WO2015057517A1 - Use of hemicellulases to improve ethanol production - Google Patents
Use of hemicellulases to improve ethanol production Download PDFInfo
- Publication number
- WO2015057517A1 WO2015057517A1 PCT/US2014/060099 US2014060099W WO2015057517A1 WO 2015057517 A1 WO2015057517 A1 WO 2015057517A1 US 2014060099 W US2014060099 W US 2014060099W WO 2015057517 A1 WO2015057517 A1 WO 2015057517A1
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- WO
- WIPO (PCT)
- Prior art keywords
- hemicellulases
- fermentation
- ethanol
- starch
- enzyme
- Prior art date
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Classifications
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12P—FERMENTATION OR ENZYME-USING PROCESSES TO SYNTHESISE A DESIRED CHEMICAL COMPOUND OR COMPOSITION OR TO SEPARATE OPTICAL ISOMERS FROM A RACEMIC MIXTURE
- C12P7/00—Preparation of oxygen-containing organic compounds
- C12P7/02—Preparation of oxygen-containing organic compounds containing a hydroxy group
- C12P7/04—Preparation of oxygen-containing organic compounds containing a hydroxy group acyclic
- C12P7/06—Ethanol, i.e. non-beverage
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12P—FERMENTATION OR ENZYME-USING PROCESSES TO SYNTHESISE A DESIRED CHEMICAL COMPOUND OR COMPOSITION OR TO SEPARATE OPTICAL ISOMERS FROM A RACEMIC MIXTURE
- C12P19/00—Preparation of compounds containing saccharide radicals
- C12P19/14—Preparation of compounds containing saccharide radicals produced by the action of a carbohydrase (EC 3.2.x), e.g. by alpha-amylase, e.g. by cellulase, hemicellulase
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E50/00—Technologies for the production of fuel of non-fossil origin
- Y02E50/10—Biofuels, e.g. bio-diesel
Definitions
- hemicellulases and enzyme mixtures comprising such hemicellulases during saccharification of grain-based plant materials, which leads to the improved production of ethanol from such plant materials and/or the production of by-products having improved properties.
- Starch is the major carbohydrate storage product in corn kernels, constituting about 70- 72% of the kernel weight on a dry weight basis. Starch is readily converted to glucose, using known enzymes, and the glucose thus-made can be fermented into ethanol using a suitable ethanologen, which is typically a yeast.
- the wet milling process involves separating the grain into starch, fiber, gluten and germ, but higher value products are made from each of the components.
- corn oil can be extracted 5 from the germ, at a level of about 1.5 pounds per bushel of corn.
- the residual germ meal can be added to the corn fiber and hull, forming a corn gluten feed for animals, at a level of about 13.5 pounds per bushel of corn.
- Gluten can be separated from the rest and be readily processed into corn gluten meal, which is a high-protein premier animal feed, at a level of about 2.5 pounds per bushel of corn.
- the remaining starch, once separated from the solids, which are used for the o various purposes described above, can be made into fermentable sugars, which can in turn be fermented into ethanol.
- the dry grind ethanol process also called dry milling process, processes whole kernels without the steeping and fraction steps.
- the whole grain is milled, cooked, hydrolyzed, and fermented to produce ethanol.
- the dry grind process generates less high-value products such as5 gluten meals or corn oil, but the simpler process also means lesser energy and capital intensity.
- the clean corn is milled (ground) and mixed with water to form a mash, which is then cooked. Enzymes are added to the cooked mash, converting the starch to fermentable sugars. Yeast is then used to ferment the sugars into ethanol. The mixture containing the ethanol and the remaining solids is then distilled and dehydrated, producing fuel ethanol.
- the post-distillation o solids are dried to produce distillers dried grains, a highly nutritional co-product or by-product that contains differing levels of proteins, unhydrolyzed and unfermented components as well as yeasts at the end of fermentation, which can be used as animal feed supplements, at a level of 15 pounds or more per bushel of corn.
- WDGS wet distiller's grain with soluble
- DDGS dry distiller's grain with soluble
- distillers' grains have potential not only as an animal feed, but also as an additional source of fermentable sugars to produce more ethanol.
- the recycle and hydrolysis of distillers' grain benefit dry grind ethanol process by improving the ethanol yield without the need to significantly alter or modify the existing dry grind technology and infrastructure.
- DDGs have been mixed with water to achieve an acceptable level of dry solids loading, and the mixture was then pretreated by heating, followed by treatment by a formulation of cellulase such as those commercially available and readily obtained including Spezyme CP (Genencor, Palo Alto, CA), supplemented with beta-glucosidase such as Novozyme 188
- the DG recycling processes as described above help to increase the overall ethanol yield from a given amount of a grain-based substrate.
- These processes typically comprised adding cellulases and/or hemicellulases after the initial round of dry grind grain-to-ethanol process.
- the cellulases and/or hemicellulases are added in a second or follow-on saccharification step in order to break down the cellulosic components of the residual materials.
- saccharification step by adding cellulass, thereby consolidating the saccharification steps into one.
- cellulases have been added to the liquefaction step, and to the first and only saccharification step of a traditional dry grind ethanol production process, which is optionally carried out in conjunction or separately with the fermentation step to enhance the production yield of ethanol. See, for example, the disclosures of U.S. Published Patent Application
- adding cellulases to the saccharification step in conjunction with glucoamylase either breaks down the cellulose of the grain materials in the liquefact, or helps to release the residual starch trapped in the cellulose-part of the grain material, for example the corn fiber, or both.
- the amount of cellulose in a given grain-based substrate can be readily determined and it was known that adding increasing amounts of cellulases up to the level of full theoretical conversion of all the cellulose would cause an attendant increase in ethanol yield that is small but significant for commercial purposes.
- the hemicellulose content may be greater or smaller. It can be expected that adding hemicellulase(s) to a saccharification step, optionally together with cellulases, in the presence of a glucoamylase, would increase the overall yield of ethanol even further. This, together with the knowledge that, at least when used in the context of cellulosic hydrolysis of lignocellulosic biomass, the presence of hemicellases synergistically o boosts the performance of cellulosic conversion.
- a composition comprising a liquefied starch slurry, a glucoamylase, and one or more hemicellulases.
- the one or more hemicellulases in the composition of the first aspect are present in at least 0.1 mg/g, for example, at least 0.2 mg/g, at least 0.3 mg/g, at least 0.4 mg/g, at least 0.5 mg/g, at least 0.6 mg/g, at least 0.7 mg/g, at least 0.8 mg/g, at least 0.9 mg/g, at least 1 mg/g, at least 1.2 mg/g, at least 1.5 mg/g, at least 1.8 mg/g, at o least 1.9 mg/g, at least 2.0 mg/g, or at least 2.2 mg/g, or even at least 2.5 mg/g of dry solids in the saccharification mixture.
- the one or more hemicellulases in the composition of the first aspect can be present in an amount of between about 0.1 mg/g and about5 3.0 mg/g, or about 0.2 mg/g to about 2.5 mg/g, or about 0.5 mg/g to about 2.0 mg/g, or about 0.7 mg/g to about 2.5 mg/g, or about 0.2 mg/g to about 1.5 mg/g, or even about 0.2 mg/g to about 2.0 mg/g, of dry solids.
- the starch in the composition of the first aspect is obtained from corn, wheat, barley, sorghum, rye, sweet sorghum, rice, rye, potatoes, or other suitable grains, or o any combinations thereof.
- the starch is from corn.
- the composition of the first aspect further comprises one or more starch-degrading enzymes selected from a de-branching enzyme, a pectinase, a beta-amylase, an alpha-amylase, or a phytase.
- a starch-degrading enzyme selected from a de-branching enzyme, a pectinase, a beta-amylase, an alpha-amylase, or a phytase.
- at least two among the listed starch- degrading enzymes are present, for example, an alpha amylase, and a phytase; or a pectinase and an 5 alpha amylase; or a beta-amylase and an alpha-amylase, or a de-branching enzyme and a pectinase; or a phytase and a de-branching enzyme.
- At least three starch-degrading enzymes are present, for example, an alpha amylase, a phytase and a pectinase; an alpha amylase, a beta-amylase, and a phytase; or an alpha amylase, a pectinase and a de-branching enzyme, etc.
- the starch degrading enzymes dosed in addition to the glucoamylase in the 0 composition of the first aspect is about 1 AAU/g DS to about 6 AAU/g DS for alpha amylase (e.g., about 1.5 AAU/g DS to about 5 AAU/g DS, about 2 AAU g/DS to about 4 AAU/g DS), and the dosing of alpha amylase can be achieved by a single addition or multiple additions of enzymes to the composition.
- the amount of glucoamylase used in the composition is at least about 0.2 mg/g DS, but more preferably at least about 0.3 mg/g DS, or most preferably at a level that is 0.4 mg/g DS or higher.
- the composition of the first aspect further comprises one or more 5 enzymes that are cellulases.
- the cellulases may be selected from one or more of cellobiohydrolases, endoglucanases, and/or beta-glucosidases.
- the composition of the first aspect comprises at least two different cellulases, for example, an endoglucanase and a cellobiohydrolate; or a cellobiohydrolase and a different cellobiohydrolase; an endoglucanase and a different endoglucanase; an endoglucanase and a beta-glucosidase; or a o cellobiohydrolase and a beta-glucosidase.
- the composition of the first aspect comprises three or more different cellulases.
- the composition may comprise an endoglucanase and two different cellobiohydrolases; or an endoglucanase, a cellobiohydrolase and a beta-glucosidase; or two different endoglucanases and one cellobiohydrolase, etc.
- the amount of cellulase used in a commercial setting would often depend upon the balance5 of the cost associated with making, using, or purchasing the cellulases for use in the grain ethanol plants vs. the benefits associated with the small amounts of increased yield of ethanol.
- the amount of cellulases used in the composition is at least about 0.02 mg/g, at least about 0.05 mg/g, at least about 0.10 mg/g, at least about 0.2 mg/g, at least about 0.3 mg/g, at least about 0.35 mg/g, but more preferably at least about 0.35 mg/g DS, but more preferably at least o about 0.40 mg/g DS, or about 0.45 mg/g DS, or even about 0.50 mg/g DS.
- the amount of cellulases used in the composition is at least about 0.02 mg/g, at least about 0.05 mg/g, at least about 0.10 mg/g, at least about 0.2 mg/g, at least about 0.3 mg/g, at least about 0.35 mg/g, but more
- amount of cellulases used in the composition of the first aspect may be as low as 0.02 mg/g, 0.03 mg/g, 0.04 mg/g, or 0.05 mg/g DS, or as high as 0.55 mg/g DS, 0.6 mg/g DS, 0.7 mg/g DS, 0.8 mg/g DS, 0.9 mg/g DS, 1.0 mg/g DS, 1.5 mg/g DS, 2.0 mg/g DS, 2.5 mg/g DS, or even higher.
- the one or more hemicellulases of the composition of the first aspect may be selected from a xylanase, a beta-xylosidase, and an L-alpha-arabinofuranosidase.
- the composition of the first aspect comprises at least two hemicellulases, for example, a xylanase, and a beta-xylosidase; two different xylanases, a xylanase and an
- the composition of the first aspect may comprise three or more hemicellulases.
- the composition of the first aspect may comprise a xylanase, a beta-xylosidase and an L- alpha-arabinofuranosidase.
- the amount of hemicellulases used in the composition is at least about 0.1 mg/g DS, but more preferably at least about 0.2 mg/g DS, or about 0.5 mg/g DS, or even about 0.7 mg/g DS, or even higher.
- the amount of hemicellulases present can be expressed using more real-life, industrially-relevant units, for example, in an amount of at least about 0.1 kg/metric ton, at least about 0.2 kg/metric ton, or at least about 0.5 kg/metric ton, or even about 0.7 kg/metric ton of dry solids, or even higher.
- the amount of hemicellulases present in the composition can be, in certain embodiments, about 0.1 mg/g DS to about 2.5 mg/g DS, or about 0.2 mg/g DS to about 2.0 mg/g DS, or about 0.5 mg/g DS to about 1.5 mg/g DS, or about 0.2 mg/g DS to about 1.8 mg/g DS, or even about 0.7 mg/g DS to about 1.7 mg/g DS.
- the hemicellulases are dosed at about 0.1 kg/metric ton to about 2.5 kg/metric ton of dry solids, or about 0.2 kg/metric ton to about 2.0 kg/metric ton, or about 0.5 kg/metric ton to about 1.5 kg/metric ton, or even about 0.2 kg/metric ton to about 1.8 kg/metric ton, or even about 0.7 kg/metric ton to about 1.7 kg/metric ton of dry solids.
- a method of preparing the composition of the first aspect is provided, as well as a method of fermenting the composition with a suitable ethanologen to produce ethanol.
- a method results in a relatively higher yield of ethanol after fermentation and or a relatively higher yield of soluble fermentable sugars before fermentation, as compared to a comparable process without the presence of hemicellulases.
- the relatively higher yield is by at least about 0.1%, or about 0.2%, or about 0.3%, for example, at least about 0.5%, 0.6%, 0.7%, 0.8%, 0.9%, or even 1%.
- ethanologens that are capable of metabolizing the soluble fermentable sugars such as glucose and or xylose, such that the sugars can then be converted to ethanol.
- suitable ethanologen can be a bacterium or a fungus, such as a
- the ethanologen can be one that has been engineered or genetically manipulated to have more effective and/or efficient metabolism, and as such ethanol conversion of C6 sugars.
- the ethanologen can be one that has genetically manipulated by pathway engineering to introduce an added capability to metabolize, ferment and convert to ethanol also C5 sugars such as xylose and or even arabinose in addition to the traditional C6 glucose sugars.
- the method of preparing the composition is preceded by the making of a liquefied starch slurry, which can comprise a starch-containing substrate such as ground corn, incubated or jet-cooked with a enzyme solution comprising an alpha amylase at a temperature of at least 100 °C, for example, at about 102 °C, at about 105 °C, or at an even higher temperature.
- a liquefied starch slurry which can comprise a starch-containing substrate such as ground corn, incubated or jet-cooked with a enzyme solution comprising an alpha amylase at a temperature of at least 100 °C, for example, at about 102 °C, at about 105 °C, or at an even higher temperature.
- the liquefied starch slurry is then mixed with an enzyme composition comprising a glucoamylase in a saccharification mixture, which may optionally 5 contains some level of alpha amylase.
- the enzyme composition comprising the glucoamylase, and optionally some alpha amylase further comprises hemicellulases.
- the mixture of the liquefied starch slurry and the enzyme composition is then incubated at a temperature of about 25 °C to about 50 °C, for example, about 30 °C to about 45 °C, about 32 °C to about 42 °C, or about 34 °C to about 40 °C, for a duration of about 6 hours to about 180 hours, for example, about 12 hours to o about 165 hours, about 24 hours to about 180 hours, about 36 hours to about 165 hours, about 60 hours to about 120 hours, about 72 hours to about 180 hours, etc, to allow the enzymatic reaction to occur, thereby creating a fermentation feedstock.
- the enzyme composition comprising the glucoamylase may, in certain embodiments, further comprises one or more cellulases.
- the enzyme composition 5 comprising the glucoamylase may comprises one or more cellulases and one or more
- the one or more cellulases may be selected from endoglucanases, cellobiohydrolases, or beta-glucosidases.
- the one or more hemicellulases may be selected from xylanases, beta- xylosidases, or L-alpha-arabinofuranosidases.
- a method of saccharifying a starch-containing substrate to prepare for a fermentation feedstock comprising the steps of (1) contacting a liquefied starch slurry that contains at least some cellulose and hemicellulose materials, with an enzyme mixture composition comprising a glucoamylase and one or more hemicellulases to form a substrate- enzyme mixture; and (2) incubating the substrate-enzyme mixture for a period of time, under an 5 incubation condition suitable for enzyme activity, to allow enzymatic reactions to occur.
- the period of incubation time for such a method is one that is sufficient to allow (1) an increased concentration of at least one fermentable sugar, including, without limitation, glucose, xylose, and other soluble small (dimer, trimer, or tetramer) polymeric sugars in the fermentation feedstock; (2) release at least one starch chain bound to or trapped by the 0 lignocellulosic material; or (3) to hydrolyze some portion of the hemicellulosic material; as
- the period of incubation time is between 6 hours and 180 hours, for example, between 12 hours and 165 hours, between 24 hours and 180 hours, between 24 hours and 165 hours, between 48 hours and 165 hours, between 60 hours and 180 hours, between 72 hours and 180 hours, etc.
- the substrate-enzyme mixture of the method further comprises one or more starch-degrading enzymes selected from an alpha-amylase, a beta-amylase, a de-branching enzyme, a pectinase or a phytase.
- the substrate enzyme mixture may comprise at least two of the starch-degrading enzymes, for example, an alpha amylase and a pectinase; an alpha-amylase and a phytase; an alpha-amylase and a beta-amylase; an alpha amylase and a de-branching enzyme.
- the substrate-enzyme mixture may comprise at least three of the starch-degrading enzymes, for example, an alpha-amylase, a pectinase and a phytase.
- the substrate-enzyme mixture of the method further comprises one or more cellulases selected from endoglucanases, cellobiohydrolases, or beta-glucosidases.
- the substrate-enzyme mixture may comprise at least two different cellulases, such as an endoglucanase and a cellobiohydrolase; a cellobiohydrolase and a beta-glucosidase; two different cellobiohydrolases; two different endoglucanases, an endoglucanase and a beta-glucosidase, etc.
- the substrate-enzyme mixture may comprise at least three different cellulases, such as an endoglucanase and two different cellobiohydrolases; an endoglucanase, a cellobiohydrolase, and a beta-glucosidase tec.
- cellulases such as an endoglucanase and two different cellobiohydrolases; an endoglucanase, a cellobiohydrolase, and a beta-glucosidase tec.
- the one or more hemicellulases of the substrate-enzyme mixture may be selected from xylanases, beta-xylosidases, or L-alpha-arabinofuranosidases.
- the substrate-enzyme mixture may comprise at least two different hemicellulases, such as a xylanase and a beta-xylosidase; a xylanase and an L-alpha-arabinofuranosidase; a beta-xylosidase and an L-alpha-arabinofuranosidase; two different xylanases, two different beta-xylosidases, etc.
- the substrate-enzyme mixture may comprise at least three different hemicellularases, such as, for example, two different xylanases and a beta-xylosidase; two different xylanases and an L-alpha-arabinofuranosidase; a xylanase, a beta-xylosidase and an L-alpha- arabinofuranosidase.
- the hemicellulases in the enzyme- substrate mixture is about 0.1 kg/metric ton to about 2.5 kg/metric ton, for xample, about 0.2 kg/metric ton to about 2.0 kg/metric ton, about 0.3 kg/metric ton to about 2.2 kg/metric ton, about 0.5 kg/metric ton to about 1.9 kg/metric ton, about 0.7 kg/metric ton to about 2.2 kg/metric ton of dry solid.
- the conditions of incubation suitable for enzyme activity to be used with the method of the third respect comprises a pH of about 3.5 to about 8.5, for example, about 3.5 to about 8, about 4 to about 8, about 4 to about 7.5, about 4.5 to about 8.5, about 4.5 to about 8, or even about 4 to about 7; a temperature of about 25 °C to about 50 °C, for example, about 25 °C to about 45 °C, about 25 °C to about 40 °C, about 30 °C to about 50 °C, about 30 °C to about 45 °C, about 30 °C to about 45 °C, or even about 35 °C to about 45 °C; and an agitation rate of about 50 to about 200 RPM, for example, about 70 to about 150 RPM, about 80 to about 175 RPM, about 90 to about 120 RPM, or even about 86 to about 110 RPM.
- a pH of about 3.5 to about 8.5 for example, about 3.5 to about 8, about 4 to about 8, about 7.5,
- the method of this aspect further comprises fermenting the
- the fermentation product is an ethanol.
- the yield of fermentation product for example, ethanol, is higher by at least about 0.1% to about 5%, as compared to the yield of the same fermentation product from a comparable process without the presence of the one or more
- the total time for incubation and fermentation steps ranges from 6 hours to 180 hours, for example, from 12 hours to 165 hours, or from 24 hours to 180 hours, or even from 48 hours to 165 hours.
- the incubation step or at least a part of the incubation step and fermentation step are conducted simultaneously in the same
- the starch is obtained from plant or other suitable sources such as, for example, corn, wheat, barley, sorghum, rye, sweet sorghum, rice, rye, potatoes, or other suitable grains.
- the starch is a mixture of starch from different plant sources.
- the starch is obtained o from corn.
- the incubation and the fermentation steps are separate and distinct.
- Figure 1 is a simplified depiction of a typical or traditional dry grind grain ethanol
- Figures 2A-2O depict the amounts of glucose, xylose, glycerol and ethanol produced from the experiment of Example 1.
- the aliquoted samples of SSF broths were taken at various time points throughout the SSF process, and each component was measured.
- the product compositions of the 4 parallel SSF processes of Example 1 were determined using HPLC, which traces are depicted in Figure 2D-20.
- the improved method is one that involves the addition of an enzyme mixture comprising at least a certain threshold level of hemicellulases, optionally in addition to cellulases and other auxiliary enzymes to a saccharification mixture, together with a glucoamylase and/or an amylase.
- the saccharification mixture is one and the same as the fermentation mixture as used in a
- the improved process gives yields of higher ethanol per bushel of corn, as compared to a similar utilizing less (below the threshold level of) such hemicellulases or no hemicellulase at all in the saccharification step.
- hemicelluases are added to the saccharification step, but at a level below the threshold level, the substantial pressure buildup downstream, for example, in the post-distillation mixture and thin stillage, gives rise to the real risk of overall process failure and a complete shutdown of the production run.
- the water added to the reduced feedstock to form slurry can be about 1 vol up to about 70 vol water recovered or reused from the stillage, such as about 15 vol to about 60 vol , or about 30 vol to about 50 vol , or about 40 vol stillage.
- the amount of hemicellulases should be significantly increased to a level above a certain threshold whereby not only is a higher ethanol yield achievable (potentially from the trapped residual starch as well as the broken down soluble hemicellulosic sugars from the hemicellulose components of the grain), the downstream viscosity issues are resolved.
- the amount of backset produced remains sufficient to be used in the making of the initial slurry for saccharification in the next run, and most importantly, an increased overall yield of ethanol produced from the process is increased.
- the fibrous materials of the grain -based plant biomass contain both cellulose and hemicelluloses.
- the addition of cellulases to the saccharification mixtures can help to break down the cellulose part of the fibrous materials, thereby releasing some of the bound or entrapped starch that would otherwise not be processed by the saccharification enzymes.
- hemicellulases and cellulases when combined in a single mixture in the presence of a lignocellulosic biomass material comprising both cellulose and hemicelluloses, act synergistically to break down cellulose, resulting in a higher glucan conversion than would typically occur in the presence of the same amount of cellulase without the presence of the hemicellulases.
- hemicellulases even in the presence of cellulases, often cannot break down the hemicelluloses completely, manifested 5 in a xylan conversion level that can be lower than the glucan conversion levels, although that may well be due to the differing efficacies of particular hemicellulases and cellulases in a given enzyme mixture.
- hemicellulose part of grain feedstocks itself as well as confers synergies to any cellulase o activities that may also be present in the saccharification step.
- the hemicellulose breakdown will be incomplete, resulting in the production of significant amount of arabinoxylan oligomers that not only causes the increase in thickness and/or viscosity in the thin stillage due to the insoluble breakdown products of arabinoxylan oligomers, but also makes the thus-created thin stillage difficult to evaporate 5 because the incompletely broken-down arabinoxylan oligomers sequesters water.
- the thin stillage resulting from the high hemicellulase saccharification can be evaporated normally, giving rise to a syrup of normal nutritional value, with potentially a slight variation of such nutritional value related to the inclusion of xylose and arabinose monomeric sugars in the syrup, and sufficient and normal level of backset that can then be recycled/reused to prepare the slurry for the next production run.
- the near or approximating unrecited number may be a number which, in the context in which it is presented, provides the substantial equivalent of the specifically recited number.
- the term "about” refers to a range of -10% to +10% of the5 numerical value, unless the term is otherwise specifically defined in context.
- pH value of about 6 refers to pH values of from 5.4 to 6.6, unless the pH value is specifically defined otherwise.
- the term “consisting essentially of,” as used herein refers to a composition wherein the component(s) after the term is in the presence of other known component(s) in a total amount that is less than 30% by weight of the total composition and do not contribute to or interferes with the actions or activities of the component(s). o [69] It is further noted that the term “comprising,” as used herein, means including, but not limited to, the component(s) after the term “comprising.” The component(s) after the term “comprising” are required or mandatory, but the composition comprising the component(s) may further include other non-mandatory or optional component(s).
- Enzymes have traditionally been classified by substrate specificity and reaction products. In the pre-genomic era, function was regarded as the most amenable (and perhaps most useful) 5 basis for comparing enzymes and assays for various enzymatic activities have been well- developed for many years, resulting in the familiar EC classification scheme.
- Cellulases and other glycosyl hydrolases which act upon glycosidic bonds between two carbohydrate moieties (or a carbohydrate and non-carbohydrate moiety— as occurs in nitrophenol-glycoside derivatives) are, under this classification scheme, designated as EC 3.2.1.-, with the final number indicating o the exact type of bond cleaved. For example, according to this scheme an endo-acting cellulase
- CAZy defines four major classes of carbohydrases distinguishable by the type of reaction catalyzed: Glycosyl Hydrolases (GH's), Glycosyltransferases (GT's), Polysaccharide Lyases (PL's), and Carbohydrate Esterases (CE's).
- Glycosyl Hydrolases GH's
- Glycosyltransferases GT's
- Polysaccharide Lyases PL's
- CE's Carbohydrate Esterases
- GH's are a group of enzymes that hydro lyze the glycosidic bond between two or more carbohydrates, or between a carbohydrate and a non-carbohydrate moiety.
- a classification system for glycosyl hydrolases, grouped by sequence similarity, has led to the definition of over 85 different families. This classification is available on the CAZy web site.
- protein includes proteins, polypeptides, and peptides.
- amino acid sequence is synonymous with the term “polypeptide” and/or the term “protein”. In some instances, the term “amino acid sequence” is synonymous with the term “peptide”. In some instances, the term “amino acid sequence” is synonymous with the term “enzyme”.
- polypeptide are used interchangeably herein.
- the conventional one-letter and three-letter codes for amino acid residues may be used.
- the 3-letter code for amino acids as defined in conformity with the IUPAC IUB Joint Commission on Biochemical Nomenclature (JCBN). It is also understood that a polypeptide may be coded for by more than one nucleotide sequence due to the degeneracy of the genetic code.
- Amylase means an enzyme that is, among other things, capable of catalyzing the degradation of starch, amylose, amylopectin, and the like.
- amylases include (a) endo- cleaving enzyme activity (e.g. as found in a-amylases (EC 3.2.1.1; a-D-(l ⁇ 4)-glucan glucanohydrolase)) cleaving a-D-(l ⁇ 4) O-glycosidic linkages in a polysaccharide containing three or more a-D-(l ⁇ 4) linked glucose units, and (b) the exo-cleaving amylolytic activity that sequentially cleaves the substrate molecule from the non-reducing end.
- endo- cleaving enzyme activity e.g. as found in a-amylases (EC 3.2.1.1; a-D-(l ⁇ 4)-glucan glucanohydrolase)
- cleaving a-D-(l ⁇ 4) O-
- ⁇ -amylases (EC 3.2.1.2), which produce ⁇ -maltose.
- ⁇ -Amylases a-glucosidases (EC 3.2.1.20; a-D-glucoside glucohydrolase), glucoamylase (EC 3.2.1.3; a-D-(l ⁇ 4)-glucan glucohydrolase), and product- specific amylases can produce malto-oligosaccharides of a specific length from their respective substrates.
- Alpha-amylase (e.g., E.C. 3.2.1.1) generally refers to enzymes that catalyze the hydrolysis of alpha- 1,4-glucosidic linkages. These enzymes effect the hydrolysis of 1,4-a-D- glucosidic linkages in polysaccharides containing 1,4-a-linked D-glucose units.
- the alpha- amylases release the reducing groups in the a-configuration.
- alpha-amylase particularly includes those alpha amylase enzymes having relatively high thermostability, i.e., with sustained activity at high temperatures.
- alpha- amylases are useful for liquefying starch at temperatures above 80°C.
- Glucoamylases are a type of exo-acting amylase that release glucosyl residues from the non-reducing ends of amylose and amylopectin molecules. Glucoamylases also catalyze the hydrolysis of a- 1,6 and a- 1,3 linkages, although at much slower rate than a- 1,4 linkages.
- Glucoamylase activity can be expressed in "glucoamylase units” (GAU).
- cellulases refer to all enzymes that hydrolyzes cellulose, i.e., any of its components, e.g., 1,4-beta-D-glycosidic linkages in cellulosic materials such as those found in various plants and plant-related or -derived materials, such as grains, seeds, cereals, etc., or plant cell walls.
- cellulase comprises at least the enzymes classified in E.C. 3.2.1.4 (cellulase/endocellulases or endoglucanases), E.C. 3.2.1.91 (exocellulases), and E.C. 3.2.1.21 5 (cellobiases or beta-glucosidases).
- endocellulases include endo-l,4-beta-glucanase, carboxymethyl cellulase (CMCase), endo-l,4-beta-D-glucanase, beta-l,4-glucanase, beta- 1,4- endoglucan hydrolase, celludextrinase, and various endoglucanases such as those produced by naturally-occurring wood-rotting fungi.
- exocellulases include cellobiohydrolases, which in turn includes those that cleave the 1,4-beta-D-glycosidic linkages from the reducing o ends of the cellulose chain and those that cleaves the same linkages from the non-reducing ends.
- Cellulases may also refer to complete enzyme systems that are useful for efficiently converting crystalline cellulose to glucose. Such complete cellulase system typically would comprise components from each of the cellobiohydrolase, endoglucanase and beta-glucosidase classifications, as it has been reported that individual isolated components are less effective in5 hydrolyzing crystalline cellulose (Filho et ah, Can. J. Microbiol., 42: 1-5, 1996).
- Endo-l,4-beta-glucanases EG
- CBH exo-cellobiohydrolases
- BGL beta-glucosidases
- the EG-type o cellulases and CBH-type cellulases synergistically interact to efficiently degrade cellulose.
- beta-glucosidases serve the important role of liberating glucose from the cello-oligosaccharides such as cellobiose, which is toxic to the microorganisms that are used to ferment the sugars into ethanol (e.g., yeasts) and which is also inhibitory to the activities of endoglucanases and cellobiohydrolases, thus rendering them ineffective in further hydrolyzing the crystalline
- ethanol e.g., yeasts
- Cellulases may further refer to complete enzyme systems that comprises not only cellulases but also certain hemicellulases, or any combination thereof.
- a number of commercial cellulase compositions are available and suitable for use in the methods and compositions described herein, including, for example, products of Genencor, 0 Danisco US Inc., such as ACCELLERASE® 1000 and ACCELLERASE® 1500,
- ACCELLERASE® BG ACCELLERASE® DUET
- ACCELLERASE® TRIOTM products of Novozymes, such as its Celluclast, Novozyme 188, Cellic CTec2, Cellic CTec3
- products of AB Enzymes, such as its Flashzyme products of Codexis, such as its CodeXyme® cellulase products
- products of Dyadic such as its CMax® products.
- Certain of the commercial compositions as listed above also contains hemicellulases. For example, about 1/5 to 1/4 of the total proteins of ACCELLERASE® DUET are hemicellulases, and about 1/3 of the proteins in ACCELLERASE® TRIOTM are hemicellulases.
- CMax®, certain of CodeXyme® products, as well as Cellic Ctec3 all contain certain amounts of hemicellulases.
- Endoglucanase refers to an enzyme of classification E.C. 3.2.1.4, which catalyzes the hydrolysis of 1,4-beta-D-glycosidic linkages that are found in cellulosic materials. Methods of measuring endoglucanase activities are known, including, for example, the one measuring the hydrolysis of carboxymethyl cellulose (CMC) as described by Ghose, 1987, Pure & App. Chem, 59:257-268.
- CMC carboxymethyl cellulose
- cellobiohydrolase refers to an enzyme with cellobiohydrolase activity or capable of catalyzing the hydrolysis of a particular glocosidic linkage in cellulose.
- the cellobiohydrolase (CBH) activity may be CBH class I (CBH I) or CBH class ⁇ (CBH ⁇ ) activity or a combination of both CBH I and CBH ⁇ .
- the cellobiohydrolase may hydrolyse (l ⁇ 4)-P-D-glucosidic linkages in cellulose and cellotetraose, releasing cellobiose from the non-reducing ends of the chains.
- cellobiohydrolase activity may be exo-cellobiohydrolase activity or cellulose 1,4 ⁇ -cellobiosidase activity.
- the cellobiohydrolase ⁇ activity can be classified under E.C. classification EC. 3.2.1.91.
- the cellobiohydrolase I activity can be classified under E.C. classification EC. 3.2.1.176.
- beta-glucosidase refers to an enzyme having beta-glucosidase activity or one that is capable of catalyzing the hydrolysis of terminal non-reducing ⁇ -D-glucosyl residues and release of monomer ⁇ -D-glucose from cellobiose.
- ⁇ -glucosidase activity can be classified under E.C. classification E.C. 3.2.1.21.
- hemicellulase refers to a group of enzymes capable of catalyzing the hydrolysis of a hemicellulosic materials.
- hemicellulases refer to three major types of enzymes: beta-xylosidases, L-cc-arabinofuranosidases, and xylanases.
- Those enzymes include, for example, arabinases, arabinofuranosidases, certain acetylmannan esterases, acetylxylan esterases, ferulyoyl esterases, mannanases, mannosidases, xylanases, and xylosidases, etc.
- Hemicellulases can be from many different glycosyl hydrolase families, including, without limitation, beta-xylosidases of GH3; beta-xylosidases of GH39; L-a- arabinofuranosidase (EC 3.2.1.55), ⁇ -xylosidase (EC 3.2.1.37), endo-arabinanase (EC 3.2.1.99), and/or galactan l,3 ⁇ -galactosidase (EC 3.2.1.145) of GH43; and L-a-arabinofuranosidase (EC 3.2.1.55) of GH51, as well as the xylanases of GH10 and GH11, and the beta-xylosidases of GH30, for example.
- beta-xylosidases of GH3 beta-xylosidases of GH39
- L-a- arabinofuranosidase EC 3.2.1.55
- xylanase refers to a 1,4-beta-D-xylan xylohydrolase of E.C. 3.2.1.8, which catalyzes the hydrolysis of 1,4-beta-D-xylosidic linkages in xylan.
- Xylanase activities can be measured, for example, by the PHBAH assay as described by Lever, 1972, A new reaction for colorimetric determination of carbohydrates, Anal. Biochem. 47:273-279.
- ⁇ -xylosidase activity may hydrolyse successive xylose residues from the non-reducing termini of (l ⁇ 3)-P-D-xylans, e.g. the ⁇ -xylosidase may be a 1,3 ⁇ -D-xylosidase.
- 1,3 ⁇ -D- xylosidases may be classified under E.C. classification E.C. 3.2.1.72 or may catalyse the hydrolysis of (l ⁇ 4)-P-D-xylans, to remove successive D-xylose residues form the non-reducing termini, e.g. the ⁇ -xylosidase may be a 1,4 ⁇ -xylosidase.
- 1,4 ⁇ -xylosidases may be classified under E.C. classification E.C. 3.2.1.37.
- L-alpha arabinofuranosidases may hydrolyse (l ⁇ 6) ⁇ -D-galactosidic linkages in arabinogalactan proteins and (l ⁇ 3):(l ⁇ 6) ⁇ -galactans to yield galactose and (1 ⁇ 6)- ⁇ - galactobiose.
- L-alpha-arabinofuranosidases may be classified under E.C. classification E.C. 3.2.1.164.
- saccharification enzyme refers to an enzyme that can catalyze conversion of a component of biomass to fermentable sugars. In the context of cellulosic conversion, it is often the case that the enzyme is more effective at producing fermentable sugars when the biomass is pretreated.
- plant biomass associated with grains that are used in the grain-to-ethanol process can be subject to certain pretreatment methods that are well known in the bio-sourced ethanol industry, but it is potentially unnecessary because the cellulosic and hemicellulosic components of grains can be more accessible to enzymes than the same components in plant materials such as stalks, stems, leaves, braches, cobs and stovers.
- microorganism refers to any bacterium, yeast, or fungal species.
- ethanologen and "ethanologenic microorganism” are used interechangeably to refer to a microorganism with the ability to conert a sugar or oligosaccharide to ethanol.
- the etnologenic microorganism are ethanologenic by virtue of their ability to express one or more enzymes that individually or collectively convert soluble sugars to ethanol.
- Such an ethanolgen can also be referred as an "ethanol producing microorganism" which is an organism or cell that is capable of producing ethanol from a hexose or a pentose.
- ethanol producing cells would contain at least one alcohol dehydrognase and a pyruvate decarboxylase.
- Examples of ethanol producing microorganisms include fungal microorganisms such as yeast, such as, for example, the species and strains of Saccharomyces, e.g., S. cerevisiae.
- heterologous with reference to a polynucleotide or polypepide/protein refers to a polynucleotide or polypeptide/protein that does not naturally occur in a host cell.
- the protein is a commercially important industrial protein. It is intended that the term encompass proteins that are encoded by naturally occurring genes, mutated genes, and/or synthetic genes.
- polypeptide/protein refers to a polynucleotide or polypeptide/protein that occurs naturally in the host cell.
- starch refers to any material comprised of the complex polysaccharide carbohydrates of plants, comprised of amylase and amylopectin with the formula (C 6 H 1 o0 5 )x, wherein X can be any positive integer.
- the term refers to any plant- based material including but not limited to grains, grasses, tubers, and roots.
- starchy material is wheat, barley, corn, rye, oats, rice, sorghum or milo, sweet sorghum, brans, cassava, millet, potato, sweet potato, and tapioca.
- sorghum generally includes “grain sorghum” also known as "milo.”
- slurry refers to an aqueous mixture containing at least some insoluble solids.
- a slurry can also contain one or more soluble components.
- milled grain, flour, or starch are often suspended in a water-based solution to form a slurry for testing amylases or for liquefaction proposes.
- the term “liquefaction” means a process by which starch is “liquefied” or converted to less viscous and shorter chain soluble dextrins, or by which the lignocellulosic material is broken down sufficiently such that the appearance of the material changes from a mostly solid form to a more liquid and pumpable form.
- the process of liquefying involves gelatinization of starch simultaneously with, or followed by the addition of at least an alpha- amylase.
- liquefaction is the stage in which gelatinized starch is enzymatically hydrolyzed, e.g., thereby reducing the chain length of the starch and concomitantly, the viscosity.
- liquefact refers to the liquefied starch slurry, i.e., the resultant hydrolyzed mixture. Such a liquefact is generally the starting material for a saccharification process which may be conducted in conjunction, simultaneously, or in separate and distinct steps from fermentation.
- gelatization or “gelatinized” means solubilization or a solublized form of a starch molecule achieved through cooking of the starch material to form a viscous suspension.
- saccharification refers to enzymatic conversion of starch and/or lignocellulosic materials, which have typically been subject to one or more pretreatment methods, to glucose.
- a starch slurry can be saccharified to convert the maltodextrins to fermentable sugars, e.g., glucose, maltose, etc. Saccharification typically involves the use of enzymes, particularly glucoamylases but also debranching enzymes and other suitable enzymes in the context of starch saccharification to glucose.
- Saccharification in the context of lignocellulosic biomass materials also involves the use of suites of enzymes or enzyme cocktails, particularly various cellulases, such as for example, cellobiohydrolases, endoglucanases, and beta-glucosidases.
- various cellulases such as for example, cellobiohydrolases, endoglucanases, and beta-glucosidases.
- the term "the degree of polymerization (DP)” refers to the number (n) of
- DPI glucose and fructose
- DP2 examples of DP2 are the disaccharides, such as maltose and sucrose.
- a DP>3 refers to polymers with a degree of polymerization of greater than 3. DP can be used as a parameter to measure relative degree of breakdown of starch (high DP) to sugars (low DP).
- DPI sugars monosaccharides like glucose and xylose
- DP2 sugars disaccharides like cellobiose
- SSF simultaneous saccharification and fermentation
- SSF can, in some embodiment, be conducted in conjunction with process steps that are saccharification alone or fermentation alone, for example, in a process that starts with saccharification alone with enzymes in a vessel for a period, followed by the addition of an ethanologen microorganism into the saccharification mixture, which has achieved a certain degree of saccharification during the saccharification step, to perform an SSF step.
- the SSF step in this case can optionally be followed with a
- SSF can for example be the sole step in a grain to ethanol process during which either saccharification or fermentation occurs.
- the grain-to-ethanol process does not have any separate saccharification or fermentation steps beside the SSF step during which both saccharification and fermentation take place.
- Activity with respect to enzymes means catalytic activity and encompasses any acceptable measure of enzyme activity, such as the rate of activity, the amount of activity, or the specific activity.
- specific activity means an enzyme unit defined as the number of moles of substrate converted to product by an enzyme preparation per unit time under specific conditions. Specific activity is expressed as units (U)/mg of protein.
- Alpha-amylase unit refers to alpha-amylase activity measured according to the method disclosed in U.S. Patent No. 5,958,739. In brief, the assay uses p-nitrophenyl
- PNP-G7 can be cleaved by an endo-amylase, for example alpha-amylase. Following the cleavage, an alpha-glucosidase and a glucoamylase digest the substrate to liberate free PNP molecules, which display a yellow color and can be measured by visible spectrophotometry at 410 nm. The rate of PNP release is proportional to alpha-amylase activity.
- the AAU of a given o sample is calculated against a standard control. One unit of AAU refers to the amount of
- cellulose or “cellulosic materials” refers to materials containing cellulose.
- lignocellulose or “lignocellulosic materials” refers such cellulosic materials that also contain lignin. It is known that the largest component
- polysaccharides constituting the cell walls of plant biomass include cellulose, hemicelluloses and pectin.
- Cellulose is an organic compound with the formula (C 6 H 1 oOs)n, representing a polysaccharide consisting of a linear chain of ⁇ (1- 4) linked D-glucose units.
- Hemicellulose refers to any of several heteropolymers (matrix polysaccharides) present along with cellulose in almost all plant cell walls, interconnecting the insoluble crystalline o matrix of cellulose, which are further embedded or connected to lignin that help to provide for the physical integrity of the plants.
- Hemicellulases may be xylan, glucuronoxylan,xyloglucans, arabinoxylans, glucomannan, and mannans.
- the monomers may include xylose, mannose, galactose, rhamnose, and arabinose, which are mostly D-pentose (C-5 sugars), and occasionally small amounts of L-sugars as well.
- Xylose is in most cases the most abundant sugar monomer, although in softwoods mannose can be the most abundant sugar.
- regular sugars can be found in hemicellulose, but also their acidified form, for instance glucuronic acid and galacturonic acid can be present.
- Cellulose and lignocellulose are found in various plants and plant-derived materials, including stems, leaves and cobs, various parts of grains, including, for example, corn fiber, 0 wheat hull, etc.
- Cellulosic materials or lignocellulosic materials can also be materials produced from plants and plant parts, such as paper and pulp.
- the term "cellulosic” refers to a composition comprising cellulose and additional components, including, for example, hemicellulose.
- the lignocellulosic materials of the invention is from an agricultural plant material including a grain, for example, a starch-based grain feedstock such as corn, barley, etc, from which starch-based ethanol has been produced and applied by the industry for many years.
- a grain for example, a starch-based grain feedstock such as corn, barley, etc, from which starch-based ethanol has been produced and applied by the industry for many years.
- SSF solid state saccharification and fermentation
- biomass is saccharified and the fermentable sugars produced from the saccharification are used by an enzyme and/or by a fermenting microorganism to produce a product all at the same time, typically in the same reaction vessel.
- hybrid saccharification and fermentation refers to a process or reaction configuration wherein the plant materials, for example, the grain-based plant materials including starch and cellulosic and hemicellulosic components, are saccharified to a limited extent (incomplete or partial saccharification), followed by continued saccharification and fermentation occurring simultaneously.
- the terms "separate saccharification and fermentation,” “separate hydrolysis and fermentation,” and “SHF” are used interchangeably herein. They refer to a process or reaction configuration wherein the plant materials, for example, the grain-based plant materials including starch and cellulosic and hemicellulosic components, are saccharified or hydrolyzed to substantial completion (e.g., about 60% or more complete, about 70% or more complete, about 80% or more complete, about 90% or more complete, or about 95% or more complete) or to completion (e.g., about 99% or more complete, or about 100% complete, such that all fermentable sugars that would be released from a given saccharification reaction are released), followed by a separate and distinct fermentation step, wherein the fermentation sugars produced by the saccharification or hydrolysis step is fermented to produce a fermentation product.
- substantial completion e.g., about 60% or more complete, about 70% or more complete, about 80% or more complete, about 90% or more complete, or about 95% or more complete
- transferable sugar refers to oligosaccharides and monosaccharides that can be used as a carbon source by a microorganism in a fermentation process.
- partial saccharifcation refers to limited saccharification of plant-based materials, such as, for example, grain-based materials such as starch and cellulosic or hemicellulosic materials, where the fermentable sugars released are less than the total of fermentable sugars that would be released if saccharification is run to completion.
- sacharification refers to the production of fermentable sugars from polysaccharides or polysaccharide-containing materials.
- lignocellulosic materials refers to any materials comprising ellulosic, hemicellulosic and lignin components. Suitably for the present disclosure, the lignocellulosic materials may also comprise starch, oligosaccharides, and/or monosaccharides, even proteins or lipids.
- derived encompasses the terms “originated from,” “obtained” or “obtainable from,” and “isolated from.”
- fermentation encompasses at least some fermentative conversion of a starch substrate containing granular starch to an end product in the context of a starch fermentation, and in the context of a fermentation of cellulosic o sugars, the conversion of a soluble cellulosic sugars into an end product.
- contacting refers to placing of the enzyme(s) in a reactor, vessel or the like, such that the enzymes can come into sufficiently close proximity to the substrate so as to enable the enzymes to convert the substrate to the end product.
- an enzyme e.g., in a solution form
- one or5 more substrates whether in a relatively pure or crude form
- dry solids (DS) content or “dry solids (DS) level” refers to the total solids of a mixture of solids and liquids (e.g., slurry) on a dry weight basis. Dry solids content and dry weight basis are usually expressed, for example, as the weight of the subject material as a percentage of the weight of the total material to which the dry solids are a part.
- residual starch refers to the amount of starch present in grain by-product after fermentation. Typically the amount of residual starch present in 100 grams of DDGS may be one of the parameters to evaluate the efficiency of starch utilization in a fermentation process, such as one that is used to produce ethanol.
- mash refers to a mixture of fermentable carbon source (carbohydrate) in 5 water used to produce a fermented product such an alcohol.
- fermentable carbon source carbohydrate
- beer and “mash” can be and are used interchangeably herein.
- distillage refers to a mixture of non-fermented solids and water, which is the residue after removal of alcohol from a fermented mash.
- Stillage coming from the distillation (e.g. comprising water, remainings of the grain, 0 yeast cells etc.) is separated into a "solid" part and a liquid part.
- the solid part is called “wet- cake” and can be used as animal feed as such.
- the liquid part is (partially) evaporated into a syrup (solubles).
- DDG Distillers Dried Grains
- DDGS Distillers Dried Grans with Solubles
- Wet-cake may be used in dairy operations and beef cattle feedlots.
- the dried DDGS may be used in livestock, e.g. dairy, beef and swine, feeds and poultry feeds.
- DDGS is a good protein source for dairy cows.
- By-products from industrial processing of cereals and other plants such as wet-cake, Distillers Dried Grain, Distillers Dried Grain Solubles (DDGS)), wheat bran, wheat middlings, wheat shorts, rice bran, rice hulls, oat hulls, palm kernel, and citrus pulp are normally high in fibre (cellulose and/or hemicellulose) and are not all readily digestible by animals (particularly monogastric animals) and are used in animal feed.
- Stillage coming from the distillation (e.g. comprising water, remainings of the grain, yeast cells etc.) is separated into a "solid" part and a liquid part.
- the solid part is called “wet- cake” and can be used as animal feed as such.
- the liquid part is (partially) evaporated into a syrup (solubles).
- DDG Distillers Dried Grains
- DDGS Distillers Dried Grans with Solubles
- Wet-cake may be used in dairy operations and beef cattle feedlots.
- the dried DDGS may be used in livestock, e.g. dairy, beef and swine, feeds and poultry feeds.
- DDGS is a good protein source for dairy cows.
- recovered refers to a compound, protein, cell, nucleic acid, or amino acid that is removed from at least one component with which it is naturally associated.
- yield refers to the production of a compound, e.g., ethanol, from a certain amount of a starting material, e.g., a grain-based feedstock. "Yield” may be expressed as the product formed over a particular amount of time from the starting material. In some embodiments, the ethanol yield is calculated as "Gal UD/bushel of corn,” reflecting gallon of undenatured ethanol produced per bushel of corn weighting about 56 pounds. In other embodiments, the yield can be represented using other parameters or proxies, for example, in some aspects the yield can be meaningfully reflected in the yield of soluble pentose and/or hexose that can be utilized by the ethanologen. III. Production of Ethanol from Grain-based Feedstocks
- the dry grind ethanol process also called dry milling process, processes whole corn kernels without steeping and fraction steps.
- the whole grain is milled, cooked, hydrolyzed, and fermented to produce ethanol.
- the milled grain e.g., milled corn
- enters a slurry tank where it is mixed with process water and enzymes, which typically comprise an alpha amylase, to produce a slurry.
- the slurry is then gelatinized by the thermostable enzymes in a jet cooker in a liquefaction process.
- the mash e.g., a corn mash
- the mash is diluted with the o addition of thin stillage, which is also called a backset, prior to fermentation.
- Fresh water can also be added to supplement the backset or process water streams such as hot condensate from evaporator and thin stillage to the grain slurry tank or to the mash in the liquefaction to give a certain moisture content to the liquefaction mixture, for example, between about 70% to about 80% moisture content.
- Dale & Dyner (2006) Economic and Technical Analysis of Ethanol Dry5 Milliing: Model Description. Staff Paper #06-04, Purdue University; Kwiakowski et al. (2006) Modeling the process and costs of fuel ethanol production by corn dry grinding process. Ind. Corp. Prod. 23:288-296.
- the resulting gelatinized mash from liquefaction is rich in dextrin, which can be further hydrolyzed to glucose in saccharification tank by glucoamylases.
- the glucose rich stream is transferred to a fermentation vessel for ethanol fermentation by yeast.
- o Beer from the fermentation tank is distilled and further dehydrated into a fuel grade ethanol.
- the dry grind process also produces highly nutritional co-products which are composed of unhydrolyzed and unfermentated components as well as yeasts at the end of fermentation.
- the whole slurry containing unfermented solubles and solids that exists from the bottom of the beer column in the distillation system of the dry grind process is called heavy stillage. Heavy 5 stillage is then centrifuged to separate solid and liquid streams.
- Wet cake which is also called distillers' grains (DG) refers to the solids from the centrifugation of heavy stillage.
- Thin stillage is the liquid setream from the centrifucation of the heavy stillage. It is concentrated by evaoporation to produce syrup which is later mixed with wet cake and dried to produce distillers dry grain with soluble (DDGS).
- the DG and DDGS are 0 mainly composed of seed hull, germ, proteins and soil and marketed as animal feed due to its high nutritional value.
- distillers' grains Due to its high content of polymeric sugars that have not been utilized during the dry grind process, distillers' grains (DG) have potential not only as an animal feed, but also as an additional source of fermentable sugars to produce more ethanol. The recycle and hydrolysis of distillers' grain as expected benefit dry grind ethanol process without the need to significantly alter or modify the existing dry grind technology and infrastructure.
- the DGs can be mixed with water or backset to get to an acceptable level of dry solids loading, e.g., about 5% to about 20%, and the mixture can then be pretreated by heating, followed by treatment by a formulation of cellulase such as those commercially available and readily obtained including Spezyme CP (Genencor, Palo Alto, CA), with beta-glucosidase such as Novozyme 188 (Novozymes, Franklin SC), etc. Kim et ah, (2008) Bioresour. Technol. 99, 5206. Processes such as these are known to increase the overall yield of ethanol from a given amount of grain-based feedstock.
- Other enzymes can also be added in addition or instead of the formulation of cellulase.
- xylanase and feruloyesterases have been added to the cellulase mixture, which have led to increased xylose and arabinose yields.
- the xylose and arabinose can then be fermented by an ethanologen capable of metabolizing C-5 sugars, and as such increasing the overall yield of ethanol even further.
- These typical DG recycling processes involve adding cellulases and/or hemicellulases after the initial round of grain to ethanol process which follows the traditional dry grind ethanol process.
- the cellulases and/or hemicellulases are added in a second saccharification step after the first round of a traditional dry grind grain ethanol process, helping to further break down the lignocellulosic components of the residual materials, which are thought to help release trapped residual starch and/or help producing monomeric sugars that can be fermented into ethanol.
- Such a saccharification step can be carried out together, completely separately, or overlapping in parts with the fermentation step in such a process. In such instances, small improved overall yield of ethanol can also be achieved.
- corn kernels are processed to roughly separate the starch-containing material from other matters, such as fiber and germ.
- the starch-containing material is then slurried with water and liquefied, in a first enzyme- catalyzed starch liquefaction step, utilizing alpha amylases, that result in the release of glucose from the starch.
- Alpha- amylases (EC 3.2.1.1) are endohydrolases that randomly cleave internal a-l,4-D-glucosideic bonds. They are capable of degrading the starch slurry to shorter maltodextrines. Often the liquefaction of the starch containing material is done by "cooking" the slurry at a temperature at or near the boiling point of water, but an alternative process is also practiced widely, there the raw starch is converted in the liquefaction step without cooking.
- Enzymatic liquefaction can for example involve multiple steps, wherein after the enzyme addition, the slurry is heated to a temperature between about 60 °C and about 95 °C. Then the slurry is further heated, for example, jet-cooked or otherwise, to a temperature of as high as 95 °C to 125 °C, then cooled down to about 60 °C to about 95 °C. More enzyme(s) can then be added, the mash can be held for another 30 minutes to 4 hours at 60 °C to 95 °C. As the alpha amylases degrade the starch, the viscosity of the mixture decreases. In some cases, cellulases are sometimes added to help reduce the viscosity of the mash more effectively.
- thermostable alpha amylases such as alpha amylass from Bacillus sp., are used.
- the liquefaction step reduces the viscosity and cleaves the long starch molecules into shorter maltodextrines, but the maltodextrines are typically insufficiently broken down to be readily fermented by yeast to form alcohol. Therefore a further enzymatic step is in most instances necessary to break down the maltodextrins.
- Glucoamylases and/or maltogenic alpha amylases are used for this second enzymatic step, whereby the enzymes catalyze the hydrolysis of the non-reducing ends of the maltodestrins formed after liquefaction, releasing glucose, malose and isomaltose.
- Optionallly debranching enzymes such as pullulanases are used to improve saccharfication.
- the second enzymatic step also called saccharification step, is typically conducted in an acidic environment (e.g., pH 4) and also at a mildly elevated temperature (e.g., about 60 °C).
- the product of the saccharification step is then fermented where the sugar is metabolized by an ethanologen (e.g., yeast) and converted into ethanol.
- an ethanologen e.g., yeast
- the product is presented as a mixture, or a "beer,” comprising a liquid component containing ethanol and water (among other matters) and a solid component containing unfermented particular or solid matters.
- the beer including both the solids and liquid components, is then distilled, during which the fermentation product is processed into ethanol and stillage containing solids in the form of a wet cake.
- the stillage wet cake can then be dried into distillers dried grains (DDG), whereas the liquid components post distillation can be evaporated and processed into a syrup, and oils contained in the stillage can also be recovered.
- the water removed from the liquid components optionally in combination with the water recovered from drying the DDG, can be treated for reuse at the plant, for example, as the water useful for making the grain slurry in the first step of ethanol production
- distillers' dry grain with soluble can generally contain about 20% or more total glucan, about 16% of the dry mass of which is cellulosic. See, Youngmi et al., (2008), Bioresource Technology, 99:5156-76. It has been estimated that breaking down such cellulosic parts of the grain plant materials can theoretically provide an additional 0.1 gallon of ethanol per bushel of corn, or an increased yield of 0.4-0.5%. See, Saville et al., (2005), Effect of Cellulase Supplementation on Cookline Operation in a Dry Mill Ethanol Plant, 27 th Symposium on
- cellulose and hemicellulose components of the plant feedstock material most likely co-exist in a heterogeneous mixture of complex polysaccharides that interact through covalent and non-covalent means.
- cellulose ⁇ -1,4 glucan
- Cellulose polymers self associate through hydrogen bonding, van der Waals
- cellulose microfibrils include noncrystalline regions, generally known as amorphous cellulose.
- the cellulose microfibrils are embedded in a matrix formed of hemicelluloses (including, e.g., xylans, arabinans, and mannans), pectins (e.g., galacturonans and galactans), and various other5 ⁇ -1,3 and ⁇ -1,4 glucans. These matrix polymers are often substituted with, for example,
- arabinogalactans arabinogalactans, galactomannans, and xyloglucans.
- the hemicellulose matrix is, in turn, surrounded by polyphenolic lignin.
- Endoglucanases cleave cellulose chains internally to shorter chains in a process that increases the number of accessible ends, which are more susceptible to exoglucanase activity than the intact cellulose chains.
- exoglucanases e.g., cellobiohydrolases
- cellobiohydrolases are specific for either reducing ends or non-reducing ends, liberating, in most cases, cellobiose, the dimer of glucose.
- the accumulating cellobiose is then subject to cleavage by cellobiases (e.g., P-l,4-glucosidases) to glucose.
- Cellulose contains only anhydro-glucose. In contrast, hemicellulose contains a number 5 of different sugar monomers. For instance, aside from glucose, sugar monomers in
- hemicellulose can also include xylose, mannose, galactose, rhamnose, and arabinose.
- Hemicelluloses mostly contain D-pentose sugars and occasionally small amounts of L-sugars. Xylose is typically present in the largest amount, but mannuronic acid and galacturonic acid also tend to be present. Hemicelluloses include xylan, glucuronoxylan, arabinoxylan, glucomannan, o and xyloglucan.
- Arabinoxylan is a polysaccharide composed of xylose and arabinose, wherein L-a -arabinofuranose residues are attached as branch-points to a ⁇ -(1,4)- 5 linked xylose polymeric backbone.
- the grain-based feedstock materials such as corn kernels and other grains can contain cellulose, hemicellulose, pectin, lignin, protein, and ash, among other components. Therefore in order to effectively and efficiently break down the o fibrous and cellulosic components of the grain feedstock, an enzyme blend/mixture/consortium comprising the requisite cellulase activities as well as hemicellulase activities are useful.
- An example of a multi-enzyme blend/composition suitable for use to increase production of ethanol in a conventional grain ethanol plant is one that comprises cellobiohydrolase(s), xylanase(s), endoglucanase(s), P-glucosidase(s), P-xylosidase(s), and, optionally, accessory proteins.
- the 5 enzyme blend/composition is suitably a non-naturally occurring composition.
- the multi- enzyme blend/composition can be added to the liquefaction mixture, but it is preferably added to the saccharification mixture enzyme composition is preferably added to the saccharification step.
- the saccharification step and fermentation step are simultaneous (SSF), and in those instances, the multi-enzyme blend/composition is added to the SSF mixture.
- the enzyme blends/compositions of the disclosure can comprise one or more cellulases.
- Cellulases are enzymes that hydrolyze cellulose (P-l,4-glucan or ⁇ D-glucosidic linkages) resulting in the formation of glucose, cellobiose, cellooligosaccharides, and the like.
- Cellulases have been traditionally divided into three major classes: endoglucanases (EC 3.2.1.4) ("EG”), exoglucanases or cellobiohydrolases (EC 3.2.1.91) (“CBH”) and ⁇ -glucosidases ( ⁇ -D-glucoside glucohydrolase; EC 3.2.1.21) (“BG”) (Knowles et al, (1987), Trends in Biotechnology 5(9):255- 261; Shulein, (1988), Methods in Enzymology, 160:234-242).
- Endoglucanases act mainly on the amorphous parts of the cellulose fiber, whereas cellobiohydrolases are also able to degrade crystalline cellulose.
- Cellulases for use in accordance with the methods and compositions of the disclosure can be obtained from, or produced recombinantly from, inter alia, one or more of the following organisms: Crinipellis scapella, Macrophomina phaseolina, Myceliophthora thermophila, Sordaria fimicola, Volutella colletotrichoides, Thielavia terrestris, Acremonium sp., Exidia glandulosa, Fomes fomentarius, Spongipellis sp., Rhizophlyctis rosea, Rhizomucor pusillus, Phycomyces niteus, Chaetostylum fresenii, Diplodia gossypina, Ulospora bilgramii, Saccobolus dilutellus, Penicillium verruculosum, Penicillium chrysogenum, Thermomyces verrucosus, Diaporthe syngenesia, Colle
- Cellulases suitable for use in the compositions and methods of the disclosure can be produced by engineering certain microorganisms capable of producing heterologous
- polypeptides overproducing endogenous polypeptides, or simply producing recombinantly engineered polypeptides in large amounts.
- the microorganism used to produce the cellulases is one that naturally has the capability of such high productivity, but the
- microorganism may also suitably be one that is engineered to achieve such high productivity.
- the microorganism used to produce the cellulases is one that is capable of secreting the polypeptides it heterologously produces, overproduces, or produces in very large amounts. Accordingly fermentation broths enriched with one or more of the cellulases described herein may be suitable.
- a number of microorganisms have been extensively studied and improved upon to be useful for producing such cellulases, including, for example, a Trichoderma, Humicola, Fusarium, Aspergillus, Neurospora, Penicillium, Cephalosporium, Achlya,
- the cellulases can be used directly in the form of the fermentation broth, which has not been subject to, or has only been minimally subject to, post-production processing such as purification, enrichment, filtration, clarification, etc.
- the cellulases can be used in the form of a cell-free fermentation broth.
- a cellulase for use in the method and/or composition of the disclosure is a whole cellulase and/or is capable of achieving at least 0.1 (e.g. 0.1 to 0.4) fraction product as determined by the calcofluor assay described below:
- Phosphoric acid swollen cellulose can be prepared from Avicel PH-101 using an adapted protocol of Walseth, (1971), TAPPI 35:228, and of Wood, (1971), Biochem. J. 121:353- 362.
- Avicel is solubilized in concentrated phosphoric acid then precipitated using cold deionized water. After the cellulose is collected and washed with water to achieve neutral pH, it is diluted to 1% solids in 50 mM sodium acetate buffer, at pH 5.0.
- All enzyme dilutions can be made made with a 50 mM sodium acetate buffer, pH 5.0.
- GC220 Cellulase (Danisco US Inc., Genencor) is diluted to 2.5, 5, 10, and 15 mg protein/g PASC, to produce a linear calibration curve. Samples to be tested are diluted to fall within the range of the calibration curve, i.e., to obtain a response of 0.1 to 0.4 fraction product.
- One hundred and fifty (150) ⁇ ⁇ of cold 1% PASC is added to each 20 ⁇ ⁇ of enzyme solution in suitable vessles, for example, 96-well microtiter plates.
- the enzyme blends/compositions of the disclosure can optionally comprise one or more ⁇ -glucosidases.
- ⁇ -glucosidase refers to a ⁇ -D-glucoside
- glucohydrolase classified as EC 3.2.1.21 and/or members of certain GH families, including, without limitation, members of GH families 1, 3, 9 or 48, which catalyze the hydrolysis of cellobiose to release ⁇ -D-glucose.
- Suitable ⁇ -glucosidase can be obtained from a number of microorganisms, by
- ⁇ - glucosidases from microorganisms include, without limitation, ones from bacteria and fungi.
- a ⁇ -glucosidase of the present disclosure is suitably obtained from a filamentous fungus.
- the ⁇ -glucosidases can be obtained, or produced recombinantly, from, inter alia, Aspergillus aculeatus (Kawaguchi et al. (1996) Gene, 173: 287-288), Aspergillus kawachi (Iwashita et al. (1999) Appl. Environ. Microbiol. 65: 5546-5553), Aspergillus oryzae (WO 2002/095014), Cellulomonas biazotea (Wong et al. Gene, 1998, 207:79-86), Penicillium funiculosum (WO 2004/078919), Saccharomycopsis fibuligera (Machida et al.
- Trichoderma reesei e.g., ⁇ -glucosidase 1 (U.S. Patent No. 6,022,725), ⁇ - glucosidase 3 (U.S. Patent No.6,982,159), ⁇ - glucosidase 4 (U.S. Patent No. 7,045,332), ⁇ - glucosidase 5 (US Patent No. 7,005,289), ⁇ -glucosidase 6 (U.S. Publication No. 20060258554), ⁇ -glucosidase 7 (U.S. Publication No. 20060258554)).
- ⁇ -glucosidase 1 U.S. Patent No. 6,022,725
- ⁇ - glucosidase 3 U.S. Patent No.6,982,159
- ⁇ - glucosidase 4 U.S. Patent No. 7,045,332
- ⁇ - glucosidase 5 US Patent No. 7,00
- the ⁇ -glucosidase can be produced by expressing an endogenous or exogenous gene encoding a ⁇ -glucosidase.
- ⁇ -glucosidase can be secreted into the extracellular space e.g., by Gram-positive organisms (e.g., Bacillus or Actinomycetes), or eukaryotic hosts
- ⁇ -glucosidase e.g., Trichoderma, Aspergillus, Saccharomyces, or Pichia.
- the ⁇ -glucosidase can be, in some circumstances, overexpressed or underexpressed.
- the ⁇ -glucosidase can also be obtained from commercial sources.
- commercial ⁇ -glucosidase preparation suitable for use in the present disclosure include, for example, Trichoderma reesei ⁇ -glucosidase in Accellerase ® BG (Danisco US Inc., Genencor); NOVOZYMTM 188 (a ⁇ -glucosidase from Aspergillus niger); Agrobacterium sp. ⁇ -glucosidase, and Thermatoga maritima ⁇ -glucosidase from Megazyme (Megazyme International Ireland Ltd., Ireland.).
- the ⁇ -glucosidase can be a component of a whole cellulase, as described in Section V.4 below.
- ⁇ -glucosidase activity can be determined by a number of suitable means known in the art, such as the assay described by Chen et al., (1992) Biochimica et Biophysica Acta, 121:54-60, wherein 1 pNPG denotes 1 ⁇ ⁇ of Nitrophenol liberated from 4-nitrophenyl- -D- glucopyranoside in 10 min at 50°C (122°F) and pH 4.8.
- the enzyme blends/compositions of the disclosure optionally comprise one or more endoglucanase.
- Any endoglucanase (EC 3.2.1.4) can be used in the methods and compositions of the present disclosure.
- An endoglucanse can be produced by expressing an endogenous or exogenous endoglucanase gene. The endoglucanase can be, in some circumstances, overexpressed or underexpressed.
- Trichoderma reesei EG1 (Penttila et al., (1986) Gene, 63: 103-112) and/or EG2 (Saloheimo et al., (1988) Gene, 63: 11-21) are suitably used in the methods and
- compositions of the present disclosure are provided.
- thermostable Thielavia terrestris endoglucanase (Kvesitadaze et al., (1995) Applied Biochem. Biotech. 50: 137-143) is, in another example, used in the methods and compositions of the present disclosure.
- a Trichoderma reesei EG3 (Okada et al. (1988) Appl.
- Acidothermus cellulolyticus EI endoglucanase (U.S. Pat. No. 5,536,655), a Humicola insolens endoglucanase V (EGV) (Protein Data Bank entry 4ENG), a Staphylotrichum coccosporum endoglucanase (U.S. Patent Publication No. 20070111278), an Aspergillus aculeatus
- endoglucanase Fl-CMC (Ooi et al. (1990) Nucleic Acid Res. 18:5884), an Aspergillus kawachii IFO 4308 endoglucanase CMCase-1 (Sakamoto et al. (1995) Curr. Genet. 27:435-439), an Erwinia carotovara (Saarilahti et al. Gene 1990, 90:9-14); or an Acremonium thermophilum ALK04245 endoglucanase (U.S. Patent Publication No. 20070148732) can also be used.
- Any cellobiohydrolase (EC 3.2.1.91) (“CBH") can be optionally used in the methods and blends/compositions of the present disclosure.
- the cellobiohydrolase can be produced by expressing an endogeneous or exogeneous cellobiohydrolase gene.
- the cellobiohydrolase can be, in some circumstances, overexpressed or under expressed.
- Trichoderma reesei CBHI (Shoemaker et al. (1983) Bio/Technology 1:691- 696) and/or CBHII (Teeri et al. (1983) Bio/Technology, 1:696-699) can be suitably used in the methods and blends/compositions of the present disclosure.
- Suitable CBHs can be selected from an Agaricus bisporus CBHI (Swiss Prot Accession
- AJ515705 a Neurospora crassa CBHI (GenBank Accession No. X77778), a Penicillium funiculosum CBHI (Cel7A) (U.S. Patent Publication No. 20070148730), a Penicillium janthinellum CBHI (GenBank Accession No. S56178), a Phanerochaete chrysosporium CBH o (GenBank Accession No. M22220), or a CBHI-2 (Cel7D) (GenBank Accession No. L22656), a Neurospora crassa CBHI (GenBank Accession No. X77778), a Penicillium funiculosum CBHI (Cel7A) (U.S. Patent Publication No. 20070148730), a Penicillium janthinellum CBHI (GenBank Accession No. S56178), a Phanerochaete chrysosporium CBH
- Talaromyces emersonii CBH1A GenBank Accession No. AF439935
- Trichoderma viride CBHI GenBank Accession No. X53931
- Volvariella volvacea V14 CBHI GenBank Accession No. AF156693
- An enzyme blend/composition of the disclosure can further comprise a whole cellulase.
- a "whole cellulase” refers to either a naturally occurring or a non-naturally occurring cellulase-containing composition comprising at least 3 different enzyme types: (1) an o endoglucanase, (2) a cellobiohydrolase, and (3) a ⁇ -glucosidase, or comprising at least 3
- an endoglucanase activity which catalyzes the cleavage of internal ⁇ -1,4 linkages, resulting in shorter glucooligosaccharides
- a cellobiohydrolase activity which catalyzes an "exo"-type release of cellobiose units ( ⁇ -1,4 glucose-glucose disaccharide)
- a ⁇ -glucosidase activity which catalyzes the release of glucose monomer 5 from short cellooligosaccharides (e.g., cellobiose).
- a "naturally occurring cellulase-containing" composition is one produced by a naturally occurring source, which comprises one or more cellobiohydrolase-type, one or more
- a naturally occurring cellulase-containing composition is, for example, one that is produced by an organism unmodified with respect to the cellulolytic enzymes such that the ratio or levels of the component enzymes are unaltered from that produced by the native organism in nature.
- non-naturally occurring cellulase-containing composition refers to a composition produced by: (1) combining component cellulolytic enzymes either in a naturally occurring ratio or a non-naturally occurring, i.e., altered, ratio; or (2) modifying an organism to overexpress or underexpress one or more cellulolytic enzymes; or (3) modifying an organism such that at least one cellulolytic enzyme is deleted.
- a “non-naturally occurring cellulase containing” composition can also refer to a composition resulting from adjusting the 5 culture conditions for a naturally-occurring organism, such that the naturally-occurring organism grows under a non-native condition, and produces an altered level or ratio of enzymes.
- the whole cellulase preparation of the present disclosure can have one or more EGs and/or CBHs and/or ⁇ -glucosidases deleted and/or overexpressed.
- a whole cellulase preparation can be from any microorganism o that is capable of hydrolyzing a cellulosic material.
- the whole cellulase preparation is a filamentous fungal whole cellulase.
- the whole cellulase preparation can be from an Acremonium, Aspergillus, Emericella, Fusarium, Humicola, Mucor, Myceliophthora, Neurospora, Penicillium, Scytalidium, Thielavia, Tolypocladium, or
- the whole cellulase preparation is, for example,an Aspergillus aculeatus,5 Aspergillus awamori, Aspergillus foetidus, Aspergillus japonicus, Aspergillus nidulans,
- the whole cellulase preparation can be a Fusarium bactridioides, Fusarium cerealis, Fusarium crookwellense, Fusarium culmorum, Fusarium graminearum, Fusarium graminum, Fusarium heterosporum, Fusarium negundi, Fusarium oxysporum, Fusarium reticulatum, Fusarium roseum, Fusarium o sambucinum, Fusarium sarcochroum, Fusarium sporotrichioides, Fusarium sulphureum,
- the whole cellulase preparation can also be a Humicola insolens, Humicola lanuginosa, Mucor miehei, Myceliophthora thermophila, Neurospora crassa, Penicillium purpurogenum, Penicillium funiculo sum, Scytalidium thermophilum, or Thielavia terrestris 5 whole cellulase preparation.
- the whole cellulase preparation can be a Trichoderma harzianum, Trichoderma koningii, Trichoderma longibrachiatum, Trichoderma reesei (e.g., RL- P37 (Sheir-Neiss G et al. (1984) Appl. Microbiol. Biotechnology, 20, pp.46-53), QM9414 (ATCC No. 26921), NRRL 15709, ATCC 13631, 56764, 56466, 56767), or a Trichoderma viride (e.g., ATCC 32098 and 32086) whole cellulase preparation.
- Trichoderma viride e.g., ATCC 32098 and 32086
- the whole cellulase preparation can, in particular, suitably be a Trichoderma reesei
- RutC30 whole cellulase preparation which is available from the American Type Culture Collection as Trichoderma reesei ATCC 56765.
- the whole cellulase preparation can also suitably be a whole cellulase of Penicillium funiculosum, which is available from the American Type Culture Collection as Penicillium funiculosum ATCC Number: 10446.
- the whole cellulase preparation can also be obtained from commercial sources.
- Examples of commercial cellulase preparations suitable for use in the methods and compositions of the present disclosure include, for example, CELLUCLASTTM and CellicTM (Novozymes A/S) and LAMINEXTM BG, IndiAgeTM 44L, PrimafastTM 100, PrimafastTM 200, SpezymeTM CP, 5 Accellerase ® 1000 and Accellerase ® 1500 (Danisco US. Inc., Genencor).
- Suitable whole cellulase preparations can be made using any microorganism cultivation methods known in the art, especially fermentation, resulting in the expression of enzymes capable of hydrolyzing a cellulosic material.
- fermentation refers to shake flask cultivation, small- or large-scale fermentation, such as continuous, batch, fed-batch, or o solid state fermentations in laboratory or industrial fermenters performed in a suitable medium and under conditions that allow the cellulase and/or enzymes of interest to be expressed and/or isolated.
- the microorganism is cultivated in a cell culture medium suitable for production of enzymes capable of hydrolyzing a cellulosic material.
- the cultivation takes place5 in a suitable nutrient medium comprising carbon and nitrogen sources and inorganic salts, using procedures and variations known in the art.
- suitable culture media, temperature ranges and other conditions for growth and cellulase production are known in the art.
- a typical temperature range for the production of cellulases by Trichoderma reesei is 24°C to 28°C
- the whole cellulase preparation can be used as it is produced by fermentation with no or minimal recovery and/or purification. For example, once cellulases are secreted into the cell culture medium, the cell culture medium containing the cellulases can be used directly.
- the whole cellulase preparation can comprise the unfractionated contents of fermentation material, including the spent cell culture medium, extracellular enzymes and cells.
- the 5 whole cellulase preparation can also be subject to further processing in a number of routine
- the whole cellulase preparation can be concentrated, and then used without further purification.
- the whole cellulase preparation can, for example, be formulated to comprise certain chemical agents that decrease cell viability or kill the cells after fermentation.
- the cells 0 can, for example, be lysed or permeabilized using methods known in the art.
- the endoglucanase activity of the whole cellulase preparation can be determined using carboxymethyl cellulose (CMC) as a substrate.
- CMC carboxymethyl cellulose
- a suitable assay measures the production of reducing ends created by the enzyme mixture acting on CMC wherein 1 unit is the amount of enzyme that liberates 1 ⁇ . of product/min (Ghose, T. K., (1987) Pure & Appl. Chem. 59, pp. 257-268).
- the whole cellulase can be a ⁇ -glucosidase-enriched cellulase.
- the ⁇ -glucosidase- enriched whole cellulase generally comprises a ⁇ -glucosidase and a whole cellulase preparation.
- the ⁇ -glucosidase-enriched whole cellulase compositions can be produced by recombinant means.
- such a whole cellulase preparation can be achieved by expressing a ⁇ - glucosidase in a microorganism capable of producing a whole cellulase
- the ⁇ -glucosidase- enriched whole cellulase composition can also, for example, comprise a whole cellulase preparation and a ⁇ -glucosidase.
- the ⁇ -glucosidase-enriched whole cellulase composition can suitably comprise at least 5 wt.%, 7 wt.%, 10 wt.%, 15 wt.% or 20 wt.%, and up to 25 wt.%, 30 wt.%, 35 wt.%, 40 wt.%, or 50 wt.% ⁇ -glucosidase based on the total weight of proteins in that blend/composition.
- the enzyme blends/compositions of the disclosure can comprise one or more
- hemicellulases which can help to break down the hemicellulose components of the grain material, further releasing residual trapped starch, and even provide broken-down soluble sugars that can be consumed by the ethanologen, the correlation of hemicellulase dose with
- hemicellulose hydrolysis involves coordinated actions of a number of enzymes.
- Hemicellulases are often grouped into three general categories: the endo-acting enzymes that attack internal bonds within polysaccharide chains, the exo-acting enzymes that act processively from either the reducing or the nonreducing end of the
- esterases can include coumaric acid esterase and ferulic acid esterase (Wong et al., (1988), Microbiol. Rev. 52:305-317; Tenkanen and Poutanen, (1992) Significance of esterases in the degradation of xylans, in Xylans and Xylanases, Visser et al., eds., Elsevier, New York, N.Y., pp.
- Suitable hemicellulases for use with the compositions and/or methods of the present disclosure include, for example, xylanases, arabinofuranosidases, acetyl xylan esterase, glucuronidases, endo-galactanase, mannanases, endo or exo arabinases, exo-galactanases, and o mixtures thereof.
- endo-acting hemicellulases and ancillary enzymes include, without limitation, endoarabinanase, endoarabinogalactanase, endoglucanase, endomannanase, endoxylanase, and feraxan endoxylanase.
- exo-acting hemicellulases and ancillary enzymes include, without limitation, L-a-arabinosidase, L-P-arabinosidase, a-l,2-L-fucosidase, a-D-galactosidase, ⁇ -D-galactosidase, ⁇ -D-glucosidase, ⁇ -D-glucuronidase, ⁇ -D-mannosidase,5 ⁇ -D-xylosidase, exoglucosidase, exocellobiohydrolase, exomannobiohydrolase, exomannanase, exoxylanase, xylan a-glucuronidase, and coniferin ⁇ -glucosidase.
- esterases include, without limitation, acetyl esterases (acetylgalactan esterase, acetylmannan esterase, and acetylxylan esterase) and aryl esterases (coumaric acid esterase and ferulic acid esterase).
- the hemicellulase is an exo-acting hemicellulase.
- the exo- o acting hemicellulase has the ability to hydrolyze hemicellulose under acidic conditions, for example, at or below pH 7.
- the hemicellulase is added in an effective amount.
- the hemicellulase is added to the multienzyme blends of the present disclosure in an amount of about 0.001 wt.% or more, about 0.002 wt.% or more, about 0.0025 wt.% or more, about 0.005 5 wt.% or more, or about 0.01 wt.% or more relative to the weight of solids in the complete
- the hemicellulase is added to the multienzyme blends of the present disclosure in an amount of about 0.001 wt.% to about 5.0 wt.%, for example, about 0.025 wt.% to about 4.0 wt.%, about 0.005 wt.% to about 2.0 wt.% relative to the weight of solids in the complete fermentation medium.
- the hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more xylanases.
- xylanase refers to any xylanase classified in or under EC 3.2.1.8. Suitable xylanases include, for example, a Caldocellum saccharolyticum xylanase (Luthi et al., (1990) Appl. Environ. Microbiol. 56(9):2677-2683), a Thermatoga maritima xylanase (Winterhalter & Liebel, (1995) Appl. Environ. Microbiol.
- Xylanases can suitably be obtained from a number of sources, including, for example, fungal and bacterial organisms, such as Aspergillus, Disporotrichum, Penicillium, Neurospora, Fusarium, Trichoderma, Hwmicola, Thermomyces, and Bacillus. Certain commercially available preparations comprising xylanase(s) can also be used in the compositions and methods of the present disclosure; those include Multifect® xylanase, Laminex® BG and Spezyme® CP (Danisco US, Genencor), and Celluclast® and Viscozyme® (Novozymes A/S).
- fungal and bacterial organisms such as Aspergillus, Disporotrichum, Penicillium, Neurospora, Fusarium, Trichoderma, Hwmicola, Thermomyces, and Bacillus.
- Certain commercially available preparations comprising xylanase(s) can also be used in
- the xylanase can be produced by expressing an endogenous or exogenous gene encoding a xylanase.
- the xylanase can be, in some circumstances, overexpressed or underexpressed.
- the xylanases can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, optionally also one or more other celllases and/or other enzymes such as accessory enzymes.
- the hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more ⁇ -xylosidases.
- ⁇ -xylosidase refers to any ⁇ -xylosidase classified in or under EC 3.2.1.37. Suitable ⁇ -xylosidases include, for example Talaromyces emersonii Bxll (Reen et al., (2003) Biochem. Biophys. Res. Commun. 305(3):579-85); as well as ⁇ -xylosidases obtained from Geobacillus stearothermophilus (Shallom et al., (2005) Biochem. 44:387-397);
- the ⁇ -xylosidase can be produced by expressing an endogenous or exogenous gene encoding a ⁇ -xylosidase.
- the ⁇ -xylosidase can be, in some circumstances, overexpressed or underexpressed by a suitable host cell.
- the one or more ⁇ -xylosidases can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, 15 optionally also one or more other celllases and/or other enzymes such as accessory enzymes.
- the hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more L-a-arabinofuranosidases.
- L-a-arabinofuranosidase refers to any enzyme classified in or under EC 3.2.1.55.
- they can be GH43 or GH51 enzymes.
- Suitable L-a- arabinofuranosidase can be obtained from, for example, Aspergillus oryzae (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Aspergillus sojae (Oshima et al., (2005) J. Appl. Glycosci. 52:261-265); Bacillus brevis (Numan & Bhosle, (2006) J. Ind. Microbiol.
- Fusarium oxysporum (Panagiotou et al., (2003) Can. J. Microbiol. 49:639-644); Fusarium
- Geobacillus stearothermophilus T-6 (Shallom et al, (2002) J. Biol. Chem. 277:43667-43673); Hordeum vulgare (Lee et al., (2003) J. Biol. Chem. 278:5377-5387); Penicillium chrysogenum (Sakamoto et al., (2003) Biophys. Acta 1621:204-210); Penicillium sp. (Rahman et al., (2003) Can. J. Microbiol. 49:58-64); Pseudomonas cellulosa (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol.
- Rhizomucor pusillus Rhizomucor pusillus (Rahman et al, (2003) Carbohydr. Res. 338: 1469-1476) ; Streptomyces chartreusis (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Streptomyces thermoviolacus (Numan & Bhosle, (2006) J. Ind.
- Humicola insolens (Sorensen et al., (2007) Biotechnol. Prog. 23: 100-107); Meripilus giganteus (Sorensen et al., (2007) Biotechnol. Prog. 23: 100-107); or Raphanus sativus (Kotake et al, (2006) J. Exp. Bot. 57:2353-2362).
- the L-a-arabinofuranosidase can be produced by expressing an endogenous or exogenous gene encoding an L-a-arabinofuranosidase.
- the L-a-arabinofuranosidase can be, in some circumstances, overexpressed or underexpressed by a suitable host cell.
- the one or more L-a-arabinofuranosidase can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, optionally also one or more other celllases and/or other enzymes such as accessory proteins or enzymes.
- the saccharification mixture can comprise enzymes other than
- glucoamylase(s) and the hemicellulases optionally the cellulases.
- a number of polypeptides that are known to be cellulosic accessory activities can also be used in conjunction with the methods and compositions herein to further increase or improve the yield of grain ethanol. See, e.g., Brigham et al., (1995) in Handbook on Bioethanol (Charles E. Wyman, ed.), pp. 119-141, Taylor & Francis, Washington D.C.; Lee, (1997) J. Biotechnol. 56: 1-24).
- the optimum amounts of such accessory enzymes may depend on a number of factors including, without limitation, the specific mixture of component cellulases and hemicellulases, the particular cellulosic and hemicellulosic compositions of the grain-based substrate, the temperature, time, and pH of the saccharification mixture, and the nature of the fermenting organism.
- accessory proteins include, without limitation, mannanases (e.g., endomannanases, exomannanases, and ⁇ -mannosidases); galactanases (e.g., endo- and exo- galactanases), arabinases (e.g., endo-arabinases and exo-arabinases), ligninases, amylases, glucuronidases, proteases, esterases (e.g., ferulic acid esterases, acetyl xylan esterases, coumaric acid esterases or pectin methyl esterases), lipases, glycoside hydrolase Family 61 polypeptides, xyloglucanases, CIPl, CIP2, swollenin, expansins, and cellulose disrupting proteins.
- mannanases e.g., endomannanases, exomannanases, and ⁇ -mannosidases
- accessory proteins can also include CIPl-like proteins, CIP2-like proteins, cellobiose dehydrogenases and manganese peroxidases. Certain of these accessory enzymes such as mannanases, galactanases, arabinases, and esterases are sometimes categorized as
- Alpha- Amylases Any alpha-amylases useful in liquefaction and/or saccharification of starch substrates are contemplated for use herein. Particularly useful are those displaying relatively high
- Alpha- amylases suitable for the liquefaction process may be from fungal or bacterial origin, particularly alpha-amylases isolated from thermophilic bacteria, such as Bacillus species. These Bacillus alpha-amylases are commonly referred to as "Termamyl-like alpha-amylases.” Well-known Termamyl-like alpha-amylases include those from B. licheniformis, B. amyloliquefaciens, and Geobacillus stearothermophilus (previously known as Bacillus stearothermophilus).
- Termamyl-like alpha-amylases include those derived from Bacillus sp. NCIB 12289, NCIB 12512, NCIB 12513, and DSM 9375, which are disclosed in WO 95/26397.
- Contemplated alpha-amylases may also derive from Aspergillus species, e.g., A. oryzae and A. niger alpha- amylases.
- alpha-amylases and products containing alpha- amylases include TERMAMYLTM SC, FUNGAMYLTM, LIQUOZYME® SC and SANTM SUPER (Novozymes A/S, Denmark), and SPEZYME® XTRA, GC 358, SPEZYME® FRED, SPEZYME® FRED-L, and SPEZYME® HP A (Danisco US Inc., Genencor Division).
- Alpha-amylases useful herein include wild-type (or parent) enzymes, as well as variants of the parent enzyme. Such variants may have about 80% to about 99% sequence identity to a Termamyl-like alpha-amylase or other wild-type amylase such as the Bacillus licheniformis alpha-amylase (disclosed in US 2009/0238923, filed Nov. 3, 2008) or Geobacillus stearothermophilus alpha-amylase (disclosed in US 2009/0252828, filed Nov. 3, 2008).
- Amylase variants disclosed in WO 96/23874, WO 97/41213, and WO 99/19467 are also contemplated for use herein, including the Geobacillus stearothermophilus alpha-amylase variant having the mutations A(181-182)+N193F compared to the wild-type alpha-amylase disclosed in WO 99/19467.
- a variant alpha-amylase may display one or more altered properties compared to those of the parent enzyme.
- the altered properties may advantageously enable the variant alpha-amylase to perform effectively in liquefaction.
- the altered properties may result in improved performance of the variant compared to its parent.
- These properties may include substrate specificity, substrate binding, substrate cleavage pattern, thermal stability, pH/activity profile, pH/stability profile, stability towards oxidation, stability at lower levels of calcium ion (Ca 2+ ), and/or specific activity.
- Representative alpha-amylase variants include those disclosed in US 2008/0220476, published Sept. 11, 2008; US
- Alpha-amylase activity may be determined according to the method disclosed in U.S. Patent No.5,958,739, with minor modifications.
- the assay uses p-nitrophenyl maltoheptoside (PNP-G7) as the substrate with the non-reducing terminal sugar chemically blocked.
- PNP- G 7 can be cleaved by an endo-amylase, for example alpha-amylase. Following the cleavage, an alpha-glucosidase and a glucoamylase digest the substrate to liberate free PNP molecules, which display a yellow color and can be measured by visible spectrophotometry at 410 nm. The rate of PNP release is proportional to alpha-amylase activity.
- the alpha-amylase activity of a sample is calculated against a standard control.
- Variant or mutant alpha-amylases can also be made by the skilled artisan for use herein, beginning for example with any known wild-type sequence. Many methods for making such variants, e.g. by introducing mutations into known genes, are well known in the art.
- the DNA sequence encoding a parent a-amylase may be isolated from any cell or microorganism producing the a-amylase in question, using various methods well known in the art. V.9.2. Glucoamylases
- Glucoamylases are commonly derived from a microorganism or a plant.
- glucoamylases can be of fungal or bacterial origin.
- Exemplary fungal glucoamylases are Aspergillus glucoamylases, in particular A. niger Gl or G2 glucoamylase (Boel et al. (1984), EMBO J. 3(5): 1097-1102), or variants thereof, such as disclosed in WO 92/00381 and WO 00/04136; A.
- awamori glucoamylase (WO 84/02921); A. oryzae glucoamylase (Agric. Biol. Chem. (1991), 55(4): 941-949), or variants or fragments 5 thereof.
- Other contemplated Aspergillus glucoamylase variants include variants with enhanced thermal stability: G137A and G139A (Chen et al. (1996), Prot. Eng. 9: 499-505); D257E and D293E/Q (Chen et al. (1995), Prot. Eng. 8: 575-582); N182 (Chen et al. (1994), Biochem. J.
- Exemplary fungal glucoamylases may also include Trichoderma reesei glucoamylase and its homologues as disclosed in U.S. Patent No. 7,413,879 (Danisco US Inc., Genencor Division).
- Glucoamylases may include, for example, T. reesei glucoamylase, Hypocrea citrina var.
- glucoamylases contemplated for use herein include Talaromyces glucoamylases, in particular derived from T. emersonii (WO 99/28448), T. leycettanus (U.S. Patent No. RE
- 2 o glucoamylases include glucoamylases from the genus Clostridium, in particular C.
- thermoamylolyticum EP 135138
- C. thermohydrosulfuricum WO 86/01831.
- Suitable glucoamylases include the glucoamylases derived from Aspergillus oryzae, such as a glucoamylase having about 50%, about 55%, about 60%, about 65%, about 70%, about 75%, about 80%, about 85%, or even about 90% identity to the amino acid sequence disclosed in
- Suitable glucoamylases may also include the glucoamylases derived from T. reesei, such as a glucoamylase having about 50%, about 55%, about 60%, about 65%, about 70%, about 75%, about 80%, about 85%, or even about 90% identity to the amino acid sequence disclosed in WO 08/045489 (Danisco US Inc., Genencor Division). T. reesei glucoamylase variants with altered properties, such as those disclosed in WO 08/045489 and US
- glucoamylases such as Spirizyme® Fuel, Spirizyme® Plus, and Spirizyme® Ultra (Novozymes A/S, Denmark), G-ZYME® 480, G-ZYME® 480 Ethanol, GC 147, DISTILLASE®, and FERMENZYME® (Danisco US Inc., Genencor Division).
- Glucoamylases may be added in an amount of about 0.02-2.0 GAU/g ds or about 0.1- 1.0 GAU/g ds, e.g., about 0.2 GAU/g ds.
- Pectinases include several different enzymes, for example pectolyase, pectozyme, pectinesterase, and polygalacturonase. Protopectinases can also be considered as pectinases for purposes herein.
- EC classes that include pectinases are at least EC 3.1.1.11 (pectin methyl esterase), 3.2.1.15 (polygalacturonase), 3.2.1.67 (exopolygalacturonase), 3.2.1.82 (exo-poly-a-galacturonosidase), 4.2.2.2 (pectic lyase), 4.2.2.9 (pectate disaccharide-lyase), 4.2.2.6 (oligogalacturonide lyase), and 4.2.2.10 (pectin lyase). Any of the foregoing alone or in any combination thereof may be used in accordance with the improved saccharification processes provided herein.
- pectinase enzymes include PANZYM (C.H. Boehringer Sohn (Ingelheim, West Germany)), ULTRAZYME (Ciba-Geigy, A.G. (Basel, Switzerland)),
- PECTOLASE (Grinsteelvaeket (Aarthus, Denmark)), SCLASE (Kikkoman Shoyu, Co. (Tokyo, Japan)), PECTINEX (Schweizerische Ferment, A.G. (Basel, Switzerland)), RAPID ASE (Societe Rapidase, S.A. (Seclin, France)), KLERZYME (Clarizyme Wallerstein, Co. (Des Plaines, USA)), PECTINOL/ROHAMENT (Rohm, GmbH (Darmstadt, West Germany)), and
- Phytases are useful for the present disclosure as they are capable of hydrolyzing phytic acid under the defined conditions of the incubation and liquefaction steps. In some
- the phytase is capable of liberating at least one inorganic phosphate from an inositol hexaphosphate (phytic acid).
- Phytases can be grouped according to their preference for a specific position of the phosphate ester group on the phytate molecule at which hydrolysis is initiated (e.g., as 3-phytases (EC 3.1.3.8) or as 6-phytases (EC 3.1.3.26)).
- a typical example of phytase is myo-inositol-hexakiphosphate-3-phosphohydrolase.
- Phytases can be obtained from microorganisms such as fungal and/or bacterial organisms. Some of these microorganisms include e.g. Aspergillus (e.g., A. niger, A. terreus, A. ficum, and A. fumigatus), Myceliophthora (M. thermophila), Talaromyces (T. thermophilus), Trichoderma spp (T. reesei), and Thermomyces (WO 99/49740). Phytases are also available from Penicillium species, e.g., P. hordei (ATCC No. 22053), P. piceum (ATCC No. 10519), or P.
- Penicillium species e.g., P. hordei (ATCC No. 22053), P. piceum (ATCC No. 10519), or P.
- phytases are available from Bacillus (e.g., B. subtilis, Pseudomonas, Peniophora, E. coli, Citrobacter, Enterobacter, and Buttiauxella (see WO2006/043178)).
- phytases are available such as NATUPHOS (BASF), RONOZYME P (Novozymes A/S), PHZYME (Danisco A/S, Diversa), and FINASE (AB Enzymes).
- the MaxaliqTM ONE (Danisco US Inc., Genencor Division) blend contains a thermostable phytase that is capable of efficiently reducing viscosity of the liquefact and breaking down phytic acid.
- the method for determining microbial phytase activity and the definition of a phytase unit has been published by Engelen et al. (1994) J. ofAOAC Int., 77: 760-764.
- the phytase may be a wild-type phytase, a variant, or a fragment thereof.
- the phytase is one derived from the bacterium Buttiauxiella spp.
- the Buttiauxiella spp. includes B. agrestis, B. brennerae, B. ferragutiase, B. gaviniae, B. izardii, B. noackiae, and B. warmboldiae. Strains of Buttiauxella species are available from DSMZ, the German National Resource Center for Biological Material (Inhoffenstrabe 7B, 38124
- Buttiauxella sp. strain Pl-29 deposited under accession number NCEVIB 41248 is an example of a particularly useful strain from which a phytase may be obtained and used according to the present disclosure.
- the phytase is BP- wild-type, a variant thereof (such as BP-11) disclosed in WO 06/043178, or a variant as disclosed in US 2008/0220498.
- a BP- wild-type and variants thereof are disclosed in Table 1 of WO 06/043178.
- Beta-amylases (EC 3.2.1.2) are exo-acting maltogenic amylases, which catalyze the hydrolysis of 1,4-a-glucosidic linkages in amylose, amylopectin, and related glucose polymers, thereby releasing maltose. Beta-amylases have been isolated from various plants and microorganisms (Fogarty et al.,
- beta-amylases are characterized by having optimum temperatures in the range from about 40°C to about 65°C, and optimum pH in the range from about 4.5 to about 7.0.
- Contemplated ⁇ -amylases include, but are not limited to, beta-amylases from barley Spezyme® BBA 1500, Spezyme® DBA, OptimaltTM ME, OptimaltTM BBA (Danisco US Inc., Genencor Division); and NovozymTM WBA
- Another enzyme that can optionally be added is a debranching enzyme, such as an isoamylase (EC 3.2.1.68) or a pullulanase (EC 3.2.1.41).
- Isoamylase hydrolyses a-l,6-D- glucosidic branch linkages in amylopectin and ⁇ -limit dextrins and can be distinguished from pullulanases by the inability of isoamylase to attack pullulan and by the limited action of isoamylase on a-limit dextrins.
- Debranching enzymes may be added in effective amounts well known to the person skilled in the art.
- blends/compositions remain very expensive, at least relative to the costs of enzymes used in o traditional grain ethanol industry such as alpha amylases and/or glucoamylases .
- the solution is to increase hemicellulase dosing to a level that is above a certain threshold, for example, to at least about 0.1 mg/g DS, for example, at least about 0.2 mg/g, at least about 0.5 mg/g, at least about 0.7 mg/g, at least about 1.0 mg/g, at least about 1.2 mg/g, at least about 1.5 mg/g, or even at least about 2.0 mg/g DS.
- a certain threshold for example, to at least about 0.1 mg/g DS, for example, at least about 0.2 mg/g, at least about 0.5 mg/g, at least about 0.7 mg/g, at least about 1.0 mg/g, at least about 1.2 mg/g, at least about 1.5 mg/g, or even at least about 2.0 mg/g DS.
- hemicellulases optionally together with cellulases, during the saccharification step, optionally in an SSF step, to increase the overall yield of ethanol from a grain-based feedstock, e.g., corn kernel, without increasing the viscosity of the post-distillation mixture and/or of the thin stillage.
- the amount of hemicellulases in the saccharification mixture is about 0.1 mg/g DS to about 2.5 mg/g DS, for example, about 0.3 mg/g DS to about 2.2 mg/g DS, or about 0.5 mg/g DS to about 1.5 mg/g DS.
- a pre- saccharification step of 1-4 hours may be included between the liquefaction step and the saccharification step.
- the hydrolysis is generally accomplished enzymatically by the presence of a glucoamylase.
- an alpha glucosidase and/or an acid alpha-amylase may also be included in the saccharification step.
- cellulases are added to the saccharification along with the glucoamylase to help boost the ethanol yield.
- hemicellulases are further added to the saccharification mixture. Accordingly the saccharification step is conducted in the presence of glucoamylase, optionally an alpha glucosidase and/or an acid alpha-amylase, a cellulase and/or a cellulase mixture as well as a hemicellulase or hemicellulase mixture.
- glucoamylase optionally an alpha glucosidase and/or an acid alpha-amylase
- a cellulase and/or a cellulase mixture as well as a hemicellulase or hemicellulase mixture.
- improved methods of saccharifying a starch-containing substrate such as a cereal grain or other starchy crop are provided.
- the methods are useful for preparing a fermentation feedstock.
- the methods comprise identifying a liquefied starch slurry (liquefact) that contains at least some lignocellulosic materials; contacting the liquefact with a liquefied starch slurry (liquefact) that contains at least some lignocellulosic materials; contacting the liquefact with a
- a fermentation feedstock is thus produced by the method and is useful for fermentation to produce a
- Such a fermentation feedstock produces a higher level of an intended fermentation product as compared to one produced from a comparable liquefact saccharified with an enzyme mixture comprising less or no hemicellulase.
- the enzyme activity, particularly the activity of the hemicellulase is o sufficient to at least: (a) increase concentration of at least one fermentable sugar in the
- microorganism used in fermentations will depend on the desired end product.
- yeast will be used as the fermenting organism.
- fermenting microorganism refers to any microorganism suitable for use in a desired fermentation process. Suitable fermenting microorganisms according to the instant disclosure are able to ferment, i.e., convert, sugars, such as, for example, 5 glucose, xylose, arabinose, mannose, galactose, or oligosaccharides, directly or indirectly into the desired fermentation product.
- sugars such as, for example, 5 glucose, xylose, arabinose, mannose, galactose, or oligosaccharides
- suitable fermenting microorganisms include, without limitation, fungal organisms, such as yeast.
- a suitable yeast can be selected from strains of the Saccharomyces spp., and in particular, Saccharomyces cerevisiae.
- Various types of yeast are 0 commercially available, among which, for example, ETHANOL REDTM yeast (available from
- Fermentis/Lesaffre, USA FALI (available from Fleischmann's Yeast, USA), SUPERSTARTTM and THERMOS ACC® fresh yeast (available from Ethanol Technology, WI, USA), BIOFERM AFT and XR (available from NABC— North American Bioproducts Corporation, GA, USA), GERT STRAND (available from Gert Strand AB, Sweden), or FERMIOL (available from DSM Specialties) can be employed in performing the methods of the invention described herein.
- the ethanol-producing microorganism is a yeast, and specifically Saccharomyces, such as strains of S. cerevisiae (U.S. Patent No. 4,316,956).
- the yeast is a Saccharomyces distaticus or a Saccharomyces uvarum.
- the yeast is a Kluyveromyces.
- Non-limiting examples of Kluvermoyces include Kluyveromyces marxianus or Kluyveromyces fragilis.
- the yeast is a Candida.
- Non-limiting examples of Candida include Candida pseudotropicalis and Candida brassicae.
- the yeast is a Clavispora.
- Non-limiting examples of Clavispora include Clavispora lusitaniae and Clavispora opuntiae.
- the yeast is a Pachysolen, e.g., a
- the yeast is a Bretannomyces, e.g., a Bretannomyces clausenii.
- Yeast fermentation has been described in the literature. See, e.g., Philippidis, (1996) Cellulose bioconversion technology, in Handbook on Bioethanol: Production and Utilization (Wyman, ed., Taylor & Francis, Washington, D.C., 179-212).
- the amount of starter yeast employed in the methods is an amount effective to produce a commercially significant amount of ethanol in a suitable amount of time, (e.g. to produce at least 10% ethanol from a substrate having between 25-40% DS in less than 72 hours).
- Yeast cells can be supplied in amounts of about 10 4 to 10 12 , and typically from about 10 7 to 10 10 viable yeast count per ml of fermentation broth.
- the fermentation will include in addition to a fermenting microorganisms (e.g., yeast), nutrients, optionally additional enzymes, including but not limited to phytases.
- yeast e.g., yeast
- the use of yeast in fermentation is well known. See, e.g., THE ALCOHOL
- Bacteria that can efficiently ferment glucose to ethanol include, for example, Zymomonas mobilis and Clostridium thermocellum (see, e,g., Philippidis, (1996) supra).
- the ethanologen can be one that has genetically manipulated by pathway engineering to introduce an added capability to metabolize, ferment and convert to ethanol also xylose and/or even arabinose in addition to the traditional C6 glucose sugars. See, e.g., Byoungjin Kim et al., (2012) Combinatorial Design of a Highly Efficient Xylose Utilizing Pathway for Cellulosic Biofuels Production in Saccharomyces cerevisiae, Applied and Environmental Microbiology, doi: 10.1128/ AEM.
- microorganisms can advantageously be used in the methods of the present disclosure.
- the fermenting microorganism is a Zymomonas mobilis with improved tolerance for acetate (see, e.g., U.S. Patent Publication US 2009/0221078).
- the fermenting microorganism is a Zymomonas mobilis with improved utilization of xylose (see, e.g.,, U.S. Patent Publication US 2009/0246846).
- the fermenting microorganism is a Zymomonas mobilis with the ability to ferment pentoses into ethanol (see, e.g., U.S. Patent Publication US 2003/0162271).
- the improved method as described herein may result in an improved ethanol yield.
- the improved ethanol yield is about 0.1 to about 1.0% greater than that of an ethanol production process not featuring the glucoamylase and the added hemicellulase.
- the ethanol yield may be expressed as "gal UD/bushel corn," reflecting gallon of undenatured ethanol produced per bushel corn.
- Modern technologies typically allow for an ethanol yield in the range of about 2.5 to about 2.8 gal UD/bushel corn. See Bothast & Schlich, (2005) Appl. Microbiol. Biotechnol., 67: 19- 25.
- the improved ethanol production efficiency may attribute to more efficient starch utilization in the starch processing as described herein.
- the residual starch present in 100 gram of grain by-products is at least about 10%, about 20%, or about 30% lower than that of an ethanol production process having starch liquefied at a temperature of about 85°C and at a alpha- amylase dosage required to reach a DE value of at least about 10 within 90 minutes.
- the fermentation end product may include without limitation glycerol, 1,3-propanediol, gluconate, 2-keto-D-gluconate, 2,5-diketo-D-gluconate, 2-keto-L-gulonic acid, succinic acid, lactic acid, amino acids and derivatives thereof. More specifically, when lactic acid is the desired end product, a Lactobacillus sp. (L. casei) may be used; when glycerol or 1,3- propanediol are the desired end products, E.
- Pantoea citrea may be used as the fermenting microorganism.
- the above enumerated list are only examples and one skilled in the art will be aware of a number of fermenting microorganisms that may be appropriately used to obtain a desired end product.
- a suitable variation on the standard batch system is the "fed-batch fermentation" system.
- the substrate is added in increments as the
- Continuous fermentation is an open system where a defined fermentation medium is added continuously to a bioreactor, and an equal amount of conditioned medium is removed simultaneously for processing.
- Continuous fermentation generally maintains the cultures at a constant high density, where cells are primarily in log phase growth.
- Continuous fermentation allows for the modulation of one or more factors that affect cell growth and/or product concentration.
- a limiting nutrient such as the carbon source or nitrogen source, is maintained at a fixed rate and all other parameters are allowed to moderate.
- a number of factors affecting growth can be altered continuously while the cell concentration, measured by media turbidity, is kept constant.
- Continuous systems strive to maintain steady state growth conditions. Thus, cell loss due to medium being removed should be balanced against the cell growth rate in the fermentation.
- ethanol may be extracted by, for example, distillation and optionally followed by one or more process steps.
- the yield of ethanol produced by the present methods will be at least about 8%, at least about 10%, at least about 12%, at least about 14%, at least about 15%, at least about 16%, at least about 17%, at least about 18%, and at least about 23% v/v.
- the ethanol obtained according to the process of the present disclosure may be used as, for example, fuel ethanol, drinking ethanol, i.e., potable neutral spirits, or industrial ethanol.
- Grain by-products from the fermentation typically are used for animal feed in either a liquid form or a dried form.
- non-starch by-products include crude protein, oil, and fiber, e.g., corn gluten meal.
- the starch is dry-milled, the by-products may include animal feed co-products, such as distillers' dried grains (DDG) and distillers' dried grain plus solubles (DDGS).
- DDG distillers' dried grains
- DDGS distillers' dried grain plus solubles
- the SSF reactions or methods of the disclosure are performed in a fermentation medium or a complete fermentation medium.
- a fermentation medium can thus be, for example, a medium resulting from a partial saccharification process.
- a fermentation medium can, in other embodiments, be a medium containing all the components necessary for the SSF reaction to take place. In that case, the fermentation medium is also termed "a complete fermentation medium.”
- a fermentation medium can, in yet other embodiments, be a medium wherein an SSF reaction is in progress or under way, and as such may contain certain products of saccharification.
- a complete fermentation medium includes enzymes capable of hydrolyzing
- carbohydrate-based cellulosic or other substrates e.g., a fermenting organism, and a suitable grain- based substrate (e.g. , as described herein).
- a suitable grain- based substrate e.g. , as described herein.
- fermentable sugars are formed through enzymatic hydrolysis, which are in turn metabolized by the fermenting organism to produce a fermentation product.
- an SSF reaction of the present disclosure is performed at a temperature of between 25 °C and 50 °C.
- the SSF reaction takes place at a temperature of 25 °C or above, 28 °C or above, 30 °C or above, 32 °C or above, 35 °C or above, or 38 °C or above.
- the SSF reaction takes place at a temperature of 50 °C or below, 45 °C or below, 40 °C or below, 38 °C or below, 35 °C or below, or 30 °C or below.
- the SSF reaction takes place in a temperature range of from 28 °C to 45 °C, such as from 30 °C to 40 °C, from 32 °C to 38 °C.
- the SSF reaction is carried out at a temperature of from 32 °C to 35 °C.
- the SSF reaction is carried out at a temperature of about 32 °C.
- the temperature at which the SSF reaction is carried out can, for example, be adjusted up or down during the reaction.
- SSF processes are usually carried out as batch fermentation processes, wherein the fermentation is conducted from start to finish in a single tank.
- SSF processes can be carried out as continuous fermentation processes which are steady-state fermentation systems that operate without interruption, and wherein each stage of the fermentation occurs in a separate section of a given fermentation system, and flow rates are set to correspond to required residence times.
- the individual steps in a fermentation process of the disclosure can be performed batch-wise or continuously. Processes where all steps are performed batch-wise, or processes where all steps are performed continuously, or processes where one or more steps are performed batch-wise and one or more steps are performed continuously are contemplated herein.
- a fed-batch SSF process may be desirable.
- a fed-batch process entails a batch phase and a feeding phase.
- the culture medium of the batch phase and the culture medium added during the feeding phase are chemically defined, and the culture medium of the feeding phase is added, at least for a fraction of the feeding phase, at a feeding rate that follows a pre-defined exponential function, thereby maintaining the specific growth rate at a pre-defined value.
- An SSF reaction of the present disclosure can suitably proceed for a period of 6 hours to 180 hours.
- an SSF reaction of the disclosure can proceed for 12 hours tol68 hours, 24 hours to 180 hours, 36 hours to 120 hours, 48 hours to 180 hours, 72 hours to 168 hours, 100 hours to 180 hours, etc.
- the SSF fermentation processes of the disclosure include, without limitation, fermentation processes used to produce fermentation products including alcohols (e.g., ethanol, methanol, butanol, 1,3-propanediol); organic acids (e.g., citric acid, acetic acid, itaconic acid, lactic acid, gluconic acid, gluconate, lactic acid, succinic acid, 2,5 diketo-D-gluconic acid); ketones (e.g., acetone); amino acids (e.g., glutamic acid); gases (e.g., H 2 and C0 2 ), and more complex compounds, including, for example, antibiotics (e.g., penicillin and tetracycline);
- alcohols e.g., ethanol, methanol, butanol, 1,3-propanediol
- organic acids e.g., citric acid, acetic acid, itaconic acid, lactic acid, gluconic acid, gluconate,
- vitamins e.g., riboflavin, B 12 , ⁇ -carotene
- hormones e.g., riboflavin, B 12 , ⁇ -carotene
- the present disclosure provides a set of SSF conditions that are specifically suitable for use with a recombinant fermenting bacteria such as a Zymonmonas (i.e., also termed “recombiant Zymomonas SSF conditions" herein).
- a Zymonmonas i.e., also termed "recombiant Zymomonas SSF conditions” herein.
- these conditions include carrying out the SSF flask runs anaerobically under suitable recombinant Zymomonas mobilis, and carrying out the reaction at about 33 °C, pH 5.8, and about 10 wt.% to 25 wt.% solids loading, dependent upon the particular substrates.
- These conditions also include, for example, commencing the fermentation by the addition of 10% of a suitable Zymomonas mobilis strain, for example, strains ZW705 (recombinant) or ZW1 (wild-type) inoculum (5 g), into the reaction mixture without any additional nutrients.
- a suitable Zymomonas mobilis strain for example, strains ZW705 (recombinant) or ZW1 (wild-type) inoculum (5 g)
- the present disclosure provides a set of SSF conditions that are specifically suitable for use with a fermenting microorganism that is a fungus, for example, a S. cerevisiae yeast ⁇ i.e., also termed "yeast SSF conditions" herein).
- these conditions include carrying out the reaction with a suitable yeast strain, for example the THERMOSACC® DRY yeast, at 38 °C and pH 5.0, inoculation at 0.1 wt without any additional nutrients, carrying out the SSF runs anaerobically by, for example C0 2 outgassing, using a reaction mixture comprising the liquefact, water, saccharification enzyme(s) and the yeast strain, as well as agitating the reaction vessel at an appropriate speed, for example, at 100 RPM, for a suitable period of time, for example, from 12 hours to 180 hours, such as 24 hours to 168 hours, 48 hours to 180 hours, 72 hours to 168 hours, 96 hours to 180 hours, etc.
- a suitable yeast strain for example the THERMOSACC® DRY yeast
- the fermentation product can be any substance that is produced by the fermenting organism.
- the substance is an alcohol.
- alcohol encompasses a substance that contains one or more hydroxyl moieties.
- the alcohol is arabinitol.
- the alcohol is butanol.
- the alcohol is ethanol.
- the alcohol is glycerol.
- the alcohol is methanol.
- the alcohol is 1,3-propanediol.
- the alcohol is sorbitol.
- the alcohol is xylitol.
- Distillation can be performed on the fermentation broth from the fermentation step to recover the fermentation products such as, for example, ethanol.
- the fermentation and distillation steps can be carried out simultaneously or separately/sequentially.
- two products are recovered: an alcohol, such as, for example, ethanol, and a fermentation rest or residual product (whole stillage).
- the alcohol being an azeotropic mixture with water, is further purified in the separation step by a standard process such as, for example, molecular sieving.
- ethanol with a purity of up to about 96 vol.% can be obtained, which can be used as, for example, fuel ethanol, drinking ethanol, i.e., potable neutral spirits, or industrial ethanol.
- any method known in the art can be used for recovery, including, but not limited to, chromatography (e.g. , ion exchange, affinity, hydrophobic, chromatofocusing, and size exclusion), electrophoretic procedures (e.g. , preparative isoelectric focusing), differential solubility (e.g. , ammonium sulfate precipitation), SDS-PAGE, distillation, or extraction.
- chromatography e.g. , ion exchange, affinity, hydrophobic, chromatofocusing, and size exclusion
- electrophoretic procedures e.g. , preparative isoelectric focusing
- differential solubility e.g. , ammonium sulfate precipitation
- SDS-PAGE distillation, or extraction.
- a corn-based starch slurry (liquefact) was generated under industry standard conditions. Ground corns were slurried to obtain about 32% dry solid (DS), and the slurry pH was adjusted to about pH 5.8, and an alpha amylase (e.g., Spezyme® XTRA, Danisco US Inc) suitable for use at this pH was dosed at about 2 AAU/g DS. The slurry was then jet cooked at 107°C. The mash o liquefact was held at about 85°C for about 90 minutes with an additional 2.0 AAU/g DS of alpha amylase added. The final dry solids level of the mash was about 23°C.
- an alpha amylase e.g., Spezyme® XTRA, Danisco US Inc
- the corn-based starch slurry can be generated with a single enzyme dosing of 4 AAU/g DS of alpha amylase (e.g., Spezyme® XTRA, Danisco US Inc.) prior to jet cooking at the same temperature and pH as above.
- alpha amylase e.g., Spezyme® XTRA, Danisco US Inc.
- hemicellulases TAO control
- 0.36 mg/g DS 0.36 mg/g DS
- 2.16 mg/g DS were dosed.
- Incubation was 0 carried out at pH 4.46-4.5, at 34°C, for about 96 hours, with gentle agitation at about 100 RPM.
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Abstract
Described are compositions and methods comprising the use of hemicellulases at a level above a certain threshold to improve and increase the production yield of ethanol from grains.
Description
USE OF HEMICELLULASES TO IMPROVE ETHANOL PRODUCTION
CROSS REFERENCE TO RELATED APPLICATION [01] This application claims benefit of priority from US provisional application USSN 61/892,299, filed 17 October 2013 and is incorporated herein by reference in its entirety.
TECHNICAL FIELD
[02] Described are methods pertaining to the use of hemicellulases and enzyme mixtures comprising such hemicellulases during saccharification of grain-based plant materials, which leads to the improved production of ethanol from such plant materials and/or the production of by-products having improved properties.
BACKGROUND
[03] Today United States is the largest ethanol producer, and most of that ethanol is blended with gasoline as an oxygenate, at a 10% level typically in the past, but at a higher 15% level in recent years.
[04] Currently most of the fuel ethanol is produced from grain-based feedstock (such as corn), with an insignificant portion, if any, of fuel ethanol produced strictly from cellulosic feedstocks (such as agricultural wastes, switchgrass, other plant materials such as wood, sugar cane, bagasse). While there has been recent and intense interest in producing ethanol from primarily cellulosic feedstocks, most fuel ethanol remains produced in conventional grain ethanol plants today.
[05] Starch is the major carbohydrate storage product in corn kernels, constituting about 70- 72% of the kernel weight on a dry weight basis. Starch is readily converted to glucose, using known enzymes, and the glucose thus-made can be fermented into ethanol using a suitable ethanologen, which is typically a yeast.
[06] Two alternative processes, dry grind and wet mill, are used to produce fuel ethanol from grains, each with somewhat different levels of effectiveness, but very different levels of energy and water consumption. The dry grind process is practiced in about two thirds of the grain ethanol industry, whereas the wet mill process is practiced in the remainder. The levels of conversion are not very different between the two processes, with wet mill typically achieving the production of about 2.5 gallons of ethanol per bushel of corn, whereas dry grind achieving the production of a slightly higher number, about 2.8, of gallons of ethanol per bushel of corn.
[07] The energy and capital requirements, on the other hand, are quite substantially different between the wet mill and the dry grind processes. The wet milling process involves separating the grain into starch, fiber, gluten and germ, but higher value products are made from each of the components. For example, after the germ is removed from the kernel, corn oil can be extracted 5 from the germ, at a level of about 1.5 pounds per bushel of corn. The residual germ meal can be added to the corn fiber and hull, forming a corn gluten feed for animals, at a level of about 13.5 pounds per bushel of corn. Gluten can be separated from the rest and be readily processed into corn gluten meal, which is a high-protein premier animal feed, at a level of about 2.5 pounds per bushel of corn. The remaining starch, once separated from the solids, which are used for the o various purposes described above, can be made into fermentable sugars, which can in turn be fermented into ethanol.
[08] The dry grind ethanol process, also called dry milling process, processes whole kernels without the steeping and fraction steps. The whole grain is milled, cooked, hydrolyzed, and fermented to produce ethanol. The dry grind process generates less high-value products such as5 gluten meals or corn oil, but the simpler process also means lesser energy and capital intensity.
The clean corn is milled (ground) and mixed with water to form a mash, which is then cooked. Enzymes are added to the cooked mash, converting the starch to fermentable sugars. Yeast is then used to ferment the sugars into ethanol. The mixture containing the ethanol and the remaining solids is then distilled and dehydrated, producing fuel ethanol. The post-distillation o solids are dried to produce distillers dried grains, a highly nutritional co-product or by-product that contains differing levels of proteins, unhydrolyzed and unfermented components as well as yeasts at the end of fermentation, which can be used as animal feed supplements, at a level of 15 pounds or more per bushel of corn.
[09] In the dry grind process, after distillation, what remains is a fraction including various 5 solids and a liquid phase that is intermingled with the solids. The fraction includes oil, protein components, but mostly fiber, together with the unfermented starch. It is subject to a separation procedure, where the thin stillage (the liquid part) is separated from the insoluble solid fractions using centrifugation or press/extrusion. The stillage leaving the beer column is centrifuged with a decanter. Often a portion of at least 10% (e.g., 20% or even 30%) of the thin stillage is
0 recycled as backset. The remaining thin stillage is concentrated through evaporation, the
resulting concentrated thin stillage, which is now a thick, viscous syrup, is then mixed together with the solid fraction, creating a wet distiller's grain with soluble (WDGS), which can be used directly as an animal feed, but, is often further dried to improve shelf life to allow for the duration of transportation and storage. The furthered dried animal feed product is called dry
distiller's grain with soluble (DDGS). The drying process further adds to the energy consumption, which can often be as high as one third of all energy consumption of a given dry grind plant.
[10] Corn ethanol plants using conventional enzymatic starch processing in either wet milling or dry grind processes will invariably see the loss of theoretical ethanol yield as a result of residual starch. It is believed that at least some of the residual starch is trapped by the cellulosic and hemicellulosic components of the grain material. Therefore reducing or disruption of such entrapment can make previously unavailable starch accessible for fermentation to make more ethanol. To accomplish such disruptions, cellulases and certain hemicellulases have been applied, which were thought to not only help release the residual starch but also potentially increase the production of monomeric and fermentable sugars from the not insignificant amounts of lignocellulosic components of the grain substrates.
[11] Due to its high content of polymeric sugars that have not been utilized during the dry grind process, distillers' grains (DG) have potential not only as an animal feed, but also as an additional source of fermentable sugars to produce more ethanol. The recycle and hydrolysis of distillers' grain benefit dry grind ethanol process by improving the ethanol yield without the need to significantly alter or modify the existing dry grind technology and infrastructure. In practice, DDGs have been mixed with water to achieve an acceptable level of dry solids loading, and the mixture was then pretreated by heating, followed by treatment by a formulation of cellulase such as those commercially available and readily obtained including Spezyme CP (Genencor, Palo Alto, CA), supplemented with beta-glucosidase such as Novozyme 188
(Novozymes, Franklin SC), etc. Kim et ah, (2008) Bioresour. Technol. 99, 5206. Other measures aimed at harnessing residual sugars from the DGs include the treatment of such materials with certain hemicellulases such as xylanase, and/or feruloyesterases in addition to cellulase mixtures as those described in Kim et al. {supra), thereby increasing xylose and arabinose yields.
[12] The DG recycling processes as described above help to increase the overall ethanol yield from a given amount of a grain-based substrate. These processes typically comprised adding cellulases and/or hemicellulases after the initial round of dry grind grain-to-ethanol process. The cellulases and/or hemicellulases are added in a second or follow-on saccharification step in order to break down the cellulosic components of the residual materials.
[13] Entrapped residual starch can also be released upstream prior to or during the
saccharification step, by adding cellulass, thereby consolidating the saccharification steps into one. For example, cellulases have been added to the liquefaction step, and to the first and only
saccharification step of a traditional dry grind ethanol production process, which is optionally carried out in conjunction or separately with the fermentation step to enhance the production yield of ethanol. See, for example, the disclosures of U.S. Published Patent Application
2012/0276593.
[14] It is thought that approaches such as these use cellulases to achieve a few potentially interconnected effects: (1) to further reduce the viscosity of the feedstock slurry during liquefaction; (2) to potentially break down the fibrous cellulosic materials in the feedstock slurry releasing soluble cellulosic sugars such as glucose and oligomers that are fermentable to ethanol; and (3) and help to release the residual starch that is entrapped or bound to the cellulosic materials. See, Ohgren et ah, (2007) Process Biochemistry, Vol. 42, pp 834-39. Cellulases blended with glucoamylase during saccharfication and or fermentation has been reported to reproducibly and reliably increase ethanol yield to a small but economically not insignificant amount.
[15] It was said that, if fully converted to glucose, the cellulose of the corn grain can theoretically produce about an additional 0.1 gallon of ethanol per bushel of corn. Saville & Yacyshyn, (2005) Effect of Cellulase Supplementation on Cookline Operation in A dry Mill Ethanol Plant, 27th Symposium on Biotechnology for Fuels and Chemicals, May 1-4, 2005, Denver Colo. It was thought that if such a theoretical conversion yield could be achieved, then product yields (of ethanol) can be increased by 0.4 to 0.5% from that obtained from a traditional dry grind process without the addition/inclusion of cellulases. Due to the size of the grain ethanol industry, processes that can improve yields of the fermentation products, such as ethanol, and/or the quality or property of the by-product, would represent an advancement in the art. Even small reproducible improvements in yield, if attainable without additional energy and resource input would be valuable.
SUMMARY
[16] Described is a new method for increasing or improving the level of ethanol produced from a starch-containing grain such as corn kernels by adding treating the liquefact of such a starch-containing substrate with an enzyme composition comprising at or above a threshold level of one or more hemicellulases.
[17] As observed in the prior art, adding cellulases to the saccharification step in conjunction with glucoamylase either breaks down the cellulose of the grain materials in the liquefact, or helps to release the residual starch trapped in the cellulose-part of the grain material, for example the corn fiber, or both. The amount of cellulose in a given grain-based substrate can be readily
determined and it was known that adding increasing amounts of cellulases up to the level of full theoretical conversion of all the cellulose would cause an attendant increase in ethanol yield that is small but significant for commercial purposes.
[18] It is also known that the grain-based materials contain substantial amounts of
5 hemicelluloses, and depending on the type of grain, the hemicellulose content may be greater or smaller. It can be expected that adding hemicellulase(s) to a saccharification step, optionally together with cellulases, in the presence of a glucoamylase, would increase the overall yield of ethanol even further. This, together with the knowledge that, at least when used in the context of cellulosic hydrolysis of lignocellulosic biomass, the presence of hemicellases synergistically o boosts the performance of cellulosic conversion. However, quite unexpectedly, when small amount of hemicellulases was added to the saccharification step, not only was there no increase of ethanol yield observed but the process had to be terminated due to significant rise of pressure downstream. A dramatic increase in viscosity or thickness was observed in the post distillation mixture and the thin stillage. The thin stillage became difficult to pump. This made the thin5 stillage much more difficult to effectively evaporate in order to produce syrup. The increase in thin stillage viscosity and/or thickness can be alleviated by the addition of water to the thin stillage itself, but this approach presents more problems rather than a viable solution because the amount of energy expenditures associated with evaporating and concentration a thus-produced much larger volume of thin stillage is significant, and the resulting syrup would tend to be dilute, o difficult to handle, and had much reduced nutritional value.
[19] It was surprisingly discovered that, rather than removing the hemicellulases or reducing the level of hemicellulases in the saccharification to reduce the downstream pressure and viscosity of the thin stillage, thus foregoing the small theoretical increase in ethanol yield that should occur as a result of the hemicellulosic hydrolysis, increasing the level of hemicellulases 5 in the saccharification mixture to above a certain threshold level would resolve not only the
downstream pressure buildup issues but also allow the production of an increased overall yield of ethanol.
[20] While not wishing to be bound by theory, it is believed that the viscosity buildup in the thin stillage is caused by the incompletely broken down arabinoxylan oligomers, which are
0 viscose themselves, have high affinity for water and capable of sequestering water. The stepping up or increasing to above a threshold level of hemicellulases in the saccharification step results in a more complete breakdown of the arabinoxylan oligomers into smaller soluble sugars or those sugars with oligosaccharide chains too short to sequester water, thus releasing the sequestered water as well as the remaining trapped starch for ethanol production. The increasing
hemicellulases break down hemicellulose, and in the presence of cellulases, provide a boost to the cellulase activities causing more effective and complete breakdown of cellulose in the grain materials. The increasing hemicellulases as such can also effectuate further release of trapped residual starch.
5 [21] In a first aspect of the invention, a composition comprising a liquefied starch slurry, a glucoamylase, and one or more hemicellulases is provided. The one or more hemicellulases in the composition of the first aspect are present in at least 0.1 mg/g, for example, at least 0.2 mg/g, at least 0.3 mg/g, at least 0.4 mg/g, at least 0.5 mg/g, at least 0.6 mg/g, at least 0.7 mg/g, at least 0.8 mg/g, at least 0.9 mg/g, at least 1 mg/g, at least 1.2 mg/g, at least 1.5 mg/g, at least 1.8 mg/g, at o least 1.9 mg/g, at least 2.0 mg/g, or at least 2.2 mg/g, or even at least 2.5 mg/g of dry solids in the saccharification mixture.
[22] In some embodiments, considering the theoretical level of hemicellulose in a given grain- based substrate available for hydrolysis by hemicellulases, the one or more hemicellulases in the composition of the first aspect can be present in an amount of between about 0.1 mg/g and about5 3.0 mg/g, or about 0.2 mg/g to about 2.5 mg/g, or about 0.5 mg/g to about 2.0 mg/g, or about 0.7 mg/g to about 2.5 mg/g, or about 0.2 mg/g to about 1.5 mg/g, or even about 0.2 mg/g to about 2.0 mg/g, of dry solids.
[23] In certain embodiments, the starch in the composition of the first aspect is obtained from corn, wheat, barley, sorghum, rye, sweet sorghum, rice, rye, potatoes, or other suitable grains, or o any combinations thereof. In certain preferred embodiments, the starch is from corn.
[24] In some embodiments, the composition of the first aspect further comprises one or more starch-degrading enzymes selected from a de-branching enzyme, a pectinase, a beta-amylase, an alpha-amylase, or a phytase. In certain embodiments, at least two among the listed starch- degrading enzymes are present, for example, an alpha amylase, and a phytase; or a pectinase and an 5 alpha amylase; or a beta-amylase and an alpha-amylase, or a de-branching enzyme and a pectinase; or a phytase and a de-branching enzyme. In certain embodiments, at least three starch-degrading enzymes are present, for example, an alpha amylase, a phytase and a pectinase; an alpha amylase, a beta-amylase, and a phytase; or an alpha amylase, a pectinase and a de-branching enzyme, etc. In certain embodiments, the starch degrading enzymes dosed in addition to the glucoamylase in the 0 composition of the first aspect is about 1 AAU/g DS to about 6 AAU/g DS for alpha amylase (e.g., about 1.5 AAU/g DS to about 5 AAU/g DS, about 2 AAU g/DS to about 4 AAU/g DS), and the dosing of alpha amylase can be achieved by a single addition or multiple additions of enzymes to the composition.
[25] In certain embodiments, the amount of glucoamylase used in the composition is at least about 0.2 mg/g DS, but more preferably at least about 0.3 mg/g DS, or most preferably at a level that is 0.4 mg/g DS or higher.
[26] In some embodiments, the composition of the first aspect further comprises one or more 5 enzymes that are cellulases. For example, the cellulases may be selected from one or more of cellobiohydrolases, endoglucanases, and/or beta-glucosidases. In certain embodiments, the composition of the first aspect comprises at least two different cellulases, for example, an endoglucanase and a cellobiohydrolate; or a cellobiohydrolase and a different cellobiohydrolase; an endoglucanase and a different endoglucanase; an endoglucanase and a beta-glucosidase; or a o cellobiohydrolase and a beta-glucosidase. In certain embodiments, the composition of the first aspect comprises three or more different cellulases. For example, the composition may comprise an endoglucanase and two different cellobiohydrolases; or an endoglucanase, a cellobiohydrolase and a beta-glucosidase; or two different endoglucanases and one cellobiohydrolase, etc.
[27] The amount of cellulase used in a commercial setting would often depend upon the balance5 of the cost associated with making, using, or purchasing the cellulases for use in the grain ethanol plants vs. the benefits associated with the small amounts of increased yield of ethanol. In certain embodiments, the amount of cellulases used in the composition is at least about 0.02 mg/g, at least about 0.05 mg/g, at least about 0.10 mg/g, at least about 0.2 mg/g, at least about 0.3 mg/g, at least about 0.35 mg/g, but more preferably at least about 0.35 mg/g DS, but more preferably at least o about 0.40 mg/g DS, or about 0.45 mg/g DS, or even about 0.50 mg/g DS. For example, the
amount of cellulases used in the composition of the first aspect may be as low as 0.02 mg/g, 0.03 mg/g, 0.04 mg/g, or 0.05 mg/g DS, or as high as 0.55 mg/g DS, 0.6 mg/g DS, 0.7 mg/g DS, 0.8 mg/g DS, 0.9 mg/g DS, 1.0 mg/g DS, 1.5 mg/g DS, 2.0 mg/g DS, 2.5 mg/g DS, or even higher.
[28] The amount of hemicellulases used, on the other hand, depends on quite a different set of 5 other factors from those related to the use of cellulases, as provided herein. In certain
embodiments, the one or more hemicellulases of the composition of the first aspect may be selected from a xylanase, a beta-xylosidase, and an L-alpha-arabinofuranosidase. In some embodiments, the composition of the first aspect comprises at least two hemicellulases, for example, a xylanase, and a beta-xylosidase; two different xylanases, a xylanase and an
0 arabinofuranosidase; a beta-xylosidase and an L-alpha-arabinofuranosidase, etc. In some
embodiments, the composition of the first aspect may comprise three or more hemicellulases. For example, the composition of the first aspect may comprise a xylanase, a beta-xylosidase and an L- alpha-arabinofuranosidase.
[29] In some embodiments, the amount of hemicellulases used in the composition is at least about 0.1 mg/g DS, but more preferably at least about 0.2 mg/g DS, or about 0.5 mg/g DS, or even about 0.7 mg/g DS, or even higher. In some embodiments, the amount of hemicellulases present can be expressed using more real-life, industrially-relevant units, for example, in an amount of at least about 0.1 kg/metric ton, at least about 0.2 kg/metric ton, or at least about 0.5 kg/metric ton, or even about 0.7 kg/metric ton of dry solids, or even higher. Taking into account of the theoretical content of hemicellulose in a given grain-based substrate available for hydrolysis, however, the amount of hemicellulases present in the composition can be, in certain embodiments, about 0.1 mg/g DS to about 2.5 mg/g DS, or about 0.2 mg/g DS to about 2.0 mg/g DS, or about 0.5 mg/g DS to about 1.5 mg/g DS, or about 0.2 mg/g DS to about 1.8 mg/g DS, or even about 0.7 mg/g DS to about 1.7 mg/g DS. Expressed in an industrially relevant scale, the hemicellulases are dosed at about 0.1 kg/metric ton to about 2.5 kg/metric ton of dry solids, or about 0.2 kg/metric ton to about 2.0 kg/metric ton, or about 0.5 kg/metric ton to about 1.5 kg/metric ton, or even about 0.2 kg/metric ton to about 1.8 kg/metric ton, or even about 0.7 kg/metric ton to about 1.7 kg/metric ton of dry solids.
[30] In a second aspect, a method of preparing the composition of the first aspect is provided, as well as a method of fermenting the composition with a suitable ethanologen to produce ethanol. In some embodiments, such a method results in a relatively higher yield of ethanol after fermentation and or a relatively higher yield of soluble fermentable sugars before fermentation, as compared to a comparable process without the presence of hemicellulases. In some embodiments, the relatively higher yield is by at least about 0.1%, or about 0.2%, or about 0.3%, for example, at least about 0.5%, 0.6%, 0.7%, 0.8%, 0.9%, or even 1%.
[31] Provided are also various ethanologens that are capable of metabolizing the soluble fermentable sugars such as glucose and or xylose, such that the sugars can then be converted to ethanol. For example, such suitable ethanologen can be a bacterium or a fungus, such as a
Zymomonas mobilis bacterium or a yeast, or one that is capable of fermenting the sugars under anaerobic conditions such as a Clostridium thermocellum. In some embodiments, the ethanologen can be one that has been engineered or genetically manipulated to have more effective and/or efficient metabolism, and as such ethanol conversion of C6 sugars. Alternatively the ethanologen can be one that has genetically manipulated by pathway engineering to introduce an added capability to metabolize, ferment and convert to ethanol also C5 sugars such as xylose and or even arabinose in addition to the traditional C6 glucose sugars.
[32] In some respects the method of preparing the composition is preceded by the making of a liquefied starch slurry, which can comprise a starch-containing substrate such as ground corn,
incubated or jet-cooked with a enzyme solution comprising an alpha amylase at a temperature of at least 100 °C, for example, at about 102 °C, at about 105 °C, or at an even higher temperature.
[33] In certain embodiments, the liquefied starch slurry is then mixed with an enzyme composition comprising a glucoamylase in a saccharification mixture, which may optionally 5 contains some level of alpha amylase. The enzyme composition comprising the glucoamylase, and optionally some alpha amylase further comprises hemicellulases. The mixture of the liquefied starch slurry and the enzyme composition is then incubated at a temperature of about 25 °C to about 50 °C, for example, about 30 °C to about 45 °C, about 32 °C to about 42 °C, or about 34 °C to about 40 °C, for a duration of about 6 hours to about 180 hours, for example, about 12 hours to o about 165 hours, about 24 hours to about 180 hours, about 36 hours to about 165 hours, about 60 hours to about 120 hours, about 72 hours to about 180 hours, etc, to allow the enzymatic reaction to occur, thereby creating a fermentation feedstock.
[34] The enzyme composition comprising the glucoamylase may, in certain embodiments, further comprises one or more cellulases. In yet a further embodiment, the enzyme composition 5 comprising the glucoamylase may comprises one or more cellulases and one or more
hemicellulases.
[35] The one or more cellulases may be selected from endoglucanases, cellobiohydrolases, or beta-glucosidases. The one or more hemicellulases may be selected from xylanases, beta- xylosidases, or L-alpha-arabinofuranosidases.
o [36] In a different aspect, a method of saccharifying a starch-containing substrate to prepare for a fermentation feedstock is provided, comprising the steps of (1) contacting a liquefied starch slurry that contains at least some cellulose and hemicellulose materials, with an enzyme mixture composition comprising a glucoamylase and one or more hemicellulases to form a substrate- enzyme mixture; and (2) incubating the substrate-enzyme mixture for a period of time, under an 5 incubation condition suitable for enzyme activity, to allow enzymatic reactions to occur.
[37] In some embodiments, the period of incubation time for such a method is one that is sufficient to allow (1) an increased concentration of at least one fermentable sugar, including, without limitation, glucose, xylose, and other soluble small (dimer, trimer, or tetramer) polymeric sugars in the fermentation feedstock; (2) release at least one starch chain bound to or trapped by the 0 lignocellulosic material; or (3) to hydrolyze some portion of the hemicellulosic material; as
compared to when the level of (1), (2) or (3) is measured and compared to a control liquefied starch slurry not contacted with the one or more hemicelullases. In some embodiments, the period of incubation time is between 6 hours and 180 hours, for example, between 12 hours and 165 hours,
between 24 hours and 180 hours, between 24 hours and 165 hours, between 48 hours and 165 hours, between 60 hours and 180 hours, between 72 hours and 180 hours, etc.
[38] In some embodiments, the substrate-enzyme mixture of the method further comprises one or more starch-degrading enzymes selected from an alpha-amylase, a beta-amylase, a de-branching enzyme, a pectinase or a phytase. In certain embodiments, the substrate enzyme mixture may comprise at least two of the starch-degrading enzymes, for example, an alpha amylase and a pectinase; an alpha-amylase and a phytase; an alpha-amylase and a beta-amylase; an alpha amylase and a de-branching enzyme. In further embodiments, the substrate-enzyme mixture may comprise at least three of the starch-degrading enzymes, for example, an alpha-amylase, a pectinase and a phytase.
[39] In some embodiments, the substrate-enzyme mixture of the method further comprises one or more cellulases selected from endoglucanases, cellobiohydrolases, or beta-glucosidases. For example, the substrate-enzyme mixture may comprise at least two different cellulases, such as an endoglucanase and a cellobiohydrolase; a cellobiohydrolase and a beta-glucosidase; two different cellobiohydrolases; two different endoglucanases, an endoglucanase and a beta-glucosidase, etc. In certain embodiments, the substrate-enzyme mixture may comprise at least three different cellulases, such as an endoglucanase and two different cellobiohydrolases; an endoglucanase, a cellobiohydrolase, and a beta-glucosidase tec.
[40] In certain embodiments, the one or more hemicellulases of the substrate-enzyme mixture may be selected from xylanases, beta-xylosidases, or L-alpha-arabinofuranosidases. For example, the substrate-enzyme mixture may comprise at least two different hemicellulases, such as a xylanase and a beta-xylosidase; a xylanase and an L-alpha-arabinofuranosidase; a beta-xylosidase and an L-alpha-arabinofuranosidase; two different xylanases, two different beta-xylosidases, etc. In certain embodiments, the substrate-enzyme mixture may comprise at least three different hemicelulases, such as, for example, two different xylanases and a beta-xylosidase; two different xylanases and an L-alpha-arabinofuranosidase; a xylanase, a beta-xylosidase and an L-alpha- arabinofuranosidase. In some embodiments, the hemicellulases in the enzyme- substrate mixture is about 0.1 kg/metric ton to about 2.5 kg/metric ton, for xample, about 0.2 kg/metric ton to about 2.0 kg/metric ton, about 0.3 kg/metric ton to about 2.2 kg/metric ton, about 0.5 kg/metric ton to about 1.9 kg/metric ton, about 0.7 kg/metric ton to about 2.2 kg/metric ton of dry solid.
[41] In certain embodiments, the conditions of incubation suitable for enzyme activity to be used with the method of the third respect comprises a pH of about 3.5 to about 8.5, for example, about 3.5 to about 8, about 4 to about 8, about 4 to about 7.5, about 4.5 to about 8.5, about 4.5 to about 8, or even about 4 to about 7; a temperature of about 25 °C to about 50 °C, for example, about 25 °C
to about 45 °C, about 25 °C to about 40 °C, about 30 °C to about 50 °C, about 30 °C to about 45 °C, about 30 °C to about 45 °C, or even about 35 °C to about 45 °C; and an agitation rate of about 50 to about 200 RPM, for example, about 70 to about 150 RPM, about 80 to about 175 RPM, about 90 to about 120 RPM, or even about 86 to about 110 RPM.
5 [42] In certain embodiments, the method of this aspect further comprises fermenting the
fermentation feedstock to produce a fermentation product. In some embodiments, the fermentation product is an ethanol. In further embodiments, the yield of fermentation product, for example, ethanol, is higher by at least about 0.1% to about 5%, as compared to the yield of the same fermentation product from a comparable process without the presence of the one or more
o hemicellulases in the substrate-enzyme mixture.
[43] In certain embodiments, the total time for incubation and fermentation steps ranges from 6 hours to 180 hours, for example, from 12 hours to 165 hours, or from 24 hours to 180 hours, or even from 48 hours to 165 hours. In certain particular embodiments, the incubation step or at least a part of the incubation step and fermentation step are conducted simultaneously in the same
5 vessel.
[44] In some embodiments of all of the aspects of the invention, the starch is obtained from plant or other suitable sources such as, for example, corn, wheat, barley, sorghum, rye, sweet sorghum, rice, rye, potatoes, or other suitable grains. In certain particular embodiments, the starch is a mixture of starch from different plant sources. In some embodiments, the starch is obtained o from corn.
[45] In certain other embodiments, the incubation and the fermentation steps are separate and distinct. In particular instances, there is an added pretreatment step of the incubated mixture or a portion thereof (e.g., the liquid phase, the solid phase, or a mixture of both phases) between the incubation step and the fermentation step.
5
[46] These and other aspects and embodiments of present methods and variant cells will be apparent from the description, including the appended Examples and accompanying Figures.
BRIEF DESCRIPTION OF THE DRAWINGS
0 [47] Figure 1 is a simplified depiction of a typical or traditional dry grind grain ethanol
production process.
[48] Figures 2A-2O depict the amounts of glucose, xylose, glycerol and ethanol produced from the experiment of Example 1. The aliquoted samples of SSF broths were taken at various time points throughout the SSF process, and each component was measured. The product
compositions of the 4 parallel SSF processes of Example 1 were determined using HPLC, which traces are depicted in Figure 2D-20.
DETAILED DESCRIPTION
I. Overview
[49] Described is a method of improving the production of ethanol from grain-based plant material feedstock such as corn. More specifically, the improved method is one that involves the addition of an enzyme mixture comprising at least a certain threshold level of hemicellulases, optionally in addition to cellulases and other auxiliary enzymes to a saccharification mixture, together with a glucoamylase and/or an amylase. Optionally and in a key embodiment, the saccharification mixture is one and the same as the fermentation mixture as used in a
simultaneous saccharification and fermentation (SSF) step.
[50] The improved process gives yields of higher ethanol per bushel of corn, as compared to a similar utilizing less (below the threshold level of) such hemicellulases or no hemicellulase at all in the saccharification step. When hemicelluases are added to the saccharification step, but at a level below the threshold level, the substantial pressure buildup downstream, for example, in the post-distillation mixture and thin stillage, gives rise to the real risk of overall process failure and a complete shutdown of the production run.
[51] At below the threshold level of hemicellulases, the pressure buildup downstream is faster or more immediate as the amount of hemicellulases increases. It is thought that the downstream pressure buildup is caused by the attendant significant rise in viscosity and/or thickness in of the post distillation mixture and the thin stillage. The high viscosity and thickness of the thin stillage makes it much more difficult to evaporate effectively. While this vicsocity buildup may be relieved by adding significant amount of fresh water to the thin stillage, to, for example, make it more pumpable, such a dilute thin stillage at a much greater volume becomes much more difficult to evaporate without cripplingly high expenditures of water and energy, which would typically still result in a diluted syrup with greatly reduced nutritional value than one that is produced in a conventional dry grind ethanol plant. It is also completely counterproductive in the sense that the whole point of evaporating the thin stillage is to reduce the amount of water therein, potentially recycling at least a part of that process water as backset therefore reducing the process water consumption.
[52] It is believed that the imcompletely broken down arabinoxylan oligomers, which have greater affinity for water so much so as to sequester water, at a lower level of hemicellulase
dosing, reduce the effectiveness of evaporation, makes thin stillage less pumpable, and incurs significantly increased energy expenditures.
[53] Typically a portion of the water recovered from the evaporator (from evaporating the thin stillage) is re-cycled or re-used as part of the liquid added to the plant feedstock (pre-reduced through grinding, for example) to form the initial slurry on which the saccharification enzymes are added to effect the saccharification process. In many instances, the water added to the reduced feedstock to form slurry can be about 1 vol up to about 70 vol water recovered or reused from the stillage, such as about 15 vol to about 60 vol , or about 30 vol to about 50 vol , or about 40 vol stillage. The inability to evaporate from the thin stillage caused by the difficulties of pumping a material with significantly increased viscosity and thickness also leads to less amount of water (backset) being made available to be recycled. As such, fresh water needs to be added to the pre-reduced grain feedstock in order to arrive at a suitable initial slurry for the initial liquefaction step. This further upsets the water usage balance of the grain ethanol plant.
[54] It is therefore impractical and unjustifiable to use water addition to remedy the pressure, in view of the dramatically increased energy and water expenditures, and the reduced quality and usefulness of the co-product.
[55] However, it has been surprisingly discovered that, the true and commercially
advantageous remedy to the pressure buildup issues in this case is not to reduce the amount of hemicellulases added to the saccharification step. On the contrary, the amount of hemicellulases should be significantly increased to a level above a certain threshold whereby not only is a higher ethanol yield achievable (potentially from the trapped residual starch as well as the broken down soluble hemicellulosic sugars from the hemicellulose components of the grain), the downstream viscosity issues are resolved. As such the solids/liquid separation of the post- distillation mixture as well as the evaporation and condensation of thin stillage can carry on as in a conventional grain ethanol plant, the amount of backset produced remains sufficient to be used in the making of the initial slurry for saccharification in the next run, and most importantly, an increased overall yield of ethanol produced from the process is increased.
[56] It is known that the fibrous materials of the grain -based plant biomass contain both cellulose and hemicelluloses. The addition of cellulases to the saccharification mixtures can help to break down the cellulose part of the fibrous materials, thereby releasing some of the bound or entrapped starch that would otherwise not be processed by the saccharification enzymes. On the other hand, it is also known that hemicellulases and cellulases, when combined in a single mixture in the presence of a lignocellulosic biomass material comprising both
cellulose and hemicelluloses, act synergistically to break down cellulose, resulting in a higher glucan conversion than would typically occur in the presence of the same amount of cellulase without the presence of the hemicellulases. Furthermore, it is known that hemicellulases, even in the presence of cellulases, often cannot break down the hemicelluloses completely, manifested 5 in a xylan conversion level that can be lower than the glucan conversion levels, although that may well be due to the differing efficacies of particular hemicellulases and cellulases in a given enzyme mixture.
[57] It is believed that addition of hemicellulases indeed helps to break down the
hemicellulose part of grain feedstocks itself as well as confers synergies to any cellulase o activities that may also be present in the saccharification step. However, at a level under the threshold as described herein, the hemicellulose breakdown will be incomplete, resulting in the production of significant amount of arabinoxylan oligomers that not only causes the increase in thickness and/or viscosity in the thin stillage due to the insoluble breakdown products of arabinoxylan oligomers, but also makes the thus-created thin stillage difficult to evaporate 5 because the incompletely broken-down arabinoxylan oligomers sequesters water.
[58] As the level of hemicellases increases to above a threshold in the saccharification mixture, a more complete degradation of the hemicelluloses is achieved, giving yield to a post- distillation mixture comprising sufficiently high levels of soluble monomeric sugars rather than insoluble incompletely degraded arabinoxylan oligomers, and a normal thickness/viscosity in the o thin stillage. The thin stillage resulting from the high hemicellulase saccharification can be evaporated normally, giving rise to a syrup of normal nutritional value, with potentially a slight variation of such nutritional value related to the inclusion of xylose and arabinose monomeric sugars in the syrup, and sufficient and normal level of backset that can then be recycled/reused to prepare the slurry for the next production run.
5
II. Definitions
[59] Before the present compositions and methods are described in greater detail, it is to be understood that the present compositions and methods are not limited to particular embodiments described, as such may, of course, vary. It is also to be understood that the terminology used 0 herein is for the purpose of describing particular embodiments only, and is not intended to be limiting, since the scope of the present compositions and methods will be limited only by the appended claims.
[60] Where a range of values is provided, it is understood that each intervening value, to the tenth of the unit of the lower limit unless the context clearly dictates otherwise, between the
upper and lower limit of that range and any other stated or intervening value in that stated range, is encompassed within the present compositions and methods. The upper and lower limits of these smaller ranges may independently be included in the smaller ranges and are also encompassed within the present compositions and methods, subject to any specifically excluded 5 limit in the stated range. Where the stated range includes one or both of the limits, ranges
excluding either or both of those included limits are also included in the present compositions and methods.
[61] Certain ranges are presented herein with numerical values being preceded by the term "about." The term "about" is used herein to provide literal support for the exact number that it o precedes, as well as a number that is near to or approximately the number that the term precedes.
In determining whether a number is near to or approximately a specifically recited number, the near or approximating unrecited number may be a number which, in the context in which it is presented, provides the substantial equivalent of the specifically recited number. For example, in connection with a numerical value, the term "about" refers to a range of -10% to +10% of the5 numerical value, unless the term is otherwise specifically defined in context. In another
example, the phrase a "pH value of about 6" refers to pH values of from 5.4 to 6.6, unless the pH value is specifically defined otherwise.
[62] The headings provided herein are not limitations of the various aspects or embodiments of the present compositions and methods which can be had by reference to the specification as a o whole. Accordingly, the terms defined immediately below are more fully defined by reference to the specification as a whole.
[63] The present document is organized into a number of sections for ease of reading;
however, the reader will appreciate that statements made in one section may apply to other sections. In this manner, the headings used for different sections of the disclosure should not be 5 construed as limiting.
[64] Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the present compositions and methods belongs. Although any methods and materials similar or equivalent to those described herein can also be used in the practice or testing of the present compositions 0 and methods, representative illustrative methods and materials are now described.
[65] All publications and patents cited in this specification are herein incorporated by reference as if each individual publication or patent were specifically and individually indicated
to be incorporated by reference and are incorporated herein by reference to disclose and describe the methods and/or materials in connection with which the publications are cited. The citation of any publication is for its disclosure prior to the filing date and should not be construed as an admission that the present compositions and methods are not entitled to antedate such
5 publication by virtue of prior invention. Further, the dates of publication provided may be
different from the actual publication dates which may need to be independently confirmed.
[66] In accordance with this detailed description, the following abbreviations and definitions apply. Note that the singular forms "a," "an," and "the" include plural referents unless the context clearly dictates otherwise. Thus, for example, reference to "an enzyme" includes a o plurality of such enzymes, and reference to "the dosage" includes reference to one or more
dosages and equivalents thereof known to those skilled in the art, and so forth.
[67] It is further noted that the claims may be drafted to exclude any optional element. As such, this statement is intended to serve as antecedent basis for use of such exclusive
terminology as "solely," "only" and the like in connection with the recitation of claim elements,5 or use of a "negative" limitation.
[68] It is further noted that the term "consisting essentially of," as used herein refers to a composition wherein the component(s) after the term is in the presence of other known component(s) in a total amount that is less than 30% by weight of the total composition and do not contribute to or interferes with the actions or activities of the component(s). o [69] It is further noted that the term "comprising," as used herein, means including, but not limited to, the component(s) after the term "comprising." The component(s) after the term "comprising" are required or mandatory, but the composition comprising the component(s) may further include other non-mandatory or optional component(s).
[70] It is also noted that the term "consisting of," as used herein, means including, and limited 5 to, the component(s) after the term "consisting of." The component(s) after the term "consisting of are therefore required or mandatory, and no other component(s) are present in the composition.
[71] As will be apparent to those of skill in the art upon reading this disclosure, each of the individual embodiments described and illustrated herein has discrete components and features 0 which may be readily separated from or combined with the features of any of the other several embodiments without departing from the scope or spirit of the present compositions and
methods described herein. Any recited method can be carried out in the order of events recited or in any other order which is logically possible.
[72] Enzymes have traditionally been classified by substrate specificity and reaction products. In the pre-genomic era, function was regarded as the most amenable (and perhaps most useful) 5 basis for comparing enzymes and assays for various enzymatic activities have been well- developed for many years, resulting in the familiar EC classification scheme. Cellulases and other glycosyl hydrolases, which act upon glycosidic bonds between two carbohydrate moieties (or a carbohydrate and non-carbohydrate moiety— as occurs in nitrophenol-glycoside derivatives) are, under this classification scheme, designated as EC 3.2.1.-, with the final number indicating o the exact type of bond cleaved. For example, according to this scheme an endo-acting cellulase
(l,4-P-endoglucanase) is designated EC 3.2.1.4.
[73] With the advent of widespread genome sequencing projects, sequencing data have facilitated analyses and comparison of related genes and proteins. Additionally, a growing number of enzymes capable of acting on carbohydrate moieties (i.e., carbohydrases) have been5 crystallized and their 3-D structures solved. Such analyses have identified discreet families of enzymes with related sequence, which contain conserved three-dimensional folds that can be predicted based on their amino acid sequence. Further, it has been shown that enzymes with the same or similar three-dimensional folds exhibit the same or similar stereo specificity of hydrolysis, even when catalyzing different reactions (Henrissat et ah, FEBS Lett 1998, 425(2): o 352-4; Coutinho and Henrissat, Genetics, biochemistry and ecology of cellulose degradation,
1999, T. Kimura. Tokyo, Uni Publishers Co: 15-23.).
[74] These findings form the basis of a sequence-based classification of carbohydrase modules, which is available in the form of an internet database, the Carbohydrate- Active enZYme server (CAZy), available at http://afmb.cnrs-mrs.fr/CAZY/index.html (Carbohydrate- 5 active enzymes: an integrated database approach. See Cantarel et ah, 2009, Nucleic Acids Res.
37 (Database issue):D233-38).
[75] CAZy defines four major classes of carbohydrases distinguishable by the type of reaction catalyzed: Glycosyl Hydrolases (GH's), Glycosyltransferases (GT's), Polysaccharide Lyases (PL's), and Carbohydrate Esterases (CE's). The enzymes of the disclosure are glycosyl
0 hydrolases. GH's are a group of enzymes that hydro lyze the glycosidic bond between two or more carbohydrates, or between a carbohydrate and a non-carbohydrate moiety. A classification system for glycosyl hydrolases, grouped by sequence similarity, has led to the definition of over 85 different families. This classification is available on the CAZy web site.
[76] The term "protein", as used herein, includes proteins, polypeptides, and peptides.
[77] As used herein, the term "amino acid sequence" is synonymous with the term "polypeptide" and/or the term "protein". In some instances, the term "amino acid sequence" is synonymous with the term "peptide". In some instances, the term "amino acid sequence" is synonymous with the term "enzyme".
[78] The terms "protein" and "polypeptide" are used interchangeably herein. In the present disclosure and claims, the conventional one-letter and three-letter codes for amino acid residues may be used. The 3-letter code for amino acids as defined in conformity with the IUPAC IUB Joint Commission on Biochemical Nomenclature (JCBN). It is also understood that a polypeptide may be coded for by more than one nucleotide sequence due to the degeneracy of the genetic code.
[79] "Amylase" means an enzyme that is, among other things, capable of catalyzing the degradation of starch, amylose, amylopectin, and the like. Generally, amylases include (a) endo- cleaving enzyme activity (e.g. as found in a-amylases (EC 3.2.1.1; a-D-(l→4)-glucan glucanohydrolase)) cleaving a-D-(l→4) O-glycosidic linkages in a polysaccharide containing three or more a-D-(l→4) linked glucose units, and (b) the exo-cleaving amylolytic activity that sequentially cleaves the substrate molecule from the non-reducing end. Examples of the latter are found in β-amylases (EC 3.2.1.2), which produce β-maltose. β-Amylases, a-glucosidases (EC 3.2.1.20; a-D-glucoside glucohydrolase), glucoamylase (EC 3.2.1.3; a-D-(l→4)-glucan glucohydrolase), and product- specific amylases can produce malto-oligosaccharides of a specific length from their respective substrates.
[80] "Alpha-amylase" (e.g., E.C. 3.2.1.1) generally refers to enzymes that catalyze the hydrolysis of alpha- 1,4-glucosidic linkages. These enzymes effect the hydrolysis of 1,4-a-D- glucosidic linkages in polysaccharides containing 1,4-a-linked D-glucose units. The alpha- amylases release the reducing groups in the a-configuration. For the purpose of the present disclosure, "alpha-amylase" particularly includes those alpha amylase enzymes having relatively high thermostability, i.e., with sustained activity at high temperatures. For example, alpha- amylases are useful for liquefying starch at temperatures above 80°C.
[81] "Glucoamylases" are a type of exo-acting amylase that release glucosyl residues from the non-reducing ends of amylose and amylopectin molecules. Glucoamylases also catalyze the hydrolysis of a- 1,6 and a- 1,3 linkages, although at much slower rate than a- 1,4 linkages.
Glucoamylase activity can be expressed in "glucoamylase units" (GAU).
[82] As used herein, "cellulases" refer to all enzymes that hydrolyzes cellulose, i.e., any of its components, e.g., 1,4-beta-D-glycosidic linkages in cellulosic materials such as those found in
various plants and plant-related or -derived materials, such as grains, seeds, cereals, etc., or plant cell walls.
[83] As typically known, "cellulase" comprises at least the enzymes classified in E.C. 3.2.1.4 (cellulase/endocellulases or endoglucanases), E.C. 3.2.1.91 (exocellulases), and E.C. 3.2.1.21 5 (cellobiases or beta-glucosidases). Examples of endocellulases include endo-l,4-beta-glucanase, carboxymethyl cellulase (CMCase), endo-l,4-beta-D-glucanase, beta-l,4-glucanase, beta- 1,4- endoglucan hydrolase, celludextrinase, and various endoglucanases such as those produced by naturally-occurring wood-rotting fungi. Examples of exocellulases include cellobiohydrolases, which in turn includes those that cleave the 1,4-beta-D-glycosidic linkages from the reducing o ends of the cellulose chain and those that cleaves the same linkages from the non-reducing ends.
[84] "Cellulases" may also refer to complete enzyme systems that are useful for efficiently converting crystalline cellulose to glucose. Such complete cellulase system typically would comprise components from each of the cellobiohydrolase, endoglucanase and beta-glucosidase classifications, as it has been reported that individual isolated components are less effective in5 hydrolyzing crystalline cellulose (Filho et ah, Can. J. Microbiol., 42: 1-5, 1996).
[85] A synergistic relationship has been observed between cellulase components from different classifications. Endo-l,4-beta-glucanases (EG) and exo-cellobiohydrolases (CBH) catalyze the hydrolysis of cellulose to cellooligosaccharides (cellobiose as a main product), while beta-glucosidases (BGL) convert the oligosaccharides to glucose. In particular, the EG-type o cellulases and CBH-type cellulases synergistically interact to efficiently degrade cellulose. The beta-glucosidases serve the important role of liberating glucose from the cello-oligosaccharides such as cellobiose, which is toxic to the microorganisms that are used to ferment the sugars into ethanol (e.g., yeasts) and which is also inhibitory to the activities of endoglucanases and cellobiohydrolases, thus rendering them ineffective in further hydrolyzing the crystalline
5 cellulose.
[86] "Cellulases" may further refer to complete enzyme systems that comprises not only cellulases but also certain hemicellulases, or any combination thereof.
[87] A number of commercial cellulase compositions are available and suitable for use in the methods and compositions described herein, including, for example, products of Genencor, 0 Danisco US Inc., such as ACCELLERASE® 1000 and ACCELLERASE® 1500,
ACCELLERASE® BG, ACCELLERASE® DUET, and ACCELLERASE® TRIO™; products of Novozymes, such as its Celluclast, Novozyme 188, Cellic CTec2, Cellic CTec3; products of AB Enzymes, such as its Flashzyme; products of Codexis, such as its CodeXyme® cellulase products; products of Dyadic, such as its CMax® products. Certain of the commercial
compositions as listed above also contains hemicellulases. For example, about 1/5 to 1/4 of the total proteins of ACCELLERASE® DUET are hemicellulases, and about 1/3 of the proteins in ACCELLERASE® TRIO™ are hemicellulases. CMax®, certain of CodeXyme® products, as well as Cellic Ctec3 all contain certain amounts of hemicellulases.
[88] The term "endoglucanase" as used herein refers to an enzyme of classification E.C. 3.2.1.4, which catalyzes the hydrolysis of 1,4-beta-D-glycosidic linkages that are found in cellulosic materials. Methods of measuring endoglucanase activities are known, including, for example, the one measuring the hydrolysis of carboxymethyl cellulose (CMC) as described by Ghose, 1987, Pure & App. Chem, 59:257-268.
[89] The term "cellobiohydrolase" refers to an enzyme with cellobiohydrolase activity or capable of catalyzing the hydrolysis of a particular glocosidic linkage in cellulose. Specifically, the cellobiohydrolase (CBH) activity may be CBH class I (CBH I) or CBH class Π (CBH Π) activity or a combination of both CBH I and CBH Π. Suitably the cellobiohydrolase may hydrolyse (l→4)-P-D-glucosidic linkages in cellulose and cellotetraose, releasing cellobiose from the non-reducing ends of the chains. Another term for cellobiohydrolase activity may be exo-cellobiohydrolase activity or cellulose 1,4 β-cellobiosidase activity. The cellobiohydrolase Π activity can be classified under E.C. classification EC. 3.2.1.91. The cellobiohydrolase I activity can be classified under E.C. classification EC. 3.2.1.176.
[90] The term "beta-glucosidase" as used herein refers to an enzyme having beta-glucosidase activity or one that is capable of catalyzing the hydrolysis of terminal non-reducing β-D-glucosyl residues and release of monomer β-D-glucose from cellobiose. β-glucosidase activity can be classified under E.C. classification E.C. 3.2.1.21.
[91] The term "hemicellulase" as used herein refers to a group of enzymes capable of catalyzing the hydrolysis of a hemicellulosic materials. The term "hemicellulases" as used herein refer to three major types of enzymes: beta-xylosidases, L-cc-arabinofuranosidases, and xylanases. Those enzymes include, for example, arabinases, arabinofuranosidases, certain acetylmannan esterases, acetylxylan esterases, ferulyoyl esterases, mannanases, mannosidases, xylanases, and xylosidases, etc. Hemicellulases can be from many different glycosyl hydrolase families, including, without limitation, beta-xylosidases of GH3; beta-xylosidases of GH39; L-a- arabinofuranosidase (EC 3.2.1.55), β-xylosidase (EC 3.2.1.37), endo-arabinanase (EC 3.2.1.99), and/or galactan l,3^-galactosidase (EC 3.2.1.145) of GH43; and L-a-arabinofuranosidase (EC 3.2.1.55) of GH51, as well as the xylanases of GH10 and GH11, and the beta-xylosidases of GH30, for example.
[92] The term "xylanase" refers to a 1,4-beta-D-xylan xylohydrolase of E.C. 3.2.1.8, which catalyzes the hydrolysis of 1,4-beta-D-xylosidic linkages in xylan. Xylanase activities can be measured, for example, by the PHBAH assay as described by Lever, 1972, A new reaction for colorimetric determination of carbohydrates, Anal. Biochem. 47:273-279.
[93] β-xylosidase activity may hydrolyse successive xylose residues from the non-reducing termini of (l→3)-P-D-xylans, e.g. the β-xylosidase may be a 1,3 β-D-xylosidase. 1,3 β-D- xylosidases may be classified under E.C. classification E.C. 3.2.1.72 or may catalyse the hydrolysis of (l→4)-P-D-xylans, to remove successive D-xylose residues form the non-reducing termini, e.g. the β-xylosidase may be a 1,4 β-xylosidase. 1,4 β-xylosidases may be classified under E.C. classification E.C. 3.2.1.37.
[94] L-alpha arabinofuranosidases may hydrolyse (l→6)^-D-galactosidic linkages in arabinogalactan proteins and (l→3):(l→6)^-galactans to yield galactose and (1→6)-β- galactobiose. L-alpha-arabinofuranosidases may be classified under E.C. classification E.C. 3.2.1.164.
[95] The term "saccharification enzyme" refers to an enzyme that can catalyze conversion of a component of biomass to fermentable sugars. In the context of cellulosic conversion, it is often the case that the enzyme is more effective at producing fermentable sugars when the biomass is pretreated. However, for purposes herein the plant biomass associated with grains that are used in the grain-to-ethanol process can be subject to certain pretreatment methods that are well known in the bio-sourced ethanol industry, but it is potentially unnecessary because the cellulosic and hemicellulosic components of grains can be more accessible to enzymes than the same components in plant materials such as stalks, stems, leaves, braches, cobs and stovers.
[96] The term "microorganism" as used herein refers to any bacterium, yeast, or fungal species.
[97] As used herein the term "ethanologen" and "ethanologenic microorganism" are used interechangeably to refer to a microorganism with the ability to conert a sugar or oligosaccharide to ethanol. The etnologenic microorganism are ethanologenic by virtue of their ability to express one or more enzymes that individually or collectively convert soluble sugars to ethanol.
[98] Such an ethanolgen can also be referred as an "ethanol producing microorganism" which is an organism or cell that is capable of producing ethanol from a hexose or a pentose. Generally ethanol producing cells would contain at least one alcohol dehydrognase and a pyruvate decarboxylase. Examples of ethanol producing microorganisms include fungal microorganisms such as yeast, such as, for example, the species and strains of Saccharomyces, e.g., S. cerevisiae.
[99] The term "heterologous" with reference to a polynucleotide or polypepide/protein refers to a polynucleotide or polypeptide/protein that does not naturally occur in a host cell. In some embodiments, the protein is a commercially important industrial protein. It is intended that the term encompass proteins that are encoded by naturally occurring genes, mutated genes, and/or synthetic genes.
[100] The term "endogenous" as used herein with reference to a polynucleotide or
polypeptide/protein refers to a polynucleotide or polypeptide/protein that occurs naturally in the host cell.
[101] As used herein, the term "starch" refers to any material comprised of the complex polysaccharide carbohydrates of plants, comprised of amylase and amylopectin with the formula (C6H1o05)x, wherein X can be any positive integer. In particular, the term refers to any plant- based material including but not limited to grains, grasses, tubers, and roots. Preferably the starchy material is wheat, barley, corn, rye, oats, rice, sorghum or milo, sweet sorghum, brans, cassava, millet, potato, sweet potato, and tapioca. For purposes herein "sorghum" generally includes "grain sorghum" also known as "milo."
[102] As used herein, the term "slurry" refers to an aqueous mixture containing at least some insoluble solids. A slurry can also contain one or more soluble components. For example, milled grain, flour, or starch are often suspended in a water-based solution to form a slurry for testing amylases or for liquefaction proposes.
[103] As used herein, the term "liquefaction" means a process by which starch is "liquefied" or converted to less viscous and shorter chain soluble dextrins, or by which the lignocellulosic material is broken down sufficiently such that the appearance of the material changes from a mostly solid form to a more liquid and pumpable form. The process of liquefying involves gelatinization of starch simultaneously with, or followed by the addition of at least an alpha- amylase. Thus liquefaction is the stage in which gelatinized starch is enzymatically hydrolyzed, e.g., thereby reducing the chain length of the starch and concomitantly, the viscosity. As used herein "liquefact" refers to the liquefied starch slurry, i.e., the resultant hydrolyzed mixture. Such a liquefact is generally the starting material for a saccharification process which may be conducted in conjunction, simultaneously, or in separate and distinct steps from fermentation. As used herein, the term "gelatization" or "gelatinized" means solubilization or a solublized form of a starch molecule achieved through cooking of the starch material to form a viscous suspension.
[104] As used herein, the terms "saccharification" refers to enzymatic conversion of starch and/or lignocellulosic materials, which have typically been subject to one or more pretreatment
methods, to glucose. In the context of starch saccharification, for example, after liquefaction, a starch slurry can be saccharified to convert the maltodextrins to fermentable sugars, e.g., glucose, maltose, etc. Saccharification typically involves the use of enzymes, particularly glucoamylases but also debranching enzymes and other suitable enzymes in the context of starch saccharification to glucose. Saccharification in the context of lignocellulosic biomass materials also involves the use of suites of enzymes or enzyme cocktails, particularly various cellulases, such as for example, cellobiohydrolases, endoglucanases, and beta-glucosidases.
[105] The term "the degree of polymerization (DP)" refers to the number (n) of
anhydroglucopyraonse units in a given saccharide. Examples of DPI are the monosaccharides, such as glucose and fructose. Eamples of DP2 are the disaccharides, such as maltose and sucrose. A DP>3 refers to polymers with a degree of polymerization of greater than 3. DP can be used as a parameter to measure relative degree of breakdown of starch (high DP) to sugars (low DP). The same term can also be used in the context of lignocellulosic biomass breakdown products, whereas, for example, monosaccharides like glucose and xylose can be referred to as DPI sugars, disaccharides like cellobiose can be referred to as DP2 sugars, etc.
[106] The term "simultaneous saccharification and fermentation (SSF)" refers to a process wherein a step of scarifying a raw material (e.g., a whole grain, a liquefact , or other biomass comprising starch and/or cellulosic materials) and a fermentation step are combined into a single process that is conducted together in the same vessel. SSF can, in some embodiment, be conducted in conjunction with process steps that are saccharification alone or fermentation alone, for example, in a process that starts with saccharification alone with enzymes in a vessel for a period, followed by the addition of an ethanologen microorganism into the saccharification mixture, which has achieved a certain degree of saccharification during the saccharification step, to perform an SSF step. The SSF step in this case can optionally be followed with a
fermentation alone step wherein the saccharification of the enzyme substrate is completed and wherein the fermenting organism utilizes and ferment the sugars that have been produced during the now -completed saccharification step. Alternatively, SSF can for example be the sole step in a grain to ethanol process during which either saccharification or fermentation occurs. In other words, the grain-to-ethanol process does not have any separate saccharification or fermentation steps beside the SSF step during which both saccharification and fermentation take place.
[107] "Activity" with respect to enzymes means catalytic activity and encompasses any acceptable measure of enzyme activity, such as the rate of activity, the amount of activity, or the specific activity. As used herein, "specific activity" means an enzyme unit defined as the
number of moles of substrate converted to product by an enzyme preparation per unit time under specific conditions. Specific activity is expressed as units (U)/mg of protein.
[108] "Alpha-amylase unit" (AAU) refers to alpha-amylase activity measured according to the method disclosed in U.S. Patent No. 5,958,739. In brief, the assay uses p-nitrophenyl
5 maltoheptoside (PNP-G7) as the substrate with the non-reducing terminal sugar chemically
blocked. PNP-G7 can be cleaved by an endo-amylase, for example alpha-amylase. Following the cleavage, an alpha-glucosidase and a glucoamylase digest the substrate to liberate free PNP molecules, which display a yellow color and can be measured by visible spectrophotometry at 410 nm. The rate of PNP release is proportional to alpha-amylase activity. The AAU of a given o sample is calculated against a standard control. One unit of AAU refers to the amount of
enzyme required to hydrolyze 10 mg of starch per minute under specified conditions.
[109] As used herein the term "cellulose" or "cellulosic materials" refers to materials containing cellulose. Relatedly, the term "lignocellulose" or "lignocellulosic materials" refers such cellulosic materials that also contain lignin. It is known that the largest component
5 polysaccharides constituting the cell walls of plant biomass include cellulose, hemicelluloses and pectin. Cellulose is an organic compound with the formula (C6H1oOs)n, representing a polysaccharide consisting of a linear chain of β(1- 4) linked D-glucose units.
[110] "Hemicellulose" refers to any of several heteropolymers (matrix polysaccharides) present along with cellulose in almost all plant cell walls, interconnecting the insoluble crystalline o matrix of cellulose, which are further embedded or connected to lignin that help to provide for the physical integrity of the plants. Hemicellulases may be xylan, glucuronoxylan,xyloglucans, arabinoxylans, glucomannan, and mannans. When hemicellulose is broken down into sugar monomers, the monomers may include xylose, mannose, galactose, rhamnose, and arabinose, which are mostly D-pentose (C-5 sugars), and occasionally small amounts of L-sugars as well. 5 Xylose is in most cases the most abundant sugar monomer, although in softwoods mannose can be the most abundant sugar. Not only regular sugars can be found in hemicellulose, but also their acidified form, for instance glucuronic acid and galacturonic acid can be present.
[Ill] Cellulose and lignocellulose are found in various plants and plant-derived materials, including stems, leaves and cobs, various parts of grains, including, for example, corn fiber, 0 wheat hull, etc. Cellulosic materials or lignocellulosic materials can also be materials produced from plants and plant parts, such as paper and pulp. The term "cellulosic" refers to a composition comprising cellulose and additional components, including, for example, hemicellulose.
[112] Suitably the lignocellulosic materials of the invention is from an agricultural plant material including a grain, for example, a starch-based grain feedstock such as corn, barley, etc, from which starch-based ethanol has been produced and applied by the industry for many years.
[113] The term "simultaneous saccharification and fermentation" or "SSF" refers to a process or reaction configuration wherein biomass is saccharified and the fermentable sugars produced from the saccharification are used by an enzyme and/or by a fermenting microorganism to produce a product all at the same time, typically in the same reaction vessel.
[114] The term "hybrid saccharification and fermentation" or "HSF" refers to a process or reaction configuration wherein the plant materials, for example, the grain-based plant materials including starch and cellulosic and hemicellulosic components, are saccharified to a limited extent (incomplete or partial saccharification), followed by continued saccharification and fermentation occurring simultaneously.
[115] The terms "separate saccharification and fermentation," "separate hydrolysis and fermentation," and "SHF" are used interchangeably herein. They refer to a process or reaction configuration wherein the plant materials, for example, the grain-based plant materials including starch and cellulosic and hemicellulosic components, are saccharified or hydrolyzed to substantial completion (e.g., about 60% or more complete, about 70% or more complete, about 80% or more complete, about 90% or more complete, or about 95% or more complete) or to completion (e.g., about 99% or more complete, or about 100% complete, such that all fermentable sugars that would be released from a given saccharification reaction are released), followed by a separate and distinct fermentation step, wherein the fermentation sugars produced by the saccharification or hydrolysis step is fermented to produce a fermentation product.
[116] The term "fermentable sugar" refers to oligosaccharides and monosaccharides that can be used as a carbon source by a microorganism in a fermentation process.
[117] The term "partial saccharifcation" refers to limited saccharification of plant-based materials, such as, for example, grain-based materials such as starch and cellulosic or hemicellulosic materials, where the fermentable sugars released are less than the total of fermentable sugars that would be released if saccharification is run to completion.
[118] The term "saccharification" refers to the production of fermentable sugars from polysaccharides or polysaccharide-containing materials.
[119] The term "lignocellulosic materials" refers to any materials comprising ellulosic, hemicellulosic and lignin components. Suitably for the present disclosure, the lignocellulosic materials may also comprise starch, oligosaccharides, and/or monosaccharides, even proteins or lipids.
[120] The term "derived" encompasses the terms "originated from," "obtained" or "obtainable from," and "isolated from."
[121] The term "fermentation" as used herein refers to the enzymatic and/or anaerobic breakdown of organic substances by microorganisms to produce simpler organic compounds. 5 Although fermentation occurs under anaerobic conditions, the term "fermentation" as used
herein is not intended to be limited to strict anaerobic conditions, because fermentation also can occur in the presence of oxygen at various levels. Accordingly fermentation encompasses at least some fermentative conversion of a starch substrate containing granular starch to an end product in the context of a starch fermentation, and in the context of a fermentation of cellulosic o sugars, the conversion of a soluble cellulosic sugars into an end product.
[122] The term "contacting" as used herein refers to placing of the enzyme(s) in a reactor, vessel or the like, such that the enzymes can come into sufficiently close proximity to the substrate so as to enable the enzymes to convert the substrate to the end product. The skilled persons in the art would recognize that mixing an enzyme (e.g., in a solution form) with one or5 more substrates, whether in a relatively pure or crude form, constitutes contacting.
[123] As used herein the term "dry solids (DS) content" or "dry solids (DS) level" refers to the total solids of a mixture of solids and liquids (e.g., slurry) on a dry weight basis. Dry solids content and dry weight basis are usually expressed, for example, as the weight of the subject material as a percentage of the weight of the total material to which the dry solids are a part. o [124] The term "residual starch" refers to the amount of starch present in grain by-product after fermentation. Typically the amount of residual starch present in 100 grams of DDGS may be one of the parameters to evaluate the efficiency of starch utilization in a fermentation process, such as one that is used to produce ethanol.
[125] The term "mash" refers to a mixture of fermentable carbon source (carbohydrate) in 5 water used to produce a fermented product such an alcohol. The term "beer" and "mash" can be and are used interchangeably herein.
[126] The term "stillage" as used herein refers to a mixture of non-fermented solids and water, which is the residue after removal of alcohol from a fermented mash.
[127] Stillage coming from the distillation (e.g. comprising water, remainings of the grain, 0 yeast cells etc.) is separated into a "solid" part and a liquid part. The solid part is called "wet- cake" and can be used as animal feed as such. The liquid part is (partially) evaporated into a syrup (solubles). When the wet-cake is dried it is Distillers Dried Grains (DDG). When the wet- cake is dried together with the syrup (solubles) it is Distillers Dried Grans with Solubles (DDGS). Wet-cake may be used in dairy operations and beef cattle feedlots. The dried DDGS
may be used in livestock, e.g. dairy, beef and swine, feeds and poultry feeds. DDGS is a good protein source for dairy cows.
[128] The term "whole stillage" as used herein means the grains and liquid effluent remaining after distillation.
[129] By-products from industrial processing of cereals and other plants, such as wet-cake, Distillers Dried Grain, Distillers Dried Grain Solubles (DDGS)), wheat bran, wheat middlings, wheat shorts, rice bran, rice hulls, oat hulls, palm kernel, and citrus pulp are normally high in fibre (cellulose and/or hemicellulose) and are not all readily digestible by animals (particularly monogastric animals) and are used in animal feed.
[130] Wet-cake, Distillers Dried Grains and Distillers Dried Grains with Solubles for example are by-products obtained after the removal of ethyl alcohol by distillation from yeast
fermentation of a grain or a grain mixture by methods employed in the grain distilling industry.
[131] Stillage coming from the distillation (e.g. comprising water, remainings of the grain, yeast cells etc.) is separated into a "solid" part and a liquid part. The solid part is called "wet- cake" and can be used as animal feed as such. The liquid part is (partially) evaporated into a syrup (solubles). When the wet-cake is dried it is Distillers Dried Grains (DDG). When the wet- cake is dried together with the syrup (solubles) it is Distillers Dried Grans with Solubles (DDGS). Wet-cake may be used in dairy operations and beef cattle feedlots. The dried DDGS may be used in livestock, e.g. dairy, beef and swine, feeds and poultry feeds. DDGS is a good protein source for dairy cows.
[132] The term "distillers dried grain" (DDG) and "Distillers' dried grain with soluble
(DDGS)" refers to a useful by-product of grain fermentation.
[133] The terms "recovered," "isolated," and "separated" as used herein refer to a compound, protein, cell, nucleic acid, or amino acid that is removed from at least one component with which it is naturally associated.
[134] The term "yield" with reference to the ethanol production refers to the production of a compound, e.g., ethanol, from a certain amount of a starting material, e.g., a grain-based feedstock. "Yield" may be expressed as the product formed over a particular amount of time from the starting material. In some embodiments, the ethanol yield is calculated as "Gal UD/bushel of corn," reflecting gallon of undenatured ethanol produced per bushel of corn weighting about 56 pounds. In other embodiments, the yield can be represented using other parameters or proxies, for example, in some aspects the yield can be meaningfully reflected in the yield of soluble pentose and/or hexose that can be utilized by the ethanologen.
III. Production of Ethanol from Grain-based Feedstocks
[135] The dry grind ethanol process, also called dry milling process, processes whole corn kernels without steeping and fraction steps. The whole grain is milled, cooked, hydrolyzed, and fermented to produce ethanol.
5 [136] A simplified diagram of a typical dry grind grain ethanol process is shown in Figure 1.
At the beginning of this process, the milled grain (e.g., milled corn) enters a slurry tank where it is mixed with process water and enzymes, which typically comprise an alpha amylase, to produce a slurry. The slurry is then gelatinized by the thermostable enzymes in a jet cooker in a liquefaction process. During liquefaction, the mash (e.g., a corn mash) is diluted with the o addition of thin stillage, which is also called a backset, prior to fermentation. Fresh water can also be added to supplement the backset or process water streams such as hot condensate from evaporator and thin stillage to the grain slurry tank or to the mash in the liquefaction to give a certain moisture content to the liquefaction mixture, for example, between about 70% to about 80% moisture content. Dale & Dyner, (2006) Economic and Technical Analysis of Ethanol Dry5 Milliing: Model Description. Staff Paper #06-04, Purdue University; Kwiakowski et al. (2006) Modeling the process and costs of fuel ethanol production by corn dry grinding process. Ind. Corp. Prod. 23:288-296. The resulting gelatinized mash from liquefaction is rich in dextrin, which can be further hydrolyzed to glucose in saccharification tank by glucoamylases. The glucose rich stream is transferred to a fermentation vessel for ethanol fermentation by yeast. o Beer from the fermentation tank is distilled and further dehydrated into a fuel grade ethanol.
[137] The dry grind process also produces highly nutritional co-products which are composed of unhydrolyzed and unfermentated components as well as yeasts at the end of fermentation. The whole slurry containing unfermented solubles and solids that exists from the bottom of the beer column in the distillation system of the dry grind process is called heavy stillage. Heavy 5 stillage is then centrifuged to separate solid and liquid streams.
[138] Wet cake, which is also called distillers' grains (DG) refers to the solids from the centrifugation of heavy stillage. Thin stillage is the liquid setream from the centrifucation of the heavy stillage. It is concentrated by evaoporation to produce syrup which is later mixed with wet cake and dried to produce distillers dry grain with soluble (DDGS). The DG and DDGS are 0 mainly composed of seed hull, germ, proteins and soil and marketed as animal feed due to its high nutritional value.
[139] Thin stillage from the centrifugation is partially recycled as backset. Backset is recycled thin stillage used to prduce slurry in the liquefaction and makes up typically 20-40% of the total water input in the liquefaction. Dale & Tyner, (2006). The hot condensate from the evaporator
is also recycled to the evaporator is also recycled to the liquefaction process and mixed with corn meal and alpha amylase enzyme.
[140] Due to its high content of polymeric sugars that have not been utilized during the dry grind process, distillers' grains (DG) have potential not only as an animal feed, but also as an additional source of fermentable sugars to produce more ethanol. The recycle and hydrolysis of distillers' grain as expected benefit dry grind ethanol process without the need to significantly alter or modify the existing dry grind technology and infrastructure.
[141] Recycling of DGs have been accomplished through further additions of enzymes to the DGs as a feedstock. In certain examples, the DGs can be mixed with water or backset to get to an acceptable level of dry solids loading, e.g., about 5% to about 20%, and the mixture can then be pretreated by heating, followed by treatment by a formulation of cellulase such as those commercially available and readily obtained including Spezyme CP (Genencor, Palo Alto, CA), with beta-glucosidase such as Novozyme 188 (Novozymes, Franklin SC), etc. Kim et ah, (2008) Bioresour. Technol. 99, 5206. Processes such as these are known to increase the overall yield of ethanol from a given amount of grain-based feedstock.
[142] Other enzymes can also be added in addition or instead of the formulation of cellulase. For example, in order to raise the xylan conversion from such DG materials, xylanase and feruloyesterases have been added to the cellulase mixture, which have led to increased xylose and arabinose yields. The xylose and arabinose can then be fermented by an ethanologen capable of metabolizing C-5 sugars, and as such increasing the overall yield of ethanol even further.
[143] These typical DG recycling processes involve adding cellulases and/or hemicellulases after the initial round of grain to ethanol process which follows the traditional dry grind ethanol process. The cellulases and/or hemicellulases are added in a second saccharification step after the first round of a traditional dry grind grain ethanol process, helping to further break down the lignocellulosic components of the residual materials, which are thought to help release trapped residual starch and/or help producing monomeric sugars that can be fermented into ethanol.
[144] In certain alternative practices, a single saccharification step is employed, whereby cellulases have been added to the saccharification vessel or tank together with a glucoamylase to enhance the overall production of ethanol. See, for example, the disclosures of U.S. Published
Patent Application 2012/0276593. Optionally such a saccharification step can be carried out together, completely separately, or overlapping in parts with the fermentation step in such a process. In such instances, small improved overall yield of ethanol can also be achieved.
[145] In a conventional ethanol plant producing ethanol from corn, corn kernels are processed to roughly separate the starch-containing material from other matters, such as fiber and germ. The starch-containing material is then slurried with water and liquefied, in a first enzyme- catalyzed starch liquefaction step, utilizing alpha amylases, that result in the release of glucose from the starch. Alpha- amylases (EC 3.2.1.1) are endohydrolases that randomly cleave internal a-l,4-D-glucosideic bonds. They are capable of degrading the starch slurry to shorter maltodextrines. Often the liquefaction of the starch containing material is done by "cooking" the slurry at a temperature at or near the boiling point of water, but an alternative process is also practiced widely, there the raw starch is converted in the liquefaction step without cooking.
[146] Enzymatic liquefaction can for example involve multiple steps, wherein after the enzyme addition, the slurry is heated to a temperature between about 60 °C and about 95 °C. Then the slurry is further heated, for example, jet-cooked or otherwise, to a temperature of as high as 95 °C to 125 °C, then cooled down to about 60 °C to about 95 °C. More enzyme(s) can then be added, the mash can be held for another 30 minutes to 4 hours at 60 °C to 95 °C. As the alpha amylases degrade the starch, the viscosity of the mixture decreases. In some cases, cellulases are sometimes added to help reduce the viscosity of the mash more effectively. Commercial cellulases including OPTEVIASH™ products such as the BG, TBG, VR or XL product line have been applied for this very purpose. In those liquefaction practices involving "cooking", thermostable alpha amylases, such as alpha amylass from Bacillus sp., are used.
[147] The liquefaction step reduces the viscosity and cleaves the long starch molecules into shorter maltodextrines, but the maltodextrines are typically insufficiently broken down to be readily fermented by yeast to form alcohol. Therefore a further enzymatic step is in most instances necessary to break down the maltodextrins. Glucoamylases and/or maltogenic alpha amylases are used for this second enzymatic step, whereby the enzymes catalyze the hydrolysis of the non-reducing ends of the maltodestrins formed after liquefaction, releasing glucose, malose and isomaltose. Optionallly debranching enzymes such as pullulanases are used to improve saccharfication. The second enzymatic step, also called saccharification step, is typically conducted in an acidic environment (e.g., pH 4) and also at a mildly elevated temperature (e.g., about 60 °C).
[148] The product of the saccharification step is then fermented where the sugar is metabolized by an ethanologen (e.g., yeast) and converted into ethanol. At the end of fermentation, the product is presented as a mixture, or a "beer," comprising a liquid component containing ethanol and water (among other matters) and a solid component containing unfermented particular or solid matters. The beer, including both the solids and liquid components, is then distilled,
during which the fermentation product is processed into ethanol and stillage containing solids in the form of a wet cake. The stillage wet cake can then be dried into distillers dried grains (DDG), whereas the liquid components post distillation can be evaporated and processed into a syrup, and oils contained in the stillage can also be recovered. The water removed from the liquid components, optionally in combination with the water recovered from drying the DDG, can be treated for reuse at the plant, for example, as the water useful for making the grain slurry in the first step of ethanol production.
[149] Although basic enzymatic starch liquefaction processes are well studied and known, it remains the case that most grain-based plant materials, even after milling, liquefaction, saccharification, fermentation and distillation, will continue to retain a significant amount of lignocellulosic matters, which are fibrous and believed to entrap or bind starch, preventing such bound starch from being effectively fermented or otherwise processed.
IV. Lignocellulosic Matters in Grain-Based Feedstocks
[150] It is known that much of the grain-based feedstocks currently used to produce fuel ethanol contain significant amount of lignocellulosic matters. For example, corn kernels are composed of the following matters {see, Gulati et al, (1996). Bioresource Technol. 58:253-64):
Starch ~ 71.7% of dry mass
Soluble sugars -2.6 % of dry mass
Hemicellulose ~ 5.5% of dry mass
Cellulose ~ 2.4% of dry mass
Lignin ~ 0.2 % of dry mass
Lipids ~ 4.3% of dry mass
Proteins ~ 10.3% of dry mass
Ash ~ 1.4 % of dry mass
Other matters ~ 1.6 % of dry mass
[151] It is also known that distillers' dry grain with soluble can generally contain about 20% or more total glucan, about 16% of the dry mass of which is cellulosic. See, Youngmi et al., (2008), Bioresource Technology, 99:5156-76. It has been estimated that breaking down such cellulosic parts of the grain plant materials can theoretically provide an additional 0.1 gallon of ethanol per bushel of corn, or an increased yield of 0.4-0.5%. See, Saville et al., (2005), Effect of Cellulase Supplementation on Cookline Operation in a Dry Mill Ethanol Plant, 27th Symposium on
Biotechnology For Fuels and Chemicals, Denver Colorado. Cellulases have been added in small amounts during liquefaction to decrease the viscosity and aid liquefaction. See, e.g., Ohgren et al,
(2007), Process Biochemistry, 42:834-837. In recent years cellulases have also been included as part of the saccharification mixture in a dry grind grain ethanol plant, for example, in combination with a glucoamylase, to increase the overall ethanol yield. See, US Patent Application Publication 2010/0276593. The addition of cellulases, however does not address the much greater component 5 of the grain biomass feedstock, which is hemicellulose.
[152] In a corn kernel, for example, the cellulose and hemicellulose components of the plant feedstock material most likely co-exist in a heterogeneous mixture of complex polysaccharides that interact through covalent and non-covalent means. For example in typical plant cell walls, cellulose (β-1,4 glucan), which generally constitutes 35-50% of carbon found in cell wall o components. Cellulose polymers self associate through hydrogen bonding, van der Waals
interactions and hydrophobic interactions to form semi-crystalline cellulose microfibrils. These microfibrils also include noncrystalline regions, generally known as amorphous cellulose. The cellulose microfibrils are embedded in a matrix formed of hemicelluloses (including, e.g., xylans, arabinans, and mannans), pectins (e.g., galacturonans and galactans), and various other5 β-1,3 and β-1,4 glucans. These matrix polymers are often substituted with, for example,
arabinose, galactose and/or xylose residues to yield highly complex arabinoxylans,
arabinogalactans, galactomannans, and xyloglucans. The hemicellulose matrix is, in turn, surrounded by polyphenolic lignin.
[153] The complexity of the matrix makes it difficult to degrade the fibrous materials solely by o the inclusion of cellulases, because hemicellulose components might need to be broken down before the cellulases can act on the core cellulose microfibrils. Lignin constitutes a very small part of a grain-based feedstock, for example, a corn kernel, therefore its permebilization might not be critical for the various enzymes to act on the cellulosic components, but hemicellulose components still needs to be disrupted to allow cellulose-degrading enzymes to act on the
5 cellulose components. Accordingly, a consortium of different enzymatic activities is required to break down both the cellulose and the hemicellose components of a grain-based biomass feedstock, causing effective release of the bound starch as well as the hydrolysis of the hemicellulose and cellulose components into fermentable sugars. 0 V. Cellulases and Hemicellulases
[154] The general model for cellulose depolymerization to glucose involves a minimum of three distinct enzymatic activities. Endoglucanases cleave cellulose chains internally to shorter chains in a process that increases the number of accessible ends, which are more susceptible to exoglucanase activity than the intact cellulose chains. These exoglucanases (e.g.,
cellobiohydrolases) are specific for either reducing ends or non-reducing ends, liberating, in most cases, cellobiose, the dimer of glucose. . The accumulating cellobiose is then subject to cleavage by cellobiases (e.g., P-l,4-glucosidases) to glucose.
[155] Cellulose contains only anhydro-glucose. In contrast, hemicellulose contains a number 5 of different sugar monomers. For instance, aside from glucose, sugar monomers in
hemicellulose can also include xylose, mannose, galactose, rhamnose, and arabinose.
Hemicelluloses mostly contain D-pentose sugars and occasionally small amounts of L-sugars. Xylose is typically present in the largest amount, but mannuronic acid and galacturonic acid also tend to be present. Hemicelluloses include xylan, glucuronoxylan, arabinoxylan, glucomannan, o and xyloglucan.
[156] The enzymes and multi-enzyme compositions of the disclosure are useful for
saccharification of hemicellulose materials, including, e.g., xylan, arabinoxylan, and xylan- or arabinoxylan-containing substrates. Arabinoxylan is a polysaccharide composed of xylose and arabinose, wherein L-a -arabinofuranose residues are attached as branch-points to a β-(1,4)- 5 linked xylose polymeric backbone.
[157] Most biomass sources, including those grain-based feedstock materials as those described herein, can be rather complex. For example, the grain-based feedstock materials such as corn kernels and other grains can contain cellulose, hemicellulose, pectin, lignin, protein, and ash, among other components. Therefore in order to effectively and efficiently break down the o fibrous and cellulosic components of the grain feedstock, an enzyme blend/mixture/consortium comprising the requisite cellulase activities as well as hemicellulase activities are useful. An example of a multi-enzyme blend/composition suitable for use to increase production of ethanol in a conventional grain ethanol plant is one that comprises cellobiohydrolase(s), xylanase(s), endoglucanase(s), P-glucosidase(s), P-xylosidase(s), and, optionally, accessory proteins. The 5 enzyme blend/composition is suitably a non-naturally occurring composition. The multi- enzyme blend/composition can be added to the liquefaction mixture, but it is preferably added to the saccharification mixture enzyme composition is preferably added to the saccharification step.
[158] In certain embodiments, the saccharification step and fermentation step are simultaneous (SSF), and in those instances, the multi-enzyme blend/composition is added to the SSF mixture. 0 [159] The enzyme blends/compositions of the disclosure can comprise one or more cellulases.
Cellulases are enzymes that hydrolyze cellulose (P-l,4-glucan or β D-glucosidic linkages) resulting in the formation of glucose, cellobiose, cellooligosaccharides, and the like. Cellulases have been traditionally divided into three major classes: endoglucanases (EC 3.2.1.4) ("EG"), exoglucanases or cellobiohydrolases (EC 3.2.1.91) ("CBH") and β-glucosidases (β -D-glucoside
glucohydrolase; EC 3.2.1.21) ("BG") (Knowles et al, (1987), Trends in Biotechnology 5(9):255- 261; Shulein, (1988), Methods in Enzymology, 160:234-242). Endoglucanases act mainly on the amorphous parts of the cellulose fiber, whereas cellobiohydrolases are also able to degrade crystalline cellulose.
[160] Cellulases for use in accordance with the methods and compositions of the disclosure can be obtained from, or produced recombinantly from, inter alia, one or more of the following organisms: Crinipellis scapella, Macrophomina phaseolina, Myceliophthora thermophila, Sordaria fimicola, Volutella colletotrichoides, Thielavia terrestris, Acremonium sp., Exidia glandulosa, Fomes fomentarius, Spongipellis sp., Rhizophlyctis rosea, Rhizomucor pusillus, Phycomyces niteus, Chaetostylum fresenii, Diplodia gossypina, Ulospora bilgramii, Saccobolus dilutellus, Penicillium verruculosum, Penicillium chrysogenum, Thermomyces verrucosus, Diaporthe syngenesia, Colletotrichum lagenarium, Nigrospora sp. , Xylaria hypoxylon, Nectria pinea, Sordaria macrospora, Thielavia thermophila, Chaetomium mororum, Chaetomium virscens, Chaetomium brasiliensis, Chaetomium cunicolorum, Syspastospora boninensis, Cladorrhinum foecundissimum, Scytalidium thermophila, Gliocladium catenulatum, Fusarium oxysporum ssp. lycopersici, Fusarium oxysporum ssp. passiflora, Fusarium solani, Fusarium anguioides, Fusarium poae, Humicola nigrescens, Humicola grisea, Panaeolus retirugis, Trametes sanguinea, Schizophyllum commune, Trichothecium roseum, Microsphaeropsis sp., Acsobolus stictoideus spej., Poronia punctata, Nodulisporum sp., Trichoderma sp. {e.g., Trichoderma reesei) and Cylindrocarpon sp.
[161] Cellulases suitable for use in the compositions and methods of the disclosure can be produced by engineering certain microorganisms capable of producing heterologous
polypeptides, overproducing endogenous polypeptides, or simply producing recombinantly engineered polypeptides in large amounts. Preferably the microorganism used to produce the cellulases is one that naturally has the capability of such high productivity, but the
microorganism may also suitably be one that is engineered to achieve such high productivity. Moreover, the microorganism used to produce the cellulases is one that is capable of secreting the polypeptides it heterologously produces, overproduces, or produces in very large amounts. Accordingly fermentation broths enriched with one or more of the cellulases described herein may be suitable. A number of microorganisms have been extensively studied and improved upon to be useful for producing such cellulases, including, for example, a Trichoderma, Humicola, Fusarium, Aspergillus, Neurospora, Penicillium, Cephalosporium, Achlya,
Podospora, Endothia, Mucor, Cochliobolus, Pyricularia, or Chrysosporium. Suitably the cellulases can be used directly in the form of the fermentation broth, which has not been subject
to, or has only been minimally subject to, post-production processing such as purification, enrichment, filtration, clarification, etc. On the other hand, the cellulases can be used in the form of a cell-free fermentation broth.
[162] For example, a cellulase for use in the method and/or composition of the disclosure is a whole cellulase and/or is capable of achieving at least 0.1 (e.g. 0.1 to 0.4) fraction product as determined by the calcofluor assay described below:
[163] Phosphoric acid swollen cellulose (PASC) can be prepared from Avicel PH-101 using an adapted protocol of Walseth, (1971), TAPPI 35:228, and of Wood, (1971), Biochem. J. 121:353- 362. In an examplified method, Avicel is solubilized in concentrated phosphoric acid then precipitated using cold deionized water. After the cellulose is collected and washed with water to achieve neutral pH, it is diluted to 1% solids in 50 mM sodium acetate buffer, at pH 5.0.
[164] All enzyme dilutions can be made made with a 50 mM sodium acetate buffer, pH 5.0. GC220 Cellulase (Danisco US Inc., Genencor) is diluted to 2.5, 5, 10, and 15 mg protein/g PASC, to produce a linear calibration curve. Samples to be tested are diluted to fall within the range of the calibration curve, i.e., to obtain a response of 0.1 to 0.4 fraction product. One hundred and fifty (150) μΐ^ of cold 1% PASC is added to each 20 μΐ^ of enzyme solution in suitable vessles, for example, 96-well microtiter plates. The plates are covered and incubated for 2 hrs at 50 °C, spun at 200 rpm, in an incubator/shaker. The reactions are then quenched using 100 μΐ^ of 50 μg/mL Calcofluor in 100 mM Glycine, pH 10. Fluorescence is read on a fluorescence microplate reader at excitation wavelength Ex = 365 nm and emission wavelength Em = 435 nm. The result is expressed as the fraction product according to the equation:
FP = 1-(F1 sample - Fl buffer with cellobiose)/(Fl zero enzyme - Fl buffer with cellobiose),
wherein "FP" is fraction product and "Fl" is fluorescence units. V.l. β-Glucosidase
[165] The enzyme blends/compositions of the disclosure can optionally comprise one or more β-glucosidases. The term "β-glucosidase" as used herein refers to a β-D-glucoside
glucohydrolase classified as EC 3.2.1.21, and/or members of certain GH families, including, without limitation, members of GH families 1, 3, 9 or 48, which catalyze the hydrolysis of cellobiose to release β-D-glucose.
[166] Suitable β-glucosidase can be obtained from a number of microorganisms, by
recombinant means, or be purchased from commercial sources. Examples of β- glucosidases
from microorganisms include, without limitation, ones from bacteria and fungi. For example, a β-glucosidase of the present disclosure is suitably obtained from a filamentous fungus.
[167] The β-glucosidases can be obtained, or produced recombinantly, from, inter alia, Aspergillus aculeatus (Kawaguchi et al. (1996) Gene, 173: 287-288), Aspergillus kawachi (Iwashita et al. (1999) Appl. Environ. Microbiol. 65: 5546-5553), Aspergillus oryzae (WO 2002/095014), Cellulomonas biazotea (Wong et al. Gene, 1998, 207:79-86), Penicillium funiculosum (WO 2004/078919), Saccharomycopsis fibuligera (Machida et al. (1988) Appl. Environ. Microbiol. 54: 3147-3155), Schizosaccharomyces pombe (Wood et al. (2002) Nature 415: 871-880), or Trichoderma reesei (e.g., β-glucosidase 1 (U.S. Patent No. 6,022,725), β- glucosidase 3 (U.S. Patent No.6,982,159), β- glucosidase 4 (U.S. Patent No. 7,045,332), β- glucosidase 5 (US Patent No. 7,005,289), β-glucosidase 6 (U.S. Publication No. 20060258554), β-glucosidase 7 (U.S. Publication No. 20060258554)).
[168] The β-glucosidase can be produced by expressing an endogenous or exogenous gene encoding a β-glucosidase. For example, β-glucosidase can be secreted into the extracellular space e.g., by Gram-positive organisms (e.g., Bacillus or Actinomycetes), or eukaryotic hosts
(e.g., Trichoderma, Aspergillus, Saccharomyces, or Pichia). The β-glucosidase can be, in some circumstances, overexpressed or underexpressed.
[169] The β-glucosidase can also be obtained from commercial sources. Examples of commercial β-glucosidase preparation suitable for use in the present disclosure include, for example, Trichoderma reesei β-glucosidase in Accellerase® BG (Danisco US Inc., Genencor); NOVOZYM™ 188 (a β-glucosidase from Aspergillus niger); Agrobacterium sp. β-glucosidase, and Thermatoga maritima β-glucosidase from Megazyme (Megazyme International Ireland Ltd., Ireland.).
[170] Moreover, the β-glucosidase can be a component of a whole cellulase, as described in Section V.4 below.
[171] β-glucosidase activity can be determined by a number of suitable means known in the art, such as the assay described by Chen et al., (1992) Biochimica et Biophysica Acta, 121:54-60, wherein 1 pNPG denotes 1 μι οί of Nitrophenol liberated from 4-nitrophenyl- -D- glucopyranoside in 10 min at 50°C (122°F) and pH 4.8.
V.2. Endoglucanases
[172] The enzyme blends/compositions of the disclosure optionally comprise one or more endoglucanase. Any endoglucanase (EC 3.2.1.4) can be used in the methods and compositions of the present disclosure. An endoglucanse can be produced by expressing an endogenous or
exogenous endoglucanase gene. The endoglucanase can be, in some circumstances, overexpressed or underexpressed.
[173] For example, Trichoderma reesei EG1 (Penttila et al., (1986) Gene, 63: 103-112) and/or EG2 (Saloheimo et al., (1988) Gene, 63: 11-21) are suitably used in the methods and
compositions of the present disclosure.
[174] A thermostable Thielavia terrestris endoglucanase (Kvesitadaze et al., (1995) Applied Biochem. Biotech. 50: 137-143) is, in another example, used in the methods and compositions of the present disclosure. Moreover, a Trichoderma reesei EG3 (Okada et al. (1988) Appl.
Environ. Microbiol. 64:555-563), EG4 (Saloheimo et al. (1997) Eur. J. Biochem. 249:584-591), EG5 (Saloheimo et al. (1994) Molecular Microbiology, 13:219-228), EG6 (U.S. Patent
Publication No. 20070213249), or EG7 (U.S. Patent Publication No. 20090170181), an
Acidothermus cellulolyticus EI endoglucanase (U.S. Pat. No. 5,536,655), a Humicola insolens endoglucanase V (EGV) (Protein Data Bank entry 4ENG), a Staphylotrichum coccosporum endoglucanase (U.S. Patent Publication No. 20070111278), an Aspergillus aculeatus
endoglucanase Fl-CMC (Ooi et al. (1990) Nucleic Acid Res. 18:5884), an Aspergillus kawachii IFO 4308 endoglucanase CMCase-1 (Sakamoto et al. (1995) Curr. Genet. 27:435-439), an Erwinia carotovara (Saarilahti et al. Gene 1990, 90:9-14); or an Acremonium thermophilum ALK04245 endoglucanase (U.S. Patent Publication No. 20070148732) can also be used.
Additional suitable endoglucanases are described in, e.g., WO 91/17243, WO 91/17244, WO 91/10732, U.S. Patent No. 6,001,639.
V.3. Cellobiohydrolases
[175] Any cellobiohydrolase (EC 3.2.1.91) ("CBH") can be optionally used in the methods and blends/compositions of the present disclosure. The cellobiohydrolase can be produced by expressing an endogeneous or exogeneous cellobiohydrolase gene. The cellobiohydrolase can be, in some circumstances, overexpressed or under expressed.
[176] For example, Trichoderma reesei CBHI (Shoemaker et al. (1983) Bio/Technology 1:691- 696) and/or CBHII (Teeri et al. (1983) Bio/Technology, 1:696-699) can be suitably used in the methods and blends/compositions of the present disclosure.
[177] Suitable CBHs can be selected from an Agaricus bisporus CBHI (Swiss Prot Accession
No. Q92400), an Aspergillus aculeatus CBHI (Swiss Prot Accession No. 059843), an
Aspergillus nidulans CBHA (GenBank Accession No. AF420019) or CBHB (GenBank
Accession No. AF420020), an Aspergillus niger CBHA (GenBank Accession No. AF156268) or CBHB (GenBank Accession No. AF156269), a Claviceps purpurea CBHI (Swiss Prot
Accession No. 000082), a Cochliobolus carbonarum CBH1 (Swiss Prot Accession No. Q00328), a Cryphonectria parasitica CBH1 (Swiss Prot Accession No. Q00548), a Fusarium oxysporum CBH1 (Cel7A) (Swiss Prot Accession No. P46238), a Humicola grisea CBH1.2 (GenBank Accession No. U50594), a Humicola grisea var. thermoidea CBH1 (GenBank
5 Accession No. D63515) a CBHI.2 (GenBank Accession No. AF123441), or an exol (GenBank Accession No. AB003105), a Melanocarpus albomyces Cel7B (GenBank Accession No.
AJ515705), a Neurospora crassa CBHI (GenBank Accession No. X77778), a Penicillium funiculosum CBHI (Cel7A) (U.S. Patent Publication No. 20070148730), a Penicillium janthinellum CBHI (GenBank Accession No. S56178), a Phanerochaete chrysosporium CBH o (GenBank Accession No. M22220), or a CBHI-2 (Cel7D) (GenBank Accession No. L22656), a
Talaromyces emersonii CBH1A (GenBank Accession No. AF439935), a Trichoderma viride CBHI (GenBank Accession No. X53931), or a Volvariella volvacea V14 CBHI (GenBank Accession No. AF156693). 5
V.4. Whole Cellulases
[178] An enzyme blend/composition of the disclosure can further comprise a whole cellulase. As used herein, a "whole cellulase" refers to either a naturally occurring or a non-naturally occurring cellulase-containing composition comprising at least 3 different enzyme types: (1) an o endoglucanase, (2) a cellobiohydrolase, and (3) a β-glucosidase, or comprising at least 3
different enzymatic activities: (1) an endoglucanase activity, which catalyzes the cleavage of internal β-1,4 linkages, resulting in shorter glucooligosaccharides, (2) a cellobiohydrolase activity, which catalyzes an "exo"-type release of cellobiose units (β-1,4 glucose-glucose disaccharide), and (3) a β-glucosidase activity, which catalyzes the release of glucose monomer 5 from short cellooligosaccharides (e.g., cellobiose).
[179] A "naturally occurring cellulase-containing" composition is one produced by a naturally occurring source, which comprises one or more cellobiohydrolase-type, one or more
endoglucanase- type, and one or more β-glucosidase-type components or activities, wherein each of these components or activities is found at the ratio and level produced in nature, untouched by 0 the human hand. Accordingly, a naturally occurring cellulase-containing composition is, for example, one that is produced by an organism unmodified with respect to the cellulolytic enzymes such that the ratio or levels of the component enzymes are unaltered from that produced by the native organism in nature. A "non-naturally occurring cellulase-containing composition" refers to a composition produced by: (1) combining component cellulolytic enzymes either in a
naturally occurring ratio or a non-naturally occurring, i.e., altered, ratio; or (2) modifying an organism to overexpress or underexpress one or more cellulolytic enzymes; or (3) modifying an organism such that at least one cellulolytic enzyme is deleted. A "non-naturally occurring cellulase containing" composition can also refer to a composition resulting from adjusting the 5 culture conditions for a naturally-occurring organism, such that the naturally-occurring organism grows under a non-native condition, and produces an altered level or ratio of enzymes.
Accordingly, in some embodiments, the whole cellulase preparation of the present disclosure can have one or more EGs and/or CBHs and/or β-glucosidases deleted and/or overexpressed.
[180] In the present disclosure, a whole cellulase preparation can be from any microorganism o that is capable of hydrolyzing a cellulosic material. In some embodiments, the whole cellulase preparation is a filamentous fungal whole cellulase. For example, the whole cellulase preparation can be from an Acremonium, Aspergillus, Emericella, Fusarium, Humicola, Mucor, Myceliophthora, Neurospora, Penicillium, Scytalidium, Thielavia, Tolypocladium, or
Trichoderma species. The whole cellulase preparation is, for example,an Aspergillus aculeatus,5 Aspergillus awamori, Aspergillus foetidus, Aspergillus japonicus, Aspergillus nidulans,
Aspergillus niger, or Aspergillus oryzae whole cellulase. Moreover, the whole cellulase preparation can be a Fusarium bactridioides, Fusarium cerealis, Fusarium crookwellense, Fusarium culmorum, Fusarium graminearum, Fusarium graminum, Fusarium heterosporum, Fusarium negundi, Fusarium oxysporum, Fusarium reticulatum, Fusarium roseum, Fusarium o sambucinum, Fusarium sarcochroum, Fusarium sporotrichioides, Fusarium sulphureum,
Fusarium torulosum, Fusarium trichothecioides, or Fusarium venenatum whole cellulase preparation. The whole cellulase preparation can also be a Humicola insolens, Humicola lanuginosa, Mucor miehei, Myceliophthora thermophila, Neurospora crassa, Penicillium purpurogenum, Penicillium funiculo sum, Scytalidium thermophilum, or Thielavia terrestris 5 whole cellulase preparation. Moreover, the whole cellulase preparation can be a Trichoderma harzianum, Trichoderma koningii, Trichoderma longibrachiatum, Trichoderma reesei (e.g., RL- P37 (Sheir-Neiss G et al. (1984) Appl. Microbiol. Biotechnology, 20, pp.46-53), QM9414 (ATCC No. 26921), NRRL 15709, ATCC 13631, 56764, 56466, 56767), or a Trichoderma viride (e.g., ATCC 32098 and 32086) whole cellulase preparation.
0 [181] The whole cellulase preparation can, in particular, suitably be a Trichoderma reesei
RutC30 whole cellulase preparation, which is available from the American Type Culture Collection as Trichoderma reesei ATCC 56765. For example, the whole cellulase preparation can also suitably be a whole cellulase of Penicillium funiculosum, which is available from the American Type Culture Collection as Penicillium funiculosum ATCC Number: 10446.
[182] The whole cellulase preparation can also be obtained from commercial sources. Examples of commercial cellulase preparations suitable for use in the methods and compositions of the present disclosure include, for example, CELLUCLAST™ and Cellic™ (Novozymes A/S) and LAMINEX™ BG, IndiAge™ 44L, Primafast™ 100, Primafast™ 200, Spezyme™ CP, 5 Accellerase® 1000 and Accellerase® 1500 (Danisco US. Inc., Genencor).
[183] Suitable whole cellulase preparations can be made using any microorganism cultivation methods known in the art, especially fermentation, resulting in the expression of enzymes capable of hydrolyzing a cellulosic material. As used herein, "fermentation" refers to shake flask cultivation, small- or large-scale fermentation, such as continuous, batch, fed-batch, or o solid state fermentations in laboratory or industrial fermenters performed in a suitable medium and under conditions that allow the cellulase and/or enzymes of interest to be expressed and/or isolated.
[184] Generally, the microorganism is cultivated in a cell culture medium suitable for production of enzymes capable of hydrolyzing a cellulosic material. The cultivation takes place5 in a suitable nutrient medium comprising carbon and nitrogen sources and inorganic salts, using procedures and variations known in the art. Suitable culture media, temperature ranges and other conditions for growth and cellulase production are known in the art. As a non-limiting example, a typical temperature range for the production of cellulases by Trichoderma reesei is 24°C to 28°C
o [185] The whole cellulase preparation can be used as it is produced by fermentation with no or minimal recovery and/or purification. For example, once cellulases are secreted into the cell culture medium, the cell culture medium containing the cellulases can be used directly. The whole cellulase preparation can comprise the unfractionated contents of fermentation material, including the spent cell culture medium, extracellular enzymes and cells. On the other hand, the 5 whole cellulase preparation can also be subject to further processing in a number of routine
steps, e.g., precipitation, centrifugation, affinity chromatography, filtration, or the like. For example, the whole cellulase preparation can be concentrated, and then used without further purification. The whole cellulase preparation can, for example, be formulated to comprise certain chemical agents that decrease cell viability or kill the cells after fermentation. The cells 0 can, for example, be lysed or permeabilized using methods known in the art.
[186] The endoglucanase activity of the whole cellulase preparation can be determined using carboxymethyl cellulose (CMC) as a substrate. A suitable assay measures the production of reducing ends created by the enzyme mixture acting on CMC wherein 1 unit is the amount of
enzyme that liberates 1 μιηοΐ. of product/min (Ghose, T. K., (1987) Pure & Appl. Chem. 59, pp. 257-268).
[187] The whole cellulase can be a β-glucosidase-enriched cellulase. The β-glucosidase- enriched whole cellulase generally comprises a β-glucosidase and a whole cellulase preparation. The β-glucosidase-enriched whole cellulase compositions can be produced by recombinant means. For example, such a whole cellulase preparation can be achieved by expressing a β- glucosidase in a microorganism capable of producing a whole cellulase The β-glucosidase- enriched whole cellulase composition can also, for example, comprise a whole cellulase preparation and a β-glucosidase. For instance, the β-glucosidase-enriched whole cellulase composition can suitably comprise at least 5 wt.%, 7 wt.%, 10 wt.%, 15 wt.% or 20 wt.%, and up to 25 wt.%, 30 wt.%, 35 wt.%, 40 wt.%, or 50 wt.% β-glucosidase based on the total weight of proteins in that blend/composition.
[188] It is generally the case that the more cellulases are added to the saccharification step, up to a certain level when all cellulose components of the grain material that can be digested are digested, the more starch is released and/or the more glucose and other soluble oligo C-6 sugars are produced, hence the more ethanol is produced by the overall process. However, in contrast, while the enzyme blends/compositions of the disclosure can comprise one or more
hemicellulases, which can help to break down the hemicellulose components of the grain material, further releasing residual trapped starch, and even provide broken-down soluble sugars that can be consumed by the ethanologen, the correlation of hemicellulase dose with
improvements is not as direct. It is noted that at a lower than threshold level of hemicellulase in the saccharification mixture, the viscosity or thickness of the post fermentation mixture as well as that of the thin stillage dramatically increases, so much so that the pressure build up is so severe that the entire ethanol production process must be aborted. The solution to this downstream pressure problem is not to reduce the amount of hemicellulases however, but surprisingly is to increase the dose of hemicellulase, to above a threshold level as described herein.
[189] A wide variety of fungi and bacteria are capable of enzymatically hydrolyzing hemicelluloses. Similar to cellulose degradation, hemicellulose hydrolysis involves coordinated actions of a number of enzymes. Hemicellulases are often grouped into three general categories: the endo-acting enzymes that attack internal bonds within polysaccharide chains, the exo-acting enzymes that act processively from either the reducing or the nonreducing end of the
polysaccharide chain, and the accessory enzymes, acetylesterases, and/or esterases that hydrolyze lignin glycoside bonds. Examples of esterases can include coumaric acid esterase and ferulic
acid esterase (Wong et al., (1988), Microbiol. Rev. 52:305-317; Tenkanen and Poutanen, (1992) Significance of esterases in the degradation of xylans, in Xylans and Xylanases, Visser et al., eds., Elsevier, New York, N.Y., pp. 203-212; Coughlan and Hazlewood, (1993) Hemicellulose and hemicellulases, Portland, London, UK; Brigham et al., (1996) Hemicellulases: Diversity and 5 applications, in Handbook on Bioethanol: Production and Utilization, Wyman, ed., Taylor & Francis, Washington, D.C., pp. 119-141).
[190] Suitable hemicellulases for use with the compositions and/or methods of the present disclosure include, for example, xylanases, arabinofuranosidases, acetyl xylan esterase, glucuronidases, endo-galactanase, mannanases, endo or exo arabinases, exo-galactanases, and o mixtures thereof. Examples of endo-acting hemicellulases and ancillary enzymes include, without limitation, endoarabinanase, endoarabinogalactanase, endoglucanase, endomannanase, endoxylanase, and feraxan endoxylanase. Examples of exo-acting hemicellulases and ancillary enzymes include, without limitation, L-a-arabinosidase, L-P-arabinosidase, a-l,2-L-fucosidase, a-D-galactosidase, β-D-galactosidase, β-D-glucosidase, β-D-glucuronidase, β-D-mannosidase,5 β-D-xylosidase, exoglucosidase, exocellobiohydrolase, exomannobiohydrolase, exomannanase, exoxylanase, xylan a-glucuronidase, and coniferin β-glucosidase. Examples of esterases include, without limitation, acetyl esterases (acetylgalactan esterase, acetylmannan esterase, and acetylxylan esterase) and aryl esterases (coumaric acid esterase and ferulic acid esterase).
[191] In certain aspects, the hemicellulase is an exo-acting hemicellulase. Preferably, the exo- o acting hemicellulase has the ability to hydrolyze hemicellulose under acidic conditions, for example, at or below pH 7.
[192] In certain aspects, the hemicellulase is added in an effective amount. For example, the hemicellulase is added to the multienzyme blends of the present disclosure in an amount of about 0.001 wt.% or more, about 0.002 wt.% or more, about 0.0025 wt.% or more, about 0.005 5 wt.% or more, or about 0.01 wt.% or more relative to the weight of solids in the complete
fermentation medium. In another example, the hemicellulase is added to the multienzyme blends of the present disclosure in an amount of about 0.001 wt.% to about 5.0 wt.%, for example, about 0.025 wt.% to about 4.0 wt.%, about 0.005 wt.% to about 2.0 wt.% relative to the weight of solids in the complete fermentation medium.
0
V.5. Xylanases
[193] The hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more xylanases.
[194] The term "xylanase" as used herein refers to any xylanase classified in or under EC 3.2.1.8. Suitable xylanases include, for example, a Caldocellum saccharolyticum xylanase (Luthi et al., (1990) Appl. Environ. Microbiol. 56(9):2677-2683), a Thermatoga maritima xylanase (Winterhalter & Liebel, (1995) Appl. Environ. Microbiol. 61(5): 1810— 1815), a Thermatoga Sp. Strain FJSS-B.l xylanase (Simpson et al., (1991) Biochem. J. 277, 413-417), a Bacillus circulans xylanase (BcX) (U.S. Patent No. 5,405,769), an Aspergillus niger xylanase (Kinoshita et al., (1995) J. Ferment. Bioeng. 79(5):422-428); a Streptomyces lividans xylanase (Shareck et al, (1991) Gene 107:75-82; Morosoli et al, (1986) Biochem. J. 239:587-592;
Kluepfel et al, (1990) Biochem. J. 287:45-50); Bacillus subtilis xylanase (Bernier et al, (1983) Gene 26(l):59-65); a Cellulomonas fimi xylanase (Clarke et al., (1996) FEMS Microbiol. Lett. 139:27-35), a Pseudomonas fluorescens xylanase (Gilbert et al., (1988) J. Gen. Microbiol.
134:3239-3247); a Clostridium thermocellum xylanase (Dominguez et al., (1995) Nat. Struct. Biol. 2(7):569-76); a Bacillus pumilus xylanase (Nuyens et al., (2001) Appl. Microbiol. Biotech. 56:431-434; Yang et al, (1988) Nucleic Acids Res. 16(14B):7187); a Clostridium
acetobutylicum P262 xylanase (Zappe et al., (1990) Nucleic Acids Res. 18(8):2179) or a Trichoderma harzianum xylanase (Rose et al., (1987) J. Mol. Biol. 194(4):755-756).
[195] Xylanases can suitably be obtained from a number of sources, including, for example, fungal and bacterial organisms, such as Aspergillus, Disporotrichum, Penicillium, Neurospora, Fusarium, Trichoderma, Hwmicola, Thermomyces, and Bacillus. Certain commercially available preparations comprising xylanase(s) can also be used in the compositions and methods of the present disclosure; those include Multifect® xylanase, Laminex® BG and Spezyme® CP (Danisco US, Genencor), and Celluclast® and Viscozyme® (Novozymes A/S).
[196] The xylanase can be produced by expressing an endogenous or exogenous gene encoding a xylanase. The xylanase can be, in some circumstances, overexpressed or underexpressed. In certain embodiments, the xylanases can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, optionally also one or more other celllases and/or other enzymes such as accessory enzymes.
V.6. β-Xylosidases
[197] The hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more β-xylosidases.
[198] As used herein, the term "β-xylosidase" refers to any β-xylosidase classified in or under EC 3.2.1.37. Suitable β-xylosidases include, for example Talaromyces emersonii Bxll (Reen et al., (2003) Biochem. Biophys. Res. Commun. 305(3):579-85); as well as β-xylosidases obtained
from Geobacillus stearothermophilus (Shallom et al., (2005) Biochem. 44:387-397);
Scytalidium thermophilum (Zanoelo et al., (2004) J. Ind. Microbiol. Biotechnol. 31: 170-176); Trichoderma lignorum (Schmidt, (1988) Methods Enzymol. 160:662-671); Aspergillus awamori (Kurakake et al., (2005) Biochim. Biophys. Acta \126:212-219); Aspergillus versicolor
5 (Andrade et al., Process Biochem. 39: 1931-1938); Streptomyces sp. (Pinphanichakarn et al., (2004) World J. Microbiol. Biotechnol. 20:727-733); Thermotoga maritima (Xue and Shao, (2004) Biotechnol. Lett. 26: 1511-1515); Trichoderma sp. SY (Kim et al., (2004) J. Microbiol. Biotechnol. 14:643-645); Aspergillus niger (Oguntimein and Reilly, (1980) Biotechnol. Bioeng. 22: 1143-1154); or Penicillium wortmanni (Matsuo et al., (1987) Agric. Biol. Chem. 51:2367- i o 2379).
[199] The β-xylosidase can be produced by expressing an endogenous or exogenous gene encoding a β-xylosidase. The β-xylosidase can be, in some circumstances, overexpressed or underexpressed by a suitable host cell. In some embodiments, the one or more β-xylosidases can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, 15 optionally also one or more other celllases and/or other enzymes such as accessory enzymes.
V.7. L-a-Arabinofuranosidases
[200] The hemicellulases suitable for use with the methods and compositions of the disclosure can comprise one or more L-a-arabinofuranosidases.
2 o [201] As used herein, the term "L-a-arabinofuranosidase" refers to any enzyme classified in or under EC 3.2.1.55. For example, they can be GH43 or GH51 enzymes. Suitable L-a- arabinofuranosidase can be obtained from, for example, Aspergillus oryzae (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Aspergillus sojae (Oshima et al., (2005) J. Appl. Glycosci. 52:261-265); Bacillus brevis (Numan & Bhosle, (2006) J. Ind. Microbiol.
25 Biotechnol. 33:247-260); Bacillus stearothermophilus (Kim et al., (2004) J. Microbiol.
Biotechnol. 14:474-482); Bifidobacterium breve (Shin et al., (2003) Appl. Environ. Microbiol. 69:7116-7123; Bifidobacterium longum (Margolles et al., (2003) Appl. Environ. Microbiol. 69:5096-5103); Clostridium thermocellum (Taylor et al, (2006) Biochem. J. 395:31-37);
Fusarium oxysporum (Panagiotou et al., (2003) Can. J. Microbiol. 49:639-644); Fusarium
30 oxysporum f. sp. dianthi (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260);
Geobacillus stearothermophilus T-6 (Shallom et al, (2002) J. Biol. Chem. 277:43667-43673); Hordeum vulgare (Lee et al., (2003) J. Biol. Chem. 278:5377-5387); Penicillium chrysogenum (Sakamoto et al., (2003) Biophys. Acta 1621:204-210); Penicillium sp. (Rahman et al., (2003) Can. J. Microbiol. 49:58-64); Pseudomonas cellulosa (Numan & Bhosle, (2006) J. Ind.
Microbiol. Biotechnol. 33:247-260); Rhizomucor pusillus (Rahman et al, (2003) Carbohydr. Res. 338: 1469-1476) ; Streptomyces chartreusis (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Streptomyces thermoviolacus (Numan & Bhosle, (2006) J. Ind.
Microbiol. Biotechnol. 33:247-260); Thermoanaerobacter ethanolicus (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Thermobacillus xylanilyticus (Numan & Bhosle, (2006) J. Ind. Microbiol. Biotechnol. 33:247-260); Thermomonosporafusca (Tuncer & Ball, (2003) Folia Microbiol. (Praha) 48: 168-172); Thermotoga maritima (Miyazaki, (2005)
Extremophiles 9:399-406); Trichoderma sp. SY (Jung et al., (2005) Agric. Chem. Biotechnol. 48:7-10); Aspergillus kawachii (Koseki et al, (2006) Biochim. Biophys. Acta 1760: 1458-1464); Fusarium oxysporumf. sp. dianthi (Chacon-Martinez et al., (2004) Physiol. Mol. Plant Pathol. 64:201-208); Thermobacillus xylanilyticus (Debeche et al, (2002) Protein Eng. 15:21-28);
Humicola insolens (Sorensen et al., (2007) Biotechnol. Prog. 23: 100-107); Meripilus giganteus (Sorensen et al., (2007) Biotechnol. Prog. 23: 100-107); or Raphanus sativus (Kotake et al, (2006) J. Exp. Bot. 57:2353-2362).
[202] The L-a-arabinofuranosidase can be produced by expressing an endogenous or exogenous gene encoding an L-a-arabinofuranosidase. The L-a-arabinofuranosidase can be, in some circumstances, overexpressed or underexpressed by a suitable host cell. In some embodiments, the one or more L-a-arabinofuranosidase can be co-expressed or part of a hemicellulase mixture comprising one or more other hemicellulases, optionally also one or more other celllases and/or other enzymes such as accessory proteins or enzymes.
V.8. Accessory proteins
[203] Optionally the saccharification mixture can comprise enzymes other than
glucoamylase(s) and the hemicellulases, optionally the cellulases. A number of polypeptides that are known to be cellulosic accessory activities can also be used in conjunction with the methods and compositions herein to further increase or improve the yield of grain ethanol. See, e.g., Brigham et al., (1995) in Handbook on Bioethanol (Charles E. Wyman, ed.), pp. 119-141, Taylor & Francis, Washington D.C.; Lee, (1997) J. Biotechnol. 56: 1-24).
[204] The optimum amounts of such accessory enzymes may depend on a number of factors including, without limitation, the specific mixture of component cellulases and hemicellulases, the particular cellulosic and hemicellulosic compositions of the grain-based substrate, the temperature, time, and pH of the saccharification mixture, and the nature of the fermenting organism.
[205] Examples of accessory proteins include, without limitation, mannanases (e.g., endomannanases, exomannanases, and β-mannosidases); galactanases (e.g., endo- and exo- galactanases), arabinases (e.g., endo-arabinases and exo-arabinases), ligninases, amylases, glucuronidases, proteases, esterases (e.g., ferulic acid esterases, acetyl xylan esterases, coumaric acid esterases or pectin methyl esterases), lipases, glycoside hydrolase Family 61 polypeptides, xyloglucanases, CIPl, CIP2, swollenin, expansins, and cellulose disrupting proteins. Examples of accessory proteins can also include CIPl-like proteins, CIP2-like proteins, cellobiose dehydrogenases and manganese peroxidases. Certain of these accessory enzymes such as mannanases, galactanases, arabinases, and esterases are sometimes categorized as
hemicellulases.
V.9. Other grain-to-ethanol enzymes
V.9.1. Alpha- Amylases [206] Any alpha-amylases useful in liquefaction and/or saccharification of starch substrates are contemplated for use herein. Particularly useful are those displaying relatively high
thermostability and thus capable of liquefying starch at a temperature above 80°C. Alpha- amylases suitable for the liquefaction process may be from fungal or bacterial origin, particularly alpha-amylases isolated from thermophilic bacteria, such as Bacillus species. These Bacillus alpha-amylases are commonly referred to as "Termamyl-like alpha-amylases." Well-known Termamyl-like alpha-amylases include those from B. licheniformis, B. amyloliquefaciens, and Geobacillus stearothermophilus (previously known as Bacillus stearothermophilus). Other Termamyl-like alpha-amylases include those derived from Bacillus sp. NCIB 12289, NCIB 12512, NCIB 12513, and DSM 9375, which are disclosed in WO 95/26397. Contemplated alpha-amylases may also derive from Aspergillus species, e.g., A. oryzae and A. niger alpha- amylases. In addition, commercially available alpha-amylases and products containing alpha- amylases include TERMAMYL™ SC, FUNGAMYL™, LIQUOZYME® SC and SAN™ SUPER (Novozymes A/S, Denmark), and SPEZYME® XTRA, GC 358, SPEZYME® FRED, SPEZYME® FRED-L, and SPEZYME® HP A (Danisco US Inc., Genencor Division).
[207] Alpha-amylases useful herein include wild-type (or parent) enzymes, as well as variants of the parent enzyme. Such variants may have about 80% to about 99% sequence identity to a Termamyl-like alpha-amylase or other wild-type amylase such as the Bacillus licheniformis alpha-amylase (disclosed in US 2009/0238923, filed Nov. 3, 2008) or Geobacillus
stearothermophilus alpha-amylase (disclosed in US 2009/0252828, filed Nov. 3, 2008).
Amylase variants disclosed in WO 96/23874, WO 97/41213, and WO 99/19467 are also contemplated for use herein, including the Geobacillus stearothermophilus alpha-amylase variant having the mutations A(181-182)+N193F compared to the wild-type alpha-amylase disclosed in WO 99/19467.
[208] In some embodiments, a variant alpha-amylase may display one or more altered properties compared to those of the parent enzyme. The altered properties may advantageously enable the variant alpha-amylase to perform effectively in liquefaction. Similarly, the altered properties may result in improved performance of the variant compared to its parent. These properties may include substrate specificity, substrate binding, substrate cleavage pattern, thermal stability, pH/activity profile, pH/stability profile, stability towards oxidation, stability at lower levels of calcium ion (Ca2+), and/or specific activity. Representative alpha-amylase variants include those disclosed in US 2008/0220476, published Sept. 11, 2008; US
2008/0160573, published July 3, 2008; US 2008/0153733, published June 26, 2008; and US 2008/0083406, published Apr. 10, 2008. Blends of two or more alpha-amylases, each of which may have different properties are also contemplated for use herein.
[209] Alpha-amylase activity may be determined according to the method disclosed in U.S. Patent No.5,958,739, with minor modifications. In brief, the assay uses p-nitrophenyl maltoheptoside (PNP-G7) as the substrate with the non-reducing terminal sugar chemically blocked. PNP- G7 can be cleaved by an endo-amylase, for example alpha-amylase. Following the cleavage, an alpha-glucosidase and a glucoamylase digest the substrate to liberate free PNP molecules, which display a yellow color and can be measured by visible spectrophotometry at 410 nm. The rate of PNP release is proportional to alpha-amylase activity. The alpha-amylase activity of a sample is calculated against a standard control.
[210] Variant or mutant alpha-amylases can also be made by the skilled artisan for use herein, beginning for example with any known wild-type sequence. Many methods for making such variants, e.g. by introducing mutations into known genes, are well known in the art. The DNA sequence encoding a parent a-amylase may be isolated from any cell or microorganism producing the a-amylase in question, using various methods well known in the art. V.9.2. Glucoamylases
[211] Another enzyme contemplated for use in the starch processing, especially during saccharification, is a glucoamylase (EC 3.2.1.3). Glucoamylases are commonly derived from a microorganism or a plant. For example, glucoamylases can be of fungal or bacterial origin.
[212] Exemplary fungal glucoamylases are Aspergillus glucoamylases, in particular A. niger Gl or G2 glucoamylase (Boel et al. (1984), EMBO J. 3(5): 1097-1102), or variants thereof, such as disclosed in WO 92/00381 and WO 00/04136; A. awamori glucoamylase (WO 84/02921); A. oryzae glucoamylase (Agric. Biol. Chem. (1991), 55(4): 941-949), or variants or fragments 5 thereof. Other contemplated Aspergillus glucoamylase variants include variants with enhanced thermal stability: G137A and G139A (Chen et al. (1996), Prot. Eng. 9: 499-505); D257E and D293E/Q (Chen et al. (1995), Prot. Eng. 8: 575-582); N182 (Chen et al. (1994), Biochem. J. 301: 275-281); disulphide bonds, A246C (Fierobe et al. (1996), Biochemistry, 35: 8698-8704); and introduction of Pro residues in positions A435 and S436 (Li et al. (1997) Protein Eng. 10: i o 1199-1204).
[213] Exemplary fungal glucoamylases may also include Trichoderma reesei glucoamylase and its homologues as disclosed in U.S. Patent No. 7,413,879 (Danisco US Inc., Genencor Division). Glucoamylases may include, for example, T. reesei glucoamylase, Hypocrea citrina var.
americana glucoamylase, H. vinosa glucoamylase, H. gelatinosa glucoamylase, H. orientalis
15 glucoamylase, T. konilangbra glucoamylase, T. harzianum glucoamylase, T. longibrachiatum glucoamylase, T. asperellum glucoamylase, and T. strictipilis glucoamylase.
[214] Other glucoamylases contemplated for use herein include Talaromyces glucoamylases, in particular derived from T. emersonii (WO 99/28448), T. leycettanus (U.S. Patent No. RE
32,153), T. duponti, or T. thermophilus (U.S. Patent No. 4,587,215). Contemplated bacterial
2 o glucoamylases include glucoamylases from the genus Clostridium, in particular C.
thermoamylolyticum (EP 135138) and C. thermohydrosulfuricum (WO 86/01831).
[215] Suitable glucoamylases include the glucoamylases derived from Aspergillus oryzae, such as a glucoamylase having about 50%, about 55%, about 60%, about 65%, about 70%, about 75%, about 80%, about 85%, or even about 90% identity to the amino acid sequence disclosed in
25 WO 00/04136. Suitable glucoamylases may also include the glucoamylases derived from T. reesei, such as a glucoamylase having about 50%, about 55%, about 60%, about 65%, about 70%, about 75%, about 80%, about 85%, or even about 90% identity to the amino acid sequence disclosed in WO 08/045489 (Danisco US Inc., Genencor Division). T. reesei glucoamylase variants with altered properties, such as those disclosed in WO 08/045489 and US
30 2009/0275080, filed Nov. 20, 2008 (Danisco US Inc., Genencor Division), may be particularly useful.
[216] Also suitable are commercial glucoamylases, such as Spirizyme® Fuel, Spirizyme® Plus, and Spirizyme® Ultra (Novozymes A/S, Denmark), G-ZYME® 480, G-ZYME® 480 Ethanol, GC 147, DISTILLASE®, and FERMENZYME® (Danisco US Inc., Genencor
Division). Glucoamylases may be added in an amount of about 0.02-2.0 GAU/g ds or about 0.1- 1.0 GAU/g ds, e.g., about 0.2 GAU/g ds.
V.9.3. Pectinases
[217] Pectinases, or pectic enzymes include several different enzymes, for example pectolyase, pectozyme, pectinesterase, and polygalacturonase. Protopectinases can also be considered as pectinases for purposes herein. EC classes that include pectinases are at least EC 3.1.1.11 (pectin methyl esterase), 3.2.1.15 (polygalacturonase), 3.2.1.67 (exopolygalacturonase), 3.2.1.82 (exo-poly-a-galacturonosidase), 4.2.2.2 (pectic lyase), 4.2.2.9 (pectate disaccharide-lyase), 4.2.2.6 (oligogalacturonide lyase), and 4.2.2.10 (pectin lyase). Any of the foregoing alone or in any combination thereof may be used in accordance with the improved saccharification processes provided herein.
[218] Commercial sources of pectinase enzymes include PANZYM (C.H. Boehringer Sohn (Ingelheim, West Germany)), ULTRAZYME (Ciba-Geigy, A.G. (Basel, Switzerland)),
PECTOLASE (Grinsteelvaeket (Aarthus, Denmark)), SCLASE (Kikkoman Shoyu, Co. (Tokyo, Japan)), PECTINEX (Schweizerische Ferment, A.G. (Basel, Switzerland)), RAPID ASE (Societe Rapidase, S.A. (Seclin, France)), KLERZYME (Clarizyme Wallerstein, Co. (Des Plaines, USA)), PECTINOL/ROHAMENT (Rohm, GmbH (Darmstadt, West Germany)), and
PECTINASE (Biocon Pvt Ltd (Bangalore, India))
V.9.4. Phytases
[219] Phytases are useful for the present disclosure as they are capable of hydrolyzing phytic acid under the defined conditions of the incubation and liquefaction steps. In some
embodiments, the phytase is capable of liberating at least one inorganic phosphate from an inositol hexaphosphate (phytic acid). Phytases can be grouped according to their preference for a specific position of the phosphate ester group on the phytate molecule at which hydrolysis is initiated (e.g., as 3-phytases (EC 3.1.3.8) or as 6-phytases (EC 3.1.3.26)). A typical example of phytase is myo-inositol-hexakiphosphate-3-phosphohydrolase.
[220] Phytases can be obtained from microorganisms such as fungal and/or bacterial organisms. Some of these microorganisms include e.g. Aspergillus (e.g., A. niger, A. terreus, A. ficum, and A. fumigatus), Myceliophthora (M. thermophila), Talaromyces (T. thermophilus), Trichoderma spp (T. reesei), and Thermomyces (WO 99/49740). Phytases are also available from Penicillium species, e.g., P. hordei (ATCC No. 22053), P. piceum (ATCC No. 10519), or P. brevi-compactum (ATCC No. 48944). See, e.g., U.S. Patent No. 6,475,762. In addition,
phytases are available from Bacillus (e.g., B. subtilis, Pseudomonas, Peniophora, E. coli, Citrobacter, Enterobacter, and Buttiauxella (see WO2006/043178)).
[221] Commercial phytases are available such as NATUPHOS (BASF), RONOZYME P (Novozymes A/S), PHZYME (Danisco A/S, Diversa), and FINASE (AB Enzymes). The Maxaliq™ ONE (Danisco US Inc., Genencor Division) blend contains a thermostable phytase that is capable of efficiently reducing viscosity of the liquefact and breaking down phytic acid. The method for determining microbial phytase activity and the definition of a phytase unit has been published by Engelen et al. (1994) J. ofAOAC Int., 77: 760-764. The phytase may be a wild-type phytase, a variant, or a fragment thereof.
[222] In one embodiment, the phytase is one derived from the bacterium Buttiauxiella spp.
The Buttiauxiella spp. includes B. agrestis, B. brennerae, B. ferragutiase, B. gaviniae, B. izardii, B. noackiae, and B. warmboldiae. Strains of Buttiauxella species are available from DSMZ, the German National Resource Center for Biological Material (Inhoffenstrabe 7B, 38124
Braunschweig, Germany). Buttiauxella sp. strain Pl-29 deposited under accession number NCEVIB 41248 is an example of a particularly useful strain from which a phytase may be obtained and used according to the present disclosure. In some embodiments, the phytase is BP- wild-type, a variant thereof (such as BP-11) disclosed in WO 06/043178, or a variant as disclosed in US 2008/0220498. For example, a BP- wild-type and variants thereof are disclosed in Table 1 of WO 06/043178.
V.9.5. Beta-Amylases, Debraching Enzymes, and Others
[223] In another aspect, the use of a beta-amylase is also contemplated. Beta-amylases (EC 3.2.1.2) are exo-acting maltogenic amylases, which catalyze the hydrolysis of 1,4-a-glucosidic linkages in amylose, amylopectin, and related glucose polymers, thereby releasing maltose. Beta-amylases have been isolated from various plants and microorganisms (Fogarty et al.,
Progress in Industrial Microbiology, Vol. 15, pp. 112-115, 1979). These beta-amylases are characterized by having optimum temperatures in the range from about 40°C to about 65°C, and optimum pH in the range from about 4.5 to about 7.0. Contemplated β-amylases include, but are not limited to, beta-amylases from barley Spezyme® BBA 1500, Spezyme® DBA, Optimalt™ ME, Optimalt™ BBA (Danisco US Inc., Genencor Division); and Novozym™ WBA
(Novozymes A/S).
[224] Another enzyme that can optionally be added is a debranching enzyme, such as an isoamylase (EC 3.2.1.68) or a pullulanase (EC 3.2.1.41). Isoamylase hydrolyses a-l,6-D- glucosidic branch linkages in amylopectin and β-limit dextrins and can be distinguished from
pullulanases by the inability of isoamylase to attack pullulan and by the limited action of isoamylase on a-limit dextrins. Debranching enzymes may be added in effective amounts well known to the person skilled in the art.
5 VI. Use of Hemicellulase in the Production of Ethanol from Grain-Based Feedstock
[225] The complexity of multi-enzyme blends/compositions comprising all the requisite cellulase and hemicellulase activities make these enzyme compositions difficult to produce at low cost. As a result, existing commercial products that are such multi-enzyme
blends/compositions remain very expensive, at least relative to the costs of enzymes used in o traditional grain ethanol industry such as alpha amylases and/or glucoamylases .
[226] On the other hand, while there is more hemicellulose than cellulose in grain-based feedstock, those components, even combined, constitutes a relatively small percent dry weight of the grain-based feedstock, especially when compared to that of the starch. Thus, and as has been observed, adding small amounts of certain commercial cellulases to the saccharification mixture5 increases the ethanol yield without significantly adding to the cost of enzymes used in the
process, making this practice a worthwhile tradeoff commercially.
[227] The study of cellulosic conversion has informed that cellose breaks down more efficiently in the presence of both hemicellulases and cellulases, as compared to when there is only cellulase present. Accordingly it was reasonably extrapolated that, at the same total protein o dose, adding a hemicellulase/cellulase blend may potentially achieve better and more effective breakdown of the fibrous materials, therefore releasing the entrapped starch, making it available for saccharification and fermentation, and also potentially releasing soluble monomeric and small oligomeric cellulosic and hemicellulosic sugars that can be fermented. At the very least, if the same amount of cellulases is included in the saccharification mixture, any addition of 5 hemicellulases would provide a boost in cellulose breakdown, releasing more entrapped or
bound starch.
[228] In practice however, it was noted that hemicellulases when added to the saccharification mixture at a level below certain threshold, the downstream pressure buildup and viscosity increases in the post-distillation mixture and thin stillage threatens the integrity of the process to 0 such an extent the small increases in ultimate ethanol yields, if there is any, cannot justify the cost of even introducing the hemicellulases to the process at all. Thus, the added hemicellulases at the levels below threshold might have in fact provides a synergistic boost in breaking the fibrous cellulosic materials that entrap or bind starch, thereby releasing the starch for
saccharification and fermentation, but that synergistic improvement will likely be lost and will
unlikely lead to a successful increase in ethanol yield, contrary to what may have been reasonably projected.
[229] The solution to the problematic increase in downstream pressure in the system is not resolved by reducing the dose of hemicellulases in the saccharification mixture even though at below the threshold level, the more hemicellulases are present in the saccharification mixture, the more viscose the thin stillage and the faster the viscosity and pressure buildup. Surprisingly the solution is to increase hemicellulase dosing to a level that is above a certain threshold, for example, to at least about 0.1 mg/g DS, for example, at least about 0.2 mg/g, at least about 0.5 mg/g, at least about 0.7 mg/g, at least about 1.0 mg/g, at least about 1.2 mg/g, at least about 1.5 mg/g, or even at least about 2.0 mg/g DS. Therefore provided herewith is a method of using hemicellulases, optionally together with cellulases, during the saccharification step, optionally in an SSF step, to increase the overall yield of ethanol from a grain-based feedstock, e.g., corn kernel, without increasing the viscosity of the post-distillation mixture and/or of the thin stillage.
[230] Preferably the amount of hemicellulases in the saccharification mixture is about 0.1 mg/g DS to about 2.5 mg/g DS, for example, about 0.3 mg/g DS to about 2.2 mg/g DS, or about 0.5 mg/g DS to about 1.5 mg/g DS.
VII. Improved Saccharification Methods
[231] Following liquefaction, the mash or liquefact is further hydrolyzed through
saccharification to produce low molecular weight soluble "fermentable" sugars (DPI, DP2), which can be readily fermented by a suitable ethanologen or fermenting microorganism. In some embodiments, a pre- saccharification step of 1-4 hours may be included between the liquefaction step and the saccharification step. During saccharification, the hydrolysis is generally accomplished enzymatically by the presence of a glucoamylase. In many typical embodiments, an alpha glucosidase and/or an acid alpha-amylase may also be included in the saccharification step. In certain embodiments, cellulases are added to the saccharification along with the glucoamylase to help boost the ethanol yield.
[232] In the improved saccharification method provided herein, hemicellulases are further added to the saccharification mixture. Accordingly the saccharification step is conducted in the presence of glucoamylase, optionally an alpha glucosidase and/or an acid alpha-amylase, a cellulase and/or a cellulase mixture as well as a hemicellulase or hemicellulase mixture.
[233] In one aspect, improved methods of saccharifying a starch-containing substrate, such as a cereal grain or other starchy crop are provided. The methods are useful for preparing a fermentation feedstock. The methods comprise identifying a liquefied starch slurry (liquefact)
that contains at least some lignocellulosic materials; contacting the liquefact with a
glucoamylase, a cellulase and a hemicellulase under conditions sufficient for enzyme activity; an allowing time for the enzymatically catalyzed saccharification to occur. A fermentation feedstock is thus produced by the method and is useful for fermentation to produce a
5 fermentation product (e.g., an industrial chemical, a pharmaceutical, an ethanol or other biofuel) Such a fermentation feedstock produces a higher level of an intended fermentation product as compared to one produced from a comparable liquefact saccharified with an enzyme mixture comprising less or no hemicellulase.
[234] In one embodiment, the enzyme activity, particularly the activity of the hemicellulase is o sufficient to at least: (a) increase concentration of at least one fermentable sugar in the
fermentation feedstock; (b) release at least one starch chain bound to or trapped by the lignocelluloses fibrous materials in the starch-containing substrate; or (c) to achieve sufficient hydrolysis of the hemicellulosic portion of the lignocellulosic material such that there is no detectable level of viscosity or thickness increase in the thin stillage or increased pressure post5 distillation. Experiments can be conducted wherein any of (a), (b) or (c) above may be
measured relative to a control liquefact not contacted with or treated with hemicellulase or at a lower level of hemicellulase in the saccharification step.
VIII. The Ethanologens
o [235] The microorganism used in fermentations will depend on the desired end product.
Typically, if ethanol is the desired end product, yeast will be used as the fermenting organism.
[236] The term "fermenting microorganism," as used herein, refers to any microorganism suitable for use in a desired fermentation process. Suitable fermenting microorganisms according to the instant disclosure are able to ferment, i.e., convert, sugars, such as, for example, 5 glucose, xylose, arabinose, mannose, galactose, or oligosaccharides, directly or indirectly into the desired fermentation product.
[237] Examples of suitable fermenting microorganisms include, without limitation, fungal organisms, such as yeast. Specifically, a suitable yeast can be selected from strains of the Saccharomyces spp., and in particular, Saccharomyces cerevisiae. Various types of yeast are 0 commercially available, among which, for example, ETHANOL RED™ yeast (available from
Fermentis/Lesaffre, USA), FALI (available from Fleischmann's Yeast, USA), SUPERSTART™ and THERMOS ACC® fresh yeast (available from Ethanol Technology, WI, USA), BIOFERM AFT and XR (available from NABC— North American Bioproducts Corporation, GA, USA),
GERT STRAND (available from Gert Strand AB, Sweden), or FERMIOL (available from DSM Specialties) can be employed in performing the methods of the invention described herein.
[238] In some embodiments, the ethanol-producing microorganism is a yeast, and specifically Saccharomyces, such as strains of S. cerevisiae (U.S. Patent No. 4,316,956). In other aspects, the yeast is a Saccharomyces distaticus or a Saccharomyces uvarum. In yet other aspects, the yeast is a Kluyveromyces. Non-limiting examples of Kluvermoyces include Kluyveromyces marxianus or Kluyveromyces fragilis. In yet other aspects, the yeast is a Candida. Non-limiting examples of Candida include Candida pseudotropicalis and Candida brassicae. In yet other aspects, the yeast is a Clavispora. Non-limiting examples of Clavispora include Clavispora lusitaniae and Clavispora opuntiae. In another aspect, the yeast is a Pachysolen, e.g., a
Pachysolen tannophilus. In another aspect, the yeast is a Bretannomyces, e.g., a Bretannomyces clausenii. Yeast fermentation has been described in the literature. See, e.g., Philippidis, (1996) Cellulose bioconversion technology, in Handbook on Bioethanol: Production and Utilization (Wyman, ed., Taylor & Francis, Washington, D.C., 179-212).
[239] The amount of starter yeast employed in the methods is an amount effective to produce a commercially significant amount of ethanol in a suitable amount of time, (e.g. to produce at least 10% ethanol from a substrate having between 25-40% DS in less than 72 hours). Yeast cells can be supplied in amounts of about 104 to 1012, and typically from about 107 to 1010 viable yeast count per ml of fermentation broth. The fermentation will include in addition to a fermenting microorganisms (e.g., yeast), nutrients, optionally additional enzymes, including but not limited to phytases. The use of yeast in fermentation is well known. See, e.g., THE ALCOHOL
TEXTBOOK, K.A. JACQUES ET AL., EDS. 2003, NOTTINGHAM UNIVERSITY PRESS, UK.
[240] Bacteria that can efficiently ferment glucose to ethanol include, for example, Zymomonas mobilis and Clostridium thermocellum (see, e,g., Philippidis, (1996) supra). Alternatively the ethanologen can be one that has genetically manipulated by pathway engineering to introduce an added capability to metabolize, ferment and convert to ethanol also xylose and/or even arabinose in addition to the traditional C6 glucose sugars. See, e.g., Byoungjin Kim et al., (2012) Combinatorial Design of a Highly Efficient Xylose Utilizing Pathway for Cellulosic Biofuels Production in Saccharomyces cerevisiae, Applied and Environmental Microbiology, doi: 10.1128/ AEM.
02736-12, November 2012; Barbel Hahn-Hdgerdal, et al., (2010) Journal of Biotechnology,
150: Suppl. l (S10); Lawford UG & Rousseau JO, (2002) App. Biochem. Biotechnol. 98- 100:429-48 (2002).
[241] The cloning of heterologous genes in a Saccharomyces cerevisiae (see, e.g., Chen and Ho, (1993), Appl. Biochem. Biotechnol. 39-40: 135-147; Ho et al, (1998) Appl. Environ.
Microbiol. 64: 1852-1859), or in a bacterium such as an Escherichia coli (see, e.g., Beall et al., (1991) Biotech. Bioeng. 38: 296-303), a Klebsiella oxytoca (see, e.g., Ingram, et al, (1998) Biotechnol. Bioeng. 58:204-214), or a Zymomonas mobilis (see, e.g., Zhang et al., (1995) Science 267:240-243; Deanda et al, (1996) Appl. Environ. Microbiol. 62:4465-4470), has led to the construction of organisms capable of converting hexoses and pentoses to ethanol
(cofermentation). Such microorganisms can advantageously be used in the methods of the present disclosure.
[242] In certain embodiments, the fermenting microorganism is a Zymomonas mobilis with improved tolerance for acetate (see, e.g., U.S. Patent Publication US 2009/0221078).
[243] In certain embodiments, the fermenting microorganism is a Zymomonas mobilis with improved utilization of xylose (see, e.g.,, U.S. Patent Publication US 2009/0246846).
[244] In certain embodiment, the fermenting microorganism is a Zymomonas mobilis with the ability to ferment pentoses into ethanol (see, e.g., U.S. Patent Publication US 2003/0162271).
[245] The improved method as described herein may result in an improved ethanol yield. The improved ethanol yield is about 0.1 to about 1.0% greater than that of an ethanol production process not featuring the glucoamylase and the added hemicellulase. The ethanol yield may be expressed as "gal UD/bushel corn," reflecting gallon of undenatured ethanol produced per bushel corn. Modern technologies typically allow for an ethanol yield in the range of about 2.5 to about 2.8 gal UD/bushel corn. See Bothast & Schlicher, (2005) Appl. Microbiol. Biotechnol., 67: 19- 25. The improved ethanol production efficiency may attribute to more efficient starch utilization in the starch processing as described herein. At the end of ethanol production, the residual starch present in 100 gram of grain by-products is at least about 10%, about 20%, or about 30% lower than that of an ethanol production process having starch liquefied at a temperature of about 85°C and at a alpha- amylase dosage required to reach a DE value of at least about 10 within 90 minutes.
[246] In further embodiments, by use of appropriate fermenting microorganisms as known in the art, the fermentation end product may include without limitation glycerol, 1,3-propanediol, gluconate, 2-keto-D-gluconate, 2,5-diketo-D-gluconate, 2-keto-L-gulonic acid, succinic acid, lactic acid, amino acids and derivatives thereof. More specifically, when lactic acid is the desired end product, a Lactobacillus sp. (L. casei) may be used; when glycerol or 1,3- propanediol are the desired end products, E. coli may be used; and when 2-keto-D-gluconate, 2,5-diketo-D-gluconate, and 2-keto-L-gulonic acid are the desired end products, Pantoea citrea may be used as the fermenting microorganism. The above enumerated list are only examples
and one skilled in the art will be aware of a number of fermenting microorganisms that may be appropriately used to obtain a desired end product.
[247] A suitable variation on the standard batch system is the "fed-batch fermentation" system. In this variation of a typical batch system, the substrate is added in increments as the
fermentation progresses. Fed-batch systems are useful when catabolite repression likely inhibits the metabolism of the cells and where it is desirable to have limited amounts of substrate in the medium. Measurement of the actual substrate concentration in fed-batch systems is difficult and is therefore estimated on the basis of the changes of measurable factors, such as pH, dissolved oxygen and the partial pressure of waste gases, such as C02. Batch and fed-batch fermentations are common and well known in the art.
[248] Continuous fermentation is an open system where a defined fermentation medium is added continuously to a bioreactor, and an equal amount of conditioned medium is removed simultaneously for processing. Continuous fermentation generally maintains the cultures at a constant high density, where cells are primarily in log phase growth. Continuous fermentation allows for the modulation of one or more factors that affect cell growth and/or product concentration. For example, in one embodiment, a limiting nutrient, such as the carbon source or nitrogen source, is maintained at a fixed rate and all other parameters are allowed to moderate. In other systems, a number of factors affecting growth can be altered continuously while the cell concentration, measured by media turbidity, is kept constant. Continuous systems strive to maintain steady state growth conditions. Thus, cell loss due to medium being removed should be balanced against the cell growth rate in the fermentation. Methods of modulating nutrients and growth factors for continuous fermentation processes, as well as techniques for maximizing the rate of product formation, are well known in the art of industrial microbiology.
[249] Optionally, following fermentation, ethanol may be extracted by, for example, distillation and optionally followed by one or more process steps. In some embodiments, the yield of ethanol produced by the present methods will be at least about 8%, at least about 10%, at least about 12%, at least about 14%, at least about 15%, at least about 16%, at least about 17%, at least about 18%, and at least about 23% v/v. The ethanol obtained according to the process of the present disclosure may be used as, for example, fuel ethanol, drinking ethanol, i.e., potable neutral spirits, or industrial ethanol.
[250] Grain by-products from the fermentation typically are used for animal feed in either a liquid form or a dried form. If the starch is wet milled, non-starch by-products include crude protein, oil, and fiber, e.g., corn gluten meal. If the starch is dry-milled, the by-products may include animal feed co-products, such as distillers' dried grains (DDG) and distillers' dried grain
plus solubles (DDGS). When the grain is dry milled and mixed in a slurry before liquefaction and saccharification, however, no grain is left as a by-product.
IX Fermentation Media
[251] In some aspects, the SSF reactions or methods of the disclosure are performed in a fermentation medium or a complete fermentation medium. The term "fermentation medium," as used herein, refers to a medium before all of the components necessary for the SSF reaction to take place are present. A fermentation medium can thus be, for example, a medium resulting from a partial saccharification process. A fermentation medium can, in other embodiments, be a medium containing all the components necessary for the SSF reaction to take place. In that case, the fermentation medium is also termed "a complete fermentation medium." Moreover, a fermentation medium can, in yet other embodiments, be a medium wherein an SSF reaction is in progress or under way, and as such may contain certain products of saccharification.
[252] A complete fermentation medium includes enzymes capable of hydrolyzing
carbohydrate-based cellulosic or other substrates, a fermenting organism, and a suitable grain- based substrate (e.g. , as described herein). Over the course of culturing the complete
fermentation medium, fermentable sugars are formed through enzymatic hydrolysis, which are in turn metabolized by the fermenting organism to produce a fermentation product. X. Simultaneous Saccharification and Fermentation Processes
[253] In certain aspects, an SSF reaction of the present disclosure is performed at a temperature of between 25 °C and 50 °C. For example, the SSF reaction takes place at a temperature of 25 °C or above, 28 °C or above, 30 °C or above, 32 °C or above, 35 °C or above, or 38 °C or above. For example, the SSF reaction takes place at a temperature of 50 °C or below, 45 °C or below, 40 °C or below, 38 °C or below, 35 °C or below, or 30 °C or below. For example, the SSF reaction takes place in a temperature range of from 28 °C to 45 °C, such as from 30 °C to 40 °C, from 32 °C to 38 °C. In an exemplary embodiment, the SSF reaction is carried out at a temperature of from 32 °C to 35 °C. In another embodiment, the SSF reaction is carried out at a temperature of about 32 °C. The temperature at which the SSF reaction is carried out can, for example, be adjusted up or down during the reaction.
[254] In SSF, the enzymatic hydrolysis of cellulose and the fermentation of glucose to ethanol are combined in one step (see, e.g., Philippidis, 1996, Cellulose bioconversion technology, Handbook on Bioethanol: Production and Utilization, Wyman, ed., Taylor & Francis,
Washington, D.C., pp. 179-212).
[255] SSF processes are usually carried out as batch fermentation processes, wherein the fermentation is conducted from start to finish in a single tank. Alternatively, SSF processes can be carried out as continuous fermentation processes which are steady-state fermentation systems that operate without interruption, and wherein each stage of the fermentation occurs in a separate section of a given fermentation system, and flow rates are set to correspond to required residence times. In other words, the individual steps in a fermentation process of the disclosure can be performed batch-wise or continuously. Processes where all steps are performed batch-wise, or processes where all steps are performed continuously, or processes where one or more steps are performed batch-wise and one or more steps are performed continuously are contemplated herein.
[256] In certain embodiments, a fed-batch SSF process may be desirable. A fed-batch process entails a batch phase and a feeding phase. The culture medium of the batch phase and the culture medium added during the feeding phase are chemically defined, and the culture medium of the feeding phase is added, at least for a fraction of the feeding phase, at a feeding rate that follows a pre-defined exponential function, thereby maintaining the specific growth rate at a pre-defined value.
[257] An SSF reaction of the present disclosure can suitably proceed for a period of 6 hours to 180 hours. For example, an SSF reaction of the disclosure can proceed for 12 hours tol68 hours, 24 hours to 180 hours, 36 hours to 120 hours, 48 hours to 180 hours, 72 hours to 168 hours, 100 hours to 180 hours, etc.
[258] The SSF fermentation processes of the disclosure include, without limitation, fermentation processes used to produce fermentation products including alcohols (e.g., ethanol, methanol, butanol, 1,3-propanediol); organic acids (e.g., citric acid, acetic acid, itaconic acid, lactic acid, gluconic acid, gluconate, lactic acid, succinic acid, 2,5 diketo-D-gluconic acid); ketones (e.g., acetone); amino acids (e.g., glutamic acid); gases (e.g., H2 and C02), and more complex compounds, including, for example, antibiotics (e.g., penicillin and tetracycline);
enzymes; vitamins (e.g., riboflavin, B12, β-carotene); hormones, and other compounds.
[259] In certain aspects, the present disclosure provides a set of SSF conditions that are specifically suitable for use with a recombinant fermenting bacteria such as a Zymonmonas (i.e., also termed "recombiant Zymomonas SSF conditions" herein). For example, these conditions include carrying out the SSF flask runs anaerobically under suitable recombinant Zymomonas mobilis, and carrying out the reaction at about 33 °C, pH 5.8, and about 10 wt.% to 25 wt.% solids loading, dependent upon the particular substrates. These conditions also include, for example, commencing the fermentation by the addition of 10% of a suitable Zymomonas mobilis
strain, for example, strains ZW705 (recombinant) or ZW1 (wild-type) inoculum (5 g), into the reaction mixture without any additional nutrients.
[260] In certain aspects, the present disclosure provides a set of SSF conditions that are specifically suitable for use with a fermenting microorganism that is a fungus, for example, a S. cerevisiae yeast {i.e., also termed "yeast SSF conditions" herein). For example, these conditions include carrying out the reaction with a suitable yeast strain, for example the THERMOSACC® DRY yeast, at 38 °C and pH 5.0, inoculation at 0.1 wt without any additional nutrients, carrying out the SSF runs anaerobically by, for example C02 outgassing, using a reaction mixture comprising the liquefact, water, saccharification enzyme(s) and the yeast strain, as well as agitating the reaction vessel at an appropriate speed, for example, at 100 RPM, for a suitable period of time, for example, from 12 hours to 180 hours, such as 24 hours to 168 hours, 48 hours to 180 hours, 72 hours to 168 hours, 96 hours to 180 hours, etc.
XL Recovery of SSF Products
[261] The fermentation product can be any substance that is produced by the fermenting organism. In a specific aspect, the substance is an alcohol. It will be understood that the term "alcohol" encompasses a substance that contains one or more hydroxyl moieties. In a specific aspect, the alcohol is arabinitol. In another aspect, the alcohol is butanol. In another aspect, the alcohol is ethanol. In another aspect, the alcohol is glycerol. In another aspect, the alcohol is methanol. In another aspect, the alcohol is 1,3-propanediol. In yet another aspect, the alcohol is sorbitol. In another more aspect, the alcohol is xylitol. See, e.g., Gong et ah, (1999) Ethanol production from renewable resources, in Advances in Biochemical Engineering/Biotechnology, Scheper, ed., Springer- Verlag Berlin Heidelberg, Germany, 65: 207-241; Silveira and Jonas (2002) Appl. Microbiol. Biotechnol. 59: 400-408; Nigam, and Singh, (1995) Process Biochem. 30 (2): 117-124; Ezeji et al, (2003) World J. Microbiol. Biotechnol. 19 (6): 595-603.
[262] Distillation can be performed on the fermentation broth from the fermentation step to recover the fermentation products such as, for example, ethanol. The fermentation and distillation steps can be carried out simultaneously or separately/sequentially. In some aspects, after distillation, two products are recovered: an alcohol, such as, for example, ethanol, and a fermentation rest or residual product (whole stillage). The alcohol, being an azeotropic mixture with water, is further purified in the separation step by a standard process such as, for example, molecular sieving. For example, ethanol with a purity of up to about 96 vol.% can be obtained, which can be used as, for example, fuel ethanol, drinking ethanol, i.e., potable neutral spirits, or industrial ethanol.
[263] For other substances or fermentation products, any method known in the art can be used for recovery, including, but not limited to, chromatography (e.g. , ion exchange, affinity, hydrophobic, chromatofocusing, and size exclusion), electrophoretic procedures (e.g. , preparative isoelectric focusing), differential solubility (e.g. , ammonium sulfate precipitation), SDS-PAGE, distillation, or extraction.
[264] These and other aspects and embodiments of the present methods and variant cells will be apparent to the skilled person in view of the foregoing description and appended examples.
EXAMPLES
Example 1. Ethanol production in Samples with added Hemicellulases
5 A. Preparation of corn mash.
[265] A corn-based starch slurry (liquefact) was generated under industry standard conditions. Ground corns were slurried to obtain about 32% dry solid (DS), and the slurry pH was adjusted to about pH 5.8, and an alpha amylase (e.g., Spezyme® XTRA, Danisco US Inc) suitable for use at this pH was dosed at about 2 AAU/g DS. The slurry was then jet cooked at 107°C. The mash o liquefact was held at about 85°C for about 90 minutes with an additional 2.0 AAU/g DS of alpha amylase added. The final dry solids level of the mash was about 23°C.
[266] Alternatively the corn-based starch slurry can be generated with a single enzyme dosing of 4 AAU/g DS of alpha amylase (e.g., Spezyme® XTRA, Danisco US Inc.) prior to jet cooking at the same temperature and pH as above.
5
B. Saccharification and Fermentation.
[267] Four fermentations of a corn mash prepared in accordance with the above were carried out in a simultaneous process with saccharification, first through a 72-hour SSF with 0.4 mg/g DS of Distillase SSF (Danisco US) and 0.1% Theraiosacc dry yeast, in 400 ppm Urea, at pH 4.8, o 34°C, and 100 RPM. After the 72-hour SSF, the SSF product mixtures were subject to a 0.75- hour thermal kill (e.g., boiling water bath at approximately 100°C), followed by a minor adjustment step to bring the volume of the liquefact back to the original volume by replenishing the water and other mass loss and restore the pH level using a 0.1 M sodium citrate buffer.
[268] The saccharification step was continued for another 96 hours but no further addition of 5 yeast in order to allow the build up of glucose, this time with adding no moreglucoamylase
(Distillase SSF, Danisco US Inc.) in the control sample, and adding 2.16 mg/g DS of Distillase SSF in the 2.16 DSSF sample. Furthermore, in separate samples each containing 0.4 mg/g DS of Distillase SSF, 0 mg/g of Accellerase ® TRIO®, about 1/3 of its total proteins are
hemicellulases (TRIO control), 0.36 mg/g DS, and 2.16 mg/g DS were dosed. Incubation was 0 carried out at pH 4.46-4.5, at 34°C, for about 96 hours, with gentle agitation at about 100 RPM.
[269] A Brookfield DV-E viscometer, set at Vane #73, half vane, code 79, was used to measure the viscosity of syrup at 34°C.
[270] Large increase in syrup viscosity as observed when Accellerase ® TRIO™ was dosed at 0.36 mg/g DS, but not with the DSSF sample, or with the TRIO 2.16 mg/g DS sample. This
observation corresponded to and was consistent with the reports of dramatically increased viscosity of the thin stillage and syrup in a number of corn ethanol plants when Accellerase® TRIO™ was dosed at 0.36 mg/g DS for the SSF step.
[271] The amount of fermentable sugars, glycerol and ethanol produced at different time points 5 throughout the SSF process were determined using HPLC (Waters) and an Aminex HPX-87H column. The results of the SSF experiments are shown in Figures 2A-20. As can be seen from Figures 2A-20, the addition of TRIO at a comparable level as Distillase SSF resulted in an about 1% increase in ethanol yield, an about 2% increase in glycerol yield, and comparable levels of glucose and xylose yields. The addition of Accellerase® TRIO™ at 0.36 mg/g DS o dosing however, resulted in a loss of about 2% of ethanol yield, and about 3% of glycerol yield.
[272] All samples had comparable C02 production and evaporation rates.
[273] Although the foregoing compositions and methods have been described in some detail by5 way of illustration and examples for purposes of clarity of understanding, it will be apparent to those skilled in the art that certain changes and modifications may be made. Therefore, the description should not be construed as limiting the scope of the invention, which is delineated by the appended claims.
[274] All publications, patents, and patent applications cited herein are hereby incorporated by o reference in their entireties for all purposes and to the same extent as if each individual
publication, patent, or patent application were specifically and individually indicated to be so incorporated by reference.
Claims
What is claimed is: 1. A composition comprising a liquefied starch slurry, a glucoamylase, and one or more hemicellulases.
2. The composition of claim 1 wherein the one or more hemicellulases are present in an amount of between about 0.1 kg/metric ton and about 2.5 kg/metric ton of dry solids.
3. The composition of claim 1 or 2, wherein the starch is from corn, wheat, barley, sorghum, rye, potatoes, or any combinations thereof.
4. The composition of claim 3, wherein the starch is from corn.
5. The composition of any one of claims 1-4, further comprising one or more of
enzymes selected from the group consisting of: a de-branching enzyme, a pectinase, a beta-amylase, an alpha amylase, and a phytase.
6. The composition of any one of claims 1-5, further comprising one or more of
enzymes selected from the group consisting of a cellulase.
7. The composition of claim 6, wherein the cellulase is selected from a
cellobiohydrolase, an endoglucanase, or a beta-glucosidase.
8. The composition of any one of claims 1-7, wherein the one or more hemicellulases are selected from a xylanase, a beta-xylosidase, or an L-alpha arabinofuranosidase.
9. The composition of claim 8, wherein at least two different hemicellulases are
present.
10. The composition of claim 8, wherein at least three different hemicellulases are present.
11. The composition of claim 1, wherein the hemicellulase is present in an amount of between 0.1 kg/metric ton and about 2.5 kg/metric ton of dry solids.
12. A method of saccharifying a starch-containing substrate to prepare a fermentation feedstock comprising:
(a) contacting a liquefied starch slurry that contains at least some cellulose and hemicellulose materials, with an enzyme mixture composition comprising a glucoamylase and one or more hemicellulases to form a substrate-enzyme mixture; and
(b) incubating the substrate-enzyme mixture for a period of time, under an incubation condition suitable for enzyme activity, to allow enzymatic reactions to occur, thereby producing a fermentation feedstock.
The method of claim 12, wherein the period of incubation time occur is one that is sufficient to allow (a) increase concentration of at least one fermentable sugar in the fermentation feedstock; (b) release at least one starch chain bound to or trapped by the lignocellulosic material; or (c) to hydrolyze some portion of the hemicellulosic material; wherein (a), (b) or (c) is measured compared to a control liquefied starch slurry not contacted with the one or more hemicelullases. The method of claim 12 or 13, wherein the period of incubation time is between about 6 hours to about 180 hours.
The method of claim 14, wherein the period of incubation time is between about 24 hours to about 165 hours.
The method of any one of claims 12-15, wherein the substrate-enzyme mixture further comprises one or more enzymes selected from an alpha amylase, a beta- amylase, a debraching enzyme, a pectinase, or a phytase.
The method of any one of claims 12-16, wherein the substrate-enzyme mixture further comprises a cellulase selected from an endoglucanase, a
cellobiohydrolase or a beta-glucosidase.
The method of any one of claims 12-17, wherein the one or more hemicellulases are selected from a xylanase, a beta-xylosidase, or an L-alpha arabinofuranosidase. The method of claim 18, wherein the substrate-enzyme mixture comprises two different hemicellulases.
The method of claim 19, wherein the two hemicellulases are a xylanase and an arabinofuranosidase.
The method of claim 19, wherein the two hemicellulases are a xylanase and a beta- xylosidase.
The method of claim 19, wherein the two hemicellulases are a beta-xylosidase and an L-alpha arabinofuranosidase.
The method of claim 19, wherein the substrate-enzyme mixture comprises three different hemicellulases.
The method of claim 23, wherein the substrate enzyme mixture comprises a xylanase, a beta-xylosidase and an L-alpha arabinofuranosidase.
25. The method of any one of claims 12-24, wherein the incubation condition suitable for enzyme activity comprises of pH of about 3.5 to about 8.4, temperature of 30 °C to about 50 °C, and an agitation rate of 80 RPM to about 120 RPM.
26. The method of any one of claims 12-25, wherein the hemicellulases are added at 5 about 0.1 kg/metric ton to about 2.5 kg/metric ton of dry solids in the liquefied starch slurry.
27. The method of claim 26, wherein the hemicellulases are added at about 0.5
kg/metric ton to about 1.2 kg/metric ton of dry solids in the liquefied starch slurry.
0 28. The method of any one of claims 12-27, further comprising fermenting the
fermentation feedstock to produce a fermentation product.
29. The method of claim 28, wherein the fermentation product is ethanol.
30. The method of claim 28, wherein the yield of the fermentation product is higher by about 0.1% to about 5%, as compared to the yield of a process without the
5 presence of the one or more hemicellulases in the substrate-enzyme mixture.
31. The method of claim 30, wherein the yield of the fermentation product is higher than about 0.2% to about 4%, as compared to the yield of a process without the presence of the one or more hemicellulases in the substrate-enzyme mixture.
32. The method of any one of claims 12-31, wherein the amount of glucoamylase is o present in an amount of 0.2 mg/g to 3.0 mg/g DS.
33. The method of any one of claims 12-32, wherein the amount of cellulase is present in an amount of 0.4 mg/g to 2.6 mg/g DS.
34. The method of any one of claims 12-33, wherein the total time for incubation and fermentation steps ranges from 6 hours to 180 hours.
5 35. The method of claim 34, wherein the incubation and fermentation are conducted simultaneously in the same vessel.
36. The method of any one of claims 12-35, wherein the starch is from corn, wheat, barley, sorghum, rye, sweet sorghum, rice, rye, potatoes, or other suitable grains.
37. The method of claim 36, wherein the starch is corn.
0
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2019006448A1 (en) * | 2017-06-30 | 2019-01-03 | Danisco Us Inc | Composition and method for determining the amount of glucose derivable from cellulosic components of feedstock |
WO2021183238A1 (en) * | 2020-03-13 | 2021-09-16 | Montana Microbial Products, LLC | Barley protein production process |
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WO2022214459A1 (en) * | 2021-04-06 | 2022-10-13 | Dsm Ip Assets B.V. | Enzyme composition |
WO2022214457A1 (en) * | 2021-04-06 | 2022-10-13 | Dsm Ip Assets B.V. | Enzyme composition |
US11634461B2 (en) | 2020-03-13 | 2023-04-25 | Montana Microbial Products, LLC | Barley protein production process |
Citations (50)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4316956A (en) | 1980-02-06 | 1982-02-23 | Novo Industri A/S | Fermentation process |
WO1984002921A2 (en) | 1983-01-28 | 1984-08-02 | Cetus Corp | Glucoamylase cdna |
EP0135138A2 (en) | 1983-08-17 | 1985-03-27 | Cpc International Inc. | A novel thermostable glucoamylase and method for its production |
WO1986001831A1 (en) | 1984-09-18 | 1986-03-27 | Michigan Biotechnology Institute | Thermostable starch converting enzymes |
US4587215A (en) | 1984-06-25 | 1986-05-06 | Uop Inc. | Highly thermostable amyloglucosidase |
USRE32153E (en) | 1978-09-01 | 1986-05-20 | Cpc International Inc. | Highly thermostable glucoamylaseand process for its production |
WO1991010732A1 (en) | 1990-01-19 | 1991-07-25 | Novo Nordisk A/S | An enzyme exhibiting cellulase activity |
WO1991017243A1 (en) | 1990-05-09 | 1991-11-14 | Novo Nordisk A/S | A cellulase preparation comprising an endoglucanase enzyme |
WO1991017244A1 (en) | 1990-05-09 | 1991-11-14 | Novo Nordisk A/S | An enzyme capable of degrading cellulose or hemicellulose |
WO1992000381A1 (en) | 1990-06-29 | 1992-01-09 | Novo Nordisk A/S | Enzymatic hydrolysis of starch to glucose, using a genetically engineered enzyme |
US5405769A (en) | 1993-04-08 | 1995-04-11 | National Research Council Of Canada | Construction of thermostable mutants of a low molecular mass xylanase |
WO1995026397A1 (en) | 1994-03-29 | 1995-10-05 | Novo Nordisk A/S | Alkaline bacillus amylase |
US5536655A (en) | 1989-09-26 | 1996-07-16 | Midwest Research Institute | Gene coding for the E1 endoglucanase |
WO1996023874A1 (en) | 1995-02-03 | 1996-08-08 | Novo Nordisk A/S | A method of designing alpha-amylase mutants with predetermined properties |
WO1997041213A1 (en) | 1996-04-30 | 1997-11-06 | Novo Nordisk A/S | α-AMYLASE MUTANTS |
WO1999019467A1 (en) | 1997-10-13 | 1999-04-22 | Novo Nordisk A/S | α-AMYLASE MUTANTS |
WO1999028448A1 (en) | 1997-11-26 | 1999-06-10 | Novo Nordisk A/S | Thermostable glucoamylase |
US5958739A (en) | 1996-06-06 | 1999-09-28 | Genencor International Inc. | Mutant α-amylase |
WO1999049740A1 (en) | 1998-04-01 | 1999-10-07 | Dsm N.V. | Application of phytase in feed having low content of phytate |
US6001639A (en) | 1995-03-17 | 1999-12-14 | Novo Nordisk A/S | Endoglucanases |
WO2000004136A1 (en) | 1998-07-15 | 2000-01-27 | Novozymes A/S | Glucoamylase variants |
US6022725A (en) | 1990-12-10 | 2000-02-08 | Genencor International, Inc. | Cloning and amplification of the β-glucosidase gene of Trichoderma reesei |
US6475762B1 (en) | 1999-08-13 | 2002-11-05 | Genencor International, Inc. | Phytase enzymes nucleic acids encoding phytase enzymes and vectors and host cells incorporating same |
WO2002095014A2 (en) | 2001-05-18 | 2002-11-28 | Novozymes A/S | Polypeptides having cellobiase activity and polynucleotides encoding same |
US20030162271A1 (en) | 2000-05-01 | 2003-08-28 | Min Zhang | Zymomonas pentose-sugar fermenting strains and uses thereof |
WO2004078919A2 (en) | 2003-02-27 | 2004-09-16 | Midwest Research Institute | Superactive cellulase formulation using cellobiohydrolase-1 from penicillium funiculosum |
US6982159B2 (en) | 2001-09-21 | 2006-01-03 | Genencor International, Inc. | Trichoderma β-glucosidase |
US7005289B2 (en) | 2001-12-18 | 2006-02-28 | Genencor International, Inc. | BGL5 β-glucosidase and nucleic acids encoding the same |
WO2006043178A2 (en) | 2004-10-18 | 2006-04-27 | Danisco A/S | Enzymes |
US7045332B2 (en) | 2001-12-18 | 2006-05-16 | Genencor International, Inc. | BGL4 β-glucosidase and nucleic acids encoding the same |
US20060258554A1 (en) | 2002-11-07 | 2006-11-16 | Nigel Dunn-Coleman | Bgl6 beta-glucosidase and nucleic acids encoding the same |
US20070111278A1 (en) | 2003-12-03 | 2007-05-17 | Jinichiro Koga | Endoglucanase stce and cellulase preparation containing the same |
US20070148732A1 (en) | 2005-12-22 | 2007-06-28 | Ab Enzymes Gmbh | Novel enzymes |
US20070213249A1 (en) | 2001-12-18 | 2007-09-13 | Nigel Dunn-Coleman | EGVI endoglucanase and nucleic acids encoding the same |
WO2008045489A2 (en) | 2006-10-10 | 2008-04-17 | Danisco Us, Inc. Genencor Division | Glucoamylase variants with altered properties |
US20080153733A1 (en) | 2000-10-13 | 2008-06-26 | Novozymes A/S | Alpha-Amylase Variant With Altered Properties |
US20080160573A1 (en) | 2004-04-08 | 2008-07-03 | Eugenio Ferrari | Mutant alpha-amylases |
US7413879B2 (en) | 2004-05-27 | 2008-08-19 | Genencor International, Inc. | Trichoderma reesei glucoamylase and homologs thereof |
US20080220498A1 (en) | 2007-03-06 | 2008-09-11 | Cervin Marguerite A | Variant Buttiauxella sp. phytases having altered properties |
US20080220476A1 (en) | 2002-12-17 | 2008-09-11 | Novozymes A/S | Thermostable Alpha-Amylases |
US20090170181A1 (en) | 2001-12-18 | 2009-07-02 | Nigel Dunn-Coleman | EGVII Endoglucanase and Nucleic Acids Encoding The Same |
US20090221078A1 (en) | 2007-10-30 | 2009-09-03 | E.I. Du Pont De Nemours And Company | Zymomonas with improved ethanol production in medium containing concentrated sugars and acetate |
US20090238923A1 (en) | 2007-11-05 | 2009-09-24 | Danisco Us Inc., Genencor Division | Variants of bacillus licheniformis alpha-amylase with increased thermostability and/or decreased calcium dependence |
US20090246846A1 (en) | 2008-03-27 | 2009-10-01 | E. I. Du Pont De Nemours And Company | Zymomonas with improved xylose utilization |
US20090252828A1 (en) | 2007-11-05 | 2009-10-08 | Danisco Us Inc., Genencor Division | Alpha-amylase variants with altered properties |
US20090275080A1 (en) | 2007-11-20 | 2009-11-05 | Danisco Us Inc., Genencor Division | Glucoamylase variants with altered properties |
WO2009148945A1 (en) * | 2008-05-29 | 2009-12-10 | Danisco Us Inc., Genencor Division | Process for alcohol and co-product production from grain sorghum |
US20100276593A1 (en) | 2006-02-27 | 2010-11-04 | Nec Corporation | Infrared sensor manufactured by method suitable for mass production |
WO2012084225A1 (en) * | 2010-12-22 | 2012-06-28 | Direvo Industrial Biotechnology Gmbh | Improving fermentation processes and by-products |
WO2012149275A1 (en) * | 2011-04-29 | 2012-11-01 | Danisco Us Inc. | Use of cellulase and glucoamylase to improve ethanol yields from fermentation |
-
2014
- 2014-10-10 WO PCT/US2014/060099 patent/WO2015057517A1/en active Application Filing
Patent Citations (52)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
USRE32153E (en) | 1978-09-01 | 1986-05-20 | Cpc International Inc. | Highly thermostable glucoamylaseand process for its production |
US4316956A (en) | 1980-02-06 | 1982-02-23 | Novo Industri A/S | Fermentation process |
WO1984002921A2 (en) | 1983-01-28 | 1984-08-02 | Cetus Corp | Glucoamylase cdna |
EP0135138A2 (en) | 1983-08-17 | 1985-03-27 | Cpc International Inc. | A novel thermostable glucoamylase and method for its production |
US4587215A (en) | 1984-06-25 | 1986-05-06 | Uop Inc. | Highly thermostable amyloglucosidase |
WO1986001831A1 (en) | 1984-09-18 | 1986-03-27 | Michigan Biotechnology Institute | Thermostable starch converting enzymes |
US5536655A (en) | 1989-09-26 | 1996-07-16 | Midwest Research Institute | Gene coding for the E1 endoglucanase |
WO1991010732A1 (en) | 1990-01-19 | 1991-07-25 | Novo Nordisk A/S | An enzyme exhibiting cellulase activity |
WO1991017243A1 (en) | 1990-05-09 | 1991-11-14 | Novo Nordisk A/S | A cellulase preparation comprising an endoglucanase enzyme |
WO1991017244A1 (en) | 1990-05-09 | 1991-11-14 | Novo Nordisk A/S | An enzyme capable of degrading cellulose or hemicellulose |
WO1992000381A1 (en) | 1990-06-29 | 1992-01-09 | Novo Nordisk A/S | Enzymatic hydrolysis of starch to glucose, using a genetically engineered enzyme |
US6022725A (en) | 1990-12-10 | 2000-02-08 | Genencor International, Inc. | Cloning and amplification of the β-glucosidase gene of Trichoderma reesei |
US5405769A (en) | 1993-04-08 | 1995-04-11 | National Research Council Of Canada | Construction of thermostable mutants of a low molecular mass xylanase |
WO1995026397A1 (en) | 1994-03-29 | 1995-10-05 | Novo Nordisk A/S | Alkaline bacillus amylase |
WO1996023874A1 (en) | 1995-02-03 | 1996-08-08 | Novo Nordisk A/S | A method of designing alpha-amylase mutants with predetermined properties |
US6001639A (en) | 1995-03-17 | 1999-12-14 | Novo Nordisk A/S | Endoglucanases |
WO1997041213A1 (en) | 1996-04-30 | 1997-11-06 | Novo Nordisk A/S | α-AMYLASE MUTANTS |
US20080083406A1 (en) | 1996-04-30 | 2008-04-10 | Novozymes A/S | Alpha-Amylase Mutants |
US5958739A (en) | 1996-06-06 | 1999-09-28 | Genencor International Inc. | Mutant α-amylase |
WO1999019467A1 (en) | 1997-10-13 | 1999-04-22 | Novo Nordisk A/S | α-AMYLASE MUTANTS |
WO1999028448A1 (en) | 1997-11-26 | 1999-06-10 | Novo Nordisk A/S | Thermostable glucoamylase |
WO1999049740A1 (en) | 1998-04-01 | 1999-10-07 | Dsm N.V. | Application of phytase in feed having low content of phytate |
WO2000004136A1 (en) | 1998-07-15 | 2000-01-27 | Novozymes A/S | Glucoamylase variants |
US6475762B1 (en) | 1999-08-13 | 2002-11-05 | Genencor International, Inc. | Phytase enzymes nucleic acids encoding phytase enzymes and vectors and host cells incorporating same |
US20030162271A1 (en) | 2000-05-01 | 2003-08-28 | Min Zhang | Zymomonas pentose-sugar fermenting strains and uses thereof |
US20080153733A1 (en) | 2000-10-13 | 2008-06-26 | Novozymes A/S | Alpha-Amylase Variant With Altered Properties |
WO2002095014A2 (en) | 2001-05-18 | 2002-11-28 | Novozymes A/S | Polypeptides having cellobiase activity and polynucleotides encoding same |
US6982159B2 (en) | 2001-09-21 | 2006-01-03 | Genencor International, Inc. | Trichoderma β-glucosidase |
US7005289B2 (en) | 2001-12-18 | 2006-02-28 | Genencor International, Inc. | BGL5 β-glucosidase and nucleic acids encoding the same |
US7045332B2 (en) | 2001-12-18 | 2006-05-16 | Genencor International, Inc. | BGL4 β-glucosidase and nucleic acids encoding the same |
US20090170181A1 (en) | 2001-12-18 | 2009-07-02 | Nigel Dunn-Coleman | EGVII Endoglucanase and Nucleic Acids Encoding The Same |
US20070213249A1 (en) | 2001-12-18 | 2007-09-13 | Nigel Dunn-Coleman | EGVI endoglucanase and nucleic acids encoding the same |
US20060258554A1 (en) | 2002-11-07 | 2006-11-16 | Nigel Dunn-Coleman | Bgl6 beta-glucosidase and nucleic acids encoding the same |
US20080220476A1 (en) | 2002-12-17 | 2008-09-11 | Novozymes A/S | Thermostable Alpha-Amylases |
WO2004078919A2 (en) | 2003-02-27 | 2004-09-16 | Midwest Research Institute | Superactive cellulase formulation using cellobiohydrolase-1 from penicillium funiculosum |
US20070111278A1 (en) | 2003-12-03 | 2007-05-17 | Jinichiro Koga | Endoglucanase stce and cellulase preparation containing the same |
US20080160573A1 (en) | 2004-04-08 | 2008-07-03 | Eugenio Ferrari | Mutant alpha-amylases |
US7413879B2 (en) | 2004-05-27 | 2008-08-19 | Genencor International, Inc. | Trichoderma reesei glucoamylase and homologs thereof |
WO2006043178A2 (en) | 2004-10-18 | 2006-04-27 | Danisco A/S | Enzymes |
US20070148732A1 (en) | 2005-12-22 | 2007-06-28 | Ab Enzymes Gmbh | Novel enzymes |
US20100276593A1 (en) | 2006-02-27 | 2010-11-04 | Nec Corporation | Infrared sensor manufactured by method suitable for mass production |
WO2008045489A2 (en) | 2006-10-10 | 2008-04-17 | Danisco Us, Inc. Genencor Division | Glucoamylase variants with altered properties |
US20080220498A1 (en) | 2007-03-06 | 2008-09-11 | Cervin Marguerite A | Variant Buttiauxella sp. phytases having altered properties |
US20090221078A1 (en) | 2007-10-30 | 2009-09-03 | E.I. Du Pont De Nemours And Company | Zymomonas with improved ethanol production in medium containing concentrated sugars and acetate |
US20090238923A1 (en) | 2007-11-05 | 2009-09-24 | Danisco Us Inc., Genencor Division | Variants of bacillus licheniformis alpha-amylase with increased thermostability and/or decreased calcium dependence |
US20090252828A1 (en) | 2007-11-05 | 2009-10-08 | Danisco Us Inc., Genencor Division | Alpha-amylase variants with altered properties |
US20090275080A1 (en) | 2007-11-20 | 2009-11-05 | Danisco Us Inc., Genencor Division | Glucoamylase variants with altered properties |
US20090246846A1 (en) | 2008-03-27 | 2009-10-01 | E. I. Du Pont De Nemours And Company | Zymomonas with improved xylose utilization |
WO2009148945A1 (en) * | 2008-05-29 | 2009-12-10 | Danisco Us Inc., Genencor Division | Process for alcohol and co-product production from grain sorghum |
WO2012084225A1 (en) * | 2010-12-22 | 2012-06-28 | Direvo Industrial Biotechnology Gmbh | Improving fermentation processes and by-products |
WO2012149275A1 (en) * | 2011-04-29 | 2012-11-01 | Danisco Us Inc. | Use of cellulase and glucoamylase to improve ethanol yields from fermentation |
US20120276593A1 (en) | 2011-04-29 | 2012-11-01 | Danisco Us Inc. | Use of cellulase and glucoamylase to improve ethanol yields from fermentation |
Non-Patent Citations (118)
Title |
---|
"THE ALCOHOL TEXTBOOK", 2003, NOTTINGHAM UNIVERSITY PRESS |
AGRIC. BIOL. CHEM., vol. 55, no. 4, 1991, pages 941 - 949 |
ANDRADE ET AL., PROCESS BIOCHEM., vol. 39, pages 1931 - 1938 |
BARBEL HAHN-HÄGER A ET AL., JOURNAL OF BIOTECHNOLOGY, vol. 150, no. 1, 2010, pages 10 |
BEALL ET AL., BIOTECH. BIOENG., vol. 38, 1991, pages 296 - 303 |
BERNIER ET AL., GENE, vol. 26, no. 1, 1983, pages 59 - 65 |
BOEL ET AL., EMBO J., vol. 3, no. 5, 1984, pages 1097 - 1102 |
BOTHAST; SCHLICHER, APPL. MICROBIOL. BIOTECHNOL., vol. 67, 2005, pages 19 - 25 |
BRIGHAM ET AL.: "Handbook on Bioethanol", 1995, TAYLOR & FRANCIS, pages: 119 - 141 |
BRIGHAM ET AL.: "Hemicellulases: Diversity and applications, in Handbook on Bioethanol: Production and Utilization", 1996, TAYLOR & FRANCIS, pages: 119 - 141 |
BYOUNGJIN KIM ET AL.: "Combinatorial Design of a Highly Efficient Xylose Utilizing Pathway for Cellulosic Biofuels Production in Saccharomyces cerevisiae", APPLIED AND ENVIRONMENTAL MICROBIOLOGY, November 2012 (2012-11-01) |
CANTAREL ET AL., NUCLEIC ACIDS RES., vol. 37, 2009, pages D233 - 38 |
CHACON-MARTINEZ ET AL., PHYSIOL. MOL. PLANT PATHOL., vol. 64, 2004, pages 201 - 208 |
CHEN ET AL., BIOCHEM. J., vol. 301, 1994, pages 275 - 281 |
CHEN ET AL., BIOCHIMICA ET BIOPHYSICA ACTA, vol. 121, 1992, pages 54 - 60 |
CHEN ET AL., PROT. ENG., vol. 8, 1995, pages 575 - 582 |
CHEN; 1996 ET AL., PROT. ENG., vol. 9, pages 499 - 505 |
CHEN; HO, APPL. BIOCHEM. BIOTECHNOL., vol. 39-40, 1993, pages 135 - 147 |
CLARKE ET AL., FEMS MICROBIOL. LETT., vol. 139, 1996, pages 27 - 35 |
COUGHLAN; HAZLEWOOD: "Hemicellulose and hemicellulases", 1993 |
COUTINHO; HENRISSAT: "Genetics, biochemistry and ecology of cellulose degradation", 1999, UNI PUBLISHERS CO, pages: 15 - 23 |
DALE; DYNER, ECONOMIC AND TECHNICAL ANALYSIS OF ETHANOL DRY MILLIING: MODEL DESCRIPTION, 2006 |
DEANDA ET AL., APPL. ENVIRON. MICROBIOL., vol. 62, 1996, pages 4465 - 4470 |
DEBECHE ET AL., PROTEIN ENG., vol. 15, 2002, pages 21 - 28 |
DOMINGUEZ ET AL., NAT. STRUCT. BIOL., vol. 2, no. 7, 1995, pages 569 - 76 |
ENGELEN ET AL., J. OF AOAC INT., vol. 77, 1994, pages 760 - 764 |
EZEJI ET AL., WORLD J. MICROBIOL. BIOTECHNOL., vol. 19, no. 6, 2003, pages 595 - 603 |
FIEROBE ET AL., BIOCHEMISTRY, vol. 35, 1996, pages 8698 - 8704 |
FILHO ET AL., CAN. J. MICROBIOL., vol. 42, 1996, pages 1 - 5 |
FOGARTY ET AL., PROGRESS IN INDUSTRIAL MICROBIOLOGY, vol. 15, 1979, pages 112 - 115 |
GHOSE, PURE & APP. CHEM, vol. 59, 1987, pages 257 - 268 |
GHOSE, T. K., PURE & APPL. CHEM., vol. 59, 1987, pages 257 - 268 |
GILBERT ET AL., J. GEN. MICROBIOL., vol. 134, 1988, pages 3239 - 3247 |
GONG ET AL.: "Advances in Biochemical Engineering/Biotechnology", vol. 65, 1999, SPRINGER-VERLAG, article "Ethanol production from renewable resources", pages: 207 - 241 |
GULATI ET AL., BIORESOURCE TECHNOL., vol. 58, 1996, pages 253 - 64 |
HENRISSAT ET AL., FEBS LETT, vol. 425, no. 2, 1998, pages 352 - 4 |
HO ET AL., APPL. ENVIRON. MICROBIOL., vol. 64, 1998, pages 1852 - 1859 |
INGRAM ET AL., BIOTECHNOL. BIOENG., vol. 58, 1998, pages 204 - 214 |
IWASHITA ET AL., APPL. ENVIRON. MICROBIOL., vol. 65, 1999, pages 5546 - 5553 |
J. IND. MICROBIOL. BIOTECHNOL., vol. 33, 2006, pages 247 - 260 |
JUNG ET AL., AGRIC. CHEM. BIOTECHNOL., vol. 48, 2005, pages 10 |
KAWAGUCHI ET AL., GENE, vol. 173, 1996, pages 287 - 288 |
KIM ET AL., BIORESOUR. TECHNOL., vol. 99, 2008, pages 5206 |
KIM ET AL., J. MICROBIOL. BIOTECHNOL., vol. 14, 2004, pages 474 - 482 |
KIM ET AL., J. MICROBIOL. BIOTECHNOL., vol. 14, 2004, pages 643 - 645 |
KINOSHITA ET AL., J. FERMENT. BIOENG., vol. 79, no. 5, 1995, pages 422 - 428 |
KLUEPFEL ET AL., BIOCHEM. J., vol. 287, 1990, pages 45 - 50 |
KNOWLES ET AL., TRENDS IN BIOTECHNOLOGY, vol. 5, no. 9, 1987, pages 255 - 261 |
KOSEKI ET AL., BIOCHIM. BIOPHYS. ACTA, vol. 1760, 2006, pages 1458 - 1464 |
KOTAKE ET AL., J. EXP. BOT., vol. 57, 2006, pages 2353 - 2362 |
KURAKAKE ET AL., BIOCHIM. BIOPHYS. ACTA, vol. 1726, 2005, pages 272 - 279 |
KVESITADAZE ET AL., APPLIED BIOCHEM. BIOTECH., vol. 50, 1995, pages 137 - 143 |
KWIAKOWSKI ET AL.: "Modeling the process and costs of fuel ethanol production by corn dry grinding process", IND. CORP. PROD., vol. 23, 2006, pages 288 - 296 |
LAWFORD HG; ROUSSEAU JD, APP. BIOCHEM. BIOTECHNOL., vol. 98-100, 2002, pages 429 - 48 |
LEE ET AL., J. BIOL. CHEM., vol. 278, 2003, pages 5377 - 5387 |
LEE, J. BIOTECHNOL., vol. 56, 1997, pages 1 - 24 |
LEVER: "A new reaction for colorimetric determination of carbohydrates", ANAL. BIOCHEM., vol. 47, 1972, pages 273 - 279 |
LI; 1997 ET AL., PROTEIN ENG., vol. 10, pages 1199 - 1204 |
LUTHI ET AL., APPL. ENVIRON. MICROBIOL., vol. 56, no. 9, 1990, pages 2677 - 2683 |
MACHIDA ET AL., APPL. ENVIRON. MICROBIOL., vol. 54, 1988, pages 3147 - 3155 |
MARGOLLES ET AL., APPL. ENVIRON. MICROBIOL., vol. 69, 2003, pages 5096 - 5103 |
MATSUO ET AL., AGRIC. BIOL. CHEM., vol. 51, 1987, pages 2367 - 2379 |
MIYAZAKI, EXTREMOPHILES, vol. 9, 2005, pages 399 - 406 |
MOROSOLI ET AL., BIOCHEM. J., vol. 239, 1986, pages 587 - 592 |
NIGAM; SINGH, PROCESS BIOCHEM., vol. 30, no. 2, 1995, pages 117 - 124 |
NUMAN; BHOSLE, J. IND. MICROBIOL. BIOTECHNOL., vol. 33, 2006, pages 247 - 260 |
NUYENS ET AL., APPL. MICROBIOL. BIOTECH., vol. 56, 2001, pages 431 - 434 |
OGUNTIMEIN; REILLY, BIOTECHNOL. BIOENG., vol. 22, 1980, pages 1143 - 1154 |
OHGREN ET AL., PROCESS BIOCHEMISTRY, vol. 42, 2007, pages 834 - 39 |
OHGREN ET AL: "A comparison between simultaneous saccharification and fermentation and separate hydrolysis and fermentation using steam-pretreated corn stover", PROCESS BIOCHEMISTRY, ELSEVIER, NL, vol. 42, no. 5, 5 April 2007 (2007-04-05), pages 834 - 839, XP022021995, ISSN: 1359-5113, DOI: 10.1016/J.PROCBIO.2007.02.003 * |
OHGREN, PROCESS BIOCHEMISTRY, vol. 42, 2007, pages 834 - 837 |
OKADA ET AL., APPL. ENVIRON. MICROBIOL., vol. 64, 1988, pages 555 - 563 |
OOI ET AL., NUCLEIC ACID RES., vol. 18, 1990, pages 5884 |
OSHIMA ET AL., J. APPL. GLYCOSCI., vol. 52, 2005, pages 261 - 265 |
PANAGIOTOU ET AL., CAN. J. MICROBIOL., vol. 49, 2003, pages 639 - 644 |
PENTTILA ET AL., GENE, vol. 63, 1986, pages 103 - 112 |
PHILIPPIDIS: "Cellulose bioconversion technology, Handbook on Bioethanol: Production and Utilization", 1996, TAYLOR & FRANCIS, pages: 179 - 212 |
PHILIPPIDIS: "Handbook on Bioethanol: Production and Utilization", 1996, TAYLOR & FRANCIS, article "Cellulose bioconversion technology", pages: 179 - 212 |
PINPHANICHAKARN ET AL., WORLD J. MICROBIOL. BIOTECHNOL., vol. 20, 2004, pages 727 - 733 |
RAHMAN ET AL., CAN. J. MICROBIOL., vol. 49, 2003, pages 58 - 64 |
RAHMAN ET AL., CARBOHYDR. RES., vol. 338, 2003, pages 1469 - 1476 |
REEN ET AL., BIOCHEM. BIOPHYS. RES. COMMUN., vol. 305, no. 3, 2003, pages 579 - 85 |
ROSE ET AL., J. MOL. BIOL., vol. 194, no. 4, 1987, pages 755 - 756 |
SAARILAHTI ET AL., GENE, vol. 90, 1990, pages 9 - 14 |
SAKAMOTO ET AL., BIOPHYS. ACTA, vol. 1621, 2003, pages 204 - 210 |
SAKAMOTO ET AL., CURR. GENET., vol. 27, 1995, pages 435 - 439 |
SALOHEIMO ET AL., EUR. J. BIOCHEM., vol. 249, 1997, pages 584 - 591 |
SALOHEIMO ET AL., GENE, vol. 63, 1988, pages 11 - 21 |
SALOHEIMO ET AL., MOLECULAR MICROBIOLOGY, vol. 13, 1994, pages 219 - 228 |
SAVILLE ET AL.: "Effect of Cellulase Supplementation on Cookline Operation in a Dry Mill Ethanol Plant", 27H SYMPOSIUM ON BIOTECHNOLOGY FOR FUELS AND CHEMICALS, 2005 |
SAVILLE; YACYSHYN: "Effect of Cellulase Supplementation on Cookline Operation in A dry Mill Ethanol Plant", 27H SYMPOSIUM ON BIOTECHNOLOGY FOR FUELS AND CHEMICALS, 1 May 2005 (2005-05-01) |
SCHMIDT, METHODS ENZYMOL., vol. 160, 1988, pages 662 - 671 |
SHALLOM ET AL., BIOCHEM., vol. 44, 2005, pages 387 - 397 |
SHALLOM ET AL., J. BIOL. CHEM., vol. 277, 2002, pages 43667 - 43673 |
SHARECK ET AL., GENE, vol. 107, 1991, pages 75 - 82 |
SHEIR-NEISS G ET AL., APPL. MICROBIOL. BIOTECHNOLOGY, vol. 20, 1984, pages 46 - 53 |
SHIN ET AL., APPL. ENVIRON. MICROBIOL., vol. 69, 2003, pages 7116 - 7123 |
SHOEMAKER ET AL., BIO/TECHNOLOGY, vol. 1, 1983, pages 691 - 696 |
SHULEIN, METHODS IN ENZYMOLOGY, vol. 160, 1988, pages 234 - 242 |
SILVEIRA; JONAS, APPL. MICROBIOL. BIOTECHNOL., vol. 59, 2002, pages 400 - 408 |
SIMPSON ET AL., BIOCHEM. J., vol. 277, 1991, pages 413 - 417 |
SORENSEN ET AL., BIOTECHNOL. PROG., vol. 23, 2007, pages 100 - 107 |
TAYLOR ET AL., BIOCHEM. J., vol. 395, 2006, pages 31 - 37 |
TEERI ET AL., BIO/TECHNOLOGY, vol. 1, 1983, pages 696 - 699 |
TENKANEN; POUTANEN ET AL.: "Significance of esterases in the degradation of xylans, in Xylans and Xylanases", 1992, ELSEVIER, pages: 203 - 212 |
TUNCER; BALL, FOLIA MICROBIOL. (PRAHA, vol. 48, 2003, pages 168 - 172 |
WALSETH, TAPPI, vol. 35, 1971, pages 228 |
WINTERHALTER; LIEBEL, APPL. ENVIRON. MICROBIOL., vol. 61, no. 5, 1995, pages 1810 - 1815 |
WONG ET AL., GENE, vol. 207, 1998, pages 79 - 86 |
WONG ET AL., MICROBIOL. REV., vol. 52, 1988, pages 305 - 317 |
WOOD ET AL., NATURE, vol. 415, 2002, pages 871 - 880 |
WOOD, BIOCHEM. J., vol. 121, 1971, pages 353 - 362 |
XUE; SHAO, BIOTECHNOL. LETT., vol. 26, 2004, pages 1511 - 1515 |
YANG ET AL., NUCLEIC ACIDS RES., vol. 16, no. 14B, 1988, pages 7187 |
YOUNGMI ET AL., BIORESOURCE TECHNOLOGY, vol. 99, 2008, pages 5156 - 76 |
ZANOELO ET AL., J. IND. MICROBIOL. BIOTECHNOL., vol. 31, 2004, pages 170 - 176 |
ZAPPE ET AL., NUCLEIC ACIDS RES., vol. 18, no. 8, 1990, pages 2179 |
ZHANG ET AL., SCIENCE, vol. 267, 1995, pages 240 - 243 |
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