Apr 11, 2018 · By the genes related to the diseases, we could get the similarity of diseases. Then the similarity of metabolites could be obtained by the ...
Apr 11, 2018 · The Fig. 2 shows the calculation process of Random Walk of identifying diseases-related metabolites. Firstly, we should set parameters, then ...
Apr 11, 2018 · In this paper, we presented a novel method for prioritizing metabolite-disease pairs. The superior performance validates its reliability for exploring novel ...
... By comparing the metabolic profiles of diseased and healthy groups, metabolite pairs that change during disease onset and progression can be identified.
Nov 15, 2019 · This paper presents a bi-random walks based method for disease-related metabolites prediction, called MDBIRW.
Apr 11, 2018 · Background: Metabolites disrupted by abnormal state of human body are deemed as the effect of diseases. In comparison with the cause of ...
Identifying diseases-related metabolites using random walk. https://doi.org/10.1186/s12859-018-2098-1 · Full text. Journal: BMC Bioinformatics, 2018, № S5.
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Nov 15, 2019 · In this study, we utilize bi-random walks to identify disease-related metabolites. ... Identifying diseases-related metabolites using ran-.
Finally, we utilize random walking with restart in this network to find more unknown metabolic markers related to one disease. This method offers researchers a ...
Sep 15, 2023 · We also developed a similar approach for metabolic signatures using random walks in metabolic networks [21]. If a compound is rarely or ...