In this paper, we propose a New Centrality measure with Gene ontology information (NCG) to estimate single-cell potency.

In this paper, we propose a New Centrality measure with Gene ontology information (NCG) to estimate single-cell potency. ... plore the topology information of PPI ...

Sep 16, 2021 · In this paper, we propose a New Centrality measure with Gene ontology information (NCG) to estimate single-cell potency. NCG is designed by ...

In this paper, we propose a New Centrality measure with Gene ontology information (NCG) to estimate single-cell potency. NCG is designed by combining network ...

One important task in single-cell analysis is to quantify the differentiation potential of single cells. Though various single-cell potency measures have ...

This work presents a single-cell potency measure, called Correlation of Connectome and Transcriptome (CCAT), which can return accurate single- cell potency ...

Sep 24, 2023 · The accurate estimation of cell potency should reveal the hidden differentiation status of individual cells, thus expanding the capacity of ...

May 6, 2024 · In this study, we propose a novel metric called single-cell transcriptional complexity (SCTC), which draws on insights from the economic complexity theory.

Here, we present a detailed protocol for estimating differentiation potency of single cells, based on our Single-Cell ENTropy (SCENT) algorithm. The estimation ...

This study demonstrates that single-cell potency can be approximated as the graph entropy of a Markov Chain process on a model signaling network, ...