A Multi‐Omics, Machine Learning‐Aware, Genome‐Wide Metabolic Model of Bacillus Subtilis Refines the Gene Expression and Cell Growth Prediction

A Multi‐Omics, Machine Learning‐Aware, Genome‐Wide Metabolic Model of Bacillus Subtilis Refines the Gene Expression and Cell Growth Prediction

Abstract Given the extensive heterogeneity and variability, understanding cellular functions and regulatory mechanisms through the analysis of multi‐omics datasets becomes extremely challenging. Here, a comprehensive modeling framework of multi‐omics machine learning and metabolic network models are...

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Bibliographic Details
Main Authors: Xinyu Bi, Yang Cheng, Xueqin Lv, Yanfeng Liu, Jianghua Li, Guocheng Du, Jian Chen, Long Liu
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Advanced Science
Subjects:
cell growth
comprehensive metabolic network model
gene expression
machine learning
multiomics knowledgebase
Online Access:https://doi.org/10.1002/advs.202408705
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https://doi.org/10.1002/advs.202408705

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