复归
过渡(遗传学)
转录组
上皮-间质转换
癌变
吸引子
计算机科学
细胞命运测定
过程(计算)
计算生物学
结直肠癌
细胞
机制(生物学)
生物
化学
癌症研究
癌症
遗传学
物理
转录因子
数学
基因
表型
操作系统
数学分析
基因表达
量子力学
作者
Dongkwan Shin,Jeong‐Ryeol Gong,Sang Kwon Jeong,Young-Won Cho,Hwang‐Phill Kim,Tae‐You Kim,Kwang‐Hyun Cho
标识
DOI:10.1002/advs.202412503
摘要
Abstract A cell fate change such as tumorigenesis incurs critical transition. It remains a longstanding challenge whether the underlying mechanism can be unraveled and a molecular switch that can reverse such transition is found. Here a systems framework, REVERT, is presented with which can reconstruct the core molecular regulatory network model and a reversion switch based on single‐cell transcriptome data over the transition process is identified. The usefulness of REVERT is demonstrated by applying it to single‐cell transcriptome of patient‐derived matched organoids of colon cancer and normal colon. REVERT is a generic framework that can be applied to investigate various cell fate transition phenomena.
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