Attractor landscape analysis reveals a reversion switch in the transition of colorectal tumorigenesis
Ontology highlight
ABSTRACT: A cell fate change such as tumorigenesis incurs critical transition. It remains a longstanding challenge whether we can unravel the underlying mechanism and find a molecular switch that can reverse such transition. Here we present a systems framework, REVERT with which we can reconstruct the core molecular regulatory network model and identify a reversion switch based on single-cell transcriptome data over the transition process. We demonstrate the usefulness of REVERT 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.
ORGANISM(S): Homo sapiens
PROVIDER: GSE283167 | GEO | 2025/02/12
REPOSITORIES: GEO
ACCESS DATA