{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Huang X"],"funding":["Applied Basic Research Fund of Guangdong Province","National Natural Science Foundation of China","Guangdong Provincial Key Laboratory of Human Digital Twin"],"pagination":["45"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC9875500"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["21(1)"],"pubmed_abstract":["<h4>Background</h4>Deterioration of normal intestinal epithelial cells is crucial for colorectal tumorigenesis. However, the process of epithelial cell deterioration and molecular networks that contribute to this process remain unclear.<h4>Methods</h4>Single-cell data and clinical information were downloaded from the Gene Expression Omnibus (GEO) database. We used the recently proposed dynamic network biomarker (DNB) method to identify the critical stage of epithelial cell deterioration. Data analysis and visualization were performed using R and Cytoscape software. In addition, Single-Cell rEgulatory Network Inference and Clustering (SCENIC) analysis was used to identify potential transcription factors, and CellChat analysis was conducted to evaluate possible interactions among cell popula"],"journal":["Journal of translational medicine"],"pubmed_title":["Low expression of the dynamic network markers FOS/JUN in pre-deteriorated epithelial cells is associated with the progression of colorectal adenoma to carcinoma."],"pmcid":["PMC9875500"],"funding_grant_id":["11971176","2019A1515110677","2022B1212010004","12026608","62172164","82103347"],"pubmed_authors":["Hu J","Huang X","Ling F","Luo W","Liu R","Han C","Zhong J","Jin Y","Zhang Q"],"additional_accession":[]},"is_claimable":false,"name":"Low expression of the dynamic network markers FOS/JUN in pre-deteriorated epithelial cells is associated with the progression of colorectal adenoma to carcinoma.","description":"<h4>Background</h4>Deterioration of normal intestinal epithelial cells is crucial for colorectal tumorigenesis. However, the process of epithelial cell deterioration and molecular networks that contribute to this process remain unclear.<h4>Methods</h4>Single-cell data and clinical information were downloaded from the Gene Expression Omnibus (GEO) database. We used the recently proposed dynamic network biomarker (DNB) method to identify the critical stage of epithelial cell deterioration. Data analysis and visualization were performed using R and Cytoscape software. In addition, Single-Cell rEgulatory Network Inference and Clustering (SCENIC) analysis was used to identify potential transcription factors, and CellChat analysis was conducted to evaluate possible interactions among cell popula","dates":{"release":"2023-01-01T00:00:00Z","publication":"2023 Jan","modification":"2026-05-29T05:32:58.095Z","creation":"2025-02-18T23:45:00.654Z"},"accession":"S-EPMC9875500","cross_references":{"pubmed":["36698183"],"doi":["10.1186/s12967-023-03890-5"]}}