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Author

Rui-Hong Sun

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Open access Aug 2026

Identification and validation of novel platelet-related genes in ulcerative colitis using bioinformatics and machine learning strategies

A platelet-related three-gene signature with potential diagnostic and biological relevance in UC is identified using differential expression analysis, weighted gene co-expression network analysis (WGCNA), and machine-learning algorithms.

Jin Huang, Ying Dai, Shuang-Shuang Lu et al. · 0 citations
Open access Aug 2026

Machine learning–driven identification and experimental validation of key biomarkers in the bile acid metabolic pathway associated with ulcerative colitis

This study identified a novel of BAMGs and preliminary revealed their interaction with immune cells in the development of ulcerative colitis and represent potential biomarkers.

Yu-Qing Wu, Dan-Yan Gu, Jin Liu et al. · 0 citations

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