Author

Ben Huang

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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

Ulcerative colitis (UC) is a chronic, relapsing inflammatory disorder of the colonic mucosa. Although colonoscopy remains the diagnostic cornerstone for UC, its invasive nature highlights the need for additional biomarkers. This study used differential expression analysis, weighted gene co-expression network analysis (...

Jin Huang, Ying Dai, Shuang-Shuang Lu et al. · PeerJ · 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. · Frontiers in Immunology · 0 citations