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An integrated machine learning framework for developing and validating diagnostic models and drug predictions based on ulcerative colitis genes

13 Jun 2025

Abstract excerpt

Ulcerative colitis (UC) is a long-lasting inflammatory bowel disease that causes inflammation in the intestines and triggers autoimmune responses. This study aims to identify immune-related biomarkers for ulcerative colitis (UC) and explore potential therapeutic targets. First, we downloaded the expression profiles of datasets GSE87466, GSE87473, and GSE92415 from the GEO database. Next, we identified...

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PMID: 40584713
DOI: 10.3389/fmed.2025.1571529

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