Machine learning–driven identification and experimental validation of key biomarkers in the bile acid metabolic pathway associated with ulcerative colitis
Yuqing Wu, Danyang Gu, Jin Liu, Yongbing Yang et autres
Background: Bile acids are shown to participate in inflammatory responses. This study was designed to investigate the functions of bile acid metabolism-associated genes (BAMGs) in ulcerative colitis (UC), identify the potential biomarkers based on eleven machine learning algorithms. Methods: Seven independent UC …
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Frontiers in Immunology