Targeted urinary metabolomics combined with machine learning to identify biomarkers related to central carbon metabolism for IBD

Targeted urinary metabolomics combined with machine learning to identify biomarkers related to central carbon metabolism for IBD

IntroductionInflammatory bowel disease (IBD), comprising Crohn’s disease (CD) and ulcerative colitis (UC), is a chronic and relapsing inflammatory disorder of the gastrointestinal tract. Current diagnostic approaches are invasive, costly, and time-consuming, underscoring the need for non-invasive, a...

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Bibliographic Details
Main Authors: Miao-Lin Lei, Guan-Wei Bi, Xiao-Lin Yin, Yue Wang, Zi-Ru Sun, Xin-rui Guo, Hui-peng Zhang, Xiao-han Zhao, Feng Li, Yan-Bo Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Molecular Biosciences
Subjects:
inflammatory bowel disease
ulcerative colitis
Crohn’s disease
urinary metabolomics
machine learning
central carbon metabolism
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2025.1615047/full
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