Identification of potential diagnostic markers and molecular mechanisms of asthma and ulcerative colitis based on bioinformatics and machine learning

Identification of potential diagnostic markers and molecular mechanisms of asthma and ulcerative colitis based on bioinformatics and machine learning

BackgroundsAsthma and ulcerative colitis (UC) are chronic inflammatory diseases linked through the “gut-lung axis,” but their shared mechanisms remain unclear. This study aims to identify common biomarkers and pathways between asthma and UC using bioinformatics.MethodsGene expression data for asthma...

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Bibliographic Details
Main Authors: Chenxuyu Zhang, Zheng Luo, Liang Ji
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Molecular Biosciences
Subjects:
bioinformatics analysis
machine learning
ulcerative colitis
asthma
immune infiltration
hub genes
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2025.1554304/full
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