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ProteomicsIdentification of a Stable Stool Peptidomic Signature for Monitoring IBD Activity
Introduction Monitoring disease activity in inflammatory bowel disease (IBD) is essential for guiding therapy and preventing irreversible tissue damage. Colonoscopy, although the gold standard, is invasive and unsuitable for frequent monitoring, while fecal calprotectin lacks accuracy within its dia...
ORGANISM(S): Homo sapiens (Human) 
2026-05-25 | PXD074117 | Pride
Human Peptidomics Machine learning Inflammatory bowel disease Biomarker discovery Proteomics Stool Clinical mass spectrometry Nested cross validation Ibd activity 
ProteomicsPredictive Stool-Based Protein Biomarkers for the Classification of Crohn's Disease and Ulcerative Colitis Using a Machine Learning Approach
Background and Aim: Crohn's disease (CD) and ulcerative colitis (UC) are the two major chronic inflammatory bowel diseases (IBD). Although their symptoms are similar, their pathological features and clinical treatments differ. Currently, distinguishing between these diseases involves invasive proce...
ORGANISM(S): Homo sapiens (Human) 
2025-12-01 | PXD057120 | Pride
Crohn’s disease Inflammatory bowel disease (ibd) subtyping  protein biomarkers  dia mass spectrometry  quantitative proteomics  machine learning Ulcerative colitis. 
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