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Updated: Jun 12, 2026

Investigating Intestinal Inflammation in DSS-induced Model of IBD
Published on: February 1, 2012
IBDome: An Integrated Molecular, Histopathological, and Clinical Atlas of Inflammatory Bowel Diseases
Christina Plattner1, Gregor Sturm2, Anja A Kühl3
1Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria.
Background & Aims:
Multiomic and multimodal datasets with detailed clinical annotations offer significant potential to advance understanding of inflammatory bowel diseases (IBDs), refine diagnostics, and enable personalized therapeutic strategies.
Methods:
In this multicohort study, an extensive multiomic and multimodal analysis of 1002 clinically annotated patients with IBD and non-IBD controls was performed, incorporating whole-exome and RNA sequencing of normal and inflamed gut tissues, serum proteomics, and histopathological assessments from images of H&E-stained tissue sections.
Results:
Transcriptomic profiles of normal and inflamed tissues revealed distinct site-specific inflammatory signatures in Crohn's disease and ulcerative colitis. Leveraging serum proteomics, an inflammatory protein severity signature that reflects underlying intestinal molecular inflammation was developed. Furthermore, foundation model-based deep learning accurately predicted histologic disease activity scores and enabled Crohn's disease vs ulcerative colitis classification from images of H&E-stained intestinal tissue sections, offering a robust tool for clinical evaluation.
Conclusions:
This integrative, publicly available multiomics resource for IBD research highlights the potential of combining multiomics and advanced computational approaches to improve understanding and management of IBD.
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