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IBDome: an integrated molecular, histopathological, and clinical atlas of inflammatory bowel diseases

Authors

  • Christina Plattner
  • Gregor Sturm
  • Anja A. Kühl
  • Raja Atreya
  • Sandro Carollo
  • Dietmar Rieder
  • Raphael Gronauer
  • Michael Günther
  • Steffen Ormanns
  • Claudia Manzl
  • Stefan Wirtz
  • Asier Rabasco Meneghetti
  • Ahmed N. Hegazy
  • Jay V. Patankar
  • Zunamys I. Carrero
  • Felix Grabherr
  • Moritz Meyer
  • Timon E. Adolph
  • Herbert Tilg
  • Markus F. Neurath
  • Jakob Nikolas Kather
  • Christoph Becker
  • Britta Siegmund
  • Zlatko Trajanoski

Journal

  • Gastroenterology

Citation

  • Gastroenterology 171 (5): 902-918

Abstract

  • 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.


DOI

doi:10.1053/j.gastro.2026.05.023