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

Autor/innen

  • 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

Quellenangabe

  • Gastroenterology

Zusammenfassung

  • BACKGROUND & AIMS: Multi-omic and multimodal datasets with detailed clinical annotations offer significant potential to advance our understanding of inflammatory bowel diseases (IBD), refine diagnostics, and enable personalized therapeutic strategies. METHODS: In this multi-cohort study, we performed an extensive multi-omic and multimodal analysis of 1,002 clinically annotated patients with IBD and non-IBD controls, 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 (CD) and ulcerative colitis (UC). Leveraging serum proteomics, we developed an inflammatory protein severity signature that reflects underlying intestinal molecular inflammation. Furthermore, foundation model-based deep learning accurately predicted histologic disease activity scores and enabled CD versus UC classification from images of H&E-stained intestinal tissue sections, offering a robust tool for clinical evaluation. CONCLUSIONS: Our integrative, publicly available multi-omics resource for IBD research highlights the potential of combining multi-omics and advanced computational approaches to improve our understanding and management of IBD.


DOI

doi:10.1053/j.gastro.2026.05.023