Identifying inflammatory bowel disease subtypes: a comprehensive exploration of transcriptomic data and machine learning-based approaches
We report three transcriptomic subtypes in UC and CD, each with distinct molecular signatures and clinical relevance. These findings support a stratified approach to IBD diagnosis and therapy, enabling more personalised disease management strategies.
Authors
- Animesh Acharjee (ORCID: https://orcid.org/0000-0003-2735-7010)
- Neetu Saini (ORCID: https://orcid.org/0000-0003-0452-0436)
Institutions
- University Hospitals Birmingham NHS Foundation Trust (GB)
- Cancer Research UK Clinical Trials Unit (GB)
- University of Birmingham (GB)
Publication Details
- Journal
- Therapeutic Advances in Gastroenterology
- Published
- 2025-08-01
- DOI
- https://doi.org/10.1177/17562848251362391
- Citations
- 3
- Primary Topic
- Cancer-related molecular mechanisms research
- Type
- article
- Field-Weighted Citation Impact
- 2.81