A multi-machine learning framework identifies novel PANoptosis-related biomarkers and their immune landscape in ulcerative colitis: Insights from transcriptomics and experimental validation
This study effectively discovers six PANoptosis-related biomarkers with potential diagnostic value for UC, emphasizing their role in disease progression and immune regulation, offering new biomarkers for the early diagnosis and personalized treatment of UC.
Authors
- Ni Zhu (ORCID: https://orcid.org/0000-0002-2411-856X)
- Hao Wang (ORCID: https://orcid.org/0000-0001-6881-9977)
- Siliu Xu
- Xiangjie Zhai
- Sen Wang
- Yuan Zhao
Institutions
- Integrated Optoelectronics (Norway) (NO)
- Hubei University of Science and Technology (CN)
Publication Details
- Journal
- Frontiers in Immunology
- Published
- 2026-02-18
- DOI
- https://doi.org/10.3389/fimmu.2026.1729942
- Primary Topic
- Inflammatory Bowel Disease
- Type
- article
- Field-Weighted Citation Impact
- 0.00