Bioinformatic identification of CD8+ T cell activation mediated by key genes in fecal microbiota transplantation for irritable bowel syndrome
BACKGROUND: The effect of fecal microbiota transplantation (FMT) in treating irritable bowel syndrome (IBS) may be attributed to the modulation of CD8 + T cells. This study aims to identify FMT-mediated key genes to explore the underlying mechanism. METHODS: Transcriptomic datasets GSE138297 (colonic biopsies from 8 IBS patients pre- and post-FMT) and GSE134649 (single-cell data from 3 healthy colon tissues) were obtained from GEO during December 2023-December 2024. Key genes were identified by intersecting differentially expressed genes (DEGs) and the most relevant co-expression module derived from weighted correlation network analysis. Functional enrichment, gene set enrichment analysis, immune infiltration profiling via TIMER 2.0, single-cell annotation using PanglaoDB and Seurat, and drug-gene interaction screening from DrugBank were conducted to decipher the regulatory mechanisms. RESULTS: Ten key genes were identified through integration of DEGs and the MEgreen module. Functional analyses revealed significant involvement in the positive regulation of CD8 + T cells activation. Immune infiltration assessment demonstrated a marked increase in CD8 + T cells abundance post-FMT. Single-cell data indicated predominant expression of LILRB1, P2RY13, CLEC10A, and CLEC12A in dendritic cells, and LILRB1, PIPOX, and CLEC11A were annotated within CD8 + T cells clusters in healthy colonic tissue. Nine (database-derived and speculative) drugs targeting seven key genes were identified, most implicated in the management of IBS symptoms or immunomodulation. CONCLUSION: An association between key gene regulation and CD8 + T cell-related immunoregulation is correlated with the therapeutic effect of FMT in IBS.
Authors
- Zhou Jiao-li
- Jia Hu (ORCID: https://orcid.org/0000-0003-2387-1557)
- Nan Qiao (ORCID: https://orcid.org/0000-0003-4376-5540)
- Ling He
- Ming-Yi Gao
- Ning-Ning Zheng
- Ting-Ting Liu
- Ying Fei
Institutions
- Jiangxi University of Traditional Chinese Medicine (CN)
- Jiangxi University of Technology (CN)
- Shanghai Traditional Chinese Medicine Hospital (CN)
- Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2026-06-16
- DOI
- https://doi.org/10.1371/journal.pone.0351574
- Primary Topic
- Gut microbiota and health
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Jiangxi Province
- Nanchang University
- Nanjing Medical University