ORIGINAL RESEARCH article
Front. Immunol.
Sec. Mucosal Immunity
Mendelian Randomization Integrated with Multi-omics Analysis Identifies TNIK as a Key Gene in Gut Microbiota-Induced IBD Development
Provisionally accepted- 1The 940th Hospital of Joint Logistics Support force of Chinese PLA, Lanzhou, China
- 2Graduate School of Gansu University of Traditional Chinese Medicine, Lanzhou, China
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Background: Dysbiosis of the gut microbiota (GM) has been linked to inflammatory bowel disease (IBD), yet its associated molecular mechanisms remain poorly defined. Identifying causal host genes mediating GM-IBD interactions is therefore of great importance. Objective: To identify GM-associated causal genes for IBD and to prioritize key targets and cell types underlying GM-host crosstalk. Methods: We integrated GWAS datasets of GM, UC, and CD using a two-sample Mendelian randomization (MR) framework with IVW as the primary estimator. Causal SNPs were mapped to genes for enrichment analyses. Candidate genes were refined by intersecting MR-derived genes with bulk RNA-seq DEGs (training: GSE87473, validation: GSE75214) and prioritized using nested cross-validated machine-learning models. Single-cell RNA-seq (GSE116222) was used to localize key genes to specific cell types. The functional role of TNIK was validated in IL-10-/- IBD mice via AAV9-mediated overexpression. Immunohistochemical staining of Ki67 and Cleaved caspase 3 was conducted to evaluate epithelial proliferation and apoptosis in colonic tissues. Results: MR analysis identified 307 and 360 GM-associated causal genes for UC and CD, respectively. TNIK (TRAF2 and NCK-interacting kinase) was highlighted as a key candidate gene. Seven TNIK-associated immune cell subsets showed altered infiltration in UC. Single-cell transcriptomics revealed TNIK dysregulation in colonocytes, goblet cells. T/NK cells in UC. TNIK overexpression in IL-10-/- mice reduced disease severity and downregulated IL-1β, IL-6, and TNF-α. Immunohistochemistry confirmed that TNIK overexpression enhanced Ki67 expression and reduced Cleaved caspase 3 expression. Conclusion: By integrating MR with transcriptomics and single-cell seq results, we identified TNIK as a potential GM-associated host kinase linking dysbiosis to epithelial and immune dysfunction in IBD. TNIK emerges as a promising node for IBD prognosis through barrier maintenance and immune regulation.
Keywords: inflammatory bowel disease, Gut Microbiota, Mendelian randomization, TNIK, Multi-omics integration, immune-epithelial crosstalk
Received: 04 Aug 2025; Accepted: 30 Oct 2025.
Copyright: © 2025 Chai, Wang, Wang, Ma, Zhang, Guo, Luo, Wang, Hong, Ma, Chen, Wang and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: 
Biaomeng  Wang, wangbm1972@163.com
Yixuan  Wang, wangyx1992@126.com
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