Multi-Omics Framework Integrating Genetics, Microbiome, Metabolism, and Immunity for Deciphering Ulcerative Colitis
Yiyun Wang1, Yulin Tian1, Hongsi Cui1
1The First Hospital of Jilin University, Changchun, China.
Summary
This study identifies key gut microbiome, metabolite, and immune factors linked to ulcerative colitis (UC) susceptibility. A four-gene signature shows high diagnostic potential for UC, offering a framework for precision medicine.
Area of Science:
- Gastroenterology
- Immunology
- Genetics
- Metabolomics
- Microbiomics
Background:
- Ulcerative colitis (UC) pathogenesis involves complex interactions between host genetics, gut microbiota, metabolism, and immune responses.
- Identifying reliable biomarkers for UC susceptibility and diagnosis remains a challenge.
Purpose of the Study:
- To systematically evaluate multi-omics factors associated with UC susceptibility.
- To identify robust diagnostic biomarkers for UC.
- To explore the functional roles of key genes in the UC tissue microenvironment.
Main Methods:
- Two-sample Mendelian randomization (MR) framework to assess causal associations.
- Integration of MR findings with transcriptomic datasets for gene identification.
- Machine learning modeling for diagnostic performance evaluation.
- Single-cell and spatial transcriptomics for gene localization and functional exploration.
- qRT-PCR validation and gene knockdown experiments.
Main Results:
- MR analysis revealed potential causal links between specific gut microbes, sphingomyelin metabolites, immune cell phenotypes, and UC.
- A four-gene signature (SAG, WDR48, IFITM2, SIRPA) was identified with high diagnostic accuracy (AUC=0.964).
- IFITM2 was primarily upregulated in myeloid cells (Neutrophil_IFITM2), suggesting a role in immune cell function.
- IFITM2 knockdown reduced pro-inflammatory cytokine expression (TNF-α, IL-6, IL-1β).
Conclusions:
- A multi-omics approach highlights the roles of microbiota, sphingolipid metabolism, and immune phenotypes in UC.
- The identified four-gene signature and IFITM2 characterization offer a promising framework for UC precision diagnosis.
- Further mechanistic studies are warranted to elucidate the precise functions of identified genes and pathways in UC pathogenesis.
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