{"title":"Single-Cell Transcriptional States of Human Leukocyte Antigen DR Positive CD4 Positive T Cells Linked to Genetic Susceptibility of Gastric Cancer.","authors":"Yicun Song, Haoran Zhu, Cong Qiao, Yueying Wang","doi":"10.1080/08820139.2026.2708205","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Gastric cancer (GC) involves complex immune-metabolic crosstalk, but MR-prioritized immunophenotypes and mediating metabolites remain unclear.</p><p><strong>Methods: </strong>Two-sample Mendelian randomization (MR) was performed using GWAS summary data for 731 immunophenotypes, 1,400 circulating metabolites, and GC (218,792 European participants). Instruments were selected at <i>p</i> < 1 × 10<sup>-5</sup>, LD-clumped (r<sup>2</sup> < 0.001, 10,000 kb), and filtered for strength (F > 10). IVW served as the primary estimator, with sensitivity and reverse MR analyses. Two-step MR explored metabolite-mediated pathways. Single-cell RNA-seq from 56 samples across three sources was integrated to resolve HLA-DR<sup>+</sup> CD4<sup>+</sup> T-cell transcriptional states, evaluate GC genetic-risk enrichment via scDRS, and infer cell-cell communication using CellChat.</p><p><strong>Results: </strong>Twenty-six immunophenotypes showed candidate associations with GC. HLA-DR expression on HLA-DR<sup>+</sup> CD4<sup>+</sup> T cells was inversely associated with GC risk (OR = 0.761, 95% CI 0.634-0.912, FDR q = 0.0393). Reverse MR was not FDR-significant, and MR-Egger indicated no directional pleiotropy. Candidate mediation involved bilirubin degradation product C17H18N2O4(2). Single-cell analysis identified five HLA-DR<sup>+</sup> CD4<sup>+</sup> T-cell subsets; T1 and T5 showed relatively higher GC genetic-susceptibility enrichment, with T5 exhibiting low CytoTRACE scores. These subsets were linked to immune activation and chemokine signaling. The exploratory TIGIT-NECTIN2 signal was not robustly retained after CellChat sensitivity filtering.</p><p><strong>Conclusion: </strong>This study suggests a potential inverse association between HLA-DR<sup>+</sup> CD4<sup>+</sup> T-cell immunophenotypes and GC risk, with bilirubin-related metabolites as a candidate mediating pathway. Subsets T1/T5 provide candidate directions for future GC immune-prevention research.</p>","PeriodicalId":13387,"journal":{"name":"Immunological Investigations","volume":" ","pages":"1798-1829"},"PeriodicalIF":2.3000,"publicationDate":"2026-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Immunological Investigations","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/08820139.2026.2708205","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/8/6 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Gastric cancer (GC) involves complex immune-metabolic crosstalk, but MR-prioritized immunophenotypes and mediating metabolites remain unclear.
Methods: Two-sample Mendelian randomization (MR) was performed using GWAS summary data for 731 immunophenotypes, 1,400 circulating metabolites, and GC (218,792 European participants). Instruments were selected at p < 1 × 10-5, LD-clumped (r2 < 0.001, 10,000 kb), and filtered for strength (F > 10). IVW served as the primary estimator, with sensitivity and reverse MR analyses. Two-step MR explored metabolite-mediated pathways. Single-cell RNA-seq from 56 samples across three sources was integrated to resolve HLA-DR+ CD4+ T-cell transcriptional states, evaluate GC genetic-risk enrichment via scDRS, and infer cell-cell communication using CellChat.
Results: Twenty-six immunophenotypes showed candidate associations with GC. HLA-DR expression on HLA-DR+ CD4+ T cells was inversely associated with GC risk (OR = 0.761, 95% CI 0.634-0.912, FDR q = 0.0393). Reverse MR was not FDR-significant, and MR-Egger indicated no directional pleiotropy. Candidate mediation involved bilirubin degradation product C17H18N2O4(2). Single-cell analysis identified five HLA-DR+ CD4+ T-cell subsets; T1 and T5 showed relatively higher GC genetic-susceptibility enrichment, with T5 exhibiting low CytoTRACE scores. These subsets were linked to immune activation and chemokine signaling. The exploratory TIGIT-NECTIN2 signal was not robustly retained after CellChat sensitivity filtering.
Conclusion: This study suggests a potential inverse association between HLA-DR+ CD4+ T-cell immunophenotypes and GC risk, with bilirubin-related metabolites as a candidate mediating pathway. Subsets T1/T5 provide candidate directions for future GC immune-prevention research.
期刊介绍:
Disseminating immunological developments on a worldwide basis, Immunological Investigations encompasses all facets of fundamental and applied immunology, including immunohematology and the study of allergies. This journal provides information presented in the form of original research articles and book reviews, giving a truly in-depth examination of the latest advances in molecular and cellular immunology.