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ORIGINAL RESEARCH article

Front. Immunol.

Sec. Systems Immunology

Dynamic Genetic Regulation of CD4⁺ T Cells in Obstructive Sleep Apnea: Integrating Context-specific eQTL, Mendelian Randomization, Single-cell Sequencing, and Experimental Validation

Provisionally accepted
Xinyue  ZhangXinyue Zhang1*Lingfei  RenLingfei Ren2
  • 1State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China
  • 2Southwestern University of Finance and Economics, Chengdu, China

The final, formatted version of the article will be published soon.

Objective: To investigate the dynamic genetic regulatory mechanisms of CD4⁺ T cells in the pathogenesis of obstructive sleep apnea (OSA), particularly in the immune and inflammatory response induced by intermittent hypoxia (IH). Methods: This study integrated context-specific expression quantitative trait locus analysis, Mendelian randomization, colocalization analysis, single-cell RNA sequencing, and qPCR experimental validation. A systematic investigation was conducted on gene expression and genetic variation in CD4⁺ T cells obtained from 119 donors of European descent across multiple activation time points including zero hours, sixteen hours, forty hours, and five days. Functional validation was performed using an IH mouse model. Results: The study identified multiple genes demonstrating a causal relationship with OSA risk, such as MAST3, FNBP4, SPNS1, and AKIRIN1. Thirteen expression quantitative trait loci showed significant colocalization with OSA genome-wide association study signals, with a posterior probability of shared causal variants exceeding zero point eight five. Experimental validation in the IH mouse model demonstrated significantly upregulated mRNA expression levels of Fnbp4 and Mast3, alongside downregulated expression of Sgf29, Sh3yl1, and Tufm within CD4⁺ T cells. Conclusion: The immune regulation mediated by CD4⁺ T cells demonstrates significant temporal dynamics and cell type specificity in OSA pathogenesis. Key genes including TUFM, MAST3, FNBP4, SGF29, and SH3YL1 participate in the pathological process by regulating mitochondrial function, cell migration, transcriptional regulation, and inflammatory responses. These findings provide a novel theoretical foundation and reveal potential targets for personalized therapeutic strategies and biomarker development in OSA.

Keywords: CD4+ T cells, Context-specific eQTL, genetic colocalization, Mendelian randomization, obstructive sleep apnea, single-cell sequencing

Received: 23 Aug 2025; Accepted: 03 Dec 2025.

Copyright: © 2025 Zhang and Ren. 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: Xinyue Zhang

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