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通过分析 RNA 修饰相关的 SNPs,全基因组鉴定 SLE 细胞类型特异性易感基因。

Genome-Wide Identification of Cell Type-Specific Susceptibility Genes for SLE Through the Analysis of RNA Modification-Associated SNPs.

机构信息

Department of Epidemiology, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China.

Center for Genetic Epidemiology and Genomics, MOE Key Laboratory of Geriatric Diseases and Immunology, School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China.

出版信息

Immunol Invest. 2024 Nov;53(8):1264-1278. doi: 10.1080/08820139.2024.2399577. Epub 2024 Sep 4.

Abstract

INTRODUCTION

This study aimed to elucidate the functional genes associated with systemic lupus erythematosus (SLE) in various cell types through the utilization of RNAm-SNPs.

METHODS

Utilizing large-scale genetic data, we identified associations between RNAm-SNPs and SLE. The association between RNAm-SNPs and bulk and single-cell mRNA expression (eQTL) and protein levels (pQTL) were examined. Mendelian randomization and differential expression analyses were conducted to explore the links between gene expression, protein levels, and SLE.

RESULTS

We identified 41 RNAm-SNPs that were significantly associated with SLE. The GWAS signals exhibited notable enrichment in mA-SNPs and mG-SNPs. These RNAm-SNPs showed both eQTL and pQTL effects. In our single-cell analysis, 16 RNAm-SNPs exhibited associations with gene expression levels across 13 distinct cell types, including and . We identified 58 noteworthy associations between the expression levels of 20 genes and SLE across 12 distinct immune cell types. Notably, and exhibited abnormalities in CD8+ T cells, displayed abnormal expression in CD4+ T cells, while and were also distinctly perturbed in natural killer cells.

DISCUSSION

This study advances our understanding of the genetic basis of SLE by highlighting the significance of RNAm-SNPs and immune cell gene expression in SLE.

摘要

简介

本研究旨在通过 RNAm-SNPs 阐明与系统性红斑狼疮(SLE)相关的各种细胞类型中的功能基因。

方法

利用大规模遗传数据,我们鉴定了 RNAm-SNPs 与 SLE 之间的关联。研究了 RNAm-SNPs 与批量和单细胞 mRNA 表达(eQTL)和蛋白水平(pQTL)之间的关联。进行了孟德尔随机化和差异表达分析,以探索基因表达、蛋白水平与 SLE 之间的联系。

结果

我们确定了 41 个与 SLE 显著相关的 RNAm-SNPs。GWAS 信号在 mA-SNPs 和 mG-SNPs 中表现出明显的富集。这些 RNAm-SNPs 同时具有 eQTL 和 pQTL 效应。在我们的单细胞分析中,16 个 RNAm-SNPs 与 13 种不同细胞类型的基因表达水平存在关联,包括 和 。我们在 12 种不同免疫细胞类型中鉴定了 20 个基因的表达水平与 SLE 之间的 58 个显著关联。值得注意的是,和 在 CD8+T 细胞中存在异常,在 CD4+T 细胞中 表现出异常表达,而 和 在自然杀伤细胞中也明显失调。

讨论

本研究通过强调 RNAm-SNPs 和免疫细胞基因表达在 SLE 中的重要性,加深了我们对 SLE 遗传基础的理解。

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