{"title":"通过分析与 RNA 修饰相关的 SNPs,在全基因组范围内鉴定细胞类型特异的系统性红斑狼疮易感基因。","authors":"Huan Zhang, Kedi Fan, Yuxi Chen, Peng Xu, Zhentao Zhang, Xingbo Mo, Yufan Guo","doi":"10.1080/08820139.2024.2399577","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to elucidate the functional genes associated with systemic lupus erythematosus (SLE) in various cell types through the utilization of RNAm-SNPs.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>We identified 41 RNAm-SNPs that were significantly associated with SLE. The GWAS signals exhibited notable enrichment in m<sup>6</sup>A-SNPs and m<sup>7</sup>G-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 <i>HLA-A, HLA-B, HLA-C, HLA-DQA1, HLA-DQB1, HLA-DRB1</i> and <i>IRF7</i>. We identified 58 noteworthy associations between the expression levels of 20 genes and SLE across 12 distinct immune cell types. Notably, <i>HLA-DQB1, HLA-DRB1</i> and <i>IRF7</i> exhibited abnormalities in CD8+ T cells, <i>IRF7</i> displayed abnormal expression in CD4+ T cells, while <i>HLA-DRB1</i> and <i>IRF7</i> were also distinctly perturbed in natural killer cells.</p><p><strong>Discussion: </strong>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.</p>","PeriodicalId":13387,"journal":{"name":"Immunological Investigations","volume":null,"pages":null},"PeriodicalIF":2.9000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-Wide Identification of Cell Type-Specific Susceptibility Genes for SLE Through the Analysis of RNA Modification-Associated SNPs.\",\"authors\":\"Huan Zhang, Kedi Fan, Yuxi Chen, Peng Xu, Zhentao Zhang, Xingbo Mo, Yufan Guo\",\"doi\":\"10.1080/08820139.2024.2399577\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>This study aimed to elucidate the functional genes associated with systemic lupus erythematosus (SLE) in various cell types through the utilization of RNAm-SNPs.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>We identified 41 RNAm-SNPs that were significantly associated with SLE. The GWAS signals exhibited notable enrichment in m<sup>6</sup>A-SNPs and m<sup>7</sup>G-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 <i>HLA-A, HLA-B, HLA-C, HLA-DQA1, HLA-DQB1, HLA-DRB1</i> and <i>IRF7</i>. We identified 58 noteworthy associations between the expression levels of 20 genes and SLE across 12 distinct immune cell types. Notably, <i>HLA-DQB1, HLA-DRB1</i> and <i>IRF7</i> exhibited abnormalities in CD8+ T cells, <i>IRF7</i> displayed abnormal expression in CD4+ T cells, while <i>HLA-DRB1</i> and <i>IRF7</i> were also distinctly perturbed in natural killer cells.</p><p><strong>Discussion: </strong>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.</p>\",\"PeriodicalId\":13387,\"journal\":{\"name\":\"Immunological Investigations\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-11-01\",\"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/10.1080/08820139.2024.2399577\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/9/4 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Immunological Investigations","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/08820139.2024.2399577","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/9/4 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
Genome-Wide Identification of Cell Type-Specific Susceptibility Genes for SLE Through the Analysis of RNA Modification-Associated SNPs.
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 m6A-SNPs and m7G-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 HLA-A, HLA-B, HLA-C, HLA-DQA1, HLA-DQB1, HLA-DRB1 and IRF7. We identified 58 noteworthy associations between the expression levels of 20 genes and SLE across 12 distinct immune cell types. Notably, HLA-DQB1, HLA-DRB1 and IRF7 exhibited abnormalities in CD8+ T cells, IRF7 displayed abnormal expression in CD4+ T cells, while HLA-DRB1 and IRF7 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.
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.