Huan Zhang, Kedi Fan, Zhentao Zhang, Yufan Guo, Xingbo Mo
{"title":"通过分析与 N6-甲基腺苷相关的 SNPs,在全基因组范围内鉴定细胞类型特异性的幼年皮肌炎易感基因。","authors":"Huan Zhang, Kedi Fan, Zhentao Zhang, Yufan Guo, Xingbo Mo","doi":"10.1080/08916934.2024.2419117","DOIUrl":null,"url":null,"abstract":"<p><p>Genome-wide association studies (GWASs) have pinpointed genetic loci associated with juvenile dermatomyositis (JDM). Functional genes within the GWAS loci may be cell type-specific, but their identity remains largely unknown. N<sup>6</sup>-methyladenosine (m<sup>6</sup>A) plays a pivotal role in regulating various cellular processes and is linked to autoimmune diseases. This study aimed to underscore the potential functional genes within the GWAS loci through the analysis of m<sup>6</sup>A-associated SNPs (m<sup>6</sup>A-SNPs), specifically within relevant cell types. JDM-associated m<sup>6</sup>A-SNPs were identified from the GWAS summary dataset. The correlation between m<sup>6</sup>A-SNPs and gene expression was assessed through bulk tissue and single-cell eQTL analyses. To further investigate the relationship between gene expression and JDM, Mendelian randomization analysis was employed. Additionally, differential expression analyses were conducted on bulk tissues, as well as single-cell transcriptomic data comprising 6 JDM patients and 11 juvenile controls (99,396 cells). Seven m<sup>6</sup>A-SNPs associated with JDM were identified. Bulk tissue analysis revealed differential expression of <i>HLA-DPA1</i>, <i>HLA-DPB1</i>, <i>MICB</i>, <i>HLA-A</i>, <i>HLA-F</i>, <i>HLA-DQB2</i>, <i>HLA-DRB5</i>, <i>TAP2</i>, <i>PSMB9</i>, <i>MICA</i>, <i>AIF1</i>, and <i>DDX39B</i> influenced by m<sup>6</sup>A-SNPs, all showing associations with JDM in both differential expression and Mendelian randomization analyses. In single-cell analysis, the six m<sup>6</sup>A-SNPs within the HLA locus acted as cell-type-specific eQTLs, correlating with the expression of <i>HLA-A</i>, <i>HLA-B</i>, <i>HLA-C</i>, <i>HLA-DPB1</i>, <i>HLA-DQA1</i>, <i>HLA-DQB1</i> and <i>HLA-DRB1</i> in myeloid, T or B cells. Notably, these genes displayed abnormal expression in T, B, and myeloid cells of JDM patients. The present study identified m<sup>6</sup>A-SNPs within JDM susceptibility genes, shedding light on the intricate interplay between m<sup>6</sup>A-SNPs, gene expression, and JDM.</p>","PeriodicalId":8688,"journal":{"name":"Autoimmunity","volume":"57 1","pages":"2419117"},"PeriodicalIF":3.3000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-wide identification of cell type-specific susceptibility genes for Juvenile dermatomyositis through the analysis of N<sup>6</sup>-methyladenosine-associated SNPs.\",\"authors\":\"Huan Zhang, Kedi Fan, Zhentao Zhang, Yufan Guo, Xingbo Mo\",\"doi\":\"10.1080/08916934.2024.2419117\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Genome-wide association studies (GWASs) have pinpointed genetic loci associated with juvenile dermatomyositis (JDM). Functional genes within the GWAS loci may be cell type-specific, but their identity remains largely unknown. N<sup>6</sup>-methyladenosine (m<sup>6</sup>A) plays a pivotal role in regulating various cellular processes and is linked to autoimmune diseases. This study aimed to underscore the potential functional genes within the GWAS loci through the analysis of m<sup>6</sup>A-associated SNPs (m<sup>6</sup>A-SNPs), specifically within relevant cell types. JDM-associated m<sup>6</sup>A-SNPs were identified from the GWAS summary dataset. The correlation between m<sup>6</sup>A-SNPs and gene expression was assessed through bulk tissue and single-cell eQTL analyses. To further investigate the relationship between gene expression and JDM, Mendelian randomization analysis was employed. Additionally, differential expression analyses were conducted on bulk tissues, as well as single-cell transcriptomic data comprising 6 JDM patients and 11 juvenile controls (99,396 cells). Seven m<sup>6</sup>A-SNPs associated with JDM were identified. Bulk tissue analysis revealed differential expression of <i>HLA-DPA1</i>, <i>HLA-DPB1</i>, <i>MICB</i>, <i>HLA-A</i>, <i>HLA-F</i>, <i>HLA-DQB2</i>, <i>HLA-DRB5</i>, <i>TAP2</i>, <i>PSMB9</i>, <i>MICA</i>, <i>AIF1</i>, and <i>DDX39B</i> influenced by m<sup>6</sup>A-SNPs, all showing associations with JDM in both differential expression and Mendelian randomization analyses. In single-cell analysis, the six m<sup>6</sup>A-SNPs within the HLA locus acted as cell-type-specific eQTLs, correlating with the expression of <i>HLA-A</i>, <i>HLA-B</i>, <i>HLA-C</i>, <i>HLA-DPB1</i>, <i>HLA-DQA1</i>, <i>HLA-DQB1</i> and <i>HLA-DRB1</i> in myeloid, T or B cells. Notably, these genes displayed abnormal expression in T, B, and myeloid cells of JDM patients. The present study identified m<sup>6</sup>A-SNPs within JDM susceptibility genes, shedding light on the intricate interplay between m<sup>6</sup>A-SNPs, gene expression, and JDM.</p>\",\"PeriodicalId\":8688,\"journal\":{\"name\":\"Autoimmunity\",\"volume\":\"57 1\",\"pages\":\"2419117\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2024-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Autoimmunity\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/08916934.2024.2419117\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/10/24 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Autoimmunity","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/08916934.2024.2419117","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/24 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
Genome-wide identification of cell type-specific susceptibility genes for Juvenile dermatomyositis through the analysis of N6-methyladenosine-associated SNPs.
Genome-wide association studies (GWASs) have pinpointed genetic loci associated with juvenile dermatomyositis (JDM). Functional genes within the GWAS loci may be cell type-specific, but their identity remains largely unknown. N6-methyladenosine (m6A) plays a pivotal role in regulating various cellular processes and is linked to autoimmune diseases. This study aimed to underscore the potential functional genes within the GWAS loci through the analysis of m6A-associated SNPs (m6A-SNPs), specifically within relevant cell types. JDM-associated m6A-SNPs were identified from the GWAS summary dataset. The correlation between m6A-SNPs and gene expression was assessed through bulk tissue and single-cell eQTL analyses. To further investigate the relationship between gene expression and JDM, Mendelian randomization analysis was employed. Additionally, differential expression analyses were conducted on bulk tissues, as well as single-cell transcriptomic data comprising 6 JDM patients and 11 juvenile controls (99,396 cells). Seven m6A-SNPs associated with JDM were identified. Bulk tissue analysis revealed differential expression of HLA-DPA1, HLA-DPB1, MICB, HLA-A, HLA-F, HLA-DQB2, HLA-DRB5, TAP2, PSMB9, MICA, AIF1, and DDX39B influenced by m6A-SNPs, all showing associations with JDM in both differential expression and Mendelian randomization analyses. In single-cell analysis, the six m6A-SNPs within the HLA locus acted as cell-type-specific eQTLs, correlating with the expression of HLA-A, HLA-B, HLA-C, HLA-DPB1, HLA-DQA1, HLA-DQB1 and HLA-DRB1 in myeloid, T or B cells. Notably, these genes displayed abnormal expression in T, B, and myeloid cells of JDM patients. The present study identified m6A-SNPs within JDM susceptibility genes, shedding light on the intricate interplay between m6A-SNPs, gene expression, and JDM.
期刊介绍:
Autoimmunity is an international, peer reviewed journal that publishes articles on cell and molecular immunology, immunogenetics, molecular biology and autoimmunity. Current understanding of immunity and autoimmunity is being furthered by the progress in new molecular sciences that has recently been little short of spectacular. In addition to the basic elements and mechanisms of the immune system, Autoimmunity is interested in the cellular and molecular processes associated with systemic lupus erythematosus, rheumatoid arthritis, Sjogren syndrome, type I diabetes, multiple sclerosis and other systemic and organ-specific autoimmune disorders. The journal reflects the immunology areas where scientific progress is most rapid. It is a valuable tool to basic and translational researchers in cell biology, genetics and molecular biology of immunity and autoimmunity.