首页> 美国卫生研究院文献>Frontiers in Immunology >An in silico Approach Reveals Associations between Genetic and Epigenetic Factors within Regulatory Elements in B Cells from Primary Sjögren’s Syndrome Patients
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An in silico Approach Reveals Associations between Genetic and Epigenetic Factors within Regulatory Elements in B Cells from Primary Sjögren’s Syndrome Patients

机译:计算机方法揭示原发性干燥综合征患者B细胞调节元件内遗传和表观遗传因素之间的关联

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摘要

Recent advances in genetics have highlighted several regions and candidate genes associated with primary Sjögren’s syndrome (SS), a systemic autoimmune epithelitis that combines exocrine gland dysfunctions, and focal lymphocytic infiltrations. In addition to genetic factors, it is now clear that epigenetic deregulations are present during SS and restricted to specific cell type subsets, such as lymphocytes and salivary gland epithelial cells. In this study, 72 single nucleotide polymorphisms (SNPs) associated with 43 SS gene risk factors were selected from publicly available and peer reviewed literature for further in silico analysis. SS risk variant location was tested revealing a broad distribution in coding sequences (5.6%), intronic sequences (55.6%), upstream/downstream genic regions (30.5%), and intergenic regions (8.3%). Moreover, a significant enrichment of regulatory motifs (promoter, enhancer, insulator, DNAse peak, and expression quantitative trait loci) characterizes SS risk variants (94.4%). Next, screening SNPs in high linkage disequilibrium (r2 ≥ 0.8 in Caucasians) revealed 645 new variants including 5 SNPs with missense mutations, and indicated an enrichment of transcriptionally active motifs according to the cell type (B cells > monocytes > T cells ≫ A549). Finally, we looked at SS risk variants for histone markers in B cells (GM12878), monocytes (CD14+) and epithelial cells (A548). Active histone markers were associated with SS risk variants at both promoters and enhancers in B cells, and within enhancers in monocytes. In conclusion and based on the obtained in silico results that need further confirmation, associations were observed between SS genetic risk factors and epigenetic factors and these associations predominate in B cells, such as those observed at the FAM167A–BLK locus.
机译:遗传学的最新进展突出了与原发性干燥综合征(SS)相关的几个区域和候选基因,SS是一种全身性自身免疫性上皮炎,结合了外分泌腺功能障碍和局灶性淋巴细胞浸润。除遗传因素外,现在清楚的是,表观遗传失调存在于SS期间,并且仅限于特定的细胞类型子集,例如淋巴细胞和唾液腺上皮细胞。在这项研究中,从公开可获得的和同行评审的文献中选择了与43个SS基因危险因素相关的72个单核苷酸多态性(SNP),以进行进一步的计算机分析。测试了SS风险变异体的位置,发现其在编码序列(5.6%),内含子序列(55.6%),上游/下游基因区域(30.5%)和基因间区域(8.3%)中分布广泛。此外,大量的调节基序(启动子,增强子,绝缘子,DNAse峰和表达定量性状基因座)是SS风险变异的特征(94.4%)。接下来,在高连锁不平衡状态下筛选SNP(白种人,r 2 ≥0.8)显示645个新变异,包括5个错义突变的SNP,并表明根据细胞类型(B细胞)转录活性基序的富集>单核细胞> T细胞≫ A549)。最后,我们研究了B细胞(GM12878),单核细胞(CD14 + )和上皮细胞(A548)中组蛋白标志物的SS风险变异。活性组蛋白标记物与B细胞中启动子和增强子以及单核细胞中增强子内的SS风险变异有关。总之,基于获得的需要进一步证实的计算机模拟结果,观察到SS遗传危险因素与表观遗传因素之间的关联,并且这些关联在B细胞中占主导地位,例如在FAM167A–BLK基因座中观察到的关联。

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