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全基因组关联研究分析银屑病和白塞病的全基因组途径。

Genome-wide pathway analysis of a genome-wide association study on psoriasis and Behcet's disease.

机构信息

Division of Rheumatology, Department of Internal Medicine, Korea University College of Medicine, Korea University Medical Center, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea.

出版信息

Mol Biol Rep. 2012 May;39(5):5953-9. doi: 10.1007/s11033-011-1407-9. Epub 2011 Dec 27.

Abstract

The aim of this study was to identify candidate causal single nucleotide polymorphisms (SNPs) and candidate causal mechanisms of psoriasis and Behcets's disease (BD) and to generate an SNP → gene → pathway hypothesis. A psoriasis genome-wide association study (GWAS) dataset that included 436,192 SNPs in 1,409 psoriasis cases and 1,436 controls of European descent and a BD GWAS dataset that contained 310,324 SNPs in 1,215 BD cases and 1,278 controls were used in this study. Identify candidate causal SNPs and pathways (ICSNPathway) analysis was applied to the GWAS datasets. ICSNPathway analysis identified 15 candidate causal SNPs and 28 candidate causal pathways. The top five candidate causal SNPs were rs1063478 (P = 1.45E-10), rs8084 (P = 2.20E-08), rs7192 (P = 5.18E-08), rs20541 (P = 5.30E-06), and rs1130838 (P = 5.65E-06), which with the exception of rs20541 [interleukin (IL)-13] are at human leukocyte antigen (HLA) loci. These candidate causal SNPs and pathways provided ten hypothetical biological mechanisms. The most strongly associated pathway concerned HLA. When HLA loci were excluded, ICSNPathway analysis provided one hypothetical biological mechanism. rs20541 (non_synonymous_coding) → IL-13 → dendritic cell involvement in the regulation of Th1 and Th2 development, and the GATA3 pathway. ICSNPathway analysis identified four candidate causal SNPs, eleven candidate causal pathways, and three hypothetical biological mechanisms. One of them was as follows: rs2072895 (non_synonymous_coding & splice-site) and rs2735059 (non_synonymous_coding) → HLA-F → type I diabetes mellitus, antigen processing and presentation, and autoimmune thyroid disease. The application of ICSNPathway analysis to GWAS dataset of psoriasis and BD resulted in the identification of candidate causal SNPs and candidate pathways that might contribute to psoriasis susceptibility.

摘要

本研究旨在确定银屑病和白塞病(BD)的候选因果单核苷酸多态性(SNP)和候选因果机制,并提出 SNP→基因→途径假说。本研究使用了一项银屑病全基因组关联研究(GWAS)数据集,其中包括 436,192 个 SNP,涉及 1,409 例银屑病病例和 1,436 名欧洲血统对照者,以及一项 BD GWAS 数据集,其中包含 310,324 个 SNP,涉及 1,215 例 BD 病例和 1,278 名对照者。该研究应用了 ICSNPathway 分析方法对 GWAS 数据集进行分析。ICSNPathway 分析鉴定出 15 个候选因果 SNP 和 28 个候选因果途径。前五个候选因果 SNP 是 rs1063478(P=1.45E-10)、rs8084(P=2.20E-08)、rs7192(P=5.18E-08)、rs20541(P=5.30E-06)和 rs1130838(P=5.65E-06),除 rs20541(白细胞介素(IL)-13)外,其余均位于人类白细胞抗原(HLA)基因座。这些候选因果 SNP 和途径提供了十个假设的生物学机制。关联最强的途径与 HLA 有关。当排除 HLA 基因座时,ICSNPathway 分析提供了一个假设的生物学机制。rs20541(非同义编码)→IL-13→树突状细胞参与调节 Th1 和 Th2 发育以及 GATA3 途径。ICSNPathway 分析鉴定出四个候选因果 SNP、十一个候选因果途径和三个假设的生物学机制。其中之一如下:rs2072895(非同义编码和剪接位点)和 rs2735059(非同义编码)→HLA-F→1 型糖尿病、抗原加工和呈递以及自身免疫性甲状腺疾病。将 ICSNPathway 分析应用于银屑病和 BD 的 GWAS 数据集,结果鉴定出可能导致银屑病易感性的候选因果 SNP 和候选途径。

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