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Genome wide association study of SNP- gene- and pathway-based approaches to identify genes influencing susceptibility to Staphylococcus aureus infections

机译:基于SNP基于基因和基于途径的方法的全基因组关联研究以鉴定影响金黄色葡萄球菌感染易感性的基因

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摘要

>Background: We conducted a genome-wide association study (GWAS) to identify specific genetic variants that underlie susceptibility to diseases caused by Staphylococcus aureus in humans.>Methods: Cases (n = 309) and controls (n = 2925) were genotyped at 508,921 single nucleotide polymorphisms (SNPs). Cases had at least one laboratory and clinician confirmed disease caused by S. aureus whereas controls did not. R-package (for SNP association), EIGENSOFT (to estimate and adjust for population stratification) and gene- (VEGAS) and pathway-based (DAVID, PANTHER, and Ingenuity Pathway Analysis) analyses were performed.>Results: No SNP reached genome-wide significance. Four SNPs exceeded the p < 10−5 threshold including two (rs2455012 and rs7152530) reaching a p-value < 10−7. The nearby genes were PDE4B (rs2455012), TXNRD2 (rs3804047), VRK1 and BCL11B (rs7152530), and PNPLA5 (rs470093). The top two findings from the gene-based analysis were NMRK2 (pgene = 1.20E-05), which codes an integrin binding molecule (focal adhesion), and DAPK3 (pgene = 5.10E-05), a serine/threonine kinase (apoptosis and cytokinesis). The pathway analyses identified epithelial cell responses to mechanical and non-mechanical stress.>Conclusion: We identified potential susceptibility genes for S. aureus diseases in this preliminary study but confirmation by other studies is needed. The observed associations could be relevant given the complexity of S. aureus as a pathogen and its ability to exploit multiple biological pathways to cause infections in humans.
机译:>背景:我们进行了全基因组关联研究(GWAS),以鉴定特定的遗传变异,这些变异是人类对金黄色葡萄球菌引起的疾病的易感性。>方法:病例(n = 309)和对照组(n = 2925)在508,921个单核苷酸多态性(SNP)上进行了基因分型。病例中至少有一名实验室和临床医生确认了由金黄色葡萄球菌引起的疾病,而对照组则没有。进行了R-package(用于SNP关联),EIGENSOFT(用于估计和调整人群分层)和基因(VEGAS)和基于路径(DAVID,PANTHER和Ingenuity Pathway Analysis)的分析。>结果:没有SNP达到全基因组意义。四个SNP超过p <10 -5 阈值,包括两个(rs2455012和rs7152530)达到p值<10 -7 。附近的基因是PDE4B(rs2455012),TXNRD2(rs3804047),VRK1和BCL11B(rs7152530)和PNPLA5(rs470093)。基于基因的分析的前两个发现是NMRK2(pgene = 1.20E-05)和DAPK3(p gene = 5.10E-05),NMRK2(pgene = 1.20E-05)编码一个整联蛋白结合分子(黏着斑)。 ,是一种丝氨酸/苏氨酸激酶(凋亡和胞质分裂)。通路分析确定了上皮细胞对机械和非机械应力的反应。>结论:我们确定了 S的潜在易感基因。这项初步研究中的金黄色葡萄球菌病,但需要其他研究的证实。考虑到 S的复杂性,观察到的关联可能是相关的。金黄色葡萄球菌作为病原体及其利用多种生物途径引起人类感染的能力。

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