Murk William, DeWan Andrew T
Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College St., New Haven, CT, 06510, USA.
BMC Genet. 2016 Jul 7;17(1):102. doi: 10.1186/s12863-016-0376-3.
Many studies have attempted to identify gene-gene interactions affecting asthma susceptibility. However, these studies have typically used candidate gene approaches in limiting the genetic search space, and there have been few searches for gene-gene interactions on a genome-wide scale. We aimed to conduct a genome-wide gene-gene interaction study for asthma, using data from the GABRIEL Consortium.
A two-stage study design was used, including a screening analysis (N = 1625 subjects) and a follow-up analysis (N = 5264 subjects). In the screening analysis, all pairwise interactions among 301,547 SNPs were evaluated, encompassing a total of 4.55 × 10(10) interactions. Those with a screening interaction p-value < 10(-5) were evaluated in the follow-up analysis. No interaction selected from the screening analysis met strict statistical significance in the follow-up (p-value < 1.45 × 10(-7)). However, the top-ranked interaction (rs910652 [20p13] × rs11684871 [2q14]) in the follow-up (p-value = 1.58 × 10(-6)) was significant in one component of a replication analysis. This interaction was notable in that rs910652 is located within 78 kilobases of ADAM33, which is one of the most well studied asthma susceptibility genes. In addition, rs11684871 is located in or near GLI2, which may have biologically relevant roles in asthma.
Using a genome-wide approach, we identified and found suggestive evidence of replication for a gene-gene interaction in asthma involving loci that are potentially highly relevant in asthma pathogenesis.
许多研究试图确定影响哮喘易感性的基因-基因相互作用。然而,这些研究通常采用候选基因方法来限制基因搜索空间,很少有在全基因组范围内搜索基因-基因相互作用的研究。我们旨在利用来自GABRIEL联盟的数据,开展一项针对哮喘的全基因组基因-基因相互作用研究。
采用两阶段研究设计,包括筛选分析(N = 1625名受试者)和随访分析(N = 5264名受试者)。在筛选分析中,评估了301,547个单核苷酸多态性(SNP)之间的所有成对相互作用,总共涉及4.55×10¹⁰个相互作用。筛选相互作用p值<10⁻⁵的那些相互作用在随访分析中进行评估。在随访中,从筛选分析中选出的相互作用均未达到严格的统计学显著性(p值<1.45×10⁻⁷)。然而,随访中排名最高的相互作用(rs910652 [20p13]×rs11684871 [2q14])(p值 = 1.58×10⁻⁶)在一项重复分析的一个组分中具有显著性。这种相互作用值得注意,因为rs910652位于ADAM33的78千碱基范围内,ADAM33是研究最深入的哮喘易感性基因之一。此外,rs11684871位于GLI2内或其附近,GLI2可能在哮喘中具有生物学相关作用。
通过全基因组方法,我们鉴定并发现了哮喘中一个基因-基因相互作用的重复提示性证据,该相互作用涉及在哮喘发病机制中可能高度相关的位点。