Health Services Research and Biostatistics Unit, Division of Research, Singapore General Hospital, Singapore, Singapore.
PLoS One. 2013 Sep 5;8(9):e75041. doi: 10.1371/journal.pone.0075041. eCollection 2013.
Genome Wide Association Studies (GWASs) have identified trait-associated polymorphisms via a hypothesis-free approach. However, it is challenging when attempting to reproduce GWAS findings in different populations as it fundamentally relies on the similar patterns of linkage disequilibrium (LD) between the unknown causal variants and the genotyped single nucleotide polymorphisms (SNPs). To address this potential limitation, we examined the regional LD pattern of leucine-rich repeat kinase 2 (LRRK2) gene, which is responsible for both autosomal dominant and sporadic Parkinson's disease (PD), in Caucasians (CEU), Japanese (JPT) and Chinese (CHB) from HapMap and Chinese (CHS), Malays (MAS) and Indians (INS) from the Singapore Genome Variation Project (SGVP) utilizing the traditional heatmaps and targeted analysis of LRRK2 gene via Monte Carlo simulation through varLD scores of these ethnic groups. Both heatmaps and targeted analysis showed that LD pattern of JPT was different from that of INS (P=0.0001); while LD pattern of CEU was different from that in Asian except for INS (all P=0.0001). Our study suggests that there is a higher chance to detect associations between PD and those trait-associated SNPs of LRRK2 gene found in Caucasian studies in INS, while those found in Japanese studies are likely to be better replicated among CHB.
全基因组关联研究 (GWAS) 通过一种无假设的方法鉴定了与性状相关的多态性。然而,当试图在不同人群中重现 GWAS 发现时,这是具有挑战性的,因为它从根本上依赖于未知因果变异与已分型单核苷酸多态性 (SNP) 之间相似的连锁不平衡 (LD) 模式。为了解决这个潜在的局限性,我们检查了富含亮氨酸重复激酶 2 (LRRK2) 基因的区域 LD 模式,该基因负责常染色体显性和散发性帕金森病 (PD),在高加索人 (CEU)、日本人 (JPT) 和中国人 (CHB) 中来自 HapMap 和中国人 (CHS)、马来人 (MAS) 和印度人 (INS) 来自新加坡基因组变异项目 (SGVP),利用传统的热图和通过 Monte Carlo 模拟对 LRRK2 基因的靶向分析通过这些族群的 varLD 分数。热图和靶向分析均表明 JPT 的 LD 模式与 INS 的不同(P=0.0001);而 CEU 的 LD 模式与亚洲的不同,除了 INS(均 P=0.0001)。我们的研究表明,在 INS 中,在高加索人群研究中发现的 PD 与 LRRK2 基因的那些性状相关 SNP 之间存在关联的可能性更高,而在日本人研究中发现的 SNP 更有可能在 CHB 中得到更好的复制。