Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA.
BMC Med Genet. 2011 Aug 3;12:104. doi: 10.1186/1471-2350-12-104.
To date, nine Parkinson disease (PD) genome-wide association studies in North American, European and Asian populations have been published. The majority of studies have confirmed the association of the previously identified genetic risk factors, SNCA and MAPT, and two studies have identified three new PD susceptibility loci/genes (PARK16, BST1 and HLA-DRB5). In a recent meta-analysis of datasets from five of the published PD GWAS an additional 6 novel candidate genes (SYT11, ACMSD, STK39, MCCC1/LAMP3, GAK and CCDC62/HIP1R) were identified. Collectively the associations identified in these GWAS account for only a small proportion of the estimated total heritability of PD suggesting that an 'unknown' component of the genetic architecture of PD remains to be identified.
We applied a GWAS approach to a relatively homogeneous Ashkenazi Jewish (AJ) population from New York to search for both 'rare' and 'common' genetic variants that confer risk of PD by examining any SNPs with allele frequencies exceeding 2%. We have focused on a genetic isolate, the AJ population, as a discovery dataset since this cohort has a higher sharing of genetic background and historically experienced a significant bottleneck. We also conducted a replication study using two publicly available datasets from dbGaP. The joint analysis dataset had a combined sample size of 2,050 cases and 1,836 controls.
We identified the top 57 SNPs showing the strongest evidence of association in the AJ dataset (p < 9.9 × 10(-5)). Six SNPs located within gene regions had positive signals in at least one other independent dbGaP dataset: LOC100505836 (Chr3p24), LOC153328/SLC25A48 (Chr5q31.1), UNC13B (9p13.3), SLCO3A1(15q26.1), WNT3(17q21.3) and NSF (17q21.3). We also replicated published associations for the gene regions SNCA (Chr4q21; rs3775442, p = 0.037), PARK16 (Chr1q32.1; rs823114 (NUCKS1), p = 6.12 × 10(-4)), BST1 (Chr4p15; rs12502586, p = 0.027), STK39 (Chr2q24.3; rs3754775, p = 0.005), and LAMP3 (Chr3; rs12493050, p = 0.005) in addition to the two most common PD susceptibility genes in the AJ population LRRK2 (Chr12q12; rs34637584, p = 1.56 × 10(-4)) and GBA (Chr1q21; rs2990245, p = 0.015).
We have demonstrated the utility of the AJ dataset in PD candidate gene and SNP discovery both by replication in dbGaP datasets with a larger sample size and by replicating association of previously identified PD susceptibility genes. Our GWAS study has identified candidate gene regions for PD that are implicated in neuronal signalling and the dopamine pathway.
迄今为止,已有九项帕金森病(PD)全基因组关联研究在北美、欧洲和亚洲人群中发表。大多数研究都证实了先前确定的遗传风险因素 SNCA 和 MAPT 的关联性,两项研究还确定了三个新的 PD 易感性基因座/基因(PARK16、BST1 和 HLA-DRB5)。在最近对五项已发表 PD GWAS 数据集的荟萃分析中,又确定了 6 个新的候选基因(SYT11、ACMSD、STK39、MCCC1/LAMP3、GAK 和 CCDC62/HIP1R)。这些 GWAS 中确定的关联仅占 PD 总遗传率的一小部分,这表明 PD 的遗传结构中仍存在“未知”成分有待发现。
我们应用全基因组关联研究方法对来自纽约的相对同质的阿什肯纳兹犹太人(AJ)人群进行研究,通过检查任何等位基因频率超过 2%的 SNP,寻找可导致 PD 的“罕见”和“常见”遗传变异。我们专注于 AJ 人群作为一个遗传隔离群体,作为发现数据集,因为该队列具有更高的遗传背景共享度,并在历史上经历了显著的瓶颈。我们还使用 dbGaP 中的两个公开可用数据集进行了复制研究。联合分析数据集的样本量合计为 2050 例病例和 1836 例对照。
我们确定了 AJ 数据集中具有最强关联证据的前 57 个 SNP(p<9.9×10(-5))。六个位于基因区域内的 SNP 在至少一个其他独立的 dbGaP 数据集中具有阳性信号:LOC100505836(Chr3p24)、LOC153328/SLC25A48(Chr5q31.1)、UNC13B(9p13.3)、SLCO3A1(15q26.1)、WNT3(17q21.3)和 NSF(17q21.3)。我们还复制了已发表的与基因区域 SNCA(Chr4q21;rs3775442,p=0.037)、PARK16(Chr1q32.1;rs823114(NUCKS1),p=6.12×10(-4))、BST1(Chr4p15;rs12502586,p=0.027)、STK39(Chr2q24.3;rs3754775,p=0.005)和 LAMP3(Chr3;rs12493050,p=0.005)有关的关联,此外还包括 AJ 人群中两个最常见的 PD 易感性基因 LRRK2(Chr12q12;rs34637584,p=1.56×10(-4))和 GBA(Chr1q21;rs2990245,p=0.015)。
我们通过在具有更大样本量的 dbGaP 数据集中进行复制研究,以及复制先前确定的 PD 易感性基因的关联,证明了 AJ 数据集在 PD 候选基因和 SNP 发现方面的实用性。我们的 GWAS 研究确定了 PD 的候选基因区域,这些区域与神经元信号和多巴胺途径有关。