Pierce Steven, Coetzee Gerhard A
Center for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI, United States.
PLoS One. 2017 Apr 13;12(4):e0175882. doi: 10.1371/journal.pone.0175882. eCollection 2017.
Genome-wide association studies (GWAS) have linked dozens of single nucleotide polymorphisms (SNPs) with Parkinson's disease (PD) risk. Ascertaining the functional and eventual causal mechanisms underlying these relationships has proven difficult. The majority of risk SNPs, and nearby SNPs in linkage disequilibrium (LD), are found in intergenic or intronic regions and confer risk through allele-dependent expression of multiple unknown target genes. Combining GWAS results with publicly available GTEx data, generated through eQTL (expression quantitative trait loci) identification studies, enables a direct association of SNPs to gene expression levels and aids in narrowing the large population of potential genetic targets for hypothesis-driven experimental cell biology. Separately, overlapping of SNPs with putative enhancer segmentations can strengthen target filtering. We report here the results of analyzing 7,607 PD risk SNPs along with an additional 23,759 high linkage disequilibrium-associated variants paired with eQTL gene expression. We found that enrichment analysis on the set of genes following target filtering pointed to a single large LD block at 6p21 that contained multiple HLA-MHC-II genes. These MHC-II genes remain associated with PD when the genes were filtered for correlation between GWAS significance and eQTL levels, strongly indicating a direct effect on PD etiology.
全基因组关联研究(GWAS)已将数十个单核苷酸多态性(SNP)与帕金森病(PD)风险联系起来。事实证明,确定这些关系背后的功能及最终的因果机制很困难。大多数风险SNP以及处于连锁不平衡(LD)状态的附近SNP位于基因间或内含子区域,并通过多个未知靶基因的等位基因依赖性表达赋予风险。将GWAS结果与通过表达定量性状位点(eQTL)鉴定研究生成的公开可用GTEx数据相结合,能够使SNP与基因表达水平直接关联,并有助于缩小用于假设驱动的实验细胞生物学的大量潜在遗传靶点范围。另外,SNP与推定增强子分割的重叠可以加强靶点筛选。我们在此报告了对7607个PD风险SNP以及另外23759个与高连锁不平衡相关的变异体与eQTL基因表达进行分析的结果。我们发现,对靶点筛选后得到的基因集进行富集分析指向6p21处的一个大LD块,其中包含多个HLA-MHC-II基因。当根据GWAS显著性与eQTL水平之间的相关性对这些基因进行筛选时,这些MHC-II基因仍与PD相关,强烈表明其对PD病因有直接影响。