Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
National Institute for Health Research Leicester Biomedical Research Centre, Leicester, UK.
Nat Genet. 2017 Sep;49(9):1385-1391. doi: 10.1038/ng.3913. Epub 2017 Jul 17.
Genome-wide association studies (GWAS) in coronary artery disease (CAD) had identified 66 loci at 'genome-wide significance' (P < 5 × 10) at the time of this analysis, but a much larger number of putative loci at a false discovery rate (FDR) of 5% (refs. 1,2,3,4). Here we leverage an interim release of UK Biobank (UKBB) data to evaluate the validity of the FDR approach. We tested a CAD phenotype inclusive of angina (SOFT; n = 10,801) as well as a stricter definition without angina (HARD; n = 6,482) and selected cases with the former phenotype to conduct a meta-analysis using the two most recent CAD GWAS. This approach identified 13 new loci at genome-wide significance, 12 of which were on our previous list of loci meeting the 5% FDR threshold, thus providing strong support that the remaining loci identified by FDR represent genuine signals. The 304 independent variants associated at 5% FDR in this study explain 21.2% of CAD heritability and identify 243 loci that implicate pathways in blood vessel morphogenesis as well as lipid metabolism, nitric oxide signaling and inflammation.
全基因组关联研究(GWAS)已在冠心病(CAD)中鉴定出 66 个在该分析时达到“全基因组显著水平”(P<5×10)的位点,但在假发现率(FDR)为 5%时有更多的假定位点。在此,我们利用英国生物库(UKBB)数据的临时版本来评估 FDR 方法的有效性。我们测试了包含心绞痛的 CAD 表型(SOFT;n=10801)以及没有心绞痛的更严格定义(HARD;n=6482),并选择前者表型的病例,使用最近的两项 CAD GWAS 进行荟萃分析。这种方法在全基因组显著水平上确定了 13 个新的位点,其中 12 个位于我们之前达到 5% FDR 阈值的 12 个位点列表中,从而有力地支持了 FDR 确定的其余位点代表真实信号。本研究中在 5% FDR 水平上独立相关的 304 个变体解释了 CAD 遗传率的 21.2%,并确定了 243 个与血管形态发生以及脂质代谢、一氧化氮信号和炎症途径相关的位点。