Vasan Ramachandran S, Larson Martin G, Aragam Jayashri, Wang Thomas J, Mitchell Gary F, Kathiresan Sekar, Newton-Cheh Christopher, Vita Joseph A, Keyes Michelle J, O'Donnell Christopher J, Levy Daniel, Benjamin Emelia J
The National Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, MA, USA.
BMC Med Genet. 2007 Sep 19;8 Suppl 1(Suppl 1):S2. doi: 10.1186/1471-2350-8-S1-S2.
Echocardiographic left ventricular (LV) measurements, exercise responses to standardized treadmill test (ETT) and brachial artery (BA) vascular function are heritable traits that are associated with cardiovascular disease risk. We conducted a genome-wide association study (GWAS) in the community-based Framingham Heart Study.
We estimated multivariable-adjusted residuals for quantitative echocardiography, ETT and BA function traits. Echocardiography residuals were averaged across 4 examinations and included LV mass, diastolic and systolic dimensions, wall thickness, fractional shortening, left atrial and aortic root size. ETT measures (single exam) included systolic blood pressure and heart rate responses during exercise stage 2, and at 3 minutes post-exercise. BA measures (single exam) included vessel diameter, flow-mediated dilation (FMD), and baseline and hyperemic flow responses. Generalized estimating equations (GEE), family-based association tests (FBAT) and variance-components linkage were used to relate multivariable-adjusted trait residuals to 70,987 SNPs (Human 100K GeneChip, Affymetrix) restricted to autosomal SNPs with minor allele frequency > or =0.10, genotype call rate > or =0.80, and Hardy-Weinberg equilibrium p > or = 0.001.
We summarize results from 17 traits in up to 1238 related middle-aged to elderly men and women. Results of all association and linkage analyses are web-posted at http://ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?id=phs000007 webcite. We confirmed modest-to-strong heritabilities (estimates 0.30-0.52) for several Echo, ETT and BA function traits. Overall, p < 10(-5) in either GEE or FBAT models were observed for 21 SNPs (nine for echocardiography, eleven for ETT and one for BA function). The top SNPs associated were (GEE results): LV diastolic dimension, rs1379659 (SLIT2, p = 1.1710(-7)); LV systolic dimension, rs10504543 (KCNB2, p = 5.1810(-6)); LV mass, rs10498091 (p = 5.6810(-6)); Left atrial size, rs1935881 (FAM5C, p = 6.5610(-6)); exercise heart rate, rs6847149 (NOLA1, p = 2.7410(-6)); exercise systolic blood pressure, rs2553268 (WRN, p = 6.310(-6)); BA baseline flow, rs3814219 (OBFC1, 9.4810(-7)), and FMD, rs4148686 (CFTR, p = 1.1310(-5)). Several SNPs are reasonable biological candidates, with some being related to multiple traits suggesting pleiotropy. The peak LOD score was for LV mass (4.38; chromosome 5); the 1.5 LOD support interval included NRG2.
In hypothesis-generating GWAS of echocardiography, ETT and BA vascular function in a moderate-sized community-based sample, we identified several SNPs that are candidates for replication attempts and we provide a web-based GWAS resource for the research community.
超声心动图测量左心室(LV)、标准化运动平板试验(ETT)的运动反应以及肱动脉(BA)血管功能是与心血管疾病风险相关的可遗传性状。我们在基于社区的弗雷明汉心脏研究中进行了一项全基因组关联研究(GWAS)。
我们估计了定量超声心动图、ETT和BA功能性状的多变量调整残差。超声心动图残差在4次检查中进行平均,包括左心室质量、舒张和收缩直径、壁厚、缩短分数、左心房和主动脉根部大小。ETT测量值(单次检查)包括运动第2阶段以及运动后3分钟时的收缩压和心率反应。BA测量值(单次检查)包括血管直径、血流介导的扩张(FMD)以及基线和充血血流反应。使用广义估计方程(GEE)、基于家系的关联检验(FBAT)和方差成分连锁分析,将多变量调整后的性状残差与70987个单核苷酸多态性(SNP)(人类100K基因芯片,Affymetrix)相关联,这些SNP限于常染色体SNP,其小等位基因频率≥0.10,基因型检出率≥0.80,且哈迪-温伯格平衡p≥0.001。
我们总结了多达1238名中年至老年男性和女性中17个性状的结果。所有关联和连锁分析的结果已发布在网页http://ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?id=phs000007 webcite上。我们证实了几个超声心动图、ETT和BA功能性状具有中度至高度遗传性(估计值为0.30 - 0.52)。总体而言,在GEE或FBAT模型中观察到21个SNP的p < 10^(-5)(超声心动图9个,ETT 11个,BA功能1个)。关联最显著的SNP(GEE结果)为:左心室舒张直径,rs1379659(SLIT2,p = 1.17×10^(-7));左心室收缩直径,rs10504543(KCNB2,p = 5.18×10^(-6));左心室质量,rs10498091(p = 5.68×10^(-6));左心房大小,rs1935881(FAM5C,p = 6.56×10^(-6));运动心率,rs6847149(NOLA1,p = 2.74×10^(-6));运动收缩压,rs2553268(WRN,p = 6.3×10^(-6));BA基线血流,rs3814219(OBFC1,9.48×10^(-7)),以及FMD,rs4148686(CFTR,p = 1.13×10^(-5))。几个SNP是合理的生物学候选基因,其中一些与多个性状相关,提示存在多效性。最高LOD得分为左心室质量(4.38;5号染色体);1.5 LOD支持区间包括NRG2。
在基于中等规模社区样本的超声心动图、ETT和BA血管功能的假设生成GWAS中,我们鉴定了几个可作为复制尝试候选基因的SNP,并为研究界提供了一个基于网页的GWAS资源。