Genome-wide association analysis of total cholesterol and high-density lipoprotein cholesterol levels using the Framingham Heart Study data

<p>Abstract</p> <p>Background</p> <p>Cholesterol concentrations in blood are related to cardiovascular diseases. Recent genome-wide association studies (GWAS) of cholesterol levels identified a number of single-locus effects on total cholesterol (TC) and high-density lipoprotein cholesterol (HDL-C) levels. Here, we report single-locus and epistasis SNP effects on TC and HDL-C using the Framingham Heart Study (FHS) data.</p> <p>Results</p> <p>Single-locus effects and pairwise epistasis effects of 432,096 SNP markers were tested for their significance on log-transformed TC and HDL-C levels. Twenty nine additive SNP effects reached single-locus genome-wide significance (p < 7.2 × 10^-8) and no dominance effect reached genome-wide significance. Two new gene regions were detected, the <it>RAB3GAP1-R3HDM1-LCT-MCM6 </it>region of chr02 for TC identified by six new SNPs, and the <it>OSBPL8-ZDHHC17 </it>region (chr12) for HDL-C identified by one new SNP. The remaining 22 single-locus SNP effects confirmed previously reported genes or gene regions. For TC, three SNPs identified two gene regions that were tightly linked with previously reported genes associated with TC, including rs599839 that was 10 bases downstream <it>PSRC1 </it>and 3.498 kb downstream <it>CELSR2</it>, rs4970834 in <it>CELSR2</it>, and rs4245791 in <it>ABCG8 </it>that slightly overlapped with <it>ABCG5</it>. For HDL-C, <it>LPL </it>was confirmed by 12 SNPs 8-45 kb downstream, <it>CETP </it>by two SNPs 0.5-11 kb upstream, and the <it>LIPG-ACAA2 </it>region by five SNPs inside this region. Two epistasis effects on TC and thirteen epistasis effects on HDL-C reached the significance of "suggestive linkage". The most significant epistasis effect (p = 5.72 × 10^-13) was close to reaching "significant linkage" and was a dominance × dominance effect of HDL-C between <it>LMBRD1 </it>(chr06) and the <it>LRIG3 </it>region (chr12), and this pair of gene regions had six other D × D effects with "suggestive linkage".</p> <p>Conclusions</p> <p>Genome-wide association analysis of the FHS data detected two new gene regions with genome-wide significance, detected epistatic SNP effects on TC and HDL-C with the significance of suggestive linkage in seven pairs of gene regions, and confirmed some previously reported gene regions associated with TC and HDL-C.</p