Department of Genetics, University of Pennsylvania, School of Medicine, Philadelphia, Pennsylvania, USA.
PLoS One. 2012;7(12):e50198. doi: 10.1371/journal.pone.0050198. Epub 2012 Dec 7.
Meta-analyses of European populations has successfully identified genetic variants in over 100 loci associated with lipid levels, but our knowledge in other ethnicities remains limited. To address this, we performed dense genotyping of ∼2,000 candidate genes in 7,657 African Americans, 1,315 Hispanics and 841 East Asians, using the IBC array, a custom ∼50,000 SNP genotyping array. Meta-analyses confirmed 16 lipid loci previously established in European populations at genome-wide significance level, and found multiple independent association signals within these lipid loci. Initial discovery and in silico follow-up in 7,000 additional African American samples, confirmed two novel loci: rs5030359 within ICAM1 is associated with total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) (p = 8.8×10(-7) and p = 1.5×10(-6) respectively) and a nonsense mutation rs3211938 within CD36 is associated with high-density lipoprotein cholesterol (HDL-C) levels (p = 13.5×10(-12)). The rs3211938-G allele, which is nearly absent in European and Asian populations, has been previously found to be associated with CD36 deficiency and shows a signature of selection in Africans and African Americans. Finally, we have evaluated the effect of SNPs established in European populations on lipid levels in multi-ethnic populations and show that most known lipid association signals span across ethnicities. However, differences between populations, especially differences in allele frequency, can be leveraged to identify novel signals, as shown by the discovery of ICAM1 and CD36 in the current report.
对欧洲人群的荟萃分析已经成功鉴定了超过 100 个与脂质水平相关的基因变异,但我们对其他种族的了解仍然有限。为了解决这个问题,我们使用 IBC 阵列(一种定制的约 50000 SNP 基因分型阵列)对 7657 名非裔美国人、1315 名西班牙裔和 841 名东亚人进行了约 2000 个候选基因的密集基因分型。荟萃分析证实了 16 个先前在欧洲人群中建立的与脂质相关的基因组范围内显著的基因座,并且在这些脂质基因座中发现了多个独立的关联信号。在另外 7000 个非裔美国人样本中的初步发现和计算机模拟随访,证实了两个新的基因座:ICAM1 内的 rs5030359 与总胆固醇(TC)和低密度脂蛋白胆固醇(LDL-C)相关(p=8.8×10(-7)和 p=1.5×10(-6)),CD36 内的无意义突变 rs3211938 与高密度脂蛋白胆固醇(HDL-C)水平相关(p=13.5×10(-12))。该 rs3211938-G 等位基因在欧洲和亚洲人群中几乎不存在,先前发现与 CD36 缺乏相关,并在非洲人和非裔美国人中表现出选择的特征。最后,我们评估了在多民族人群中建立的欧洲人群的 SNP 对脂质水平的影响,并表明大多数已知的脂质关联信号跨越种族。然而,人群之间的差异,特别是等位基因频率的差异,可以被利用来发现新的信号,正如本报告中发现的 ICAM1 和 CD36 所表明的那样。