Department of Mathematics, Statistics, and Computer Science, Dordt College, Sioux Center, IA 51250, USA.
Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, 02153, USA.
Nutrients. 2017 Aug 18;9(8):900. doi: 10.3390/nu9080900.
Numerous genetic loci have been identified as being associated with circulating fatty acid (FA) levels and/or inflammatory biomarkers of cardiovascular health (e.g., C-reactive protein). Recently, using red blood cell (RBC) FA data from the Framingham Offspring Study, we conducted a genome-wide association study of over 2.5 million single nucleotide polymorphisms (SNPs) and 22 RBC FAs (and associated ratios), including the four Omega-3 FAs (ALA, DHA, DPA, and EPA). Our analyses identified numerous causal loci. In this manuscript, we investigate the extent to which polyunsaturated fatty acid (PUFA) levels moderate the relationship of genetics to cardiovascular health biomarkers using a genome-wide interaction study approach. In particular, we test for possible gene-FA interactions on 9 inflammatory biomarkers, with 2.5 million SNPs and 12 FAs, including all Omega-3 PUFAs. We identified eighteen novel loci, including loci which demonstrate strong evidence of modifying the impact of heritable genetics on biomarker levels, and subsequently cardiovascular health. The identified genes provide increased clarity on the biological functioning and role of Omega-3 PUFAs, as well as other common fatty acids, in cardiovascular health, and suggest numerous candidate loci for future replication and biological characterization.
许多遗传位点已被确定与循环脂肪酸 (FA) 水平和/或心血管健康的炎症生物标志物(如 C 反应蛋白)相关。最近,我们使用弗雷明汉后代研究中的红细胞 (RBC) FA 数据,对超过 250 万个单核苷酸多态性 (SNP) 和 22 种 RBC FA(及其相关比例)进行了全基因组关联研究,包括四种 Omega-3 FA(ALA、DHA、DPA 和 EPA)。我们的分析确定了许多因果位点。在本手稿中,我们使用全基因组相互作用研究方法,研究多不饱和脂肪酸 (PUFA) 水平在多大程度上调节遗传与心血管健康生物标志物之间的关系。具体来说,我们在 9 个炎症生物标志物上测试了可能的基因-FA 相互作用,涉及 250 万个 SNP 和 12 种 FA,包括所有 Omega-3 PUFAs。我们确定了十八个新的位点,包括那些强烈表明可以改变遗传因素对生物标志物水平影响的位点,以及随后对心血管健康的影响。鉴定的基因增加了对 Omega-3 PUFAs 以及其他常见脂肪酸在心血管健康中的生物学功能和作用的了解,并为未来的复制和生物学特征提供了许多候选基因位点。