Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, Guangzhou, GuangDong, PR China; Guangdong Engineering Research Center for Light and Health, Guangzhou Higher Education Mega Center, Guangzhou, GuangDong, PR China.
The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan 2nd Road, Yue Xiu, Guangzhou, 510080, GuangDong, PR China.
Nutr Metab Cardiovasc Dis. 2020 Feb 10;30(2):233-240. doi: 10.1016/j.numecd.2019.09.013. Epub 2019 Sep 16.
Evidence on the effect of omega-6 fats on coronary heart disease (CHD) risk remains inconclusive. We applied a network MR framework to determine the causal effects between omega-6 levels and CHD and the potential cholesterol metabolic risk factors (Total cholesterol, TC; Low-density lipoprotein cholesterol, LDL-C; High-density lipoprotein cholesterol, HDL-C; Triglycerides, TG) which might act as mediators in the link between omega-6 levels and CHD by integrating summary-level genome wide association study (GWAS) data.
Network MR analysis-an approach using genetic variants as the instrumental variables for both the exposure and mediator to infer causality was performed to examine the causal effects between omega-6 levels and CHD and cholesterol metabolic risk factors. Summary statistics from the Kettunen et al. 's consortium were used (n = 13506) for omega-6, CARDIoGRAMplusC4D consortium data were used (n = 184305) for CHD, and GLGC consortia data were used (n = 108363) for TC, LDL-C, HDL-C, and TG. The IVW method estimate indicated that the odds ratio (OR) (95% confidence interval [CI]) for CHD was 1.210 (1.118-1.310) per standard deviation increase in omega-6. Results were consistent in MR Egger method (OR, 1.418; 95% CI, 1.087-1.851; P = 0.050) and weighted median methods (OR, 1.239; 95% CI, 1.125-1.364; P = 0.000). Omega-6 was positively causal associated with TC, LDL-C, and TG but was not associated with HDL-C. Moreover, TC, LDL-C, and TG were positively associated with CHD.
Using a network MR framework, we provided evidence supporting a positive causal relationship between omega-6 and CHD, which might be partially mediated by TC, LDL-C, and TG.
关于ω-6 脂肪对冠心病(CHD)风险影响的证据仍不明确。我们应用网络 MR 框架,通过整合汇总水平全基因组关联研究(GWAS)数据,确定ω-6 水平与 CHD 之间的因果关系,并确定总胆固醇(TC)、低密度脂蛋白胆固醇(LDL-C)、高密度脂蛋白胆固醇(HDL-C)、甘油三酯(TG)等潜在胆固醇代谢风险因素在 ω-6 水平与 CHD 之间的联系中可能作为中介的作用,这些因素可能作为中介在 ω-6 水平与 CHD 之间的联系中起作用。
我们采用网络 MR 分析(一种使用遗传变异作为暴露和中介的工具变量来推断因果关系的方法),以检验 ω-6 水平与 CHD 和胆固醇代谢风险因素之间的因果关系。我们使用了 Kettunen 等人的研究结果(n=13506)进行 ω-6 的汇总统计,使用了 CARDIoGRAMplusC4D 联合会的数据(n=184305)进行 CHD 的汇总统计,使用了 GLGC 联合会的数据(n=108363)进行 TC、LDL-C、HDL-C 和 TG 的汇总统计。IVW 方法估计表明,每增加一个标准差的 ω-6,CHD 的比值比(OR)(95%置信区间[CI])为 1.210(1.118-1.310)。MR Egger 方法(OR,1.418;95%CI,1.087-1.851;P=0.050)和加权中位数方法(OR,1.239;95%CI,1.125-1.364;P=0.000)的结果一致。ω-6 与 TC、LDL-C 和 TG 呈正相关,但与 HDL-C 无关。此外,TC、LDL-C 和 TG 与 CHD 呈正相关。
我们使用网络 MR 框架提供了证据支持 ω-6 与 CHD 之间存在正因果关系,这可能部分由 TC、LDL-C 和 TG 介导。