Amsterdam UMC location Vrije Universiteit Amsterdam Epidemiology and Data Science Amsterdam The Netherlands.
Amsterdam Cardiovascular Sciences Amsterdam The Netherlands.
J Am Heart Assoc. 2022 Aug 16;11(16):e025644. doi: 10.1161/JAHA.122.025644. Epub 2022 Aug 5.
Background We investigated the causal associations between the genetic liability to cardiovascular and lifestyle risk factors and peripheral artery disease (PAD), using a Mendelian randomization approach. Methods and Results We performed a 2-sample inverse-variance weighted Mendelian randomization analysis, multiple sensitivity analyses to assess pleiotropy and multivariate Mendelian randomization analyses to assess mediating/confounding factors. European-ancestry genomic summary data (<5×10) for type 2 diabetes, lipid-fractions, smoking, alcohol and coffee consumption, physical activity, sleep, and education level were selected. Genetic associations with PAD were extracted from the Million-Veteran-Program genome-wide association studies (cases=31 307, controls=211 753, 72% European-ancestry) and the GoLEAD-SUMMIT genome-wide association studies (11 independent genome-wide association studies, European-ancestry, cases=12 086, controls=449 548). Associations were categorized as robust (Bonferroni-significant (<0.00294), consistent over PAD-cohorts/sensitivity analyses), suggestive ( value: 0.00294-0.05, associations in 1 PAD-cohort/inconsistent sensitivity analyses) or not present. Robust evidence for genetic liability to type 2 diabetes, smoking, insomnia, and inverse associations for higher education level with PAD were found. Suggestive evidence for the genetic liability to higher low-density lipoprotein cholesterol, triglyceride-levels, alcohol consumption, and inverse associations for high-density lipoprotein cholesterol, and increased sleep duration were found. No associations were found for physical activity and coffee consumption. However, effects fully attenuated for low-density lipoprotein cholesterol and triglycerides after correcting for apoB, and for insomnia after correcting for body mass index and lipid-fractions. Nonsignificant attenuation by potential mediators was observed for education level and type 2 diabetes. Conclusions Detrimental effects of smoking and type 2 diabetes, but not of low-density lipoprotein cholesterol and triglycerides, on PAD were confirmed. Lower education level and insomnia were identified as novel risk factors for PAD; however, complete mediation for insomnia and incomplete mediation for education level by downstream risk factors was observed.
背景 我们采用孟德尔随机化方法研究了心血管和生活方式风险因素的遗传易感性与外周动脉疾病(PAD)之间的因果关系。
方法和结果 我们进行了两样本逆方差加权孟德尔随机化分析,进行了多种敏感性分析以评估偏倚,并进行了多变量孟德尔随机化分析以评估中介/混杂因素。选择了欧洲血统的 2 型糖尿病、血脂成分、吸烟、饮酒和咖啡消费、体力活动、睡眠和教育水平的<5×10 基因组汇总数据。从百万退伍军人计划全基因组关联研究(病例=31307,对照=211753,72%为欧洲血统)和 GoLEAD-SUMMIT 全基因组关联研究(11 项独立的全基因组关联研究,欧洲血统,病例=12086,对照=449548)中提取与 PAD 相关的遗传关联。将关联分为稳健(Bonferroni 显著(<0.00294),在 PAD 队列/敏感性分析中一致)、提示( 值:0.00294-0.05,在 1 个 PAD 队列/不一致的敏感性分析中有关联)或不存在。发现与 2 型糖尿病、吸烟、失眠以及与较高教育程度呈反比的遗传易感性与 PAD 之间存在稳健的证据。发现与较高的低密度脂蛋白胆固醇、甘油三酯水平、饮酒以及与高密度脂蛋白胆固醇呈反比的遗传易感性以及与睡眠时长增加呈反比的遗传易感性存在提示性证据。未发现体力活动和咖啡消费与 PAD 之间存在关联。然而,在校正载脂蛋白 B 后,低密度脂蛋白胆固醇和甘油三酯的影响完全减弱,在校正体重指数和血脂成分后,失眠的影响减弱。教育程度和 2 型糖尿病的潜在中介物的影响无显著减弱。
结论 证实了吸烟和 2 型糖尿病对 PAD 的有害影响,但低密度脂蛋白胆固醇和甘油三酯没有影响。较低的教育程度和失眠被确定为 PAD 的新危险因素;然而,失眠完全由下游危险因素介导,而教育程度不完全由其介导。