Interventional Cardiology and Cardiovascular Medicine Research, Department of Cardiology and Internal Medicine, Nicolaus Copernicus University, Bydgoszcz, Poland (E.P.N., K.G., J.K.).
Division of Cardiology and Department of Medicine (E.P.N., P.R.), University of Alberta, Edmonton, Canada.
Arterioscler Thromb Vasc Biol. 2023 Sep;43(9):e373-e380. doi: 10.1161/ATVBAHA.123.319297. Epub 2023 Jul 13.
Observational studies suggested that residual risk of cardiovascular events after LDL (low-density lipoprotein) cholesterol lowering may be linked to remnant cholesterol (RC). We conducted a large-scale Mendelian randomization study to investigate the causal role of RC to predict coronary artery disease (CAD), myocardial infarction (MI), and stroke risk.
We extracted single-nucleotide polymorphisms for RC and LDL from large-scale genome-wide association databases. We estimated the genetic association with outcomes from the CARDIoGRAMplusC4D consortium (Coronary Artery Disease Genome-Wide Replication and Meta-Analysis Plus the Coronary Artery Disease Genetics), the Metastroke consortium, as well as the GLGC (Global Lipids Genetics Consortium). Genetic variants were used as instruments, thereby minimizing residual confounding and reverse causation biases of observational studies.
By leveraging data from a combined sample of 958 434 participants, we found evidence for a significant causal effect of RC on the risk of CAD (odds ratio [OR], 1.51 per SD unit increase in RC [95% CI, 1.42-1.60]; =5.3×10), MI (OR, 1.57 [95% CI, 1.21-2.05]; =9.5×10), and stroke (OR, 1.23 [95% CI, 1.12-1.35]; =3.72×10). There was no evidence of pleiotropy. The effect of RC on CAD and MI remained consistent after accounting for the effects of RC-associated genetic variants on LDL cholesterol: OR, 1.49 (95% CI, 1.37-1.61) for CAD and OR, 1.80 (95% CI, 1.70-19.1) for MI without a meaningful indirect effect exerted on these outcomes via the LDL cholesterol mediator.
This large-scale Mendelian randomization study showed a robust genetic causal association between RC and cardiovascular outcomes. The effect on CAD and MI is independent of LDL cholesterol. Early screening for RC along with long-term inhibition of RC should be the focus of future therapeutic interventions.
观察性研究表明,低密度脂蛋白(LDL)胆固醇降低后心血管事件的残余风险可能与残余胆固醇(RC)有关。我们进行了一项大规模的孟德尔随机化研究,以调查 RC 预测冠心病(CAD)、心肌梗死(MI)和中风风险的因果作用。
我们从大规模全基因组关联数据库中提取 RC 和 LDL 的单核苷酸多态性。我们从 CARDIoGRAMplusC4D 联盟(冠状动脉疾病全基因组复制和荟萃分析加冠状动脉疾病遗传学)、Metastroke 联盟以及 GLGC(全球脂质遗传学联盟)中估计了与结果的遗传相关性。遗传变异被用作工具,从而最大限度地减少了观察性研究中的残余混杂和反向因果偏倚。
通过利用来自 958434 名参与者的合并样本数据,我们发现 RC 对 CAD 风险有显著的因果影响(优势比[OR],RC 每增加一个标准差单位,风险增加 1.51[95%置信区间,1.42-1.60];=5.3×10)、MI(OR,1.57[95%置信区间,1.21-2.05];=9.5×10)和中风(OR,1.23[95%置信区间,1.12-1.35];=3.72×10)。没有证据表明存在多效性。在考虑 RC 相关遗传变异对 LDL 胆固醇的影响后,RC 对 CAD 和 MI 的影响仍然一致:OR,CAD 为 1.49(95%置信区间,1.37-1.61);OR,MI 为 1.80(95%置信区间,1.70-19.1),而通过 LDL 胆固醇中介物对这些结果没有产生有意义的间接影响。
这项大规模的孟德尔随机化研究表明,RC 与心血管结局之间存在稳健的遗传因果关系。对 CAD 和 MI 的影响独立于 LDL 胆固醇。早期筛查 RC 并长期抑制 RC 应成为未来治疗干预的重点。