1Department of Biostatistics, Boston University School of Public Health, Boston, MA.
2Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY.
Diabetes Care. 2022 Jan 1;45(1):232-240. doi: 10.2337/dc21-1284.
LDL cholesterol (LDLc)-lowering drugs modestly increase body weight and type 2 diabetes risk, but the extent to which the diabetogenic effect of lowering LDLc is mediated through increased BMI is unknown.
We conducted summary-level univariable and multivariable Mendelian randomization (MR) analyses in 921,908 participants to investigate the effect of lowering LDLc on type 2 diabetes risk and the proportion of this effect mediated through BMI. We used data from 92,532 participants from 14 observational studies to replicate findings in individual-level MR analyses.
A 1-SD decrease in genetically predicted LDLc was associated with increased type 2 diabetes odds (odds ratio [OR] 1.12 [95% CI 1.01, 1.24]) and BMI (β = 0.07 SD units [95% CI 0.02, 0.12]) in univariable MR analyses. The multivariable MR analysis showed evidence of an indirect effect of lowering LDLc on type 2 diabetes through BMI (OR 1.04 [95% CI 1.01, 1.08]) with a proportion mediated of 38% of the total effect (P = 0.03). Total and indirect effect estimates were similar across a number of sensitivity analyses. Individual-level MR analyses confirmed the indirect effect of lowering LDLc on type 2 diabetes through BMI with an estimated proportion mediated of 8% (P = 0.04).
These findings suggest that the diabetogenic effect attributed to lowering LDLc is partially mediated through increased BMI. Our results could help advance understanding of adipose tissue and lipids in type 2 diabetes pathophysiology and inform strategies to reduce diabetes risk among individuals taking LDLc-lowering medications.
降低 LDL 胆固醇(LDLc)的药物会适度增加体重和 2 型糖尿病风险,但降低 LDLc 的致糖尿病作用在多大程度上通过 BMI 增加来介导尚不清楚。
我们在 921908 名参与者中进行了汇总水平的单变量和多变量孟德尔随机化(MR)分析,以研究降低 LDLc 对 2 型糖尿病风险的影响,以及通过 BMI 介导的这种影响的比例。我们使用来自 14 项观察性研究的 92532 名参与者的数据,在个体水平 MR 分析中复制发现。
在单变量 MR 分析中,通过遗传预测 LDLc 降低 1-SD 与 2 型糖尿病几率增加相关(比值比 [OR] 1.12 [95% CI 1.01,1.24])和 BMI(β = 0.07 SD 单位 [95% CI 0.02,0.12])。多变量 MR 分析表明,通过 BMI 降低 LDLc 对 2 型糖尿病有间接影响(OR 1.04 [95% CI 1.01,1.08]),间接影响占总效应的 38%(P = 0.03)。在多项敏感性分析中,总效应和间接效应估计值相似。个体水平的 MR 分析证实了通过 BMI 降低 LDLc 对 2 型糖尿病的间接影响,估计间接影响占 8%(P = 0.04)。
这些发现表明,归因于降低 LDLc 的致糖尿病作用部分通过 BMI 介导。我们的结果可以帮助深入了解 2 型糖尿病发病机制中的脂肪组织和脂质,并为降低服用 LDLc 降低药物的个体的糖尿病风险提供策略。