SGLT2 Inhibition, Choline Metabolites, and Cardiometabolic Diseases: A Mediation Mendelian Randomization Study

被引:56
作者
Xu, Min [1 ,2 ]
Zheng, Jie [1 ,2 ,3 ]
Hou, Tianzhichao [1 ,2 ]
Lin, Hong [1 ,2 ]
Wang, Tiange [1 ,2 ]
Wang, Shuangyuan [1 ,2 ]
Lu, Jieli [1 ,2 ]
Zhao, Zhiyun [1 ,2 ]
Li, Mian [1 ,2 ]
Xu, Yu [1 ,2 ]
Ning, Guang [1 ,2 ]
Bi, Yufang [1 ,2 ]
Wang, Weiqing [1 ,2 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Endocrine & Metab Dis, Shanghai Inst Endocrine & Metab Dis, Ruijin Hosp,Sch Med, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Natl Clin Res Ctr Metab Dis, Key Lab Endocrine & Metab Dis, Natl Hlth Commiss Peoples Republ China,Ruijin Hos, Shanghai, Peoples R China
[3] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit, Bristol, England
基金
英国惠康基金; 中国国家自然科学基金;
关键词
GENOME-WIDE ASSOCIATION; CARDIOVASCULAR OUTCOMES; DIABETES-MELLITUS; RISK-FACTORS; EMPAGLIFLOZIN; PHOSPHATIDYLCHOLINE; LOCI;
D O I
10.2337/dc22-0323
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE To investigate the causal role of choline metabolites mediating sodium-glucose cotransporter 2 (SGLT2) inhibition in coronary artery disease (CAD) and type 2 diabetes (T2D) using Mendelian randomization (MR). RESEARCH DESIGN AND METHODS A two-sample two-step MR was used to determine 1) causal effects of SGLT2 inhibition on CAD and T2D; 2) causal effects of three choline metabolites, total choline, phosphatidylcholine, and glycine, on CAD and T2D; and 3) mediation effects of these metabolites. Genetic proxies for SGLT2 inhibition were identified as variants in the SLC5A2 gene that were associated with both levels of gene expression and hemoglobin A(1c). Summary statistics for metabolites were from UK Biobank, CAD from CARDIoGRAMplusC4D (Coronary ARtery DIsease Genome wide Replication and Meta-analysis [CARDIoGRAM] plus The Coronary Artery Disease [C4D] Genetics) consortium, and T2D from DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) and the FinnGen study. RESULTS SGLT2 inhibition (per 1 SD, 6.75 mmol/mol [1.09%] lowering of HbA1c) was associated with lower risk of T2D and CAD (odds ratio [OR] 0.25 [95% CI 0.12, 0.54], and 0.51 [0.28, 0.94], respectively) and positively with total choline (beta 0.39 [95% CI 0.06, 0.72]), phosphatidylcholine (0.40 [0.13, 0.67]), and glycine (0.34 [0.05, 0.63]). Total choline (OR 0.78 [95% CI 0.68, 0.89]) and phosphatidylcholine (OR 0.81 [0.72, 0.91]) were associated with T2D but not with CAD, while glycine was associated with CAD (0.94 [0.91, 0.98]) but not with T2D. Mediation analysis showed evidence of indirect effect of SGLT2 inhibition on T2D through total choline (0.91 [0.83, 0.99]) and phosphatidylcholine (0.93 [0.87, 0.99]) with a mediated proportion of 8% and 5% of the total effect, respectively, and on CAD through glycine (0.98 [0.96, 1.00]) with a mediated proportion of 2%. The results were well validated in at least one independent data set. CONCLUSIONS Our study identified the causal roles of SGLT2 inhibition in choline metabolites. SGLT2 inhibition may influence T2D and CAD through different choline metabolites.
引用
收藏
页码:2718 / 2728
页数:11
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