Lin Cheng-Chieh, Li Chia-Ing, Liu Chiu-Shong, Lin Chih-Hsueh, Yang Shing-Yu, Li Tsai-Chung
School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.
Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan.
Diabetol Metab Syndr. 2025 May 20;17(1):163. doi: 10.1186/s13098-025-01728-2.
This study aimed to examine the associations between visit-to-visit variability in fasting plasma glucose (FPG) and HbA1c with echocardiographic variables in patients with type 2 diabetes using epidemiologic and Mendelian randomization (MR) methods.
From January 2001 to December 2020, 2,326 (1,233 men and 1,093 women) subjects with type 2 diabetes who underwent echocardiography assessment were enrolled in the diabetes care management program of a medical center in Taiwan. The echocardiographic variables included those for cardiac structural, cardiac systolic, and diastolic function. Variability in FPG and HbA1c within one-year prior echocardiographic measurements was calculated using coefficient of variation (CV). A two-stage multivariable regression analysis was used to assess the causal relationship among FPG-CV, HbA1c-CV, and echocardiographic variables using 22 SNPs for FPG and 14 SNPs for HbA1c as instrumental variables.
A total of 2,326 participants were included, with a mean age of 64.5 years and 53.0% were men. Epidemiologic and MR analyses show the significant associations between left atrium diameter (LAD), left ventricular systolic diameter (LVSd), left ventricular mass (LVM), left ventricular ejection fraction (LVEF), E, and E/e' ratio with FPG variability. Significant associations between HbA1c variability and echocardiographic variables including LAD, E/e', and deceleration time identified in the epidemiologic approach became non-significant in the MR analysis when controlling for covariates.
Our epidemiologic and MR studies demonstrated that visit-to-visit variability of FPG in patients with type 2 diabetes was independently associated with the left cardiac structure as well as systolic and diastolic function.
本研究旨在采用流行病学和孟德尔随机化(MR)方法,探讨2型糖尿病患者空腹血糖(FPG)和糖化血红蛋白(HbA1c)的逐次就诊变异性与超声心动图变量之间的关联。
2001年1月至2020年12月,在台湾某医疗中心的糖尿病护理管理项目中,纳入了2326名(1233名男性和1093名女性)接受超声心动图评估的2型糖尿病患者。超声心动图变量包括心脏结构、心脏收缩和舒张功能的变量。使用变异系数(CV)计算超声心动图测量前一年内FPG和HbA1c的变异性。采用两阶段多变量回归分析,以22个FPG单核苷酸多态性(SNP)和14个HbA1c SNP作为工具变量,评估FPG-CV、HbA1c-CV和超声心动图变量之间的因果关系。
共纳入2326名参与者,平均年龄64.5岁,53.0%为男性。流行病学和MR分析显示,左心房直径(LAD)、左心室收缩直径(LVSd)、左心室质量(LVM)、左心室射血分数(LVEF)、E和E/e'比值与FPG变异性之间存在显著关联。在控制协变量后,流行病学方法中确定的HbA1c变异性与包括LAD、E/e'和减速时间在内的超声心动图变量之间的显著关联在MR分析中变得不显著。
我们的流行病学和MR研究表明,2型糖尿病患者FPG的逐次就诊变异性与心脏左结构以及收缩和舒张功能独立相关。