Department of Endocrinology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA.
Diabetes Care. 2019 Sep;42(9):1816-1823. doi: 10.2337/dc19-0430. Epub 2019 Jul 18.
Although emerging evidence indicates that increased variability in cardiovascular risk factors (CVRFs) among populations at midlife or later is a reliable predictor of adverse health outcomes, it is unknown whether intraindividual CVRF variability during childhood or adolescence is an independent predictor of later-life diabetes. We aimed to examine the association of CVRF variability during childhood with diabetes in later life.
We included 1,718 participants who participated in the Bogalusa Heart Study and had measures at least four times during childhood (aged 4-19 years). The mean follow-up period was 20.5 years. Intraindividual CVRF variabilities during childhood were calculated using SD, coefficient of variation, deviation from age-predicted values, and residual SD based upon four to eight serial measurements in childhood.
Increased variability in BMI or HDL cholesterol (HDL-C) during childhood, irrespective of the indices used, was significantly positively associated with later-life diabetes risk independent of their respective mean levels in childhood and other possible confounding factors. In combined analysis, the magnitude of the association with diabetes risk was similar for high childhood BMI variability and high childhood HDL-C variability. After adjustments for potential confounding variables, other CVRF variabilities including systolic/diastolic blood pressure, total cholesterol, triglycerides, and LDL cholesterol were not significantly associated with diabetes.
Increased BMI and HDL-C variabilities during childhood were significant risk factors for the development of diabetes independently of diverse risk factors, which may offer new insights into the childhood origin of adult-onset diabetes.
尽管越来越多的证据表明,中年或以后人群中心血管风险因素(CVRF)的变异性增加是不良健康结果的可靠预测指标,但尚不清楚儿童或青少年时期个体内 CVRF 变异性是否是晚年糖尿病的独立预测因素。我们旨在研究儿童时期 CVRF 变异性与晚年糖尿病之间的关系。
我们纳入了 1718 名参与者,他们参加了 Bogalusa 心脏研究,并在儿童时期至少进行了四次测量(年龄 4-19 岁)。平均随访时间为 20.5 年。使用标准差、变异系数、偏离年龄预测值以及基于儿童时期四到八次连续测量的残差标准差来计算儿童时期个体内 CVRF 变异性。
不论使用何种指标,儿童时期 BMI 或高密度脂蛋白胆固醇(HDL-C)变异性增加均与晚年糖尿病风险呈显著正相关,且独立于其各自在儿童时期的平均水平和其他可能的混杂因素。在联合分析中,儿童时期 BMI 变异性高和儿童时期 HDL-C 变异性高与糖尿病风险的关联程度相似。在调整潜在混杂变量后,包括收缩压/舒张压、总胆固醇、甘油三酯和 LDL 胆固醇在内的其他 CVRF 变异性与糖尿病无显著相关性。
儿童时期 BMI 和 HDL-C 变异性增加是糖尿病发展的独立危险因素,与多种危险因素无关,这可能为成人发病的糖尿病的儿童期起源提供新的见解。