Department of Biostatistics, School of Public Health, Cheeloo College of Medicine (T.Z., B.F.).
National Institute of Health Data Science (T.Z., B.F.), Shandong University, Jinan, China.
Hypertension. 2023 Jan;80(1):160-168. doi: 10.1161/HYPERTENSIONAHA.122.20217. Epub 2022 Oct 31.
This study aims to determine quantitatively the mediation effects of multiple cardiovascular risk factors on the associations of childhood body mass index (BMI) and its cumulative burden with adult carotid intima-media thickness (cIMT).
The longitudinal cohort consisted of 1391 adults who had been examined for BMI 4-15 times over 35.0 years on average since childhood and had data on adult cIMT, systolic blood pressure, low-density lipoprotein cholesterol, atherogenic index of plasma, and serum glucose. The area under the curve was used as a measure of cumulative burden of BMI.
After adjusting for covariates, the total effects (standardized regression coefficient) of childhood BMI (0.138), adult BMI (0.111), and area under the curve of BMI (0.150) on cIMT were all significant (<0.001) without mediators included in the model. The mediation effects of adult systolic blood pressure, glucose, atherogenic index of plasma and low-density lipoprotein cholesterol were 8.0%, 4.3%, 3.6%, and 0.0%, respectively, in the model with childhood BMI as the predictor, 23.4%, 15.3%, 12.6%, and 7.2%, respectively, with adult BMI as the predictor, and 14.7%, 8.7%, 6.0%, and 2.0%, respectively, with area under the curve of BMI as the predictor. The direct effects on cIMT were 0.117 (<0.001) for childhood BMI, 0.046 (=0.224) for adult BMI, and 0.103 (<0.001) for area under the curve of BMI after removing the mediation effects.
The long-term deleterious impact of adiposity on subclinical changes in vascular structure begins early in life and is accumulated over lifetime. Excess adiposity and higher cIMT are linked partly through other cardiovascular risk factors in later life, especially elevated blood pressure and glucose.
本研究旨在定量确定多种心血管危险因素对儿童体重指数(BMI)与其累积负担与成人颈动脉内膜-中层厚度(cIMT)之间关联的中介效应。
该纵向队列包括 1391 名成年人,他们自儿童时期以来平均接受了 4-15 次 BMI 检查,且有成人 cIMT、收缩压、低密度脂蛋白胆固醇、血浆致动脉粥样硬化指数和血清葡萄糖数据。曲线下面积用作 BMI 累积负担的度量。
在校正协变量后,儿童 BMI(0.138)、成人 BMI(0.111)和 BMI 曲线下面积(0.150)对 cIMT 的总效应(标准化回归系数)均无中介变量纳入模型时具有统计学意义(<0.001)。在包含儿童 BMI 作为预测因子的模型中,成年收缩压、葡萄糖、血浆致动脉粥样硬化指数和低密度脂蛋白胆固醇的中介效应分别为 8.0%、4.3%、3.6%和 0.0%,在包含成人 BMI 作为预测因子的模型中,分别为 23.4%、15.3%、12.6%和 7.2%,在包含 BMI 曲线下面积作为预测因子的模型中,分别为 14.7%、8.7%、6.0%和 2.0%。在去除中介效应后,cIMT 对儿童 BMI 的直接效应为 0.117(<0.001),对成人 BMI 的直接效应为 0.046(=0.224),对 BMI 曲线下面积的直接效应为 0.103(<0.001)。
肥胖对血管结构亚临床变化的长期不良影响始于生命早期,并在一生中积累。多余的脂肪量和更高的 cIMT 部分通过生命后期的其他心血管危险因素联系在一起,尤其是血压和血糖升高。