Department of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, China.
Department of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, China
BMJ Open. 2021 Jul 7;11(7):e047920. doi: 10.1136/bmjopen-2020-047920.
This study is designed to identify different body mass index (BMI) trajectories of individuals aged 40-70 years and test the effect of distinct BMI trajectories on incident hypertension.
The accelerated longitudinal design was used for this study.
The study drew data from the third to ninth China Health and Nutrition Surveys (CHNS), and 4697 participants were included between 1991 and 2015. As analysed, three distinct individual BMI trajectories were identified by the latent class growth mixed model (LCGMM). Then, BMI values and BMI slopes were worked out through calculation with LCGMM trajectory parameters and their primary derivatives, respectively. Later, Cox proportional hazard models were applied to examine BMI values and slopes, and find out the relationship between the said predicted data and incident hypertension for different classes.
Three different trajectory classes were identified, that is, low-stable class (n=3711), sharp-increasing class (n=282) and high-stable class (n=704). Compared with the low-stable class, the adjusted HRs (95% CI) were 1.321 (1.119 to 1.559) and 1.504 (1.322 to 1.711) for the sharp-increasing class and the high-stable class, respectively. The HR (95% CI) for BMI values rose from 1.081 (1.030 to 1.135) to 1.221 (1.171 to 1.273) while the HR (95% CI) for BMI slopes dropped from 1.154 (1.100 to 1.211) to 0.983 (0.943 to 1.025). That is, the HR for BMI slopes were higher than that for BMI values for the class aged 40-47 years.
These findings suggest that the calibrated BMI trajectories for the period from mid-life to elderly adulthood have a significant effect on the risk of incident hypertension. The period from age 40 to 47 years is critical and has positive implications for the early prevention of hypertension.
本研究旨在确定 40-70 岁人群不同的体重指数(BMI)轨迹,并检验不同 BMI 轨迹对高血压发病的影响。
本研究采用加速纵向设计。
本研究的数据来源于中国健康与营养调查(CHNS)的第三至第九次调查,共纳入 1991 年至 2015 年期间的 4697 名参与者。采用潜在类别增长混合模型(LCGMM)对个体 BMI 轨迹进行分析,确定三种不同的 BMI 轨迹类别。然后,通过计算 LCGMM 轨迹参数及其一阶导数,得出 BMI 值和 BMI 斜率。最后,采用 Cox 比例风险模型检验不同类别 BMI 值和斜率与高血压发病的关系。
确定了三种不同的轨迹类别,即低稳定类(n=3711)、急剧增加类(n=282)和高稳定类(n=704)。与低稳定类相比,急剧增加类和高稳定类的调整 HR(95%CI)分别为 1.321(1.119 至 1.559)和 1.504(1.322 至 1.711)。BMI 值的 HR(95%CI)从 1.081(1.030 至 1.135)上升到 1.221(1.171 至 1.273),而 BMI 斜率的 HR(95%CI)从 1.154(1.100 至 1.211)下降到 0.983(0.943 至 1.025)。也就是说,40-47 岁人群的 BMI 斜率的 HR 高于 BMI 值的 HR。
这些发现表明,从中年到老年成年人的校准 BMI 轨迹对高血压发病风险有显著影响。40-47 岁这一时期至关重要,对高血压的早期预防具有积极意义。