Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey

Objectives 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.Design The accelerated longitudinal design was used for this study.Methods The study drew data from the...

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Main Authors: Lin Sun, Qi Zeng, Qing Zeng
Format: Article
Language:English
Published: BMJ Publishing Group 2021-07-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/11/7/e047920.full
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spelling doaj-6005fa42a9f84a24b1ec5eff23bc96c02021-10-09T12:00:04ZengBMJ Publishing GroupBMJ Open2044-60552021-07-0111710.1136/bmjopen-2020-047920Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition SurveyLin Sun0Qi Zeng1Qing Zeng2Department of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, ChinaDepartment of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, ChinaDepartment of Epidemiology and Health Statistics, School of Public Health and Management, Chongqing Medical University, Chongqing, ChinaObjectives 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.Design The accelerated longitudinal design was used for this study.Methods 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.Results 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.Conclusion 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.https://bmjopen.bmj.com/content/11/7/e047920.full
collection DOAJ
language English
format Article
sources DOAJ
author Lin Sun
Qi Zeng
Qing Zeng
spellingShingle Lin Sun
Qi Zeng
Qing Zeng
Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
BMJ Open
author_facet Lin Sun
Qi Zeng
Qing Zeng
author_sort Lin Sun
title Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
title_short Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
title_full Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
title_fullStr Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
title_full_unstemmed Trajectories of mid-life to elderly adulthood BMI and incident hypertension: the China Health and Nutrition Survey
title_sort trajectories of mid-life to elderly adulthood bmi and incident hypertension: the china health and nutrition survey
publisher BMJ Publishing Group
series BMJ Open
issn 2044-6055
publishDate 2021-07-01
description Objectives 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.Design The accelerated longitudinal design was used for this study.Methods 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.Results 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.Conclusion 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.
url https://bmjopen.bmj.com/content/11/7/e047920.full
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