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Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey
OBJECTIVE: This longitudinal study aims to identify distinct trajectories of body mass index (BMI) and waist circumference (WC) during 20–60 years old, and explore their joint effect on incident hypertension. DESIGN: A longitudinal cohort study. SETTING: China Health and Nutrition Survey, 1993–2011....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9134159/ https://www.ncbi.nlm.nih.gov/pubmed/35613768 http://dx.doi.org/10.1136/bmjopen-2021-059556 |
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author | Qu, Yanlin Li, Chunxia Lv, Jiali Fan, Bingbing Liu, Ying Su, Chang Zhao, Xiangjuan |
author_facet | Qu, Yanlin Li, Chunxia Lv, Jiali Fan, Bingbing Liu, Ying Su, Chang Zhao, Xiangjuan |
author_sort | Qu, Yanlin |
collection | PubMed |
description | OBJECTIVE: This longitudinal study aims to identify distinct trajectories of body mass index (BMI) and waist circumference (WC) during 20–60 years old, and explore their joint effect on incident hypertension. DESIGN: A longitudinal cohort study. SETTING: China Health and Nutrition Survey, 1993–2011. PARTICIPANTS: The longitudinal cohort included 6571 participants (3063 men) who had BMI and WC repeatedly measured 3–7 times before incident hypertension or loss to follow-up. OUTCOMES: Hypertension was defined as systolic blood pressure/diastolic blood pressure>140/90 mm Hg or diagnosis by medical records or taking antihypertensive medication. RESULTS: Two distinct trajectories were characterised for both BMI and WC: low-increasing and high-increasing. Jointly, subjects were divided into four groups: normal (n=4963), WC-increasing (n=620), BMI-increasing (n=309) and BMI&WC-increasing (n=679). Compared with the normal group, the adjusted HRs and 95% CIs for hypertension were 1.43 (1.19 to 1.74), 1.51 (1.19 to 1.92) and 1.76 (1.45 to 2.14) for WC-increasing, BMI-increasing and BMI&WC-increasing groups, respectively. The model-estimated levels and slopes of BMI and WC were calculated at each age point in 1-year interval according to the model parameters and their first derivatives, respectively. The associations between model-estimated levels and hypertension increased with age, with adjusted ORs and 95% CIs ranging from 0.92 (0.86 to 0.98) to 1.57 (1.47 to 1.67) for BMI and 0.98 (0.92 to 1.05) to 1.44 (1.35 to 1.53) for WC. Conversely, the ORs (95% CIs) of level-adjusted linear slopes decreased with age, ranging from 1.47 (1.38 to 1.57) to 0.97 (0.92 to 1.03) for BMI and 1.36 (1.28 to 1.45) to 0.99 (0.93 to 1.06) for WC. CONCLUSIONS: Our study demonstrates that the joint trajectories of BMI and WC have significant effect on future hypertension risk, and the changing slopes of BMI and WC during young adulthood are independent risk factors. Both BMI and WC should be paid more attention to prevent hypertension, and young adulthood may be a crucial period for intervention. |
format | Online Article Text |
id | pubmed-9134159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-91341592022-06-10 Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey Qu, Yanlin Li, Chunxia Lv, Jiali Fan, Bingbing Liu, Ying Su, Chang Zhao, Xiangjuan BMJ Open Epidemiology OBJECTIVE: This longitudinal study aims to identify distinct trajectories of body mass index (BMI) and waist circumference (WC) during 20–60 years old, and explore their joint effect on incident hypertension. DESIGN: A longitudinal cohort study. SETTING: China Health and Nutrition Survey, 1993–2011. PARTICIPANTS: The longitudinal cohort included 6571 participants (3063 men) who had BMI and WC repeatedly measured 3–7 times before incident hypertension or loss to follow-up. OUTCOMES: Hypertension was defined as systolic blood pressure/diastolic blood pressure>140/90 mm Hg or diagnosis by medical records or taking antihypertensive medication. RESULTS: Two distinct trajectories were characterised for both BMI and WC: low-increasing and high-increasing. Jointly, subjects were divided into four groups: normal (n=4963), WC-increasing (n=620), BMI-increasing (n=309) and BMI&WC-increasing (n=679). Compared with the normal group, the adjusted HRs and 95% CIs for hypertension were 1.43 (1.19 to 1.74), 1.51 (1.19 to 1.92) and 1.76 (1.45 to 2.14) for WC-increasing, BMI-increasing and BMI&WC-increasing groups, respectively. The model-estimated levels and slopes of BMI and WC were calculated at each age point in 1-year interval according to the model parameters and their first derivatives, respectively. The associations between model-estimated levels and hypertension increased with age, with adjusted ORs and 95% CIs ranging from 0.92 (0.86 to 0.98) to 1.57 (1.47 to 1.67) for BMI and 0.98 (0.92 to 1.05) to 1.44 (1.35 to 1.53) for WC. Conversely, the ORs (95% CIs) of level-adjusted linear slopes decreased with age, ranging from 1.47 (1.38 to 1.57) to 0.97 (0.92 to 1.03) for BMI and 1.36 (1.28 to 1.45) to 0.99 (0.93 to 1.06) for WC. CONCLUSIONS: Our study demonstrates that the joint trajectories of BMI and WC have significant effect on future hypertension risk, and the changing slopes of BMI and WC during young adulthood are independent risk factors. Both BMI and WC should be paid more attention to prevent hypertension, and young adulthood may be a crucial period for intervention. BMJ Publishing Group 2022-05-24 /pmc/articles/PMC9134159/ /pubmed/35613768 http://dx.doi.org/10.1136/bmjopen-2021-059556 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology Qu, Yanlin Li, Chunxia Lv, Jiali Fan, Bingbing Liu, Ying Su, Chang Zhao, Xiangjuan Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title | Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title_full | Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title_fullStr | Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title_full_unstemmed | Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title_short | Joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the China Health and Nutrition Survey |
title_sort | joint trajectories of body mass index and waist circumference in early-life to mid-life adulthood and incident hypertension: the china health and nutrition survey |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9134159/ https://www.ncbi.nlm.nih.gov/pubmed/35613768 http://dx.doi.org/10.1136/bmjopen-2021-059556 |
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