TY - JOUR
T1 - Body mass index, waist circumference, and mortality in subjects older than 80 years
T2 - a Mendelian randomization study
AU - Lv, Yuebin
AU - Zhang, Yue
AU - Li, Xinwei
AU - Gao, Xiang
AU - Ren, Yongyong
AU - Deng, Luojia
AU - Xu, Lanjing
AU - Zhou, Jinhui
AU - Wu, Bing
AU - Wei, Yuan
AU - Cui, Xingyao
AU - Xu, Zinan
AU - Guo, Yanbo
AU - Qiu, Yidan
AU - Ye, Lihong
AU - Chen, Chen
AU - Wang, Jun
AU - Li, Chenfeng
AU - Luo, Yufei
AU - Yin, Zhaoxue
AU - Mao, Chen
AU - Yu, Qiong
AU - Lu, Hui
AU - Kraus, Virginia Byers
AU - Zeng, Yi
AU - Tong, Shilu
AU - Shi, Xiaoming
N1 - Publisher Copyright:
© The Author(s) 2024. Published by Oxford University Press on behalf of the European Society of Cardiology. All rights reserved.
PY - 2024/6/21
Y1 - 2024/6/21
N2 - Background and Aims Emerging evidence has raised an obesity paradox in observational studies of body mass index (BMI) and health among the oldest-old (aged ≥80 years), as an inverse relationship of BMI with mortality was reported. This study was to investigate the causal associations of BMI, waist circumference (WC), or both with mortality in the oldest-old people in China. Methods A total of 5306 community-based oldest-old (mean age 90.6 years) were enrolled in the Chinese Longitudinal Healthy Longevity Survey (CLHLS) between 1998 and 2018. Genetic risk scores were constructed from 58 single-nucleotide polymorphisms (SNPs) associated with BMI and 49 SNPs associated with WC to subsequently derive causal estimates for Mendelian randomization (MR) models. One-sample linear MR along with non-linear MR analyses were performed to explore the associations of genetically predicted BMI, WC, and their joint effect with all-cause mortality, cardiovascular disease (CVD) mortality, and non-CVD mortality. Results During 24 337 person-years of follow-up, 3766 deaths were documented. In observational analyses, higher BMI and WC were both associated with decreased mortality risk [hazard ratio (HR) 0.963, 95% confidence interval (CI) 0.955–0.971 for a 1-kg/m2 increment of BMI and HR 0.971 (95% CI 0.950–0.993) for each 5 cm increase of WC]. Linear MR models indicated that each 1 kg/m2 increase in genetically predicted BMI was monotonically associated with a 4.5% decrease in all-cause mortality risk [HR 0.955 (95% CI 0.928–0.983)]. Non-linear curves showed the lowest mortality risk at the BMI of around 28.0 kg/m2, suggesting that optimal BMI for the oldest-old may be around overweight or mild obesity. Positive monotonic causal associations were observed between WC and all-cause mortality [HR 1.108 (95% CI 1.036–1.185) per 5 cm increase], CVD mortality [HR 1.193 (95% CI 1.064–1.337)], and non-CVD mortality [HR 1.110 (95% CI 1.016–1.212)]. The joint effect analyses indicated that the lowest risk was observed among those with higher BMI and lower WC. Conclusions Among the oldest-old, opposite causal associations of BMI and WC with mortality were observed, and a body figure with higher BMI and lower WC could substantially decrease the mortality risk. Guidelines for the weight management should be cautiously designed and implemented among the oldest-old people, considering distinct roles of BMI and WC.
AB - Background and Aims Emerging evidence has raised an obesity paradox in observational studies of body mass index (BMI) and health among the oldest-old (aged ≥80 years), as an inverse relationship of BMI with mortality was reported. This study was to investigate the causal associations of BMI, waist circumference (WC), or both with mortality in the oldest-old people in China. Methods A total of 5306 community-based oldest-old (mean age 90.6 years) were enrolled in the Chinese Longitudinal Healthy Longevity Survey (CLHLS) between 1998 and 2018. Genetic risk scores were constructed from 58 single-nucleotide polymorphisms (SNPs) associated with BMI and 49 SNPs associated with WC to subsequently derive causal estimates for Mendelian randomization (MR) models. One-sample linear MR along with non-linear MR analyses were performed to explore the associations of genetically predicted BMI, WC, and their joint effect with all-cause mortality, cardiovascular disease (CVD) mortality, and non-CVD mortality. Results During 24 337 person-years of follow-up, 3766 deaths were documented. In observational analyses, higher BMI and WC were both associated with decreased mortality risk [hazard ratio (HR) 0.963, 95% confidence interval (CI) 0.955–0.971 for a 1-kg/m2 increment of BMI and HR 0.971 (95% CI 0.950–0.993) for each 5 cm increase of WC]. Linear MR models indicated that each 1 kg/m2 increase in genetically predicted BMI was monotonically associated with a 4.5% decrease in all-cause mortality risk [HR 0.955 (95% CI 0.928–0.983)]. Non-linear curves showed the lowest mortality risk at the BMI of around 28.0 kg/m2, suggesting that optimal BMI for the oldest-old may be around overweight or mild obesity. Positive monotonic causal associations were observed between WC and all-cause mortality [HR 1.108 (95% CI 1.036–1.185) per 5 cm increase], CVD mortality [HR 1.193 (95% CI 1.064–1.337)], and non-CVD mortality [HR 1.110 (95% CI 1.016–1.212)]. The joint effect analyses indicated that the lowest risk was observed among those with higher BMI and lower WC. Conclusions Among the oldest-old, opposite causal associations of BMI and WC with mortality were observed, and a body figure with higher BMI and lower WC could substantially decrease the mortality risk. Guidelines for the weight management should be cautiously designed and implemented among the oldest-old people, considering distinct roles of BMI and WC.
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U2 - 10.1093/eurheartj/ehae206
DO - 10.1093/eurheartj/ehae206
M3 - Article
C2 - 38626306
AN - SCOPUS:85197592239
SN - 0195-668X
VL - 45
SP - 2145
EP - 2154
JO - European Heart Journal
JF - European Heart Journal
IS - 24
ER -