Identifying joint association between body fat distribution with high blood pressure among 7 ∼ 17 years using the BKMR model: findings from a cross-sectional study in China

Identifying joint association between body fat distribution with high blood pressure among 7 ∼ 17 years using the BKMR model: findings from a cross-sectional study in China

Abstract Background To investigate the joint associations between various body fat distribution parameters and high blood pressure (HBP) using the Bayesian Kernel Machine Regression (BKMR) model in school-aged children. Methods A diverse sample of 7 ∼ 17 years old (N = 1423; 50.25% boys) was recruit...

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Bibliographic Details
Main Authors: Manman Chen, Xijie Wang, Yanhui Li, Di Gao, Ying Ma, Tao Ma, Yi Zhang, Li Chen, Jieyu Liu, Qi Ma, Mengjie Cui, Xinxin Wang, Tongjun Guo, Wen Yuan, Yanhui Dong, Jun Ma
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Public Health
Subjects:
Body fat distribution
High blood pressure
Bayesian Kernel Machine Regression
Weighted quantile Sum
Children and adolescents
Online Access:https://doi.org/10.1186/s12889-024-20702-7
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