Associations between coexposure to bisphenols mixture and metabolic diseases: based on three statistical models

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Main Authors: Yaqi Zhu, Keqin Liu, Jinjin Guo, Yuqi Wang, Jixin Yang, Yanwei Su
Format: Artículo Open Access
Published: Wiley 2025
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author Yaqi Zhu
Keqin Liu
Jinjin Guo
Yuqi Wang
Jixin Yang
Yanwei Su
author_facet Yaqi Zhu
Keqin Liu
Jinjin Guo
Yuqi Wang
Jixin Yang
Yanwei Su
Yaqi Zhu
Keqin Liu
Jinjin Guo
Yuqi Wang
Jixin Yang
Yanwei Su
collection Wiley Open Access
contents Associations between coexposure to bisphenols mixture and metabolic diseases: based on three statistical models Yaqi Zhu Keqin Liu Jinjin Guo Yuqi Wang Jixin Yang Yanwei Su Obesity AbstractIntroductionBisphenol A (BPA) and its substitutes are common environmental endocrine disruptors. We investigated whether coexposure to BPA and its substitutes are associated with metabolic diseases (MDs), the related indicators, and their multimorbidity.MethodsThe study included 1409 participants from the National Health and Nutrition Examination Survey (NHANES). Generalized linear regression, Bayesian kernel machine regression, and the weighted quantile sum (WQS) models were used to study the associations between bisphenol concentrations and comprehensive MDs, including their multimorbidity.ResultsIn the logistic regression model, BPA and bisphenol F were each independently associated with obesity, whereas BPA and bisphenol S (BPS) were each independently associated with multimorbidity. In the Bayesian kernel machine regression analysis, the joint effects of the three chemicals were positively associated with hypertension and obesity, with BPS generating the highest posterior inclusion probability. In the WQS regression analysis, the WQS index demonstrated significant associations with obesity and hypertension, with BPS the highest contributor to both of them.ConclusionsThree statistical methods confirmed that BPA and its substitutes were associated with specific MDs. Our findings indicate that coexposure to bisphenols significantly increases the risk of obesity and hypertension. 10.1002/oby.24327 http://onlinelibrary.wiley.com/termsAndConditions#vor
doi_str_mv 10.1002/oby.24327
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institution Wiley Open Access
license_str_mv http://onlinelibrary.wiley.com/termsAndConditions#vor
publishDate 2025
publisher Wiley
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spellingShingle Associations between coexposure to bisphenols mixture and metabolic diseases: based on three statistical models
Yaqi Zhu
Keqin Liu
Jinjin Guo
Yuqi Wang
Jixin Yang
Yanwei Su
Obesity
Associations between coexposure to bisphenols mixture and metabolic diseases: based on three statistical models Yaqi Zhu Keqin Liu Jinjin Guo Yuqi Wang Jixin Yang Yanwei Su Obesity AbstractIntroductionBisphenol A (BPA) and its substitutes are common environmental endocrine disruptors. We investigated whether coexposure to BPA and its substitutes are associated with metabolic diseases (MDs), the related indicators, and their multimorbidity.MethodsThe study included 1409 participants from the National Health and Nutrition Examination Survey (NHANES). Generalized linear regression, Bayesian kernel machine regression, and the weighted quantile sum (WQS) models were used to study the associations between bisphenol concentrations and comprehensive MDs, including their multimorbidity.ResultsIn the logistic regression model, BPA and bisphenol F were each independently associated with obesity, whereas BPA and bisphenol S (BPS) were each independently associated with multimorbidity. In the Bayesian kernel machine regression analysis, the joint effects of the three chemicals were positively associated with hypertension and obesity, with BPS generating the highest posterior inclusion probability. In the WQS regression analysis, the WQS index demonstrated significant associations with obesity and hypertension, with BPS the highest contributor to both of them.ConclusionsThree statistical methods confirmed that BPA and its substitutes were associated with specific MDs. Our findings indicate that coexposure to bisphenols significantly increases the risk of obesity and hypertension. 10.1002/oby.24327 http://onlinelibrary.wiley.com/termsAndConditions#vor
title Associations between coexposure to bisphenols mixture and metabolic diseases: based on three statistical models
topic Obesity
url https://onlinelibrary.wiley.com/doi/10.1002/oby.24327