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Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China

BACKGROUND: Metal exposure affects human health. Current studies mainly focus on the individual health effect of metal exposure on hypertension (HTN), and the results remain controversial. Moreover, the studies assessing overall effect of metal mixtures on hypertension risk are limited. METHODS: A c...

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Autores principales: Zheng, Sijia, Nie, Zhiqiang, Lv, Ziquan, Wang, Tian, Wei, Weizhou, Fang, Daokui, Zou, Xuan, Fu, Yulin, Cao, Tingting, Liang, Zhaoyi, Lu, Qi, Huang, Hui, Wen, Ying, Huang, Suli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794142/
https://www.ncbi.nlm.nih.gov/pubmed/36582368
http://dx.doi.org/10.3389/fpubh.2022.1039514
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author Zheng, Sijia
Nie, Zhiqiang
Lv, Ziquan
Wang, Tian
Wei, Weizhou
Fang, Daokui
Zou, Xuan
Fu, Yulin
Cao, Tingting
Liang, Zhaoyi
Lu, Qi
Huang, Hui
Wen, Ying
Huang, Suli
author_facet Zheng, Sijia
Nie, Zhiqiang
Lv, Ziquan
Wang, Tian
Wei, Weizhou
Fang, Daokui
Zou, Xuan
Fu, Yulin
Cao, Tingting
Liang, Zhaoyi
Lu, Qi
Huang, Hui
Wen, Ying
Huang, Suli
author_sort Zheng, Sijia
collection PubMed
description BACKGROUND: Metal exposure affects human health. Current studies mainly focus on the individual health effect of metal exposure on hypertension (HTN), and the results remain controversial. Moreover, the studies assessing overall effect of metal mixtures on hypertension risk are limited. METHODS: A cross-sectional study was conducted by recruiting 1,546 Chinese adults who attended routine medical check-ups at the Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen. The plasma levels of 13 metals were measured using inductively coupled plasma mass spectrometry. Multivariate logistic regression model, restricted cubic spline (RCS) model and the Bayesian Kernel Machine Regression (BKMR) model were applied to explore the single and combined effect of metals on the risk of HTN. RESULTS: A total of 642 (41.5%) participants were diagnosed with HTN. In the logistic regression model, the adjusted odds ratios (ORs) were 0.71 (0.52, 0.97) for cobalt, 1.40 (1.04, 1.89) for calcium, 0.66 (0.48, 0.90), and 0.60 (0.43, 0.83) for aluminum in the second and third quartile, respectively. The RCS analysis showed a V-shaped or an inverse V-shaped dose-response relationship between metals (aluminum or calcium, respectively) and the risk of HTN (P for non-linearity was 0.017 or 0.009, respectively). However, no combined effect was found between metal mixture and the risk of hypertension. CONCLUSIONS: Plasma levels of cobalt, aluminum and calcium were found to be associated with the risk of HTN. Further studies are needed to confirm our findings and their potential mechanisms with prospective studies and experimental study designs.
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spelling pubmed-97941422022-12-28 Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China Zheng, Sijia Nie, Zhiqiang Lv, Ziquan Wang, Tian Wei, Weizhou Fang, Daokui Zou, Xuan Fu, Yulin Cao, Tingting Liang, Zhaoyi Lu, Qi Huang, Hui Wen, Ying Huang, Suli Front Public Health Public Health BACKGROUND: Metal exposure affects human health. Current studies mainly focus on the individual health effect of metal exposure on hypertension (HTN), and the results remain controversial. Moreover, the studies assessing overall effect of metal mixtures on hypertension risk are limited. METHODS: A cross-sectional study was conducted by recruiting 1,546 Chinese adults who attended routine medical check-ups at the Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen. The plasma levels of 13 metals were measured using inductively coupled plasma mass spectrometry. Multivariate logistic regression model, restricted cubic spline (RCS) model and the Bayesian Kernel Machine Regression (BKMR) model were applied to explore the single and combined effect of metals on the risk of HTN. RESULTS: A total of 642 (41.5%) participants were diagnosed with HTN. In the logistic regression model, the adjusted odds ratios (ORs) were 0.71 (0.52, 0.97) for cobalt, 1.40 (1.04, 1.89) for calcium, 0.66 (0.48, 0.90), and 0.60 (0.43, 0.83) for aluminum in the second and third quartile, respectively. The RCS analysis showed a V-shaped or an inverse V-shaped dose-response relationship between metals (aluminum or calcium, respectively) and the risk of HTN (P for non-linearity was 0.017 or 0.009, respectively). However, no combined effect was found between metal mixture and the risk of hypertension. CONCLUSIONS: Plasma levels of cobalt, aluminum and calcium were found to be associated with the risk of HTN. Further studies are needed to confirm our findings and their potential mechanisms with prospective studies and experimental study designs. Frontiers Media S.A. 2022-12-13 /pmc/articles/PMC9794142/ /pubmed/36582368 http://dx.doi.org/10.3389/fpubh.2022.1039514 Text en Copyright © 2022 Zheng, Nie, Lv, Wang, Wei, Fang, Zou, Fu, Cao, Liang, Lu, Huang, Wen and Huang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Zheng, Sijia
Nie, Zhiqiang
Lv, Ziquan
Wang, Tian
Wei, Weizhou
Fang, Daokui
Zou, Xuan
Fu, Yulin
Cao, Tingting
Liang, Zhaoyi
Lu, Qi
Huang, Hui
Wen, Ying
Huang, Suli
Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title_full Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title_fullStr Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title_full_unstemmed Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title_short Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China
title_sort associations between plasma metal mixture exposure and risk of hypertension: a cross-sectional study among adults in shenzhen, china
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794142/
https://www.ncbi.nlm.nih.gov/pubmed/36582368
http://dx.doi.org/10.3389/fpubh.2022.1039514
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