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Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China
Evidence has shown that exposure to environmental pollutants such as microcystins (MCs), arsenic (As), and cadmium (Cd) can lead to the occurrence and development of chronic kidney disease (CKD). There is a synergistic effect between MCs and Cd. However, the combined effect of MCs and As exposures o...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964595/ https://www.ncbi.nlm.nih.gov/pubmed/36828458 http://dx.doi.org/10.3390/toxins15020144 |
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author | Gao, Hong Zhu, Na Deng, Shuxiang Du, Can Tang, Yan Tang, Peng Xu, Shuaishuai Liu, Wenya Shen, Minxue Xiao, Xinhua Yang, Fei |
author_facet | Gao, Hong Zhu, Na Deng, Shuxiang Du, Can Tang, Yan Tang, Peng Xu, Shuaishuai Liu, Wenya Shen, Minxue Xiao, Xinhua Yang, Fei |
author_sort | Gao, Hong |
collection | PubMed |
description | Evidence has shown that exposure to environmental pollutants such as microcystins (MCs), arsenic (As), and cadmium (Cd) can lead to the occurrence and development of chronic kidney disease (CKD). There is a synergistic effect between MCs and Cd. However, the combined effect of MCs and As exposures on CKD remains unclear. In Hunan province, China, 135 controls and 135 CKD cases were enrolled in a case-control study. Serum MCs, plasma As and Cd concentrations were measured for all participants. We investigated the association between MCs/As and CKD risk using conditional logistic regression. The additive model explored the interaction effect, and the Bayesian kernel machine regression (BKMR) models investigated the combined effects of MCs, As, and Cd on CKD. The results showed that MCs and As were significantly associated with CKD risk. Participants in the highest MCs concentration had a 4,81-fold increased risk of CKD compared to those in the lowest quartile (95% confidence interval [CI]: 1,96 to 11,81). The highest quartile of As concentrations corresponded to an adjusted odds ratio of 3.40 (95% CI: 1.51, 7.65) relative to the lowest quartile. MCs/As and CKD risk exhibited significant dose–response correlations (all p for trend < 0.01). In addition, a positive interaction effect of MCs and As on CKD was also reported. The CKD risk due to interaction was 2.34 times (95% CI: 0.14, 4.54) relative to the CKD risk without interaction, and the attributable proportion of CKD due to interaction among individuals with both exposures was 56% (95% CI: 0.22, 0.91). In the BKMR, the combined effect of MCs, As, and Cd was positively associated with CKD. In conclusion, both MCs and As are independent risk factors for CKD, exerting a synergistic effect between them. Combined exposure to MCs, As, and Cd can increase the risk of CKD. |
format | Online Article Text |
id | pubmed-9964595 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99645952023-02-26 Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China Gao, Hong Zhu, Na Deng, Shuxiang Du, Can Tang, Yan Tang, Peng Xu, Shuaishuai Liu, Wenya Shen, Minxue Xiao, Xinhua Yang, Fei Toxins (Basel) Article Evidence has shown that exposure to environmental pollutants such as microcystins (MCs), arsenic (As), and cadmium (Cd) can lead to the occurrence and development of chronic kidney disease (CKD). There is a synergistic effect between MCs and Cd. However, the combined effect of MCs and As exposures on CKD remains unclear. In Hunan province, China, 135 controls and 135 CKD cases were enrolled in a case-control study. Serum MCs, plasma As and Cd concentrations were measured for all participants. We investigated the association between MCs/As and CKD risk using conditional logistic regression. The additive model explored the interaction effect, and the Bayesian kernel machine regression (BKMR) models investigated the combined effects of MCs, As, and Cd on CKD. The results showed that MCs and As were significantly associated with CKD risk. Participants in the highest MCs concentration had a 4,81-fold increased risk of CKD compared to those in the lowest quartile (95% confidence interval [CI]: 1,96 to 11,81). The highest quartile of As concentrations corresponded to an adjusted odds ratio of 3.40 (95% CI: 1.51, 7.65) relative to the lowest quartile. MCs/As and CKD risk exhibited significant dose–response correlations (all p for trend < 0.01). In addition, a positive interaction effect of MCs and As on CKD was also reported. The CKD risk due to interaction was 2.34 times (95% CI: 0.14, 4.54) relative to the CKD risk without interaction, and the attributable proportion of CKD due to interaction among individuals with both exposures was 56% (95% CI: 0.22, 0.91). In the BKMR, the combined effect of MCs, As, and Cd was positively associated with CKD. In conclusion, both MCs and As are independent risk factors for CKD, exerting a synergistic effect between them. Combined exposure to MCs, As, and Cd can increase the risk of CKD. MDPI 2023-02-10 /pmc/articles/PMC9964595/ /pubmed/36828458 http://dx.doi.org/10.3390/toxins15020144 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gao, Hong Zhu, Na Deng, Shuxiang Du, Can Tang, Yan Tang, Peng Xu, Shuaishuai Liu, Wenya Shen, Minxue Xiao, Xinhua Yang, Fei Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title | Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title_full | Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title_fullStr | Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title_full_unstemmed | Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title_short | Combination Effect of Microcystins and Arsenic Exposures on CKD: A Case-Control Study in China |
title_sort | combination effect of microcystins and arsenic exposures on ckd: a case-control study in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964595/ https://www.ncbi.nlm.nih.gov/pubmed/36828458 http://dx.doi.org/10.3390/toxins15020144 |
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