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Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults
BACKGROUND: Osteoarthritis (OA) is a worldwide public health concern, mainly afflicting older adults. Although the etiology of OA remains unclear, environmental factors are increasingly considered as non-negligible risk factors. This study aims to evaluate the associations of urinary metals with OA...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205020/ https://www.ncbi.nlm.nih.gov/pubmed/35710548 http://dx.doi.org/10.1186/s12916-022-02403-3 |
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author | Chen, Li Zhao, Ying Liu, Fangqu Chen, Huimin Tan, Tianqi Yao, Ping Tang, Yuhan |
author_facet | Chen, Li Zhao, Ying Liu, Fangqu Chen, Huimin Tan, Tianqi Yao, Ping Tang, Yuhan |
author_sort | Chen, Li |
collection | PubMed |
description | BACKGROUND: Osteoarthritis (OA) is a worldwide public health concern, mainly afflicting older adults. Although the etiology of OA remains unclear, environmental factors are increasingly considered as non-negligible risk factors. This study aims to evaluate the associations of urinary metals with OA risk and the mediated effect of biological aging. METHODS: Nine urinary metal concentrations were detected among 12,584 U.S. adults based on the National Health and Nutrition Examination Survey (NHANES), including barium (Ba), cadmium (Cd), cobalt (Co), cesium (Cs), molybdenum (Mo), lead (Pb), antimony (Sb), thallium (Tl), and uranium (Tu). Multivariable logistic regression and weighted quantile sum (WQS) regression were used to explore the associations of single metal and mixed metals with OA risk, respectively. Furthermore, biological aging was measured from different perspectives, including cell senescence (telomere length) and whole-body aging (phenotypic age and biological age). Mediation analyses were conducted to investigate the mediated effects of aging on the associations of metals with OA risk. RESULTS: In the single-exposure model, Cd, Co, and Cs were identified to be positively associated with OA risk, with odds ratios (OR) ranging from 1.48 to 1.64 (all P < 0.05). Mixed-exposure analyses showed consistent associations (OR 1.23, 95%CI 1.10 to 1.37) and highlighted that Cd, Co, and Cs were responsible for the outcomes. Additionally, Cd, Co, Cs, Pb, and Tl were positively associated with biological aging markers, while all biological aging markers had significant associations with OA risk. Further mediation analyses showed that the associations of single metal (mainly Cd and Cs) and mixed metals with OA risk parallelly mediated by the above biological aging markers, with the proportion of mediation ranging from 16.89 to 69.39% (all P < 0.05). Moreover, such associations were also serially mediated through telomere length-biological age path and telomere length-phenotypic age path (the proportion of mediation: 4.17–11.67%), indicating that metals accelerated cell senescence to lead to whole-body aging and finally aggravated OA progress. CONCLUSIONS: These findings suggested that exposure to metals increased OA risk, which was possibly and partly mediated by biological aging. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02403-3. |
format | Online Article Text |
id | pubmed-9205020 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92050202022-06-18 Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults Chen, Li Zhao, Ying Liu, Fangqu Chen, Huimin Tan, Tianqi Yao, Ping Tang, Yuhan BMC Med Research Article BACKGROUND: Osteoarthritis (OA) is a worldwide public health concern, mainly afflicting older adults. Although the etiology of OA remains unclear, environmental factors are increasingly considered as non-negligible risk factors. This study aims to evaluate the associations of urinary metals with OA risk and the mediated effect of biological aging. METHODS: Nine urinary metal concentrations were detected among 12,584 U.S. adults based on the National Health and Nutrition Examination Survey (NHANES), including barium (Ba), cadmium (Cd), cobalt (Co), cesium (Cs), molybdenum (Mo), lead (Pb), antimony (Sb), thallium (Tl), and uranium (Tu). Multivariable logistic regression and weighted quantile sum (WQS) regression were used to explore the associations of single metal and mixed metals with OA risk, respectively. Furthermore, biological aging was measured from different perspectives, including cell senescence (telomere length) and whole-body aging (phenotypic age and biological age). Mediation analyses were conducted to investigate the mediated effects of aging on the associations of metals with OA risk. RESULTS: In the single-exposure model, Cd, Co, and Cs were identified to be positively associated with OA risk, with odds ratios (OR) ranging from 1.48 to 1.64 (all P < 0.05). Mixed-exposure analyses showed consistent associations (OR 1.23, 95%CI 1.10 to 1.37) and highlighted that Cd, Co, and Cs were responsible for the outcomes. Additionally, Cd, Co, Cs, Pb, and Tl were positively associated with biological aging markers, while all biological aging markers had significant associations with OA risk. Further mediation analyses showed that the associations of single metal (mainly Cd and Cs) and mixed metals with OA risk parallelly mediated by the above biological aging markers, with the proportion of mediation ranging from 16.89 to 69.39% (all P < 0.05). Moreover, such associations were also serially mediated through telomere length-biological age path and telomere length-phenotypic age path (the proportion of mediation: 4.17–11.67%), indicating that metals accelerated cell senescence to lead to whole-body aging and finally aggravated OA progress. CONCLUSIONS: These findings suggested that exposure to metals increased OA risk, which was possibly and partly mediated by biological aging. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02403-3. BioMed Central 2022-06-17 /pmc/articles/PMC9205020/ /pubmed/35710548 http://dx.doi.org/10.1186/s12916-022-02403-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chen, Li Zhao, Ying Liu, Fangqu Chen, Huimin Tan, Tianqi Yao, Ping Tang, Yuhan Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title | Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title_full | Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title_fullStr | Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title_full_unstemmed | Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title_short | Biological aging mediates the associations between urinary metals and osteoarthritis among U.S. adults |
title_sort | biological aging mediates the associations between urinary metals and osteoarthritis among u.s. adults |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205020/ https://www.ncbi.nlm.nih.gov/pubmed/35710548 http://dx.doi.org/10.1186/s12916-022-02403-3 |
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