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Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China
BACKGROUND: Many studies have reported the association between ambient temperature and mortality from cardiovascular disease (CVD). However, the health effects of humidity are still unclear, much less the combined effects of temperature and humidity. In this study, we used humidex to quantify the ef...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548730/ https://www.ncbi.nlm.nih.gov/pubmed/37794404 http://dx.doi.org/10.1186/s12889-023-16818-x |
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author | Li, Yang Xia, Yizhang Zhu, Hongbin Shi, Chunli Jiang, Xianyan Ruan, Shijuan Wen, Yue Gao, Xufang Huang, Wei Li, Mingjiang Xue, Rong Chen, Jianyu Zhang, Li |
author_facet | Li, Yang Xia, Yizhang Zhu, Hongbin Shi, Chunli Jiang, Xianyan Ruan, Shijuan Wen, Yue Gao, Xufang Huang, Wei Li, Mingjiang Xue, Rong Chen, Jianyu Zhang, Li |
author_sort | Li, Yang |
collection | PubMed |
description | BACKGROUND: Many studies have reported the association between ambient temperature and mortality from cardiovascular disease (CVD). However, the health effects of humidity are still unclear, much less the combined effects of temperature and humidity. In this study, we used humidex to quantify the effect of temperature and humidity combined on CVD mortality. METHODS: Daily meteorological, air pollution, and CVD mortality data were collected in four cities in southwest China. We used a distributed lag non-linear model (DLNM) in the first stage to assess the exposure–response association between humidex and city-specific CVD mortality. A multivariate meta-analysis was conducted in the second stage to pool these effects at the overall level. To evaluate the mortality burden of high and low humidex, we determined the attributable fraction (AF). According to the abovementioned processes, stratified analyses were conducted based on various demographic factors. RESULTS: Humidex and the CVD exposure–response curve showed an inverted “J” shape, the minimum mortality humidex (MMH) was 31.7 (77th percentile), and the cumulative relative risk (CRR) was 2.27 (95% confidence interval [CI], 1.76–2.91). At extremely high and low humidex, CRRs were 1.19 (95% CI, 0.98–1.44) and 2.52 (95% CI, 1.88–3.38), respectively. The burden of CVD mortality attributed to non-optimal humidex was 21.59% (95% empirical CI [eCI], 18.12–24.59%), most of which was due to low humidex, with an AF of 20.16% (95% eCI, 16.72–23.23%). CONCLUSIONS: Low humidex could significantly increase the risk of CVD mortality, and vulnerability to humidex differed across populations with different demographic characteristics. The elderly (> 64 years old), unmarried people, and those with a limited level of education (1–9 years) were especially susceptible to low humidex. Therefore, humidex is appropriate as a predictor in a CVD early-warning system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-16818-x. |
format | Online Article Text |
id | pubmed-10548730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105487302023-10-05 Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China Li, Yang Xia, Yizhang Zhu, Hongbin Shi, Chunli Jiang, Xianyan Ruan, Shijuan Wen, Yue Gao, Xufang Huang, Wei Li, Mingjiang Xue, Rong Chen, Jianyu Zhang, Li BMC Public Health Research BACKGROUND: Many studies have reported the association between ambient temperature and mortality from cardiovascular disease (CVD). However, the health effects of humidity are still unclear, much less the combined effects of temperature and humidity. In this study, we used humidex to quantify the effect of temperature and humidity combined on CVD mortality. METHODS: Daily meteorological, air pollution, and CVD mortality data were collected in four cities in southwest China. We used a distributed lag non-linear model (DLNM) in the first stage to assess the exposure–response association between humidex and city-specific CVD mortality. A multivariate meta-analysis was conducted in the second stage to pool these effects at the overall level. To evaluate the mortality burden of high and low humidex, we determined the attributable fraction (AF). According to the abovementioned processes, stratified analyses were conducted based on various demographic factors. RESULTS: Humidex and the CVD exposure–response curve showed an inverted “J” shape, the minimum mortality humidex (MMH) was 31.7 (77th percentile), and the cumulative relative risk (CRR) was 2.27 (95% confidence interval [CI], 1.76–2.91). At extremely high and low humidex, CRRs were 1.19 (95% CI, 0.98–1.44) and 2.52 (95% CI, 1.88–3.38), respectively. The burden of CVD mortality attributed to non-optimal humidex was 21.59% (95% empirical CI [eCI], 18.12–24.59%), most of which was due to low humidex, with an AF of 20.16% (95% eCI, 16.72–23.23%). CONCLUSIONS: Low humidex could significantly increase the risk of CVD mortality, and vulnerability to humidex differed across populations with different demographic characteristics. The elderly (> 64 years old), unmarried people, and those with a limited level of education (1–9 years) were especially susceptible to low humidex. Therefore, humidex is appropriate as a predictor in a CVD early-warning system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-16818-x. BioMed Central 2023-10-04 /pmc/articles/PMC10548730/ /pubmed/37794404 http://dx.doi.org/10.1186/s12889-023-16818-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Li, Yang Xia, Yizhang Zhu, Hongbin Shi, Chunli Jiang, Xianyan Ruan, Shijuan Wen, Yue Gao, Xufang Huang, Wei Li, Mingjiang Xue, Rong Chen, Jianyu Zhang, Li Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title | Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title_full | Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title_fullStr | Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title_full_unstemmed | Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title_short | Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China |
title_sort | impacts of exposure to humidex on cardiovascular mortality: a multi-city study in southwest china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548730/ https://www.ncbi.nlm.nih.gov/pubmed/37794404 http://dx.doi.org/10.1186/s12889-023-16818-x |
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