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Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model
BACKGROUND: Most studies have focused on the relationship between ambient temperature and stroke mortality, but studies on the relationship between ambient temperature and stroke occurrence are still limited and inconsistent. OBJECTIVE: This study aimed to analyze the effect of ambient temperature a...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709270/ https://www.ncbi.nlm.nih.gov/pubmed/36466462 http://dx.doi.org/10.3389/fpubh.2022.1034534 |
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author | Zhao, Jinhua Zhang, Yongming Ni, Ying He, Junyu Wang, Jianping Li, Xuan Guo, Yuming Li, Changping Zhang, Wenyi Cui, Zhuang |
author_facet | Zhao, Jinhua Zhang, Yongming Ni, Ying He, Junyu Wang, Jianping Li, Xuan Guo, Yuming Li, Changping Zhang, Wenyi Cui, Zhuang |
author_sort | Zhao, Jinhua |
collection | PubMed |
description | BACKGROUND: Most studies have focused on the relationship between ambient temperature and stroke mortality, but studies on the relationship between ambient temperature and stroke occurrence are still limited and inconsistent. OBJECTIVE: This study aimed to analyze the effect of ambient temperature and other environmental factors on emergency stroke visits in Beijing. METHODS: Our study utilized stroke visit data from the Beijing Red Cross Emergency Medical Center during 2017–2018, and applied a generalized additive model (GAM) as well as a distributed lag non-linear model (DLNM), respectively, regarding the direct, lagged, and cumulative effects of ambient temperature alone and with correction for other environmental factors on stroke occurrence. RESULTS: With a total of 26,984 emergency stroke patients in 2017–2018, both cold and hot effects were observed and weakened after correction for other environmental factors. Compared to the reference temperature, in the multi-factor model, extreme cold (−10°C) reached a maximum relative risk (RR) of 1.20 [95% Confidence Interval (CI): 1.09, 1.32] at lag 14 days, and extreme hot (30°C) had a maximum RR of 1.07 (95% CI: 1.04, 1.11) at lag 6 days. The cumulative effect of extreme cold reached a maximum of 2.02 (95% CI: 1.11, 3.67) at lag 0–14 days, whereas the cumulative effect of extreme hot temperature is greatest at lag 0–10 days, but no statistically significant effect was found. In addition, ischemic stroke patients, the elderly, and males were more susceptible to the effects of cold temperature. CONCLUSIONS: There is a non-linear relationship between ambient temperature and stroke occurrence, with cold temperature having a greater and longer-lasting impact than hot temperature. |
format | Online Article Text |
id | pubmed-9709270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97092702022-12-01 Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model Zhao, Jinhua Zhang, Yongming Ni, Ying He, Junyu Wang, Jianping Li, Xuan Guo, Yuming Li, Changping Zhang, Wenyi Cui, Zhuang Front Public Health Public Health BACKGROUND: Most studies have focused on the relationship between ambient temperature and stroke mortality, but studies on the relationship between ambient temperature and stroke occurrence are still limited and inconsistent. OBJECTIVE: This study aimed to analyze the effect of ambient temperature and other environmental factors on emergency stroke visits in Beijing. METHODS: Our study utilized stroke visit data from the Beijing Red Cross Emergency Medical Center during 2017–2018, and applied a generalized additive model (GAM) as well as a distributed lag non-linear model (DLNM), respectively, regarding the direct, lagged, and cumulative effects of ambient temperature alone and with correction for other environmental factors on stroke occurrence. RESULTS: With a total of 26,984 emergency stroke patients in 2017–2018, both cold and hot effects were observed and weakened after correction for other environmental factors. Compared to the reference temperature, in the multi-factor model, extreme cold (−10°C) reached a maximum relative risk (RR) of 1.20 [95% Confidence Interval (CI): 1.09, 1.32] at lag 14 days, and extreme hot (30°C) had a maximum RR of 1.07 (95% CI: 1.04, 1.11) at lag 6 days. The cumulative effect of extreme cold reached a maximum of 2.02 (95% CI: 1.11, 3.67) at lag 0–14 days, whereas the cumulative effect of extreme hot temperature is greatest at lag 0–10 days, but no statistically significant effect was found. In addition, ischemic stroke patients, the elderly, and males were more susceptible to the effects of cold temperature. CONCLUSIONS: There is a non-linear relationship between ambient temperature and stroke occurrence, with cold temperature having a greater and longer-lasting impact than hot temperature. Frontiers Media S.A. 2022-11-16 /pmc/articles/PMC9709270/ /pubmed/36466462 http://dx.doi.org/10.3389/fpubh.2022.1034534 Text en Copyright © 2022 Zhao, Zhang, Ni, He, Wang, Li, Guo, Li, Zhang and Cui. 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 Zhao, Jinhua Zhang, Yongming Ni, Ying He, Junyu Wang, Jianping Li, Xuan Guo, Yuming Li, Changping Zhang, Wenyi Cui, Zhuang Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title | Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title_full | Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title_fullStr | Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title_full_unstemmed | Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title_short | Effect of ambient temperature and other environmental factors on stroke emergency department visits in Beijing: A distributed lag non-linear model |
title_sort | effect of ambient temperature and other environmental factors on stroke emergency department visits in beijing: a distributed lag non-linear model |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709270/ https://www.ncbi.nlm.nih.gov/pubmed/36466462 http://dx.doi.org/10.3389/fpubh.2022.1034534 |
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