Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis
Main Author: | |
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Publication Date: | 2024 |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article |
Language: | eng |
Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Download full: | http://hdl.handle.net/10400.18/10415 |
Summary: | Background: Extreme temperatures contribute significantly to global mortality. While previous studies on temperature and stroke-specific outcomes presented conflicting results, these studies were predominantly limited to single-city or single-country analyses. Their findings are difficult to synthesize due to variations in methodologies and exposure definitions. Methods: Within the Multi-Country Multi-City Network, we built a new mortality database for ischemic and hemorrhagic stroke. Applying a unified analysis protocol, we conducted a multinational case-crossover study on the relationship between extreme temperatures and stroke. In the first stage, we fitted a conditional quasi-Poisson regression for daily mortality counts with distributed lag nonlinear models for temperature exposure separately for each city. In the second stage, the cumulative risk from each city was pooled using mixed-effect meta-analyses, accounting for clustering of cities with similar features. We compared temperature-stroke associations across country-level gross domestic product per capita. We computed excess deaths in each city that are attributable to the 2.5% hottest and coldest of days based on each city's temperature distribution. Results: We collected data for a total of 3 443 969 ischemic strokes and 2 454 267 hemorrhagic stroke deaths from 522 cities in 25 countries. For every 1000 ischemic stroke deaths, we found that extreme cold and hot days contributed 9.1 (95% empirical CI, 8.6-9.4) and 2.2 (95% empirical CI, 1.9-2.4) excess deaths, respectively. For every 1000 hemorrhagic stroke deaths, extreme cold and hot days contributed 11.2 (95% empirical CI, 10.9-11.4) and 0.7 (95% empirical CI, 0.5-0.8) excess deaths, respectively. We found that countries with low gross domestic product per capita were at higher risk of heat-related hemorrhagic stroke mortality than countries with high gross domestic product per capita (P=0.02). Conclusions: Both extreme cold and hot temperatures are associated with an increased risk of dying from ischemic and hemorrhagic strokes. As climate change continues to exacerbate these extreme temperatures, interventional strategies are needed to mitigate impacts on stroke mortality, particularly in low-income countries. |
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Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country AnalysisClimate ChangeExtreme TemperaturesExtreme ColdStrokeHemorrhagic StrokeIschemic StrokeMCCMortalityHot TemperatureDeterminantes da Saúde e da DoençaAvaliação do RiscoBackground: Extreme temperatures contribute significantly to global mortality. While previous studies on temperature and stroke-specific outcomes presented conflicting results, these studies were predominantly limited to single-city or single-country analyses. Their findings are difficult to synthesize due to variations in methodologies and exposure definitions. Methods: Within the Multi-Country Multi-City Network, we built a new mortality database for ischemic and hemorrhagic stroke. Applying a unified analysis protocol, we conducted a multinational case-crossover study on the relationship between extreme temperatures and stroke. In the first stage, we fitted a conditional quasi-Poisson regression for daily mortality counts with distributed lag nonlinear models for temperature exposure separately for each city. In the second stage, the cumulative risk from each city was pooled using mixed-effect meta-analyses, accounting for clustering of cities with similar features. We compared temperature-stroke associations across country-level gross domestic product per capita. We computed excess deaths in each city that are attributable to the 2.5% hottest and coldest of days based on each city's temperature distribution. Results: We collected data for a total of 3 443 969 ischemic strokes and 2 454 267 hemorrhagic stroke deaths from 522 cities in 25 countries. For every 1000 ischemic stroke deaths, we found that extreme cold and hot days contributed 9.1 (95% empirical CI, 8.6-9.4) and 2.2 (95% empirical CI, 1.9-2.4) excess deaths, respectively. For every 1000 hemorrhagic stroke deaths, extreme cold and hot days contributed 11.2 (95% empirical CI, 10.9-11.4) and 0.7 (95% empirical CI, 0.5-0.8) excess deaths, respectively. We found that countries with low gross domestic product per capita were at higher risk of heat-related hemorrhagic stroke mortality than countries with high gross domestic product per capita (P=0.02). Conclusions: Both extreme cold and hot temperatures are associated with an increased risk of dying from ischemic and hemorrhagic strokes. As climate change continues to exacerbate these extreme temperatures, interventional strategies are needed to mitigate impacts on stroke mortality, particularly in low-income countries.Lippincott, Williams & WilkinsRepositório Científico do Instituto Nacional de SaúdeAlahmad, BarrakKhraishah, HaithamKamineni, MeghanaRoyé, DominicPapatheodorou, Stefania I.Vicedo-Cabrera, Ana MariaGuo, YumingLavigne, EricArmstrong, BenSera, FrancescoBernstein, Aaron S.Zanobetti, AntonellaGarshick, EricSchwartz, JoelBell, Michelle L.Al-Mulla, FahdKoutrakis, PetrosGasparrini, AntonioSouzana, AchilleosAcquaotta, FiorellaPan, Shih-ChunCoelho, Micheline Sousa Zanotti StagliorioColistro, ValentinaDang, Tran NgocVan Dung, DoDe’ Donato, Francesca K.Entezari, AlirezaLeon Guo, Yue-LiangHashizume, MasahiroHonda, YasushiIndermitte, EneÍñiguez, CarmenJaakkola, Jouni J.K.Kim, HoLee, WhanheeLi, ShanshanMadureira, JoanaMayvaneh, FatemehOrru, HansOvercenco, AlaRagettli, Martina S.Ryti, Niilo R.I.Saldiva, Paulo Hilario NascimentoScovronick, NoahSeposo, Xerxesdas Neves Pereira da Silva, SusanaStafoggia, MassimoTobias, Aurelio2025-03-06T11:55:52Z2024-05-222024-05-22T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/10415eng0039-249910.1161/strokeaha.123.045751info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-08T01:30:56Zoai:repositorio.insa.pt:10400.18/10415Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T01:13:51.838650Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
title |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
spellingShingle |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis Alahmad, Barrak Climate Change Extreme Temperatures Extreme Cold Stroke Hemorrhagic Stroke Ischemic Stroke MCC Mortality Hot Temperature Determinantes da Saúde e da Doença Avaliação do Risco |
title_short |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
title_full |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
title_fullStr |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
title_full_unstemmed |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
title_sort |
Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis |
author |
Alahmad, Barrak |
author_facet |
Alahmad, Barrak Khraishah, Haitham Kamineni, Meghana Royé, Dominic Papatheodorou, Stefania I. Vicedo-Cabrera, Ana Maria Guo, Yuming Lavigne, Eric Armstrong, Ben Sera, Francesco Bernstein, Aaron S. Zanobetti, Antonella Garshick, Eric Schwartz, Joel Bell, Michelle L. Al-Mulla, Fahd Koutrakis, Petros Gasparrini, Antonio Souzana, Achilleos Acquaotta, Fiorella Pan, Shih-Chun Coelho, Micheline Sousa Zanotti Stagliorio Colistro, Valentina Dang, Tran Ngoc Van Dung, Do De’ Donato, Francesca K. Entezari, Alireza Leon Guo, Yue-Liang Hashizume, Masahiro Honda, Yasushi Indermitte, Ene Íñiguez, Carmen Jaakkola, Jouni J.K. Kim, Ho Lee, Whanhee Li, Shanshan Madureira, Joana Mayvaneh, Fatemeh Orru, Hans Overcenco, Ala Ragettli, Martina S. Ryti, Niilo R.I. Saldiva, Paulo Hilario Nascimento Scovronick, Noah Seposo, Xerxes das Neves Pereira da Silva, Susana Stafoggia, Massimo Tobias, Aurelio |
author_role |
author |
author2 |
Khraishah, Haitham Kamineni, Meghana Royé, Dominic Papatheodorou, Stefania I. Vicedo-Cabrera, Ana Maria Guo, Yuming Lavigne, Eric Armstrong, Ben Sera, Francesco Bernstein, Aaron S. Zanobetti, Antonella Garshick, Eric Schwartz, Joel Bell, Michelle L. Al-Mulla, Fahd Koutrakis, Petros Gasparrini, Antonio Souzana, Achilleos Acquaotta, Fiorella Pan, Shih-Chun Coelho, Micheline Sousa Zanotti Stagliorio Colistro, Valentina Dang, Tran Ngoc Van Dung, Do De’ Donato, Francesca K. Entezari, Alireza Leon Guo, Yue-Liang Hashizume, Masahiro Honda, Yasushi Indermitte, Ene Íñiguez, Carmen Jaakkola, Jouni J.K. Kim, Ho Lee, Whanhee Li, Shanshan Madureira, Joana Mayvaneh, Fatemeh Orru, Hans Overcenco, Ala Ragettli, Martina S. Ryti, Niilo R.I. Saldiva, Paulo Hilario Nascimento Scovronick, Noah Seposo, Xerxes das Neves Pereira da Silva, Susana Stafoggia, Massimo Tobias, Aurelio |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Nacional de Saúde |
dc.contributor.author.fl_str_mv |
Alahmad, Barrak Khraishah, Haitham Kamineni, Meghana Royé, Dominic Papatheodorou, Stefania I. Vicedo-Cabrera, Ana Maria Guo, Yuming Lavigne, Eric Armstrong, Ben Sera, Francesco Bernstein, Aaron S. Zanobetti, Antonella Garshick, Eric Schwartz, Joel Bell, Michelle L. Al-Mulla, Fahd Koutrakis, Petros Gasparrini, Antonio Souzana, Achilleos Acquaotta, Fiorella Pan, Shih-Chun Coelho, Micheline Sousa Zanotti Stagliorio Colistro, Valentina Dang, Tran Ngoc Van Dung, Do De’ Donato, Francesca K. Entezari, Alireza Leon Guo, Yue-Liang Hashizume, Masahiro Honda, Yasushi Indermitte, Ene Íñiguez, Carmen Jaakkola, Jouni J.K. Kim, Ho Lee, Whanhee Li, Shanshan Madureira, Joana Mayvaneh, Fatemeh Orru, Hans Overcenco, Ala Ragettli, Martina S. Ryti, Niilo R.I. Saldiva, Paulo Hilario Nascimento Scovronick, Noah Seposo, Xerxes das Neves Pereira da Silva, Susana Stafoggia, Massimo Tobias, Aurelio |
dc.subject.por.fl_str_mv |
Climate Change Extreme Temperatures Extreme Cold Stroke Hemorrhagic Stroke Ischemic Stroke MCC Mortality Hot Temperature Determinantes da Saúde e da Doença Avaliação do Risco |
topic |
Climate Change Extreme Temperatures Extreme Cold Stroke Hemorrhagic Stroke Ischemic Stroke MCC Mortality Hot Temperature Determinantes da Saúde e da Doença Avaliação do Risco |
description |
Background: Extreme temperatures contribute significantly to global mortality. While previous studies on temperature and stroke-specific outcomes presented conflicting results, these studies were predominantly limited to single-city or single-country analyses. Their findings are difficult to synthesize due to variations in methodologies and exposure definitions. Methods: Within the Multi-Country Multi-City Network, we built a new mortality database for ischemic and hemorrhagic stroke. Applying a unified analysis protocol, we conducted a multinational case-crossover study on the relationship between extreme temperatures and stroke. In the first stage, we fitted a conditional quasi-Poisson regression for daily mortality counts with distributed lag nonlinear models for temperature exposure separately for each city. In the second stage, the cumulative risk from each city was pooled using mixed-effect meta-analyses, accounting for clustering of cities with similar features. We compared temperature-stroke associations across country-level gross domestic product per capita. We computed excess deaths in each city that are attributable to the 2.5% hottest and coldest of days based on each city's temperature distribution. Results: We collected data for a total of 3 443 969 ischemic strokes and 2 454 267 hemorrhagic stroke deaths from 522 cities in 25 countries. For every 1000 ischemic stroke deaths, we found that extreme cold and hot days contributed 9.1 (95% empirical CI, 8.6-9.4) and 2.2 (95% empirical CI, 1.9-2.4) excess deaths, respectively. For every 1000 hemorrhagic stroke deaths, extreme cold and hot days contributed 11.2 (95% empirical CI, 10.9-11.4) and 0.7 (95% empirical CI, 0.5-0.8) excess deaths, respectively. We found that countries with low gross domestic product per capita were at higher risk of heat-related hemorrhagic stroke mortality than countries with high gross domestic product per capita (P=0.02). Conclusions: Both extreme cold and hot temperatures are associated with an increased risk of dying from ischemic and hemorrhagic strokes. As climate change continues to exacerbate these extreme temperatures, interventional strategies are needed to mitigate impacts on stroke mortality, particularly in low-income countries. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-05-22 2024-05-22T00:00:00Z 2025-03-06T11:55:52Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.18/10415 |
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http://hdl.handle.net/10400.18/10415 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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0039-2499 10.1161/strokeaha.123.045751 |
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openAccess |
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Lippincott, Williams & Wilkins |
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Lippincott, Williams & Wilkins |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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