Extreme Temperatures and Stroke Mortality: Evidence From a Multi-Country Analysis

Bibliographic Details
Main Author: Alahmad, Barrak
Publication Date: 2024
Other Authors: 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
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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spelling 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
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author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
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author
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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
url http://hdl.handle.net/10400.18/10415
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0039-2499
10.1161/strokeaha.123.045751
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Lippincott, Williams & Wilkins
publisher.none.fl_str_mv Lippincott, Williams & Wilkins
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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