Joint effect of heat and air pollution on mortality in 620 cities of 36 countries

Bibliographic Details
Main Author: Stafoggia, Massimo
Publication Date: 2023
Other Authors: Michelozzi, Paola, Schneider, Alexandra, Armstrong, Ben, Scortichini, Matteo, Rai, Masna, Achilleos, Souzana, Alahmad, Barrak, Analitis, Antonis, Åström, Christofer, Bell, Michelle L., Calleja, Neville, Krage Carlsen, Hanne, Carrasco, Gabriel, Paul Cauchi, John, DSZS Coelho, Micheline, Correa, Patricia M., Diaz, Magali H., Entezari, Alireza, Forsberg, Bertil, Garland, Rebecca M., Leon Guo, Yue, Guo, Yuming, Hashizume, Masahiro, Holobaca, Iulian H., Íñiguez, Carmen, Jaakkola, Jouni J.K., Kan, Haidong, Katsouyanni, Klea, Kim, Ho, Kyselý, Jan, Lavigne, Eric, Lee, Whanhee, Li, Shanshan, Maasikmets, Marek, Madureira, Joana, Mayvaneh, Fatemeh, Fook Sheng Ng, Chris, Nunes, Baltazar, Orru, Hans, V Ortega, Nicolás, Osorio, Samuel, Palomares, Alfonso D.L., Pan, Shih-Chun, Pascal, Mathilde, Ragettli, Martina S, Rao, Shilpa, Raz, Raanan, Roye, Dominic, Ryti, Niilo, HN Saldiva, Paulo, Samoli, Evangelia, Schwartz, Joel, Scovronick, Noah, Sera, Francesco, Tobias, Aurelio, Tong, Shilu, DLC Valencia, César, Maria Vicedo-Cabrera, Ana, Urban, Aleš, Gasparrini, Antonio, Breitner, Susanne, de' Donato, Francesca K.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.18/9130
Summary: Background: The epidemiological evidence on the interaction between heat and ambient air pollution on mortality is still inconsistent. Objectives: To investigate the interaction between heat and ambient air pollution on daily mortality in a large dataset of 620 cities from 36 countries. Methods: We used daily data on all-cause mortality, air temperature, particulate matter ≤ 10 μm (PM10), PM ≤ 2.5 μm (PM2.5), nitrogen dioxide (NO2), and ozone (O3) from 620 cities in 36 countries in the period 1995-2020. We restricted the analysis to the six consecutive warmest months in each city. City-specific data were analysed with over-dispersed Poisson regression models, followed by a multilevel random-effects meta-analysis. The joint association between air temperature and air pollutants was modelled with product terms between non-linear functions for air temperature and linear functions for air pollutants. Results: We analyzed 22,630,598 deaths. An increase in mean temperature from the 75th to the 99th percentile of city-specific distributions was associated with an average 8.9 % (95 % confidence interval: 7.1 %, 10.7 %) mortality increment, ranging between 5.3 % (3.8 %, 6.9 %) and 12.8 % (8.7 %, 17.0 %), when daily PM10 was equal to 10 or 90 μg/m3, respectively. Corresponding estimates when daily O3 concentrations were 40 or 160 μg/m3 were 2.9 % (1.1 %, 4.7 %) and 12.5 % (6.9 %, 18.5 %), respectively. Similarly, a 10 μg/m3 increment in PM10 was associated with a 0.54 % (0.10 %, 0.98 %) and 1.21 % (0.69 %, 1.72 %) increase in mortality when daily air temperature was set to the 1st and 99th city-specific percentiles, respectively. Corresponding mortality estimate for O3 across these temperature percentiles were 0.00 % (-0.44 %, 0.44 %) and 0.53 % (0.38 %, 0.68 %). Similar effect modification results, although slightly weaker, were found for PM2.5 and NO2. Conclusions: Suggestive evidence of effect modification between air temperature and air pollutants on mortality during the warm period was found in a global dataset of 620 cities.
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spelling Joint effect of heat and air pollution on mortality in 620 cities of 36 countriesMortalityAir TemperatureAir PollutionMCCEffect ModificationEpidemiologyDeterminantes da Saúde e da DoençaAvaliação do Impacte em SaúdeBackground: The epidemiological evidence on the interaction between heat and ambient air pollution on mortality is still inconsistent. Objectives: To investigate the interaction between heat and ambient air pollution on daily mortality in a large dataset of 620 cities from 36 countries. Methods: We used daily data on all-cause mortality, air temperature, particulate matter ≤ 10 μm (PM10), PM ≤ 2.5 μm (PM2.5), nitrogen dioxide (NO2), and ozone (O3) from 620 cities in 36 countries in the period 1995-2020. We restricted the analysis to the six consecutive warmest months in each city. City-specific data were analysed with over-dispersed Poisson regression models, followed by a multilevel random-effects meta-analysis. The joint association between air temperature and air pollutants was modelled with product terms between non-linear functions for air temperature and linear functions for air pollutants. Results: We analyzed 22,630,598 deaths. An increase in mean temperature from the 75th to the 99th percentile of city-specific distributions was associated with an average 8.9 % (95 % confidence interval: 7.1 %, 10.7 %) mortality increment, ranging between 5.3 % (3.8 %, 6.9 %) and 12.8 % (8.7 %, 17.0 %), when daily PM10 was equal to 10 or 90 μg/m3, respectively. Corresponding estimates when daily O3 concentrations were 40 or 160 μg/m3 were 2.9 % (1.1 %, 4.7 %) and 12.5 % (6.9 %, 18.5 %), respectively. Similarly, a 10 μg/m3 increment in PM10 was associated with a 0.54 % (0.10 %, 0.98 %) and 1.21 % (0.69 %, 1.72 %) increase in mortality when daily air temperature was set to the 1st and 99th city-specific percentiles, respectively. Corresponding mortality estimate for O3 across these temperature percentiles were 0.00 % (-0.44 %, 0.44 %) and 0.53 % (0.38 %, 0.68 %). Similar effect modification results, although slightly weaker, were found for PM2.5 and NO2. Conclusions: Suggestive evidence of effect modification between air temperature and air pollutants on mortality during the warm period was found in a global dataset of 620 cities.ElsevierRepositório Científico do Instituto Nacional de SaúdeStafoggia, MassimoMichelozzi, PaolaSchneider, AlexandraArmstrong, BenScortichini, MatteoRai, MasnaAchilleos, SouzanaAlahmad, BarrakAnalitis, AntonisÅström, ChristoferBell, Michelle L.Calleja, NevilleKrage Carlsen, HanneCarrasco, GabrielPaul Cauchi, JohnDSZS Coelho, MichelineCorrea, Patricia M.Diaz, Magali H.Entezari, AlirezaForsberg, BertilGarland, Rebecca M.Leon Guo, YueGuo, YumingHashizume, MasahiroHolobaca, Iulian H.Íñiguez, CarmenJaakkola, Jouni J.K.Kan, HaidongKatsouyanni, KleaKim, HoKyselý, JanLavigne, EricLee, WhanheeLi, ShanshanMaasikmets, MarekMadureira, JoanaMayvaneh, FatemehFook Sheng Ng, ChrisNunes, BaltazarOrru, HansV Ortega, NicolásOsorio, SamuelPalomares, Alfonso D.L.Pan, Shih-ChunPascal, MathildeRagettli, Martina SRao, ShilpaRaz, RaananRoye, DominicRyti, NiiloHN Saldiva, PauloSamoli, EvangeliaSchwartz, JoelScovronick, NoahSera, FrancescoTobias, AurelioTong, ShiluDLC Valencia, CésarMaria Vicedo-Cabrera, AnaUrban, AlešGasparrini, AntonioBreitner, Susannede' Donato, Francesca K.2024-02-20T15:16:41Z2023-10-102023-10-10T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/9130eng0160-412010.1016/j.envint.2023.108258info: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:RCAAP2025-02-26T14:28:22Zoai:repositorio.insa.pt:10400.18/9130Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T21:43:13.526031Repositórios 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 Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
title Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
spellingShingle Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
Stafoggia, Massimo
Mortality
Air Temperature
Air Pollution
MCC
Effect Modification
Epidemiology
Determinantes da Saúde e da Doença
Avaliação do Impacte em Saúde
title_short Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
title_full Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
title_fullStr Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
title_full_unstemmed Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
title_sort Joint effect of heat and air pollution on mortality in 620 cities of 36 countries
author Stafoggia, Massimo
author_facet Stafoggia, Massimo
Michelozzi, Paola
Schneider, Alexandra
Armstrong, Ben
Scortichini, Matteo
Rai, Masna
Achilleos, Souzana
Alahmad, Barrak
Analitis, Antonis
Åström, Christofer
Bell, Michelle L.
Calleja, Neville
Krage Carlsen, Hanne
Carrasco, Gabriel
Paul Cauchi, John
DSZS Coelho, Micheline
Correa, Patricia M.
Diaz, Magali H.
Entezari, Alireza
Forsberg, Bertil
Garland, Rebecca M.
Leon Guo, Yue
Guo, Yuming
Hashizume, Masahiro
Holobaca, Iulian H.
Íñiguez, Carmen
Jaakkola, Jouni J.K.
Kan, Haidong
Katsouyanni, Klea
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Lee, Whanhee
Li, Shanshan
Maasikmets, Marek
Madureira, Joana
Mayvaneh, Fatemeh
Fook Sheng Ng, Chris
Nunes, Baltazar
Orru, Hans
V Ortega, Nicolás
Osorio, Samuel
Palomares, Alfonso D.L.
Pan, Shih-Chun
Pascal, Mathilde
Ragettli, Martina S
Rao, Shilpa
Raz, Raanan
Roye, Dominic
Ryti, Niilo
HN Saldiva, Paulo
Samoli, Evangelia
Schwartz, Joel
Scovronick, Noah
Sera, Francesco
Tobias, Aurelio
Tong, Shilu
DLC Valencia, César
Maria Vicedo-Cabrera, Ana
Urban, Aleš
Gasparrini, Antonio
Breitner, Susanne
de' Donato, Francesca K.
author_role author
author2 Michelozzi, Paola
Schneider, Alexandra
Armstrong, Ben
Scortichini, Matteo
Rai, Masna
Achilleos, Souzana
Alahmad, Barrak
Analitis, Antonis
Åström, Christofer
Bell, Michelle L.
Calleja, Neville
Krage Carlsen, Hanne
Carrasco, Gabriel
Paul Cauchi, John
DSZS Coelho, Micheline
Correa, Patricia M.
Diaz, Magali H.
Entezari, Alireza
Forsberg, Bertil
Garland, Rebecca M.
Leon Guo, Yue
Guo, Yuming
Hashizume, Masahiro
Holobaca, Iulian H.
Íñiguez, Carmen
Jaakkola, Jouni J.K.
Kan, Haidong
Katsouyanni, Klea
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Lee, Whanhee
Li, Shanshan
Maasikmets, Marek
Madureira, Joana
Mayvaneh, Fatemeh
Fook Sheng Ng, Chris
Nunes, Baltazar
Orru, Hans
V Ortega, Nicolás
Osorio, Samuel
Palomares, Alfonso D.L.
Pan, Shih-Chun
Pascal, Mathilde
Ragettli, Martina S
Rao, Shilpa
Raz, Raanan
Roye, Dominic
Ryti, Niilo
HN Saldiva, Paulo
Samoli, Evangelia
Schwartz, Joel
Scovronick, Noah
Sera, Francesco
Tobias, Aurelio
Tong, Shilu
DLC Valencia, César
Maria Vicedo-Cabrera, Ana
Urban, Aleš
Gasparrini, Antonio
Breitner, Susanne
de' Donato, Francesca K.
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dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Stafoggia, Massimo
Michelozzi, Paola
Schneider, Alexandra
Armstrong, Ben
Scortichini, Matteo
Rai, Masna
Achilleos, Souzana
Alahmad, Barrak
Analitis, Antonis
Åström, Christofer
Bell, Michelle L.
Calleja, Neville
Krage Carlsen, Hanne
Carrasco, Gabriel
Paul Cauchi, John
DSZS Coelho, Micheline
Correa, Patricia M.
Diaz, Magali H.
Entezari, Alireza
Forsberg, Bertil
Garland, Rebecca M.
Leon Guo, Yue
Guo, Yuming
Hashizume, Masahiro
Holobaca, Iulian H.
Íñiguez, Carmen
Jaakkola, Jouni J.K.
Kan, Haidong
Katsouyanni, Klea
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Lee, Whanhee
Li, Shanshan
Maasikmets, Marek
Madureira, Joana
Mayvaneh, Fatemeh
Fook Sheng Ng, Chris
Nunes, Baltazar
Orru, Hans
V Ortega, Nicolás
Osorio, Samuel
Palomares, Alfonso D.L.
Pan, Shih-Chun
Pascal, Mathilde
Ragettli, Martina S
Rao, Shilpa
Raz, Raanan
Roye, Dominic
Ryti, Niilo
HN Saldiva, Paulo
Samoli, Evangelia
Schwartz, Joel
Scovronick, Noah
Sera, Francesco
Tobias, Aurelio
Tong, Shilu
DLC Valencia, César
Maria Vicedo-Cabrera, Ana
Urban, Aleš
Gasparrini, Antonio
Breitner, Susanne
de' Donato, Francesca K.
dc.subject.por.fl_str_mv Mortality
Air Temperature
Air Pollution
MCC
Effect Modification
Epidemiology
Determinantes da Saúde e da Doença
Avaliação do Impacte em Saúde
topic Mortality
Air Temperature
Air Pollution
MCC
Effect Modification
Epidemiology
Determinantes da Saúde e da Doença
Avaliação do Impacte em Saúde
description Background: The epidemiological evidence on the interaction between heat and ambient air pollution on mortality is still inconsistent. Objectives: To investigate the interaction between heat and ambient air pollution on daily mortality in a large dataset of 620 cities from 36 countries. Methods: We used daily data on all-cause mortality, air temperature, particulate matter ≤ 10 μm (PM10), PM ≤ 2.5 μm (PM2.5), nitrogen dioxide (NO2), and ozone (O3) from 620 cities in 36 countries in the period 1995-2020. We restricted the analysis to the six consecutive warmest months in each city. City-specific data were analysed with over-dispersed Poisson regression models, followed by a multilevel random-effects meta-analysis. The joint association between air temperature and air pollutants was modelled with product terms between non-linear functions for air temperature and linear functions for air pollutants. Results: We analyzed 22,630,598 deaths. An increase in mean temperature from the 75th to the 99th percentile of city-specific distributions was associated with an average 8.9 % (95 % confidence interval: 7.1 %, 10.7 %) mortality increment, ranging between 5.3 % (3.8 %, 6.9 %) and 12.8 % (8.7 %, 17.0 %), when daily PM10 was equal to 10 or 90 μg/m3, respectively. Corresponding estimates when daily O3 concentrations were 40 or 160 μg/m3 were 2.9 % (1.1 %, 4.7 %) and 12.5 % (6.9 %, 18.5 %), respectively. Similarly, a 10 μg/m3 increment in PM10 was associated with a 0.54 % (0.10 %, 0.98 %) and 1.21 % (0.69 %, 1.72 %) increase in mortality when daily air temperature was set to the 1st and 99th city-specific percentiles, respectively. Corresponding mortality estimate for O3 across these temperature percentiles were 0.00 % (-0.44 %, 0.44 %) and 0.53 % (0.38 %, 0.68 %). Similar effect modification results, although slightly weaker, were found for PM2.5 and NO2. Conclusions: Suggestive evidence of effect modification between air temperature and air pollutants on mortality during the warm period was found in a global dataset of 620 cities.
publishDate 2023
dc.date.none.fl_str_mv 2023-10-10
2023-10-10T00:00:00Z
2024-02-20T15:16:41Z
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/10400.18/9130
url http://hdl.handle.net/10400.18/9130
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0160-4120
10.1016/j.envint.2023.108258
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 Elsevier
publisher.none.fl_str_mv Elsevier
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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instacron_str RCAAP
institution RCAAP
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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