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

Bibliographic Details
Main Author: Stafoggia, M
Publication Date: 2023
Other Authors: Michelozzi, P, Schneider, A, Armstrong, B, Scortichini, M, Rai, M, Achilleos, S, Alahmad, B, Analitis, A, Åström, C, Bell, ML, Calleja, N, Krage Carlsen, H, Carrasco, G, Paul, Cauchi, J, Dszs Coelho, M, Correa, PM, Diaz, MH, Entezari, A, Forsberg, B, Garland, RM, Leon Guo, Y, Guo, Y, Hashizume, M, Holobaca, IH, Íñiguez, C, Jaakkola, JJK, Kan, H, Katsouyanni, K, Kim, H, Kyselý, J, Lavigne, E, Lee, W, Li, S, Maasikmets, M, Madureira, J, Mayvaneh, F, Fook Sheng, Ng, C, Nunes, B, Orru, H, V, Ortega, N, Osório, S, Palomares, ADL, Pan, SC, Pascal, M, Ragettli, MS, Rao, S, Raz, R, Roye, D, Ryti, N, Hn Saldiva, P, Samoli, E, Schwartz, J, Scovronick, N, Sera, F, Tobias, A, Tong, S, Dlc Valencia, C, Maria Vicedo-Cabrera, A, Urban, A, Gasparrini, A, Breitner, S, De' Donato, FK
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: https://hdl.handle.net/10216/154222
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 countriesBackground 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.Elsevier20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/10216/154222eng0160-412010.1016/j.envint.2023.108258Stafoggia, MMichelozzi, PSchneider, AArmstrong, BScortichini, MRai, MAchilleos, SAlahmad, BAnalitis, AÅström, CBell, MLCalleja, NKrage Carlsen, HCarrasco, GPaul, Cauchi, JDszs Coelho, MCorrea, PMDiaz, MHEntezari, AForsberg, BGarland, RMLeon Guo, YGuo, YHashizume, MHolobaca, IHÍñiguez, CJaakkola, JJKKan, HKatsouyanni, KKim, HKyselý, JLavigne, ELee, WLi, SMaasikmets, MMadureira, JMayvaneh, FFook Sheng, Ng, CNunes, BOrru, HV, Ortega, NOsório, SPalomares, ADLPan, SCPascal, MRagettli, MSRao, SRaz, RRoye, DRyti, NHn Saldiva, PSamoli, ESchwartz, JScovronick, NSera, FTobias, ATong, SDlc Valencia, CMaria Vicedo-Cabrera, AUrban, AGasparrini, ABreitner, SDe' Donato, FKinfo: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:RCAAP2025-02-27T18:03:49Zoai:repositorio-aberto.up.pt:10216/154222Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T22:35:55.845454Repositórios 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, M
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, M
author_facet Stafoggia, M
Michelozzi, P
Schneider, A
Armstrong, B
Scortichini, M
Rai, M
Achilleos, S
Alahmad, B
Analitis, A
Åström, C
Bell, ML
Calleja, N
Krage Carlsen, H
Carrasco, G
Paul, Cauchi, J
Dszs Coelho, M
Correa, PM
Diaz, MH
Entezari, A
Forsberg, B
Garland, RM
Leon Guo, Y
Guo, Y
Hashizume, M
Holobaca, IH
Íñiguez, C
Jaakkola, JJK
Kan, H
Katsouyanni, K
Kim, H
Kyselý, J
Lavigne, E
Lee, W
Li, S
Maasikmets, M
Madureira, J
Mayvaneh, F
Fook Sheng, Ng, C
Nunes, B
Orru, H
V, Ortega, N
Osório, S
Palomares, ADL
Pan, SC
Pascal, M
Ragettli, MS
Rao, S
Raz, R
Roye, D
Ryti, N
Hn Saldiva, P
Samoli, E
Schwartz, J
Scovronick, N
Sera, F
Tobias, A
Tong, S
Dlc Valencia, C
Maria Vicedo-Cabrera, A
Urban, A
Gasparrini, A
Breitner, S
De' Donato, FK
author_role author
author2 Michelozzi, P
Schneider, A
Armstrong, B
Scortichini, M
Rai, M
Achilleos, S
Alahmad, B
Analitis, A
Åström, C
Bell, ML
Calleja, N
Krage Carlsen, H
Carrasco, G
Paul, Cauchi, J
Dszs Coelho, M
Correa, PM
Diaz, MH
Entezari, A
Forsberg, B
Garland, RM
Leon Guo, Y
Guo, Y
Hashizume, M
Holobaca, IH
Íñiguez, C
Jaakkola, JJK
Kan, H
Katsouyanni, K
Kim, H
Kyselý, J
Lavigne, E
Lee, W
Li, S
Maasikmets, M
Madureira, J
Mayvaneh, F
Fook Sheng, Ng, C
Nunes, B
Orru, H
V, Ortega, N
Osório, S
Palomares, ADL
Pan, SC
Pascal, M
Ragettli, MS
Rao, S
Raz, R
Roye, D
Ryti, N
Hn Saldiva, P
Samoli, E
Schwartz, J
Scovronick, N
Sera, F
Tobias, A
Tong, S
Dlc Valencia, C
Maria Vicedo-Cabrera, A
Urban, A
Gasparrini, A
Breitner, S
De' Donato, FK
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dc.contributor.author.fl_str_mv Stafoggia, M
Michelozzi, P
Schneider, A
Armstrong, B
Scortichini, M
Rai, M
Achilleos, S
Alahmad, B
Analitis, A
Åström, C
Bell, ML
Calleja, N
Krage Carlsen, H
Carrasco, G
Paul, Cauchi, J
Dszs Coelho, M
Correa, PM
Diaz, MH
Entezari, A
Forsberg, B
Garland, RM
Leon Guo, Y
Guo, Y
Hashizume, M
Holobaca, IH
Íñiguez, C
Jaakkola, JJK
Kan, H
Katsouyanni, K
Kim, H
Kyselý, J
Lavigne, E
Lee, W
Li, S
Maasikmets, M
Madureira, J
Mayvaneh, F
Fook Sheng, Ng, C
Nunes, B
Orru, H
V, Ortega, N
Osório, S
Palomares, ADL
Pan, SC
Pascal, M
Ragettli, MS
Rao, S
Raz, R
Roye, D
Ryti, N
Hn Saldiva, P
Samoli, E
Schwartz, J
Scovronick, N
Sera, F
Tobias, A
Tong, S
Dlc Valencia, C
Maria Vicedo-Cabrera, A
Urban, A
Gasparrini, A
Breitner, S
De' Donato, FK
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
2023-01-01T00:00:00Z
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 https://hdl.handle.net/10216/154222
url https://hdl.handle.net/10216/154222
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
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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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