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Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study

BACKGROUND: Minimum mortality temperature (MMT) is an important indicator to assess the temperature-mortality association, indicating long-term adaptation to local climate. Limited evidence about the geographical variability of the MMT is available at a global scale. METHODS: We collected data from...

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Autores principales: Tobías, Aurelio, Hashizume, Masahiro, Honda, Yasushi, Sera, Francesco, Ng, Chris Fook Sheng, Kim, Yoonhee, Roye, Dominic, Chung, Yeonseung, Dang, Tran Ngoc, Kim, Ho, Lee, Whanhee, Íñiguez, Carmen, Vicedo-Cabrera, Ana, Abrutzky, Rosana, Guo, Yuming, Tong, Shilu, Coelho, Micheline de Sousa Zanotti Stagliorio, Saldiva, Paulo Hilario Nascimento, Lavigne, Eric, Correa, Patricia Matus, Ortega, Nicolás Valdés, Kan, Haidong, Osorio, Samuel, Kyselý, Jan, Urban, Aleš, Orru, Hans, Indermitte, Ene, Jaakkola, Jouni J. K., Ryti, Niilo R. I., Pascal, Mathilde, Huber, Veronika, Schneider, Alexandra, Katsouyanni, Klea, Analitis, Antonis, Entezari, Alireza, Mayvaneh, Fatemeh, Goodman, Patrick, Zeka, Ariana, Michelozzi, Paola, de’Donato, Francesca, Alahmad, Barrak, Diaz, Magali Hurtado, De la Cruz Valencia, César, Overcenco, Ala, Houthuijs, Danny, Ameling, Caroline, Rao, Shilpa, Di Ruscio, Francesco, Carrasco, Gabriel, Seposo, Xerxes, Nunes, Baltazar, Madureira, Joana, Holobaca, Iulian-Horia, Scovronick, Noah, Acquaotta, Fiorella, Forsberg, Bertil, Åström, Christofer, Ragettli, Martina S., Guo, Yue-Liang Leon, Chen, Bing-Yu, Li, Shanshan, Colistro, Valentina, Zanobetti, Antonella, Schwartz, Joel, Dung, Do Van, Armstrong, Ben, Gasparrini, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8683148/
https://www.ncbi.nlm.nih.gov/pubmed/34934890
http://dx.doi.org/10.1097/EE9.0000000000000169
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author Tobías, Aurelio
Hashizume, Masahiro
Honda, Yasushi
Sera, Francesco
Ng, Chris Fook Sheng
Kim, Yoonhee
Roye, Dominic
Chung, Yeonseung
Dang, Tran Ngoc
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Vicedo-Cabrera, Ana
Abrutzky, Rosana
Guo, Yuming
Tong, Shilu
Coelho, Micheline de Sousa Zanotti Stagliorio
Saldiva, Paulo Hilario Nascimento
Lavigne, Eric
Correa, Patricia Matus
Ortega, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Kyselý, Jan
Urban, Aleš
Orru, Hans
Indermitte, Ene
Jaakkola, Jouni J. K.
Ryti, Niilo R. I.
Pascal, Mathilde
Huber, Veronika
Schneider, Alexandra
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Goodman, Patrick
Zeka, Ariana
Michelozzi, Paola
de’Donato, Francesca
Alahmad, Barrak
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Di Ruscio, Francesco
Carrasco, Gabriel
Seposo, Xerxes
Nunes, Baltazar
Madureira, Joana
Holobaca, Iulian-Horia
Scovronick, Noah
Acquaotta, Fiorella
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Li, Shanshan
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dung, Do Van
Armstrong, Ben
Gasparrini, Antonio
author_facet Tobías, Aurelio
Hashizume, Masahiro
Honda, Yasushi
Sera, Francesco
Ng, Chris Fook Sheng
Kim, Yoonhee
Roye, Dominic
Chung, Yeonseung
Dang, Tran Ngoc
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Vicedo-Cabrera, Ana
Abrutzky, Rosana
Guo, Yuming
Tong, Shilu
Coelho, Micheline de Sousa Zanotti Stagliorio
Saldiva, Paulo Hilario Nascimento
Lavigne, Eric
Correa, Patricia Matus
Ortega, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Kyselý, Jan
Urban, Aleš
Orru, Hans
Indermitte, Ene
Jaakkola, Jouni J. K.
Ryti, Niilo R. I.
Pascal, Mathilde
Huber, Veronika
Schneider, Alexandra
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Goodman, Patrick
Zeka, Ariana
Michelozzi, Paola
de’Donato, Francesca
Alahmad, Barrak
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Di Ruscio, Francesco
Carrasco, Gabriel
Seposo, Xerxes
Nunes, Baltazar
Madureira, Joana
Holobaca, Iulian-Horia
Scovronick, Noah
Acquaotta, Fiorella
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Li, Shanshan
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dung, Do Van
Armstrong, Ben
Gasparrini, Antonio
author_sort Tobías, Aurelio
collection PubMed
description BACKGROUND: Minimum mortality temperature (MMT) is an important indicator to assess the temperature-mortality association, indicating long-term adaptation to local climate. Limited evidence about the geographical variability of the MMT is available at a global scale. METHODS: We collected data from 658 communities in 43 countries under different climates. We estimated temperature-mortality associations to derive the MMT for each community using Poisson regression with distributed lag nonlinear models. We investigated the variation in MMT by climatic zone using a mixed-effects meta-analysis and explored the association with climatic and socioeconomic indicators. RESULTS: The geographical distribution of MMTs varied considerably by country between 14.2 and 31.1 °C decreasing by latitude. For climatic zones, the MMTs increased from alpine (13.0 °C) to continental (19.3 °C), temperate (21.7 °C), arid (24.5 °C), and tropical (26.5 °C). The MMT percentiles (MMTPs) corresponding to the MMTs decreased from temperate (79.5th) to continental (75.4th), arid (68.0th), tropical (58.5th), and alpine (41.4th). The MMTs indreased by 0.8 °C for a 1 °C rise in a community’s annual mean temperature, and by 1 °C for a 1 °C rise in its SD. While the MMTP decreased by 0.3 centile points for a 1 °C rise in a community’s annual mean temperature and by 1.3 for a 1 °C rise in its SD. CONCLUSIONS: The geographical distribution of the MMTs and MMTPs is driven mainly by the mean annual temperature, which seems to be a valuable indicator of overall adaptation across populations. Our results suggest that populations have adapted to the average temperature, although there is still more room for adaptation.
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spelling pubmed-86831482021-12-20 Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study Tobías, Aurelio Hashizume, Masahiro Honda, Yasushi Sera, Francesco Ng, Chris Fook Sheng Kim, Yoonhee Roye, Dominic Chung, Yeonseung Dang, Tran Ngoc Kim, Ho Lee, Whanhee Íñiguez, Carmen Vicedo-Cabrera, Ana Abrutzky, Rosana Guo, Yuming Tong, Shilu Coelho, Micheline de Sousa Zanotti Stagliorio Saldiva, Paulo Hilario Nascimento Lavigne, Eric Correa, Patricia Matus Ortega, Nicolás Valdés Kan, Haidong Osorio, Samuel Kyselý, Jan Urban, Aleš Orru, Hans Indermitte, Ene Jaakkola, Jouni J. K. Ryti, Niilo R. I. Pascal, Mathilde Huber, Veronika Schneider, Alexandra Katsouyanni, Klea Analitis, Antonis Entezari, Alireza Mayvaneh, Fatemeh Goodman, Patrick Zeka, Ariana Michelozzi, Paola de’Donato, Francesca Alahmad, Barrak Diaz, Magali Hurtado De la Cruz Valencia, César Overcenco, Ala Houthuijs, Danny Ameling, Caroline Rao, Shilpa Di Ruscio, Francesco Carrasco, Gabriel Seposo, Xerxes Nunes, Baltazar Madureira, Joana Holobaca, Iulian-Horia Scovronick, Noah Acquaotta, Fiorella Forsberg, Bertil Åström, Christofer Ragettli, Martina S. Guo, Yue-Liang Leon Chen, Bing-Yu Li, Shanshan Colistro, Valentina Zanobetti, Antonella Schwartz, Joel Dung, Do Van Armstrong, Ben Gasparrini, Antonio Environ Epidemiol Original Research Article BACKGROUND: Minimum mortality temperature (MMT) is an important indicator to assess the temperature-mortality association, indicating long-term adaptation to local climate. Limited evidence about the geographical variability of the MMT is available at a global scale. METHODS: We collected data from 658 communities in 43 countries under different climates. We estimated temperature-mortality associations to derive the MMT for each community using Poisson regression with distributed lag nonlinear models. We investigated the variation in MMT by climatic zone using a mixed-effects meta-analysis and explored the association with climatic and socioeconomic indicators. RESULTS: The geographical distribution of MMTs varied considerably by country between 14.2 and 31.1 °C decreasing by latitude. For climatic zones, the MMTs increased from alpine (13.0 °C) to continental (19.3 °C), temperate (21.7 °C), arid (24.5 °C), and tropical (26.5 °C). The MMT percentiles (MMTPs) corresponding to the MMTs decreased from temperate (79.5th) to continental (75.4th), arid (68.0th), tropical (58.5th), and alpine (41.4th). The MMTs indreased by 0.8 °C for a 1 °C rise in a community’s annual mean temperature, and by 1 °C for a 1 °C rise in its SD. While the MMTP decreased by 0.3 centile points for a 1 °C rise in a community’s annual mean temperature and by 1.3 for a 1 °C rise in its SD. CONCLUSIONS: The geographical distribution of the MMTs and MMTPs is driven mainly by the mean annual temperature, which seems to be a valuable indicator of overall adaptation across populations. Our results suggest that populations have adapted to the average temperature, although there is still more room for adaptation. Lippincott Williams & Wilkins 2021-09-24 /pmc/articles/PMC8683148/ /pubmed/34934890 http://dx.doi.org/10.1097/EE9.0000000000000169 Text en Copyright © 2021 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Original Research Article
Tobías, Aurelio
Hashizume, Masahiro
Honda, Yasushi
Sera, Francesco
Ng, Chris Fook Sheng
Kim, Yoonhee
Roye, Dominic
Chung, Yeonseung
Dang, Tran Ngoc
Kim, Ho
Lee, Whanhee
Íñiguez, Carmen
Vicedo-Cabrera, Ana
Abrutzky, Rosana
Guo, Yuming
Tong, Shilu
Coelho, Micheline de Sousa Zanotti Stagliorio
Saldiva, Paulo Hilario Nascimento
Lavigne, Eric
Correa, Patricia Matus
Ortega, Nicolás Valdés
Kan, Haidong
Osorio, Samuel
Kyselý, Jan
Urban, Aleš
Orru, Hans
Indermitte, Ene
Jaakkola, Jouni J. K.
Ryti, Niilo R. I.
Pascal, Mathilde
Huber, Veronika
Schneider, Alexandra
Katsouyanni, Klea
Analitis, Antonis
Entezari, Alireza
Mayvaneh, Fatemeh
Goodman, Patrick
Zeka, Ariana
Michelozzi, Paola
de’Donato, Francesca
Alahmad, Barrak
Diaz, Magali Hurtado
De la Cruz Valencia, César
Overcenco, Ala
Houthuijs, Danny
Ameling, Caroline
Rao, Shilpa
Di Ruscio, Francesco
Carrasco, Gabriel
Seposo, Xerxes
Nunes, Baltazar
Madureira, Joana
Holobaca, Iulian-Horia
Scovronick, Noah
Acquaotta, Fiorella
Forsberg, Bertil
Åström, Christofer
Ragettli, Martina S.
Guo, Yue-Liang Leon
Chen, Bing-Yu
Li, Shanshan
Colistro, Valentina
Zanobetti, Antonella
Schwartz, Joel
Dung, Do Van
Armstrong, Ben
Gasparrini, Antonio
Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title_full Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title_fullStr Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title_full_unstemmed Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title_short Geographical Variations of the Minimum Mortality Temperature at a Global Scale: A Multicountry Study
title_sort geographical variations of the minimum mortality temperature at a global scale: a multicountry study
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8683148/
https://www.ncbi.nlm.nih.gov/pubmed/34934890
http://dx.doi.org/10.1097/EE9.0000000000000169
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