TY - JOUR
T1 - Geographical Variations of the Minimum Mortality Temperature at a Global Scale
AU - Tobías, Aurelio
AU - Hashizume, Masahiro
AU - Honda, Yasushi
AU - Sera, Francesco
AU - Ng, Chris Fook Sheng
AU - Kim, Yoonhee
AU - Roye, Dominic
AU - Chung, Yeonseung
AU - Dang, Tran Ngoc
AU - Kim, Ho
AU - Lee, Whanhee
AU - Íñiguez, Carmen
AU - Vicedo-Cabrera, Ana
AU - Abrutzky, Rosana
AU - Guo, Yuming
AU - Tong, Shilu
AU - de Sousa Zanotti Stagliorio Coelho, Micheline
AU - Saldiva, Paulo Hilario Nascimento
AU - Lavigne, Eric
AU - Correa, Patricia Matus
AU - Ortega, Nicolás Valdés
AU - Kan, Haidong
AU - Osorio, Samuel
AU - Kyselý, Jan
AU - Urban, Aleš
AU - Orru, Hans
AU - Indermitte, Ene
AU - Jaakkola, Jouni J.K.
AU - Ryti, Niilo R.I.
AU - Pascal, Mathilde
AU - Huber, Veronika
AU - Schneider, Alexandra
AU - Katsouyanni, Klea
AU - Analitis, Antonis
AU - Entezari, Alireza
AU - Mayvaneh, Fatemeh
AU - Goodman, Patrick
AU - Zeka, Ariana
AU - Michelozzi, Paola
AU - de'Donato, Francesca
AU - Alahmad, Barrak
AU - Diaz, Magali Hurtado
AU - de la Cruz Valencia, César
AU - Overcenco, Ala
AU - Houthuijs, Danny
AU - Ameling, Caroline
AU - Rao, Shilpa
AU - Di Ruscio, Francesco
AU - Carrasco, Gabriel
AU - Seposo, Xerxes
N1 - Publisher Copyright:
Copyright © 2021 The Authors.
PY - 2021/10/1
Y1 - 2021/10/1
N2 - 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 ºC decreasing by latitude. For climatic zones, the MMTs increased from alpine (13.0 ºC) to continental (19.3 ºC), temperate (21.7 ºC), arid (24.5 ºC), and tropical (26.5 ºC). 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 ºC for a 1 ºC rise in a community's annual mean temperature, and by 1 ºC for a 1 ºC rise in its SD. While the MMTP decreased by 0.3 centile points for a 1 ºC rise in a community's annual mean temperature and by 1.3 for a 1 ºC 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.
AB - 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 ºC decreasing by latitude. For climatic zones, the MMTs increased from alpine (13.0 ºC) to continental (19.3 ºC), temperate (21.7 ºC), arid (24.5 ºC), and tropical (26.5 ºC). 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 ºC for a 1 ºC rise in a community's annual mean temperature, and by 1 ºC for a 1 ºC rise in its SD. While the MMTP decreased by 0.3 centile points for a 1 ºC rise in a community's annual mean temperature and by 1.3 for a 1 ºC 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.
KW - Adaptation
KW - Climate
KW - Distributed lag nonlinear models
KW - Minimum mortality temperature
KW - Multi-city
KW - Multi-country
KW - Time-series
U2 - 10.1097/EE9.0000000000000169
DO - 10.1097/EE9.0000000000000169
M3 - Article
SN - 2474-7882
VL - 5
JO - Environmental epidemiology
JF - Environmental epidemiology
IS - 5
M1 - e169
ER -