TY - JOUR
T1 - Temporal change in minimum mortality temperature under changing climate
T2 - a multicountry multicommunity observational study spanning 1986–2015
AU - Yang, Daewon
AU - Hashizume, Masahiro
AU - Tobías, Aurelio
AU - Honda, Yasushi
AU - Roye, Dominic
AU - Oh, Jaemin
AU - Dang, Tran Ngoc
AU - Kim, Yoonhee
AU - Abrutzky, Rosana
AU - Guo, Yuming
AU - Tong, Shilu
AU - Coelho, Micheline de Sousa Zanotti Stagliorio
AU - Saldiva, Paulo Hilario Nascimento
AU - Lavigne, Eric
AU - Correa, Patricia Matus
AU - Ortega, Nicolás Valdés
AU - Osorio, Samuel
AU - Kyselý, Jan
AU - Urban, Aleš
AU - Orru, Hans
AU - Indermitte, Ene
AU - Jaakkola, Jouni
AU - Ryti, Niilo
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 - Valencia, César De la Cruz
AU - Overcenco, Ala
AU - Houthuijs, Danny
AU - Ameling, Caroline
AU - Rao, Shilpa
AU - Nunes, Baltazar
AU - Madureira, Joana
AU - Holo-Bâc, Iulian Horia
AU - Scovronick, Noah
AU - Acquaotta, Fiorella
AU - Kim, Ho
AU - Lee, Whanhee
AU - Íñiguez, Carmen
AU - Forsberg, Bertil
AU - Vicedo-Cabrera, Ana Maria
AU - Ragettli, Martina S.
AU - Guo, Yue Liang Leon
AU - Pan, Shih Chun
AU - Li, Shanshan
AU - Sera, Francesco
AU - Zanobetti, Antonella
AU - Schwartz, Joel
AU - Armstrong, Ben
AU - Gasparrini, Antonio
AU - Chung, Yeonseung
N1 - Funding Information:
D.Y. was supported by the National Research Foundation of Korea Grant funded by the Korean Government (NRF-2022M3J6A1084843). Y.C. was supported by the National Research Foundation of Korea (NRF) Grant funded by the Korea Government (MSIT) (No. 2022M3J6A1063021). A.T. was supported by the JSPS KAKENHI Grant Number 24K13527. Y.H. was supported by the Environment Research and Technology Development Fund (S-14) of the Ministry of Environment, Japan. M.H. was supported by the Japan Science and Technology Agency (JST) as part of SICORP (grant number JPMJSC20E4). A.G. was supported by the Medical Research Council, UK (MR/R013349/1 and MR/V034162/1) and the European Union\u2019s Horizon 2020 Project Exhaustion (grant ID: 820655). A.S. was supported by the European Union\u2019s Horizon 2020 Project Exhaustion (grant ID: 820655). J.M. was supported by an FCT grant (SFRH/BPD/115112/2016).
Publisher Copyright:
Copyright © 2024 The Authors. Published by Wolters Kluwer Health, Inc.
PY - 2024/9/30
Y1 - 2024/9/30
N2 - Background: The minimum mortality temperature (MMT) or MMT percentile (MMTP) is an indicator of population susceptibility to nonoptimum temperatures. MMT and MMTP change over time; however, the changing directions show region-wide heterogeneity. We examined the heterogeneity of temporal changes in MMT and MMTP across multiple communities and in multiple countries. Methods: Daily time-series data for mortality and ambient mean temperature for 699 communities in 34 countries spanning 1986–2015 were analyzed using a two-stage meta-analysis. First, a quasi-Poisson regression was employed to estimate MMT and MMTP for each community during the designated subperiods. Second, we pooled the community-specific temporally varying estimates using mixed-effects meta-regressions to examine temporal changes in MMT and MMTP in the entire study population, as well as by climate zone, geographical region, and country. Results: Temporal increases in MMT and MMTP from 19.5 °C (17.9, 21.1) to 20.3 °C (18.5, 22.0) and from the 74.5 (68.3, 80.6) to 75.0 (71.0, 78.9) percentiles in the entire population were found, respectively. Temporal change was significantly heterogeneous across geographical regions (P < 0.001). Temporal increases in MMT were observed in East Asia (linear slope [LS] = 0.91, P = 0.02) and South-East Asia (LS = 0.62, P = 0.05), whereas a temporal decrease in MMT was observed in South Europe (LS = −0.46, P = 0.05). MMTP decreased temporally in North Europe (LS = −3.45, P = 0.02) and South Europe (LS = −2.86, P = 0.05). Conclusions: The temporal change in MMT or MMTP was largely heterogeneous. Population susceptibility in terms of optimum temperature may have changed under a warming climate, albeit with large region-dependent variations.
AB - Background: The minimum mortality temperature (MMT) or MMT percentile (MMTP) is an indicator of population susceptibility to nonoptimum temperatures. MMT and MMTP change over time; however, the changing directions show region-wide heterogeneity. We examined the heterogeneity of temporal changes in MMT and MMTP across multiple communities and in multiple countries. Methods: Daily time-series data for mortality and ambient mean temperature for 699 communities in 34 countries spanning 1986–2015 were analyzed using a two-stage meta-analysis. First, a quasi-Poisson regression was employed to estimate MMT and MMTP for each community during the designated subperiods. Second, we pooled the community-specific temporally varying estimates using mixed-effects meta-regressions to examine temporal changes in MMT and MMTP in the entire study population, as well as by climate zone, geographical region, and country. Results: Temporal increases in MMT and MMTP from 19.5 °C (17.9, 21.1) to 20.3 °C (18.5, 22.0) and from the 74.5 (68.3, 80.6) to 75.0 (71.0, 78.9) percentiles in the entire population were found, respectively. Temporal change was significantly heterogeneous across geographical regions (P < 0.001). Temporal increases in MMT were observed in East Asia (linear slope [LS] = 0.91, P = 0.02) and South-East Asia (LS = 0.62, P = 0.05), whereas a temporal decrease in MMT was observed in South Europe (LS = −0.46, P = 0.05). MMTP decreased temporally in North Europe (LS = −3.45, P = 0.02) and South Europe (LS = −2.86, P = 0.05). Conclusions: The temporal change in MMT or MMTP was largely heterogeneous. Population susceptibility in terms of optimum temperature may have changed under a warming climate, albeit with large region-dependent variations.
KW - Climate change
KW - Heterogeneity
KW - Human adaptation
KW - Minimum mortality temperature
KW - Temporal change
UR - http://www.scopus.com/inward/record.url?scp=85206503397&partnerID=8YFLogxK
U2 - 10.1097/EE9.0000000000000334
DO - 10.1097/EE9.0000000000000334
M3 - Article
AN - SCOPUS:85206503397
SN - 2474-7882
VL - 8
JO - Environmental Epidemiology
JF - Environmental Epidemiology
IS - 5
M1 - e334
ER -