tetano
Editor, Senior Moderator
Epidemics
. 2022 Nov 9;41:100650.
doi: 10.1016/j.epidem.2022.100650. Online ahead of print.
Association between meteorological factors and the epidemics of influenza (sub)types in a subtropical basin of Southwest China
Linlin Zhou[SUP] 1 [/SUP], Huiping Yang[SUP] 2 [/SUP], Wen Pan[SUP] 3 [/SUP], Jianan Xu[SUP] 2 [/SUP], Yuliang Feng[SUP] 2 [/SUP], Weihua Zhang[SUP] 3 [/SUP], Zerui Shao[SUP] 3 [/SUP], Tianshu Li[SUP] 2 [/SUP], Shuang Li[SUP] 2 [/SUP], Ting Huang[SUP] 2 [/SUP], Chuang Wang[SUP] 4 [/SUP], Wanyi Li[SUP] 1 [/SUP], Mingyuan Li[SUP] 1 [/SUP], Shusen He[SUP] 2 [/SUP], Yu Zhan[SUP] 5 [/SUP], Ming Pan[SUP] 6 [/SUP]
Affiliations
Abstract
Background: The effects of climatic conditions on the prevalence of individual influenza (sub)types are not well understood in the subtropics. This study aims to evaluate the associations between meteorological factors and seasonal epidemics of A(H3N2), A(H1N1)pdm09, and type B influenza viruses, as well as to estimate the interactions between climatic variables in a subtropical basin region.
Methods: The seasonality of influenza (sub)types during 2010-2019 were characterized in Chengdu Plain Economic Zone, a densely populated and highly humid plain area in Sichuan Basin in subtropical Southwest China. Generalized additive models were adopted to assess the independent exposure-response relationship between meteorological variables and influenza prevalence. The interactions of meteorological variables were further estimated using bivariate response surface models and strata models.
Results: Our analyses indicated that the temperature, relative humidity, and absolute humidity have exhibited a major influence on influenza infection in Chengdu Plain Economic Zone. Low temperature was shown to promote the prevalence of A(H1N1)pdm09 and type B in winter-spring days at all levels of relative humidity. High risk of A(H3N2) infections was observed at low temperature or high temperature, and at higher relative humidity. Moreover, absolute humidity decreased or increased influenza (sub)type infections within different ranges.
Conclusions: This study found different nonlinear relationships between meteorological factors and the seasonality of influenza (sub)types, as well as significant interactive effects between climatic variables, contributing to the research on the climate drivers of influenza prevalence in warm-humid basin regions in the subtropics.
Keywords: Generalized additive model; Influenza subtype; Meteorological factors; Southwest China; Subtropical basin region.
. 2022 Nov 9;41:100650.
doi: 10.1016/j.epidem.2022.100650. Online ahead of print.
Association between meteorological factors and the epidemics of influenza (sub)types in a subtropical basin of Southwest China
Linlin Zhou[SUP] 1 [/SUP], Huiping Yang[SUP] 2 [/SUP], Wen Pan[SUP] 3 [/SUP], Jianan Xu[SUP] 2 [/SUP], Yuliang Feng[SUP] 2 [/SUP], Weihua Zhang[SUP] 3 [/SUP], Zerui Shao[SUP] 3 [/SUP], Tianshu Li[SUP] 2 [/SUP], Shuang Li[SUP] 2 [/SUP], Ting Huang[SUP] 2 [/SUP], Chuang Wang[SUP] 4 [/SUP], Wanyi Li[SUP] 1 [/SUP], Mingyuan Li[SUP] 1 [/SUP], Shusen He[SUP] 2 [/SUP], Yu Zhan[SUP] 5 [/SUP], Ming Pan[SUP] 6 [/SUP]
Affiliations
- PMID: 36375312
- DOI: 10.1016/j.epidem.2022.100650
Abstract
Background: The effects of climatic conditions on the prevalence of individual influenza (sub)types are not well understood in the subtropics. This study aims to evaluate the associations between meteorological factors and seasonal epidemics of A(H3N2), A(H1N1)pdm09, and type B influenza viruses, as well as to estimate the interactions between climatic variables in a subtropical basin region.
Methods: The seasonality of influenza (sub)types during 2010-2019 were characterized in Chengdu Plain Economic Zone, a densely populated and highly humid plain area in Sichuan Basin in subtropical Southwest China. Generalized additive models were adopted to assess the independent exposure-response relationship between meteorological variables and influenza prevalence. The interactions of meteorological variables were further estimated using bivariate response surface models and strata models.
Results: Our analyses indicated that the temperature, relative humidity, and absolute humidity have exhibited a major influence on influenza infection in Chengdu Plain Economic Zone. Low temperature was shown to promote the prevalence of A(H1N1)pdm09 and type B in winter-spring days at all levels of relative humidity. High risk of A(H3N2) infections was observed at low temperature or high temperature, and at higher relative humidity. Moreover, absolute humidity decreased or increased influenza (sub)type infections within different ranges.
Conclusions: This study found different nonlinear relationships between meteorological factors and the seasonality of influenza (sub)types, as well as significant interactive effects between climatic variables, contributing to the research on the climate drivers of influenza prevalence in warm-humid basin regions in the subtropics.
Keywords: Generalized additive model; Influenza subtype; Meteorological factors; Southwest China; Subtropical basin region.