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Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019

This study evaluated epidemic temporal aspects of Japanese encephalitis (JE) and investigated the weather threshold of JE response across eight climate subtypes between 2005 and 2019 in Gansu Province, China. Epidemiological data were collected from the China Information System for Disease Control a...

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Autores principales: Li, Ruifen, Zhao, Xiaohong, Tian, Yu, Shi, Yanjun, Gu, Xueyan, Wang, Shuang, Zhang, Rui, An, Jing, Su, Li, Wang, Xuxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951518/
https://www.ncbi.nlm.nih.gov/pubmed/36823521
http://dx.doi.org/10.1186/s12879-023-08074-6
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author Li, Ruifen
Zhao, Xiaohong
Tian, Yu
Shi, Yanjun
Gu, Xueyan
Wang, Shuang
Zhang, Rui
An, Jing
Su, Li
Wang, Xuxia
author_facet Li, Ruifen
Zhao, Xiaohong
Tian, Yu
Shi, Yanjun
Gu, Xueyan
Wang, Shuang
Zhang, Rui
An, Jing
Su, Li
Wang, Xuxia
author_sort Li, Ruifen
collection PubMed
description This study evaluated epidemic temporal aspects of Japanese encephalitis (JE) and investigated the weather threshold of JE response across eight climate subtypes between 2005 and 2019 in Gansu Province, China. Epidemiological data were collected from the China Information System for Disease Control and Prevention (CISDCP). Three epidemic temporal indices [frequency index (α), duration index (β), and intensity index (γ)] were adopted for the comparison of epidemic features among different climate subtypes. In addition, the local indicators of spatial association (LISA) technique was used to detect the hot-spot areas. The category and regression tree (CART) model was used to detect the response threshold of weather variables in hot-spot areas across climate subtypes. Among eight climate subtypes in Gansu, in most hot-spot areas (i.e., high–high clusters), α, β, and γ were detected in the climate subtypes of subtropical winter dry (Cwa), temperate oceanic continental (Cwb), and continental winter dry (Dwa and Dwb). According to the CART analysis, a minimum monthly temperature is required for Japanese encephalitis virus (JEV) transmission, with different threshold values among the climatic subtypes. In temperate climate zones (Cwa and Cwb), this threshold is 19 °C at a 1-month lag. It is lower in continental winter dry climate zones: 18 °C in Dwa (snow climate, dry winter, and hot summer) and 16 °C in Dwb (snow climate, dry winter, and warm summer). Additionally, some areas of the areas with temperate arid (BWk and BSk) had the first JE cases. Further studies to detect whether the climate change influence the JEV’s distribution in Gansu Province are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08074-6.
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spelling pubmed-99515182023-02-25 Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019 Li, Ruifen Zhao, Xiaohong Tian, Yu Shi, Yanjun Gu, Xueyan Wang, Shuang Zhang, Rui An, Jing Su, Li Wang, Xuxia BMC Infect Dis Research This study evaluated epidemic temporal aspects of Japanese encephalitis (JE) and investigated the weather threshold of JE response across eight climate subtypes between 2005 and 2019 in Gansu Province, China. Epidemiological data were collected from the China Information System for Disease Control and Prevention (CISDCP). Three epidemic temporal indices [frequency index (α), duration index (β), and intensity index (γ)] were adopted for the comparison of epidemic features among different climate subtypes. In addition, the local indicators of spatial association (LISA) technique was used to detect the hot-spot areas. The category and regression tree (CART) model was used to detect the response threshold of weather variables in hot-spot areas across climate subtypes. Among eight climate subtypes in Gansu, in most hot-spot areas (i.e., high–high clusters), α, β, and γ were detected in the climate subtypes of subtropical winter dry (Cwa), temperate oceanic continental (Cwb), and continental winter dry (Dwa and Dwb). According to the CART analysis, a minimum monthly temperature is required for Japanese encephalitis virus (JEV) transmission, with different threshold values among the climatic subtypes. In temperate climate zones (Cwa and Cwb), this threshold is 19 °C at a 1-month lag. It is lower in continental winter dry climate zones: 18 °C in Dwa (snow climate, dry winter, and hot summer) and 16 °C in Dwb (snow climate, dry winter, and warm summer). Additionally, some areas of the areas with temperate arid (BWk and BSk) had the first JE cases. Further studies to detect whether the climate change influence the JEV’s distribution in Gansu Province are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08074-6. BioMed Central 2023-02-23 /pmc/articles/PMC9951518/ /pubmed/36823521 http://dx.doi.org/10.1186/s12879-023-08074-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Li, Ruifen
Zhao, Xiaohong
Tian, Yu
Shi, Yanjun
Gu, Xueyan
Wang, Shuang
Zhang, Rui
An, Jing
Su, Li
Wang, Xuxia
Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title_full Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title_fullStr Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title_full_unstemmed Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title_short Different responses of Japanese encephalitis to weather variables among eight climate subtypes in Gansu, China, 2005–2019
title_sort different responses of japanese encephalitis to weather variables among eight climate subtypes in gansu, china, 2005–2019
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951518/
https://www.ncbi.nlm.nih.gov/pubmed/36823521
http://dx.doi.org/10.1186/s12879-023-08074-6
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