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Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China
BACKGROUND: Given the rapid geographic spread of dengue and the growing frequency and intensity of heavy rainfall events, it is imperative to understand the relationship between these phenomena in order to propose effective interventions. However, studies exploring the association between heavy rain...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491345/ https://www.ncbi.nlm.nih.gov/pubmed/37693392 http://dx.doi.org/10.21203/rs.3.rs-3302421/v1 |
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author | Cheng, Qu Jing, Qinlong Collender, Philip A. Head, Jennifer R. Li, Qi Yu, Hailan Li, Zhichao Ju, Yang Chen, Tianmu Wang, Peng Cleary, Eimear Lai, Shengjie |
author_facet | Cheng, Qu Jing, Qinlong Collender, Philip A. Head, Jennifer R. Li, Qi Yu, Hailan Li, Zhichao Ju, Yang Chen, Tianmu Wang, Peng Cleary, Eimear Lai, Shengjie |
author_sort | Cheng, Qu |
collection | PubMed |
description | BACKGROUND: Given the rapid geographic spread of dengue and the growing frequency and intensity of heavy rainfall events, it is imperative to understand the relationship between these phenomena in order to propose effective interventions. However, studies exploring the association between heavy rainfall and dengue infection risk have reached conflicting conclusions. METHODS: In this study, we use a distributed lag non-linear model to examine the association between dengue infection risk and heavy rainfall in Guangzhou, a dengue transmission hotspot in southern China, stratified by prior water availability. RESULTS: Our findings suggest that the effects of heavy rainfall are likely to be modified by prior water availability. A 24–55 day lagged impact of heavy rainfall was associated with an increase in dengue risk when prior water availability was low, with the greatest incidence rate ratio (IRR) of 1.37 (95% credible interval (CI): 1.02–1.83) occurring at a lag of 27 days. In contrast, a heavy rainfall lag of 7–121 days decreased dengue risk when prior water availability was high, with the lowest IRR of 0.59 (95% CI: 0.43–0.79), occurring at a lag of 45 days. CONCLUSIONS: These findings may help to reconcile the inconsistent conclusions reached by previous studies and improve our understanding of the complex relationship between heavy rainfall and dengue infection risk. |
format | Online Article Text |
id | pubmed-10491345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-104913452023-09-09 Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China Cheng, Qu Jing, Qinlong Collender, Philip A. Head, Jennifer R. Li, Qi Yu, Hailan Li, Zhichao Ju, Yang Chen, Tianmu Wang, Peng Cleary, Eimear Lai, Shengjie Res Sq Article BACKGROUND: Given the rapid geographic spread of dengue and the growing frequency and intensity of heavy rainfall events, it is imperative to understand the relationship between these phenomena in order to propose effective interventions. However, studies exploring the association between heavy rainfall and dengue infection risk have reached conflicting conclusions. METHODS: In this study, we use a distributed lag non-linear model to examine the association between dengue infection risk and heavy rainfall in Guangzhou, a dengue transmission hotspot in southern China, stratified by prior water availability. RESULTS: Our findings suggest that the effects of heavy rainfall are likely to be modified by prior water availability. A 24–55 day lagged impact of heavy rainfall was associated with an increase in dengue risk when prior water availability was low, with the greatest incidence rate ratio (IRR) of 1.37 (95% credible interval (CI): 1.02–1.83) occurring at a lag of 27 days. In contrast, a heavy rainfall lag of 7–121 days decreased dengue risk when prior water availability was high, with the lowest IRR of 0.59 (95% CI: 0.43–0.79), occurring at a lag of 45 days. CONCLUSIONS: These findings may help to reconcile the inconsistent conclusions reached by previous studies and improve our understanding of the complex relationship between heavy rainfall and dengue infection risk. American Journal Experts 2023-08-31 /pmc/articles/PMC10491345/ /pubmed/37693392 http://dx.doi.org/10.21203/rs.3.rs-3302421/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Cheng, Qu Jing, Qinlong Collender, Philip A. Head, Jennifer R. Li, Qi Yu, Hailan Li, Zhichao Ju, Yang Chen, Tianmu Wang, Peng Cleary, Eimear Lai, Shengjie Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title | Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title_full | Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title_fullStr | Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title_full_unstemmed | Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title_short | Prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern China |
title_sort | prior water availability modifies the effect of heavy rainfall on dengue transmission: a time series analysis of passive surveillance data from southern china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491345/ https://www.ncbi.nlm.nih.gov/pubmed/37693392 http://dx.doi.org/10.21203/rs.3.rs-3302421/v1 |
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