Cargando…
Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina
In the last two decades dengue cases increased significantly throughout the world, giving place to more frequent outbreaks in Latin America. In the non-endemic city of San Ramón de la Nueva Orán, located in Northwest Argentina, large dengue outbreaks alternate with several years of smaller ones. Thi...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709237/ https://www.ncbi.nlm.nih.gov/pubmed/36474869 http://dx.doi.org/10.1016/j.idm.2022.10.004 |
_version_ | 1784841104505438208 |
---|---|
author | Gutierrez, Javier Armando Laneri, Karina Aparicio, Juan Pablo Sibona, Gustavo Javier |
author_facet | Gutierrez, Javier Armando Laneri, Karina Aparicio, Juan Pablo Sibona, Gustavo Javier |
author_sort | Gutierrez, Javier Armando |
collection | PubMed |
description | In the last two decades dengue cases increased significantly throughout the world, giving place to more frequent outbreaks in Latin America. In the non-endemic city of San Ramón de la Nueva Orán, located in Northwest Argentina, large dengue outbreaks alternate with several years of smaller ones. This pattern, as well as the understanding of the underlying mechanisms, could be essential to design proper strategies to reduce epidemic size. We develop a stochastic model that includes climate variables, social structure, and mobility between a non-endemic city and an endemic area. Climatic variables were input of a mosquito population ecological model, which in turn was coupled to a meta-population, spatially explicit, epidemiological model. Human mobility was included into the model given the high border crossing to the northern country of Bolivia, where dengue transmission is sustained during the whole year. We tested different hypotheses regarding people mobility as well as climate variability by fitting numerical simulations to weekly clinical data reported from 2009 to 2016. After assessing the number of imported cases that triggered the observed outbreaks, our model allows to explain the observed epidemic pattern. We found that the number of vectors per host and the effective reproductive number are proxies for large epidemics. Both proxies are related with climate variability such as rainfall and temperature, opening the possibility to test these meteorological variables for forecast purposes. |
format | Online Article Text |
id | pubmed-9709237 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-97092372022-12-05 Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina Gutierrez, Javier Armando Laneri, Karina Aparicio, Juan Pablo Sibona, Gustavo Javier Infect Dis Model Article In the last two decades dengue cases increased significantly throughout the world, giving place to more frequent outbreaks in Latin America. In the non-endemic city of San Ramón de la Nueva Orán, located in Northwest Argentina, large dengue outbreaks alternate with several years of smaller ones. This pattern, as well as the understanding of the underlying mechanisms, could be essential to design proper strategies to reduce epidemic size. We develop a stochastic model that includes climate variables, social structure, and mobility between a non-endemic city and an endemic area. Climatic variables were input of a mosquito population ecological model, which in turn was coupled to a meta-population, spatially explicit, epidemiological model. Human mobility was included into the model given the high border crossing to the northern country of Bolivia, where dengue transmission is sustained during the whole year. We tested different hypotheses regarding people mobility as well as climate variability by fitting numerical simulations to weekly clinical data reported from 2009 to 2016. After assessing the number of imported cases that triggered the observed outbreaks, our model allows to explain the observed epidemic pattern. We found that the number of vectors per host and the effective reproductive number are proxies for large epidemics. Both proxies are related with climate variability such as rainfall and temperature, opening the possibility to test these meteorological variables for forecast purposes. KeAi Publishing 2022-10-27 /pmc/articles/PMC9709237/ /pubmed/36474869 http://dx.doi.org/10.1016/j.idm.2022.10.004 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Gutierrez, Javier Armando Laneri, Karina Aparicio, Juan Pablo Sibona, Gustavo Javier Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title | Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title_full | Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title_fullStr | Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title_full_unstemmed | Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title_short | Meteorological indicators of dengue epidemics in non-endemic Northwest Argentina |
title_sort | meteorological indicators of dengue epidemics in non-endemic northwest argentina |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709237/ https://www.ncbi.nlm.nih.gov/pubmed/36474869 http://dx.doi.org/10.1016/j.idm.2022.10.004 |
work_keys_str_mv | AT gutierrezjavierarmando meteorologicalindicatorsofdengueepidemicsinnonendemicnorthwestargentina AT lanerikarina meteorologicalindicatorsofdengueepidemicsinnonendemicnorthwestargentina AT apariciojuanpablo meteorologicalindicatorsofdengueepidemicsinnonendemicnorthwestargentina AT sibonagustavojavier meteorologicalindicatorsofdengueepidemicsinnonendemicnorthwestargentina |