The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.

Dengue is hyperendemic in Brazil, with outbreaks affecting all regions. Previous studies identified geographical barriers to dengue transmission in Brazil, beyond which certain areas, such as South Brazil and the Amazon rainforest, were relatively protected from outbreaks. Recent data shows these ba...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Sophie A Lee, Theodoros Economou, Rafael de Castro Catão, Christovam Barcellos, Rachel Lowe
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0009773
https://doaj.org/article/e6b8ec23a38d4d1bb0f514e3f38ebf24
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spelling ftdoajarticles:oai:doaj.org/article:e6b8ec23a38d4d1bb0f514e3f38ebf24 2023-05-15T15:16:25+02:00 The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil. Sophie A Lee Theodoros Economou Rafael de Castro Catão Christovam Barcellos Rachel Lowe 2021-12-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0009773 https://doaj.org/article/e6b8ec23a38d4d1bb0f514e3f38ebf24 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0009773 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009773 https://doaj.org/article/e6b8ec23a38d4d1bb0f514e3f38ebf24 PLoS Neglected Tropical Diseases, Vol 15, Iss 12, p e0009773 (2021) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.1371/journal.pntd.0009773 2022-12-31T13:45:45Z Dengue is hyperendemic in Brazil, with outbreaks affecting all regions. Previous studies identified geographical barriers to dengue transmission in Brazil, beyond which certain areas, such as South Brazil and the Amazon rainforest, were relatively protected from outbreaks. Recent data shows these barriers are being eroded. In this study, we explore the drivers of this expansion and identify the current limits to the dengue transmission zone. We used a spatio-temporal additive model to explore the associations between dengue outbreaks and temperature suitability, urbanisation, and connectivity to the Brazilian urban network. The model was applied to a binary outbreak indicator, assuming the official threshold value of 300 cases per 100,000 residents, for Brazil's municipalities between 2001 and 2020. We found a nonlinear relationship between higher levels of connectivity to the Brazilian urban network and the odds of an outbreak, with lower odds in metropoles compared to regional capitals. The number of months per year with suitable temperature conditions for Aedes mosquitoes was positively associated with the dengue outbreak occurrence. Temperature suitability explained most interannual and spatial variation in South Brazil, confirming this geographical barrier is influenced by lower seasonal temperatures. Municipalities that had experienced an outbreak previously had double the odds of subsequent outbreaks. We identified geographical barriers to dengue transmission in South Brazil, western Amazon, and along the northern coast of Brazil. Although a southern barrier still exists, it has shifted south, and the Amazon no longer has a clear boundary. Few areas of Brazil remain protected from dengue outbreaks. Communities living on the edge of previous barriers are particularly susceptible to future outbreaks as they lack immunity. Control strategies should target regions at risk of future outbreaks as well as those currently within the dengue transmission zone. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 15 12 e0009773
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Sophie A Lee
Theodoros Economou
Rafael de Castro Catão
Christovam Barcellos
Rachel Lowe
The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Dengue is hyperendemic in Brazil, with outbreaks affecting all regions. Previous studies identified geographical barriers to dengue transmission in Brazil, beyond which certain areas, such as South Brazil and the Amazon rainforest, were relatively protected from outbreaks. Recent data shows these barriers are being eroded. In this study, we explore the drivers of this expansion and identify the current limits to the dengue transmission zone. We used a spatio-temporal additive model to explore the associations between dengue outbreaks and temperature suitability, urbanisation, and connectivity to the Brazilian urban network. The model was applied to a binary outbreak indicator, assuming the official threshold value of 300 cases per 100,000 residents, for Brazil's municipalities between 2001 and 2020. We found a nonlinear relationship between higher levels of connectivity to the Brazilian urban network and the odds of an outbreak, with lower odds in metropoles compared to regional capitals. The number of months per year with suitable temperature conditions for Aedes mosquitoes was positively associated with the dengue outbreak occurrence. Temperature suitability explained most interannual and spatial variation in South Brazil, confirming this geographical barrier is influenced by lower seasonal temperatures. Municipalities that had experienced an outbreak previously had double the odds of subsequent outbreaks. We identified geographical barriers to dengue transmission in South Brazil, western Amazon, and along the northern coast of Brazil. Although a southern barrier still exists, it has shifted south, and the Amazon no longer has a clear boundary. Few areas of Brazil remain protected from dengue outbreaks. Communities living on the edge of previous barriers are particularly susceptible to future outbreaks as they lack immunity. Control strategies should target regions at risk of future outbreaks as well as those currently within the dengue transmission zone.
format Article in Journal/Newspaper
author Sophie A Lee
Theodoros Economou
Rafael de Castro Catão
Christovam Barcellos
Rachel Lowe
author_facet Sophie A Lee
Theodoros Economou
Rafael de Castro Catão
Christovam Barcellos
Rachel Lowe
author_sort Sophie A Lee
title The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
title_short The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
title_full The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
title_fullStr The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
title_full_unstemmed The impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century Brazil.
title_sort impact of climate suitability, urbanisation, and connectivity on the expansion of dengue in 21st century brazil.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doi.org/10.1371/journal.pntd.0009773
https://doaj.org/article/e6b8ec23a38d4d1bb0f514e3f38ebf24
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 15, Iss 12, p e0009773 (2021)
op_relation https://doi.org/10.1371/journal.pntd.0009773
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0009773
https://doaj.org/article/e6b8ec23a38d4d1bb0f514e3f38ebf24
op_doi https://doi.org/10.1371/journal.pntd.0009773
container_title PLOS Neglected Tropical Diseases
container_volume 15
container_issue 12
container_start_page e0009773
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