Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.

Dengue continues to be the most important vector-borne viral disease globally and in Brazil, where more than 1.4 million cases and over 500 deaths were reported in 2016. Mosquito control programmes and other interventions have not stopped the alarming trend of increasingly large epidemics in the pas...

Full description

Bibliographic Details
Published in:PLOS Neglected Tropical Diseases
Main Authors: Mikhail Churakov, Christian J Villabona-Arenas, Moritz U G Kraemer, Henrik Salje, Simon Cauchemez
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2019
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0007012
https://doaj.org/article/965f1514664f4c63aa3b873e9206beae
id ftdoajarticles:oai:doaj.org/article:965f1514664f4c63aa3b873e9206beae
record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:965f1514664f4c63aa3b873e9206beae 2024-09-09T19:26:30+00:00 Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony. Mikhail Churakov Christian J Villabona-Arenas Moritz U G Kraemer Henrik Salje Simon Cauchemez 2019-04-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0007012 https://doaj.org/article/965f1514664f4c63aa3b873e9206beae EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0007012 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0007012 https://doaj.org/article/965f1514664f4c63aa3b873e9206beae PLoS Neglected Tropical Diseases, Vol 13, Iss 4, p e0007012 (2019) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2019 ftdoajarticles https://doi.org/10.1371/journal.pntd.0007012 2024-08-05T17:49:35Z Dengue continues to be the most important vector-borne viral disease globally and in Brazil, where more than 1.4 million cases and over 500 deaths were reported in 2016. Mosquito control programmes and other interventions have not stopped the alarming trend of increasingly large epidemics in the past few years. Here, we analyzed monthly dengue cases reported in Brazil between 2001 and 2016 to better characterise the key drivers of dengue epidemics. Spatio-temporal analysis revealed recurring travelling waves of disease occurrence. Using wavelet methods, we characterised the average seasonal pattern of dengue in Brazil, which starts in the western states of Acre and Rondônia, then travels eastward to the coast before reaching the northeast of the country. Only two states in the north of Brazil (Roraima and Amapá) did not follow the countrywide pattern and had inconsistent timing of dengue epidemics throughout the study period. We also explored epidemic synchrony and timing of annual dengue cycles in Brazilian regions. Using gravity style models combined with climate factors, we showed that both human mobility and vector ecology contribute to spatial patterns of dengue occurrence. This study offers a characterization of the spatial dynamics of dengue in Brazil and its drivers, which could inform intervention strategies against dengue and other arboviruses. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 13 4 e0007012
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
Mikhail Churakov
Christian J Villabona-Arenas
Moritz U G Kraemer
Henrik Salje
Simon Cauchemez
Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Dengue continues to be the most important vector-borne viral disease globally and in Brazil, where more than 1.4 million cases and over 500 deaths were reported in 2016. Mosquito control programmes and other interventions have not stopped the alarming trend of increasingly large epidemics in the past few years. Here, we analyzed monthly dengue cases reported in Brazil between 2001 and 2016 to better characterise the key drivers of dengue epidemics. Spatio-temporal analysis revealed recurring travelling waves of disease occurrence. Using wavelet methods, we characterised the average seasonal pattern of dengue in Brazil, which starts in the western states of Acre and Rondônia, then travels eastward to the coast before reaching the northeast of the country. Only two states in the north of Brazil (Roraima and Amapá) did not follow the countrywide pattern and had inconsistent timing of dengue epidemics throughout the study period. We also explored epidemic synchrony and timing of annual dengue cycles in Brazilian regions. Using gravity style models combined with climate factors, we showed that both human mobility and vector ecology contribute to spatial patterns of dengue occurrence. This study offers a characterization of the spatial dynamics of dengue in Brazil and its drivers, which could inform intervention strategies against dengue and other arboviruses.
format Article in Journal/Newspaper
author Mikhail Churakov
Christian J Villabona-Arenas
Moritz U G Kraemer
Henrik Salje
Simon Cauchemez
author_facet Mikhail Churakov
Christian J Villabona-Arenas
Moritz U G Kraemer
Henrik Salje
Simon Cauchemez
author_sort Mikhail Churakov
title Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
title_short Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
title_full Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
title_fullStr Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
title_full_unstemmed Spatio-temporal dynamics of dengue in Brazil: Seasonal travelling waves and determinants of regional synchrony.
title_sort spatio-temporal dynamics of dengue in brazil: seasonal travelling waves and determinants of regional synchrony.
publisher Public Library of Science (PLoS)
publishDate 2019
url https://doi.org/10.1371/journal.pntd.0007012
https://doaj.org/article/965f1514664f4c63aa3b873e9206beae
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 13, Iss 4, p e0007012 (2019)
op_relation https://doi.org/10.1371/journal.pntd.0007012
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0007012
https://doaj.org/article/965f1514664f4c63aa3b873e9206beae
op_doi https://doi.org/10.1371/journal.pntd.0007012
container_title PLOS Neglected Tropical Diseases
container_volume 13
container_issue 4
container_start_page e0007012
_version_ 1809896096750632960