Cargando…
Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil
Background: Dengue studies at the urban scale are scarce and required for guiding control efforts. In Brazil, the burden of dengue is high and challenges city public health administrations with limited resources. Here we studied the dynamics of a dengue epidemic in a single city. Methods: Serum samp...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824887/ https://www.ncbi.nlm.nih.gov/pubmed/27069820 http://dx.doi.org/10.7717/peerj.1892 |
_version_ | 1782426147563241472 |
---|---|
author | Villabona-Arenas, Christian Julián de Oliveira, Jessica Luana de Sousa-Capra, Carla Balarini, Karime Pereira da Fonseca, Celso Ricardo Theoto Zanotto, Paolo Marinho de Andrade |
author_facet | Villabona-Arenas, Christian Julián de Oliveira, Jessica Luana de Sousa-Capra, Carla Balarini, Karime Pereira da Fonseca, Celso Ricardo Theoto Zanotto, Paolo Marinho de Andrade |
author_sort | Villabona-Arenas, Christian Julián |
collection | PubMed |
description | Background: Dengue studies at the urban scale are scarce and required for guiding control efforts. In Brazil, the burden of dengue is high and challenges city public health administrations with limited resources. Here we studied the dynamics of a dengue epidemic in a single city. Methods: Serum samples from dengue suspected cases were collected and tested, from December 2012 and July 2013 in Guarujá, Brazil. We use incidence series analysis to provide a detailed view of the reproduction number dynamics and a Bayesian analysis to infer the spread of the serotype using geographic and temporal data. Results: We obtained nucleotide sequences from 354 envelope genes and georeferenced 286 samples during the course of the outbreak. Serotype 4 was responsible for the epidemic. We identified at least two major lineages that overlapped in distribution. We observed high reproduction numbers and high cladogenesis prior to the escalation of clinical case notifications. Three densely populated non-adjacent neighborhoods played a pivotal role during the onset and/or course of the epidemic. Discussion: Our findings point to high dengue virus transmission with a substantial proportion of unapparent cases that led to a late recognition of an outbreak. Usually source reductions initiatives tend to be insufficient once an epidemic has been established. Nevertheless, health authorities in Guarujá prioritized vector control on specific places with clusters of georeferenced viremic patients, which appear to have diminished the epidemic impact. |
format | Online Article Text |
id | pubmed-4824887 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-48248872016-04-11 Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil Villabona-Arenas, Christian Julián de Oliveira, Jessica Luana de Sousa-Capra, Carla Balarini, Karime Pereira da Fonseca, Celso Ricardo Theoto Zanotto, Paolo Marinho de Andrade PeerJ Evolutionary Studies Background: Dengue studies at the urban scale are scarce and required for guiding control efforts. In Brazil, the burden of dengue is high and challenges city public health administrations with limited resources. Here we studied the dynamics of a dengue epidemic in a single city. Methods: Serum samples from dengue suspected cases were collected and tested, from December 2012 and July 2013 in Guarujá, Brazil. We use incidence series analysis to provide a detailed view of the reproduction number dynamics and a Bayesian analysis to infer the spread of the serotype using geographic and temporal data. Results: We obtained nucleotide sequences from 354 envelope genes and georeferenced 286 samples during the course of the outbreak. Serotype 4 was responsible for the epidemic. We identified at least two major lineages that overlapped in distribution. We observed high reproduction numbers and high cladogenesis prior to the escalation of clinical case notifications. Three densely populated non-adjacent neighborhoods played a pivotal role during the onset and/or course of the epidemic. Discussion: Our findings point to high dengue virus transmission with a substantial proportion of unapparent cases that led to a late recognition of an outbreak. Usually source reductions initiatives tend to be insufficient once an epidemic has been established. Nevertheless, health authorities in Guarujá prioritized vector control on specific places with clusters of georeferenced viremic patients, which appear to have diminished the epidemic impact. PeerJ Inc. 2016-04-05 /pmc/articles/PMC4824887/ /pubmed/27069820 http://dx.doi.org/10.7717/peerj.1892 Text en © 2016 Villabona-Arenas et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Evolutionary Studies Villabona-Arenas, Christian Julián de Oliveira, Jessica Luana de Sousa-Capra, Carla Balarini, Karime Pereira da Fonseca, Celso Ricardo Theoto Zanotto, Paolo Marinho de Andrade Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title | Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title_full | Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title_fullStr | Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title_full_unstemmed | Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title_short | Epidemiological dynamics of an urban Dengue 4 outbreak in São Paulo, Brazil |
title_sort | epidemiological dynamics of an urban dengue 4 outbreak in são paulo, brazil |
topic | Evolutionary Studies |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824887/ https://www.ncbi.nlm.nih.gov/pubmed/27069820 http://dx.doi.org/10.7717/peerj.1892 |
work_keys_str_mv | AT villabonaarenaschristianjulian epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil AT deoliveirajessicaluana epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil AT desousacapracarla epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil AT balarinikarime epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil AT pereiradafonsecacelsoricardotheoto epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil AT zanottopaolomarinhodeandrade epidemiologicaldynamicsofanurbandengue4outbreakinsaopaulobrazil |