Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil

Detalhes bibliográficos
Autor(a) principal: Barbosa, Gerson Laurindo
Data de Publicação: 2014
Outros Autores: Donalisio, Maria Rita, Stephan, Celso, Lourenco, Roberto Wagner [UNESP], Andrade, Valmir Roberto, Arduino, Marylene de Brito, Castor de Lima, Virgilia Luna
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1371/journal.pntd.0002873
http://hdl.handle.net/11449/111616
Resumo: Dengue fever is a major public health problem worldwide, caused by any of four virus (DENV-1, DENV-2, DENV-3 and DENV4; Flaviviridae: Flavivirus), transmitted by Aedes aegypti mosquito. Reducing the levels of infestation by A. aegypti is one of the few current strategies to control dengue fever. Entomological indicators are used by dengue national control program to measure the infestation of A. aegypti, but little is known about predictive power of these indicators to measure dengue risk. In this spatial case-control study, we analyzed the spatial distribution of the risk of dengue and the influence of entomological indicators of A. aegypti in its egg, larva-pupa and adult stages occurring in a mid-size city in the state of Sao Paulo. The dengue cases were those confirmed by the city's epidemiological surveillance system and the controls were obtained through random selection of points within the perimeter of the inhabited area. The values of the entomological indicators were extrapolated for the entire study area through the geostatistical ordinary kriging technique. For each case and control, the respective indicator values were obtained, according with its geographical coordinates and analyzed by using a generalized additive model. Dengue incidence demonstrated a seasonal behavior, as well as the entomological indicators of all mosquito's evolutionary stages. The infestation did not present a significant variation in intensity and was not a limiting or determining factor of the occurrence of cases in the municipality. The risk maps of the disease from crude and adjusted generalized additive models did not present differences, suggesting that areas with the highest values of entomological indicators were not associated with the incidence of dengue. The inclusion of other variables in the generalized additive models may reveal the modulatory effect for the risk of the disease, which is not found in this study.
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spelling Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, BrazilDengue fever is a major public health problem worldwide, caused by any of four virus (DENV-1, DENV-2, DENV-3 and DENV4; Flaviviridae: Flavivirus), transmitted by Aedes aegypti mosquito. Reducing the levels of infestation by A. aegypti is one of the few current strategies to control dengue fever. Entomological indicators are used by dengue national control program to measure the infestation of A. aegypti, but little is known about predictive power of these indicators to measure dengue risk. In this spatial case-control study, we analyzed the spatial distribution of the risk of dengue and the influence of entomological indicators of A. aegypti in its egg, larva-pupa and adult stages occurring in a mid-size city in the state of Sao Paulo. The dengue cases were those confirmed by the city's epidemiological surveillance system and the controls were obtained through random selection of points within the perimeter of the inhabited area. The values of the entomological indicators were extrapolated for the entire study area through the geostatistical ordinary kriging technique. For each case and control, the respective indicator values were obtained, according with its geographical coordinates and analyzed by using a generalized additive model. Dengue incidence demonstrated a seasonal behavior, as well as the entomological indicators of all mosquito's evolutionary stages. The infestation did not present a significant variation in intensity and was not a limiting or determining factor of the occurrence of cases in the municipality. The risk maps of the disease from crude and adjusted generalized additive models did not present differences, suggesting that areas with the highest values of entomological indicators were not associated with the incidence of dengue. The inclusion of other variables in the generalized additive models may reveal the modulatory effect for the risk of the disease, which is not found in this study.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)State Hlth Dept, Sao Paulo, BrazilUniv Estadual Campinas, Dept Publ Hlth, Fac Med Sci, Campinas, SP, BrazilState Univ Sao Paulo, Dept Environm Engn, Sao Paulo, BrazilState Univ Sao Paulo, Dept Environm Engn, Sao Paulo, BrazilFAPESP: 09/53123-7Public Library ScienceState Hlth DeptUniversidade Estadual de Campinas (UNICAMP)Universidade Estadual Paulista (Unesp)Barbosa, Gerson LaurindoDonalisio, Maria RitaStephan, CelsoLourenco, Roberto Wagner [UNESP]Andrade, Valmir RobertoArduino, Marylene de BritoCastor de Lima, Virgilia Luna2014-12-03T13:08:50Z2014-12-03T13:08:50Z2014-05-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article9application/pdfhttp://dx.doi.org/10.1371/journal.pntd.0002873Plos Neglected Tropical Diseases. San Francisco: Public Library Science, v. 8, n. 5, 9 p., 2014.1935-2735http://hdl.handle.net/11449/11161610.1371/journal.pntd.0002873WOS:000337735100054WOS000337735100054.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengPLoS Neglected Tropical Diseases4.3672,589info:eu-repo/semantics/openAccess2023-10-25T06:08:05Zoai:repositorio.unesp.br:11449/111616Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:53:51.405649Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
title Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
spellingShingle Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
Barbosa, Gerson Laurindo
title_short Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
title_full Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
title_fullStr Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
title_full_unstemmed Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
title_sort Spatial Distribution of the Risk of Dengue and the Entomological Indicators in Sumare, State of Sao Paulo, Brazil
author Barbosa, Gerson Laurindo
author_facet Barbosa, Gerson Laurindo
Donalisio, Maria Rita
Stephan, Celso
Lourenco, Roberto Wagner [UNESP]
Andrade, Valmir Roberto
Arduino, Marylene de Brito
Castor de Lima, Virgilia Luna
author_role author
author2 Donalisio, Maria Rita
Stephan, Celso
Lourenco, Roberto Wagner [UNESP]
Andrade, Valmir Roberto
Arduino, Marylene de Brito
Castor de Lima, Virgilia Luna
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv State Hlth Dept
Universidade Estadual de Campinas (UNICAMP)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Barbosa, Gerson Laurindo
Donalisio, Maria Rita
Stephan, Celso
Lourenco, Roberto Wagner [UNESP]
Andrade, Valmir Roberto
Arduino, Marylene de Brito
Castor de Lima, Virgilia Luna
description Dengue fever is a major public health problem worldwide, caused by any of four virus (DENV-1, DENV-2, DENV-3 and DENV4; Flaviviridae: Flavivirus), transmitted by Aedes aegypti mosquito. Reducing the levels of infestation by A. aegypti is one of the few current strategies to control dengue fever. Entomological indicators are used by dengue national control program to measure the infestation of A. aegypti, but little is known about predictive power of these indicators to measure dengue risk. In this spatial case-control study, we analyzed the spatial distribution of the risk of dengue and the influence of entomological indicators of A. aegypti in its egg, larva-pupa and adult stages occurring in a mid-size city in the state of Sao Paulo. The dengue cases were those confirmed by the city's epidemiological surveillance system and the controls were obtained through random selection of points within the perimeter of the inhabited area. The values of the entomological indicators were extrapolated for the entire study area through the geostatistical ordinary kriging technique. For each case and control, the respective indicator values were obtained, according with its geographical coordinates and analyzed by using a generalized additive model. Dengue incidence demonstrated a seasonal behavior, as well as the entomological indicators of all mosquito's evolutionary stages. The infestation did not present a significant variation in intensity and was not a limiting or determining factor of the occurrence of cases in the municipality. The risk maps of the disease from crude and adjusted generalized additive models did not present differences, suggesting that areas with the highest values of entomological indicators were not associated with the incidence of dengue. The inclusion of other variables in the generalized additive models may reveal the modulatory effect for the risk of the disease, which is not found in this study.
publishDate 2014
dc.date.none.fl_str_mv 2014-12-03T13:08:50Z
2014-12-03T13:08:50Z
2014-05-01
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1371/journal.pntd.0002873
Plos Neglected Tropical Diseases. San Francisco: Public Library Science, v. 8, n. 5, 9 p., 2014.
1935-2735
http://hdl.handle.net/11449/111616
10.1371/journal.pntd.0002873
WOS:000337735100054
WOS000337735100054.pdf
url http://dx.doi.org/10.1371/journal.pntd.0002873
http://hdl.handle.net/11449/111616
identifier_str_mv Plos Neglected Tropical Diseases. San Francisco: Public Library Science, v. 8, n. 5, 9 p., 2014.
1935-2735
10.1371/journal.pntd.0002873
WOS:000337735100054
WOS000337735100054.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv PLoS Neglected Tropical Diseases
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dc.publisher.none.fl_str_mv Public Library Science
publisher.none.fl_str_mv Public Library Science
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