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Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area
BACKGROUND: Visceral leishmaniasis (VL) is a vector-borne disease whose factors involved in transmission are poorly understood, especially in more urban and densely populated counties. In Brazil, the VL urbanization is a challenge for the control program. The goals were to identify the greater risk...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3820760/ https://www.ncbi.nlm.nih.gov/pubmed/24244776 http://dx.doi.org/10.1371/journal.pntd.0002540 |
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author | de Araújo, Valdelaine Etelvina Miranda Pinheiro, Letícia Cavalari Almeida, Maria Cristina de Mattos de Menezes, Fernanda Carvalho Morais, Maria Helena Franco Reis, Ilka Afonso Assunção, Renato Martins Carneiro, Mariângela |
author_facet | de Araújo, Valdelaine Etelvina Miranda Pinheiro, Letícia Cavalari Almeida, Maria Cristina de Mattos de Menezes, Fernanda Carvalho Morais, Maria Helena Franco Reis, Ilka Afonso Assunção, Renato Martins Carneiro, Mariângela |
author_sort | de Araújo, Valdelaine Etelvina Miranda |
collection | PubMed |
description | BACKGROUND: Visceral leishmaniasis (VL) is a vector-borne disease whose factors involved in transmission are poorly understood, especially in more urban and densely populated counties. In Brazil, the VL urbanization is a challenge for the control program. The goals were to identify the greater risk areas for human VL and the risk factors involved in transmission. METHODOLOGY: This is an ecological study on the relative risk of human VL. Spatial units of analysis were the coverage areas of the Basic Health Units (146 small-areas) of Belo Horizonte, Minas Gerais State, Brazil. Human VL cases, from 2007 to 2009 (n = 412), were obtained in the Brazilian Reportable Disease Information System. Bayesian approach was used to model the relative risk of VL including potential risk factors involved in transmission (canine infection, socioeconomic and environmental features) and to identify the small-areas of greater risk to human VL. PRINCIPAL FINDINGS: The relative risk of VL was shown to be correlated with income, education, and the number of infected dogs per inhabitants. The estimates of relative risk of VL were higher than 1.0 in 54% of the areas (79/146). The spatial modeling highlighted 14 areas with the highest relative risk of VL and 12 of them are concentrated in the northern region of the city. CONCLUSIONS: The spatial analysis used in this study is useful for the identification of small-areas according to risk of human VL and presents operational applicability in control and surveillance program in an urban environment with an unequal spatial distribution of the disease. Thus the frequent monitoring of relative risk of human VL in small-areas is important to direct and prioritize the actions of the control program in urban environment, especially in big cities. |
format | Online Article Text |
id | pubmed-3820760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38207602013-11-15 Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area de Araújo, Valdelaine Etelvina Miranda Pinheiro, Letícia Cavalari Almeida, Maria Cristina de Mattos de Menezes, Fernanda Carvalho Morais, Maria Helena Franco Reis, Ilka Afonso Assunção, Renato Martins Carneiro, Mariângela PLoS Negl Trop Dis Research Article BACKGROUND: Visceral leishmaniasis (VL) is a vector-borne disease whose factors involved in transmission are poorly understood, especially in more urban and densely populated counties. In Brazil, the VL urbanization is a challenge for the control program. The goals were to identify the greater risk areas for human VL and the risk factors involved in transmission. METHODOLOGY: This is an ecological study on the relative risk of human VL. Spatial units of analysis were the coverage areas of the Basic Health Units (146 small-areas) of Belo Horizonte, Minas Gerais State, Brazil. Human VL cases, from 2007 to 2009 (n = 412), were obtained in the Brazilian Reportable Disease Information System. Bayesian approach was used to model the relative risk of VL including potential risk factors involved in transmission (canine infection, socioeconomic and environmental features) and to identify the small-areas of greater risk to human VL. PRINCIPAL FINDINGS: The relative risk of VL was shown to be correlated with income, education, and the number of infected dogs per inhabitants. The estimates of relative risk of VL were higher than 1.0 in 54% of the areas (79/146). The spatial modeling highlighted 14 areas with the highest relative risk of VL and 12 of them are concentrated in the northern region of the city. CONCLUSIONS: The spatial analysis used in this study is useful for the identification of small-areas according to risk of human VL and presents operational applicability in control and surveillance program in an urban environment with an unequal spatial distribution of the disease. Thus the frequent monitoring of relative risk of human VL in small-areas is important to direct and prioritize the actions of the control program in urban environment, especially in big cities. Public Library of Science 2013-11-07 /pmc/articles/PMC3820760/ /pubmed/24244776 http://dx.doi.org/10.1371/journal.pntd.0002540 Text en © 2013 Araújo 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article de Araújo, Valdelaine Etelvina Miranda Pinheiro, Letícia Cavalari Almeida, Maria Cristina de Mattos de Menezes, Fernanda Carvalho Morais, Maria Helena Franco Reis, Ilka Afonso Assunção, Renato Martins Carneiro, Mariângela Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title | Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title_full | Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title_fullStr | Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title_full_unstemmed | Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title_short | Relative Risk of Visceral Leishmaniasis in Brazil: A Spatial Analysis in Urban Area |
title_sort | relative risk of visceral leishmaniasis in brazil: a spatial analysis in urban area |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3820760/ https://www.ncbi.nlm.nih.gov/pubmed/24244776 http://dx.doi.org/10.1371/journal.pntd.0002540 |
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