Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.

Detalhes bibliográficos
Autor(a) principal: Hagan, José E.
Data de Publicação: 2016
Outros Autores: Moraga, Paula, Costa, Federico, Capian, Nicolas, Ribeiro, Guilherme S. et al.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFBA
Texto Completo: http://repositorio.ufba.br/ri/handle/ri/23146
Resumo: Background: Rat-borne leptospirosis is an emerging zoonotic disease in urban slum settlements for which there are no adequate control measures. The challenge in elucidating risk factors and informing approaches for prevention is the complex and heterogeneous environment within slums, which vary at fine spatial scales and influence transmission of the bacterial agent. Methodology/Principal Findings: We performed a prospective study of 2,003 slum residents in the city of Salvador, Brazil during a four-year period (2003–2007) and used a spatiotemporal modelling approach to delineate the dynamics of leptospiral transmission. Household interviews and Geographical Information System surveys were performed annually to evaluate risk exposures and environmental transmission sources. We completed annual serosurveys to ascertain leptospiral infection based on serological evidence. Among the 1,730 (86%) individuals who completed at least one year of follow-up, the infection rate was 35.4 (95% CI, 30.7–40.6) per 1,000 annual follow-up events. Male gender, illiteracy, and age were independently associated with infection risk. Environmental risk factors included rat infestation (OR 1.46, 95% CI, 1.00–2.16), contact with mud (OR 1.57, 95% CI 1.17–2.17) and lower household elevation (OR 0.92 per 10m increase in elevation, 95% CI 0.82–1.04). The spatial distribution of infection risk was highly heterogeneous and varied across small scales. Fixed effects in the spatiotemporal model accounted for the majority of the spatial variation in risk, but there was a significant residual component that was best explained by the spatial random effect. Although infection risk varied between years, the spatial distribution of risk associated with fixed and random effects did not vary temporally. Specific “hot-spots” consistently had higher transmission risk during study years. Conclusions/Significance: The risk for leptospiral infection in urban slums is determined in large part by structural features, both social and environmental. Our findings indicate that topographic factors such as household elevation and inadequate drainage increase risk by promoting contact with mud and suggest that the soil-water interface serves as the environmental reservoir for spillover transmission. The use of a spatiotemporal approach allowed the identification of geographic outliers with unexplained risk patterns. This approach, in addition to guiding targeted community-based interventions and identifying new hypotheses, may have general applicability towards addressing environmentally-transmitted diseases that have emerged in complex urban slum settings.
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spelling Hagan, José E.Moraga, PaulaCosta, FedericoCapian, NicolasRibeiro, Guilherme S. et al.Hagan, José E.Moraga, PaulaCosta, FedericoCapian, NicolasRibeiro, Guilherme S. et al.2017-06-19T19:31:58Z2017-06-19T19:31:58Z20161935-2735http://repositorio.ufba.br/ri/handle/ri/23146v.10, n.1, p.1-16, 2016Background: Rat-borne leptospirosis is an emerging zoonotic disease in urban slum settlements for which there are no adequate control measures. The challenge in elucidating risk factors and informing approaches for prevention is the complex and heterogeneous environment within slums, which vary at fine spatial scales and influence transmission of the bacterial agent. Methodology/Principal Findings: We performed a prospective study of 2,003 slum residents in the city of Salvador, Brazil during a four-year period (2003–2007) and used a spatiotemporal modelling approach to delineate the dynamics of leptospiral transmission. Household interviews and Geographical Information System surveys were performed annually to evaluate risk exposures and environmental transmission sources. We completed annual serosurveys to ascertain leptospiral infection based on serological evidence. Among the 1,730 (86%) individuals who completed at least one year of follow-up, the infection rate was 35.4 (95% CI, 30.7–40.6) per 1,000 annual follow-up events. Male gender, illiteracy, and age were independently associated with infection risk. Environmental risk factors included rat infestation (OR 1.46, 95% CI, 1.00–2.16), contact with mud (OR 1.57, 95% CI 1.17–2.17) and lower household elevation (OR 0.92 per 10m increase in elevation, 95% CI 0.82–1.04). The spatial distribution of infection risk was highly heterogeneous and varied across small scales. Fixed effects in the spatiotemporal model accounted for the majority of the spatial variation in risk, but there was a significant residual component that was best explained by the spatial random effect. Although infection risk varied between years, the spatial distribution of risk associated with fixed and random effects did not vary temporally. Specific “hot-spots” consistently had higher transmission risk during study years. Conclusions/Significance: The risk for leptospiral infection in urban slums is determined in large part by structural features, both social and environmental. Our findings indicate that topographic factors such as household elevation and inadequate drainage increase risk by promoting contact with mud and suggest that the soil-water interface serves as the environmental reservoir for spillover transmission. The use of a spatiotemporal approach allowed the identification of geographic outliers with unexplained risk patterns. This approach, in addition to guiding targeted community-based interventions and identifying new hypotheses, may have general applicability towards addressing environmentally-transmitted diseases that have emerged in complex urban slum settings.Submitted by Maria Creuza Silva (mariakreuza@yahoo.com.br) on 2017-06-19T19:31:58Z No. of bitstreams: 1 Federico Costa et al. 2016.pdf: 1886819 bytes, checksum: ffdbfa3f17654eccdda1cf3606cb698f (MD5)Made available in DSpace on 2017-06-19T19:31:58Z (GMT). No. of bitstreams: 1 Federico Costa et al. 2016.pdf: 1886819 bytes, checksum: ffdbfa3f17654eccdda1cf3606cb698f (MD5)Californiahttp://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0004275reponame:Repositório Institucional da UFBAinstname:Universidade Federal da Bahia (UFBA)instacron:UFBALeptospirosisEmerging zoonotic diseaseSpatiotemporal determinantsSpatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.PLoS Negl. Trop. 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dc.title.pt_BR.fl_str_mv Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
dc.title.alternative.pt_BR.fl_str_mv PLoS Negl. Trop. Dis.
title Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
spellingShingle Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
Hagan, José E.
Leptospirosis
Emerging zoonotic disease
Spatiotemporal determinants
title_short Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
title_full Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
title_fullStr Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
title_full_unstemmed Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
title_sort Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil.
author Hagan, José E.
author_facet Hagan, José E.
Moraga, Paula
Costa, Federico
Capian, Nicolas
Ribeiro, Guilherme S. et al.
author_role author
author2 Moraga, Paula
Costa, Federico
Capian, Nicolas
Ribeiro, Guilherme S. et al.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Hagan, José E.
Moraga, Paula
Costa, Federico
Capian, Nicolas
Ribeiro, Guilherme S. et al.
Hagan, José E.
Moraga, Paula
Costa, Federico
Capian, Nicolas
Ribeiro, Guilherme S. et al.
dc.subject.por.fl_str_mv Leptospirosis
Emerging zoonotic disease
Spatiotemporal determinants
topic Leptospirosis
Emerging zoonotic disease
Spatiotemporal determinants
description Background: Rat-borne leptospirosis is an emerging zoonotic disease in urban slum settlements for which there are no adequate control measures. The challenge in elucidating risk factors and informing approaches for prevention is the complex and heterogeneous environment within slums, which vary at fine spatial scales and influence transmission of the bacterial agent. Methodology/Principal Findings: We performed a prospective study of 2,003 slum residents in the city of Salvador, Brazil during a four-year period (2003–2007) and used a spatiotemporal modelling approach to delineate the dynamics of leptospiral transmission. Household interviews and Geographical Information System surveys were performed annually to evaluate risk exposures and environmental transmission sources. We completed annual serosurveys to ascertain leptospiral infection based on serological evidence. Among the 1,730 (86%) individuals who completed at least one year of follow-up, the infection rate was 35.4 (95% CI, 30.7–40.6) per 1,000 annual follow-up events. Male gender, illiteracy, and age were independently associated with infection risk. Environmental risk factors included rat infestation (OR 1.46, 95% CI, 1.00–2.16), contact with mud (OR 1.57, 95% CI 1.17–2.17) and lower household elevation (OR 0.92 per 10m increase in elevation, 95% CI 0.82–1.04). The spatial distribution of infection risk was highly heterogeneous and varied across small scales. Fixed effects in the spatiotemporal model accounted for the majority of the spatial variation in risk, but there was a significant residual component that was best explained by the spatial random effect. Although infection risk varied between years, the spatial distribution of risk associated with fixed and random effects did not vary temporally. Specific “hot-spots” consistently had higher transmission risk during study years. Conclusions/Significance: The risk for leptospiral infection in urban slums is determined in large part by structural features, both social and environmental. Our findings indicate that topographic factors such as household elevation and inadequate drainage increase risk by promoting contact with mud and suggest that the soil-water interface serves as the environmental reservoir for spillover transmission. The use of a spatiotemporal approach allowed the identification of geographic outliers with unexplained risk patterns. This approach, in addition to guiding targeted community-based interventions and identifying new hypotheses, may have general applicability towards addressing environmentally-transmitted diseases that have emerged in complex urban slum settings.
publishDate 2016
dc.date.issued.fl_str_mv 2016
dc.date.accessioned.fl_str_mv 2017-06-19T19:31:58Z
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