Spatiotemporal Determinants of Urban Leptospirosis Transmission: Four-Year Prospective Cohort Study of Slum Residents in Brazil.

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...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: José E Hagan, Paula Moraga, Federico Costa, Nicolas Capian, Guilherme S Ribeiro, Elsio A Wunder, Ridalva D M Felzemburgh, Renato B Reis, Nivison Nery, Francisco S Santana, Deborah Fraga, Balbino L Dos Santos, Andréia C Santos, Adriano Queiroz, Wagner Tassinari, Marilia S Carvalho, Mitermayer G Reis, Peter J Diggle, Albert I Ko
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2016
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0004275
https://doaj.org/article/7ab0e39553914e7fb55eaeae54a67bfd
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spelling ftdoajarticles:oai:doaj.org/article:7ab0e39553914e7fb55eaeae54a67bfd 2023-05-15T15:16:02+02:00 Spatiotemporal Determinants of Urban Leptospirosis Transmission: Four-Year Prospective Cohort Study of Slum Residents in Brazil. José E Hagan Paula Moraga Federico Costa Nicolas Capian Guilherme S Ribeiro Elsio A Wunder Ridalva D M Felzemburgh Renato B Reis Nivison Nery Francisco S Santana Deborah Fraga Balbino L Dos Santos Andréia C Santos Adriano Queiroz Wagner Tassinari Marilia S Carvalho Mitermayer G Reis Peter J Diggle Albert I Ko 2016-01-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0004275 https://doaj.org/article/7ab0e39553914e7fb55eaeae54a67bfd EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC4714915?pdf=render https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0004275 https://doaj.org/article/7ab0e39553914e7fb55eaeae54a67bfd PLoS Neglected Tropical Diseases, Vol 10, Iss 1, p e0004275 (2016) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2016 ftdoajarticles https://doi.org/10.1371/journal.pntd.0004275 2022-12-30T23:26:31Z 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.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.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 ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 10 1 e0004275
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
José E Hagan
Paula Moraga
Federico Costa
Nicolas Capian
Guilherme S Ribeiro
Elsio A Wunder
Ridalva D M Felzemburgh
Renato B Reis
Nivison Nery
Francisco S Santana
Deborah Fraga
Balbino L Dos Santos
Andréia C Santos
Adriano Queiroz
Wagner Tassinari
Marilia S Carvalho
Mitermayer G Reis
Peter J Diggle
Albert I Ko
Spatiotemporal Determinants of Urban Leptospirosis Transmission: Four-Year Prospective Cohort Study of Slum Residents in Brazil.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description 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.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.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 ...
format Article in Journal/Newspaper
author José E Hagan
Paula Moraga
Federico Costa
Nicolas Capian
Guilherme S Ribeiro
Elsio A Wunder
Ridalva D M Felzemburgh
Renato B Reis
Nivison Nery
Francisco S Santana
Deborah Fraga
Balbino L Dos Santos
Andréia C Santos
Adriano Queiroz
Wagner Tassinari
Marilia S Carvalho
Mitermayer G Reis
Peter J Diggle
Albert I Ko
author_facet José E Hagan
Paula Moraga
Federico Costa
Nicolas Capian
Guilherme S Ribeiro
Elsio A Wunder
Ridalva D M Felzemburgh
Renato B Reis
Nivison Nery
Francisco S Santana
Deborah Fraga
Balbino L Dos Santos
Andréia C Santos
Adriano Queiroz
Wagner Tassinari
Marilia S Carvalho
Mitermayer G Reis
Peter J Diggle
Albert I Ko
author_sort José E Hagan
title Spatiotemporal Determinants of Urban Leptospirosis Transmission: Four-Year Prospective Cohort Study of Slum Residents in Brazil.
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.
publisher Public Library of Science (PLoS)
publishDate 2016
url https://doi.org/10.1371/journal.pntd.0004275
https://doaj.org/article/7ab0e39553914e7fb55eaeae54a67bfd
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 10, Iss 1, p e0004275 (2016)
op_relation http://europepmc.org/articles/PMC4714915?pdf=render
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0004275
https://doaj.org/article/7ab0e39553914e7fb55eaeae54a67bfd
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