Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.

<h4>Background</h4>Despite the overall decrease in visceral leishmaniasis (VL) incidence on the Indian subcontinent, there remain spatiotemporal clusters or 'hotspots' of new cases. The characteristics of these hotspots, underlying transmission dynamics, and their importance fo...

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Main Authors: Caroline A Bulstra, Epke A Le Rutte, Paritosh Malaviya, Epco C Hasker, Luc E Coffeng, Albert Picado, Om Prakash Singh, Marleen C Boelaert, Sake J de Vlas, Shyam Sundar
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-12-01
Series:PLoS Neglected Tropical Diseases
Online Access:https://doi.org/10.1371/journal.pntd.0006888
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spelling doaj-ddf25af5e146446c91b0ca6915a5c3d12021-03-03T08:23:09ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352018-12-011212e000688810.1371/journal.pntd.0006888Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.Caroline A BulstraEpke A Le RutteParitosh MalaviyaEpco C HaskerLuc E CoffengAlbert PicadoOm Prakash SinghMarleen C BoelaertSake J de VlasShyam Sundar<h4>Background</h4>Despite the overall decrease in visceral leishmaniasis (VL) incidence on the Indian subcontinent, there remain spatiotemporal clusters or 'hotspots' of new cases. The characteristics of these hotspots, underlying transmission dynamics, and their importance for shaping control strategies are not yet fully understood and are investigated in this study for a VL endemic area of ~100,000 inhabitants in Bihar, India between 2007-2015.<h4>Methodology/principal findings</h4>VL incidence (cases/10,000/year) dropped from 12.3 in 2007 to 0.9 in 2015, which is just below the World Health Organizations' threshold for elimination as a public health problem. Clustering of VL was assessed between subvillages (hamlets), using multiple geospatial and (spatio)temporal autocorrelation and hotspot analyses. One to three hotspots were identified each year, often persisting for 1-5 successive years with a modal radius of ~500m. The relative risk of having VL was 5-86 times higher for inhabitants of hotspots, compared to those living outside hotspots. Hotspots harbour significantly more households from the two lowest asset quintiles (as proxy for socio-economic status). Overall, children and young adelescents (5-14 years) have the highest risk for VL, but within hotspots and at the start of outbreaks, older age groups (35+ years) show a comparable high risk.<h4>Conclusions/significance</h4>This study demonstrates significant spatiotemporal heterogeneity in VL incidence at subdistrict level. The association between poverty and hotspots confirms that VL is a disease of 'the poorest of the poor' and age patterns suggest a potential role of waning immunity as underlying driver of hotspots. The recommended insecticide spraying radius of 500m around detected VL cases corresponds to the modal hotspot radius found in this study. Additional data on immunity and asymptomatic infection, and the development of spatiotemporally explicit transmission models that simulate hotspot dynamics and predict the impact of interventions at the smaller geographical scale will be crucial tools in sustaining elimination.https://doi.org/10.1371/journal.pntd.0006888
collection DOAJ
language English
format Article
sources DOAJ
author Caroline A Bulstra
Epke A Le Rutte
Paritosh Malaviya
Epco C Hasker
Luc E Coffeng
Albert Picado
Om Prakash Singh
Marleen C Boelaert
Sake J de Vlas
Shyam Sundar
spellingShingle Caroline A Bulstra
Epke A Le Rutte
Paritosh Malaviya
Epco C Hasker
Luc E Coffeng
Albert Picado
Om Prakash Singh
Marleen C Boelaert
Sake J de Vlas
Shyam Sundar
Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
PLoS Neglected Tropical Diseases
author_facet Caroline A Bulstra
Epke A Le Rutte
Paritosh Malaviya
Epco C Hasker
Luc E Coffeng
Albert Picado
Om Prakash Singh
Marleen C Boelaert
Sake J de Vlas
Shyam Sundar
author_sort Caroline A Bulstra
title Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
title_short Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
title_full Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
title_fullStr Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
title_full_unstemmed Visceral leishmaniasis: Spatiotemporal heterogeneity and drivers underlying the hotspots in Muzaffarpur, Bihar, India.
title_sort visceral leishmaniasis: spatiotemporal heterogeneity and drivers underlying the hotspots in muzaffarpur, bihar, india.
publisher Public Library of Science (PLoS)
series PLoS Neglected Tropical Diseases
issn 1935-2727
1935-2735
publishDate 2018-12-01
description <h4>Background</h4>Despite the overall decrease in visceral leishmaniasis (VL) incidence on the Indian subcontinent, there remain spatiotemporal clusters or 'hotspots' of new cases. The characteristics of these hotspots, underlying transmission dynamics, and their importance for shaping control strategies are not yet fully understood and are investigated in this study for a VL endemic area of ~100,000 inhabitants in Bihar, India between 2007-2015.<h4>Methodology/principal findings</h4>VL incidence (cases/10,000/year) dropped from 12.3 in 2007 to 0.9 in 2015, which is just below the World Health Organizations' threshold for elimination as a public health problem. Clustering of VL was assessed between subvillages (hamlets), using multiple geospatial and (spatio)temporal autocorrelation and hotspot analyses. One to three hotspots were identified each year, often persisting for 1-5 successive years with a modal radius of ~500m. The relative risk of having VL was 5-86 times higher for inhabitants of hotspots, compared to those living outside hotspots. Hotspots harbour significantly more households from the two lowest asset quintiles (as proxy for socio-economic status). Overall, children and young adelescents (5-14 years) have the highest risk for VL, but within hotspots and at the start of outbreaks, older age groups (35+ years) show a comparable high risk.<h4>Conclusions/significance</h4>This study demonstrates significant spatiotemporal heterogeneity in VL incidence at subdistrict level. The association between poverty and hotspots confirms that VL is a disease of 'the poorest of the poor' and age patterns suggest a potential role of waning immunity as underlying driver of hotspots. The recommended insecticide spraying radius of 500m around detected VL cases corresponds to the modal hotspot radius found in this study. Additional data on immunity and asymptomatic infection, and the development of spatiotemporally explicit transmission models that simulate hotspot dynamics and predict the impact of interventions at the smaller geographical scale will be crucial tools in sustaining elimination.
url https://doi.org/10.1371/journal.pntd.0006888
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