Cargando…

Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis

BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and...

Descripción completa

Detalles Bibliográficos
Autores principales: Ediriweera, Dileepa Senajith, Kasturiratne, Anuradhani, Pathmeswaran, Arunasalam, Gunawardena, Nipul Kithsiri, Wijayawickrama, Buddhika Asiri, Jayamanne, Shaluka Francis, Isbister, Geoffrey Kennedy, Dawson, Andrew, Giorgi, Emanuele, Diggle, Peter John, Lalloo, David Griffith, de Silva, Hithanadura Janaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4938527/
https://www.ncbi.nlm.nih.gov/pubmed/27391023
http://dx.doi.org/10.1371/journal.pntd.0004813
_version_ 1782441872155738112
author Ediriweera, Dileepa Senajith
Kasturiratne, Anuradhani
Pathmeswaran, Arunasalam
Gunawardena, Nipul Kithsiri
Wijayawickrama, Buddhika Asiri
Jayamanne, Shaluka Francis
Isbister, Geoffrey Kennedy
Dawson, Andrew
Giorgi, Emanuele
Diggle, Peter John
Lalloo, David Griffith
de Silva, Hithanadura Janaka
author_facet Ediriweera, Dileepa Senajith
Kasturiratne, Anuradhani
Pathmeswaran, Arunasalam
Gunawardena, Nipul Kithsiri
Wijayawickrama, Buddhika Asiri
Jayamanne, Shaluka Francis
Isbister, Geoffrey Kennedy
Dawson, Andrew
Giorgi, Emanuele
Diggle, Peter John
Lalloo, David Griffith
de Silva, Hithanadura Janaka
author_sort Ediriweera, Dileepa Senajith
collection PubMed
description BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and model based geostatistics to determine incidence, envenoming, mortality and geographical pattern of snakebite in Sri Lanka. METHODOLOGY/PRINCIPAL FINDINGS: The survey was designed to sample a population distributed equally among the nine provinces of the country. The number of data collection clusters was divided among districts in proportion to their population. Within districts clusters were randomly selected. Population based incidence of snakebite and significant envenoming were estimated. Model-based geostatistics was used to develop snakebite risk maps for Sri Lanka. 1118 of the total of 14022 GN divisions with a population of 165665 (0.8%of the country’s population) were surveyed. The crude overall community incidence of snakebite, envenoming and mortality were 398 (95% CI: 356–441), 151 (130–173) and 2.3 (0.2–4.4) per 100000 population, respectively. Risk maps showed wide variation in incidence within the country, and snakebite hotspots and cold spots were determined by considering the probability of exceeding the national incidence. CONCLUSIONS/SIGNIFICANCE: This study provides community based incidence rates of snakebite and envenoming for Sri Lanka. The within-country spatial variation of bites can inform healthcare decision making and highlights the limitations associated with estimates of incidence from hospital data or localized surveys. Our methods are replicable, and these models can be adapted to other geographic regions after re-estimating spatial covariance parameters for the particular region.
format Online
Article
Text
id pubmed-4938527
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-49385272016-07-22 Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis Ediriweera, Dileepa Senajith Kasturiratne, Anuradhani Pathmeswaran, Arunasalam Gunawardena, Nipul Kithsiri Wijayawickrama, Buddhika Asiri Jayamanne, Shaluka Francis Isbister, Geoffrey Kennedy Dawson, Andrew Giorgi, Emanuele Diggle, Peter John Lalloo, David Griffith de Silva, Hithanadura Janaka PLoS Negl Trop Dis Research Article BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and model based geostatistics to determine incidence, envenoming, mortality and geographical pattern of snakebite in Sri Lanka. METHODOLOGY/PRINCIPAL FINDINGS: The survey was designed to sample a population distributed equally among the nine provinces of the country. The number of data collection clusters was divided among districts in proportion to their population. Within districts clusters were randomly selected. Population based incidence of snakebite and significant envenoming were estimated. Model-based geostatistics was used to develop snakebite risk maps for Sri Lanka. 1118 of the total of 14022 GN divisions with a population of 165665 (0.8%of the country’s population) were surveyed. The crude overall community incidence of snakebite, envenoming and mortality were 398 (95% CI: 356–441), 151 (130–173) and 2.3 (0.2–4.4) per 100000 population, respectively. Risk maps showed wide variation in incidence within the country, and snakebite hotspots and cold spots were determined by considering the probability of exceeding the national incidence. CONCLUSIONS/SIGNIFICANCE: This study provides community based incidence rates of snakebite and envenoming for Sri Lanka. The within-country spatial variation of bites can inform healthcare decision making and highlights the limitations associated with estimates of incidence from hospital data or localized surveys. Our methods are replicable, and these models can be adapted to other geographic regions after re-estimating spatial covariance parameters for the particular region. Public Library of Science 2016-07-08 /pmc/articles/PMC4938527/ /pubmed/27391023 http://dx.doi.org/10.1371/journal.pntd.0004813 Text en © 2016 Ediriweera 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ediriweera, Dileepa Senajith
Kasturiratne, Anuradhani
Pathmeswaran, Arunasalam
Gunawardena, Nipul Kithsiri
Wijayawickrama, Buddhika Asiri
Jayamanne, Shaluka Francis
Isbister, Geoffrey Kennedy
Dawson, Andrew
Giorgi, Emanuele
Diggle, Peter John
Lalloo, David Griffith
de Silva, Hithanadura Janaka
Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title_full Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title_fullStr Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title_full_unstemmed Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title_short Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
title_sort mapping the risk of snakebite in sri lanka - a national survey with geospatial analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4938527/
https://www.ncbi.nlm.nih.gov/pubmed/27391023
http://dx.doi.org/10.1371/journal.pntd.0004813
work_keys_str_mv AT ediriweeradileepasenajith mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT kasturiratneanuradhani mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT pathmeswaranarunasalam mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT gunawardenanipulkithsiri mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT wijayawickramabuddhikaasiri mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT jayamanneshalukafrancis mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT isbistergeoffreykennedy mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT dawsonandrew mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT giorgiemanuele mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT digglepeterjohn mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT lalloodavidgriffith mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT desilvahithanadurajanaka mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis