Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China
Abstract Background Human echinococcoses are parasitic helminth infections that constitute a serious public health concern in several regions across the world. Cystic (CE) and alveolar echinococcosis (AE) in China represent a high proportion of the total global burden of these infections. This study...
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doaj-670c3fd3282a444da8a6c7bd05c294132020-11-24T21:38:58ZengBMCParasites & Vectors1756-33052018-03-0111111610.1186/s13071-018-2764-1Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, ChinaAngela M. Cadavid Restrepo0Yu Rong Yang1Donald P. McManus2Darren J. Gray3Tamsin S. Barnes4Gail M. Williams5Ricardo J. Soares Magalhães6Archie C. A. Clements7Research School of Population Health, The Australian National UniversityNingxia Medical UniversityMolecular Parasitology Laboratory, QIMR Berghofer Medical Research InstituteResearch School of Population Health, The Australian National UniversityThe University of Queensland, School of Veterinary ScienceThe University of Queensland, School of Public HealthThe University of Queensland, School of Veterinary ScienceResearch School of Population Health, The Australian National UniversityAbstract Background Human echinococcoses are parasitic helminth infections that constitute a serious public health concern in several regions across the world. Cystic (CE) and alveolar echinococcosis (AE) in China represent a high proportion of the total global burden of these infections. This study was conducted to predict the spatial distribution of human seropositivity for Echinococcus species in Xiji County, Ningxia Hui Autonomous Region (NHAR), with the aim of identifying communities where targeted prevention and control efforts are required. Methods Bayesian geostatistical models with environmental and demographic covariates were developed to predict spatial variation in the risk of human seropositivity for Echinococcus granulosus (the cause of CE) and E. multilocularis (the cause of AE). Data were collected from three cross-sectional surveys of school children conducted in Xiji County in 2002–2003, 2006–2007 and 2012–2013. Environmental data were derived from high-resolution satellite images and meteorological data. Results The overall seroprevalence of E. granulosus and E. multilocularis was 33.4 and 12.2%, respectively, across the three surveys. Seropositivity for E. granulosus was significantly associated with summer and winter precipitation, landscape fragmentation variables and the extent of areas covered by forest, shrubland, water and bareland/artificial surfaces. Seropositivity for E. multilocularis was significantly associated with summer and winter precipitations, landscape fragmentation variables and the extent of shrubland and water bodies. Spatial correlation occurred over greater distances for E. granulosus than for E. multilocularis. The predictive maps showed that the risk of seropositivity for E. granulosus expanded across Xiji during the three surveys, while the risk of seropositivity for E. multilocularis became more confined in communities located in the south. Conclusions The identification of high-risk areas for seropositivity for these parasites, and a better understanding of the role of the environment in determining the transmission dynamics of Echinococcus spp. may help to guide and monitor improvements in human echinococcosis control strategies by allowing targeted allocation of resources.http://link.springer.com/article/10.1186/s13071-018-2764-1Human echinococcosesEchinococcus granulosusEchinococcus multilocularisEnvironmentGeographical information systemsRemote sensing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Angela M. Cadavid Restrepo Yu Rong Yang Donald P. McManus Darren J. Gray Tamsin S. Barnes Gail M. Williams Ricardo J. Soares Magalhães Archie C. A. Clements |
spellingShingle |
Angela M. Cadavid Restrepo Yu Rong Yang Donald P. McManus Darren J. Gray Tamsin S. Barnes Gail M. Williams Ricardo J. Soares Magalhães Archie C. A. Clements Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China Parasites & Vectors Human echinococcoses Echinococcus granulosus Echinococcus multilocularis Environment Geographical information systems Remote sensing |
author_facet |
Angela M. Cadavid Restrepo Yu Rong Yang Donald P. McManus Darren J. Gray Tamsin S. Barnes Gail M. Williams Ricardo J. Soares Magalhães Archie C. A. Clements |
author_sort |
Angela M. Cadavid Restrepo |
title |
Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China |
title_short |
Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China |
title_full |
Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China |
title_fullStr |
Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China |
title_full_unstemmed |
Environmental risk factors and changing spatial patterns of human seropositivity for Echinococcus spp. in Xiji County, Ningxia Hui Autonomous Region, China |
title_sort |
environmental risk factors and changing spatial patterns of human seropositivity for echinococcus spp. in xiji county, ningxia hui autonomous region, china |
publisher |
BMC |
series |
Parasites & Vectors |
issn |
1756-3305 |
publishDate |
2018-03-01 |
description |
Abstract Background Human echinococcoses are parasitic helminth infections that constitute a serious public health concern in several regions across the world. Cystic (CE) and alveolar echinococcosis (AE) in China represent a high proportion of the total global burden of these infections. This study was conducted to predict the spatial distribution of human seropositivity for Echinococcus species in Xiji County, Ningxia Hui Autonomous Region (NHAR), with the aim of identifying communities where targeted prevention and control efforts are required. Methods Bayesian geostatistical models with environmental and demographic covariates were developed to predict spatial variation in the risk of human seropositivity for Echinococcus granulosus (the cause of CE) and E. multilocularis (the cause of AE). Data were collected from three cross-sectional surveys of school children conducted in Xiji County in 2002–2003, 2006–2007 and 2012–2013. Environmental data were derived from high-resolution satellite images and meteorological data. Results The overall seroprevalence of E. granulosus and E. multilocularis was 33.4 and 12.2%, respectively, across the three surveys. Seropositivity for E. granulosus was significantly associated with summer and winter precipitation, landscape fragmentation variables and the extent of areas covered by forest, shrubland, water and bareland/artificial surfaces. Seropositivity for E. multilocularis was significantly associated with summer and winter precipitations, landscape fragmentation variables and the extent of shrubland and water bodies. Spatial correlation occurred over greater distances for E. granulosus than for E. multilocularis. The predictive maps showed that the risk of seropositivity for E. granulosus expanded across Xiji during the three surveys, while the risk of seropositivity for E. multilocularis became more confined in communities located in the south. Conclusions The identification of high-risk areas for seropositivity for these parasites, and a better understanding of the role of the environment in determining the transmission dynamics of Echinococcus spp. may help to guide and monitor improvements in human echinococcosis control strategies by allowing targeted allocation of resources. |
topic |
Human echinococcoses Echinococcus granulosus Echinococcus multilocularis Environment Geographical information systems Remote sensing |
url |
http://link.springer.com/article/10.1186/s13071-018-2764-1 |
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