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Publicação:
Spatiotemporal dynamics of hantavirus cardiopulmonary syndrome transmission risk in Brazil

dc.contributor.authorMuylaert, Renata L. [UNESP]
dc.contributor.authorSabino-Santos, Gilberto
dc.contributor.authorPrist, Paula R.
dc.contributor.authorOshima, Júlia E.F. [UNESP]
dc.contributor.authorNiebuhr, Bernardo Brandão [UNESP]
dc.contributor.authorSobral-Souza, Thadeu
dc.contributor.authorDe Oliveira, Stefan Vilges
dc.contributor.authorBovendorp, Ricardo Siqueira
dc.contributor.authorMarshall, Jonathan C.
dc.contributor.authorHayman, David T.S.
dc.contributor.authorRibeiro, Milton Cezar [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionMassey University
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.contributor.institutionVitalant Research Institute
dc.contributor.institutionUniversity of California
dc.contributor.institutionEstrada Municipal Hisaichi Takebayashi
dc.contributor.institutionInstituto Pró-Carnívoros
dc.contributor.institutionFederal University of Mato Grosso (UFMT)
dc.contributor.institutionUniversidade Federal de Uberlândia (UFU)
dc.contributor.institutionUniversidade Estadual de Santa Cruz
dc.date.accessioned2020-12-12T02:29:07Z
dc.date.available2020-12-12T02:29:07Z
dc.date.issued2019-10-31
dc.description.abstractBackground: Hantavirus disease in humans is rare but frequently lethal in the Neotropics. Several abundant and widely distributed Sigmodontinae rodents are the primary hosts of Orthohantavirus and, in combination with other factors, these rodents can shape hantavirus disease. Here, we assessed the influence of host diversity, climate, social vulnerability and land use change on the risk of hantavirus disease in Brazil over 24 years. Methods: Landscape variables (native forest, forestry, sugarcane, maize and pasture), climate (temperature and precipitation), and host biodiversity (derived through niche models) were used in spatiotemporal models, using the 5570 Brazilian municipalities as units of analysis. Results: Amounts of native forest and sugarcane, combined with temperature, were the most important factors influencing the increase of disease risk. Population at risk (rural workers) and rodent host diversity also had a positive effect on disease risk. Conclusions: Land use change—especially the conversion of native areas to sugarcane fields—can have a significant impact on hantavirus disease risk, likely by promoting the interaction between the people and the infected rodents. Our results demonstrate the importance of understanding the interactions between landscape change, rodent diversity, and hantavirus disease incidence, and suggest that land use policy should consider disease risk. Meanwhile, our risk map can be used to help allocate preventive measures to avoid disease.en
dc.description.affiliationDepartment of Ecology Institute of Biosciences São Paulo State University (UNESP)
dc.description.affiliationMolecular Epidemiology and Public Health Laboratory Hopkirk Research Institute Massey University, Private Bag 11-222
dc.description.affiliationCenter for Virology Research Ribeirão Preto Medical School University of São Paulo, Av. Bandeirantes 3900
dc.description.affiliationVitalant Research Institute, 270 Masonic Avenue
dc.description.affiliationDepartment of Laboratory Medicine University of California, 270 Masonic Avenue
dc.description.affiliationDepartment of Ecology Biosciences Institute University of São Paulo
dc.description.affiliationCentro Nacional de Pesquisa e Conservacao de Mamiferos Carnivoros (CENAP) Instituto Chico Mendes de Conservação (ICMBio) Estrada Municipal Hisaichi Takebayashi, 8600-Bairro da Usina
dc.description.affiliationInstituto Pró-Carnívoros, Av. Horácio Neto 1030
dc.description.affiliationDepartment of Botany and Ecology Federal University of Mato Grosso (UFMT)
dc.description.affiliationDepartamento de Saúde Coletiva Faculdade de Medicina Universidade Federal de Uberlândia Campus Umuarama, Avenida Pará, 1720
dc.description.affiliationDepartamento de Ciências Biológicas Universidade Estadual de Santa Cruz
dc.description.affiliationUnespDepartment of Ecology Institute of Biosciences São Paulo State University (UNESP)
dc.identifierhttp://dx.doi.org/10.3390/v11111011
dc.identifier.citationViruses, v. 11, n. 11, 2019.
dc.identifier.doi10.3390/v11111011
dc.identifier.issn1999-4915
dc.identifier.lattes4158685235743119
dc.identifier.scopus2-s2.0-85074550848
dc.identifier.urihttp://hdl.handle.net/11449/201301
dc.language.isoeng
dc.relation.ispartofViruses
dc.sourceScopus
dc.subjectApproximate Bayesian inference
dc.subjectEmerging diseases
dc.subjectIntegrated nested Laplace approximations
dc.subjectLand use change
dc.subjectLatent Gaussian models
dc.subjectPolygon-based analysis
dc.subjectPublic health
dc.subjectZero inflation
dc.titleSpatiotemporal dynamics of hantavirus cardiopulmonary syndrome transmission risk in Brazilen
dc.typeArtigo
dspace.entity.typePublication
unesp.author.lattes4158685235743119
unesp.campusUniversidade Estadual Paulista (UNESP), Instituto de Biociências, Rio Claropt
unesp.departmentEcologia - IBpt

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