Spatio-Temporal Cluster Detection of Dengue, Chikungunya, and Zika Viruses' Infection in Rio de Janeiro State from 2010 to 2019
Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent arboviruses constitutes a serious public health problem, resulting in outbreaks that can spatially and temporally overlap. Environmental condi...
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Published in: | Viruses Vol. 15; no. 7; p. 1496 |
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Abstract | Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent arboviruses constitutes a serious public health problem, resulting in outbreaks that can spatially and temporally overlap. Environmental conditions favor the presence, maintenance, and expansion of
, the primary vector of these urban arboviruses. This study assessed the detection of clusters of urban arboviruses in the Rio de Janeiro state from 2010 to 2019. Notified cases of dengue, chikungunya, and Zika were grouped by year according to the onset of symptoms and their municipality of residence. The study period recorded the highest number of dengue epidemics in the state along with the simultaneous circulation of chikungunya and Zika viruses. The analyzes showed that the central municipalities of the metropolitan regions were associated with higher risk areas. Central municipalities in metropolitan regions were the first most likely clusters for dengue and Zika, and the second most likely cluster for chikungunya. Furthermore, the northwest and north regions were comprised clusters with the highest relative risk for the three arboviruses, underscoring the impact of these arboviruses in less densely populated regions of Brazil. The identification of high-risk areas over time highlights the need for effective control measures, targeted prevention and control interventions for these urban arboviral diseases. |
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AbstractList | Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent arboviruses constitutes a serious public health problem, resulting in outbreaks that can spatially and temporally overlap. Environmental conditions favor the presence, maintenance, and expansion of Aedes aegypti, the primary vector of these urban arboviruses. This study assessed the detection of clusters of urban arboviruses in the Rio de Janeiro state from 2010 to 2019. Notified cases of dengue, chikungunya, and Zika were grouped by year according to the onset of symptoms and their municipality of residence. The study period recorded the highest number of dengue epidemics in the state along with the simultaneous circulation of chikungunya and Zika viruses. The analyzes showed that the central municipalities of the metropolitan regions were associated with higher risk areas. Central municipalities in metropolitan regions were the first most likely clusters for dengue and Zika, and the second most likely cluster for chikungunya. Furthermore, the northwest and north regions were comprised clusters with the highest relative risk for the three arboviruses, underscoring the impact of these arboviruses in less densely populated regions of Brazil. The identification of high-risk areas over time highlights the need for effective control measures, targeted prevention and control interventions for these urban arboviral diseases. Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent arboviruses constitutes a serious public health problem, resulting in outbreaks that can spatially and temporally overlap. Environmental conditions favor the presence, maintenance, and expansion of , the primary vector of these urban arboviruses. This study assessed the detection of clusters of urban arboviruses in the Rio de Janeiro state from 2010 to 2019. Notified cases of dengue, chikungunya, and Zika were grouped by year according to the onset of symptoms and their municipality of residence. The study period recorded the highest number of dengue epidemics in the state along with the simultaneous circulation of chikungunya and Zika viruses. The analyzes showed that the central municipalities of the metropolitan regions were associated with higher risk areas. Central municipalities in metropolitan regions were the first most likely clusters for dengue and Zika, and the second most likely cluster for chikungunya. Furthermore, the northwest and north regions were comprised clusters with the highest relative risk for the three arboviruses, underscoring the impact of these arboviruses in less densely populated regions of Brazil. The identification of high-risk areas over time highlights the need for effective control measures, targeted prevention and control interventions for these urban arboviral diseases. Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent arboviruses constitutes a serious public health problem, resulting in outbreaks that can spatially and temporally overlap. Environmental conditions favor the presence, maintenance, and expansion of Aedes aegypti , the primary vector of these urban arboviruses. This study assessed the detection of clusters of urban arboviruses in the Rio de Janeiro state from 2010 to 2019. Notified cases of dengue, chikungunya, and Zika were grouped by year according to the onset of symptoms and their municipality of residence. The study period recorded the highest number of dengue epidemics in the state along with the simultaneous circulation of chikungunya and Zika viruses. The analyzes showed that the central municipalities of the metropolitan regions were associated with higher risk areas. Central municipalities in metropolitan regions were the first most likely clusters for dengue and Zika, and the second most likely cluster for chikungunya. Furthermore, the northwest and north regions were comprised clusters with the highest relative risk for the three arboviruses, underscoring the impact of these arboviruses in less densely populated regions of Brazil. The identification of high-risk areas over time highlights the need for effective control measures, targeted prevention and control interventions for these urban arboviral diseases. |
Audience | Academic |
Author | Nobre, Aline Araújo Almeida, Paula Maria Pereira de Câmara, Daniel Cardoso Portela Dias, Cristina Maria Giordano Ayllón, Tania Rocha, Maíra Mendonça da Ribeiro, Mário Sérgio Honório, Nildimar Alves Carvalho, Silvia Peixoto, Eduardo Mesquita |
AuthorAffiliation | 2 Núcleo Operacional Sentinela de Mosquitos Vetores-Nosmove, Fundação Oswaldo Cruz, Rio de Janeiro 21400-900, RJ, Brazil; tayllon@ucm.es 5 Department of Genetics, Physiology and Microbiology, Faculty of Biological Sciences, University Complutense of Madrid, 28040 Madrid, Spain 1 Laboratório das Interações Vírus Hospedeiros, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil; dcpcamara@gmail.com 4 Programa de Computação Científica, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil; aline.nobre@fiocruz.br 6 Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil 3 Secretaria de Estado de Saúde do Rio de Janeiro, Rio de Janeiro 20031-142, RJ, Brazil; mario_sesrj@yahoo.com.br (M.S.R.); crismgd10@gmail.com (C.M.G.D.); eduardo.mesquita.peixoto@gmail.com (E.M.P.); mairamendoncadarocha@gmail.com (M.M.d.R.); carvalho.silviacristina@gmail.com (S.C.) |
AuthorAffiliation_xml | – name: 3 Secretaria de Estado de Saúde do Rio de Janeiro, Rio de Janeiro 20031-142, RJ, Brazil; mario_sesrj@yahoo.com.br (M.S.R.); crismgd10@gmail.com (C.M.G.D.); eduardo.mesquita.peixoto@gmail.com (E.M.P.); mairamendoncadarocha@gmail.com (M.M.d.R.); carvalho.silviacristina@gmail.com (S.C.) – name: 6 Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil – name: 2 Núcleo Operacional Sentinela de Mosquitos Vetores-Nosmove, Fundação Oswaldo Cruz, Rio de Janeiro 21400-900, RJ, Brazil; tayllon@ucm.es – name: 4 Programa de Computação Científica, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil; aline.nobre@fiocruz.br – name: 1 Laboratório das Interações Vírus Hospedeiros, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 210400-900, RJ, Brazil; dcpcamara@gmail.com – name: 5 Department of Genetics, Physiology and Microbiology, Faculty of Biological Sciences, University Complutense of Madrid, 28040 Madrid, Spain |
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Snippet | Dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV) virus infections are widespread throughout the Rio de Janeiro state. The co-circulation of these emergent... |
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SubjectTerms | Aedes aegypti arbovirus infections Brazil Chikungunya virus Cluster analysis Control Dengue fever Dengue viruses Distribution Environmental conditions Epidemics Guillain-Barre syndrome Health aspects Hypotheses Infections Population density Public health Rio de Janeiro state spatio-temporal analysis Surveillance Vector-borne diseases Viruses Zika virus |
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Title | Spatio-Temporal Cluster Detection of Dengue, Chikungunya, and Zika Viruses' Infection in Rio de Janeiro State from 2010 to 2019 |
URI | https://www.ncbi.nlm.nih.gov/pubmed/37515183 https://www.proquest.com/docview/2843117905 https://search.proquest.com/docview/2844090197 https://pubmed.ncbi.nlm.nih.gov/PMC10384805 https://doaj.org/article/598d393c77834eae9a19675d8be4419c |
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