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
Main Authors: Almeida, Paula Maria Pereira de, Câmara, Daniel Cardoso Portela, Nobre, Aline Araújo, Ayllón, Tania, Ribeiro, Mário Sérgio, Dias, Cristina Maria Giordano, Peixoto, Eduardo Mesquita, Rocha, Maíra Mendonça da, Carvalho, Silvia, Honório, Nildimar Alves
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Language:English
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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.
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
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CitedBy_id crossref_primary_10_1089_vbz_2024_0004
crossref_primary_10_1038_s41598_023_42930_4
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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
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Volume 15
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