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Cella E, Cunha MV, Alcantara LCJ, Lourenço J, Giovanetti M. Strengthening arbovirus surveillance: bridging gaps for global health preparedness. Trends Microbiol 2025:S0966-842X(25)00106-4. [PMID: 40280792 DOI: 10.1016/j.tim.2025.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 03/24/2025] [Accepted: 03/25/2025] [Indexed: 04/29/2025]
Abstract
Despite significant advancements in arbovirus research, contributions remain disproportionately focused on regions with reported major outbreaks of diseases such as dengue, Zika, and chikungunya. This bias risks neglecting potentially critical properties in viral evolution, transmission dynamics, ecological drivers, and host-pathogen interactions that occur within the less-studied areas. Recent developments highlight the importance of incorporating data from underrepresented regions and from recent surveillance approaches to uncover novel insights that could enhance global preparedness and response strategies. This opinion explores frameworks for generating and integrating diverse geographical data, proposing equitable research approaches to better capture the global heterogeneities and properties of at-risk environments and populations. A geographically inclusive perspective is essential to address emerging arboviral challenges, particularly in the context of a changing environment and shifting land use patterns.
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Affiliation(s)
- Eleonora Cella
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, FL 32827, USA
| | - Mónica V Cunha
- Centre for Ecology, Evolution and Environmental Changes (cE3c) & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | | | - José Lourenço
- Universidade Católica Portuguesa, Católica Medical School, Católica Biomedical Research Centre, Oeiras, Portugal
| | - Marta Giovanetti
- Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Minas Gerais, Brazil; Department of Sciences and Technologies for Sustainable Development and One Health, Università Campus Bio-Medico di Roma, Rome, Italy.
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2
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Perez LJ, Yamaguchi J, Weiss S, Carlos C, Meyer TV, Rodgers MA, Phoompoung P, Suputtamongkol Y, Cloherty GA, Berg MG. Climate, inter-serotype competition and arboviral interactions shape dengue dynamics in Thailand. Commun Biol 2025; 8:601. [PMID: 40216923 PMCID: PMC11992266 DOI: 10.1038/s42003-025-07999-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 03/25/2025] [Indexed: 04/14/2025] Open
Abstract
The incidence and global spread of dengue are reaching alarming levels. Thailand represents a critical disease epicenter and demands an understanding of the environmental and evolutionary pressures that sustain DENV transmission. Unlike most affected countries experiencing recurrent outbreaks of the same serotype or replacement of one serotype for another, Thailand is an ecological niche for all four serotypes. Favorable climate and mosquito vector availability maintain a landscape defined by stable, endemic circulation of genotypes, with minimal genetic variation attributed to sporadic, external introductions. This equilibrium is achieved through inter-serotype competition, characterized by reproductive fitness levels that maintain infections (Re>1) and elevated evolutionary rates ( ~ 10-4), which steadily increase the genetic diversity of each serotype. This conclusion is reinforced by the identification of numerous positively selected mutations, skewed in the direction of non-structural proteins conferring replication and transmission advantages versus those present in structural proteins evading neutralizing antibodies. Precipitous drops in DENV cases following outbreaks of Chikungunya suggest that interactions with other arboviruses also impact DENV dynamics through vector competition, replication inhibition or partial cross-protection. Thailand is a major exporter of DENV cases and novel emergent lineages gaining fitness here are likely to spread internationally. Surveillance is therefore paramount to monitor diversification trends and take measures to avoid the establishment of similar sustained, local transmission in other countries.
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Affiliation(s)
- Lester J Perez
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA.
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA.
| | - Julie Yamaguchi
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Sonja Weiss
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Christiane Carlos
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Todd V Meyer
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Mary A Rodgers
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Pakpoom Phoompoung
- Faculty of Medicine, Siriraj Hospital Mahidol University, Bangkok, Thailand
| | | | - Gavin A Cloherty
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Michael G Berg
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
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3
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Giovanetti M, Pinotti F, Zanluca C, Fonseca V, Nakase T, Koishi AC, Tscha M, Soares G, Dorl GG, Marques AEM, Sousa R, Adelino TER, Xavier J, de Oliveira C, Patroca S, Guimaraes NR, Fritsch H, Mares-Guia MA, Levy F, Passos PH, da Silva VL, Pereira LA, Mendonça AF, de Macêdo IL, Ribeiro de Sousa DE, Rodrigues de Toledo Costa G, Botelho de Castro M, de Souza Andrade M, de Abreu FVS, Campos FS, Iani FCDM, Pereira MA, Cavalcante KRLJ, de Freitas ARR, Campelo de Albuquerque CF, Macário EM, dos Anjos MPD, Ramos RC, Campos AAS, Pinter A, Chame M, Abdalla L, Riediger IN, Ribeiro SP, Bento AI, de Oliveira T, Freitas C, Oliveira de Moura NF, Fabri A, dos Santos Rodrigues CD, Dos Santos CC, Barreto de Almeida MA, dos Santos E, Cardoso J, Augusto DA, Krempser E, Mucci LF, Gatti RR, Cardoso SF, Fuck JAB, Lopes MGD, Belmonte IL, Mayoral Pedroso da Silva G, Soares MRF, de Castilhos MDMS, de Souza e Silva JC, Bisetto Junior A, Pouzato EG, Tanabe LS, Arita DA, Matsuo R, dos Santos Raymundo J, Silva PCL, Santana Araújo Ferreira Silva A, Samila S, Carvalho G, Stabeli R, Navegantes W, Moreira LA, Ferreira AGA, Pinheiro GG, Nunes BTD, de Almeida Medeiros DB, Cruz ACR, Venâncio da Cunha R, Van Voorhis W, Bispo de Filippis AM, Almiron M, Holmes EC, Ramos DG, Romano A, Lourenço J, Alcantara LCJ, Duarte dos Santos CN. Genomic epidemiology unveils the dynamics and spatial corridor behind the Yellow Fever virus outbreak in Southern Brazil. SCIENCE ADVANCES 2023; 9:eadg9204. [PMID: 37656782 PMCID: PMC10854437 DOI: 10.1126/sciadv.adg9204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 07/26/2023] [Indexed: 09/03/2023]
Abstract
Despite the considerable morbidity and mortality of yellow fever virus (YFV) infections in Brazil, our understanding of disease outbreaks is hampered by limited viral genomic data. Here, through a combination of phylogenetic and epidemiological models, we reconstructed the recent transmission history of YFV within different epidemic seasons in Brazil. A suitability index based on the highly domesticated Aedes aegypti was able to capture the seasonality of reported human infections. Spatial modeling revealed spatial hotspots with both past reporting and low vaccination coverage, which coincided with many of the largest urban centers in the Southeast. Phylodynamic analysis unraveled the circulation of three distinct lineages and provided proof of the directionality of a known spatial corridor that connects the endemic North with the extra-Amazonian basin. This study illustrates that genomics linked with eco-epidemiology can provide new insights into the landscape of YFV transmission, augmenting traditional approaches to infectious disease surveillance and control.
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Affiliation(s)
- Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Department of Science and Technology for Humans and the Environment, Università of Campus Bio-Medico di Roma, Italy
| | | | - Camila Zanluca
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Vagner Fonseca
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Taishi Nakase
- Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK
| | - Andrea C. Koishi
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Marcel Tscha
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Guilherme Soares
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Gisiane Gruber Dorl
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | | | - Renato Sousa
- Laboratório de Patologia Veterinária, Hospital Veterinário UFPR, PR Brazil
| | - Talita Emile Ribeiro Adelino
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Joilson Xavier
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Carla de Oliveira
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
| | | | - Natalia Rocha Guimaraes
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Hegger Fritsch
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Flavia Levy
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Pedro Henrique Passos
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | | | - Luiz Augusto Pereira
- Laboratório Central de Saúde Pública Dr Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | - Ana Flávia Mendonça
- Laboratório Central de Saúde Pública Dr Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | - Isabel Luana de Macêdo
- Veterinary Pathology Laboratory, Campus Darcy Ribeiro, University of Brasília, Brasília, DF 70636- 200, Brazil
| | | | | | - Marcio Botelho de Castro
- Veterinary Pathology Laboratory, Campus Darcy Ribeiro, University of Brasília, Brasília, DF 70636- 200, Brazil
- Graduate Program in Animal Sciences, College of Agronomy and Veterinary Medicine, University of Brasília, Brasília, DF 70910-900, Brazil
| | - Miguel de Souza Andrade
- Baculovirus Laboratory, Department of Cell Biology, Institute of Biological Sciences, University of Brasilia, Brasília 70910-900, DF, Brazil
| | | | - Fabrício Souza Campos
- Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
| | - Felipe Campos de Melo Iani
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Maira Alves Pereira
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | | | | | | | | | - Marlei Pickler Debiasi dos Anjos
- Laboratorio central de Saude Publica de Santa Catarina, Superintendência de Vigilância em Saúde – SES – Santa Catarina, South Brazil
| | - Rosane Campanher Ramos
- Laboratório Central de Saúde Pública do Estado do Rio Grande do Sul, Superintendência de Vigilância em Saúde – SES – Santa Catarina, South Brazil
| | | | - Adriano Pinter
- Departamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia, Universidade de São Paulo, São Paulo, 05508-000, Brazil
| | - Marcia Chame
- Oswaldo Cruz Foundation, Biodiversity, Wildlife Health Institutional Platform (PIBSS/Fiocruz), Rio de Janeiro, Brazil
| | - Livia Abdalla
- Oswaldo Cruz Foundation, Biodiversity, Wildlife Health Institutional Platform (PIBSS/Fiocruz), Rio de Janeiro, Brazil
| | | | - Sérvio Pontes Ribeiro
- Laboratory of Ecology of Diseases & Forests, NUPEB/ICEB, Federal University of Ouro Preto, Minas Gerais, Brazil
| | - Ana I. Bento
- Pandemic Prevention Initiative, The Rockefeller Foundation, Washington DC, USA
| | - Tulio de Oliveira
- School for Data Science and Computational Thinking, Faculty of Science and Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Carla Freitas
- Secretaria de Vigilância em Saúde, SVS, Brazilian Ministry of Health, Brasilia, Federal District, Brazil
| | | | - Allison Fabri
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | | | | | - Edmilson dos Santos
- Secretaria Estadual de Saúde do Rio Grande do Sul, Centro Estadual de Vigilância em Saúde, Porto Alegre, RS, Brazil
| | - Jader Cardoso
- Secretaria Estadual de Saúde do Rio Grande do Sul, Centro Estadual de Vigilância em Saúde, Porto Alegre, RS, Brazil
| | - Douglas Adriano Augusto
- Plataforma Institucional Biodiversidade e Saúde Silvestre - Centro de Informação em Saúde Silvestre (CISS) - Fiocruz/RJ, Avenida Brasil, 4365. Manguinhos - Rio de Janeiro - RJ Cep: 21.040-360
| | - Eduardo Krempser
- Plataforma Institucional Biodiversidade e Saúde Silvestre - Centro de Informação em Saúde Silvestre (CISS) - Fiocruz/RJ, Avenida Brasil, 4365. Manguinhos - Rio de Janeiro - RJ Cep: 21.040-360
| | - Luís Filipe Mucci
- Secretaria da Saúde (São Paulo - Estado), Av Dr. Enéas Carvalho de Aguiar, 188 - Cerqueira César, São Paulo - SP, 05403-000, Brazil
- Coordenadoria de Controle de Doenças (CCD), Av. Dr. Enéas Carvalho de Aguiar, 188 - Cerqueira César, São Paulo - SP, 05403-000, Brazil
- Instituto Pasteur (IP), Av. Paulista, 363 Cerqueira Cesar – São Paulo- SP – CEP:01311-000
| | - Renata Rispoli Gatti
- Secretaria de Estado da Saude de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
| | - Sabrina Fernandes Cardoso
- Secretaria de Estado da Saude de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
- Department of Cell Biology, Embryology and Genetics, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - João Augusto Brancher Fuck
- Diretoria de Vigilância Epidemiológica da Secretaria de Estado da Saúde de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
| | - Maria Goretti David Lopes
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Ivana Lucia Belmonte
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | | | | | | | | | - Alceu Bisetto Junior
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Emanuelle Gemin Pouzato
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Laurina Setsuko Tanabe
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Daniele Akemi Arita
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Ricardo Matsuo
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | | | | | | | - Sandra Samila
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Glauco Carvalho
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Rodrigo Stabeli
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Wildo Navegantes
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Luciano Andrade Moreira
- Mosquitos Vetores: Endossimbiontes e Interação Patógeno-Vetor, Instituto René Rachou–Fiocruz, Belo Horizonte 30190-002, MG, Brazil
| | - Alvaro Gil A. Ferreira
- Mosquitos Vetores: Endossimbiontes e Interação Patógeno-Vetor, Instituto René Rachou–Fiocruz, Belo Horizonte 30190-002, MG, Brazil
| | | | | | | | | | | | - Wes Van Voorhis
- Center for Emerging and Re-emerging Infectious Diseases (CERID), University of Washington, Seattle, WA, USA
| | | | - Maria Almiron
- Pan American Health Organization/World Health Organization, Washington, DC, USA
| | - Edward C. Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Daniel Garkauskas Ramos
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - Alessandro Romano
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - José Lourenço
- BioISI (Biosystems and Integrative Sciences Institute), Faculdade de Ciências da Universidade de Lisboa, Campo Grande, 1749-016 Lisboa Portugal
| | - Luiz Carlos Junior Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
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Hill V, Koch RT, Bialosuknia SM, Ngo K, Zink SD, Koetzner CA, Maffei JG, Dupuis AP, Backenson PB, Oliver J, Bransfield AB, Misencik MJ, Petruff TA, Shepard JJ, Warren JL, Gill MS, Baele G, Vogels CBF, Gallagher G, Burns P, Hentoff A, Smole S, Brown C, Osborne M, Kramer LD, Armstrong PM, Ciota AT, Grubaugh ND. Dynamics of eastern equine encephalitis virus during the 2019 outbreak in the Northeast United States. Curr Biol 2023; 33:2515-2527.e6. [PMID: 37295427 PMCID: PMC10316540 DOI: 10.1016/j.cub.2023.05.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/04/2023] [Accepted: 05/19/2023] [Indexed: 06/12/2023]
Abstract
Eastern equine encephalitis virus (EEEV) causes a rare but severe disease in horses and humans and is maintained in an enzootic transmission cycle between songbirds and Culiseta melanura mosquitoes. In 2019, the largest EEEV outbreak in the United States for more than 50 years occurred, centered in the Northeast. To explore the dynamics of the outbreak, we sequenced 80 isolates of EEEV and combined them with existing genomic data. We found that, similar to previous years, cases were driven by multiple independent but short-lived virus introductions into the Northeast from Florida. Once in the Northeast, we found that Massachusetts was important for regional spread. We found no evidence of any changes in viral, human, or bird factors which would explain the increase in cases in 2019, although the ecology of EEEV is complex and further data is required to explore these in more detail. By using detailed mosquito surveillance data collected by Massachusetts and Connecticut, however, we found that the abundance of Cs. melanura was exceptionally high in 2019, as was the EEEV infection rate. We employed these mosquito data to build a negative binomial regression model and applied it to estimate early season risks of human or horse cases. We found that the month of first detection of EEEV in mosquito surveillance data and vector index (abundance multiplied by infection rate) were predictive of cases later in the season. We therefore highlight the importance of mosquito surveillance programs as an integral part of public health and disease control.
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Affiliation(s)
- Verity Hill
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA.
| | - Robert T Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Sean M Bialosuknia
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - Kiet Ngo
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - Steven D Zink
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - Cheri A Koetzner
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - Joseph G Maffei
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - Alan P Dupuis
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA
| | - P Bryon Backenson
- New York State Department of Health, Bureau of Communicable Disease Control, Albany, NY 12237, USA
| | - JoAnne Oliver
- New York State Department of Health, Bureau of Communicable Disease Control, Syracuse, NY 13202, USA; Division of Environmental and Renewable Resources, State University of New York at Morrisville - School of Agriculture, Business and Technology, Morrisville, NY 13408, USA
| | - Angela B Bransfield
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Michael J Misencik
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Tanya A Petruff
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - John J Shepard
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Joshua L Warren
- Department of Biostatistics, Yale School of Public Health, New Haven, CT 06510, USA; Public Health Modeling Unit, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mandev S Gill
- Department of Statistics, University of Georgia, Athens, GA 30602, USA
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven BE-3000, Belgium
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Glen Gallagher
- Massachusetts Department of Public Health, Boston, MA 02108, USA; Rhode Island State Health Laboratory, Rhode Island Department of Health, Providence, RI 02904, USA
| | - Paul Burns
- Massachusetts Department of Public Health, Boston, MA 02108, USA
| | - Aaron Hentoff
- Massachusetts Department of Public Health, Boston, MA 02108, USA
| | - Sandra Smole
- Massachusetts Department of Public Health, Boston, MA 02108, USA
| | - Catherine Brown
- Massachusetts Department of Public Health, Boston, MA 02108, USA
| | - Matthew Osborne
- Massachusetts Department of Public Health, Boston, MA 02108, USA
| | - Laura D Kramer
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA; Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Albany, NY 12237, USA
| | - Philip M Armstrong
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA; Division of Environmental and Renewable Resources, State University of New York at Morrisville - School of Agriculture, Business and Technology, Morrisville, NY 13408, USA.
| | - Alexander T Ciota
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY 12159, USA; Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Albany, NY 12237, USA.
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA; Department of Biostatistics, Yale School of Public Health, New Haven, CT 06510, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.
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5
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Nakase T, Giovanetti M, Obolski U, Lourenço J. Global transmission suitability maps for dengue virus transmitted by Aedes aegypti from 1981 to 2019. Sci Data 2023; 10:275. [PMID: 37173303 PMCID: PMC10182074 DOI: 10.1038/s41597-023-02170-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 04/20/2023] [Indexed: 05/15/2023] Open
Abstract
Mosquito-borne viruses increasingly threaten human populations due to accelerating changes in climate, human and mosquito migration, and land use practices. Over the last three decades, the global distribution of dengue has rapidly expanded, causing detrimental health and economic problems in many areas of the world. To develop effective disease control measures and plan for future epidemics, there is an urgent need to map the current and future transmission potential of dengue across both endemic and emerging areas. Expanding and applying Index P, a previously developed mosquito-borne viral suitability measure, we map the global climate-driven transmission potential of dengue virus transmitted by Aedes aegypti mosquitoes from 1981 to 2019. This database of dengue transmission suitability maps and an R package for Index P estimations are offered to the public health community as resources towards the identification of past, current and future transmission hotspots. These resources and the studies they facilitate can contribute to the planning of disease control and prevention strategies, especially in areas where surveillance is unreliable or non-existent.
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Affiliation(s)
- Taishi Nakase
- Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK.
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, 21040-360, Brazil
- Department of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di Roma, Rome, 00128, Italy
| | - Uri Obolski
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, 69978, Israel
- Porter School of the Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, 69978, Israel
| | - José Lourenço
- Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, Lisbon, 1749-016, Portugal.
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6
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Hill V, Koch RT, Bialosuknia SM, Ngo K, Zink SD, Koetzner CA, Maffei JG, Dupuis AP, Backenson PB, Oliver J, Bransfield AB, Misencik MJ, Petruff TA, Shepard JJ, Warren JL, Gill MS, Baele G, Vogels CB, Gallagher G, Burns P, Hentoff A, Smole S, Brown C, Osborne M, Kramer LD, Armstrong PM, Ciota AT, Grubaugh ND. Dynamics of Eastern equine encephalitis virus during the 2019 outbreak in the Northeast United States. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.06.23286851. [PMID: 36945576 PMCID: PMC10029029 DOI: 10.1101/2023.03.06.23286851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
Eastern equine encephalitis virus (EEEV) causes a rare but severe disease in horses and humans, and is maintained in an enzootic transmission cycle between songbirds and Culiseta melanura mosquitoes. In 2019, the largest EEEV outbreak in the United States for more than 50 years occurred, centered in the Northeast. To explore the dynamics of the outbreak, we sequenced 80 isolates of EEEV and combined them with existing genomic data. We found that, like previous years, cases were driven by frequent short-lived virus introductions into the Northeast from Florida. Once in the Northeast, we found that Massachusetts was important for regional spread. We found no evidence of any changes in viral, human, or bird factors which would explain the increase in cases in 2019. By using detailed mosquito surveillance data collected by Massachusetts and Connecticut, however, we found that the abundance of Cs. melanura was exceptionally high in 2019, as was the EEEV infection rate. We employed these mosquito data to build a negative binomial regression model and applied it to estimate early season risks of human or horse cases. We found that the month of first detection of EEEV in mosquito surveillance data and vector index (abundance multiplied by infection rate) were predictive of cases later in the season. We therefore highlight the importance of mosquito surveillance programs as an integral part of public health and disease control.
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Affiliation(s)
- Verity Hill
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Robert T. Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Sean M. Bialosuknia
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - Kiet Ngo
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - Steven D. Zink
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - Cheri A. Koetzner
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - Joseph G. Maffei
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - Alan P. Dupuis
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
| | - P. Bryon Backenson
- New York State Department of Health, Bureau of Communicable Disease Control, Albany, NY, USA
| | - JoAnne Oliver
- New York State Department of Health, Bureau of Communicable Disease Control, Syracuse, NY, USA
- Division of Environmental and Renewable Resources, State University of New York at Morrisville - School of Agriculture, Business and Technology, Morrisville, NY, USA
| | - Angela B. Bransfield
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT, USA
| | - Michael J. Misencik
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT, USA
| | - Tanya A. Petruff
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT, USA
| | - John J. Shepard
- Center for Vector Biology and Zoonotic Diseases, Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT, USA
| | - Joshua L. Warren
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA
| | - Mandev S. Gill
- Department of Statistics, University of Georgia, Athens, GA, USA
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Chantal B.F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Glen Gallagher
- Massachusetts Department of Public Health, Boston, MA, USA
- Rhode Island State Health Laboratory, Rhode Island Department of Health, Providence, RI, USA
| | - Paul Burns
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Aaron Hentoff
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Sandra Smole
- Massachusetts Department of Public Health, Boston, MA, USA
| | | | | | - Laura D. Kramer
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
- Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Albany, NY, USA
| | - Philip M. Armstrong
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Division of Environmental and Renewable Resources, State University of New York at Morrisville - School of Agriculture, Business and Technology, Morrisville, NY, USA
| | - Alexander T. Ciota
- The Arbovirus Laboratory, New York State Department of Health, Wadsworth Center, Slingerlands, NY, USA
- Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Albany, NY, USA
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA
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7
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Abstract
West Nile virus (WNV) is a mosquito-borne flavivirus with a global distribution that is maintained in an enzootic cycle between Culex species mosquitoes and avian hosts. Human infection, which occurs as a result of spillover from this cycle, is generally subclinical or results in a self-limiting febrile illness. Central nervous system infection occurs in a minority of infections and can lead to long-term neurological complications and, rarely, death. WNV is the most prevalent arthropod-borne virus in the United States. Climate change can influence several aspects of WNV transmission including the vector, amplifying host, and virus. Climate change is broadly predicted to increase WNV distribution and risk across the globe, yet there will likely be significant regional variability and limitations to this effect. Increases in temperature can accelerate mosquito and pathogen development, drive increases in vector competence for WNV, and also alter mosquito life history traits including longevity, blood feeding behavior and fecundity. Precipitation, humidity and drought also impact WNV transmissibility. Alteration in avian distribution, diversity and phenology resulting from climate variation add additional complexity to these relationships. Here, we review WNV epidemiology, transmission, disease and genetics in the context of laboratory studies, field investigations, and infectious disease models under climate change. We summarize how mosquito genetics, microbial interactions, host dynamics, viral strain, population size, land use and climate account for distinct relationships that drive WNV activity and discuss how these dynamic and evolving interactions could shape WNV transmission and disease under climate change.
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Affiliation(s)
- Rachel L Fay
- The Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Slingerlands, NY, United States; Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Rensselaer, NY, United States
| | - Alexander C Keyel
- The Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Slingerlands, NY, United States; Department of Atmospheric and Environmental Sciences, State University of New York at Albany, Albany, NY, United States
| | - Alexander T Ciota
- The Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Slingerlands, NY, United States; Department of Biomedical Sciences, State University of New York at Albany School of Public Health, Rensselaer, NY, United States.
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8
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Lourenço J, Pinotti F, Nakase T, Giovanetti M, Obolski U. Letter to the editor: Atypical weather is associated with the 2022 early start of West Nile virus transmission in Italy. Euro Surveill 2022; 27:2200662. [PMID: 36017714 PMCID: PMC9413859 DOI: 10.2807/1560-7917.es.2022.27.34.2200662] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 08/23/2022] [Indexed: 05/27/2023] Open
Affiliation(s)
- José Lourenço
- Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | | | - Taishi Nakase
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Marta Giovanetti
- Department of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di Roma, Rome, Italy
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Uri Obolski
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Porter School of the Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel
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9
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Abstract
It is unclear whether West Nile virus (WNV) circulates endemically in Portugal. Despite the country’s adequate climate for transmission, Portugal has only reported four human WNV infections so far. We performed a review of WNV-related data (1966–2020), explored mosquito (2016–2019) and land type distributions (1992–2019), and used climate data (1981–2019) to estimate WNV transmission suitability in Portugal. Serological and molecular evidence of WNV circulation from animals and vectors was largely restricted to the south. Land type and climate-driven transmission suitability distributions, but not the distribution of WNV-capable vectors, were compatible with the North-South divide present in serological and molecular evidence of WNV circulation. Our study offers a comprehensive, data-informed perspective and review on the past epidemiology, surveillance and climate-driven transmission suitability of WNV in Portugal, highlighting the south as a subregion of importance. Given the recent WNV outbreaks across Europe, our results support a timely change towards local, active surveillance. Lourenço et al. review historical data and quantify the transmission potential of West Nile virus in Portugal. They report a North-South divide in infection patterns, a higher ecological capacity in the south, and an increasing positive effect of climate change over the last 40 years.
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Paz S, Majeed A, Christophides GK. Climate change impacts on infectious diseases in the Eastern Mediterranean and the Middle East (EMME)-risks and recommendations. CLIMATIC CHANGE 2021; 169:40. [PMID: 34980932 PMCID: PMC8716574 DOI: 10.1007/s10584-021-03300-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 12/18/2021] [Indexed: 06/14/2023]
Abstract
The Eastern Mediterranean and Middle East (EMME) region has rapid population growth, large differences in socio-economic levels between developed and developing countries, migration, increased water demand, and ecosystems degradation. The region is experiencing a significant warming trend with longer and warmer summers, increased frequency and severity of heat waves, and a drier climate. While climate change plays an important role in contributing to political instability in the region through displacement of people, food insecurity, and increased violence, it also increases the risks of vector-, water-, and food-borne diseases. Poorer and less educated people, young children and the elderly, migrants, and those with long-term health problems are at highest risk. A result of the inequalities among EMME countries is an inconsistency in the availability of reliable evidence about the impacts on infectious diseases. To help address this gap, a search of the literature was conducted as a basis for related recommended responses and suggested actions for preparedness and prevention. Since climate change already impacts the health of vulnerable populations in the EMME and will have a greater impact in future years, risk assessment and timely design and implementation of health preparedness and adaptation strategies are essential. Joint national and cross-border infectious diseases management systems for more effective preparedness and prevention are needed, supported by interventions that improve the environment. Without such cooperation and effective interventions, climate change will lead to an increasing morbidity and mortality in the EMME from infectious diseases, with a higher risk for the most vulnerable populations.
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Affiliation(s)
- Shlomit Paz
- Department of Geography and Environmental Studies, University of Haifa, 199 Aba Khoushy Ave., Mount Carmel, 3498838 Haifa, Israel
| | - Azeem Majeed
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - George K. Christophides
- Department of Life Sciences, Imperial College London, London, UK
- Climate and Atmosphere Research Centre,, The Cyprus Institute, Nicosia, Cyprus
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11
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Costa ÉA, Giovanetti M, Silva Catenacci L, Fonseca V, Aburjaile FF, Chalhoub FLL, Xavier J, Campos de Melo Iani F, da Cunha e Silva Vieira MA, Freitas Henriques D, Medeiros DBDA, Guedes MIMC, Senra Álvares da Silva Santos B, Gonçalves Silva AS, de Pino Albuquerque Maranhão R, da Costa Faria NR, Farinelli de Siqueira R, de Oliveira T, Ribeiro Leite Jardim Cavalcante K, Oliveira de Moura NF, Pecego Martins Romano A, Campelo de Albuquerque CF, Soares Feitosa LC, Martins Bayeux JJ, Bertoni Cavalcanti Teixeira R, Lisboa Lobato O, da Costa Silva S, Bispo de Filippis AM, Venâncio da Cunha R, Lourenço J, Alcantara LCJ. West Nile Virus in Brazil. Pathogens 2021; 10:896. [PMID: 34358046 PMCID: PMC8308589 DOI: 10.3390/pathogens10070896] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 01/04/2023] Open
Abstract
Background: West Nile virus (WNV) was first sequenced in Brazil in 2019, when it was isolated from a horse in the Espírito Santo state. Despite multiple studies reporting serological evidence suggestive of past circulation since 2004, WNV remains a low priority for surveillance and public health, such that much is still unknown about its genomic diversity, evolution, and transmission in the country. Methods: A combination of diagnostic assays, nanopore sequencing, phylogenetic inference, and epidemiological modeling are here used to provide a holistic overview of what is known about WNV in Brazil. Results: We report new genetic evidence of WNV circulation in southern (Minas Gerais, São Paulo) and northeastern (Piauí) states isolated from equine red blood cells. A novel, climate-informed theoretical perspective of the potential transmission of WNV across the country highlights the state of Piauí as particularly relevant for WNV epidemiology in Brazil, although it does not reject possible circulation in other states. Conclusion: Our output demonstrates the scarceness of existing data, and that although there is sufficient evidence for the circulation and persistence of the virus, much is still unknown on its local evolution, epidemiology, and activity. We advocate for a shift to active surveillance, to ensure adequate preparedness for future epidemics with spill-over potential to humans.
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Affiliation(s)
- Érica Azevedo Costa
- Departamento de Medicina Veterinária Preventiva, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (É.A.C.); (M.I.M.C.G.); (B.S.Á.d.S.S.); (A.S.G.S.)
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil; (M.G.); (F.L.L.C.); (N.R.d.C.F.); (A.M.B.d.F.)
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (V.F.); (F.F.A.); (J.X.)
| | - Lilian Silva Catenacci
- Departamento De Morfofisiologia Veterinária, Universidade Federal do Piauí, Teresina 64049-550, Brazil;
| | - Vagner Fonseca
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (V.F.); (F.F.A.); (J.X.)
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban 4041, South Africa;
- Coordenação Geral dos Laboratórios de Saúde Pública/Secretaria de Vigilância em Saúde, Ministério da Saúde (CGLAB/SVS-MS), Brasília 70719-040, Brazil
| | - Flávia Figueira Aburjaile
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (V.F.); (F.F.A.); (J.X.)
| | - Flávia L. L. Chalhoub
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil; (M.G.); (F.L.L.C.); (N.R.d.C.F.); (A.M.B.d.F.)
| | - Joilson Xavier
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (V.F.); (F.F.A.); (J.X.)
| | | | | | - Danielle Freitas Henriques
- Seção de Arbovirologia e Febres Hemorrágicas, Instituto Evandro Chagas, Ministério da Saúde, Ananindeua 70058-900, Brazil; (D.F.H.); (D.B.d.A.M.)
| | - Daniele Barbosa de Almeida Medeiros
- Seção de Arbovirologia e Febres Hemorrágicas, Instituto Evandro Chagas, Ministério da Saúde, Ananindeua 70058-900, Brazil; (D.F.H.); (D.B.d.A.M.)
| | - Maria Isabel Maldonado Coelho Guedes
- Departamento de Medicina Veterinária Preventiva, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (É.A.C.); (M.I.M.C.G.); (B.S.Á.d.S.S.); (A.S.G.S.)
| | - Beatriz Senra Álvares da Silva Santos
- Departamento de Medicina Veterinária Preventiva, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (É.A.C.); (M.I.M.C.G.); (B.S.Á.d.S.S.); (A.S.G.S.)
| | - Aila Solimar Gonçalves Silva
- Departamento de Medicina Veterinária Preventiva, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (É.A.C.); (M.I.M.C.G.); (B.S.Á.d.S.S.); (A.S.G.S.)
| | - Renata de Pino Albuquerque Maranhão
- Setor de Clínica de Equinos, Hospital Veterinário, Campus Pampulha, Universidade Federal de Minas Gerais Escola de Veterinária, Belo Horizonte 31270-901, Brazil;
| | - Nieli Rodrigues da Costa Faria
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil; (M.G.); (F.L.L.C.); (N.R.d.C.F.); (A.M.B.d.F.)
| | | | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban 4041, South Africa;
| | - Karina Ribeiro Leite Jardim Cavalcante
- Coordenacao Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília 70058-900, Brazil; (K.R.L.J.C.); (N.F.O.d.M.); (A.P.M.R.)
| | - Noely Fabiana Oliveira de Moura
- Coordenacao Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília 70058-900, Brazil; (K.R.L.J.C.); (N.F.O.d.M.); (A.P.M.R.)
| | - Alessandro Pecego Martins Romano
- Coordenacao Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília 70058-900, Brazil; (K.R.L.J.C.); (N.F.O.d.M.); (A.P.M.R.)
| | | | - Lauro César Soares Feitosa
- Centro de Ciências Agrárias, Departamento de Clínica e Cirurgia Veterinária, Universidade Federal do Piauí, Teresina 64049-550, Brazil;
| | - José Joffre Martins Bayeux
- Faculdade de Ciências da Saúde, Medicina Veterinária, Urbanova, São José Dos Campos, UNIVAP-Universidade Vale do Paraíba, São Paulo 12245-720, Brazil;
| | | | - Osmaikon Lisboa Lobato
- Laboratório de Genética e Conservação de Germoplasma, Campus Prof. Cinobelina Elvas, Universidade Federal do Piauí, Bom Jesus, Piauí 64049-550, Brazil; (O.L.L.); (S.d.C.S.)
| | - Silvokleio da Costa Silva
- Laboratório de Genética e Conservação de Germoplasma, Campus Prof. Cinobelina Elvas, Universidade Federal do Piauí, Bom Jesus, Piauí 64049-550, Brazil; (O.L.L.); (S.d.C.S.)
| | - Ana Maria Bispo de Filippis
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil; (M.G.); (F.L.L.C.); (N.R.d.C.F.); (A.M.B.d.F.)
| | - Rivaldo Venâncio da Cunha
- Coordenacao dos Laboratorios de Referencia, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil;
| | - José Lourenço
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK;
| | - Luiz Carlos Junior Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil; (M.G.); (F.L.L.C.); (N.R.d.C.F.); (A.M.B.d.F.)
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (V.F.); (F.F.A.); (J.X.)
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12
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Affiliation(s)
- Tamás Bakonyi
- European Centre for Disease Prevention and Control (ECDC), Stockholm, Sweden
| | - Joana M Haussig
- European Centre for Disease Prevention and Control (ECDC), Stockholm, Sweden
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