SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal

Detalhes bibliográficos
Autor(a) principal: Borges, Vítor
Data de Publicação: 2022
Outros Autores: Isidro, Joana, Trovão, Nídia Sequeira, Duarte, Sílvia, Cortes-Martins, Helena, Martiniano, Hugo, Gordo, Isabel, Leite, Ricardo, Vieira, Luís, Portuguese network for SARS-CoV-2 genomics (Consortium), Pinto, M. Alice, Rodrigues, Carina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/25275
Resumo: Genomic surveillance of SARS-CoV-2 in Portugal was rapidly implemented by the National Institute of Health in the early stages of the COVID-19 epidemic, in collaboration with more than 50 laboratories distributed nationwide. Methods By applying recent phylodynamic models that allow integration of individual-based travel history, we reconstructed and characterized the spatio-temporal dynamics of SARSCoV-2 introductions and early dissemination in Portugal. Results We detected at least 277 independent SARS-CoV-2 introductions, mostly from European countries (namely the United Kingdom, Spain, France, Italy, and Switzerland), which were consistent with the countries with the highest connectivity with Portugal. Although most introductions were estimated to have occurred during early March 2020, it is likely that SARS-CoV-2 was silently circulating in Portugal throughout February, before the first cases were confirmed. Conclusions Here we conclude that the earlier implementation of measures could have minimized the number of introductions and subsequent virus expansion in Portugal. This study lays the foundation for genomic epidemiology of SARS-CoV-2 in Portugal, and highlights the need for systematic and geographically-representative genomic surveillance.
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spelling SARS-CoV-2 introductions and early dynamics of the epidemic in PortugalSARS-CoV-2 infectionSurveillancePortugalGenomic surveillance of SARS-CoV-2 in Portugal was rapidly implemented by the National Institute of Health in the early stages of the COVID-19 epidemic, in collaboration with more than 50 laboratories distributed nationwide. Methods By applying recent phylodynamic models that allow integration of individual-based travel history, we reconstructed and characterized the spatio-temporal dynamics of SARSCoV-2 introductions and early dissemination in Portugal. Results We detected at least 277 independent SARS-CoV-2 introductions, mostly from European countries (namely the United Kingdom, Spain, France, Italy, and Switzerland), which were consistent with the countries with the highest connectivity with Portugal. Although most introductions were estimated to have occurred during early March 2020, it is likely that SARS-CoV-2 was silently circulating in Portugal throughout February, before the first cases were confirmed. Conclusions Here we conclude that the earlier implementation of measures could have minimized the number of introductions and subsequent virus expansion in Portugal. This study lays the foundation for genomic epidemiology of SARS-CoV-2 in Portugal, and highlights the need for systematic and geographically-representative genomic surveillance.We gratefully acknowledge to Sara Hill and Nuno Faria (University of Oxford) and Joshua Quick and Nick Loman (University of Birmingham) for kindly providing us with the initial sets of Artic Network primers for NGS; Rafael Mamede (MRamirez team, IMM, Lisbon) for developing and sharing a bioinformatics script for sequence curation (https://github.com/rfm-targa/BioinfUtils); Philippe Lemey (KU Leuven) for providing guidance on the implementation of the phylodynamic models; Joshua L. Cherry (National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health) for providing guidance with the subsampling strategies; and all authors, originating and submitting laboratories who have contributed genome data on GISAID (https://www.gisaid.org/) on which part of this research is based. The opinions expressed in this article are those of the authors and do not reflect the view of the National Institutes of Health, the Department of Health and Human Services, or the United States government. This study is co-funded by Fundação para a Ciência e Tecnologia and Agência de Investigação Clínica e Inovação Biomédica (234_596874175) on behalf of the Research 4 COVID-19 call. Some infrastructural resources used in this study come from the GenomePT project (POCI-01-0145-FEDER-022184), supported by COMPETE 2020 - Operational Programme for Competitiveness and Internationalisation (POCI), Lisboa Portugal Regional Operational Programme (Lisboa2020), Algarve Portugal Regional Operational Programme (CRESC Algarve2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF), and by Fundação para a Ciência e a Tecnologia (FCT).Biblioteca Digital do IPBBorges, VítorIsidro, JoanaTrovão, Nídia SequeiraDuarte, SílviaCortes-Martins, HelenaMartiniano, HugoGordo, IsabelLeite, RicardoVieira, LuísPortuguese network for SARS-CoV-2 genomics (Consortium)Pinto, M. AliceRodrigues, Carina2022-03-23T15:11:43Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/25275engBorges, Vítor; Isidro, Joana; Trovão, Nídia Sequeira; Duarte, Sílvia; Cortes-Martins, Helena; Martiniano, Hugo; Gordo, Isabel; Leite, Ricardo; Vieira, Luís, Portuguese network for SARS-CoV-2 genomics (Consortium); Pinto, M. Alice; Rodrigues, Carina (2022). SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal. Communications Medicine. ISSN 2730-664X. 2:1, p. 1-112730-664X10.1038/s43856-022-00072-0info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:56:35Zoai:bibliotecadigital.ipb.pt:10198/25275Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:15:57.629355Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
title SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
spellingShingle SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
Borges, Vítor
SARS-CoV-2 infection
Surveillance
Portugal
title_short SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
title_full SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
title_fullStr SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
title_full_unstemmed SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
title_sort SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal
author Borges, Vítor
author_facet Borges, Vítor
Isidro, Joana
Trovão, Nídia Sequeira
Duarte, Sílvia
Cortes-Martins, Helena
Martiniano, Hugo
Gordo, Isabel
Leite, Ricardo
Vieira, Luís
Portuguese network for SARS-CoV-2 genomics (Consortium)
Pinto, M. Alice
Rodrigues, Carina
author_role author
author2 Isidro, Joana
Trovão, Nídia Sequeira
Duarte, Sílvia
Cortes-Martins, Helena
Martiniano, Hugo
Gordo, Isabel
Leite, Ricardo
Vieira, Luís
Portuguese network for SARS-CoV-2 genomics (Consortium)
Pinto, M. Alice
Rodrigues, Carina
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Borges, Vítor
Isidro, Joana
Trovão, Nídia Sequeira
Duarte, Sílvia
Cortes-Martins, Helena
Martiniano, Hugo
Gordo, Isabel
Leite, Ricardo
Vieira, Luís
Portuguese network for SARS-CoV-2 genomics (Consortium)
Pinto, M. Alice
Rodrigues, Carina
dc.subject.por.fl_str_mv SARS-CoV-2 infection
Surveillance
Portugal
topic SARS-CoV-2 infection
Surveillance
Portugal
description Genomic surveillance of SARS-CoV-2 in Portugal was rapidly implemented by the National Institute of Health in the early stages of the COVID-19 epidemic, in collaboration with more than 50 laboratories distributed nationwide. Methods By applying recent phylodynamic models that allow integration of individual-based travel history, we reconstructed and characterized the spatio-temporal dynamics of SARSCoV-2 introductions and early dissemination in Portugal. Results We detected at least 277 independent SARS-CoV-2 introductions, mostly from European countries (namely the United Kingdom, Spain, France, Italy, and Switzerland), which were consistent with the countries with the highest connectivity with Portugal. Although most introductions were estimated to have occurred during early March 2020, it is likely that SARS-CoV-2 was silently circulating in Portugal throughout February, before the first cases were confirmed. Conclusions Here we conclude that the earlier implementation of measures could have minimized the number of introductions and subsequent virus expansion in Portugal. This study lays the foundation for genomic epidemiology of SARS-CoV-2 in Portugal, and highlights the need for systematic and geographically-representative genomic surveillance.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-23T15:11:43Z
2022
2022-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/25275
url http://hdl.handle.net/10198/25275
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Borges, Vítor; Isidro, Joana; Trovão, Nídia Sequeira; Duarte, Sílvia; Cortes-Martins, Helena; Martiniano, Hugo; Gordo, Isabel; Leite, Ricardo; Vieira, Luís, Portuguese network for SARS-CoV-2 genomics (Consortium); Pinto, M. Alice; Rodrigues, Carina (2022). SARS-CoV-2 introductions and early dynamics of the epidemic in Portugal. Communications Medicine. ISSN 2730-664X. 2:1, p. 1-11
2730-664X
10.1038/s43856-022-00072-0
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dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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