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Hirata Y, Katano H, Iida S, Mine S, Nagasawa S, Makino Y, Motomura A, Ozono S, Sato Y, Sekizuka T, Kuroda M, Yamaguchi R, Inokuchi G, Torimitsu S, Akitomi S, Yajima D, Saitoh H, Suzuki T, Iwase H. Genomic analysis of SARS-CoV-2 in forensic autopsy cases of COVID-19. J Med Virol 2023; 95:e28990. [PMID: 37537838 DOI: 10.1002/jmv.28990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/25/2023] [Accepted: 07/14/2023] [Indexed: 08/05/2023]
Abstract
Numerous genomic analyses of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have been conducted, highlighting its variations and lineage transitions. Despite the importance of forensic autopsy in investigating deaths due to coronavirus disease 2019 (COVID-19), including out-of-hospital deaths, viral genomic analysis has rarely been reported due in part to postmortem changes. In this study, various specimens were collected from 18 forensic autopsy cases with SARS-CoV-2 infection. Reverse-transcription quantitative polymerase chain reaction revealed the distribution of the virus in the body, primarily in the respiratory organs. Next-generation sequencing determined the complete genome sequences in 15 of the 18 cases, although some cases showed severe postmortem changes or degradation of tissue RNA. Intrahost genomic diversity of the virus was identified in one case of death due to COVID-19. The accumulation of single-nucleotide variations in the lung of the case suggested the intrahost evolution of SARS-CoV-2. Lung of the case showed diffuse alveolar damage histologically and positivity for SARS-CoV-2 by immunohistochemical analysis and in situ hybridization, indicating virus-associated pneumonia. This study provides insights into the feasibility of genomic analysis of SARS-CoV-2 in forensic autopsy cases and the potential for uncovering important information in COVID-19 deaths, including out-of-hospital deaths.
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Affiliation(s)
- Yuichiro Hirata
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Harutaka Katano
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Shun Iida
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Sohtaro Mine
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Sayaka Nagasawa
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Yohsuke Makino
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Ayumi Motomura
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Legal Medicine, International University of Health and Welfare, Chiba, Japan
| | - Seiya Ozono
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yuko Sato
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tsuyoshi Sekizuka
- Pathogen Genomics Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Makoto Kuroda
- Pathogen Genomics Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Rutsuko Yamaguchi
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Go Inokuchi
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Suguru Torimitsu
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shinji Akitomi
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Japan Medical Association Research Institute, Tokyo, Japan
| | - Daisuke Yajima
- Department of Legal Medicine, International University of Health and Welfare, Chiba, Japan
| | - Hisako Saitoh
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Dentistry, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tadaki Suzuki
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Hirotaro Iwase
- Department of Legal Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
- Department of Forensic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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2
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Assato PA, Clemente LG, Giovanetti M, Ribeiro G, Lima ARJ, Palmieri M, de Moraes LN, Kashima S, Fukumasu H, Nogueira ML, Alcantara LCJ, Nicolodelli AL, Martins AJ, Petry B, Banho CA, Dos Santos Barros CR, Moncau-Gadbem CT, Moretti DB, De La Roque DGL, Marqueze EC, Mattos EC, Silva FEVD, Da Costa FADS, Cacherik G, De Souza Todao Bernardino J, Lesbon JCC, Sacchetto L, De Lima LPO, Caldeira LAV, Martininghi M, Moraes MM, Poleti MD, Cattony Neto PDQ, Cassano RDLRC, Brassaloti RA, Slavov SN, Viala VL, Coutinho LL, Grotto RMT, Neto RM, Covas DT, Sampaio SC, Elias MC, Souza-Neto JA. Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil. Viruses 2023; 15:327. [PMID: 36851541 PMCID: PMC9965911 DOI: 10.3390/v15020327] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/11/2023] [Accepted: 01/12/2023] [Indexed: 01/26/2023] Open
Abstract
São Paulo is the financial center of Brazil, with a population of over 12 million, that receives travelers from all over the world for business and tourism. It was the first city in Brazil to report a case of COVID-19 that rapidly spread across the city despite the implementation of the restriction measures. Despite many reports, much is still unknown regarding the genomic diversity and transmission dynamics of this virus in the city of São Paulo. Thus, in this study, we provide a retrospective overview of the COVID-19 epidemic in São Paulo City, Southeastern, Brazil, by generating a total of 9995 near-complete genome sequences from all the city's different macro-regions (North, West, Central, East, South, and Southeast). Our analysis revealed that multiple independent introduction events of different variants (mainly Gamma, Delta, and Omicron) occurred throughout time. Additionally, our estimates of viral movement within the different macro-regions further suggested that the East and the Southeast regions were the largest contributors to the Gamma and Delta viral exchanges to other regions. Meanwhile, the North region had a higher contribution to the dispersion of the Omicron variant. Together, our results reinforce the importance of increasing SARS-CoV-2 genomic monitoring within the city and the country to track the real-time evolution of the virus and to detect earlier any eventual emergency of new variants of concern that could undermine the fight against COVID-19 in Brazil and worldwide.
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Affiliation(s)
- Patricia Akemi Assato
- School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu 18610-034, Brazil
| | - Luan Gaspar Clemente
- Centro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba 13418-900, Brazil
| | - Marta Giovanetti
- Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro 21040-360, Brazil
- Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
- Department of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di Roma, 00128 Rome, Italy
| | | | | | - Melissa Palmieri
- Health Surveillance Coordination, Sao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | | | - Simone Kashima
- Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14051-140, Brazil
| | - Heidge Fukumasu
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil
| | | | - Luiz Carlos Junior Alcantara
- Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro 21040-360, Brazil
- Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Aline Lais Nicolodelli
- Primary Care Coordination/Sao Paulo Municipal Health Department—Coordenadoria de Atenção Básica—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | | | - Bruna Petry
- Centro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba 13418-900, Brazil
| | - Cecilia Artico Banho
- Faculdade de Medicina de São José do Rio Preto (FAMERP), São José do Rio Preto 15090-000, Brazil
| | | | | | | | - Debora Glenda Lima De La Roque
- Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14051-140, Brazil
| | | | - Elisangela Chicaroni Mattos
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil
| | - Fabiana Erica Vilanova Da Silva
- Primary Care Coordination/Sao Paulo Municipal Health Department—Coordenadoria de Atenção Básica—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | | | - Giselle Cacherik
- Primary Care Coordination/Sao Paulo Municipal Health Department—Coordenadoria de Atenção Básica—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | | | - Jessika Cristina Chagas Lesbon
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil
| | - Lívia Sacchetto
- Faculdade de Medicina de São José do Rio Preto (FAMERP), São José do Rio Preto 15090-000, Brazil
| | | | - Luiz Artur Vieira Caldeira
- Health Surveillance Coordination, Sao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | - Maiara Martininghi
- Health Surveillance Coordination, Sao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São Paulo, Sao Paulo 05579-000, Brazil
| | - Marília Mazzi Moraes
- Faculdade de Medicina de São José do Rio Preto (FAMERP), São José do Rio Preto 15090-000, Brazil
| | - Mirele Daiana Poleti
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil
| | | | | | | | - Svetoslav Nanev Slavov
- Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14051-140, Brazil
| | | | - Luiz Lehmann Coutinho
- Centro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba 13418-900, Brazil
| | - Rejane Maria Tommasini Grotto
- School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu 18610-034, Brazil
- Genomic Surveillance Network, São Paulo State University (UNESP), Sao Paulo 01049-010, Brazil
| | | | - Dimas Tadeu Covas
- Butantan Institute, Sao Paulo 05508-040, Brazil
- Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14051-140, Brazil
| | | | | | - Jayme A. Souza-Neto
- School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu 18610-034, Brazil
- Genomic Surveillance Network, São Paulo State University (UNESP), Sao Paulo 01049-010, Brazil
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Alves HJ, de Araújo JLF, Fonseca PLC, Moreira FRR, Bonfim DM, Queiroz DC, Miguita L, de Souza RM, Geddes VEV, Costa WC, de Oliveira JS, Medeiros ELA, de Souza CSA, Saliba JW, Menezes AL, de Oliveira ES, Adelino TER, Guimaraes NR, Ribeiro AA, Moreira RG, Zauli DAG, Silva JDP, Malta FSV, Ferreira ACDS, Silva AVFG, Alfenas-Zerbini P, de Souza FO, Sabino ADP, Xavier LDA, Carobin NV, de Carvalho AF, Lourenço KL, Teixeira SMR, Fernandes APSM, da Fonseca FG, Abrahão JS, Iani FCDM, Rodrigues RAL, de Souza RP, Aguiar RS. Monitoring the Establishment of VOC Gamma in Minas Gerais, Brazil: A Retrospective Epidemiological and Genomic Surveillance Study. Viruses 2022; 14:v14122747. [PMID: 36560750 PMCID: PMC9781153 DOI: 10.3390/v14122747] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
Since its first identification in Brazil, the variant of concern (VOC) Gamma has been associated with increased infection and transmission rates, hospitalizations, and deaths. Minas Gerais (MG), the second-largest populated Brazilian state with more than 20 million inhabitants, observed a peak of cases and deaths in March-April 2021. We conducted a surveillance study in 1240 COVID-19-positive samples from 305 municipalities distributed across MG's 28 Regional Health Units (RHU) between 1 March to 27 April 2021. The most common variant was the VOC Gamma (71.2%), followed by the variant of interest (VOI) zeta (12.4%) and VOC alpha (9.6%). Although the predominance of Gamma was found in most of the RHUs, clusters of Zeta and Alpha variants were observed. One Alpha-clustered RHU has a history of high human mobility from countries with Alpha predominance. Other less frequent lineages, such as P.4, P.5, and P.7, were also identified. With our genomic characterization approach, we estimated the introduction of Gamma on 7 January 2021, at RHU Belo Horizonte. Differences in mortality between the Zeta, Gamma and Alpha variants were not observed. We reinforce the importance of vaccination programs to prevent severe cases and deaths during transmission peaks.
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Affiliation(s)
- Hugo José Alves
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - João Locke Ferreira de Araújo
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Paula Luize Camargos Fonseca
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Filipe Romero Rebello Moreira
- Laboratório de Virologia Molecular, Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-901, Brazil
| | - Diego Menezes Bonfim
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Daniel Costa Queiroz
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Lucyene Miguita
- Departamento de Patologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Rafael Marques de Souza
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Victor Emmanuel Viana Geddes
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Walyson Coelho Costa
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Jaqueline Silva de Oliveira
- Subsecretaria de Vigilância em Saúde, Secretaria de Estado de Saúde de Minas Gerais, Belo Horizonte 31585-200, Brazil
| | - Eva Lídia Arcoverde Medeiros
- Subsecretaria de Vigilância em Saúde, Secretaria de Estado de Saúde de Minas Gerais, Belo Horizonte 31585-200, Brazil
| | | | | | - André Luiz Menezes
- Secretaria Municipal de Saúde, Prefeitura de Belo Horizonte, Belo Horizonte 30130-040, Brazil
| | | | | | | | | | - Rennan Garcias Moreira
- Centro de Laboratórios Multiusuários, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | | | | | | | - Alessandro Clayton de Souza Ferreira
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | | | - Poliane Alfenas-Zerbini
- Laboratório de Vírus, Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária, Universidade Federal de Viçosa, Viçosa 36570-900, Brazil
| | - Flavia Oliveira de Souza
- Laboratório de Vírus, Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária, Universidade Federal de Viçosa, Viçosa 36570-900, Brazil
| | - Adriano de Paula Sabino
- Laboratório de Institucional de Pesquisa em Biomarcadores, LINBIO, Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Laura do Amaral Xavier
- Laboratório de Institucional de Pesquisa em Biomarcadores, LINBIO, Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Natália Virtude Carobin
- Laboratório de Institucional de Pesquisa em Biomarcadores, LINBIO, Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Alex Fiorini de Carvalho
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Belo Horizonte 31310-260, Brazil
| | - Karine Lima Lourenço
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Belo Horizonte 31310-260, Brazil
| | | | | | | | - Jônatas Santos Abrahão
- Laboratório de Vírus, Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31279-901, Brazil
| | | | - Rodrigo Araújo Lima Rodrigues
- Laboratório de Vírus, Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31279-901, Brazil
| | - Renan Pedra de Souza
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
- Correspondence: (R.P.d.S.); (R.S.A.)
| | - Renato Santana Aguiar
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil
- Instituto D’Or de Pesquisa e Ensino (IDOR), Rio de Janeiro 22281-100, Brazil
- Correspondence: (R.P.d.S.); (R.S.A.)
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SARS-CoV-2 Genomic Surveillance in Brazil: A Systematic Review with Scientometric Analysis. Viruses 2022; 14:v14122715. [PMID: 36560720 PMCID: PMC9784312 DOI: 10.3390/v14122715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/30/2022] [Accepted: 12/02/2022] [Indexed: 12/09/2022] Open
Abstract
Several studies have monitored the SARS-CoV-2 variants in Brazil throughout the pandemic. Here, we systematically reviewed and conducted a scientometric analysis of the SARS-CoV-2 genomic surveillance studies using Brazilian samples. A Pubmed database search on October 2022 returned 492 articles, of which 106 were included. Ninety-six different strains were reported, with variant of concern (VOC) gamma (n = 35,398), VOC delta (n = 15,780), and the variant of interest zeta (n = 1983) being the most common. The top three states with the most samples in the published articles were São Paulo, Rio de Janeiro, and Minas Gerais. Whereas the first year of the pandemic presented primary circulation of B.1.1.28 and B.1.1.33 variants, consecutive replacements were observed between them and VOI zeta, VOC gamma, VOC delta, and VOC omicron. VOI mu, VOI lambda, VOC alpha, and VOC beta were also detected but failed to reach significant circulation. Co-infection, re-infection, and vaccine breakthrough reports were found. Article co-citation differed from the co-authorship structure. Despite the limitations, we expect to give an overview of Brazil's genomic surveillance studies and contribute to future research execution.
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da-Costa-Rodrigues B, Cheohen C, Sciammarella F, Pierre-Bonetti-Pozzobon A, Ribeiro L, Nepomuceno-Silva JL, Medeiros M, Mury F, Monteiro-de-Barros C, Lazoski C, Leal-da-Silva M, Tanuri A, Nunes-da-Fonseca R. SARS-CoV-2 Spatiotemporal Genomic and Molecular Analysis of the First Wave of the COVID-19 Pandemic in Macaé, the Brazilian Capital of Oil. Int J Mol Sci 2022; 23:ijms231911497. [PMID: 36232806 PMCID: PMC9569756 DOI: 10.3390/ijms231911497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/23/2022] [Accepted: 09/25/2022] [Indexed: 11/25/2022] Open
Abstract
The SARS-CoV-2 virus infection led to millions of deaths during the COVID-19 pandemic. Hundreds of workers from several other Brazilian cities, as well as from other countries, arrive daily in Macaé to work in the oil supply chain, making this city a putative hotspot for the introduction of new viral lineages. In this study, we performed a genomic survey of SARS-CoV-2 samples from Macaé during the first outbreak of COVID-19, combined with clinical data and a molecular integrative analysis. First, phylogenomic analyses showed a high occurrence of viral introduction events and the establishment of local transmissions in Macaé, including the ingression and spread of the B.1.1.28 lineage in the municipality from June to August 2020. Second, SARS-CoV-2 mutations were identified in patients with distinct levels of COVID-19 severity. Third, molecular interactions of the mutated spike protein from three B.1.1.33 local samples and human ACE2 showed higher interactions than that of the wild-type spike protein from the ancestral virus. Altogether, these results elucidate the SARS-CoV-2 genomic profile in a strategic Brazilian city and further explore the functional aspects of SARS-CoV-2 with a characterization of emerging viral mutations associated with clinical data and the potential targets for drug development against SARS-CoV-2.
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Affiliation(s)
- Bruno da-Costa-Rodrigues
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
- Programa de Ciências Morfológicas, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-170, Brazil
- Correspondence: (B.d.-C.-R.); (R.N.-d.-F.)
| | - Caio Cheohen
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Felipe Sciammarella
- Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil
| | - Allan Pierre-Bonetti-Pozzobon
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Lupis Ribeiro
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - José Luciano Nepomuceno-Silva
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Marcio Medeiros
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Flávia Mury
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Cintia Monteiro-de-Barros
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Cristiano Lazoski
- Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil
| | - Manuela Leal-da-Silva
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
| | - Amilcar Tanuri
- Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil
| | - Rodrigo Nunes-da-Fonseca
- Instituto de Biodiversidade e Sustentabilidade-NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-550, Brazil
- Programa de Ciências Morfológicas, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-170, Brazil
- Correspondence: (B.d.-C.-R.); (R.N.-d.-F.)
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Fonseca PLC, Moreira FRR, de Souza RM, Guimarães NR, Carvalho NO, Adelino TER, Alves HJ, Alvim LB, Candido DS, Coelho HP, Costa AVB, Costa WC, de Carvalho AF, de Faria BWF, de Lima AB, de Oliveira ES, de Souza CSA, de Souza FG, Dias RC, Geddes VEV, Godinho IP, Gonçalves AL, Lourenço KL, Magalhães RDM, Malta FSV, Medeiros ELA, Mendes FS, Mendes PHBDP, Mendonça CPTB, Menezes AL, Menezes D, Menezes MT, Miguita L, Moreira RG, Peixoto RB, Queiroz DC, Ribeiro AA, Ribeiro APDB, Saliba JW, Sato HI, Silva JDP, Silva NP, Faria NR, Teixeira SMR, da Fonseca FG, Fernandes APSM, Zauli DAG, Januario JN, de Oliveira JS, Iani FCDM, de Aguiar RS, de Souza RP. Tracking the turnover of SARS-CoV-2 VOCs Gamma to Delta in a Brazilian state (Minas Gerais) with a high-vaccination status. Virus Evol 2022; 8:veac064. [PMID: 35996592 PMCID: PMC9384558 DOI: 10.1093/ve/veac064] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 06/24/2022] [Accepted: 07/26/2022] [Indexed: 11/24/2022] Open
Abstract
The emergence and global dissemination of Severe Acute Respiratory Syndrome virus 2 (SARS-CoV-2) variants of concern (VOCs) have been described as the main factor driving the Coronavirus Disease 2019 pandemic. In Brazil, the Gamma variant dominated the epidemiological scenario during the first period of 2021. Many Brazilian regions detected the Delta variant after its first description and documented its spread. To monitor the introduction and spread of VOC Delta, we performed Polymerase Chain Reaction (PCR) genotyping and genome sequencing in ten regional sentinel units from June to October 2021 in the State of Minas Gerais (MG). We documented the introduction and spread of Delta, comprising 70 per cent of the cases 8 weeks later. Comparing the viral loads of the Gamma and Delta dominance periods, we provide additional evidence that the latter is more transmissible. The spread and dominance of Delta did not culminate in the increase in cases and deaths, suggesting that the vaccination may have restrained the epidemic growth. Analysis of 224 novel Delta genomes revealed that Rio de Janeiro state was the primary source for disseminating this variant in the state of MG. We present the establishment of Delta, providing evidence of its enhanced transmissibility and showing that this variant shift did not aggravate the epidemiological scenario in a high immunity setting.
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Affiliation(s)
- Paula L C Fonseca
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Filipe R R Moreira
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, Exhibition Rd, South Kensington, London SW7 2BX, UK
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Av. Carlos Chagas Filho 373, Cidade Universitaria, Rio de Janeiro 21941-902, Rio de Janeiro, Brazil
| | - Rafael M de Souza
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Natália R Guimarães
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Nara O Carvalho
- Núcleo de Ações e Pesquisa em Apoio Diagnóstico-Nupad/Faculdade de Medicina/Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Av. Prof. Alfredo Balena 189, Centro, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Talita E R Adelino
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Hugo J Alves
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Luige B Alvim
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - Darlan S Candido
- Department of Zoology, University of Oxford, 11a Mansfield Rd, Oxford OX13SZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar 470, Jardim América, São Paulo 05403000, São Paulo, Brazil
| | - Helena P Coelho
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Alana V B Costa
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Walyson C Costa
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Alex F de Carvalho
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Bruna W F de Faria
- Secretaria Municipal de Saúde de Belo Horizonte, Av. Afonso Pena 2336, Funcionários, Belo Horizonte 30130-040, Minas Gerais, Brazil
| | - Aline B de Lima
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - Eneida S de Oliveira
- Secretaria Municipal de Saúde de Belo Horizonte, Av. Afonso Pena 2336, Funcionários, Belo Horizonte 30130-040, Minas Gerais, Brazil
| | - Carolina S A de Souza
- Pan American Health Organization—PAHO, Av. Das Nações SEN, Asa Norte, Brasilia 70312970, Brazil
| | - Fernanda G de Souza
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Rillery C Dias
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Victor E V Geddes
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Igor P Godinho
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Alessandro L Gonçalves
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Karine L Lourenço
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Rubens D M Magalhães
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Frederico S V Malta
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - Eva L A Medeiros
- Subsecretaria de Vigilância em Saúde, Secretaria de Estado de Saúde de Minas Gerais, Rodovia Papa João Paulo II 4143. Edifício Minas Gerais, Cidade Administrativa, Serra verde, Belo Horizonte 31630900, Minas Gerais, Brazil
| | - Fernanda S Mendes
- Núcleo de Ações e Pesquisa em Apoio Diagnóstico-Nupad/Faculdade de Medicina/Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Av. Prof. Alfredo Balena 189, Centro, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Pedro H B de P Mendes
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Cristiane P T B Mendonça
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - Andre L Menezes
- Secretaria Municipal de Saúde de Belo Horizonte, Av. Afonso Pena 2336, Funcionários, Belo Horizonte 30130-040, Minas Gerais, Brazil
| | - Diego Menezes
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Mariane T Menezes
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, Exhibition Rd, South Kensington, London SW7 2BX, UK
| | - Lucyene Miguita
- Departamento de Patologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Rennan G Moreira
- Centro de Laboratórios Multiusuários, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Renata B Peixoto
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Daniel C Queiroz
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
| | - Adriana A Ribeiro
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Ana Paula de B Ribeiro
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Juliana W Saliba
- Pan American Health Organization—PAHO, Av. Das Nações SEN, Asa Norte, Brasilia 70312970, Brazil
| | - Hugo I Sato
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Joice do P Silva
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - Natiely P Silva
- Núcleo de Ações e Pesquisa em Apoio Diagnóstico-Nupad/Faculdade de Medicina/Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Av. Prof. Alfredo Balena 189, Centro, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Nuno R Faria
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, Exhibition Rd, South Kensington, London SW7 2BX, UK
- Department of Zoology, University of Oxford, 11a Mansfield Rd, Oxford OX13SZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar 470, Jardim América, São Paulo 05403000, São Paulo, Brazil
| | - Santuza M R Teixeira
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Flávio G da Fonseca
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Ana Paula S M Fernandes
- Centro de Tecnologia de Vacinas, Universidade Federal de Minas Gerais, Rua Professor José Vieira de Mendonça 770, Engenho Nogueira, Belo Horizonte 31310260, Minas Gerais, Brazil
| | - Danielle A G Zauli
- Instituto Hermes Pardini, Av. das Nações 2448, Distrito Industrial, Vespasiano 33201003, Minas Gerais, Brazil
| | - José Nélio Januario
- Núcleo de Ações e Pesquisa em Apoio Diagnóstico-Nupad/Faculdade de Medicina/Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Av. Prof. Alfredo Balena 189, Centro, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Jaqueline S de Oliveira
- Subsecretaria de Vigilância em Saúde, Secretaria de Estado de Saúde de Minas Gerais, Rodovia Papa João Paulo II 4143. Edifício Minas Gerais, Cidade Administrativa, Serra verde, Belo Horizonte 31630900, Minas Gerais, Brazil
| | - Felipe C de M Iani
- Fundacao Ezequiel Dias, Rua Conde Pereira Carneiro 80, Gameleira, Belo Horizonte 30510-010, Minas Gerais, Brazil
| | - Renato S de Aguiar
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
- Instituto D’OR de Pesquisa e Ensino, Rio de Janeiro 22281100, Rio de Janeiro, Brazil
| | - Renan P de Souza
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte 31270901, Minas Gerais, Brazil
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Zhang Y, Garner R, Salehi S, Rocca ML, Duncan D. Molecular and antigen tests, and sample types for diagnosis of COVID-19: a review. Future Virol 2022. [PMID: 35783674 PMCID: PMC9248776 DOI: 10.2217/fvl-2021-0256] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 06/14/2022] [Indexed: 11/21/2022]
Abstract
Laboratory tests seeking to improve detection of COVID-19 have been widely developed by laboratories and commercial companies. This review provides an overview of molecular and antigen tests, presents the sensitivity and specificity for 329 assays that have received US FDA Emergency Use Authorization and evaluates six sample collection methods – nasal, nasopharyngeal, oropharyngeal swabs, saliva, blood and stool. Molecular testing is preferred for diagnosis of COVID-19, but negative results do not always rule out the presence of infection, especially when clinical suspicion is high. Sensitivity and specificity ranged from 88.1 to 100% and 88 to 100%, respectively. Antigen tests may be more easy to use and rapid. However, they have reported a wide range of detection sensitivities from 16.7 to 85%, which may potentially yield many false-negative results.
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Affiliation(s)
- Yujia Zhang
- Laboratory of Neuro Imaging, USC Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, University of Southern California, 2025 Zonal Ave., Los Angeles, CA 90033, USA
| | - Rachael Garner
- Laboratory of Neuro Imaging, USC Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, University of Southern California, 2025 Zonal Ave., Los Angeles, CA 90033, USA
| | - Sana Salehi
- Laboratory of Neuro Imaging, USC Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, University of Southern California, 2025 Zonal Ave., Los Angeles, CA 90033, USA
| | | | - Dominique Duncan
- Laboratory of Neuro Imaging, USC Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, University of Southern California, 2025 Zonal Ave., Los Angeles, CA 90033, USA
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