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Ghaemi S, Abdoli A, Karimi H, Saadatpour F, Arefian E. The impact of host microRNAs on the development of conserved mutations of SARS-CoV-2. Sci Rep 2024; 14:22091. [PMID: 39333651 PMCID: PMC11437047 DOI: 10.1038/s41598-024-70974-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 08/22/2024] [Indexed: 09/29/2024] Open
Abstract
SARS-CoV-2, the virus responsible for the COVID-19 pandemic, has undergone various genetic alterations due to evolutionary pressures exerted by host cells, including intracellular antiviral mechanisms such as targeting by human microRNAs (miRNAs). This study investigates the impact of miRNAs hsa-miR-3132 and hsa-miR-4650 on the viral genome. Sequence alignment revealed conserved mutations in the binding sites of these miRNAs in adapted strains compared to the original Wuhan-Hu-1 strain, leading to their deletion. Despite modest expression of these miRNAs in SARS-CoV-2 target tissues, their efficacy against mutant strains is reduced due to the loss of binding sites. Structural analysis indicates that the mutant genome is more stable than the Wuhan-Hu-1 genome. Luciferase and virus titration assays demonstrate that hsa-miR-3132 and hsa-miR-4650 effectively target the Nsp3 gene in the Wuhan-Hu-1 strain but not in mutant strains lacking their binding sites. These findings suggest that the observed mutations help the virus evade selective pressure from human miRNAs, contributing to its adaptation.
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Affiliation(s)
- Shokoofeh Ghaemi
- Department of Microbiology, School of Biology, College of Science, University of Tehran, Tehran, Iran
| | - Asghar Abdoli
- Department of Hepatitis and AIDS, Pasteur Institute of Iran, Tehran, Iran
- Amirabad Virology Laboratory, Vaccine Unit, Tehran, 1413693341, Iran
| | - Hesam Karimi
- Department of Virology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Fatemeh Saadatpour
- Department of Microbiology, School of Biology, College of Science, University of Tehran, Tehran, Iran
| | - Ehsan Arefian
- Department of Microbiology, School of Biology, College of Science, University of Tehran, Tehran, Iran.
- Stem Cells Technology and Tissue Regeneration Department, School of Biology, College of Science, University of Tehran, Tehran, Iran.
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2
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Acar DD, Witkowski W, Wejda M, Wei R, Desmet T, Schepens B, De Cae S, Sedeyn K, Eeckhaut H, Fijalkowska D, Roose K, Vanmarcke S, Poupon A, Jochmans D, Zhang X, Abdelnabi R, Foo CS, Weynand B, Reiter D, Callewaert N, Remaut H, Neyts J, Saelens X, Gerlo S, Vandekerckhove L. Integrating artificial intelligence-based epitope prediction in a SARS-CoV-2 antibody discovery pipeline: caution is warranted. EBioMedicine 2024; 100:104960. [PMID: 38232633 PMCID: PMC10803917 DOI: 10.1016/j.ebiom.2023.104960] [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: 05/01/2023] [Revised: 12/22/2023] [Accepted: 12/22/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND SARS-CoV-2-neutralizing antibodies (nABs) showed great promise in the early phases of the COVID-19 pandemic. The emergence of resistant strains, however, quickly rendered the majority of clinically approved nABs ineffective. This underscored the imperative to develop nAB cocktails targeting non-overlapping epitopes. METHODS Undertaking a nAB discovery program, we employed a classical workflow, while integrating artificial intelligence (AI)-based prediction to select non-competing nABs very early in the pipeline. We identified and in vivo validated (in female Syrian hamsters) two highly potent nABs. FINDINGS Despite the promising results, in depth cryo-EM structural analysis demonstrated that the AI-based prediction employed with the intention to ensure non-overlapping epitopes was inaccurate. The two nABs in fact bound to the same receptor-binding epitope in a remarkably similar manner. INTERPRETATION Our findings indicate that, even in the Alphafold era, AI-based predictions of paratope-epitope interactions are rough and experimental validation of epitopes remains an essential cornerstone of a successful nAB lead selection. FUNDING Full list of funders is provided at the end of the manuscript.
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Affiliation(s)
- Delphine Diana Acar
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium
| | - Wojciech Witkowski
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium
| | - Magdalena Wejda
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium
| | - Ruifang Wei
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium
| | - Tim Desmet
- Department of Basic and Applied Medical Sciences, Ghent University, Ghent 9000, Belgium
| | - Bert Schepens
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Sieglinde De Cae
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Koen Sedeyn
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Hannah Eeckhaut
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Daria Fijalkowska
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Kenny Roose
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Sandrine Vanmarcke
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | | | - Dirk Jochmans
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium
| | - Xin Zhang
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium
| | - Rana Abdelnabi
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium
| | - Caroline S Foo
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium
| | - Birgit Weynand
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven 3000, Belgium
| | - Dirk Reiter
- Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels 1050, Belgium
| | - Nico Callewaert
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Han Remaut
- Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels 1050, Belgium; VIB-VUB Center for Structural Biology, VIB, Brussels 1050, Belgium
| | - Johan Neyts
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium
| | - Xavier Saelens
- VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium
| | - Sarah Gerlo
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent 9000, Belgium
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium.
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3
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Garcia I, Lee Y, Brynildsrud O, Eldholm V, Magnus P, Blomfeldt A, Leegaard TM, Müller F, Dudman S, Caugant DA. Tracing the adaptive evolution of SARS-CoV-2 during vaccine roll-out in Norway. Virus Evol 2024; 10:vead081. [PMID: 38205440 PMCID: PMC10776306 DOI: 10.1093/ve/vead081] [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: 07/03/2023] [Revised: 12/06/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Vaccination against SARS-CoV-2 has greatly mitigated the impact of the COVID-19 pandemic. However, concerns have been raised about the degree to which vaccination might drive the emergence and selection of immune escape mutations that will hamper the efficacy of the vaccines. In this study, we investigate whether vaccination impacted the micro-scale adaptive evolution of SARS-CoV-2 in the Oslo region of Norway, during the first nine months of 2021, a period in which the population went from near-zero to almost 90 per cent vaccine coverage in the population over 50 years old. Weekly aggregated data stratified by age on vaccine uptake and number of SARS-CoV-2 cases in the area were obtained from the National Immunization Registry and the Norwegian Surveillance System for Communicable Diseases, respectively. A total of 6,438 virus sequences (7.5 per cent of the registered cases) along with metadata were available. We used a causal-driven approach to investigate the relationship between vaccination progress and changes in the frequency of 362 mutations present in at least ten samples, conditioned on the emergence of new lineages, time, and population vaccination coverage. After validating our approach, we identified 21 positive and 12 negative connections between vaccination progress and mutation prevalence, and most of them were outside the Spike protein. We observed a tendency for the mutations that we identified as positively connected with vaccination to decrease as the vaccinated population increased. After modelling the fitness of different competing mutations in a population, we found that our observations could be explained by a clonal interference phenomenon in which high fitness mutations would be outcompeted by the emergence or introduction of other high-fitness mutations.
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Affiliation(s)
| | - Yunsung Lee
- Centre for Fertility and Health, Norwegian Institute of Public Health, 0213 Oslo, Norway
| | - Ola Brynildsrud
- Division for Infection Control, Norwegian Institute of Public Health, 0213 Oslo, Norway
| | - Vegard Eldholm
- Division for Infection Control, Norwegian Institute of Public Health, 0213 Oslo, Norway
| | - Per Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, 0213 Oslo, Norway
| | - Anita Blomfeldt
- Department of Microbiology and Infection Control, Akershus University Hospital, 1478 Lørenskog, Norway
| | - Truls M Leegaard
- Department of Microbiology and Infection Control, Akershus University Hospital, 1478 Lørenskog, Norway
- Institute of Clinical Medicine, University of Oslo, 0316 Oslo, Norway
| | - Fredrik Müller
- Institute of Clinical Medicine, University of Oslo, 0316 Oslo, Norway
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Susanne Dudman
- Institute of Clinical Medicine, University of Oslo, 0316 Oslo, Norway
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Dominique A Caugant
- Division for Infection Control, Norwegian Institute of Public Health, 0213 Oslo, Norway
- Department of Community Medicine and Global Health, Faculty of Medicine, University of Oslo, Blindern, 0316 Oslo, Norway
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4
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y Castro TR, Piccoli BC, Vieira AA, Casarin BC, Tessele LF, Salvato RS, Gregianini TS, Martins LG, Resende PC, Pereira EC, Moreira FRR, de Jesus JG, Seerig AP, Lobato MAO, de Campos MMA, Goularte JS, da Silva MS, Demoliner M, Filippi M, Pereira VMAG, Schwarzbold AV, Spilki FR, Trindade PA. Introduction, Dispersal, and Predominance of SARS-CoV-2 Delta Variant in Rio Grande do Sul, Brazil: A Retrospective Analysis. Microorganisms 2023; 11:2938. [PMID: 38138081 PMCID: PMC10745878 DOI: 10.3390/microorganisms11122938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/14/2023] [Accepted: 11/24/2023] [Indexed: 12/24/2023] Open
Abstract
Mutations in the SARS-CoV-2 genome can alter the virus' fitness, leading to the emergence of variants of concern (VOC). In Brazil, the Gamma variant dominated the pandemic in the first half of 2021, and from June onwards, the first cases of Delta infection were documented. Here, we investigate the introduction and dispersal of the Delta variant in the RS state by sequencing 1077 SARS-CoV-2-positive samples from June to October 2021. Of these samples, 34.7% were identified as Gamma and 65.3% as Delta. Notably, 99.2% of Delta sequences were clustered within the 21J lineage, forming a significant Brazilian clade. The estimated clock rate was 5.97 × 10-4 substitutions per site per year. The Delta variant was first reported on 17 June in the Vinhedos Basalto microregion and rapidly spread, accounting for over 70% of cases within nine weeks. Despite this, the number of cases and deaths remained stable, possibly due to vaccination, prior infections, and the continued mandatory mask use. In conclusion, our study provides insights into the Delta variant circulating in the RS state, highlighting the importance of genomic surveillance for monitoring viral evolution, even when the impact of new variants may be less severe in a given region.
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Affiliation(s)
- Thaís Regina y Castro
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Bruna C. Piccoli
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Andressa A. Vieira
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Bruna C. Casarin
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Luíza F. Tessele
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Richard S. Salvato
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul (CEVS/SES-RS), Porto Alegre 90610-000, Brazil
| | - Tatiana S. Gregianini
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul (CEVS/SES-RS), Porto Alegre 90610-000, Brazil
| | - Leticia G. Martins
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul (CEVS/SES-RS), Porto Alegre 90610-000, Brazil
| | - Paola Cristina Resende
- Laboratório de Vírus Respiratórios e Sarampo, Instituto Oswaldo Cruz Institute, Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro 21040-360, Brazil
| | - Elisa C. Pereira
- Laboratório de Vírus Respiratórios e Sarampo, Instituto Oswaldo Cruz Institute, Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro 21040-360, Brazil
| | - Filipe R. R. Moreira
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-853, Brazil
| | - Jaqueline G. de Jesus
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05508-220, Brazil
| | - Ana Paula Seerig
- Vigilância em Saúde, Secretaria Municipal da Saúde de Santa Maria, Santa Maria 97060-001, Brazil
| | - Marcos Antonio O. Lobato
- Departamento de Saúde Coletiva, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Marli M. A. de Campos
- Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Juliana S. Goularte
- Laboratório de Microbiologia Molecular, Universidade FEEVALE, Novo Hamburgo 93510-235, Brazil
| | - Mariana S. da Silva
- Laboratório de Microbiologia Molecular, Universidade FEEVALE, Novo Hamburgo 93510-235, Brazil
| | - Meriane Demoliner
- Laboratório de Microbiologia Molecular, Universidade FEEVALE, Novo Hamburgo 93510-235, Brazil
| | - Micheli Filippi
- Laboratório de Microbiologia Molecular, Universidade FEEVALE, Novo Hamburgo 93510-235, Brazil
| | | | - Alexandre V. Schwarzbold
- Departamento de Clínica Médica, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
| | - Fernando R. Spilki
- Laboratório de Microbiologia Molecular, Universidade FEEVALE, Novo Hamburgo 93510-235, Brazil
| | - Priscila A. Trindade
- Laboratório de Biologia Molecular e Bioinformática Aplicadas a Microbiologia Clínica, Departamento de Análises Clínicas e Toxicológicas, Universidade Federal de Santa Maria, Santa Maria 97105-900, Brazil
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Ndiaye AJS, Beye M, Lo G, Kacel I, Sow A, Leye N, Padane A, Mboup A, Diop-Ndiaye H, Sokhna C, Kane CT, Colson P, Fenollar F, Mboup S, Fournier PE. Genomic Epidemiology of SARS-CoV-2 in Urban Settings in Senegal. Viruses 2023; 15:1233. [PMID: 37376533 DOI: 10.3390/v15061233] [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: 04/13/2023] [Revised: 05/19/2023] [Accepted: 05/21/2023] [Indexed: 06/29/2023] Open
Abstract
We used whole genome sequencing to identify and analyze mutations in SARS-CoV-2 in urban settings during the deadliest wave of the COVID-19 epidemic-from March to April 2021-in Senegal. Nasopharyngeal samples testing positive for SARS-CoV-2 were sequenced on the Illumina NovaSeq 6000 sequencing system using the COVIDSeq protocol. A total of 291 genotypable consensus genome sequences were obtained. Phylogenetic analyses grouped the genomes into 16 distinct PANGOLIN lineages. The major lineage was B.1.1.420, despite circulation of the Alpha variant of concern (VOC). A total of 1125 different SNPs, identified relative to the Wuhan reference genome, were detected. These included 13 SNPs in non-coding regions. An average density of 37.2 SNPs per 1000 nucleotides was found, with the highest density occurring in ORF10. This analysis allowed, for the first time, the detection of a Senegalese SARS-CoV-2 strain belonging to the P.1.14 (GR/20J, Gamma V3) sublineage of the Brazilian P.1 lineage (or Gamma VOC). Overall, our results highlight substantial SARS-CoV-2 diversification in Senegal during the study period.
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Affiliation(s)
- Anna Julienne Selbé Ndiaye
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
| | - Mamadou Beye
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
| | - Gora Lo
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Idir Kacel
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
| | - Aissatou Sow
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Nafissatou Leye
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Abdou Padane
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Aminata Mboup
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Halimatou Diop-Ndiaye
- Laboratoire Bactériologie-Virologie, Hôpital Aristide Le Dantec, Dakar 3001, Senegal
| | - Cheikh Sokhna
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
- VITROME, Campus International IRD-UCAD de l'IRD, Dakar 1386, Senegal
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13005 Marseille, France
| | - Coumba Touré Kane
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Philippe Colson
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
- IRD, AP-HM, MEPHI, Aix Marseille University, 13005 Marseille, France
| | - Florence Fenollar
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13005 Marseille, France
| | - Souleymane Mboup
- Institut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar 7325, Senegal
| | - Pierre-Edouard Fournier
- IHU-Méditerranée Infection, 19-21 boulevard Jean Moulin, 13005 Marseille, France
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13005 Marseille, France
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Lee AR, Woo JS, Lee SY, Lee YS, Jung J, Lee CR, Park SH, Cho ML. SARS-CoV-2 spike protein promotes inflammatory cytokine activation and aggravates rheumatoid arthritis. Cell Commun Signal 2023; 21:44. [PMID: 36864432 PMCID: PMC9978284 DOI: 10.1186/s12964-023-01044-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/08/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) induces inflammation, autoantibody production, and thrombosis, which are common symptoms of autoimmune diseases, including rheumatoid arthritis (RA). However, the effect of COVID-19 on autoimmune disease is not yet fully understood. METHODS This study was performed to investigate the effects of COVID-19 on the development and progression of RA using a collagen-induced arthritis (CIA) animal model. Human fibroblast-like synoviocytes (FLS) were transduced with lentivirus carrying the SARS-CoV-2 spike protein gene in vitro, and the levels of inflammatory cytokine and chemokine expression were measured. For in vivo experiments, CIA mice were injected with the gene encoding SARS-CoV-2 spike protein, and disease severity, levels of autoantibodies, thrombotic factors, and inflammatory cytokine and chemokine expression were assessed. In the in vitro experiments, the levels of inflammatory cytokine and chemokine expression were significantly increased by overexpression of SARS-CoV-2 spike protein in human FLS. RESULTS The incidence and severity of RA in CIA mice were slightly increased by SARS-CoV-2 spike protein in vivo. In addition, the levels of autoantibodies and thrombotic factors, such as anti-CXC chemokine ligand 4 (CXCL4, also called PF4) antibodies and anti-phospholipid antibodies were significantly increased by SARS-CoV-2 spike protein. Furthermore, tissue destruction and inflammatory cytokine level in joint tissue were markedly increased in CIA mice by SARS-CoV-2 spike protein. CONCLUSIONS The results of the present study suggested that COVID-19 accelerates the development and progression of RA by increasing inflammation, autoantibody production, and thrombosis. Video Abstract.
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Affiliation(s)
- A Ram Lee
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea.,Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea
| | - Jin Seok Woo
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea
| | - Seon-Yeong Lee
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea
| | - Yeon Su Lee
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea.,Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea
| | - Jooyeon Jung
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea
| | - Chae Rim Lee
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea.,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea.,Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea
| | - Sung-Hwan Park
- Division of Rheumatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea.
| | - Mi-La Cho
- Rheumatism Research Center, College of Medicine, Catholic Research Institute of Medical Science, The Catholic University of Korea, Seoul, 06591, Republic of Korea. .,Laboratory of Translational ImmunoMedicine, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, 06591, Korea. .,Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea. .,Department of Medical Life Sciences, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea.
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7
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Bhattacharya M, Chatterjee S, Sharma AR, Lee SS, Chakraborty C. Delta variant (B.1.617.2) of SARS-CoV-2: current understanding of infection, transmission, immune escape, and mutational landscape. Folia Microbiol (Praha) 2023; 68:17-28. [PMID: 35962276 PMCID: PMC9374302 DOI: 10.1007/s12223-022-01001-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 08/07/2022] [Indexed: 12/01/2022]
Abstract
The Delta variant is one of the alarming variants of the SARS-CoV-2 virus that have been immensely detrimental and a significant cause of the prolonged pandemic (B.1.617.2). During the SARS-CoV-2 pandemic from December 2020 to October 2021, the Delta variant showed global dominance, and afterwards, the Omicron variant showed global dominance. Delta shows high infectivity rate which accounted for nearly 70% of the cases after December 2020. This review discusses the additional attributes that make the Delta variant so infectious and transmissible. The study also focuses on the significant mutations, namely the L452R and T478K present on the receptor-binding domain of spike (S)-glycoprotein, which confers specific alterations to the Delta variant. Considerably, we have also highlighted other notable factors such as the immune escape, infectivity and re-infectivity, vaccine escape, Ro number, S-glycoprotein stability, cleavage pattern, and its binding affinity with the host cell receptor protein. We have also emphasized clinical manifestations, symptomatology, morbidity, and mortality for the Delta variant compared with other significant SARS-CoV-2 variants. This review will help the researchers to get an elucidative view of the Delta variant to adopt some practical strategies to minimize the escalating spread of the SARS-CoV-2 Delta variant.
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Affiliation(s)
- Manojit Bhattacharya
- Department of Zoology, Fakir Mohan University, Vyasa Vihar, Balasore-756020, Odisha, India
| | - Srijan Chatterjee
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Kolkata, West Bengal, 700126, India
| | - Ashish Ranjan Sharma
- Institute for Skeletal Aging & Orthopaedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon-si, 24252, Gangwon-do, Republic of Korea
| | - Sang-Soo Lee
- Institute for Skeletal Aging & Orthopaedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon-si, 24252, Gangwon-do, Republic of Korea
| | - Chiranjib Chakraborty
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Kolkata, West Bengal, 700126, India.
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8
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Acuña-Castillo C, Maisey K, Vidal M, Barrera-Avalos C, Inostroza-Molina A, Luraschi R, Vallejos-Vidal E, Valdés D, Imarai M, Reyes-López FE, Sandino AM. Genomic Evidence Suggests Viral Persistence of SARS-CoV-2 for 386 Days in Health Worker: A Case Report from Santiago of Chile. Infect Dis Rep 2022; 14:971-978. [PMID: 36547242 PMCID: PMC9778366 DOI: 10.3390/idr14060096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/04/2022] [Accepted: 11/07/2022] [Indexed: 12/03/2022] Open
Abstract
The COVID-19 pandemic continues to affect several countries. One of the best ways to control its spread is the timely identification of infected patients for isolation and quarantine. While an episode of infection lasts an average of 8-10 days from the onset of symptoms, there is literature describing long-lasting viral persistence events. Here, we report a case of persistence of SARS-CoV-2 for 386 days in a health worker from Santiago de Chile. Our study could be one of the longest reported viral persistence events. RNA sequencing analyses indicated that the first positive diagnosis (8 June 2020) corresponded to a SARS-CoV-2 variant belonging to Clade Nextstrain 20A. Three hundred eighty-six days later (23 September 2021), the second positive result reached the same viral variant (Clade 20A) but without presence or circulation in Chile since May 2021. Both sequencing coverages showed an identity of 99.21%, with some mutations related to the severity of the disease (ORF1b:P314L) and more infectivity (S:D614G). This work reinforces the idea of implementing an RT-qPCR or rapid antigen test once the quarantine is fulfilled to ensure viral absence, identify potential persistence, and, consequently, minimize the risk of local outbreaks of SARS-CoV-2 infection.
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Affiliation(s)
- Claudio Acuña-Castillo
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Departamento de Biolgía, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Kevin Maisey
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Mabel Vidal
- Department of Computer Science, University of Concepcion, Concepción 4070409, Chile
| | - Carlos Barrera-Avalos
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Ailen Inostroza-Molina
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Roberto Luraschi
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Eva Vallejos-Vidal
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Centro de Nanociencia y Nanotecnología CEDENNA, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Núcleo de Investigación Aplicada en Ciencias Veterinarias y Agronómicas, Facultad de Medicina Veterinaria y Agronomía, Universidad de Las Américas, Santiago 7500975, Chile
| | - Daniel Valdés
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Departamento de Biolgía, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Mónica Imarai
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Departamento de Biolgía, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Felipe E. Reyes-López
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Correspondence: (F.E.R.-L.); (A.M.S.)
| | - Ana María Sandino
- Centro de Biotecnología Acuícola, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Departamento de Biolgía, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago 9160000, Chile
- Correspondence: (F.E.R.-L.); (A.M.S.)
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9
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Khamadi SA, Opanda S, Symekher SL, Limbaso SK, Langat S, Cirindi JK, Mwangi M, Mwikwabe N, Okeyo S, Koskei E, Mutisya J, Owaka S, Nyunja A, Koka H, Wadegu M, Chitechi E, Achilla R, Majanja JM, Kanyara L, Amukoye E, Bulimo W. Whole-genome sequence analysis reveals the circulation of multiple SARS-CoV-2 variants of concern in Nairobi and neighboring counties, Kenya between March and July 2021. Virol J 2022; 19:178. [PMID: 36348341 PMCID: PMC9640859 DOI: 10.1186/s12985-022-01895-y] [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: 10/27/2021] [Accepted: 10/05/2022] [Indexed: 11/10/2022] Open
Abstract
The emergence and rapid spread of SARS-CoV-2 variants of concern (VOC) have been linked to new waves of COVID-19 epidemics occurring in different regions of the world. The VOC have acquired adaptive mutations that have enhanced virus transmissibility, increased virulence, and reduced response to neutralizing antibodies. Kenya has experienced six waves of COVID-19 epidemics. In this study, we analyzed 64 genome sequences of SARS-CoV-2 strains that circulated in Nairobi and neighboring counties, Kenya between March 2021 and July 2021. Viral RNA was extracted from RT-PCR confirmed COVID-19 cases, followed by sequencing using the ARTIC network protocol and Oxford Nanopore Technologies. Analysis of the sequence data was performed using different bioinformatics methods. Our analyses revealed that during the study period, three SARS-CoV-2 variants of concern (VOC) circulated in Nairobi and nearby counties in Kenya. The Alpha (B.1.1.7) lineage predominated (62.7%), followed by Delta (B.1.617.2, 35.8%) and Beta (B.1.351, 1.5%). Notably, the Alpha (B.1.1.7) VOC were most frequent from March 2021 to May 2021, while the Delta (B.1.617.2) dominated beginning June 2021 through July 2021. Sequence comparisons revealed that all the Kenyan viruses were genetically similar to those that circulated in other regions. Although the majority of Kenyan viruses clustered together in their respective phylogenetic lineages/clades, a significant number were interspersed among foreign strains. Between March and July 2021, our study's findings indicate the prevalence of multiple lineages of SAR-CoV-2 VOC in Nairobi and nearby counties in Kenya. The data suggest that the recent increase in SARS-CoV-2 infection, particularly in Nairobi and Kenya as a whole, is attributable to the introduction and community transmission of SARS-CoV-2 VOC among the populace. In conclusion, the findings provide a snapshot of the SARS-CoV-2 variants that circulated in Kenya during the study period.
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Affiliation(s)
- Samoel Ashimosi Khamadi
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Silvanos Opanda
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Samwel Lifumo Symekher
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Samson Konongoi Limbaso
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Solomon Langat
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Josyline Kaburi Cirindi
- Centre for Biotechnology Research and Development, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Milkah Mwangi
- Centre for Biotechnology Research and Development, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Nicholas Mwikwabe
- Centre for Traditional Medicine and Drug Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Seth Okeyo
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Edith Koskei
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - James Mutisya
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Samwel Owaka
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Albert Nyunja
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Hellen Koka
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Meshack Wadegu
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Esther Chitechi
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Rachel Achilla
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Janet Masitsa Majanja
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Lucy Kanyara
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya
| | - Evans Amukoye
- Centre for Respiratory Diseases Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Wallace Bulimo
- Centre for Virus Research, Kenya Medical Research Institute (KEMRI), P.O. Box 54628-00200, Nairobi, Kenya.
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10
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Kumar S, Dutta D, Ravichandiran V, Sukla S. Monoclonal antibodies: a remedial approach to prevent SARS-CoV-2 infection. 3 Biotech 2022; 12:227. [PMID: 35982759 PMCID: PMC9383686 DOI: 10.1007/s13205-022-03281-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 07/26/2022] [Indexed: 11/07/2022] Open
Abstract
SARS-CoV-2, the newly emerged virus of the Coronaviridae family is causing havoc worldwide. The novel coronavirus 2019 was first reported in Wuhan, China marked as the third highly infectious pathogenic virus of the twenty-first century. The typical manifestations of COVID-19 include cough, sore throat, fever, fatigue, loss of sense of taste and difficulties in breathing. Large numbers of SARS-CoV-2 infected patients have mild to moderate symptoms, however severe and life-threatening cases occur in about 5-10% of infections with an approximately 2% mortality rate. For the treatment of SARS-CoV-2, the use of neutralizing monoclonal antibodies (mAbs) could be one approach. The receptor binding domain (RBD) and N-terminal domain (NTD) situated on the peak of the spike protein (S-Protein) of SARS-CoV-2 are immunogenic in nature, therefore, can be targeted by neutralizing monoclonal antibodies. Several bioinformatics approaches highlight the identification of novel SARS-CoV-2 epitopes which can be targeted for the development of COVID-19 therapeutics. Here we present a summary of neutralizing mAbs isolated from COVID-19 infected patients which are anticipated to be a better therapeutic alternative against SARS-CoV-2. However, provided the vast escalation of the disease worldwide affecting people from all strata, affording expensive mAb therapy will not be feasible. Hence other strategies are also being employed to find suitable vaccine candidates and antivirals against SARS-CoV-2 that can be made easily available to the population.
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Affiliation(s)
- Sonu Kumar
- Department of Pharmacology and Toxicology, National Institute of Pharmaceuticals Education and Research, 168, Maniktala Main Road, Kolkata, 700054 West Bengal India
| | - Debrupa Dutta
- Department of Pharmacology and Toxicology, National Institute of Pharmaceuticals Education and Research, 168, Maniktala Main Road, Kolkata, 700054 West Bengal India
| | - Velayutham Ravichandiran
- Department of Natural Products, National Institute of Pharmaceuticals Education and Research, 168, Maniktala Main Road, Kolkata, 700054 West Bengal India
| | - Soumi Sukla
- Department of Pharmacology and Toxicology, National Institute of Pharmaceuticals Education and Research, 168, Maniktala Main Road, Kolkata, 700054 West Bengal India
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11
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Genome Similarities between Human-Derived and Mink-Derived SARS-CoV-2 Make Mink a Potential Reservoir of the Virus. Vaccines (Basel) 2022; 10:vaccines10081352. [PMID: 36016239 PMCID: PMC9415835 DOI: 10.3390/vaccines10081352] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/13/2022] [Accepted: 08/15/2022] [Indexed: 01/14/2023] Open
Abstract
SARS-CoV-2 has RNA as the genome, which makes the virus more prone to mutations. Occasionally, mutations help a virus to cross the species barrier. SARS-CoV-2 infections in humans and minks (Neovison vison) are examples of zoonotic spillover. Many studies on the mutational analysis of human-derived SARS-CoV-2 have been published, but insight into the mink-derived SARS-CoV-2 genome of mutations is still required. Here, we performed a mutation analysis of the mink-derived SARS-CoV-2 genome sequences. We analyzed all available full-length mink-derived SARS-CoV-2 genome sequences on GISAID (214 genome sequences from the Netherlands and 133 genome sequences from Denmark). We found a striking resemblance between human-derived and mink-derived SARS-CoV-2. Our study showed that mutation patterns in the SARS-CoV-2 genome samples from the Netherlands and Denmark were different. Out of the 201 mutations we found, only 13 mutations were shared by the Netherlands' and Denmark's mink-derived samples. We found that six mutations were prevalent in the mink-derived SARS-CoV-2 genomes, and these six mutations are also known to be prevalent in human-derived SARS-CoV-2 variants. Our study reveals that the G27948T mutation in SARS-CoV-2 leads to truncation of ORF8, which was also reported in human-derived SARS-CoV-2, thus indicating that the virus can replicate without the full-length ORF8. These resemblances between mink-derived and human-derived SARS-CoV-2 enable the virus to cross the species barrier and suggest mink a potential reservoir for the virus.
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12
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Novoa B, Ríos-Castro R, Otero-Muras I, Gouveia S, Cabo A, Saco A, Rey-Campos M, Pájaro M, Fajar N, Aranguren R, Romero A, Panebianco A, Valdés L, Payo P, Alonso AA, Figueras A, Cameselle C. Wastewater and marine bioindicators surveillance to anticipate COVID-19 prevalence and to explore SARS-CoV-2 diversity by next generation sequencing: One-year study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 833:155140. [PMID: 35421481 PMCID: PMC8996449 DOI: 10.1016/j.scitotenv.2022.155140] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 04/05/2022] [Accepted: 04/05/2022] [Indexed: 05/13/2023]
Abstract
This study presents the results of SARS-CoV-2 surveillance in sewage water of 11 municipalities and marine bioindicators in Galicia (NW of Spain) from May 2020 to May 2021. An integrated pipeline was developed including sampling, pre-treatment and biomarker quantification, RNA detection, SARS-CoV-2 sequencing, mechanistic mathematical modeling and forecasting. The viral load in the inlet stream to the wastewater treatment plants (WWTP) was used to detect new outbreaks of COVID-19, and the data of viral load in the wastewater in combination with data provided by the health system was used to predict the evolution of the pandemic in the municipalities under study within a time horizon of 7 days. Moreover, the study shows that the viral load was eliminated from the treated sewage water in the WWTP, mainly in the biological reactors and the disinfection system. As a result, we detected a minor impact of the virus in the marine environment through the analysis of seawater, marine sediments and, wild and aquacultured mussels in the final discharge point of the WWTP.
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Affiliation(s)
- Beatriz Novoa
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Raquel Ríos-Castro
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Irene Otero-Muras
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain; Institute for Integrative Systems Biology I2SYSBIO (UV, CSIC), Spanish National Research Council, 46980 València, Spain
| | - Susana Gouveia
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain; University of Vigo, BiotecnIA Group, Department of Chemical Engineering, 36310 Vigo, Spain
| | - Adrián Cabo
- University of Vigo, BiotecnIA Group, Department of Chemical Engineering, 36310 Vigo, Spain; GESECO Aguas S.A. Vigo, Spain
| | - Amaro Saco
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Magalí Rey-Campos
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Manuel Pájaro
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain; CITIC Research Center, Department of Applied Mathematics, University of A Coruña, 15071 A Coruña, Spain
| | - Noelia Fajar
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Raquel Aranguren
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Alejandro Romero
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Antonella Panebianco
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Lorena Valdés
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | | | - Antonio A Alonso
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Antonio Figueras
- Marine Research Institute IIM-CSIC, Spanish National Research Council, 36208 Vigo, Spain
| | - Claudio Cameselle
- University of Vigo, BiotecnIA Group, Department of Chemical Engineering, 36310 Vigo, Spain.
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13
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Fels JM, Khan S, Forster R, Skalina KA, Sirichand S, Fox AS, Bergman A, Mitchell WB, Wolgast LR, Szymczak WA, Bortz RH, Dieterle ME, Florez C, Haslwanter D, Jangra RK, Laudermilch E, Wirchnianski AS, Barnhill J, Goldman DL, Khine H, Goldstein DY, Daily JP, Chandran K, Kelly L. Genomic surveillance of SARS-CoV-2 during the first year of the pandemic in the Bronx enabled clinical and epidemiological inference. Cold Spring Harb Mol Case Stud 2022; 8:mcs.a006211. [PMID: 35831070 PMCID: PMC9528964 DOI: 10.1101/mcs.a006211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 06/24/2022] [Indexed: 11/24/2022] Open
Abstract
The Bronx was an early epicenter of the COVID-19 pandemic in the USA. We conducted temporal genomic surveillance of 104 SARS-CoV-2 genomes across the Bronx from March October 2020. Although the local structure of SARS-CoV-2 lineages mirrored those of New York City and New York State, temporal sampling revealed a dynamic and changing landscape of SARS-CoV-2 genomic diversity. Mapping the trajectories of mutations, we found that while some became 'endemic' to the Bronx, other, novel mutations rose in prevalence in the late summer/early fall. Geographically resolved genomes enabled us to distinguish between cases of reinfection and persistent infection in two pediatric patients. We propose that limited, targeted, temporal genomic surveillance has clinical and epidemiological utility in managing the ongoing COVID pandemic.
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Affiliation(s)
| | | | | | - Karin A Skalina
- Montefiore Medical Center/Albert Einstein College of Medicine
| | | | - Amy S Fox
- Montefiore Medical Center/Albert Einstein College of Medicine
| | | | | | - Lucia R Wolgast
- Montefiore Medical Center/Albert Einstein College of Medicine
| | | | | | | | - Catalina Florez
- Albert Einstein College of Medicine and United States Military Academy at West Point
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14
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Hoteit R, Yassine HM. Biological Properties of SARS-CoV-2 Variants: Epidemiological Impact and Clinical Consequences. Vaccines (Basel) 2022; 10:919. [PMID: 35746526 PMCID: PMC9230982 DOI: 10.3390/vaccines10060919] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/18/2022] [Accepted: 05/21/2022] [Indexed: 02/06/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a virus that belongs to the coronavirus family and is the cause of coronavirus disease 2019 (COVID-19). As of May 2022, it had caused more than 500 million infections and more than 6 million deaths worldwide. Several vaccines have been produced and tested over the last two years. The SARS-CoV-2 virus, on the other hand, has mutated over time, resulting in genetic variation in the population of circulating variants during the COVID-19 pandemic. It has also shown immune-evading characteristics, suggesting that vaccinations against these variants could be potentially ineffective. The purpose of this review article is to investigate the key variants of concern (VOCs) and mutations of the virus driving the current pandemic, as well as to explore the transmission rates of SARS-CoV-2 VOCs in relation to epidemiological factors and to compare the virus's transmission rate to that of prior coronaviruses. We examined and provided key information on SARS-CoV-2 VOCs in this study, including their transmissibility, infectivity rate, disease severity, affinity for angiotensin-converting enzyme 2 (ACE2) receptors, viral load, reproduction number, vaccination effectiveness, and vaccine breakthrough.
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Affiliation(s)
- Reem Hoteit
- Clinical Research Institute, Faculty of Medicine, American University of Beirut, Beirut 110236, Lebanon;
| | - Hadi M. Yassine
- Biomedical Research Center and College of Health Sciences-QU Health, Qatar University, Doha 2713, Qatar
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15
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Menasria T, Aguilera M. Genomic Diversity of SARS-CoV-2 in Algeria and North African Countries: What We Know So Far and What We Expect? Microorganisms 2022; 10:microorganisms10020467. [PMID: 35208920 PMCID: PMC8877871 DOI: 10.3390/microorganisms10020467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 11/26/2022] Open
Abstract
Here, we report a first comprehensive genomic analysis of SARS-CoV-2 variants circulating in North African countries, including Algeria, Egypt, Libya, Morocco, Sudan and Tunisia, with respect to genomic clades and mutational patterns. As of December 2021, a total of 1669 high-coverage whole-genome sequences submitted to EpiCoV GISAID database were analyzed to infer clades and mutation annotation compared with the wild-type variant Wuhan-Hu-1. Phylogenetic analysis of SARS-CoV-2 genomes revealed the existence of eleven GISAID clades with GR (variant of the spike protein S-D614G and nucleocapsid protein N-G204R), GH (variant of the ORF3a coding protein ORF3a-Q57H) and GK (variant S-T478K) being the most common with 25.9%, 19.9%, and 19.6%, respectively, followed by their parent clade G (variant S-D614G) (10.3%). Lower prevalence was noted for GRY (variant S-N501Y) (5.1%), S (variant ORF8-L84S) (3.1%) and GV (variant of the ORF3a coding protein NS3-G251V) (2.0%). Interestingly, 1.5% of total genomes were assigned as GRA (Omicron), the newly emerged clade. Across the North African countries, 108 SARS-CoV-2 lineages using the Pangolin assignment were identified, whereby most genomes fell within six major lineages and variants of concern (VOC) including B.1, the Delta variants (AY.X, B.1.617.2), C.36, B.1.1.7 and B.1.1. The effect of mutations in SAR-CoV-2 genomes highlighted similar profiles with D614G spike (S) and ORF1b-P314L variants as the most changes found in 95.3% and 87.9% of total sequences, respectively. In addition, mutations affecting other viral proteins appeared frequently including; N:RG203KR, N:G212V, NSP3:T428I, ORF3a:Q57H, S:N501Y, M:I82T and E:V5F. These findings highlight the importance of genomic surveillance for understanding the SARS-CoV-2 genetic diversity and its spread patterns, leading to a better guiding of public health intervention measures. The know-how analysis of the present work could be implemented worldwide in order to overcome this health crisis through harmonized approaches.
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Affiliation(s)
- Taha Menasria
- Department of Applied Biology, Faculty of Exact Sciences and Natural and Life Sciences, University of Larbi Tebessi, Tebessa 12002, Algeria
- Department of Microbiology, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain
- Correspondence: or (T.M.); (M.A.)
| | - Margarita Aguilera
- Department of Microbiology, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain
- Correspondence: or (T.M.); (M.A.)
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16
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Prathiviraj R, Chellapandi P, Begum A, Kiran GS, Selvin J. Identification of genotypic variants and its proteomic mutations of Brazilian SARS-CoV-2 isolates. Virus Res 2022; 307:198618. [PMID: 34740719 PMCID: PMC8563081 DOI: 10.1016/j.virusres.2021.198618] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 10/25/2021] [Accepted: 10/26/2021] [Indexed: 01/01/2023]
Abstract
The second wave of COVID-19 caused by severe acute respiratory syndrome virus (SARS-CoV-2) is rapidly spreading over the world. Mechanisms behind the flee from current antivirals are still unclear due to the continuous occurrence of SARS-CoV-2 genetic variants. Brazil is the world's second-most COVID-19 affected country. In the present study, we identified the genomic and proteomic variants of Brazilian SARS-CoV-2 isolates. We identified 16 different genotypic variants were found among the 27 isolates. The genotypes of three isolates such as Bra/1236/2021 (G15), Bra/MASP2C844R2/2020 (G11), and Bra/RJ-DCVN5/2020 (G9) have a unique mutant in NSP4 (S184N), 2'O-Mutase (R216N), membrane protein (A2V) and Envelope protein (V5A). A mutation in RdRp of SARS-CoV-2, particularly the change of Pro-to Leu-at 323 resulted in the stabilization of the structure in BRA/CD1739-P4/2020. NSP4, NSP5 protein mutants are more virulent in genotype 15 and 16. A fast protein folding rate changes the structural stability and leads to escape for current antivirals. Thus, our findings help researchers to develop the best potent antivirals based on the new mutant of Brazilian isolates.
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Affiliation(s)
| | - Paulchamy Chellapandi
- Department of Bioinformatics, Bharathidasan University, Tiruchirappalli 620024, India
| | - Ajima Begum
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
| | - George Seghal Kiran
- Department of Food Science and Technology, Pondicherry University, Puducherry 605014, India
| | - Joseph Selvin
- Department of Microbiology, Pondicherry University, Puducherry 605014, India
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17
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Bhattacharya M, Chatterjee S, Sharma AR, Agoramoorthy G, Chakraborty C. D614G mutation and SARS-CoV-2: impact on S-protein structure, function, infectivity, and immunity. Appl Microbiol Biotechnol 2021; 105:9035-9045. [PMID: 34755213 PMCID: PMC8578012 DOI: 10.1007/s00253-021-11676-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 11/01/2021] [Accepted: 11/01/2021] [Indexed: 12/23/2022]
Abstract
The progression of the COVID-19 pandemic has generated numerous emerging variants of SARS-CoV-2 on a global scale. These variants have gained evolutionary advantages, comprising high virulence and serious infectivity due to multiple spike glycoprotein mutations. As a reason, variants are demonstrating significant abilities to escape the immune responses of the host. The D614G mutation in the S-glycoprotein of SARS-CoV-2 variants has shown the most efficient interaction with the ACE2 receptor of the cells. This explicit mutation at amino acid position 614 (aspartic acid-to-glycine substitution) is the prime cause of infection and re-infection. It changes the conformation of RBD and cleavage patterns S-glycoprotein with higher stability, replication fitness, and fusion efficiencies. Therefore, this review aims to provide several crucial pieces of information associated with the D614 mutational occurrence of SARS-CoV-2 variants and their infectivity patterns. This review will also effectively emphasize the mechanism of action of D614G mutant variants, immune escape, and partial vaccine escape of this virus. Furthermore, the viral characteristic changes leading to the current global pandemic condition have been highlighted. Here, we have tried to illustrate a novel direction for future researchers to develop effective therapeutic approaches and counterweight strategies to minimize the spread of COVID-19.Key points• D614G mutation arises within the S-glycoprotein of significant SARS-CoV-2 variants.• The D614G mutation affects infection, re-infection, cleavage patterns of S-glycoprotein, and replication fitness of SARS-CoV-2 variants.• The D614G mutation influences the immunity and partial vaccine escape.
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Affiliation(s)
- Manojit Bhattacharya
- Department of Zoology, Fakir Mohan University, Vyasa Vihar, Balasore, 756020, Odisha, India
| | - Srijan Chatterjee
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Barasat-Barrackpore Rd, Kolkata, West Bengal, 700126, India
| | - Ashish Ranjan Sharma
- Institute for Skeletal Aging and Orthopaedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon-si, 24252, Gangwon-do, Republic of Korea
| | | | - Chiranjib Chakraborty
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Barasat-Barrackpore Rd, Kolkata, West Bengal, 700126, India.
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18
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Zahn T, Mhedhbi I, Hein S, Raupach J, Miskey C, Husria Y, Bayanga K, Bartel D, Vieths S, Ivics Z, Oberle D, Keller‐Stanislawski B, Herrlein M, Maier TJ, Hildt E. Persistence of infectious SARS-CoV-2 particles for up to 37 days in patients with mild COVID-19. Allergy 2021; 77:2053-2066. [PMID: 34637150 PMCID: PMC8652783 DOI: 10.1111/all.15138] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 09/19/2021] [Accepted: 10/01/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND People suffering from COVID-19 are typically considered non-infectious 14 days after diagnosis if symptoms have disappeared for at least 48 h. We describe three patients who independently acquired their infection. These three patients experienced mild COVID-19 and completely recovered symptomatically within 10 days, but remained PCR-positive in deep pharyngeal samples for at least 38 days. We attempted to isolate virus from pharyngeal swabs to investigate whether these patients still carried infectious virus. METHODS Infectious virus was amplified in Vero E6 cells and characterized by electron microscopy and WGS. The immune response was investigated by ELISA and peptide arrays. RESULTS In all three cases, infectious and replication-competent virus was isolated and amplified in Vero E6 cells. Virus replication was detected by RT-PCR and immunofluorescence microscopy. Electron microscopy confirmed the formation of intact SARS-CoV-2 particles. For a more detailed analysis, all three isolates were characterized by whole-genome sequencing (WGS). The sequence data revealed that the isolates belonged to the 20A or 20C clade, and two mutations in ORF8 were identified among other mutations that could be relevant for establishing a long-term infection. Characterization of the humoral immune response in comparison to patients that had fully recovered from mild COVID-19 revealed a lack of antibodies binding to sequential epitopes of the receptor-binding domain (RBD) for the long-term infected patients. CONCLUSION Thus, a small portion of COVID-19 patients displays long-term infectivity and termination of quarantine periods after 14 days, without PCR-based testing, should be reconsidered critically.
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Affiliation(s)
- Tobias Zahn
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Ines Mhedhbi
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Sascha Hein
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Jan Raupach
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Csaba Miskey
- Division of Medical Biotechnology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Younes Husria
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Kathrin Bayanga
- Division of Transfusion Medicine Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Detlef Bartel
- Division of Allergology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Stefan Vieths
- Management board Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Zoltan Ivics
- Division of Medical Biotechnology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Doris Oberle
- Division of Pharmacovigilance Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Brigitte Keller‐Stanislawski
- Division of Pharmacovigilance Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Marie‐Luise Herrlein
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Thorsten Jürgen Maier
- Division of Pharmacovigilance Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
| | - Eberhard Hildt
- Division of Virology Paul‐Ehrlich‐InstitutFederal Institute for Vaccines and Biomedicines Langen Germany
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19
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Glatman-Freedman A, Bromberg M, Dichtiar R, Hershkovitz Y, Keinan-Boker L. The BNT162b2 vaccine effectiveness against new COVID-19 cases and complications of breakthrough cases: A nation-wide retrospective longitudinal multiple cohort analysis using individualised data. EBioMedicine 2021; 72:103574. [PMID: 34537449 PMCID: PMC8445746 DOI: 10.1016/j.ebiom.2021.103574] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/21/2021] [Accepted: 08/22/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The rapid vaccination campaign against COVID-19 in Israel relied on the BNT162b2 vaccine. We performed a longitudinal analysis of multiple cohorts, using individual data, to evaluate the effectiveness of the vaccine against new and breakthrough cases. METHODS We estimated vaccine effectiveness (VE) for 27 consecutive cohorts, each comprised of individuals vaccinated on specific days. VE against new COVID-19 cases was evaluated for five SARS-CoV-2-related outcomes: infection, symptomatic disease, hospitalisation, severe/critical disease and death. For breakthrough cases, rate reduction was evaluated for hospitalisation, severe/critical disease and death. Outcomes were evaluated at predetermined time-periods after vaccination, the last one dedicated to individuals who became SARS-CoV-2-positive 22-28 days after the second dose. FINDINGS The highest VE estimates against new cases in ≥16 year old individuals, for all outcomes, were reached at the 15-21 day period after the second dose, ranging between 97.7% (95% CI: 95.9-98.7%) for deaths and 98.6% (95% CI: 97.8-99.1%) for severe/critical disease. VE estimates of the 14-20 day period after the first dose ranged between 54.3% (95% CI: 50.6-57.8%) for infection and 77.3% (95% CI: 71.2-82.1%) for severe/critical disease. VE rose more slowly among ≥80 year old individuals. Rate reductions of breakthrough complications were highest at the 22-28 day period after the second dose, ranging between 47.4% (95% CI: 4.3-71.2%) for death and 66.2% (95% CI: 44.2-79.6%) for severe/critical disease. INTERPRETATION The BNT162 vaccine is highly effective in preventing new SARS-CoV-2 cases. Among ≥80 year old individuals, high effectiveness develops more slowly. In breakthrough cases, vaccination reduces complications and death. FUNDING None.
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Affiliation(s)
- Aharona Glatman-Freedman
- The Israel Centre for Disease Control, Israel Ministry of Health, Tel Hashomer, Ramat Gan, Israel; Department of Epidemiology and Preventive Medicine, School of Public Health, Tel Aviv University Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Michal Bromberg
- The Israel Centre for Disease Control, Israel Ministry of Health, Tel Hashomer, Ramat Gan, Israel; Department of Epidemiology and Preventive Medicine, School of Public Health, Tel Aviv University Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Rita Dichtiar
- The Israel Centre for Disease Control, Israel Ministry of Health, Tel Hashomer, Ramat Gan, Israel
| | - Yael Hershkovitz
- The Israel Centre for Disease Control, Israel Ministry of Health, Tel Hashomer, Ramat Gan, Israel
| | - Lital Keinan-Boker
- The Israel Centre for Disease Control, Israel Ministry of Health, Tel Hashomer, Ramat Gan, Israel; School of Public Health, Haifa University, Haifa, Israel
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20
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Farinholt T, Doddapaneni H, Qin X, Menon V, Meng Q, Metcalf G, Chao H, Gingras MC, Avadhanula V, Farinholt P, Agrawal C, Muzny DM, Piedra PA, Gibbs RA, Petrosino J. Transmission event of SARS-CoV-2 delta variant reveals multiple vaccine breakthrough infections. BMC Med 2021; 19:255. [PMID: 34593004 PMCID: PMC8483940 DOI: 10.1186/s12916-021-02103-4] [Citation(s) in RCA: 117] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 08/18/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND This study aims to identify the causative strain of SARS-CoV-2 in a cluster of vaccine breakthroughs. Vaccine breakthrough by a highly transmissible SARS-CoV-2 strain is a risk to global public health. METHODS Nasopharyngeal swabs from suspected vaccine breakthrough cases were tested for SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) by qPCR (quantitative polymerase chain reaction) for Wuhan-Hu1 and alpha variant. Positive samples were then sequenced by Swift Normalase Amplicon Panels to determine the causal variant. GATK (genome analysis toolkit) variants were filtered with allele fraction ≥80 and min read depth 30x. RESULTS Viral sequencing revealed an infection cluster of 6 vaccinated patients infected with the delta (B.1.617.2) SARS-CoV-2 variant. With no history of vaccine breakthrough, this suggests the delta variant may possess immune evasion in patients that received the Pfizer BNT162b2, Moderna mRNA-1273, and Covaxin BBV152. CONCLUSIONS Delta variant may pose the highest risk out of any currently circulating SARS-CoV-2 variants, with previously described increased transmissibility over alpha variant and now, possible vaccine breakthrough. FUNDING Parts of this work was supported by the National Institute of Allergy and Infectious Diseases (1U19AI144297) and Baylor College of Medicine internal funding.
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Affiliation(s)
- Timothy Farinholt
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA.
| | - Harsha Doddapaneni
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Xiang Qin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vipin Menon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Qingchang Meng
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Ginger Metcalf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Hsu Chao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vasanthi Avadhanula
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Paige Farinholt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Charu Agrawal
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Donna M Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Pedro A Piedra
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
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21
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Farinholt T, Doddapaneni H, Qin X, Menon V, Meng Q, Metcalf G, Chao H, Gingras MC, Farinholt P, Agrawal C, Muzny DM, Piedra PA, Gibbs RA, Petrosino J. Transmission event of SARS-CoV-2 Delta variant reveals multiple vaccine breakthrough infections. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.06.28.21258780. [PMID: 34268529 PMCID: PMC8282118 DOI: 10.1101/2021.06.28.21258780] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
Importance Vaccine breakthrough by an emergent SARS-CoV-2 variant poses a great risk to global public health. Objective To determine the SARS-CoV-2 variant responsible for 6 cases of vaccine breakthrough. Design Nasopharyngeal swabs from suspected vaccine breakthrough cases were tested for SARS-CoV-2 by qPCR for Wuhan-Hu1 and Alpha variant. Positive samples were then sequenced by Swift Normalase Amplicon Panels to determine the causal variant. Setting Transmission event occurred at events surrounding a wedding outside of Houston, TX. Two patients from India, likely transmitted the Delta variant to other guests. Participants Following a positive SARS-CoV-2 qPCR test at a third-party site, six fully vaccinated patients were investigated. Three males and three females ranged from 53 to 69 years old. One patient suffered from diabetes while three others were classified as overweight. No significant other comorbidities were identified. None of the patients had a history of failed vaccination.
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Affiliation(s)
- Timothy Farinholt
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Harsha Doddapaneni
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Xiang Qin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vipin Menon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Qingchang Meng
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Ginger Metcalf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Hsu Chao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Paige Farinholt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Charu Agrawal
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Donna M Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Pedro A Piedra
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
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22
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Ilmjärv S, Abdul F, Acosta-Gutiérrez S, Estarellas C, Galdadas I, Casimir M, Alessandrini M, Gervasio FL, Krause KH. Concurrent mutations in RNA-dependent RNA polymerase and spike protein emerged as the epidemiologically most successful SARS-CoV-2 variant. Sci Rep 2021; 11:13705. [PMID: 34210996 PMCID: PMC8249556 DOI: 10.1038/s41598-021-91662-w] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 05/25/2021] [Indexed: 01/18/2023] Open
Abstract
The D614G mutation in the Spike protein of the SARS-CoV-2 has effectively replaced the early pandemic-causing variant. Using pseudotyped lentivectors, we confirmed that the aspartate replacement by glycine in position 614 is markedly more infectious. Molecular modelling suggests that the G614 mutation facilitates transition towards an open state of the Spike protein. To explain the epidemiological success of D614G, we analysed the evolution of 27,086 high-quality SARS-CoV-2 genome sequences from GISAID. We observed striking coevolution of D614G with the P323L mutation in the viral polymerase. Importantly, the exclusive presence of G614 or L323 did not become epidemiologically relevant. In contrast, the combination of the two mutations gave rise to a viral G/L variant that has all but replaced the initial D/P variant. Our results suggest that the P323L mutation, located in the interface domain of the RNA-dependent RNA polymerase, is a necessary alteration that led to the epidemiological success of the present variant of SARS-CoV-2. However, we did not observe a significant correlation between reported COVID-19 mortality in different countries and the prevalence of the Wuhan versus G/L variant. Nevertheless, when comparing the speed of emergence and the ultimate predominance in individual countries, it is clear that the G/L variant displays major epidemiological supremacy over the original variant.
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Affiliation(s)
- Sten Ilmjärv
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Fabien Abdul
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Silvia Acosta-Gutiérrez
- Department of Chemistry, University College London, London, UK.,Institute for the Physics of Living Systems, University College London, London, UK.,Institute of Structural and Molecular Biology, University College London, London, UK
| | | | | | | | - Marco Alessandrini
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Francesco Luigi Gervasio
- Department of Chemistry, University College London, London, UK.,Institute of Structural and Molecular Biology, University College London, London, UK.,School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland.,Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
| | - Karl-Heinz Krause
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Geneva, Switzerland. .,Division of Infectious Disease and Department of Diagnostics, Geneva University Hospitals, Geneva, Switzerland.
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23
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Pu J, Yu Q, Yin Z, Zhang Y, Li X, Yin Q, Chen H, Long R, Zhao Z, Mou T, Zhao H, Feng S, Xie Z, Wang L, He Z, Liao Y, Fan S, Jiang R, Wang J, Zhang L, Li J, Zheng H, Cui P, Jiang G, Guo L, Xu M, Yang H, Lu S, Wang X, Gao Y, Xu X, Cai L, Zhou J, Yu L, Chen Z, Hong C, Du D, Zhao H, Li Y, Ma K, Ma Y, Liu D, Yao S, Li C, Che Y, Liu L, Li Q. The safety and immunogenicity of an inactivated SARS-CoV-2 vaccine in Chinese adults aged 18-59 years: A phase I randomized, double-blinded, controlled trial. Vaccine 2021; 39:2746-2754. [PMID: 33875266 PMCID: PMC8040531 DOI: 10.1016/j.vaccine.2021.04.006] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 03/10/2021] [Accepted: 04/06/2021] [Indexed: 01/15/2023]
Abstract
Background This study examined the safety and immunogenicity of an inactivated SARS-CoV-2 vaccine. Method In a phase I randomized, double-blinded, placebo-controlled trial involving 192 healthy adults 18–59 years old, two injections of three doses (50 EU, 100 EU, 150 EU) of an inactivated SARS-CoV-2 vaccine or placebo were administered intramuscularly at a 2- or 4-week interval. The safety and immunogenicity of the vaccine were evaluated. Results Vaccination was completed in 191 subjects. Forty-four adverse reactions occurred within 28 days, most commonly mild pain and redness at the injection site or slight fatigue. At days 14 and 28, the seroconversion rates were 87.5% and 79.2% (50 EU), 100% and 95.8% (100 EU), and 95.8% and 87.5% (150 EU), respectively, with geometric mean titers (GMTs) of 18.1 and 10.6, 54.5 and 15.4, and 37.1 and 18.5, respectively, for the schedules with 2-week and 4-week intervals. Seroconversion was associated with synchronous upregulation of antibodies against the S protein, N protein and virion and a cytotoxic T lymphocyte (CTL) response. No cytokines and immune cells related to immunopathology were observed. Transcriptome analysis revealed the genetic diversity of immune responses induced by the vaccine. Interpretation In a population aged 18–59 years in this trial, this inactivated SARS-CoV-2 vaccine was safe and immunogenic. Trial registration: CTR20200943 and NCT04412538.
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Affiliation(s)
- Jing Pu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Qin Yu
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Zhifang Yin
- National Institute of Food and Drug Control, Beijing 100050, China
| | - Ying Zhang
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Xueqi Li
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Qiongzhou Yin
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Hongbo Chen
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Runxiang Long
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Zhimei Zhao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Tangwei Mou
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Heng Zhao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Shiyin Feng
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Zhongping Xie
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Lichun Wang
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Zhanlong He
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Yun Liao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Shengtao Fan
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Ruiju Jiang
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Jianfeng Wang
- National Institute of Food and Drug Control, Beijing 100050, China
| | - Lingli Zhang
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Jing Li
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Huiwen Zheng
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Pingfang Cui
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Guorun Jiang
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Lei Guo
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Mingjue Xu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Huijuan Yang
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Shan Lu
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Xuanyi Wang
- The Institutes of Biomedical Science, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yang Gao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Xingli Xu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Linrui Cai
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Jian Zhou
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Li Yu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Zhuo Chen
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Chao Hong
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Dan Du
- National Drug Clinical Trial Institution of West China Second Hospital, Sichuan University, Chengdu 610041, China
| | - Hongling Zhao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Yan Li
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Kaili Ma
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Yunfei Ma
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Donglan Liu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Shibao Yao
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China
| | - Changgui Li
- National Institute of Food and Drug Control, Beijing 100050, China.
| | - Yanchun Che
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China.
| | - Longding Liu
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China.
| | - Qihan Li
- Institute of Medical Biology, Chinese Academy of Medicine Sciences & Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development for Severe Infectious Diseases, Kunming 650118, China.
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24
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Esper FP, Cheng YW, Adhikari TM, Tu ZJ, Li D, Li EA, Farkas DH, Procop GW, Ko JS, Chan TA, Jehi L, Rubin BP, Li J. Genomic Epidemiology of SARS-CoV-2 Infection During the Initial Pandemic Wave and Association With Disease Severity. JAMA Netw Open 2021; 4:e217746. [PMID: 33900399 PMCID: PMC8076962 DOI: 10.1001/jamanetworkopen.2021.7746] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/07/2021] [Indexed: 12/17/2022] Open
Abstract
Importance Understanding of SARS-CoV-2 variants that alter disease outcomes are important for clinical risk stratification and may provide important clues to the complex virus-host relationship. Objective To examine the association of identified SARS-CoV-2 variants, virus clades, and clade groups with disease severity and patient outcomes. Design, Setting, and Participants In this cross-sectional study, viral genome analysis of clinical specimens obtained from patients at the Cleveland Clinic infected with SARS-CoV-2 during the initial wave of infection (March 11 to April 22, 2020) was performed. Identified variants were matched with clinical outcomes. Data analysis was performed from April to July 2020. Main Outcomes and Measures Hospitalization, intensive care unit (ICU) admission, mortality, and laboratory outcomes were matched with SARS-CoV-2 variants. Results Specimens sent for viral genome sequencing originated from 302 patients with SARS-CoV-2 infection (median [interquartile range] age, 52.6 [22.8 to 82.5] years), of whom 126 (41.7%) were male, 195 (64.6%) were White, 91 (30.1%) required hospitalization, 35 (11.6%) needed ICU admission, and 17 (5.6%) died. From these specimens, 2531 variants (484 of which were unique) were identified. Six different SARS-CoV-2 clades initially circulated followed by a rapid reduction in clade diversity. Several variants were associated with lower hospitalization rate, and those containing 23403A>G (D614G Spike) were associated with increased survival when the patient was hospitalized (64 of 74 patients [86.5%] vs 10 of 17 patients [58.8%]; χ21 = 6.907; P = .009). Hospitalization and ICU admission were similar regardless of clade. Infection with Clade V variants demonstrated higher creatinine levels (median [interquartile range], 2.6 [-0.4 to 5.5] mg/dL vs 1.0 [0.2 to 2.2] mg/dL; mean creatinine difference, 2.9 mg/dL [95% CI, 0.8 to 5.0 mg/dL]; Kruskal-Wallis P = .005) and higher overall mortality rates (3 of 14 patients [21.4%] vs 17 of 302 patients [5.6%]; χ21 = 5.640; P = .02) compared with other variants. Infection by strains lacking the 23403A>G variant showed higher mortality in multivariable analysis (odds ratio [OR], 22.4; 95% CI, 0.6 to 5.6; P = .01). Increased variants of open reading frame (ORF) 3a were associated with decreased hospitalization frequency (OR, 0.4; 95% CI, 0.2 to 0.96; P = .04), whereas increased variants of Spike (OR, 0.01; 95% CI, <0.01 to 0.3; P = .01) and ORF8 (OR, 0.03; 95% CI, <0.01 to 0.6; P = .03) were associated with increased survival. Conclusions and Relevance Within weeks of SARS-CoV-2 circulation, a profound shift toward 23403A>G (D614G) specific genotypes occurred. Replaced clades were associated with worse clinical outcomes, including mortality. These findings help explain persistent hospitalization yet decreasing mortality as the pandemic progresses. SARS-CoV-2 clade assignment is an important factor that may aid in estimating patient outcomes.
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Affiliation(s)
- Frank P. Esper
- Center for Pediatric Infectious Disease, Cleveland Clinic Children’s, Cleveland, Ohio
| | - Yu-Wei Cheng
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thamali M. Adhikari
- Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Zheng Jin Tu
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Derek Li
- Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Erik A. Li
- Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Daniel H. Farkas
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Gary W. Procop
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Jennifer S. Ko
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Timothy A. Chan
- Center for Immunotherapy and Precision Immuno-Oncology, Lerner Research Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio
| | - Lara Jehi
- Neurological Institute, Chief Research Information Office, Cleveland Clinic, Cleveland, Ohio
| | - Brian P. Rubin
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Jing Li
- Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio
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25
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Das JK, Roy S. A study on non-synonymous mutational patterns in structural proteins of SARS-CoV-2. Genome 2021; 64:665-678. [PMID: 33788636 DOI: 10.1139/gen-2020-0157] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
SARS-CoV-2 is mutating and creating divergent variants across the world. An in-depth investigation of the amino acid substitutions in the genomic signature of SARS-CoV-2 proteins is highly essential for understanding its host adaptation and infection biology. A total of 9587 SARS-CoV-2 structural protein sequences collected from 49 different countries are used to characterize protein-wise variants, substitution patterns (type and location), and major substitution changes. The majority of the substitutions are distinct, mostly in a particular location, and lead to a change in an amino acid's biochemical properties. In terms of mutational changes, envelope (E) and membrane (M) proteins are relatively more stable than nucleocapsid (N) and spike (S) proteins. Several co-occurrence substitutions are observed, particularly in S and N proteins. Substitution specific to active sub-domains reveals that heptapeptide repeat, fusion peptides, transmembrane in S protein, and N-terminal and C-terminal domains in the N protein are remarkably mutated. We also observe a few deleterious mutations in the above domains. The overall study on non-synonymous mutation in structural proteins of SARS-CoV-2 at the start of the pandemic indicates a diversity amongst virus sequences.
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Affiliation(s)
- Jayanta Kumar Das
- Department of Pediatrics, Johns Hopkins University School of Medicine, Maryland, USA
| | - Swarup Roy
- Network Reconstruction & Analysis (NetRA) Lab, Department of Computer Applications, Sikkim University, Gangtok, India
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26
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Letarov AV, Babenko VV, Kulikov EE. Free SARS-CoV-2 Spike Protein S1 Particles May Play a Role in the Pathogenesis of COVID-19 Infection. BIOCHEMISTRY. BIOKHIMIIA 2021; 86:257-261. [PMID: 33838638 PMCID: PMC7772528 DOI: 10.1134/s0006297921030032] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 12/04/2020] [Accepted: 12/04/2020] [Indexed: 01/06/2023]
Abstract
The imbalance of the renin-angiotensin system is currently considered as a potentially important factor of the pathogenesis of COVID-19 disease. It has been shown previously in the murine model, that the expression of angiotensin-converting enzyme 2 (ACE2) on the cell surface is downregulated in response to the infection by SARS-CoV virus or recombinant spike protein (S protein) alone. In the case of natural infection, circulation of the S protein in a soluble form is unlikely. However, in SARS-CoV-2, a large fraction of S protein trimers is pre-processed during virion morphogenesis due to the presence of furin protease cleavage site between the S1 and S2 subunits. Therefore, S protein transition into the fusion conformation may be accompanied by the separation of the S1 subunits carrying the receptor-binding domains from the membrane-bound S2 subunits. The fate of the S1 particles shed due to the spontaneous "firing" of some S protein trimers exposed on the virions and on the surface of infected cells has been never investigated. We hypothesize that the soluble S1 subunits of the SARS-CoV-2 S protein shed from the infected cells and from the virions in vivo may bind to the ACE2 and downregulate cell surface expression of this protein. The decrease in the ACE2 activity on the background of constant or increased ACE activity in the lungs may lead to the prevalence of angiotensin II effects over those of angiotensin (1-7), thus promoting thrombosis, inflammation, and pulmonary damage. This hypothesis also suggests the association between less pronounced shedding of the S1 particles reported for the S protein carrying the D614G mutation (vs. the wild type D614 protein), and lack of increased severity of the COVID-19 infection caused by the mutant (D614G) SARS-CoV-2 strain, despite its higher infectivity and higher in vivo viral load.
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Affiliation(s)
- Andrey V Letarov
- Winogradsky Institute of Microbiology, Biotechnology Research Center, Russian Academy of Sciences, Moscow, 117312, Russia.
- Faculty of Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Vladislav V Babenko
- Federal Research and Clinical Centre of Physical-Chemical Medicine, Federal Medical Biological Agency, Moscow, 119435, Russia
| | - Eugene E Kulikov
- Winogradsky Institute of Microbiology, Biotechnology Research Center, Russian Academy of Sciences, Moscow, 117312, Russia
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27
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Fels JM, Khan S, Forster R, Skalina KA, Sirichand S, Fox AS, Bergman A, Mitchell WB, Wolgast LR, Szymczak WA, Bortz RH, Dieterle ME, Florez C, Haslwanter D, Jangra RK, Laudermilch E, Wirchnianski AS, Barnhill J, Goldman DL, Khine H, Goldstein DY, Daily JP, Chandran K, Kelly L. Genomic surveillance of SARS-CoV-2 in the Bronx enables clinical and epidemiological inference. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 33594384 PMCID: PMC7885943 DOI: 10.1101/2021.02.08.21250641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The Bronx was an early epicenter of the COVID-19 pandemic in the USA. We conducted temporal genomic surveillance of SARS-CoV-2 genomes across the Bronx from March-October 2020. Although the local structure of SARS-CoV-2 lineages mirrored those of New York City and New York State, temporal sampling revealed a dynamic and changing landscape of SARS-CoV-2 genomic diversity. Mapping the trajectories of variants, we found that while some became ‘endemic’ to the Bronx, other, novel variants rose in prevalence in the late summer/early fall. Geographically resolved genomes enabled us to distinguish between cases of reinfection and persistent infection in two pediatric patients. We propose that limited, targeted, temporal genomic surveillance has clinical and epidemiological utility in managing the ongoing COVID pandemic. Temporally and geographically resolved sequencing of SARS-CoV-2 genotypes enabled surveillance of novel genotypes, identification of endemic viral variants, and clinical inferences, in the first wave of the COVID-19 pandemic in the Bronx.
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28
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Barrett CT, Neal HE, Edmonds K, Moncman CL, Thompson R, Branttie JM, Boggs KB, Wu CY, Leung DW, Dutch RE. Effect of mutations in the SARS-CoV-2 spike protein on protein stability, cleavage, and cell-cell fusion function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.01.24.428007. [PMID: 33532777 PMCID: PMC7852270 DOI: 10.1101/2021.01.24.428007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The SARS-CoV-2 spike protein (S) is the sole viral protein responsible for both viral binding to a host cell and the membrane fusion event needed for cell entry. In addition to facilitating fusion needed for viral entry, S can also drive cell-cell fusion, a pathogenic effect observed in the lungs of SARS-CoV-2 infected patients. While several studies have investigated S requirements involved in viral particle entry, examination of S stability and factors involved in S cell-cell fusion remain limited. We demonstrate that S must be processed at the S1/S2 border in order to mediate cell-cell fusion, and that mutations at potential cleavage sites within the S2 subunit alter S processing at the S1/S2 border, thus preventing cell-cell fusion. We also identify residues within the internal fusion peptide and the cytoplasmic tail that modulate S cell-cell fusion. Additionally, we examine S stability and protein cleavage kinetics in a variety of mammalian cell lines, including a bat cell line related to the likely reservoir species for SARS-CoV-2, and provide evidence that proteolytic processing alters the stability of the S trimer. This work therefore offers insight into S stability, proteolytic processing, and factors that mediate S cell-cell fusion, all of which help give a more comprehensive understanding of this highly sought-after therapeutic target.
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Affiliation(s)
- Chelsea T. Barrett
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Hadley E. Neal
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Kearstin Edmonds
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Carole L. Moncman
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Rachel Thompson
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Jean M. Branttie
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Kerri Beth Boggs
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Cheng-Yu Wu
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
| | - Daisy W. Leung
- Division of Infection Diseases, Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Rebecca E. Dutch
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky, USA
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29
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Andryukov BG, Besednova NN, Kuznetsova TA, Fedyanina LN. Laboratory-Based Resources for COVID-19 Diagnostics: Traditional Tools and Novel Technologies. A Perspective of Personalized Medicine. J Pers Med 2021; 11:jpm11010042. [PMID: 33451039 PMCID: PMC7828525 DOI: 10.3390/jpm11010042] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 01/09/2021] [Accepted: 01/12/2021] [Indexed: 01/08/2023] Open
Abstract
The coronavirus infection 2019 (COVID-19) pandemic, caused by the highly contagious SARS-CoV-2 virus, has provoked a global healthcare and economic crisis. The control over the spread of the disease requires an efficient and scalable laboratory-based strategy for testing the population based on multiple platforms to provide rapid and accurate diagnosis. With the onset of the pandemic, the reverse transcription polymerase chain reaction (RT-PCR) method has become a standard diagnostic tool, which has received wide clinical use. In large-scale and repeated examinations, these tests can identify infected patients with COVID-19, with their accuracy, however, dependent on many factors, while the entire process takes up to 6–8 h. Here we also describe a number of serological systems for detecting antibodies against SARS-CoV-2. These are used to assess the level of population immunity in various categories of people, as well as for retrospective diagnosis of asymptomatic and mild COVID-19 in patients. However, the widespread use of traditional diagnostic tools in the context of the rapid spread of COVID-19 is hampered by a number of limitations. Therefore, the sharp increase in the number of patients with COVID-19 necessitates creation of new rapid, inexpensive, sensitive, and specific tests. In this regard, we focus on new laboratory technologies such as loop mediated isothermal amplification (LAMP) and lateral flow immunoassay (LFIA), which have proven to work well in the COVID-19 diagnostics and can become a worthy alternative to traditional laboratory-based diagnostics resources. To cope with the COVID-19 pandemic, the healthcare system requires a combination of various types of laboratory diagnostic testing techniques, whodse sensitivity and specificity increases with the progress in the SARS-CoV-2 research. The testing strategy should be designed in such a way to provide, depending on the timing of examination and the severity of the infection in patients, large-scale and repeated examinations based on the principle: screening–monitoring–control. The search and development of new methods for rapid diagnostics of COVID-19 in laboratory, based on new analytical platforms, is still a highly important and urgent healthcare issue. In the final part of the review, special emphasis is made on the relevance of the concept of personalized medicine to combat the COVID-19 pandemic in the light of the recent studies carried out to identify the causes of variation in individual susceptibility to SARS-CoV-2 and increase the efficiency and cost-effectiveness of treatment.
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Affiliation(s)
- Boris G. Andryukov
- G.P. Somov Institute of Epidemiology and Microbiology, Russian Federal Service for Surveillance on Consumer Rights Protection and Human Wellbeing, 690087 Vladivostok, Russia; (N.N.B.); (T.A.K.)
- School of Biomedicine, Far Eastern Federal University (FEFU), 690091 Vladivostok, Russia;
- Correspondence: ; Tel.: +7-4232-304-647
| | - Natalya N. Besednova
- G.P. Somov Institute of Epidemiology and Microbiology, Russian Federal Service for Surveillance on Consumer Rights Protection and Human Wellbeing, 690087 Vladivostok, Russia; (N.N.B.); (T.A.K.)
| | - Tatyana A. Kuznetsova
- G.P. Somov Institute of Epidemiology and Microbiology, Russian Federal Service for Surveillance on Consumer Rights Protection and Human Wellbeing, 690087 Vladivostok, Russia; (N.N.B.); (T.A.K.)
| | - Ludmila N. Fedyanina
- School of Biomedicine, Far Eastern Federal University (FEFU), 690091 Vladivostok, Russia;
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30
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Mishra D, Suri GS, Kaur G, Tiwari M. Comparative insight into the genomic landscape of SARS-CoV-2 and identification of mutations associated with the origin of infection and diversity. J Med Virol 2020; 93:2406-2419. [PMID: 33347622 DOI: 10.1002/jmv.26744] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 12/16/2022]
Abstract
The analyses of 2325 severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) genomes revealed 107, 162, and 65 nucleotide substitutions in the coding region of SARS-CoV-2 from the three continents America, Europe, and Asia, respectively. Of these nucleotide substitutions 58, 94, and 37 were nonsynonymous types mostly present in the Nsp2, Nsp3, Spike, and ORF9. A continent-specific phylogram analyses clustered the SARS-CoV-2 in the different group based on the frequency of nucleotide substitutions. Detailed analyses about the continent-specific amino acid changes and their effectiveness by SNAP2 software was investigated. We found 11 common nonsynonymous mutations; among them, two novel effective mutations were identified in ORF9 (S194L and S202N). Intriguingly, ORF9 encodes nucleocapsid phosphoprotein possessing many effective mutations across continents and could be a potential candidate after the spike protein for studying the role of mutation in viral assembly and pathogenesis. Among the two forms of certain frequent mutation, one form is more prevalent in Europe continents (Nsp12:L314, Nsp13:P504, Nsp13:Y541, Spike:G614, and ORF8:L84) while other forms are more prevalent in American (Nsp12:P314, Nsp13:L504, Nsp13:C541, Spike:D614, and ORF8:L84) and Asian continents (Spike:D614), indicating the spatial and temporal dynamics of SARS-CoV-2. We identified highly conserved 38 regions and among these regions, 11 siRNAs were predicted on stringent criteria that can be used to suppress the expression of viral genes and the corresponding reduction of human viral infections. The present investigation provides information on different mutations and will pave the way for differentiating strains based on virulence and their use in the development of better antiviral therapy.
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Affiliation(s)
- Divya Mishra
- Department of Plant Pathology, Kansas State University, Kansas, USA
| | | | - Gurleen Kaur
- California Baptist University, Riverside, California, USA
| | - Manish Tiwari
- Mid-Florida Research and Education Center, University of Florida, Apopka, Florida, USA
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31
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Affiliation(s)
- Rajesh Bhatia
- Former Director, Communicable Diseases, World Health Organization South-East Asia Regional Office, New Delhi 110 002, India
| | - Priya Abraham
- Director, ICMR-National Institute of Virology, Pune 411 001, Maharashtra, India
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