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Shohan M, Mahmoudian-Sani MR, Saeedi-Boroujeni A, Iranparast S, Nashibi R, Abolnezhadian F, Yousefi F, Alavi SM, Cheraghian B, Khodadadi A. The Effects of Convalescent Plasma Transfusion on Serum Levels of Macrophage-Associated Inflammatory Biomarkers in Patients with Severe COVID-19. J Interferon Cytokine Res 2024; 44:316-324. [PMID: 38738802 DOI: 10.1089/jir.2024.0018] [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] [Indexed: 05/14/2024] Open
Abstract
As an antibody-based therapy, plasma therapy has been used as an emergency therapeutic strategy against severe acute respiratory syndrome coronavirus type 2 infection. Due to the critical role of macrophages in coronavirus disease-19 (COVID-19)-associated hyperinflammation, the main objective of this study was to assess the effect of plasma transfusion on the expression levels of the inflammatory biomarkers involved in activation and pulmonary infiltration of macrophages. The target population included 50 severe hospitalized COVID-19 patients who were randomly assigned into 2 groups, including intervention and control. Serum levels of chemokine (C-C motif) ligand (CCL)-2, CCL-3, tumor necrosis factor (TNF)-α, and interleukin (IL)-6 were measured by enzyme-linked immunosorbent assay. Moreover, quantitative real-time polymerase chain reaction (PCR) was carried out to assess the relative expression of nuclear factor (NF)-κB1, NF-κB2, nuclear factor erythroid 2 p45-related factor 2 (NRF-2), and thioredoxin-interacting protein genes. Sampling was done at baseline and 72 h after receiving plasma. The intervention group demonstrated significantly lower serum levels of IL-6, TNF-α, and CCL-3. In addition, real-time PCR data analyses showed that the relative expression of NF-κB2 was significantly declined in the patients who received plasma. The use of convalescent plasma probably has a significant inhibitory effect on the cytokines, chemokines, and inflammatory genes related to macrophage activation, which are closely associated with the worsening of clinical outcomes in severe COVID-19.
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Affiliation(s)
- Mojtaba Shohan
- Department of Immunology, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mohammad Reza Mahmoudian-Sani
- Thalassemia and Hemoglobinopathy Research Center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Ali Saeedi-Boroujeni
- Department of Basic Medical Sciences, Faculty of Medicine, Abadan University of Medical Sciences, Abadan, Iran
| | - Sara Iranparast
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
| | - Roohangiz Nashibi
- Infectious and Tropical Diseases Research Center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Farhad Abolnezhadian
- Department of Pediatrics, Abuzar children's hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Farid Yousefi
- Infectious and Tropical Diseases Research Center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Seyed Mohammad Alavi
- Infectious and Tropical Diseases Research Center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Bahman Cheraghian
- Department of Biostatistics and Epidemiology, School of Public Health, Alimentary Tract Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Ali Khodadadi
- Department of Immunology, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
- Cancer, Petroleum, and Environmental pollutants Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
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Singh UB, Deb S, Rani L, Gupta R, Verma S, Kumari L, Bhardwaj D, Bala K, Ahmed J, Gaurav S, Perumalla S, Nizam M, Mishra A, Stephenraj J, Shukla J, Nayer J, Aggarwal P, Kabra M, Ahuja V, Chaudhry R, Sinha S, Guleria R. Phylogeny and evolution of SARS-CoV-2 during Delta and Omicron variant waves in India. J Biomol Struct Dyn 2024; 42:4769-4781. [PMID: 37318006 DOI: 10.1080/07391102.2023.2222832] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 06/02/2023] [Indexed: 06/16/2023]
Abstract
SARS-CoV-2 evolution has continued to generate variants, responsible for new pandemic waves locally and globally. Varying disease presentation and severity has been ascribed to inherent variant characteristics and vaccine immunity. This study analyzed genomic data from 305 whole genome sequences from SARS-CoV-2 patients before and through the third wave in India. Delta variant was reported in patients without comorbidity (97%), while Omicron BA.2 was reported in patients with comorbidity (77%). Tissue adaptation studies brought forth higher propensity of Omicron variants to bronchial tissue than lung, contrary to observation in Delta variants from Delhi. Study of codon usage pattern distinguished the prevalent variants, clustering them separately, Omicron BA.2 isolated in February grouped away from December strains, and all BA.2 after December acquired a new mutation S959P in ORF1b (44.3% of BA.2 in the study) indicating ongoing evolution. Loss of critical spike mutations in Omicron BA.2 and gain of immune evasion mutations including G142D, reported in Delta but absent in BA.1, and S371F instead of S371L in BA.1 could explain very brief period of BA.1 in December 2021, followed by complete replacement by BA.2. Higher propensity of Omicron variants to bronchial tissue, probably ensured increased transmission while Omicron BA.2 became the prevalent variant possibly due to evolutionary trade-off. Virus evolution continues to shape the epidemic and its culmination.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Urvashi B Singh
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Sushanta Deb
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Lata Rani
- Central Core Research Facility, All India Institute of Medical Sciences, New Delhi, India
| | - Ritu Gupta
- Department of Laboratory Oncology, All India Institute of Medical Sciences, New Delhi, India
| | - Sunita Verma
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Lata Kumari
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Deepika Bhardwaj
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Kiran Bala
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Jawed Ahmed
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Sudesh Gaurav
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Sowjanya Perumalla
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Md Nizam
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Anwita Mishra
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - J Stephenraj
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Jyoti Shukla
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Jamshed Nayer
- Department of Emergency Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Praveen Aggarwal
- Department of Emergency Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Madhulika Kabra
- Department of Paediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Vineet Ahuja
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Rama Chaudhry
- Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Subrata Sinha
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Randeep Guleria
- Department of Pulmonary, Critical Care & Sleep Medicine, All India Institute of Medical Sciences, New Delhi, India
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3
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Scovino AM, Dahab EC, Diniz-Lima I, de Senna Silveira E, Barroso SPC, Cardoso KM, Nico D, Makhoul GJ, da Silva-Junior EB, Freire-de-Lima CG, Freire-de-Lima L, da Fonseca LM, Valente N, Nacife V, Machado A, Araújo M, Vieira GF, Pauvolid-Corrêa A, Siqueira M, Morrot A. A Comparative Analysis of Innate Immune Responses and the Structural Characterization of Spike from SARS-CoV-2 Gamma Variants and Subvariants. Microorganisms 2024; 12:720. [PMID: 38674664 PMCID: PMC11052025 DOI: 10.3390/microorganisms12040720] [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: 09/05/2023] [Revised: 10/16/2023] [Accepted: 11/28/2023] [Indexed: 04/28/2024] Open
Abstract
The SARS-CoV-2 P.1 variant, responsible for an outbreak in Manaus, Brazil, is distinguished by 12 amino acid differences in the S protein, potentially increasing its ACE-2 affinity and immune evasion capability. We investigated the innate immune response of this variant compared to the original B.1 strain, particularly concerning cytokine production. Blood samples from three severe COVID-19 patients were analyzed post-infection with both strains. Results showed no significant difference in cytokine production of mononuclear cells and neutrophils for either variant. While B.1 had higher cytopathogenicity, neither showed viral replication in mononuclear cells. Structural analyses of the S protein highlighted physicochemical variations, which might be linked to the differences in infectivity between the strains. Our studies point to the increased infectivity of P.1 could stem from altered immunogenicity and receptor-binding affinity.
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Affiliation(s)
- Aline Miranda Scovino
- Instituto de Microbiologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil (E.C.D.); (D.N.)
- Laboratório de Imunoparasitologia, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil
| | - Elizabeth Chen Dahab
- Instituto de Microbiologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil (E.C.D.); (D.N.)
- Laboratório de Imunoparasitologia, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil
| | - Israel Diniz-Lima
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
| | - Etiele de Senna Silveira
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre 91501-970, Brazil; (E.d.S.S.)
| | - Shana Priscila Coutinho Barroso
- Laboratório de Biologia Molecular, Instituto de Pesquisa Biomédica, Hospital Naval Marcílio Dias, Marinha do Brazil, Rio de Janeiro 20725-090, Brazil; (S.P.C.B.); (K.M.C.)
- Biomanguinhos, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-900, Brazil
| | - Karina Martins Cardoso
- Laboratório de Biologia Molecular, Instituto de Pesquisa Biomédica, Hospital Naval Marcílio Dias, Marinha do Brazil, Rio de Janeiro 20725-090, Brazil; (S.P.C.B.); (K.M.C.)
| | - Dirlei Nico
- Instituto de Microbiologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil (E.C.D.); (D.N.)
| | - Gustavo José Makhoul
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
| | - Elias Barbosa da Silva-Junior
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
| | - Celio Geraldo Freire-de-Lima
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
| | - Leonardo Freire-de-Lima
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
| | - Leonardo Marques da Fonseca
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil; (I.D.-L.); (G.J.M.); (E.B.d.S.-J.); (C.G.F.-d.-L.); (L.F.-d.-L.)
- Curso de Medicina, Universidade Castelo Branco (UCB), Rio de Janeiro 21710-255, Brazil
| | - Natalia Valente
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
| | - Valeria Nacife
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
| | - Ana Machado
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
| | - Mia Araújo
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
| | - Gustavo Fioravanti Vieira
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre 91501-970, Brazil; (E.d.S.S.)
- PPGSDH—Programa de Pós-Graduação em Saúde e Desenvolvimento Humano, Universidade La Salle, Canoas 92010-000, Brazil
| | - Alex Pauvolid-Corrêa
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA
- Laboratório de Virologia Veterinária de Viçosa, Departamento de Veterinária, Universidade Federal de Viçosa, Viçosa 36570-900, Brazil
| | - Marilda Siqueira
- Laboratório de Vírus Respiratórios e Sarampo, COVID-19 National Reference Laboratory of Brazil and World Health Organization COVID-19 Reference Laboratory, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil; (N.V.); (V.N.); (A.M.); (A.P.-C.)
| | - Alexandre Morrot
- Laboratório de Imunoparasitologia, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil
- Escola de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-909, Brazil
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Nonaka CKV, de Jesus Ribeiro AM, Rocha GV, da Hora HS, Junior AAF, Lima FDM, Bastos IN, Teles SAS, Weber TGL, Costa VF, Costa-Ferro ZS, Rocha CAG, Sardi SI, Soares G, Mendes AVA, Souza BSDF. Assessing the Clinical Impact of the SARS-CoV-2 Gamma Variant on Intensive Care Unit Admissions: Insights from a Reference Hospital in Northeastern Brazil. Viruses 2024; 16:467. [PMID: 38543835 PMCID: PMC10974300 DOI: 10.3390/v16030467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 05/23/2024] Open
Abstract
The global challenge posed by the prolonged COVID-19 pandemic underscores the critical need for ongoing genomic surveillance to identify emerging variants and formulate effective public health strategies. This retrospective observational study, conducted in a reference hospital in Northeast Brazil and comprising 2116 cases, employed PCR genotyping together with epidemiological data to elucidate the impact of the Gamma variant during its emergence, revealing distinct patterns in hospitalization rates, severity of illness, and outcomes. The study emphasizes the challenges posed by the variant, particularly an increased tendency for ICU admissions and respiratory support, especially among adults aged 18 to 59 without comorbidities. Laboratory analyses further demonstrate elevated inflammatory, coagulation, and hepatic markers in the Gamma variant cohort, suggesting a more severe systemic response. Despite limitations, including a retrospective approach and single-institution data, the study underscores the importance of ongoing genomic surveillance. Overall, this research contributes valuable insights into the impact of the Gamma variant on COVID-19 dynamics, advocating for continued research and surveillance to inform effective public health strategies regarding evolving viral variants.
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Affiliation(s)
- Carolina Kymie Vasques Nonaka
- D’Or Institute for Research and Education (IDOR), Salvador 41253-190, BA, Brazil; (C.K.V.N.); (G.V.R.); (Z.S.C.-F.); (C.A.G.R.)
- São Rafael Hospital, Salvador 41253-190, BA, Brazil; (S.A.S.T.); (T.G.L.W.); (V.F.C.); (A.V.A.M.)
| | | | - Gisele Vieira Rocha
- D’Or Institute for Research and Education (IDOR), Salvador 41253-190, BA, Brazil; (C.K.V.N.); (G.V.R.); (Z.S.C.-F.); (C.A.G.R.)
- Gonçalo Moniz Institute, FIOCRUZ, Salvador 40296-710, BA, Brazil
| | - Helena Souza da Hora
- Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, BA, Brazil; (A.M.d.J.R.); (G.S.)
| | | | | | - Iasmin Nogueira Bastos
- Faculty of Medicine and Dentistry, Federal University of Bahia, Salvador 40110-100, BA, Brazil;
| | - Samara Alves Sa Teles
- São Rafael Hospital, Salvador 41253-190, BA, Brazil; (S.A.S.T.); (T.G.L.W.); (V.F.C.); (A.V.A.M.)
| | | | - Vanessa Ferreira Costa
- São Rafael Hospital, Salvador 41253-190, BA, Brazil; (S.A.S.T.); (T.G.L.W.); (V.F.C.); (A.V.A.M.)
| | - Zaquer Suzana Costa-Ferro
- D’Or Institute for Research and Education (IDOR), Salvador 41253-190, BA, Brazil; (C.K.V.N.); (G.V.R.); (Z.S.C.-F.); (C.A.G.R.)
| | - Clarissa Araújo Gurgel Rocha
- D’Or Institute for Research and Education (IDOR), Salvador 41253-190, BA, Brazil; (C.K.V.N.); (G.V.R.); (Z.S.C.-F.); (C.A.G.R.)
- Gonçalo Moniz Institute, FIOCRUZ, Salvador 40296-710, BA, Brazil
- Faculty of Medicine and Dentistry, Federal University of Bahia, Salvador 40110-100, BA, Brazil;
| | - Silvia Inês Sardi
- Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, BA, Brazil; (A.M.d.J.R.); (G.S.)
| | - Gúbio Soares
- Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, BA, Brazil; (A.M.d.J.R.); (G.S.)
| | | | - Bruno Solano de Freitas Souza
- D’Or Institute for Research and Education (IDOR), Salvador 41253-190, BA, Brazil; (C.K.V.N.); (G.V.R.); (Z.S.C.-F.); (C.A.G.R.)
- São Rafael Hospital, Salvador 41253-190, BA, Brazil; (S.A.S.T.); (T.G.L.W.); (V.F.C.); (A.V.A.M.)
- Gonçalo Moniz Institute, FIOCRUZ, Salvador 40296-710, BA, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Salvador 40296-710, BA, Brazil
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Hillenbrand M, Esslinger C, Seidenberg J, Weber M, Zingg A, Townsend C, Eicher B, Rutkauskaite J, Riese P, Guzman CA, Fischer K, Schmitt S. Fast-Track Discovery of SARS-CoV-2-Neutralizing Antibodies from Human B Cells by Direct Functional Screening. Viruses 2024; 16:339. [PMID: 38543705 PMCID: PMC10975424 DOI: 10.3390/v16030339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/16/2024] [Accepted: 02/20/2024] [Indexed: 05/23/2024] Open
Abstract
As the COVID-19 pandemic revealed, rapid development of vaccines and therapeutic antibodies are crucial to guarantee a quick return to the status quo of society. In early 2020, we deployed our droplet microfluidic single-cell-based platform DROPZYLLA® for the generation of cognate antibody repertoires of convalescent COVID-19 donors. Discovery of SARS-CoV-2-specific antibodies was performed upon display of antibodies on the surface of HEK293T cells by antigen-specific sorting using binding to the SARS-CoV-2 spike and absence of binding to huACE2 as the sort criteria. This efficiently yielded antibodies within 3-6 weeks, of which up to 100% were neutralizing. One of these, MTX-COVAB, displaying low picomolar neutralization IC50 of SARS-CoV-2 and with a neutralization potency on par with the Regeneron antibodies, was selected for GMP manufacturing and clinical development in June 2020. MTX-COVAB showed strong efficacy in vivo and neutralized all identified clinically relevant variants of SARS-CoV-2 at the time of its selection. MTX-COVAB completed GMP manufacturing by the end of 2020, but clinical development was stopped when the Omicron variant emerged, a variant that proved to be detrimental to all monoclonal antibodies already approved. The present study describes the capabilities of the DROPZYLLA® platform to identify antibodies of high virus-neutralizing capacity rapidly and directly.
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Affiliation(s)
- Matthias Hillenbrand
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Christoph Esslinger
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Jemima Seidenberg
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Marcel Weber
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Andreas Zingg
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Catherine Townsend
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Barbara Eicher
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Justina Rutkauskaite
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Peggy Riese
- Department of Vaccinology and Applied Microbiology, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany; (P.R.); (C.A.G.)
| | - Carlos A. Guzman
- Department of Vaccinology and Applied Microbiology, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany; (P.R.); (C.A.G.)
| | - Karsten Fischer
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
| | - Simone Schmitt
- Memo Therapeutics AG, 8952 Schlieren, Switzerland; (M.H.); (M.W.); (A.Z.); (B.E.); (J.R.); (K.F.); (S.S.)
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6
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Dai S, Cao T, Shen H, Zong X, Gu W, Li H, Wei L, Huang H, Yu Y, Chen Y, Ye W, Hua F, Fan H, Shen Z. Landscape of molecular crosstalk between SARS-CoV-2 infection and cardiovascular diseases: emphasis on mitochondrial dysfunction and immune-inflammation. J Transl Med 2023; 21:915. [PMID: 38104081 PMCID: PMC10725609 DOI: 10.1186/s12967-023-04787-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/06/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND SARS-CoV-2, the pathogen of COVID-19, is a worldwide threat to human health and causes a long-term burden on the cardiovascular system. Individuals with pre-existing cardiovascular diseases are at higher risk for SARS-CoV-2 infection and tend to have a worse prognosis. However, the relevance and pathogenic mechanisms between COVID-19 and cardiovascular diseases are not yet completely comprehended. METHODS Common differentially expressed genes (DEGs) were obtained in datasets of human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) infected with SARS-CoV-2 and myocardial tissues from heart failure patients. Further GO and KEGG pathway analysis, protein-protein interaction (PPI) network construction, hub genes identification, immune microenvironment analysis, and drug candidate predication were performed. Then, an isoproterenol-stimulated myocardial hypertrophy cell model and a transverse aortic constriction-induced mouse heart failure model were employed to validate the expression of hub genes. RESULTS A total of 315 up-regulated and 78 down-regulated common DEGs were identified. Functional enrichment analysis revealed mitochondrial metabolic disorders and extensive immune inflammation as the most prominent shared features of COVID-19 and cardiovascular diseases. Then, hub DEGs, as well as hub immune-related and mitochondria-related DEGs, were screened. Additionally, nine potential therapeutic agents for COVID-19-related cardiovascular diseases were proposed. Furthermore, the expression patterns of most of the hub genes related to cardiovascular diseases in the validation dataset along with cellular and mouse myocardial damage models, were consistent with the findings of bioinformatics analysis. CONCLUSIONS The study unveiled the molecular networks and signaling pathways connecting COVID-19 and cardiovascular diseases, which may provide novel targets for intervention of COVID-19-related cardiovascular diseases.
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Affiliation(s)
- Shiyu Dai
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Ting Cao
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Han Shen
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Xuejing Zong
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Wenyu Gu
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Hanghang Li
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Lei Wei
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Haoyue Huang
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Yunsheng Yu
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Yihuan Chen
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Wenxue Ye
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Fei Hua
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Hongyou Fan
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China
| | - Zhenya Shen
- Department of Cardiovascular Surgery of the First Affiliated Hospital and Institute for Cardiovascular Science, Suzhou Medical College, Soochow University, Suzhou, 215006, China.
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7
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Wu F, Lin C, Han Y, Zhou D, Chen K, Yang M, Xiao Q, Zhang H, Li W. Multi-omic analysis characterizes molecular susceptibility of receptors to SARS-CoV-2 spike protein. Comput Struct Biotechnol J 2023; 21:5583-5600. [PMID: 38034398 PMCID: PMC10681948 DOI: 10.1016/j.csbj.2023.11.012] [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: 06/29/2023] [Revised: 11/05/2023] [Accepted: 11/05/2023] [Indexed: 12/02/2023] Open
Abstract
In the post COVID-19 era, new SARS-CoV-2 variant strains may continue emerging and long COVID is poised to be another public health challenge. Deciphering the molecular susceptibility of receptors to SARS-CoV-2 spike protein is critical for understanding the immune responses in COVID-19 and the rationale of multi-organ injuries. Currently, such systematic exploration remains limited. Here, we conduct multi-omic analysis of protein binding affinities, transcriptomic expressions, and single-cell atlases to characterize the molecular susceptibility of receptors to SARS-CoV-2 spike protein. Initial affinity analysis explains the domination of delta and omicron variants and demonstrates the strongest affinities between BSG (CD147) receptor and most variants. Further transcriptomic data analysis on 4100 experimental samples and single-cell atlases of 1.4 million cells suggest the potential involvement of BSG in multi-organ injuries and long COVID, and explain the high prevalence of COVID-19 in elders as well as the different risks for patients with underlying diseases. Correlation analysis validated moderate associations between BSG and viral RNA abundance in multiple cell types. Moreover, similar patterns were observed in primates and validated in proteomic expressions. Overall, our findings implicate important therapeutic targets for the development of receptor-specific vaccines and drugs for COVID-19.
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Affiliation(s)
- Fanjie Wu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Chenghao Lin
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yutong Han
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Dingli Zhou
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Kang Chen
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Minglei Yang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
- Department of Pathology, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Qinyuan Xiao
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Haiyue Zhang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Weizhong Li
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
- Key Laboratory of Tropical Disease Control of Ministry of Education, Sun Yat-Sen University, Guangzhou 510080, China
- Center for Precision Medicine, Sun Yat-sen University, Guangzhou 510080, China
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8
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Slavov SN, Lima ARJ, Ribeiro G, de Lima LPO, Barros CRDS, Marqueze EC, Martins AJ, Martininghi M, Palmieri M, Caldeira LAV, da Silva FEV, Cacherik G, Nicolodelli AL, Kashima S, Giovanetti M, Alcantara LCJ, Sampaio SC, Elias MC. Epidemiological and Genomic Analysis of Asymptomatic SARS-CoV-2 Infections during the Delta and Omicron Epidemic Waves in São Paulo City, Brazil. Viruses 2023; 15:2210. [PMID: 38005887 PMCID: PMC10675288 DOI: 10.3390/v15112210] [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: 09/21/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
We examined the asymptomatic rates of SARS-CoV-2 infection during the Delta and Omicron waves in the city of São Paulo. Nasopharyngeal swabs were collected at strategic points of the city (open-air markets, bus terminals, airports) for SARS-CoV-2 RNA testing. Applying the questionnaire, the symptomatic individuals were excluded, and only asymptomatic cases were analyzed. During the Delta wave, a total of 4315 samples were collected, whereas 2372 samples were collected during the first Omicron wave. The incidence of the asymptomatic SARS-CoV-2 infection was 0.6% during the Delta wave and 0.8% during the Omicron wave. No statistical differences were found in the threshold amplification cycle. However, there was a statistical difference observed in the sublineage distribution between asymptomatic and symptomatic individuals. Our study determined the incidence of asymptomatic infection by monitoring individuals who remained symptom-free, thereby providing a reliable evaluation of asymptomatic SARS-CoV-2 carriage. Our findings reveal a relatively low proportion of asymptomatic cases, which could be attributed to our rigorous monitoring protocol for the presence of clinical symptoms. Investigating asymptomatic infection rates is crucial to develop and implement effective disease control strategies.
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Affiliation(s)
- Svetoslav N. Slavov
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
- Ribeirão Preto Medical School, Ribeirão Preto 14051-140, SP, Brazil;
- Blood Center of Ribeirão Preto, Ribeirão Preto 14051-140, SP, Brazil
| | - Alex R. J. Lima
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Gabriela Ribeiro
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Loyze P. O. de Lima
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Claudia R. dos S. Barros
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Elaine C. Marqueze
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Antonio J. Martins
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Maiara Martininghi
- Health Surveillance Coordination, Municipal Health Department of São Paulo, Coordenadoria de Vigilância em Saúde (COVISA), Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (M.M.); (M.P.); (L.A.V.C.)
| | - Melissa Palmieri
- Health Surveillance Coordination, Municipal Health Department of São Paulo, Coordenadoria de Vigilância em Saúde (COVISA), Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (M.M.); (M.P.); (L.A.V.C.)
| | - Luiz A. V. Caldeira
- Health Surveillance Coordination, Municipal Health Department of São Paulo, Coordenadoria de Vigilância em Saúde (COVISA), Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (M.M.); (M.P.); (L.A.V.C.)
| | - Fabiana E. V. da Silva
- Primary Care Coordination Municipal Health Department of São Paulo, Coordenadoria de Atenção Básica, Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (F.E.V.d.S.); (G.C.); (A.L.N.)
| | - Giselle Cacherik
- Primary Care Coordination Municipal Health Department of São Paulo, Coordenadoria de Atenção Básica, Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (F.E.V.d.S.); (G.C.); (A.L.N.)
| | - Aline L. Nicolodelli
- Primary Care Coordination Municipal Health Department of São Paulo, Coordenadoria de Atenção Básica, Secretaria Municipal de São Paulo (SMS SP), São Paulo 01223-010, SP, Brazil; (F.E.V.d.S.); (G.C.); (A.L.N.)
| | - Simone Kashima
- Ribeirão Preto Medical School, Ribeirão Preto 14051-140, SP, Brazil;
- Blood Center of Ribeirão Preto, Ribeirão Preto 14051-140, SP, Brazil
- University of São Paulo, Ribeirão Preto 14051-140, SP, Brazil
| | - Marta Giovanetti
- Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (M.G.); (L.C.J.A.)
- Institute Rene Rachou Foundation Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
- Sciences and Technologies for Sustainable Development and One Health, University Campus Bio-Medico Rome, 00128 Roma, Italy
| | - Luiz Carlos Junior Alcantara
- Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (M.G.); (L.C.J.A.)
- Institute Rene Rachou Foundation Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
| | - Sandra C. Sampaio
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
| | - Maria C. Elias
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo 05507-000, SP, Brazil; (S.N.S.); (A.R.J.L.); (G.R.); (L.P.O.d.L.); (C.R.d.S.B.); (E.C.M.); (A.J.M.)
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9
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Tian C, Balmer L, Tan X. COVID-19 lessons to protect populations against future pandemics by implementing PPPM principles in healthcare. EPMA J 2023; 14:329-340. [PMID: 37605649 PMCID: PMC10439863 DOI: 10.1007/s13167-023-00331-7] [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: 02/16/2023] [Accepted: 06/26/2023] [Indexed: 07/16/2023]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has continued for more than 3 years, placing a huge burden on society worldwide. Although the World Health Organization (WHO) has declared an end to COVID-19 as a Public Health Emergency of International Concern (PHEIC), it is still considered a global threat. Previously, there has been a long debate as to whether the COVID-19 emergency will eventually end or transform into a more common infectious disease from a PHEIC, and how should countries respond to similar pandemics in the future more time-efficiently and cost-effectively. We reviewed the past, middle and current situation of COVID-19 based on bibliometric analysis and epidemiological data. Thereby, the necessity is indicated to change the paradigm from reactive healthcare services to predictive, preventive and personalised medicine (PPPM) approach, in order to effectively protect populations against COVID-19 and any future pandemics. Corresponding measures are detailed in the article including the involvement of multi-professional expertise, application of artificial intelligence, rapid diagnostics and patient stratification, and effective protection, amongst other to be considered by advanced health policy.
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Affiliation(s)
- Cuihong Tian
- Clinical Research Center, First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
- Department of Cardiology, First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
- Center for Precision Health, Edith Cowan University, Perth, WA 6027 Australia
| | - Lois Balmer
- Center for Precision Health, Edith Cowan University, Perth, WA 6027 Australia
| | - Xuerui Tan
- Clinical Research Center, First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
- Department of Cardiology, First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
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10
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Pereira PDC, Diniz DG, da Costa ER, Magalhães NGDM, da Silva ADJF, Leite JGS, Almeida NIP, Cunha KDN, de Melo MAD, Vasconcelos PFDC, Diniz JAP, Brites D, Anthony DC, Diniz CWP, Guerreiro-Diniz C. Genes, inflammatory response, tolerance, and resistance to virus infections in migratory birds, bats, and rodents. Front Immunol 2023; 14:1239572. [PMID: 37711609 PMCID: PMC10497949 DOI: 10.3389/fimmu.2023.1239572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/14/2023] [Indexed: 09/16/2023] Open
Abstract
Normally, the host immunological response to viral infection is coordinated to restore homeostasis and protect the individual from possible tissue damage. The two major approaches are adopted by the host to deal with the pathogen: resistance or tolerance. The nature of the responses often differs between species and between individuals of the same species. Resistance includes innate and adaptive immune responses to control virus replication. Disease tolerance relies on the immune response allowing the coexistence of infections in the host with minimal or no clinical signs, while maintaining sufficient viral replication for transmission. Here, we compared the virome of bats, rodents and migratory birds and the molecular mechanisms underlying symptomatic and asymptomatic disease progression. We also explore the influence of the host physiology and environmental influences on RNA virus expression and how it impacts on the whole brain transcriptome of seemingly healthy semipalmated sandpiper (Calidris pusilla) and spotted sandpiper (Actitis macularius). Three time points throughout the year were selected to understand the importance of longitudinal surveys in the characterization of the virome. We finally revisited evidence that upstream and downstream regulation of the inflammatory response is, respectively, associated with resistance and tolerance to viral infections.
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Affiliation(s)
- Patrick Douglas Corrêa Pereira
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Daniel Guerreiro Diniz
- Seção de Hepatologia, Laboratório de Microscopia Eletrônica, Instituto Evandro Chagas, Belém, Pará, Brazil
- Instituto de Ciências Biológicas, Hospital Universitário João de Barros Barreto, Laboratório de Investigações em Neurodegeneração e Infecção, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Emanuel Ramos da Costa
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
- Instituto de Ciências Biológicas, Hospital Universitário João de Barros Barreto, Laboratório de Investigações em Neurodegeneração e Infecção, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Nara Gyzely de Morais Magalhães
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Anderson de Jesus Falcão da Silva
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Jéssica Gizele Sousa Leite
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Natan Ibraim Pires Almeida
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Kelle de Nazaré Cunha
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Mauro André Damasceno de Melo
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
| | - Pedro Fernando da Costa Vasconcelos
- Centro de Ciências Biológicas e da Saúde, Universidade do Estado do Pará, Belém, Pará, Brazil
- Seção de Arbovirologia e Febres Hemorrágicas, Instituto Evandro Chagas, Ananindeua, Pará, Brazil
| | - José Antonio Picanço Diniz
- Seção de Hepatologia, Laboratório de Microscopia Eletrônica, Instituto Evandro Chagas, Belém, Pará, Brazil
| | - Dora Brites
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
- Department of Pharmaceutical Sciences and Medicines, Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
| | - Daniel Clive Anthony
- Department of Pharmacology, Laboratory of Experimental Neuropathology, University of Oxford, Oxford, United Kingdom
| | - Cristovam Wanderley Picanço Diniz
- Instituto de Ciências Biológicas, Hospital Universitário João de Barros Barreto, Laboratório de Investigações em Neurodegeneração e Infecção, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Cristovam Guerreiro-Diniz
- Ciência e Tecnologia do Pará, Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Bragança, Pará, Brazil
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11
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Zeghbib S, Kemenesi G, Jakab F. The importance of equally accessible genomic surveillance in the age of pandemics. Biol Futur 2023:10.1007/s42977-023-00164-5. [PMID: 37199870 DOI: 10.1007/s42977-023-00164-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 03/29/2023] [Indexed: 05/19/2023]
Abstract
Genomic epidemiology is now a core component in investigating the spread of a disease during an outbreak and for future preparedness to tackle emerging zoonoses. During the last decades, several viral diseases arose and emphasized the importance of molecular epidemiology in tracking the dispersal route, supporting proper mitigation measures, and appropriate vaccine development. In this perspective article, we summarized what has been done so far in the genomic epidemiology field and what should be considered in the future. We traced back the methods and protocols employed over time for zoonotic disease response. Either to small outbreaks such as the severe acute respiratory syndrome (SARS) outbreak identified first in 2002 in Guangdong, China, or to a global pandemic like the one that we are experiencing now since 2019 when the severe acute respiratory syndrome 2 (SARS-CoV-2) virus emerged in Wuhan, China, following several pneumonia cases, and subsequently spread worldwide. We explored both the benefits and shortages encountered when relying on genomic epidemiology, and we clearly present the disadvantages of inequity in accessing these tools around the world, especially in countries with less developed economies. For effectively addressing future pandemics, it is crucial to work for better sequencing equity around the globe.
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Affiliation(s)
- Safia Zeghbib
- National Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pecs, Hungary.
| | - Gábor Kemenesi
- National Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pecs, Hungary
- Faculty of Sciences, Institute of Biology, University of Pécs, Pecs, Hungary
| | - Ferenc Jakab
- National Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pecs, Hungary
- Faculty of Sciences, Institute of Biology, University of Pécs, Pecs, Hungary
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12
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Gerardi V, Rohaim MA, Naggar RFE, Atasoy MO, Munir M. Deep Structural Analysis of Myriads of Omicron Sub-Variants Revealed Hotspot for Vaccine Escape Immunity. Vaccines (Basel) 2023; 11:vaccines11030668. [PMID: 36992252 DOI: 10.3390/vaccines11030668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/14/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023] Open
Abstract
The emergence of the Omicron variant has reinforced the importance of continued SARS-CoV-2 evolution and its possible impact on vaccine effectiveness. Specifically, mutations in the receptor-binding domain (RBD) are critical to comprehend the flexibility and dynamicity of the viral interaction with the human agniotensin-converting enzyme 2 (hACE2) receptor. To this end, we have applied a string of deep structural and genetic analysis tools to map the substitution patterns in the S protein of major Omicron sub-variants (n = 51) with a primary focus on the RBD mutations. This head-to-head comparison of Omicron sub-variants revealed multiple simultaneous mutations that are attributed to antibody escape, and increased affinity and binding to hACE2. Our deep mapping of the substitution matrix indicated a high level of diversity at the N-terminal and RBD domains compared with other regions of the S protein, highlighting the importance of these two domains in a matched vaccination approach. Structural mapping identified highly variable mutations in the up confirmation of the S protein and at sites that critically define the function of the S protein in the virus pathobiology. These substitutional trends offer support in tracking mutations along the evolutionary trajectories of SAR-CoV-2. Collectively, the findings highlight critical areas of mutations across the major Omicron sub-variants and propose several hotspots in the S proteins of SARS-CoV-2 sub-variants to train the future design and development of COVID-19 vaccines.
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Affiliation(s)
- Valeria Gerardi
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
| | - Mohammed A Rohaim
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
- Department of Virology, Faculty of Veterinary Medicine, Cairo University, Giza 12211, Egypt
| | - Rania F El Naggar
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
- Department of Virology, Faculty of Veterinary Medicine, University of Sadat City, Sadat 32897, Egypt
| | - Mustafa O Atasoy
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
| | - Muhammad Munir
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
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13
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Cai Y, Liu M, Wu Z, Tian C, Qiu S, Li Z, Xu F, Li W, Zheng Y, Xu A, Xie L, Tan X. Diagnostic accuracy of autoverification and guidance system for COVID-19 RT-PCR results. EPMA J 2023; 14:119-129. [PMID: 36540610 PMCID: PMC9755791 DOI: 10.1007/s13167-022-00310-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 12/05/2022] [Indexed: 12/21/2022]
Abstract
BACKGROUND To date, most countries worldwide have declared that the pandemic of COVID-19 is over, while the WHO has not officially ended the COVID-19 pandemic, and China still insists on the personalized dynamic COVID-free policy. Large-scale nucleic acid testing in Chinese communities and the manual interpretation for SARS-CoV-2 nucleic acid detection results pose a huge challenge for labour, quality and turnaround time (TAT) requirements. To solve this specific issue while increase the efficiency and accuracy of interpretation, we created an autoverification and guidance system (AGS) that can automatically interpret and report the COVID-19 reverse transcriptase-polymerase chain reaction (RT-PCR) results relaying on computer-based autoverification procedure and then validated its performance in real-world environments. This would be conductive to transmission risk prediction, COVID-19 prevention and control and timely medical treatment for positive patients in the context of the predictive, preventive and personalized medicine (PPPM). METHODS A diagnostic accuracy test was conducted with 380,693 participants from two COVID-19 test sites in China, the Hong Kong Hybribio Medical Laboratory (n = 266,035) and the mobile medical shelter at a Shanghai airport (n = 114,658). These participants underwent SARS-CoV-2 RT-PCR from March 28 to April 10, 2022. All RT-PCR results were interpreted by laboratorians and by using AGS simultaneously. Considering the manual interpretation as gold standard, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy were applied to evaluate the diagnostic value of the AGS on the interpretation of RT-PCR results. RESULTS Among the 266,035 samples in Hong Kong, there were 16,356 (6.15%) positive, 231,073 (86.86%) negative, 18,606 (6.99%) indefinite, 231,073 (86.86%, negative) no retest required and 34,962 (13.14%, positive and indefinite) retest required; the 114,658 samples in Shanghai consisted of 76 (0.07%) positive, 109,956 (95.90%) negative, 4626 (4.03%) indefinite, 109,956 (95.90%, negative) no retest required and 4702 (4.10%, positive and indefinite) retest required. Compared to the fashioned manual interpretation, the AGS is a procedure of high accuracy [99.96% (95%CI, 99.95-99.97%) in Hong Kong and 100% (95%CI, 100-100%) in Shanghai] with perfect sensitivity [99.98% (95%CI, 99.97-99.98%) in Hong Kong and 100% (95%CI, 100-100%) in Shanghai], specificity [99.87% (95%CI, 99.82-99.90%) in Hong Kong and 100% (95%CI, 99.92-100%) in Shanghai], PPV [99.98% (95%CI, 99.97-99.99%) in Hong Kong and 100% (95%CI, 99.99-100%) in Shanghai] and NPV [99.85% (95%CI, 99.80-99.88%) in Hong Kong and 100% (95%CI, 99.90-100%) in Shanghai]. The need for manual interpretation of total samples was dramatically reduced from 100% to 13.1% and the interpretation time fell from 53 h to 26 min in Hong Kong; while the manual interpretation of total samples was decreased from 100% to 4.1% and the interpretation time dropped from 20 h to 16 min at Shanghai. CONCLUSIONS The AGS is a procedure of high accuracy and significantly relieves both labour and time from the challenge of large-scale screening of SARS-CoV-2 using RT-PCR. It should be recommended as a powerful screening, diagnostic and predictive system for SARS-CoV-2 to contribute timely the ending of the COVID-19 pandemic following the concept of PPPM.
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Affiliation(s)
- Yingmu Cai
- Joint Laboratory of Shantou University Medical College and Guangdong Hybribio Biotech Ltd, Shantou University Medical College, Shantou, 515041 Guangdong China
- Hybribio Medical Laboratory Group Ltd, Chaozhou, 521000 Guangdong China
- Clinical Research Centre, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Mengyu Liu
- Joint Laboratory of Shantou University Medical College and Guangdong Hybribio Biotech Ltd, Shantou University Medical College, Shantou, 515041 Guangdong China
- Clinical Research Centre, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Zhiyuan Wu
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, 100069 China
- Centre for Precision Health, Edith Cowan University, Perth, WA 6027 Australia
| | - Cuihong Tian
- Clinical Research Centre, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
- Centre for Precision Health, Edith Cowan University, Perth, WA 6027 Australia
- Department of Cardiovascular Medicine, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Song Qiu
- Hybribio Medical Laboratory Group Ltd, Chaozhou, 521000 Guangdong China
| | - Zhen Li
- Human Papillomavirus Molecular Diagnostic Engineering Technology Research Centre, Chaozhou, 521000 Guangdong China
| | - Feng Xu
- Human Papillomavirus Molecular Diagnostic Engineering Technology Research Centre, Chaozhou, 521000 Guangdong China
| | - Wei Li
- Joint Laboratory of Shantou University Medical College and Guangdong Hybribio Biotech Ltd, Shantou University Medical College, Shantou, 515041 Guangdong China
- Clinical Research Centre, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Yan Zheng
- Department of Research and Development, Guangdong Research Institute of Genetic Diagnostic and Engineering Technologies for Thalassemia, Chaozhou, 521011 Guangdong China
| | - Aijuan Xu
- Human Papillomavirus Molecular Diagnostic Engineering Technology Research Centre, Chaozhou, 521000 Guangdong China
| | - Longxu Xie
- Hybribio Medical Laboratory Group Ltd, Chaozhou, 521000 Guangdong China
- Human Papillomavirus Molecular Diagnostic Engineering Technology Research Centre, Chaozhou, 521000 Guangdong China
| | - Xuerui Tan
- Clinical Research Centre, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong China
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14
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Gomari MM, Tarighi P, Choupani E, Abkhiz S, Mohamadzadeh M, Rostami N, Sadroddiny E, Baammi S, Uversky VN, Dokholyan NV. Structural evolution of Delta lineage of SARS-CoV-2. Int J Biol Macromol 2023; 226:1116-1140. [PMID: 36435470 PMCID: PMC9683856 DOI: 10.1016/j.ijbiomac.2022.11.227] [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: 08/17/2022] [Revised: 11/19/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
One of the main obstacles in prevention and treatment of COVID-19 is the rapid evolution of the SARS-CoV-2 Spike protein. Given that Spike is the main target of common treatments of COVID-19, mutations occurring at this virulent factor can affect the effectiveness of treatments. The B.1.617.2 lineage of SARS-CoV-2, being characterized by many Spike mutations inside and outside of its receptor-binding domain (RBD), shows high infectivity and relative resistance to existing cures. Here, utilizing a wide range of computational biology approaches, such as immunoinformatics, molecular dynamics (MD), analysis of intrinsically disordered regions (IDRs), protein-protein interaction analyses, residue scanning, and free energy calculations, we examine the structural and biological attributes of the B.1.617.2 Spike protein. Furthermore, the antibody design protocol of Rosetta was implemented for evaluation the stability and affinity improvement of the Bamlanivimab (LY-CoV55) antibody, which is not capable of interactions with the B.1.617.2 Spike. We observed that the detected mutations in the Spike of the B1.617.2 variant of concern can cause extensive structural changes compatible with the described variation in immunogenicity, secondary and tertiary structure, oligomerization potency, Furin cleavability, and drug targetability. Compared to the Spike of Wuhan lineage, the B.1.617.2 Spike is more stable and binds to the Angiotensin-converting enzyme 2 (ACE2) with higher affinity.
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Affiliation(s)
- Mohammad Mahmoudi Gomari
- Student Research Committee, Iran University of Medical Sciences, Tehran 1449614535, Iran,Department of Medical Biotechnology, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Parastoo Tarighi
- Department of Medical Biotechnology, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Edris Choupani
- Department of Medical Biotechnology, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Shadi Abkhiz
- Department of Medical Biotechnology, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran 1449614535, Iran
| | - Masoud Mohamadzadeh
- Department of Chemistry, Faculty of Sciences, University of Hormozgan, Bandar Abbas 7916193145, Iran
| | - Neda Rostami
- Department of Chemical Engineering, Faculty of Engineering, Arak University, Arak 3848177584, Iran
| | - Esmaeil Sadroddiny
- Medical Biotechnology Department, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran 1417613151, Iran
| | - Soukayna Baammi
- African Genome Centre (AGC), Mohammed VI Polytechnic University, Benguerir 43150, Morocco
| | - Vladimir N. Uversky
- Department of Molecular Medicine and USF Health Byrd Alzheimer's Research Institute, Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA,Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology, 141700 Dolgoprudny, Russia,Correspondence to: V.N. Uversky, Department of Molecular Medicine and USF Health Byrd Alzheimer's Research Institute, Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA
| | - Nikolay V. Dokholyan
- Department of Pharmacology, Department of Biochemistry & Molecular Biology, Pennsylvania State University College of Medicine, Hershey, PA 16802, USA,Corresponding author
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15
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Liu X, Jiang L, Li L, Lu F, Liu F. Bionics design of affinity peptide inhibitors for SARS-CoV-2 RBD to block SARS-CoV-2 RBD-ACE2 interactions. Heliyon 2023; 9:e12890. [PMID: 36686609 PMCID: PMC9836997 DOI: 10.1016/j.heliyon.2023.e12890] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 12/30/2022] [Accepted: 01/06/2023] [Indexed: 01/14/2023] Open
Abstract
Coronavirus Disease 2019 (COVID-19), has already posed serious threats and impacts on the health of the population and the country's economy. Therefore, it is of great theoretical significance and practical application value to better understand the process of COVID-19 infection and develop effective therapeutic drugs. It is known that the receptor-binding structural domain (SARS-CoV-2 RBD) on the spike protein of the novel coronavirus directly mediates its interaction with the host receptor angiotensin-converting enzyme 2 (ACE2), and thus blocking SARS-CoV-2 RBD-ACE2 interaction is capable of inhibiting SARS-CoV-2 infection. Firstly, the interaction mechanism between SARS-CoV-2RBD-ACE2 was explored using molecular dynamics simulation (MD) coupled with molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) free energy calculation method. The results of energy analysis showed that the key residues R403, R408, K417, and Y505 of SARS-CoV-2 RBD and the key residues D30, E37, D38, and Y41 of ACE2 were identified. Therefore, according to the hotspot residues of ACE2 and their distribution, a short peptide library of high-affinity SARS-CoV-2 RBD was constructed. And by using molecular docking virtual screening, six short peptides including DDFEDY, DEFEDY, DEYEDY, DFVEDY, DFHEDY, and DSFEDY with high affinity for SARS-CoV-2 RBD were identified. The results of MD simulation further confirmed that DDFEDY, DEYEDY, and DFVEDY are expected to be effective inhibitors. Finally, the allergenicity, toxicity and solubility properties of the three peptide inhibitors were validated.
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Affiliation(s)
- Xiaofeng Liu
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education; Tianjin Key Laboratory of Industrial Microbiology, PR China,College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, PR China
| | - Luying Jiang
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education; Tianjin Key Laboratory of Industrial Microbiology, PR China,College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, PR China
| | - Li Li
- College of Marine and Environmental Science, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Fuping Lu
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education; Tianjin Key Laboratory of Industrial Microbiology, PR China,College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, PR China
| | - Fufeng Liu
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education; Tianjin Key Laboratory of Industrial Microbiology, PR China,College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, PR China,Corresponding author. Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education; Tianjin Key Laboratory of Industrial Microbiology, PR China.
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16
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Zhou S, Zou H, Wang Y, Lo GV, Yuan S. Atomic Mechanisms of Transthyretin Tetramer Dissociation Studied by Molecular Dynamics Simulations. J Chem Inf Model 2022; 62:6667-6678. [PMID: 35993568 DOI: 10.1021/acs.jcim.2c00447] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The dissociation of the transthyretin (TTR) tetramer into a monomer is closely related to various TTR amyloidoses in humans. While the tetramer dissociation has been reported to be the rate-limiting step for TTR aggregation, few details are known about the mechanism. Here, molecular dynamics (MD) simulations were performed by combining conventional MD and biased metadynamics to investigate the mechanism for the wild-type (WT) and mutant (T119M) structures. Both were found to have a great deal in common. Conventional MD simulations reveal that interfacial hydrophobic interactions contribute significantly to stabilize the tetramer. Interfacial residues including L17, V20, L110, and V121 with close contacts form a hydrophobic channel. Metadynamics simulations indicate that the mouth opening of the hydrophobic channel is the first and the most difficult step for dissociation. Interactions of V20 between opposing dimers lock four monomers into the tetramer, and disruption of the interactions is found to be involved in the final step. During the dissociation, an increasing extent of solvation was observed by calculating the radial distribution functions of water around interfacial hydrophobic residues, suggesting that water plays a role in driving the tetramer dissociation. Moreover, compared to T119, residue M119 has a longer side chain that extends into the hydrophobic channel, making solvation more difficult, consistent with a higher energy barrier for dissociation of the T119M tetramer. This result provides a good explanation for the protective role of the T119M mutation. Overall, this study can provide atomic-level insights to better understand the pathogenesis of TTR amyloidosis and guide rational drug design in the future.
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Affiliation(s)
- Shuangyan Zhou
- Chongqing Key Laboratory on Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
| | - Huizhen Zou
- Chongqing Key Laboratory on Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
| | - Yu Wang
- Chongqing Key Laboratory on Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
| | - Glenn V Lo
- Department of Chemistry and Physical Sciences, Nicholls State University, P.O. Box 2022, Thibodaux, Louisiana 70310, United States
| | - Shuai Yuan
- Chongqing Key Laboratory on Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
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17
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Jiang Y, Rubin L, Zhou Z, Zhang H, Su Q, Hou ST, Lazarovici P, Zheng W. Pharmacological therapies and drug development targeting SARS-CoV-2 infection. Cytokine Growth Factor Rev 2022; 68:13-24. [PMID: 36266222 PMCID: PMC9558743 DOI: 10.1016/j.cytogfr.2022.10.003] [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: 07/27/2022] [Revised: 10/07/2022] [Accepted: 10/07/2022] [Indexed: 01/30/2023]
Abstract
The development of therapies for SARS-CoV-2 infection, based on virus biology and pathology, and of large- and small-scale randomized controlled trials, have brought forward several antiviral and immunomodulatory drugs targeting the disease severity. Casirivimab/Imdevimab monoclonal antibodies and convalescent plasma to prevent virus entry, Remdesivir, Molnupiravir, and Paxlovid nucleotide analogs to prevent viral replication, a variety of repurposed JAK-STAT signaling pathway inhibitors, corticosteroids, and recombinant agonists/antagonists of cytokine and interferons have been found to provide clinical benefits in terms of mortality and hospitalization. However, current treatment options face multiple clinical needs, and therefore, in this review, we provide an update on the challenges of the existing therapeutics and highlight drug development strategies for COVID-19 therapy, based on ongoing clinical trials, meta-analyses, and clinical case reports.
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Affiliation(s)
- Yizhou Jiang
- Centre of Reproduction, Development and Aging and Institute of Translation Medicine, Faculty of Health Sciences, University of Macau, Macau 999078, China,Brain Research Centre and Department of Biology, School of Life Science, Southern University of Science and Technology, 1088 Xueyuan Blvd, Nanshan District, Shenzhen, Guangdong Province 518055, China
| | - Limor Rubin
- Allergy and Clinical Immunology Unit, Department of Medicine, Hadassah-Hebrew University Medical Center, Jerusalem 9112001, Israel
| | - Zhiwei Zhou
- Centre of Reproduction, Development and Aging and Institute of Translation Medicine, Faculty of Health Sciences, University of Macau, Macau 999078, China
| | - Haibo Zhang
- Anesthesia, Critical Care Medicine and Physiology, St. Michael’s Hospital, University of Toronto, Ontario, Canada
| | - Qiaozhu Su
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Belfast BT9 5DL, United Kingdom
| | - Sheng-Tao Hou
- Brain Research Centre and Department of Biology, School of Life Science, Southern University of Science and Technology, 1088 Xueyuan Blvd, Nanshan District, Shenzhen, Guangdong Province 518055, China,Correspondence to: Brain Research Centre and Department of Biology, Southern University of Science and Technology, 1088 Xueyuan Blvd, Nanshan District, Shenzhen, Guangdong Province 518055, China
| | - Philip Lazarovici
- Pharmacology, School of Pharmacy Institute for Drug Research, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112002, Israel
| | - Wenhua Zheng
- Centre of Reproduction, Development and Aging and Institute of Translation Medicine, Faculty of Health Sciences, University of Macau, Macau 999078, China,Correspondence to: Faculty of Health Sciences, University of Macau, Room 3057, Building E12, Avenida de Universidade, Taipa, Macau, China
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18
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Takaoka Y, Sugano A, Morinaga Y, Ohta M, Miura K, Kataguchi H, Kumaoka M, Kimura S, Maniwa Y. Prediction of infectivity of SARS-CoV2: Mathematical model with analysis of docking simulation for spike proteins and angiotensin-converting enzyme 2. MICROBIAL RISK ANALYSIS 2022; 22:100227. [PMID: 35756961 PMCID: PMC9212987 DOI: 10.1016/j.mran.2022.100227] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/15/2022] [Accepted: 06/15/2022] [Indexed: 05/13/2023]
Abstract
OBJECTIVES Variants of a coronavirus (SARS-CoV-2) have been spreading in a global pandemic. Improved understanding of the infectivity of future new variants is important so that effective countermeasures against them can be quickly undertaken. In our research reported here, we aimed to predict the infectivity of SARS-CoV-2 by using a mathematical model with molecular simulation analysis, and we used phylogenetic analysis to determine the evolutionary distance of the spike protein gene (S gene) of SARS-CoV-2. METHODS We subjected the six variants and the wild type of spike protein and human angiotensin-converting enzyme 2 (ACE2) to molecular docking simulation analyses to understand the binding affinity of spike protein and ACE2. We then utilized regression analysis of the correlation coefficient of the mathematical model and the infectivity of SARS-CoV-2 to predict infectivity. RESULTS The evolutionary distance of the S gene correlated with the infectivity of SARS-CoV-2 variants. The calculated biding affinity for the mathematical model obtained with results of molecular docking simulation also correlated with the infectivity of SARS-CoV-2 variants. These results suggest that the data from the docking simulation for the receptor binding domain of variant spike proteins and human ACE2 were valuable for prediction of SARS-CoV-2 infectivity. CONCLUSION We developed a mathematical model for prediction of SARS-CoV-2 variant infectivity by using binding affinity obtained via molecular docking and the evolutionary distance of the S gene.
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Affiliation(s)
- Yutaka Takaoka
- Department of Computational Drug Design and Mathematical Medicine, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
- Data Science Center for Medicine and Hospital Management, Toyama University Hospital, Toyama 930-0194, Japan
- Center for Advanced Antibody Drug Development, University of Toyama, Toyama 930-0194, Japan
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
- Life Science Institute, Kobe Tokiwa University, Kobe, Hyogo 653-0838, Japan
| | - Aki Sugano
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
- Center for Clinical Research, Toyama University Hospital, Toyama 930-0194, Japan
| | - Yoshitomo Morinaga
- Department of Microbiology, Toyama University Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
| | - Mika Ohta
- Department of Computational Drug Design and Mathematical Medicine, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
- Data Science Center for Medicine and Hospital Management, Toyama University Hospital, Toyama 930-0194, Japan
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
- Life Science Institute, Kobe Tokiwa University, Kobe, Hyogo 653-0838, Japan
| | - Kenji Miura
- Data Science Center for Medicine and Hospital Management, Toyama University Hospital, Toyama 930-0194, Japan
| | - Haruyuki Kataguchi
- Department of Computational Drug Design and Mathematical Medicine, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
- Data Science Center for Medicine and Hospital Management, Toyama University Hospital, Toyama 930-0194, Japan
| | - Minoru Kumaoka
- Data Science Center for Medicine and Hospital Management, Toyama University Hospital, Toyama 930-0194, Japan
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Shigemi Kimura
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Yoshimasa Maniwa
- Department of Medical Systems, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
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19
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Pitsillou E, Liang JJ, Beh RC, Hung A, Karagiannis TC. Molecular dynamics simulations highlight the altered binding landscape at the spike-ACE2 interface between the Delta and Omicron variants compared to the SARS-CoV-2 original strain. Comput Biol Med 2022; 149:106035. [PMID: 36055162 PMCID: PMC9420038 DOI: 10.1016/j.compbiomed.2022.106035] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 08/15/2022] [Accepted: 08/20/2022] [Indexed: 11/21/2022]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) B.1.1.529 variant (Omicron), represents a significant deviation in genetic makeup and function compared to previous variants. Following the BA.1 sublineage, the BA.2 and BA.3 Omicron subvariants became dominant, and currently the BA.4 and BA.5, which are quite distinct variants, have emerged. Using molecular dynamics simulations, we investigated the binding characteristics of the Delta and Omicron (BA.1) variants in comparison to wild-type (WT) at the interface of the spike protein receptor binding domain (RBD) and human angiotensin converting enzyme-2 (ACE2) ectodomain. The primary aim was to compare our molecular modelling systems with previously published observations, to determine the robustness of our approach for rapid prediction of emerging future variants. Delta and Omicron were found to bind to ACE2 with similar affinities (−39.4 and −43.3 kcal/mol, respectively) and stronger than WT (−33.5 kcal/mol). In line with previously published observations, the energy contributions of the non-mutated residues at the interface were largely retained between WT and the variants, with F456, F486, and Y489 having the strongest energy contributions to ACE2 binding. Further, residues N440K, Q498R, and N501Y were predicted to be energetically favourable in Omicron. In contrast to Omicron, which had the E484A and K417N mutations, intermolecular bonds were detected for the residue pairs E484:K31 and K417:D30 in WT and Delta, in accordance with previously published findings. Overall, our simplified molecular modelling approach represents a step towards predictive model systems for rapidly analysing arising variants of concern.
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20
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Verma S, Patil VM, Gupta MK. Mutation informatics: SARS-CoV-2 receptor-binding domain of the spike protein. Drug Discov Today 2022; 27:103312. [PMID: 35787481 PMCID: PMC9250815 DOI: 10.1016/j.drudis.2022.06.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 06/06/2022] [Accepted: 06/29/2022] [Indexed: 01/31/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) undergoes mutations at a high rate and with frequent genetic reassortment (antigenic drift/shift), leading to variability in targets. The receptor-binding domain (RBD) of the spike (S) protein has a major role in the binding of SARS-CoV-2 with human angiotensin-converting enzyme 2 (ACE2). Mutations at the RBD influence the binding interaction at the SARS-CoV-2 S-ACE2 interface and impact viral pathogenicity. Here, we discuss different reported mutations of concern in RBD, physicochemical characteristic changes resulting from mutated amino acids and their effect on binding between the RBD and ACE2. Along with mutation informatics, we highlight recently developed small-molecule inhibitors of RBD and the ACE2 interface. This information provides a rational basis for the design of inhibitors against the multivariant strains of SARS-CoV-2.
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Affiliation(s)
- Saroj Verma
- Department of Pharmaceutical Chemistry, SGT College of Pharmacy, SGT University, Gurugram, Haryana 122505, India,Corresponding author
| | - Vaishali M. Patil
- Department of Pharmaceutical Chemistry, KIET School of Pharmacy, KIET Group of Institutions, Delhi-NCR, Ghaziabad, Uttar Pradesh 201206, India
| | - Manish K. Gupta
- Department of Pharmaceutical Chemistry, SGT College of Pharmacy, SGT University, Gurugram, Haryana 122505, India
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21
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Bonifacio MA, Laterza R, Vinella A, Schirinzi A, Defilippis M, Di Serio F, Ostuni A, Fasanella A, Mariggiò MA. Correlation between In Vitro Neutralization Assay and Serological Tests for Protective Antibodies Detection. Int J Mol Sci 2022; 23:ijms23179566. [PMID: 36076960 PMCID: PMC9455156 DOI: 10.3390/ijms23179566] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/20/2022] [Accepted: 08/21/2022] [Indexed: 11/21/2022] Open
Abstract
Serological assays are useful in investigating the development of humoral immunity against SARS-CoV-2 in the context of epidemiological studies focusing on the spread of protective immunity. The plaque reduction neutralization test (PRNT) is the gold standard method to assess the titer of protective antibodies in serum samples. However, to provide a result, the PRNT requires several days, skilled operators, and biosafety level 3 laboratories. Therefore, alternative methods are being assessed to establish a relationship between their outcomes and PRNT results. In this work, four different immunoassays (Roche Elecsys® Anti SARS-CoV-2 S, Snibe MAGLUMI® SARS-CoV-2 S-RBD IgG, Snibe MAGLUMI® 2019-nCoV IgG, and EUROIMMUN® SARS-CoV-2 NeutraLISA assays, respectively) have been performed on individuals healed after SARS-CoV-2 infection. The correlation between each assay and the reference method has been explored through linear regression modeling, as well as through the calculation of Pearson’s and Spearman’s coefficients. Furthermore, the ability of serological tests to discriminate samples with high titers of neutralizing antibodies (>160) has been assessed by ROC curve analyses, Cohen’s Kappa coefficient, and positive predictive agreement. The EUROIMMUN® NeutraLISA assay displayed the best correlation with PRNT results (Pearson and Spearman coefficients equal to 0.660 and 0.784, respectively), as well as the ROC curve with the highest accuracy, sensitivity, and specificity (0.857, 0.889, and 0.829, respectively).
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Affiliation(s)
- Maria Addolorata Bonifacio
- Department of Biomedical Sciences and Human Oncology, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Riccardo Laterza
- Department of Biomedical Sciences and Human Oncology, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Angela Vinella
- Department of Biomedical Sciences and Human Oncology, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Annalisa Schirinzi
- Clinical Pathology Unit, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Mariangela Defilippis
- Immunohematology and Transfusion Medicine Service, Azienda Ospedaliero-Universitaria Consorziale Policlinico di Bari, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Francesca Di Serio
- Clinical Pathology Unit, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Angelo Ostuni
- Immunohematology and Transfusion Medicine Service, Azienda Ospedaliero-Universitaria Consorziale Policlinico di Bari, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Antonio Fasanella
- Istituto Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, 71121 Foggia, Italy
| | - Maria Addolorata Mariggiò
- Department of Biomedical Sciences and Human Oncology, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
- Correspondence:
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22
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RBD-VLP Vaccines Adjuvanted with Alum or SWE Protect K18-hACE2 Mice against SARS-CoV-2 VOC Challenge. mSphere 2022; 7:e0024322. [PMID: 35968964 PMCID: PMC9429941 DOI: 10.1128/msphere.00243-22] [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] [Indexed: 11/20/2022] Open
Abstract
The ongoing COVID-19 pandemic has contributed largely to the global vaccine disparity. Development of protein subunit vaccines can help alleviate shortages of COVID-19 vaccines delivered to low-income countries. Here, we evaluated the efficacy of a three-dose virus-like particle (VLP) vaccine composed of hepatitis B surface antigen (HBsAg) decorated with the receptor binding domain (RBD) from the Wuhan or Beta SARS-CoV-2 strain adjuvanted with either aluminum hydroxide (alum) or squalene in water emulsion (SWE). RBD HBsAg vaccines were compared to the standard two doses of Pfizer mRNA vaccine. Alum-adjuvanted vaccines were composed of either HBsAg conjugated with Beta RBD alone (β RBD HBsAg+Al) or a combination of both Beta RBD HBsAg and Wuhan RBD HBsAg (β/Wu RBD HBsAg+Al). RBD vaccines adjuvanted with SWE were formulated with Beta RBD HBsAg (β RBD HBsAg+SWE) or without HBsAg (β RBD+SWE). Both alum-adjuvanted RBD HBsAg vaccines generated functional RBD IgG against multiple SARS-CoV-2 variants of concern (VOC), decreased viral RNA burden, and lowered inflammation in the lung against Alpha or Beta challenge in K18-hACE2 mice. However, only β/Wu RBD HBsAg+Al was able to afford 100% survival to mice challenged with Alpha or Beta VOC. Furthermore, mice immunized with β RBD HBsAg+SWE induced cross-reactive neutralizing antibodies against major VOC of SARS-CoV-2, lowered viral RNA burden in the lung and brain, and protected mice from Alpha or Beta challenge similarly to mice immunized with Pfizer mRNA. However, RBD+SWE immunization failed to protect mice from VOC challenge. Our findings demonstrate that RBD HBsAg VLP vaccines provided similar protection profiles to the approved Pfizer mRNA vaccines used worldwide and may offer protection against SARS-CoV-2 VOC. IMPORTANCE Global COVID-19 vaccine distribution to low-income countries has been a major challenge of the pandemic. To address supply chain issues, RBD virus-like particle (VLP) vaccines that are cost-effective and capable of large-scale production were developed and evaluated for efficacy in preclinical mouse studies. We demonstrated that RBD-VLP vaccines protected K18-hACE2 mice against Alpha or Beta challenge similarly to Pfizer mRNA vaccination. Our findings showed that the VLP platform can be utilized to formulate immunogenic and efficacious COVID-19 vaccines.
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23
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Wines BD, Kurtovic L, Trist HM, Esparon S, Lopez E, Chappin K, Chan LJ, Mordant FL, Lee WS, Gherardin NA, Patel SK, Hartley GE, Pymm P, Cooney JP, Beeson JG, Godfrey DI, Burrell LM, van Zelm MC, Wheatley AK, Chung AW, Tham WH, Subbarao K, Kent SJ, Hogarth PM. Fc engineered ACE2-Fc is a potent multifunctional agent targeting SARS-CoV2. Front Immunol 2022; 13:889372. [PMID: 35967361 PMCID: PMC9369017 DOI: 10.3389/fimmu.2022.889372] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 06/27/2022] [Indexed: 01/26/2023] Open
Abstract
Joining a function-enhanced Fc-portion of human IgG to the SARS-CoV-2 entry receptor ACE2 produces an antiviral decoy with strain transcending virus neutralizing activity. SARS-CoV-2 neutralization and Fc-effector functions of ACE2-Fc decoy proteins, formatted with or without the ACE2 collectrin domain, were optimized by Fc-modification. The different Fc-modifications resulted in distinct effects on neutralization and effector functions. H429Y, a point mutation outside the binding sites for FcγRs or complement caused non-covalent oligomerization of the ACE2-Fc decoy proteins, abrogated FcγR interaction and enhanced SARS-CoV-2 neutralization. Another Fc mutation, H429F did not improve virus neutralization but resulted in increased C5b-C9 fixation and transformed ACE2-Fc to a potent mediator of complement-dependent cytotoxicity (CDC) against SARS-CoV-2 spike (S) expressing cells. Furthermore, modification of the Fc-glycan enhanced cell activation via FcγRIIIa. These different immune profiles demonstrate the capacity of Fc-based agents to be engineered to optimize different mechanisms of protection for SARS-CoV-2 and potentially other viral pathogens.
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Affiliation(s)
- Bruce D. Wines
- Immune therapies Laboratory, Burnet Institute, Melbourne, VIC, Australia,Life Sciences, Burnet Institute, Melbourne, VIC, Australia,Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia,Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, Australia
| | - Liriye Kurtovic
- Life Sciences, Burnet Institute, Melbourne, VIC, Australia,Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Halina M. Trist
- Immune therapies Laboratory, Burnet Institute, Melbourne, VIC, Australia
| | - Sandra Esparon
- Immune therapies Laboratory, Burnet Institute, Melbourne, VIC, Australia
| | - Ester Lopez
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Klasina Chappin
- Immune therapies Laboratory, Burnet Institute, Melbourne, VIC, Australia
| | - Li-Jin Chan
- Infectious Diseases and Immune Defence Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia,Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Francesca L. Mordant
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Wen Shi Lee
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Nicholas A. Gherardin
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Sheila K. Patel
- Department of Medicine, Austin Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Gemma E. Hartley
- Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Phillip Pymm
- Infectious Diseases and Immune Defence Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia,Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - James P. Cooney
- Infectious Diseases and Immune Defence Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia,Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - James G. Beeson
- Life Sciences, Burnet Institute, Melbourne, VIC, Australia,Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia,Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia,Department of Microbiology, Monash University, Clayton VIC, Australia
| | - Dale I. Godfrey
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Louise M. Burrell
- Department of Medicine, Austin Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Menno C. van Zelm
- Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia,Department of Allergy, Immunology and Respiratory Medicine, Central Clinical School, Alfred Hospital, Melbourne, VIC, Australia
| | - Adam K. Wheatley
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia,Australian Research Council Centre for Excellence in Convergent Bio-Nano Science and Technology, The University of Melbourne, Melbourne, VIC, Australia
| | - Amy W. Chung
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Wai-Hong Tham
- Infectious Diseases and Immune Defence Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia,Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Kanta Subbarao
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia,World Health Organization (WHO) Collaborating Centre for Reference and Research on Influenza, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Stephen J. Kent
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia,Australian Research Council Centre for Excellence in Convergent Bio-Nano Science and Technology, The University of Melbourne, Melbourne, VIC, Australia,Melbourne Sexual Health Centre and Department of Infectious Diseases, Alfred Hospital and Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - P. Mark Hogarth
- Immune therapies Laboratory, Burnet Institute, Melbourne, VIC, Australia,Life Sciences, Burnet Institute, Melbourne, VIC, Australia,Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia,*Correspondence: P. Mark Hogarth,
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24
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Poustforoosh A, Hashemipour H, Tüzün B, Azadpour M, Faramarz S, Pardakhty A, Mehrabani M, Nematollahi MH. The Impact of D614G Mutation of SARS-COV-2 on the Efficacy of Anti-viral Drugs: A Comparative Molecular Docking and Molecular Dynamics Study. Curr Microbiol 2022; 79:241. [PMID: 35792936 PMCID: PMC9258457 DOI: 10.1007/s00284-022-02921-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 06/01/2022] [Indexed: 02/07/2023]
Abstract
D614G is one of the most reported mutations in the spike protein of SARS-COV-2 that has altered some crucial characteristics of coronaviruses, such as rate of infection and binding affinities. The binding affinity of different antiviral drugs was evaluated using rigid molecular docking. The reliability of the docking results was evaluated with the induced-fit docking method, and a better understanding of the drug-protein interactions was performed using molecular dynamics simulation. The results show that the D614G variant could change the binding affinity of antiviral drugs and spike protein remarkably. Although Cytarabine showed an appropriate interaction with the wild spike protein, Ribavirin and PMEG diphosphate exhibited a significant binding affinity to the mutated spike protein. The parameters of the ADME/T analysis showed that these drugs are suitable for further in-vitro and in-vivo investigation. D614G alteration affected the binding affinity of the RBD and its receptor on the cell surface.
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Affiliation(s)
- Alireza Poustforoosh
- Chemical Engineering Department, Faculty of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran
| | - Hassan Hashemipour
- Chemical Engineering Department, Faculty of Engineering, Vali-e-Asr, University of Rafsanjan, Rafsanjan, Iran.
| | - Burak Tüzün
- Department of Chemistry, Faculty of Science, Sivas Cumhuriyet University, Sivas, Turkey
| | - Mahdiyeh Azadpour
- Chemical Engineering Department, Faculty of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran
| | - Sanaz Faramarz
- Department of Biochemistry, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Abbas Pardakhty
- Pharmaceutics Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Mehrnaz Mehrabani
- Physiology Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohammad Hadi Nematollahi
- Department of Biochemistry, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran. .,Herbal and Traditional Medicines Research Center, Kerman University of Medical Sciences, Kerman, Iran.
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25
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Lai YC, Cheng YW, Chao CH, Chang YY, Chen CD, Tsai WJ, Wang S, Lin YS, Chang CP, Chuang WJ, Chen LY, Wang YR, Chang SY, Huang W, Wang JR, Tseng CK, Lin CK, Chuang YC, Yeh TM. Antigenic Cross-Reactivity Between SARS-CoV-2 S1-RBD and Its Receptor ACE2. Front Immunol 2022; 13:868724. [PMID: 35603169 PMCID: PMC9114768 DOI: 10.3389/fimmu.2022.868724] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 04/07/2022] [Indexed: 11/27/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an emerging virus responsible for the ongoing COVID-19 pandemic. SARS-CoV-2 binds to the human cell receptor angiotensin-converting enzyme 2 (ACE2) through its receptor-binding domain in the S1 subunit of the spike protein (S1-RBD). The serum levels of autoantibodies against ACE2 are significantly higher in patients with COVID-19 than in controls and are associated with disease severity. However, the mechanisms through which these anti-ACE2 antibodies are induced during SARS-CoV-2 infection are unclear. In this study, we confirmed the increase in antibodies against ACE2 in patients with COVID-19 and found a positive correlation between the amounts of antibodies against ACE2 and S1-RBD. Moreover, antibody binding to ACE2 was significantly decreased in the sera of some COVID-19 patients after preadsorption of the sera with S1-RBD, which indicated that antibodies against S1-RBD can cross-react with ACE2. To confirm this possibility, two monoclonal antibodies (mAbs 127 and 150) which could bind to both S1-RBD and ACE2 were isolated from S1-RBD-immunized mice. Measurement of the binding affinities by Biacore showed these two mAbs bind to ACE2 much weaker than binding to S1-RBD. Epitope mapping using synthetic overlapping peptides and hydrogen deuterium exchange mass spectrometry (HDX-MS) revealed that the amino acid residues P463, F464, E465, R466, D467 and E471 of S1-RBD are critical for the recognition by mAbs 127 and 150. In addition, Western blotting analysis showed that these mAbs could recognize ACE2 only in native but not denatured form, indicating the ACE2 epitopes recognized by these mAbs were conformation-dependent. The protein-protein interaction between ACE2 and the higher affinity mAb 127 was analyzed by HDX-MS and visualized by negative-stain transmission electron microscopy imaging combined with antigen-antibody docking. Together, our results suggest that ACE2-cross-reactive anti-S1-RBD antibodies can be induced during SARS-CoV-2 infection due to potential antigenic cross-reactivity between S1-RBD and its receptor ACE2.
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Affiliation(s)
- Yen-Chung Lai
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Leadgene Biomedical, Inc., Tainan, Taiwan
| | - Yu-Wei Cheng
- Leadgene Biomedical, Inc., Tainan, Taiwan
- The Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chiao-Hsuan Chao
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | | | | | - Wei-Jiun Tsai
- The Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Shuying Wang
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yee-Shin Lin
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chih-Peng Chang
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Woei-Jer Chuang
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | | | | | - Sui-Yuan Chang
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Wenya Huang
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jen-Ren Wang
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | | | | | - Yung-Chun Chuang
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Leadgene Biomedical, Inc., Tainan, Taiwan
- Department of Biomedical Sciences, Chung Shan Medical University, Taichung, Taiwan
| | - Trai-Ming Yeh
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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26
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Barre A, Klonjkowski B, Benoist H, Rougé P. How Do Point Mutations Enhancing the Basic Character of the RBDs of SARS-CoV-2 Variants Affect Their Transmissibility and Infectivity Capacities? Viruses 2022; 14:783. [PMID: 35458513 PMCID: PMC9031512 DOI: 10.3390/v14040783] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/03/2022] [Accepted: 04/08/2022] [Indexed: 11/30/2022] Open
Abstract
The spread of SARS-CoV-2 variants in the population depends on their ability to anchor the ACE2 receptor in the host cells. Differences in the electrostatic potentials of the spike protein RBD (electropositive/basic) and ACE2 receptor (electronegative/acidic) play a key role in both the rapprochement and the recognition of the coronavirus by the cell receptors. Accordingly, point mutations that result in an increase in electropositively charged residues, e.g., arginine and lysine, especially in the RBD of spike proteins in the SARS-CoV-2 variants, could contribute to their spreading capacity by favoring their recognition by the electronegatively charged ACE2 receptors. All SARS-CoV-2 variants that have been recognized as being highly transmissible, such as the kappa (κ), delta (δ) and omicron (o) variants, which display an enhanced electropositive character in their RBDs associated with a higher number of lysine- or arginine-generating point mutations. Lysine and arginine residues also participate in the enhanced RBD-ACE2 binding affinity of the omicron variant, by creating additional salt bridges with aspartic and glutamic acid residues from ACE2. However, the effects of lysine- and arginine-generating point mutations on infectivity is more contrasted, since the overall binding affinity of omicron RBD for ACE2 apparently results from some epistasis among the whole set of point mutations.
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Affiliation(s)
- Annick Barre
- UMR 152 PharmaDev, Faculté de Pharmacie, Institut de Recherche et Développement, Université Paul Sabatier, 35 Chemin des Maraîchers, 31062 Toulouse, France; (A.B.); (H.B.)
| | - Bernard Klonjkowski
- UMR Virologie, INRA, ANSES, Ecole Nationale Vétérinaire d’Alfort, 94700 Maisons-Alfort, France;
| | - Hervé Benoist
- UMR 152 PharmaDev, Faculté de Pharmacie, Institut de Recherche et Développement, Université Paul Sabatier, 35 Chemin des Maraîchers, 31062 Toulouse, France; (A.B.); (H.B.)
| | - Pierre Rougé
- UMR 152 PharmaDev, Faculté de Pharmacie, Institut de Recherche et Développement, Université Paul Sabatier, 35 Chemin des Maraîchers, 31062 Toulouse, France; (A.B.); (H.B.)
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27
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Tiecco G, Storti S, Degli Antoni M, Focà E, Castelli F, Quiros-Roldan E. Omicron Genetic and Clinical Peculiarities That May Overturn SARS-CoV-2 Pandemic: A Literature Review. Int J Mol Sci 2022; 23:1987. [PMID: 35216104 PMCID: PMC8876558 DOI: 10.3390/ijms23041987] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 02/04/2023] Open
Abstract
The Coronavirus disease 2019 (COVID-19) pandemic poses a great threat to global public health. The original wild-type strain of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has genetically evolved, and several variants of concern (VOC) have emerged. On 26 November 2021, a new variant named Omicron (B.1.1.529) was designated as the fifth VOC, revealing that SARS-CoV-2 has the potential to go beyond the available therapies. The high number of mutations harboured on the spike protein make Omicron highly transmissible, less responsive to several of the currently used drugs, as well as potentially able to escape immune protection elicited by both vaccines and previous infection. We reviewed the latest publication and the most recent available literature on the Omicron variant, enlightening both reasons for concern and high hopes for new therapeutic strategies.
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Affiliation(s)
| | | | | | | | | | - Eugenia Quiros-Roldan
- Unit of Infectious and Tropical Diseases, Department of Clinical and Experimental Sciences, ASST Spedali Civili di Brescia and University of Brescia, 25123 Brescia, Italy; (G.T.); (S.S.); (M.D.A.); (E.F.); (F.C.)
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