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Sadhu S, Goswami S, Khatri R, Lohiya B, Singh V, Yadav R, Das V, Tripathy MR, Dwivedi P, Srivastava M, Mani S, Asthana S, Samal S, Awasthi A. Berbamine prevents SARS-CoV-2 entry and transmission. iScience 2024; 27:111347. [PMID: 39640591 PMCID: PMC11618033 DOI: 10.1016/j.isci.2024.111347] [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: 03/27/2024] [Revised: 07/17/2024] [Accepted: 11/05/2024] [Indexed: 12/07/2024] Open
Abstract
Effective antiviral drugs are essential to combat COVID-19 and future pandemics. Although many compounds show antiviral in vitro activity, only a few retain effectiveness in vivo against SARS-CoV-2. Here, we show that berbamine (Berb) is effective against SARS-CoV, MER-CoV, SARS-CoV-2 and its variants, including the XBB.1.16 variant. In hACE2.Tg mice, Berb suppresses SARS-CoV-2 replication through two distinct mechanisms: inhibiting spike-mediated viral entry and enhancing antiviral gene expression during infection. The administration of Berb, in combination with remdesivir (RDV), clofazimine (Clof) and fangchinoline (Fcn), nearly eliminated viral load and promoted recovery from acute SARS-CoV-2 infection and its variants. Co-housed mice in direct contact with either pre-treated or untreated infected mice exhibited negligible viral loads, reduced lung pathology, and decreased viral shedding, suggesting that Berb may effectively hinder virus transmission. This broad-spectrum activity positions Berb as a promising preventive or therapeutic option against betacoronaviruses.
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Affiliation(s)
- Srikanth Sadhu
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
- Immunology-Core Lab, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Sandeep Goswami
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
- Immunology-Core Lab, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Ritika Khatri
- Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Bharat Lohiya
- Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Virendra Singh
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Rahul Yadav
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Vinayaka Das
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Manas Ranjan Tripathy
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Prabhanjan Dwivedi
- Small Animal Facility, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Mitul Srivastava
- Non-communicable Disease Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Shailendra Mani
- Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Shailendra Asthana
- Non-communicable Disease Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Sweety Samal
- Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
| | - Amit Awasthi
- Immuno-biology Lab, Infection and Immunology Centre, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
- Immunology-Core Lab, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, Faridabad, Haryana 121001, India
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Joseph OO, Dahunsi SO, Okoh A. SARS-CoV-2 infection of domestic animals and their role in evolution and emergence of variants of concern. New Microbes New Infect 2024; 62:101468. [PMID: 39268173 PMCID: PMC11391865 DOI: 10.1016/j.nmni.2024.101468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 05/31/2024] [Accepted: 08/22/2024] [Indexed: 09/15/2024] Open
Abstract
Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that is responsible for COVID-19 pandemic, is a zoonotic RNA virus that has been reported in animals, including domestic animals. Due to the growing concern of health threat that could arise from active transmission of SARS-CoV-2 between pet owners and their pets, there is need to monitoring the emergence of a highly pathogenic strain of SARS-CoV-2 that is capable of transboundary infection, or a serious outbreak among human populations. Methods We carried out a search in English, on PubMed and NCBI (National Center for Biotechnology Information) SARS-CoV-2 resources for relevant journals and nucleotide sequence data, that were published between 2019 and 2023. The CoVsurver mutations application on GISAID webpage was used to analyse mutation, nucleotide sequence alignment was carried out using MAFFT (Multiple Alignment using Fast Fourier Transform) version 7 and maximum likelihood tree was constructed by bootstrapping with 1000 replicates on MEGA 11 software. Results A total of 47 mutations at the Spike gene region were identified, and mutation D614 was the most observed mutation. Nucleotide sequences of isolates from domestic animals had high sequence identity with Wuhan-Hu-1 reference sequence and the representative sequences of previously circulating VOCs from humans. Conclusion This reveals that there is spill over of previously circulating variants of concern (VOC) to household pets from their infected owners. Hence, there is an urgent need for more intense surveillance to be carried out globally to monitor evolution of SARS-CoV-2 coronaviruses as a result of human - pet association.
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Affiliation(s)
| | - Samuel Olatunde Dahunsi
- Microbiology Programme, College of Agriculture, Engineering, and Sciences, Bowen University Iwo, Osun State Nigeria
- The Radcliffe Institute for Advanced Study, Harvard University, Cambridge, MA, USA
| | - Anthony Okoh
- SAMRC Microbial Water Quality Monitoring Centre, University of Fort Hare, Alice, South Africa
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Huan X, Zhan J, Gao H. Research progress of spike protein mutation of SARS-CoV-2 mutant strain and antibody development. Front Immunol 2024; 15:1407149. [PMID: 39624100 PMCID: PMC11609190 DOI: 10.3389/fimmu.2024.1407149] [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: 03/26/2024] [Accepted: 10/28/2024] [Indexed: 01/03/2025] Open
Abstract
The coronavirus disease 2019 (COVID-19) is a respiratory disease with a very high infectious rate caused by the Severe Acute Respiratory Syndrome Coronavirus-2(SARS-CoV-2). Because SARS-CoV-2 is easy to mutate, the continuous emergence of SARS-CoV-2 variant strains not only enhances the infectivity of the SARS-CoV-2 but also brings great obstacles to the treatment of COVID-19. Neutralizing antibodies have achieved good results in the clinical application of the novel coronavirus pneumonia, which can be used for pre-infection protection and treatment of novel coronavirus patients. This review makes a detailed introduction to the mutation characteristics of SARS-CoV-2, focusing on the molecular mechanism of mutation affecting the infectivity of SARS-CoV-2, and the impact of mutation on monoclonal antibody therapy, providing scientific reference for the prevention of SARS-CoV-2 variant strains and the research and development of antibody drugs.
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Affiliation(s)
| | | | - Hongwei Gao
- School of Life Science, Ludong University, Yantai, Shandong, China
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Kumar P, Zhang X, Shaha R, Kschischo M, Dobbelstein M. Identification of antibody-resistant SARS-CoV-2 mutants via N4-Hydroxycytidine mutagenesis. Antiviral Res 2024; 231:106006. [PMID: 39293594 DOI: 10.1016/j.antiviral.2024.106006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 08/31/2024] [Accepted: 09/12/2024] [Indexed: 09/20/2024]
Abstract
Monoclonal antibodies targeting the Spike protein of SARS-CoV-2 are effective against COVID-19 and might mitigate future pandemics. However, their efficacy is challenged by the emergence of antibody-resistant virus variants. We developed a method to efficiently identify such resistant mutants based on selection from mutagenized virus pools. By inducing mutations with the active compound of Molnupiravir, N4-hydroxycytidine (NHC), and subsequently passaging the virus in the presence of antibodies, we identified specific Spike mutations linked to resistance. Validation of these mutations was conducted using pseudotypes and immunofluorescence analysis. From a Wuhan-like strain of SARS-CoV-2, we identified the following mutations conferring strong resistance towards the corresponding antibodies: Bamlanivimab - E484K, F490S and S494P; Sotrovimab - E340K; Cilgavimab - K444R/E and N450D. From the Omicron B.1.1.529 variant, the strongly selected mutations were: Bebtelovimab - V445A; Sotrovimab - E340K and K356M; Cilgavimab - K444R, V445A and N450D. We also identified escape mutations in the Wuhan-like Spike for the broadly neutralizing antibodies S2K146 - combined G485S and Q493R - and S2H97 - D428G, K462E and S514F. Structural analysis revealed that the selected mutations occurred at antibody-binding residues within the receptor-binding domains of the Spike protein. Most of the selected mutants largely maintained ACE2 binding and infectivity. Notably, many of the identified resistance-conferring mutations are prevalent in real-world SARS-CoV-2 variants, but some of them (G485S, D428G, and K462E) have not yet been observed in circulating strains. Our approach offers a strategy for predicting the therapeutic efficacy of antibodies against emerging virus variants.
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MESH Headings
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- SARS-CoV-2/drug effects
- Cytidine/analogs & derivatives
- Cytidine/pharmacology
- Cytidine/genetics
- Humans
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
- Drug Resistance, Viral/genetics
- Mutation
- Antibodies, Neutralizing/immunology
- Antibodies, Viral/immunology
- Mutagenesis
- COVID-19/virology
- COVID-19/immunology
- Antiviral Agents/pharmacology
- COVID-19 Drug Treatment
- Antibodies, Monoclonal/immunology
- Antibodies, Monoclonal, Humanized/immunology
- Antibodies, Monoclonal, Humanized/pharmacology
- Hydroxylamines
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Affiliation(s)
- Priya Kumar
- Department of Molecular Oncology, Göttingen Center of Molecular Biosciences (GZMB), University Medical Center Göttingen, 37077, Göttingen, Germany
| | - Xiaoxiao Zhang
- Department of Mathematics and Technology, University of Applied Sciences Koblenz, 53424, Remagen, Germany; Department of Informatics, Technical University of Munich, 81675, Munich, Germany
| | - Rahul Shaha
- Department of Molecular Enzymology, Göttingen Center of Molecular Biosciences (GZMB), University of Göttingen, 37077, Göttingen, Germany
| | - Maik Kschischo
- Department of Mathematics and Technology, University of Applied Sciences Koblenz, 53424, Remagen, Germany
| | - Matthias Dobbelstein
- Department of Molecular Oncology, Göttingen Center of Molecular Biosciences (GZMB), University Medical Center Göttingen, 37077, Göttingen, Germany; Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077 Göttingen, Germany.
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Togo J, Somboro AM, Dolo O, Traore FT, Guindo I, Fofana DB, Todesco E, Marcelin AG, Calvez V, Holl J, Murphy RL, Rodriguez C, Maiga M, Maiga AI. Dynamics of SARS-CoV-2 variants in West Africa: Insights into genomic surveillance in resource-constrained settings. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2024; 125:105681. [PMID: 39437881 PMCID: PMC11583778 DOI: 10.1016/j.meegid.2024.105681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 10/15/2024] [Accepted: 10/17/2024] [Indexed: 10/25/2024]
Abstract
SARS-CoV-2 geno-surveillance has been challenging in West Africa. Despite the multiple challenges encountered, particularly in West Africa during the COVID-19 pandemic, efforts were made to circumscribe the spread of the disease and to provide methods and resources for surveillance. We aim to describe the dynamic of SARS-CoV-2 variants and highlight the efforts made in genomic surveillance in West Africa. Therefore, we proceeded to retrieve West African countries' SARS-CoV-2 data from public repository (GISAID) and then ensued to a descriptive statistical analysis. From the start of the pandemic till December 2023, we found less than a million COVID-19 cases notified within the West African region. Overall, the study population was 50.21 % Males with a median age of 37. Regarding genomic data, only 3.02 % of cases were sequenced and deposited in GISAID. Of the available sequence, we noted that most of the variants have circulated in West Africa before the official notification of the variants. Nigeria, Ghana, and Senegal provided together more than half of West Africa's originating sequences when Omicron and Delta variants were the most sequenced in West Africa.
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Affiliation(s)
- Josue Togo
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali; Département de Biologie médicale, Centre Hospitalier Universitaire Gabriel Toure, Bamako, Mali.
| | - Anou Moise Somboro
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali; Antimicrobial Research Unit, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Oumar Dolo
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali
| | - Fatoumata Tata Traore
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali
| | | | - Djeneba B Fofana
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali
| | - Eve Todesco
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique (iPLESP), AP-HP, Hôpital Pitié-Salpêtrière, Laboratoire de virologie, F-75013 Paris, France
| | - Anne-Geneviève Marcelin
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique (iPLESP), AP-HP, Hôpital Pitié-Salpêtrière, Laboratoire de virologie, F-75013 Paris, France
| | - Vincent Calvez
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique (iPLESP), AP-HP, Hôpital Pitié-Salpêtrière, Laboratoire de virologie, F-75013 Paris, France
| | - Jane Holl
- Division of Biological Sciences, University of Chicago, Chicago, IL, USA
| | | | - Christophe Rodriguez
- AP-HP, Henri Mondor Hospital, Department of Microbiology, University of Paris-Est, Créteil, France
| | - Mamoudou Maiga
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali; Institute for Global Health, Northwestern University, Chicago, USA
| | - Almoustapha Issiaka Maiga
- University Clinical Research Center, University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali; Département de Biologie médicale, Centre Hospitalier Universitaire Gabriel Toure, Bamako, Mali
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Dwivedi P, Sharma M, Ansari A, Ghosh A, Bishwal SC, Ray SK, Katiyar M, Kombiah S, Kumar A, Sahare L, Ukey M, Barde PV, Das A, Singh P. Molecular Characterization and Genomic Surveillance of SARS-CoV-2 Lineages in Central India. Viruses 2024; 16:1608. [PMID: 39459941 PMCID: PMC11512289 DOI: 10.3390/v16101608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 07/03/2024] [Accepted: 07/09/2024] [Indexed: 10/28/2024] Open
Abstract
Since the first reported case of COVID-19 in December 2019, several SARS-CoV-2 variants have evolved, and some of them have shown higher transmissibility, becoming the prevalent strains. Genomic epidemiological investigations into strains from different time points, including the early stages of the pandemic, are very crucial for understanding the evolution and transmission patterns. Using whole-genome sequences, our study describes the early landscape of SARS-CoV-2 variants in central India retrospectively (including the first known occurrence of SARS-CoV-2 in Madhya Pradesh). We performed amplicon-based whole-genome sequencing of randomly selected SARS-CoV-2 isolates (n = 38) collected between 2020 and 2022 at state level VRDL, ICMR-NIRTH, Jabalpur, from 11899 RT-qPCR-positive samples. We observed the presence of five lineages, namely B.1, B.1.1, B.1.36.8, B.1.195, and B.6, in 19 genomes from the first wave cases and variants of concern (VOCs) lineages, i.e., B.1.617.2 (Delta) and BA.2.10 (Omicron) in the second wave cases. There was a shift in mutational pattern in the spike protein coding region of SRAS-CoV-2 strains from the second wave in contrast to the first wave. In the first wave of infections, we observed variations in the ORF1Ab region, and with the emergence of Delta lineages, the D614G mutation associated with an increase in infectivity became a prominent change. We have identified five immune escape variants in the S gene, P681R, P681H, L452R, Q57H, and N501Y, in the isolates collected during the second wave. Furthermore, these genomes were compared with 2160 complete genome sequences reported from central India that encompass 109 different SARS-CoV-2 lineages. Among them, VOC lineages Delta (28.93%) and Omicron (56.11%) were circulating predominantly in this region. This study provides useful insights into the genetic diversity of SARS-CoV-2 strains over the initial course of the COVID-19 pandemic in central India.
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Affiliation(s)
- Purna Dwivedi
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
- Department of Microbiology and Biotechnology Centre, Faculty of Science, The Maharaja Sayajirao University of Baroda, Vadodara 390002, Gujarat, India
| | - Mukul Sharma
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Afzal Ansari
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Arup Ghosh
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Subasa C. Bishwal
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Suman Kumar Ray
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Manish Katiyar
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Subbiah Kombiah
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Ashok Kumar
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Lalit Sahare
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Mahendra Ukey
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Pradip V. Barde
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Aparup Das
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
| | - Pushpendra Singh
- ICMR-National Institute of Research in Tribal Health, Jabalpur 482003, Madhya Pradesh, India; (P.D.); (M.S.); (A.A.); (A.G.); (S.C.B.); (S.K.R.); (M.K.); (S.K.); (A.K.); (L.S.); (M.U.); (A.D.)
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India
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Nguyen HL, Hieu HK, Nguyen TQ, Nhung NTA, Li MS. Neuropilin-1 Protein May Serve as a Receptor for SARS-CoV-2 Infection: Evidence from Molecular Dynamics Simulations. J Phys Chem B 2024; 128:7141-7147. [PMID: 39010661 DOI: 10.1021/acs.jpcb.4c03119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
The binding of the virus to host cells is the first step in viral infection. Human cell angiotensin converting enzyme 2 (ACE2) is the most popular receptor for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), while other receptors have recently been observed in experiments. Neuropilin-1 protein (NRP1) is one of them, but the mechanism of its binding to the wild type (WT) and different variants of the virus remain unclear at the atomic level. In this work, all-atom umbrella sampling simulations were performed to clarify the binding mechanism of NRP1 to the spike protein fragments 679-685 of the WT, Delta, and Omicron BA.1 variants. We found that the Delta variant binds most strongly to NRP1, while the affinity for Omicron BA.1 slightly decreases for NRP1 compared to that of WT, and the van der Waals interaction plays a key role in stabilizing the studied complexes. The change in the protonation state of the His amino acid results in different binding free energies between variants. Consistent with the experiment, decreasing the pH was shown to increase the binding affinity of the virus to NRP1. Our results indicate that Delta and Omicron mutations not only affect fusogenicity but also affect NRP1 binding. In addition, we argue that viral evolution does not further improve NRP1 binding affinity which remains in the μM range but may increase immune evasion.
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Affiliation(s)
- Hoang Linh Nguyen
- Institute of Fundamental and Applied Sciences, Duy Tan University, Ho Chi Minh City 700000, Vietnam
- Faculty of Environmental and Natural Sciences, Duy Tan University, 03 Quang Trung, Hai Chau, Da Nang 550000, Viet Nam
| | - Ho Khac Hieu
- Faculty of Environmental and Natural Sciences, Duy Tan University, 03 Quang Trung, Hai Chau, Da Nang 550000, Viet Nam
- Institute of Research and Development, Duy Tan University, 03 Quang Trung, Hai Chau, Da Nang 550000, Viet Nam
| | - Thai Quoc Nguyen
- Dong Thap University, 783 Pham Huu Lau Street, Ward 6, Cao Lanh City, Dong Thap 81000, Vietnam
| | - Nguyen Thi Ai Nhung
- Department of Chemistry, University of Sciences, Hue University, Hue 530000, Vietnam
| | - Mai Suan Li
- Institute of Physics, Polish Academy of Sciences, al. Lotnikow 32/46, Warsaw 02-668, Poland
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8
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Phadke KS, Higdon NBA, Bellaire BH. In vitro comparison of viral replication and cytopathology induced by SARS-CoV-2 variants. Access Microbiol 2024; 6:000716.v3. [PMID: 39130731 PMCID: PMC11316578 DOI: 10.1099/acmi.0.000716.v3] [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: 10/04/2023] [Accepted: 05/28/2024] [Indexed: 08/13/2024] Open
Abstract
A myriad of coronaviruses cause diseases from a common cold to severe lung infections and pneumonia. SARS-CoV-2 was discovered to be the etiologic agent of the Coronavirus pandemic and many laboratory techniques were examined for virus culture and basic and applied research. Understanding the replication kinetics and characterizing the effect the virus has on different cell lines is crucial for developing in vitro studies. With the emergence of multiple variants of SARS-CoV-2, a comparison between their infectivity and replication in common cell lines will help give us a clear understanding of their characteristic differences in pathogenicity. In this study we compared the cytopathic effect and replication of Wild-Type (USA/WA1), Omicron (B.1.1.529), and Delta (B.1.617.2) variants on five different cell lines; VeroE6, VeroE6 cells expressing high endogenous ACE2, VeroE6 cells expressing human ACE2 and TMPRSS2, Calu3 cells highly expressing human ACE2 and A549 cells. This data will aid researchers with experimental planning and viral pathogenicity analysis and provide a baseline for testing any future variants.
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Affiliation(s)
- Kruttika S. Phadke
- Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames 50011, USA
- Interdepartmental Microbiology Graduate Program, Iowa State University, Ames 50011, USA
| | - Nathaniel B. A. Higdon
- Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames 50011, USA
- Interdepartmental Microbiology Graduate Program, Iowa State University, Ames 50011, USA
| | - Bryan H. Bellaire
- Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames 50011, USA
- Interdepartmental Microbiology Graduate Program, Iowa State University, Ames 50011, USA
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9
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Kakee S, Kanai K, Tsuneki-Tokunaga A, Okuno K, Namba N, Tomita K, Chikumi H, Kageyama S. Difference in TMPRSS2 usage by Delta and Omicron variants of SARS-CoV-2: Implication for a sudden increase among children. PLoS One 2024; 19:e0299445. [PMID: 38870131 PMCID: PMC11175390 DOI: 10.1371/journal.pone.0299445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 05/07/2024] [Indexed: 06/15/2024] Open
Abstract
It has been postulated from a combination of evidence that a sudden increase in COVID-19 cases among pediatric patients after onset of the Omicron wave was attributed to a reduced requirement for TMPRSS2-mediated entry in pediatric airways with lower expression levels of TMPRSS2. Epidemic strains were isolated from the indigenous population in an area, and the levels of TMPRSS2 required for Delta and Omicron variants were assessed. As a result, Delta variants proliferated fully in cultures of TMPRSS2-positive Vero cells but not in TMPRSS2-negative Vero cell culture (350-fold, Delta vs 9.6-fold, Omicron). There was no obvious age-dependent selection of Omicron strains affected by the TMPRSS2 (9.6-fold, Adults vs. 12-fold, Children). A phylogenetic tree was generated and Blast searches (up to 100 references) for the spread of strains in the study area showed that each strain had almost identical homology (>99.5%) with foreign isolates, although indigenous strains had obvious differences from each other. This suggested that the differences had been present abroad for a long period. Therefore, the lower requirement for TMPRSS2 by Omicron strains might be applicable to epidemic strains globally. In conclusion, the property of TMPRSS2-independent cleavage makes Omicron proliferate with ease and allows epidemics among children with fewer TMPRSS2 on epithelial surfaces of the respiratory organs.
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Affiliation(s)
- Sosuke Kakee
- Division of Virology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Japan
- Division of Pediatrics and Perinatology, Department of Multidisciplinary Internal Medicine, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Kyosuke Kanai
- Division of Virology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Akeno Tsuneki-Tokunaga
- Division of Virology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Keisuke Okuno
- Division of Pediatrics and Perinatology, Department of Multidisciplinary Internal Medicine, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Noriyuki Namba
- Division of Pediatrics and Perinatology, Department of Multidisciplinary Internal Medicine, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Katsuyuki Tomita
- Department of Respiratory Medicine, National Hospital Organization Yonago Medical Center, Yonago, Japan
| | | | - Seiji Kageyama
- Division of Virology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Japan
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10
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Pavia G, Quirino A, Marascio N, Veneziano C, Longhini F, Bruni A, Garofalo E, Pantanella M, Manno M, Gigliotti S, Giancotti A, Barreca GS, Branda F, Torti C, Rotundo S, Lionello R, La Gamba V, Berardelli L, Gullì SP, Trecarichi EM, Russo A, Palmieri C, De Marco C, Viglietto G, Casu M, Sanna D, Ciccozzi M, Scarpa F, Matera G. Persistence of SARS-CoV-2 infection and viral intra- and inter-host evolution in COVID-19 hospitalized patients. J Med Virol 2024; 96:e29708. [PMID: 38804179 DOI: 10.1002/jmv.29708] [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: 01/10/2024] [Revised: 05/11/2024] [Accepted: 05/14/2024] [Indexed: 05/29/2024]
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) persistence in COVID-19 patients could play a key role in the emergence of variants of concern. The rapid intra-host evolution of SARS-CoV-2 may result in an increased transmissibility, immune and therapeutic escape which could be a direct consequence of COVID-19 epidemic currents. In this context, a longitudinal retrospective study on eight consecutive COVID-19 patients with persistent SARS-CoV-2 infection, from January 2022 to March 2023, was conducted. To characterize the intra- and inter-host viral evolution, whole genome sequencing and phylogenetic analysis were performed on nasopharyngeal samples collected at different time points. Phylogenetic reconstruction revealed an accelerated SARS-CoV-2 intra-host evolution and emergence of antigenically divergent variants. The Bayesian inference and principal coordinate analysis analysis showed a host-based genomic structuring among antigenically divergent variants, that might reflect the positive effect of containment practices, within the critical hospital area. All longitudinal antigenically divergent isolates shared a wide range of amino acidic (aa) changes, particularly in the Spike (S) glycoprotein, that increased viral transmissibility (K417N, S477N, N501Y and Q498R), enhanced infectivity (R346T, S373P, R408S, T478K, Q498R, Y505H, D614G, H655Y, N679K and P681H), caused host immune escape (S371L, S375F, T376A, K417N, and K444T/R) and displayed partial or complete resistance to treatments (G339D, R346K/T, S371F/L, S375F, T376A, D405N, N440K, G446S, N460K, E484A, F486V, Q493R, G496S and Q498R). These results suggest that multiple novel variants which emerge in the patient during persistent infection, might spread to another individual and continue to evolve. A pro-active genomic surveillance of persistent SARS-CoV-2 infected patients is recommended to identify genetically divergent lineages before their diffusion.
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Affiliation(s)
- Grazia Pavia
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Angela Quirino
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Nadia Marascio
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Claudia Veneziano
- Department of Experimental and Clinical Medicine, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
- Interdepartmental Center of Services (CIS), Molecular Genomics and Pathology, "Magna Græcia" University of Catanzaro, Catanzaro, Italy
| | - Federico Longhini
- Unit of Anesthesia and Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University, Catanzaro, Italy
| | - Andrea Bruni
- Unit of Anesthesia and Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University, Catanzaro, Italy
| | - Eugenio Garofalo
- Unit of Anesthesia and Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University, Catanzaro, Italy
| | - Marta Pantanella
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Michele Manno
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Simona Gigliotti
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Aida Giancotti
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Giorgio Settimo Barreca
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Francesco Branda
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Carlo Torti
- Dipartimento di Scienze di Laboratorio e Infettivologiche, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
- Dipartimento di Sicurezza e Bioetica, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Salvatore Rotundo
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Rosaria Lionello
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Valentina La Gamba
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Lavinia Berardelli
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Sara Palma Gullì
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Enrico Maria Trecarichi
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Alessandro Russo
- Unit of Infectious and Tropical Disease, Department of Medical and Surgical Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
| | - Camillo Palmieri
- Department of Experimental and Clinical Medicine, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
| | - Carmela De Marco
- Department of Experimental and Clinical Medicine, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
- Interdepartmental Center of Services (CIS), Molecular Genomics and Pathology, "Magna Græcia" University of Catanzaro, Catanzaro, Italy
| | - Giuseppe Viglietto
- Department of Experimental and Clinical Medicine, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
- Interdepartmental Center of Services (CIS), Molecular Genomics and Pathology, "Magna Græcia" University of Catanzaro, Catanzaro, Italy
| | - Marco Casu
- Department of Veterinary Medicine, University of Sassari, Sassari, Italy
| | - Daria Sanna
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Fabio Scarpa
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Giovanni Matera
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Græcia" University Hospital, Catanzaro, Italy
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11
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Tanneti NS, Patel AK, Tan LH, Marques AD, Perera RAPM, Sherrill-Mix S, Kelly BJ, Renner DM, Collman RG, Rodino K, Lee C, Bushman FD, Cohen NA, Weiss SR. Comparison of SARS-CoV-2 variants of concern in primary human nasal cultures demonstrates Delta as most cytopathic and Omicron as fastest replicating. mBio 2024; 15:e0312923. [PMID: 38477472 PMCID: PMC11005367 DOI: 10.1128/mbio.03129-23] [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: 11/20/2023] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
The SARS-CoV-2 pandemic was marked with emerging viral variants, some of which were designated as variants of concern (VOCs) due to selection and rapid circulation in the human population. Here, we elucidate functional features of each VOC linked to variations in replication rate. Patient-derived primary nasal cultures grown at air-liquid interface were used to model upper respiratory infection and compared to cell lines derived from human lung epithelia. All VOCs replicated to higher titers than the ancestral virus, suggesting a selection for replication efficiency. In primary nasal cultures, Omicron replicated to the highest titers at early time points, followed by Delta, paralleling comparative studies of population sampling. All SARS-CoV-2 viruses entered the cell primarily via a transmembrane serine protease 2 (TMPRSS2)-dependent pathway, and Omicron was more likely to use an endosomal route of entry. All VOCs activated and overcame dsRNA-induced cellular responses, including interferon (IFN) signaling, oligoadenylate ribonuclease L degradation, and protein kinase R activation. Among the VOCs, Omicron infection induced expression of the most IFN and IFN-stimulated genes. Infections in nasal cultures resulted in cellular damage, including a compromise of cell barrier integrity and loss of nasal cilia and ciliary beating function, especially during Delta infection. Overall, Omicron was optimized for replication in the upper respiratory tract and least favorable in the lower respiratory cell line, and Delta was the most cytopathic for both upper and lower respiratory cells. Our findings highlight the functional differences among VOCs at the cellular level and imply distinct mechanisms of pathogenesis in infected individuals. IMPORTANCE Comparative analysis of infections by SARS-CoV-2 ancestral virus and variants of concern, including Alpha, Beta, Delta, and Omicron, indicated that variants were selected for efficiency in replication. In infections of patient-derived primary nasal cultures grown at air-liquid interface to model upper respiratory infection, Omicron reached the highest titers at early time points, a finding that was confirmed by parallel population sampling studies. While all infections overcame dsRNA-mediated host responses, infections with Omicron induced the strongest interferon and interferon-stimulated gene response. In both primary nasal cultures and lower respiratory cell line, infections by Delta were most damaging to the cells as indicated by syncytia formation, loss of cell barrier integrity, and nasal ciliary function.
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Affiliation(s)
- Nikhila S. Tanneti
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Anant K. Patel
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Li Hui Tan
- Department of Otorhinolaryngology- Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrew D. Marques
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Ranawaka A. P. M. Perera
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Scott Sherrill-Mix
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Brendan J. Kelly
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - David M. Renner
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Ronald G. Collman
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Kyle Rodino
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Carole Lee
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Frederic D. Bushman
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Noam A. Cohen
- Department of Otorhinolaryngology- Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Corporal Michael J. Crescenz VA Medical Center, Surgical Services, Philadelphia, Pennsylvania, USA
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Susan R. Weiss
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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12
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Yao Z, Zhang L, Duan Y, Tang X, Lu J. Molecular insights into the adaptive evolution of SARS-CoV-2 spike protein. J Infect 2024; 88:106121. [PMID: 38367704 DOI: 10.1016/j.jinf.2024.106121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/02/2024] [Accepted: 02/10/2024] [Indexed: 02/19/2024]
Abstract
The COVID-19 pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has substantially damaged the global economy and human health. The spike (S) protein of coronaviruses plays a pivotal role in viral entry by binding to host cell receptors. Additionally, it acts as the primary target for neutralizing antibodies in those infected and is the central focus for currently utilized or researched vaccines. During the virus's adaptation to the human host, the S protein of SARS-CoV-2 has undergone significant evolution. As the COVID-19 pandemic has unfolded, new mutations have arisen and vanished, giving rise to distinctive amino acid profiles within variant of concern strains of SARS-CoV-2. Notably, many of these changes in the S protein have been positively selected, leading to substantial alterations in viral characteristics, such as heightened transmissibility and immune evasion capabilities. This review aims to provide an overview of our current understanding of the structural implications associated with key amino acid changes in the S protein of SARS-CoV-2. These research findings shed light on the intricate and dynamic nature of viral evolution, underscoring the importance of continuous monitoring and analysis of viral genomes. Through these molecular-level investigations, we can attain deeper insights into the virus's adaptive evolution, offering valuable guidance for designing vaccines and developing antiviral drugs to combat the ever-evolving viral threats.
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Affiliation(s)
- Zhuocheng Yao
- College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Lin Zhang
- College of Fishery, Ocean University of China, Qingdao 266003, China
| | - Yuange Duan
- State Key Laboratory of Protein and Plant Gene Research, Center for Bioinformatics, School of Life Sciences, Peking University, Beijing 100871, China
| | - Xiaolu Tang
- State Key Laboratory of Protein and Plant Gene Research, Center for Bioinformatics, School of Life Sciences, Peking University, Beijing 100871, China
| | - Jian Lu
- State Key Laboratory of Protein and Plant Gene Research, Center for Bioinformatics, School of Life Sciences, Peking University, Beijing 100871, China.
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13
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Matveev EV, Ponomarev GV, Kazanov MD. Genome-wide bioinformatics analysis of human protease capacity for proteolytic cleavage of the SARS-CoV-2 spike glycoprotein. Microbiol Spectr 2024; 12:e0353023. [PMID: 38189333 PMCID: PMC10846095 DOI: 10.1128/spectrum.03530-23] [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: 10/03/2023] [Accepted: 12/07/2023] [Indexed: 01/09/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) primarily enters the cell by binding the virus's spike (S) glycoprotein to the angiotensin-converting enzyme 2 receptor on the cell surface, followed by proteolytic cleavage by host proteases. Studies have identified furin and transmembrane protease serine 2 proteases in priming and triggering cleavages of the S glycoprotein, converting it into a fusion-competent form and initiating membrane fusion, respectively. Alternatively, SARS-CoV-2 can enter the cell through the endocytic pathway, where activation is triggered by lysosomal cathepsin L. However, other proteases are also suspected to be involved in both entry routes. In this study, we conducted a genome-wide bioinformatics analysis to explore the capacity of human proteases in hydrolyzing peptide bonds of the S glycoprotein. Predictive models of sequence specificity for 169 human proteases were constructed and applied to the S glycoprotein together with the method for predicting structural susceptibility to proteolysis of protein regions. After validating our approach on extensively studied S2' and S1/S2 cleavage sites, we applied our method to each peptide bond of the S glycoprotein across all 169 proteases. Our results indicate that various members of the proprotein convertase subtilisin/kexin type, type II transmembrane family serine protease, and kallikrein families, as well as specific coagulation factors, are capable of cleaving S2' or S1/S2 sites. We have also identified a potential cleavage site of cathepsin L at the K790 position within the S2' loop. Structural analysis suggests that cleavage of this site induces conformational changes similar to the cleavage at the R815 (S2') position, leading to the exposure of the fusion peptide and subsequent fusion with the membrane. Other potential cleavage sites and the influence of mutations in common SARS-CoV-2 variants on proteolytic efficiency are discussed.IMPORTANCEThe entry of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) into the cell, activated by host proteases, is considerably more complex in coronaviruses than in most other viruses and is not fully understood. There is evidence that other proteases beyond the known furin and transmembrane protease serine 2 can activate the spike protein. Another example of uncertainty is the cleavage site for the alternative endocytic route of SARS-CoV-2 entrance, which is still unknown. Bioinformatics methods, modeling protease specificity and estimating the structural susceptibility of protein regions to proteolysis, can aid in studying this topic by predicting the involved proteases and their cleavage sites, thereby substantially reducing the amount of experimental work. Elucidating the mechanisms of spike protein activation is crucial for preventing possible future coronavirus pandemics and developing antiviral drugs.
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Affiliation(s)
- Evgenii V. Matveev
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, Russia
- Research and Training Center on Bioinformatics, A.A.Kharkevich Institute for Information Transmission Problems, Moscow, Russia
- Laboratory of Cytogenetics and Molecular Genetics, Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Gennady V. Ponomarev
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, Russia
- Research and Training Center on Bioinformatics, A.A.Kharkevich Institute for Information Transmission Problems, Moscow, Russia
| | - Marat D. Kazanov
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, Russia
- Research and Training Center on Bioinformatics, A.A.Kharkevich Institute for Information Transmission Problems, Moscow, Russia
- Laboratory of Cytogenetics and Molecular Genetics, Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
- Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey
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14
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Tanneti NS, Patel AK, Tan LH, Marques AD, Perera RAPM, Sherrill-Mix S, Kelly BJ, Renner DM, Collman RG, Rodino K, Lee C, Bushman FD, Cohen NA, Weiss SR. Comparison of SARS-CoV-2 variants of concern in primary human nasal cultures demonstrates Delta as most cytopathic and Omicron as fastest replicating. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.24.553565. [PMID: 37662273 PMCID: PMC10473756 DOI: 10.1101/2023.08.24.553565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
The SARS-CoV-2 pandemic was marked with emerging viral variants, some of which were designated as variants of concern (VOCs) due to selection and rapid circulation in the human population. Here we elucidate functional features of each VOC linked to variations in replication rate. Patient-derived primary nasal cultures grown at air-liquid-interface (ALI) were used to model upper-respiratory infection and human lung epithelial cell lines used to model lower-respiratory infection. All VOCs replicated to higher titers than the ancestral virus, suggesting a selection for replication efficiency. In primary nasal cultures, Omicron replicated to the highest titers at early time points, followed by Delta, paralleling comparative studies of population sampling. All SARS-CoV-2 viruses entered the cell primarily via a transmembrane serine protease 2 (TMPRSS2)-dependent pathway, and Omicron was more likely to use an endosomal route of entry. All VOCs activated and overcame dsRNA-induced cellular responses including interferon (IFN) signaling, oligoadenylate ribonuclease L degradation and protein kinase R activation. Among the VOCs, Omicron infection induced expression of the most IFN and IFN stimulated genes. Infections in nasal cultures resulted in cellular damage, including a compromise of cell-barrier integrity and loss of nasal cilia and ciliary beating function, especially during Delta infection. Overall, Omicron was optimized for replication in the upper-respiratory system and least-favorable in the lower-respiratory cell line; and Delta was the most cytopathic for both upper and lower respiratory cells. Our findings highlight the functional differences among VOCs at the cellular level and imply distinct mechanisms of pathogenesis in infected individuals.
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Affiliation(s)
| | | | - Li Hui Tan
- Department of Otorhinolaryngology- Head and Neck Surgery
| | | | | | | | - Brendan J Kelly
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | | | - Ronald G Collman
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Kyle Rodino
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | | | | | - Noam A Cohen
- Department of Otorhinolaryngology- Head and Neck Surgery
- Corporal Michael J. Crescenz VA Medical Center, Surgical Services, Philadelphia, USA
- Monell Chemical Senses Center, Philadelphia, USA
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15
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de Souza AS, de Souza RF, Guzzo CR. Cooperative and structural relationships of the trimeric Spike with infectivity and antibody escape of the strains Delta (B.1.617.2) and Omicron (BA.2, BA.5, and BQ.1). J Comput Aided Mol Des 2023; 37:585-606. [PMID: 37792106 DOI: 10.1007/s10822-023-00534-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 09/11/2023] [Indexed: 10/05/2023]
Abstract
Herein, we conducted simulations of trimeric Spike from several SARS-CoV-2 variants of concern (Delta and Omicron sub-variants BA.2, BA.5, and BQ.1) and investigated the mechanisms by which specific mutations confer resistance to neutralizing antibodies. We observed that the mutations primarily affect the cooperation between protein domains within and between protomers. The substitutions K417N and L452R expand hydrogen bonding interactions, reducing their interaction with neutralizing antibodies. By interacting with nearby residues, the K444T and N460K mutations in the SpikeBQ.1 variant potentially reduces solvent exposure, thereby promoting resistance to antibodies. We also examined the impact of D614G, P681R, and P681H substitutions on Spike protein structure that may be related to infectivity. The D614G substitution influences communication between a glycine residue and neighboring domains, affecting the transition between up- and -down RBD states. The P681R mutation, found in the Delta variant, enhances correlations between protein subunits, while the P681H mutation in Omicron sub-variants weakens long-range interactions that may be associated with reduced fusogenicity. Using a multiple linear regression model, we established a connection between inter-protomer communication and loss of sensitivity to neutralizing antibodies. Our findings underscore the importance of structural communication between protein domains and provide insights into potential mechanisms of immune evasion by SARS-CoV-2. Overall, this study deepens our understanding of how specific mutations impact SARS-CoV-2 infectivity and shed light on how the virus evades the immune system.
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Affiliation(s)
- Anacleto Silva de Souza
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, Av. Prof. Lineu Prestes, 1374, Cidade Universitária, Sao Paulo, SP, 5508-900, Brazil.
| | - Robson Francisco de Souza
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, Av. Prof. Lineu Prestes, 1374, Cidade Universitária, Sao Paulo, SP, 5508-900, Brazil
| | - Cristiane Rodrigues Guzzo
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, Av. Prof. Lineu Prestes, 1374, Cidade Universitária, Sao Paulo, SP, 5508-900, Brazil.
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16
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Lopes-Ribeiro Á, Oliveira PDM, Retes H, Barbosa-Stancioli EF, da Fonseca FG, Tsuji M, Coelho-dos-Reis JGA. Surveillance of SARS-CoV-2 immunogenicity: loss of immunodominant HLA-A*02-restricted epitopes that activate CD8 + T cells. Front Immunol 2023; 14:1229712. [PMID: 38022506 PMCID: PMC10656734 DOI: 10.3389/fimmu.2023.1229712] [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: 05/26/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction and methods In this present work, coronavirus subfamilies and SARS-CoV-2 Variants of Concern (VOCs) were investigated for the presence of MHC-I immunodominant viral peptides using in silico and in vitro tools. Results In our results, HLA-A*02 haplotype showed the highest number of immunodominant epitopes but with the lowest combined prediction score. Furthermore, a decrease in combined prediction score was observed for HLA-A*02-restricted epitopes when the original strain was compared to the VOCs, indicating that the mutations on the VOCs are promoting escape from HLA-A2-mediated antigen presentation, which characterizes a immune evasion process. Additionally, epitope signature analysis revealed major immunogenic peptide loss for structural (S) and non-structural (ORF8) proteins of VOCs in comparison to the Wuhan sequence. Discussion These results may indicate that the antiviral CD8+ T-cell responses generated by original strains could not be sufficient for clearance of variants in either newly or reinfection with SARS-CoV-2. In contrast, N epitopes remain the most conserved and reactive peptides across SARS-CoV-2 VOCs. Overall, our data could contribute to the rational design and development of new vaccinal platforms to induce a broad cellular CD8+ T cell antiviral response, aiming at controlling viral transmission of future SARS-CoV-2 variants.
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Affiliation(s)
- Ágata Lopes-Ribeiro
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Patrícia de Melo Oliveira
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Henrique Morais Retes
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Edel Figueiredo Barbosa-Stancioli
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Flávio Guimarães da Fonseca
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Centro de Tecnologia (CT) Vacinas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Moriya Tsuji
- Aaron Diamond AIDS Research Center, Irving Medical School, Columbia University, New York, NY, United States
| | - Jordana Grazziela Alves Coelho-dos-Reis
- Laboratório de Virologia Básica e Aplicada, Instituto de Ciências Biológicas, Departamento de Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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17
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Khatri R, Lohiya B, Kaur G, Maithil V, Goswami A, Sarmadhikari D, Asthana S, Samal S. Understanding the role of conserved proline and serine residues in the SARS-CoV-2 spike cleavage sites in the virus entry, fusion, and infectivity. 3 Biotech 2023; 13:323. [PMID: 37663753 PMCID: PMC10469153 DOI: 10.1007/s13205-023-03749-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 07/27/2023] [Indexed: 09/05/2023] Open
Abstract
The spike (S) glycoprotein of the SARS-CoV-2 virus binds to the host cell receptor and promotes the virus's entry into the target host cell. This interaction is primed by host cell proteases like furin and TMPRSS2, which act at the S1/S2 and S2´ cleavage sites, respectively. Both cleavage sites have serine or proline residues flanking either the single or polybasic region and were found to be conserved in coronaviruses. Unravelling the effects of these conserved residues on the virus entry and infectivity might facilitate the development of novel therapeutics. Here, we have investigated the role of the conserved serine and proline residues in the SARS-CoV-2 spike mediated entry, fusogenicity, and viral infectivity by using the HIV-1/spike-based pseudovirus system. A conserved serine residue mutation to alanine (S2´S-A) at the S2´ cleavage site resulted in the complete loss of spike cleavage. Exogenous treatment with trypsin or overexpression of TMPRSS2 protease could not rescue the loss of spike cleavage and biological activity. The S2´S-A mutant showed no significant responses against E-64d, TMPRSS2 or other relevant inhibitors. Taken together, serine at the S2´ site in the spike protein was indispensable for spike protein cleavage and virus infectivity. Thus, novel interventions targeting the conserved serine at the S2´ cleavage site should be explored to reduce severe disease caused by SARS-CoV-2-and novel emerging variants. Supplementary Information The online version contains supplementary material available at 10.1007/s13205-023-03749-y.
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Affiliation(s)
- Ritika Khatri
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Bharat Lohiya
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Gurleen Kaur
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Vikas Maithil
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Abhishek Goswami
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Debapriyo Sarmadhikari
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Shailendra Asthana
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
| | - Sweety Samal
- Translational Health Science & Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana 121001 India
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18
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Misra G, Manzoor A, Chopra M, Upadhyay A, Katiyar A, Bhushan B, Anvikar A. Genomic epidemiology of SARS-CoV-2 from Uttar Pradesh, India. Sci Rep 2023; 13:14847. [PMID: 37684328 PMCID: PMC10491582 DOI: 10.1038/s41598-023-42065-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023] Open
Abstract
The various strains and mutations of SARS-CoV-2 have been tracked using several forms of genomic classification systems. The present study reports high-throughput sequencing and analysis of 99 SARS-CoV-2 specimens from Western Uttar Pradesh using sequences obtained from the GISAID database, followed by phylogeny and clade classification. Phylogenetic analysis revealed that Omicron lineages BA-2-like (55.55%) followed by Delta lineage-B.1.617.2 (45.5%) were predominantly circulating in this area Signature substitution at positions S: N501Y, S: D614G, S: T478K, S: K417N, S: E484A, S: P681H, and S: S477N were commonly detected in the Omicron variant-BA-2-like, however S: D614G, S: L452R, S: P681R and S: D950N were confined to Delta variant-B.1.617.2. We have also identified three escape variants in the S gene at codon position 19 (T19I/R), 484 (E484A/Q), and 681 (P681R/H) during the fourth and fifth waves in India. Based on the phylogenetic diversification studies and similar changes in other lineages, our analysis revealed indications of convergent evolution as the virus adjusts to the shifting immunological profile of its human host. To the best of our knowledge, this study is an approach to comprehensively map the circulating SARS-CoV-2 strains from Western Uttar Pradesh using an integrated approach of whole genome sequencing and phylogenetic analysis. These findings will be extremely valuable in developing a structured approach toward pandemic preparedness and evidence-based intervention plans in the future.
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Affiliation(s)
- Gauri Misra
- Molecular Diagnostics and COVID-19 Kit Testing Laboratory, National Institute of Biologicals (Ministry of Health and Family Welfare), A-32, Sector-62, Institutional Area, Noida, UP, 201309, India.
| | - Ashrat Manzoor
- Molecular Diagnostics and COVID-19 Kit Testing Laboratory, National Institute of Biologicals (Ministry of Health and Family Welfare), A-32, Sector-62, Institutional Area, Noida, UP, 201309, India
| | - Meenu Chopra
- National Dairy Research Institute, Karnal, Haryana, India
| | - Archana Upadhyay
- Molecular Diagnostics and COVID-19 Kit Testing Laboratory, National Institute of Biologicals (Ministry of Health and Family Welfare), A-32, Sector-62, Institutional Area, Noida, UP, 201309, India
| | - Amit Katiyar
- Bioinformatics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Brij Bhushan
- Molecular Diagnostics and COVID-19 Kit Testing Laboratory, National Institute of Biologicals (Ministry of Health and Family Welfare), A-32, Sector-62, Institutional Area, Noida, UP, 201309, India
| | - Anup Anvikar
- Molecular Diagnostics and COVID-19 Kit Testing Laboratory, National Institute of Biologicals (Ministry of Health and Family Welfare), A-32, Sector-62, Institutional Area, Noida, UP, 201309, India
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19
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Ramasamy R. Overview of immunological & virological factors driving the evolution & global spread of SARS-CoV-2 variants. Indian J Med Res 2023; 158:257-268. [PMID: 37815068 PMCID: PMC10720969 DOI: 10.4103/ijmr.ijmr_2591_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Indexed: 10/11/2023] Open
Abstract
The SARS-CoV-2, a highly infectious positive strand RNA virus first identified in December 2019, has produced multiple genetic variants that have rapidly and sequentially spread worldwide during the coronavirus disease 2019 (COVID-19) pandemic. Genetic changes in SARS-CoV-2 for greater infectivity, replication and transmission were selected during the early stages of the pandemic. More recently, after widespread infection and vaccination, SARS-CoV-2 variants that evade antigen-specific adaptive immunity, have begun to be selected. This article provides an overview of the molecular immunological and virological factors underlying the origin and global spread of important SARS-CoV-2 variant lineages.
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20
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Chen S, Wang S. The immune mechanism of the nasal epithelium in COVID-19-related olfactory dysfunction. Front Immunol 2023; 14:1045009. [PMID: 37529051 PMCID: PMC10387544 DOI: 10.3389/fimmu.2023.1045009] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 06/29/2023] [Indexed: 08/03/2023] Open
Abstract
During the first waves of the coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, olfactory dysfunction (OD) was reported as a frequent clinical sign. The nasal epithelium is one of the front-line protections against viral infections, and the immune responses of the nasal mucosa may be associated with OD. Two mechanisms underlying OD occurrence in COVID-19 have been proposed: the infection of sustentacular cells and the inflammatory reaction of the nasal epithelium. The former triggers OD and the latter likely prolongs OD. These two alternative mechanisms may act in parallel; the infection of sustentacular cells is more important for OD occurrence because sustentacular cells are more likely to be the entry point of SARS-CoV-2 than olfactory neurons and more susceptible to early injury. Furthermore, sustentacular cells abundantly express transmembrane protease, serine 2 (TMPRSS2) and play a major role in the olfactory epithelium. OD occurrence in COVID-19 has revealed crucial roles of sustentacular cells. This review aims to elucidate how immune responses of the nasal epithelium contribute to COVID-19-related OD. Understanding the underlying immune mechanisms of the nasal epithelium in OD may aid in the development of improved medical treatments for COVID-19-related OD.
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Affiliation(s)
| | - Shufen Wang
- Biomedical Engineering Research Institute, Kunming Medical University, Kunming, Yunnan, China
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21
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Sadhu S, Dalal R, Dandotiya J, Binayke A, Singh V, Tripathy MR, Das V, Goswami S, Kumar S, Rizvi ZA, Awasthi A. IL-9 aggravates SARS-CoV-2 infection and exacerbates associated airway inflammation. Nat Commun 2023; 14:4060. [PMID: 37429848 DOI: 10.1038/s41467-023-39815-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 06/30/2023] [Indexed: 07/12/2023] Open
Abstract
SARS-CoV-2 infection is known for causing broncho-alveolar inflammation. Interleukin 9 (IL-9) induces airway inflammation and bronchial hyper responsiveness in respiratory viral illnesses and allergic inflammation, however, IL-9 has not been assigned a pathologic role in COVID-19. Here we show, in a K18-hACE2 transgenic (ACE2.Tg) mouse model, that IL-9 contributes to and exacerbates viral spread and airway inflammation caused by SARS-CoV-2 infection. ACE2.Tg mice with CD4+ T cell-specific deficiency of the transcription factor Forkhead Box Protein O1 (Foxo1) produce significantly less IL-9 upon SARS-CoV-2 infection than the wild type controls and they are resistant to the severe inflammatory disease that characterises the control mice. Exogenous IL-9 increases airway inflammation in Foxo1-deficient mice, while IL-9 blockade reduces and suppresses airway inflammation in SARS-CoV-2 infection, providing further evidence for a Foxo1-Il-9 mediated Th cell-specific pathway playing a role in COVID-19. Collectively, our study provides mechanistic insight into an important inflammatory pathway in SARS-CoV-2 infection, and thus represents proof of principle for the development of host-directed therapeutics to mitigate disease severity.
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Affiliation(s)
- Srikanth Sadhu
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
- Immunology-Core Laboratory, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Rajdeep Dalal
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Jyotsna Dandotiya
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Akshay Binayke
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Virendra Singh
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Manas Ranjan Tripathy
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
- Immunology-Core Laboratory, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Vinayaka Das
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Sandeep Goswami
- Immunology-Core Laboratory, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Shakti Kumar
- Centre for Human Microbiome and Anti-Microbial Resistance, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad-Gurgaon Expressway, Faridabad, 121001, Haryana, India
| | - Zaigham Abbas Rizvi
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
- Immunology-Core Laboratory, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India
| | - Amit Awasthi
- Centre for Immunobiology and Immunotherapy, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India.
- Immunology-Core Laboratory, Translational Health Science and Technology Institute, NCR-Biotech Science Cluster, 3rd Milestone, Faridabad, 121 001, Haryana, India.
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22
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Malaga JL, Pajuelo MJ, Okamoto M, Tsinda EK, Otani K, Tsukayama P, Mascaro L, Cuicapuza D, Katsumi M, Kawamura K, Nishimura H, Sakagami A, Ueki Y, Omiya S, Okamoto S, Nakayama A, Fujimaki SI, Yu C, Azam S, Kodama E, Dapat C, Oshitani H, Saito M. Rapid Detection of SARS-CoV-2 RNA Using Reverse Transcription Recombinase Polymerase Amplification (RT-RPA) with Lateral Flow for N-Protein Gene and Variant-Specific Deletion-Insertion Mutation in S-Protein Gene. Viruses 2023; 15:1254. [PMID: 37376555 DOI: 10.3390/v15061254] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/21/2023] [Accepted: 05/24/2023] [Indexed: 06/29/2023] Open
Abstract
Rapid molecular testing for severe acute respiratory coronavirus 2 (SARS-CoV-2) variants may contribute to the development of public health measures, particularly in resource-limited areas. Reverse transcription recombinase polymerase amplification using a lateral flow assay (RT-RPA-LF) allows rapid RNA detection without thermal cyclers. In this study, we developed two assays to detect SARS-CoV-2 nucleocapsid (N) gene and Omicron BA.1 spike (S) gene-specific deletion-insertion mutations (del211/ins214). Both tests had a detection limit of 10 copies/µL in vitro and the detection time was approximately 35 min from incubation to detection. The sensitivities of SARS-CoV-2 (N) RT-RPA-LF by viral load categories were 100% for clinical samples with high (>9015.7 copies/µL, cycle quantification (Cq): < 25) and moderate (385.5-9015.7 copies/µL, Cq: 25-29.9) viral load, 83.3% for low (16.5-385.5 copies/µL, Cq: 30-34.9), and 14.3% for very low (<16.5 copies/µL, Cq: 35-40). The sensitivities of the Omicron BA.1 (S) RT-RPA-LF were 94.9%, 78%, 23.8%, and 0%, respectively, and the specificity against non-BA.1 SARS-CoV-2-positive samples was 96%. The assays seemed more sensitive than rapid antigen detection in moderate viral load samples. Although implementation in resource-limited settings requires additional improvements, deletion-insertion mutations were successfully detected by the RT-RPA-LF technique.
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Affiliation(s)
- Jose L Malaga
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Monica J Pajuelo
- Laboratorio Microbiología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima 15102, Peru
| | - Michiko Okamoto
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Emmanuel Kagning Tsinda
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
- Center for Biomedical Innovation, Sinskey Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Kanako Otani
- National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Pablo Tsukayama
- Laboratorio de Genómica Microbiana, Universidad Peruana Cayetano Heredia, Lima 15102, Peru
| | - Lucero Mascaro
- Laboratorio Microbiología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima 15102, Peru
| | - Diego Cuicapuza
- Laboratorio de Genómica Microbiana, Universidad Peruana Cayetano Heredia, Lima 15102, Peru
| | - Masamichi Katsumi
- Sendai City Institute of Health, Sendai 984-0002, Japan
- Sendai Shirayuri Women's College, Sendai 981-3107, Japan
| | | | - Hidekazu Nishimura
- Virus Research Center, Clinical Research Division, Sendai Medical Center, Sendai 983-8520, Japan
| | - Akie Sakagami
- Department of Microbiology, Miyagi Prefectural Institute of Public Health and Environment, Sendai 983-0836, Japan
| | - Yo Ueki
- Department of Microbiology, Miyagi Prefectural Institute of Public Health and Environment, Sendai 983-0836, Japan
| | - Suguru Omiya
- Virus Research Center, Clinical Research Division, Sendai Medical Center, Sendai 983-8520, Japan
| | - Satoshi Okamoto
- Department of Clinical Laboratory, Tohoku Kosai Hospital, Sendai 980-0803, Japan
| | - Asami Nakayama
- Department of Laboratory Medicine, Tohoku University Hospital, Sendai 980-8574, Japan
| | - Shin-Ichi Fujimaki
- Department of Laboratory Medicine, Tohoku University Hospital, Sendai 980-8574, Japan
| | - Chuyao Yu
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Sikandar Azam
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Eiichi Kodama
- International Research Institute of Disaster Science, Tohoku University, Sendai 980-8572, Japan
| | - Clyde Dapat
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
- WHO Collaborating Centre for Reference and Research on Influenza, The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Hitoshi Oshitani
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Mayuko Saito
- Department of Virology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
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23
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Yu T, Dong J, Qi Q, Lv Q, Li J, Huang C, Cai X. A Nomogram for Predicting Delayed Viral Shedding in Non-Severe SARS-CoV-2 Omicron Infection. Infect Drug Resist 2023; 16:2487-2500. [PMID: 37138833 PMCID: PMC10150765 DOI: 10.2147/idr.s407620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 04/19/2023] [Indexed: 05/05/2023] Open
Abstract
Purpose The Omicron variant of SARS-CoV-2 has emerged as a significant global concern, characterized by its rapid transmission and resistance to existing treatments and vaccines. However, the specific hematological and biochemical factors that may impact the clearance of Omicron variant infection remain unclear. The present study aimed to identify easily accessible laboratory markers that are associated with prolonged virus shedding in non-severe patients with COVID-19 caused by the Omicron variant. Patients and Methods A retrospective cohort study was conducted on 882 non-severe COVID-19 patients who were diagnosed with the Omicron variant in Shanghai between March and June 2022. The least absolute shrinkage and selection operator regression model was used for feature selection and dimensional reduction, and multivariate logistic regression analysis was performed to construct a nomogram for predicting the risk of prolonged SARS-CoV-2 RNA positivity lasting for more than 7 days. The receiver operating characteristic (ROC) curve and calibration curves were used to assess predictive discrimination and accuracy, with bootstrap validation. Results Patients were randomly divided into derivation (70%, n = 618) and validation (30%, n = 264) cohorts. Optimal independent markers for prolonged viral shedding time (VST) over 7 days were identified as Age, C-reactive protein (CRP), platelet count, leukocyte count, lymphocyte count, and eosinophil count. These factors were subsequently incorporated into the nomogram utilizing bootstrap validation. The area under the curve (AUC) in the derivation (0.761) and validation (0.756) cohorts indicated good discriminative ability. The calibration curve showed good agreement between the nomogram-predicted and actual patients with VST over 7 days. Conclusion Our study confirmed six factors associated with delayed VST in non-severe SARS-CoV-2 Omicron infection and constructed a Nomogram which may assist non-severely affected patients to better estimate the appropriate length of self-isolation and optimize their self-management strategies.
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Affiliation(s)
- Tianyu Yu
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Jiangnan Dong
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Qi Qi
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Qiang Lv
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Jun Li
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Chaojun Huang
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
| | - Xiaoyan Cai
- Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China
- Correspondence: Xiaoyan Cai, Department of General Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, 200135, People’s Republic of China, Tel/Fax +86-21-58858730, Email
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