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Ahmed MN, Abu Habib US, Abdallah AM, Emara MM, Pain A, Althani AA, Nasrallah GK, Yassine HM, Al-Khatib HA. The impact of pre-existing immunity on the emergence of within-host immune-escape mutations in Omicron lineages. J Gen Virol 2025; 106:002108. [PMID: 40358996 PMCID: PMC12075854 DOI: 10.1099/jgv.0.002108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 04/25/2025] [Indexed: 05/15/2025] Open
Abstract
The Omicron variant of SARS-CoV-2 circulating amongst highly immunized populations is anticipated to induce immunological pressures, potentially compromising existing immunity. This study investigates vaccine-induced immunity's impact on within-host diversity of Omicron variants and evaluates sub-consensus mutations at spike protein antigenic sites. Next-generation sequencing assessed the within-host diversity of 728 Omicron-positive samples (421 vaccinated; 307 unvaccinated). Quantitative analysis revealed limited vaccine impact, regardless of lineage, vaccine type or doses. Non-lineage mutations (39, 33 and 25 in BA.2*, BA.4* and BA.5* lineages, respectively) were detected, some showing higher incidence in vaccinated individuals. Six mutations detected at sub-consensus levels at antigenic sites suggest increased immune pressure on the spike protein in vaccinated individuals. Four high-prevalence antigenic mutations, absent from global GISAID sequences, were identified. Although within-host diversity did not significantly differ between vaccination statuses, detected mutations suggest that vaccine-induced immunity may influence within-host mutation patterns.
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Affiliation(s)
- Muna N. Ahmed
- Biomedical Research Center, QU Health, Qatar University, Doha, P.O. 2713, Qatar
| | | | | | - Mohamed M. Emara
- College of Medicine, QU Health, Qatar University, Doha, P.O. 2713, Qatar
| | - Arnab Pain
- Pathogen Genomics Laboratory, Bioscience Program, Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia
| | - Asmaa A. Althani
- Biomedical Research Center, QU Health, Qatar University, Doha, P.O. 2713, Qatar
- College of Health Sciences, QU Health, Qatar University, Doha, P.O. 2713, Qatar
| | | | - Hadi M. Yassine
- Biomedical Research Center, QU Health, Qatar University, Doha, P.O. 2713, Qatar
- College of Health Sciences, QU Health, Qatar University, Doha, P.O. 2713, Qatar
| | - Hebah A. Al-Khatib
- Biomedical Research Center, QU Health, Qatar University, Doha, P.O. 2713, Qatar
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2
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Moirangthem R, Cordela S, Khateeb D, Shor B, Kosik I, Schneidman-Duhovny D, Mandelboim M, Jönsson F, Yewdell JW, Bruel T, Bar-On Y. Dual neutralization of influenza virus hemagglutinin and neuraminidase by a bispecific antibody leads to improved antiviral activity. Mol Ther 2024; 32:3712-3728. [PMID: 39086132 PMCID: PMC11489563 DOI: 10.1016/j.ymthe.2024.07.023] [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: 04/09/2024] [Revised: 07/15/2024] [Accepted: 07/28/2024] [Indexed: 08/02/2024] Open
Abstract
Targeting multiple viral proteins is pivotal for sustained suppression of highly mutable viruses. In recent years, broadly neutralizing antibodies that target the influenza virus hemagglutinin and neuraminidase glycoproteins have been developed, and antibody monotherapy has been tested in preclinical and clinical studies to treat or prevent influenza virus infection. However, the impact of dual neutralization of the hemagglutinin and neuraminidase on the course of infection, as well as its therapeutic potential, has not been thoroughly tested. For this purpose, we generated a bispecific antibody that neutralizes both the hemagglutinin and the neuraminidase of influenza viruses. We demonstrated that this bispecific antibody has a dual-antiviral activity as it blocks infection and prevents the release of progeny viruses from the infected cells. We show that dual neutralization of the hemagglutinin and the neuraminidase by a bispecific antibody is advantageous over monoclonal antibody combination as it resulted an improved neutralization capacity and augmented the antibody effector functions. Notably, the bispecific antibody showed enhanced antiviral activity in influenza virus-infected mice, reduced mice mortality, and limited the virus mutation profile upon antibody administration. Thus, dual neutralization of the hemagglutinin and neuraminidase could be effective in controlling influenza virus infection.
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MESH Headings
- Antibodies, Bispecific/pharmacology
- Antibodies, Bispecific/immunology
- Animals
- Neuraminidase/antagonists & inhibitors
- Neuraminidase/immunology
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/pharmacology
- Mice
- Humans
- Hemagglutinin Glycoproteins, Influenza Virus/immunology
- Antibodies, Viral/immunology
- Antiviral Agents/pharmacology
- Antiviral Agents/therapeutic use
- Orthomyxoviridae Infections/immunology
- Orthomyxoviridae Infections/drug therapy
- Orthomyxoviridae Infections/virology
- Neutralization Tests
- Dogs
- Disease Models, Animal
- Madin Darby Canine Kidney Cells
- Influenza, Human/immunology
- Influenza, Human/virology
- Influenza, Human/drug therapy
- Female
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Affiliation(s)
- Romila Moirangthem
- Department of Immunology, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525422, Israel
| | - Sapir Cordela
- Department of Immunology, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525422, Israel
| | - Dina Khateeb
- Department of Immunology, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525422, Israel
| | - Ben Shor
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel
| | - Ivan Kosik
- Cellular Biology Section, Laboratory of Viral Diseases, NIAID, Bethesda, MD 20892, USA
| | - Dina Schneidman-Duhovny
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel
| | - Michal Mandelboim
- Central Virology Laboratory, Sheba Medical Center, Tel Hashomer 52621, Israel
| | - Friederike Jönsson
- Institut Pasteur, Université de Paris, Unit of Antibodies in Therapy and Pathology; Inserm UMR1222, Paris 75015, France; CNRS, Paris 75015, France
| | - Jonathan W Yewdell
- Cellular Biology Section, Laboratory of Viral Diseases, NIAID, Bethesda, MD 20892, USA
| | - Timothée Bruel
- Virus and Immunity Unit, Institut Pasteur, Université Paris Cité; CNRS UMR3569, Paris, France; Vaccine Research Institute, Créteil, France
| | - Yotam Bar-On
- Department of Immunology, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525422, Israel.
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3
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Delgado S, Somovilla P, Ferrer-Orta C, Martínez-González B, Vázquez-Monteagudo S, Muñoz-Flores J, Soria ME, García-Crespo C, de Ávila AI, Durán-Pastor A, Gadea I, López-Galíndez C, Moran F, Lorenzo-Redondo R, Verdaguer N, Perales C, Domingo E. Incipient functional SARS-CoV-2 diversification identified through neural network haplotype maps. Proc Natl Acad Sci U S A 2024; 121:e2317851121. [PMID: 38416684 PMCID: PMC10927536 DOI: 10.1073/pnas.2317851121] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 01/08/2024] [Indexed: 03/01/2024] Open
Abstract
Since its introduction in the human population, SARS-CoV-2 has evolved into multiple clades, but the events in its intrahost diversification are not well understood. Here, we compare three-dimensional (3D) self-organized neural haplotype maps (SOMs) of SARS-CoV-2 from thirty individual nasopharyngeal diagnostic samples obtained within a 19-day interval in Madrid (Spain), at the time of transition between clades 19 and 20. SOMs have been trained with the haplotype repertoire present in the mutant spectra of the nsp12- and spike (S)-coding regions. Each SOM consisted of a dominant neuron (displaying the maximum frequency), surrounded by a low-frequency neuron cloud. The sequence of the master (dominant) neuron was either identical to that of the reference Wuhan-Hu-1 genome or differed from it at one nucleotide position. Six different deviant haplotype sequences were identified among the master neurons. Some of the substitutions in the neural clouds affected critical sites of the nsp12-nsp8-nsp7 polymerase complex and resulted in altered kinetics of RNA synthesis in an in vitro primer extension assay. Thus, the analysis has identified mutations that are relevant to modification of viral RNA synthesis, present in the mutant clouds of SARS-CoV-2 quasispecies. These mutations most likely occurred during intrahost diversification in several COVID-19 patients, during an initial stage of the pandemic, and within a brief time period.
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Affiliation(s)
- Soledad Delgado
- Departamento de Sistemas Informáticos, Escuela Técnica Superior de Ingeniería de Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid28031, Spain
| | - Pilar Somovilla
- Microbes in Health and Welfare Program, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
- Departamento de Biología Molecular, Universidad Autónoma de Madrid, Madrid28049, Spain
| | - Cristina Ferrer-Orta
- Structural and Molecular Biology Department, Institut de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona08028, Spain
| | - Brenda Martínez-González
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Madrid28040, Spain
| | - Sergi Vázquez-Monteagudo
- Structural and Molecular Biology Department, Institut de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona08028, Spain
| | | | - María Eugenia Soria
- Microbes in Health and Welfare Program, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Madrid28040, Spain
| | - Carlos García-Crespo
- Microbes in Health and Welfare Program, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
| | - Ana Isabel de Ávila
- Microbes in Health and Welfare Program, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
| | - Antoni Durán-Pastor
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
| | - Ignacio Gadea
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Madrid28040, Spain
| | - Cecilio López-Galíndez
- Unidad de Virología Molecular, Laboratorio de Referencia e Investigación en retrovirus, Centro Nacional de Microbiología, Instituto de salud Carlos III, Majadahonda28222, Spain
| | - Federico Moran
- Departamento de Bioquímica y Biología Molecular, Universidad Complutense de Madrid, Madrid28040, Spain
| | - Ramon Lorenzo-Redondo
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Center for Pathogen Genomics and Microbial Evolution, Northwestern University Havey Institute for Global Health, Chicago, IL60611
| | - Nuria Verdaguer
- Structural and Molecular Biology Department, Institut de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona08028, Spain
| | - Celia Perales
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Madrid28040, Spain
| | - Esteban Domingo
- Microbes in Health and Welfare Program, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas, Madrid28049, Spain
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4
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Dudouet P, Colson P, Aherfi S, Levasseur A, Beye M, Delerce J, Burel E, Lavrard P, Bader W, Lagier JC, Fournier PE, La Scola B, Raoult D. SARS-CoV-2 quasi-species analysis from patients with persistent nasopharyngeal shedding. Sci Rep 2022; 12:18721. [PMID: 36333340 PMCID: PMC9636146 DOI: 10.1038/s41598-022-22060-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
At the time of a new and unprecedented viral pandemic, many questions are being asked about the genomic evolution of SARS-CoV-2 and the emergence of different variants, leading to therapeutic and immune evasion and survival of this genetically highly labile RNA virus. The nasopharyngeal persistence of infectious virus beyond 17 days proves its constant interaction with the human immune system and increases the intra-individual mutational possibilities. We performed a prospective high-throughput sequencing study (ARTIC Nanopore) of SARS-CoV-2 from so-called "persistent" patients, comparing them with a non-persistent population, and analyzing the quasi-species present in a single sample at time t. Global intra-individual variability in persistent patients was found to be higher than in controls (mean 5.3%, Standard deviation 0.9 versus 4.6% SD 0.3, respectively, p < 0.001). In the detailed analysis, we found a greater difference between persistent and non-persistent patients with non-severe COVID 19, and between the two groups infected with clade 20A. Furthermore, we found minority N501Y and P681H mutation clouds in all patients, with no significant differences found both groups. The question of the SARS-CoV-2 viral variants' genesis remains to be further investigated, with the need to prevent new viral propagations and their consequences, and quasi-species analysis could be an important key to watch out.
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Affiliation(s)
- Pierre Dudouet
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Philippe Colson
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Sarah Aherfi
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Anthony Levasseur
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Mamadou Beye
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Jeremy Delerce
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Emilie Burel
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Philippe Lavrard
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Vecteurs-Infections Tropicales et Méditerranéennes (VITROME), Aix-Marseille Univ, Marseille, France
| | - Wahiba Bader
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Jean-Christophe Lagier
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Pierre-Edouard Fournier
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Vecteurs-Infections Tropicales et Méditerranéennes (VITROME), Aix-Marseille Univ, Marseille, France
| | - Bernard La Scola
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Didier Raoult
- grid.483853.10000 0004 0519 5986IHU Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France ,grid.5399.60000 0001 2176 4817Microbes Evolution Phylogeny and Infections (MEPHI), Institut de Recherche Pour Le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), MEPHI, Aix-Marseille Univ., 27 Boulevard Jean Moulin, 13005 Marseille, France
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5
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Fourati S, Gautier G, Chovelon M, Soulier A, N'Debi M, Demontant V, Kennel C, Rodriguez C, Pawlotsky JM. Persistent SARS-CoV-2 Alpha Variant Infection in Immunosuppressed Patient, France, February 2022. Emerg Infect Dis 2022; 28:1512-1515. [PMID: 35514025 PMCID: PMC9239896 DOI: 10.3201/eid2807.220467] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We describe persistent circulation of SARS-CoV-2 Alpha variant in an immunosuppressed patient in France during February 2022. The virus had a new pattern of mutation accumulation. The ongoing circulation of previous variants of concern could lead to reemergence of variants with the potential to propagate future waves of infection.
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6
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Immunological Study of Combined Administration of SARS-CoV-2 DNA Vaccine and Inactivated Vaccine. Vaccines (Basel) 2022; 10:vaccines10060929. [PMID: 35746536 PMCID: PMC9228235 DOI: 10.3390/vaccines10060929] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/02/2022] [Accepted: 06/08/2022] [Indexed: 01/27/2023] Open
Abstract
Objective: We constructed two DNA vaccines containing the receptor-binding domain (RBD) genes of multiple SARS-CoV-2 variants and used them in combination with inactivated vaccines in a variety of different protocols to explore potential novel immunization strategies against SARS-CoV-2 variants. Methods: Two DNA vaccine candidates with different signal peptides (namely, secreted and membrane signal peptides) and RBD protein genes of different SARS-CoV-2 strains (Wuhan-Hu-1, B.1.351, B.1.617.2, C.37) were used. Four different combinations of DNA and inactivated vaccines were tested, namely, Group A: three doses of DNA vaccine; B: three doses of DNA vaccine and one dose of inactivated vaccine; C: two doses of inactivated vaccine and one dose of DNA vaccine; and D: coadministration of DNA and inactivated vaccines in two doses. Subgroups were grouped according to the signal peptide used (subgroup 1 contained secreted signal peptides, and subgroup 2 contained membrane signal peptides). The in vitro expression of the DNA vaccines, the humoral and cellular immunity responses of the immunized mice, the immune cell population changes in local lymph nodes, and proinflammatory cytokine levels in serum samples were evaluated. Results: The antibody responses and cellular immunity in Group A were weak for all SARS-CoV-2 strains; for Group B, there was a great enhancement of neutralizing antibody (Nab) titers against the B.1.617.2 variant strain. Group C showed a significant increase in antibody responses (NAb titers against the Wuhan-Hu-1 strain were 768 and 1154 for Group C1 and Group C2, respectively, versus 576) and cellular immune responses, especially for variant B.1.617.2 (3240 (p < 0.001) and 2430 (p < 0.05) for Group C1 and Group C2, versus 450); Group D showed an improvement in immunogenicity. Group C induced higher levels of multiple cytokines. Conclusion: The DNA vaccine candidates we constructed, administered as boosters, could enhance the humoral and cellular immune responses of inactivated vaccines against COVID-19, especially for B.1.617.2.
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7
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Martínez-González B, Soria ME, Vázquez-Sirvent L, Ferrer-Orta C, Lobo-Vega R, Mínguez P, de la Fuente L, Llorens C, Soriano B, Ramos-Ruíz R, Cortón M, López-Rodríguez R, García-Crespo C, Somovilla P, Durán-Pastor A, Gallego I, de Ávila AI, Delgado S, Morán F, López-Galíndez C, Gómez J, Enjuanes L, Salar-Vidal L, Esteban-Muñoz M, Esteban J, Fernández-Roblas R, Gadea I, Ayuso C, Ruíz-Hornillos J, Verdaguer N, Domingo E, Perales C. SARS-CoV-2 Mutant Spectra at Different Depth Levels Reveal an Overwhelming Abundance of Low Frequency Mutations. Pathogens 2022; 11:662. [PMID: 35745516 PMCID: PMC9227345 DOI: 10.3390/pathogens11060662] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/02/2022] [Accepted: 06/06/2022] [Indexed: 12/23/2022] Open
Abstract
Populations of RNA viruses are composed of complex and dynamic mixtures of variant genomes that are termed mutant spectra or mutant clouds. This applies also to SARS-CoV-2, and mutations that are detected at low frequency in an infected individual can be dominant (represented in the consensus sequence) in subsequent variants of interest or variants of concern. Here we briefly review the main conclusions of our work on mutant spectrum characterization of hepatitis C virus (HCV) and SARS-CoV-2 at the nucleotide and amino acid levels and address the following two new questions derived from previous results: (i) how is the SARS-CoV-2 mutant and deletion spectrum composition in diagnostic samples, when examined at progressively lower cut-off mutant frequency values in ultra-deep sequencing; (ii) how the frequency distribution of minority amino acid substitutions in SARS-CoV-2 compares with that of HCV sampled also from infected patients. The main conclusions are the following: (i) the number of different mutations found at low frequency in SARS-CoV-2 mutant spectra increases dramatically (50- to 100-fold) as the cut-off frequency for mutation detection is lowered from 0.5% to 0.1%, and (ii) that, contrary to HCV, SARS-CoV-2 mutant spectra exhibit a deficit of intermediate frequency amino acid substitutions. The possible origin and implications of mutant spectrum differences among RNA viruses are discussed.
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Affiliation(s)
- Brenda Martínez-González
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain;
| | - María Eugenia Soria
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
| | - Lucía Vázquez-Sirvent
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Cristina Ferrer-Orta
- Structural Biology Department, Institut de Biología Molecular de Barcelona CSIC, 08028 Barcelona, Spain; (C.F.-O.); (N.V.)
| | - Rebeca Lobo-Vega
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Pablo Mínguez
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (P.M.); (L.d.l.F.); (M.C.); (R.L.-R.); (C.A.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Bioinformatics Unit, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Lorena de la Fuente
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (P.M.); (L.d.l.F.); (M.C.); (R.L.-R.); (C.A.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Bioinformatics Unit, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Carlos Llorens
- Biotechvana, “Scientific Park”, Universidad de Valencia, 46980 Valencia, Spain; (C.L.); (B.S.)
| | - Beatriz Soriano
- Biotechvana, “Scientific Park”, Universidad de Valencia, 46980 Valencia, Spain; (C.L.); (B.S.)
| | - Ricardo Ramos-Ruíz
- Unidad de Genómica, “Scientific Park of Madrid”, Campus de Cantoblanco, 28049 Madrid, Spain;
| | - Marta Cortón
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (P.M.); (L.d.l.F.); (M.C.); (R.L.-R.); (C.A.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Rosario López-Rodríguez
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (P.M.); (L.d.l.F.); (M.C.); (R.L.-R.); (C.A.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Carlos García-Crespo
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
| | - Pilar Somovilla
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Departamento de Biología Molecular, Universidad Autónoma de Madrid, Campus de Cantoblanco, 28049 Madrid, Spain
| | - Antoni Durán-Pastor
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
| | - Isabel Gallego
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
| | - Ana Isabel de Ávila
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
| | - Soledad Delgado
- Departamento de Sistemas Informáticos, Escuela Técnica Superior de Ingeniería de Sistemas Informáticos (ETSISI), Universidad Politécnica de Madrid, 28031 Madrid, Spain;
| | - Federico Morán
- Departamento de Bioquímica y Biología Molecular, Universidad Complutense de Madrid, 28005 Madrid, Spain;
| | - Cecilio López-Galíndez
- Unidad de Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, 28222 Madrid, Spain;
| | - Jordi Gómez
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
- Instituto de Parasitología y Biomedicina ‘López-Neyra’ (CSIC), Parque Tecnológico Ciencias de la Salud, Armilla, 18016 Granada, Spain
| | - Luis Enjuanes
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain;
| | - Llanos Salar-Vidal
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Mario Esteban-Muñoz
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Jaime Esteban
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Ricardo Fernández-Roblas
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Ignacio Gadea
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
| | - Carmen Ayuso
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (P.M.); (L.d.l.F.); (M.C.); (R.L.-R.); (C.A.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Javier Ruíz-Hornillos
- Allergy Unit, Hospital Infanta Elena, Valdemoro, 28342 Madrid, Spain;
- Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain
- Faculty of Medicine, Universidad Francisco de Vitoria, 28223 Madrid, Spain
| | - Nuria Verdaguer
- Structural Biology Department, Institut de Biología Molecular de Barcelona CSIC, 08028 Barcelona, Spain; (C.F.-O.); (N.V.)
| | - Esteban Domingo
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain; (C.G.-C.); (P.S.); (A.D.-P.); (I.G.); (A.I.d.Á.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
| | - Celia Perales
- Department of Clinical Microbiology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Av. Reyes Católicos 2, 28040 Madrid, Spain; (B.M.-G.); (M.E.S.); (L.V.-S.); (R.L.-V.); (L.S.-V.); (M.E.-M.); (J.E.); (R.F.-R.); (I.G.)
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain;
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain;
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Fu YS, Ho WY, Kang N, Tsai MJ, Wu J, Huang L, Weng CF. Pharmaceutical Prospects of Curcuminoids for the Remedy of COVID-19: Truth or Myth. Front Pharmacol 2022; 13:863082. [PMID: 35496320 PMCID: PMC9047796 DOI: 10.3389/fphar.2022.863082] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/01/2022] [Indexed: 01/09/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which is a positive-strand RNA virus, and has rapidly spread worldwide as a pandemic. The vaccines, repurposed drugs, and specific treatments have led to a surge of novel therapies and guidelines nowadays; however, the epidemic of COVID-19 is not yet fully combated and is still in a vital crisis. In repositioning drugs, natural products are gaining attention because of the large therapeutic window and potent antiviral, immunomodulatory, anti-inflammatory, and antioxidant properties. Of note, the predominant curcumoid extracted from turmeric (Curcuma longa L.) including phenolic curcumin influences multiple signaling pathways and has demonstrated to possess anti-inflammatory, antioxidant, antimicrobial, hypoglycemic, wound healing, chemopreventive, chemosensitizing, and radiosensitizing spectrums. In this review, all pieces of current information related to curcumin-used for the treatment and prevention of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection through in vitro, in vivo, and in silico studies, clinical trials, and new formulation designs are retrieved to re-evaluate the applications based on the pharmaceutical efficacy of clinical therapy and to provide deep insights into knowledge and strategy about the curcumin's role as an immune booster, inflammatory modulator, and therapeutic agent against COVID-19. Moreover, this study will also afford a favorable application or approach with evidence based on the drug discovery and development, pharmacology, functional foods, and nutraceuticals for effectively fighting the COVID-19 pandemic.
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Affiliation(s)
- Yaw-Syan Fu
- Department of Basic Medical Science, Anatomy and Functional Physiology Section, Xiamen Medical College, Xiamen, China,Department of Basic Medical Science, Institute of Respiratory Disease, Xiamen Medical College, Xiamen, China
| | - Wan-Yi Ho
- Department of Anatomy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ning Kang
- Department of Otorhinolaryngology, the Second Affiliated Hospital of Xiamen Medical College, Xiamen, China
| | - May-Jywan Tsai
- Department of Neurosurgery, Neurological Institute, Neurological Institute, Taipei, Taiwan
| | - Jingyi Wu
- Department of Basic Medical Science, Anatomy and Functional Physiology Section, Xiamen Medical College, Xiamen, China
| | - Liyue Huang
- Department of Basic Medical Science, Anatomy and Functional Physiology Section, Xiamen Medical College, Xiamen, China
| | - Ching-Feng Weng
- Department of Basic Medical Science, Anatomy and Functional Physiology Section, Xiamen Medical College, Xiamen, China,Department of Basic Medical Science, Institute of Respiratory Disease, Xiamen Medical College, Xiamen, China,*Correspondence: Ching-Feng Weng, ,
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