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Pashameah RA, Soltane R, Sayed AM. A novel inhibitor of SARS-CoV infection: Lactulose octasulfate interferes with ACE2-Spike protein binding. Heliyon 2024; 10:e23222. [PMID: 38163229 PMCID: PMC10754899 DOI: 10.1016/j.heliyon.2023.e23222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 11/28/2023] [Accepted: 11/29/2023] [Indexed: 01/03/2024] Open
Abstract
The ongoing challenge of managing coronaviruses, particularly SARS-CoV-2, necessitates the development of effective antiviral agents. This study introduces Lactulose octasulfate (LOS), a sulfated disaccharide, demonstrating significant antiviral activity against key coronaviruses including SARS-CoV-2, SARS-CoV, and MERS-CoV. We hypothesize LOS operates extracellularly, targeting the ACE2-S-protein axis, due to its low cellular permeability. Our investigation combines biolayer interferometry (BLI), isothermal titration calorimetry (ITC)-based experiments with in silico studies, revealing LOS's ability to reduce SARS-CoV-2's RBD's affinity for ACE2 in a dose-dependent manner, and bind tightly to ACE2 without inhibiting its enzymatic activity. Gaussian accelerated molecular dynamics simulations (GaMD) further supported these findings, illustrating LOS's potential as a broad-spectrum antiviral agent against current and future coronavirus strains, meriting in vivo and clinical exploration.
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Affiliation(s)
- Rami Adel Pashameah
- Department of Chemistry, Faculty of Applied Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Raya Soltane
- Department of Biology, Adham University College, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Ahmed M. Sayed
- Department of Pharmacognosy, Faculty of Pharmacy, Nahda University, 62513 Beni-Suef, Egypt
- Department of Pharmacognosy, collage of Pharmacy, Almaaqal University, 61014 Basra, Iraq
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2
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Burgos G, Ambuludí A, Morales-Jadán D, Garcia-Bereguiain MA, Muslin C, Armijos-Jaramillo V. A tool for the cheap and rapid screening of SARS-CoV-2 variants of concern (VoCs) by Sanger sequencing. Microbiol Spectr 2023; 11:e0506422. [PMID: 37676038 PMCID: PMC10586709 DOI: 10.1128/spectrum.05064-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 07/05/2023] [Indexed: 09/08/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an emerging virus that, since March 2020, has been responsible for a global and ongoing pandemic. Its rapid spread over the past nearly 3 years has caused novel variants to arise. To monitor the circulation and emergence of SARS-CoV-2 variants, surveillance systems based on nucleotide mutations are required. In this regard, we searched in the spike, ORF8, and nucleocapsid genes to detect variable sites among SARS-CoV-2 variants. We describe polymorphic genetic regions that enable us to differentiate between the Alpha, Beta, Gamma, Delta, and Omicron variants of concern (VoCs). We found 21 relevant mutations, 13 of which are unique for Omicron lineages BA.1/BA.1.1, BA.2, BA.3, BA.4, and BA.5. This genetic profile enables the discrimination between VoCs using only four reverse transcription PCR fragments and Sanger sequencing, offering a cheaper and faster alternative to whole-genome sequencing for SARS-CoV-2 surveillance. IMPORTANCE Our work describes a new (Sanger sequencing-based) screening methodology for SARS-CoV-2, performing PCR amplifications of a few target regions to detect diagnostic mutations between virus variants. Using the methodology developed in this work, we were able to discriminate between the following VoCs: Alpha, Beta, Gamma, Delta, and Omicron (BA.1/BA.1.1, BA.2, BA.3, BA.4, and BA.5). This becomes important, especially in low-income countries where current methodologies like next-generation sequencing have prohibitive costs. Furthermore, rapid detection would allow sanitary authorities to take rapid measures to limit the spread of the virus and therefore reduce the probability of new virus dispersion. With this methodological approach, 13 previously unreported diagnostic mutations among several Omicron lineages were found.
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Affiliation(s)
- Germán Burgos
- Facultad de Medicina, Universidad de Las Américas (UDLA), Quito, Ecuador
- One Health Research Group, Faculty of Health Sciences, Universidad de Las Américas (UDLA), Quito, Ecuador
| | - Andrés Ambuludí
- Carrera de Ingeniería en Biotecnología, Facultad de Ingenierías y Ciencias Aplicadas, Universidad de Las Américas (UDLA), Quito, Ecuador
| | - USFQ SARS-CoV-2 Consortium
- Instituto de Microbiología, Colegio de Ciencias Biológicas y Ambientales (COCIBA), Universidad San Francisco de Quito (USFQ), Cumbaya, Ecuador
| | - Diana Morales-Jadán
- One Health Research Group, Faculty of Health Sciences, Universidad de Las Américas (UDLA), Quito, Ecuador
| | | | - Claire Muslin
- One Health Research Group, Faculty of Health Sciences, Universidad de Las Américas (UDLA), Quito, Ecuador
| | - Vinicio Armijos-Jaramillo
- Carrera de Ingeniería en Biotecnología, Facultad de Ingenierías y Ciencias Aplicadas, Universidad de Las Américas (UDLA), Quito, Ecuador
- Grupo de Bio-Quimioinformática, Universidad de Las Américas (UDLA), Quito, Ecuador
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3
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Pashameah RA, Soltane R, Sayed AM. Discovery of raffinose sulfate as a potential SARS CoV-2 inhibitor via blocking its binding with angiotensin converting enzyme 2. Int J Biol Macromol 2023; 248:125818. [PMID: 37473891 DOI: 10.1016/j.ijbiomac.2023.125818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/23/2023] [Accepted: 07/11/2023] [Indexed: 07/22/2023]
Abstract
The present study aimed to characterize the possible binding sites on the SARS CoV-2 RBD-ACE2 complex and to highlight sulfated oligosaccharides as potential anti-SARS CoV-2 via inducing RBD-ACE2 complex destabilization and dissociation. By combining pharmacophore-based and structural-based virtual screening approaches we were able to discover raffinose sulfate (RS) as a potential antiviral sulfated oligosaccharide against two SARS CoV-2 variants (i.e., wild type and Omicron) (IC50 = 4.45 ± 0.28 μM and 4.65 ± 0.32 μM, respectively). Upon MD simulation, RS was able to establish stable binding at the RBD-ACE2 interface inducing a rapid dissociation. Accordingly, and by using bio-layer interferometry (BLI) assays, RS was able to significantly weaken the affinity between RBD (of both variants) and ACE2. Additionally, we found that RS has a poor cellular permeability indicating that its interaction with the RBD-ACE2 complex may be the main mechanism by which it mediates its antiviral activity against SARS CoV-2. Despite its proposed interaction with the RBD-ACE2 complex, RS did not show any inhibitory activity against ACE2 catalytic activity. In light of these findings, the RS scaffold can be further developed into a novel anti-SARS CoV-2 drug with improved activity and tolerability in comparison with other sulfated polysaccharides e.g., heparin and heparan.
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Affiliation(s)
- Rami Adel Pashameah
- Department of Chemistry, Faculty of Applied Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia.
| | - Raya Soltane
- Department of Basic Sciences, Adham University College, Umm Al-Qura University, Makkah 21955, Saudi Arabia.
| | - Ahmed M Sayed
- Department of Pharmacognosy, Faculty of Pharmacy, Nahda University, 62513 Beni-Suef, Egypt.
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Embekkat Kaviyil J, Raja K, Gaitonde R, Easwaran S, Kala V K, Korol Ponnambath D. Targeted Sanger Sequencing of a Cluster of COVID-19 Cases in the Surgical ICU of a Non-COVID Hospital: Lessons Learned. Cureus 2023; 15:e44755. [PMID: 37809129 PMCID: PMC10556540 DOI: 10.7759/cureus.44755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2023] [Indexed: 10/10/2023] Open
Abstract
Small clusters of infection due to SARS-CoV-2 in a non-COVID-19 healthcare facility can disrupt services. Here, we investigated a cluster of SARS-CoV-2 cases by targeted Sanger sequencing and clinical epidemiological methods in a non-COVID-19 super-specialty hospital. Epidemiological data were collected in a blinded manner using a proforma to find the risk factors associated with infection. Targeted Sanger sequencing of the spike protein receptor binding domain (RBD) coding region was performed on all the available real-time reverse transcription polymerase chain reaction (RT-PCR)-positive samples that included a patient, his mother, and 11 healthcare workers (HCWs) to determine any genomic variations in the samples from the cluster. All positive cases were due to the Delta variant. However, it detected a unique mutation, N501I, in the RBD region of the SARS-CoV-2 strains. The viral genome extracted from the mother's sample lacked the mutation, thus excluding her from the cluster and pointing out that the outbreak was nosocomial, leading to a focus on infection control measures. Though whole genome sequencing is more universally accepted, in this study, targeted sanger sequencing provided a rapid and cost-effective solution to correctly delineate between the actual cases that form the cluster and other community cases in a pandemic situation.
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Affiliation(s)
- Jyothi Embekkat Kaviyil
- Microbiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, IND
| | - Kavita Raja
- Microbiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, IND
| | - Rakhal Gaitonde
- Public Health, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, IND
| | | | - Kumari Kala V
- Nursing, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, IND
| | - Dinoop Korol Ponnambath
- Microbiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, IND
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Jaki L, Weigang S, Kern L, Kramme S, Wrobel AG, Grawitz AB, Nawrath P, Martin SR, Dähne T, Beer J, Disch M, Kolb P, Gutbrod L, Reuter S, Warnatz K, Schwemmle M, Gamblin SJ, Neumann-Haefelin E, Schnepf D, Welte T, Kochs G, Huzly D, Panning M, Fuchs J. Total escape of SARS-CoV-2 from dual monoclonal antibody therapy in an immunocompromised patient. Nat Commun 2023; 14:1999. [PMID: 37037847 PMCID: PMC10085998 DOI: 10.1038/s41467-023-37591-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 03/22/2023] [Indexed: 04/12/2023] Open
Abstract
Monoclonal antibodies (mAbs) directed against the spike of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are effective therapeutic options to combat infections in high-risk patients. Here, we report the adaptation of SARS-CoV-2 to the mAb cocktail REGN-COV in a kidney transplant patient with hypogammaglobulinemia. Following mAb treatment, the patient did not clear the infection. During viral persistence, SARS-CoV-2 acquired three novel spike mutations. Neutralization and mouse protection analyses demonstrate a complete viral escape from REGN-COV at the expense of ACE-2 binding. Final clearance of the virus occurred upon reduction of the immunosuppressive regimen and total IgG substitution. Serology suggests that the development of highly neutralizing IgM rather than IgG substitution aids clearance. Our findings emphasise that selection pressure by mAbs on SARS-CoV-2 can lead to development of escape variants in immunocompromised patients. Thus, modification of immunosuppressive therapy, if possible, might be preferable to control and clearance of the viral infection.
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Affiliation(s)
- Lena Jaki
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sebastian Weigang
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lisa Kern
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Stefanie Kramme
- Institute for Infection Prevention and Hospital Epidemiology, Freiburg University Medical Center, University of Freiburg, Freiburg, Germany
| | - Antoni G Wrobel
- The Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, London, UK
| | - Andrea B Grawitz
- Institute for Clinical Chemistry and Laboratory Medicine, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Philipp Nawrath
- The Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, London, UK
| | - Stephen R Martin
- The Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, London, UK
| | - Theo Dähne
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Julius Beer
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Miriam Disch
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Philipp Kolb
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lisa Gutbrod
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sandra Reuter
- Institute for Infection Prevention and Hospital Epidemiology, Freiburg University Medical Center, University of Freiburg, Freiburg, Germany
| | - Klaus Warnatz
- Department of Rheumatology and Clinical Immunology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Center for Chronic Immunodeficiency (CCI), Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Martin Schwemmle
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Steven J Gamblin
- The Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, London, UK
| | - Elke Neumann-Haefelin
- Renal Division, Department of Medicine, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Daniel Schnepf
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas Welte
- Renal Division, Department of Medicine, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Georg Kochs
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Daniela Huzly
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marcus Panning
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Jonas Fuchs
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
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6
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Peka M, Balatsky V. The impact of mutation sets in receptor-binding domain of SARS-CoV-2 variants on the stability of RBD–ACE2 complex. Future Virol 2023. [PMID: 37064325 PMCID: PMC10089296 DOI: 10.2217/fvl-2022-0152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/01/2023] [Indexed: 04/08/2023]
Abstract
Aim: Bioinformatic analysis of mutation sets in receptor-binding domain (RBD) of currently and previously circulating SARS-CoV-2 variants of concern (VOCs) and interest (VOIs) to assess their ability to bind the ACE2 receptor. Methods: In silico sequence and structure-oriented approaches were used to evaluate the impact of single and multiple mutations. Results: Mutations detected in VOCs and VOIs led to the reduction of binding free energy of the RBD–ACE2 complex, forming additional chemical bonds with ACE2, and to an increase of RBD–ACE2 complex stability. Conclusion: Mutation sets characteristic of SARS-CoV-2 variants have complex effects on the ACE2 receptor-binding affinity associated with amino acid interactions at mutation sites, as well as on the acquisition of other viral adaptive advantages.
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Affiliation(s)
- Mykyta Peka
- V. N. Karazin Kharkiv National University, Kharkiv, 61022, Ukraine
- Institute of Pig Breeding & Agroindustrial Production, National Academy of Agrarian Sciences of Ukraine, Poltava, 36013, Ukraine
| | - Viktor Balatsky
- V. N. Karazin Kharkiv National University, Kharkiv, 61022, Ukraine
- Institute of Pig Breeding & Agroindustrial Production, National Academy of Agrarian Sciences of Ukraine, Poltava, 36013, Ukraine
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7
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Ks S, Nair AS. Insights on the interaction of SARS-CoV-2 variant B.1.617.2 with antibody CR3022 and analysis of antibody resistance. J Genet Eng Biotechnol 2023; 21:35. [PMID: 36940010 PMCID: PMC10026237 DOI: 10.1186/s43141-023-00492-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 03/12/2023] [Indexed: 03/21/2023]
Abstract
BACKGROUND The existence of mutated Delta (B.1.617.2) variants of SARS-CoV-2 causes rapid transmissibility, increase in virulence, and decrease in the effectiveness of public health. Majority of mutations are seen in the surface spike, and they are considered as antigenicity and immunogenicity of the virus. Hence, finding suitable cross antibody or natural antibody and understanding its biomolecular recognition for neutralizing surface spike are crucial for developing many clinically approved COVID-19 vaccines. Here, we aim to design SARS-CoV-2 variant and hence, to understand its mechanism, binding affinity and neutralization potential with several antibodies. RESULTS In this study, we modelled six feasible spike protein (S1) configurations for Delta SARS-CoV-2 (B.1.617.2) and identified the best structure to interact with human antibodies. Initially, the impact of mutations at the receptor-binding domain (RBD) of B.1.617.2 was tested, and it is found that all mutations increase the stability of proteins (ΔΔG) and decrease the entropies. An exceptional case is noted for the mutation of G614D variant for which the vibration entropy change is found to be within the range of 0.133-0.004 kcal/mol/K. Temperature-dependent free energy change values (ΔG) for wild type is found to be - 0.1 kcal/mol, whereas all other cases exhibit values within the range of - 5.1 to - 5.5 kcal/mol. Mutation on spike increases the interaction with the glycoprotein antibody CR3022 and the binding affinity (CLUSpro energy = - 99.7 kcal/mol). The docked Delta variant with the following antibodies, etesevimab, bebtelovimab, BD-368-2, imdevimab, bamlanivimab, and casirivimab, exhibit a substantially decreased docking score (- 61.7 to - 112.0 kcal/mol) and the disappearance of several hydrogen bond interactions. CONCLUSION Characterization of antibody resistance for Delta variant with respect to the wild type gives understanding regarding why Delta variant endures the resistance boosted through several trademark vaccines. Several interactions with CR3022 have appeared compared to Wild for Delta variant, and hence, it is suggested that modification on the CR3022 antibody could further improve for the prevention of viral spread. Antibody resistance decreased significantly due to numerous hydrogen bond interactions which clearly indicate that these marketed/launched vaccines (etesevimab) will be effective for Delta variants.
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Affiliation(s)
- Sandhya Ks
- Department of Computational Biology and Bioinformatics, University of Kerala, Kerala, Thiruvananthapuram, India.
- Malankara Catholic College, Mariagiri, Kaliakkavilai, Kanyakumari, 629153, Tamil Nadu, India.
| | - Achuthsankar S Nair
- Department of Computational Biology and Bioinformatics, University of Kerala, Kerala, Thiruvananthapuram, India
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da Costa HHM, Orts DJB, Moura AD, Duarte-Neto AN, Cirqueira CS, Réssio RA, Kanamura CT, Miguita K, Ferreira JE, Santos RTM, Adriani PP, Cunha-Junior JP, Astray RM, Catarino RM, Lancelotti M, Prudencio CR. RBD and Spike DNA-Based Immunization in Rabbits Elicited IgG Avidity Maturation and High Neutralizing Antibody Responses against SARS-CoV-2. Viruses 2023; 15:v15020555. [PMID: 36851769 PMCID: PMC9959588 DOI: 10.3390/v15020555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 01/23/2023] [Accepted: 02/11/2023] [Indexed: 02/19/2023] Open
Abstract
Neutralizing antibodies (nAbs) are a critical part of coronavirus disease 2019 (COVID-19) research as they are used to gain insight into the immune response to severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) infections. Among the technologies available for generating nAbs, DNA-based immunization methods are an alternative to conventional protocols. In this pilot study, we investigated whether DNA-based immunization by needle injection in rabbits was a viable approach to produce a functional antibody response. We demonstrated that three doses of DNA plasmid carrying the gene encoding the full-length spike protein (S) or the receptor binding domain (RBD) of SARS-CoV-2 induced a time-dependent increase in IgG antibody avidity maturation. Moreover, the IgG antibodies displayed high cross neutralization by live SARS-CoV-2 and pseudoviruses neutralization assays. Thus, we established a simple, low cost and feasible DNA-based immunization protocol in rabbits that elicited high IgG avidity maturation and nAbs production against SARS-CoV-2, highlighting the importance of DNA-based platforms for developing new immunization strategies against SARS-CoV-2 and future emerging epidemics.
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Affiliation(s)
- Hernan H. M. da Costa
- Immunology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
- Graduate Program Interunits in Biotechnology, University of São Paulo, São Paulo 05508-000, Brazil
| | - Diego J. B. Orts
- Immunology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
| | - Andrew D. Moura
- Immunology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
| | | | | | - Rodrigo A. Réssio
- Pathology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
| | | | - Karen Miguita
- Pathology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
| | | | | | - Patricia P. Adriani
- Skinzymes Biotechnology Ltd., São Paulo 05441-040, Brazil
- Laboratory of Nanopharmaceuticals and Delivery Systems, Department of Pharmacology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil
| | - Jair P. Cunha-Junior
- Laboratory of Immunochemistry and Immunotechnology, Department of Immunology, Federal University of Uberlândia, Uberlândia 38405-317, Brazil
| | - Renato M. Astray
- Multi-Purpose Laboratory, Butantan Institute, São Paulo 05503-900, Brazil
| | | | - Marcelo Lancelotti
- Faculty of Pharmaceutical Sciences, Campinas State University, Campinas 13083-871, Brazil
| | - Carlos R. Prudencio
- Immunology Center, Institute Adolfo Lutz, São Paulo 01246-902, Brazil
- Graduate Program Interunits in Biotechnology, University of São Paulo, São Paulo 05508-000, Brazil
- Correspondence: ; Tel.: +55-11-3068-2886
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9
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Alhadrami HA, Sayed AM, Hassan HM, Rateb ME. Aloin A inhibits SARS CoV-2 replication by targeting its binding with ACE2 - Evidence from modeling-supported molecular dynamics simulation. J Biomol Struct Dyn 2023; 41:11647-11656. [PMID: 36755429 DOI: 10.1080/07391102.2023.2175262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 01/01/2023] [Indexed: 02/10/2023]
Abstract
The current study aimed to expand on the recently published results and assess the inhibitory efficacy of aloin A against SARS CoV-2. In vitro testing of aloin A against SARS CoV-2 proteases (i.e., MPro and PLPro) showed weak to moderate activity (IC50 = 68.56 ± 1.13 µM and 24.77 ± 1.57 µM, respectively). However, aloin A was able to inhibit the replication of SARS CoV-2 in Vero E6 cells efficiently with an IC50 of 0.095 ± 0.022 µM. Depending on the reported poor permeability of aloin A alongside its insignificant protease inhibitory activities presented in this study, we ran a number of extensive virtual screenings and physics-based simulations to determine the compound's potential mode of action. As a result, RBD-ACE2 was identified as a key target for aloin A. Results from 600 ns-long molecular dynamics (MD) simulation experiments pointed to aloin A's role as an RBD-ACE2 destabilizer. Therefore, the results of this work may pave the way for further development of this scaffold and the eventual production of innovative anti-SARS CoV-2 medicines with several mechanisms of action.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Hani A Alhadrami
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
- Molecular Diagnostic Laboratory, King Abdulaziz University Hospital, King Abdulaziz University, Jeddah, Saudi Arabia
- King Fahd Medical Research Center, King Abdulaziz University Hospital, King Abdulaziz University , Jeddah, Saudi Arabia
| | - Ahmed M Sayed
- Department of Pharmacognosy, Faculty of Pharmacy, Nahda University, Beni-Suef, Egypt
| | - Hossam M Hassan
- Department of Pharmacognosy, Faculty of Pharmacy, Nahda University, Beni-Suef, Egypt
- Department of Pharmacognosy, Faculty of Pharmacy, Beni-Suef University, Beni-Suef, Egypt
| | - Mostafa E Rateb
- School of Computing, Engineering & Physical Sciences, University of the West of Scotland, Paisley, Scotland
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10
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Carter C, Airas J, Parish CA. Atomistic insights into the binding of SARS-CoV-2 spike receptor binding domain with the human ACE2 receptor: The importance of residue 493. J Mol Graph Model 2023; 118:108360. [PMID: 36401897 PMCID: PMC9595494 DOI: 10.1016/j.jmgm.2022.108360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 10/06/2022] [Accepted: 10/07/2022] [Indexed: 11/07/2022]
Abstract
SARS-CoV-2 is a coronavirus that has created a global pandemic. The virus contains a spike protein which has been shown to bind to the ACE2 receptor on the surface of human cells. Vaccines have been developed that recognize elements of the SARS-CoV-2 spike protein and they have been successful in preventing infection. Recently, the Omicron variant of the SARS-CoV-2 virus was reported and quickly became a variant of concern due to its transmissibility. This variant contained an unusually large number (32) of point mutations, of which 15 of those mutations are in the receptor binding domain of the spike protein. While several computational and experimental investigations comparing the binding of the Omicron and wild type RBD to the human ACE2 receptor have been conducted, many of these report contradictory findings. In order to assess the differential binding ability, we conducted 2 μs of classical molecular dynamics (cMD) simulation to estimate the binding affinities and behaviors. Based upon MM-GBSA binding affinity, per-residue energy decomposition analysis, center of mass distance measurements, ensemble clustering, pairwise residue decomposition and hydrogen bonding analysis, our results suggest that a single point mutation is responsible for the enhanced binding of the Omicron mutant relative to the WT. While the 15-point mutations in the receptor binding domain contribute positively and negatively to the affinity of the spike protein for the human ACE2 receptor, it is the point mutation Q493R that confers enhanced binding while the Q493K mutation results in similar binding. The MM-GBSA binding estimations over a 2 μs trajectory, suggest that the wild type binds to ACE2 with a value of -29.69 kcal/mol while the Q493K and Q493R Omicron mutants bind with energy values of -26.67 and -34.56 kcal/mol, respectively. These values are significantly different, given the error estimates associated with the MM-GBSA method. In general, while some mutations increase binding, more mutations diminish binding, leading to an overall similar picture of binding for Q493K and enhanced binding for Q493R.
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Affiliation(s)
- Camryn Carter
- Department of Chemistry, Gottwald Center for the Sciences, University of Richmond, Richmond, VA, 23173, USA
| | - Justin Airas
- Department of Chemistry, Gottwald Center for the Sciences, University of Richmond, Richmond, VA, 23173, USA,Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Carol A. Parish
- Department of Chemistry, Gottwald Center for the Sciences, University of Richmond, Richmond, VA, 23173, USA,Corresponding author
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11
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Davis SK, Selva KJ, Lopez E, Haycroft ER, Lee WS, Wheatley AK, Juno JA, Adair A, Pymm P, Redmond SJ, Gherardin NA, Godfrey DI, Tham W, Kent SJ, Chung AW. Heterologous SARS-CoV-2 IgA neutralising antibody responses in convalescent plasma. Clin Transl Immunology 2022; 11:e1424. [PMID: 36299410 PMCID: PMC9588388 DOI: 10.1002/cti2.1424] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 07/21/2022] [Accepted: 09/28/2022] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Following infection with SARS-CoV-2, virus-specific antibodies are generated, which can both neutralise virions and clear infection via Fc effector functions. The importance of IgG antibodies for protection and control of SARS-CoV-2 has been extensively reported. By comparison, other antibody isotypes including IgA have been poorly characterised. METHODS Here, we characterised plasma IgA from 41 early convalescent COVID-19 subjects for neutralisation and Fc effector functions. RESULTS Convalescent plasma IgA from > 60% of the cohort had the capacity to inhibit the interaction between wild-type RBD and ACE2. Furthermore, a third of the cohort induced stronger IgA-mediated ACE2 inhibition than matched IgG when tested at equivalent concentrations. Plasma IgA and IgG from this cohort broadly recognised similar RBD epitopes and had similar capacities to inhibit ACE2 from binding to 22 of the 23 prevalent RBD mutations assessed. However, plasma IgA was largely incapable of mediating antibody-dependent phagocytosis in comparison with plasma IgG. CONCLUSION Overall, convalescent plasma IgA contributed to the neutralising antibody response of wild-type SARS-CoV-2 RBD and various RBD mutations. However, this response displayed large heterogeneity and was less potent than IgG.
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Affiliation(s)
- Samantha K Davis
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Kevin John Selva
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Ester Lopez
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Ebene R Haycroft
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Wen Shi Lee
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia,The Walter and Eliza Hall Institute of Medical ResearchMelbourneVICAustralia
| | - Adam K Wheatley
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Jennifer A Juno
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Amy Adair
- The Walter and Eliza Hall Institute of Medical ResearchMelbourneVICAustralia
| | - Phillip Pymm
- The Walter and Eliza Hall Institute of Medical ResearchMelbourneVICAustralia
| | - Samuel J Redmond
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Nicholas A Gherardin
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Dale I Godfrey
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
| | - Wai‐Hong Tham
- The Walter and Eliza Hall Institute of Medical ResearchMelbourneVICAustralia
| | - Stephen J Kent
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia,Melbourne Sexual Health Centre and Department of Infectious DiseasesAlfred Hospital and Central Clinical SchoolMonash UniversityMelbourneVICAustralia
| | - Amy W Chung
- Department of Microbiology and ImmunologyThe Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
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12
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Coderc de Lacam EG, Blazhynska M, Chen H, Gumbart JC, Chipot C. When the Dust Has Settled: Calculation of Binding Affinities from First Principles for SARS-CoV-2 Variants with Quantitative Accuracy. J Chem Theory Comput 2022; 18:5890-5900. [PMID: 36108303 PMCID: PMC9518821 DOI: 10.1021/acs.jctc.2c00604] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Indexed: 11/30/2022]
Abstract
Accurate determination of binding free energy is pivotal for the study of many biological processes and has been applied in a number of theoretical investigations to compare the affinity of severe acute respiratory syndrome coronavirus 2 variants toward the host cell. Diversity of these variants challenges the development of effective general therapies, their transmissibility relying either on an increased affinity toward their dedicated human receptor, the angiotensin-converting enzyme 2 (ACE2), or on escaping the immune response. Now that robust structural data are available, we have determined with utmost accuracy the standard binding free energy of the receptor-binding domain to the most widespread variants, namely, Alpha, Beta, Delta, and Omicron BA.2, as well as the wild type (WT) in complex either with ACE2 or with antibodies, namely, S2E12 and H11-D4, using a rigorous theoretical framework that combines molecular dynamics and potential-of-mean-force calculations. Our results show that an appropriate starting structure is crucial to ensure appropriate reproduction of the binding affinity, allowing the variants to be compared. They also emphasize the necessity to apply the relevant methodology, bereft of any shortcut, to account for all the contributions to the standard binding free energy. Our estimates of the binding affinities support the view that while the Alpha and Beta variants lean on an increased affinity toward the host cell, the Delta and Omicron BA.2 variants choose immune escape. Moreover, the S2E12 antibody, already known to be active against the WT (Starr et al., 2021; Mlcochova et al., 2021), proved to be equally effective against the Delta variant. In stark contrast, H11-D4 retains a low affinity toward the WT compared to that of ACE2 for the latter. Assuming robust structural information, the methodology employed herein successfully addresses the challenging protein-protein binding problem in the context of coronavirus disease 2019 while offering promising perspectives for predictive studies of ever-emerging variants.
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Affiliation(s)
- Emma Goulard Coderc de Lacam
- Laboratoire International Associé Centre
National de la Recherche Scientifique et University of Illinois at Urbana-Champaign,
Unité Mixte de Recherche No 7019, Université de
Lorraine, B.P. 70239, Vandœuvre-lès-Nancy Cedex54506,
France
| | - Marharyta Blazhynska
- Laboratoire International Associé Centre
National de la Recherche Scientifique et University of Illinois at Urbana-Champaign,
Unité Mixte de Recherche No 7019, Université de
Lorraine, B.P. 70239, Vandœuvre-lès-Nancy Cedex54506,
France
| | - Haochuan Chen
- Laboratoire International Associé Centre
National de la Recherche Scientifique et University of Illinois at Urbana-Champaign,
Unité Mixte de Recherche No 7019, Université de
Lorraine, B.P. 70239, Vandœuvre-lès-Nancy Cedex54506,
France
| | - James C. Gumbart
- School of Physics, Georgia Institute of
Technology, Atlanta, Georgia30332, United States
| | - Christophe Chipot
- Laboratoire International Associé Centre
National de la Recherche Scientifique et University of Illinois at Urbana-Champaign,
Unité Mixte de Recherche No 7019, Université de
Lorraine, B.P. 70239, Vandœuvre-lès-Nancy Cedex54506,
France
- Theoretical and Computational Biophysics Group, Beckman
Institute, and Department of Physics, University of Illinois at
Urbana-Champaign, UrbanaIllinois61802, United
States
- Department of Biochemistry and Molecular Biology,
The University of Chicago, 929 E. 57th Street W225, Chicago,
Illinois60637, United States
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13
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Yakovleva A, Kovalenko G, Redlinger M, Liulchuk MG, Bortz E, Zadorozhna VI, Scherbinska AM, Wertheim JO, Goodfellow I, Meredith L, Vasylyeva TI. Tracking SARS-COV-2 variants using Nanopore sequencing in Ukraine in 2021. Sci Rep 2022; 12:15749. [PMID: 36131001 PMCID: PMC9491264 DOI: 10.1038/s41598-022-19414-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 08/29/2022] [Indexed: 11/18/2022] Open
Abstract
The use of real-time genomic epidemiology has enabled the tracking of the global spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), informing evidence-based public health decision making. Ukraine has experienced four waves of the Coronavirus Disease 2019 (COVID-19) between spring 2020 and spring 2022. However, insufficient capacity for local genetic sequencing limited the potential application of SARS-CoV-2 genomic surveillance for public health response in the country. Herein, we report local sequencing of 103 SARS-CoV-2 genomes from patient samples collected in Kyiv in July-December 2021 using Oxford Nanopore technology. Together with other published Ukrainian SARS-CoV-2 genomes, our data suggest that the third wave of the epidemic in Ukraine (June-December 2021) was dominated by the Delta Variant of Concern (VOC). Our phylogeographic analysis revealed that in summer 2021 Delta VOC was introduced into Ukraine from multiple locations worldwide, with most introductions coming from Central and Eastern European countries. The wide geographic range of Delta introductions coincides with increased volume of travel to Ukraine particularly from locations outside of Europe in summer 2021. This study highlights the need to urgently integrate affordable and easily scaled pathogen sequencing technologies in locations with less developed genomic infrastructure, in order to support local public health decision making.
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Affiliation(s)
- Anna Yakovleva
- Medical Sciences Division, University of Oxford, Oxford, UK
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Ganna Kovalenko
- Division of Virology, Department of Pathology, University of Cambridge, Cambridge, UK
- Department of Biological Sciences, University of Alaska Anchorage, Anchorage, AK, USA
| | - Matthew Redlinger
- Department of Biological Sciences, University of Alaska Anchorage, Anchorage, AK, USA
| | - Mariia G Liulchuk
- State Institution "L.V. Hromashevskyi Institute of Epidemiology and Infectious Diseases of the National Academy of Medical Sciences of Ukraine", Kyiv, Ukraine
| | - Eric Bortz
- Department of Biological Sciences, University of Alaska Anchorage, Anchorage, AK, USA
| | - Viktoria I Zadorozhna
- State Institution "L.V. Hromashevskyi Institute of Epidemiology and Infectious Diseases of the National Academy of Medical Sciences of Ukraine", Kyiv, Ukraine
| | - Alla M Scherbinska
- State Institution "L.V. Hromashevskyi Institute of Epidemiology and Infectious Diseases of the National Academy of Medical Sciences of Ukraine", Kyiv, Ukraine
| | - Joel O Wertheim
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Ian Goodfellow
- Division of Virology, Department of Pathology, University of Cambridge, Cambridge, UK
| | - Luke Meredith
- Division of Virology, Department of Pathology, University of Cambridge, Cambridge, UK
| | - Tetyana I Vasylyeva
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA.
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14
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Candido KL, Eich CR, de Fariña LO, Kadowaki MK, da Conceição Silva JL, Maller A, Simão RDCG. Spike protein of SARS-CoV-2 variants: a brief review and practical implications. Braz J Microbiol 2022; 53:1133-1157. [PMID: 35397075 PMCID: PMC8994061 DOI: 10.1007/s42770-022-00743-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 03/21/2022] [Indexed: 12/24/2022] Open
Abstract
The scientific community has been alarmed by the possible immunological evasion, higher infectivity, and severity of disease caused by the newest variants of SARS-CoV-2. The spike protein has an important role in the cellular invasion of viruses and is the target of several vaccines and therapeutic resources, such as monoclonal antibodies. In addition, some of the most relevant mutations in the different variants are on the spike (S) protein gene sequence that leads to structural alterations in the predicted protein, thus causing concern about the protection mediated by vaccines against these new strains. The present review highlights the most recent knowledge about COVID-19 and vaccines, emphasizing the different spike protein structures of SARS-CoV-2 and updating the reader about the emerging viral variants and their classifications, the more common viral mutations described and their distribution in Brazil. It also compiles a table with the most recent knowledge about all of the Omicron spike mutations.
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Affiliation(s)
- Kattlyn Laryssa Candido
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - Caio Ricardo Eich
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - Luciana Oliveira de Fariña
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - Marina Kimiko Kadowaki
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - José Luis da Conceição Silva
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - Alexandre Maller
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
| | - Rita de Cássia Garcia Simão
- Present Address: Laboratório de Bioquímica Molecular (LaBioqMol), Centro de Ciências Médicas e Farmacêuticas, Unioeste, Cascavel, PR Brazil
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15
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Zhang Z, Zhang J, Wang J. Surface charge changes in spike RBD mutations of SARS-CoV-2 and its variant strains alter the virus evasiveness via HSPGs: A review and mechanistic hypothesis. Front Public Health 2022; 10:952916. [PMID: 36091499 PMCID: PMC9449321 DOI: 10.3389/fpubh.2022.952916] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 08/02/2022] [Indexed: 01/24/2023] Open
Abstract
With the COVID-19 pandemic continuing, more contagious SARS-CoV-2 variants, including Omicron, have been emerging. The mutations, especially those that occurred on the spike (S) protein receptor-binding domain (RBD), are of significant concern due to their potential capacity to increase viral infectivity, virulence, and breakthrough antibodies' protection. However, the molecular mechanism involved in the pathophysiological change of SARS-CoV-2 mutations remains poorly understood. Here, we summarized 21 RBD mutations and their human angiotensin-converting enzyme 2 (hACE2) and/or neutralizing antibodies' binding characteristics. We found that most RBD mutations, which could increase surface positive charge or polarity, enhanced their hACE2 binding affinity and immune evasion. Based on the dependence of electrostatic interaction of the epitope residue of virus and docking protein (like virus receptors or antibodies) for its invasion, we postulated that the charge and/or polarity changes of novel mutations on the RBD domain of S protein could affect its affinity for the hACE2 and antibodies. Thus, we modeled mutant S trimers and RBD-hACE2 complexes and calculated their electrotactic distribution to study surface charge changes. Meanwhile, we emphasized that heparan sulfate proteoglycans (HSPGs) might play an important role in the hACE2-mediated entry of SARS-CoV-2 into cells. Those hypotheses provide some hints on how SARS-CoV-2 mutations enhance viral fitness and immune evasion, which may indicate potential ways for drug design, next-generation vaccine development, and antibody therapies.
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Affiliation(s)
- Zhongyun Zhang
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Juan Zhang
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiqiu Wang
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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16
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Singh P, Negi SS, Bhargava A, Kolla VP, Arora RD. Preliminary Genomic Analysis of the Omicron Variants of SARS-CoV-2 in Central India During the third wave of the COVID-19 Pandemic. Arch Med Res 2022. [PMID: 36123226 PMCID: PMC9395282 DOI: 10.1016/j.arcmed.2022.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 08/09/2022] [Accepted: 08/16/2022] [Indexed: 12/02/2022]
Abstract
Background Omicron was detected in South Africa for the first time at the month of November 2021, from then it expanded swiftly over the world, outcompeting other SARS-CoV-2 variants such as Delta. The toxicity, resistance to antiviral medicines, transmissibility, and vaccine-induced immunity of newly developed SARS-CoV-2 variants are major worldwide health concerns. Aim of study This study investigates the comprehensive explanation of all mutations and their evolutionary linkages between the Omicron variant and recently discovered SARS‐CoV‐2 variants. Method On Illumina MiniSeq Machine, 31 RNA isolates from clinical specimens were sequenced utilizing next-generation sequencing technique. Different bioinformatics tools have been used to analyze the mutations in omicron variant. A phylogenetic tree was constructed to determine Omicron's evolutionary relationships with other variants. Results In our investigation, we discovered 79 distinct types of mutations in 31 fully vaccinated COVID-19 positive samples. Mostly mutations were found in non-spike region. According to the NJ approach of phylogenetic tree revels, the nearest variants were in the order listed, based on sequence identity: Omicron, Gamma, Alpha, Delta, Mu and Beta. On the other hand as per UPGMA approach, the Omicron variation creates a novel monophyletic clade that is distinct from previous SARS-CoV-2 variants. Conclusion Despite the fact that some of the mutations are prevalent in Omicron and other VOCs, there are several unique mutations that have been connected to the virus's transmissibility and immune evasion, indicating a substantial shift in SARS-CoV-2 evolution.
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17
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Antony P, Jobe A, Vijayan R. Dynamics of the interaction between the receptor-binding domain of SARS-CoV-2 Omicron (B.1.1.529) variant and human angiotensin-converting enzyme 2. PeerJ 2022; 10:e13680. [PMID: 35811809 PMCID: PMC9266696 DOI: 10.7717/peerj.13680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/14/2022] [Indexed: 01/17/2023] Open
Abstract
Background The COVID-19 pandemic is still a global public health issue. Omicron, a SARS-CoV-2 B.1.1.529 variant, has raised concerns about transmission and vaccine effectiveness. Omicron currently has the greatest number of variantions. Methods To gain a better understanding of the significance of these variations and the dynamics of the interaction between the Omicron spike (S) protein and its human host factor angiotensin-converting enzyme 2 (ACE2), triplicate 500 ns molecular dynamics simulations were run using the structure of the S protein's receptor-binding domain (RBD) in complex with ACE2. The interaction and binding energy, determined using the molecular mechanics-generalized Born surface area approach, were compared to the original SARS-CoV-2 and the B.1.617 variant. Results Though mutations K417N and G496S in the S protein RBD disrupt interactions found in the original SARS-CoV-2 complex, mutations Q493R and N501Y introduce interactions not found in the original complex. Interaction at a key viral hotspot and hydrophobic contacts at ACE2's N-terminus were preserved, but intermolecular hydrogen bonds and polar contacts in the S-ACE2 interface were lower than in the original SARS-CoV-2 interface.
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Affiliation(s)
- Priya Antony
- Department of Biology, College of Science, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates
| | - Amie Jobe
- Department of Biology, College of Science, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates
| | - Ranjit Vijayan
- Department of Biology, College of Science, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates,The Big Data Analytics Center, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates,Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates
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18
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Yoshida N, Maruyama Y, Mitsutake A, Kuroda A, Fujiki R, Kanemaru K, Okamoto D, Kobryn AE, Gusarov S, Nakano H. Computational Analysis of the SARS-CoV-2 RBD-ACE2-Binding Process Based on MD and the 3D-RISM Theory. J Chem Inf Model 2022; 62:2889-2898. [PMID: 35583118 PMCID: PMC9159518 DOI: 10.1021/acs.jcim.2c00192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Indexed: 12/26/2022]
Abstract
The binding process of angiotensin-converting enzyme 2 (ACE2) to the receptor-binding domain (RBD) of the severe acute respiratory syndrome-like coronavirus 2 spike protein was investigated using molecular dynamics simulation and the three-dimensional reference interaction-site model theory. The results suggested that the protein-binding process consists of a protein-protein approaching step, followed by a local structural rearrangement step. In the approaching step, the interprotein interaction energy decreased as the proteins approached each other, whereas the solvation free energy increased. As the proteins approached, the glycan of ACE2 first established a hydrogen bond with the RBD. Thereafter, the number of interprotein hydrogen bonds increased rapidly. The solvation free energy increased because of the desolvation of the protein as it approached its partner. The spatial distribution function of the solvent revealed the presence of hydrogen bonds bridged by water molecules on the RBD-ACE2 interface. Finally, principal component analysis revealed that ACE2 showed a pronounced conformational change, whereas there was no significant change in RBD.
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Affiliation(s)
- Norio Yoshida
- Department of Chemistry, Graduate School of Science,
Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, Fukuoka
819-0395, Japan
- Department of Complex Systems Science,
Graduate School of Informatics, Furo-cho, Chikusa-Ward, Nagoya 464-8601,
Japan
| | - Yutaka Maruyama
- Department of Physics, School of Science and Technology,
Meiji University, 1-1-1 Higashi-Mita, Tama-ku, Kanagawa,
Kawasaki 214-8571, Japan
| | - Ayori Mitsutake
- Department of Physics, School of Science and Technology,
Meiji University, 1-1-1 Higashi-Mita, Tama-ku, Kanagawa,
Kawasaki 214-8571, Japan
| | - Akiyoshi Kuroda
- RIKEN Center for Computational
Science, 7-1-26, Minatojima-Minami-Machi, Chuo-ku, Hyogo, Kobe 650-0047,
Japan
| | - Ryo Fujiki
- Department of Chemistry, Graduate School of Science,
Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, Fukuoka
819-0395, Japan
| | - Kodai Kanemaru
- Department of Chemistry, Graduate School of Science,
Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, Fukuoka
819-0395, Japan
| | - Daisuke Okamoto
- Department of Chemistry, Graduate School of Science,
Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, Fukuoka
819-0395, Japan
| | - Alexander E. Kobryn
- Nanotechnology Research Centre, National
Research Council Canada, 11421 Saskatchewan Drive NW, Edmonton AB T6G 2M9,
Canada
| | - Sergey Gusarov
- Nanotechnology Research Centre, National
Research Council Canada, 11421 Saskatchewan Drive NW, Edmonton AB T6G 2M9,
Canada
| | - Haruyuki Nakano
- Department of Chemistry, Graduate School of Science,
Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, Fukuoka
819-0395, Japan
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19
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Abstract
The global pandemic of COVID-19 caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has significantly affected every human life and overloaded the health care system worldwide. Limited therapeutic options combined with the consecutive waves of the infection and emergence of novel SARS-CoV-2 variants, especially variants of concern (VOCs), have prolonged the COVID-19 pandemic and challenged its control. The Spike (S) protein on the surface of SARS-CoV-2 is the primary target exposed to the host and essential for virus entry into cells. The parental (Wuhan-Hu-1 or USA/WA1 strain) S protein is the virus-specific component of currently implemented vaccines. However, S is most prone to mutations, potentially shifting the dynamics of virus-host interactions by affecting S conformational/structural profiles. Scientists have rapidly resolved atomic structures of S VOCs and elucidated molecular details of these mutations, which can inform the design of S-directed novel therapeutics and broadly protective vaccines. Here, we discuss recent findings on S-associated virus transmissibility and immune evasion of SARS-CoV-2 VOCs and experimental approaches used to profile these properties. We summarize the structural studies that document the structural flexibility/plasticity of S VOCs and the potential roles of accumulated mutations on S structures and functions. We focus on the molecular interpretation of structures of the S variants and its insights into the molecular mechanism underlying antibody evasion and host cell-receptor binding.
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Affiliation(s)
- Dibya Ghimire
- Department of Cellular and Molecular Biology, University of Texas Health Science Center, Tyler, TX 75708, USA;
| | | | - Maolin Lu
- Department of Cellular and Molecular Biology, University of Texas Health Science Center, Tyler, TX 75708, USA;
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20
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Murugavel S, Vasudevan P, Chandrasekaran R, Archana V, Ponnuswany A. Synthesis, crystal structure elucidation,
DFT
analysis, drug‐likeness and
ADMET
evaluation and molecular docking studies of triazole derivatives: Binary inhibition of spike protein and
ACE2
receptor protein of
COVID
‐19. J CHIN CHEM SOC-TAIP 2022; 69:884-900. [PMID: 35941959 PMCID: PMC9347919 DOI: 10.1002/jccs.202200140] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 04/13/2022] [Accepted: 05/01/2022] [Indexed: 12/13/2022]
Abstract
The recent incidence of terrible acute respiratory syndrome coronavirus 2 (SARS CoV‐2) has presently experienced some noteworthy mutations since its discovery in 2019 in Wuhan, China. The present research work focuses on the synthesis of three triazole derivatives (BMTPP, BMTTP, and BMTIP) and their inhibition activities against SARS‐Cov‐2 spike and ACE2 receptor proteins. The crystal structure for BMTTP was determined by the SCXRD method and optimized geometrical parameters for the three triazole derivatives were obtained by DFT calculations. HOMO‐LUMO, Global reactive descriptors [GRD], and Molecular electrostatic potential (MEP) investigations exposed that all three compounds have biological properties. The drug‐likeness ability of the synthesized compounds was examined using Molinspiration and a pre‐ADMET online Server. Further, to explore the binding nature of three synthesized compounds with SARS‐Cov‐2 spike proteins/ACE2 receptor molecular docking studies were executed. The outcomes we obtained from molecular docking simulation studies suggest that the synthesized triazole derivatives may be well utilized as curing medicines against COVID‐19. Ultimately, animal tests and precise clinical tests are required to prove the potent nature of these compounds against COVID‐19. Finally, the present outcomes must be proved to utilize in‐vitro and in‐vivo antiviral methods.
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Affiliation(s)
- Saminathan Murugavel
- Department of Physics Thanthai Periyar Government Institute of Technology Vellore Tamil Nadu India
| | - Perumal Vasudevan
- Department of Physics Thanthai Periyar Government Institute of Technology Vellore Tamil Nadu India
| | - RaviKumar Chandrasekaran
- Department of Physics Thanthai Periyar EVR Government Polytechnic College Vellore Tamil Nadu India
| | - Vellingiri Archana
- Department of Chemistry School of Physical Sciences and Computational Sciences, Avinashilingam Institute for Home Science and Higher Education for Women Coimbatore Tamil Nadu India
| | - Alagusundaram Ponnuswany
- Department of Organic chemistry School of chemistry, Madurai Kamaraj University Madurai Tamil Nadu India
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21
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Sarto C, Florez-Rueda S, Arrar M, Hackenberger CPR, Lauster D, Di Lella S. Atomistic insight into the essential binding event of ACE2-derived peptides to the SARS-CoV-2 spike protein. Biol Chem 2022; 403:615-624. [PMID: 35357791 DOI: 10.1515/hsz-2021-0426] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/21/2022] [Indexed: 01/13/2023]
Abstract
The pathogenic agent of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) enters into human cells through the interaction between the receptor binding domain (RBD) of its spike glycoprotein and the angiotensin-converting enzyme 2 (ACE2) receptor. Efforts have been made towards finding antivirals that block this interaction, therefore preventing infection. Here, we determined the binding affinity of ACE2-derived peptides to the RBD of SARS-CoV-2 experimentally and performed MD simulations in order to understand key characteristics of their interaction. One of the peptides, p6, binds to the RBD of SARS-CoV-2 with nM affinity. Although the ACE2-derived peptides retain conformational flexibility when bound to SARS-CoV-2 RBD, we identified residues T27 and K353 as critical anchors mediating the interaction. New ACE2-derived peptides were developed based on the p6-RBD interface analysis and expecting the native conformation of the ACE2 to be maintained. Furthermore, we found a correlation between the helicity in trifluoroethanol and the binding affinity to RBD of the new peptides. Under the hypothesis that the conservation of peptide secondary structure is decisive to the binding affinity, we developed a cyclized version of p6 which had more helicity than p6 and approximately half of its K D value.
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Affiliation(s)
- Carolina Sarto
- Instituto de Química Biológica - Ciencias Exactas y Naturales - Conicet/Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón II, 4° Piso, C1428EGA Ciudad de Buenos Aires, Argentina
| | - Sebastián Florez-Rueda
- Leibniz Forschungsinstitut für Molekulare Pharmakologie (FMP), Robert-Roessle-Strasse 10, D-13125 Berlin, Germany
| | - Mehrnoosh Arrar
- Instituto de Cálculo - Conicet/Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, Pabellón II, 2° Piso, C1428EGA Ciudad de Buenos Aires, Argentina
| | - Christian P R Hackenberger
- Leibniz Forschungsinstitut für Molekulare Pharmakologie (FMP), Robert-Roessle-Strasse 10, D-13125 Berlin, Germany
| | - Daniel Lauster
- Institut für Biochemie und Chemie, Freie Universität Berlin, Arnimallee 22, D-14195 Berlin, Germany
| | - Santiago Di Lella
- Instituto de Química Biológica - Ciencias Exactas y Naturales - Conicet/Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón II, 4° Piso, C1428EGA Ciudad de Buenos Aires, Argentina
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22
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Levinstein Hallak K, Rosset S. Statistical modeling of SARS-CoV-2 substitution processes: predicting the next variant. Commun Biol 2022; 5. [PMID: 35351970 PMCID: PMC8964801 DOI: 10.1038/s42003-022-03198-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 02/24/2022] [Indexed: 12/14/2022] Open
Abstract
We build statistical models to describe the substitution process in the SARS-CoV-2 as a function of explanatory factors describing the sequence, its function, and more. These models serve two different purposes: first, to gain knowledge about the evolutionary biology of the virus; and second, to predict future mutations in the virus, in particular, non-synonymous amino acid substitutions creating new variants. We use tens of thousands of publicly available SARS-CoV-2 sequences and consider tens of thousands of candidate models. Through a careful validation process, we confirm that our chosen models are indeed able to predict new amino acid substitutions: candidates ranked high by our model are eight times more likely to occur than random amino acid changes. We also show that named variants were highly ranked by our models before their appearance, emphasizing the value of our models for identifying likely variants and potentially utilizing this knowledge in vaccine design and other aspects of the ongoing battle against COVID-19. As the virus that causes COVID-19 continues to mutate and spread, new methods are needed to predict new potential variants. Here, the authors identify the best regression models for predicting likely mutation sites in the SARS-CoV-2 genome using a candidate set that considers sequence, gene location, and biological function.
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23
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Zhou L, Wu L, Peng C, Yang Y, Shi Y, Gong L, Xu Z, Zhu W. Predicting spike protein NTD mutations of SARS-CoV-2 causing immune evasion by molecular dynamics simulations. Phys Chem Chem Phys 2022; 24:3410-3419. [PMID: 35073390 DOI: 10.1039/d1cp05059a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic was caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Among all the potential targets studied for developing drugs and antibodies, the spike (S) protein is the most striking one, which is on the surface of the virus. In contrast with the intensively investigated immunodominant receptor-binding domain (RBD) of the protein, little is known about the neutralizing antibody binding mechanisms of the N-terminal domain (NTD), let alone the effects of NTD mutations on antibody binding and thereby the risk of immune evasion. Based on 400 ns molecular dynamics simulation for 11 NTD-antibody complexes together with other computational approaches in this study, we investigated critical residues for NTD-antibody binding and their detailed mechanisms. The results show that 36 residues on the NTD including R246, Y144, K147, Y248, L249 and P251 are critically involved in the direct interaction of the NTD with many monoclonal antibodies (mAbs), indicating that the viruses harboring these residue mutations may have a high risk of immune evasion. Binding free energy calculations and an interaction mechanism study reveal that R246I, which is present in the Beta (B.1.351/501Y.V2) variant, may have various impacts on current NTD antibodies through abolishing the hydrogen bonds and electrostatic interaction with the antibodies or affecting other interface residues. Therefore, special attention should be paid to the mutations of these key residues in future antibody and vaccine design and development.
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Affiliation(s)
- Liping Zhou
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Leyun Wu
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Cheng Peng
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Yanqing Yang
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Yulong Shi
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Likun Gong
- School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China.,Center for Drug Safety Evaluation and Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Zhijian Xu
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
| | - Weiliang Zhu
- Drug Discovery and Design Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,School of Pharmacy, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing, 100049, P. R. China
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24
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Khan A, Hussain S, Ahmad S, Suleman M, Bukhari I, Khan T, Rashid F, Azad AK, Waseem M, Khan W, Hussain Z, Khan A, Ali SS, Qin Q, Wei DQ. Computational modelling of potentially emerging SARS-CoV-2 spike protein RBDs mutations with higher binding affinity towards ACE2: A structural modelling study. Comput Biol Med 2022; 141:105163. [PMID: 34979405 PMCID: PMC8716154 DOI: 10.1016/j.compbiomed.2021.105163] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/16/2021] [Accepted: 12/19/2021] [Indexed: 12/28/2022]
Abstract
The spike protein of SARS-CoV-2 and the host ACE2 receptor plays a vital role in the entry to the cell. Among which the hotspot residue 501 is continuously subjected to positive selection pressure and induces unusual virulence. Keeping in view the importance of the hot spot residue 501, we predicted the potentially emerging structural variants of 501 residue. We analyzed the binding pattern of wild type and mutants (Spike RBD) to the ACE2 receptor by deciphering variations in the amino acids’ interaction networks by graph kernels along with evolutionary, network metrics, and energetic information. Our analysis revealed that N501I, N501T, and N501V increase the binding affinity and alter the intra and inter-residue bonding networks. The N501T has shown strong positive selection and fitness in other animals. Docking results and repeated simulations (three times) confirmed the structural stability and tighter binding of these three variants, correlated with the previous results following the global stability trend. Consequently, we reported three variants N501I, N501T, and N501V could worsen the situation further if they emerged. The relations between the viral fitness and binding affinity is a complicated game thus the emergence of high affinity mutations in the SARS-CoV-2 RBD brings up the question of whether or not positive selection favours these mutations or not?
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Affiliation(s)
- Abbas Khan
- Department of Bioinformatics and Biological Statistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, PR China
| | - Sarfaraz Hussain
- Institute of Food Sciences and Technology, Chinese Academy of Agriculture Sciences, Beijing, 100193, China
| | - Sajjad Ahmad
- Department of Health and Biological Sciences, Abasyn University, Peshawar, 25000, Pakistan
| | - Muhammad Suleman
- Center for Biotechnology and Microbiology, University of Swat, Swat, KP, Pakistan
| | - Imrana Bukhari
- Department of Botany, University of Okara, Punjab, Pakistan
| | - Taimoor Khan
- Department of Bioinformatics and Biological Statistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, PR China
| | - Farooq Rashid
- School of Public Health, Department of Epidemiology, Southern Medical University, Dermatology Hospital, Guangzhou, China
| | - Abul Kalam Azad
- Advanced Drug Delivery Laboratory, Department of Pharmaceutical Technology, Faculty of Pharmacy, International Islamic University Malaysia, 25200, Kuantan, Pahang, Malaysia
| | - Muhammad Waseem
- Faculty of Rehabilitation and Allied Health Science, Riphah International University, Islamabad, Pakistan
| | - Wajid Khan
- Center for Biotechnology and Microbiology, University of Swat, Swat, KP, Pakistan
| | - Zahid Hussain
- Center for Biotechnology and Microbiology, University of Swat, Swat, KP, Pakistan
| | - Asghar Khan
- Saidu Teaching Hospital, Saidu Sharif, Swat, Khyber Pakhtunkhwa, Pakistan
| | - Syed Shujait Ali
- Center for Biotechnology and Microbiology, University of Swat, Swat, KP, Pakistan
| | - Qiyao Qin
- School of Statistics, Renmin University of China, PR China
| | - Dong-Qing Wei
- Department of Bioinformatics and Biological Statistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, PR China; Peng Cheng Laboratory, Vanke Cloud City Phase I Building 8, Xili Street, Nashan District, Shenzhen, Guangdong, 518055, PR China; State Key Laboratory of Microbial Metabolism, Shanghai-Islamabad-Belgrade Joint Innovation Center on Antibacterial Resistances, Joint Laboratory of International Cooperation in Metabolic and Developmental Sciences, Ministry of Education and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200030, PR China.
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25
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Andreata-Santos R, Janini LMR, Durães-Carvalho R. From Alpha to Omicron SARS-CoV-2 variants: What their evolutionary signatures can tell us? J Med Virol 2022; 94:1773-1776. [PMID: 34978091 PMCID: PMC9015558 DOI: 10.1002/jmv.27555] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 12/24/2021] [Accepted: 12/27/2021] [Indexed: 01/29/2023]
Affiliation(s)
- Robert Andreata-Santos
- Department of Microbiology, Immunology and Parasitology, Federal University of São Paulo, São Paulo, Sao Paulo, Brazil
| | - Luiz M R Janini
- Department of Microbiology, Immunology and Parasitology, Federal University of São Paulo, São Paulo, Sao Paulo, Brazil
| | - Ricardo Durães-Carvalho
- Department of Microbiology, Immunology and Parasitology, Federal University of São Paulo, São Paulo, Sao Paulo, Brazil
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26
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Chakraborty S. E484K and N501Y SARS-CoV 2 spike mutants Increase ACE2 recognition but reduce affinity for neutralizing antibody. Int Immunopharmacol 2022; 102:108424. [PMID: 34915409 DOI: 10.1016/j.intimp.2021.108424] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 11/19/2021] [Accepted: 11/26/2021] [Indexed: 12/15/2022]
Abstract
SARS-CoV2 mutants B.1.1.7, B.1.351, and P.1 contain a key mutation N501Y. B.1.135 and P.1 lineages have another mutation, E484K. Here, we decode the effect of these two mutations on the host receptor, ACE2, and neutralizing antibody (B38) recognition. The N501Y RBD mutant binds to ACE2 with higher affinity due to improved π-π stacking and π-cation interactions. The higher binding affinity of the E484K mutant is caused due to the formation of additional hydrogen bond and salt-bridge interactions with ACE2. Both the mutants bind to the B38 antibody with reduced affinity due to the loss of several hydrogen-bonding interactions. The insights obtained from the study are crucial to interpret the increased transmissibility and reduced neutralization efficacy of rapidly emerging SARS-CoV2 VOCs.
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27
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Solo P, doss MA. Potential inhibitors of SARS-CoV-2 (COVID 19) spike protein of the delta and delta plus variant: In silico studies of medicinal plants of North-East India. Curr Res Pharmacol Drug Discov 2021; 2:100065. [PMID: 34870160 PMCID: PMC8530778 DOI: 10.1016/j.crphar.2021.100065] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 10/10/2021] [Accepted: 10/17/2021] [Indexed: 12/18/2022] Open
Abstract
Phytochemicals of 38 Medicinal plants of North-East India, with anti-viral, anti-oxidant or anti-bacterial properties were screened for properties of drug likeness. 231 phytochemicals were screened with LIPINSKI rule of five to obtain 131 candidates, which were further screened with SWISS-ADME, to obtain 50 phytochemicals. These phytochemicals were docked with the spike protein of the Delta variant (B.1.617.2) and Delta-Plus (AY.1) variant of SARS-CoV-2 using Autodock Vina and MOE 09. The target proteins were constructed by homology modeling using Swiss-Model. Hydroxychloroquine, taken as a standard in docking analysis, exhibited a binding energy of -6.5 kcal/mol and -6.1 kcal/mol with respect to the Delta variant and Delta-Plus variant respectively. Among the 50 docked results most flavones showed very good docking scores. 3,5,8-Trimethoxy-6,7,4,5-bis(methylenedioxy)flavone, a Poly-Methoxyflavone, produced a highest docking score of -8.7 kcal/mol with respect to both the spike protein targets. Poly-Methoxyflavones and Poly-Ethoxyflavones exhibited good binding affinity for the target spike protein of SARS-CoV-2, and can be potential anti-viral drug candidates against the existing Delta variant of the SARS-CoV-2.
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Affiliation(s)
- Peter Solo
- Department of Chemistry, St. Joseph's College (Autonomous), Jakhama, India
- Department of Chemistry, St. Joseph University, Dimapur, India
- Corresponding author. Department of Chemistry, St. Joseph's College, Autonomous, Jakhama, 797005, India.
| | - M. Arockia doss
- Department of Chemistry, St. Joseph University, Dimapur, India
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28
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Yakovleva A, Kovalenko G, Redlinger M, Liulchuk MG, Bortz E, Zadorozhna VI, Scherbinska AM, Wertheim JO, Goodfellow I, Meredith L, Vasylyeva TI. Tracking SARS-COV-2 Variants Using Nanopore Sequencing in Ukraine in Summer 2021. Res Sq 2021:rs.3.rs-1044446. [PMID: 34873595 PMCID: PMC8647652 DOI: 10.21203/rs.3.rs-1044446/v1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Since spring 2020, Ukraine has experienced at least two COVID-19 waves and has just entered a third wave in autumn 2021. The use of real-time genomic epidemiology has enabled the tracking of SARS-CoV-2 circulation patterns worldwide, thus informing evidence-based public health decision making, including implementation of travel restrictions and vaccine rollout strategies. However, insufficient capacity for local genetic sequencing in Ukraine and other Lower and Middle-Income countries limit opportunities for similar analyses. Herein, we report local sequencing of 24 SARS-CoV-2 genomes from patient samples collected in Kyiv in July 2021 using Oxford Nanopore MinION technology. Together with other published Ukrainian SARS-COV-2 genomes sequenced mostly abroad, our data suggest that the second wave of the epidemic in Ukraine (February-April 2021) was dominated by the Alpha variant of concern (VOC), while the beginning of the third wave has been dominated by the Delta VOC. Furthermore, our phylogeographic analysis revealed that the Delta variant was introduced into Ukraine in summer 2021 from multiple locations worldwide, with most introductions coming from Central and Eastern European countries. This study highlights the need to urgently integrate affordable and easily-scaled pathogen sequencing technologies in locations with less developed genomic infrastructure, in order to support local public health decision making.
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Affiliation(s)
| | | | | | - Mariia G Liulchuk
- State Institution "L.V. Gromashevsky Institute of Epidemiology and Infectious Diseases of National Academy of Medical Sciences of Ukraine"
| | | | - Viktoria I Zadorozhna
- State Institution "L.V. Gromashevsky Institute of Epidemiology and Infectious Diseases of National Academy of Medical Sciences of Ukraine"
| | - Alla M Scherbinska
- State Institution "L.V. Gromashevsky Institute of Epidemiology and Infectious Diseases of National Academy of Medical Sciences of Ukraine"
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29
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Khan MI, Baig MH, Mondal T, Alorabi M, Sharma T, Dong JJ, Cho JY. Impact of the Double Mutants on Spike Protein of SARS-CoV-2 B.1.617 Lineage on the Human ACE2 Receptor Binding: A Structural Insight. Viruses 2021; 13:2295. [PMID: 34835101 PMCID: PMC8625741 DOI: 10.3390/v13112295] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/09/2021] [Accepted: 11/11/2021] [Indexed: 01/08/2023] Open
Abstract
The recent emergence of novel SARS-CoV-2 variants has threatened the efforts to contain the COVID-19 pandemic. The emergence of these "variants of concern" has increased immune escape and has supplanted the ancestral strains. The novel variants harbored by the B.1.617 lineage (kappa and delta) carry mutations within the receptor-binding domain of spike (S) protein (L452R + E484Q and L452R + T478K), the region binding to the host receptor. The double mutations carried by these novel variants are primarily responsible for an upsurge number of COVID-19 cases in India. In this study, we thoroughly investigated the impact of these double mutations on the binding capability to the human host receptor. We performed several structural analyses and found that the studied double mutations increase the binding affinity of the spike protein to the human host receptor (ACE2). Furthermore, our study showed that these double mutants might be a dominant contributor enhancing the receptor-binding affinity of SARS-CoV-2 and consequently making it more stable. We also investigated the impact of these mutations on the binding affinity of two monoclonal antibodies (Abs) (2-15 and LY-CoV555) and found that the presence of the double mutations also hinders its binding with the studied Abs. The principal component analysis, free energy landscape, intermolecular interaction, and other investigations provided a deeper structural insight to better understand the molecular mechanism responsible for increased viral transmissibility of these variants.
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Affiliation(s)
- Mohd Imran Khan
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Gangnam-gu, Seoul 120-752, Korea;
| | - Mohammad Hassan Baig
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Gangnam-gu, Seoul 120-752, Korea; (M.H.B.); (T.S.)
| | - Tanmoy Mondal
- Laboratory Medicine, Institute of Biomedicine, University of Gothenburg, 41345 Gothenburg, Sweden;
| | - Mohammed Alorabi
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia;
| | - Tanuj Sharma
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Gangnam-gu, Seoul 120-752, Korea; (M.H.B.); (T.S.)
| | - Jae-June Dong
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Gangnam-gu, Seoul 120-752, Korea; (M.H.B.); (T.S.)
| | - Jae Yong Cho
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Gangnam-gu, Seoul 120-752, Korea;
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30
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Jimenez Ruiz JA, Lopez Ramirez C, Lopez-Campos JL. A Comparative Study between Spanish and British SARS-CoV-2 Variants. Curr Issues Mol Biol 2021; 43:2036-47. [PMID: 34889898 DOI: 10.3390/cimb43030140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/17/2021] [Accepted: 10/31/2021] [Indexed: 11/16/2022] Open
Abstract
The study of the interaction between the SARS-CoV-2 spike protein and the angiotensin-converting enzyme 2 (ACE2) receptor is key to understanding binding affinity and stability. In the present report, we sought to investigate the differences between two already sequenced genome variants (Spanish and British) of SARS-CoV-2. Methods: In silico model evaluating the homology, identity and similarity in the genome sequence and the structure and alignment of the predictive spike by computational docking methods. Results: The identity results between the Spanish and British variants of the Spike protein were 28.67%. This close correspondence in the results between the Spanish and British SARS-CoV-2 variants shows that they are very similar (99.99%). The alignment obtained results in four deletions. There were 23 nucleotide substitutions also predicted which could affect the functionality of the proteins produced from this sequence. The interaction between the binding receptor domain from the spike protein and the ACE2 receptor produces some of the mutations found and, therefore, the energy of this ligand varies. However, the estimated antigenicity of the British variant is higher than its Spanish counterpart. Conclusions: Our results indicate that minimal mutations could interfere in the infectivity of the virus due to changes in the fitness between host cell recognition and interaction proteins. In particular, the N501Y substitution, situated in the RBD of the spike of the British variant, might be the reason for its extraordinary infective potential.
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Hossain MS, Tonmoy MIQ, Fariha A, Islam MS, Roy AS, Islam MN, Kar K, Alam MR, Rahaman MM. Prediction of the Effects of Variants and Differential Expression of Key Host Genes ACE2, TMPRSS2, and FURIN in SARS-CoV-2 Pathogenesis: An In Silico Approach. Bioinform Biol Insights 2021; 15:11779322211054684. [PMID: 34720581 PMCID: PMC8554545 DOI: 10.1177/11779322211054684] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 10/02/2021] [Indexed: 12/15/2022] Open
Abstract
A new strain of the beta coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is solely responsible for the ongoing coronavirus disease 2019 (COVID-19) pandemic. Although several studies suggest that the spike protein of this virus interacts with the cell surface receptor, angiotensin-converting enzyme 2 (ACE2), and is subsequently cleaved by TMPRSS2 and FURIN to enter into the host cell, conclusive insight about the interaction pattern of the variants of these proteins is still lacking. Thus, in this study, we analyzed the functional conjugation among the spike protein, ACE2, TMPRSS2, and FURIN in viral pathogenesis as well as the effects of the mutations of the proteins through the implementation of several bioinformatics approaches. Analysis of the intermolecular interactions revealed that T27A (ACE2), G476S (receptor-binding domain [RBD] of the spike protein), C297T (TMPRSS2), and P812S (cleavage site for TMPRSS2) coding variants may render resistance in viral infection, whereas Q493L (RBD), S477I (RBD), P681R (cleavage site for FURIN), and P683W (cleavage site for FURIN) may lead to increase viral infection. Genotype-specific expression analysis predicted several genetic variants of ACE2 (rs2158082, rs2106806, rs4830971, and rs4830972), TMPRSS2 (rs458213, rs468444, rs4290734, and rs6517666), and FURIN (rs78164913 and rs79742014) that significantly alter their normal expression which might affect the viral spread. Furthermore, we also found that ACE2, TMPRSS2, and FURIN proteins are functionally co-related with each other, and several genes are highly co-expressed with them, which might be involved in viral pathogenesis. This study will thus help in future genomics and proteomics studies of SARS-CoV-2 and will provide an opportunity to understand the underlying molecular mechanism during SARS-CoV-2 pathogenesis.
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Affiliation(s)
- Md. Shahadat Hossain
- Department of Biotechnology & Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
| | | | - Atqiya Fariha
- Department of Biotechnology & Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Md. Sajedul Islam
- Department of Biochemistry & Biotechnology, University of Barishal, Barishal, Bangladesh
| | - Arpita Singha Roy
- Department of Biotechnology & Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Md. Nur Islam
- Department of Biotechnology & Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Kumkum Kar
- Department of Biotechnology & Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Mohammad Rahanur Alam
- Department of Food Technology & Nutrition Science, Noakhali Science and Technology University, Noakhali, Bangladesh
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Sharma HN, Latimore COD, Matthews QL. Biology and Pathogenesis of SARS-CoV-2: Understandings for Therapeutic Developments against COVID-19. Pathogens 2021; 10:pathogens10091218. [PMID: 34578250 PMCID: PMC8470303 DOI: 10.3390/pathogens10091218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/10/2021] [Accepted: 09/15/2021] [Indexed: 01/18/2023] Open
Abstract
Coronaviruses are positive sense, single-stranded, enveloped, and non-segmented RNA viruses that belong to the Coronaviridae family within the order Nidovirales and suborder Coronavirinae. Two Alphacoronavirus strains: HCoV-229E and HCoV-NL63 and five Betacoronaviruses: HCoV-HKU1, HCoV-OC43, SARS-CoV, MERS-CoV, and SARS-CoV-2 have so far been recognized as Human Coronaviruses (HCoVs). Coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 is currently the greatest concern for humanity. Despite the overflow of research on SARS-CoV-2 and other HCoVs published every week, existing knowledge in this area is insufficient for the complete understanding of the viruses and the diseases caused by them. This review is based on the analysis of 210 published works, and it attempts to cover the basic biology of coronaviruses, including the genetic characteristics, life cycle, and host-pathogen interaction, pathogenesis, the antiviral drugs, and vaccines against HCoVs, especially focusing on SARS-CoV-2. Furthermore, we will briefly discuss the potential link between extracellular vesicles (EVs) and SARS-CoV-2/COVID-19 pathophysiology.
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Affiliation(s)
- Homa Nath Sharma
- Microbiology Program, Department of Biological Sciences, Alabama State University, Montgomery, AL 36104, USA;
| | | | - Qiana L. Matthews
- Microbiology Program, Department of Biological Sciences, Alabama State University, Montgomery, AL 36104, USA;
- Department of Biological Sciences, Alabama State University, Montgomery, AL 36104, USA;
- Correspondence:
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Choi KE, Kim JM, Rhee J, Park AK, Kim EJ, Kang NS. Molecular Dynamics Studies on the Structural Characteristics for the Stability Prediction of SARS-CoV-2. Int J Mol Sci 2021; 22:8714. [PMID: 34445414 DOI: 10.3390/ijms22168714] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/05/2021] [Accepted: 08/11/2021] [Indexed: 12/27/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) affects the COVID-19 pandemic in the world. The spike protein of the various proteins encoded in SARS-CoV-2 binds to human ACE2, fuses, and enters human cells in the respiratory system. Spike protein, however, is highly variable, and many variants were identified continuously. In this study, Korean mutants for spike protein (D614G and D614A-C terminal domain, L455F and F456L-RBD, and Q787H-S2 domain) were investigated in patients. Because RBD in spike protein is related to direct interaction with ACE2, almost all researches were focused on the RBD region or ACE2-free whole domain region. The 3D structure for spike protein complexed with ACE2 was recently released. The stability analysis through RBD distance among each spike protein chain and the binding free energy calculation between spike protein and ACE2 were performed using MD simulation depending on mutant types in 1-, 2-, and 3-open-complex forms. D614G mutant of CT2 domain, showing to be the most prevalent in the global pandemic, showed higher stability in all open-complex forms than the wild type and other mutants. We hope this study will provide an insight into the importance of conformational fluctuation in the whole domain, although RBD is involved in the direct interaction with ACE2.
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Rodrigues R, Costa de Oliveira S. The Impact of Angiotensin-Converting Enzyme 2 ( ACE2) Expression Levels in Patients with Comorbidities on COVID-19 Severity: A Comprehensive Review. Microorganisms 2021; 9:1692. [PMID: 34442770 PMCID: PMC8398209 DOI: 10.3390/microorganisms9081692] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 07/19/2021] [Accepted: 08/06/2021] [Indexed: 01/08/2023] Open
Abstract
Angiotensin-Converting Enzyme 2 (ACE2) has been proved to be the main host cell receptor for the binding of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus responsible for the COVID-19 pandemic. The SARS-CoV-2 spike (S) protein binds to ACE2 to initiate the process of replication. This enzyme is widely present in human organ tissues, such as the heart and lung. The pathophysiology of ACE2 in SARS-CoV-2 infection is complex and may be associated with several factors and conditions that are more severe in COVID-19 patients, such as age, male gender, and comorbidities, namely, cardiovascular diseases, chronic respiratory diseases, obesity, and diabetes. Here we present a comprehensive review that aims to correlate the levels of expression of the ACE2 in patients with comorbidities and with a poor outcome in COVID-19 disease. Significantly higher levels of expression of ACE2 were observed in myocardial and lung tissues in heart failure and COPD patients, respectively. An age-dependent increase in SARS2-CoV-2 receptors in the respiratory epithelium may be also responsible for the increased severity of COVID-19 lung disease in elderly people. Although the role of ACE2 is highlighted regarding the damage that can arise upon the SARS-CoV-2 invasion, there was no association observed between renin-angiotensin-aldosterone system (RAAS) inhibitors and the severity of COVID-19.
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Affiliation(s)
- Rui Rodrigues
- Department of Pathology, Division of Microbiology, Faculty of Medicine, University of Porto, Al. Hernâni Monteiro, 4200-319 Porto, Portugal;
| | - Sofia Costa de Oliveira
- Department of Pathology, Division of Microbiology, Faculty of Medicine, University of Porto, Al. Hernâni Monteiro, 4200-319 Porto, Portugal;
- Center for Research in Health Technologies and Information Systems (CINTESIS), R. Dr. Plácido da Costa, 4200-450 Porto, Portugal
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