251
|
Oliva R, Shaikh AR, Petta A, Vangone A, Cavallo L. D936Y and Other Mutations in the Fusion Core of the SARS-CoV-2 Spike Protein Heptad Repeat 1: Frequency, Geographical Distribution, and Structural Effect. Molecules 2021; 26:molecules26092622. [PMID: 33946306 PMCID: PMC8124767 DOI: 10.3390/molecules26092622] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/08/2021] [Accepted: 04/12/2021] [Indexed: 11/16/2022] Open
Abstract
The crown of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is constituted by its spike (S) glycoprotein. S protein mediates the SARS-CoV-2 entry into the host cells. The “fusion core” of the heptad repeat 1 (HR1) on S plays a crucial role in the virus infectivity, as it is part of a key membrane fusion architecture. While SARS-CoV-2 was becoming a global threat, scientists have been accumulating data on the virus at an impressive pace, both in terms of genomic sequences and of three-dimensional structures. On 15 February 2021, from the SARS-CoV-2 genomic sequences in the GISAID resource, we collected 415,673 complete S protein sequences and identified all the mutations occurring in the HR1 fusion core. This is a 21-residue segment, which, in the post-fusion conformation of the protein, gives many strong interactions with the heptad repeat 2, bringing viral and cellular membranes in proximity for fusion. We investigated the frequency and structural effect of novel mutations accumulated over time in such a crucial region for the virus infectivity. Three mutations were quite frequent, occurring in over 0.1% of the total sequences. These were S929T, D936Y, and S949F, all in the N-terminal half of the HR1 fusion core segment and particularly spread in Europe and USA. The most frequent of them, D936Y, was present in 17% of sequences from Finland and 12% of sequences from Sweden. In the post-fusion conformation of the unmutated S protein, D936 is involved in an inter-monomer salt bridge with R1185. We investigated the effect of the D936Y mutation on the pre-fusion and post-fusion state of the protein by using molecular dynamics, showing how it especially affects the latter one.
Collapse
Affiliation(s)
- Romina Oliva
- Department of Sciences and Technologies, University Parthenope of Naples, Centro Direzionale Isola C4, I-80143 Naples, Italy
- Correspondence:
| | - Abdul Rajjak Shaikh
- Kaust Catalysis Center, Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia; (A.R.S.); (L.C.)
| | - Andrea Petta
- Dipartimento di Informatica ed Applicazioni, University of Salerno, Via Papa Paolo Giovanni II, I-84048 Fisciano, Italy;
| | - Anna Vangone
- Roche Innovation Center Munich, Pharma Research and Early Development, Large Molecule Research, Nonnenwald 2, 82377 Penzberg, Germany;
| | - Luigi Cavallo
- Kaust Catalysis Center, Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia; (A.R.S.); (L.C.)
| |
Collapse
|
252
|
Watanabe K, Watanabe C, Honma T, Tian YS, Kawashima Y, Kawashita N, Takagi T, Fukuzawa K. Intermolecular Interaction Analyses on SARS-CoV-2 Spike Protein Receptor Binding Domain and Human Angiotensin-Converting Enzyme 2 Receptor-Blocking Antibody/Peptide Using Fragment Molecular Orbital Calculation. J Phys Chem Lett 2021; 12:4059-4066. [PMID: 33881894 PMCID: PMC8078196 DOI: 10.1021/acs.jpclett.1c00663] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 04/13/2021] [Indexed: 05/05/2023]
Abstract
The spike glycoprotein (S-protein) mediates SARS-CoV-2 entry via intermolecular interaction with human angiotensin-converting enzyme 2. The receptor binding domain (RBD) of the S-protein has been considered critical for this interaction and acts as the target of numerous neutralizing antibodies and antiviral peptides. This study used the fragment molecular orbital method to analyze the interactions between the RBD and antibodies/peptides and extracted crucial residues that can be used as epitopes. The interactions evaluated as interfragment interaction energy values between the RBD and 12 antibodies/peptides showed a fairly good correlation with the experimental activity pIC50 (R2 = 0.540). Nine residues (T415, K417, Y421, F456, A475, F486, N487, N501, and Y505) were confirmed as being crucial. Pair interaction energy decomposition analyses showed that hydrogen bonds, electrostatic interactions, and π-orbital interactions are important. Our results provide essential information for understanding SARS-CoV-2-antibody/peptide binding and may play roles in future antibody/antiviral drug design.
Collapse
Affiliation(s)
- Kazuki Watanabe
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Chiduru Watanabe
- Center
for Biosystems Dynamics Research, RIKEN, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
- JST
PRESTO, 4-1-8, Honcho, Kawaguchi, Saitama 332-0012, Japan
| | - Teruki Honma
- Center
for Biosystems Dynamics Research, RIKEN, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Yu-Shi Tian
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yusuke Kawashima
- School
of Pharmacy and Pharmaceutical Sciences, Hoshi University, 2-4-41
Ebara, Shinagawa-ku, Tokyo 142-8501, Japan
| | - Norihito Kawashita
- Graduate
School of Science and Engineering Research, Kindai University, 3-4-1
Kowakae, Higashiosaka, Osaka 577-8502, Japan
| | - Tatsuya Takagi
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kaori Fukuzawa
- School
of Pharmacy and Pharmaceutical Sciences, Hoshi University, 2-4-41
Ebara, Shinagawa-ku, Tokyo 142-8501, Japan
- Department
of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, 6-6-11 Aoba, Aramaki, Aoba-ku, Sendai 980-8579, Japan
| |
Collapse
|
253
|
Impact of meteorological parameters and population density on variants of SARS-CoV-2 and outcome of COVID-19 pandemic in Japan. Epidemiol Infect 2021; 149:e103. [PMID: 33908339 PMCID: PMC8134905 DOI: 10.1017/s095026882100100x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Although vaccines have become available, emergence and rapid transmission of new variants have added new paradigm in the coronavirus disease-2019 (COVID-19) pandemic. Weather, population and host immunity have been detected as the regulatory elements of COVID-19. This study aims to investigate the effects of weather, population and host factors on the outcome of COVID-19 and mutation frequency in Japan. Data were collected during January 2020 to February 2021. About 92% isolates were form GR clades. Variants 501Y.V1 (53%) and 452R.V1 (24%) were most prevalent in Japan. The strongest correlation was detected between fatalities and population density (rs = 0.81) followed by total population (rs = 0.72). Relative humidity had the highest correlation (rs = -0.71) with the case fatality rate. Cluster mutations namely N501Y (45%), E484K (30%), N439K (16%), K417N (6%) and T478I (3%) at spike protein have increased during January to February 2021. Above 90% fatality was detected in patients aged >60 years. The ratio of male to female patients of COVID-19 was 1.35:1. This study will help to understand the seasonality of COVID-19 and impact of weather on the outcome which will add knowledge to reduce the health burden of COVID-19 by the international organisations and policy makers.
Collapse
|
254
|
Hopp MT, Domingo-Fernández D, Gadiya Y, Detzel MS, Graf R, Schmalohr BF, Kodamullil AT, Imhof D, Hofmann-Apitius M. Linking COVID-19 and Heme-Driven Pathophysiologies: A Combined Computational-Experimental Approach. Biomolecules 2021; 11:biom11050644. [PMID: 33925394 PMCID: PMC8147026 DOI: 10.3390/biom11050644] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 04/21/2021] [Accepted: 04/22/2021] [Indexed: 01/08/2023] Open
Abstract
The SARS-CoV-2 outbreak was declared a worldwide pandemic in 2020. Infection triggers the respiratory tract disease COVID-19, which is accompanied by serious changes in clinical biomarkers such as hemoglobin and interleukins. The same parameters are altered during hemolysis, which is characterized by an increase in labile heme. We present two computational–experimental approaches aimed at analyzing a potential link between heme-related and COVID-19 pathophysiologies. Herein, we performed a detailed analysis of the common pathways induced by heme and SARS-CoV-2 by superimposition of knowledge graphs covering heme biology and COVID-19 pathophysiology. Focus was laid on inflammatory pathways and distinct biomarkers as the linking elements. In a second approach, four COVID-19-related proteins, the host cell proteins ACE2 and TMPRSS2 as well as the viral proteins 7a and S protein were computationally analyzed as potential heme-binding proteins with an experimental validation. The results contribute to the understanding of the progression of COVID-19 infections in patients with different clinical backgrounds and may allow for a more individual diagnosis and therapy in the future.
Collapse
Affiliation(s)
- Marie-Thérèse Hopp
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, An der Immenburg 4, D-53121 Bonn, Germany; (M.-T.H.); (M.S.D.); (R.G.); (B.F.S.)
| | - Daniel Domingo-Fernández
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, D-53757 Sankt Augustin, Germany; (D.D.-F.); (Y.G.); (A.T.K.)
- Enveda Biosciences, Inc., San Francisco, CA 94080, USA
| | - Yojana Gadiya
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, D-53757 Sankt Augustin, Germany; (D.D.-F.); (Y.G.); (A.T.K.)
| | - Milena S. Detzel
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, An der Immenburg 4, D-53121 Bonn, Germany; (M.-T.H.); (M.S.D.); (R.G.); (B.F.S.)
| | - Regina Graf
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, An der Immenburg 4, D-53121 Bonn, Germany; (M.-T.H.); (M.S.D.); (R.G.); (B.F.S.)
| | - Benjamin F. Schmalohr
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, An der Immenburg 4, D-53121 Bonn, Germany; (M.-T.H.); (M.S.D.); (R.G.); (B.F.S.)
| | - Alpha T. Kodamullil
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, D-53757 Sankt Augustin, Germany; (D.D.-F.); (Y.G.); (A.T.K.)
- Causality Biomodels, Kinfra Hi-Tech Park, Kalamassery, Cochin, Kerala 683503, India
| | - Diana Imhof
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, An der Immenburg 4, D-53121 Bonn, Germany; (M.-T.H.); (M.S.D.); (R.G.); (B.F.S.)
- Correspondence: (D.I.); (M.H.-A.)
| | - Martin Hofmann-Apitius
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, D-53757 Sankt Augustin, Germany; (D.D.-F.); (Y.G.); (A.T.K.)
- Correspondence: (D.I.); (M.H.-A.)
| |
Collapse
|
255
|
Capozzi L, Bianco A, Del Sambro L, Simone D, Lippolis A, Notarnicola M, Pesole G, Pace L, Galante D, Parisi A. Genomic Surveillance of Circulating SARS-CoV-2 in South East Italy: A One-Year Retrospective Genetic Study. Viruses 2021; 13:731. [PMID: 33922257 PMCID: PMC8147059 DOI: 10.3390/v13050731] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/16/2021] [Accepted: 04/19/2021] [Indexed: 02/06/2023] Open
Abstract
In order to provide insights into the evolutionary and epidemiological viral dynamics during the current COVID-19 pandemic in South Eastern Italy, a total of 298 genomes of SARS-CoV-2 strains collected in the Apulia and Basilicata regions, between March 2020 and January 2021, were sequenced. The genomic analysis performed on the draft genomes allowed us to assign the genetic clades and lineages of belonging to each sample and provide an overview of the main circulating viral variants. Our data showed the spread in Apulia and Basilicata of SARS-CoV-2 variants which have emerged during the second wave of infections and are being currently monitored worldwide for their increased transmission rate and their possible impact on vaccines and therapies. These results emphasize the importance of genome sequencing for the epidemiological surveillance of the new SARS-CoV-2 variants' spread.
Collapse
Affiliation(s)
- Loredana Capozzi
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Angelica Bianco
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Laura Del Sambro
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Domenico Simone
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Antonio Lippolis
- National Institute of Gastroenterology “S. de Bellis”, Institute of Research, Via Turi, 27, 70013 Castellana Grotte, Italy; (A.L.); (M.N.)
| | - Maria Notarnicola
- National Institute of Gastroenterology “S. de Bellis”, Institute of Research, Via Turi, 27, 70013 Castellana Grotte, Italy; (A.L.); (M.N.)
| | - Graziano Pesole
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Via Amendola 122/O, 70126 Bari, Italy;
| | - Lorenzo Pace
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Domenico Galante
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| | - Antonio Parisi
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata, Via Manfredonia, 20, 71121 Foggia, Italy; (L.C.); (A.B.); (L.D.S.); (D.S.); (L.P.); (D.G.)
| |
Collapse
|
256
|
Min L, Sun Q. Antibodies and Vaccines Target RBD of SARS-CoV-2. Front Mol Biosci 2021; 8:671633. [PMID: 33968996 PMCID: PMC8100443 DOI: 10.3389/fmolb.2021.671633] [Citation(s) in RCA: 98] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 03/24/2021] [Indexed: 02/05/2023] Open
Abstract
The novel human coronavirus, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), which gives rise to the coronavirus disease 2019 (COVID-19), has caused a serious threat to global public health. On March 11, 2020, the WHO had officially announced COVID-19 as a pandemic. Therefore, it is vital to find effective and safe neutralizing antibodies and vaccines for COVID-19. The critical neutralizing domain (CND) that is contained in the receptor-binding domain (RBD) of the spike protein (S protein) could lead to a highly potent neutralizing antibody response as well as the cross-protection of other strains of SARS. By using RBD as an antigen, many neutralizing antibodies are isolated that are essential to the therapeutics of COVID-19. Furthermore, a subunit vaccine, which is based on the RBD, is expected to be safer than others, thus the RBD in the S protein is a more important target for vaccine development. In this review, we focus on neutralizing antibodies that are targeting RBD as well as the vaccine based on RBD under current development.
Collapse
Affiliation(s)
| | - Qiu Sun
- State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, China
| |
Collapse
|
257
|
Lima I, Cino EA. Sequence similarity in 3D for comparison of protein families. J Mol Graph Model 2021; 106:107906. [PMID: 33848948 DOI: 10.1016/j.jmgm.2021.107906] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 03/18/2021] [Accepted: 03/18/2021] [Indexed: 11/26/2022]
Abstract
Homologous proteins are often compared by pairwise sequence alignment, and structure superposition if the atomic coordinates are available. Unification of sequence and structure data is an important task in structural biology. Here, we present the Sequence Similarity 3D (SS3D) method of integrating sequence and structure information. SS3D is a distance and substitution matrix-based method for straightforward visualization of regions of similarity and difference between homologous proteins. This work details the SS3D approach, and demonstrates its utility through case studies comparing members of several protein families. The examples show that SS3D can effectively highlight biologically important regions of similarity and dissimilarity. We anticipate that the method will be useful for numerous structural biology applications, including, but not limited to, studies of binding specificity, structure-function relationships, and evolutionary pathways. SS3D is available with a manual and tutorial at https://github.com/0x462e41/SS3D/.
Collapse
Affiliation(s)
- Igor Lima
- Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil
| | - Elio A Cino
- Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil.
| |
Collapse
|
258
|
Molecular Dynamic Simulation Search for Possible Amphiphilic Drug Discovery for Covid-19. Molecules 2021; 26:molecules26082214. [PMID: 33921378 PMCID: PMC8069104 DOI: 10.3390/molecules26082214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/31/2021] [Accepted: 04/02/2021] [Indexed: 11/17/2022] Open
Abstract
To determine whether quaternary ammonium (k21) binds to Severe Acute Respiratory Syndrome–Coronavirus 2 (SARS-CoV-2) spike protein via computational molecular docking simulations, the crystal structure of the SARS-CoV-2 spike receptor-binding domain complexed with ACE-2 (PDB ID: 6LZG) was downloaded from RCSB PD and prepared using Schrodinger 2019-4. The entry of SARS-CoV-2 inside humans is through lung tissues with a pH of 7.38–7.42. A two-dimensional structure of k-21 was drawn using the 2D-sketcher of Maestro 12.2 and trimmed of C18 alkyl chains from all four arms with the assumption that the core moiety k-21 was without C18. The immunogenic potential of k21/QA was conducted using the C-ImmSim server for a position-specific scoring matrix analyzing the human host immune system response. Therapeutic probability was shown using prediction models with negative and positive control drugs. Negative scores show that the binding of a quaternary ammonium compound with the spike protein’s binding site is favorable. The drug molecule has a large Root Mean Square Deviation fluctuation due to the less complex geometry of the drug molecule, which is suggestive of a profound impact on the regular geometry of a viral protein. There is high concentration of Immunoglobulin M/Immunoglobulin G, which is concomitant of virus reduction. The proposed drug formulation based on quaternary ammonium to characterize affinity to the SARS-CoV-2 spike protein using simulation and computational immunological methods has shown promising findings.
Collapse
|
259
|
Saha JK, Raihan MJ. The binding mechanism of ivermectin and levosalbutamol with spike protein of SARS-CoV-2. Struct Chem 2021; 32:1985-1992. [PMID: 33867777 PMCID: PMC8039806 DOI: 10.1007/s11224-021-01776-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/30/2021] [Indexed: 11/12/2022]
Abstract
In this study, we have investigated the binding mechanism of two FDA-approved drugs (ivermectin and levosalbutamol) with the spike protein of SARs-CoV-2 using three different computational modeling techniques. Molecular docking results predict that ivermectin shows a large binding affinity for spike protein (− 9.0 kcal/mol) compared to levosalbutamol (− 4.1 kcal/mol). Ivermectin binds with LEU492, GLN493, GLY496, and TRY505 residues in the spike protein through hydrogen bonds and levosalbutamol binds with TYR453 and TYR505 residues. Using density functional theory (DFT) studies, we have calculated the binding energies between ivermectin and levosalbutamol with residues in spike protein which favor their binding are − 22.4 kcal/mol and − 21.08 kcal/mol, respectively. The natural bond orbital (NBO) charge analysis has been performed to estimate the amount of charge transfer that occurred by two drugs during interaction with residues. Molecular dynamics (MD) study confirms the stability of spike protein bound with ivermectin through RMSD and RMSF analyses. Three different computer modeling techniques reveal that ivermectin is more stable than levosalbutamol in the active site of spike protein where hACE2 binds. Therefore, ivermectin can be a suitable inhibitor for SARS-CoV-2 to enter into the human cell through hACE2.
Collapse
Affiliation(s)
| | - Md. Jahir Raihan
- Department of Chemistry, Jagannath University, Dhaka, 1100 Bangladesh
| |
Collapse
|
260
|
Goike J, Hsieh CL, Horton A, Gardner EC, Bartzoka F, Wang N, Javanmardi K, Herbert A, Abbassi S, Renberg R, Johanson MJ, Cardona JA, Segall-Shapiro T, Zhou L, Nissly RH, Gontu A, Byrom M, Maranhao AC, Battenhouse AM, Gejji V, Soto-Sierra L, Foster ER, Woodard SL, Nikolov ZL, Lavinder J, Voss WN, Annapareddy A, Ippolito GC, Ellington AD, Marcotte EM, Finkelstein IJ, Hughes RA, Musser JM, Kuchipudi SV, Kapur V, Georgiou G, Dye JM, Boutz DR, McLellan JS, Gollihar JD. Synthetic repertoires derived from convalescent COVID-19 patients enable discovery of SARS-CoV-2 neutralizing antibodies and a novel quaternary binding modality. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.04.07.438849. [PMID: 33851158 PMCID: PMC8043448 DOI: 10.1101/2021.04.07.438849] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The ongoing evolution of SARS-CoV-2 into more easily transmissible and infectious variants has sparked concern over the continued effectiveness of existing therapeutic antibodies and vaccines. Hence, together with increased genomic surveillance, methods to rapidly develop and assess effective interventions are critically needed. Here we report the discovery of SARS-CoV-2 neutralizing antibodies isolated from COVID-19 patients using a high-throughput platform. Antibodies were identified from unpaired donor B-cell and serum repertoires using yeast surface display, proteomics, and public light chain screening. Cryo-EM and functional characterization of the antibodies identified N3-1, an antibody that binds avidly (Kd,app = 68 pM) to the receptor binding domain (RBD) of the spike protein and robustly neutralizes the virus in vitro. This antibody likely binds all three RBDs of the trimeric spike protein with a single IgG. Importantly, N3-1 equivalently binds spike proteins from emerging SARS-CoV-2 variants of concern, neutralizes UK variant B.1.1.7, and binds SARS-CoV spike with nanomolar affinity. Taken together, the strategies described herein will prove broadly applicable in interrogating adaptive immunity and developing rapid response biological countermeasures to emerging pathogens.
Collapse
Affiliation(s)
- Jule Goike
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Ching-Lin Hsieh
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Andrew Horton
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Elizabeth C. Gardner
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Foteini Bartzoka
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Nianshuang Wang
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Kamyab Javanmardi
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Andrew Herbert
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Shawn Abbassi
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Rebecca Renberg
- CCDC Army Research Laboratory, Biotechnology Branch, Adelphi, MD, USA
| | - Michael J. Johanson
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
| | - Jose A. Cardona
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | | | - Ling Zhou
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Ruth H. Nissly
- Department of Veterinary and Biomedical Science and Animal Diagnostic Laboratory, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Abhinay Gontu
- Department of Veterinary and Biomedical Science and Animal Diagnostic Laboratory, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Michelle Byrom
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Andre C. Maranhao
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Anna M. Battenhouse
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Varun Gejji
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
| | - Laura Soto-Sierra
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
- Department of Agricultural and Biological Engineering, Texas A&M University, College Station, TX, USA
| | - Emma R. Foster
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
- Department of Agricultural and Biological Engineering, Texas A&M University, College Station, TX, USA
| | - Susan L. Woodard
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
| | - Zivko L. Nikolov
- National Center for Therapeutics Manufacturing, Texas A&M University, College Station, TX, USA
- Department of Agricultural and Biological Engineering, Texas A&M University, College Station, TX, USA
| | - Jason Lavinder
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Will N. Voss
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Ankur Annapareddy
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, Austin, TX, USA
| | - Gregory C. Ippolito
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, TX, USA
| | - Andrew D. Ellington
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Chemistry, The University of Texas at Austin, Austin, TX, USA
| | - Edward M. Marcotte
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Ilya J. Finkelstein
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Randall A. Hughes
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, Austin, TX, USA
| | - James M. Musser
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Suresh V. Kuchipudi
- Department of Veterinary and Biomedical Science and Animal Diagnostic Laboratory, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Vivek Kapur
- Department of Animal Science and the Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - George Georgiou
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
- Department of Chemistry, The University of Texas at Austin, Austin, TX, USA
- Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, TX, USA
| | - John M. Dye
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Daniel R. Boutz
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, Austin, TX, USA
| | - Jason S. McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Jimmy D. Gollihar
- Center for Systems and Synthetic Biology, Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, Austin, TX, USA
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| |
Collapse
|
261
|
Wong FC, Ong JH, Kumar DT, Chai TT. In Silico Identification of Multi-target Anti-SARS-CoV-2 Peptides from Quinoa Seed Proteins. Int J Pept Res Ther 2021; 27:1837-1847. [PMID: 33867899 PMCID: PMC8034280 DOI: 10.1007/s10989-021-10214-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2021] [Indexed: 12/23/2022]
Abstract
Peptides are promising antagonists against severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2). To expedite drug discovery, a computational approach is widely employed for the initial screening of anti-SARS-CoV-2 candidates. This study aimed to investigate the potential of peptides from quinoa seed proteins as multi-target antagonists against SARS-CoV-2 spike glycoprotein receptor-binding domain, main protease, and papain-like protease. Five quinoa proteins were hydrolyzed in silico by papain and subtilisin. Among the 1465 peptides generated, seven could interact stably with the key binding residues and catalytic residues of the viral targets, mainly via hydrogen bonds and hydrophobic interactions. The seven peptides were comparable or superior to previously reported anti-SARS-CoV-2 peptides based on docking scores. Key residues in the seven peptides contributing to binding to viral targets were determined by computational alanine scanning. The seven peptides were predicted in silico to be non-toxic and non-allergenic. The peptides ranged between 546.66 and 3974.87 g/mol in molecular mass, besides exhibiting basic and cationic properties (isoelectric points: 8.26-12.10; net charges: 0.1-4.0). Among the seven peptides, VEDKGMMHQQRMMEKAMNIPRMCGTMQRKCRMS was found to bind the largest number of key residues on the targets. In conclusion, seven putative non-toxic, non-allergenic, multi-target anti-SARS-CoV-2 peptides were identified from quinoa seed proteins. The in vitro and in vivo efficacies of the seven peptides against SARS-CoV-2 deserve attention in future bench-top testing. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s10989-021-10214-y.
Collapse
Affiliation(s)
- Fai-Chu Wong
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
- Center for Agriculture and Food Research, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| | - Joe-Hui Ong
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| | - D. Thirumal Kumar
- Department of Bioinformatics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602 105 Tamil Nadu India
| | - Tsun-Thai Chai
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
- Center for Agriculture and Food Research, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| |
Collapse
|
262
|
Volpatti LR, Wallace RP, Cao S, Raczy MM, Wang R, Gray LT, Alpar AT, Briquez PS, Mitrousis N, Marchell TM, Sasso MS, Nguyen M, Mansurov A, Budina E, Solanki A, Watkins EA, Schnorenberg MR, Tremain AC, Reda JW, Nicolaescu V, Furlong K, Dvorkin S, Yu SS, Manicassamy B, LaBelle JL, Tirrell MV, Randall G, Kwissa M, Swartz MA, Hubbell JA. Polymersomes decorated with SARS-CoV-2 spike protein receptor binding domain elicit robust humoral and cellular immunity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.04.08.438884. [PMID: 33851166 PMCID: PMC8043456 DOI: 10.1101/2021.04.08.438884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A diverse portfolio of SARS-CoV-2 vaccine candidates is needed to combat the evolving COVID-19 pandemic. Here, we developed a subunit nanovaccine by conjugating SARS-CoV-2 Spike protein receptor binding domain (RBD) to the surface of oxidation-sensitive polymersomes. We evaluated the humoral and cellular responses of mice immunized with these surface-decorated polymersomes (RBDsurf) compared to RBD-encapsulated polymersomes (RBDencap) and unformulated RBD (RBDfree), using monophosphoryl lipid A-encapsulated polymersomes (MPLA PS) as an adjuvant. While all three groups produced high titers of RBD-specific IgG, only RBDsurf elicited a neutralizing antibody response to SARS-CoV-2 comparable to that of human convalescent plasma. Moreover, RBDsurf was the only group to significantly increase the proportion of RBD-specific germinal center B cells in the vaccination-site draining lymph nodes. Both RBDsurf and RBDencap drove similarly robust CD4+ and CD8+ T cell responses that produced multiple Th1-type cytokines. We conclude that multivalent surface display of Spike RBD on polymersomes promotes a potent neutralizing antibody response to SARS-CoV-2, while both antigen formulations promote robust T cell immunity.
Collapse
Affiliation(s)
- Lisa R. Volpatti
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Rachel P. Wallace
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Shijie Cao
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Michal M. Raczy
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Ruyi Wang
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Laura T. Gray
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Aaron T. Alpar
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Priscilla S. Briquez
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Nikolaos Mitrousis
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Tiffany M. Marchell
- Committee on Immunology, University of Chicago, Chicago, IL 60637, United States
| | - Maria Stella Sasso
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Mindy Nguyen
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Aslan Mansurov
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Erica Budina
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Ani Solanki
- Animal Resources Center, University of Chicago, Chicago, IL 60637, United States
| | - Elyse A. Watkins
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Mathew R. Schnorenberg
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Andrew C. Tremain
- Committee on Immunology, University of Chicago, Chicago, IL 60637, United States
| | - Joseph W. Reda
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Vlad Nicolaescu
- Department of Microbiology, Howard T. Ricketts Laboratory, University of Chicago, Chicago, IL 60637, United States
| | - Kevin Furlong
- Department of Microbiology, Howard T. Ricketts Laboratory, University of Chicago, Chicago, IL 60637, United States
| | - Steve Dvorkin
- Department of Microbiology, Howard T. Ricketts Laboratory, University of Chicago, Chicago, IL 60637, United States
| | - Shann S. Yu
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
| | - Balaji Manicassamy
- Department of Microbiology and Immunology, University of Iowa, Iowa City, IA 52242, United States
| | - James L. LaBelle
- Department of Pediatrics, University of Chicago Comer Children’s Hospital, Chicago, IL 60637, United States
| | - Matthew V. Tirrell
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
- Materials Science Division, Argonne National Laboratory, Lemont, IL 60439, United States
| | - Glenn Randall
- Department of Microbiology, Howard T. Ricketts Laboratory, University of Chicago, Chicago, IL 60637, United States
| | - Marcin Kwissa
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
- Department of Microbiology, Howard T. Ricketts Laboratory, University of Chicago, Chicago, IL 60637, United States
| | - Melody A. Swartz
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
- Committee on Immunology, University of Chicago, Chicago, IL 60637, United States
- Ben May Department of Cancer Research, University of Chicago, Chicago, IL 60637, United States
- Committee on Cancer Biology, University of Chicago, Chicago, IL 60637, United States
| | - Jeffrey A. Hubbell
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, United States
- Committee on Immunology, University of Chicago, Chicago, IL 60637, United States
- Committee on Cancer Biology, University of Chicago, Chicago, IL 60637, United States
| |
Collapse
|
263
|
Speciale A, Muscarà C, Molonia MS, Cimino F, Saija A, Giofrè SV. Silibinin as potential tool against SARS-Cov-2: In silico spike receptor-binding domain and main protease molecular docking analysis, and in vitro endothelial protective effects. Phytother Res 2021; 35:4616-4625. [PMID: 33822421 PMCID: PMC8251480 DOI: 10.1002/ptr.7107] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 02/27/2021] [Accepted: 03/11/2021] [Indexed: 12/19/2022]
Abstract
The spread of SARS‐CoV‐2, along with the lack of targeted medicaments, encouraged research of existing drugs for repurposing. The rapid response to SARS‐CoV‐2 infection comprises a complex interaction of cytokine storm, endothelial dysfunction, inflammation, and pathologic coagulation. Thus, active molecules targeting multiple steps in SARS‐CoV‐2 lifecycle are highly wanted. Herein we explored the in silico capability of silibinin from Silybum marianum to interact with the SARS‐CoV‐2 main target proteins, and the in vitro effects against cytokine‐induced‐inflammation and dysfunction in human umbilical vein endothelial cells (HUVECs). Computational analysis revealed that silibinin forms a stable complex with SARS‐CoV‐2 spike protein RBD, has good negative binding affinity with Mpro, and interacts with many residues on the active site of Mpro, thus supporting its potentiality in inhibiting viral entry and replication. Moreover, HUVECs pretreatment with silibinin reduced TNF‐α‐induced gene expression of the proinflammatory genes IL‐6 and MCP‐1, as well as of PAI‐1, a critical factor in coagulopathy and thrombosis, and of ET‐1, a peptide involved in hemostatic vasoconstriction. Then, due to endothelium antiinflammatory and anticoagulant properties of silibinin and its capability to interact with SARS‐CoV‐2 main target proteins demonstrated herein, silibinin could be a strong candidate for COVID‐19 management from a multitarget perspective.
Collapse
Affiliation(s)
- Antonio Speciale
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| | - Claudia Muscarà
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| | - Maria Sofia Molonia
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| | - Francesco Cimino
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| | - Antonella Saija
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| | - Salvatore Vincenzo Giofrè
- Dipartimento di Scienze Chimiche, Biologiche, Farmaceutiche ed Ambientali, Università di Messina, Messina, Italy
| |
Collapse
|
264
|
Sokullu E, Pinard M, Gauthier MS, Coulombe B. Analysis of the SARS-CoV-2-host protein interaction network reveals new biology and drug candidates: focus on the spike surface glycoprotein and RNA polymerase. Expert Opin Drug Discov 2021; 16:881-895. [PMID: 33769912 PMCID: PMC8040492 DOI: 10.1080/17460441.2021.1909566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: The COVID-19 pandemic originated from the emergence of anovel coronavirus, SARS-CoV-2, which has been intensively studied since its discovery in order to generate the knowledge necessary to accelerate the development of vaccines and antivirals. Of note, many researchers believe there is great potential in systematically identifying host interactors of viral factors already targeted by existing drugs.Areas Covered: Herein, the authors discuss in detail the only available large-scale systematic study of the SARS-CoV-2-host protein-protein interaction network. More specifically, the authors review the literature on two key SARS-CoV-2 drug targets, the Spike surface glycoprotein, and the RNA polymerase. The authors also provide the reader with their expert opinion and future perspectives.Expert opinion: Interactions made by viral proteins with host factors reveal key functions that are likely usurped by the virus and, as aconsequence, points to known drugs that can be repurposed to fight viral infection and collateral damages that can exacerbate various disease conditions in COVID-19.
Collapse
Affiliation(s)
- Esen Sokullu
- Department of Translational Proteomics, Institut de Recherches Cliniques de Montréal, Montréal, Canada
| | - Maxime Pinard
- Department of Translational Proteomics, Institut de Recherches Cliniques de Montréal, Montréal, Canada
| | - Marie-Soleil Gauthier
- Department of Translational Proteomics, Institut de Recherches Cliniques de Montréal, Montréal, Canada
| | - Benoit Coulombe
- Department of Translational Proteomics, Institut de Recherches Cliniques de Montréal, Montréal, Canada.,Department of Biochemistry, Molecular Medicine Université de Montréal
| |
Collapse
|
265
|
Ghodake GS, Shinde SK, Kadam AA, Saratale RG, Saratale GD, Syed A, Elgorban AM, Marraiki N, Kim DY. Biological characteristics and biomarkers of novel SARS-CoV-2 facilitated rapid development and implementation of diagnostic tools and surveillance measures. Biosens Bioelectron 2021; 177:112969. [PMID: 33434780 PMCID: PMC7836906 DOI: 10.1016/j.bios.2021.112969] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 12/30/2020] [Accepted: 01/02/2021] [Indexed: 01/08/2023]
Abstract
Existing coronavirus named as a severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has speeded its spread across the globe immediately after emergence in China, Wuhan region, at the end of the year 2019. Different techniques, including genome sequencing, structural feature classification by electron microscopy, and chest imaging using computed tomography, are primarily used to diagnose and screen SARS-CoV-2 suspected individuals. Determination of the viral structure, surface proteins, and genome sequence has provided a design blueprint for the diagnostic investigations of novel SARS-CoV-2 virus and rapidly emerging diagnostic technologies, vaccine trials, and cell-entry-inhibiting drugs. Here, we describe recent understandings on the spike glycoprotein (S protein), receptor-binding domain (RBD), and angiotensin-converting enzyme 2 (ACE2) and their receptor complex. This report also aims to review recently established diagnostic technologies and developments in surveillance measures for SARS-CoV-2 as well as the characteristics and performance of emerging techniques. Smartphone apps for contact tracing can help nations to conduct surveillance measures before a vaccine and effective medicines become available. We also describe promising point-of-care (POC) diagnostic technologies that are under consideration by researchers for advancement beyond the proof-of-concept stage. Developing novel diagnostic techniques needs to be facilitated to establish automatic systems, without any personal involvement or arrangement to curb an existing SARS-CoV-2 epidemic crisis, and could also be appropriate for avoiding the emergence of a future epidemic crisis.
Collapse
Affiliation(s)
- Gajanan Sampatrao Ghodake
- Department of Biological and Environmental Science, Dongguk University-Seoul, Medical Center Ilsan, Goyang-si, 10326, Gyeonggi-do, South Korea
| | - Surendra Krushna Shinde
- Department of Biological and Environmental Science, Dongguk University-Seoul, Medical Center Ilsan, Goyang-si, 10326, Gyeonggi-do, South Korea
| | - Avinash Ashok Kadam
- Research Institute of Biotechnology and Medical Converged Science, Dongguk University-Seoul, Ilsandong-gu, Goyang-si, 10326, Gyeonggi-do, South Korea
| | - Rijuta Ganesh Saratale
- Research Institute of Biotechnology and Medical Converged Science, Dongguk University-Seoul, Ilsandong-gu, Goyang-si, 10326, Gyeonggi-do, South Korea
| | - Ganesh Dattatraya Saratale
- Department of Food Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si, 10326, Gyeonggi-do, South Korea
| | - Asad Syed
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455 Riyadh, 11451, Saudi Arabia
| | - Abdallah M Elgorban
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455 Riyadh, 11451, Saudi Arabia
| | - Najat Marraiki
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455 Riyadh, 11451, Saudi Arabia
| | - Dae-Young Kim
- Department of Biological and Environmental Science, Dongguk University-Seoul, Medical Center Ilsan, Goyang-si, 10326, Gyeonggi-do, South Korea.
| |
Collapse
|
266
|
Vogel AB, Kanevsky I, Che Y, Swanson KA, Muik A, Vormehr M, Kranz LM, Walzer KC, Hein S, Güler A, Loschko J, Maddur MS, Ota-Setlik A, Tompkins K, Cole J, Lui BG, Ziegenhals T, Plaschke A, Eisel D, Dany SC, Fesser S, Erbar S, Bates F, Schneider D, Jesionek B, Sänger B, Wallisch AK, Feuchter Y, Junginger H, Krumm SA, Heinen AP, Adams-Quack P, Schlereth J, Schille S, Kröner C, de la Caridad Güimil Garcia R, Hiller T, Fischer L, Sellers RS, Choudhary S, Gonzalez O, Vascotto F, Gutman MR, Fontenot JA, Hall-Ursone S, Brasky K, Griffor MC, Han S, Su AAH, Lees JA, Nedoma NL, Mashalidis EH, Sahasrabudhe PV, Tan CY, Pavliakova D, Singh G, Fontes-Garfias C, Pride M, Scully IL, Ciolino T, Obregon J, Gazi M, Carrion R, Alfson KJ, Kalina WV, Kaushal D, Shi PY, Klamp T, Rosenbaum C, Kuhn AN, Türeci Ö, Dormitzer PR, Jansen KU, Sahin U. BNT162b vaccines protect rhesus macaques from SARS-CoV-2. Nature 2021; 592:283-289. [PMID: 33524990 DOI: 10.1038/s41586-021-03275-y] [Citation(s) in RCA: 419] [Impact Index Per Article: 139.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 01/20/2021] [Indexed: 01/16/2023]
Abstract
A safe and effective vaccine against COVID-19 is urgently needed in quantities that are sufficient to immunize large populations. Here we report the preclinical development of two vaccine candidates (BNT162b1 and BNT162b2) that contain nucleoside-modified messenger RNA that encodes immunogens derived from the spike glycoprotein (S) of SARS-CoV-2, formulated in lipid nanoparticles. BNT162b1 encodes a soluble, secreted trimerized receptor-binding domain (known as the RBD-foldon). BNT162b2 encodes the full-length transmembrane S glycoprotein, locked in its prefusion conformation by the substitution of two residues with proline (S(K986P/V987P); hereafter, S(P2) (also known as P2 S)). The flexibly tethered RBDs of the RBD-foldon bind to human ACE2 with high avidity. Approximately 20% of the S(P2) trimers are in the two-RBD 'down', one-RBD 'up' state. In mice, one intramuscular dose of either candidate vaccine elicits a dose-dependent antibody response with high virus-entry inhibition titres and strong T-helper-1 CD4+ and IFNγ+CD8+ T cell responses. Prime-boost vaccination of rhesus macaques (Macaca mulatta) with the BNT162b candidates elicits SARS-CoV-2-neutralizing geometric mean titres that are 8.2-18.2× that of a panel of SARS-CoV-2-convalescent human sera. The vaccine candidates protect macaques against challenge with SARS-CoV-2; in particular, BNT162b2 protects the lower respiratory tract against the presence of viral RNA and shows no evidence of disease enhancement. Both candidates are being evaluated in phase I trials in Germany and the USA1-3, and BNT162b2 is being evaluated in an ongoing global phase II/III trial (NCT04380701 and NCT04368728).
Collapse
MESH Headings
- Aging/immunology
- Animals
- Antibodies, Neutralizing/immunology
- Antibodies, Viral/immunology
- Antigens, Viral/chemistry
- Antigens, Viral/genetics
- Antigens, Viral/immunology
- BNT162 Vaccine
- COVID-19/blood
- COVID-19/immunology
- COVID-19/prevention & control
- COVID-19/therapy
- COVID-19/virology
- COVID-19 Vaccines/administration & dosage
- COVID-19 Vaccines/chemistry
- COVID-19 Vaccines/genetics
- COVID-19 Vaccines/immunology
- Cell Line
- Clinical Trials as Topic
- Disease Models, Animal
- Female
- Humans
- Immunization, Passive
- Internationality
- Macaca mulatta/immunology
- Macaca mulatta/virology
- Male
- Mice
- Mice, Inbred BALB C
- Models, Molecular
- Protein Multimerization
- RNA, Viral/analysis
- Respiratory System/immunology
- Respiratory System/virology
- SARS-CoV-2/chemistry
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- Solubility
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
- T-Lymphocytes/immunology
- Vaccination
- Vaccines, Synthetic/administration & dosage
- Vaccines, Synthetic/chemistry
- Vaccines, Synthetic/genetics
- Vaccines, Synthetic/immunology
- COVID-19 Serotherapy
- mRNA Vaccines
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Journey Cole
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Olga Gonzalez
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Fulvia Vascotto
- TRON-Translational Oncology at the University Medical Centre of the Johannes Gutenberg University, Mainz, Germany
| | - Matthew R Gutman
- VCA SouthPaws Veterinary Specialists and Emergency Center, Fairfax, VA, USA
| | | | - Shannan Hall-Ursone
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Kathleen Brasky
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Michal Gazi
- Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Ricardo Carrion
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | | | - Deepak Kaushal
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Pei-Yong Shi
- University of Texas Medical Branch, Galveston, TX, USA
| | | | | | | | | | | | | | - Ugur Sahin
- BioNTech, Mainz, Germany.
- TRON-Translational Oncology at the University Medical Centre of the Johannes Gutenberg University, Mainz, Germany.
| |
Collapse
|
267
|
Impact of a New SARS-CoV-2 Variant on the Population: A Mathematical Modeling Approach. MATHEMATICAL AND COMPUTATIONAL APPLICATIONS 2021. [DOI: 10.3390/mca26020025] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Several SARS-CoV-2 variants have emerged around the world, and the appearance of other variants depends on many factors. These new variants might have different characteristics that can affect the transmissibility and death rate. The administration of vaccines against the coronavirus disease 2019 (COVID-19) started in early December of 2020 and in some countries the vaccines will not soon be widely available. For this article, we studied the impact of a new more transmissible SARS-CoV-2 strain on prevalence, hospitalizations, and deaths related to the SARS-CoV-2 virus. We studied different scenarios regarding the transmissibility in order to provide a scientific support for public health policies and bring awareness of potential future situations related to the COVID-19 pandemic. We constructed a compartmental mathematical model based on differential equations to study these different scenarios. In this way, we are able to understand how a new, more infectious strain of the virus can impact the dynamics of the COVID-19 pandemic. We studied several metrics related to the possible outcomes of the COVID-19 pandemic in order to assess the impact of a higher transmissibility of a new SARS-CoV-2 strain on these metrics. We found that, even if the new variant has the same death rate, its high transmissibility can increase the number of infected people, those hospitalized, and deaths. The simulation results show that health institutions need to focus on increasing non-pharmaceutical interventions and the pace of vaccine inoculation since a new variant with higher transmissibility, such as, for example, VOC-202012/01 of lineage B.1.1.7, may cause more devastating outcomes in the population.
Collapse
|
268
|
Jiang C, Li X, Ge C, Ding Y, Zhang T, Cao S, Meng L, Lu S. Molecular detection of SARS-CoV-2 being challenged by virus variation and asymptomatic infection. J Pharm Anal 2021; 11:257-264. [PMID: 33815862 PMCID: PMC7997641 DOI: 10.1016/j.jpha.2021.03.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/17/2021] [Accepted: 03/22/2021] [Indexed: 02/07/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) has been a pandemic for more than a year. With the expanding second wave of the pandemic in winter, the continuous evolution of SARS-CoV-2 has brought new issues, including the significance of virus mutations in infection and the detection of asymptomatic infection. In this review, we first introduced several major SARS-CoV-2 mutations since the COVID-19 outbreak and then mentioned the widely used molecular detection techniques to diagnose COVID-19, primarily focusing on their strengths and limitations. We further discussed the effects of viral genetic variation and asymptomatic infection on the molecular detection of SARS-CoV-2 infection. The review finally summarized useful insights into the molecular diagnosis of COVID-19 under the special situation being challenged by virus mutation and asymptomatic infection. The widely used molecular diagnostic techniques for COVID-19 are reviewed, with a special focus on their strengths and limitations. The genetic variation of the viral genome and silent asymptomatic infection during the global battle against the nCoV epidemic are discussed. Some diagnosis strategies for those within the quarantine period at home or the assembly site are recommended.
Collapse
Affiliation(s)
- Congshan Jiang
- Institute of Molecular and Translational Medicine (IMTM); Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China.,Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, 710061, PR China
| | - Xiaowei Li
- Institute of Molecular and Translational Medicine (IMTM); Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China.,Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, 710061, PR China
| | - Changrong Ge
- Section for Medical Inflammation Research, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, 17177, Sweden
| | - Yuanyuan Ding
- School of Pharmacy, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China
| | - Tao Zhang
- School of Pharmacy, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China
| | - Shuai Cao
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, PR China
| | - Liesu Meng
- Institute of Molecular and Translational Medicine (IMTM); Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China.,Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, 710061, PR China
| | - Shemin Lu
- Institute of Molecular and Translational Medicine (IMTM); Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, 76 West Yanta Road, Xi'an, Shaanxi, 710061, PR China.,Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, 710061, PR China
| |
Collapse
|
269
|
Kwarteng A, Asiedu E, Sylverken AA, Larbi A, Sakyi SA, Asiedu SO. Molecular characterization of interactions between the D614G variant of SARS-CoV-2 S-protein and neutralizing antibodies: A computational approach. INFECTION GENETICS AND EVOLUTION 2021; 91:104815. [PMID: 33774178 PMCID: PMC7987576 DOI: 10.1016/j.meegid.2021.104815] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 03/10/2021] [Accepted: 03/20/2021] [Indexed: 12/21/2022]
Abstract
The D614G variant of SARS-CoV-2 S-protein emerged in early 2020 and quickly became the dominant circulating strain in Europe and its environs. The variant was characterized by the higher viral load, which is not associated with disease severity, higher incorporation into the virion, and high cell entry via ACE-2 and TMPRSS2. Previous strains of the coronavirus and the current SARS-CoV-2 have demonstrated the selection of mutations as a mechanism of escaping immune responses. In this study, we used molecular dynamics simulation and MM-PBSA binding energy analysis to provide insights into the behaviour of the D614G S-protein at the molecular level and describe the neutralization mechanism of this variant. Our results show that the D614G S-protein adopts distinct conformational dynamics which is skewed towards the open-state conformation more than the closed-state conformation of the wild-type S-protein. Residue-specific variation of amino acid flexibility and domain-specific RMSD suggest that the mutation causes an allosteric conformational change in the RBD. Evaluation of the interaction energies between the S-protein and neutralizing antibodies show that the mutation may enhance, reduce or not affect the neutralizing interactions depending on the neutralizing antibody, especially if it targets the RBD. The results of this study have shed insights into the behaviour of the D614G S-protein at the molecular level and provided a glimpse of the neutralization mechanism of this variant.
Collapse
Affiliation(s)
- Alexander Kwarteng
- Department of Biochemistry and Biotechnology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana; Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
| | - Ebenezer Asiedu
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana
| | - Augustina Angelina Sylverken
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana; Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Amma Larbi
- Department of Biochemistry and Biotechnology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Samuel Asamoah Sakyi
- Department of Molecular Medicine, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Samuel Opoku Asiedu
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana; Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| |
Collapse
|
270
|
Affiliation(s)
- Alistair C Darby
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- The COVID-19 Genomics UK (COG-UK) Consortium, University of Cambridge, Cambridge, UK
| | - Julian A Hiscox
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- A*STAR Infectious Diseases Laboratories, Agency for Science, Technology and Research, Singapore
- Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
| |
Collapse
|
271
|
Rees-Spear C, Muir L, Griffith SA, Heaney J, Aldon Y, Snitselaar JL, Thomas P, Graham C, Seow J, Lee N, Rosa A, Roustan C, Houlihan CF, Sanders RW, Gupta RK, Cherepanov P, Stauss HJ, Nastouli E, Doores KJ, van Gils MJ, McCoy LE. The effect of spike mutations on SARS-CoV-2 neutralization. Cell Rep 2021; 34:108890. [PMID: 33713594 DOI: 10.1101/2021.01.15.426849] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 02/17/2021] [Accepted: 03/01/2021] [Indexed: 05/18/2023] Open
Abstract
Multiple severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines show protective efficacy, which is most likely mediated by neutralizing antibodies recognizing the viral entry protein, spike. Because new SARS-CoV-2 variants are emerging rapidly, as exemplified by the B.1.1.7, B.1.351, and P.1 lineages, it is critical to understand whether antibody responses induced by infection with the original SARS-CoV-2 virus or current vaccines remain effective. In this study, we evaluate neutralization of a series of mutated spike pseudotypes based on divergence from SARS-CoV and then compare neutralization of the B.1.1.7 spike pseudotype and individual mutations. Spike-specific monoclonal antibody neutralization is reduced dramatically; in contrast, polyclonal antibodies from individuals infected in early 2020 remain active against most mutated spike pseudotypes, but potency is reduced in a minority of samples. This work highlights that changes in SARS-CoV-2 spike can alter neutralization sensitivity and underlines the need for effective real-time monitoring of emerging mutations and their effect on vaccine efficacy.
Collapse
Affiliation(s)
- Chloe Rees-Spear
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Luke Muir
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Sarah A Griffith
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Judith Heaney
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK
| | - Yoann Aldon
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Jonne L Snitselaar
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Peter Thomas
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Carl Graham
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Jeffrey Seow
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Nayung Lee
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | | | | | - Catherine F Houlihan
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK; Research Department of Infection, Division of Infection and Immunity, University College London, London WC1 6BT, UK
| | - Rogier W Sanders
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Ravindra K Gupta
- Department of Medicine, University of Cambridge, Cambridge CB2 0AW, UK
| | | | - Hans J Stauss
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Eleni Nastouli
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK; The Francis Crick Institute, London NW1 1AT, UK; Great Ormond Street Institute for Child Health, Infection, Immunity and Inflammation, University College London, London WC1N 1EH, UK
| | - Katie J Doores
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Marit J van Gils
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Laura E McCoy
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK.
| |
Collapse
|
272
|
Pushkaran AC, Nath En P, Melge AR, Puthiyedath R, Mohan CG. A phytochemical-based medication search for the SARS-CoV-2 infection by molecular docking models towards spike glycoproteins and main proteases. RSC Adv 2021; 11:12003-12014. [PMID: 35423778 PMCID: PMC8696622 DOI: 10.1039/d0ra10458b] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 03/06/2021] [Indexed: 01/07/2023] Open
Abstract
Identifying best bioactive phytochemicals from different medicinal plants using molecular docking techniques demonstrates a potential pre-clinical compound discovery against SARS-CoV-2 viral infection. The in silico screening of bioactive phytochemicals with the two druggable targets of SARS-CoV-2 by simple precision/extra precision molecular docking methods was used to compute binding affinity at its active sites. phyllaemblicin and cinnamtannin class of phytocompounds showed a better binding affinity range (-9.0 to -8.0 kcal mol-1) towards both these SARS-CoV-2 targets; the corresponding active site residues in the spike protein were predicted as: Y453, Q496, Q498, N501, Y449, Q493, G496, T500, Y505, L455, Q493, and K417; and Mpro: Q189, H164, H163, P168, H41, L167, Q192, M165, C145, Y54, M49, and Q189. Molecular dynamics simulation further established the structural and energetic stability of protein-phytocompound complexes and their interactions with their key residues supporting the molecular docking analysis. Protein-protein docking using ZDOCK and Prodigy server predicted the binding pose and affinity (-13.8 kcal mol-1) of the spike glycoprotein towards the human ACE2 enzyme and also showed significant structural variations in the ACE2 recognition site upon the binding of phyllaemblicin C compound at their binding interface. The phyllaemblicin and cinnamtannin class of phytochemicals can be potential inhibitors of both the spike and Mpro proteins of SARS-CoV-2; furthermore, its pharmacology and clinical optimization would lead towards novel COVID-19 small-molecule therapy.
Collapse
Affiliation(s)
- Anju Choorakottayil Pushkaran
- Computational Biology and Bioinformatics Lab, Center for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham Kochi 682041 Kerala India +91-484-4001234 ext. 8769
| | - Prajeesh Nath En
- Amrita School of Ayurveda, Amrita Vishwa Vidyapeetham Kollam 690525 Kerala India
| | - Anu R Melge
- Computational Biology and Bioinformatics Lab, Center for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham Kochi 682041 Kerala India +91-484-4001234 ext. 8769
| | | | - C Gopi Mohan
- Computational Biology and Bioinformatics Lab, Center for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham Kochi 682041 Kerala India +91-484-4001234 ext. 8769
| |
Collapse
|
273
|
Rees-Spear C, Muir L, Griffith SA, Heaney J, Aldon Y, Snitselaar JL, Thomas P, Graham C, Seow J, Lee N, Rosa A, Roustan C, Houlihan CF, Sanders RW, Gupta RK, Cherepanov P, Stauss HJ, Nastouli E, Doores KJ, van Gils MJ, McCoy LE. The effect of spike mutations on SARS-CoV-2 neutralization. Cell Rep 2021; 34:108890. [PMID: 33713594 PMCID: PMC7936541 DOI: 10.1016/j.celrep.2021.108890] [Citation(s) in RCA: 156] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 02/17/2021] [Accepted: 03/01/2021] [Indexed: 01/08/2023] Open
Abstract
Multiple severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines show protective efficacy, which is most likely mediated by neutralizing antibodies recognizing the viral entry protein, spike. Because new SARS-CoV-2 variants are emerging rapidly, as exemplified by the B.1.1.7, B.1.351, and P.1 lineages, it is critical to understand whether antibody responses induced by infection with the original SARS-CoV-2 virus or current vaccines remain effective. In this study, we evaluate neutralization of a series of mutated spike pseudotypes based on divergence from SARS-CoV and then compare neutralization of the B.1.1.7 spike pseudotype and individual mutations. Spike-specific monoclonal antibody neutralization is reduced dramatically; in contrast, polyclonal antibodies from individuals infected in early 2020 remain active against most mutated spike pseudotypes, but potency is reduced in a minority of samples. This work highlights that changes in SARS-CoV-2 spike can alter neutralization sensitivity and underlines the need for effective real-time monitoring of emerging mutations and their effect on vaccine efficacy.
Collapse
Affiliation(s)
- Chloe Rees-Spear
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Luke Muir
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Sarah A Griffith
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Judith Heaney
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK
| | - Yoann Aldon
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Jonne L Snitselaar
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Peter Thomas
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Carl Graham
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Jeffrey Seow
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Nayung Lee
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | | | | | - Catherine F Houlihan
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK; Research Department of Infection, Division of Infection and Immunity, University College London, London WC1 6BT, UK
| | - Rogier W Sanders
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Ravindra K Gupta
- Department of Medicine, University of Cambridge, Cambridge CB2 0AW, UK
| | | | - Hans J Stauss
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK
| | - Eleni Nastouli
- Advanced Pathogens Diagnostic Unit, Department of Clinical Virology, University College London Hospitals NHS Foundation Trust, London W1T 4EU, UK; The Francis Crick Institute, London NW1 1AT, UK; Great Ormond Street Institute for Child Health, Infection, Immunity and Inflammation, University College London, London WC1N 1EH, UK
| | - Katie J Doores
- School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Marit J van Gils
- Amsterdam University Medical Centers, Amsterdam Institute for Infection and Immunity, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
| | - Laura E McCoy
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, London NW3 2PF, UK.
| |
Collapse
|
274
|
Guilger-Casagrande M, de Barros CT, Antunes VAN, de Araujo DR, Lima R. Perspectives and Challenges in the Fight Against COVID-19: The Role of Genetic Variability. Front Cell Infect Microbiol 2021; 11:598875. [PMID: 33791232 PMCID: PMC8005637 DOI: 10.3389/fcimb.2021.598875] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 02/15/2021] [Indexed: 12/12/2022] Open
Abstract
In the last year, the advent of the COVID-19 pandemic brought a new consideration for the multidisciplinary sciences. The unknown mechanisms of infection used by SARS-CoV-2 and the absence of effective antiviral pharmacological therapy, diagnosis methods, and vaccines evoked scientific efforts on the COVID-19 outcome. In general, COVID-19 clinical features are a result of local and systemic inflammatory processes that are enhanced by some preexistent comorbidities, such as diabetes, obesity, cardiovascular, and pulmonary diseases, and biological factors, like gender and age. However, the discrepancies in COVID-19 clinical signs observed among those patients lead to investigations about the critical factors that deeply influence disease severity and death. Herein, we present the viral infection mechanisms and its consequences after blocking the angiotensin-converting enzyme 2 (ACE2) axis in different tissues and the progression of inflammatory and immunological reactions, especially the influence of genetic features on those differential clinical responses. Furthermore, we discuss the role of genotype as an essential indicator of COVID-19 susceptibility, considering the expression profiles, polymorphisms, gene identification, and epigenetic modifications of viral entry factors and their recognition, as well as the infection effects on cell signaling molecule expression, which amplifies disease severity.
Collapse
Affiliation(s)
- Mariana Guilger-Casagrande
- Institute of Science and Technology, São Paulo State University–UNESP, Sorocaba, Brazil
- Laboratory for Evaluation of the Bioactivity and Toxicology of Nanomaterials, University of Sorocaba-UNISO, Sorocaba, Brazil
| | - Cecilia T. de Barros
- Laboratory for Evaluation of the Bioactivity and Toxicology of Nanomaterials, University of Sorocaba-UNISO, Sorocaba, Brazil
| | - Vitória A. N. Antunes
- Laboratory for Evaluation of the Bioactivity and Toxicology of Nanomaterials, University of Sorocaba-UNISO, Sorocaba, Brazil
| | - Daniele R. de Araujo
- Human and Natural Sciences Center, Federal University of ABC, Santo André, Brazil
| | - Renata Lima
- Laboratory for Evaluation of the Bioactivity and Toxicology of Nanomaterials, University of Sorocaba-UNISO, Sorocaba, Brazil
| |
Collapse
|
275
|
Alai S, Gujar N, Joshi M, Gautam M, Gairola S. Pan-India novel coronavirus SARS-CoV-2 genomics and global diversity analysis in spike protein. Heliyon 2021; 7:e06564. [PMID: 33758785 PMCID: PMC7972664 DOI: 10.1016/j.heliyon.2021.e06564] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 01/30/2021] [Accepted: 03/16/2021] [Indexed: 02/06/2023] Open
Abstract
The mortality rates due to COVID-19 have been found disproportionate globally and are currently being researched. India mortality rate with a population of 1.3 billion people is relatively lowest to other countries with high infection rates. Genetic composition of circulating isolates continues to be a key determinant of virulence and pathogenesis. This study aimed to analyse the extent of divergence between genomes of Indian isolates (n = 2525 as compared to reference Wuhan-1 strain and isolates from countries showing higher fatality rates including France, Italy, Belgium, and the USA. The study also analyses the impact of key mutations on interactions with angiotensin converting enzyme 2 (ACE2) and panel of neutralizing monoclonal antibodies. Using 1,44,605 spike protein sequences, global prevalence of mutations in spike protein was observed. The study suggests that SARS-CoV-2 genomes from India share consensus with global trends with respect to D614G as most prevalent mutational event (81.66% among 2525 Indian isolates). Indian isolates did not reported prevalence of N439K mutation in receptor binding motif (RBM) as compared to global isolates (0.54%). Computational docking and molecular dynamics simulation analysis of N439K mutation with respect to ACE 2 binding and reactivity with RBM targeted antibodies viz., B38, BD23, CB6, P2B-F26 and EY6A suggests that variant have relatively higher affinity with ACE 2 receptor which may support higher infectivity. The study warrants large scale monitoring of Indian isolates as SARS-CoV-2 virus is expected to evolve and mutations may appear in unpredictable way.
Collapse
Affiliation(s)
- Shweta Alai
- Department of Health and Biological Sciences, Symbiosis International University, Pune, Maharashtra, 412115, India
| | - Nidhi Gujar
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
| | - Manali Joshi
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
| | - Manish Gautam
- Serum Institute of India Pvt Ltd, Pune, Maharashtra, 411028, India
| | - Sunil Gairola
- Serum Institute of India Pvt Ltd, Pune, Maharashtra, 411028, India
| |
Collapse
|
276
|
Li N, Zhu L, Sun L, Shao G. The effects of novel coronavirus (SARS-CoV-2) infection on cardiovascular diseases and cardiopulmonary injuries. Stem Cell Res 2021; 51:102168. [PMID: 33485182 PMCID: PMC7801189 DOI: 10.1016/j.scr.2021.102168] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/23/2020] [Accepted: 01/05/2021] [Indexed: 12/17/2022] Open
Abstract
COVID-19 caused by a novel coronavirus named SARS-CoV-2, can elites severe acute respiratory syndrome, severe lung injury, cardiac injury, and even death and became a worldwide pandemic. SARS-CoV-2 infection may result in cardiac injury via several mechanisms, including the expression of angiotensin-converting enzyme 2 (ACE2) receptor and leading to a cytokine storm, can elicit an exaggerated host immune response. This response contributes to multi-organ dysfunction. As an emerging infectious disease, there are limited data on the effects of this infection on patients with underlying cardiovascular comorbidities. In this review, we summarize the early-stage clinical experiences with COVID-19, with particular focus on patients with cardiovascular diseases and cardiopulmonary injuries, and explores potential available evidence regarding the association between COVID-19, and cardiovascular complications.
Collapse
Affiliation(s)
- Ni Li
- Department of Cardiothoracic Surgery, Lihuili Hospital affiliated to Ningbo University, Ningbo, Zhejiang 315041, China; Institute of Pharmaceutics, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Linwen Zhu
- Department of Cardiothoracic Surgery, Lihuili Hospital affiliated to Ningbo University, Ningbo, Zhejiang 315041, China
| | - Lebo Sun
- Department of Cardiothoracic Surgery, Lihuili Hospital affiliated to Ningbo University, Ningbo, Zhejiang 315041, China
| | - Guofeng Shao
- Department of Cardiothoracic Surgery, Lihuili Hospital affiliated to Ningbo University, Ningbo, Zhejiang 315041, China.
| |
Collapse
|
277
|
Abstract
PURPOSE OF REVIEW The aim of this study was to evaluate the relationship between infection with SARS-CoV-2 and autoimmunity. RECENT FINDINGS Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome (SARS) associated coronavirus 2 (SARS-CoV-2). Although most of the infected individuals are asymptomatic, a proportion of patients with COVID-19 develop severe disease with multiple organ injuries. Evidence suggests that some medications used to treat autoimmune rheumatologic diseases might have therapeutic effect in patients with severe COVID-19 infections, drawing attention to the relationship between COVID-19 and autoimmune diseases. COVID-19 shares similarities with autoimmune diseases in clinical manifestations, immune responses and pathogenic mechanisms. Robust immune reactions participate in the pathogenesis of both disease conditions. Autoantibodies as a hallmark of autoimmune diseases can also be detected in COVID-19 patients. Moreover, some patients have been reported to develop autoimmune diseases, such as Guillain--Barré syndrome or systemic lupus erythematosus, after COVID-19 infection. It is speculated that SARS-CoV-2 can disturb self-tolerance and trigger autoimmune responses through cross-reactivity with host cells. The infection risk and prognosis of COVID-19 in patients with autoimmune diseases remains controversial, but patient adherence to medication regimens to prevent autoimmune disease flares is strongly recommended. SUMMARY We present a review of the association between COVID-19 and autoimmune diseases, focusing on similarities in immune responses, cross-reactivity of SARS-CoV-2, the development of autoimmune diseases in COVID-19 patients and the risk of COVID-19 infection in patients with preexisting autoimmune conditions.
Collapse
Affiliation(s)
- Yu Liu
- Department of Dermatology, Second Xiangya Hospital, Central South University, Hunan Key Laboratory of Medical Epigenetics, Changsha, Hunan, PR China
| | - Amr H. Sawalha
- Departments of Pediatrics, Medicine, and Immunology, and Lupus Center of Excellence, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Qianjin Lu
- Department of Dermatology, Second Xiangya Hospital, Central South University, Hunan Key Laboratory of Medical Epigenetics, Changsha, Hunan, PR China
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| |
Collapse
|
278
|
Farouk AE, Baig MH, Khan MI, Park T, Alotaibi SS, Dong JJ. Screening of inhibitors against SARS-CoV-2 spike protein and their capability to block the viral entry mechanism: A viroinformatics study. Saudi J Biol Sci 2021; 28:3262-3269. [PMID: 33654454 PMCID: PMC7908882 DOI: 10.1016/j.sjbs.2021.02.066] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 12/18/2020] [Accepted: 02/19/2021] [Indexed: 01/12/2023] Open
Abstract
SARS-CoV-2, previously named 2019 novel coronavirus (2019-nCoV), has been associated with the global pandemic of acute respiratory distress syndrome. First reported in December 2019 in the Wuhan province of China, this new RNA virus has several folds higher transmission among humans than its other family member (SARS-CoV and MERS-CoV). The SARS-CoV-2 spike receptor-binding domain (RBD) is the region mediating the binding of the virus to host cells via Angiotensin-converting enzyme 2 (ACE2), a critical step of viral. Here in this study, we have utilized in silico approach for the virtual screening of antiviral library extracted from the Asinex database against the Receptor binding domain (RBD) of the S1 subunit of the SARS-CoV-2 spike glycoprotein. Further, the molecules were ranked based on their binding affinity against RBD, and the top 15 molecules were selected. The affinity of these selected molecules to interrupt the ACE2-Spike interaction was also studied. It was found that the chosen molecules were demonstrating excellent binding affinity against spike protein, and these molecules were also very effectively interrupting the ACE2-RBD interaction. Furthermore, molecular dynamics (MD) simulation studies were utilized to investigate the top 3 selected molecules' stability in the ACE2-RBD complexes. To the best of our knowledge, this is the first study where molecules' inhibitory potential against the Receptor binding domain (RBD) of the S1 subunit of the SARS-CoV-2 spike glycoprotein and their inhibitory potential against the ACE2-Spike has been studied. We believe that these compounds can be further tested as a potential therapeutic option against COVID-19.
Collapse
Affiliation(s)
- Abd-ElAziem Farouk
- Department of Biotechnology, College of Science, P.O. Box 11099, Taif, 21944, Saudi Arabia
| | - Mohammad Hassan Baig
- Department of Family Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Mohd Imran Khan
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, India
| | - Taehwan Park
- University-Industry Foundation, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Saqer S Alotaibi
- Department of Biotechnology, College of Science, P.O. Box 11099, Taif, 21944, Saudi Arabia
| | - Jae-June Dong
- Department of Family Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
279
|
Gangadevi S, Badavath VN, Thakur A, Yin N, De Jonghe S, Acevedo O, Jochmans D, Leyssen P, Wang K, Neyts J, Yujie T, Blum G. Kobophenol A Inhibits Binding of Host ACE2 Receptor with Spike RBD Domain of SARS-CoV-2, a Lead Compound for Blocking COVID-19. J Phys Chem Lett 2021; 12:1793-1802. [PMID: 33577324 PMCID: PMC7901140 DOI: 10.1021/acs.jpclett.0c03119] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/04/2021] [Indexed: 05/03/2023]
Abstract
In the search for inhibitors of COVID-19, we have targeted the interaction between the human angiotensin-converting enzyme 2 (ACE2) receptor and the spike receptor binding domain (S1-RBD) of SARS-CoV-2. Virtual screening of a library of natural compounds identified Kobophenol A as a potential inhibitor. Kobophenol A was then found to block the interaction between the ACE2 receptor and S1-RBD in vitro with an IC50 of 1.81 ± 0.04 μM and inhibit SARS-CoV-2 viral infection in cells with an EC50 of 71.6 μM. Blind docking calculations identified two potential binding sites, and molecular dynamics simulations predicted binding free energies of -19.0 ± 4.3 and -24.9 ± 6.9 kcal/mol for Kobophenol A to the spike/ACE2 interface and the ACE2 hydrophobic pocket, respectively. In summary, Kobophenol A, identified through docking studies, is the first compound that inhibits SARS-CoV-2 binding to cells through blocking S1-RBD to the host ACE2 receptor and thus may serve as a good lead compound against COVID-19.
Collapse
Affiliation(s)
- Suresh Gangadevi
- Anhui
Provincial Engineering Laboratory of Silicon-Based Materials, Bengbu University, Caoshan Road 1866, Bengbu, Anhui 233030, PR China
| | | | - Abhishek Thakur
- Department
of Chemistry, University of Miami, Coral Gables, Florida 33146, United States
| | - Na Yin
- Anhui
Provincial Engineering Laboratory of Silicon-Based Materials, Bengbu University, Caoshan Road 1866, Bengbu, Anhui 233030, PR China
| | - Steven De Jonghe
- Department
of Microbiology, Immunology and Transplantation, Rega Institute for
Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Orlando Acevedo
- Department
of Chemistry, University of Miami, Coral Gables, Florida 33146, United States
| | - Dirk Jochmans
- Department
of Microbiology, Immunology and Transplantation, Rega Institute for
Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Pieter Leyssen
- Department
of Microbiology, Immunology and Transplantation, Rega Institute for
Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Ke Wang
- College
of Material and Chemical Engineering, Bengbu
University, Bengbu 233030, China
| | - Johan Neyts
- Department
of Microbiology, Immunology and Transplantation, Rega Institute for
Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Tao Yujie
- East China
University of Political Science and Law, Shanghai 20042 China
| | - Galia Blum
- Institute
for Drug Research, The Hebrew University, Jerusalem 9112001, Israel
| |
Collapse
|
280
|
Manzano - Santana PI, Peñarreta Tivillin JP, Chóez-Guaranda IA, Barragán Lucas AD, Orellana - Manzano AK, Rastrelli L. Potential bioactive compounds of medicinal plants against new Coronavirus (SARS-CoV-2): A review. BIONATURA 2021. [DOI: 10.21931/rb/2021.06.01.30] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Nowadays, COVID-19 cases are growing worldwide, and there is no evidence of an effective drug to combat the new SARS-CoV-2 virus. In this sense, medicinal plants as an alternative treatment are being used without control to handle the pandemic situation. Therefore, bioactive compounds against Coronavirus of medicinal plant species that grow in Ecuador are discussed. The plant species described in this review are Azadirachta indica, Cinchona pubescens, Coriandrum sativum, Cúrcuma longa, Eucalyptus spp, Morus alba, and Salvia rosmarinus[A3] ; and compunds are curcumin, coriandrin, deoxynojirimycin, kuwanon G, mulberroside A, oleanolic acid, rosmarinic acid, ursolic acid, quinine, eucalyptol, and jensenone.
Collapse
Affiliation(s)
- Patricia Isabel Manzano - Santana
- 1 Centro de Investigaciones Biotecnológicas del Ecuador, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador. 2 Laboratorio para investigaciones biomédicas, Facultad de Ciencias de la Vida, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
| | - Juan Pablo Peñarreta Tivillin
- Centro de Investigaciones Biotecnológicas del Ecuador, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
| | - Iván Andrés Chóez-Guaranda
- Centro de Investigaciones Biotecnológicas del Ecuador, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
| | - Ana Délida Barragán Lucas
- Centro de Investigaciones Biotecnológicas del Ecuador, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
| | - Andrea Katherine Orellana - Manzano
- Centro de Investigaciones Biotecnológicas del Ecuador, ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo Km. 30.5 vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
| | - Luca Rastrelli
- Departamento de Ciencias Biomédicas y Farmacéuticas, Universidad de Salermo, Italia
| |
Collapse
|
281
|
Mahmoudinobar F, Britton D, Montclare JK. Protein-based lateral flow assays for COVID-19 detection. Protein Eng Des Sel 2021; 34:gzab010. [PMID: 33991088 PMCID: PMC8194834 DOI: 10.1093/protein/gzab010] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 03/23/2021] [Accepted: 03/31/2021] [Indexed: 12/20/2022] Open
Abstract
To combat the enduring and dangerous spread of COVID-19, many innovations to rapid diagnostics have been developed based on proteinprotein interactions of the SARS-CoV-2 spike and nucleocapsid proteins to increase testing accessibility. These antigen tests have most prominently been developed using the lateral flow assay (LFA) test platform which has the benefit of administration at point-of-care, delivering quick results, lower cost, and does not require skilled personnel. However, they have gained criticism for an inferior sensitivity. In the last year, much attention has been given to creating a rapid LFA test for detection of COVID-19 antigens that can address its high limit of detection while retaining the advantages of rapid antibodyantigen interaction. In this review, a summary of these proteinprotein interactions as well as the challenges, benefits, and recent improvements to protein based LFA for detection of COVID-19 are discussed.
Collapse
Affiliation(s)
- Farbod Mahmoudinobar
- Department of Chemical and Biomolecular Engineering New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Dustin Britton
- Department of Chemical and Biomolecular Engineering New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Jin Kim Montclare
- Department of Chemical and Biomolecular Engineering New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
- Department of Chemistry New York University, New York, NY 10003, USA
- Department of Biomaterials New York University College of Dentistry, New York, NY 10010, USA
- Department of Radiology New York University Langone Health, New York, NY 10016, USA
| |
Collapse
|
282
|
Rondinone V, Pace L, Fasanella A, Manzulli V, Parisi A, Capobianchi MR, Ostuni A, Chironna M, Caprioli E, Labonia M, Cipolletta D, Della Rovere I, Serrecchia L, Petruzzi F, Pennuzzi G, Galante D. VOC 202012/01 Variant Is Effectively Neutralized by Antibodies Produced by Patients Infected before Its Diffusion in Italy. Viruses 2021; 13:276. [PMID: 33670182 PMCID: PMC7916909 DOI: 10.3390/v13020276] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/04/2021] [Accepted: 02/08/2021] [Indexed: 01/06/2023] Open
Abstract
The coronavirus disease 2019 (Covid-19) pandemic is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and presents a global health emergency that needs urgent intervention. Viruses constantly change through mutation, and new variants of a virus are expected to occur over time. In the United Kingdom (UK), a new variant called B.1.1.7 has emerged with an unusually large number of mutations. The aim of this study is to evaluate the level of protection of sera from 12 patients infected and later healed in Apulia Region (Italy) with Covid-19 between March and November 2020, when the English variant was not circulating in this territory yet, against the new VOC 202012/01 variant by seroneutralization assay. The sera of patients had already been tested before, using a virus belonging to the lineage B.1 and showed an antibody neutralizing titer ranging between 1:160 and 1:320. All the 12 sera donors confirmed the same titers of neutralizing antibodies obtained with a strain belonging to the lineage B.1.1.7 (VOC 202012/01). These data indicate that antibodies produced in subjects infected with variants of Sars-CoV-2 strain before the appearance of the English one, seem to have a neutralizing power also against this variant.
Collapse
Affiliation(s)
- Valeria Rondinone
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Lorenzo Pace
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Antonio Fasanella
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Viviana Manzulli
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Antonio Parisi
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Maria Rosaria Capobianchi
- Laboratory of Virology, National Institute for Infectious Diseases “L. Spallanzani”, 00149 Roma, Italy;
| | - Angelo Ostuni
- Transfusional Medicine Unit, University-Hospital Policlinico, 70124 Bari, Italy;
| | - Maria Chironna
- Department of Biomedical Sciences and Human Oncology-Hygiene Section, University of Bari “Aldo Moro”, 70124 Bari, Italy;
| | - Elisabetta Caprioli
- Clinical Pathology Laboratory, “Di Miccoli” Hospital, 70051 Barletta, Italy;
| | - Maria Labonia
- Microbiology Laboratory, IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy;
| | - Dora Cipolletta
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Ines Della Rovere
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Luigina Serrecchia
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Fiorenza Petruzzi
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Germana Pennuzzi
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| | - Domenico Galante
- Istituto Zooprofilattico Sperimentale of Puglia and Basilicata, 71121 Foggia, Italy; (V.R.); (A.F.); (V.M.); (A.P.); (D.C.); (I.D.R.); (L.S.); (F.P.); (G.P.); (D.G.)
| |
Collapse
|
283
|
Daniloski Z, Jordan TX, Ilmain JK, Guo X, Bhabha G, tenOever BR, Sanjana NE. The Spike D614G mutation increases SARS-CoV-2 infection of multiple human cell types. eLife 2021; 10:65365. [PMID: 33570490 PMCID: PMC7891930 DOI: 10.7554/elife.65365] [Citation(s) in RCA: 129] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/10/2021] [Indexed: 12/23/2022] Open
Abstract
A novel variant of the SARS-CoV-2 virus carrying a point mutation in the Spike protein (D614G) has recently emerged and rapidly surpassed others in prevalence. This mutation is in linkage disequilibrium with an ORF1b protein variant (P314L), making it difficult to discern the functional significance of the Spike D614G mutation from population genetics alone. Here, we perform site-directed mutagenesis on wild-type human-codon-optimized Spike to introduce the D614G variant. Using multiple human cell lines, including human lung epithelial cells, we found that the lentiviral particles pseudotyped with Spike D614G are more effective at transducing cells than ones pseudotyped with wild-type Spike. The increased transduction with Spike D614G ranged from 1.3- to 2.4-fold in Caco-2 and Calu-3 cells expressing endogenous ACE2 and from 1.5- to 7.7-fold in A549ACE2 and Huh7.5ACE2 overexpressing ACE2. Furthermore, trans-complementation of SARS-CoV-2 virus with Spike D614G showed an increased infectivity in human cells. Although there is minimal difference in ACE2 receptor binding between the D614 and G614 Spike variants, the G614 variant is more resistant to proteolytic cleavage, suggesting a possible mechanism for the increased transduction.
Collapse
Affiliation(s)
- Zharko Daniloski
- New York Genome Center, New York, United States.,Department of Biology, New York University, New York, United States
| | - Tristan X Jordan
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Juliana K Ilmain
- Department of Cell Biology and Skirball Institute of Biomolecular Medicine, New York University School of Medicine, New York, United States
| | - Xinyi Guo
- New York Genome Center, New York, United States.,Department of Biology, New York University, New York, United States
| | - Gira Bhabha
- Department of Cell Biology and Skirball Institute of Biomolecular Medicine, New York University School of Medicine, New York, United States
| | - Benjamin R tenOever
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Neville E Sanjana
- New York Genome Center, New York, United States.,Department of Biology, New York University, New York, United States
| |
Collapse
|
284
|
Wong FC, Ong JH, Chai TT. SARS-CoV-2 spike protein-, main protease- and papain-like-protease-targeting peptides from seed proteins following gastrointestinal digestion: An in silico study. PHYTOMEDICINE PLUS : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2021; 1:100016. [PMID: 35403082 PMCID: PMC7832997 DOI: 10.1016/j.phyplu.2020.100016] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 12/15/2020] [Accepted: 12/23/2020] [Indexed: 06/14/2023]
Abstract
BACKGROUND The anti-COVID-19 potential of phytochemicals was investigated in numerous studies, but efficacy of peptides released by seed proteins upon gastrointestinal (GI) digestion is underexplored. PURPOSE This study investigated whether multi-target anti-COVID-19 peptides could be released from edible seeds following GI digestion, by using in silico and molecular docking approaches. METHODS Nineteen seed storage proteins from Chenopodium quinoa (quinoa), Sesamum indicum (sesame), Brassica napus (rape), Helianthus annuus (sunflower) and Cucurbita maxima (pumpkin) seeds were subjected to in silico GI digestion, in order to detect the released peptides with high GI absorption that concurrently target the spike protein, main protease and papain-like protease of SARS-CoV-2. RESULTS Molecular docking study revealed that 36 peptides with high GI absorption, out of the 1593 peptides released from seed proteins, could bind to the binding or catalytic sites of the spike protein, main protease and papain-like protease of SARS-CoV-2, after GI digestion. Among the five seeds, quinoa was predicted to release the largest number (27) of multi-target peptides. When compared with PIY (Pro-Ile-Tyr), a high-GI-absorption fragment released from a potential anti-COVID-19 peptide, pumpkin-derived peptide PW (Pro-Trp) could bind more strongly to SARS-CoV-2 spike protein. PW was superior to some previously reported anti-SARS-CoV-2 phytochemicals when binding affinities towards the three viral targets were compared. CONCLUSION Edible seeds are a potential source of anti-COVID-19 peptides upon GI digestion, hence they should be considered as an alternative to assist in the treatment and management of COVID-19.
Collapse
Affiliation(s)
- Fai-Chu Wong
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
- Center for Biodiversity Research, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| | - Joe-Hui Ong
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| | - Tsun-Thai Chai
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
- Center for Biodiversity Research, Universiti Tunku Abdul Rahman, 31900 Kampar, Malaysia
| |
Collapse
|
285
|
Sajna KV, Kamat S. Antibodies at work in the time of severe acute respiratory syndrome coronavirus 2. Cytotherapy 2021; 23:101-110. [PMID: 32988772 PMCID: PMC7458058 DOI: 10.1016/j.jcyt.2020.08.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/22/2020] [Accepted: 08/25/2020] [Indexed: 12/13/2022]
Abstract
In view of devastating effects of COVID-19 on human life, there is an urgent need for the licened vaccines or therapeutics for the SARS-CoV-2 infection. Age-old passive immunization with protective antibodies to neutralize the virus is one of the strategies for emergency prophylaxis and therapy for coronavirus disease 2019 (COVID-19). In this review, the authors discuss up-to-date advances in immune-based therapy for COVID-19. The use of convalescent plasma therapy as the first line of defense to treat severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has been established, with encouraging results. Monoclonal antibodies (mAbs) that bind to the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein or block the interaction between SARS-CoV-2 RBD and the human angiotensin-converting enzyme 2 receptor have been found to be very promising as a countermeasure for tackling the SARS-CoV-2 infection, and clinical trials are underway. Considering the counterproductive antibody-dependent enhancement of the virus, mAbs therapy that is safe and efficacious, even in people with underlying conditions, will be a significant breakthrough. In addition, emerging immunotherapeutic interventions using nanobodies and cellular immunotherapy are promising avenues for tackling the COVID-19 pandemic. The authors also discuss the implication of mAbs as mediators of cytokine storm syndrome to modify the immune response of COVID-19 patients, thus reducing the fatality rate of COVID-19 infection.
Collapse
Affiliation(s)
| | - Siya Kamat
- Department of Biochemistry, Indian Institute of Science, Bangalore, India
| |
Collapse
|
286
|
Bhattacharjee S, Bhattacharyya R, Sengupta J. Dynamics and electrostatics define an allosteric druggable site within the receptor-binding domain of SARS-CoV-2 spike protein. FEBS Lett 2021; 595:442-451. [PMID: 33449359 PMCID: PMC8014131 DOI: 10.1002/1873-3468.14038] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/11/2020] [Accepted: 01/07/2021] [Indexed: 02/07/2023]
Abstract
The pathogenesis of the SARS‐CoV‐2 virus initiates through recognition of the angiotensin‐converting enzyme 2 (ACE2) receptor of the host cells by the receptor‐binding domain (RBD) located at the spikes of the virus. Here, using molecular dynamics simulations, we have demonstrated the allosteric crosstalk within the RBD in the apo‐ and the ACE2 receptor‐bound states, revealing the contribution of the dynamics‐based correlated motions and the electrostatic energy perturbations to this crosstalk. While allostery, based on correlated motions, dominates inherent distal communication in the apo‐RBD, the electrostatic energy perturbations determine favorable pairwise crosstalk within the RBD residues upon binding to ACE2. Interestingly, the allosteric path is composed of residues which are evolutionarily conserved within closely related coronaviruses, pointing toward the biological relevance of the communication and its potential as a target for drug development.
Collapse
Affiliation(s)
- Sayan Bhattacharjee
- Division of Structural Biology and Bioinformatics, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Rajanya Bhattacharyya
- Division of Structural Biology and Bioinformatics, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Jayati Sengupta
- Division of Structural Biology and Bioinformatics, CSIR-Indian Institute of Chemical Biology, Kolkata, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| |
Collapse
|
287
|
Yuan M, Liu H, Wu NC, Wilson IA. Recognition of the SARS-CoV-2 receptor binding domain by neutralizing antibodies. Biochem Biophys Res Commun 2021; 538:192-203. [PMID: 33069360 PMCID: PMC7547570 DOI: 10.1016/j.bbrc.2020.10.012] [Citation(s) in RCA: 143] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 10/07/2020] [Indexed: 12/21/2022]
Abstract
Immediately from the outset of the COVID-19 pandemic, researchers from diverse biomedical and biological disciplines have united to study the novel pandemic virus, SARS-CoV-2. The antibody response to SARS-CoV-2 has been a major focus of COVID-19 research due to its clinical relevance and importance in vaccine and therapeutic development. Isolation and characterization of antibodies to SARS-CoV-2 have been accumulating at an unprecedented pace. Most of the SARS-CoV-2 neutralizing antibodies to date target the spike (S) protein receptor binding domain (RBD), which engages the host receptor ACE2 for viral entry. Here we review the binding sites and molecular features of monoclonal antibodies that target the SARS-CoV-2 RBD, including a few that also cross-neutralize SARS-CoV.
Collapse
Affiliation(s)
- Meng Yuan
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Hejun Liu
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Nicholas C Wu
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA; Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA; Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Ian A Wilson
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA; IAVI Neutralizing Antibody Center and the Collaboration for AIDS Vaccine Discovery (CAVD), The Scripps Research Institute, La Jolla, CA, 92037, USA; Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA, 92037, USA; The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA.
| |
Collapse
|
288
|
Muhseen ZT, Hameed AR, Al-Hasani HMH, Ahmad S, Li G. Computational Determination of Potential Multiprotein Targeting Natural Compounds for Rational Drug Design Against SARS-COV-2. Molecules 2021; 26:674. [PMID: 33525411 PMCID: PMC7865386 DOI: 10.3390/molecules26030674] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 01/18/2021] [Accepted: 01/21/2021] [Indexed: 12/21/2022] Open
Abstract
SARS-CoV-2 caused the current COVID-19 pandemic and there is an urgent need to explore effective therapeutics that can inhibit enzymes that are imperative in virus reproduction. To this end, we computationally investigated the MPD3 phytochemical database along with the pool of reported natural antiviral compounds with potential to be used as anti-SARS-CoV-2. The docking results demonstrated glycyrrhizin followed by azadirachtanin, mycophenolic acid, kushenol-w and 6-azauridine, as potential candidates. Glycyrrhizin depicted very stable binding mode to the active pocket of the Mpro (binding energy, -8.7 kcal/mol), PLpro (binding energy, -7.9 kcal/mol), and Nucleocapsid (binding energy, -7.9 kcal/mol) enzymes. This compound showed binding with several key residues that are critical to natural substrate binding and functionality to all the receptors. To test docking prediction, the compound with each receptor was subjected to molecular dynamics simulation to characterize the molecule stability and decipher its possible mechanism of binding. Each complex concludes that the receptor dynamics are stable (Mpro (mean RMSD, 0.93 Å), PLpro (mean RMSD, 0.96 Å), and Nucleocapsid (mean RMSD, 3.48 Å)). Moreover, binding free energy analyses such as MMGB/PBSA and WaterSwap were run over selected trajectory snapshots to affirm intermolecular affinity in the complexes. Glycyrrhizin was rescored to form strong affinity complexes with the virus enzymes: Mpro (MMGBSA, -24.42 kcal/mol and MMPBSA, -10.80 kcal/mol), PLpro (MMGBSA, -48.69 kcal/mol and MMPBSA, -38.17 kcal/mol) and Nucleocapsid (MMGBSA, -30.05 kcal/mol and MMPBSA, -25.95 kcal/mol), were dominated mainly by vigorous van der Waals energy. Further affirmation was achieved by WaterSwap absolute binding free energy that concluded all the complexes in good equilibrium and stability (Mpro (mean, -22.44 kcal/mol), PLpro (mean, -25.46 kcal/mol), and Nucleocapsid (mean, -23.30 kcal/mol)). These promising findings substantially advance our understanding of how natural compounds could be shaped to counter SARS-CoV-2 infection.
Collapse
Affiliation(s)
- Ziyad Tariq Muhseen
- Key Laboratory of Ministry of Education for Medicinal Plant Resource and Natural Pharmaceutical Chemistry, Shaanxi Normal University, Xi'an 710062, China
- School of Life Sciences, Shaanxi Normal University, Xi'an 710062, China
| | - Alaa R Hameed
- Department of Medical Laboratory Techniques, School of Life Sciences, Dijlah University College, Baghdad 00964, Iraq
| | - Halah M H Al-Hasani
- Department of Biotechnology, College of Science, University of Diyala, Baqubah 32001, Iraq
| | - Sajjad Ahmad
- Foundation University Medical College, Foundation University Islamabad, Islamabad 44000, Pakistan
| | - Guanglin Li
- Key Laboratory of Ministry of Education for Medicinal Plant Resource and Natural Pharmaceutical Chemistry, Shaanxi Normal University, Xi'an 710062, China
- School of Life Sciences, Shaanxi Normal University, Xi'an 710062, China
| |
Collapse
|
289
|
Molecular determinants and mechanism for antibody cocktail preventing SARS-CoV-2 escape. Nat Commun 2021; 12:469. [PMID: 33473140 PMCID: PMC7817669 DOI: 10.1038/s41467-020-20789-7] [Citation(s) in RCA: 99] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 12/16/2020] [Indexed: 12/21/2022] Open
Abstract
Antibody cocktails represent a promising approach to prevent SARS-CoV-2 escape. The determinants for selecting antibody combinations and the mechanism that antibody cocktails prevent viral escape remain unclear. We compared the critical residues in the receptor-binding domain (RBD) used by multiple neutralizing antibodies and cocktails and identified a combination of two antibodies CoV2-06 and CoV2-14 for preventing viral escape. The two antibodies simultaneously bind to non-overlapping epitopes and independently compete for receptor binding. SARS-CoV-2 rapidly escapes from individual antibodies by generating resistant mutations in vitro, but it doesn’t escape from the cocktail due to stronger mutational constraints on RBD-ACE2 interaction and RBD protein folding requirements. We also identified a conserved neutralizing epitope shared between SARS-CoV-2 and SARS-CoV for antibody CoV2-12. Treatments with CoV2-06 and CoV2-14 individually and in combination confer protection in mice. These findings provide insights for rational selection and mechanistic understanding of antibody cocktails as candidates for treating COVID-19. Antibody cocktails represent a promising approach to prevent SARS-CoV-2 escape. Here, Ku et al., identify SARS-CoV-2 neutralizing antibodies from a phage library and identify an antibody combination that prevents viral escape and protects mice from viral challenge.
Collapse
|
290
|
Li P, Guo R, Liu Y, Zhang Y, Hu J, Ou X, Mi D, Chen T, Mu Z, Han Y, Chen Z, Cui Z, Zhang L, Wang X, Wu Z, Wang J, Jin Q, Qian Z. The Rhinolophus affinis bat ACE2 and multiple animal orthologs are functional receptors for bat coronavirus RaTG13 and SARS-CoV-2. Sci Bull (Beijing) 2021; 66:1215-1227. [PMID: 33495713 PMCID: PMC7816560 DOI: 10.1016/j.scib.2021.01.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 11/15/2020] [Accepted: 01/08/2021] [Indexed: 02/07/2023]
Abstract
Bat coronavirus (CoV) RaTG13 shares the highest genome sequence identity with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) among all known coronaviruses, and also uses human angiotensin converting enzyme 2 (hACE2) for virus entry. Thus, SARS-CoV-2 is thought to have originated from bat. However, whether SARS-CoV-2 emerged from bats directly or through an intermediate host remains elusive. Here, we found that Rhinolophus affinis bat ACE2 (RaACE2) is an entry receptor for both SARS-CoV-2 and RaTG13, although the binding of RaACE2 to the receptor-binding domain (RBD) of SARS-CoV-2 is markedly weaker than that of hACE2. We further evaluated the receptor activities of ACE2s from additional 16 diverse animal species for RaTG13, SARS-CoV, and SARS-CoV-2 in terms of S protein binding, membrane fusion, and pseudovirus entry. We found that the RaTG13 spike (S) protein is significantly less fusogenic than SARS-CoV and SARS-CoV-2, and seven out of sixteen different ACE2s function as entry receptors for all three viruses, indicating that all three viruses might have broad host rages. Of note, RaTG13 S pseudovirions can use mouse, but not pangolin ACE2, for virus entry, whereas SARS-CoV-2 S pseudovirions can use pangolin, but not mouse, ACE2 enter cells efficiently. Mutagenesis analysis revealed that residues 484 and 498 in RaTG13 and SARS-CoV-2 S proteins play critical roles in recognition of mouse and human ACE2s. Finally, two polymorphous Rhinolophous sinicus bat ACE2s showed different susceptibilities to virus entry by RaTG13 and SARS-CoV-2 S pseudovirions, suggesting possible coevolution. Our results offer better understanding of the mechanism of coronavirus entry, host range, and virus-host coevolution.
Collapse
Affiliation(s)
- Pei Li
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Ruixuan Guo
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Yan Liu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Yingtao Zhang
- School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Jiaxin Hu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Xiuyuan Ou
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Dan Mi
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Ting Chen
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Zhixia Mu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Yelin Han
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Zihan Chen
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Zhewei Cui
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Leiliang Zhang
- Institute of Basic Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250062, China
| | - Xinquan Wang
- The Ministry of Education Key Laboratory of Protein Science, Beijing Advanced Innovation Center for Structural Biology, Beijing Frontier Research Center for Biological Structure, Collaborative Innovation Center for Biotherapy, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Zhiqiang Wu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Jianwei Wang
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Qi Jin
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| | - Zhaohui Qian
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100176, China
| |
Collapse
|
291
|
Finkelstein MT, Mermelstein AG, Parker Miller E, Seth PC, Stancofski ESD, Fera D. Structural Analysis of Neutralizing Epitopes of the SARS-CoV-2 Spike to Guide Therapy and Vaccine Design Strategies. Viruses 2021; 13:134. [PMID: 33477902 PMCID: PMC7833398 DOI: 10.3390/v13010134] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/01/2021] [Accepted: 01/14/2021] [Indexed: 02/07/2023] Open
Abstract
Coronavirus research has gained tremendous attention because of the COVID-19 pandemic, caused by the novel severe acute respiratory syndrome coronavirus (nCoV or SARS-CoV-2). In this review, we highlight recent studies that provide atomic-resolution structural details important for the development of monoclonal antibodies (mAbs) that can be used therapeutically and prophylactically and for vaccines against SARS-CoV-2. Structural studies with SARS-CoV-2 neutralizing mAbs have revealed a diverse set of binding modes on the spike's receptor-binding domain and N-terminal domain and highlight alternative targets on the spike. We consider this structural work together with mAb effects in vivo to suggest correlations between structure and clinical applications. We also place mAbs against severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS) coronaviruses in the context of the SARS-CoV-2 spike to suggest features that may be desirable to design mAbs or vaccines capable of conferring broad protection.
Collapse
Affiliation(s)
| | | | | | | | | | - Daniela Fera
- Department of Chemistry and Biochemistry, Swarthmore College, Swarthmore, PA 19081, USA; (M.T.F.); (A.G.M.); (E.P.M.); (P.C.S.); (E.-S.D.S.)
| |
Collapse
|
292
|
Zhou Y, Zhang J, Wang D, Wang D, Guan W, Qin J, Xu X, Fang J, Fu B, Zheng X, Wang D, Zhao H, Chen X, Tian Z, Xu X, Wang G, Wei H. Profiling of the immune repertoire in COVID-19 patients with mild, severe, convalescent, or retesting-positive status. J Autoimmun 2021; 118:102596. [PMID: 33540371 PMCID: PMC7837046 DOI: 10.1016/j.jaut.2021.102596] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 01/06/2021] [Accepted: 01/07/2021] [Indexed: 01/22/2023]
Abstract
Forty-seven samples of peripheral blood mononuclear cells from four groups of coronavirus disease (COVID)-19 patients (mild, severe, convalescent, retesting-positive) and healthy controls were applied to profile the immune repertoire of COVID-19 patients in acute infection or convalescence by transcriptome sequencing and immune-receptor repertoire (IRR) sequencing. Transcriptome analyses showed that genes within principal component group 1 (PC1) were associated with infection and disease severity whereas genes within PC2 were associated with recovery from COVID-19. A "dual-injury mechanism" of COVID-19 severity was related to an increased number of proinflammatory pathways and activated hypercoagulable pathways. A machine-learning model based on the genes associated with inflammatory and hypercoagulable pathways had the potential to be employed to monitor COVID-19 severity. Signature analyses of B-cell receptors (BCRs) and T-cell receptors (TCRs) revealed the dominant selection of longer V-J pairs (e.g., IGHV3-9-IGHJ6 and IGHV3-23-IGHJ6) and continuous tyrosine motifs in BCRs and lower diversity of TCRs. These findings provide potential predictors for COVID-19 outcomes, and new potential targets for COVID-19 treatment.
Collapse
Affiliation(s)
- Yonggang Zhou
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Jinhe Zhang
- Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Dongyao Wang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Dong Wang
- Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Wuxiang Guan
- Center for Emerging Infectious Diseases, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei, 430071, China
| | - Jingkun Qin
- Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Xiuxiu Xu
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Jingwen Fang
- HanGene Biotech, Xiaoshan Innovation Polis, Hangzhou, Zhejiang, 311200, China
| | - Binqing Fu
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Xiaohu Zheng
- Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Dongsheng Wang
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China
| | - Hong Zhao
- Department of Infectious Diseases, Peking University First Hospital, Beijing, 100034, China
| | - Xianxiang Chen
- Department of Tuberculosis, Wuhan Pulmonary Hospital, Wuhan, 430030, China
| | - Zhigang Tian
- Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China
| | - Xiaoling Xu
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China
| | - Guiqiang Wang
- Department of Infectious Diseases, Peking University First Hospital, Beijing, 100034, China.
| | - Haiming Wei
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China; Institute of Immunology, University of Science and Technology of China, Hefei, 230027, China.
| |
Collapse
|
293
|
Contact residue contributions to interaction energies between SARS-CoV-1 spike proteins and human ACE2 receptors. Sci Rep 2021; 11:1156. [PMID: 33441985 PMCID: PMC7806713 DOI: 10.1038/s41598-020-80942-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 12/30/2020] [Indexed: 01/10/2023] Open
Abstract
Several viruses of the corona family interact, via their spike (S) proteins, with human cellular receptors. Spike proteins of SARS-CoV-1 and SARS-CoV-2 virions, being structurally related but not identical, mediate attachment to the human angiotensin-converting enzyme 2 (hACE2) receptor in similar but non-identical ways. Molecular-level understanding of interactions between spike proteins and hACE2 can aid strategies for blocking attachment of SARS-CoV-1, a potentially reemerging health threat, to human cells. We have identified dominant molecular-level interactions, some attractive and some repulsive, between the receptor binding domain of SARS-CoV-1 spike proteins (S-RBD) and hACE2. We performed fragment-based quantum-biochemical calculations which directly relate biomolecular structure to the hACE2...S-RBD interaction energy. Consistent with X-ray crystallography and cryo-EM, the interaction energy between hACE2 and S-RBD (\documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\approx -$$\end{document}≈-26 kcal/mol) corresponds to a net intermolecular attraction which is significantly enhanced by inclusion of dispersion van der Waals forces. Protein fragments at the hACE2...S-RBD interface, that dominate host-virus attraction, have been identified together with their constituent amino acid residues. Two hACE2 fragments which include residues (GLU37, ASP38, TYR41, GLN42) and (GLU329, LYS353, GLY354), respectively, as well as three S-RBD fragments which include residues (TYR436), (ARG426) and (THR487, GLY488, TYR491), respectively, have been identified as primary attractors at the hACE2...S-RBD interface.
Collapse
|
294
|
Fiorentini S, Messali S, Zani A, Caccuri F, Giovanetti M, Ciccozzi M, Caruso A. First detection of SARS-CoV-2 spike protein N501 mutation in Italy in August, 2020. THE LANCET. INFECTIOUS DISEASES 2021; 21:e147. [PMID: 33450180 PMCID: PMC7836831 DOI: 10.1016/s1473-3099(21)00007-4] [Citation(s) in RCA: 69] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 01/06/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Simona Fiorentini
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Serena Messali
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Alberto Zani
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Francesca Caccuri
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil; Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, University Campus Bio-Medico of Rome, Rome, Italy
| | - Arnaldo Caruso
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy.
| |
Collapse
|
295
|
Zheng Y, Larragoite ET, Williams ESCP, Lama J, Cisneros I, Delgado JC, Slev P, Rychert J, Innis EA, Coiras M, Rondina MT, Spivak AM, Planelles V. Neutralization assay with SARS-CoV-1 and SARS-CoV-2 spike pseudotyped murine leukemia virions. Virol J 2021; 18:1. [PMID: 33397387 PMCID: PMC7780907 DOI: 10.1186/s12985-020-01472-1] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 12/16/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Virus neutralization by antibodies is an important prognostic factor in many viral diseases. To easily and rapidly measure titers of neutralizing antibodies in serum or plasma, we developed pseudovirion particles composed of the spike glycoprotein of SARS-CoV-2 incorporated onto murine leukemia virus capsids and a modified minimal murine leukemia virus genome encoding firefly luciferase. This assay design is intended for use in laboratories with biocontainment level 2 and therefore circumvents the need for the biocontainment level 3 that would be required for replication-competent SARS-CoV-2 virus. To validate the pseudovirion assay, we set up comparisons with other available antibody tests including those from Abbott, Euroimmun and Siemens, using archived, known samples. RESULTS 11 out of 12 SARS-CoV-2-infected patient serum samples showed neutralizing activity against SARS-CoV-2-spike pseudotyped MLV viruses, with neutralizing titers-50 (NT50) that ranged from 1:25 to 1:1,417. Five historical samples from patients hospitalized for severe influenza infection in 2016 tested negative in the neutralization assay (NT50 < 25). Three serum samples with high neutralizing activity against SARS-CoV-2/MLV pseudoviruses showed no detectable neutralizing activity (NT50 < 25) against SARS-CoV-1/MLV pseudovirions. We also compared the semiquantitative Siemens SARS-CoV-2 IgG test, which measures binding of IgG to recombinantly expressed receptor binding domain of SARS-CoV-2 spike glycoprotein with the neutralization titers obtained in the pseudovirion assay and the results show high concordance between the two tests (R2 = 0.9344). CONCLUSIONS SARS-CoV-2 spike/MLV pseudovirions provide a practical means of assessing neutralizing activity of antibodies in serum or plasma from infected patients under laboratory conditions consistent with biocontainment level 2. This assay offers promise also in evaluating immunogenicity of spike glycoprotein-based candidate vaccines in the near future.
Collapse
Affiliation(s)
- Yue Zheng
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Erin T Larragoite
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | | | - Juan Lama
- RetroVirox, Inc., San Diego, CA, USA
| | | | - Julio C Delgado
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Associated Regional and University Pathologists (ARUP) Laboratories, Salt Lake City, UT, USA
| | - Patricia Slev
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Associated Regional and University Pathologists (ARUP) Laboratories, Salt Lake City, UT, USA
| | - Jenna Rychert
- Associated Regional and University Pathologists (ARUP) Laboratories, Salt Lake City, UT, USA
| | - Emily A Innis
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Mayte Coiras
- AIDS Immunopathology Unit, National Center of Microbiology (CNM), Instituto de Salud Carlos III, Madrid, Spain
| | - Matthew T Rondina
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Adam M Spivak
- Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Vicente Planelles
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA.
| |
Collapse
|
296
|
Li X, Li T, Wang H. Treatment and prognosis of COVID-19: Current scenario and prospects (Review). Exp Ther Med 2021; 21:3. [PMID: 33235612 PMCID: PMC7678645 DOI: 10.3892/etm.2020.9435] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 09/22/2020] [Indexed: 12/24/2022] Open
Abstract
SARS-CoV-2 is the seventh member of the family of coronaviruses that can cause infections in humans, termed as COVID-19, which is now a global pandemic. Because it is a novel virus, considerable efforts and extensive studies are needed to fully understand its characteristics. Its symptoms and severity range from mild to critical, depending on several factors, such as host susceptibility to the virus and their immune system, with the most common symptoms being fever, fatigue, sore throat and runny nose. There is no clear treatment available yet, though several options are being explored, with research for vaccines being at the forefront. Traditional Chinese Medicine may also be used as a treatment option. Since this virus is similar to the SARS-CoV and MERS viruses, considerable insight can be gained from previous studies. Although many patients recover completely, there are several factors that lead to poor prognosis. This review summarizes the research carried out so far in terms of treatment options and prognosis factors associated with COVID-19.
Collapse
Affiliation(s)
- Xuemei Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Tao Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
- Institute of Clinical Pharmacology, Anhui Medical University, Key Laboratory of Anti-Inflammatory and Immune Medicine, Ministry of Education, Anhui Collaborative Innovation Center of Anti-Inflammatory and Immune Medicine, Anhui Anti-Inflammatory and Immune Medicine Innovation Team, Hefei, Anhui 230032, P.R. China
| | - Huihui Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
| |
Collapse
|
297
|
Soleimanpour S, Yaghoubi A. COVID-19 vaccine: where are we now and where should we go? Expert Rev Vaccines 2021; 20:23-44. [PMID: 33435774 PMCID: PMC7898300 DOI: 10.1080/14760584.2021.1875824] [Citation(s) in RCA: 91] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 01/11/2021] [Indexed: 01/12/2023]
Abstract
INTRODUCTION The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has currently caused the pandemic with a high progressive speed and has been considered as the global public health crisis in 2020. This new member of the coronavirus family has created a potentially fatal disease, called coronavirus disease-2019 (COVID-19). Despite the continuous efforts of researchers to find effective vaccines and drugs for COVID-19, there is still no success in this matter. AREAS COVERED Here, the literature regarding the COVID-19 vaccine candidates currently in the clinical trials, as well as main candidates in pre-clinical stages for development and research, were reviewed. These candidates have been developed under five different major platforms, including live-attenuated vaccine, mRNA-based vaccine, DNA vaccines, inactivated virus, and viral-vector-based vaccine. EXPERT OPINION There are several limitations in the field of the rapid vaccine development against SARS-CoV-2, and other members of the coronavirus family such as SARS-CoV and MERS-CoV. The key challenges of designing an effective vaccine within a short time include finding the virulence ability of an emerging virus and potential antigen, choosing suitable experimental models and efficient route of administration, the immune-response study, designing the clinical trials, and determining the safety, as well as efficacy.
Collapse
Affiliation(s)
- Saman Soleimanpour
- Antimicrobial Resistance Research Center, Bu-Ali Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Microbiology and Virology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Atieh Yaghoubi
- Antimicrobial Resistance Research Center, Bu-Ali Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Microbiology and Virology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| |
Collapse
|
298
|
Xu C, Wang Y, Liu C, Zhang C, Han W, Hong X, Wang Y, Hong Q, Wang S, Zhao Q, Wang Y, Yang Y, Chen K, Zheng W, Kong L, Wang F, Zuo Q, Huang Z, Cong Y. Conformational dynamics of SARS-CoV-2 trimeric spike glycoprotein in complex with receptor ACE2 revealed by cryo-EM. SCIENCE ADVANCES 2021; 7:eabe5575. [PMID: 33277323 PMCID: PMC7775788 DOI: 10.1126/sciadv.abe5575] [Citation(s) in RCA: 271] [Impact Index Per Article: 90.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 11/04/2020] [Indexed: 05/21/2023]
Abstract
The recent outbreaks of SARS-CoV-2 pose a global health emergency. The SARS-CoV-2 trimeric spike (S) glycoprotein interacts with the human ACE2 receptor to mediate viral entry into host cells. We report the cryo-EM structures of a tightly closed SARS-CoV-2 S trimer with packed fusion peptide and an ACE2-bound S trimer at 2.7- and 3.8-Å resolution, respectively. Accompanying ACE2 binding to the up receptor-binding domain (RBD), the associated ACE2-RBD exhibits continuous swing motions. Notably, the SARS-CoV-2 S trimer appears much more sensitive to the ACE2 receptor than the SARS-CoV S trimer regarding receptor-triggered transformation from the closed prefusion state to the fusion-prone open state, potentially contributing to the superior infectivity of SARS-CoV-2. We defined the RBD T470-T478 loop and Y505 as viral determinants for specific recognition of SARS-CoV-2 RBD by ACE2. Our findings depict the mechanism of ACE2-induced S trimer conformational transitions from the ground prefusion state toward the postfusion state, facilitating development of anti-SARS-CoV-2 vaccines and therapeutics.
Collapse
Affiliation(s)
- Cong Xu
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yanxing Wang
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
| | - Caixuan Liu
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chao Zhang
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai 200031, China
| | - Wenyu Han
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoyu Hong
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yifan Wang
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Qin Hong
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shutian Wang
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Qiaoyu Zhao
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yalei Wang
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai 200031, China
| | - Yong Yang
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai 200031, China
| | - Kaijian Chen
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wei Zheng
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Liangliang Kong
- The National Facility for Protein Science in Shanghai (NFPS), Shanghai 201210, China
| | - Fangfang Wang
- The National Facility for Protein Science in Shanghai (NFPS), Shanghai 201210, China
| | - Qinyu Zuo
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
| | - Zhong Huang
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai 200031, China.
| | - Yao Cong
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China.
- Shanghai Science Research Center, Chinese Academy of Sciences, Shanghai 201210, China
| |
Collapse
|
299
|
Mamedov T, Gurbuzaslan I, Yuksel D, Ilgin M, Mammadova G, Ozkul A, Hasanova G. Soluble Human Angiotensin- Converting Enzyme 2 as a Potential Therapeutic Tool for COVID-19 is Produced at High Levels In Nicotiana benthamiana Plant With Potent Anti-SARS-CoV-2 Activity. FRONTIERS IN PLANT SCIENCE 2021; 12:742875. [PMID: 34938305 PMCID: PMC8685454 DOI: 10.3389/fpls.2021.742875] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/08/2021] [Indexed: 05/05/2023]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic, which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has rapidly spread to more than 222 countries and has put global public health at high risk. The world urgently needs a safe, cost-effective SARS-CoV-2 vaccine as well as therapeutic and antiviral drugs to combat COVID-19. Angiotensin-converting enzyme 2 (ACE2), as a key receptor for SARS-CoV-2 infections, has been proposed as a potential therapeutic tool in patients with COVID-19. In this study, we report a high-level production (about ∼0.75 g/kg leaf biomass) of human soluble (truncated) ACE2 in the Nicotiana benthamiana plant. After the Ni-NTA single-step, the purification yields of recombinant plant produced ACE2 protein in glycosylated and deglycosylated forms calculated as ∼0.4 and 0.5 g/kg leaf biomass, respectively. The plant produced recombinant human soluble ACE2s successfully bind to the SARS-CoV-2 spike protein. Importantly, both deglycosylated and glycosylated forms of ACE2 are stable at increased temperatures for extended periods of time and demonstrated strong anti-SARS-CoV-2 activities in vitro. The half maximal inhibitory concentration (IC50) values of glycosylated ACE2 (gACE2) and deglycosylated ACE2 (dACE2) were ∼1.0 and 8.48 μg/ml, respectively, for the pre-entry infection, when incubated with 100TCID50 of SARS-CoV-2. Therefore, plant produced soluble ACE2s are promising cost-effective and safe candidates as a potential therapeutic tool in the treatment of patients with COVID-19.
Collapse
Affiliation(s)
- Tarlan Mamedov
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
- Institute of Molecular Biology and Biotechnology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan
- *Correspondence: Tarlan Mamedov,
| | - Irem Gurbuzaslan
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
| | - Damla Yuksel
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
| | - Merve Ilgin
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
| | - Gunay Mammadova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
| | - Aykut Ozkul
- Department of Virology, Faculty of Veterinary Medicine, Ankara University, Ankara, Turkey
- Biotechnology Institute, Ankara University, Ankara, Turkey
| | - Gulnara Hasanova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Turkey
| |
Collapse
|
300
|
Al-Dayan N, Venugopal D, Dhanasekaran S. Footprint of the COVID-19 Pandemic in India: A Study of Immune Landscape and Other Factors Shielding Mortality. Anal Cell Pathol (Amst) 2020; 2020:6692739. [PMID: 33457195 PMCID: PMC7771255 DOI: 10.1155/2020/6692739] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 11/27/2020] [Accepted: 12/10/2020] [Indexed: 12/17/2022] Open
Abstract
The impact of the SARS-CoV-2 pandemic has significantly affected global health and created a world crisis. The exponentially increasing numbers of infection and mortality have made preventive measures challenging. India being a highly populated nation has so far effectively counteracted the pandemic outbreak with a significantly lower rate of mortality despite the high infection rates. The genetic architecture of the immune response genes in the Indian population, BCG vaccination, the predominantly young age group of people, and their traditional food habits might contribute to the lower rate of mortality. Human leukocyte antigens (HLA) play a vital role in triggering T cells, and natural killer (NK) cells can immediately react to eliminate infected cells. Activation of virus-specific CD4+ T cells and CD8+ cytotoxic T cells selectively targets the infected cells and strengthens the immunoregulatory system. The checkpoint for NK cell function is the engagement of killer Ig-like receptors (KIR) molecules with their respective HLA ligands overexpressed or expressed on the compromised virus-infected cells which have shown polymorphism among different ethnic groups. Here, we explore if certain KIR-HLA motifs grant Indians a survival advantage in terms of the low rate of mortality. Additionally, enhanced immunity through BCG vaccination may favor fruitful eradication of SARS-CoV-2 and provide the way out as in therapeutic intervention and vaccination strategies.
Collapse
Affiliation(s)
- Noura Al-Dayan
- Department of Medical Lab Sciences, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al Kharj, Saudi Arabia
| | - Divya Venugopal
- Department of Medical Lab Sciences, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Wadi Ad Dawasir Campus, Saudi Arabia
| | - Sugapriya Dhanasekaran
- Department of Medical Lab Sciences, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Wadi Ad Dawasir Campus, Saudi Arabia
| |
Collapse
|