scholarly journals Insights into the mutation T1117I in the spike and the lineage B.1.1.389 of SARS-CoV-2 circulating in Costa Rica

2021 ◽  
Author(s):  
Jose Arturo Molina-Mora
Keyword(s):  
Immune Response ◽  
Molecular Docking ◽  
Natural Selection ◽  
Costa Rica ◽  
In Silico ◽  
Spike Protein ◽  
Evolutionary Models ◽  
Bioinformatics Pipeline ◽  
Predominant Genotype ◽  
Adaptive Selection

Emerging mutations and genotypes of the SARS-CoV-2 virus, responsible for the COVID-19 pandemic, have been reported globally. In Costa Rica during the year 2020, a predominant genotype carrying the mutation T1117I in the spike (S:T1117I) was previously identified. To investigate the possible effects of this mutation on the function of the spike, i.e. the biology of the virus, different bioinformatic pipelines based on phylogeny, natural selection and co-evolutionary models, molecular docking and epitopes prediction were implemented. Results of the phylogeny of sequences carrying the S:T1117I worldwide showed a polyphyletic group, with the emergency of local lineages. In Costa Rica, the mutation is found in the lineage B.1.1.389 and it is suggested to be a product of positive/adaptive selection. Different changes in the function of the spike protein and more stable interaction with a ligand (nelfinavir drug) were found. Only one epitope out 742 in the spike was affected by the mutation, with some different properties, but suggesting scarce changes in the immune response and no influence on the vaccine effectiveness. Jointly, these results suggest a partial benefit of the mutation for the spread of the virus with this genotype during the year 2020 in Costa Rica, although possibly not strong enough with the introduction of new lineages during early 2021 which became predominant later. In addition, the bioinformatics pipeline offers an integrative and exhaustive in silico strategy to eventually study other mutations of interest for the SARS-CoV-2 virus and other pathogens.

scholarly journals In-silico screening of active molecules from medicinal plant resources for controlling SARS-CoV-2 infection

2020 ◽  
Vol 6 (3) ◽  
pp. 149-153
Author(s):  
Rajdeep Ghosh ◽  
◽  
Satadru Palbag ◽  
Debasish Ghosh ◽  
◽  
...  
Keyword(s):  
Molecular Docking ◽  
Medicinal Plant ◽  
In Silico ◽  
Human Population ◽  
Treatment Strategies ◽  
Viral Proteins ◽  
Spike Protein ◽  
Plant Resources ◽  
In Silico Screening ◽  
Life Threatening

The entire human population is under treat of SARS-Cov-2 virus causing life threatening complicacies. Three proteins namely papain-like protease (PLpro), 3C-like protease (3CLpro) and spike protein isolated from the virus have been targeted for formulating the antiviral medicament. Ayurvedic medicinal plants with established antiviral efficacy are great choice to design immediate treatment strategies in this trying time. Here, 9 active molecules from ayurvedic medicinal plant resources were selected, out of which only 6 have screened through ADME analysis and molecular docking was performed with the three viral proteins to understand their antiviral performances in in silico model. Outcome of this study will surely open up a floodgate of thousand new possibilities in exploiting the existing natural herbs in COVID 19 treatments.

scholarly journals Elucidation of the interactions between SARS-CoV-2 Spike protein and wild and mutant types of IFITM proteins by in silico methods

2021 ◽  
Author(s):  
Nazli Irmak Giritlioglu ◽  
Gizem Koprululu Kucuk
Keyword(s):  
Molecular Docking ◽  
Amino Acid ◽  
Binding Energy ◽  
Hydrogen Bonds ◽  
In Silico ◽  
Protein Complexes ◽  
Protein Product ◽  
Binding Energies ◽  
Spike Protein ◽  
Web Based

COVID-19 is a viral disease that has been a threat to the whole world since 2019. Although effective vaccines against the disease have been developed, there are still points to be clarified about the mechanism of SARS-CoV-2, which is the causative agent of COVID-19. In this study, we determined the binding energies and the bond types of complexes formed by open (6VYB) and closed (6VXX) forms of the Spike protein of SARS-CoV-2 and wild and mutant forms of IFITM1, IFITM2, and IFITM3 proteins using the molecular docking approach. First, all missense SNPs were found in the NCBI Single Nucleotide Polymorphism database (dbSNP) for IFITM1, IFITM2, and IFITM3 and analyzed with SIFT, PROVEAN, PolyPhen-2, SNAP2, Mutation Assessor, and PANTHER cSNP web-based tools to determine their pathogenicity. When at least four of these analysis tools showed that the SNP had a pathogenic effect on the protein product, this SNP was saved for further analysis. Delta delta G (DDG) and protein stability analysis for amino acid changes were performed in the web-based tools I-Mutant, MUpro, and SAAFEC-SEQ. The structural effect of amino acid change on the protein product was made using the HOPE web-based tool. HawkDock server was used for molecular docking and Molecular Mechanics/Generalized Born Surface Area (MM/GBSA) analysis and binding energies of all complexes were calculated. BIOVIA Discovery Studio program was utilized to visualize the complexes. Hydrogen bonds, salt bridges, and non-bonded contacts between Spike and IFITM protein chains in the complexes were detected with the PDBsum web-based tool. The best binding energy among the 6VYB-IFITM wild protein complexes belong to 6VYB-IFITM1 (-46.16 kcal/mol). Likewise, among the 6VXX-IFITM wild protein complexes, the most negative binding energy belongs to 6VXX-IFITM1 (-52.42 kcal/mol). An interesting result found in the study is the presence of hydrogen bonds between the cytoplasmic domain of the IFITM1 wild protein and the S2 domain of 6VYB. Among the Spike-IFITM mutant protein complexes, the best binding energy belongs to the 6VXX-IFITM2 N63S complex (-50.77 kcal/mol) and the worst binding energy belongs to the 6VXX-IFITM3 S50T complex (4.86 kcal/mol). The study suggests that IFITM1 protein may act as a receptor for SARS-CoV-2 Spike protein. Assays must be advanced from in silico to in vitro for the determination of the receptor-ligand interactions between IFITM proteins and SARS-CoV-2.

scholarly journals Structural Deviation and Identification of Novel Inhibitor of SARS-CoV-2 Spike Protein Through Molecular Docking: An In Silico Study

2020 ◽  
Author(s):  
Anindya Panja ◽  
Aniket Sarkar
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Half Life ◽  
Attachment Site ◽  
Spike Protein ◽  
Structural Comparison ◽  
Docking Result ◽  
In Silico Study ◽  
Novel Coronavirus ◽  
Bat Coronavirus

Purpose: Pandemic Novel Coronavirus (SARS-CoV-2) has emerger centered from wuhan, China. Structurally homologous spike protein of SARS-CoV-2 receptor is taxonomically homologous with SARS-Cov and SARS associated bat coronavirus. Still now scientists are trying to find out proper vaccine and treatments for this disease. Methods: Systematically we modeled and compared the structure of SARS-CoV-2 spike protein along with Bat Cov, Bat SARS Cov and SARS Cov Urbani. S1 and S2 unit of the coronavirus (SARS-CoV-2) are attached with ACE2 and furin, here we docked 5 Ca+ chelating drugs with these two proteins. Results: Structural comparison with all these spike proteins revealed that less significant but not negligible difference exists among them. Inserted stable nucleotide sequences and corresponding surface exposed peptidal region may be considered as epitope. Docking result with Toxicokinetics and half life of Penicillamine can effectly inhibit the attachment site of spike protein of coronavirus (SARS-CoV-2). Conclusions: Docking summery and the pharmacokinetics with toxicokinetics index recommend that Penicillamine can able to inhibit the infection of SARS-CoV-2.

scholarly journals Molecular docking and simulation investigation: effect of beta-sesquiphellandrene with ionic integration on SARS-CoV2 and SFTS viruses

2020 ◽  
Vol 18 (1) ◽  
Author(s):  
Amit Joshi ◽  
G. Sunil Krishnan ◽  
Vikas Kaushik
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Binding Pocket ◽  
Inhibitory Effect ◽  
Binding Energies ◽  
Spike Protein ◽  
Membrane Glycoprotein ◽  
Inhibitory Effects ◽  
Drug Molecules ◽  
Wet Lab

Abstract Background At present, viral diseases become major concern for the world. SARS-CoV2 and SFTS viruses are deadly in nature, and there is a need for developing best treatments for them. Modern in silico approaches were found to be very handy in determining putative drug molecules. In this study, we analyze interaction of beta-sesquiphellandrene (compound belongs to ginger) with spike protein (Sp) and membrane glycoprotein polyprotein (MPp). Results Our molecular docking and simulation study reveals the perfect binding pocket of Sp and MPp holding beta-sesquiphellandrene (bS). Binding energies for MPp-bS and Sp-bS were found to be − 9.5 kcal/mol and − 10.3 kcal/mol respectively. RMSD and RMSF values for docked complexes were found to be in selectable range, i.e., 1 to 3 Å and 1 to 8 Å respectively. Modern computational tools were used here to make this investigation fast and effective. Further, ADME analysis reveals the therapeutic validations for beta-sesquiphellandrene to act as a useful pharmacoactive compound. Beta-sesquiphellandrene provides not only inhibitory effect on spike protein of SARS-CoV2 but also similar inhibitory effects on membrane glycoprotein polyprotein complex of SFTS virus, which hampers the pathological initiation of the diseases caused by both the viruses, i.e., COVID-19 and severe fever with thrombocytopenia syndrome. Conclusion This method of computational analysis was found to be rapid and effective, and opens new doors in the domain of in silico drug discovery. Beta-sesquiphellandrene can be used as effective medicine to control these harmful pathogens after wet lab validations.

scholarly journals Metal-Bound Methisazone; Novel Drugs Targeting Prophylaxis and Treatment of SARS-CoV-2, a Molecular Docking Study

2021 ◽  
Vol 22 (6) ◽  
pp. 2977
Author(s):  
Ahmed Abdelaal Ahmed Mahmoud M. Alkhatip ◽  
Michail Georgakis ◽  
Lucio R. Montero Valenzuela ◽  
Mohamed Hamza ◽  
Ehab Farag ◽  
...  
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Docking Study ◽  
Docking Studies ◽  
Binding Energies ◽  
Spike Protein ◽  
Molecular Docking Study ◽  
In Silico Docking ◽  
Main Protease ◽  
Binding Pockets

SARS-CoV-2 currently lacks effective first-line drug treatment. We present promising data from in silico docking studies of new Methisazone compounds (modified with calcium, Ca; iron, Fe; magnesium, Mg; manganese, Mn; or zinc, Zn) designed to bind more strongly to key proteins involved in replication of SARS-CoV-2. In this in silico molecular docking study, we investigated the inhibiting role of Methisazone and the modified drugs against SARS-CoV-2 proteins: ribonucleic acid (RNA)-dependent RNA polymerase (RdRp), spike protein, papain-like protease (PlPr), and main protease (MPro). We found that the highest binding interactions were found with the spike protein (6VYB), with the highest overall binding being observed with Mn-bound Methisazone at −8.3 kcal/mol, followed by Zn and Ca at −8.0 kcal/mol, and Fe and Mg at −7.9 kcal/mol. We also found that the metal-modified Methisazone had higher affinity for PlPr and MPro. In addition, we identified multiple binding pockets that could be singly or multiply occupied on all proteins tested. The best binding energy was with Mn–Methisazone versus spike protein, and the largest cumulative increases in binding energies were found with PlPr. We suggest that further studies are warranted to identify whether these compounds may be effective for treatment and/or prophylaxis.

Silybin B and Cianidanol Inhibit M pro and Spike Protein of SARS-CoV-2: Evidence from in Silico Molecular Docking Studies

2020 ◽  
Vol 26 ◽  
Author(s):  
Rashi Srivastava ◽  
Shubham Tripathi ◽  
Sreepoorna Unni ◽  
Arif Hussain ◽  
Shafiul Haque ◽  
...  
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Drug Repositioning ◽  
Docking Studies ◽  
Host Cells ◽  
Spike Protein ◽  
Ligand Interactions ◽  
Adme Properties ◽  
Approved Drugs ◽  
In Silico Molecular Docking

Background: The main proteases (Mpro) and Spike Proteins (SP) of Severe Acute Respiratory Syndrome Coronavirus 2 (SARSCoV-2) play a major role in viral infection development by producing several non-structural proteins (nsPs) and penetrating the host cells respectively. In this study, the potential of in silico molecular docking-based drug repositioning approach was exploited for identifying the inhibitors of Mpro and SP of SARS-CoV-2. Methods: A total of 196 compounds including various US-FDA-approved drugs, vitamins and their analogs were docked with Mpro (PDB IDs: 6YB7 and 6Y84), and the top six ligands were further tested for ADME properties followed by docking with SP (PDB IDs: 6LXT and 6W41). Results: Out of 196 compounds, binding energy (DE) of Silybin B (6YB7: DE: -11.20 kcal/mol; 6Y84: DE: -10.18 kcal/mol; 6LXT:DE: -10.47 kcal/mol; 6W41:DE: -10.96 kcal/mol) and Cianidanol (6YB7:DE: -8.85 kcal/mol; 6Y84:DE:-10.02 kcal/mol; 6LXT:DE:-9.36 kcal/mol; 6W41:DE: -9.52 kcal/mol) demonstrated better binding and ADME properties compared with the currently endeavored drugs like Hydroxychloroquine and Lopinavir. Additionally, Elliptinone, Diospyirin, SCHEMBL94263 and Fiboflavin have shown encouraging results. Fiboflavin, an immunity booster, was found to inhibit both the Mpro and spike protein of SARS-CoV-2. It was observed that amino acid residues MET6, ALA7, PHE8, PRO9, ASP295, GLY302, VAL303 and THR304 play significant roles in protein-ligand interactions through hydrogen bonds and Vander Waals forces. Conclusion: Silybin B and Cianidanol showed excellent binding and ADME properties compared with the currently endeavored drugs and can be exploited as therapeutic options against SARS-CoV-2 infection after experimental validation and clinical trials.

scholarly journals In Silico Docking Analysis of Poly Herbal Formulation Aadathodai Kudineer used in Siddha medicine in inhibiting Main Protease and ACE2 Receptor Spike protein SARS-CoV-2

2020 ◽  
Vol 11 (4) ◽  
pp. 765-772
Author(s):  
Nikil Niva J ◽  
Sasirekha R ◽  
Anbu N ◽  
Shree Devi M S ◽  
Sathiyarajeswaran P
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Specific Treatment ◽  
Spike Protein ◽  
World Health ◽  
Protease Inhibition ◽  
Docking Analysis ◽  
In Silico Docking ◽  
Corona Virus ◽  
Main Protease

Corona virus disease (COVID-19) is an infectious pandemic disease caused by the newly discovered novel corona virus. World Health Organization has declared the global health emergency due to COVID19 outbreak. Currently, there is no specific treatment or vaccine for fighting against this infectious disease. Aadathodai Kudineer is a drug indicated for Iya Erumal, Kozhai Kattu, Kabasuram. Upon the mortality and severity of the disease COVID19, we tried to identify the possible inhibition of phytocomponents of Aadathodai Kudineer in inhibiting Main Protease and ACE2 Receptor Spike protein SARS-CoV-2 through molecular docking studies. Methodology: In Silico molecular docking analysis was performed for phytocomponents present in the Aadathodai Kudineer formulation for targets main protease and ACE2 Receptor Spike protein, PDB ID: 6LU7 and PDB ID: 2AJF using Autodock tool. ADME properties was also predicted for all the above compounds. Results: Among the 9 active Phytocompounds present in the Aadathodai Kudineer formulation, Lupeol showed high binding affinity with COVID19 main protease and ACE2 receptor which shows the promising contrivance of protease inhibition. The ADME suggested that the formulation is free from toxic. Conclusion: The phytocomponents showed possible affinity towards these targets and has the lead molecules that inhibits COVID19 main protease and ACE2 receptor. 

EVALUATION OF IN-SILICO ANTICANCER POTENTIAL OF PYRETHROIDS: A COMPARATIVE MOLECULAR DOCKING STUDY

2015 ◽  
Author(s):  
Manik Ghosh ◽  
Kamal Kant ◽  
Anoop Kumar ◽  
Padma Behera ◽  
Naresh Rangra ◽  
...  
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Docking Study ◽  
Molecular Docking Study
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