scholarly journals In Silico Mining of Terpenes from Red-Sea Invertebrates for SARS-CoV-2 Main Protease (Mpro) Inhibitors

Molecules ◽  
2021 ◽  
Vol 26 (7) ◽  
pp. 2082
Author(s):  
Mahmoud A. A. Ibrahim ◽  
Alaa H. M. Abdelrahman ◽  
Tarik A. Mohamed ◽  
Mohamed A. M. Atia ◽  
Montaser A. M. Al-Hammady ◽  
...  
Keyword(s):  
Severe Acute Respiratory Syndrome ◽  
Binding Affinity ◽  
Red Sea ◽  
Protein Interactions ◽  
In Silico ◽  
Target Function ◽  
Pathway Enrichment Analysis ◽  
Main Protease

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent for the COVID-19 pandemic, which generated more than 1.82 million deaths in 2020 alone, in addition to 83.8 million infections. Currently, there is no antiviral medication to treat COVID-19. In the search for drug leads, marine-derived metabolites are reported here as prospective SARS-CoV-2 inhibitors. Two hundred and twenty-seven terpene natural products isolated from the biodiverse Red-Sea ecosystem were screened for inhibitor activity against the SARS-CoV-2 main protease (Mpro) using molecular docking and molecular dynamics (MD) simulations combined with molecular mechanics/generalized Born surface area binding energy calculations. On the basis of in silico analyses, six terpenes demonstrated high potency as Mpro inhibitors with ΔGbinding ≤ −40.0 kcal/mol. The stability and binding affinity of the most potent metabolite, erylosides B, were compared to the human immunodeficiency virus protease inhibitor, lopinavir. Erylosides B showed greater binding affinity towards SARS-CoV-2 Mpro than lopinavir over 100 ns with ΔGbinding values of −51.9 vs. −33.6 kcal/mol, respectively. Protein–protein interactions indicate that erylosides B biochemical signaling shares gene components that mediate severe acute respiratory syndrome diseases, including the cytokine- and immune-signaling components BCL2L1, IL2, and PRKC. Pathway enrichment analysis and Boolean network modeling were performed towards a deep dissection and mining of the erylosides B target–function interactions. The current study identifies erylosides B as a promising anti-COVID-19 drug lead that warrants further in vitro and in vivo testing.

scholarly journals In-silico Molecular Docking and ADME/Pharmacokinetic Prediction Studies of Some Novel Carboxamide Derivatives as Anti-tubercular Agents

2020 ◽  
Vol 3 (4) ◽  
pp. 989-1000
Author(s):  
Mustapha Abdullahi ◽  
Shola Elijah Adeniji
Keyword(s):  
Molecular Docking ◽  
Binding Affinity ◽  
In Silico ◽  
Density Functional ◽  
Docking Simulation ◽  
Basis Set ◽  
Hybrid Functional ◽  
Standard Drug

AbstractMolecular docking simulation of thirty-five (35) molecules of N-(2-phenoxy)ethyl imidazo[1,2-a]pyridine-3-carboxamide (IPA) with Mycobacterium tuberculosis target (DNA gyrase) was carried out so as to evaluate their theoretical binding affinities. The chemical structure of the molecules was accurately drawn using ChemDraw Ultra software, then optimized at density functional theory (DFT) using Becke’s three-parameter Lee–Yang–Parr hybrid functional (B3LYP/6-311**) basis set in a vacuum of Spartan 14 software. Subsequently, the docking operation was carried out using PyRx virtual screening software. Molecule 35 (M35) with the highest binding affinity of − 7.2 kcal/mol was selected as the lead molecule for structural modification which led to the development of four (4) newly hypothetical molecules D1, D2, D3 and D4. In addition, the D4 molecule with the highest binding affinity value of − 9.4 kcal/mol formed more H-bond interactions signifying better orientation of the ligand in the binding site compared to M35 and isoniazid standard drug. In-silico ADME and drug-likeness prediction of the molecules showed good pharmacokinetic properties having high gastrointestinal absorption, orally bioavailable, and less toxic. The outcome of the present research strengthens the relevance of these compounds as promising lead candidates for the treatment of multidrug-resistant tuberculosis which could help the medicinal chemists and pharmaceutical professionals in further designing and synthesis of more potent drug candidates. Moreover, the research also encouraged the in vivo and in vitro evaluation study for the proposed designed compounds to validate the computational findings.

scholarly journals In Silico Analysis of Sea Urchin Pigments as Potential Therapeutic Agents Against SARS-CoV-2: Main Protease (Mpro) as a Target.

2020 ◽  
Author(s):  
Tamara Rubilar ◽  
Elena Susana Barbieri ◽  
Ayelén Gázquez ◽  
Marisa Avaro ◽  
Mercedes Vera-Piombo ◽  
...  
Keyword(s):  
Sea Urchin ◽  
In Silico ◽  
De Novo ◽  
Drug Repurposing ◽  
In Silico Analysis ◽  
Promising Alternative ◽  
In Silico Docking ◽  
Main Protease

The SARS-CoV-2 outbreak has spread rapidly and globally generating a new coronavirus disease (COVID-19) since December 2019 that turned into a pandemic. Effective drugs are urgently needed and drug repurposing strategies offer a promising alternative to dramatically shorten the process of traditional de novo development. Based on their antiviral uses, the potential affinity of sea urchin pigments to bind main protease (Mpro) of SARS-CoV-2 was evaluated in silico. Docking analysis was used to test the potential of these sea urchin pigments as therapeutic and antiviral agents. All pigment compounds presented high molecular affinity to Mpro protein. However, the 1,4-naphtoquinones polihydroxilate (Spinochrome A and Echinochrome A) showed high affinity to bind around the Mpro´s pocket target by interfering with proper folding of the protein mainly through an H-bond with Glu166 residue. This interaction represents a potential blockage of this protease´s activity. All these results provide novel information regarding the uses of sea urchin pigments as antiviral drugs and suggest the need for further in vitro and in vivo analysis to expand all therapeutic uses against SARS-CoV-2. <br>

scholarly journals In silico SCREENING OF Ziziphus spina-christi (L.) Desf. AND Strychnos ligustrine COMPOUNDS AS A PROTEASE INHIBITOR OF SARS-COV-2

2021 ◽  
Vol 9 (Spl-2-ICOPMES_2020) ◽  
pp. S208-S214
Author(s):  
Novi Yantih ◽  
◽  
Uthami Syabillawati ◽  
Esti Mulatsari ◽  
Wahono Sumaryono ◽  
...  
Keyword(s):  
In Silico ◽  
Data Bank ◽  
Binding Pocket ◽  
In Vivo Studies ◽  
In Silico Screening ◽  
Main Protease ◽  
Docking Method ◽  
Inhibitory Site

Diseases caused by the coronavirus have become an important concern in early 2020. The coronavirus is a new type of virus that is included in the SARS-CoV-2 group. One of the possible mechanisms of SARS-CoV-2 inhibition involves protease receptors inhibition. This research was aimed to in silico screening of Ziziphus spina-christi (L.) Desf., and Strychnos ligustrine active ingredients as the main protease inhibitors of SARS-CoV-2 by assessing the ligand-binding affinity in the binding pocket of SARS-CoV-2 main protease protein. The molecular docking method is generally used to predict the inhibitory site and bonds formation. In the current study, some generally used antiviral compounds from the PDB (Protein Data Bank) were also used to compare the affinity strength of the test compound against the protease receptor (code of 5R7Y). The inhibitory activity against the main protease receptor proven by the ChemPLP score is more negative than the receptor’s native ligand and the comparison compounds. Jubanine B, a compound of Z. spina-christi has the most robust inhibition activity on the SARS-CoV-2 protease receptor. Results of this study can be concluded that this can be used to develop as a candidate for traditional medicine against SARS-CoV-2 but still it required some more in vitro and in vivo studies.

scholarly journals Investigation of biological activities of Colocasia gigantea Hook.f. leaves and PASS prediction, in silico molecular docking with ADME/T analysis of its isolated bioactive compounds

2020 ◽  
Author(s):  
Safaet Alam ◽  
Nazim Uddin Emon ◽  
Mohammad A. Rashid ◽  
Mohammad Arman ◽  
Mohammad Rashedul Haque
Keyword(s):  
Molecular Docking ◽  
Binding Affinity ◽  
In Silico ◽  
Castor Oil ◽  
Biological Activities ◽  
Kappa Opioid Receptor ◽  
Soluble Extract ◽  
Docking Score

AbstractBackgroundColocasia gigantea is locally named as kochu and also better known due to its various healing power. This research is to investigate the antidiarrheal, antimicrobial, and antioxidant possibilities of the methanol soluble extract of Colocasia gigantea.MethodsAntidiarrheal investigation was performed by using in vivo castor oil induced diarrheal method where as in vitro antimicrobial and antioxidant investigation have been implemented by disc diffusion and DPPH scavenging method respectively. Moreover, in silico studies were followed by molecular docking analysis of several secondary metabolites were appraised with Schrödinger-Maestro v 11.1.ResultsThe induction of plant extract (200 and 400 mg/kg, b.w, p.o), the castor oil mediated diarrhea has been minimized 19.05 % (p < 0.05) and 42.86 % (p < 0.001) respectively. The methanolic extract of C. gigantea showed mild sensitivity against almost all the tested strains but it shows high consistency of phenolic content and furthermore yielded 67.68 μg/mL of IC50 value in the DPPH test. The higher and lower binding affinity was shown in beta-amyrin and monoglyceryl stearic acid against the kappa-opioid receptor (PDB ID: 4DJH) with a docking score of -3.28 kcal/mol and -6.64 kcal/mol respectively. In the antimicrobial investigation, Penduletin and Beta-Amyrin showed the highest and lowest binding affinity against the selected receptors with the docking score of -8.27 kcal/mol and -1.66 kcal/mol respectively.ConclusionThe results of our scientific research reflect that the methanol soluble extract of C. gigantea is safe which may provide possibilities of alleviation of diarrhea and as a potential wellspring of antioxidants which can be considered as an alternate source for exploration of new medicinal products.

scholarly journals In Silico Analysis of Sea Urchin Pigments as Potential Therapeutic Agents Against SARS-CoV-2: Main Protease (Mpro) as a Target.

2020 ◽  
Author(s):  
Tamara Rubilar ◽  
Elena Susana Barbieri ◽  
Ayelén Gázquez ◽  
Marisa Avaro ◽  
Mercedes Vera-Piombo ◽  
...  
Keyword(s):  
Sea Urchin ◽  
In Silico ◽  
De Novo ◽  
Drug Repurposing ◽  
In Silico Analysis ◽  
Promising Alternative ◽  
In Silico Docking ◽  
Main Protease

The SARS-CoV-2 outbreak has spread rapidly and globally generating a new coronavirus disease (COVID-19) since December 2019 that turned into a pandemic. Effective drugs are urgently needed and drug repurposing strategies offer a promising alternative to dramatically shorten the process of traditional de novo development. Based on their antiviral uses, the potential affinity of sea urchin pigments to bind main protease (Mpro) of SARS-CoV-2 was evaluated in silico. Docking analysis was used to test the potential of these sea urchin pigments as therapeutic and antiviral agents. All pigment compounds presented high molecular affinity to Mpro protein. However, the 1,4-naphtoquinones polihydroxilate (Spinochrome A and Echinochrome A) showed high affinity to bind around the Mpro´s pocket target by interfering with proper folding of the protein mainly through an H-bond with Glu166 residue. This interaction represents a potential blockage of this protease´s activity. All these results provide novel information regarding the uses of sea urchin pigments as antiviral drugs and suggest the need for further in vitro and in vivo analysis to expand all therapeutic uses against SARS-CoV-2. <br>

Coumarins and Quinolones as Effective Multiple Targeted Agents Versus Covid-19: An in Silico Study

2021 ◽  
Vol 17 ◽  
Author(s):  
Mojgan Nejabat ◽  
Razieh Ghodsi ◽  
Farzin Hadizadeh
Keyword(s):  
Binding Affinity ◽  
In Silico ◽  
Oral Absorption ◽  
Antiviral Agent ◽  
In Vivo Studies ◽  
Reference Drug ◽  
Viral Proteases ◽  
In Silico Study

Background: The Covid-19 virus emerged a few months ago in China and infections rapidly escalated into a pandemic. Objective: To date, there is no selective antiviral agent for the management of pathologies associated with covid-19 and the need for an effective agent against it is essential. Method: In this work two home-made databases from synthetic quinolines and coumarins were virtually docked against viral proteases (3CL and PL), human cell surface proteases (TMPRSS2 and furin) and spike proteins (S1 and S2). Chloroquine, a reference drug without a clear mechanism against coronavirus was also docked on mentioned targets and the binding affinities compared with title compounds. Result: The best compounds of synthetic coumarins and quinolines for each target were determined. All compounds against all targets showed binding affinity between -5.80 to -8.99 kcal/mol in comparison with the FDA-approved drug, Chloroquine, with binding affinity of -5.7 to -7.98 kcal/mol. Two compounds, quinoline-1 and coumarin-24, were found to be effective on three targets – S2, TMPRSS2 and furin – simultaneously, with good predicted affinity between -7.54 to -8.85 kcal/mol. In silico ADME studies also confirmed good oral absorption for them. Furthermore, PASS prediction was calculated and coumarin-24 had higher probable activity (Pa) than probable inactivity (Pi) with acceptable protease inhibitory as well as good antiviral activity against Hepatitis C virus (HCV), Human immunodeficiency virus (HIV) and influenza. Conclusion: Quinoline-1 and Coumarin-24 have the potential to be used against Covid-19. Hence these agents could be useful in combating covid-19 infection after further in vitro and in vivo studies.

scholarly journals In Silico, In Vitro and In Vivo Analysis of Binding Affinity between N and C-Domains of Clostridium perfringens Alpha Toxin

PLoS ONE ◽  
2013 ◽  
Vol 8 (12) ◽  
pp. e82024 ◽  
Author(s):  
Siva Ramakrishna Uppalapati ◽  
Joseph Jeyabalaji Kingston ◽  
Insaf Ahmed Qureshi ◽  
Harishchandra Sripathy Murali ◽  
Harsh Vardhan Batra
Keyword(s):  
Binding Affinity ◽  
Clostridium Perfringens ◽  
In Silico ◽  
Alpha Toxin ◽  
In Vivo Analysis

scholarly journals In silico Screening of Food Bioactive Compounds to Predict Potential Inhibitors of COVID-19 Main protease (Mpro) and RNA-dependent RNA polymerase (RdRp)

2020 ◽  
Author(s):  
Brahmaiah Pendyala ◽  
Ankit Patras
Keyword(s):  
Rna Polymerase ◽  
Bioactive Compounds ◽  
In Silico ◽  
World Health ◽  
Rna Dependent Rna Polymerase ◽  
In Silico Screening ◽  
Main Protease ◽  
Health Organization

<p>As novel corona virus (COVID-19) infections has spread throughout the world, world health organization (WHO) has announced COVID-19 as a pandemic infection. Henceforth investigators are conducting extensive research to find possible therapeutic agents against COVID-19. Main protease (Mpro) that plays an essential role in processing the polyproteins that are translated from the 2019-nCOV RNA and RNA-dependent RNA polymerase (RdRp) that catalyzes the replication of RNA from RNA template becomes as a potential targets for in silico screening of effective therapeutic compounds to COVID-19. In this study we used COVID-19 Docking Server to predict potential food bioactive compounds to inhibit Mpro and RdRp. The results showed that Phycocyanobilin, Riboflavin, Cyanidin, Daidzein, Genistein are potent inhibitor bioactive compounds to Mpro and RdRp in comparison to antiviral drugs. Though, further in vitro and/or in vivo research is required to validate the docking results. <br></p>

scholarly journals In-Silico Evaluation of Tiryaq-E-Wabai, an Unani Formulation for its Potency against SARS-CoV-2 Spike Glycoprotein and Main Protease

2021 ◽  
Vol 11 (4-S) ◽  
pp. 86-100
Author(s):  
N ZAHEER AHMED ◽  
DICKY JOHN DAVIS ◽  
NOMAN ANWAR ◽  
ASIM ALI KHAN ◽  
RAM PRATAP MEENA ◽  
...  
Keyword(s):  
In Silico ◽  
Dynamics Simulation ◽  
In Vivo Studies ◽  
Spike Glycoprotein ◽  
Unani Medicine ◽  
Main Protease ◽  
Pubchem Database ◽  
The Stability

COVID-19 was originated in Wuhan, China, in December 2019 and has been declared a pandemic disease by WHO. The number of infected cases continues unabated and so far, no specific drug approved for targeted therapy. Hence, there is a need for drug discovery from traditional medicine. Tiryaq-e-Wabai is a well-documented formulation in Unani medicine for its wide use as prophylaxis during epidemics of cholera, plague and other earlier epidemic diseases. The objective of the current study is to generate in-silico evidence and evaluate the potency of Tiryaq-e-Wabai against SARS-CoV-2 spike (S) glycoprotein and main protease (3CLpro). The structures of all phytocompounds used in this study were retrieved from PubChem database and some were built using Marvin Sketch. The protein structure of the SARS-CoV-2 S glycoprotein and 3CLpro was retrieved from the PDB ID: 6LZG and 7BQY respectively. AutoDock Vina was used to predict top ranking poses with best scores. The results of the molecular docking showed that phytocompounds of Tiryaq-e-Wabai exhibited good docking power with spike glycoprotein and 3CLpro. Among tested compounds Crocin from Zafran and Aloin A from Sibr showed strong binding to spike glycoprotein and 3CLpro respectively. Molecular dynamics simulation confirmed the stability of the S glycoprotein-Crocin and 3CLpro-Aloin A complexes. The Unani formulation Tiryaq-e-Wabai has great potential to inhibit the SARS-CoV-2, which have to be substantiated with further in-vitro and in-vivo studies. Keywords: In-silico study, SARS-CoV-2, Tiryaq-e-Wabai, Unani formulation, Crocin, Aloin A

scholarly journals Rutin as a Promising Inhibitor of Main Protease and Other Protein Targets of COVID-19: In Silico Study

2020 ◽  
Vol 15 (9) ◽  
pp. 1934578X2095395
Author(s):  
Ateeq Ahmed Al-Zahrani
Keyword(s):  
In Silico ◽  
Protein Targets ◽  
Main Protease ◽  
In Silico Studies ◽  
In Silico Study ◽  
Long Time ◽  
Formed Hydrogen ◽  
Homology Models

The process of investigating a possible cure for coronavirus disease 2019 (COVID-19) in vitro and in vivo may take a long time. For this reason, several in silico studies were performed in order to produce preliminary results that could lead to treatment. Extract of Juniperus procera Hochst is used as a traditional medicine for recovery from flu in Saudi Arabia. In the present study, more than 51 phytochemicals of J. procera were docked against the main protease of COVID-19. Rutin gave the highest interaction score among all the phytochemicals and the commercially available antiviral drugs. Lopinavir showed the second highest binding score. Rutin and lopinavir were further investigated using homology models of COVID-19. Rutin showed a better inhibition score in 9 of the 11 of homology models compared with lopinavir. Analysis of ligand-protein interaction contacts revealed that 3 residues (Glu166, Gly143, and Thr45) of the main protease formed hydrogen bonds with rutin. This simulation study suggests that rutin could be a possible effective inhibitor of several COVID-19 protein targets, including the main protease. Rutin, already available for commercial use, was evaluated for its ability as a possible drug. To our knowledge, this is the first study that suggests rutin having a possible strong inhibitory role against several protein targets of COVID-19.

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