scholarly journals Identification of potential inhibitors of coronavirus SARS-CoV-2 using the methods of virtual screening and molecular modeling

2020 ◽  
Vol 64 (3) ◽  
pp. 308-316
Author(s):  
A. M. Andrianov ◽  
Yu. V. Kornoushenko ◽  
A. D. Karpenko ◽  
A. V. Tuzikov
Keyword(s):  
Molecular Modeling ◽  
Virtual Screening ◽  
Etiologic Agent ◽  
The Novel ◽  
Chemical Structures ◽  
Main Protease ◽  
Structural And Functional Properties ◽  
Novel Coronavirus ◽  
Potential Inhibitors ◽  
Effective Drugs

To find small-molecule compounds that can simulate the structural and functional properties of the high affinity X77 ligand of the main protease of SARS-CoV-2 - etiologic agent of COVID-19, the virtual screening of 9 molecular libraries of the Pharmit web server containing over 213.5 million chemical structures was performed. Using molecular modeling, the neutralizing activity of the identified molecules was evaluated, resulting in 5 leader compounds promising for synthesis and testing for antiviral activity. The data obtained indicate that these compounds may be used as basic structures for the development of effective drugs to treat the novel coronavirus infection.

scholarly journals Quinoline and Quinazoline Alkaloids against COVID-19: An In Silico Multitarget Approach

2021 ◽  
Vol 2021 ◽  
pp. 1-11
Author(s):  
Esraa M. O. A. Ismail ◽  
Shaza W. Shantier ◽  
Mona S. Mohammed ◽  
Hassan H. Musa ◽  
Wadah Osman ◽  
...  
Keyword(s):  
Antimalarial Activity ◽  
The Novel ◽  
Socioeconomic Impacts ◽  
Health Crisis ◽  
Natural Sources ◽  
Angiotensin Converting Enzyme 2 ◽  
Main Protease ◽  
Recent Outbreak ◽  
Novel Coronavirus ◽  
Potential Inhibitors

The recent outbreak of the highly contagious coronavirus disease 2019 (COVID-19) caused by the novel coronavirus SARS-CoV-2 has created a global health crisis with socioeconomic impacts. Although, recently, vaccines have been approved for the prevention of COVID-19, there is still an urgent need for the discovery of more efficacious and safer drugs especially from natural sources. In this study, a number of quinoline and quinazoline alkaloids with antiviral and/or antimalarial activity were virtually screened against three potential targets for the development of drugs against COVID-19. Among seventy-one tested compounds, twenty-three were selected for molecular docking based on their pharmacokinetic and toxicity profiles. The results identified a number of potential inhibitors. Three of them, namely, norquinadoline A, deoxytryptoquivaline, and deoxynortryptoquivaline, showed strong binding to the three targets, SARS-CoV-2 main protease, spike glycoprotein, and human angiotensin-converting enzyme 2. These alkaloids therefore have promise for being further investigated as possible multitarget drugs against COVID-19.

scholarly journals Virtual Screening of Potential Inhibitors for SARS-CoV-2 Main Protease

2020 ◽  
Author(s):  
Carlos Javier Alméciga-Díaz ◽  
Luisa N. Pimentel-Vera ◽  
Angela Caro ◽  
Angela Mosquera ◽  
Camilo Andrés Castellanos Moreno ◽  
...  
Keyword(s):  
Virtual Screening ◽  
Clinical Information ◽  
Virus Genome ◽  
Pharmacological Agents ◽  
Main Protease ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Potential Inhibitors

Coronavirus Disease 2019 (Covid-19) was first described in December 2019 in Wuhan, Hubei Province, China; and produced by a novel coronavirus designed as the acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Covid-19 has become a pandemic reaching over 1.3 million confirmed cases and 73,000 deaths. Several efforts have been done to identify pharmacological agents that can be used to treat patients and protect healthcare professionals. The sequencing of the virus genome not only has offered the possibility to develop a vaccine, but also to identified and characterize the virus proteins. Among these proteins, main protease (Mpro) has been identified as a potential therapeutic target, since it is essential for the processing other viral proteins. Crystal structures of SARS-CoV-2 Mpro and inhibitors has been described during the last months. To describe additional compounds that can inhibit SARS-CoV-2 Mpro, in this study we performed a molecular docking-based virtual screening against a library of experimental and approved drugs. Top 10 hits included Pictilisib, Nimorazole, Ergoloid mesylates, Lumacaftor, Cefuroxime, Cepharanhine, and Nilotinib. These compounds were predicted to have higher binding affinity for SARS-CoV-2 Mpro than previously reported inhibitors for this protein, suggesting a higher potential to inhibit virus replication. Since the identified drugs have both pre-clinical and clinical information, we consider that these results may contribute to the identification of treatment alternative for Covid-19. Nevertheless, in vitro and in vivo confirmation should be performed before these compounds could be translated to the clinic.

scholarly journals Repurposing of FDA Approved Drugs for the Identification of Potential Inhibitors of SARS-CoV-2 Main Protease

2020 ◽  
Author(s):  
Abhik Kumar Ray ◽  
Parth Sarthi Sen Gupta ◽  
Saroj Kumar Panda ◽  
Satyaranjan Biswal ◽  
Malay Kumar Rana
Keyword(s):  
Virtual Screening ◽  
Binding Energies ◽  
Great Promise ◽  
Main Protease ◽  
Promising Target ◽  
Inhibitory Potential ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Potential Inhibitors ◽  
Fda Approved Drugs

<p>COVID-19, responsible for several deaths, demands a cumulative effort of scientists worldwide to curb the pandemic. The main protease, responsible for the cleavage of the polyprotein and formation of replication complex in virus, is considered as a promising target for the development of potential inhibitors to treat the novel coronavirus. The effectiveness of FDA approved drugs targeting the main protease in previous SARS-COV (s) reported earlier indicates the chances of success for the repurposing of FDA drugs against SARS-COV-2. Therefore, in this study, molecular docking and virtual screening of FDA approved drugs, primarily of three categories: antiviral, antimalarial, and peptide, are carried out to investigate their inhibitory potential against the main protease. Virtual screening has identified 53 FDA drugs on the basis of their binding energies (< -7.0 kcal/mol), out of which the top two drugs Velpatasvir (-9.1 kcal/mol) and Glecaprevir (-9.0 kcal/mol) seem to have great promise. These drugs have a stronger affinity to the SARS-CoV-2 main protease than the crystal bound inhibitor α-ketoamide 13B (-6.7 kcal/mol) or Indinavir (-7.5 kcal/mol) that has been proposed in a recent study as one of the best drugs for SARS-CoV-2. The <i>in-silico</i> efficacies of the screened drugs could be instructive for further biochemical and structural investigation for repurposing. The molecular dynamics studies on the shortlisted drugs are underway. </p>

scholarly journals Drug Repurposing and New Therapeutic Strategies for SARS-CoV-2 Disease Using a Novel Molecular Modeling-AI Hybrid Workflow

2020 ◽  
Author(s):  
Scott Bembenek
Keyword(s):  
Molecular Modeling ◽  
Therapeutic Targets ◽  
Drug Repurposing ◽  
Preclinical Research ◽  
Main Protease ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Usual Process ◽  
Potential Inhibitors ◽  
Computational Platform

<p>The recent<b> </b>outbreak of the novel coronavirus (SARS-CoV-2) poses a significant challenge to the scientific and medical communities to find immediate treatments. The usual process of identifying viable molecules and transforming them into a safe and effective drug takes 10-15 years, with around 5 years of that time spent in preclinical research and development alone. The fastest strategy is to identify existing drugs or late-stage clinical molecules (originally intended for other therapeutic targets) that already have some level of efficacy. To this end, we tasked our novel molecular modeling-AI hybrid computational platform with finding potential inhibitors of the SARS-CoV-2 main protease (M<sup>pro</sup>, 3CL<sup>pro</sup>). Over 13,000 FDA-approved drugs and clinical candidates (represented by just under 30,000 protomers) were examined. This effort resulted in the identification of several promising molecules. Moreover, it provided insight into key chemical motifs surely to be beneficial in the design of future inhibitors. Finally, it facilitated a unique perspective into other potentially therapeutic targets and pathways for SARS-CoV-2.</p>

Drug Repurposing and New Therapeutic Strategies for SARS-CoV-2 Disease Using a Novel Molecular Modeling-AI Hybrid Workflow

2020 ◽  
Author(s):  
Scott Bembenek
Keyword(s):  
Molecular Modeling ◽  
Therapeutic Targets ◽  
Drug Repurposing ◽  
Preclinical Research ◽  
Main Protease ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Usual Process ◽  
Potential Inhibitors ◽  
Computational Platform

<p>The recent<b> </b>outbreak of the novel coronavirus (SARS-CoV-2) poses a significant challenge to the scientific and medical communities to find immediate treatments. The usual process of identifying viable molecules and transforming them into a safe and effective drug takes 10-15 years, with around 5 years of that time spent in preclinical research and development alone. The fastest strategy is to identify existing drugs or late-stage clinical molecules (originally intended for other therapeutic targets) that already have some level of efficacy. To this end, we tasked our novel molecular modeling-AI hybrid computational platform with finding potential inhibitors of the SARS-CoV-2 main protease (M<sup>pro</sup>, 3CL<sup>pro</sup>). Over 13,000 FDA-approved drugs and clinical candidates (represented by just under 30,000 protomers) were examined. This effort resulted in the identification of several promising molecules. Moreover, it provided insight into key chemical motifs surely to be beneficial in the design of future inhibitors. Finally, it facilitated a unique perspective into other potentially therapeutic targets and pathways for SARS-CoV-2.</p>

scholarly journals Repurposing of FDA Approved Drugs for the Identification of Potential Inhibitors of SARS-CoV-2 Main Protease

2020 ◽  
Author(s):  
Abhik Kumar Ray ◽  
Parth Sarthi Sen Gupta ◽  
Saroj Kumar Panda ◽  
Satyaranjan Biswal ◽  
Malay Kumar Rana
Keyword(s):  
Virtual Screening ◽  
Binding Energies ◽  
Great Promise ◽  
Main Protease ◽  
Promising Target ◽  
Inhibitory Potential ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Potential Inhibitors ◽  
Fda Approved Drugs

<p>COVID-19, responsible for several deaths, demands a cumulative effort of scientists worldwide to curb the pandemic. The main protease, responsible for the cleavage of the polyprotein and formation of replication complex in virus, is considered as a promising target for the development of potential inhibitors to treat the novel coronavirus. The effectiveness of FDA approved drugs targeting the main protease in previous SARS-COV (s) reported earlier indicates the chances of success for the repurposing of FDA drugs against SARS-COV-2. Therefore, in this study, molecular docking and virtual screening of FDA approved drugs, primarily of three categories: antiviral, antimalarial, and peptide, are carried out to investigate their inhibitory potential against the main protease. Virtual screening has identified 53 FDA drugs on the basis of their binding energies (< -7.0 kcal/mol), out of which the top two drugs Velpatasvir (-9.1 kcal/mol) and Glecaprevir (-9.0 kcal/mol) seem to have great promise. These drugs have a stronger affinity to the SARS-CoV-2 main protease than the crystal bound inhibitor α-ketoamide 13B (-6.7 kcal/mol) or Indinavir (-7.5 kcal/mol) that has been proposed in a recent study as one of the best drugs for SARS-CoV-2. The <i>in-silico</i> efficacies of the screened drugs could be instructive for further biochemical and structural investigation for repurposing. The molecular dynamics studies on the shortlisted drugs are underway. </p>

scholarly journals Repurposing of FDA Approved Drugs for the Identification of Potential Inhibitors of SARS-CoV-2 Main Protease

2020 ◽  
Author(s):  
Abhik Kumar Ray ◽  
Parth Sarthi Sen Gupta ◽  
Saroj Kumar Panda ◽  
Satyaranjan Biswal ◽  
Malay Kumar Rana
Keyword(s):  
Virtual Screening ◽  
Binding Energies ◽  
Great Promise ◽  
Main Protease ◽  
Promising Target ◽  
Inhibitory Potential ◽  
Novel Coronavirus ◽  
Approved Drugs ◽  
Potential Inhibitors ◽  
Fda Approved Drugs

<p>COVID-19, responsible for several deaths, demands a cumulative effort of scientists worldwide to curb the pandemic. The main protease, responsible for the cleavage of the polyprotein and formation of replication complex in virus, is considered as a promising target for the development of potential inhibitors to treat the novel coronavirus. The effectiveness of FDA approved drugs targeting the main protease in previous SARS-COV (s) reported earlier indicates the chances of success for the repurposing of FDA drugs against SARS-COV-2. Therefore, in this study, molecular docking and virtual screening of FDA approved drugs, primarily of three categories: antiviral, antimalarial, and peptide, are carried out to investigate their inhibitory potential against the main protease. Virtual screening has identified 53 FDA drugs on the basis of their binding energies (< -7.0 kcal/mol), out of which the top two drugs Velpatasvir (-9.1 kcal/mol) and Glecaprevir (-9.0 kcal/mol) seem to have great promise. These drugs have a stronger affinity to the SARS-CoV-2 main protease than the crystal bound inhibitor α-ketoamide 13B (-6.7 kcal/mol) or Indinavir (-7.5 kcal/mol) that has been proposed in a recent study as one of the best drugs for SARS-CoV-2. The <i>in-silico</i> efficacies of the screened drugs could be instructive for further biochemical and structural investigation for repurposing. The molecular dynamics studies on the shortlisted drugs are underway. </p>

scholarly journals In Silico Identification of Potent COVID-19 Main Protease Inhibitors from FDA Approved Antiviral Compounds and Active Phytochemicals through Molecular Docking: A Drug Repurposing Approach

2020 ◽  
Author(s):  
Vaishali Chandel ◽  
Sibi Raj ◽  
Brijesh Rathi ◽  
Dhruv Kumar
Keyword(s):  
Molecular Docking ◽  
Virtual Screening ◽  
Binding Affinity ◽  
Drug Repurposing ◽  
The Novel ◽  
Antiviral Compounds ◽  
Ssrna Virus ◽  
Main Protease ◽  
Adme Properties ◽  
Novel Coronavirus

The Novel Coronavirus (COVID-19) is a positive-sense single-stranded RNA ((+)ssRNA) virus. The COVID-19 Main Proteases play very important role in the propagation of the Novel Coronavirus (COVID-19). It has already killed more than 8000 people around the world and thousands of people are getting infected every day. Therefore, it is very important to identify a potential inhibitor against COVID-19 Main Proteases to inhibit the propagation of the Novel Coronavirus (COVID-19). We have applied a drug repurposing approach of computational methodology, depending on the synergy of molecular docking and virtual screening techniques, aimed to identify possible potent inhibitors against Novel Coronavirus (COVID-19) from FDA approved antiviral compounds and from the library of active phytochemicals. On the basis of recently resolved COVID-19 Main Protease crystal structure (PDB:6LU7), the library of 100 FDA approved antiviral compounds and 1000 active components of Indian Medicinal Plants extracted for screening against COVID-19 Main Protease. The compounds were further screened using Pyrex virtual screening tool and then best inhibitors, top 19 compounds optimally docked to the COVID-19 Main Protease structure to understand the participation of specific amino acids with inhibitors at active sites. Total 19 best compounds were identified after screening based on their highest binding affinity with respect to the other screened compounds. Out of 19, 6 best compounds were further screened based on their binding affinity and best ADME properties. Nelfinavir exhibited highest binding energy -8.4 kcal/mol and strong stability with the TRP207, ILE281, LEU282, PHE3, PHE291, GLN127, ARG4, GLY283, GLU288, LYS5, LYS137, TYR126, GLY138, TYR126, SER139 and VAL135 amino acid residues of COVID-19 Main Protease participating in the interaction at the binding pocket. In addition to Nelfinavir (-8.4), Rhein (-8.1), Withanolide D (-7.8), Withaferin A (-7.7), Enoxacin (-7.4), and Aloe-emodin (-7.4) also showed good binding affinity and best ADME properties. Our findings suggest that these compounds can be used as potential inhibitors against COVID-19 Main Protease, which could be helpful in inhibiting the propagation of the Novel Coronavirus (COVID-19). Moreover, further in vitro and in vivo validation of these findings would be very helpful to bring these inhibitors to next level study.

scholarly journals Therapeutics targeting the main protease of SARS-CoV-2 for the treatment of COVID-19: A molecular modeling approach deciphering relative efficacies

2020 ◽  
Author(s):  
Shuvasish Choudhury ◽  
Purbajyoti Saikia ◽  
Debojyoti Moulick ◽  
Muhammed Khairujjaman Mazumder
Keyword(s):  
Molecular Docking ◽  
Molecular Modeling ◽  
Protease Inhibitors ◽  
Drug Target ◽  
De Novo ◽  
The Novel ◽  
Main Protease ◽  
Docking Tool ◽  
Novel Coronavirus ◽  
Approved Drugs

Abstract The pandemic due to the novel coronavirus 2019, SARS-CoV-2, has led to a global health and economic crisis. The disease, named coronavirus disease (COVID-19), has already affected 3090445 and killed over 217769 people worldwide, as of April 30, 2020. So far, there is no specific effective medicine or vaccine against SARS-CoV-2. Several existing and approved drugs are under clinical studies for re-purposing. However, owing to the emergent situation and thereby to avoid time needed for de novo drug discovery, drug re-purposing remains to be the best option to find an effective therapeutic against the virus. Thus, the preset study was designed to evaluate potency of 82 compound/drugs in inhibiting the main protease (3CLPro) of SARS-CoV-2, using molecular docking tool. This protease is a vital enzyme for replication of the virus, and is thus a promising drug target. The analyzed compounds include 16 known protease inhibitors, two recently suggested α-ketoamides, 24 recently reported putative inhibitors, and 40 phytochemicals. The results indicate that Ritonavir, Indinavir, Montelukast, Nelfinavir, Candoxatril, Tigecycline and Lopinavir to be very potent protease inhibitors. Further, several other drugs and compounds, including phytochemicals, have been identified / predicted to be potent in inhibiting the enzyme. In addition, we hereby report relative efficacies of these compounds in inhibiting 3CLPro. Thus, the present study is significant in the therapeutic intervention of COVID-19.

scholarly journals Potential Phytopharmaceutical Constituents of Solanum Trilobatum L. as Significant Inhibitors Against COVID-19: Robust-Binding Mode of Inhibition by Molecular Docking, PASS-Aid Bioactivity and ADMET Investigations

2020 ◽  
Author(s):  
Shanmugam Anandakumar ◽  
Damodharan Kannan ◽  
Eugene Wilson ◽  
Kasthuri Bai Narayanan ◽  
Ganesan Suresh ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Binding Mode ◽  
Therapeutic Drug ◽  
The Novel ◽  
Lipinski’S Rule ◽  
Drug Candidates ◽  
Main Protease ◽  
Solanum Trilobatum ◽  
Novel Coronavirus ◽  
Potential Inhibitors

The novel coronavirus is better known as COVID–19 caused by Severe Acute Respiratory Syndrome Corona–Virus 2 (SARS–CoV–2) which initially outburst at Wuhan in China on December 2019 and spread very rapidly around the globe. Scientists from the global regions endeavours to still probe for detecting potential treatment and discover effective therapeutic drug candidates for this unabated pandemic. In our article, we reported the molecular docking, bioactivity score, ADME and toxicity prediction of the phytoconstituents of <i>Solanum trilobatum</i> Linn. such as Solanidine, Solasodine and <i>a</i>–Solanine as potential inhibitors against the main protease (M<sup>pro</sup>) of SARS–CoV–2 tropism. The molecular docking of Solanidine, Solasodine and a–Solanine has revealed that it bounded deep into the active cavity site on the M<sup>pro</sup>. Further, the pharmacodynamics and bioactivity profile has confirmed that the molecules obeyed the Lipinski’s rule and will be used as notably treasured lead drug candidates to pursue further biochemical and cell–based assays to explore its potential against COVID–19 pandemic. Thus, envisioning thought–provoking research certainly provide new leads for the global researchers.

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