scholarly journals Main Protease Inhibitors and Drug Surface Hotspot for the Treatment of COVID-19: Drug Repurposing and Molecular Docking Approach

2020 ◽  
Author(s):  
Mahmudul Hasan ◽  
Md Sorwer Alam Parvez ◽  
Kazi Faizul Azim ◽  
Abdus Shukur Imran ◽  
Topu Raihan ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Drug Repurposing ◽  
Pharmacokinetic Parameters ◽  
The Novel ◽  
Drug Candidates ◽  
Target Drug ◽  
Global Pandemic ◽  
Main Protease ◽  
Docking Approach ◽  
Repurposed Drugs

<div>The world is facing an unprecedented global pandemic caused by the novel SARS-CoV-2. In the absence</div><div>of a specific therapeutic agent to treat COVID-19 patients, the present study aimed to virtually screen out</div><div>the effective drug candidates from the approved main protease protein (MPP) inhibitors and their</div><div>derivatives for the treatment of SARS-CoV-2. Here, drug repurposing and molecular docking were</div><div>employed to screen approved MPP inhibitors and their derivatives. The approved MPP inhibitors against</div><div>HIV and HCV were prioritized, whilst hydroxychloroquine, favipiravir, remdesivir, and alpha-ketoamide</div><div>were studied as control. The target drug surface hotspot was also investigated through the molecular</div><div>docking technique. ADME analysis was conducted to understand the pharmacokinetics and drug-likeness</div><div>of the screened MPP inhibitors. The result of this study revealed that Paritaprevir (-10.9 kcal/mol), and its</div><div>analog (CID 131982844)(-16.3 kcal/mol) showed better binding affinity than the approved MPP inhibitor</div><div>compared in this study including favipiravir, remdesivir, and alpha-ketoamide. A comparative study among</div><div>the screened putative MPP inhibitors revealed that amino acids T25, T26, H41, M49, L141, N142, G143,</div><div>C145, H164, M165, E166, D187, R188, and Q189 are at critical positions for becoming the surface hotspot</div><div>in the MPP of SARS-CoV-2. The study also suggested that paritaprevir and its' analog (CID 131982844),</div><div>may be effective against SARS-CoV-2 as these molecules had the common drug-surface hotspots on the</div><div>main protease protein of SARS-CoV-2. Other pharmacokinetic parameters also indicate that paritaprevir</div><div>and its top analog (CID 131982844) will be either similar or better-repurposed drugs than already approved</div><div>MPP inhibitors. </div><div><br></div>

scholarly journals Main Protease Inhibitors and Drug Surface Hotspot for the Treatment of COVID-19: Drug Repurposing and Molecular Docking Approach

2020 ◽  
Author(s):  
Mahmudul Hasan ◽  
Md Sorwer Alam Parvez ◽  
Kazi Faizul Azim ◽  
Abdus Shukur Imran ◽  
Topu Raihan ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Drug Repurposing ◽  
Pharmacokinetic Parameters ◽  
The Novel ◽  
Drug Candidates ◽  
Target Drug ◽  
Global Pandemic ◽  
Main Protease ◽  
Docking Approach ◽  
Repurposed Drugs

<div>The world is facing an unprecedented global pandemic caused by the novel SARS-CoV-2. In the absence</div><div>of a specific therapeutic agent to treat COVID-19 patients, the present study aimed to virtually screen out</div><div>the effective drug candidates from the approved main protease protein (MPP) inhibitors and their</div><div>derivatives for the treatment of SARS-CoV-2. Here, drug repurposing and molecular docking were</div><div>employed to screen approved MPP inhibitors and their derivatives. The approved MPP inhibitors against</div><div>HIV and HCV were prioritized, whilst hydroxychloroquine, favipiravir, remdesivir, and alpha-ketoamide</div><div>were studied as control. The target drug surface hotspot was also investigated through the molecular</div><div>docking technique. ADME analysis was conducted to understand the pharmacokinetics and drug-likeness</div><div>of the screened MPP inhibitors. The result of this study revealed that Paritaprevir (-10.9 kcal/mol), and its</div><div>analog (CID 131982844)(-16.3 kcal/mol) showed better binding affinity than the approved MPP inhibitor</div><div>compared in this study including favipiravir, remdesivir, and alpha-ketoamide. A comparative study among</div><div>the screened putative MPP inhibitors revealed that amino acids T25, T26, H41, M49, L141, N142, G143,</div><div>C145, H164, M165, E166, D187, R188, and Q189 are at critical positions for becoming the surface hotspot</div><div>in the MPP of SARS-CoV-2. The study also suggested that paritaprevir and its' analog (CID 131982844),</div><div>may be effective against SARS-CoV-2 as these molecules had the common drug-surface hotspots on the</div><div>main protease protein of SARS-CoV-2. Other pharmacokinetic parameters also indicate that paritaprevir</div><div>and its top analog (CID 131982844) will be either similar or better-repurposed drugs than already approved</div><div>MPP inhibitors. </div><div><br></div>

scholarly journals Prediction of SARS-CoV-2 Main Protease Inhibitors from Several Medicinal Plant Compounds by Drug Repurposing and Molecular Docking Approach.

2020 ◽  
Author(s):  
Sayma Farabi ◽  
Nihar Ranjan Saha ◽  
Noushin Anika Khan ◽  
Md. Hasanuzzaman
Keyword(s):  
Molecular Docking ◽  
Medicinal Plant ◽  
Drug Repurposing ◽  
Effective Vaccine ◽  
Autodock Vina ◽  
Discovery Studio ◽  
Virulent Strains ◽  
Main Protease ◽  
Docking Approach ◽  
Phytochemical Compounds

<div> <sup>Coronaviruses are endemic in humans and infections normally mild, such as the common cold but cross-species transmission has produced some unusually virulent strains which now causing viral pneumonia and in serious cases even acute respiratory distress syndrome and death. SARS-CoV-2 is the most threatening issue which leads the world to an uncertainty alongside thousands of regular death scenes. For this virus, death toll is increasing in. An effective vaccine to cure this virus is not yet available, thus requires concerted efforts at various scales. The viral Main Protease controls Coronavirus replication and is a proven drug discovery target for SARS-CoV-2. Here, comprehensive computational approaches including drug repurposing and molecular docking were employed to predict the efficacy of medicinal plant-based bioactive compounds against SARS-CoV-2 Mpro. Molecular docking was performed using PyRx-autodock vina to analyze the inhibition probability. MPP (6LU7) was docked with 90 phytochemical compounds and docking was analysed by PyRx-autodock vina, Pymol version 1.7.4.5 Edu, and Biovia Discovery Studio 4.5. Furthermore, ADME analysis along with analysis of toxicity was also investigated to check the pharmacokinetics and drug-likeness properties of the antiviral phytochemicals. Remdesivir and lopinavir were used as standards for comparison. Our analyses revealed that the top ten (Azadirachtin, -12.5kcal/mol; Rutin, -9 kcal/mol; Theaflavin, -9 kcal/mol; Astragalin, -8.8 kcal/mol; Isoquercitrin, -8.7 kcal/mol; Hyperoside, -8.6 kcal/mol; Baicalin, -8.4 kcal/mol; Saponin, -8.3 kcal/mol; Sennoside A, -8.3 kcal/mol; Aloin, -8.2 kcal/mol, while Remdesivir and Lopinavir showed -8.2 and -7.9 kcal/mol) hits might serve as potential anti- SARS-CoV-2 lead molecules for further optimization and drug development process to combat COVID-19. <br></sup></div><div><sup><br></sup></div>

scholarly journals Prediction of SARS-CoV-2 Main Protease Inhibitors from Several Medicinal Plant Compounds by Drug Repurposing and Molecular Docking Approach.

2020 ◽  
Author(s):  
Sayma Farabi ◽  
Nihar Ranjan Saha ◽  
Noushin Anika Khan ◽  
Md. Hasanuzzaman
Keyword(s):  
Molecular Docking ◽  
Medicinal Plant ◽  
Drug Repurposing ◽  
Effective Vaccine ◽  
Autodock Vina ◽  
Discovery Studio ◽  
Virulent Strains ◽  
Main Protease ◽  
Docking Approach ◽  
Phytochemical Compounds

<div> <sup>Coronaviruses are endemic in humans and infections normally mild, such as the common cold but cross-species transmission has produced some unusually virulent strains which now causing viral pneumonia and in serious cases even acute respiratory distress syndrome and death. SARS-CoV-2 is the most threatening issue which leads the world to an uncertainty alongside thousands of regular death scenes. For this virus, death toll is increasing in. An effective vaccine to cure this virus is not yet available, thus requires concerted efforts at various scales. The viral Main Protease controls Coronavirus replication and is a proven drug discovery target for SARS-CoV-2. Here, comprehensive computational approaches including drug repurposing and molecular docking were employed to predict the efficacy of medicinal plant-based bioactive compounds against SARS-CoV-2 Mpro. Molecular docking was performed using PyRx-autodock vina to analyze the inhibition probability. MPP (6LU7) was docked with 90 phytochemical compounds and docking was analysed by PyRx-autodock vina, Pymol version 1.7.4.5 Edu, and Biovia Discovery Studio 4.5. Furthermore, ADME analysis along with analysis of toxicity was also investigated to check the pharmacokinetics and drug-likeness properties of the antiviral phytochemicals. Remdesivir and lopinavir were used as standards for comparison. Our analyses revealed that the top ten (Azadirachtin, -12.5kcal/mol; Rutin, -9 kcal/mol; Theaflavin, -9 kcal/mol; Astragalin, -8.8 kcal/mol; Isoquercitrin, -8.7 kcal/mol; Hyperoside, -8.6 kcal/mol; Baicalin, -8.4 kcal/mol; Saponin, -8.3 kcal/mol; Sennoside A, -8.3 kcal/mol; Aloin, -8.2 kcal/mol, while Remdesivir and Lopinavir showed -8.2 and -7.9 kcal/mol) hits might serve as potential anti- SARS-CoV-2 lead molecules for further optimization and drug development process to combat COVID-19. <br></sup></div><div><sup><br></sup></div>

scholarly journals Main Protease Inhibitors and Drug Surface Hotspots for the Treatment of COVID-19: A Drug Repurposing and Molecular Docking Approach

2021 ◽  
pp. 111742
Author(s):  
Mahmudul Hasan ◽  
Md. Sorwer Alam Parvez ◽  
Kazi Faizul Azim ◽  
Md. Abdus Shukur Imran ◽  
Topu Raihan ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Protease Inhibitors ◽  
Drug Repurposing ◽  
Main Protease ◽  
Docking Approach

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 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.

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.

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.

Drug Repurposing Studies Targeting SARS-nCoV2: An Ensemble Docking Approach on Drug Target 3C-like Protease (3CLpro)

2020 ◽  
Author(s):  
Shruti Koulgi ◽  
Vinod Jani ◽  
Mallikarjunachari Uppuladinne ◽  
Uddhavesh Sonavane ◽  
Asheet Kumar Nath ◽  
...  
Keyword(s):  
Drug Repurposing ◽  
Drug Binding ◽  
Ensemble Docking ◽  
Drug Molecules ◽  
Drug Binding Site ◽  
Main Protease ◽  
Docking Approach ◽  
Novel Coronavirus ◽  
Markov State Modeling ◽  
Viral Polyprotein

<p>The COVID-19 pandemic has been responsible for several deaths worldwide. The causative agent behind this disease is the Severe Acute Respiratory Syndrome – novel Coronavirus 2 (SARS-nCoV2). SARS-nCoV2 belongs to the category of RNA viruses. The main protease, responsible for the cleavage of the viral polyprotein is considered as one of the hot targets for treating COVID-19. Earlier reports suggest the use of HIV anti-viral drugs for targeting the main protease of SARS-CoV, which caused SARS in the year 2002-03. Hence, drug repurposing approach may prove to be useful in targeting the main protease of SARS-nCoV2. The high-resolution crystal structure of 3CL<sup>pro</sup> (main protease) of SARS-nCoV2 (PDB ID: 6LU7) was used as the target. The Food and Drug Administration (FDA) approved and SWEETLEAD database of drug molecules were screened. The apo form of the main protease was simulated for a cumulative of 150 ns and 10 μs open source simulation data was used, to obtain conformations for ensemble docking. The representative structures for docking were selected using RMSD-based clustering and Markov State Modeling analysis. This ensemble docking approach for main protease helped in exploring the conformational variation in the drug binding site of the main protease leading to efficient binding of more relevant drug molecules. The drugs obtained as best hits from the ensemble docking possessed anti-bacterial and anti-viral properties. Small molecules with these properties may prove to be useful to treat symptoms exhibited in COVID-19. This <i>in-silico</i> ensemble docking approach would support identification of potential candidates for repurposing against COVID-19.</p>

The Antiviral and Antimalarial Drug Repurposing in Quest of Chemotherapeutics to Combat COVID-19 Utilizing Structure-Based Molecular Docking

2020 ◽  
Vol 23 ◽  
Author(s):  
Sisir Nandi ◽  
Mohit Kumar ◽  
Mridula Saxena ◽  
Anil Kumar Saxena
Keyword(s):  
Molecular Docking ◽  
In Silico ◽  
Drug Repurposing ◽  
Clinical Settings ◽  
The Novel ◽  
In Silico Docking ◽  
Biochemical Mechanisms ◽  
Novel Coronavirus ◽  
In Silico Molecular Docking

Background: The novel coronavirus disease (COVID-19) is caused by a new strain (SARS-CoV-2) erupted in 2019. Nowadays, it is a great threat that claims uncountable lives worldwide. There is no specific chemotherapeutics developed yet to combat COVID-19. Therefore, scientists have been devoted in the quest of the medicine that can cure COVID- 19. Objective: Existing antivirals such as ASC09/ritonavir, lopinavir/ritonavir with or without umifenovir in combination with antimalarial chloroquine or hydroxychloroquine have been repurposed to fight the current coronavirus epidemic. But exact biochemical mechanisms of these drugs towards COVID-19 have not been discovered to date. Method: In-silico molecular docking can predict the mode of binding to sort out the existing chemotherapeutics having a potential affinity towards inhibition of the COVID-19 target. An attempt has been made in the present work to carry out docking analyses of 34 drugs including antivirals and antimalarials to explain explicitly the mode of interactions of these ligands towards the COVID-19protease target. Results: 13 compounds having good binding affinity have been predicted towards protease binding inhibition of COVID-19. Conclusion: Our in silico docking results have been confirmed by current reports from clinical settings through the citation of suitable experimental in vitro data available in the published literature.

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