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  1. Article ; Online: Comparative modeling and dynamic simulation of UDP-N-acetylmuramoyl-alanine ligase (MurC) from Mycobacterium tuberculosis through virtual screening and toxicity analysis.

    Isa, Mustafa Alhaji

    Life sciences

    2020  Volume 262, Page(s) 118466

    Abstract: Introduction: UDP-N-acetylmuramic-alanine ligase (MurC) is an enzyme catalyzing the addition of L-alanine to UDP-acetylmuramoyl nucleotide precursor in Mycobacterium tuberculosis (M. tuberculosis). This enzyme is a prerequisite for the biosynthesis of ... ...

    Abstract Introduction: UDP-N-acetylmuramic-alanine ligase (MurC) is an enzyme catalyzing the addition of L-alanine to UDP-acetylmuramoyl nucleotide precursor in Mycobacterium tuberculosis (M. tuberculosis). This enzyme is a prerequisite for the biosynthesis of the peptidoglycans in M. tuberculosis.
    Aim: This study aimed to identify the novel inhibitors of MurC using in silico approach.
    Materials and methods: The three dimensional (3D) structure of MurC was determined using comparative modeling and based on the template obtained from Haemophilus influenza (1P31). The structural analysis of the model structure shown that three residues (Lys126, Glu170, and Glu358) are critical for in the catalytic activity of the enzyme, and their inhibition will block the function of the enzyme. Ten thousand and ninety-five (10095) compounds obtained through virtual screening against Zinc and PubChem databases based on their ability to bind to MurC with minimum binding energies. These ligands screened for the physicochemical properties, molecular docking, and pharmacokinetic analyses.
    Finding: Six compounds had desirable physicochemical and pharmacokinetic properties with excellent binding energy ranged between -12.27 and -10.09 kcal/mol. These compounds subjected to Molecular Dynamic (MD) Simulation and Molecular Mechanics Generalized Born Surface Area (MM-GBSA) analyses. The outcome of the analysis revealed that four ligands (PubChem1548994, ZINC11882115, ZINC22241774, and ZINC12330603) formed a stable conformation in the substrate-binding site of the protein during the 50 ns MD simulation.
    Conclusion: Therefore, the ligands mentioned above might regard as novel inhibitors of M. tuberculosis which requires further in vitro and in vivo validation.
    MeSH term(s) Antitubercular Agents/chemistry ; Antitubercular Agents/pharmacokinetics ; Antitubercular Agents/pharmacology ; Binding Sites ; Ligands ; Molecular Docking Simulation ; Molecular Dynamics Simulation ; Mycobacterium tuberculosis/drug effects ; Mycobacterium tuberculosis/enzymology ; Peptide Synthases/antagonists & inhibitors ; Peptide Synthases/chemistry ; Protein Binding
    Chemical Substances Antitubercular Agents ; Ligands ; Peptide Synthases (EC 6.3.2.-) ; UDP-N-acetylmuramoylalanine-D-glutamate ligase (EC 6.3.2.9)
    Language English
    Publishing date 2020-09-19
    Publishing country Netherlands
    Document type Comparative Study ; Journal Article
    ZDB-ID 3378-9
    ISSN 1879-0631 ; 0024-3205
    ISSN (online) 1879-0631
    ISSN 0024-3205
    DOI 10.1016/j.lfs.2020.118466
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  2. Article ; Online: Homology modeling and molecular dynamic simulation of UDP-N-acetylmuramoyl-l-alanine-d-glutamate ligase (MurD) from Mycobacterium tuberculosis H37Rv using in silico approach.

    Isa, Mustafa Alhaji

    Computational biology and chemistry

    2018  Volume 78, Page(s) 116–126

    Abstract: The present study aimed to identify the prospective inhibitors of MurD, a cytoplasmic enzyme that catalyzes the addition of d-glutamate to the UDP-N-acetylmuramoyl-l-alanine nucleotide precursor in Mycobacterium tuberculosis (MTB), using virtual ... ...

    Abstract The present study aimed to identify the prospective inhibitors of MurD, a cytoplasmic enzyme that catalyzes the addition of d-glutamate to the UDP-N-acetylmuramoyl-l-alanine nucleotide precursor in Mycobacterium tuberculosis (MTB), using virtual screening, docking studies, pharmacokinetic analysis, Molecular Dynamic (MD) simulation, and Molecular Mechanics Generalized Born and Surface Area (MM-GBSA) analyses. The three dimensional (3D) structure was determined based on the homology technique using a template from Streptococcus agalactiae. The modeled structure had three binding sites, namely; substrate binding site (Val18, Thr19, Asp39, Asp40, Gly75, Asn147, Gln171 and His192), the ATP binding site (Gly123, Lys124, Thr125, Thr126, Glu166, Asp283, and Arg314) and the glutamic acid binding site (Arg382, Ser463, and Tyr470). These residues mentioned above play a critical role in the catalytic activity of the enzyme, and their inhibition could serve as a stumbling block to the normal function of the enzyme. A total of 10,344 obtained from virtual screened of Zinc and PubChem databases. These compounds further screened for Lipinski rule of five, docking studies and pharmacokinetic analysis. Four compounds with good binding energies (ZINC11881196 = -10.33 kcal/mol, ZINC12247644 = -8.90 kcal/mol, ZINC14995379 =-8.42 kcal/mol, and PubChem6185 = -8.20 kcal/mol), better than the binding energies of the ATP (-2.31 kcal/mol) and the ligand with known IC
    MeSH term(s) Ligands ; Molecular Dynamics Simulation ; Molecular Structure ; Mycobacterium tuberculosis/enzymology ; Peptide Synthases/antagonists & inhibitors ; Peptide Synthases/chemistry ; Peptide Synthases/metabolism ; Surface Properties ; Thermodynamics
    Chemical Substances Ligands ; Peptide Synthases (EC 6.3.2.-) ; UDP-N-acetylmuramoylalanine-D-glutamate ligase (EC 6.3.2.9)
    Language English
    Publishing date 2018-11-10
    Publishing country England
    Document type Journal Article
    ISSN 1476-928X
    ISSN (online) 1476-928X
    DOI 10.1016/j.compbiolchem.2018.11.002
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article: Comparative modeling and dynamic simulation of UDP-N-acetylmuramoyl-alanine ligase (MurC) from Mycobacterium tuberculosis through virtual screening and toxicity analysis

    Isa, Mustafa Alhaji

    Life sciences. 2020 Dec. 01, v. 262

    2020  

    Abstract: UDP-N-acetylmuramic-alanine ligase (MurC) is an enzyme catalyzing the addition of L-alanine to UDP-acetylmuramoyl nucleotide precursor in Mycobacterium tuberculosis (M. tuberculosis). This enzyme is a prerequisite for the biosynthesis of the ... ...

    Abstract UDP-N-acetylmuramic-alanine ligase (MurC) is an enzyme catalyzing the addition of L-alanine to UDP-acetylmuramoyl nucleotide precursor in Mycobacterium tuberculosis (M. tuberculosis). This enzyme is a prerequisite for the biosynthesis of the peptidoglycans in M. tuberculosis.This study aimed to identify the novel inhibitors of MurC using in silico approach.The three dimensional (3D) structure of MurC was determined using comparative modeling and based on the template obtained from Haemophilus influenza (1P31). The structural analysis of the model structure shown that three residues (Lys126, Glu170, and Glu358) are critical for in the catalytic activity of the enzyme, and their inhibition will block the function of the enzyme. Ten thousand and ninety-five (10095) compounds obtained through virtual screening against Zinc and PubChem databases based on their ability to bind to MurC with minimum binding energies. These ligands screened for the physicochemical properties, molecular docking, and pharmacokinetic analyses.Six compounds had desirable physicochemical and pharmacokinetic properties with excellent binding energy ranged between −12.27 and −10.09 kcal/mol. These compounds subjected to Molecular Dynamic (MD) Simulation and Molecular Mechanics Generalized Born Surface Area (MM-GBSA) analyses. The outcome of the analysis revealed that four ligands (PubChem1548994, ZINC11882115, ZINC22241774, and ZINC12330603) formed a stable conformation in the substrate-binding site of the protein during the 50 ns MD simulation.Therefore, the ligands mentioned above might regard as novel inhibitors of M. tuberculosis which requires further in vitro and in vivo validation.
    Keywords Haemophilus influenzae ; Mycobacterium tuberculosis ; acid-amino-acid ligases ; alanine ; antibacterial properties ; antibiotics ; binding sites ; biosynthesis ; catalytic activity ; comparative study ; computer simulation ; enzyme activity ; enzyme inhibition ; enzyme inhibitors ; enzyme substrates ; glutamic acid ; ligands ; lysine ; peptidoglycans ; pharmacokinetics ; physicochemical properties ; structure-activity relationships ; zinc
    Language English
    Dates of publication 2020-1201
    Publishing place Elsevier Inc.
    Document type Article
    Note golden set
    ZDB-ID 3378-9
    ISSN 1879-0631 ; 0024-3205
    ISSN (online) 1879-0631
    ISSN 0024-3205
    DOI 10.1016/j.lfs.2020.118466
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  4. Article: Identification of potent inhibitors of ATP synthase subunit c (AtpE) from

    Isa, Mustafa Alhaji / Abubakar, Mustapha B / Mohammed, Mohammed Mustapha / Ibrahim, Muhammad Musa / Gubio, Falmata Audu

    Heliyon

    2021  Volume 7, Issue 12, Page(s) e08482

    Abstract: ATP synthase subunit c (AtpE) is an enzyme that catalyzes the production of ATP from ADP in the presence of sodium or proton gradient ... ...

    Abstract ATP synthase subunit c (AtpE) is an enzyme that catalyzes the production of ATP from ADP in the presence of sodium or proton gradient from
    Language English
    Publishing date 2021-11-29
    Publishing country England
    Document type Journal Article
    ZDB-ID 2835763-2
    ISSN 2405-8440
    ISSN 2405-8440
    DOI 10.1016/j.heliyon.2021.e08482
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  5. Article: In silico identification of potential inhibitors against shikimate dehydrogenase through virtual screening and toxicity studies for the treatment of tuberculosis.

    Isa, Mustafa Alhaji / Majumdar, Rita Singh / Haider, Shazia

    International microbiology : the official journal of the Spanish Society for Microbiology

    2018  Volume 22, Issue 1, Page(s) 7–17

    Abstract: The present study attempts to identify the novel inhibitors of shikimate dehydrogenase (SD), the enzyme that catalyzes the fourth reaction in the shikimate pathway, through virtual screening and toxicity studies. Crystal structure of SD was obtained from ...

    Abstract The present study attempts to identify the novel inhibitors of shikimate dehydrogenase (SD), the enzyme that catalyzes the fourth reaction in the shikimate pathway, through virtual screening and toxicity studies. Crystal structure of SD was obtained from Protein Data Bank (PDB ID 4P4G, 1.7 Å) and subjected to energy minimization and structure optimization. A total of 13,803 compounds retrieved from two public databases and used for the virtual screening based on physicochemical properties (Lipinski rule of five) and molecular docking analyses. A total of 26 compounds with good AutoDock binding energies values ranging between - 12.03 and - 8.33 kcal/mol was selected and further filtered for absorption distribution metabolism excretion and toxicity analyses (ADMET). In this, eight compounds were selected, which satisfied all the ADME and toxicity analysis properties. Three compounds with better AutoDock binding energies values (ZINC12135132, - 12.03 kcal/mol; ZINC08951370, - 10.04 kcal/mol; and ZINC14733847, 9.82 kcal/mol) were considered for molecular dynamic (MD) simulation and molecular generalized born surface area (MM-GBSA) analyses. The results of the analyses revealed that the two ligands (ZINC12135132 and ZINC08951370) had better inhibitory activities within their complexes, after the 50-ns MD simulation, which suggested that the complexes formed stable conformation. It is noteworthy that compounds identified by docking, MD simulation, and MM-GBSA methods could be a drug for tuberculosis which required further experimental validation.
    MeSH term(s) Alcohol Oxidoreductases/antagonists & inhibitors ; Alcohol Oxidoreductases/chemistry ; Antitubercular Agents/chemistry ; Antitubercular Agents/isolation & purification ; Antitubercular Agents/pharmacology ; Antitubercular Agents/toxicity ; Computational Biology/methods ; Drug Evaluation, Preclinical/methods ; Enzyme Inhibitors/chemistry ; Enzyme Inhibitors/isolation & purification ; Enzyme Inhibitors/pharmacology ; Enzyme Inhibitors/toxicity ; Molecular Docking Simulation ; Protein Binding ; Protein Conformation ; Tuberculosis/drug therapy
    Chemical Substances Antitubercular Agents ; Enzyme Inhibitors ; Alcohol Oxidoreductases (EC 1.1.-) ; Shikimate dehydrogenase (EC 1.1.1.25)
    Language English
    Publishing date 2018-08-16
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 1454951-7
    ISSN 1618-1905 ; 1139-6709
    ISSN (online) 1618-1905
    ISSN 1139-6709
    DOI 10.1007/s10123-018-0021-2
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article ; Online: In silico docking and molecular dynamics simulation of 3-dehydroquinate synthase (DHQS) from Mycobacterium tuberculosis.

    Isa, Mustafa Alhaji / Majumdhar, Rita Singh / Haider, Shazia

    Journal of molecular modeling

    2018  Volume 24, Issue 6, Page(s) 132

    Abstract: The shikimate pathway is as an attractive target because it is present in bacteria, algae, fungi, and plants but does not occur in mammals. In Mycobacterium tuberculosis (MTB), the shikimate pathway is integral to the biosynthesis of naphthoquinones, ... ...

    Abstract The shikimate pathway is as an attractive target because it is present in bacteria, algae, fungi, and plants but does not occur in mammals. In Mycobacterium tuberculosis (MTB), the shikimate pathway is integral to the biosynthesis of naphthoquinones, menaquinones, and mycobactin. In these study, novel inhibitors of 3-dehydroquinate synthase (DHQS), an enzyme that catalyzes the second step of the shikimate pathway in MTB, were determined. 12,165 compounds were selected from two public databases through virtual screening and molecular docking analysis using PyRx 8.0 and Autodock 4.2, respectively. A total of 18 compounds with the best binding energies (-13.23 to -8.22 kcal/mol) were then selected and screened for absorption, distribution, metabolism, excretion, and toxicity (ADMET) analysis, and nine of those compounds were found to satisfy all of the ADME and toxicity criteria. Among those nine, the three compounds-ZINC633887 (binding energy = -10.29 kcal/mol), ZINC08983432 (-9.34 kcal/mol), and PubChem73393 (-8.61 kcal/mol)-with the best binding energies were further selected for molecular dynamics (MD) simulation analysis. The results of the 50-ns MD simulations showed that the two compounds ZINC633887 and PubChem73393 formed stable complexes with DHQS and that the structures of those two ligands remained largely unchanged at the ligand-binding site during the simulations. These two compounds identified through docking and MD simulation are potential candidates for the treatment of TB, and should undergo validation in vivo and in vitro.
    MeSH term(s) Bacterial Proteins/chemistry ; Molecular Docking Simulation ; Molecular Dynamics Simulation ; Mycobacterium tuberculosis/enzymology ; Phosphorus-Oxygen Lyases/chemistry
    Chemical Substances Bacterial Proteins ; 3-dehydroquinate synthetase (EC 4.2.3.4) ; Phosphorus-Oxygen Lyases (EC 4.6.-)
    Language English
    Publishing date 2018-05-11
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 1284729-x
    ISSN 0948-5023 ; 1610-2940
    ISSN (online) 0948-5023
    ISSN 1610-2940
    DOI 10.1007/s00894-018-3637-4
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  7. Article: Inhibition of glutathione and s-allyl glutathione on pancreatic lipase: Analysis through in vitro kinetics, fluorescence spectroscopy and in silico docking

    Thayumanavan, Palvannan / Nallaiyan, Selvan / Loganathan, Chitra / Sakayanathan, Penislusshiyan / Kandasamy, Saravanan / Isa, Mustafa Alhaji

    International journal of biological macromolecules. 2020 Oct. 01, v. 160

    2020  

    Abstract: Inhibition of pancreatic lipase (PL) is considered one of the important therapeutic interventions against obesity. In the present study, the inhibition of porcine (mammalian) PL (PPL) by two tripeptides glutathione (GSH) and s-allyl glutathione (SAG) was ...

    Abstract Inhibition of pancreatic lipase (PL) is considered one of the important therapeutic interventions against obesity. In the present study, the inhibition of porcine (mammalian) PL (PPL) by two tripeptides glutathione (GSH) and s-allyl glutathione (SAG) was studied. In vitro kinetic analysis was done to determine the inhibition of GSH and SAG against PPL. The binding of GSH and SAG with PPL was elucidated by fluorescence spectroscopy analysis. Docking and molecular dynamics (MD) simulation analysis was carried out to understand the intermolecular interaction between both GSH and SAG with PPL as well as human PL (HPL). Both GSH and SAG inhibited PPL in mixed non-competitive manner. The IC₅₀ value for GSH and SAG against PPL was found to be 2.97 and 6.4 mM, respectively. Both GSH and SAG quenched the intrinsic fluorescence of PPL through static quenching that is through forming complex with the PPL. SAG and GSH interacted with amino acids involved in catalysis of both PPL and HPL. MD simulation showed interactions of SAG and GSH with both PPL and HPL were stable. These results would lead to the further studies and application of GSH and SAG against obesity through inhibition of PL.
    Keywords catalytic activity ; chemical interactions ; computer simulation ; fluorescence ; fluorescence emission spectroscopy ; glutathione ; humans ; kinetics ; molecular dynamics ; obesity ; simulation models ; swine ; therapeutics ; triacylglycerol lipase ; tripeptides
    Language English
    Dates of publication 2020-1001
    Size p. 623-631.
    Publishing place Elsevier B.V.
    Document type Article
    Note NAL-AP-2-clean
    ZDB-ID 282732-3
    ISSN 1879-0003 ; 0141-8130
    ISSN (online) 1879-0003
    ISSN 0141-8130
    DOI 10.1016/j.ijbiomac.2020.05.215
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  8. Article: Identification of potent inhibitors of ATP synthase subunit c (AtpE) from Mycobacterium tuberculosis using in silico approach

    Isa, Mustafa Alhaji / Abubakar, Mustapha B. / Mohammed, Mohammed Mustapha / Ibrahim, Muhammad Musa / Gubio, Falmata Audu

    Heliyon. 2021 Dec., v. 7, no. 12

    2021  

    Abstract: ATP synthase subunit c (AtpE) is an enzyme that catalyzes the production of ATP from ADP in the presence of sodium or proton gradient from Mycobacterium tuberculosis (MTB). This enzyme considered an essential target for drug design and shares the same ... ...

    Abstract ATP synthase subunit c (AtpE) is an enzyme that catalyzes the production of ATP from ADP in the presence of sodium or proton gradient from Mycobacterium tuberculosis (MTB). This enzyme considered an essential target for drug design and shares the same pathway with the target of Isoniazid. Thus, this enzyme would serve as an alternative target of the Isoniazid. The three dimensional (3D) model structure of the AtpE was constructed based on the principle of homology modeling using the Modeller9.16. The developed model was subjected to energy minimization and refinement using molecular dynamic (MD) simulation. The minimized model structure was searched against Zinc and PubChem database to determine ligands that bind to the enzyme with minimum binding energy using RASPD and PyRx tool. A total of 4776 compounds capable of bindings to AtpE with minimum binding energy were selected. These compounds further screened for physicochemical properties (Lipinski rule of five). All the compounds that possessed the desirable property selected and used for molecular docking analysis. Five (5) compounds with minimum binding energies ranged between ─8.69, and ─8.44 kcal/mol, less than the free binding energy of ATP were selected. These compounds further screened for the absorption, distribution, metabolism, excretion, and toxicity (ADME and toxicity) properties. Of the five compounds, three (ZINC14732869, ZINC14742188, and ZINC12205447) fitted all the ADME and toxicity properties and subjected to MD simulation and Molecular Mechanics Generalized Born and Surface Area (MM-GBSA) analyses. The results indicated that the ligands formed relatively stable complexes and had free binding energies, less than the binding energy of the ATP. Therefore, these ligands considered as prospective inhibitors of MTB after successful experimental validation.
    Keywords H-transporting ATP synthase ; Mycobacterium tuberculosis ; absorption ; computer simulation ; databases ; drug design ; energy ; excretion ; isoniazid ; ligands ; mechanics ; metabolism ; models ; sodium ; surface area ; toxicity ; zinc
    Language English
    Dates of publication 2021-12
    Publishing place Elsevier Ltd
    Document type Article
    ZDB-ID 2835763-2
    ISSN 2405-8440
    ISSN 2405-8440
    DOI 10.1016/j.heliyon.2021.e08482
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  9. Article ; Online: Inhibition of glutathione and s-allyl glutathione on pancreatic lipase: Analysis through in vitro kinetics, fluorescence spectroscopy and in silico docking.

    Thayumanavan, Palvannan / Nallaiyan, Selvan / Loganathan, Chitra / Sakayanathan, Penislusshiyan / Kandasamy, Saravanan / Isa, Mustafa Alhaji

    International journal of biological macromolecules

    2020  Volume 160, Page(s) 623–631

    Abstract: Inhibition of pancreatic lipase (PL) is considered one of the important therapeutic interventions against obesity. In the present study, the inhibition of porcine (mammalian) PL (PPL) by two tripeptides glutathione (GSH) and s-allyl glutathione (SAG) was ...

    Abstract Inhibition of pancreatic lipase (PL) is considered one of the important therapeutic interventions against obesity. In the present study, the inhibition of porcine (mammalian) PL (PPL) by two tripeptides glutathione (GSH) and s-allyl glutathione (SAG) was studied. In vitro kinetic analysis was done to determine the inhibition of GSH and SAG against PPL. The binding of GSH and SAG with PPL was elucidated by fluorescence spectroscopy analysis. Docking and molecular dynamics (MD) simulation analysis was carried out to understand the intermolecular interaction between both GSH and SAG with PPL as well as human PL (HPL). Both GSH and SAG inhibited PPL in mixed non-competitive manner. The IC
    MeSH term(s) Amino Acids/metabolism ; Animals ; Catalysis/drug effects ; Glutathione/pharmacology ; Humans ; Kinetics ; Lipase/antagonists & inhibitors ; Molecular Docking Simulation/methods ; Molecular Dynamics Simulation ; Pancreas/drug effects ; Spectrometry, Fluorescence/methods ; Swine
    Chemical Substances Amino Acids ; Lipase (EC 3.1.1.3) ; Glutathione (GAN16C9B8O)
    Language English
    Publishing date 2020-05-28
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 282732-3
    ISSN 1879-0003 ; 0141-8130
    ISSN (online) 1879-0003
    ISSN 0141-8130
    DOI 10.1016/j.ijbiomac.2020.05.215
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  10. Article ; Online: In silico molecular docking and molecular dynamic simulation of potential inhibitors of 3C-like main proteinase (3CLpro) from severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) using selected african medicinal plants

    Isa, Mustafa Alhaji / Mustapha, Adam / Qazi, Sahar / Raza, Khalid / Allamin, Ibrahim Alkali / Ibrahim, Muhammad M. / Mohammed, Mohammed M.

    ADV TRADIT MED (ADTM)

    Abstract: The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The virus emerged in Wuhan, China in 2019, and later spread across the globe. Its genome has been ... ...

    Abstract The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The virus emerged in Wuhan, China in 2019, and later spread across the globe. Its genome has been completely sequenced and based on the genomic information, the virus possessed 3C-Like Main Protease (3CLpro), an essential multifunctional enzyme that plays a vital role in the replication and transcription of the virus by cleaving polyprotein at eleven various sites to produce different non-structural proteins. This makes the protein an important target for drug design and discovery. Herein, we analyzed the interaction between the 3CLpro and potential inhibitory compounds identified from the extracts of Zingiber offinale and Anacardium occidentale using in silico docking and Molecular Dynamics (MD) Simulation. The crystal structure of SARS-CoV-2 main protease in complex with 02J (5-Methylisoxazole-3-carboxylic acid) and PEJ (composite ligand) (PDB Code: 6LU7, 2.16 Å) retrieved from Protein Data Bank (PDB) and subject to structure optimization and energy minimization. A total of twenty-nine compounds were obtained from the extracts of Z. offinale and the leaves of A. occidentale. These compounds were screened for physicochemical (Lipinski rule of five, Veber rule, and Egan filter), Pan-Assay Interference Structure, and pharmacokinetic properties to determine the Pharmaceutical Active Ingredients. Of the 29 compounds, only nineteen (19) possessed drug-likeness properties with efficient oral bioavailability and less toxicity. These compounds subjected to molecular docking analysis to determine their binding energies with the 3CLpro. The result of the analysis indicated that the free binding energies of the compounds ranged between − 5.08 and − 10.24 kcal/mol, better than the binding energies of 02j (− 4.10 kcal/mol) and PJE (− 5.07 kcal/mol). Six compounds (CID_99615 = − 10.24 kcal/mol, CID_3981360 = 9.75 kcal/mol, CID_9910474 = − 9.14 kcal/mol, CID_11697907 = − 9.10 kcal/mol, CID_10503282 = − 9.09 kcal/mol and CID_620012 = − 8.53 kcal/mol) with good binding energies further selected and subjected to MD Simulation to determine the stability of the protein–ligand complex. The results of the analysis indicated that all the ligands form stable complexes with the protein, although, CID_9910474 and CID_10503282 had a better stability when compared to other selected phytochemicals (CID_99615, CID_3981360, CID_620012, and CID_11697907).
    Keywords covid19
    Publisher PMC
    Document type Article ; Online
    DOI 10.1007/s13596-020-00523-w
    Database COVID19

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