scholarly journals Identification of Potent Inhibitors of ATP Synthase Subunit C (AtpE) from Mycobacterium Tuberculosis Using in Silico Approach

Author(s):  
Dr. Mustafa Alhaji Isa

<p>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 <i>Mycobacterium tuberculosis</i> (MTB). This enzyme considered an essential target for drug design and its shares the same pathway with the target of Isoniazid. Thus, this enzyme would serve as an alternative target of the Isoniazid. The 3D model structure of the AtpE was constructed based on the principle of the homology modeling using the Modeller9.16. The developed model was subjected to the 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 binding to AtpE with minimum binding energies were selected. These compounds further screened for physicochemical properties (Lipinski rule of five). All the compounds that possessed the desirable properties selected and used for molecular docking analysis. Five (5) compounds with minimum binding energies ranged between ─8.69, and ─8.44kcal/mol, less than the free binding energy of ATP were selected. These compound 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</p>

2020 ◽  
Author(s):  
Dr. Mustafa Alhaji Isa

<p>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 <i>Mycobacterium tuberculosis</i> (MTB). This enzyme considered an essential target for drug design and its shares the same pathway with the target of Isoniazid. Thus, this enzyme would serve as an alternative target of the Isoniazid. The 3D model structure of the AtpE was constructed based on the principle of the homology modeling using the Modeller9.16. The developed model was subjected to the 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 binding to AtpE with minimum binding energies were selected. These compounds further screened for physicochemical properties (Lipinski rule of five). All the compounds that possessed the desirable properties selected and used for molecular docking analysis. Five (5) compounds with minimum binding energies ranged between ─8.69, and ─8.44kcal/mol, less than the free binding energy of ATP were selected. These compound 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</p>


2020 ◽  
Author(s):  
Mustafa Alhaji Isa ◽  
Muhammad M Ibrahim

The 3-hydroquinate synthase (DHQase) is an enzyme that catalyzes the third step of the shikimate pathway in <i>Mycobacterium tuberculosis</i> (MTB), by converting 3-dehydroquinate into 3-dehydroshikimate. In this study, the novel inhibitors of DHQase from MTB was identified using in silico approach. The crystal structure of DHQase bound to 1,3,4-trihydroxy-5-(3-phenoxypropyl)-cyclohexane-1-carboxylic acid (CA) obtained from the Protein Data Bank (PDB ID: 3N76). The structure prepared through energy minimization and structure optimization. A total of 9699 compounds obtained from Zinc and PubChem databases capable of binding to DHQase and subjected to virtual screening through Lipinski’s rule of five and molecular docking analysis. Eight (8) compounds with good binding energies, ranged between ─8.99 to ─8.39kcal/mol were selected, better than the binding energy of ─4.93kcal/mol for CA and further filtered for pharmacokinetic properties (Absorption, Distribution, Metabolism, Excretion, and Toxicity or ADMET). Five compounds (ZINC14981770, ZINC14741224, ZINC14743698, ZINC13165465, and ZINC8442077) which had desirable pharmacokinetic properties selected for molecular dynamic (MD) simulation and molecular generalized born surface area (MM-GBSA) analyses. The results of the analyses showed that all the compounds formed stable and rigid complexes after the 50ns MD simulation and also had a lower binding as compared to CA. Therefore, these compounds considered as good inhibitors of MTB after in vitro and in vivo validation.”


2020 ◽  
Vol 14 (10) ◽  
pp. 52
Author(s):  
Usman Abdulfatai ◽  
Adamu Uzairu ◽  
Gideon Adamu Shallangwa ◽  
Sani Uba

In this present investigation, simulated molecular docking study of chloroquine and hydroxychloroquine compounds were investigated on the SARS-CoV2 enzyme to determine the types of amino acids responsible for the biochemical reaction at the binding site. A structure-based docking design technique was explored in designing a novel derivative of chloroquine for the treatment and management of new COVID 19 disease. To achieve this, the molecular docking simulation method was used to investigate the level of chloroquine and hydroxychloroquine (Drugs presently under clinical trial) interactions on SARS-CoV2 enzyme (a causative agent of COVID 19 disease). Chloroquine and hydroxychloroquine which has been debated as drugs for the management of COVID 19 were subjected to molecular docking analysis, and the binding energies generated were found to be -6.1 kcal/mol and -6.8 kcal/mol respectively. Moreover, novel 2-((4-((7-chloroquinolin-4 yl) amino)pentyl)((methylamino)methyl)amino) ethan-1-ol as an anti-SARS-CoV2 protease was designed through the structural modification of hydroxychloroquine. The binding energy of this drug candidate was found to be -6.9 kcal/mol. This novel drug was found to formed hydrogen and conventional interactions with the binding site of SARS-CoV2 protease through amino acids such as Glutamic acid (GLU166), Glycine (GLY143), Phenylalanine (PHE140), Asparagine (ASN142), Histidine (HIS163), His (HIS172, HIS41, HIS163), Leucine (LEU41, LEU27), Glycine (GLY143), Glutamine (GLN189), Methionine (MET49, MET165), Serine (SER 46), Cysteine (CYS145) and Threonine (THR25). With this binding energy, this new drug candidate could bind better to the human SARS-CoV2 protease&rsquo; binding site. This research provides a clue for other scientists on various ways of designing and identify the types of amino acids that may be responsible for biochemical action on SARS-CoV2 protease.


2020 ◽  
Author(s):  
Dr. Mustafa Alhaji Isa

<p>Shikimate kinase (SK) is an enzyme that catalyzes the fifth steps in the shikimate pathway. The enzyme facilitate the transfer of phosphoryl from ATP to shikimate, to produce ADP and shikimate-3-phosphate from <i>Mycobacterium tuberculosis</i> (MTB). The 3D structure of SK bound ligands (4-(2-Hydroxyethyl)-1-Piperazine Ethanesulfonic Acid (EPE)), ADP and metals (Mg2+, Cl- and Pt+) obtained from PDB (PDB ID: 1L4U and resolution 1.8Å). The structural analysis of the SK revealed that it has a substrate or shikimate binding site (Asp34, Arg58, and Lys136) and substrate binding via amide nitrogen (Gly80). It also possessed nucleotide binding region (Gly12─Thr17), the ATP binding site (Arg117 and Arg153) and metallic ion (Mg2+) binding site (Ser16 and Asp32). All these residues mentioned above play an essential role in the catalytic activity of the SK. Therefore inhibition any of these residues serve as a stumbling block for the normal function of the enzyme. A total of eleven thousand three hundred and twenty-three (11323) compounds obtained from two public databases (Zinc Database and PubChem) capable of binding to SK with good binding affinities. These compounds further filtered for Lipinski’s rule of five, drug-likeness, molecular docking analysis, and ADME and toxicity analysis. Three compounds with minimum binding energies─ PubChem15478 (─11.75 kcal/mol), ZINC02838601 (─11.52 kcal/mol), and ZINC11790367 (─9.88 kcal/mol) ─were selected and used for the MD simulation analysis. Also, MD simulation of the SK bound to EPE, ADP, and Mg2+ were carried out to compare their stabilities with the selected protein-ligand complexes. The result showed that the two compounds (ZINC11790367 and PubChem15478) formed stable and rigid complexes comparable to the bound ligand and the cofactors during the 50ns MD simulation. Therefore, it concluded that the above mentioned two compounds capable of inhibiting SK considered as prospective drugs for MTB after successful experimental validation.</p>


2020 ◽  
Author(s):  
Mustafa Alhaji Isa ◽  
Mohammed Mustapha Mohammed

<p>The UDP-N-acetylenolpyruvoylglucosamine reductase (MurB) catalyze the final steps of the UDP-N-acetylmuramic acid (UDPMurNAc) formation in the peptidoglycan biosynthesis pathway. The absence of this pathway in mammal made it an attractive target for drug development in <i>Mycobacterium tuberculosis</i> (MTB). In this study, the crystal structure of MurB from MTB (PDB Code: 5JZX and resolution of 2.2 Å) bound to FAD and K<sup>+</sup> was obtained from Protein Data Bank (PDB). A total of 2157 compounds with best binding conformations obtained from zinc database through virtual screening. These compounds further screened for drug-likeness, pharmacokinetic properties, physicochemical properties (Lipinski rule of five), and molecular docking analysis to obtained compounds with desirable therapeutic properties and good binding energies against MurB. Seven compounds (7) with minimum binding energies ranged between ─11.80 and ─10.39kcal/mol were selected, lower than the binding energy of FAD (─10.06kcal/mol). Four compounds with best binding energies (ZINC19837204 = ─11.80kcal/mol, ZINC11839554 = ─11.47kcal/mol, ZINC14976552 = ─10.77kcal/mol) and ability to interact with the residues (ZINC12242812 = ─10.39kcal/mol) of the substrate binding site further selected for the molecular dynamic (MD) simulation analysis. The result of the MD simulation showed that all the four ligands formed stable complexes in the binding site of the MurB, during the 50ns MD simulation, when compared with the cofactor (FAD). Therefore, these compounds were proposed to be novel inhibitors of MTB after <i>in vivo</i> and <i>in vitro</i> validation.</p>


2020 ◽  
Vol 44 (43) ◽  
pp. 18831-18852 ◽  
Author(s):  
Manisha Joshel Lobo ◽  
Rajdeep Ray ◽  
G. Gautham Shenoy

This computational study exclusively illustrates the key molecular features of bedaquiline and its analogues required for binding to mycobacterial ATP synthase.


2020 ◽  
Author(s):  
Dr. Mustafa Alhaji Isa

<p>Shikimate kinase (SK) is an enzyme that catalyzes the fifth steps in the shikimate pathway. The enzyme facilitate the transfer of phosphoryl from ATP to shikimate, to produce ADP and shikimate-3-phosphate from <i>Mycobacterium tuberculosis</i> (MTB). The 3D structure of SK bound ligands (4-(2-Hydroxyethyl)-1-Piperazine Ethanesulfonic Acid (EPE)), ADP and metals (Mg2+, Cl- and Pt+) obtained from PDB (PDB ID: 1L4U and resolution 1.8Å). The structural analysis of the SK revealed that it has a substrate or shikimate binding site (Asp34, Arg58, and Lys136) and substrate binding via amide nitrogen (Gly80). It also possessed nucleotide binding region (Gly12─Thr17), the ATP binding site (Arg117 and Arg153) and metallic ion (Mg2+) binding site (Ser16 and Asp32). All these residues mentioned above play an essential role in the catalytic activity of the SK. Therefore inhibition any of these residues serve as a stumbling block for the normal function of the enzyme. A total of eleven thousand three hundred and twenty-three (11323) compounds obtained from two public databases (Zinc Database and PubChem) capable of binding to SK with good binding affinities. These compounds further filtered for Lipinski’s rule of five, drug-likeness, molecular docking analysis, and ADME and toxicity analysis. Three compounds with minimum binding energies─ PubChem15478 (─11.75 kcal/mol), ZINC02838601 (─11.52 kcal/mol), and ZINC11790367 (─9.88 kcal/mol) ─were selected and used for the MD simulation analysis. Also, MD simulation of the SK bound to EPE, ADP, and Mg2+ were carried out to compare their stabilities with the selected protein-ligand complexes. The result showed that the two compounds (ZINC11790367 and PubChem15478) formed stable and rigid complexes comparable to the bound ligand and the cofactors during the 50ns MD simulation. Therefore, it concluded that the above mentioned two compounds capable of inhibiting SK considered as prospective drugs for MTB after successful experimental validation.</p>


Heliyon ◽  
2021 ◽  
pp. e08482
Author(s):  
Mustafa Alhaji Isa ◽  
Mustapha B. Abubakar ◽  
Mohammed Mustapha Mohammed ◽  
Muhammad Musa Ibrahim ◽  
Falmata Audu Gubio

2020 ◽  
Author(s):  
Mustafa Alhaji Isa ◽  
Muhammad M Ibrahim

The 3-hydroquinate synthase (DHQase) is an enzyme that catalyzes the third step of the shikimate pathway in <i>Mycobacterium tuberculosis</i> (MTB), by converting 3-dehydroquinate into 3-dehydroshikimate. In this study, the novel inhibitors of DHQase from MTB was identified using in silico approach. The crystal structure of DHQase bound to 1,3,4-trihydroxy-5-(3-phenoxypropyl)-cyclohexane-1-carboxylic acid (CA) obtained from the Protein Data Bank (PDB ID: 3N76). The structure prepared through energy minimization and structure optimization. A total of 9699 compounds obtained from Zinc and PubChem databases capable of binding to DHQase and subjected to virtual screening through Lipinski’s rule of five and molecular docking analysis. Eight (8) compounds with good binding energies, ranged between ─8.99 to ─8.39kcal/mol were selected, better than the binding energy of ─4.93kcal/mol for CA and further filtered for pharmacokinetic properties (Absorption, Distribution, Metabolism, Excretion, and Toxicity or ADMET). Five compounds (ZINC14981770, ZINC14741224, ZINC14743698, ZINC13165465, and ZINC8442077) which had desirable pharmacokinetic properties selected for molecular dynamic (MD) simulation and molecular generalized born surface area (MM-GBSA) analyses. The results of the analyses showed that all the compounds formed stable and rigid complexes after the 50ns MD simulation and also had a lower binding as compared to CA. Therefore, these compounds considered as good inhibitors of MTB after in vitro and in vivo validation.”


2020 ◽  
Author(s):  
Mustafa Alhaji Isa ◽  
Mohammed Mustapha Mohammed

<p>The UDP-N-acetylenolpyruvoylglucosamine reductase (MurB) catalyze the final steps of the UDP-N-acetylmuramic acid (UDPMurNAc) formation in the peptidoglycan biosynthesis pathway. The absence of this pathway in mammal made it an attractive target for drug development in <i>Mycobacterium tuberculosis</i> (MTB). In this study, the crystal structure of MurB from MTB (PDB Code: 5JZX and resolution of 2.2 Å) bound to FAD and K<sup>+</sup> was obtained from Protein Data Bank (PDB). A total of 2157 compounds with best binding conformations obtained from zinc database through virtual screening. These compounds further screened for drug-likeness, pharmacokinetic properties, physicochemical properties (Lipinski rule of five), and molecular docking analysis to obtained compounds with desirable therapeutic properties and good binding energies against MurB. Seven compounds (7) with minimum binding energies ranged between ─11.80 and ─10.39kcal/mol were selected, lower than the binding energy of FAD (─10.06kcal/mol). Four compounds with best binding energies (ZINC19837204 = ─11.80kcal/mol, ZINC11839554 = ─11.47kcal/mol, ZINC14976552 = ─10.77kcal/mol) and ability to interact with the residues (ZINC12242812 = ─10.39kcal/mol) of the substrate binding site further selected for the molecular dynamic (MD) simulation analysis. The result of the MD simulation showed that all the four ligands formed stable complexes in the binding site of the MurB, during the 50ns MD simulation, when compared with the cofactor (FAD). Therefore, these compounds were proposed to be novel inhibitors of MTB after <i>in vivo</i> and <i>in vitro</i> validation.</p>


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