scholarly journals Molecular Study of Antiviral Compound of Indonesian Herbal Medicine as 3CLpro and PLpro Inhibitor in SARS-COV-2

2021 ◽  
Vol 4 (2) ◽  
pp. 127-134
Author(s):  
Baiq Ressa Puspita Rizma ◽  
Yek Zen Mubarok ◽  
Dian Fathita Dwi Lestari ◽  
Agus Dwi Ananto
Keyword(s):  
Molecular Docking ◽  
Molecular Study ◽  
Synergy Effect ◽  
Structural Protein ◽  
Antiviral Compound ◽  
Docking Score ◽  
Antiviral Compounds ◽  
Natural Ligands ◽  
Docking Approach ◽  
Rapid Transmission

Rapid transmission of COVID-19 disease and the fatal effects of the disease lead researchers to use various way to find potential anti-COVID-19 compounds, including using modern approaches. Molecular docking is one of the methods that can be used to analyse antiviral compounds and its molecular target from Indonesian herbs that are believed to have properties as anti-COVID-19. This study aims to analyse antiviral compounds from 5 herbs that have the potential as inhibitors of PLpro and 3CLpro, which both are a non-structural protein in SARS-CoV-2 by molecular docking approach using PLANTS. Remdesivir triphosphate, the active metabolite of remdesivir, was used as the comparison compound in studies. The results showed docking scores obtained from interactions between natural ligands, remdesivir trifospat, curcumin, demetoksikurkumin, bisdemetoksikurkumin, luteolin, apigenin, kuersetin, kaempferol, formononrtin-7-O-glucoronide, androgafolide, and neoandrogafolide with PLpro are as follows -111,441, -103,827, -103,609, -102,363, -100,27,-79,6655, -78.6901, -80.9337, -79.4686, -82.1124, -79.1789, and -97.2452.Combination between quercetin, neoandrographolide, bisdemethoxycurcumin, demetoxycurcumin, and curcumin showed a synergy effect by reduce its docking score. Meanwhile its interaction with the protein 3CLpro showed docking score for those compounds as follows 64.0074, -86.1811, -81.428, -87.1625, -78.2899, -73.4345,-70,3368, -71.5539, -68.4321, -72.0154, -75.9777 and -93.7746.Combination between andrographolide, neoandrographolide, bisdemethoxycurcumin, demetoxycurcumin and curcumin, also shows synegy effect in 3CLpro allow them to reduce the docking score.This study concludes that curcumin was known as the most potent compound that act as a PLpro inhibitor based on a docking score of -103,609, while in 3CLpro all the compound have a potential to inhibit 3CLpro with demethosxycurcumin and  neoandrogafolide as the most potent compound with a docking score -87,126 and -93.7746.

scholarly journals The Study of Potential Antiviral Compounds from Indonesian Medicinal Plants as Anti-COVID-19 with Molecular Docking Approach

2021 ◽  
Vol 1 (1) ◽  
pp. 32-39
Author(s):  
Baiq Ressa Puspita Rizma ◽  
Agus Dwi Ananto ◽  
Anggit Listyacahyani Sunarwidhi
Keyword(s):  
Molecular Docking ◽  
Medicinal Plants ◽  
Virus Disease ◽  
Molecular Study ◽  
Ant System ◽  
Docking Score ◽  
Docking Approach ◽  
Rapid Transmission ◽  
Potent Drug ◽  
Potential Inhibitors

Corona Virus Disease 2019 (COVID-19) is a new strain of coronavirus called SARS-CoV-2, which was identified in Wuhan, China, in December 2019. The rapid transmission of COVID-19 from human to human forced researchers to find a potent drug by setting aside the time-consuming traditional method in drug development. The molecular docking approach is one a reliable method to screening compound from chemical drug or by finding a compound from Indonesian herbal plants. The present study aimed to assess the potency of compounds from five medicinal plants as potential inhibitors of PLpro and 3CLpro from SARS-CoV-2 using molecular study. The molecular docking was performed using Protein-Ligand Ant System (PLANTS) to analyze the potential compounds by the docking score. Remdesivir triphosphate was used as a standard for the comparison of the test compounds. The docking score obtained from the docking of PLpro with native ligand, remdesivir triphosphate, curcumin, demethoxycurcumin, bisdemethoxycurcumin, luteolin, apigenin, quercetin, kaempferol, formononetin-7-O-glucuronide, andrographolide, and neoandrographolide were -111.441, -103.827, -103.609, -102.363, -100.27, -79.6655, -78.6901, -80.9337, -79.4686, -82.1124, -79.1789, and -97.2452, respectively. Meanwhile, docking score with 3CLpro for the same ligand were -64.0074, -86.1811, -81.428, -87.1625, -78.2899, -73.4345, -70.3368, -71.5539, -68.4321, -72.0154, -75.9777, and -93.7746. The docking score data suggest that curcumin was the most potential as a PLpro inhibitor, while neoandrographolide was the best as a 3CLpro inhibitor.

scholarly journals Investigation of the anti-TB potential of selected alkaloid constituents using molecular docking approach

2020 ◽  
Author(s):  
Mohammad Kawsar Sharif Siam ◽  
Mohammad Umer Sharif Shohan ◽  
Zaira Zafroon
Keyword(s):  
Free Energy ◽  
Mycobacterium Tuberculosis ◽  
Molecular Docking ◽  
Protein Binding ◽  
Binding Free Energy ◽  
Chemical Constituents ◽  
Biological Evaluation ◽  
Natural Sources ◽  
Docking Score ◽  
Docking Approach

AbstractMycobacterium tuberculosis, the leading bacterial killer disease worldwide, causes Human tuberculosis (TB). Due to the growing problem of drug resistant Mycobacterium tuberculosis strains, new anti-TB drugs are urgently needed. Natural sources such as plant extracts have long played an important role in tuberculosis management and can be used as a template to design new drugs. A wide screening of natural sources is time consuming but the process can be significantly sped up using molecular docking. In this study, we used a molecular docking approach to investigate the interactions between selected natural constituents and three proteins MtPanK, MtDprE1 and MtKasA involved in the physiological functions of Mycobacterium tuberculosis which are necessary for the bacteria to survive and cause disease. The molecular docking score, a score that accounts for the binding affinity between a ligand and a target protein, for each protein was calculated against 150 chemical constituents of different classes to estimate the binding free energy. The docking scores represent the binding free energy. The best docking scores indicates the highest ligand protein binding which is indicated by the lowest energy value. Among the natural constituents, Shermilamine B showed a docking score of - 8.5kcal/mol, Brachystamide B showed a docking score of −8.6 kcal/mol with MtPanK, Monoamphilectine A showed a score of −9.8kcal/mol with MtDprE1.These three compounds showed docking scores which were superior to the control inhibitors and represent the opportunity of in vitro biological evaluation and anti-TB drug design. Consequently, all these compounds belonged to the alkaloid class. Specific interactions were studied to further understand the nature of intermolecular bonds between the most active ligands and the protein binding site residues which proved that among the constituents monoamphilectine A and Shermilamine B show more promise as Anti-TB drugs. Furthermore, the ADMET properties of these compounds or ligands showed that they have no corrosive or carcinogenic parameters.Graphical Abstract

Molecular docking and Pharmacoinformatics studies reveal potential phytochemicals against HCV NS5B Polymerase

2020 ◽  
Vol 23 ◽  
Author(s):  
Hina Khalid ◽  
Usman Ali Ashfaq
Keyword(s):  
Molecular Docking ◽  
Computational Study ◽  
Health Issues ◽  
Reference Drug ◽  
Antiviral Compounds ◽  
Alternative Approach ◽  
Study Results ◽  
Docking Approach ◽  
Hcv Ns5b ◽  
Ns5b Polymerase

: Background: Hepatitis C Virus (HCV) is one of the serious health issues affecting one-third of the world’s population. The high variations of the HCV genome are ascribed to quick replication by NS5B Polymerase and are thus the most attractive target for developing anti-HCV agents. Objective: The current study aimed to discover novel phytochemicals that harbor the potential of NS5B polymerase inhibition. Method: In this computational study, a molecular docking approach was used to screen phytochemicals with the best binding and spatial affinity with NS5B at the Palm I region. The top-ranked compounds were then subjected to in-silico pharmacokinetic and toxicological study. Results and Conclusion: The virtual screening provided seven ‘hit compounds’ including Betanin, 3,5'- dihydroxythalifaboramine, Diarctigenin, 6'-desmethylthalifaboramine, Cephalotaxine, 5alpha-O-(3'-dimethylamino-3'- phenylpropionyl) taxinine M and IsoTetrandrine with minimum binding score compared to the reference drug, Sofosbuvir (−14.7 kcal/mol). The absorption, distribution, metabolism, excretion, and toxicity (ADMET) and thorough toxicological analysis revealed a favorable and the safety profile of these compounds. The study would demonstrate the phytochemicals identified might serve as potential antiviral compounds that can potentially an alternative approach for amelioration of HCV

scholarly journals Investigation of the Anti-TB Potential of Selected Phytochemicals of Nigella Sativa using Molecular Docking Approach

2021 ◽  
pp. 278-286
Author(s):  
Shabir Ahmad Mir
Keyword(s):  
Molecular Docking ◽  
Drug Targets ◽  
Nigella Sativa ◽  
New Drugs ◽  
Docking Score ◽  
Discovery Studio ◽  
Biological Studies ◽  
Docking Approach ◽  
Novel Drug

Background: Tuberculosis (TB) is one of the foremost causes of human mortality across the world. In general, it is a curable disease and several drugs are available in market for its treatment, however, because of the drug resistance to the currently available anti-TB drugs, the development and/or discovery of new drugs with better efficacy against TB cannot be overlooked. In the present study, we performed virtual screening of the major phytochemicals of the plant Nigella sativa for investigating their potential to inhibit some novel drug targets of Mycobacterium tuberculosis, which included- pantothenate kinase, type 1 (MtPanK), β-ketoacyl ACP synthase I (MtKasA), and decaprenylphosphoryl-β-D-ribose 2′-epimerase 1 (MtDprE1). Methods: The screening of the phytochemicals was investigated through a molecular docking approach using Auto dock vina and the molecular interactions in the protein-ligand complexes were visualized and analysed through PyMol and BioVia Discovery Studio Visualizer. Results: Our in silico observations reveal that, out of the nine selected phytochemicals screened, five compounds, namely α-hederin, dithymoquinone, nigellidine, thymoquinone and thymol binded to one or more of the selected target enzymes with significant docking scores. α-hederin binded to MtDprE1 and MtKasA with a docking score of −8.5kcal/mol and −7.9kcal/mol, respectively, dithymoquinone binded to MtKasA, MtDprE1 and MtPanK with a docking score of −6.5kcal/mol, −8.2kcal/mol and −9.2kcal/mol, respectively and nigellidine binded to MtDprE1 and MtPanK with a docking score of −8.1kcal/mol and −8.2kcal/mol, respectively. Further, thymol as well as thymoquinone were observed to bind MtKasA with a docking score of −6.6kcal/mol. Conclusions: The results of our study indicate that the five phytochemicals of N. sativa, including α-hederin, dithymoquinone, nigellidine, thymoquinone and thymol, are worth studying further for their anti-TB activity, however, additional biological studies are warranted to validate these findings.

Molecular Docking Approaches to Suggest the Anti-Mycobacterial Targets of Natural Products

2020 ◽  
Author(s):  
Rafael Baptista ◽  
Sumana Bhowmick ◽  
Shen Jianying ◽  
Luis Mur
Keyword(s):  
Natural Products ◽  
Molecular Docking ◽  
Free Energies ◽  
Antibiotic Resistant ◽  
Drug Lead ◽  
Bisbenzylisoquinoline Alkaloids ◽  
Docking Approach ◽  
Global Threat ◽  
Physicochemical And Structural Properties

Tuberculosis (TB) is a major global threat mostly due to the development of antibiotic resistant forms of Mycobacterium tuberculosis, the causal agent of the disease. Driven by the pressing need for new anti-mycobacterial agents, several natural products (NPs) have been shown to have in vitro activities against M. tuberculosis. The utility of any NP as a drug lead is augmented when the anti-mycobacterial target(s) is unknown. To suggest these, we used a molecular docking approach to predict the interactions of 53 selected anti-mycobacterial NPs against known ‘druggable’ mycobacterial targets ClpP1P2, DprE1, InhA, KasA, PanK, PknB and Pks13. The docking scores / binding free energies were predicted and calculated using AutoDock Vina along with physicochemical and structural properties of the NPs, using PaDEL descriptors. These were compared to the established inhibitor (control) drugs for each mycobacterial target. The specific interactions of the bisbenzylisoquinoline alkaloids 2-nortiliacorinine, tiliacorine and 13’-bromotiliacorinine against the targets PknB and DprE1 (-11.4, -10.9 and -9.8 kcal.mol-1 ; -12.7, -10.9 and -10.3 kcal.mol-1 , respectively) and the lignan αcubebin and Pks13 (-11.0 kcal.mol-1 ) had significantly superior docking scores compared to controls. Our approach can be used to suggest predicted targets for the NP to be validated experimentally but these in silico steps are likely to facilitate drug optimisation.

Design, Synthesis, Characterization and in silico molecular docking studies and in vivo anti-inflammatory Activity of Pyrazoline clubbed Thiazolinone Derivatives

2020 ◽  
Vol 17 ◽  
Author(s):  
Deepak Kumar Singh ◽  
Mayank Kulshreshtha ◽  
Yogesh Kumar ◽  
Pooja A Chawla ◽  
Akash Ved ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Biological Activities ◽  
Inflammatory Activity ◽  
Standard Drug ◽  
Docking Score ◽  
Chemical Structures ◽  
Cox 2 ◽  
Anti Inflammatory ◽  
Cox 1

Background: The pyrazolines give the reactions of aliphatic derivatives, resembling unsaturated compounds in their behavior towards permanganate and nascent hydrogen. This nucleus has been associated with various biological activities including inflammatory. Thiazolinone is a heterocyclic compound that contains both sulfur and nitrogen atom with a carbonyl group in their structure.Thiazolinone and their derivatives have attracted continuing interest because of their various biological activities, such as anti-inflammatory, antimicrobial, anti-proliferative, antiviral, anticonvulsant etc. The aim of the research was to club pyrazoline nucleus with thiazolinone in order to have significantanti-inflammatory activity. The synthesized compounds were chemically characterized for the establishment of their chemical structures and to evaluate as anti-inflammatory agent. Method: In the present work, eight derivatives of substituted pyrazoline (PT1-PT8) were synthesized by a three step reaction.The compounds were subjected to spectral analysis by Infrared, Mass and Nuclear magnetic resonance spectroscopy and elemental analysis data. All the synthesized were evaluated for their in vivo anti-inflammatory activity. The synthesized derivatives were evaluated for their affinity towards target COX-1 and COX-2, using indomethacin as the reference compound molecular docking visualization through AutoDock Vina. Results: Compounds PT-1, PT-3, PT-4 and PT-8 exhibited significant anti-inflammatory activity at 3rd hour being 50.7%, 54.3%, 52.3% and 57% respectively closer to that of the standard drug indomethacin (61.9%).From selected anti-inflammatory targets, the synthesized derivatives exhibited better interaction with COX-1 and COX-2 receptor, where indomethacin showed docking score of -6.5 kJ/mol, compound PT-1 exhibited highest docking score of -9.1 kJ/mol for COX-1 and compound PT-8 having docking score of 9.4 kJ/mol for COX-2. Conclusion: It was concluded that synthesized derivatives have more interaction with COX-2 receptors in comparison to the COX-1 receptors because the docking score with COX-2 receptors were very good. It is concluded that the synthesized derivatives (PT-1 to PT-8) are potent COX-2 inhibitors.

In Silico Appraisal, Synthesis, Antibacterial Screening and DNA Cleavage for 1,2,5-thiadiazole Derivative

2019 ◽  
Vol 15 (5) ◽  
pp. 445-455 ◽  
Author(s):  
Suraj N. Mali ◽  
Sudhir Sawant ◽  
Hemchandra K. Chaudhari ◽  
Mustapha C. Mandewale
Keyword(s):  
Molecular Docking ◽  
Dna Cleavage ◽  
In Silico ◽  
Oral Absorption ◽  
Inhibition Mechanism ◽  
Hydrogen Binding ◽  
Docking Score ◽  
Antibacterial Screening ◽  
Mycobacteria Tuberculosis

Background: : Thiadiazole not only acts as “hydrogen binding domain” and “two-electron donor system” but also as constrained pharmacophore. Methods:: The maleate salt of 2-((2-hydroxy-3-((4-morpholino-1, 2,5-thiadiazol-3-yl) oxy) propyl) amino)- 2-methylpropan-1-ol (TML-Hydroxy)(4) has been synthesized. This methodology involves preparation of 4-morpholino-1, 2,5-thiadiazol-3-ol by hydroxylation of 4-(4-chloro-1, 2,5-thiadiazol-3-yl) morpholine followed by condensation with 2-(chloromethyl) oxirane to afford 4-(4-(oxiran-2-ylmethoxy)-1,2,5-thiadiazol- 3-yl) morpholine. Oxirane ring of this compound was opened by treating with 2-amino-2-methyl propan-1- ol to afford the target compound TML-Hydroxy. Structures of the synthesized compounds have been elucidated by NMR, MASS, FTIR spectroscopy. Results: : The DSC study clearly showed that the compound 4-maleate salt is crystalline in nature. In vitro antibacterial inhibition and little potential for DNA cleavage of the compound 4 were explored. We extended our study to explore the inhibition mechanism by conducting molecular docking, ADMET and molecular dynamics analysis by using Schrödinger. The molecular docking for compound 4 showed better interactions with target 3IVX with docking score of -8.508 kcal/mol with respect to standard ciprofloxacin (docking score= -3.879 kcal/mol). TML-Hydroxy was obtained in silico as non-carcinogenic and non-AMES toxic with good percent human oral absorption profile (69.639%). TML-Hydroxy showed the moderate inhibition against Mycobacteria tuberculosis with MIC 25.00 μg/mL as well as moderate inhibition against S. aureus, Bacillus sps, K. Pneumoniae and E. coli species. Conclusion: : In view of the importance of the 1,2,5-thiadiazole moiety involved, this study would pave the way for future development of more effective analogs for applications in medicinal field.

Ligand based Drug Design of New Heterocyclic Imines of GABA Analogues: A Molecular Docking Approach for the Discovery of New GABA-AT Inhibitors

2017 ◽  
Vol 17 (1) ◽  
pp. 58-63 ◽  
Author(s):  
Bijo Mathew ◽  
Githa Mathew ◽  
Jerad Suresh ◽  
Dhasthakeer Usman ◽  
Puthucode Subramanyan ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Drug Design ◽  
Docking Approach ◽  
Gaba Analogues
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