scholarly journals Molecular Docking Studies of SARS-Cov-2 Mainprotease Potential Inhibitors

2020 ◽  
Author(s):  
Wiji Utami ◽  
Ika Nur Fitriani ◽  
H A Aziz ◽  
Tanti Tanti ◽  
Pugoh Santoso
Keyword(s):  
Molecular Docking ◽  
Docking Studies ◽  
Lipinski’S Rule ◽  
Discovery Studio ◽  
Inflammatory Agent ◽  
Docking Calculation ◽  
Fields Of Study ◽  
Calculation Results ◽  
Pass Online ◽  
Potential Inhibitors

Abstract BACKGROUND : SARS-Cov-2 causes an coronavirus disease 2019 (COVID-19), and the vaccines or drugs of this disease have not been found to inhibit this replication of the virus. Researchers are engaged in all fields of study to discover new potential inhibitors. This study aimed to compute the binding energy (BE) and interactions between the new potential inhibitors and the SARS-Cov-2 Mainprotease (Mpro).METHODS: In this study, we docked between twenty-seven patented drugs and the Mpro receptor (PDB ID: 6W63). The molecular docking calculation was performed using AutoDock Tools 1.5.6. software. Moreover, the information about the biological activity of ligands was calculated using the PASS online server. The result of the calculation was then analyzed and visualized using Biovia Discovery Studio Visualizer. Further calculation, such as the ligand-protein interaction using STITCH database and Lipinski’s rule five were employed in this research.RESULTS: The molecular docking calculation results showed that nelfinavir was strongly bound to Mpro with BE of -9,51 kcal/mol, followed by lopinavir, vitamin D, ritonavir, and dexamethasone. From these ligands, we considered dexamethasone because this ligand works as an anti-inflammatory agent. CONCLUSIONS: Following the calculation, nelfinavir, lopinavir, and dexamethasone are proposed as a potential inhibitor of the Mpro receptor, but there is a need for further investigation.

scholarly journals MOLECULAR DOCKING STUDIES ON SCREENING AND ASSESSMENT OF SELECTED BIOFLAVONOIDS AS POTENTIAL INHIBITORS OF COVID-19 MAIN PROTEASE

2020 ◽  
pp. 174-178
Author(s):  
SHAILENDRA SANJAY SURYAWANSHI ◽  
POOJA BHAVAKANA JAYANNACHE ◽  
RAJKUMAR SANJAY PATIL ◽  
PALLED MS ◽  
ALEGAON SG
Keyword(s):  
Molecular Docking ◽  
Treatment Options ◽  
Docking Studies ◽  
Binding Energies ◽  
Molecular Docking Studies ◽  
Discovery Studio ◽  
Main Protease ◽  
Potential Inhibitors ◽  
Binding Energy Calculations ◽  
Native Ligand

Objectives: The objective of the study was to screen and assess the selected bioactive bioflavonoids in medicinal plants as potential coronaviruses (CoV) main protease (Mpro) inhibitors using molecular docking studies. Methods: We have investigated several bioflavonoids which include apigenin, galangin, glycitein, luteolin, morin, naringin, resveratrol, and rutin. Nelfinavir and lopinavir were used as standard antiviral drugs for comparison. Mpro was docked with selected compounds using PyRx 0.8 and docking was analyzed by PyRx 0.8 and Biovia Discovery Studio 2019. Results: The binding energies obtained from the docking of 6LU7 with native ligand, nelfinavir, lopinavir, apigenin, galangin, glycitein, luteolin, morin, naringin, resveratrol, and rutin were found to be −7.4, −8.3, −8.0, −7.8, −7.3, −7, −7.4, −7.6, −7.8, −6.9, and −9 kcal/mol, respectively. Conclusion: From the binding energy calculations, we can conclude that nelfinavir and lopinavir may represent potential treatment options and apigenin, galangin, glycitein, luteolin, morin, naringin, resveratrol, and rutin found to possess the best inhibitors of CoV disease-19 main protease.

scholarly journals Novel inhibitors designing against the potential drug target of Plasmodium falciparum M17 Leucyl Aminopeptidase - PfM17LAP

2021 ◽  
Author(s):  
Govinda Rao Dabburu ◽  
Manish Kumar ◽  
Naidu Subbarao
Keyword(s):  
Plasmodium Falciparum ◽  
Molecular Docking ◽  
Drug Target ◽  
Docking Studies ◽  
Simulation Studies ◽  
Docking Analysis ◽  
Discovery Studio ◽  
Potential Inhibitors ◽  
Key Words Malaria ◽  
Leucyl Aminopeptidase

Abstract: Malaria is one of the major disease of concern worldwide especially in the African regions. According to the recent WHO reports, African regions share 95% of the total deaths worldwide that occurs due to malaria. Plasmodium falciparum M17 Leucyl Aminopeptidase (PfM17LAP) plays an important role in the regulation of amino acids release and for the survival of the parasite. We performed molecular docking and simulation studies to find the potential inhibitors against PfM17LAP using ChEMBL antimalarial library. Molecular docking studies and post-docking analysis revealed that molecules CHEMBL369831 and CHEMBL176888 showed better binding than the reference molecule BESTATIN. LibDock and X-SCORES of molecules BES, CHEMBL369831 and CHEMBL176888 are 130.071, 230.38, 223.56 and -8.75 Kcal/mol, -10.90 Kcal/mol, -11.05 Kcal/mol respectively. ADMET profiling of the top ten ranked molecules was done by using the Discovery Studio. Molecular dynamic studies revealed that the complex PfM17LAP-CHEMBL369831 is stable throughout the simulation. Finally, we have reported novel inhibitors which possess more binding affinity towards PfM17LAP. Key words: Malaria, M17 Leucyl Aminopeptidase, ADMET, X-SCORE

Molecular Docking Studies for Protein-Targeted Drug Development in SARS-CoV-2

2021 ◽  
Vol 18 ◽  
Author(s):  
Ahmad Dzulfikri Nurhan ◽  
Maria Apriliani Gani ◽  
Saipul Maulana ◽  
Siswandono Siswandono ◽  
Chrismawan Ardianto ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Binding Energy ◽  
Docking Studies ◽  
Binding Energies ◽  
Spike Glycoprotein ◽  
Protein Targets ◽  
Lipinski’S Rule ◽  
Global Pandemic ◽  
Potential Inhibitors ◽  
3Cl Protease

Background: The SARS-CoV-2/COVID-19 infection has resulted in a global pandemic and emergency. Currently, there is no therapeutic agent that has been proven to be effective and selective to deal with this pandemic. Objective: In this study, we explored and screened 401 compounds-related viruses that may inhibit one or more of the three protein targets in SARS-CoV-2 (3CL protease, RdRp, and spike glycoprotein) using in-silico approach. Methods: Lipinski's rule of five was used as an initial screening for these compounds. Ligand preparation was carried out using JChem software and Schrödinger's LigPrep module, while protein elucidation used AutoDockTools-1.5.6. Molecular docking was analyzed using AutoDockVina. Results: A total of five compounds-related viruses were obtained from each SARS-CoV-2 protein with ideal and potential binding energy as a candidate for target protein inhibitor on SARS-CoV-2. At the protein 3CL protease imatinib, TAK-981, lopinavir, mefloquine, and sitagliptin were found to be potential inhibitors of this protein. In the protein RdRp tetrandrine, relacatib, AZD7986, imatinib, and TAK-981 revealed potential as an inhibitor of this protein. At the protein spike, glycoprotein AZD7986, selinexor, imatinib, lopinavir, and ciclesonide, were found to have potential as inhibitors of these proteins. All these compounds have better binding energy than the three comparator drugs (remdesivir, chloroquine, and hydroxychloroquine). Conclusion: We have obtained several compounds-related viruses with reliable binding energies to the SARS-CoV-2 proteins and potentially better than the three comparator drugs. Furthermore, this research will pave the way for accelerating the development of Covid-19 drugs.

Combiphore (Structure and Ligand Based Pharmacophore) - Approach for the Design of GPR40 Modulators in the Management of Diabetes

2020 ◽  
Vol 17 (2) ◽  
pp. 233-247
Author(s):  
Krishna A. Gajjar ◽  
Anuradha K. Gajjar
Keyword(s):  
Molecular Docking ◽  
Structural Information ◽  
Docking Studies ◽  
Structural Motif ◽  
Roc Curve Analysis ◽  
Ligand Complex ◽  
Discovery Studio ◽  
Protein Ligand Interactions ◽  
Ligand Interactions ◽  
Pharmacophore Models

Background: Pharmacophore mapping and molecular docking can be synergistically integrated to improve the drug design and discovery process. A rational strategy, combiphore approach, derived from the combined study of Structure and Ligand based pharmacophore has been described to identify novel GPR40 modulators. Methods: DISCOtech module from Discovery studio was used for the generation of the Structure and Ligand based pharmacophore models which gave hydrophobic aromatic, ring aromatic and negative ionizable as essential pharmacophoric features. The generated models were validated by screening active and inactive datasets, GH scoring and ROC curve analysis. The best model was exposed as a 3D query to screen the hits from databases like GLASS (GPCR-Ligand Association), GPCR SARfari and Mini-Maybridge. Various filters were applied to retrieve the hit molecules having good drug-like properties. A known protein structure of hGPR40 (pdb: 4PHU) having TAK-875 as ligand complex was used to perform the molecular docking studies; using SYBYL-X 1.2 software. Results and Conclusion: Clustering both the models gave RMSD of 0.89. Therefore, the present approach explored the maximum features by combining both ligand and structure based pharmacophore models. A common structural motif as identified in combiphore for GPR40 modulation consists of the para-substituted phenyl propionic acid scaffold. Therefore, the combiphore approach, whereby maximum structural information (from both ligand and biological protein) is explored, gives maximum insights into the plausible protein-ligand interactions and provides potential lead candidates as exemplified in this study.

scholarly journals MOLECULAR DOCKING AND PHARMACOKINETIC PREDICTION OF HERBAL DERIVATIVES AS MALTASE-GLUCOAMYLASE INHIBITOR

2017 ◽  
Vol 10 (9) ◽  
pp. 392 ◽  
Author(s):  
Peter Juma Ochieng ◽  
Tony Sumaryada ◽  
Daniel Okun
Keyword(s):  
Molecular Docking ◽  
Surface Area ◽  
Docking Studies ◽  
Polar Surface Area ◽  
Autodock Vina ◽  
Standard Drug ◽  
Lipinski’S Rule ◽  
Structure Activity ◽  
Topological Polar Surface Area ◽  
High Binding Affinity

  Objective: To perform molecular docking and pharmacokinetic prediction of momordicoside F2, beta-sitosterol, and cis-N-feruloyltyramine herbal derivatives as maltase-glucoamylase (MGAM) inhibitors for the treatment of diabetes.Methods: The herbal derivatives and standard drug miglitol were docked differently onto MGAM receptor using AutoDock Vina software. In addition, Lipinski’s rule, drug-likeness, and absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties were analyzed using Molinspiration, ADMET structure–activity relationship, and prediction of activity spectra for substances online tools.Results: Docking studies reveal that momordicoside F2, beta-sitosterol, and cis-N-feruloyltyramine derivatives have high binding affinity to the MGAM receptor (−7.8, −6.8, and −6.5 Kcal/Mol, respectively) as compared to standard drug miglitol (−5.3 Kcal/Mol). In addition, all the herbal derivatives indicate good bioavailability (topological polar surface area <140 Ȧ and Nrot <10) without toxicity or mutagenic effects.Conclusion: The molecular docking and pharmacokinetic information of herbal derivatives obtained in this study can be utilized to develop novel MGAM inhibitors having antidiabetic potential with better pharmacokinetic and pharmacodynamics profile.

scholarly journals Molecular Docking Studies of Flavonoids from Andrographis paniculata as Potential Acetylcholinesterase, Butyrylcholinesterase and Monoamine Oxidase Inhibitors Towards the Treatment of Neurodegenerative Diseases

2020 ◽  
Vol 11 (3) ◽  
pp. 9871-9879
Keyword(s):  
Molecular Docking ◽  
Monoamine Oxidase ◽  
Neurodegenerative Diseases ◽  
Docking Studies ◽  
Monoamine Oxidase Inhibitors ◽  
Andrographis Paniculata ◽  
Lipinski’S Rule ◽  
Bioinformatic Tools ◽  
Pubchem Database ◽  
Lipinski’S Rule Of Five

Neurodegenerative diseases have been characterized by loss of neuron structures as well as their functions. This study was designed to assess molecular docking of flavonoids from Andrographis paniculata as potential acetylcholinesterase, butyrylcholinesterase, and monoamine oxidase inhibitors in the treatment of neurodegenerative diseases. Eight identified possible inhibitors of acetylcholinesterase, butyrylcholinesterase, and monoamine oxidase from Andrographis paniculata were retrieved from the PubChem database. The molecular docking, ADMET, and Lipinski’s rule of five were examined using different bioinformatic tools. It was shown that only rutin has the highest binding affinity (-12.6 kcal/mol) than the standard used. ADMET results demonstrated that all the eight compounds are druggable candidates except rutin. Also, only tangeritin has a blood-brain barrier (BBB) permeation potential. Hence, it can be deduced that all flavonoid compounds from Andrographis paniculata are orally druggable, which can make them useful in the treatment of neurodegenerative diseases better than donepezil.

Structure-Based Docking Studies of GLUT4 Towards Exploring Selected Phytochemicals from Solanum xanthocarpum as a Therapeutic Target for the Treatment of Cancer

2019 ◽  
Vol 16 (4) ◽  
pp. 406-416 ◽  
Author(s):  
Babatunji Emmanuel Oyinloye ◽  
Tayo Alex Adekiya ◽  
Raphael Taiwo Aruleba ◽  
Oluwafemi Adeleke Ojo ◽  
Basiru Olaitan Ajiboye
Keyword(s):  
Glucose Transporter ◽  
Environmental Influence ◽  
Glucose Consumption ◽  
Docking Studies ◽  
The Body ◽  
Lipinski’S Rule ◽  
Pubchem Database ◽  
Potential Inhibitors ◽  
Cancerous Cells ◽  
Solanum Xanthocarpum

Background: In recent years, there has been an exponential increase in the global burden of cancer which has been associated with several factors including environmental influence, aging, diet, infectious agents, hormonal imbalance and chronic inflammation, among others. Cancerous cells utilize more glucose for its proliferation and survival than normal cells. Thus, the regulation of glucose consumption of cancerous cells through the inhibition of glucose transporter-4-protein (GLUT4) encoded by solute carrier family-2-member-4-gene (Slc2a4) by selected phytochemicals from Solanum xanthocarpum may serve as a new therapeutic candidate for the treatment of cancer. Methods: The seven identified potential inhibitors of GLUT4 from Solanum xanthocarpum were retrieved from PubChem database. Examination of their drug-likeness, toxicity prediction and molecular docking studies of these compounds with GLUT4 were carried out using online tools such as Molinspiration, PreADMET V.2.0 and Patchdock server. Results: The findings revealed that, five out of the seven compounds fulfil oral drugability of Lipinski’s rule of five (RO5) while two slightly meet the criteria of RO5. Conversely, five of the compounds are predicted to be mutagen while the remaining two are predicted to be safe for the body. Additionally, stigmasterol glucoside has higher binding-affinity (7590) with GLUT4 when compared to doxorubicin (6600) the control. Conclusion: These findings suggest that stigmasterol glucoside from Solanum xanthocarpum could be a promising therapeutic agent with better therapeutic efficacy than doxorubicin in the treatment of cancer via the inhibition of GLUT4.

scholarly journals AN IN SILICO STUDY OF NARINGENIN-MEDIATED NEUROPROTECTION IN PARKINSON’S DISEASE

2017 ◽  
Vol 10 (8) ◽  
pp. 171
Author(s):  
Saurabh Kumar Jha ◽  
Pravir Kumar
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Molecular Docking ◽  
In Silico ◽  
E3 Ligase ◽  
Docking Studies ◽  
Dimensional Structure ◽  
Molecular Docking Studies ◽  
Lipinski’S Rule ◽  
Ubiquitin E3 Ligase

  Objective: Naringenin is a dietary biomolecule with broad spectrum of activities which protects neurons from various neurotoxic insults and improves cognition and motor function in neurodegenerative diseases. DJ-1 has both, ubiquitin E3 ligase as well as chaperonic activity, and loss of ubiquitin E3 ligase activity of DJ-1 has been found to be associated with familial Parkinson’s disease (PD). Naringenin induced E3 ligase activity of DJ-1 which can have possible clinical relevance in PD.Methods: Various in silico parameters such as phylogenetic analysis, homology modeling, active site prediction, and molecular docking studies using AutoDock 4.2.1 and LIGPLOT1.4.5 were carried out.Results: Three-dimensional structure of DJ-1 was generated and Ramachandran plot was obtained for quality assessment. RAMPAGE displayed 99.5% of residues in the most favored regions. 0% residues in additionally allowed and 0.5% disallowed regions of DJ-1 protein. Further, initial screenings of the molecules were done based on Lipinski’s rule of five. CastP server used to predict the ligand binding site suggests that this protein can be utilized as a potential drug target. Finally, we have found naringenin to be most effective among four biomolecules in modulating DJ-1 based on minimum inhibition constant, Ki, and highest negative free energy of binding with maximum interacting surface area in the course of docking studies.Conclusion: Our study suggests that based on different in silico parameters and molecular docking studies, naringenin can provide a new avenue for PD therapeutics.

scholarly journals MOLECULAR DOCKING STUDIES AND BIOACTIVITY OF VARIOUS BENZILIC ACIDS AND ITS ANALOGS

2018 ◽  
Vol 11 (8) ◽  
pp. 463
Author(s):  
Sudha R ◽  
Charles C Kanakam ◽  
Nithya G
Keyword(s):  
Antioxidant Activity ◽  
Molecular Docking ◽  
Cell Growth ◽  
Docking Studies ◽  
Molecular Docking Studies ◽  
Discovery Studio ◽  
Docking Program ◽  
Potential Activity ◽  
Further Development ◽  
Antibacterial And Antioxidant Activity

Objective: Various benzilic acids and its analogs have been synthesized using the protocol, obtain good to exceptional yield and their biological activity, and its docking studies have been discussed.Methods: Molecular docking studies were performed by discovery studio - LibDock docking program. To determine the cytotoxic effects, we used an MTT viability assay.Results: The results showed that cell growth is significantly lower in extract treated cells compared to untreated control. The effect of inhibition of cell growth was shown in different concentration dosages for cytotoxic, antibacterial, and antioxidant activity in vitro.Conclusion: From the antibacterial results prove that the synthesized compounds showed the potential activity. These remarks may give the encouragement of further development of our research in this field. The antioxidant activity was also performed for the compound benzilic acid and its substituted analogs.

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