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1.
Phytochem Anal ; 28(3): 230-241, 2017 May.
Article in English | MEDLINE | ID: mdl-28008675

ABSTRACT

INTRODUCTION: ß-Tubulin is an important target for the binding of anti-cancer drugs, in particular, paclitaxel (taxol), vinblastine and epothilone. However, mutations in ß-tubulin structure give resistance to chemotherapeutic agents. Notably, mutations at R306C, F270 V, L217R, L228F, A185T and A248V positions in ß-tubulin give high resistance for paclitaxel binding. OBJECTIVE: To discover novel inhibitors of ß-tubulin from natural sources, particularly alkaloids, using a virtual screening approach. METHODOLOGY: A virtual screening approach was employed to find potent lead molecules from the Naturally-occurring Plant-based Anti-cancer Compound-activity Target (NPACT) database. Alkaloids have great potential to be anti-cancer agents. Therefore, we have screened all alkaloids from a total of 1574 molecules from the NPACT database for our study. Initially, Molinspiration and DataWarrior programs were utilised to calculate pharmacokinetics and toxicity risks of the alkaloids, respectively. Subsequently, AutoDock algorithm was employed to understand the binding efficiency of alkaloids against ß-tubulin. The binding affinity of the docked complex was confirmed by means of an intermolecular interaction study. Moreover, oral toxicity was predicted by using ProTox program. Further, metabolising capacity of drugs was studied by using SmartCYP software. Additionally, scaffold analysis was done with the help of scaffold trees and dendrograms, providing knowledge about the building blocks for parent-compound synthesis. RESULTS: Overall, the results of our computational analysis indicate that isostrychnine, obtained from Strychnosnux-vomica, satisfies pharmacokinetic and bioavailability properties, binds efficiently with ß-tubulin. Thus, it could be a promising lead for the treatment of paclitaxel resistant cancer types. CONCLUSION: This is the first observation of inhibitory activity of isostrychnine against ß-tubulin and warrants further experimental investigation. Copyright © 2016 John Wiley & Sons, Ltd.


Subject(s)
Alkaloids/pharmacology , Drug Screening Assays, Antitumor/methods , Phytochemicals/pharmacology , Tubulin Modulators/chemistry , Tubulin Modulators/pharmacology , Administration, Oral , Biological Availability , Databases, Chemical , Humans , Molecular Docking Simulation , Phytochemicals/chemistry , Plants/chemistry , Strychnine/chemistry , Strychnine/pharmacology , Strychnos nux-vomica/chemistry , Toxicity Tests , User-Computer Interface
2.
Sci Rep ; 6: 30106, 2016 07 29.
Article in English | MEDLINE | ID: mdl-27471101

ABSTRACT

Artemisinin resistance in Plasmodium falciparum threatens global efforts in the elimination or eradication of malaria. Several studies have associated mutations in the PfATP6 gene in conjunction with artemisinin resistance, but the underlying molecular mechanism of the resistance remains unexplored. Associated mutations act as a biomarker to measure the artemisinin efficacy. In the proposed work, we have analyzed the binding affinity and efficacy between PfATP6 and artemisinin in the presence of L263D, L263E and L263K mutations. Furthermore, we performed virtual screening to identify potential compounds to inhibit the PfATP6 mutant proteins. In this study, we observed that artemisinin binding affinity with PfATP6 gets affected by L263D, L263E and L263K mutations. This in silico elucidation of artemisinin resistance enhanced the identification of novel compounds (CID: 10595058 and 10625452) which showed good binding affinity and efficacy with L263D, L263E and L263K mutant proteins in molecular docking and molecular dynamics simulations studies. Owing to the high propensity of the parasite to drug resistance the need for new antimalarial drugs will persist until the malarial parasites are eventually eradicated. The two compounds identified in this study can be tested in in vitro and in vivo experiments as possible candidates for the designing of new potential antimalarial drugs.


Subject(s)
Antimalarials/pharmacology , Artemisinins/pharmacology , Calcium-Transporting ATPases/genetics , Drug Resistance/drug effects , Drug Resistance/genetics , Malaria, Falciparum/drug therapy , Mutation/drug effects , Humans , Molecular Docking Simulation/methods , Mutant Proteins/genetics , Mutation/genetics , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Protein Binding/drug effects , Protein Binding/genetics
3.
PLoS One ; 10(8): e0133969, 2015.
Article in English | MEDLINE | ID: mdl-26252490

ABSTRACT

The cyclin-dependent kinase 4 (CDK4)-cyclin D1 complex plays a crucial role in the transition from the G1 phase to S phase of the cell cycle. Among the CDKs, CDK4 is one of the genes most frequently affected by somatic genetic variations that are associated with various forms of cancer. Thus, because the abnormal function of the CDK4-cyclin D1 protein complex might play a vital role in causing cancer, CDK4 can be considered a genetically validated therapeutic target. In this study, we used a systematic, integrated computational approach to identify deleterious nsSNPs and predict their effects on protein-protein (CDK4-cyclin D1) and protein-ligand (CDK4-flavopiridol) interactions. This analysis resulted in the identification of possible inhibitors of mutant CDK4 proteins that bind the conformations induced by deleterious nsSNPs. Using computational prediction methods, we identified five nsSNPs as highly deleterious: R24C, Y180H, A205T, R210P, and R246C. From molecular docking and molecular dynamic studies, we observed that these deleterious nsSNPs affected CDK4-cyclin D1 and CDK4-flavopiridol interactions. Furthermore, in a virtual screening approach, the drug 5_7_DIHYDROXY_ 2_ (3_4_5_TRI HYDROXYPHENYL) _4H_CHROMEN_ 4_ONE displayed good binding affinity for proteins with the mutations R24C or R246C, the drug diosmin displayed good binding affinity for the protein with the mutation Y180H, and the drug rutin displayed good binding affinity for proteins with the mutations A205T and R210P. Overall, this computational investigation of the CDK4 gene highlights the link between genetic variation and biological phenomena in human cancer and aids in the discovery of molecularly targeted therapies for personalized treatment.


Subject(s)
Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 4/genetics , Molecular Dynamics Simulation , Mutation/genetics , Cyclin D1/metabolism , Cyclin-Dependent Kinase 4/chemistry , Drug Evaluation, Preclinical , Flavonoids/chemistry , Flavonoids/pharmacology , Humans , Hydrogen Bonding , Mutant Proteins/chemistry , Piperidines/chemistry , Piperidines/pharmacology , Polymorphism, Single Nucleotide/genetics , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Structure, Secondary , Software , Thermodynamics
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