Journal of Enzyme Inhibition and Medicinal Chemistry · 2009 · 11 citations · 20 references
Molecular DockingBinding ConformationsMedicinal ChemistryDrug TargetBiochemistryMedicineNatural SciencesRational Drug DesignMechanism Of ActionActive SiteCa-4 AnalogsDrug DevelopmentChemical BiologyPharmacologyQuantitative Structure-activity RelationshipDrug DiscoveryDrug Analysis
A theoretical study on the binding conformations and the quantitative structure-activity relationship (QSAR) of combretastatin A4 (CA-4) analogs as inhibitors toward tubulin has been carried out using docking analysis and comparative molecular field analysis (CoMFA). The appropriate binding orientations and conformations of these compounds interacting with tubulin were revealed by the docking study; and a 3D-QSAR model showing significant statistical quality and satisfactory predictive ability was established, in which the correlation coefficient (R(2)) and cross-validation coefficient (q(2)) were 0.955 and 0.66, respectively. The same model was further applied to predict the pIC(50) values for 16 congeneric compounds as external test set, and the predictive correlation coefficient R(2)(pred) reached 0.883. Other tests on additional validations further confirmed the satisfactory predictive power of the model. In this work, it was very interesting to find that the 3D topology structure of the active site of tubulin from the docking analysis was in good agreement with the 3D-QSAR model from CoMFA for this series of compounds. Some key structural factors of the compounds responsible for cytotoxicity were reasonably presented. These theoretical results can offer useful references for understanding the action mechanism and directing the molecular design of this kind of inhibitor with improved activity.
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Richard D. Cramer, David E. Patterson, Jeffrey D. Bunce · Journal of the American Chemical Society · 1988 · 3.9K citations
Proteinlipid Interaction, Protein Assembly, Altmetric Attention Score +18
On Two Novel Parameters for Validation of Predictive QSAR Models
Partha Pratim Roy, Somnath Paul, Indrani Mitra et al. · Molecules · 2009 · 557 citations · Full text