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Prediction of anticancer property of bowsellic acid derivatives by quantitative structure activity relationship
Raghunath Satpathy1, R K Guru1, R Behera1
1Department of Biotechnology, MIRC Lab, MITS Engineering College, Rayagada, Odisha, India.
Context:
Boswellic acid consists of a series of pentacyclic triterpene molecules that are produced by the plant Boswellia serrata. The potential applications of Bowsellic acid for treatment of cancer have been focused here.
Aims:
To predict the property of the bowsellic acid derivatives as anticancer compounds by various computational approaches.
Materials And Methods:
In this work, all total 65 derivatives of bowsellic acids from the PubChem database were considered for the study. After energy minimization of the ligands various types of molecular descriptors were computed and corresponding two-dimensional quantitative structure activity relationship (QSAR) models were obtained by taking Andrews coefficient as the dependent variable.
Statistical Analysis Used:
Different types of comparative analysis were used for QSAR study are multiple linear regression, partial least squares, support vector machines and artificial neural network.
Results:
From the study geometrical descriptors shows the highest correlation coefficient, which indicates the binding factor of the compound. To evaluate the anticancer property molecular docking study of six selected ligands based on Andrews affinity were performed with nuclear factor-kappa protein kinase (Protein Data Bank ID 4G3D), which is an established therapeutic target for cancers. Along with QSAR study and docking result, it was predicted that bowsellic acid can also be treated as a potential anticancer compound.
Conclusions:
Along with QSAR study and docking result, it was predicted that bowsellic acid can also be treated as a potential anticancer compound.
