QSAR Study of Diarylpyridazine Derivatives as Anti-HIV Agents Using Density Functional Theory
Journal: International Journal of Science and Research (IJSR) (Vol.3, No. 11)Publication Date: 2014-11-05
Authors : N. Madadi Mahani; F. Sabermahani;
Page : 2628-2633
Keywords : Biological activity; Drug design; QSAR; Regression analysis; Diarylpyridazine DAPD derivatives;
Abstract
Quantitative structure activity relationship (QSAR) analysis was applied for 36 of the diarylpyridazine derivatives using a combination of various physicochemical, electronic, and structural molecular descriptors obtained by Density Functional Theory (DFT) method by employing Beckes three-parameter hybrid functional (B3LYP) and 6-31G (d) basis set. By using the multiple linear regression (MLR) technique, several QSAR models have been drown up with the help of these calculated descriptors and the anti-HIV activity of the diarylpyridazine derivatives. The stepwise regression method was used to derive the most significant models as a calibration model for predicting the pCC50 of this class of molecules. Among the obtained QSAR models, the most noticeable one was an eighteen parameter linear equation with the squared correlation coefficient R2 value of 0.966. An external set was used for confirming the predictive power of the models. High correlation between experimental and predicted cytotoxic activity (-Log CC50) values, was acquired in the validation approach that displayed the good modality of the derived QSAR models.
Other Latest Articles
- Musical Timber Assessment Using MFCCs and Total Harmonic Distortion in Matlab
- Calculation Method for Preferential Flowing Channel in Pinghu Oil Field
- Comparative Study of IR and UV-B Radiation Exposure on Germination, Biomass and Chlorophyll Content of Pisum sativum (L.)
- Bidirectional Location Privacy Protection Schemes against Internal Adversary in WSN
- Productivity and Economics of Some Soil Fertility Management Practices on Cucumber Production in Abakaliki, Southeastern Nigeria
Last modified: 2021-06-30 21:12:54