@article{open504, volume = {10}, author = {Nitish K Mishra and Sandhya Agarwal and G.P.S. Raghava}, note = {OPEN ACCESS}, title = {Prediction of cytochrome P450 isoform responsible for metabolizing a drug molecule.}, publisher = {BIomedcentral}, journal = {BMC pharmacology}, pages = {8}, year = {2010}, url = {http://crdd.osdd.net/open/504/}, abstract = {This study demonstrates that SVM based QSAR model can predict substrate specificity of major CYP isoforms with high accuracy. These models can be used to predict isoform responsible for metabolizing a drug molecule. Thus these models can used to understand whether a molecule will be metabolized or not. This is possible to develop highly accurate models for predicting substrate specificity of major isoforms using CDK descriptors. A web server MetaPred has been developed for predicting metabolizing isoform of a drug molecule http://crdd.osdd.net/raghava/metapred/.} }