Nupur S. Munjal, Narendra Kumar, Manu Sharma, Chittaranjan Rout
{"title":"QSAR model development for solubility prediction of Paclitaxel","authors":"Nupur S. Munjal, Narendra Kumar, Manu Sharma, Chittaranjan Rout","doi":"10.1109/BSB.2016.7552139","DOIUrl":null,"url":null,"abstract":"QSAR model for the prediction of solubility of Paclitaxel derivatives has been developed by using the statistical methods. Geometry optimization has been done at PM6 on Gaussian software. Non-linear multi-colinearity regression analysis was performed and a QSAR model was obtained with R2 of 0.729 and RMSE of 1.96.","PeriodicalId":363820,"journal":{"name":"2016 International Conference on Bioinformatics and Systems Biology (BSB)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Bioinformatics and Systems Biology (BSB)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BSB.2016.7552139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
QSAR model for the prediction of solubility of Paclitaxel derivatives has been developed by using the statistical methods. Geometry optimization has been done at PM6 on Gaussian software. Non-linear multi-colinearity regression analysis was performed and a QSAR model was obtained with R2 of 0.729 and RMSE of 1.96.