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Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives

Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives

Miguel Espinosa López, Vincenzo La Franca Pitarresi, Salvador Sayas Valero, Jorge Gálvez, Ramón García-Domenech
Copyright: © 2013 |Volume: 3 |Issue: 2 |Pages: 11
ISSN: 2155-4110|EISSN: 2155-4129|EISBN13: 9781466633629|DOI: 10.4018/ijcce.2013070104
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MLA

López, Miguel Espinosa, et al. "Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives." IJCCE vol.3, no.2 2013: pp.64-74. http://doi.org/10.4018/ijcce.2013070104

APA

López, M. E., Pitarresi, V. L., Valero, S. S., Gálvez, J., & García-Domenech, R. (2013). Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives. International Journal of Chemoinformatics and Chemical Engineering (IJCCE), 3(2), 64-74. http://doi.org/10.4018/ijcce.2013070104

Chicago

López, Miguel Espinosa, et al. "Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives," International Journal of Chemoinformatics and Chemical Engineering (IJCCE) 3, no.2: 64-74. http://doi.org/10.4018/ijcce.2013070104

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Abstract

In this study molecular topology based QSAR has been applied to predict the reaction yield and anticancer activity of 18 imidazole and guanidine derivatives. Four properties were evaluated, namely reaction yield, anti prostatic-cancer activity, anti breast-cancer activity and anti lung-cancer activity. The four models have been validated by both internal and cross validation, and also by randomness tests. The results obtained are in full agreement with the experimental results and confirm the precision, accuracy and robustness of the method followed. After carrying out a virtual screening upon such models, new imidazole and guanidine derivatives with potential anticancer activity are proposed.

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