Jorge, Elizabeth GoyaRayar, Anita MariaBarigye, Stephen JonesRodríguez, María Elisa JorgeVeitía, Maite Sylla Iyarreta2023-02-092023-02-092015Jorge, E. G., Rayar, A. M., Barigye, S. J., & Jorge, M. E. (2015). DPPH• Free Radical Scavenging Activity of Coumarin Derivatives. In silico and in vitro Approach.https://nru.uncst.go.ug/handle/123456789/7704The interest of coumarins as antioxidant agents has attracted much attention in recent years. A quantitative structure-activity relationship (QSAR) study of the DPPH• (2,2-diphenyl-lpicrylhydrazyl) radical scavenging ability of chemical compounds, based on the 0-3D DRAGON molecular descriptors and an artificial neural networks (ANN) technique was developed. The built mathematical model showed a correlation coefficient for the training set (R2) = 0.71, an external correlation coefficient (𝑄𝑒𝑥𝑡 2) = 0.65 and it was used to predict the antioxidant activity of 4-hydroxycoumarin derivatives. Besides, an experimental in vitro assay was developed for the reference compound of this group (4-hydroxycoumarin) and the results obtained confirmed the predictions made by the ANN.encoumarinartificial neural networksantioxidantQSARPresentation