Simple graph-theoretical model for flavonoid binding to P-glycoprotein / Jednostavan graf-teorijski model vezivanja flavonoida za P-glikoprotein / Jednostavan graf-teorijski model vezivanja flavonoida za P-glikoprotein
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15 abr 2016
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Publicado en línea: 15 abr 2016
Páginas: 55 - 60
Recibido: 01 feb 2016
Aceptado: 01 mar 2016
DOI: https://doi.org/10.1515/aiht-2016-67-2779
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© Institute for Medical Research and Occupational Health
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Three sets of flavonoid derivatives (N=32, 40, and 74) and logarithms of their dissociation constants (log Kd) that describe flavonoid affinity toward P-glycoprotein were modelled using six connectivity indices. The best results were obtained with the zero-order valence molecular connectivity index (0χv) for all three sets. Standard errors of the calibration models were around 0.3, and of the constants from the test sets even a little lower, 0.22 and 0.24. Despite using only one descriptor, our model proved better in internal (cross-validation) and especially in external (test set) statistics than much more demanding methods used in previous 3D QSAR modelling.