Chromatographic lipophilicity as a predictor of antiproliferative activity of 17-picolyl and 17-picolinylidene androstane derivatives toward prostate cancer
Author(s) -
Strаhinjа Kоvаčеvić,
Sanja Podunavac-Kuzmаnоvić,
Lidija R. Jevrić,
Evgenija A. Djurendić,
Jovana J. Ajduković,
Pavle Jovanov
Publication year - 2015
Publication title -
acta periodica technologica
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.134
H-Index - 15
eISSN - 2406-095X
pISSN - 1450-7188
DOI - 10.2298/apt1546239k
Subject(s) - lipophilicity , androstane , chemistry , chromatography , prostate cancer , quantitative structure–activity relationship , prostate , cancer , medicine , stereochemistry
The present study describes the quantitative retention - (anticancer) activity relationship analysis of a series of 17-picolyl and 17-picolinylidene androstane derivatives based on the chromatographic data obtained by reversed-phase high performance liquid chromatography (C18-RP-HPLC) in a mobile phase consisting of 90% of methanol and 10% of water. The obtained retention factor or chromatographic lipophilicity factor (logk0.90) was correlated with the antiproliferative activity of studied compounds (IC50) toward androgen-receptor negative prostate cancer cell line (AR-neg. PC-3). Correlation analysis was carried out by applying non-linear artificial neural networks (ANNs) method. Statistical validation showed that the obtained ANNs can successfully predict the IC50 values of structurally similar androstane derivatives
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