Determination and importance of temperature dependence of retention coefficient (RPHPLC) in QSAR model of nitrazepams' partition coefficient in bile acid micelles.
Linear dependence between temperature (t) and retention coefficient (k, reversed phase HPLC) of bile acids is obtained. Parameters (a, intercept and b, slope) of the linear function k=f(t) highly correlate with bile acids' structures. Investigated bile acids form linear congeneric groups on a principal component (calculated from k=f(t)) score plot that are in accordance with conformations of the hydroxyl and oxo groups in a bile acid steroid skeleton. Partition coefficient (K(p)) of nitrazepam in bile acids' micelles is investigated. Nitrazepam molecules incorporated in micelles show modified bioavailability (depo effect, higher permeability, etc.). Using multiple linear regression method QSAR models of nitrazepams' partition coefficient, K(p) are derived on the temperatures of 25°C and 37°C. For deriving linear regression models on both temperatures experimentally obtained lipophilicity parameters are included (PC1 from data k=f(t)) and in silico descriptors of the shape of a molecule while on the higher temperature molecular polarisation is introduced. This indicates the fact that the incorporation mechanism of nitrazepam in BA micelles changes on the higher temperatures. QSAR models are derived using partial least squares method as well. Experimental parameters k=f(t) are shown to be significant predictive variables. Both QSAR models are validated using cross validation and internal validation method. PLS models have slightly higher predictive capability than MLR models.
Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia. mihaljp@uns.ac.rs
Mihalj
M
Posa
Ana
A
Pilipović
Mladena
M
Lalić
Jovan
J
Popović
D001647:Bile Acids and Salts / Q000737:chemistry*; D002851:Chromatography, High Pressure Liquid / Q000379:methods; D008823:Micelles; D015394:Molecular Structure; D009567:Nitrazepam / Q000737:chemistry*; D021281:Quantitative Structure-Activity Relationship; D013696:Temperature
D001647:Bile Acids and Salts; D008823:Micelles; D009567:Nitrazepam