Comparative chemometric and quantitative structure-retention relationship analysis of anisotropic lipophilicity of 1-arylsuccinimide derivatives determined in high-performance thin-layer chromatography system with aprotic solvents

被引:13
|
作者
Kovacevic, Strahinja [1 ]
Banjac, Milica Karadzic [1 ]
Milosevic, Natasa [2 ]
Curcic, Jelena [2 ,3 ]
Marjanovic, Dunja [2 ]
Todorovic, Nemanja [2 ]
Krmar, Jovana [4 ]
Podunavac-Kuzmanovic, Sanja [1 ]
Banjac, Nebojsa [5 ]
Uscumlic, Gordana [6 ]
机构
[1] Univ Novi Sad, Fac Technol Novi Sad, Bulevar Cara Lazara 1, Novi Sad 21000, Serbia
[2] Univ Novi Sad, Fac Med, Dept Pharm, Hajduk Veljkova 3, Novi Sad 21000, Serbia
[3] Univ Business Acad Novi Sad, Fac Pharm Novi Sad, Trg Mladenaca 5, Novi Sad 21000, Serbia
[4] Univ Belgrade, Fac Pharm, Dept Drug Anal, Vojvode Stepe 450, Belgrade 11221, Serbia
[5] Univ Belgrade, Fac Agr, Nemanjina 6, Belgrade Zemun 11081, Serbia
[6] Univ Belgrade, Fac Technol & Met, Karnegijeva 4, Belgrade 11000, Serbia
关键词
Chemometrics; Chromatography; Lipophilicity; QSRR; Succinimide derivatives; SUCCINIMIDES; PARAMETERS; PREDICTION;
D O I
10.1016/j.chroma.2020.461439
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Numerous structurally different amides and imides including succinimide derivatives exhibit diverse bioactive potential. The development of new compounds requires rationalization in the design in order to provide structural changes that guarantee favorable physico-chemical properties, pharmacological activity and safety. In the present research, a comprehensive study with comparison of the chromatographic lipophilicity and other physico-chemical properties of five groups of 1-arylsuccinimide derivatives was conducted. The chemometric analysis of their physico-chemical properties was carried out by using unsupervised (hierarchical cluster analysis and principal component analysis) and supervised pattern recognition methods (linear discriminant analysis), while the correlations between the in silico molecular features and chromatographic lipophilicity were examined applying linear and non-linear Quantitative Structure-Retention Relationship (QSRR) approaches. The main aim of the conducted research was to determine similarities and dissimilarities among the studied 1-arylsuccinimides, to point out the molecular features which have significant influence on their lipophilicity, as well as to establish high-quality QSRR models which can be used in prediction of chromatographic lipophilicity of structurally similar 1-arylsuccinimides. This study is a continuation of analysis and determination of the physico-chemical properties of 1-arylsuccinimides which could be important guidelines in further in vitro and eventually in vivo studies of their biological potential. (C) 2020 Elsevier B.V. All rights reserved.
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页数:13
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