Čolović Jelena, Kalinić Marko, Vemić Ana, Erić Slavica, Malenović Anđelija
University of Belgrade - Faculty of Pharmacy, Department of Drug Analysis, Vojvode Stepe 450, Belgrade, Serbia.
University of Belgrade - Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Vojvode Stepe 450, Belgrade, Serbia.
J Chromatogr A. 2015 Dec 18;1425:150-7. doi: 10.1016/j.chroma.2015.11.027. Epub 2015 Nov 14.
The aim of this study was to systematically investigate the phenomena affecting the retention behavior of structurally diverse basic drugs in ion-interaction chromatographic systems with chaotropic additives. To this end, the influence of three factors was studied: pH value of the aqueous phase, concentration of sodium hexafluorophosphate, and content of acetonitrile in the mobile phase. Mobile phase pH was found to affect the thermodynamic equilibria in the studied system beyond its effects on the analytes' ionization state. Specifically, increasing pH from 2 to 4 led to longer retention times, even with analytes which remain completely protonated. An explanation for this phenomenon was sought by studying the adsorption behavior of acetonitrile and chaotropic additive onto stationary phase. It was shown that the magnitude of the developed surface potential, which significantly affects retention - increases with pH, and that this can be attributed to the larger surface excess of acetonitrile. To study how analytes' structural properties influence their retention, quantitative structure-retention modeling was performed next. A support vector machine regression model was developed, relating mobile phase constituents and structural descriptors with retention data. While the ETA_EtaP_B_RC and XlogP can be considered as molecular descriptors which describe factors affecting retention in any RP-HPLC system, TDB9p and RDF45p are molecular descriptors which account for spatial arrangement of polarizable atoms and they can clearly relate to analytes' behavior on the stationary phase surface, where the electrostatic potential develops. Complementarity of analytes' structure with that of the electric double layer can be seen as a key factor influencing their retention behavior. Structural diversity of analytes and good predictive capabilities over a range of experimental conditions make the established model a useful tool in predicting retention behavior in the studied chromatographic system.
本研究的目的是系统地研究在含有离液剂添加剂的离子相互作用色谱系统中,影响结构多样的碱性药物保留行为的现象。为此,研究了三个因素的影响:水相的pH值、六氟磷酸钠的浓度以及流动相中乙腈的含量。发现流动相pH值对所研究系统中的热力学平衡有影响,且这种影响超出了其对分析物电离状态的影响。具体而言,即使对于完全保持质子化的分析物,将pH从2提高到4也会导致保留时间延长。通过研究乙腈和离液剂添加剂在固定相上的吸附行为来寻求对这一现象的解释。结果表明,显著影响保留的表面电势大小随pH升高,这可归因于乙腈更大的表面过量。为了研究分析物的结构性质如何影响其保留,接下来进行了定量结构保留建模。开发了一个支持向量机回归模型,将流动相成分和结构描述符与保留数据相关联。虽然ETA_EtaP_B_RC和XlogP可被视为描述影响任何反相高效液相色谱系统中保留因素的分子描述符,但TDB9p和RDF45p是考虑可极化原子空间排列的分子描述符,它们能清晰地关联到分析物在产生静电势的固定相表面上的行为。分析物结构与双电层结构的互补性可被视为影响其保留行为的关键因素。分析物的结构多样性以及在一系列实验条件下的良好预测能力,使得所建立的模型成为预测所研究色谱系统中保留行为的有用工具。