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定量结构保留关系建模作为色谱法测定 β-环糊精包合过程稳定常数和热力学参数的潜在工具。

Quantitative structure retention relationship modeling as potential tool in chromatographic determination of stability constants and thermodynamic parameters of β-cyclodextrin complexation process.

机构信息

University of Belgrade, Faculty of Pharmacy, Department of Drug Analysis, Vojvode Stepe 450, 11 152 Belgrade, Serbia.

University of Belgrade, Faculty of Pharmacy, Department of Drug Analysis, Vojvode Stepe 450, 11 152 Belgrade, Serbia.

出版信息

J Chromatogr A. 2020 May 24;1619:460971. doi: 10.1016/j.chroma.2020.460971. Epub 2020 Feb 13.

Abstract

When cyclodextrins (CDs) are used in chromatography analytes' retention time is decreased with an increase in concentration of CD in the mobile phase. Thus complex stability constants can be determined from the change in retention time of the ligand molecule upon complexation. Since the preceding approach implies extensive and time-consuming HPLC experiments, the goal of this research was to investigate the possibility of using in silico prediction tools instead. Quantitative structure-retention relationship (QSRR) model previously developed to explain the retention behavior of risperidone, olanzapine and their structurally related impurities in β-CD modified HPLC system was applied to predict retention factor under different chromatographic conditions within the examined domains. Predicted retention factors were further used for calculation of stability constants and important thermodynamic parameters, namely standard Gibbs free energy, standard molar enthalpy and entropy, contributing to inclusion phenomenon. Unexpected prolonged retention with an increase in β-CD concentration was observed, in contrast to the employed chromatographic theory used for the calculation of the stability constants. Consequently, it led to failure in stability constants and thermodynamic parameters calculation for almost all analytes when acetonitrile content was 20% (v/v) across the investigated pH range. Moreover, ionization of investigated analytes and free stationary phase silanol groups are pH dependent, leading to minimization of secondary interactions if free silanol groups are non-ionized at pH lower than 3. In order to prove accuracy of predicted retention factors, HPLC verification experiments were performed and good agreement between predicted and experimental values was obtained, confirming the applicability of proposed in-silico tool. However, the obtained results opened some novel questions and revealed that chromatographic method is not overall applicable in calculation of stability constants and thermodynamic parameters indicating the complexity of β-CD modified systems.

摘要

当环糊精 (CDs) 用于色谱分析时,分析物的保留时间随着流动相中环糊精浓度的增加而降低。因此,可以通过配体分子络合时保留时间的变化来确定配合物的稳定常数。由于前面的方法需要进行广泛而耗时的 HPLC 实验,因此本研究的目的是研究是否可以使用计算机预测工具来代替。先前开发的用于解释 risperidone、olanzapine 及其在β-CD 修饰的 HPLC 系统中结构相关杂质保留行为的定量结构-保留关系 (QSRR) 模型,被应用于预测在所考察的范围内不同色谱条件下的保留因子。预测的保留因子进一步用于计算稳定常数和重要的热力学参数,即标准吉布斯自由能、标准摩尔焓和熵,这些参数有助于解释包合现象。与用于计算稳定常数的色谱理论相反,观察到随着β-CD 浓度的增加而出现出乎意料的保留延长。因此,当整个考察的 pH 范围内乙腈含量为 20%(v/v)时,几乎所有分析物的稳定常数和热力学参数的计算都失败了。此外,分析物的离解和游离固定相硅醇基团都是 pH 依赖的,如果游离硅醇基团在 pH 低于 3 时未离解,则会导致次级相互作用最小化。为了证明预测保留因子的准确性,进行了 HPLC 验证实验,并获得了预测值与实验值之间的良好一致性,从而证实了所提出的计算机工具的适用性。然而,所得到的结果提出了一些新的问题,并揭示了色谱方法在计算稳定常数和热力学参数方面并非完全适用,这表明β-CD 修饰系统的复杂性。

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