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使用活度系数模型预测共无定形分子玻璃的协同玻璃化转变温度。

Prediction of the Synergistic Glass Transition Temperature of Coamorphous Molecular Glasses Using Activity Coefficient Models.

机构信息

Department of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409, United States.

Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States.

出版信息

Mol Pharm. 2021 Sep 6;18(9):3439-3451. doi: 10.1021/acs.molpharmaceut.1c00353. Epub 2021 Jul 27.

Abstract

The glass transition temperature () of a binary miscible mixture of molecular glasses, termed a coamorphous glass, is often synergistically increased over that expected for an athermal mixture due to the strong interactions between the two components. This synergistic interaction is particularly important for the formulation of coamorphous pharmaceuticals since the molecular interactions and resulting strongly impact stability against crystallization, dissolution kinetics, and bioavailability. Current models that describe the composition dependence of for binary systems, including the Gordon-Taylor, Fox, Kwei, and Braun-Kovacs equations, fail to describe the behavior of coamorphous pharmaceuticals using parameters consistent with experimental Δ and Δα. Here, we develop a robust thermodynamic approach extending the Couchman and Karasz method through the use of activity coefficient models, including the two-parameter Margules, non-random-two-liquid (NRTL), and three-suffix Redlich-Kister models. We find that the models, using experimental values of Δ and fitting parameters related to the binary interactions, successfully describe observed synergistic elevations and inflections in the versus composition response of coamorphous pharmaceuticals. Moreover, the predictions from the NRTL model are improved when the association-NRTL version of that model is used. Results are reported and discussed for four different coamorphous systems: indomethacin-glibenclamide, indomethacin-arginine, acetaminophen-indomethacin, and fenretinide-cholic acid.

摘要

无定形共混物玻璃(称为共无定形玻璃)是两种分子玻璃的二元混溶性混合物,其玻璃化转变温度()通常会协同升高,超过非热混合物的预期值,这是由于两种成分之间的强相互作用所致。这种协同相互作用对于共无定形药物的配方尤为重要,因为分子相互作用和由此产生的相互作用强烈影响稳定性对结晶、溶解动力学和生物利用度的影响。当前描述二元体系组成依赖性的模型,包括 Gordon-Taylor、Fox、Kwei 和 Braun-Kovacs 方程,无法使用与实验Δ和Δα一致的参数来描述共无定形药物的行为。在这里,我们通过使用活度系数模型(包括双参数 Margules、非随机两液相(NRTL)和三后缀 Redlich-Kister 模型)扩展 Couchman 和 Karasz 方法,开发了一种稳健的热力学方法。我们发现,这些模型使用实验值的Δ和与二元相互作用相关的拟合参数,成功描述了共无定形药物的协同升高和转折点在组成响应中的观察到的协同升高和转折点。此外,当使用该模型的缔合-NRTL 版本时,NRTL 模型的预测得到了改善。报告并讨论了四个不同的共无定形系统:吲哚美辛-格列本脲、吲哚美辛-精氨酸、对乙酰氨基酚-吲哚美辛和芬维 A 酸-胆酸。

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