4.7 Article

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

Journal

MOLECULAR PHARMACEUTICS
Volume 18, Issue 9, Pages 3439-3451

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.molpharmaceut.1c00353

Keywords

stable coamorphous pharmaceuticals; glass transition temperature; activity coefficient model

Funding

  1. National Science Foundation [DMR-2004960, CMMI-1662046]

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By using activity coefficient models and fitting parameters related to binary interactions, the synergistic elevations and inflections in Tg versus composition response of coamorphous pharmaceuticals can be successfully described.
The glass transition temperature (T-g) 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 T-g strongly impact stability against crystallization, dissolution kinetics, and bioavailability. Current models that describe the composition dependence of T-g 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.CP and.a. 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.CP and fitting parameters related to the binary interactions, successfully describe observed synergistic elevations and inflections in the Tg 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.

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