Drug−Polymer−Water Interaction and Its Implication for the
Dissolution Performance of Amorphous Solid Dispersions
Yuejie Chen,
†
Chengyu Liu,
†
Zhen Chen,
†
Ching Su,
‡
Michael Hageman,
‡
Munir Hussain,
§
Roy Haskell,
∥
Kevin Stefanski,
‡
and Feng Qian*
,†
†
Department of Pharmacology and Pharmaceutical Sciences, School of Medicine, and Collaborative Innovation Center for Diagnosis
and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China
‡
Pharmaceutical Candidate Optimization, Bristol-Myers Squibb Company, Lawrenceville, New Jersey 08648, United States
§
Drug Product Science and Technology, Bristol-Myers Squibb Company, New Brunswick, New Jersey 08903, United States
∥
Pharmaceutical Candidate Optimization, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492, United States
ABSTRACT: The in vitro dissolution mechanism of an
amorphous solid dispersion (ASD) remains elusive and highly
individualized, yet rational design of ASDs with optimal
performance and prediction of their in vitro/in vivo perform-
ance are very much desirable in the pharmaceutical industry.
To this end, we carried out comprehensive investigation of
various ASD systems of griseofulvin, felodipine, and
ketoconazole, in PVP-VA or HPMC-AS at different drug
loading. Physiochemical properties and processes related to drug−polymer−water interaction, including the drug crystallization
tendency in aqueous medium, drug−polymer interaction before and after moisture exposure, supersaturation of drug in the
presence of polymer, polymer dissolution kinetics, etc., were characterized and correlated with the dissolution performance of
ASDs at different dose and different drug/polymer ratio. It was observed that ketoconazole/HPMC-AS ASD outperformed all
other ASDs in various dissolution conditions, which was attributed to the drug’s low crystallization tendency, the strong
ketoconazole/HPMC-AS interaction and the robustness of this interaction against water disruption, the dissolution rate and the
availability of HPMC-AS in solution, and the ability of HPMC-AS in maintaining ketoconazole supersaturation. It was
demonstrated that all these properties have implications for the dissolution performance of various ASD systems, and further
quantification of them could be used as potential predictors for in vitro dissolution of ASDs. For all ASDs investigated, HPMC-
AS systems performed better than, or at least comparably with, their PVP-VA counterparts, regardless of the drug loading or
dose. This observation cannot be solely attributed to the ability of HPMC-AS in maintaining drug supersaturation. We also
conclude that, for fast crystallizers without strong drug−polymer interaction, the only feasible option to improve dissolution
might be to lower the dose and the drug loading in the ASD. In this study, we implemented an ASD/water Flory−Huggins
parameter plot, which might assist in revealing the physical nature of the drug−polymer interaction. We also introduced
supersaturation parameter and dissolution performance parameter as two quantitative measurements to compare the abilities of
polymers in maintaining drug supersaturation, and the dissolution performance of various solid dispersions, respectively.
KEYWORDS: amorphous solid dispersion, drug−polymer interaction, Flory−Huggins interaction parameter, dynamic vapor sorption,
dissolution, FT-IR, NMR, crystallization
■
INTRODUCTION
A successfully designed amorphous solid dispersion system
(ASD) must possess two key characteristics: (1) physical
stability during downstream processing and storage and (2)
optimal dissolution performance upon in vivo dosing to achieve
its desired bioavailability enhancement. In the past, there have
been extensive studies focusing on the first area, and topics such
as the thermodynamic aspects of amorphous small mole-
cule,
1−10
the molecular interaction between drug and
polymer,
11−14
crystallization of amorphous drugs in the
presence of polymers,
15−17
the phase behavior of the binary
drug−polymer systems,
18−22
etc. have been widely investigated
and reviewed.
Satisfactory physical stability is only halfway toward the
ultimate success of these thermodynamically metastable
systems. We have demonstrated earlier that a physically stable
ASD could have disappointing in vivo bioavailability perform-
ance, and ASDs of the same drug, same drug loading, yet
different polymer carriers, could perform very differently in vivo
despite their equally adequate physical stability in the dry
state.
23
The poor in vivo performance predictability of the ASDs
has become increasingly recognized as a touchy issue during
Received: October 2, 2014
Revised: December 18, 2014
Accepted: December 23, 2014
Published: December 23, 2014
Article
pubs.acs.org/molecularpharmaceutics
© 2014 American Chemical Society 576 DOI: 10.1021/mp500660m
Mol. Pharmaceutics 2015, 12, 576−589