Multiscale Computational Modeling of the Nanostructure of Solid Dispersions of Hydroxypropyl Methylcellulose Acetate Succinate (HPMCAS) and Phenytoin

被引:14
作者
Huang, Wenjun [1 ]
Mandal, Taraknath [1 ]
Larson, Ronald G. [1 ]
机构
[1] Univ Michigan, Dept Chem Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
molecular dynamics; coarse-grained; continuum transport modeling; polymer-drug interaction; MOLECULAR-DYNAMICS SIMULATION; CRYSTAL-GROWTH; HEAT-CONDUCTION; DRUG; POLYMER; DISSOLUTION; CRYSTALLIZATION; SOLUBILITY; DISCOVERY; DELIVERY;
D O I
10.1021/acs.molpharmaceut.7b00441
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
We recently developed coarse-grained (CG) force fields for hydroxypropyl methylcellulose acetate succinate (HPMCAS) polymers and the model drug molecule phenytoin, and a continuum transport model to study the polymer-drug nanostructures presented during a dissolution test after solvation of solid dispersion particles. We model the polymer drug interactions that contribute to suppression of drug aggregation, release, and crystal growth during the dissolution process, and we take these as indicators of polymer effectiveness. We find that the size and the intermolecular interaction strength of the functional group and the drug loading concentration are the major factors that impact the effectiveness of the polymeric excipient. The hydroxypropyl acetyl group is the most effective functional group, followed by the acetyl group, while the deprotonated succinyl group is the least effective functional group, except that the deprotonated succinyl group at the 6-position is very effective in slowing down the phenytoin crystal growth. Our simulation results thus suggest HPMCAS with higher acetyl and lower succinyl content is more effective in promoting phenytoin solubility in dissolution media, and polymers become less effective when drug loading becomes high (i.e., 50% of the mass of the polymer/drug solid dispersion), agreeing with previous experimental studies. In addition, our transport model indicates that the drug release time from a solid dispersion particle of 2 mu m diameter is less than 10 min, correlating well with the experimental time scale for a typical dissolution profile to reach maximum peak concentration. Our modeling effort, therefore, provides new avenues to understand the dissolution behavior of complex HPMCAS-phenytoin solid dispersions and offers a new design tool to optimize the formulation. Moreover, the systematic and robust approach used in our computational models can be extended to other polymeric excipients and drug candidates.
引用
收藏
页码:3422 / 3435
页数:14
相关论文
共 36 条
[11]   A Systematic Coarse-Grained Model for Methylcellulose Polymers: Spontaneous Ring Formation at Elevated Temperature [J].
Huang, Wenjun ;
Ramesh, Rahul ;
Jha, Prateek K. ;
Larson, Ronald G. .
MACROMOLECULES, 2016, 49 (04) :1490-1503
[12]   Impact of Polymers on Crystal Growth Rate of Structurally Diverse Compounds from Aqueous Solution [J].
Ilevbare, Grace A. ;
Liu, Haoyu ;
Edgar, Kevin J. ;
Taylor, Lynne S. .
MOLECULAR PHARMACEUTICS, 2013, 10 (06) :2381-2393
[13]   Inhibition of solution crystal growth of ritonavir by cellulose polymers - factors influencing polymer effectiveness [J].
Ilevbare, Grace A. ;
Liu, Haoyu ;
Edgar, Kevin J. ;
Taylor, Lynne S. .
CRYSTENGCOMM, 2012, 14 (20) :6503-6514
[14]   Assessing the Efficiency of Polymeric Excipients by Atomistic Molecular Dynamics Simulations [J].
Jha, Prateek K. ;
Larson, Ronald G. .
MOLECULAR PHARMACEUTICS, 2014, 11 (05) :1676-1686
[15]  
Lipinski Christopher A, 2004, Drug Discov Today Technol, V1, P337, DOI 10.1016/j.ddtec.2004.11.007
[16]   Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings [J].
Lipinski, Christopher A. ;
Lombardo, Franco ;
Dominy, Beryl W. ;
Feeney, Paul J. .
ADVANCED DRUG DELIVERY REVIEWS, 2012, 64 :4-17
[17]  
Liu R., 2008, Water-insoluble drug formulation
[18]   A framework for multi-scale simulation of crystal growth in the presence of polymers [J].
Mandal, Taraknath ;
Huang, Wenjun ;
Mecca, Jodi M. ;
Getchell, Ashley ;
Porter, William W., III ;
Larson, Ronald G. .
SOFT MATTER, 2017, 13 (09) :1904-1913
[19]   Coarse-grained modeling of crystal growth and polymorphism of a model pharmaceutical molecule [J].
Mandal, Taraknath ;
Marson, Ryan L. ;
Larson, Ronald G. .
SOFT MATTER, 2016, 12 (39) :8246-8255
[20]   Collapse of a semiflexible polymer in poor solvent [J].
Montesi, A ;
Pasquali, M ;
MacKintosh, FC .
PHYSICAL REVIEW E, 2004, 69 (02) :021916-1