Thermodynamic compatibility of actives encapsulated into PEG-PLA nanoparticles: In Silico predictions and experimental verification

被引:13
作者
Erlebach, Andreas [1 ,2 ]
Ott, Timm [1 ]
Otzen, Christoph [1 ]
Schubert, Stephanie [2 ,3 ]
Czaplewska, Justyna [2 ,4 ]
Schubert, Ulrich S. [2 ,4 ]
Sierka, Marek [1 ,2 ]
机构
[1] Univ Jena, Otto Schott Inst Mat Res OSIM, Lobdergraben 32, D-07743 Jena, Germany
[2] Univ Jena, Jena Ctr Soft Matter, Philosophenweg 7, D-07743 Jena, Germany
[3] Univ Jena, Inst Pharm, Dept Pharmaceut Technol, Otto Schott Str 41, D-07745 Jena, Germany
[4] Univ Jena, Lab Organ & Macromol Chem, Humboldtstr 10, D-07743 Jena, Germany
关键词
atomistic simulations; molecular dynamics; Flory-Huggins theory; polymeric nanoparticles; MOLECULAR-DYNAMICS SIMULATION; POLY(ETHYLENE GLYCOL); COPOLYMERS; SOLUBILITY; WATER; OXIDE);
D O I
10.1002/jcc.24449
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Achieving optimal solubility of active substances in polymeric carriers is of fundamental importance for a number of industrial applications, including targeted drug delivery within the growing field of nanomedicine. However, its experimental optimization using a trial-and-error approach is cumbersome and time-consuming. Here, an approach based on molecular dynamics (MD) simulations and the Flory-Huggins theory is proposed for rapid prediction of thermodynamic compatibility between active species and copolymers comprising hydrophilic and hydrophobic segments. In contrast to similar methods, our approach offers high computational efficiency by employing MD simulations that avoid explicit consideration of the actual copolymer chains. The accuracy of the method is demonstrated for compatibility predictions between pyrene and nile red as model dyes as well as indomethacin as model drug and copolymers containing blocks of poly(ethylene glycol) and poly(lactic acid) in different ratios. The results of the simulations are directly verified by comparison with the observed encapsulation efficiency of nanoparticles prepared by nanoprecipitation. (c) 2016 Wiley Periodicals, Inc.
引用
收藏
页码:2220 / 2227
页数:8
相关论文
共 50 条
[1]   Liposomes: From a Clinically Established Drug Delivery System to a Nanoparticle Platform for Theranostic Nanomedicine [J].
Al-Jamal, Wafa' T. ;
Kostarelos, Kostas .
ACCOUNTS OF CHEMICAL RESEARCH, 2011, 44 (10) :1094-1104
[2]  
[Anonymous], ANN REV CHEM BIOMOL
[3]  
[Anonymous], MAT STUD VERS 8 0
[4]  
[Anonymous], POLYMERIZATION
[5]  
[Anonymous], POLYM SOLUTIONS INTR
[6]  
[Anonymous], SOLUBILITY NONELECTR
[7]   MOLECULAR-DYNAMICS WITH COUPLING TO AN EXTERNAL BATH [J].
BERENDSEN, HJC ;
POSTMA, JPM ;
VANGUNSTEREN, WF ;
DINOLA, A ;
HAAK, JR .
JOURNAL OF CHEMICAL PHYSICS, 1984, 81 (08) :3684-3690
[8]   Atomistic Investigation of the Solubility of 3-Alkylthiophene Polymers in Tetrahydrofuran Solvent [J].
Caddeo, Claudia ;
Mattoni, Alessandro .
MACROMOLECULES, 2013, 46 (19) :8003-8008
[9]   Thermodynamics of high polymer solutions [J].
Flory, PJ .
JOURNAL OF CHEMICAL PHYSICS, 1942, 10 (01) :51-61
[10]   Different Insight into Amphiphilic PEG-PLA Copolymers: Influence of Macromolecular Architecture on the Micelle Formation and Cellular Uptake [J].
Garofalo, Cinzia ;
Capuano, Giovanna ;
Sottile, Rosa ;
Tallerico, Rossana ;
Adami, Renata ;
Reverchon, Ernesto ;
Carbone, Ennio ;
Izzo, Lorella ;
Pappalardo, Daniela .
BIOMACROMOLECULES, 2014, 15 (01) :403-415