Monte Carlo Studies of Drug Nucleation 1: Formation of Crystalline Clusters of Bicalutamide in Water

被引:9
作者
Persson, Rasmus [2 ]
Nordholm, Sture [2 ]
Perlovich, German [1 ]
Lindfors, Lennart
机构
[1] Russian Acad Sci, Inst Solut Chem, Ivanovo, Russia
[2] Univ Gothenburg, Dept Chem, Gothenburg, Sweden
关键词
FORCE-FIELD; FREE-ENERGY; PARACETAMOL; GROWTH; VAPOR;
D O I
10.1021/jp111817h
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
A computational method of predicting the effects of the metastability of drug solutions is sought. A simple extension of our in silicio approach to thermodynamic drug solubility is tested on the drug bicalutamide for which we performed vapor pressure measurements complementing earlier measurements of aqueous solubility and crystal water interfacial tension. The free energy of formation of an N-cluster of the drug molecule is estimated semiempirically by use of an Einstein model of the crystal in which experiment supplies the crystal structure, enthalpy of sublimation, and Einstein frequency of vibration. The rigid drug clusters with N from 2 to 14 are extracted from the bulk crystal by minimization of either cluster energy or radius of gyration. The free energy of hydration is estimated by Monte Carlo simulation combined with simplified response theory based on the OPLS-AA/COMPASS force field for the drug water interaction and the TIP4P water model. The results have been interpreted in terms of an apparent crystal water interfacial tension according to classical nucleation theory. The energy-minimal and radius of gyration-minimal clusters seem too give very similar crystal water interfacial tensions for both the monoclinic and the triclinic polymorph. The interfacial tension of the monoclinic polymorph is significantly higher (by around 20%) than that of the triclinic polymorph in accordance with experiment. For the triclinic polymorph a substantial overestimation of the interfacial tension compared to estimates from crystal nucleation experiments is found, mitigated somewhat by an empirical scaling of the simulated binding energies and free energies of hydration.
引用
收藏
页码:3062 / 3072
页数:11
相关论文
共 29 条
[1]   TABLES OF BOND LENGTHS DETERMINED BY X-RAY AND NEUTRON-DIFFRACTION .1. BOND LENGTHS IN ORGANIC-COMPOUNDS [J].
ALLEN, FH ;
KENNARD, O ;
WATSON, DG ;
BRAMMER, L ;
ORPEN, AG ;
TAYLOR, R .
JOURNAL OF THE CHEMICAL SOCIETY-PERKIN TRANSACTIONS 2, 1987, (12) :S1-S19
[2]  
Atkins P., 2009, PHYS CHEM
[3]  
Becker R, 1935, ANN PHYS-BERLIN, V24, P719
[4]   ANALYTICAL MOLECULAR-SURFACE CALCULATION [J].
CONNOLLY, ML .
JOURNAL OF APPLIED CRYSTALLOGRAPHY, 1983, 16 (OCT) :548-558
[5]   Polymorph formation studied by 3D nucleation simulations. Application to a yellow isoxazolone dye, paracetamol, and L-glutamic acid [J].
Deij, Menno A. ;
ter Horst, Joop H. ;
Meekes, Hugo ;
Jansens, Peter ;
Vlieg, Elias .
JOURNAL OF PHYSICAL CHEMISTRY B, 2007, 111 (07) :1523-1530
[6]   Mitosis method for directly calculating the interfacial free energy of nuclei [J].
Duff, Nathan ;
Peters, Baron .
MOLECULAR SIMULATION, 2010, 36 (7-8) :498-504
[7]   Primary nucleation of paracetamol in acetone-water mixtures [J].
Granberg, RA ;
Ducreux, C ;
Gracin, S ;
Rasmuson, ÅC .
CHEMICAL ENGINEERING SCIENCE, 2001, 56 (07) :2305-2313
[8]   THE EFFECT OF STRUCTURALLY RELATED SUBSTANCES ON THE NUCLEATION KINETICS OF PARACETAMOL (ACETAMINOPHEN) [J].
HENDRIKSEN, BA ;
GRANT, DJW .
JOURNAL OF CRYSTAL GROWTH, 1995, 156 (03) :252-260
[9]   Scaling of hydrophobic solvation free energies [J].
Huang, DM ;
Geissler, PL ;
Chandler, D .
JOURNAL OF PHYSICAL CHEMISTRY B, 2001, 105 (28) :6704-6709
[10]   A statistical understanding of nucleation [J].
Izmailov, AF ;
Myerson, AS ;
Arnold, S .
JOURNAL OF CRYSTAL GROWTH, 1999, 196 (2-4) :234-242