Kinetics of Polymorphic Phase Transformations of o-Aminobenzoic Acid: Application of a Dispersive Kinetic Model Plus Molecular Dynamics Simulation of Prenucleation Aggregates.

IF 4.5 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Peter J Skrdla, Benjamin J Coscia, Andrea Browning, John Shelley, Shiva Sekharan, Jacob Gavartin
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引用次数: 0

Abstract

The specific rate at which one crystalline phase converts to another can vary as a function of time under isothermal conditions. This behavior gives rise to sigmoidal kinetic transients that are characteristic of nucleation and growth. Such curves are commonly fitted using the Johnson-Mehl-Avrami-Erofe'ev-Kolmogorov (JMAEK) equation. However, due to the ambiguity surrounding the time exponent in the JMAEK model, we present an alternative two-parameter dispersive kinetic model (DKM) and apply it to the study of solution-mediated polymorphic conversions of the prototypical molecule, o-aminobenzoic acid (o-ABA) [Jiang, S.; Jansens, P. J.; ter Horst, J. H. Control over polymorph formation of o-aminobenzoic acid. Cryst. Growth Des. 2010, 10, 2541-2547]. Using our DKM, we reconstructed a distribution of activation energies, D(E), from each experimental transient. Then, using D(E), a corresponding particle size distribution (PSD) of the critical nuclei formed during phase transformation is predicted. Lastly, molecular dynamics (MD) simulations are performed to study the prenucleation aggregation behavior of o-ABA in solution, under experimentally relevant conditions, to complement the kinetic modeling of the macroscopic phase conversion in the solid state. We observe that o-ABA molecules weakly associate with each other to form a variety of "loose" aggregates. These aggregates are mostly dimers and trimers exhibiting H-bonding and π-π interactions in various configurations that generally do not conform to any of the known crystal packing arrangements of the most common o-ABA polymorphs. Therefore, the observed molecular self-association is more consistent with a nonclassical nucleation pathway whereby monomer densification occurs ahead of cluster formation and, eventually, structural ordering. Our molecular-level simulations in solution complement the original study performed using experimental measurements on bulk crystals, with the DKM serving to bridge the scale gap between the two approaches by providing a window into the nanoscale species (nuclei), ultimately impacting the overall rate of conversion.

邻氨基苯甲酸多态相变动力学:色散动力学模型的应用及预成核聚集体的分子动力学模拟。
在等温条件下,一种晶体相转化为另一种晶体相的特定速率可以作为时间的函数而变化。这种行为产生具有成核和生长特征的s型动力学瞬态。这种曲线通常使用Johnson-Mehl-Avrami-Erofe'ev-Kolmogorov (JMAEK)方程进行拟合。然而,由于JMAEK模型中时间指数的模糊性,我们提出了一种替代的双参数色散动力学模型(DKM),并将其应用于原型分子邻氨基苯甲酸(o-ABA)的溶液介导的多态性转化研究[Jiang, S.;杨森斯,p.j.;王晓华,王晓华。邻氨基苯甲酸聚态形成的控制。结晶的。植物生长学报,2010,25(4):541- 547。利用我们的DKM,我们从每个实验瞬态中重建了活化能D(E)的分布。然后,利用D(E)预测相变过程中形成的临界核的相应粒径分布(PSD)。最后,通过分子动力学(MD)模拟研究了o-ABA在溶液中的预成核聚集行为,在实验相关条件下,补充了固体中宏观相变的动力学模型。我们观察到o-ABA分子彼此弱结合,形成各种“松散”聚集体。这些聚集体主要是二聚体和三聚体,在各种构型中表现出h键和π-π相互作用,通常不符合任何已知的最常见的o-ABA多态性的晶体包装排列。因此,观察到的分子自缔合更符合非经典成核途径,即单体致密化发生在簇形成之前,并最终发生结构有序。我们在溶液中的分子水平模拟补充了使用体晶体实验测量进行的原始研究,DKM通过提供纳米尺度物种(原子核)的窗口,弥合了两种方法之间的尺度差距,最终影响了整体转化率。
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来源期刊
Molecular Pharmaceutics
Molecular Pharmaceutics 医学-药学
CiteScore
8.00
自引率
6.10%
发文量
391
审稿时长
2 months
期刊介绍: Molecular Pharmaceutics publishes the results of original research that contributes significantly to the molecular mechanistic understanding of drug delivery and drug delivery systems. The journal encourages contributions describing research at the interface of drug discovery and drug development. Scientific areas within the scope of the journal include physical and pharmaceutical chemistry, biochemistry and biophysics, molecular and cellular biology, and polymer and materials science as they relate to drug and drug delivery system efficacy. Mechanistic Drug Delivery and Drug Targeting research on modulating activity and efficacy of a drug or drug product is within the scope of Molecular Pharmaceutics. Theoretical and experimental peer-reviewed research articles, communications, reviews, and perspectives are welcomed.
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