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通过分子动力学模拟预测无定形固体分散体中药物-聚合物的相容性:关于溶剂化自由能的陷阱

Predicting Drug-Polymer Compatibility in Amorphous Solid Dispersions by MD Simulation: On the Trap of Solvation Free Energies.

作者信息

Higginbotham T, Meier K, Ramírez J, Garaizar A

机构信息

Department of Chemical Engineering, Universidad Politécnica de Madrid, José Gutiérrez Abascal 2, Madrid 28006, Spain.

Drug Discovery Sciences, Bayer AG, Aprather Weg 18a, Wuppertal 42113, Germany.

出版信息

Mol Pharm. 2025 Feb 3;22(2):760-770. doi: 10.1021/acs.molpharmaceut.4c00810. Epub 2024 Nov 25.

Abstract

Amorphous solid dispersions (ASDs) are a prevalent method for increasing the bioavailability and apparent solubility of poorly soluble drugs. Consequently, extensive research, encompassing both experimental and computational approaches, has been dedicated to developing methods for assessing the key factors influencing their stability, notably drug-polymer interactions. A common computational approach to rank the compatibility of a drug with a set of solvents or polymers is to compare thermodynamic observables, such as solvation free energies at infinite dilution. However, the impact of the molecular weight of the polymer excipient on these interactions remains underexplored. This study delves into this impact through atomistic simulations of Indomethacin in PVP(-VA) and HPMC, and through simulations using a coarse-grained model, emphasizing its critical importance. First, we demonstrate that the molecular weight of the polymer plays a pivotal role in determining the solvation free energy of the drug, at times exerting a more significant influence than the specific chemical identity of the polymer. Additionally, our simulations suggest that higher molecular weight polymers lead to lower solvation free energies and, thus, suggest better compatibility with the drug. Yet, the lower free energy of solvation of the drug in longer polymers does not translate into a higher solubility. This work highlights the subtle role polymer molecular weight plays when measuring thermodynamic observables in amorphous solid dispersions, a role which must be considered when optimizing pharmaceutical formulations.

摘要

无定形固体分散体(ASDs)是提高难溶性药物生物利用度和表观溶解度的一种常用方法。因此,包括实验和计算方法在内的广泛研究致力于开发评估影响其稳定性的关键因素的方法,特别是药物-聚合物相互作用。一种用于对药物与一组溶剂或聚合物的相容性进行排序的常见计算方法是比较热力学可观测量,例如无限稀释下的溶剂化自由能。然而,聚合物辅料分子量对这些相互作用的影响仍未得到充分研究。本研究通过对吲哚美辛在聚乙烯吡咯烷酮(-醋酸乙烯酯)(PVP(-VA))和羟丙基甲基纤维素(HPMC)中的原子模拟以及使用粗粒度模型的模拟来深入探讨这种影响,强调其至关重要性。首先,我们证明聚合物的分子量在决定药物的溶剂化自由能方面起着关键作用,有时其影响比聚合物的特定化学性质更显著。此外,我们的模拟表明,较高分子量的聚合物会导致较低的溶剂化自由能,因此表明与药物具有更好的相容性。然而,药物在较长聚合物中较低的溶剂化自由能并不会转化为更高的溶解度。这项工作突出了聚合物分子量在测量无定形固体分散体中的热力学可观测量时所起的微妙作用,这一作用在优化药物制剂时必须予以考虑。

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