评估聚合物与防腐剂之间的相互作用对防腐效果的影响:分子动力学模拟和 QSAR 方法

IF 5.1 3区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Nanoscale Pub Date : 2024-08-14 DOI:10.1039/D4NR02162B
Qisong Xu, Pui Shan Chow, Erte Xi, Randy Marsh, Shikar Gupta and Krishna M. Gupta
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引用次数: 0

摘要

防腐剂是各种药品和消费品的关键成分。特别是,高效防腐剂系统对提高产品的保质期和安全性至关重要。然而,这种防腐剂系统的开发在很大程度上依赖于实验方法。在本研究中,分子动力学(MD)模拟与定量结构-活性关系(QSAR)建模相结合,全面评估了三种不同聚合物(聚对苯二甲酸乙二醇酯、聚丙烯 PP 和纤维素)与一系列脂肪族、芳香族和有机酸类防腐剂之间的聚合物-防腐剂相互作用。首先,在水环境中模拟了防腐剂在聚合物表面的吸附情况。没有观察到防腐剂吸附在亲水性纤维素上,但大多数防腐剂以独特的分子构型吸附在 PET 和 PP 上。此外,从纤维素到 PP 和 PET,防腐剂与聚合物之间的相互作用能(IEs)普遍增加。防腐剂的扩散系数通常取决于聚合物的性质、防腐剂的结构特性以及两者之间的分子相互作用。分子量和尺寸较小的线型防腐剂在聚合物中的扩散系数往往较高。对于特定的防腐剂,扩散系数一般按照纤维素、PET 和 PP 的顺序依次增大。最后,利用 MD 特性和防腐剂的分子描述符,建立了 QSAR 模型,以确定防腐剂的关键分子描述符,并预测其在聚合物中的 IEs 和扩散系数。这项研究展示了一种识别关键材料特性和预测聚合物-防腐剂在水中的分子相互作用的计算方法。这种方法为指导聚合物和防腐剂的适当选择提供了途径,并加快了各种药品、食品和化妆品高效防腐剂系统的合理设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Evaluation of polymer–preservative interactions for preservation efficacy: molecular dynamics simulation and QSAR approaches†

Evaluation of polymer–preservative interactions for preservation efficacy: molecular dynamics simulation and QSAR approaches†

Preservatives are critical ingredients in various pharmaceutical and consumer products. In particular, a high efficacy preservative system is essential in enhancing the shelf-life and safety of these products. However, the development of such a preservative system heavily relies on experimental approaches. In this study, molecular dynamics (MD) simulation was complemented with quantitative structure–activity relationship (QSAR) modelling to comprehensively evaluate polymer–preservative interactions between three different polymers (polyethylene terephthalate, PET; polypropylene, PP; and cellulose) and a series of preservatives from the classes of aliphatic, aromatic, and organic acids. First, adsorption of preservatives onto polymer surfaces was simulated in an aqueous environment. The preservatives did not adhere to hydrophilic cellulose, but most preservatives were adsorbed by PET and PP in distinct configurations. Interaction energies (IEs) between the preservatives and the polymers generally increase from cellulose to PP and PET. The diffusion coefficients of preservatives are dependent on polymer nature, preservative structure, and their resulting molecular interactions. Linear and low molecular weight preservatives exhibit higher diffusion coefficients in polymers. For a particular preservative, diffusion coefficients increased in the order of cellulose < PET < PP. Finally, using MD properties and molecular descriptors of preservatives, QSAR models were developed to identify key descriptors of preservatives and predict their IEs and diffusion coefficients in polymers. This study demonstrates a computational approach for identifying critical materials properties, and predicting polymer–preservative molecular interactions in water. Such an approach streamlines the rational selection and design of high efficacy preservative systems for various pharmaceutical, food and cosmetic products. Furthermore, the integrated computational strategy also reduces trial-and-error experimental efforts, thereby accelerating the development of high efficacy preservative systems.

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来源期刊
Nanoscale
Nanoscale CHEMISTRY, MULTIDISCIPLINARY-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
12.10
自引率
3.00%
发文量
1628
审稿时长
1.6 months
期刊介绍: Nanoscale is a high-impact international journal, publishing high-quality research across nanoscience and nanotechnology. Nanoscale publishes a full mix of research articles on experimental and theoretical work, including reviews, communications, and full papers.Highly interdisciplinary, this journal appeals to scientists, researchers and professionals interested in nanoscience and nanotechnology, quantum materials and quantum technology, including the areas of physics, chemistry, biology, medicine, materials, energy/environment, information technology, detection science, healthcare and drug discovery, and electronics.
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