Department of Chemical Engineering, Materials and Environment, Sapienza University, 00185 Rome, Italy.
Int J Mol Sci. 2021 Oct 13;22(20):11044. doi: 10.3390/ijms222011044.
Water activity is a key factor in the development of pharmaceutical, cosmetic, and food products. In aqueous solutions of nonelectrolytes, the Norrish model provides a simple and effective way to evaluate this quantity. However, it contains a parameter, known as the Norrish constant, that must be estimated from experimental data. In this study, a new strategy is proposed for the prediction of water activity in the absence of experimental information, based on the use of theoretical molecular descriptors for characterizing the effects of a solute. This approach was applied to the evaluation of water activity in the presence of sugars (glucose, fructose, xylose, sucrose) and polyols (sorbitol, xylitol, glycerol, erythritol). The use of two descriptors related to the constitutional and connectivity properties of the solutes was first investigated. Subsequently, a new theoretical descriptor, named the global information index (), was developed. By using this index, the water activity curves in the binary systems were reconstructed. The positive results obtained support the proposed strategy, as well as the possibility of including, in a single information index, the main molecular features of a solute that determine its effects on water activity.
水活度是药物、化妆品和食品产品开发的关键因素。在非电解质的水溶液中,Norrish 模型提供了一种简单有效的方法来评估这一数量。然而,它包含一个参数,称为 Norrish 常数,该常数必须根据实验数据进行估计。在这项研究中,提出了一种新的策略,用于在没有实验信息的情况下预测水活度,该策略基于使用理论分子描述符来描述溶质的影响。该方法应用于评估糖(葡萄糖、果糖、木糖、蔗糖)和多元醇(山梨糖醇、木糖醇、甘油、赤藓糖醇)存在下水活度。首先研究了与溶质的结构和连接性性质相关的两个描述符的使用。随后,开发了一个新的理论描述符,命名为全局信息指数 ()。通过使用这个指数,可以重建二元系统中的水活度曲线。所得到的积极结果支持了所提出的策略,以及在单个信息指数中包含决定溶质对水活度影响的主要分子特征的可能性。