Department of Bioscience and Biotechnology, Sejong University, 98 Kunja-dong, Kwangjin-ku, Seoul, 143-747, Korea.
J Cheminform. 2013 Feb 4;5(1):8. doi: 10.1186/1758-2946-5-8.
Solvation free energy is a fundamental thermodynamic quantity that should be determined to estimate various physicochemical properties of a molecule and the desolvation cost for its binding to macromolecular receptors. Here, we propose a new solvation free energy function through the improvement of the solvent-contact model, and test its applicability in estimating the solvation free energies of organic molecules with varying sizes and shapes. This new solvation free energy function is constructed by combining the existing solute-solvent interaction term with the self-solvation term that reflects the effects of intramolecular interactions on solvation. Four kinds of atomic parameters should be determined in this solvation model: atomic fragmental volume, maximum atomic occupancy, atomic solvation, and atomic self-solvation parameters. All of these parameters for total 37 atom types are optimized by the operation of a standard genetic algorithm in such a way to minimize the difference between the experimental solvation free energies and those calculated by the solvation free energy function for 362 organic molecules. The solvation free energies estimated from the new solvation model compare well with the experimental results with the associated squared correlation coefficients of 0.88 and 0.85 for training and test sets, respectively. The present solvation model is thus expected to be useful for estimating the solvation free energies of organic molecules.
溶剂化自由能是一个基本的热力学量,应该确定它来估计分子的各种物理化学性质,以及它与大分子受体结合的去溶剂化成本。在这里,我们通过改进溶剂接触模型提出了一种新的溶剂化自由能函数,并测试了它在估计具有不同大小和形状的有机分子的溶剂化自由能方面的适用性。这个新的溶剂化自由能函数是通过将现有的溶质-溶剂相互作用项与反映分子内相互作用对溶剂化影响的自溶剂化项结合而构建的。在这个溶剂化模型中,需要确定四种原子参数:原子碎片体积、最大原子占有率、原子溶剂化和原子自溶剂化参数。这 37 种原子类型的所有参数都通过标准遗传算法的操作进行优化,以最小化 362 种有机分子的实验溶剂化自由能与溶剂化自由能函数计算值之间的差异。新溶剂化模型估计的溶剂化自由能与实验结果的相关性较好,训练集和测试集的相关系数平方分别为 0.88 和 0.85。因此,该溶剂化模型有望用于估计有机分子的溶剂化自由能。