Department of Chemistry & Supercomputing Facility for Bioinformatics & Computational Biology, Indian Institute of Technology, Hauz Khas, New Delhi, India.
J Comput Chem. 2011 Apr 15;32(5):893-907. doi: 10.1002/jcc.21671. Epub 2010 Oct 22.
We report here a new and fast approach [Transferable Partial Atomic Charge Model (TPACM4)-upto four bonds] for deriving the partial atomic charges of small molecules for use in protein/DNA-ligand docking and scoring. We have created a look-up table of 5302 atom types to cover the chemical space of C, H, O, N, S, P, F, Cl, and Br atoms in small molecules together with their quantum mechanical RESP fit charges. The atom types defined span diverse plausible chemical environments of each atom in a molecule. The partial charge on any atom in a given molecule is then assigned by a reference to the look-up table. We tested the sensitivity of the TPACM4 partial charges in estimates of hydrogen bond dimers energies, solvation free energies and protein-ligand binding free energies. An average error ±1.11 kcal/mol and a correlation coefficient of 0.90 is obtained in the calculated protein-ligand binding free energies vis-à-vis an RMS error of ±1.02 kcal/mol and a correlation coefficient of 0.92 obtained with RESP fit charges in comparison to experiment. Similar accuracies are realized in predictions of hydrogen bond energies and solvation free energies of small molecules. For a molecule containing 50-55 atoms, the method takes on the order of milliseconds on a single processor machine to assign partial atomic charges. The TPACM4 programme has been web-enabled and made freely accessible at http://www.scfbio-iitd.res.in/software/drugdesign/charge.jsp.
我们在此报告一种新的快速方法[转移部分原子电荷模型(TPACM4)-最多四个键],用于为小分子衍生部分原子电荷,用于蛋白质/DNA-配体对接和评分。我们创建了一个包含 5302 种原子类型的查找表,涵盖了小分子中 C、H、O、N、S、P、F、Cl 和 Br 原子的化学空间以及它们的量子力学 RESP 拟合电荷。定义的原子类型涵盖了分子中每个原子的各种可能的化学环境。然后,通过参考查找表为给定分子中的任何原子分配部分电荷。我们测试了 TPACM4 部分电荷在估计氢键二聚体能量、溶剂化自由能和蛋白质-配体结合自由能方面的敏感性。在计算蛋白质-配体结合自由能时,平均误差为±1.11 kcal/mol,相关系数为 0.90,而与实验相比,使用 RESP 拟合电荷获得的 RMS 误差为±1.02 kcal/mol,相关系数为 0.92。在预测小分子氢键能量和溶剂化自由能方面也实现了类似的准确性。对于包含 50-55 个原子的分子,该方法在单个处理器机器上分配部分原子电荷的时间约为毫秒级。TPACM4 程序已在网络上启用,并可在 http://www.scfbio-iitd.res.in/software/drugdesign/charge.jsp 上免费获得。