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Lck SH2结构域磷酸肽抑制剂的量子力学结合自由能计算

Quantum mechanical binding free energy calculation for phosphopeptide inhibitors of the Lck SH2 domain.

作者信息

Anisimov Victor M, Cavasotto Claudio N

机构信息

School of Biomedical Informatics, University of Texas Health Science Center at Houston, 7000 Fannin Ste. 690, Houston, Texas 77030.

出版信息

J Comput Chem. 2011 Jul 30;32(10):2254-63. doi: 10.1002/jcc.21808. Epub 2011 Apr 11.

Abstract

The accurate and efficient calculation of binding free energies is essential in computational biophysics. We present a linear-scaling quantum mechanical (QM)-based end-point method termed MM/QM-COSMO to calculate binding free energies in biomolecular systems, with an improved description of entropic changes. Molecular dynamics trajectories are re-evaluated using a semiempirical Hamiltonian and a continuum solvent model; translational and rotational entropies are calculated using configurational integrals, and internal entropy is calculated using the harmonic oscillator approximation. As an application, we studied the binding of a series of phosphotyrosine tetrapeptides to the human Lck SH2 domain, a key component in intracellular signal transduction, modulation of which can have therapeutic relevance in the treatment of cancer, osteoporosis, and autoimmune diseases. Calculations with molecular mechanics Poisson-Boltzmann, and generalized Born surface area methods showed large discrepancies with experimental data stemming from the enthalpic component, in agreement with an earlier report. The empirical force field-based solvent interaction energy scoring function yielded improved results, with average unsigned error of 3.6 kcal/mol, and a better ligand ranking. The MM/QM-COSMO method exhibited the best agreement both for absolute (average unsigned error = 0.7 kcal/mol) and relative binding free energy calculations. These results show the feasibility and promise of a full QM-based end-point method with an adequate balance of accuracy and computational efficiency.

摘要

在计算生物物理学中,准确高效地计算结合自由能至关重要。我们提出了一种基于线性标度量子力学(QM)的端点方法,称为MM/QM-COSMO,用于计算生物分子系统中的结合自由能,并对熵变进行了改进描述。使用半经验哈密顿量和连续介质溶剂模型重新评估分子动力学轨迹;使用构型积分计算平动和转动熵,使用谐振子近似计算内熵。作为应用,我们研究了一系列磷酸酪氨酸四肽与人Lck SH2结构域的结合,Lck SH2结构域是细胞内信号转导的关键组成部分,对其进行调控可能在癌症、骨质疏松症和自身免疫性疾病的治疗中具有治疗意义。用分子力学泊松-玻尔兹曼方法和广义玻恩表面积方法进行的计算显示,由于焓分量,与实验数据存在较大差异,这与早期报告一致。基于经验力场的溶剂相互作用能评分函数产生了改进的结果,平均无符号误差为3.6 kcal/mol,并且配体排名更好。MM/QM-COSMO方法在绝对(平均无符号误差 = 0.7 kcal/mol)和相对结合自由能计算方面都表现出最佳的一致性。这些结果表明了一种基于全量子力学的端点方法在准确性和计算效率之间取得适当平衡的可行性和前景。

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