热稳定性
丙氨酸
丙氨酸扫描
理论(学习稳定性)
工作(物理)
分子动力学
突变
蛋白质工程
蛋白质设计
序列(生物学)
蛋白质稳定性
化学
热力学
生物系统
计算化学
蛋白质结构
氨基酸
物理
生物
生物化学
计算机科学
突变
基因
机器学习
酶
作者
Ya Gao,Bo Wang,Shiyu Hu,Tong Zhu,John Z. H. Zhang
摘要
The relationship between protein sequence and its thermodynamic stability is a critical aspect of computational protein design. In this work, we present a new theoretical method to calculate the free energy change (ΔΔG) resulting from a single-point amino acid mutation to alanine in a protein sequence. The method is derived based on physical interactions and is very efficient in estimating the free energy changes caused by a series of alanine mutations from just a single molecular dynamics (MD) trajectory. Numerical calculations are carried out on a total of 547 alanine mutations in 19 diverse proteins whose experimental results are available. The comparison between the experimental ΔΔGexp and the calculated values shows a generally good correlation with a correlation coefficient of 0.67. Both the advantages and limitations of this method are discussed. This method provides an efficient and valuable tool for protein design and engineering.
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