Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts, USA.
Genome Center, University of California, Davis, California, USA.
Protein Sci. 2021 Aug;30(8):1617-1627. doi: 10.1002/pro.4099. Epub 2021 May 24.
The roles of local interactions in the laboratory evolution of a highly active, computationally designed retroaldolase (RA) are examined. Partial Order Optimum Likelihood (POOL) is used to identify catalytically important amino acid interactions in several RA95 enzyme variants. The series RA95.5, RA95.5-5, RA95.5-8, and RA95.5-8F, representing progress along an evolutionary trajectory with increasing activity, is examined. Computed measures of coupling between charged states of residues show that, as evolution proceeds and higher activities are achieved, electrostatic coupling between the biochemically active amino acids and other residues is increased. In silico residue scanning suggests multiple coupling partners for the catalytic lysine K83. The effects of two predicted partners, Y51 and E85, are tested using site-directed mutagenesis and kinetic analysis of the variants Y51F and E85Q. The Y51F variants show decreases in k relative to wild type, with the greatest losses observed for the more evolved constructs; they also exhibit significant decreases in k /K across the series. Only modest decreases in k /K are observed for the E85Q variants with little effect on k . Computed metrics of the degree of coupling between protonation states rise significantly as evolution proceeds and catalytic turnover rate increases. Specifically, the charge state of the catalytic lysine K83 becomes more strongly coupled to those of other amino acids as the enzyme evolves to a better catalyst.
研究了局部相互作用在高度活跃的计算设计 retroaldolase (RA) 的实验室进化中的作用。使用偏序最优似然 (POOL) 来识别几种 RA95 酶变体中催化重要的氨基酸相互作用。RA95.5、RA95.5-5、RA95.5-8 和 RA95.5-8F 系列代表沿着进化轨迹前进的进展,活性不断提高。计算得出的残基荷电状态之间的耦合度量表明,随着进化的进行和更高的活性的实现,生物化学活性氨基酸与其他残基之间的静电耦合增加。计算机残基扫描表明催化赖氨酸 K83 的多个耦合伙伴。使用定点突变和变体 Y51F 和 E85Q 的动力学分析测试了两个预测的伙伴 Y51 和 E85 的影响。Y51F 变体的 k 相对于野生型降低,在更进化的构建体中观察到最大的降低;它们在整个系列中也表现出 k/K 的显著降低。对于 E85Q 变体,k/K 的降低幅度较小,对 k 的影响不大。随着进化的进行和催化周转率的增加,质子化状态之间耦合程度的计算度量显著上升。具体而言,随着酶进化为更好的催化剂,催化赖氨酸 K83 的电荷状态与其他氨基酸的电荷状态的耦合变得更强。