循环(图论)
亮氨酸
化学
理论(学习稳定性)
蛋白质工程
催化作用
脱氢酶
蛋白质稳定性
集合(抽象数据类型)
生物化学
酶
数学
计算机科学
组合数学
氨基酸
机器学习
程序设计语言
作者
Rui Li,Minglu Xu,Meng Xu,Ying Zhou,Wen Tao,Qinghai Liu,Dong Yi,Hualei Wang,Dongzhi Wei
标识
DOI:10.1021/acs.jafc.4c06915
摘要
Enzymatic asymmetric synthesis of l-phenylglycine by amino acid dehydrogenases has potential for industrial applications; however, this is hindered by their low catalytic efficiency toward high-concentration substrates. We identified and characterized a novel leucine dehydrogenase (MsLeuDH) with a high catalytic efficiency for benzoylformic acid via directed metagenomic approaches. Further, we obtained a triple-point mutant MsLeuDH-EER (D332E/G333E/L334R) with improved stability and catalytic efficiency through the rational design of distal loop 13. A coexpression system of MsLeuDH-EER and formate dehydrogenase completely converted a 300 mM substrate within 4 h with >99.9% enantiomeric excess. Molecular dynamics simulations revealed that mutations on loop 13 enhanced the overall structural rigidity of the protein to improve its stability but also stabilized the "closed" conformation through rigidifying the hinge region loop by distant modulation. Our results show that distal loop 13 can serve as a new hotspot region for enhancing the catalytic performance of leucine dehydrogenases.
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