化学
热稳定性
催化作用
动作(物理)
酶
热的
理论(学习稳定性)
降级(电信)
生化工程
化学工程
热力学
有机化学
工程类
物理
机器学习
电信
量子力学
计算机科学
作者
Ashim Nandi,Arieh Warshel
摘要
PETase, yet the molecular origins of these enhancements remain debated. In this work, we employ empirical valence bond simulations in conjunction with semimacroscopic PDLD/S-LRA calculations to investigate the rate-determining acylation step in PET dimer hydrolysis catalyzed by both wild-type and FAST-PETase. Our results successfully reproduce the experimentally observed trend in catalytic rate enhancement between the two systems. While prior interpretations attribute the improved activity to a strengthened hydrogen-bond network involving Asp106 and His237, we demonstrate that the distal N233K mutation in FAST-PETase induces long-range electrostatic changes that enhance catalytic efficiency by modulating the active site dipolar environment. More importantly, we show that the elevated performance of FAST-PETase at higher temperatures is not due to reduced flexibility in the mutant region but arises from enhanced thermal stability, which allows the enzyme to operate effectively at elevated temperatures and thus accelerate reaction rates. These findings underscore the central role of electrostatics and stability in enzyme engineering and suggest that data-driven methods, such as maximum entropy models, may enable the rational identification of further stability-enhancing mutations for improved PET depolymerization.
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