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An Energy Optimization Strategy Based on the Perfect Conformation of Prolyl Endopeptidase for Improving Catalytic Efficiency.

Xiaolin LiYalong CongMingzhe MaZhi-Neng YouBei GaoJohn Zenghui ZhangLujia Zhang
Published in: Journal of agricultural and food chemistry (2020)
Prolyl endopeptidases (PEPs) hydrolyze proteins to yield bioactive peptides and are effective in the treatment of celiac disease. However, the catalytic efficiency of PEPs still has the potential to be improved, which could further strengthen their industrial and therapeutic applications. Herein, a novel rational design strategy based on a "near-attack conformation" of the catalytic state of PEP was adopted. Constrained dynamic simulations were applied, followed by the virtual screening of potentially favorable mutants according to their binding free energy. We redesigned Sphaerobacter thermophiles PEP with high-temperature activity/stability, a wide range of pH stabilities, and high proline specificity. As a result, the kcat value of two PEP mutants (I462W and Q560Y) increased by 208.2 and 150.1%, respectively, and the kcat/KM increased by 32.7 and 6.3%, respectively. These data revealed that the PEP mutants had improved catalytic efficiency and that our strategy can be applied for enzyme engineering.
Keyphrases
  • crystal structure
  • celiac disease
  • high temperature
  • wastewater treatment
  • wild type
  • single cell
  • machine learning
  • transcription factor
  • smoking cessation
  • data analysis