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Updated: Jan 8, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Dynamic Analysis of the Substrate Tolerance Mechanism and Domain Synergistic Engineering of CYP450 Fusion Protein
Yisang Zhang1,2, Yuanwei Wang1,2, Huiying Zhu1,2
1State Key Laboratory of Green Papermaking and Resource Recycling, Qilu University of Technology, Jinan 250353, China.
Abstract:
CYP450 enzymes are important in natural product biosynthesis and industrial catalysis. A significant challenge in their engineering is alleviating substrate inhibition and improving electron transfer properties. Here, multitemplate homology modeling and molecular dynamics (MD) simulations are integrated to elucidate the gating mechanisms of substrate tunnels in the chimeric enzyme CYP153A/M228L-CPRBM3 (CYPLY), revealing its direct linkage to substrate inhibition. Concurrently, we established that conformational dynamics critically regulate electron transfer efficiency. Leveraging deep learning-based mutational predictions, we identified the variant CYPLY-N243D, which alleviated substrate inhibition by 34-fold. Additionally, the CYPLY-T592N mutation in the electron transfer domain achieved a 49.1% conversion at a substrate concentration of 0.8 g/L, which was 6 h earlier than that observed for CYPLY. Most remarkably, the mutant CYPLY-N243D/T592N delivered 65.8% conversion with a 4 h reduction in reaction time and alleviated substrate inhibition by 61-fold. This study provides insights into synergistic gating-dynamics-electron transfer regulatory model for industrial CYP450 engineering.
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