Quantum Chemistry-Based Protein-Protein Docking without Empirical Parameters

J Chem Theory Comput. 2024 Jun 25;20(12):5164-5175. doi: 10.1021/acs.jctc.4c00531. Epub 2024 Jun 6.

Abstract

This study developed a novel protein-protein docking approach based on quantum chemistry. To judge the appropriateness of complex structures, we introduced two criterion values, EV1 and EV2, computed using the fragment molecular orbital method without any empirical parameters. These criterion values enable us to search complex structures in which patterns of the electrostatic potential of the two proteins are optimally aligned at their interface. The performance of our method was validated using 53 complexes in a benchmark set provided for protein-protein docking. When employing bound state structures, docking success rates reached 64% for EV1 and 76% for EV2. On the other hand, when employing unbound state structures, docking success rates reached 13% for EV1 and 17% for EV2.

MeSH terms

  • Molecular Docking Simulation*
  • Protein Binding
  • Proteins* / chemistry
  • Quantum Theory*
  • Static Electricity

Substances

  • Proteins