Elucidating the Selective Mechanism of Drugs Targeting Cyclin-Dependent Kinases with Integrated MetaD-US Simulation
Cyclin-dependent kinases (CDKs), including CDK12 and CDK13, play crucial roles in regulating the cell cycle and RNA polymerase II activity, making them vital targets for cancer therapies. SR4835 is a selective inhibitor of CDK12/13, showing significant potential for treating triple-negative breast cancer. To elucidate the selective mechanism of SR4835 among three CDKs (CDK13/12/9), we developed an innovative enhanced sampling method, integrated well-tempered metadynamics-umbrella sampling (IMUS). IMUS synergistically combines the comprehensive pathway exploration capability of well-tempered metadynamics (WT-MetaD) with the precise free energy calculation capability of umbrella sampling, enabling the efficient and accurate characterization of drug-target interactions. The accurate calculation of binding free energy and the detailed analysis of the kinetic mechanism of the drug-target interaction using IMUS successfully elucidate the drug selectivity mechanism targeting the three CDKs, showing that the selectivity is primarily arising from differences in the stability of H-bonds within the Hinge region of the kinases and the interaction patterns during the protein–ligand recognition process. These findings also underscore the utility of IMUS in efficiently and accurately capturing drug-target interaction processes with clear mechanisms.
Authors
- Huiyong Sun (ORCID: https://orcid.org/0000-0002-7107-7481)
- Huanxiang Liu (ORCID: https://orcid.org/0000-0002-9284-3667)
- Lingling Wang (ORCID: https://orcid.org/0000-0003-0272-2974)
- Shu Li (ORCID: https://orcid.org/0000-0002-4434-6172)
- Sutong Xiang
Institutions
- China Pharmaceutical University (CN)
- Macao Polytechnic University (MO)
Publication Details
- Journal
- Journal of Chemical Information and Modeling
- Published
- 2024-08-22
- DOI
- https://doi.org/10.1021/acs.jcim.4c01196
- Citations
- 7
- Primary Topic
- Protein Structure and Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 1.64
Funders
- National Natural Science Foundation of China