Computationally Empowered Workflow Identifies Novel Covalent Allosteric Binders for KRASG12C
Jérémie Mortier1, Anders Friberg1, Volker Badock1
1Bayer AG, Research & Development, Pharmaceuticals, Müllerstrasse 178, 13342, Berlin, Germany.
Abstract:
Due to its frequent mutations in multiple lethal cancers, KRAS is one of the most-studied anticancer targets nowadays. Since the discovery of the druggable allosteric binding site containing a G12C mutation, KRASG12C has been the focus of attention in oncology research. We report here a computationally driven approach aimed at identifying novel and selective KRASG12C covalent inhibitors. The workflow involved initial enumeration of virtual molecules tailored for the KRAS allosteric binding site. Tools such as pharmacophore modeling, docking, and free-energy perturbations were deployed to prioritize the compounds with the best profiles. The synthesized naphthyridinone scaffold showed the ability to react with G12C and inhibit KRASG12C . Analogues were prepared to establish structure-activity relationships, while molecular dynamics simulations and crystallization of the inhibitor-KRASG12C complex highlighted an unprecedented binding mode.
Insights
Researchers developed a computational method to find new KRAS G12C inhibitors for cancer therapy. They identified a novel naphthyridinone scaffold that effectively inhibits KRAS G12C, revealing a unique binding interaction.
Area of Science:
- Oncology
- Medicinal Chemistry
- Computational Drug Discovery
Background:
- KRAS mutations are common in lethal cancers, making it a key target for anticancer drugs.
- The KRAS G12C mutation presents a druggable allosteric binding site, driving significant research interest.
Purpose of the Study:
- To identify novel and selective covalent inhibitors targeting the KRAS G12C mutation using a computational approach.
- To explore new chemical scaffolds and binding modes for KRAS G12C inhibition.
Main Methods:
- Virtual screening of molecules using pharmacophore modeling and docking.
- Prioritization of compounds via free-energy perturbation calculations.
- Synthesis and structure-activity relationship (SAR) studies of identified inhibitors.
- Molecular dynamics simulations and X-ray crystallography for binding mode analysis.
Main Results:
- A novel naphthyridinone scaffold was identified with potent KRAS G12C inhibitory activity.
- Structure-activity relationship studies guided the optimization of inhibitor potency.
- Crystallization revealed an unprecedented binding mode of the inhibitor to KRAS G12C.
Conclusions:
- The computational strategy successfully identified novel covalent KRAS G12C inhibitors.
- The discovered naphthyridinone scaffold and its binding mode offer new avenues for KRAS-targeted cancer therapy.
- This work advances the development of targeted therapies for KRAS-mutated cancers.
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