bioRxivBiophysics
IN SILICO DESIGN AND BINDING MECHANISM OF E3 LIGASE UBR1 RECRUITERS
Abstract
Proteolysis Targeting Chimeric Molecules (PROTACs) represent a promising avenue in drug discovery, as they can induce the targeted degradation of disease-relevant proteins within the cellular machinery. These compounds comprise a ligand tailored to bind the specific targeted protein connected to a recruiter molecule that engages with the E3 ligase. Despite their promise as therapeutic agents, their clinical advancement has encountered substantial challenges, primarily due to the limited availability of suitable E3 ligases. Additionally, cell permeability and proteolytic stability due to their peptide nature often hamper their application. In this study, we focus on the development of recruiters for the E3 ligase UBR1. This widely expressed protein has recently been demonstrated to be efficient in driving the degradation of oncogenic proteins. Our computational approach leverages a fragment-based peptidomimetics strategy, integrating pharmacophore filtering, docking, and fragment-linking optimization. Finally, we subject the wild-type peptide and the most promising combined fragments to advanced binding free energy calculations, unveiling insights into their dynamic water-mediated binding mechanisms and their potential as robust E3 ligase UBR1 recruiters, ultimately leading to the identification of promising compounds. This computational workflow is readily applicable to the development of related PROTACs and also to model protein-protein interactions with similar characteristics.
- assay: proteomics
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
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