Discovery and Optimization of Small Molecule Inhibitors of the SLIT2/ROBO1 Protein-Protein Interaction Using...

Protein-protein interactions (PPIs) mediated by extracellular ligands remain challenging targets for small molecule intervention due to their large and dynamic interfaces. The interaction between SLIT2 and its receptor ROBO1 plays a critical role in cell migration and tumor progression, yet remains largely unexplored. Here, we report the discovery and optimization of small molecule inhibitors of the SLIT2/ROBO1 interaction enabled by DNA-encoded library (DEL) screening. Affinity selection against SLIT2 identified four structurally diverse hit compounds, which were subsequently validated using orthogonal biophysical assays. Among these, one hit exhibited measurable SLIT2 binding and functional inhibition of the SLIT2/ROBO1 interaction in a time-resolved FRET assay. Guided by physicochemical considerations, a solubility-optimized analog was designed, resulting in a ~50-fold improvement in binding affinity and an ~9-fold enhancement in functional potency. Molecular dynamics simulations and induced-fit docking revealed a stable binding mode within the SLIT2 LRR2 domain and suggested that a benzothiophene substituent was dispensable for target engagement. Fragment-based experimental validation confirmed this prediction, leading to the identification of a minimal azaindole-based pharmacophore that retained nanomolar binding affinity. Collectively, this study demonstrates how DEL-enabled hit discovery combined with rational optimization and fragment deconstruction can yield potent small molecule modulators of a challenging extracellular PPI, providing a foundation for further development of SLIT2/ROBO1 pathway inhibitors.