COOKIE-Pro: Covalent Inhibitor Binding Kinetics Profiling on the Proteome Scale

Covalent inhibitors are an emerging class of therapeutics, but methods to comprehensively profile their binding kinetics and selectivity across the proteome have been limited. Here we introduce COOKIE-Pro (COvalent Occupancy KInetic Enrichment via Proteomics), an unbiased method for quantifying irreversible covalent inhibitor binding kinetics on a proteome-wide scale. COOKIE-Pro uses a two-step incubation process with mass spectrometry-based proteomics to determine $k_{\mathrm{inact}}$ and $K_I$ values for covalent inhibitors against both on-target and off-target proteins. We validated COOKIE-Pro using the BTK inhibitors spebrutinib and ibrutinib, accurately reproducing known kinetic parameters and identifying both expected and novel off-targets. The method revealed that spebrutinib has over 10-fold higher potency for TEC kinase compared to its intended target BTK. We further demonstrate that COOKIE-Pro is compatible with streamlined cysteine activity-based protein profiling (SLC-ABPP) datasets, enabling efficient conversion of competition ratios to meaningful kinetic parameters. By providing a comprehensive view of covalent inhibitor binding across the proteome, COOKIE-Pro represents a powerful new tool for optimizing the potency and selectivity of covalent drugs during preclinical development.