High-Throughput Kinetic Characterization of Irreversible Covalent Inhibitors of KRAS G12C by Intact Protein MS and Targeted MRM.
Ke Sherry LiJohn G QuinnMatthew J SaabyeJesus F Salcido GuerreroJim NonomiyaQihui LianWilson PhungYevgeniy IzrayelitBenjamin T WaltersAmy GustafsonNicholas F EndresMaureen H BeresiniMelinda M MulvihillPublished in: Analytical chemistry (2022)
With recent advances and success in several drugs designed to treat acute and chronic diseases, targeted covalent inhibitors show a resurgence in drug discovery. As covalent inhibition is time-dependent, the preferred quantitative potency metric of irreversible inhibitors is the second-order rate constant k inact / K i , rather than IC 50 . Here, we present the development of a mass spectrometry-based platform for rapid kinetic analysis of irreversible covalent inhibitors. Using a simple liquid handling robot for automated sample preparation and a solid-phase extraction-based RapidFire-MS system for rapid MS analysis, kinetic characterization of covalent inhibitors was performed in high throughput both by intact protein analysis and targeted multiple reaction monitoring (MRM). In addition, a bimolecular reaction model was applied to extract k inact / K i in data fitting, providing tremendous flexibility in the experimental design to characterize covalent inhibitors with various properties. Using KRAS G12C inhibitors as a test case, the platform was demonstrated to be effective for studying covalent inhibitors with a wide range of k inact / K i values from single digit to 3 × 10 5 M -1 s -1 .
Keyphrases
- high throughput
- mass spectrometry
- multiple sclerosis
- ms ms
- machine learning
- liquid chromatography
- solid phase extraction
- high performance liquid chromatography
- oxidative stress
- drug discovery
- cancer therapy
- high resolution
- small molecule
- intensive care unit
- electronic health record
- drug induced
- protein protein
- amino acid
- capillary electrophoresis
- ionic liquid
- molecularly imprinted
- loop mediated isothermal amplification
- binding protein
- data analysis
- simultaneous determination
- sensitive detection