1. Large-scale characterization of drug mechanism of action using proteome-wide thermal shift assays.
- Author
-
Van Vranken JG, Li J, Mintseris J, Wei TY, Sniezek CM, Gadzuk-Shea M, Gygi SP, and Schweppe DK
- Subjects
- Humans, Drug Evaluation, Preclinical methods, Drug Discovery methods, Temperature, Protein Stability drug effects, Small Molecule Libraries pharmacology, Proteome metabolism
- Abstract
In response to an ever-increasing demand of new small molecules therapeutics, numerous chemical and genetic tools have been developed to interrogate compound mechanism of action. Owing to its ability to approximate compound-dependent changes in thermal stability, the proteome-wide thermal shift assay has emerged as a powerful tool in this arsenal. The most recent iterations have drastically improved the overall efficiency of these assays, providing an opportunity to screen compounds at a previously unprecedented rate. Taking advantage of this advance, we quantified more than one million thermal stability measurements in response to multiple classes of therapeutic and tool compounds (96 compounds in living cells and 70 compounds in lysates). When interrogating the dataset as a whole, approximately 80% of compounds (with quantifiable targets) caused a significant change in the thermal stability of an annotated target. There was also a wealth of evidence portending off-target engagement despite the extensive use of the compounds in the laboratory and/or clinic. Finally, the combined application of cell- and lysate-based assays, aided in the classification of primary (direct ligand binding) and secondary (indirect) changes in thermal stability. Overall, this study highlights the value of these assays in the drug development process by affording an unbiased and reliable assessment of compound mechanism of action., Competing Interests: JV, JL, JM, TW, CS, MG No competing interests declared, SG SPG is on the advisory board for ThermoFisher Scientific, Cedilla Therapeutics, Casma Therapeutics, Cell Signaling Technology and Frontier Medicines, DS DKS is a consultant and/or collaborator with ThermoFisher Scientific, AI Proteins, Genentech, and Matchpoint Therapeutics, (© 2024, Van Vranken et al.)
- Published
- 2024
- Full Text
- View/download PDF