Compared to inhibitors, which constitute the vast majority of today’s drugs, enzyme activators have considerable advantages, especially in the context of enzymes that regulate reactive flux through metabolic pathways associated with chronic, age-related diseases and lifespan. Across all families of enzymes, only a dozen or so distinct classes of small molecule activators have been characterized. Enzyme activators that are not based on naturally evolved allosteric mechanisms are much more difficult to design than inhibitors, because enzymatic catalysis has been optimized over billions of years of evolution. Here, we introduce modes of enzyme activation based on the catalytic reaction mechanisms of enzymes for which naturally evolved activators may not exist. We establish biophysical properties of small molecule modulators that are necessary to achieve desired changes in the steady state and non-steady state parameters of these enzymes, including changes in local conformational degrees of freedom conducive to the enhancement of catalytic activity that can be identified through computational modeling of their active sites. We illustrate how the modes of action of several compounds reported to activate enzymes without known allosteric sites may be understood using the framework presented. We also present simulations and new experimental results in support of this framework, including identification of the mechanism of a compound that activates the human SIRT3 enzyme, which does not contain a known allosteric site, under physiologically relevant conditions.
Discovery of small-molecule enzyme activators by activity-based protein profiling
