(505b) Local Deformations of Proteins through Molecular Simulations Reveal Allosteric Pathways
AIChE Annual Meeting
2023
2023 AIChE Annual Meeting
Food, Pharmaceutical & Bioengineering Division
Computational, Structure, Biophysical Protein Engineering
Wednesday, November 8, 2023 - 3:48pm to 4:06pm
Allosteric regulation is an important property of proteins with many applications in drug design, yet is notoriously difficult to characterize for any general protein. Many proteins show very subtle conformational changes upon allosteric perturbations, with local changes that are not captured by global metrics such as Root Mean Squared Deviation. This poses a challenge for drug design, where subtle allosteric changes induced by drug binding are missed and the computed efficacy of drugs is mischaracterized. We show that the more natural language to describe conformational changes is a local metric based on an elastic strain formalism, that is able to capture local deformations induced by allosteric perturbations such as drug/peptide binding in Molecular Dynamics simulations. The shear strain tensor is calculated upon binding and reveals previously unknown allosteric sites and allosteric mechanisms. In addition, we show that strain tensors are suitable CVs for enhanced sampling methods, meaning that less chemical intuition is required to choose proper CVs, a major hurdle in advanced sampling method. This methodology paves the way for the design of new allosteric drugs to tackle diseases that are hard to target through drugs that act at the functional site.