Design of Toy Proteins Capable to Rearrange Conformations in a Mechanical Fashion
Alexander L. Borovinskiy, Alexander Yu. Grosberg

TL;DR
This paper presents a novel design of toy proteins that mimic enzyme-like conformational rearrangements, enabling large-scale, linear, and controllable conformational changes without unfolding, useful for testing enzyme machine theories.
Contribution
It introduces a new sequence design method for toy proteins with a collective funnel landscape facilitating conformational rearrangements along a linear path.
Findings
Demonstrates large-scale conformational rearrangement without opening the compact state
Shows the possibility of designing energy landscapes with equal or biased energies along the path
Models enzyme-like cycle with ligand binding and conformational changes
Abstract
We design toy protein mimicking a machine-like function of an enzyme. Using an insight gained by the study of conformation space of compact lattice polymers, we demonstrate the possibility of a large scale conformational rearrangement which occurs (i) without opening a compact state, and (ii) along a linear (one-dimensional) path. We also demonstrate the possibility to extend sequence design method such that it yields a "collective funnel" landscape in which the toy protein (computationally) folds into the valley with rearrangement path at its bottom. Energies of the states along the path can be designed to be about equal, allowing for diffusion along the path. They can also be designed to provide for a significant bias in one certain direction. Together with a toy ligand molecule, our "enzimatic" machine can perform the entire cycle, including conformational relaxation in one direction…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
