Search bioRxiv⌕ Search

Biology subjects

Goldbach, N. M.

Publications and source records attributed to Goldbach, N. M..

2 recordsLinked to original sources

De novo design of light-controlled conformational protein switches

Light-responsive proteins offer the ability to control biology at an unmatched resolution. Yet, optogenetics is limited to a relatively small number of natural and engineered photoreceptors. The design of light-responsive proteins with native-like complexity is challenging as they must incorporate a light-responsive chromophore, couple chemical changes in the chromophore to structural changes in the protein, and ultimately propagate these changes to downstream effectors. Here, we present the computational design of new light-responsive proteins entirely from the bottom-up. We design de novo proteins that accurately bind a retinal chromophore and further design a protein conformational switching motion linked to retinal isomerisation. This switch unlocks a new protein-peptide interaction, creating light-activated heterodimers with an over 30-fold increase in binding upon illumination. Moreover, we show that the designed heterodimers are customisable, with tuneable wavelengths, sensitivities, and specificities. Further, we use the designed heterodimers to control biological function, regulating intracellular protein-protein interactions and cell-signalling receptors. Finally, we use real-time light-activated NMR to demonstrate that they undergo a defined light-activated conformational change. Overall, we computationally design a new class of light-responsive proteins that may open a new optogenetics toolbox with applications in biology.

biochemistry↗

A generalizable interface-seeded framework for de novo design of functional oligomers

Protein oligomers are ubiquitous in biological systems and essential for function. However, the de novo design of oligomers that controllably assemble in response to exogenous stimuli remains challenging. Here, we present an AI-based generative approach that leverages an interface-seeded strategy for designing responsive homo-oligomers from isolated interaction modules. Experimentally validated designs are highly accurate and explore new-to-nature topologies. We show that designs effectively respond to their chemical triggers with conditional oligomerization or to phosphorylation-driven conformational changes with reversible oligomerization. We further functionalized our responsive assemblies to build ligand-dependent membrane binding systems and phosphorylation-controlled gene regulatory switches. Our framework enables the generalizable design of responsive protein complexes, opening novel possibilities for the engineering of biosynthetic systems with sophisticated regulatory mechanisms.

biochemistry↗