Back

ChILL & DisCO to discover competitive, connective and allosteric Nanobodies that modulate the SOS1-RAS protein-protein interactions and tune the nucleotide exchange rate

Fischer, B.; Uchanski, T.; Sheryazdanova, A.; Gonzalez, S.; Volkov, A.; Brosens, E.; Zogg, T.; Kalichuk, V.; Ballet, S.; Versees, W.; Sablina, A.; Pardon, E.; Wohlkonig, A.; Steyaert, J.

2022-12-08 bioengineering
10.1101/2022.12.06.519258 bioRxiv
Show abstract

Protein-protein interactions (PPIs) are central in cell metabolism but research tools for the structural and functional characterization of these PPIs are often missing. Here we introduce novel and broadly applicable immunization (Cross-link PPIs and immunize llamas, ChILL) and selection strategies (Display and co-selection, DisCO) for the discovery of diverse Nanobodies that either stabilize or disrupt PPIs in a single experiment. We applied ChILL and DisCO to identify competitive, connective or fully allosteric Nanobodies that inhibit or facilitate the formation of the SOS1*RAS complex and modulate the nucleotide exchange rate on this pivotal GTPase in vitro and RAS signalling in cellulo. One of these connective Nanobodies fills a cavity that was previously identified as the binding pocket for a series of therapeutic lead compounds. The long complementarity-determining region (CDR3) that penetrates this binding pocket serves as an innovative pharmacophore for extending the repertoire of potential leads.

Matching journals

The top 2 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.