Learning the language of lasso peptides to improve peptide engineering
In the hunt for new therapeutics for cancer and infectious diseases, lasso peptides prove to be a catch. Their knot-like structures afford these molecules high stability and diverse biological activities, making them a promising avenue for new therapeutics. To better unleash their clinical potential, a team from the Carl R. Woese Institute for Genomic Biology developed LassoESM, a new large language model for predicting lasso peptide properties.
The collaborative study was recently published in Nature Communications.
Lasso peptides are natural products made by bacteria. To produce these peptides, bacteria use ribosomes to build chains of amino acids that are then folded by biosynthetic ...