Protein-ligand interaction studies are important for understanding the mechanisms of biological regulation, and they provide a theoretical basis for the design and discovery of new drug targets. To predict the Protein-Ligand interactions (PLIs), we dock the ligand to the target protein with RosettaLigand docking application. The predicted PIIs are then characterized by breaking down the Rosetta interface energy scores into per-residue level to identify potential lost-of-functions and gain-of-function mutants, which can further validate the predicted PLIs.
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