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Toward a unified scoring function for native state discrimination and drug-binding pocket recognition

TitleToward a unified scoring function for native state discrimination and drug-binding pocket recognition
Publication TypeJournal Article
Year of Publication2018
AuthorsBattisti, A, Zamuner, S, Sarti, E, Laio, A
JournalPhysical Chemistry Chemical Physics
Volume20
Issue25
Pagination17148 - 17155
Date Published2018
ISBN Number1463-9076
Abstract

Protein folding and receptor–ligand recognition are fundamental processes for any living organism. Although folding and ligand recognition are based on the same chemistry, the existing empirical scoring functions target just one problem: predicting the correct fold or the correct binding pose. We here introduce a statistical potential which considers moieties as fundamental units. The scoring function is able to deal with both folding and ligand pocket recognition problems with a performance comparable to the scoring functions specifically tailored for one of the two tasks. We foresee that the capability of the new scoring function to tackle both problems in a unified framework will be a key to deal with the induced fit phenomena, in which a target protein changes significantly its conformation upon binding. Moreover, the new scoring function might be useful in docking protocols towards intrinsically disordered proteins, whose flexibility cannot be handled with the available docking software.

URLhttp://dx.doi.org/10.1039/C7CP08170G
Short TitlePhys. Chem. Chem. Phys.