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Differences in ligand-induced protein dynamics extracted from an unsupervised deep learning approach correlate with protein–ligand binding affinities

Prediction of protein–ligand binding affinity is a major goal in drug discovery. Generally, free energy gap is calculated between two states (e.g., ligand binding and unbinding). The energy gap implicitly includes the effects of changes in protein dynamics induced by ligand binding. However, the rel...

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Detalles Bibliográficos
Autores principales: Yasuda, Ikki, Endo, Katsuhiro, Yamamoto, Eiji, Hirano, Yoshinori, Yasuoka, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9120437/
https://www.ncbi.nlm.nih.gov/pubmed/35589949
http://dx.doi.org/10.1038/s42003-022-03416-7