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Protein embeddings and deep learning predict binding residues for various ligand classes

One important aspect of protein function is the binding of proteins to ligands, including small molecules, metal ions, and macromolecules such as DNA or RNA. Despite decades of experimental progress many binding sites remain obscure. Here, we proposed bindEmbed21, a method predicting whether a prote...

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Detalles Bibliográficos
Autores principales: Littmann, Maria, Heinzinger, Michael, Dallago, Christian, Weissenow, Konstantin, Rost, Burkhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668950/
https://www.ncbi.nlm.nih.gov/pubmed/34903827
http://dx.doi.org/10.1038/s41598-021-03431-4