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Protein design and variant prediction using autoregressive generative models

The ability to design functional sequences and predict effects of variation is central to protein engineering and biotherapeutics. State-of-art computational methods rely on models that leverage evolutionary information but are inadequate for important applications where multiple sequence alignments...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Shin, Jung-Eun, Riesselman, Adam J., Kollasch, Aaron W., McMahon, Conor, Simon, Elana, Sander, Chris, Manglik, Aashish, Kruse, Andrew C., Marks, Debora S.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8065141/
https://ncbi.nlm.nih.gov/pubmed/33893299
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22732-w
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