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Deep generative models of genetic variation capture the effects of mutations

The functions of proteins and RNAs are defined by the collective interactions of many residues, and yet most statistical models of biological sequences consider sites nearly independently. Recent approaches have demonstrated benefits of including interactions to capture pairwise covariation, but lea...

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Detalhes bibliográficos
Publicado no:Nat Methods
Main Authors: Riesselman, Adam J., Ingraham, John B., Marks, Debora S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6693876/
https://ncbi.nlm.nih.gov/pubmed/30250057
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41592-018-0138-4
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