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Accurate design of translational output by a neural network model of ribosome distribution

Synonymous codon choice can have dramatic effects on ribosome speed and protein expression. Ribosome profiling experiments have underscored that ribosomes do not move uniformly along mRNAs. We modeled this variation in translation elongation using a feedforward neural network to predict the ribosome...

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Veröffentlicht in:Nat Struct Mol Biol
Hauptverfasser: Tunney, Robert, McGlincy, Nicholas J, Graham, Monica E, Naddaf, Nicki, Pachter, Lior, Lareau, Liana F
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6457438/
https://ncbi.nlm.nih.gov/pubmed/29967537
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41594-018-0080-2
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