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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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Bibliografiske detaljer
Udgivet i:Nat Struct Mol Biol
Main Authors: Tunney, Robert, McGlincy, Nicholas J, Graham, Monica E, Naddaf, Nicki, Pachter, Lior, Lareau, Liana F
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang: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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