Codon optimization with deep learning to enhance protein expression
Abstract Heterologous expression is the main approach for recombinant protein production ingenetic synthesis, for which codon optimization is necessary. The existing optimization methods are based on biological indexes. In this paper, we propose a novel codon optimization method based on deep learni...
Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2020-10-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-020-74091-z |