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...

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Bibliographic Details
Main Authors: Hongguang Fu, Yanbing Liang, Xiuqin Zhong, ZhiLing Pan, Lei Huang, HaiLin Zhang, Yang Xu, Wei Zhou, Zhong Liu
Format: Article
Language:English
Published: Nature Publishing Group 2020-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-74091-z