[HTML][HTML] Deep learning for optimization of protein expression
EM Nikolados, DA Oyarzún - Current opinion in biotechnology, 2023 - Elsevier
Highlights•Deep learning produces highly accurate predictors of protein expression.•Recent
works demonstrate substantial potential in strain design and optimization.•Key challenges …
works demonstrate substantial potential in strain design and optimization.•Key challenges …
[HTML][HTML] Accuracy and data efficiency in deep learning models of protein expression
Synthetic biology often involves engineering microbial strains to express high-value
proteins. Thanks to progress in rapid DNA synthesis and sequencing, deep learning has …
proteins. Thanks to progress in rapid DNA synthesis and sequencing, deep learning has …