Deep protein representations enable recombinant protein expression prediction

Deep protein representations enable recombinant protein expression prediction

A crucial process in the production of industrial enzymes is recombinant gene expression, which aims to induce enzyme overexpression of the genes in a host microbe. Current approaches for securing overexpression rely on molecular tools such as adjusting the recombinant expression vector, adjusting c...

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Bibliographic Details
Main Authors: Armenteros, J.J.A (Author), Johansen, A.R (Author), Martiny, H.-M (Author), Nielsen, H. (Author), Salomon, J. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2021
Subjects:
Bacillus subtilis
bacterial protein
Bacterial Proteins
Bacteriology
Cultivation
Cultivation conditions
'current
Enzymes
Escherichia coli
Expression vectors
Forecasting
Gene expression
gene expression regulation
Gene Expression Regulation
genetics
Industrial enzymes
machine learning
Machine Learning
Molecular tools
Overexpressions
Performance
Recombinant expression
Recombinant gene expressions
recombinant protein
Recombinant protein expression
Recombinant proteins
Recombinant Proteins
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