Statistical design of experiments for synthetic biology

J Gilman, L Walls, L Bandiera… - ACS synthetic …, 2021 - ACS Publications
The design and optimization of biological systems is an inherently complex undertaking that
requires careful balancing of myriad synergistic and antagonistic variables. However …

Controlling gene expression with deep generative design of regulatory DNA

J Zrimec, X Fu, AS Muhammad, C Skrekas… - Nature …, 2022 - nature.com
Abstract Design of de novo synthetic regulatory DNA is a promising avenue to control gene
expression in biotechnology and medicine. Using mutagenesis typically requires screening …

Synthetic gene design—The rationale for codon optimization and implications for molecular pharming in plants

GR Webster, AYH Teh, JKC Ma - Biotechnology and …, 2017 - Wiley Online Library
Degeneracy in the genetic code allows multiple codon sequences to encode the same
protein. Codon usage bias in genes is the term given to the preferred use of particular …

Evaluation of 244,000 synthetic sequences reveals design principles to optimize translation in Escherichia coli

G Cambray, JC Guimaraes, AP Arkin - Nature biotechnology, 2018 - nature.com
Comparative analyses of natural and mutated sequences have been used to probe
mechanisms of gene expression, but small sample sizes may produce biased outcomes. We …

[HTML][HTML] Accuracy and data efficiency in deep learning models of protein expression

EM Nikolados, A Wongprommoon, OM Aodha… - Nature …, 2022 - nature.com
Synthetic biology often involves engineering microbial strains to express high-value
proteins. Thanks to progress in rapid DNA synthesis and sequencing, deep learning has …

Computational tools and algorithms for designing customized synthetic genes

N Gould, O Hendy, D Papamichail - Frontiers in bioengineering and …, 2014 - frontiersin.org
Advances in DNA synthesis have enabled the construction of artificial genes, gene circuits,
and genomes of bacterial scale. Freedom in de novo design of synthetic constructs provides …

Stepwise optimization of recombinant protein production in Escherichia coli utilizing computational and experimental approaches

KAR Packiam, RN Ramanan, CW Ooi… - Applied microbiology …, 2020 - Springer
Over the past few decades, Escherichia coli (E. coli) remains the most favorable host among
the microbial cell factories for the production of soluble recombinant proteins. Recombinant …

DNA Chisel, a versatile sequence optimizer

V Zulkower, S Rosser - Bioinformatics, 2020 - academic.oup.com
Motivation Accounting for biological and practical requirements in DNA sequence design
often results in challenging optimization problems. Current software solutions are problem …

Recombinant multiepitope proteins expressed in Escherichia coli cells and their potential for immunodiagnosis

AAM Gonçalves, AJ Ribeiro, CAA Resende… - Microbial Cell …, 2024 - Springer
Recombinant multiepitope proteins (RMPs) are a promising alternative for application in
diagnostic tests and, given their wide application in the most diverse diseases, this review …

[HTML][HTML] A multi-objective butterfly optimization algorithm for protein encoding

B Gonzalez-Sanchez, MA Vega-Rodríguez… - Applied Soft …, 2023 - Elsevier
The integration of multiple genes to maximize protein expression levels represents an
important challenge in synthetic biology. This task relies on the definition of multiple protein …