A critical analysis of codon optimization in human therapeutics

VP Mauro, SA Chappell - Trends in molecular medicine, 2014 - cell.com
Codon optimization describes gene engineering approaches that use synonymous codon
changes to increase protein production. Applications for codon optimization include …

Engineering biological systems using automated biofoundries

R Chao, S Mishra, T Si, H Zhao - Metabolic Engineering, 2017 - Elsevier
Engineered biological systems such as genetic circuits and microbial cell factories have
promised to solve many challenges in the modern society. However, the artisanal processes …

Design of protein-binding proteins from the target structure alone

L Cao, B Coventry, I Goreshnik, B Huang, W Sheffler… - Nature, 2022 - nature.com
The design of proteins that bind to a specific site on the surface of a target protein using no
information other than the three-dimensional structure of the target remains a challenge …

Mega-scale experimental analysis of protein folding stability in biology and design

K Tsuboyama, J Dauparas, J Chen, E Laine… - Nature, 2023 - nature.com
Advances in DNA sequencing and machine learning are providing insights into protein
sequences and structures on an enormous scale. However, the energetics driving folding …

Improving de novo protein binder design with deep learning

NR Bennett, B Coventry, I Goreshnik, B Huang… - Nature …, 2023 - nature.com
Recently it has become possible to de novo design high affinity protein binding proteins from
target structural information alone. There is, however, considerable room for improvement as …

De novo design of picomolar SARS-CoV-2 miniprotein inhibitors

L Cao, I Goreshnik, B Coventry, JB Case, L Miller… - Science, 2020 - science.org
Targeting the interaction between the severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2) spike protein and the human angiotensin-converting enzyme 2 (ACE2) …

m6A enhances the phase separation potential of mRNA

RJ Ries, S Zaccara, P Klein, A Olarerin-George… - Nature, 2019 - nature.com
Abstract N 6-methyladenosine (m6A) is the most prevalent modified nucleotide in mRNA,,
with around 25% of mRNAs containing at least one m6A. Methylation of mRNA to form m6A …

Global analysis of protein folding using massively parallel design, synthesis, and testing

GJ Rocklin, TM Chidyausiku, I Goreshnik, A Ford… - Science, 2017 - science.org
Proteins fold into unique native structures stabilized by thousands of weak interactions that
collectively overcome the entropic cost of folding. Although these forces are “encoded” in the …

Massively parallel de novo protein design for targeted therapeutics

A Chevalier, DA Silva, GJ Rocklin, DR Hicks… - Nature, 2017 - nature.com
De novo protein design holds promise for creating small stable proteins with shapes
customized to bind therapeutic targets. We describe a massively parallel approach for …

Codon optimization with deep learning to enhance protein expression

H Fu, Y Liang, X Zhong, ZL Pan, L Huang, HL Zhang… - Scientific reports, 2020 - nature.com
Heterologous expression is the main approach for recombinant protein production ingenetic
synthesis, for which codon optimization is necessary. The existing optimization methods are …