High-throughput screening, next generation sequencing and machine learning: advanced methods in enzyme engineering

R Vanella, G Kovacevic, V Doffini… - Chemical …, 2022 - pubs.rsc.org
Enzyme engineering is an important biotechnological process capable of generating
tailored biocatalysts for applications in industrial chemical conversion and biopharma …

[HTML][HTML] Evolution, folding, and design of TIM barrels and related proteins

S Romero-Romero, S Kordes, F Michel… - Current Opinion in …, 2021 - Elsevier
Highlights•In-depth sequence analysis reveals that the protein fold universe is more
evolutionarily connected than previously assumed.•Short ancestral fragments are observed …

Revealing enzyme functional architecture via high-throughput microfluidic enzyme kinetics

CJ Markin, DA Mokhtari, F Sunden, MJ Appel, E Akiva… - Science, 2021 - science.org
INTRODUCTION Enzymes possess extraordinary catalytic proficiency and specificity. These
properties ultimately derive from interactions not just between the active-site residues and …

Epistasis facilitates functional evolution in an ancient transcription factor

BPH Metzger, Y Park, TN Starr, JW Thornton - Elife, 2024 - elifesciences.org
A protein's genetic architecture–the set of causal rules by which its sequence produces its
functions–also determines its possible evolutionary trajectories. Prior research has …

The effects of codon usage on protein structure and folding

MKJ Moss, LM Chamness… - Annual Review of …, 2023 - annualreviews.org
The rate of protein synthesis is slower than many folding reactions and varies depending on
the synonymous codons encoding the protein sequence. Synonymous codon substitutions …

Protein folding stability and binding interactions through the lens of evolution: a dynamical perspective

T Modi, P Campitelli, IC Kazan, SB Ozkan - Current opinion in structural …, 2021 - Elsevier
Highlights•Folding stability is an important factor for evolution and provides a negative
selection pressure.•Evolution re-shuffles flexibilities to fine-tune function, thereby modulating …

Oligo pools as an affordable source of synthetic DNA for cost‐effective library construction in protein‐and metabolic pathway engineering

BP Kuiper, RC Prins, S Billerbeck - ChemBioChem, 2022 - Wiley Online Library
The construction of custom libraries is critical for rational protein engineering and directed
evolution. Array‐synthesized oligo pools of thousands of user‐defined sequences (up to∼ …

Collateral fitness effects of mutations

JD Mehlhoff, FW Stearns, D Rohm… - Proceedings of the …, 2020 - National Acad Sciences
The distribution of fitness effects of mutation plays a central role in constraining protein
evolution. The underlying mechanisms by which mutations lead to fitness effects are …

Rheostat functional outcomes occur when substitutions are introduced at nonconserved positions that diverge with speciation

L Swint‐Kruse, TA Martin, BM Page, T Wu… - Protein …, 2021 - Wiley Online Library
When amino acids vary during evolution, the outcome can be functionally neutral or
biologically‐important. We previously found that substituting a subset of nonconserved …

[HTML][HTML] Divergent Pairwise Epistasis in the Context of Unstable Membrane Protein Variants

LM Chamness, CP Kuntz, AG McKee, WD Penn… - eLife, 2023 - elifesciences.org
Many eukaryotic membrane proteins are prone to misfolding, which compromises their
functional expression at the plasma membrane. This is particularly true for mammalian …