scholarly journals Directed Evolution Mimics Allosteric Activation by Stepwise Tuning of the Conformational Ensemble

2018 ◽  
Vol 140 (23) ◽  
pp. 7256-7266 ◽  
Author(s):  
Andrew R. Buller ◽  
Paul van Roye ◽  
Jackson K. B. Cahn ◽  
Remkes A. Scheele ◽  
Michael Herger ◽  
...  
Keyword(s):  
Directed Evolution ◽  
Conformational Ensemble ◽  
Allosteric Activation

scholarly journals Directed evolution of the tryptophan synthase β-subunit for stand-alone function recapitulates allosteric activation

2015 ◽  
Vol 112 (47) ◽  
pp. 14599-14604 ◽  
Author(s):  
Andrew R. Buller ◽  
Sabine Brinkmann-Chen ◽  
David K. Romney ◽  
Michael Herger ◽  
Javier Murciano-Calles ◽  
...  
Keyword(s):  
Directed Evolution ◽  
Pyrococcus Furiosus ◽  
Tryptophan Synthase ◽  
Β Subunit ◽  
Allosteric Activation ◽  
Α Subunit ◽  
X Ray ◽  
Catalytic Activities ◽  
Catalytic Potential ◽  
Protein Partners

Enzymes in heteromeric, allosterically regulated complexes catalyze a rich array of chemical reactions. Separating the subunits of such complexes, however, often severely attenuates their catalytic activities, because they can no longer be activated by their protein partners. We used directed evolution to explore allosteric regulation as a source of latent catalytic potential using the β-subunit of tryptophan synthase from Pyrococcus furiosus (PfTrpB). As part of its native αββα complex, TrpB efficiently produces tryptophan and tryptophan analogs; activity drops considerably when it is used as a stand-alone catalyst without the α-subunit. Kinetic, spectroscopic, and X-ray crystallographic data show that this lost activity can be recovered by mutations that reproduce the effects of complexation with the α-subunit. The engineered PfTrpB is a powerful platform for production of Trp analogs and for further directed evolution to expand substrate and reaction scope.

scholarly journals Ensemble-based enzyme design can recapitulate the effects of laboratory directed evolution in silico

2020 ◽  
Vol 11 (1) ◽  
Author(s):  
Aron Broom ◽  
Rojo V. Rakotoharisoa ◽  
Michael C. Thompson ◽  
Niayesh Zarifi ◽  
Erin Nguyen ◽  
...  
Keyword(s):  
Directed Evolution ◽  
Protein Design ◽  
Active Site ◽  
Room Temperature ◽  
De Novo ◽  
Conformational Ensemble ◽  
Enzyme Design ◽  
X Ray ◽  
Conformational Ensembles ◽  
X Ray Crystallography

Abstract The creation of artificial enzymes is a key objective of computational protein design. Although de novo enzymes have been successfully designed, these exhibit low catalytic efficiencies, requiring directed evolution to improve activity. Here, we use room-temperature X-ray crystallography to study changes in the conformational ensemble during evolution of the designed Kemp eliminase HG3 (kcat/KM 146 M−1s−1). We observe that catalytic residues are increasingly rigidified, the active site becomes better pre-organized, and its entrance is widened. Based on these observations, we engineer HG4, an efficient biocatalyst (kcat/KM 103,000 M−1s−1) containing key first and second-shell mutations found during evolution. HG4 structures reveal that its active site is pre-organized and rigidified for efficient catalysis. Our results show how directed evolution circumvents challenges inherent to enzyme design by shifting conformational ensembles to favor catalytically-productive sub-states, and suggest improvements to the design methodology that incorporate ensemble modeling of crystallographic data.

scholarly journals Evolution of an enzyme conformational ensemble guides design of an efficient biocatalyst

2020 ◽  
Author(s):  
Aron Broom ◽  
Rojo V. Rakotoharisoa ◽  
Michael C. Thompson ◽  
Niayesh Zarifi ◽  
Erin Nguyen ◽  
...  
Keyword(s):  
Directed Evolution ◽  
Protein Design ◽  
Active Site ◽  
Room Temperature ◽  
De Novo ◽  
Conformational Ensemble ◽  
Enzyme Design ◽  
X Ray ◽  
Conformational Ensembles ◽  
X Ray Crystallography

AbstractThe creation of artificial enzymes is a key objective of computational protein design. Although de novo enzymes have been successfully designed, these exhibit low catalytic efficiencies, requiring directed evolution to improve activity. Here, we used room-temperature X-ray crystallography to study changes in the conformational ensemble during evolution of the designed Kemp eliminase HG3 (kcat/KM 160 M−1s−1). We observed that catalytic residues were increasingly rigidified, the active site became better pre-organized, and its entrance was widened. Based on these observations, we engineered HG4, an efficient biocatalyst (kcat/KM 120,000 M−1s−1) containing active-site mutations found during evolution but not distal ones. HG4 structures revealed that its active site was pre-organized and rigidified for efficient catalysis. Our results show how directed evolution circumvents challenges inherent to enzyme design by shifting conformational ensembles to favor catalytically-productive sub-states, and suggest improvements to the design methodology that incorporate ensemble modeling of crystallographic data.

How directed evolution reshapes the energy landscape in an enzyme to boost catalysis

Science ◽  
2020 ◽  
pp. eabd3623
Author(s):  
Renee Otten ◽  
Ricardo A. P. Pádua ◽  
H. Adrian Bunzel ◽  
Vy Nguyen ◽  
Warintra Pitsawong ◽  
...  
Keyword(s):  
Directed Evolution ◽  
Conformational Changes ◽  
Proton Transfer Reaction ◽  
High Energy ◽  
Conformational Ensemble ◽  
Chemical Transformations ◽  
Catalytic Function ◽  
Highly Active ◽  
Transition State Stabilization ◽  
Speed Up

The advent of biocatalysts designed computationally and optimized by laboratory evolution provides an opportunity to explore molecular strategies for augmenting catalytic function. Applying a suite of NMR, crystallographic, and stopped-flow techniques to an enzyme designed for an elementary proton transfer reaction, we show how directed evolution gradually altered the conformational ensemble of the protein scaffold to populate a narrow, highly active conformational ensemble and achieve a nearly billionfold rate acceleration. Mutations acquired during optimization enabled global conformational changes, including high-energy backbone rearrangements, that cooperatively organized the catalytic base and oxyanion stabilizer, thus perfecting transition-state stabilization. Explicit sampling of conformational sub-states during design, and specifically stabilizing productive over all unproductive conformations, could speed up the development of protein catalysts for many chemical transformations.

Directed Evolution of P450 Fatty Acid Decarboxylases via High-Throughput Screening Towards Improved Catalytic Activity

2019 ◽  
Author(s):  
Huifang Xu ◽  
Weinan Liang ◽  
Linlin Ning ◽  
Yuanyuan Jiang ◽  
Wenxia Yang ◽  
...  
Keyword(s):  
Catalytic Activity ◽  
Fatty Acid ◽  
Directed Evolution ◽  
High Throughput ◽  
High Throughput Screening ◽  
Colorimetric Detection ◽  
Screening Method ◽  
Random Mutagenesis ◽  
Direct Production ◽  
Consumption Activity

P450 fatty acid decarboxylases (FADCs) have recently been attracting considerable attention owing to their one-step direct production of industrially important 1-alkenes from biologically abundant feedstock free fatty acids under mild conditions. However, attempts to improve the catalytic activity of FADCs have met with little success. Protein engineering has been limited to selected residues and small mutant libraries due to lack of an effective high-throughput screening (HTS) method. Here, we devise a catalase-deficient <i>Escherichia coli</i> host strain and report an HTS approach based on colorimetric detection of H<sub>2</sub>O<sub>2</sub>-consumption activity of FADCs. Directed evolution enabled by this method has led to effective identification for the first time of improved FADC variants for medium-chain 1-alkene production from both DNA shuffling and random mutagenesis libraries. Advantageously, this screening method can be extended to other enzymes that stoichiometrically utilize H<sub>2</sub>O<sub>2</sub> as co-substrate.

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