Literature DB >> 28159998

Overcoming an optimization plateau in the directed evolution of highly efficient nerve agent bioscavengers.

Moshe Goldsmith1, Nidhi Aggarwal2, Yacov Ashani1,2, Halim Jubran1, Per Jr Greisen3, Sergey Ovchinnikov3, Haim Leader4, David Baker3, Joel L Sussman2, Adi Goldenzweig1, Sarel J Fleishman1, Dan S Tawfik1.   

Abstract

Improving an enzyme's initially low catalytic efficiency with a new target substrate by an order of magnitude or two may require only a few rounds of mutagenesis and screening or selection. However, subsequent rounds of optimization tend to yield decreasing degrees of improvement (diminishing returns) eventually leading to an optimization plateau. We aimed to optimize the catalytic efficiency of bacterial phosphotriesterase (PTE) toward V-type nerve agents. Previously, we improved the catalytic efficiency of wild-type PTE toward the nerve agent VX by 500-fold, to a catalytic efficiency (kcat/KM) of 5 × 106 M-1 min-1. However, effective in vivo detoxification demands an enzyme with a catalytic efficiency of >107 M-1 min-1. Here, following eight additional rounds of directed evolution and the computational design of a stabilized variant, we evolved PTE variants that detoxify VX with a kcat/KM ≥ 5 × 107 M-1 min-1 and Russian VX (RVX) with a kcat/KM ≥ 107 M-1 min-1. These final 10-fold improvements were the most time consuming and laborious, as most libraries yielded either minor or no improvements. Stabilizing the evolving enzyme, and avoiding tradeoffs in activity with different substrates, enabled us to obtain further improvements beyond the optimization plateau and evolve PTE variants that were overall improved by >5000-fold with VX and by >17 000-fold with RVX. The resulting variants also hydrolyze G-type nerve agents with high efficiency (GA, GB at kcat/KM > 5 × 107 M-1 min-1) and can thus serve as candidates for broad-spectrum nerve-agent prophylaxis and post-exposure therapy using low enzyme doses.
© The Author 2017. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  PROSS; computational design; enzyme engineering; phosphotriesterase; protein stability

Mesh:

Substances:

Year:  2017        PMID: 28159998     DOI: 10.1093/protein/gzx003

Source DB:  PubMed          Journal:  Protein Eng Des Sel        ISSN: 1741-0126            Impact factor:   1.650


  14 in total

1.  Directed evolution methods for overcoming trade-offs between protein activity and stability.

Authors:  Samuel D Stimple; Matthew D Smith; Peter M Tessier
Journal:  AIChE J       Date:  2019-10-09       Impact factor: 3.993

Review 2.  A mechanistic view of enzyme evolution.

Authors:  Gloria Yang; Charlotte M Miton; Nobuhiko Tokuriki
Journal:  Protein Sci       Date:  2020-08       Impact factor: 6.725

Review 3.  Learning Strategies in Protein Directed Evolution.

Authors:  Xavier F Cadet; Jean Christophe Gelly; Aster van Noord; Frédéric Cadet; Carlos G Acevedo-Rocha
Journal:  Methods Mol Biol       Date:  2022

Review 4.  Enhancing organophosphate hydrolase efficacy via protein engineering and immobilization strategies.

Authors:  Priya Katyal; Stanley Chu; Jin Kim Montclare
Journal:  Ann N Y Acad Sci       Date:  2020-08-19       Impact factor: 5.691

5.  Automated Design of Efficient and Functionally Diverse Enzyme Repertoires.

Authors:  Olga Khersonsky; Rosalie Lipsh; Ziv Avizemer; Yacov Ashani; Moshe Goldsmith; Haim Leader; Orly Dym; Shelly Rogotner; Devin L Trudeau; Jaime Prilusky; Pep Amengual-Rigo; Victor Guallar; Dan S Tawfik; Sarel J Fleishman
Journal:  Mol Cell       Date:  2018-09-27       Impact factor: 17.970

6.  Optimization of Cholinesterase-Based Catalytic Bioscavengers Against Organophosphorus Agents.

Authors:  Sofya V Lushchekina; Lawrence M Schopfer; Bella L Grigorenko; Alexander V Nemukhin; Sergei D Varfolomeev; Oksana Lockridge; Patrick Masson
Journal:  Front Pharmacol       Date:  2018-03-13       Impact factor: 5.810

7.  PROSS 2: a new server for the design of stable and highly expressed protein variants.

Authors:  Jonathan Jacob Weinstein; Adi Goldenzweig; Shlomo-Yakir Hoch; Sarel Jacob Fleishman
Journal:  Bioinformatics       Date:  2020-12-26       Impact factor: 6.937

8.  Bacterial Expression of Human Butyrylcholinesterase as a Tool for Nerve Agent Bioscavengers Development.

Authors:  Xavier Brazzolotto; Alexandre Igert; Virginia Guillon; Gianluca Santoni; Florian Nachon
Journal:  Molecules       Date:  2017-10-27       Impact factor: 4.411

9.  Highly active enzymes by automated combinatorial backbone assembly and sequence design.

Authors:  Gideon Lapidoth; Olga Khersonsky; Rosalie Lipsh; Orly Dym; Shira Albeck; Shelly Rogotner; Sarel J Fleishman
Journal:  Nat Commun       Date:  2018-07-17       Impact factor: 14.919

10.  Catalytic activity and stereoselectivity of engineered phosphotriesterases towards structurally different nerve agents in vitro.

Authors:  Anja Köhler; Benjamin Escher; Laura Job; Marianne Koller; Horst Thiermann; Arne Skerra; Franz Worek
Journal:  Arch Toxicol       Date:  2021-06-23       Impact factor: 5.153

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