IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v12y2021i1d10.1038_s41467-021-27266-9.html
   My bibliography  Save this article

Versatile selective evolutionary pressure using synthetic defect in universal metabolism

Author

Listed:
  • Lara Sellés Vidal

    (Imperial College London
    Imperial College London)

  • James W. Murray

    (Imperial College London)

  • John T. Heap

    (Imperial College London
    Imperial College London
    The University of Nottingham, Biodiscovery Institute, University Park)

Abstract

The non-natural needs of industrial applications often require new or improved enzymes. The structures and properties of enzymes are difficult to predict or design de novo. Instead, semi-rational approaches mimicking evolution entail diversification of parent enzymes followed by evaluation of isolated variants. Artificial selection pressures coupling desired enzyme properties to cell growth could overcome this key bottleneck, but are usually narrow in scope. Here we show diverse enzymes using the ubiquitous cofactors nicotinamide adenine dinucleotide (NAD) or nicotinamide adenine dinucleotide phosphate (NADP) can substitute for defective NAD regeneration, representing a very broadly-applicable artificial selection. Inactivation of Escherichia coli genes required for anaerobic NAD regeneration causes a conditional growth defect. Cells are rescued by foreign enzymes connected to the metabolic network only via NAD or NADP, but only when their substrates are supplied. Using this principle, alcohol dehydrogenase, imine reductase and nitroreductase variants with desired selectivity modifications, and a high-performing isopropanol metabolic pathway, are isolated from libraries of millions of variants in single-round experiments with typical limited information to guide design.

Suggested Citation

  • Lara Sellés Vidal & James W. Murray & John T. Heap, 2021. "Versatile selective evolutionary pressure using synthetic defect in universal metabolism," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-27266-9
    DOI: 10.1038/s41467-021-27266-9
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-27266-9
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-021-27266-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kevin M. Esvelt & Jacob C. Carlson & David R. Liu, 2011. "A system for the continuous directed evolution of biomolecules," Nature, Nature, vol. 472(7344), pages 499-503, April.
    2. Ewen Callaway, 2020. "‘It will change everything’: DeepMind’s AI makes gigantic leap in solving protein structures," Nature, Nature, vol. 588(7837), pages 203-204, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hanyang Dong & Jianji Zhang & Hui Zhang & Yue Han & Congcong Lu & Chen Chen & Xiaoxia Tan & Siyu Wang & Xue Bai & Guijin Zhai & Shanshan Tian & Tao Zhang & Zhongyi Cheng & Enmin Li & Liyan Xu & Kai Zh, 2022. "YiaC and CobB regulate lysine lactylation in Escherichia coli," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    2. Shuke Wu & Chao Xiang & Yi Zhou & Mohammad Saiful Hasan Khan & Weidong Liu & Christian G. Feiler & Ren Wei & Gert Weber & Matthias Höhne & Uwe T. Bornscheuer, 2022. "A growth selection system for the directed evolution of amine-forming or converting enzymes," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    3. Edward King & Sarah Maxel & Yulai Zhang & Karissa C. Kenney & Youtian Cui & Emma Luu & Justin B. Siegel & Gregory A. Weiss & Ray Luo & Han Li, 2022. "Orthogonal glycolytic pathway enables directed evolution of noncanonical cofactor oxidase," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    4. Linyue Zhang & Edward King & William B. Black & Christian M. Heckmann & Allison Wolder & Youtian Cui & Francis Nicklen & Justin B. Siegel & Ray Luo & Caroline E. Paul & Han Li, 2022. "Directed evolution of phosphite dehydrogenase to cycle noncanonical redox cofactors via universal growth selection platform," Nature Communications, Nature, vol. 13(1), pages 1-12, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Emily Zhang & Monica E. Neugebauer & Nicholas A. Krasnow & David R. Liu, 2024. "Phage-assisted evolution of highly active cytosine base editors with enhanced selectivity and minimal sequence context preference," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    2. Simeon D. Castle & Michiel Stock & Thomas E. Gorochowski, 2024. "Engineering is evolution: a perspective on design processes to engineer biology," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    3. Stefan A Hoffmann & Christian Wohltat & Kristian M Müller & Katja M Arndt, 2017. "A user-friendly, low-cost turbidostat with versatile growth rate estimation based on an extended Kalman filter," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-15, July.
    4. Mary S. Morrison & Tina Wang & Aditya Raguram & Colin Hemez & David R. Liu, 2021. "Disulfide-compatible phage-assisted continuous evolution in the periplasmic space," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    5. Anna Zimmermann & Julian E. Prieto-Vivas & Charlotte Cautereels & Anton Gorkovskiy & Jan Steensels & Yves Peer & Kevin J. Verstrepen, 2023. "A Cas3-base editing tool for targetable in vivo mutagenesis," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    6. Yanik Weber & Desirée Böck & Anastasia Ivașcu & Nicolas Mathis & Tanja Rothgangl & Eleonora I. Ioannidi & Alex C. Blaudt & Lisa Tidecks & Máté Vadovics & Hiromi Muramatsu & Andreas Reichmuth & Kim F. , 2024. "Enhancing prime editor activity by directed protein evolution in yeast," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    7. Jeonghye Yu & Jongpil Shin & Jihwan Yu & Jihye Kim & Daseuli Yu & Won Do Heo, 2024. "Programmable RNA base editing with photoactivatable CRISPR-Cas13," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    8. Enrico Orsi & Lennart Schada von Borzyskowski & Stephan Noack & Pablo I. Nikel & Steffen N. Lindner, 2024. "Automated in vivo enzyme engineering accelerates biocatalyst optimization," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    9. Min Yan & Can Huang & Peter Bienstman & Peter Tino & Wei Lin & Jie Sun, 2024. "Emerging opportunities and challenges for the future of reservoir computing," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    10. Shuke Wu & Chao Xiang & Yi Zhou & Mohammad Saiful Hasan Khan & Weidong Liu & Christian G. Feiler & Ren Wei & Gert Weber & Matthias Höhne & Uwe T. Bornscheuer, 2022. "A growth selection system for the directed evolution of amine-forming or converting enzymes," Nature Communications, Nature, vol. 13(1), pages 1-10, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-27266-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.