IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-34361-y.html
   My bibliography  Save this article

Integrase-mediated differentiation circuits improve evolutionary stability of burdensome and toxic functions in E. coli

Author

Listed:
  • Rory L. Williams

    (California Institute of Technology
    University of California Irvine)

  • Richard M. Murray

    (California Institute of Technology)

Abstract

Advances in synthetic biology, bioengineering, and computation allow us to rapidly and reliably program cells with increasingly complex and useful functions. However, because the functions we engineer cells to perform are typically burdensome to cell growth, they can be rapidly lost due to the processes of mutation and natural selection. Here, we show that a strategy of terminal differentiation improves the evolutionary stability of burdensome functions in a general manner by realizing a reproductive and metabolic division of labor. To implement this strategy, we develop a genetic differentiation circuit in Escherichia coli using unidirectional integrase-recombination. With terminal differentiation, differentiated cells uniquely express burdensome functions driven by the orthogonal T7 RNA polymerase, but their capacity to proliferate is limited to prevent the propagation of advantageous loss-of-function mutations that inevitably occur. We demonstrate computationally and experimentally that terminal differentiation increases duration and yield of high-burden expression and that its evolutionary stability can be improved with strategic redundancy. Further, we show this strategy can even be applied to toxic functions. Overall, this study provides an effective, generalizable approach for protecting burdensome engineered functions from evolutionary degradation.

Suggested Citation

  • Rory L. Williams & Richard M. Murray, 2022. "Integrase-mediated differentiation circuits improve evolutionary stability of burdensome and toxic functions in E. coli," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34361-y
    DOI: 10.1038/s41467-022-34361-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-34361-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-34361-y?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. Brian J. Caliando & Christopher A. Voigt, 2015. "Targeted DNA degradation using a CRISPR device stably carried in the host genome," Nature Communications, Nature, vol. 6(1), pages 1-10, November.
    2. Jason Fontana & Chen Dong & Cholpisit Kiattisewee & Venkata P. Chavali & Benjamin I. Tickman & James M. Carothers & Jesse G. Zalatan, 2020. "Effective CRISPRa-mediated control of gene expression in bacteria must overcome strict target site requirements," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    3. Jesse Stricker & Scott Cookson & Matthew R. Bennett & William H. Mather & Lev S. Tsimring & Jeff Hasty, 2008. "A fast, robust and tunable synthetic gene oscillator," Nature, Nature, vol. 456(7221), pages 516-519, November.
    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. John P. Marken & Richard M. Murray, 2023. "Addressable and adaptable intercellular communication via DNA messaging," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    2. Yuanli Gao & Lei Wang & Baojun Wang, 2023. "Customizing cellular signal processing by synthetic multi-level regulatory circuits," Nature Communications, Nature, vol. 14(1), pages 1-14, 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. Zhdanov, Vladimir P., 2012. "Periodic perturbation of genetic oscillations," Chaos, Solitons & Fractals, Elsevier, vol. 45(5), pages 577-587.
    2. Lei Pei & Michele Garfinkel & Markus Schmidt, 2022. "Bottlenecks and opportunities for synthetic biology biosafety standards," Nature Communications, Nature, vol. 13(1), pages 1-4, December.
    3. Singh, Vijai & Chaudhary, Dharmendra Kumar & Mani, Indra & Dhar, Pawan Kumar, 2016. "Recent advances and challenges of the use of cyanobacteria towards the production of biofuels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1-10.
    4. Lucas Henrion & Juan Andres Martinez & Vincent Vandenbroucke & Mathéo Delvenne & Samuel Telek & Andrew Zicler & Alexander Grünberger & Frank Delvigne, 2023. "Fitness cost associated with cell phenotypic switching drives population diversification dynamics and controllability," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    5. Samanthe M Lyons & Wenlong Xu & June Medford & Ashok Prasad, 2014. "Loads Bias Genetic and Signaling Switches in Synthetic and Natural Systems," PLOS Computational Biology, Public Library of Science, vol. 10(3), pages 1-16, March.
    6. Alan Veliz-Cuba & Andrew J Hirning & Adam A Atanas & Faiza Hussain & Flavia Vancia & Krešimir Josić & Matthew R Bennett, 2015. "Sources of Variability in a Synthetic Gene Oscillator," PLOS Computational Biology, Public Library of Science, vol. 11(12), pages 1-23, December.
    7. Zhou, Peipei & Cai, Shuiming & Liu, Zengrong & Chen, Luonan & Wang, Ruiqi, 2013. "Coupling switches and oscillators as a means to shape cellular signals in biomolecular systems," Chaos, Solitons & Fractals, Elsevier, vol. 50(C), pages 115-126.
    8. John P. Marken & Richard M. Murray, 2023. "Addressable and adaptable intercellular communication via DNA messaging," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    9. Dalton R. George & Mark Danciu & Peter W. Davenport & Matthew R. Lakin & James Chappell & Emma K. Frow, 2024. "A bumpy road ahead for genetic biocontainment," Nature Communications, Nature, vol. 15(1), pages 1-5, December.
    10. Sara Hooshangi & William E Bentley, 2011. "LsrR Quorum Sensing “Switch” Is Revealed by a Bottom-Up Approach," PLOS Computational Biology, Public Library of Science, vol. 7(9), pages 1-11, September.
    11. Luna Rizik & Loai Danial & Mouna Habib & Ron Weiss & Ramez Daniel, 2022. "Synthetic neuromorphic computing in living cells," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    12. H. Dehne & A. Reitenbach & A. R. Bausch, 2021. "Reversible and spatiotemporal control of colloidal structure formation," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    13. Astakhov, Sergey & Astakhov, Oleg & Fadeeva, Natalia & Astakhov, Vladimir, 2021. "Multistability, quasiperiodicity and chaos in a self-oscillating ring dynamical system with three degrees of freedom based on the van der Pol generator," Chaos, Solitons & Fractals, Elsevier, vol. 148(C).
    14. Evgeni V Nikolaev & Eduardo D Sontag, 2016. "Quorum-Sensing Synchronization of Synthetic Toggle Switches: A Design Based on Monotone Dynamical Systems Theory," PLOS Computational Biology, Public Library of Science, vol. 12(4), pages 1-33, April.
    15. Stefan A. Hoffmann & Yizhi Cai, 2024. "Engineering stringent genetic biocontainment of yeast with a protein stability switch," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    16. Lucia Marucci & David A W Barton & Irene Cantone & Maria Aurelia Ricci & Maria Pia Cosma & Stefania Santini & Diego di Bernardo & Mario di Bernardo, 2009. "How to Turn a Genetic Circuit into a Synthetic Tunable Oscillator, or a Bistable Switch," PLOS ONE, Public Library of Science, vol. 4(12), pages 1-10, December.
    17. Yuqian Tang & Debin Qin & Zhexian Tian & Wenxi Chen & Yuanxi Ma & Jilong Wang & Jianguo Yang & Dalai Yan & Ray Dixon & Yi-Ping Wang, 2023. "Diurnal switches in diazotrophic lifestyle increase nitrogen contribution to cereals," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    18. Naoki Hayashi & Yong Lai & Jay Fuerte-Stone & Mark Mimee & Timothy K. Lu, 2024. "Cas9-assisted biological containment of a genetically engineered human commensal bacterium and genetic elements," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    19. Miles Miller & Marc Hafner & Eduardo Sontag & Noah Davidsohn & Sairam Subramanian & Priscilla E M Purnick & Douglas Lauffenburger & Ron Weiss, 2012. "Modular Design of Artificial Tissue Homeostasis: Robust Control through Synthetic Cellular Heterogeneity," PLOS Computational Biology, Public Library of Science, vol. 8(7), pages 1-18, July.
    20. Chelsea Y. Hu & Richard M. Murray, 2022. "Layered feedback control overcomes performance trade-off in synthetic biomolecular networks," Nature Communications, Nature, vol. 13(1), pages 1-13, 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:13:y:2022:i:1:d:10.1038_s41467-022-34361-y. 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.