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

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  • 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
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    1. 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.
    2. 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.
    3. 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.
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    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.

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