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Damage dynamics and the role of chance in the timing of E. coli cell death

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  • Yifan Yang

    (Weizmann Institute of Science
    Université de Paris - INSERM Unit 1284, Center for Research and Interdisciplinarity (CRI))

  • Omer Karin

    (Weizmann Institute of Science)

  • Avi Mayo

    (Weizmann Institute of Science)

  • Xiaohu Song

    (Université de Paris - INSERM Unit 1284, Center for Research and Interdisciplinarity (CRI))

  • Peipei Chen

    (Université de Paris - INSERM Unit 1284, Center for Research and Interdisciplinarity (CRI)
    National Center for Nanoscience and Technology)

  • Ana L. Santos

    (Université de Paris - INSERM Unit 1284, Center for Research and Interdisciplinarity (CRI)
    Rice University)

  • Ariel B. Lindner

    (Université de Paris - INSERM Unit 1284, Center for Research and Interdisciplinarity (CRI))

  • Uri Alon

    (Weizmann Institute of Science)

Abstract

Genetically identical cells in the same stressful condition die at different times. The origin of this stochasticity is unclear; it may arise from different initial conditions that affect the time of demise, or from a stochastic damage accumulation mechanism that erases the initial conditions and instead amplifies noise to generate different lifespans. To address this requires measuring damage dynamics in individual cells over the lifespan, but this has rarely been achieved. Here, we used a microfluidic device to measure membrane damage in 635 carbon-starved Escherichia coli cells at high temporal resolution. We find that initial conditions of damage, size or cell-cycle phase do not explain most of the lifespan variation. Instead, the data points to a stochastic mechanism in which noise is amplified by a rising production of damage that saturates its own removal. Surprisingly, the relative variation in damage drops with age: cells become more similar to each other in terms of relative damage, indicating increasing determinism with age. Thus, chance erases initial conditions and then gives way to increasingly deterministic dynamics that dominate the lifespan distribution.

Suggested Citation

  • Yifan Yang & Omer Karin & Avi Mayo & Xiaohu Song & Peipei Chen & Ana L. Santos & Ariel B. Lindner & Uri Alon, 2023. "Damage dynamics and the role of chance in the timing of E. coli cell death," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-37930-x
    DOI: 10.1038/s41467-023-37930-x
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    1. James B. McDonald, 2008. "Some Generalized Functions for the Size Distribution of Income," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Duangkamon Chotikapanich (ed.), Modeling Income Distributions and Lorenz Curves, chapter 3, pages 37-55, Springer.
    2. Owen R. Jones & Alexander Scheuerlein & Roberto Salguero-Gómez & Carlo Giovanni Camarda & Ralf Schaible & Brenda B. Casper & Johan P. Dahlgren & Johan Ehrlén & María B. García & Eric S. Menges & Pedro, 2014. "Diversity of ageing across the tree of life," Nature, Nature, vol. 505(7482), pages 169-173, January.
    3. Nicholas Stroustrup & Winston E. Anthony & Zachary M. Nash & Vivek Gowda & Adam Gomez & Isaac F. López-Moyado & Javier Apfeld & Walter Fontana, 2016. "The temporal scaling of Caenorhabditis elegans ageing," Nature, Nature, vol. 530(7588), pages 103-107, February.
    4. Yoav Kaplan & Shaked Reich & Elyaqim Oster & Shani Maoz & Irit Levin-Reisman & Irine Ronin & Orit Gefen & Oded Agam & Nathalie Q. Balaban, 2021. "Observation of universal ageing dynamics in antibiotic persistence," Nature, Nature, vol. 600(7888), pages 290-294, December.
    5. Felix Wong & Jonathan M. Stokes & Bernardo Cervantes & Sider Penkov & Jens Friedrichs & Lars D. Renner & James J. Collins, 2021. "Cytoplasmic condensation induced by membrane damage is associated with antibiotic lethality," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    6. James W. Vaupel & Trifon Missov, 2014. "Unobserved population heterogeneity," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 31(22), pages 659-686.
    7. Omer Karin & Amit Agrawal & Ziv Porat & Valery Krizhanovsky & Uri Alon, 2019. "Senescent cell turnover slows with age providing an explanation for the Gompertz law," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
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