Environmental and molecular noise buffering by the cyanobacterial clock in individual cells

Circadian clocks enable organisms to anticipate daily cycles, while being robust to molecular and environmental noise. Here, we show how the clock of the cyanobacterium Synechococcus elongatus PCC 7942 buffers genetic and environmental perturbations through its core KaiABC phosphorylation loop. We first characterise single-cell clock dynamics in clock mutants using a microfluidics device that allows precise control of the microenvironment. We find that known clock regulators are dispensable for clock robustness, whilst perturbations of the core clock reveal that the wild type operates at a noise optimum that we can reproduce in a stochastic model of just the core phosphorylation loop. We then examine how the clock responds to noisy environments, including natural light conditions. The model accurately predicts how the clock filters out environmental noise, including fast light fluctuations, to keep time while remaining responsive to environmental shifts. Our findings illustrate how a simple clock network can exhibit complex noise filtering properties, advancing our understanding of how biological circuits can perform accurately in natural environments.

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Publication Details

Journal
Nature Communications
Published
2025-04-15
DOI
https://doi.org/10.1038/s41467-025-58169-8
Citations
6
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
4.84

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article

Environmental and molecular noise buffering by the cyanobacterial clock in individual cells

Dietrich Kohlheyer, James Locke, Teresa Saez, Bruno M.C. Martins et al.
6 citations
Nature Communications
Gene Regulatory Network Analysis
4.84
article

Environmental and molecular noise buffering by the cyanobacterial clock in individual cells

Dietrich Kohlheyer, James Locke, Teresa Saez, Bruno M.C. Martins, Christian Schwall, Philipp Thomas, Aleksandra Eremina, Lennart Witting
article en
6 citations

Abstract

Circadian clocks enable organisms to anticipate daily cycles, while being robust to molecular and environmental noise. Here, we show how the clock of the cyanobacterium Synechococcus elongatus PCC 7942 buffers genetic and environmental perturbations through its core KaiABC phosphorylation loop. We first characterise single-cell clock dynamics in clock mutants using a microfluidics device that allows precise control of the microenvironment. We find that known clock regulators are dispensable for clock robustness, whilst perturbations of the core clock reveal that the wild type operates at a noise optimum that we can reproduce in a stochastic model of just the core phosphorylation loop. We then examine how the clock responds to noisy environments, including natural light conditions. The model accurately predicts how the clock filters out environmental noise, including fast light fluctuations, to keep time while remaining responsive to environmental shifts. Our findings illustrate how a simple clock network can exhibit complex noise filtering properties, advancing our understanding of how biological circuits can perform accurately in natural environments.

Nature CommunicationsVol. 16(1)
Forschungszentrum Jülich (DE), University of Cambridge (GB), Sainsbury Laboratory (GB), University of Warwick (GB), NIHR Imperial Biomedical Research Centre (GB), Imperial College London (GB)
Leverhulme Trust, Gatsby Charitable Foundation, Deutsche Forschungsgemeinschaft
Life in Land
Openalex Percentile: Top 5%
Gene Regulatory Network Analysis
4.84
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