eLifeSystems BiologyPeer-reviewed journal article
Generation And Attenuation Of Variability In A Bacterial Signalling Network Revealed By Single-Cell FRET
Johannes M. KeegstraiD, Keita KaminoiD, François AnqueziD, Milena D. Lazova, Thierry EmonetiD, Thomas Simon ShimizuiD
Abstract
We present in vivo single-cell FRET measurements in the Escherichia coli chemotaxis system that reveal pervasive signaling variability, both across cells in isogenic populations and within individual cells over time. We quantify cell-to-cell variability of adaptation, ligand response, as well as steady-state output level, and analyze the role of network design in shaping this diversity from gene expression noise. In the absence of changes in gene expression, we find that single cells demonstrate strong temporal fluctuations. We provide evidence that such signaling noise can arise from at least two sources: (i) stochastic activities of adaptation enzymes, and (ii) receptor-kinase dynamics in the absence of adaptation. We demonstrate that under certain conditions, (ii) can generate giant fluctuations that drive signaling activity of the entire cell into a stochastic two-state switching regime. Our findings underscore the importance of molecular noise, arising not only in gene expression but also in protein networks.
- Citations
- 87
- FWCI
- 2.57
- Field percentile
- top 9%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multiple sources of slow activity fluctuations in a bacterial chemosensory network
Rémy Colin, Christelle Rosazza, … Victor Sourjik·eLifePeer-reviewed·Dec 12, 2017
- Flagellar dynamics reveal fluctuations and kinetic limit in the Escherichia coli chemotaxis network
R. Bano, P. Mears, … Y. R. Chemla·bioRxiv·Mar 23, 2020
- Cellular Chemical Dynamics Governing Signal Transduction and Adaptive Gene Expression: Beyond Classical Kinetics
Jinhyung Kim, Seohyun Kim, … Jaeyoung Sung·bioRxiv·Feb 18, 2026
- The Interplay Between Cell-cell Signaling and Negative Feedback Reduces Population Noise While Enhancing Single-cell Variability
Xinying Ren·IEEE Transactions on Molecular Biological and Multi-Scale CommunicationsPeer-reviewed·Aug 26, 2025
- Ultrasensitivity and Fluctuations in the Barkai-Leibler Model of Chemotaxis Receptors in Escherichia coli
U. Roy, M. Gopalakrishnan·PLOS ONEPeer-reviewed·Apr 13, 2017
- Individual yeast cells signal at different levels but each with good precision
Steven S. Andrews, Roger Brent·Royal Society Open SciencePeer-reviewed·Apr 1, 2025