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Robust chemotaxis beyond sensing limits: signal, noise, and strategy
1Department of Life Sciences, Imperial College, London SW7 2AZ, United Kingdom.
Physical Biology
|May 15, 2026
Summary
Bacterial chemotaxis, or movement toward attractants, may seem inefficient but remains robust. This study shows movement strategies, not just sensing, ensure effective bacterial navigation despite internal processing limits.
Area of Science:
- Microbiology
- Biophysics
- Systems Biology
Background:
- Bacterial chemotaxis is traditionally considered near physical sensing limits.
- Recent studies suggest *Escherichia coli* utilizes minimal information from ligand statistics for motion bias.
Purpose of the Study:
- To investigate how low internal information efficiency in bacterial chemotaxis relates to observable behavioral performance.
- To explore the role of movement strategies in shaping chemotactic robustness and function.
Main Methods:
- Analysis of information-theoretic approaches to bacterial sensing.
- Development of minimal models and scaling arguments for bacterial movement.
- Comparative analysis of bacterial and eukaryotic chemotaxis strategies.
Main Results:
- Bacterial run-and-tumble chemotaxis exhibits robustness to noise via symmetry and temporal averaging, irrespective of internal information processing efficiency.
- Movement strategy significantly influences chemotactic performance alongside information transmission and noise.
- Differences in sensing strategies between bacterial and eukaryotic chemotaxis lead to distinct observable behaviors.
Conclusions:
- Low information efficiency in bacterial chemotaxis does not necessarily equate to poor performance.
- Chemotactic performance results from a balance between robustness, simplicity, and functional requirements.
- Movement strategies are crucial for understanding bacterial navigation and adaptation.
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