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Updated: Jun 8, 2026

Applications of Spatio-temporal Mapping and Particle Analysis Techniques to Quantify Intracellular Ca2+ Signaling In Situ
Published on: January 7, 2019
Physical limits on cellular sensing of spatial gradients
Bo Hu1, Wen Chen, Wouter-Jan Rappel
1Department of Physics and Center for Theoretical Biological Physics, University of California, San Diego, La Jolla, California 92093-0374, USA.
Cell size and receptor cooperativity enhance gradient sensing accuracy. Receptor coupling may enable small bacteria to measure chemical gradients, overcoming limitations from particle binding fluctuations.
Area of Science:
- Biophysics
- Cell Biology
- Theoretical Biology
Background:
- Eukaryotic cells sense chemical gradients by detecting spatial concentration differences.
- Gradient sensing precision is limited by receptor binding fluctuations.
- Chemotaxis relies on accurate detection of chemical cues.
Purpose of the Study:
- To explore the physical limits of cellular gradient sensing mechanisms.
- To model chemotactic cells using an Ising spin chain framework.
- To investigate the impact of cell size and receptor cooperativity on sensing accuracy.
Main Methods:
- Modeling the chemotactic cell as an Ising spin chain.
- Applying a spatially varying external field to the model.
- Analyzing the relationship between cell size, receptor cooperativity, and gradient sensing accuracy.
Main Results:
- Sensing accuracy increases with cell size.
- Receptor cooperativity significantly improves gradient sensing.
- Physical limitations of gradient detection were quantified.
Conclusions:
- Cell size and receptor cooperativity are key factors in enhancing gradient sensing.
- Receptor coupling could enable gradient measurement in small bacteria.
- Theoretical findings align with recent experimental observations in chemotaxis.
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