Abstract
Chemotaxis, the directional motility of cells in response to spatial gradients of chemical cues, is a fundamental process behind a wide range of biological events, including the innate immune response and cancer metastasis. Recent advances in cell biology have shown that the protrusions that enable amoeboid cells to move are driven by the stochastic threshold crossings of an underlying excitable system. As a cell encounters a chemoattractant gradient, the size of this threshold is regulated spatially so that the crossings are biased toward the front of the cell. For efficient directional migration, cells must limit undesirable lateral and rear-directed protrusions. The inclusion of a control mechanism to suppress these unwanted firings would enhance chemotactic efficiency. It is known that absolute concentration robustness (ACR) exerts tight control over the mean and variance of species concentration. Here, we demonstrate how the coupling of the ACR mechanism to the cellular signaling machinery reduces the likelihood of threshold crossings in the excitable system. Moreover, we show that using the cell's innate gradient sensing apparatus to direct the action of ACR to the rear suppresses the lateral movement of the cells and that this results in improved chemotactic performance.
Original language | English (US) |
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Pages (from-to) | 4923-4944 |
Number of pages | 22 |
Journal | International Journal of Robust and Nonlinear Control |
Volume | 33 |
Issue number | 9 |
DOIs | |
State | Published - Jun 2023 |
Keywords
- chemotaxis
- excitable systems
- robustness
- stochastic dynamics
- variance control
ASJC Scopus subject areas
- Mechanical Engineering
- Aerospace Engineering
- General Chemical Engineering
- Electrical and Electronic Engineering
- Control and Systems Engineering
- Industrial and Manufacturing Engineering
- Biomedical Engineering