Modelling chemotaxis of branched cells in complex environments provides insights into immune cell navigation

Cell migration in vivo is often guided by chemical signaling, i.e., chemotaxis. For immune cells performing chemotaxis in the organism, this process is influenced by the complex geometry of the tissue environment. In this study, we use a theoretical model of branched cell migration on a network to explore the cellular response to chemical gradients. The model predicts the response of a branched cell to a chemical gradient: how the cell reorients its internal polarity and how it navigates through a complex environment up a chemical gradient. We then compare the model's predictions with experimental observations of neutrophils migrating to the site of a laser-inflicted wound in a zebrafish larva fin, and neutrophils migrating in vitro inside a regular lattice of pillars. We find that the model captures the details of the subcellular response to the chemokine gradient, as well as qualitative characteristics of the large-scale migration, suggesting that the neutrophils behave as fast cells, which explains the functionality of these immune cells.

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Journal
PLoS Computational Biology
Published
2026-02-03
DOI
https://doi.org/10.1371/journal.pcbi.1013934
Primary Topic
Cellular Mechanics and Interactions
Type
article
Field-Weighted Citation Impact
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article

Modelling chemotaxis of branched cells in complex environments provides insights into immune cell navigation

Milka Sarris, G Rinaldi, Antonios Georgantzoglou, Ivanna Williantarra et al.
PLoS Computational Biology
Cellular Mechanics and Interactions
article

Modelling chemotaxis of branched cells in complex environments provides insights into immune cell navigation

Milka Sarris, G Rinaldi, Antonios Georgantzoglou, Ivanna Williantarra, Nir S. Gov, Michael Sixt, Jonathan E. Ron, Jiayi Liu, Ingrid de Vries
article en

Abstract

Cell migration in vivo is often guided by chemical signaling, i.e., chemotaxis. For immune cells performing chemotaxis in the organism, this process is influenced by the complex geometry of the tissue environment. In this study, we use a theoretical model of branched cell migration on a network to explore the cellular response to chemical gradients. The model predicts the response of a branched cell to a chemical gradient: how the cell reorients its internal polarity and how it navigates through a complex environment up a chemical gradient. We then compare the model's predictions with experimental observations of neutrophils migrating to the site of a laser-inflicted wound in a zebrafish larva fin, and neutrophils migrating in vitro inside a regular lattice of pillars. We find that the model captures the details of the subcellular response to the chemokine gradient, as well as qualitative characteristics of the large-scale migration, suggesting that the neutrophils behave as fast cells, which explains the functionality of these immune cells.

PLoS Computational BiologyVol. 22(2)
University of Copenhagen (DK), Institute of Science and Technology Austria (AT), University of Cambridge (GB), Novo Nordisk Foundation (DK), Yale University (US), Weizmann Institute of Science (IL)
Life below water
Openalex Percentile: Top 70%
Cellular Mechanics and Interactions
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