Pattern formation along signaling gradients driven by active droplet behavior of cell swarms

H Hugh Z. Ford (Institute for the Physics of Living Systems, University College London) G Giulia L. Celora (Institute for the Physics of Living Systems, University College London) E Elizabeth R. Westbrook (Institute for the Physics of Living Systems, University College London) M Mohit P. Dalwadi (Institute for the Physics of Living Systems, University College London) B Benjamin J. Walker (Institute for the Physics of Living Systems, University College London) H Hella Baumann (Intelligent Imaging Innovations Ltd, 17 Westbourne Studios) C Cornelis J. Weijer (Division of Molecular, Cell and Developmental Biology, School of Life Sciences, University of Dundee) P Philip Pearce (Institute for the Physics of Living Systems, University College London) J Jonathan R. Chubb (Institute for the Physics of Living Systems, University College London)

Abstract

Gradients of extracellular signals organize cells in tissues. Although there are several models for how gradients can pattern cell behavior, it is not clear how cells react to gradients when the population is undergoing 3D morphogenesis, in which cell–cell and cell–signal interactions are continually changing. Dictyostelium cells follow gradients of their nutritional source to feed and maintain their undifferentiated state. Using lightsheet imaging to simultaneously monitor signaling, single-cell, and population dynamics, we show that the cells migrate toward nutritional gradients in swarms. As swarms advance, they deposit clumps of cells at the rear, triggering differentiation. Clump deposition is explained by a physical model in which cell swarms behave as active droplets: cells proliferate within the swarm, with clump shedding occurring at a critical population size, at which cells at the rear no longer perceive the gradient and are not retained by the emergent surface tension of the swarm. The model predicts vortex motion of the cells within the swarm emerging from the local transfer of propulsion forces, a prediction validated by 3D tracking of single cells. This active fluid behavior reveals a developmental mechanism we term “musical chairs” decision-making, in which the decision to proliferate or differentiate is determined by the position of a cell within the group as it bifurcates.

Article Details

Volume / Issue Vol. 122, Issue 21
Published May 27, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (9)

H

Hugh Z. Ford

Institute for the Physics of Living Systems, University College London

G

Giulia L. Celora

Institute for the Physics of Living Systems, University College London

E

Elizabeth R. Westbrook

Institute for the Physics of Living Systems, University College London

M

Mohit P. Dalwadi

Institute for the Physics of Living Systems, University College London

B

Benjamin J. Walker

Institute for the Physics of Living Systems, University College London

H

Hella Baumann

Intelligent Imaging Innovations Ltd, 17 Westbourne Studios

C

Cornelis J. Weijer

Division of Molecular, Cell and Developmental Biology, School of Life Sciences, University of Dundee

P

Philip Pearce

Institute for the Physics of Living Systems, University College London

J

Jonathan R. Chubb

Institute for the Physics of Living Systems, University College London