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

Hugh Z. Ford, Giulia L. Celora, Elizabeth R. Westbrook, Mohit P. Dalwadi, Benjamin J. Walker, Hella Baumann, Cornelis J. Weijer, Philip Pearce, Jonathan R. Chubb

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish
Article numbere2419152122
JournalProceedings of the National Academy of Sciences of the United States of America
Volume122
Issue number21
Early online date20 May 2025
DOIs
Publication statusPublished - 27 May 2025

Data Availability Statement

Time-lapse 3D images data have been deposited in Biostudies (https://doi.org/10.6019/S-BSST1979) (53). Code for modelling is available at https://github.com/giuliacelora/Dictyostelium-Swarm-Migration (54).

Acknowledgements

We are grateful to Shu En Lim, Bobby Ford, Adolfo Saiardi, and Olive Ford for materials, Drs. Barrientos, Brimson, Jones, Alasaadi, Mayor, and Wong for discussions, Tim Rudder for interpretations of cell transport, and Philip Maini and Suraj Shankar for discussions about the model.

Funding

Work was supported by Wellcome Discovery Award 226655/Z/22/Z to J.R.C. G.L.C. was supported by an Engineering and Physical Sciences Research Council (EPSRC) Doctoral Prize Fellowship (EP/W524335/1). P.P. was supported by a UK Research and Innovation (UKRI) Future Leaders Fellowship (MR/V022385/1). M.P.D. was supported by the EPSRC [EP/W032317/1]. B.J.W. was supported by the Royal Commission for the Exhibition of 1851. Lightsheet imaging was supported by Biotechnology and Biological Sciences Research Council grant (BB/R000441/1) to C.J.W.

FundersFunder number
Engineering and Physical Sciences Research CouncilEP/W524335/1 , EP/W032317/1
UK Research and InnovationMR/V022385/1
Biotechnology and Biological Sciences Research CouncilBB/R000441/1

Keywords

  • active droplet
  • chemotaxis
  • pattern formation
  • signaling gradients
  • tissue fluidity

ASJC Scopus subject areas

  • General

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