The limits of scaling in aggregation-driven patterning of cell collectives
Michael L. ZhaoiD, Jan RomboutsiD, Anniek StokkermansiD, Anna ErzbergeriD, Alexander AulehlaiD
Abstract
Robust development requires maintaining correct proportions as overall size varies. What controls and limits this scaling remains poorly understood due to the complex interplay of mechanical and biochemical embryonic factors. Combining confinement of dissociated embryonic presomitic mesoderm cells with imaging and chemical perturbations, we identified cell aggregation as the initial event in de novo posterior pole formation. Using a continuum model based solely on cell-cell attraction, we quantitatively map how the time available for aggregation-driven patterning limits the maximum scalable system size. Small systems allow rapid, robust pattern scaling, whereas coarsening dynamics substantially delay scaled patterns in large systems. Our experiments quantitatively confirm these predicted scaling regimes. Together, our results reveal a developmental time-size tradeoff governing the scaling of aggregation-driven patterns.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Tissue mechanics sets developmental scaling of collective cell migration
Boris Guirao, Aurélien Villedieu, … Yohanns Bellaı̈che·bioRxiv·Aug 20, 2026
- Coupling of cell proliferation to the segmentation clock ensures robust somite scaling
Marek J. van Oostrom, Yuting I. Li, … Katharina F. Sonnen·bioRxiv·Jan 10, 2025
- Gene Regulatory Networks Mediate Pattern Scaling in Growing Tissues
Amy E. Bowen, Zena Hadjivasiliou·bioRxiv·Jul 12, 2026
- Growth kinetics and power laws indicate distinct mechanisms of cell-cell interactions in the aggregation process
D. Mukhopadhyay, R. De·bioRxiv·Dec 22, 2021
- Interacting active surfaces: a model for three-dimensional cell aggregates
A. Torres-Sanchez, M. K. Winter, G. Salbreux·bioRxiv·Mar 21, 2022
- Size-dependent patterns of cell proliferation and migration in freely-expanding epithelia
M. A. Heinrich, R. Alert, … D. J. Cohen·bioRxiv·Feb 28, 2020