Evidence map›Paper›PMID 40248570›Full record

ArticleNature physics2025

Evidence of universal conformal invariance in living biological matter.

Benjamin H Andersen, Francisco M R Safara, Valeriia Grudtsyna, Oliver J Meacock, Simon G Andersen, William M Durham, Nuno A M Araujo, Amin Doostmohammadi

Abstract read
In one paragraph

Article in Nature physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Cell division sets a universal flow geometry in cell layers.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Benjamin H AndersenNiels Bohr Institute, University of Copenhagen, Copenhagen, Denmark.
Francisco M R SafaraDepartamento de Física, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.ORCID 0000-0003-1610-7980
Valeriia GrudtsynaNiels Bohr Institute, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-9440-3841
Oliver J MeacockDepartment of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0001-6269-9855
Simon G AndersenNiels Bohr Institute, University of Copenhagen, Copenhagen, Denmark.ORCID 0009-0005-8725-5691
William M DurhamSchool of Mathematical and Physical Sciences, University of Sheffield, Sheffield, UK.ORCID 0000-0002-8827-4705
Nuno A M AraujoDepartamento de Física, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.ORCID 0000-0002-1677-6060
Amin DoostmohammadiNiels Bohr Institute, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-1116-4268

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The emergent dynamics of collective cellular movement are typically thought to depend on how cells interact with one another and the mechanisms used to drive motility, both of which exhibit remarkable diversity across different biological systems. Here we report experimental evidence of a universal feature in the patterns of flow that spontaneously emerge in groups of collectively moving cells. Specifically, we demonstrate that the flows generated by collectively moving dog kidney cells, human breast cancer cells and two different strains of pathogenic bacteria exhibit robust conformal invariance. We also show that the precise form of invariance in all four systems is described by the Schramm-Loewner evolution-a family of planar curves defined by a single parameter-and belongs to the percolation universality class. The presence of universal conformal invariance reveals that the macroscopic features of living biological matter exhibit universal translational, rotational and scale symmetries that are independent of the microscopic properties of its constituents. Our results show that flow patterns generated by different systems are highly conserved and that biological systems can be used to experimentally test predictions from the theories for conformally invariant structures.

Indexed as

Biological physicsFluid dynamicsPhase transitions and critical phenomena

Identifiers

PMID40248570
PMCPMC11999873

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.