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Topological packing statistics distinguish living and non-living matter

ORAL

Abstract

How much structural information is needed to distinguish different multicellular materials? Here, we show that the statistical properties of Delaunay tessellations suffice to differentiate prokaryotic and eukaroytic cell packings from a wide variety of inanimate physical structures. By introducing a mathematical framework for measuring topological distances between general 3D point clouds, we construct a universal topological atlas encompassing bacterial biofilms, zebrafish brain matter and embryonic tissues as well as colloidal packings, glassy materials, and stellar configurations. Living systems are found to localize within a bounded island-like region, reflecting that growth memory essentially distinguishes multicellular from physical packings. By detecting subtle topological differences, the underlying metric framework enables a unifying classification of 3D disordered media, from microbial populations, organoids and tissues to amorphous materials and astrophysical systems.

Publication: arXiv:2209.00703

Presenters

  • Dominic J Skinner

    Northwestern University, Massachusetts Institute of Technology MIT

Authors

  • Dominic J Skinner

    Northwestern University, Massachusetts Institute of Technology MIT

  • Hannah Jeckel

    University of Basel, Biozentrum, University of Basel

  • Adam C Martin

    Massachusetts Institute of Technology

  • Knut Drescher

    University of Basel, Biozentrum, University of Basel

  • Jorn Dunkel

    Massachusetts Institute of Technology, Massachusetts Institute of Technology MIT