Cellular organization in lab-evolved and extant multicellular species obeys a maximum entropy law

Elife. 2022 Feb 21:11:e72707. doi: 10.7554/eLife.72707.

Abstract

The prevalence of multicellular organisms is due in part to their ability to form complex structures. How cells pack in these structures is a fundamental biophysical issue, underlying their functional properties. However, much remains unknown about how cell packing geometries arise, and how they are affected by random noise during growth - especially absent developmental programs. Here, we quantify the statistics of cellular neighborhoods of two different multicellular eukaryotes: lab-evolved 'snowflake' yeast and the green alga Volvox carteri. We find that despite large differences in cellular organization, the free space associated with individual cells in both organisms closely fits a modified gamma distribution, consistent with maximum entropy predictions originally developed for granular materials. This 'entropic' cellular packing ensures a degree of predictability despite noise, facilitating parent-offspring fidelity even in the absence of developmental regulation. Together with simulations of diverse growth morphologies, these results suggest that gamma-distributed cell neighborhood sizes are a general feature of multicellularity, arising from conserved statistics of cellular packing.

Keywords: S. cerevisiae; Snowflake yeast; Volvox; entropy; multicellularity; physics of living systems.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Size
  • Directed Molecular Evolution*
  • Phylogeny
  • Volvox / cytology
  • Volvox / genetics*
  • Volvox / physiology
  • Yeasts / cytology
  • Yeasts / genetics*
  • Yeasts / physiology