Stem cell lineage survival as a noisy competition for niche access

Proc Natl Acad Sci U S A. 2020 Jul 21;117(29):16969-16975. doi: 10.1073/pnas.1921205117. Epub 2020 Jul 1.


Understanding to what extent stem cell potential is a cell-intrinsic property or an emergent behavior coming from global tissue dynamics and geometry is a key outstanding question of systems and stem cell biology. Here, we propose a theory of stem cell dynamics as a stochastic competition for access to a spatially localized niche, giving rise to a stochastic conveyor-belt model. Cell divisions produce a steady cellular stream which advects cells away from the niche, while random rearrangements enable cells away from the niche to be favorably repositioned. Importantly, even when assuming that all cells in a tissue are molecularly equivalent, we predict a common ("universal") functional dependence of the long-term clonal survival probability on distance from the niche, as well as the emergence of a well-defined number of functional stem cells, dependent only on the rate of random movements vs. mitosis-driven advection. We test the predictions of this theory on datasets of pubertal mammary gland tips and embryonic kidney tips, as well as homeostatic intestinal crypts. Importantly, we find good agreement for the predicted functional dependency of the competition as a function of position, and thus functional stem cell number in each organ. This argues for a key role of positional fluctuations in dictating stem cell number and dynamics, and we discuss the applicability of this theory to other settings.

Keywords: biophysical modeling; intestinal renewal; mammary morphogenesis; stem cell dynamics; stochastic processes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Cell Lineage*
  • Cell Self Renewal*
  • Cell Survival
  • Female
  • Homeostasis
  • Intestines / cytology
  • Intestines / growth & development
  • Kidney / cytology
  • Kidney / growth & development
  • Mammary Glands, Animal / cytology
  • Mammary Glands, Animal / growth & development
  • Mice
  • Models, Theoretical
  • Signal-To-Noise Ratio
  • Stem Cell Niche*
  • Stem Cells / cytology
  • Stem Cells / physiology