Cell size distributions in lineages
Kaan \"Ocal, Michael P.H. Stumpf

TL;DR
This paper introduces a universal formula for cell size distributions in lineages, applicable across different control mechanisms, and validates it with experimental data from E. coli.
Contribution
It provides a simple, mechanism-independent formula for cell size distributions and derives universal moment identities, connecting models to experimental observations.
Findings
The formula accurately predicts E. coli cell size distributions.
Predictions match experimental data at distribution and moment levels.
Results are independent of specific cell size control mechanisms.
Abstract
Cells actively regulate their size during the cell cycle to maintain volume homeostasis across generations. While various mathematical models of cell size regulation have been proposed to explain how this is achieved, relating these models to experimentally observed cell size distributions has proved challenging. In this paper we present a simple formula for the cell size distribution in lineages as observed in e.g. a mother machine, and provide a new derivation for the corresponding result in populations, assuming exponential cell growth. Our results are independent of the underlying cell size control mechanism and explain the characteristic shape underlying experimentally observed cell size distributions. We furthermore derive universal moment identities for these distributions, and show that our predictions agree well with experimental measurements of E. coli cells, both on the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEvolution and Genetic Dynamics · Bioinformatics and Genomic Networks · Fungal and yeast genetics research
