Analysis of Cell Size Homeostasis at the Single-Cell and Population Level

Growth pervades all areas of life from single cells to cell populations to tissues. Cell size often fluctuates significantly from cell to cell and from generation to generation. Here we present a unified framework to predict the statistics of cell size variations within a lineage tree of a prolifera...

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Main Author: Philipp Thomas
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2018.00064/full
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spelling doaj-b81e26610e824ba5b3ad2c40a43fe5f62020-11-24T20:57:16ZengFrontiers Media S.A.Frontiers in Physics2296-424X2018-06-01610.3389/fphy.2018.00064376021Analysis of Cell Size Homeostasis at the Single-Cell and Population LevelPhilipp ThomasGrowth pervades all areas of life from single cells to cell populations to tissues. Cell size often fluctuates significantly from cell to cell and from generation to generation. Here we present a unified framework to predict the statistics of cell size variations within a lineage tree of a proliferating population. We analytically characterize (i) the distributions of cell size snapshots, (ii) the distribution within a population tree, and (iii) the distribution of lineages across the tree. Surprisingly, these size distributions differ significantly from observing single cells in isolation. In populations, cells seemingly grow to different sizes, typically exhibit less cell-to-cell variability and often display qualitatively different sensitivities to cell cycle noise and division errors. We demonstrate the key findings using recent single-cell data and elaborate on the implications for the ability of cells to maintain a narrow size distribution and the emergence of different power laws in these distributions.https://www.frontiersin.org/article/10.3389/fphy.2018.00064/fullstochastic individual-based modelingcell size controlsize distributionshomeostasislineagespower laws
collection DOAJ
language English
format Article
sources DOAJ
author Philipp Thomas
spellingShingle Philipp Thomas
Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
Frontiers in Physics
stochastic individual-based modeling
cell size control
size distributions
homeostasis
lineages
power laws
author_facet Philipp Thomas
author_sort Philipp Thomas
title Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
title_short Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
title_full Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
title_fullStr Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
title_full_unstemmed Analysis of Cell Size Homeostasis at the Single-Cell and Population Level
title_sort analysis of cell size homeostasis at the single-cell and population level
publisher Frontiers Media S.A.
series Frontiers in Physics
issn 2296-424X
publishDate 2018-06-01
description Growth pervades all areas of life from single cells to cell populations to tissues. Cell size often fluctuates significantly from cell to cell and from generation to generation. Here we present a unified framework to predict the statistics of cell size variations within a lineage tree of a proliferating population. We analytically characterize (i) the distributions of cell size snapshots, (ii) the distribution within a population tree, and (iii) the distribution of lineages across the tree. Surprisingly, these size distributions differ significantly from observing single cells in isolation. In populations, cells seemingly grow to different sizes, typically exhibit less cell-to-cell variability and often display qualitatively different sensitivities to cell cycle noise and division errors. We demonstrate the key findings using recent single-cell data and elaborate on the implications for the ability of cells to maintain a narrow size distribution and the emergence of different power laws in these distributions.
topic stochastic individual-based modeling
cell size control
size distributions
homeostasis
lineages
power laws
url https://www.frontiersin.org/article/10.3389/fphy.2018.00064/full
work_keys_str_mv AT philippthomas analysisofcellsizehomeostasisatthesinglecellandpopulationlevel
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