Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing

Organisms across all domains of life regulate the size of their cells. However, the means by which this is done is poorly understood. We study two abstracted “molecular” models for size regulation: inhibitor dilution and initiator accumulation. We apply the models to two settings: bacteria like Esch...

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Main Authors: Felix Barber, Po-Yi Ho, Andrew W. Murray, Ariel Amir
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-11-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fcell.2017.00092/full
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spelling doaj-1ab109a4c11c4016a084dbe09c94da182020-11-25T00:37:12ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2017-11-01510.3389/fcell.2017.00092286522Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle TimingFelix Barber0Po-Yi Ho1Andrew W. Murray2Andrew W. Murray3Ariel Amir4Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, United StatesSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United StatesDepartment of Molecular and Cellular Biology, Harvard University, Cambridge, MA, United StatesFAS Center for Systems Biology, Harvard University, Cambridge, MA, United StatesSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United StatesOrganisms across all domains of life regulate the size of their cells. However, the means by which this is done is poorly understood. We study two abstracted “molecular” models for size regulation: inhibitor dilution and initiator accumulation. We apply the models to two settings: bacteria like Escherichia coli, that grow fully before they set a division plane and divide into two equally sized cells, and cells that form a bud early in the cell division cycle, confine new growth to that bud, and divide at the connection between that bud and the mother cell, like the budding yeast Saccharomyces cerevisiae. In budding cells, delaying cell division until buds reach the same size as their mother leads to very weak size control, with average cell size and standard deviation of cell size increasing over time and saturating up to 100-fold higher than those values for cells that divide when the bud is still substantially smaller than its mother. In budding yeast, both inhibitor dilution or initiator accumulation models are consistent with the observation that the daughters of diploid cells add a constant volume before they divide. This “adder” behavior has also been observed in bacteria. We find that in bacteria an inhibitor dilution model produces adder correlations that are not robust to noise in the timing of DNA replication initiation or in the timing from initiation of DNA replication to cell division (the C+D period). In contrast, in bacteria an initiator accumulation model yields robust adder correlations in the regime where noise in the timing of DNA replication initiation is much greater than noise in the C + D period, as reported previously (Ho and Amir, 2015). In bacteria, division into two equally sized cells does not broaden the size distribution.http://journal.frontiersin.org/article/10.3389/fcell.2017.00092/fullsize controlbudding yeastbacteriainhibitor dilutioninitiator accumulation
collection DOAJ
language English
format Article
sources DOAJ
author Felix Barber
Po-Yi Ho
Andrew W. Murray
Andrew W. Murray
Ariel Amir
spellingShingle Felix Barber
Po-Yi Ho
Andrew W. Murray
Andrew W. Murray
Ariel Amir
Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
Frontiers in Cell and Developmental Biology
size control
budding yeast
bacteria
inhibitor dilution
initiator accumulation
author_facet Felix Barber
Po-Yi Ho
Andrew W. Murray
Andrew W. Murray
Ariel Amir
author_sort Felix Barber
title Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
title_short Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
title_full Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
title_fullStr Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
title_full_unstemmed Details Matter: Noise and Model Structure Set the Relationship between Cell Size and Cell Cycle Timing
title_sort details matter: noise and model structure set the relationship between cell size and cell cycle timing
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2017-11-01
description Organisms across all domains of life regulate the size of their cells. However, the means by which this is done is poorly understood. We study two abstracted “molecular” models for size regulation: inhibitor dilution and initiator accumulation. We apply the models to two settings: bacteria like Escherichia coli, that grow fully before they set a division plane and divide into two equally sized cells, and cells that form a bud early in the cell division cycle, confine new growth to that bud, and divide at the connection between that bud and the mother cell, like the budding yeast Saccharomyces cerevisiae. In budding cells, delaying cell division until buds reach the same size as their mother leads to very weak size control, with average cell size and standard deviation of cell size increasing over time and saturating up to 100-fold higher than those values for cells that divide when the bud is still substantially smaller than its mother. In budding yeast, both inhibitor dilution or initiator accumulation models are consistent with the observation that the daughters of diploid cells add a constant volume before they divide. This “adder” behavior has also been observed in bacteria. We find that in bacteria an inhibitor dilution model produces adder correlations that are not robust to noise in the timing of DNA replication initiation or in the timing from initiation of DNA replication to cell division (the C+D period). In contrast, in bacteria an initiator accumulation model yields robust adder correlations in the regime where noise in the timing of DNA replication initiation is much greater than noise in the C + D period, as reported previously (Ho and Amir, 2015). In bacteria, division into two equally sized cells does not broaden the size distribution.
topic size control
budding yeast
bacteria
inhibitor dilution
initiator accumulation
url http://journal.frontiersin.org/article/10.3389/fcell.2017.00092/full
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