Noise and Epigenetic Inheritance of Single-Cell Division Times Influence Population Fitness

The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals’ mean growth speed can affect population-level fitness, it is unclear how or whether growth speed hetero...

Full description

Saved in:
Bibliographic Details
Published inCurrent biology Vol. 26; no. 9; pp. 1138 - 1147
Main Authors Cerulus, Bram, New, Aaron M., Pougach, Ksenia, Verstrepen, Kevin J.
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 09.05.2016
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals’ mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells’ division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors. [Display omitted] •Single-cell division times of yeast strains were measured in different conditions•Individual cells show noise and epigenetic inheritance of division times•For a given mean division time, noise and epigenetic phenomena increase fitness•Catabolic gene expression can contribute to division time noise and epigenetics The fitness effect of growth noise is poorly understood. Cerulus et al. show that certain yeast populations can show high variability and epigenetic inheritance of division times. Mathematical modeling shows that, for a given mean, increasing these traits increases the population growth rate. These traits are linked to catabolic gene expression.
AbstractList The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals’ mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells’ division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors. [Display omitted] •Single-cell division times of yeast strains were measured in different conditions•Individual cells show noise and epigenetic inheritance of division times•For a given mean division time, noise and epigenetic phenomena increase fitness•Catabolic gene expression can contribute to division time noise and epigenetics The fitness effect of growth noise is poorly understood. Cerulus et al. show that certain yeast populations can show high variability and epigenetic inheritance of division times. Mathematical modeling shows that, for a given mean, increasing these traits increases the population growth rate. These traits are linked to catabolic gene expression.
The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals’ mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells’ division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors.
The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals' mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells' division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors.The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals' mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells' division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors.
The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds. Although it is known that the individuals' mean growth speed can affect population-level fitness, it is unclear how or whether growth speed heterogeneity itself is subject to natural selection. Here, we show that noisy single-cell division times can significantly affect population-level growth rate. Using time-lapse microscopy to measure the division times of thousands of individual S. cerevisiae cells across different genetic and environmental backgrounds, we find that the length of individual cells' division times can vary substantially between clonal individuals and that sublineages often show epigenetic inheritance of division times. By combining these experimental measurements with mathematical modeling, we find that, for a given mean division time, increasing heterogeneity and epigenetic inheritance of division times increases the population growth rate. Furthermore, we demonstrate that the heterogeneity and epigenetic inheritance of single-cell division times can be linked with variation in the expression of catabolic genes. Taken together, our results reveal how a change in noisy single-cell behaviors can directly influence fitness through dynamics that operate independently of effects caused by changes to the mean. These results not only allow a better understanding of microbial fitness but also help to more accurately predict fitness in other clonal populations, such as tumors.
Author Verstrepen, Kevin J.
Cerulus, Bram
New, Aaron M.
Pougach, Ksenia
AuthorAffiliation 2 VIB Laboratory of Systems Biology, Gaston Geenslaan 1, 3001 Leuven, Belgium
3 Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain
1 KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
4 Universitat Pompeu Fabra (UPF), Barcelona 08002, Spain
AuthorAffiliation_xml – name: 1 KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
– name: 3 Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain
– name: 2 VIB Laboratory of Systems Biology, Gaston Geenslaan 1, 3001 Leuven, Belgium
– name: 4 Universitat Pompeu Fabra (UPF), Barcelona 08002, Spain
Author_xml – sequence: 1
  givenname: Bram
  surname: Cerulus
  fullname: Cerulus, Bram
  organization: KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
– sequence: 2
  givenname: Aaron M.
  surname: New
  fullname: New, Aaron M.
  organization: KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
– sequence: 3
  givenname: Ksenia
  surname: Pougach
  fullname: Pougach, Ksenia
  organization: KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
– sequence: 4
  givenname: Kevin J.
  surname: Verstrepen
  fullname: Verstrepen, Kevin J.
  email: kevin.verstrepen@biw.vib-kuleuven.be
  organization: KU Leuven Department Microbiële en Moleculaire Systemen, CMPG Laboratory of Genetics and Genomics, Gaston Geenslaan 1, 3001 Leuven, Belgium
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27068419$$D View this record in MEDLINE/PubMed
BookMark eNp9UU1rFDEYDlKx2-oP8CJz9DLTZCaTZBAEWVtbKCpYTx5CJvNm-y6zyZrMLPjvzbCtqIeeEni-kuc5Iyc-eCDkNaMVo0xcbCs791WdrxVtKsroM7JiSnYl5bw9ISvaCVp2qq5PyVlKW0pZrTrxgpzWkgrFWbciPz4HTFAYPxSXe9yAhwltcePvIeJkvIUiuOIb-s0I5RrGsfiIB0wYfHGHO0iZ6cYZFt7XsJ9HMy3QFU4eUnpJnjszJnj1cJ6T71eXd-vr8vbLp5v1h9vStkxO5UB762SjeO361gjbC-4G6hgTSjrWd6ITYLkZBpZRZ9rOcSFUzyUDLgfJmnPy_ui7n_sdDBb8FM2o9xF3Jv7SwaD-F_F4rzfhoFteK8lFNnj7YBDDzxnSpHeYbP6t8RDmpJlUHW3yQ1Smvvk760_IY6OZII8EG0NKEZy2ucillhyNo2ZUL9vprc7b6WU7TRudt8tK9p_y0fwpzbujBnK_B4Sok8VljgEj2EkPAZ9Q_wY5V7MX
CitedBy_id crossref_primary_10_1016_j_copbio_2019_11_018
crossref_primary_10_1038_s41598_018_35927_x
crossref_primary_10_1126_sciadv_1701775
crossref_primary_10_1002_yea_3562
crossref_primary_10_1088_1742_5468_ab6b16
crossref_primary_10_1016_j_cels_2018_09_004
crossref_primary_10_7554_eLife_72299
crossref_primary_10_1371_journal_pcbi_1004972
crossref_primary_10_1016_j_isci_2023_106118
crossref_primary_10_1016_j_mad_2016_07_011
crossref_primary_10_1103_PhysRevE_100_052402
crossref_primary_10_1242_dev_204212
crossref_primary_10_1016_j_isci_2020_101531
crossref_primary_10_1371_journal_pcbi_1011265
crossref_primary_10_1093_eep_dvac020
crossref_primary_10_1242_dev_201546
crossref_primary_10_1038_s42003_022_03348_2
crossref_primary_10_1103_PRXLife_2_013001
crossref_primary_10_1002_wsbm_1512
crossref_primary_10_3389_fcell_2024_1358971
crossref_primary_10_1103_PhysRevLett_122_118101
crossref_primary_10_1371_journal_pbio_3000792
crossref_primary_10_3390_cells9122534
crossref_primary_10_1093_femsyr_foy100
crossref_primary_10_1016_j_fbr_2016_09_002
crossref_primary_10_1371_journal_pcbi_1007364
crossref_primary_10_3389_fcell_2021_607628
crossref_primary_10_1371_journal_pgen_1006653
crossref_primary_10_1007_s00249_023_01679_4
crossref_primary_10_1038_s41467_018_05417_9
crossref_primary_10_7554_eLife_39234
crossref_primary_10_1016_j_mib_2018_02_004
crossref_primary_10_1007_s00294_018_0878_9
crossref_primary_10_1007_s00249_017_1258_y
crossref_primary_10_1016_j_coisb_2018_02_006
crossref_primary_10_1038_s41579_020_0372_5
crossref_primary_10_1128_microbiolspec_TBTB2_0021_2016
crossref_primary_10_1007_s00449_018_1922_3
crossref_primary_10_1103_PhysRevE_101_012401
crossref_primary_10_1016_j_bpc_2024_107173
crossref_primary_10_1016_j_gde_2017_08_008
crossref_primary_10_3389_fcimb_2022_943545
crossref_primary_10_1002_jez_b_23134
crossref_primary_10_1111_mec_13955
crossref_primary_10_1038_s41467_019_11591_1
crossref_primary_10_1534_genetics_118_301507
crossref_primary_10_3389_fmicb_2022_1004488
crossref_primary_10_1007_s00294_019_00938_2
crossref_primary_10_1038_s41467_023_37957_0
crossref_primary_10_3389_fgene_2021_630506
crossref_primary_10_1016_j_semcdb_2018_05_017
crossref_primary_10_1371_journal_pcbi_1009080
crossref_primary_10_7554_eLife_55320
crossref_primary_10_3389_fgene_2019_00133
crossref_primary_10_1088_1478_3975_aab0e6
crossref_primary_10_1103_PhysRevE_101_032403
crossref_primary_10_1016_j_cub_2016_03_034
crossref_primary_10_1016_j_scib_2018_07_010
crossref_primary_10_1038_s41567_022_01641_9
crossref_primary_10_7554_eLife_37272
crossref_primary_10_1103_PhysRevLett_134_038401
crossref_primary_10_1146_annurev_chembioeng_100722_121610
crossref_primary_10_1016_j_cell_2017_03_021
crossref_primary_10_1038_s41594_022_00801_y
crossref_primary_10_1098_rsif_2017_0467
Cites_doi 10.1371/journal.pcbi.1000125
10.1038/nature14318
10.1038/nature08781
10.1038/nature13582
10.1088/1478-3975/5/4/046001
10.1126/science.1098641
10.1126/science.1099390
10.1038/nature14244
10.1126/science.1216166
10.1039/b409860a
10.1128/JB.142.3.808-818.1980
10.1038/ng869
10.1128/AEM.72.3.2163-2169.2006
10.1529/biophysj.108.128785
10.1016/S0168-9525(98)01659-X
10.1126/science.1105891
10.1126/science.1213491
10.1371/journal.pbio.1001764
10.1016/j.cell.2008.09.050
10.1083/jcb.75.2.422
10.1016/j.mib.2012.12.004
10.1002/jcb.20964
10.1371/journal.pbio.1001528
10.1093/molbev/mst138
10.1038/msb.2009.58
10.1016/j.cell.2010.04.020
10.1146/annurev.biophys.36.040306.132705
10.1038/nature13469
10.1128/JB.23.2.147-153.1932
10.1038/nature07743
10.1371/journal.pgen.1005046
10.1038/nature10665
10.1111/j.1365-2184.1992.tb01396.x
10.1002/(SICI)1097-0061(19980130)14:2<115::AID-YEA204>3.0.CO;2-2
10.1016/j.cell.2011.07.026
10.1073/pnas.1100059108
10.1038/nature06072
10.1086/409052
10.1038/nature08504
10.1038/msb.2013.13
10.1117/1.3483903
10.1371/journal.pbio.0020137
10.1002/bies.201000153
10.1016/j.cub.2010.04.027
10.1016/j.mib.2010.12.004
10.1371/journal.pone.0081671
10.1074/jbc.M110.145946
10.1371/journal.pbio.1001446
10.1126/science.1216379
10.3233/BD-2007-26104
10.1126/science.1070919
10.1101/gr.191635.115
10.1371/journal.pbio.1001325
10.1038/ng.110
ContentType Journal Article
Copyright 2016 Elsevier Ltd
Copyright © 2016 Elsevier Ltd. All rights reserved.
Copyright_xml – notice: 2016 Elsevier Ltd
– notice: Copyright © 2016 Elsevier Ltd. All rights reserved.
DBID 6I.
AAFTH
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
DOI 10.1016/j.cub.2016.03.010
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList

MEDLINE - Academic
MEDLINE
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 1879-0445
EndPage 1147
ExternalDocumentID PMC5428746
27068419
10_1016_j_cub_2016_03_010
S0960982216301865
Genre Journal Article
GrantInformation_xml – fundername: European Research Council
  grantid: 682009
GroupedDBID ---
--K
-DZ
-~X
0R~
1RT
1~5
2WC
4.4
457
4G.
53G
5GY
62-
6I.
6J9
7-5
AACTN
AAEDW
AAFTH
AAFWJ
AAIAV
AAKRW
AALRI
AAUCE
AAVLU
AAXJY
AAXUO
ABJNI
ABMAC
ABMWF
ABVKL
ACGFO
ACGFS
ADBBV
ADEZE
ADJPV
AEFWE
AENEX
AEXQZ
AFTJW
AGHSJ
AGKMS
AGUBO
AHHHB
AITUG
ALKID
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
AZFZN
BAWUL
CS3
DIK
DU5
E3Z
EBS
EJD
F5P
FCP
FDB
FIRID
IHE
IXB
J1W
JIG
LX5
M3Z
M41
NCXOZ
O-L
O9-
OK1
P2P
RCE
RIG
ROL
RPZ
SCP
SDG
SES
SSZ
TR2
WQ6
ZA5
29F
5VS
AAEDT
AAIKJ
AAMRU
AAQFI
AAQXK
AAYWO
AAYXX
ABDGV
ABWVN
ACRPL
ACVFH
ADCNI
ADMUD
ADNMO
ADVLN
AEUPX
AFPUW
AGCQF
AGHFR
AGQPQ
AIGII
AKAPO
AKBMS
AKRWK
AKYEP
APXCP
ASPBG
AVWKF
CAG
CITATION
COF
FEDTE
FGOYB
G-2
HVGLF
HZ~
OZT
R2-
SEW
UHS
XIH
XPP
Y6R
ZGI
CGR
CUY
CVF
ECM
EFKBS
EIF
NPM
7X8
5PM
ID FETCH-LOGICAL-c517t-d0bcf73842fb5a6cb64fd0f11687f1b9696ec4add15a6fa59f4668b471e47d713
IEDL.DBID IXB
ISSN 0960-9822
1879-0445
IngestDate Thu Aug 21 17:50:41 EDT 2025
Thu Jul 10 22:28:53 EDT 2025
Mon Jul 21 05:51:16 EDT 2025
Tue Jul 01 04:08:08 EDT 2025
Thu Apr 24 22:57:58 EDT 2025
Fri Feb 23 02:28:33 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Language English
License This article is made available under the Elsevier license.
Copyright © 2016 Elsevier Ltd. All rights reserved.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c517t-d0bcf73842fb5a6cb64fd0f11687f1b9696ec4add15a6fa59f4668b471e47d713
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Co-first author
OpenAccessLink https://www.sciencedirect.com/science/article/pii/S0960982216301865
PMID 27068419
PQID 1789039698
PQPubID 23479
PageCount 10
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_5428746
proquest_miscellaneous_1789039698
pubmed_primary_27068419
crossref_citationtrail_10_1016_j_cub_2016_03_010
crossref_primary_10_1016_j_cub_2016_03_010
elsevier_sciencedirect_doi_10_1016_j_cub_2016_03_010
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2016-05-09
PublicationDateYYYYMMDD 2016-05-09
PublicationDate_xml – month: 05
  year: 2016
  text: 2016-05-09
  day: 09
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
PublicationTitle Current biology
PublicationTitleAlternate Curr Biol
PublicationYear 2016
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References McAdams, Arkin (bib2) 1999; 15
Ziv, Siegal, Gresham (bib24) 2013; 30
Reshes, Vanounou, Fishov, Feingold (bib18) 2008; 5
Moore, Stolovicki, Braun (bib45) 2013; 8
Fridman, Goldberg, Ronin, Shoresh, Balaban (bib37) 2014; 513
Levy, Ziv, Siegal (bib7) 2012; 10
Huang, Ingber (bib51) 2006-2007; 26
Satory, Gordon, Halliday, Herman (bib5) 2011; 14
Balaban, Merrin, Chait, Kowalik, Leibler (bib3) 2004; 305
Roesch, Fukunaga-Kalabis, Schmidt, Zabierowski, Brafford, Vultur, Basu, Gimotty, Vogt, Herlyn (bib50) 2010; 141
Raj, Rifkin, Andersen, van Oudenaarden (bib31) 2010; 463
Beaumont, Gallie, Kost, Ferguson, Rainey (bib35) 2009; 462
Brown, Murray, Verstrepen (bib46) 2010; 20
Hartwell, Unger (bib43) 1977; 75
Aldridge, Fernandez-Suarez, Heller, Ambravaneswaran, Irimia, Toner, Fortune (bib19) 2012; 335
Voordeckers, Brown, Vanneste, van der Zande, Voet, Maere, Verstrepen (bib48) 2012; 10
Wakamoto, Ramsden, Yasuda (bib15) 2005; 130
Helaine, Holden (bib49) 2013; 16
Siegal-Gaskins, Crosson (bib41) 2008; 95
Metzger, Yuan, Gruber, Duveau, Wittkopp (bib40) 2015; 521
Celli, Rizvi, Evans, Abu-Yousif, Hasan (bib22) 2010; 15
Ozbudak, Thattai, Kurtser, Grossman, van Oudenaarden (bib28) 2002; 31
Pin, Baranyi (bib16) 2006; 72
Liti, Carter, Moses, Warringer, Parts, James, Davey, Roberts, Burt, Koufopanou (bib55) 2009; 458
Raser, O’Shea (bib23) 2005; 309
Kelly, Rahn (bib13) 1932; 23
Acar, Mettetal, van Oudenaarden (bib34) 2008; 40
Gupta, Fillmore, Jiang, Shapira, Tao, Kuperwasser, Lander (bib53) 2011; 146
Brachmann, Davies, Cost, Caputo, Li, Hieter, Boeke (bib54) 1998; 14
Avraham, Soifer, Carmi, Barkai (bib8) 2013; 9
Kiviet, Nghe, Walker, Boulineau, Sunderlikova, Tans (bib10) 2014; 514
Keren, van Dijk, Weingarten-Gabbay, Davidi, Jona, Weinberger, Milo, Segal (bib12) 2015; 25
Kaneko (bib52) 2011; 33
Raser, O’Shea (bib29) 2004; 304
Carey, van Dijk, Sloot, Kaandorp, Segal (bib26) 2013; 11
Heng, Bremer, Stevens, Ye, Miller, Liu, Ye (bib21) 2006; 98
Raj, van Oudenaarden (bib32) 2008; 135
Casanueva, Burga, Lehner (bib36) 2012; 335
Marusyk, Polyak (bib20) 2010; 1805
Stearns (bib1) 1976; 51
Elowitz, Levine, Siggia, Swain (bib27) 2002; 297
New, Cerulus, Govers, Perez-Samper, Zhu, Boogmans, Xavier, Verstrepen (bib9) 2014; 12
Munsky, Neuert, van Oudenaarden (bib6) 2012; 336
Wang, Zhang (bib39) 2011; 108
Tănase-Nicola, ten Wolde (bib25) 2008; 4
Lord, Wheals (bib44) 1980; 142
Wheals, Lord (bib14) 1992; 25
Teste, François, Parrou (bib47) 2010; 285
Maheshri, O’Shea (bib4) 2007; 36
Di Talia, Skotheim, Bean, Siggia, Cross (bib17) 2007; 448
Sandler, Mizrahi, Weiss, Agam, Simon, Balaban (bib42) 2015; 519
Mars, Nicolas, Ciccolini, Reilman, Reder, Schaffer, Mäder, Völker, van Dijl, Denham (bib11) 2015; 11
Fraser, Hirsh, Giaever, Kumm, Eisen (bib33) 2004; 2
Zhang, Qian, Zhang (bib38) 2009; 5
Burga, Casanueva, Lehner (bib30) 2011; 480
Pin (10.1016/j.cub.2016.03.010_bib16) 2006; 72
Raser (10.1016/j.cub.2016.03.010_bib23) 2005; 309
Siegal-Gaskins (10.1016/j.cub.2016.03.010_bib41) 2008; 95
Munsky (10.1016/j.cub.2016.03.010_bib6) 2012; 336
Zhang (10.1016/j.cub.2016.03.010_bib38) 2009; 5
Brown (10.1016/j.cub.2016.03.010_bib46) 2010; 20
Di Talia (10.1016/j.cub.2016.03.010_bib17) 2007; 448
Wang (10.1016/j.cub.2016.03.010_bib39) 2011; 108
Kaneko (10.1016/j.cub.2016.03.010_bib52) 2011; 33
Levy (10.1016/j.cub.2016.03.010_bib7) 2012; 10
Heng (10.1016/j.cub.2016.03.010_bib21) 2006; 98
Aldridge (10.1016/j.cub.2016.03.010_bib19) 2012; 335
Balaban (10.1016/j.cub.2016.03.010_bib3) 2004; 305
Tănase-Nicola (10.1016/j.cub.2016.03.010_bib25) 2008; 4
Fridman (10.1016/j.cub.2016.03.010_bib37) 2014; 513
Avraham (10.1016/j.cub.2016.03.010_bib8) 2013; 9
Mars (10.1016/j.cub.2016.03.010_bib11) 2015; 11
Casanueva (10.1016/j.cub.2016.03.010_bib36) 2012; 335
Ozbudak (10.1016/j.cub.2016.03.010_bib28) 2002; 31
Acar (10.1016/j.cub.2016.03.010_bib34) 2008; 40
Burga (10.1016/j.cub.2016.03.010_bib30) 2011; 480
Voordeckers (10.1016/j.cub.2016.03.010_bib48) 2012; 10
Elowitz (10.1016/j.cub.2016.03.010_bib27) 2002; 297
Wakamoto (10.1016/j.cub.2016.03.010_bib15) 2005; 130
Hartwell (10.1016/j.cub.2016.03.010_bib43) 1977; 75
Maheshri (10.1016/j.cub.2016.03.010_bib4) 2007; 36
Marusyk (10.1016/j.cub.2016.03.010_bib20) 2010; 1805
Raj (10.1016/j.cub.2016.03.010_bib31) 2010; 463
Lord (10.1016/j.cub.2016.03.010_bib44) 1980; 142
Moore (10.1016/j.cub.2016.03.010_bib45) 2013; 8
Helaine (10.1016/j.cub.2016.03.010_bib49) 2013; 16
Celli (10.1016/j.cub.2016.03.010_bib22) 2010; 15
Kelly (10.1016/j.cub.2016.03.010_bib13) 1932; 23
Reshes (10.1016/j.cub.2016.03.010_bib18) 2008; 5
Stearns (10.1016/j.cub.2016.03.010_bib1) 1976; 51
Gupta (10.1016/j.cub.2016.03.010_bib53) 2011; 146
Raj (10.1016/j.cub.2016.03.010_bib32) 2008; 135
Huang (10.1016/j.cub.2016.03.010_bib51) 2006; 26
Kiviet (10.1016/j.cub.2016.03.010_bib10) 2014; 514
Carey (10.1016/j.cub.2016.03.010_bib26) 2013; 11
Fraser (10.1016/j.cub.2016.03.010_bib33) 2004; 2
Raser (10.1016/j.cub.2016.03.010_bib29) 2004; 304
Beaumont (10.1016/j.cub.2016.03.010_bib35) 2009; 462
Teste (10.1016/j.cub.2016.03.010_bib47) 2010; 285
McAdams (10.1016/j.cub.2016.03.010_bib2) 1999; 15
Sandler (10.1016/j.cub.2016.03.010_bib42) 2015; 519
Ziv (10.1016/j.cub.2016.03.010_bib24) 2013; 30
Liti (10.1016/j.cub.2016.03.010_bib55) 2009; 458
Wheals (10.1016/j.cub.2016.03.010_bib14) 1992; 25
Brachmann (10.1016/j.cub.2016.03.010_bib54) 1998; 14
Satory (10.1016/j.cub.2016.03.010_bib5) 2011; 14
New (10.1016/j.cub.2016.03.010_bib9) 2014; 12
Keren (10.1016/j.cub.2016.03.010_bib12) 2015; 25
Metzger (10.1016/j.cub.2016.03.010_bib40) 2015; 521
Roesch (10.1016/j.cub.2016.03.010_bib50) 2010; 141
27166691 - Curr Biol. 2016 May 9;26(9):R355-7. doi: 10.1016/j.cub.2016.03.034.
References_xml – volume: 462
  start-page: 90
  year: 2009
  end-page: 93
  ident: bib35
  article-title: Experimental evolution of bet hedging
  publication-title: Nature
– volume: 480
  start-page: 250
  year: 2011
  end-page: 253
  ident: bib30
  article-title: Predicting mutation outcome from early stochastic variation in genetic interaction partners
  publication-title: Nature
– volume: 5
  start-page: 046001
  year: 2008
  ident: bib18
  article-title: Timing the start of division in
  publication-title: Phys. Biol.
– volume: 72
  start-page: 2163
  year: 2006
  end-page: 2169
  ident: bib16
  article-title: Kinetics of single cells: observation and modeling of a stochastic process
  publication-title: Appl. Environ. Microbiol.
– volume: 285
  start-page: 26815
  year: 2010
  end-page: 26824
  ident: bib47
  article-title: Characterization of a new multigene family encoding isomaltases in the yeast
  publication-title: J. Biol. Chem.
– volume: 14
  start-page: 212
  year: 2011
  end-page: 217
  ident: bib5
  article-title: Epigenetic switches: can infidelity govern fate in microbes?
  publication-title: Curr. Opin. Microbiol.
– volume: 33
  start-page: 403
  year: 2011
  end-page: 413
  ident: bib52
  article-title: Characterization of stem cells and cancer cells on the basis of gene expression profile stability, plasticity, and robustness: dynamical systems theory of gene expressions under cell-cell interaction explains mutational robustness of differentiated cells and suggests how cancer cells emerge
  publication-title: BioEssays
– volume: 335
  start-page: 100
  year: 2012
  end-page: 104
  ident: bib19
  article-title: Asymmetry and aging of mycobacterial cells lead to variable growth and antibiotic susceptibility
  publication-title: Science
– volume: 11
  start-page: e1001528
  year: 2013
  ident: bib26
  article-title: Promoter sequence determines the relationship between expression level and noise
  publication-title: PLoS Biol.
– volume: 23
  start-page: 147
  year: 1932
  end-page: 153
  ident: bib13
  article-title: The growth rate of individual bacterial cells
  publication-title: J. Bacteriol.
– volume: 2
  start-page: e137
  year: 2004
  ident: bib33
  article-title: Noise minimization in eukaryotic gene expression
  publication-title: PLoS Biol.
– volume: 519
  start-page: 468
  year: 2015
  end-page: 471
  ident: bib42
  article-title: Lineage correlations of single cell division time as a probe of cell-cycle dynamics
  publication-title: Nature
– volume: 1805
  start-page: 105
  year: 2010
  end-page: 117
  ident: bib20
  article-title: Tumor heterogeneity: causes and consequences
  publication-title: Biochim. Biophys. Acta
– volume: 8
  start-page: e81671
  year: 2013
  ident: bib45
  article-title: Population dynamics of metastable growth-rate phenotypes
  publication-title: PLoS ONE
– volume: 15
  start-page: 051603
  year: 2010
  ident: bib22
  article-title: Quantitative imaging reveals heterogeneous growth dynamics and treatment-dependent residual tumor distributions in a three-dimensional ovarian cancer model
  publication-title: J. Biomed. Opt.
– volume: 9
  start-page: 656
  year: 2013
  ident: bib8
  article-title: Increasing population growth by asymmetric segregation of a limiting resource during cell division
  publication-title: Mol. Syst. Biol.
– volume: 98
  start-page: 1424
  year: 2006
  end-page: 1435
  ident: bib21
  article-title: Cancer progression by non-clonal chromosome aberrations
  publication-title: J. Cell. Biochem.
– volume: 25
  start-page: 217
  year: 1992
  end-page: 223
  ident: bib14
  article-title: Clonal heterogeneity in specific growth rate of
  publication-title: Cell Prolif.
– volume: 31
  start-page: 69
  year: 2002
  end-page: 73
  ident: bib28
  article-title: Regulation of noise in the expression of a single gene
  publication-title: Nat. Genet.
– volume: 513
  start-page: 418
  year: 2014
  end-page: 421
  ident: bib37
  article-title: Optimization of lag time underlies antibiotic tolerance in evolved bacterial populations
  publication-title: Nature
– volume: 26
  start-page: 27
  year: 2006-2007
  end-page: 54
  ident: bib51
  article-title: A non-genetic basis for cancer progression and metastasis: self-organizing attractors in cell regulatory networks
  publication-title: Breast Dis.
– volume: 10
  start-page: e1001446
  year: 2012
  ident: bib48
  article-title: Reconstruction of ancestral metabolic enzymes reveals molecular mechanisms underlying evolutionary innovation through gene duplication
  publication-title: PLoS Biol.
– volume: 514
  start-page: 376
  year: 2014
  end-page: 379
  ident: bib10
  article-title: Stochasticity of metabolism and growth at the single-cell level
  publication-title: Nature
– volume: 130
  start-page: 311
  year: 2005
  end-page: 317
  ident: bib15
  article-title: Single-cell growth and division dynamics showing epigenetic correlations
  publication-title: Analyst (Lond.)
– volume: 95
  start-page: 2063
  year: 2008
  end-page: 2072
  ident: bib41
  article-title: Tightly regulated and heritable division control in single bacterial cells
  publication-title: Biophys. J.
– volume: 142
  start-page: 808
  year: 1980
  end-page: 818
  ident: bib44
  article-title: Asymmetrical division of
  publication-title: J. Bacteriol.
– volume: 146
  start-page: 633
  year: 2011
  end-page: 644
  ident: bib53
  article-title: Stochastic state transitions give rise to phenotypic equilibrium in populations of cancer cells
  publication-title: Cell
– volume: 75
  start-page: 422
  year: 1977
  end-page: 435
  ident: bib43
  article-title: Unequal division in
  publication-title: J. Cell Biol.
– volume: 297
  start-page: 1183
  year: 2002
  end-page: 1186
  ident: bib27
  article-title: Stochastic gene expression in a single cell
  publication-title: Science
– volume: 12
  start-page: e1001764
  year: 2014
  ident: bib9
  article-title: Different levels of catabolite repression optimize growth in stable and variable environments
  publication-title: PLoS Biol.
– volume: 521
  start-page: 344
  year: 2015
  end-page: 347
  ident: bib40
  article-title: Selection on noise constrains variation in a eukaryotic promoter
  publication-title: Nature
– volume: 4
  start-page: e1000125
  year: 2008
  ident: bib25
  article-title: Regulatory control and the costs and benefits of biochemical noise
  publication-title: PLoS Comput. Biol.
– volume: 14
  start-page: 115
  year: 1998
  end-page: 132
  ident: bib54
  article-title: Designer deletion strains derived from Saccharomyces cerevisiae S288C: a useful set of strains and plasmids for PCR-mediated gene disruption and other applications
  publication-title: Yeast
– volume: 40
  start-page: 471
  year: 2008
  end-page: 475
  ident: bib34
  article-title: Stochastic switching as a survival strategy in fluctuating environments
  publication-title: Nat. Genet.
– volume: 309
  start-page: 2010
  year: 2005
  end-page: 2013
  ident: bib23
  article-title: Noise in gene expression: origins, consequences, and control
  publication-title: Science
– volume: 304
  start-page: 1811
  year: 2004
  end-page: 1814
  ident: bib29
  article-title: Control of stochasticity in eukaryotic gene expression
  publication-title: Science
– volume: 335
  start-page: 82
  year: 2012
  end-page: 85
  ident: bib36
  article-title: Fitness trade-offs and environmentally induced mutation buffering in isogenic
  publication-title: Science
– volume: 30
  start-page: 2568
  year: 2013
  end-page: 2578
  ident: bib24
  article-title: Genetic and nongenetic determinants of cell growth variation assessed by high-throughput microscopy
  publication-title: Mol. Biol. Evol.
– volume: 10
  start-page: e1001325
  year: 2012
  ident: bib7
  article-title: Bet hedging in yeast by heterogeneous, age-correlated expression of a stress protectant
  publication-title: PLoS Biol.
– volume: 16
  start-page: 184
  year: 2013
  end-page: 191
  ident: bib49
  article-title: Heterogeneity of intracellular replication of bacterial pathogens
  publication-title: Curr. Opin. Microbiol.
– volume: 25
  start-page: 1893
  year: 2015
  end-page: 1902
  ident: bib12
  article-title: Noise in gene expression is coupled to growth rate
  publication-title: Genome Res.
– volume: 305
  start-page: 1622
  year: 2004
  end-page: 1625
  ident: bib3
  article-title: Bacterial persistence as a phenotypic switch
  publication-title: Science
– volume: 135
  start-page: 216
  year: 2008
  end-page: 226
  ident: bib32
  article-title: Nature, nurture, or chance: stochastic gene expression and its consequences
  publication-title: Cell
– volume: 15
  start-page: 65
  year: 1999
  end-page: 69
  ident: bib2
  article-title: It’s a noisy business! Genetic regulation at the nanomolar scale
  publication-title: Trends Genet.
– volume: 108
  start-page: E67
  year: 2011
  end-page: E76
  ident: bib39
  article-title: Impact of gene expression noise on organismal fitness and the efficacy of natural selection
  publication-title: Proc. Natl. Acad. Sci. USA
– volume: 458
  start-page: 337
  year: 2009
  end-page: 341
  ident: bib55
  article-title: Population genomics of domestic and wild yeasts
  publication-title: Nature
– volume: 463
  start-page: 913
  year: 2010
  end-page: 918
  ident: bib31
  article-title: Variability in gene expression underlies incomplete penetrance
  publication-title: Nature
– volume: 51
  start-page: 3
  year: 1976
  end-page: 47
  ident: bib1
  article-title: Life-history tactics: a review of the ideas
  publication-title: Q. Rev. Biol.
– volume: 11
  start-page: e1005046
  year: 2015
  ident: bib11
  article-title: Small regulatory RNA-induced growth rate heterogeneity of
  publication-title: PLoS Genet.
– volume: 20
  start-page: 895
  year: 2010
  end-page: 903
  ident: bib46
  article-title: Rapid expansion and functional divergence of subtelomeric gene families in yeasts
  publication-title: Curr. Biol.
– volume: 36
  start-page: 413
  year: 2007
  end-page: 434
  ident: bib4
  article-title: Living with noisy genes: how cells function reliably with inherent variability in gene expression
  publication-title: Annu. Rev. Biophys. Biomol. Struct.
– volume: 448
  start-page: 947
  year: 2007
  end-page: 951
  ident: bib17
  article-title: The effects of molecular noise and size control on variability in the budding yeast cell cycle
  publication-title: Nature
– volume: 141
  start-page: 583
  year: 2010
  end-page: 594
  ident: bib50
  article-title: A temporarily distinct subpopulation of slow-cycling melanoma cells is required for continuous tumor growth
  publication-title: Cell
– volume: 5
  start-page: 299
  year: 2009
  ident: bib38
  article-title: Positive selection for elevated gene expression noise in yeast
  publication-title: Mol. Syst. Biol.
– volume: 336
  start-page: 183
  year: 2012
  end-page: 187
  ident: bib6
  article-title: Using gene expression noise to understand gene regulation
  publication-title: Science
– volume: 4
  start-page: e1000125
  year: 2008
  ident: 10.1016/j.cub.2016.03.010_bib25
  article-title: Regulatory control and the costs and benefits of biochemical noise
  publication-title: PLoS Comput. Biol.
  doi: 10.1371/journal.pcbi.1000125
– volume: 519
  start-page: 468
  year: 2015
  ident: 10.1016/j.cub.2016.03.010_bib42
  article-title: Lineage correlations of single cell division time as a probe of cell-cycle dynamics
  publication-title: Nature
  doi: 10.1038/nature14318
– volume: 463
  start-page: 913
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib31
  article-title: Variability in gene expression underlies incomplete penetrance
  publication-title: Nature
  doi: 10.1038/nature08781
– volume: 514
  start-page: 376
  year: 2014
  ident: 10.1016/j.cub.2016.03.010_bib10
  article-title: Stochasticity of metabolism and growth at the single-cell level
  publication-title: Nature
  doi: 10.1038/nature13582
– volume: 5
  start-page: 046001
  year: 2008
  ident: 10.1016/j.cub.2016.03.010_bib18
  article-title: Timing the start of division in E. coli: a single-cell study
  publication-title: Phys. Biol.
  doi: 10.1088/1478-3975/5/4/046001
– volume: 304
  start-page: 1811
  year: 2004
  ident: 10.1016/j.cub.2016.03.010_bib29
  article-title: Control of stochasticity in eukaryotic gene expression
  publication-title: Science
  doi: 10.1126/science.1098641
– volume: 305
  start-page: 1622
  year: 2004
  ident: 10.1016/j.cub.2016.03.010_bib3
  article-title: Bacterial persistence as a phenotypic switch
  publication-title: Science
  doi: 10.1126/science.1099390
– volume: 521
  start-page: 344
  year: 2015
  ident: 10.1016/j.cub.2016.03.010_bib40
  article-title: Selection on noise constrains variation in a eukaryotic promoter
  publication-title: Nature
  doi: 10.1038/nature14244
– volume: 335
  start-page: 100
  year: 2012
  ident: 10.1016/j.cub.2016.03.010_bib19
  article-title: Asymmetry and aging of mycobacterial cells lead to variable growth and antibiotic susceptibility
  publication-title: Science
  doi: 10.1126/science.1216166
– volume: 130
  start-page: 311
  year: 2005
  ident: 10.1016/j.cub.2016.03.010_bib15
  article-title: Single-cell growth and division dynamics showing epigenetic correlations
  publication-title: Analyst (Lond.)
  doi: 10.1039/b409860a
– volume: 142
  start-page: 808
  year: 1980
  ident: 10.1016/j.cub.2016.03.010_bib44
  article-title: Asymmetrical division of Saccharomyces cerevisiae
  publication-title: J. Bacteriol.
  doi: 10.1128/JB.142.3.808-818.1980
– volume: 31
  start-page: 69
  year: 2002
  ident: 10.1016/j.cub.2016.03.010_bib28
  article-title: Regulation of noise in the expression of a single gene
  publication-title: Nat. Genet.
  doi: 10.1038/ng869
– volume: 72
  start-page: 2163
  year: 2006
  ident: 10.1016/j.cub.2016.03.010_bib16
  article-title: Kinetics of single cells: observation and modeling of a stochastic process
  publication-title: Appl. Environ. Microbiol.
  doi: 10.1128/AEM.72.3.2163-2169.2006
– volume: 95
  start-page: 2063
  year: 2008
  ident: 10.1016/j.cub.2016.03.010_bib41
  article-title: Tightly regulated and heritable division control in single bacterial cells
  publication-title: Biophys. J.
  doi: 10.1529/biophysj.108.128785
– volume: 15
  start-page: 65
  year: 1999
  ident: 10.1016/j.cub.2016.03.010_bib2
  article-title: It’s a noisy business! Genetic regulation at the nanomolar scale
  publication-title: Trends Genet.
  doi: 10.1016/S0168-9525(98)01659-X
– volume: 309
  start-page: 2010
  year: 2005
  ident: 10.1016/j.cub.2016.03.010_bib23
  article-title: Noise in gene expression: origins, consequences, and control
  publication-title: Science
  doi: 10.1126/science.1105891
– volume: 335
  start-page: 82
  year: 2012
  ident: 10.1016/j.cub.2016.03.010_bib36
  article-title: Fitness trade-offs and environmentally induced mutation buffering in isogenic C. elegans
  publication-title: Science
  doi: 10.1126/science.1213491
– volume: 12
  start-page: e1001764
  year: 2014
  ident: 10.1016/j.cub.2016.03.010_bib9
  article-title: Different levels of catabolite repression optimize growth in stable and variable environments
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.1001764
– volume: 135
  start-page: 216
  year: 2008
  ident: 10.1016/j.cub.2016.03.010_bib32
  article-title: Nature, nurture, or chance: stochastic gene expression and its consequences
  publication-title: Cell
  doi: 10.1016/j.cell.2008.09.050
– volume: 75
  start-page: 422
  year: 1977
  ident: 10.1016/j.cub.2016.03.010_bib43
  article-title: Unequal division in Saccharomyces cerevisiae and its implications for the control of cell division
  publication-title: J. Cell Biol.
  doi: 10.1083/jcb.75.2.422
– volume: 16
  start-page: 184
  year: 2013
  ident: 10.1016/j.cub.2016.03.010_bib49
  article-title: Heterogeneity of intracellular replication of bacterial pathogens
  publication-title: Curr. Opin. Microbiol.
  doi: 10.1016/j.mib.2012.12.004
– volume: 98
  start-page: 1424
  year: 2006
  ident: 10.1016/j.cub.2016.03.010_bib21
  article-title: Cancer progression by non-clonal chromosome aberrations
  publication-title: J. Cell. Biochem.
  doi: 10.1002/jcb.20964
– volume: 11
  start-page: e1001528
  year: 2013
  ident: 10.1016/j.cub.2016.03.010_bib26
  article-title: Promoter sequence determines the relationship between expression level and noise
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.1001528
– volume: 30
  start-page: 2568
  year: 2013
  ident: 10.1016/j.cub.2016.03.010_bib24
  article-title: Genetic and nongenetic determinants of cell growth variation assessed by high-throughput microscopy
  publication-title: Mol. Biol. Evol.
  doi: 10.1093/molbev/mst138
– volume: 5
  start-page: 299
  year: 2009
  ident: 10.1016/j.cub.2016.03.010_bib38
  article-title: Positive selection for elevated gene expression noise in yeast
  publication-title: Mol. Syst. Biol.
  doi: 10.1038/msb.2009.58
– volume: 141
  start-page: 583
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib50
  article-title: A temporarily distinct subpopulation of slow-cycling melanoma cells is required for continuous tumor growth
  publication-title: Cell
  doi: 10.1016/j.cell.2010.04.020
– volume: 36
  start-page: 413
  year: 2007
  ident: 10.1016/j.cub.2016.03.010_bib4
  article-title: Living with noisy genes: how cells function reliably with inherent variability in gene expression
  publication-title: Annu. Rev. Biophys. Biomol. Struct.
  doi: 10.1146/annurev.biophys.36.040306.132705
– volume: 513
  start-page: 418
  year: 2014
  ident: 10.1016/j.cub.2016.03.010_bib37
  article-title: Optimization of lag time underlies antibiotic tolerance in evolved bacterial populations
  publication-title: Nature
  doi: 10.1038/nature13469
– volume: 23
  start-page: 147
  year: 1932
  ident: 10.1016/j.cub.2016.03.010_bib13
  article-title: The growth rate of individual bacterial cells
  publication-title: J. Bacteriol.
  doi: 10.1128/JB.23.2.147-153.1932
– volume: 458
  start-page: 337
  year: 2009
  ident: 10.1016/j.cub.2016.03.010_bib55
  article-title: Population genomics of domestic and wild yeasts
  publication-title: Nature
  doi: 10.1038/nature07743
– volume: 11
  start-page: e1005046
  year: 2015
  ident: 10.1016/j.cub.2016.03.010_bib11
  article-title: Small regulatory RNA-induced growth rate heterogeneity of Bacillus subtilis
  publication-title: PLoS Genet.
  doi: 10.1371/journal.pgen.1005046
– volume: 480
  start-page: 250
  year: 2011
  ident: 10.1016/j.cub.2016.03.010_bib30
  article-title: Predicting mutation outcome from early stochastic variation in genetic interaction partners
  publication-title: Nature
  doi: 10.1038/nature10665
– volume: 25
  start-page: 217
  year: 1992
  ident: 10.1016/j.cub.2016.03.010_bib14
  article-title: Clonal heterogeneity in specific growth rate of Saccharomyces cerevisiae cells
  publication-title: Cell Prolif.
  doi: 10.1111/j.1365-2184.1992.tb01396.x
– volume: 14
  start-page: 115
  year: 1998
  ident: 10.1016/j.cub.2016.03.010_bib54
  article-title: Designer deletion strains derived from Saccharomyces cerevisiae S288C: a useful set of strains and plasmids for PCR-mediated gene disruption and other applications
  publication-title: Yeast
  doi: 10.1002/(SICI)1097-0061(19980130)14:2<115::AID-YEA204>3.0.CO;2-2
– volume: 146
  start-page: 633
  year: 2011
  ident: 10.1016/j.cub.2016.03.010_bib53
  article-title: Stochastic state transitions give rise to phenotypic equilibrium in populations of cancer cells
  publication-title: Cell
  doi: 10.1016/j.cell.2011.07.026
– volume: 108
  start-page: E67
  year: 2011
  ident: 10.1016/j.cub.2016.03.010_bib39
  article-title: Impact of gene expression noise on organismal fitness and the efficacy of natural selection
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1100059108
– volume: 448
  start-page: 947
  year: 2007
  ident: 10.1016/j.cub.2016.03.010_bib17
  article-title: The effects of molecular noise and size control on variability in the budding yeast cell cycle
  publication-title: Nature
  doi: 10.1038/nature06072
– volume: 51
  start-page: 3
  year: 1976
  ident: 10.1016/j.cub.2016.03.010_bib1
  article-title: Life-history tactics: a review of the ideas
  publication-title: Q. Rev. Biol.
  doi: 10.1086/409052
– volume: 462
  start-page: 90
  year: 2009
  ident: 10.1016/j.cub.2016.03.010_bib35
  article-title: Experimental evolution of bet hedging
  publication-title: Nature
  doi: 10.1038/nature08504
– volume: 9
  start-page: 656
  year: 2013
  ident: 10.1016/j.cub.2016.03.010_bib8
  article-title: Increasing population growth by asymmetric segregation of a limiting resource during cell division
  publication-title: Mol. Syst. Biol.
  doi: 10.1038/msb.2013.13
– volume: 15
  start-page: 051603
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib22
  article-title: Quantitative imaging reveals heterogeneous growth dynamics and treatment-dependent residual tumor distributions in a three-dimensional ovarian cancer model
  publication-title: J. Biomed. Opt.
  doi: 10.1117/1.3483903
– volume: 2
  start-page: e137
  year: 2004
  ident: 10.1016/j.cub.2016.03.010_bib33
  article-title: Noise minimization in eukaryotic gene expression
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.0020137
– volume: 33
  start-page: 403
  year: 2011
  ident: 10.1016/j.cub.2016.03.010_bib52
  publication-title: BioEssays
  doi: 10.1002/bies.201000153
– volume: 20
  start-page: 895
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib46
  article-title: Rapid expansion and functional divergence of subtelomeric gene families in yeasts
  publication-title: Curr. Biol.
  doi: 10.1016/j.cub.2010.04.027
– volume: 1805
  start-page: 105
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib20
  article-title: Tumor heterogeneity: causes and consequences
  publication-title: Biochim. Biophys. Acta
– volume: 14
  start-page: 212
  year: 2011
  ident: 10.1016/j.cub.2016.03.010_bib5
  article-title: Epigenetic switches: can infidelity govern fate in microbes?
  publication-title: Curr. Opin. Microbiol.
  doi: 10.1016/j.mib.2010.12.004
– volume: 8
  start-page: e81671
  year: 2013
  ident: 10.1016/j.cub.2016.03.010_bib45
  article-title: Population dynamics of metastable growth-rate phenotypes
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0081671
– volume: 285
  start-page: 26815
  year: 2010
  ident: 10.1016/j.cub.2016.03.010_bib47
  article-title: Characterization of a new multigene family encoding isomaltases in the yeast Saccharomyces cerevisiae, the IMA family
  publication-title: J. Biol. Chem.
  doi: 10.1074/jbc.M110.145946
– volume: 10
  start-page: e1001446
  year: 2012
  ident: 10.1016/j.cub.2016.03.010_bib48
  article-title: Reconstruction of ancestral metabolic enzymes reveals molecular mechanisms underlying evolutionary innovation through gene duplication
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.1001446
– volume: 336
  start-page: 183
  year: 2012
  ident: 10.1016/j.cub.2016.03.010_bib6
  article-title: Using gene expression noise to understand gene regulation
  publication-title: Science
  doi: 10.1126/science.1216379
– volume: 26
  start-page: 27
  year: 2006
  ident: 10.1016/j.cub.2016.03.010_bib51
  article-title: A non-genetic basis for cancer progression and metastasis: self-organizing attractors in cell regulatory networks
  publication-title: Breast Dis.
  doi: 10.3233/BD-2007-26104
– volume: 297
  start-page: 1183
  year: 2002
  ident: 10.1016/j.cub.2016.03.010_bib27
  article-title: Stochastic gene expression in a single cell
  publication-title: Science
  doi: 10.1126/science.1070919
– volume: 25
  start-page: 1893
  year: 2015
  ident: 10.1016/j.cub.2016.03.010_bib12
  article-title: Noise in gene expression is coupled to growth rate
  publication-title: Genome Res.
  doi: 10.1101/gr.191635.115
– volume: 10
  start-page: e1001325
  year: 2012
  ident: 10.1016/j.cub.2016.03.010_bib7
  article-title: Bet hedging in yeast by heterogeneous, age-correlated expression of a stress protectant
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.1001325
– volume: 40
  start-page: 471
  year: 2008
  ident: 10.1016/j.cub.2016.03.010_bib34
  article-title: Stochastic switching as a survival strategy in fluctuating environments
  publication-title: Nat. Genet.
  doi: 10.1038/ng.110
– reference: 27166691 - Curr Biol. 2016 May 9;26(9):R355-7. doi: 10.1016/j.cub.2016.03.034.
SSID ssj0012896
Score 2.471186
Snippet The fitness effect of biological noise remains unclear. For example, even within clonal microbial populations, individual cells grow at different speeds....
SourceID pubmedcentral
proquest
pubmed
crossref
elsevier
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 1138
SubjectTerms Cell Division - physiology
Epigenesis, Genetic - physiology
Gene Expression Regulation, Fungal - physiology
Genetic Fitness
Saccharomyces cerevisiae - genetics
Saccharomyces cerevisiae - physiology
Saccharomyces cerevisiae Proteins - genetics
Saccharomyces cerevisiae Proteins - metabolism
Time Factors
Title Noise and Epigenetic Inheritance of Single-Cell Division Times Influence Population Fitness
URI https://dx.doi.org/10.1016/j.cub.2016.03.010
https://www.ncbi.nlm.nih.gov/pubmed/27068419
https://www.proquest.com/docview/1789039698
https://pubmed.ncbi.nlm.nih.gov/PMC5428746
Volume 26
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1La9tAEF5CoNBLSB9p3KZhCz0FFmut2dXqmLo2SUtDIQkYelj02CUKRjaNfMi_z8zqQZ0WH3qUNIJlRpr5hplvhrHPaaEmyhSRgBRKgYjYiSxVXsQxlMaoiVeeKro_rvTFLXxbqMUem_ZcGGqr7Hx_69ODt-7ujDttjtdVNb4Ow9IwviGiiKTRRDSPwQQS3-LLUEnAhCLUK1FYkHRf2Qw9XsUmp-4uHeacEon237Hpb-z5vIXyj5g0P2QHHZjk5-15X7E9V79mL9r1ko9v2K-rVfXgeFaXfLamqZtEWOSXNVH-GrI2X3l-jbFr6cTULZf8a9VSzXkghqBkt8CE_xzWfPF51ZB3fMtu57Ob6YXolimIQsmkEWWUFz6JDUx8rjJd5Bp8GXkptUm8zGlIjisAvZ3Epz5TqQetTY6xy0FSYip7xPbrVe2OGQcdgYQEgV6SQ4n5ipegYkwUFWiHCGbEol6NtugmjdPCi6XtW8ruLWrekuZtFFvU_IidDa-s2zEbu4Sht43d-lYshoFdr33q7WjxH6LCSFa71ebBSmIDx6gCM2LvWrsOp5gkkTYg0xFLtiw-CNB87u0ndXUX5nQrSkdBv_-_435gL-kqNFemJ2y_-b1xHxEANfkpQv_L76fhO38CfSYDkA
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3daxNBEB9qRfSl1O_Uqiv4JCy5ze3u7T1qbEi0DUJbCPiw3McunoRLsJcH_3tn9j4wKn3w9XYOlpm7md8wM78BeJsWaqJMEXGZypIjInY8S5XncSxLY9TEK08V3Yulnl_LTyu1OoBpPwtDbZWd7299evDW3ZNxp83xtqrGl4EsDeMbIopIGK3uwF1EAwntb1isPgylBMwoQsESpTmJ96XN0ORV7HJq79KB6JSmaP8dnP4Gn3_2UP4WlGbHcNShSfa-vfBDOHD1I7jX7pf8-Ri-LjfVjWNZXbKzLdFu0sQiW9Q089eQudnGs0sMXmvHp269Zh-rdtachckQlOw2mLAvw54vNqsaco9P4Hp2djWd826bAi-USBpeRnnhk9jIic9VpotcS19GXghtEi9yYslxhUR3J_DUZyr1UmuTY_ByMikxl30Kh_Wmds-BSR1JIRNEekkuS0xYvJAqxkxRSe0Qwowg6tVoi45qnDZerG3fU_bdouYtad5GsUXNj-Dd8Mq25dm4TVj2trF7H4vFOHDba296O1r8iagyktVus7uxgsaBY1SBGcGz1q7DLSZJpI0U6QiSPYsPAkTQvX9SV98CUbeifFTqk_-77mu4P7-6OLfni-XnF_CATkKnZXoKh82PnXuJaKjJX4Wv_RdrHgW2
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Noise+and+Epigenetic+Inheritance+of+Single-Cell+Division+Times+Influence+Population+Fitness&rft.jtitle=Current+biology&rft.au=Cerulus%2C+Bram&rft.au=New%2C+Aaron+M.&rft.au=Pougach%2C+Ksenia&rft.au=Verstrepen%2C+Kevin+J.&rft.date=2016-05-09&rft.issn=0960-9822&rft.eissn=1879-0445&rft.volume=26&rft.issue=9&rft.spage=1138&rft.epage=1147&rft_id=info:doi/10.1016%2Fj.cub.2016.03.010&rft_id=info%3Apmid%2F27068419&rft.externalDocID=PMC5428746
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0960-9822&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0960-9822&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0960-9822&client=summon