Single Mammalian Cells Compensate for Differences in Cellular Volume and DNA Copy Number through Independent Global Transcriptional Mechanisms

被引:319
作者
Padovan-Merhar, Olivia [1 ]
Nair, Gautham P. [2 ]
Biaesch, Andrew G. [2 ]
Mayer, Andreas [3 ]
Scarfone, Steven [1 ]
Foley, Shawn W. [4 ]
Wu, Angela R. [5 ]
Churchman, L. Stirling [3 ]
Singh, Abhyudai [6 ]
Raj, Arjun [2 ]
机构
[1] Univ Penn, Dept Phys & Astron, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
[3] Harvard Univ, Sch Med, Dept Genet, Boston, MA 02115 USA
[4] Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USA
[5] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
[6] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
基金
美国国家科学基金会;
关键词
STOCHASTIC GENE-EXPRESSION; RNA-POLYMERASE-II; LABELED PROBES; LIVING CELLS; TUMOR-CELLS; IN-SITU; C-MYC; REVEALS; CYCLE; NOISE;
D O I
10.1016/j.molcel.2015.03.005
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Individual mammalian cells exhibit large variability in cellular volume, even with the same absolute DNA content, and so must compensate for differences in DNA concentration in order to maintain constant concentration of gene expression products. Using single-molecule counting and computational image analysis, we show that transcript abundance correlates with cellular volume at the single-cell level due to increased global transcription in larger cells. Cell fusion experiments establish that increased cellular content itself can directly increase transcription. Quantitative analysis shows that this mechanism measures the ratio of cellular volume to DNA content, most likely through sequestration of a transcriptional factor to DNA. Analysis of transcriptional bursts reveals a separate mechanism for gene dosage compensation after DNA replication that enables proper transcriptional output during early and late S phase. Our results provide a framework for quantitatively understanding the relationships among DNA content, cell size, and gene expression variability in single cells.
引用
收藏
页码:339 / 352
页数:14
相关论文
共 60 条
[1]   Noise in protein expression scales with natural protein abundance [J].
Bar-Even, Arren ;
Paulsson, Johan ;
Maheshri, Narendra ;
Carmi, Miri ;
O'Shea, Erin ;
Pilpel, Yitzhak ;
Barkai, Naama .
NATURE GENETICS, 2006, 38 (06) :636-643
[2]   Inhibiting eukaryotic transcription Which compound to choose? How to evaluate its activity? [J].
Bensaude, Olivier .
TRANSCRIPTION-AUSTIN, 2011, 2 (03) :103-108
[3]   Transcript Dynamics of Proinflammatory Genes Revealed by Sequence Analysis of Subcellular RNA Fractions [J].
Bhatt, Dev M. ;
Pandya-Jones, Amy ;
Tong, Ann-Jay ;
Barozzi, Iros ;
Lissner, Michelle M. ;
Natoli, Gioacchino ;
Black, Douglas L. ;
Smale, Stephen T. .
CELL, 2012, 150 (02) :279-290
[4]   Identifying sources of variation and the flow of information in biochemical networks [J].
Bowsher, Clive G. ;
Swain, Peter S. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (20) :E1320-E1328
[5]  
Brennecke P, 2013, NAT METHODS, V10, P1093, DOI [10.1038/NMETH.2645, 10.1038/nmeth.2645]
[6]   Measuring single cell mass, volume, and density with dual suspended microchannel resonators [J].
Bryan, Andrea K. ;
Hecht, Vivian C. ;
Shen, Wenjiang ;
Payer, Kristofor ;
Grover, William H. ;
Manalis, Scott R. .
LAB ON A CHIP, 2014, 14 (03) :569-576
[7]   Transcriptional pulsing of a developmental gene [J].
Chubb, JR ;
Trcek, T ;
Shenoy, SM ;
Singer, RH .
CURRENT BIOLOGY, 2006, 16 (10) :1018-1025
[8]   RAPID, SIMULTANEOUS MEASUREMENT OF DNA, PROTEIN, AND CELL VOLUME IN SINGLE CELLS FROM LARGE MAMMALIAN-CELL POPULATIONS [J].
CRISSMAN, HA ;
STEINKAMP, JA .
JOURNAL OF CELL BIOLOGY, 1973, 59 (03) :766-771
[9]   Transcriptional burst frequency and burst size are equally modulated across the human genome [J].
Dar, Roy D. ;
Razooky, Brandon S. ;
Singh, Abhyudai ;
Trimeloni, Thomas V. ;
McCollum, James M. ;
Cox, Chris D. ;
Simpson, Michael L. ;
Weinberger, Leor S. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (43) :17454-17459
[10]   Connecting Variability in Global Transcription Rate to Mitochondrial Variability [J].
das Neves, Ricardo Pires ;
Jones, Nick S. ;
Andreu, Lorena ;
Gupta, Rajeev ;
Enver, Tariq ;
Iborra, Francisco J. .
PLOS BIOLOGY, 2010, 8 (12)