A dynamic model of proteome changes reveals new roles for transcript alteration in yeast

被引:232
作者
Lee, M. Violet [1 ]
Topper, Scott E. [2 ]
Hubler, Shane L. [1 ]
Hose, James [2 ]
Wenger, Craig D. [1 ]
Coon, Joshua J. [1 ,3 ]
Gasch, Audrey P. [2 ,3 ]
机构
[1] Univ Wisconsin, Dept Chem, Madison, WI 53706 USA
[2] Univ Wisconsin, Genet Lab, Madison, WI 53706 USA
[3] Univ Wisconsin, Genome Ctr Wisconsin, Madison, WI USA
关键词
dynamics; modeling; proteomics; stress; transcriptomics; GENOME-WIDE ANALYSIS; SACCHAROMYCES-CEREVISIAE; MESSENGER-RNA; GENE-EXPRESSION; RIBOSOME BIOSYNTHESIS; GROWTH-RATE; TRANSLATIONAL RESPONSE; ENVIRONMENTAL-CHANGES; QUANTITATIVE-ANALYSIS; FEEDFORWARD LOOP;
D O I
10.1038/msb.2011.48
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
The transcriptome and proteome change dynamically as cells respond to environmental stress; however, prior proteomic studies reported poor correlation between mRNA and protein, rendering their relationships unclear. To address this, we combined high mass accuracy mass spectrometry with isobaric tagging to quantify dynamic changes similar to 2500 Saccharomyces cerevisiae proteins, in biological triplicate and with paired mRNA samples, as cells acclimated to high osmolarity. Surprisingly, while transcript induction correlated extremely well with protein increase, transcript reduction produced little to no change in the corresponding proteins. We constructed a mathematical model of dynamic protein changes and propose that the lack of protein reduction is explained by cell-division arrest, while transcript reduction supports redistribution of translational machinery. Furthermore, the transient 'burst' of mRNA induction after stress serves to accelerate change in the corresponding protein levels. We identified several classes of post-transcriptional regulation, but show that most of the variance in protein changes is explained by mRNA. Our results present a picture of the coordinated physiological responses at the levels of mRNA, protein, protein-synthetic capacity, and cellular growth. Molecular Systems Biology 7: 514; published online 19 July 2011; doi:10.1038/msb.2011.48
引用
收藏
页数:12
相关论文
共 68 条
[1]   Network motifs: theory and experimental approaches [J].
Alon, Uri .
NATURE REVIEWS GENETICS, 2007, 8 (06) :450-461
[2]   Genome-wide analysis of mRNA translation profiles in Saccharomyces cerevisiae [J].
Arava, Y ;
Wang, YL ;
Storey, JD ;
Liu, CL ;
Brown, PO ;
Herschlag, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (07) :3889-3894
[3]   A Library of Yeast Transcription Factor Motifs Reveals a Widespread Function for Rsc3 in Targeting Nucleosome Exclusion at Promoters [J].
Badis, Gwenael ;
Chan, Esther T. ;
van Bakel, Harm ;
Pena-Castillo, Lourdes ;
Tillo, Desiree ;
Tsui, Kyle ;
Carlson, Clayton D. ;
Gossett, Andrea J. ;
Hasinoff, Michael J. ;
Warren, Christopher L. ;
Gebbia, Marinella ;
Talukder, Shaheynoor ;
Yang, Ally ;
Mnaimneh, Sanie ;
Terterov, Dimitri ;
Coburn, David ;
Yeo, Ai Li ;
Yeo, Zhen Xuan ;
Clarke, Neil D. ;
Lieb, Jason D. ;
Ansari, Aseem Z. ;
Nislow, Corey ;
Hughes, Timothy R. .
MOLECULAR CELL, 2008, 32 (06) :878-887
[4]   Quantification of protein half-lives in the budding yeast proteome [J].
Belle, Archana ;
Tanay, Amos ;
Bitincka, Ledion ;
Shamir, Ron ;
O'Shea, Erin K. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (35) :13004-13009
[5]   Stress-activated Genomic Expression Changes Serve a Preparative Role for Impending Stress in Yeast [J].
Berry, David B. ;
Gasch, Audrey P. .
MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (11) :4580-4587
[6]   GLOBAL CHANGES IN PROTEIN-SYNTHESIS DURING ADAPTATION OF THE YEAST SACCHAROMYCES-CEREVISIAE TO 0.7 M NACL [J].
BLOMBERG, A .
JOURNAL OF BACTERIOLOGY, 1995, 177 (12) :3563-3572
[7]   A comparison of normalization methods for high density oligonucleotide array data based on variance and bias [J].
Bolstad, BM ;
Irizarry, RA ;
Åstrand, M ;
Speed, TP .
BIOINFORMATICS, 2003, 19 (02) :185-193
[8]   Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast [J].
Brauer, Matthew J. ;
Huttenhower, Curtis ;
Airoldi, Edoardo M. ;
Rosenstein, Rachel ;
Matese, John C. ;
Gresham, David ;
Boer, Viktor M. ;
Troyanskaya, Olga G. ;
Botstein, David .
MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (01) :352-367
[9]   Remodeling of yeast genome expression in response to environmental changes [J].
Causton, HC ;
Ren, B ;
Koh, SS ;
Harbison, CT ;
Kanin, E ;
Jennings, EG ;
Lee, TI ;
True, HL ;
Lander, ES ;
Young, RA .
MOLECULAR BIOLOGY OF THE CELL, 2001, 12 (02) :323-337
[10]   Comprehensive mass-spectrometry-based proteome quantification of haploid versus diploid yeast [J].
de Godoy, Lyris M. F. ;
Olsen, Jesper V. ;
Cox, Juergen ;
Nielsen, Michael L. ;
Hubner, Nina C. ;
Froehlich, Florian ;
Walther, Tobias C. ;
Mann, Matthias .
NATURE, 2008, 455 (7217) :1251-U60