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
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页数:12
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