Absolute protein expression profiling estimates the relative contributions of transcriptional and translational regulation

被引:858
作者
Lu, Peng [1 ]
Vogel, Christine [1 ]
Wang, Rong [1 ]
Yao, Xin [1 ]
Marcotte, Edward M. [1 ]
机构
[1] Univ Texas, Inst Cellular & Mol Biol, Dept Chem & Biochem, Ctr Syst & Synth Biol, Austin, TX 78712 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
D O I
10.1038/nbt1270
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
We report a method for large-scale absolute protein expression measurements (APEX) and apply it to estimate the relative contributions of transcriptional-and translational-level gene regulation in the yeast and Escherichia coli proteomes. APEX relies upon correcting each protein's mass spectrometry sampling depth (observed peptide count) by learned probabilities for identifying the peptides. APEX abundances agree with measurements from controls, western blotting, flow cytometry and two-dimensional gels, as well as known correlations with mRNA abundances and codon bias, providing absolute protein concentrations across approximately three to four orders of magnitude. Using APEX, we demonstrate that 73% of the variance in yeast protein abundance (47% in E. coli) is explained by mRNA abundance, with the number of proteins per mRNA log-normally distributed about similar to 5,600 (similar to 540 in E. coli) protein molecules/ mRNA. Therefore, levels of both eukaryotic and prokaryotic proteins are set per mRNA molecule and independently of overall protein concentration, with > 70% of yeast gene expression regulation occurring through mRNA-directed mechanisms.
引用
收藏
页码:117 / 124
页数:8
相关论文
共 51 条
[1]   Benchmarking the CATMA microarray. A novel tool for Arabidopsis transcriptome analysis [J].
Allemeersch, J ;
Durinck, S ;
Vanderhaeghen, R ;
Alard, P ;
Maes, R ;
Seeuws, K ;
Bogaert, T ;
Coddens, K ;
Deschouwer, K ;
Van Hummelen, P ;
Vuylsteke, M ;
Moreau, Y ;
Kwekkeboom, J ;
Wijfjes, AHM ;
May, S ;
Beynon, J ;
Hilson, P ;
Kuiper, MTR .
PLANT PHYSIOLOGY, 2005, 137 (02) :588-601
[2]   Genome-scale analysis of the uses of the Escherichia coli genome:: Model-driven analysis of heterogeneous data sets [J].
Allen, TE ;
Herrgård, MJ ;
Liu, MZ ;
Qiu, Y ;
Glasner, JD ;
Blattner, FR ;
Palsson, BO .
JOURNAL OF BACTERIOLOGY, 2003, 185 (21) :6392-6399
[3]   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
[4]   INVIVO HALF-LIFE OF A PROTEIN IS A FUNCTION OF ITS AMINO-TERMINAL RESIDUE [J].
BACHMAIR, A ;
FINLEY, D ;
VARSHAVSKY, A .
SCIENCE, 1986, 234 (4773) :179-186
[5]   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
[6]   Post-transcriptional expression regulation in the yeast Saccharomyces cerevisiae on a genomic scale [J].
Beyer, A ;
Hollunder, J ;
Nasheuer, HP ;
Wilhelm, T .
MOLECULAR & CELLULAR PROTEOMICS, 2004, 3 (11) :1083-1092
[7]   Toward a protein profile of Escherichia coli:: Comparison to its transcription profile [J].
Corbin, RW ;
Paliy, O ;
Yang, F ;
Shabanowitz, J ;
Platt, M ;
Lyons, CE ;
Root, K ;
McAuliffe, J ;
Jordan, MI ;
Kustu, S ;
Soupene, E ;
Hunt, DF .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (16) :9232-9237
[8]   Integrating high-throughput and computational data elucidates bacterial networks [J].
Covert, MW ;
Knight, EM ;
Reed, JL ;
Herrgard, MJ ;
Palsson, BO .
NATURE, 2004, 429 (6987) :92-96
[9]   The use of proteotypic peptide libraries for protein identification [J].
Craig, R ;
Cortens, JP ;
Beavis, RC .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2005, 19 (13) :1844-1850
[10]   Assessing factors for reliable quantitative proteomics based on two-dimensional gel electrophoresis [J].
Fiévet, J ;
Dillmann, C ;
Lagniel, G ;
Davanture, M ;
Negroni, L ;
Labarre, J ;
de Vienne, D .
PROTEOMICS, 2004, 4 (07) :1939-1949