Principles of transcriptional control in the metabolic network of Saccharomyces cerevisiae

被引:185
作者
Ihmels, J
Levy, R
Barkai, N [1 ]
机构
[1] Weizmann Inst Sci, Dept Mol Genet, IL-76100 Rehovot, Israel
[2] Weizmann Inst Sci, Dept Phys Complex Syst, IL-76100 Rehovot, Israel
关键词
D O I
10.1038/nbt918
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
Cellular networks are subject to extensive regulation, which modifies the availability and efficiency of connections between components in response to external conditions. Thus far, studies of large-scale networks have focused on their connectivity, but have not considered how the modulation of this connectivity might also determine network properties. To address this issue, we analyzed how the coordinated expression of enzymes shapes the metabolic network of Saccharomyces cerevisiae. By integrating large-scale expression data with the structural description of the metabolic network, we systematically characterized the transcriptional regulation of metabolic pathways. The analysis revealed recurrent patterns, which may represent design principles of metabolic gene regulation. First, we find that transcription regulation biases metabolic flow toward linearity by coexpressing only distinct branches at metabolic branchpoints. Second, individual isozymes were often separately coregulated with distinct processes, providing a means of reducing crosstalk between pathways using a common reaction. Finally, transcriptional regulation defined a hierarchical organization of metabolic pathways into groups of varying expression coherence. These results emphasize the utility of incorporating regulatory information when analyzing properties of large-scale cellular networks.
引用
收藏
页码:86 / 92
页数:7
相关论文
共 25 条
[1]   Iterative signature algorithm for the analysis of large-scale gene expression data [J].
Bergmann, S ;
Ihmels, J ;
Barkai, N .
PHYSICAL REVIEW E, 2003, 67 (03) :18
[2]   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
[3]   Exploring the metabolic and genetic control of gene expression on a genomic scale [J].
DeRisi, JL ;
Iyer, VR ;
Brown, PO .
SCIENCE, 1997, 278 (5338) :680-686
[4]   Cluster analysis and display of genome-wide expression patterns [J].
Eisen, MB ;
Spellman, PT ;
Brown, PO ;
Botstein, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (25) :14863-14868
[5]   Genomic expression programs in the response of yeast cells to environmental changes [J].
Gasch, AP ;
Spellman, PT ;
Kao, CM ;
Carmel-Harel, O ;
Eisen, MB ;
Storz, G ;
Botstein, D ;
Brown, PO .
MOLECULAR BIOLOGY OF THE CELL, 2000, 11 (12) :4241-4257
[6]   Functional organization of the yeast proteome by systematic analysis of protein complexes [J].
Gavin, AC ;
Bösche, M ;
Krause, R ;
Grandi, P ;
Marzioch, M ;
Bauer, A ;
Schultz, J ;
Rick, JM ;
Michon, AM ;
Cruciat, CM ;
Remor, M ;
Höfert, C ;
Schelder, M ;
Brajenovic, M ;
Ruffner, H ;
Merino, A ;
Klein, K ;
Hudak, M ;
Dickson, D ;
Rudi, T ;
Gnau, V ;
Bauch, A ;
Bastuck, S ;
Huhse, B ;
Leutwein, C ;
Heurtier, MA ;
Copley, RR ;
Edelmann, A ;
Querfurth, E ;
Rybin, V ;
Drewes, G ;
Raida, M ;
Bouwmeester, T ;
Bork, P ;
Seraphin, B ;
Kuster, B ;
Neubauer, G ;
Superti-Furga, G .
NATURE, 2002, 415 (6868) :141-147
[7]   Functional profiling of the Saccharomyces cerevisiae genome [J].
Giaever, G ;
Chu, AM ;
Ni, L ;
Connelly, C ;
Riles, L ;
Véronneau, S ;
Dow, S ;
Lucau-Danila, A ;
Anderson, K ;
André, B ;
Arkin, AP ;
Astromoff, A ;
El Bakkoury, M ;
Bangham, R ;
Benito, R ;
Brachat, S ;
Campanaro, S ;
Curtiss, M ;
Davis, K ;
Deutschbauer, A ;
Entian, KD ;
Flaherty, P ;
Foury, F ;
Garfinkel, DJ ;
Gerstein, M ;
Gotte, D ;
Güldener, U ;
Hegemann, JH ;
Hempel, S ;
Herman, Z ;
Jaramillo, DF ;
Kelly, DE ;
Kelly, SL ;
Kötter, P ;
LaBonte, D ;
Lamb, DC ;
Lan, N ;
Liang, H ;
Liao, H ;
Liu, L ;
Luo, CY ;
Lussier, M ;
Mao, R ;
Menard, P ;
Ooi, SL ;
Revuelta, JL ;
Roberts, CJ ;
Rose, M ;
Ross-Macdonald, P ;
Scherens, B .
NATURE, 2002, 418 (6896) :387-391
[8]   From molecular to modular cell biology [J].
Hartwell, LH ;
Hopfield, JJ ;
Leibler, S ;
Murray, AW .
NATURE, 1999, 402 (6761) :C47-C52
[9]   Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry [J].
Ho, Y ;
Gruhler, A ;
Heilbut, A ;
Bader, GD ;
Moore, L ;
Adams, SL ;
Millar, A ;
Taylor, P ;
Bennett, K ;
Boutilier, K ;
Yang, LY ;
Wolting, C ;
Donaldson, I ;
Schandorff, S ;
Shewnarane, J ;
Vo, M ;
Taggart, J ;
Goudreault, M ;
Muskat, B ;
Alfarano, C ;
Dewar, D ;
Lin, Z ;
Michalickova, K ;
Willems, AR ;
Sassi, H ;
Nielsen, PA ;
Rasmussen, KJ ;
Andersen, JR ;
Johansen, LE ;
Hansen, LH ;
Jespersen, H ;
Podtelejnikov, A ;
Nielsen, E ;
Crawford, J ;
Poulsen, V ;
Sorensen, BD ;
Matthiesen, J ;
Hendrickson, RC ;
Gleeson, F ;
Pawson, T ;
Moran, MF ;
Durocher, D ;
Mann, M ;
Hogue, CWV ;
Figeys, D ;
Tyers, M .
NATURE, 2002, 415 (6868) :180-183
[10]   Functional discovery via a compendium of expression profiles [J].
Hughes, TR ;
Marton, MJ ;
Jones, AR ;
Roberts, CJ ;
Stoughton, R ;
Armour, CD ;
Bennett, HA ;
Coffey, E ;
Dai, HY ;
He, YDD ;
Kidd, MJ ;
King, AM ;
Meyer, MR ;
Slade, D ;
Lum, PY ;
Stepaniants, SB ;
Shoemaker, DD ;
Gachotte, D ;
Chakraburtty, K ;
Simon, J ;
Bard, M ;
Friend, SH .
CELL, 2000, 102 (01) :109-126