Topological units of environmental signal processing in the transcriptional regulatory network of Escherichia coli

被引:144
作者
Balázsi, G
Barabási, AL
Oltvai, ZN [1 ]
机构
[1] Northwestern Univ, Dept Pathol, Chicago, IL 60611 USA
[2] Univ Notre Dame, Dept Phys, Notre Dame, IN 46556 USA
[3] Univ Notre Dame, Ctr Complex Networks Res, Notre Dame, IN 46556 USA
[4] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA 15261 USA
关键词
cellular networks; regulation; transcription;
D O I
10.1073/pnas.0500365102
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent evidence indicates that potential interactions within metabolic, protein-protein interaction, and transcriptional regulatory networks are used differentially according to the environmental conditions in which a cell exists. However, the topological units underlying such differential utilization are not understood. Here we use the transcriptional regulatory network of Escherichia coli to identify such units, called origons, representing regulatory sub-networks that originate at a distinct class of sensor transcription factors. Using microarray data, we find that specific environmental signals affect mRNA expression levels significantly only within the origons responsible for their detection and processing. We also show that small regulatory interaction patterns, called subgraphs and motifs, occupy distinct positions in and between origons, offering insights into their dynamical role in information processing. The identified features are likely to represent a general framework for environmental signal processing in prokaryotes.
引用
收藏
页码:7841 / 7846
页数:6
相关论文
共 38 条
  • [1] Genome-scale analysis of the uses of the Escherichia coli genome:: Model-driven analysis of heterogeneous data sets
    Allen, TE
    Herrgård, MJ
    Liu, MZ
    Qiu, Y
    Glasner, JD
    Blattner, FR
    Palsson, BO
    [J]. JOURNAL OF BACTERIOLOGY, 2003, 185 (21) : 6392 - 6399
  • [2] Singular value decomposition for genome-wide expression data processing and modeling
    Alter, O
    Brown, PO
    Botstein, D
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (18) : 10101 - 10106
  • [3] Modeling transcriptional regulatory networks
    Bolouri, H
    Davidson, EH
    [J]. BIOESSAYS, 2002, 24 (12) : 1118 - 1129
  • [4] On schemes of combinatorial transcription logic
    Buchler, NE
    Gerland, U
    Hwa, T
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (09) : 5136 - 5141
  • [5] Gene expression profiling of Escherichia coli growth transitions:: an expanded stringent response model
    Chang, DE
    Smalley, DJ
    Conway, T
    [J]. MOLECULAR MICROBIOLOGY, 2002, 45 (02) : 289 - 306
  • [6] Convergent evolution of gene circuits
    Conant, GC
    Wagner, A
    [J]. NATURE GENETICS, 2003, 34 (03) : 264 - 266
  • [7] Mechanism of oxygen sensing by the bacterial transcription factor fumarate-nitrate reduction (FNR)
    Crack, J
    Green, J
    Thomson, AJ
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (10) : 9278 - 9286
  • [8] Aggregation of topological motifs in the Escherichia coli transcriptional regulatory network -: art. no. 10
    Dobrin, R
    Beg, QK
    Barabási, AL
    Oltvai, ZN
    [J]. BMC BIOINFORMATICS, 2004, 5 (1)
  • [9] Topological and causal structure of the yeast transcriptional regulatory network
    Guelzim, N
    Bottani, S
    Bourgine, P
    Képès, F
    [J]. NATURE GENETICS, 2002, 31 (01) : 60 - 63
  • [10] Transcriptional regulatory code of a eukaryotic genome
    Harbison, CT
    Gordon, DB
    Lee, TI
    Rinaldi, NJ
    Macisaac, KD
    Danford, TW
    Hannett, NM
    Tagne, JB
    Reynolds, DB
    Yoo, J
    Jennings, EG
    Zeitlinger, J
    Pokholok, DK
    Kellis, M
    Rolfe, PA
    Takusagawa, KT
    Lander, ES
    Gifford, DK
    Fraenkel, E
    Young, RA
    [J]. NATURE, 2004, 431 (7004) : 99 - 104