Reconciling Gene Expression Data With Known Genome-Scale Regulatory Network Structures

Table 1.

Fractions of Consistent Transcription Factor Target Genes in the E. Coli Regulatory Network Classified by the Functional Class of the Target



MRM

TM

Number of regulators
Functional class
n
P < 0.01
P < 0.005
P < 0.001
n
P < 0.01
P < 0.005
P < 0.001
1
2
3
4
>4
Motility 44 0.95 0.95 0.89 46 0.78 0.48 0.09 12 6 28 0 0
Flagellum 38 0.95 0.95 0.87 40 0.68 0.45 0.1 6 2 32 0 0
Nucleotide biosynthesis 18 0.83 0.83 0.72 18 0.5 0.11 0 16 0 2 0 0
Metabolism of other compounds 46 0.8 0.67 0.37 47 0.23 0.21 0 39 6 1 1 0
Cellular component biosynthesis 64 0.58 0.56 0.52 68 0.37 0.22 0.06 23 13 30 2 0
Chaperoning 28 0.57 0.57 0.39 30 0.3 0.13 0.03 17 7 3 3 0
Posttranscriptional regulation 17 0.53 0.53 0.35 19 0.37 0.21 0 12 5 1 0 1
Primary active transporters 94 0.51 0.41 0.28 95 0.14 0.07 0 62 16 0 4 13
Group translocators 16 0.38 0.38 0.38 17 0.35 0.18 0 5 5 7 0 0
Macromolecule degradation 14 0.36 0.36 0.29 15 0.07 0 0 10 4 1 0 0
Membrane components 172 0.34 0.32 0.23 186 0.14 0.08 0.01 86 52 18 14 16
Central intermediary metabolism 91 0.34 0.26 0.14 99 0.07 0.03 0 42 26 10 14 7
Energy metabolism 93 0.33 0.3 0.22 102 0.06 0.03 0 27 22 7 23 23
Carbon compound utilization 115 0.33 0.29 0.22 126 0.18 0.1 0 47 52 20 6 1
Amino acid biosynthesis 66 0.33 0.27 0.17 74 0.09 0.03 0 56 8 5 4 1
Energy production/transport 55 0.31 0.27 0.15 56 0.04 0.02 0 10 18 4 11 13
Adaptation to stress 37 0.27 0.22 0.14 46 0.11 0.09 0 31 7 6 2 0
Transcriptional regulation 42 0.26 0.24 0.12 63 0.1 0.08 0 36 15 5 6 1
Amino acid utilization 22 0.23 0.23 0.14 27 0.11 0.07 0 14 4 0 3 6
Transcription 40 0.23 0.2 0.1 60 0.08 0.07 0 36 13 4 6 1
Cofactor biosynthesis 28 0.18 0.18 0.07 30 0.03 0.03 0 24 4 2 0 0
EC potential driven transporters 36 0.17 0.11 0.08 42 0.12 0.07 0.02 17 15 4 4 2
Cell protection
25
0.08
0.08
0
31
0.19
0.03
0
24
5
1
0
1
  • The functional classes were obtained from the GenProtEC database (Serres and Riley 2000). Only functional classes with at least 15 genes in the network are included. Results considering both multiregulator modules (MRM) and target modules (TM) are shown. n, number of targets in this class (for MRMs this is the number of targets in this class participating in MRMs with more than one target). Fractions of consistent targets in a particular class at particular P-value cutoffs are shown. The number of regulator columns show the number of target genes in a functional class with the indicated number of regulators.

This Article

  1. Genome Res. 13: 2423-2434

Preprint Server