TFBS_DB_281

Bicluster Network Summary

Legend:
= Somatically mutated gene/pathway
= TF; = miRNA; (Regulator edges: = Activation; T = Repression)
= Bicluster
= Hallmark of Cancer

Summary

Bicluster Expression of Patient Tumors
Expression of genes from patient tumors in bicluster on left side of red dashed line and out of bicluster on right of red dashed line. Each patient tumor is represented as a boxplot, ordered by their median expression for the bicluster genes (smallest to largest) and colored according to it's GBM subtype.
Enrichment of Tumor Subtypes in Qunitiles
Patient tumors are sorted as on the left and broken into quintiles following the dashed grey lines. Then each quintile is tested for enrichment of each tumor subtype. The deviation from zero indicate -log10(enrichment p-value), and positive values indicate over-enrichment and negative values underenrichment.
GenesPatient TumorsFPC Var. Exp.
(Perm. p-value)
Survival
(p-value)
Independent Replication
34406
0.49 (0.0E+00)
-2.06 (3.9E-02)
Co-expression
Survival
RegulatorsCausal FlowsEnriched GO BPsEnriched
Hallmarks of Cancer
34711

Replication in independent datasets

StudyFPC Var. Exp. (Perm. p-value)Survival (p-value)
Gravendeel, et al. 2009
0.23 (1.0E-03)
-3.18 (1.5E-03)
Madhavan, et al. 20090.25 (5.5E-01)1.54 (1.2E-01)
Murat, et al. 2008
0.26 (0.0E+00)
0.74 (4.6E-01)

Patients

  • TCGA.02.0001
  • TCGA.02.0003
  • TCGA.02.0004
  • TCGA.02.0006
  • TCGA.02.0009
  • TCGA.02.0010
  • TCGA.02.0011
  • TCGA.02.0014
  • TCGA.02.0015
  • TCGA.02.0016
  • TCGA.02.0021
  • TCGA.02.0023
  • TCGA.02.0024
  • TCGA.02.0025
  • TCGA.02.0026
  • TCGA.02.0027
  • TCGA.02.0028
  • TCGA.02.0033
  • TCGA.02.0034
  • TCGA.02.0037
  • TCGA.02.0038
  • TCGA.02.0039
  • TCGA.02.0043
  • TCGA.02.0046
  • TCGA.02.0047
  • TCGA.02.0051
  • TCGA.02.0052
  • TCGA.02.0054
  • TCGA.02.0055
  • TCGA.02.0057
  • TCGA.02.0058
  • TCGA.02.0059
  • TCGA.02.0060
  • TCGA.02.0064
  • TCGA.02.0068
  • TCGA.02.0069
  • TCGA.02.0070
  • TCGA.02.0071
  • TCGA.02.0074
  • TCGA.02.0075
  • TCGA.02.0080
  • TCGA.02.0083
  • TCGA.02.0085
  • TCGA.02.0086
  • TCGA.02.0089
  • TCGA.02.0099
  • TCGA.02.0102
  • TCGA.02.0104
  • TCGA.02.0107
  • TCGA.02.0113
  • TCGA.02.0114
  • TCGA.02.0115
  • TCGA.02.0116
  • TCGA.02.0289
  • TCGA.02.0321
  • TCGA.02.0330
  • TCGA.02.0332
  • TCGA.02.0337
  • TCGA.02.0422
  • TCGA.02.0430
  • TCGA.02.0432
  • TCGA.02.0440
  • TCGA.02.0446
  • TCGA.02.2466
  • TCGA.02.2470
  • TCGA.02.2483
  • TCGA.02.2485
  • TCGA.02.2486
  • TCGA.06.0122
  • TCGA.06.0124
  • TCGA.06.0125
  • TCGA.06.0126
  • TCGA.06.0128
  • TCGA.06.0129
  • TCGA.06.0130
  • TCGA.06.0132
  • TCGA.06.0133
  • TCGA.06.0137
  • TCGA.06.0138
  • TCGA.06.0139
  • TCGA.06.0140
  • TCGA.06.0141
  • TCGA.06.0142
  • TCGA.06.0143
  • TCGA.06.0145
  • TCGA.06.0146
  • TCGA.06.0148
  • TCGA.06.0150
  • TCGA.06.0151
  • TCGA.06.0152
  • TCGA.06.0154
  • TCGA.06.0155
  • TCGA.06.0156
  • TCGA.06.0157
  • TCGA.06.0158
  • TCGA.06.0159
  • TCGA.06.0160
  • TCGA.06.0165
  • TCGA.06.0166
  • TCGA.06.0167
  • TCGA.06.0168
  • TCGA.06.0169
  • TCGA.06.0171
  • TCGA.06.0173
  • TCGA.06.0174
  • TCGA.06.0176
  • TCGA.06.0178
  • TCGA.06.0184
  • TCGA.06.0185
  • TCGA.06.0187
  • TCGA.06.0188
  • TCGA.06.0189
  • TCGA.06.0190
  • TCGA.06.0192
  • TCGA.06.0195
  • TCGA.06.0197
  • TCGA.06.0201
  • TCGA.06.0206
  • TCGA.06.0208
  • TCGA.06.0209
  • TCGA.06.0210
  • TCGA.06.0211
  • TCGA.06.0213
  • TCGA.06.0214
  • TCGA.06.0216
  • TCGA.06.0219
  • TCGA.06.0221
  • TCGA.06.0237
  • TCGA.06.0238
  • TCGA.06.0240
  • TCGA.06.0241
  • TCGA.06.0394
  • TCGA.06.0409
  • TCGA.06.0644
  • TCGA.06.0649
  • TCGA.06.0673
  • TCGA.06.0675
  • TCGA.06.0676
  • TCGA.06.0678
  • TCGA.06.0681
  • TCGA.06.0686
  • TCGA.06.0743
  • TCGA.06.0744
  • TCGA.06.0745
  • TCGA.06.0747
  • TCGA.06.0749
  • TCGA.06.0750
  • TCGA.06.0875
  • TCGA.06.0876
  • TCGA.06.0877
  • TCGA.06.0878
  • TCGA.06.0879
  • TCGA.06.0881
  • TCGA.06.0882
  • TCGA.06.1084
  • TCGA.06.1086
  • TCGA.06.1800
  • TCGA.06.1801
  • TCGA.06.1802
  • TCGA.06.1805
  • TCGA.06.2557
  • TCGA.06.2558
  • TCGA.06.2559
  • TCGA.06.2561
  • TCGA.06.2562
  • TCGA.06.2563
  • TCGA.06.2564
  • TCGA.06.2565
  • TCGA.06.2566
  • TCGA.06.2567
  • TCGA.06.2570
  • TCGA.06.5412
  • TCGA.06.5414
  • TCGA.06.5415
  • TCGA.06.5417
  • TCGA.06.5418
  • TCGA.06.5856
  • TCGA.06.5859
  • TCGA.06.6388
  • TCGA.06.6390
  • TCGA.06.6695
  • TCGA.06.6697
  • TCGA.06.6698
  • TCGA.06.6699
  • TCGA.06.6701
  • TCGA.08.0244
  • TCGA.08.0245
  • TCGA.08.0246
  • TCGA.08.0344
  • TCGA.08.0346
  • TCGA.08.0347
  • TCGA.08.0348
  • TCGA.08.0350
  • TCGA.08.0351
  • TCGA.08.0353
  • TCGA.08.0354
  • TCGA.08.0355
  • TCGA.08.0356
  • TCGA.08.0357
  • TCGA.08.0359
  • TCGA.08.0360
  • TCGA.08.0380
  • TCGA.08.0385
  • TCGA.08.0389
  • TCGA.08.0390
  • TCGA.08.0392
  • TCGA.08.0510
  • TCGA.08.0512
  • TCGA.08.0517
  • TCGA.08.0524
  • TCGA.08.0623
  • TCGA.08.0625
  • TCGA.08.0626
  • TCGA.08.0627
  • TCGA.12.0616
  • TCGA.12.0618
  • TCGA.12.0619
  • TCGA.12.0620
  • TCGA.12.0653
  • TCGA.12.0654
  • TCGA.12.0656
  • TCGA.12.0657
  • TCGA.12.0662
  • TCGA.12.0670
  • TCGA.12.0688
  • TCGA.12.0691
  • TCGA.12.0692
  • TCGA.12.0703
  • TCGA.12.0707
  • TCGA.12.0769
  • TCGA.12.0772
  • TCGA.12.0773
  • TCGA.12.0775
  • TCGA.12.0776
  • TCGA.12.0778
  • TCGA.12.0780
  • TCGA.12.0818
  • TCGA.12.0819
  • TCGA.12.0820
  • TCGA.12.0821
  • TCGA.12.0822
  • TCGA.12.0826
  • TCGA.12.0827
  • TCGA.12.0828
  • TCGA.12.0829
  • TCGA.12.1088
  • TCGA.12.1089
  • TCGA.12.1090
  • TCGA.12.1091
  • TCGA.12.1092
  • TCGA.12.1093
  • TCGA.12.1094
  • TCGA.12.1095
  • TCGA.12.1097
  • TCGA.12.1099
  • TCGA.12.1599
  • TCGA.12.1600
  • TCGA.12.1602
  • TCGA.12.3646
  • TCGA.12.3649
  • TCGA.12.5295
  • TCGA.14.0781
  • TCGA.14.0783
  • TCGA.14.0787
  • TCGA.14.0789
  • TCGA.14.0790
  • TCGA.14.0812
  • TCGA.14.0813
  • TCGA.14.0817
  • TCGA.14.0865
  • TCGA.14.0867
  • TCGA.14.0871
  • TCGA.14.1034
  • TCGA.14.1037
  • TCGA.14.1043
  • TCGA.14.1401
  • TCGA.14.1402
  • TCGA.14.1450
  • TCGA.14.1451
  • TCGA.14.1452
  • TCGA.14.1454
  • TCGA.14.1456
  • TCGA.14.1458
  • TCGA.14.1459
  • TCGA.14.1827
  • TCGA.14.1829
  • TCGA.14.2554
  • TCGA.14.3476
  • TCGA.14.4157
  • TCGA.15.0742
  • TCGA.15.1446
  • TCGA.15.1447
  • TCGA.15.1449
  • TCGA.16.0846
  • TCGA.16.0848
  • TCGA.16.0849
  • TCGA.16.0850
  • TCGA.16.0861
  • TCGA.16.1045
  • TCGA.16.1047
  • TCGA.16.1055
  • TCGA.16.1056
  • TCGA.16.1060
  • TCGA.16.1062
  • TCGA.16.1063
  • TCGA.19.0955
  • TCGA.19.0957
  • TCGA.19.0960
  • TCGA.19.0963
  • TCGA.19.0964
  • TCGA.19.1390
  • TCGA.19.1392
  • TCGA.19.1787
  • TCGA.19.1790
  • TCGA.19.1791
  • TCGA.19.2619
  • TCGA.19.2625
  • TCGA.19.2629
  • TCGA.19.2631
  • TCGA.19.5947
  • TCGA.19.5951
  • TCGA.19.5953
  • TCGA.19.5954
  • TCGA.19.5955
  • TCGA.19.5956
  • TCGA.19.5959
  • TCGA.26.1438
  • TCGA.26.1439
  • TCGA.26.1440
  • TCGA.26.1442
  • TCGA.26.5133
  • TCGA.26.5134
  • TCGA.26.5135
  • TCGA.26.5136
  • TCGA.26.5139
  • TCGA.26.6173
  • TCGA.27.1833
  • TCGA.27.1836
  • TCGA.27.1837
  • TCGA.27.1838
  • TCGA.27.2518
  • TCGA.27.2519
  • TCGA.27.2521
  • TCGA.27.2523
  • TCGA.27.2526
  • TCGA.27.2527
  • TCGA.27.2528
  • TCGA.28.1745
  • TCGA.28.1746
  • TCGA.28.1747
  • TCGA.28.1751
  • TCGA.28.1753
  • TCGA.28.1755
  • TCGA.28.1756
  • TCGA.28.2506
  • TCGA.28.2509
  • TCGA.28.2510
  • TCGA.28.2513
  • TCGA.28.2514
  • TCGA.28.5208
  • TCGA.28.5209
  • TCGA.28.5213
  • TCGA.28.5214
  • TCGA.28.5220
  • TCGA.28.6450
  • TCGA.32.1970
  • TCGA.32.1973
  • TCGA.32.1976
  • TCGA.32.1982
  • TCGA.32.1986
  • TCGA.32.1987
  • TCGA.32.1991
  • TCGA.32.2491
  • TCGA.32.2494
  • TCGA.32.2495
  • TCGA.32.2615
  • TCGA.32.4208
  • TCGA.32.4209
  • TCGA.32.4210
  • TCGA.32.4211
  • TCGA.32.4719
  • TCGA.41.2572
  • TCGA.41.2573
  • TCGA.41.2575
  • TCGA.41.3393
  • TCGA.41.3915
  • TCGA.41.4097
  • TCGA.41.5651
  • TCGA.74.6573
  • TCGA.74.6575
  • TCGA.74.6578
  • TCGA.76.4925
  • TCGA.76.4927
  • TCGA.76.4932
  • TCGA.76.4934
  • TCGA.76.4935
  • TCGA.76.6191
  • TCGA.76.6282
  • TCGA.76.6286
  • TCGA.76.6657
  • TCGA.76.6660
  • TCGA.76.6661
  • TCGA.76.6664
  • TCGA.81.5910
  • TCGA.81.5911
  • TCGA.87.5896

Regulators

TypeNameActionPrior Knowledge
TFPPARG
Repressor
Yes
TFZNF148
Activator
Yes
TFKLF12
Activator
Yes

Causal Flows

MutationRegulatorBicluster
RB1ZNF148TFBS_DB_281
SHP2_SIGNALINGPPARGTFBS_DB_281
SIGNALING_EVENTS_MEDIATED_BY_TCPTPKLF12TFBS_DB_281
SIGNALING_EVENTS_MEDIATED_BY_TCPTPPPARGTFBS_DB_281

Enriched GO Biological Processes

GO TermGO BP IDGenes
Nucleobase, nucleoside, nucleotide and nucleic acid metabolic processGO:0006139
Chromatin organizationGO:0006325CREBBP EP300 KIAA1267 MLL5 PHF21A SETD2
Transcription, dna-dependentGO:0006351FOXN3 HIPK2 HMBOX1 MED13L MLL5 PHF21A ZNF275 ZNF398 ZNF500
Transcription initiation, dna-dependentGO:0006352NCOA6 RSF1 TCF4
Regulation of transcription, dna-dependentGO:0006355CREBBP EP300 INSR PHF21A SETD2 ZNF275 ZNF398 ZNF500
Regulation of transcription from rna polymerase ii promoterGO:0006357FOXO3 MED13L
Regulation of translationGO:0006417CASC3 FOXO3
N-terminal protein amino acid acetylationGO:0006474
Nitrogen compound metabolic processGO:0006807
Response to dna damage stimulusGO:0006974NCOA6
Organelle organizationGO:0006996
Biosynthetic processGO:0009058
Macromolecule biosynthetic processGO:0009059
Embryo developmentGO:0009790
Regulation of biosynthetic processGO:0009889
Negative regulation of biosynthetic processGO:0009890
Positive regulation of biosynthetic processGO:0009891
Negative regulation of metabolic processGO:0009892
Positive regulation of metabolic processGO:0009893
Gene expressionGO:0010467CASC3 CREBBP EP300 TNRC6A
Regulation of gene expressionGO:0010468
Regulation of macromolecule biosynthetic processGO:0010556
Positive regulation of macromolecule biosynthetic processGO:0010557
Negative regulation of macromolecule biosynthetic processGO:0010558
Positive regulation of glycoprotein biosynthetic processGO:0010560INSR
Positive regulation of macromolecule metabolic processGO:0010604
Negative regulation of macromolecule metabolic processGO:0010605
Positive regulation of gene expressionGO:0010628
Negative regulation of gene expressionGO:0010629INSR
Viral reproductionGO:0016032CREBBP EP300
Rna metabolic processGO:0016070CASC3
Chromatin modificationGO:0016568CABIN1 PHF21A
Covalent chromatin modificationGO:0016569
Histone modificationGO:0016570
N-terminal peptidyl-lysine acetylationGO:0018076CREBBP EP300
Regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolic processGO:0019219
Regulation of metabolic processGO:0019222
Erythrocyte differentiationGO:0030218HIPK2 MLL5
Regulation of cellular metabolic processGO:0031323
Negative regulation of cellular metabolic processGO:0031324
Positive regulation of cellular metabolic processGO:0031325
Regulation of cellular biosynthetic processGO:0031326
Negative regulation of cellular biosynthetic processGO:0031327
Positive regulation of cellular biosynthetic processGO:0031328
N-terminal protein amino acid modificationGO:0031365
Rna biosynthetic processGO:0032774
Erythrocyte homeostasisGO:0034101
Cellular nitrogen compound metabolic processGO:0034641
Cellular macromolecule biosynthetic processGO:0034645
Cellular biosynthetic processGO:0044249
Cellular macromolecule metabolic processGO:0044260
Negative regulation of transcription, dna-dependentGO:0045892CBX1 FOXN3 HMBOX1 RSF1
Positive regulation of transcription, dna-dependentGO:0045893CREBBP FOXO3 HIPK2 HMBOX1 INSR MLL5 NCOA6 RSF1 TCF4 ZNF398
Negative regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolic processGO:0045934
Positive regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolic processGO:0045935
Negative regulation of cellular processGO:0048523
Regulation of nitrogen compound metabolic processGO:0051171
Negative regulation of nitrogen compound metabolic processGO:0051172
Positive regulation of nitrogen compound metabolic processGO:0051173
Regulation of rna metabolic processGO:0051252
Negative regulation of rna metabolic processGO:0051253
Positive regulation of rna metabolic processGO:0051254
Chromosome organizationGO:0051276
Regulation of macromolecule metabolic processGO:0060255
Protein-dna complex assemblyGO:0065004TCF4
Protein-dna complex subunit organizationGO:0071824
Regulation of primary metabolic processGO:0080090
Nucleic acid metabolic processGO:0090304
Regulation of cellular macromolecule biosynthetic processGO:2000112
Negative regulation of cellular macromolecule biosynthetic processGO:2000113
Regulation of rna biosynthetic processGO:2001141

Enriched Hallmarks of Cancer

Enriched Hallmarks
  • Genome instability and mutation Genome instability and mutation
Legend:
 
Hallmarks of Cancer
Hanahan and Weinberg, Cell 2011