TFBS_DB_203

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
30399
0.49 (0.0E+00)
-2.03 (4.3E-02)
Co-expression
Survival
RegulatorsCausal FlowsEnriched GO BPsEnriched
Hallmarks of Cancer
44181

Replication in independent datasets

StudyFPC Var. Exp. (Perm. p-value)Survival (p-value)
Gravendeel, et al. 2009
0.23 (2.0E-03)
-3.23 (1.2E-03)
Madhavan, et al. 20090.25 (5.1E-01)
-2.46 (1.4E-02)
Murat, et al. 2008
0.33 (0.0E+00)
0.29 (7.7E-01)

Patients

  • TCGA.02.0001
  • TCGA.02.0003
  • TCGA.02.0004
  • TCGA.02.0006
  • TCGA.02.0007
  • 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.02.0048
  • 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.02.0079
  • TCGA.02.0080
  • TCGA.02.0083
  • TCGA.02.0085
  • TCGA.02.0086
  • TCGA.02.0089
  • TCGA.02.0102
  • TCGA.02.0104
  • TCGA.02.0107
  • TCGA.02.0113
  • TCGA.02.0115
  • TCGA.02.0116
  • TCGA.02.0289
  • TCGA.02.0321
  • 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.02.2486
  • 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.06.0142
  • 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.06.0174
  • 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.06.0219
  • 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.06.0650
  • 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.06.1087
  • TCGA.06.1800
  • TCGA.06.1801
  • TCGA.06.1802
  • TCGA.06.1804
  • 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.12.0773
  • TCGA.12.0775
  • TCGA.12.0776
  • TCGA.12.0778
  • TCGA.12.0780
  • 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.14.0736
  • 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.14.1034
  • TCGA.14.1037
  • TCGA.14.1043
  • TCGA.14.1396
  • TCGA.14.1401
  • TCGA.14.1402
  • TCGA.14.1450
  • TCGA.14.1451
  • TCGA.14.1452
  • TCGA.14.1453
  • 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.16.1060
  • TCGA.16.1062
  • TCGA.16.1063
  • TCGA.19.0957
  • TCGA.19.0960
  • TCGA.19.0963
  • TCGA.19.0964
  • TCGA.19.1387
  • TCGA.19.1390
  • TCGA.19.1392
  • TCGA.19.1787
  • TCGA.19.1791
  • TCGA.19.2619
  • TCGA.19.2625
  • TCGA.19.2629
  • TCGA.19.2631
  • 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.26.1443
  • 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.28.1756
  • 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.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
TFE2F3
Activator
Yes
TFSMAD9
Activator
Yes
TFKLF1
Repressor
Yes
TFKLF17
Repressor
Yes

Causal Flows

MutationRegulatorBicluster
HMCN1KLF1TFBS_DB_203
HMCN1KLF17TFBS_DB_203
MUC17SMAD9TFBS_DB_203
OBSCNE2F3TFBS_DB_203

Enriched GO Biological Processes

GO TermGO BP IDGenes
Chromatin organizationGO:0006325MLL MLL5 MYST4 SETD2
Protein methylationGO:0006479
One-carbon metabolic processGO:0006730
Organelle organizationGO:0006996
Protein alkylationGO:0008213
Chromatin modificationGO:0016568JMJD1C
Covalent chromatin modificationGO:0016569
Histone modificationGO:0016570
Histone methylationGO:0016571
Peptidyl-lysine methylationGO:0018022
Peptidyl-lysine trimethylationGO:0018023
Regulation of cellular metabolic processGO:0031323
MethylationGO:0032259
Histone lysine methylationGO:0034968
Macromolecule methylationGO:0043414
Chromosome organizationGO:0051276
Histone h3-k4 methylationGO:0051568MLL MLL5 WDR82
Regulation of primary metabolic processGO:0080090

Enriched Hallmarks of Cancer

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