TFBS_DB_326

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
71413
0.55 (0.0E+00)
3.28 (1.0E-03)
Co-expression
Survival
RegulatorsCausal FlowsEnriched GO BPsEnriched
Hallmarks of Cancer
2121022

Replication in independent datasets

StudyFPC Var. Exp. (Perm. p-value)Survival (p-value)
Gravendeel, et al. 2009
0.51 (0.0E+00)
2.63 (8.5E-03)
Madhavan, et al. 2009
0.56 (0.0E+00)
3.38 (7.3E-04)
Murat, et al. 2008
0.44 (0.0E+00)
-1.38 (1.7E-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.02.0099
  • 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.06.0650
  • 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.06.1084
  • TCGA.06.1086
  • 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.12.0772
  • 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.12.1091
  • TCGA.12.1092
  • TCGA.12.1093
  • TCGA.12.1094
  • TCGA.12.1095
  • TCGA.12.1097
  • TCGA.12.1098
  • 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.16.1056
  • 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.19.1387
  • TCGA.19.1390
  • TCGA.19.1392
  • TCGA.19.1787
  • TCGA.19.1790
  • 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.26.1443
  • 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.28.1755
  • 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.32.1986
  • 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
TFIRF1
Activator
Yes
TFIKZF1
Activator
Yes

Causal Flows

MutationRegulatorBicluster
DNAH5IKZF1TFBS_DB_326
EPHA2_FORWARD_SIGNALINGIRF1TFBS_DB_326
FGF_SIGNALING_PATHWAYIRF1TFBS_DB_326
IL1_MEDIATED_SIGNALING_EVENTSIRF1TFBS_DB_326
IL3_MEDIATED_SIGNALING_EVENTSIRF1TFBS_DB_326
IL5_MEDIATED_SIGNALING_EVENTSIRF1TFBS_DB_326
IL6_MEDIATED_SIGNALING_EVENTSIRF1TFBS_DB_326
NONGENOTROPIC_ANDROGEN_SIGNALINGIRF1TFBS_DB_326
PLASMA_MEMBRANE_ESTROGEN_RECEPTOR_SIGNALINGIRF1TFBS_DB_326
REELIN_SIGNALING_PATHWAYIRF1TFBS_DB_326
SIGNALING_EVENTS_REGULATED_BY_RET_TYROSINE_KINASEIRF1TFBS_DB_326
VEGFR1_SPECIFIC_SIGNALSIRF1TFBS_DB_326

Enriched GO Biological Processes

Enriched Hallmarks of Cancer

Enriched Hallmarks
  • Tumor promoting inflammation Tumor promoting inflammation
  • Evading immune detection Evading immune detection
Legend:
 
Hallmarks of Cancer
Hanahan and Weinberg, Cell 2011