*The size of the node in the network represents the mutation rate of the cancer type selected in the above box. Mouse over on the node would show its mutation rate and first neighbors. For edge color, blue means co-occurrence while red for mutual exclusive (p value < 0.05, Fisher's exact test).


Node 1 % Mutation Rate
(Node 1)
Node 2 % Mutation Rate
(Node 2)
P Value
(co-occurrence)
P Value
(mutual exclusive)
ANAPC100ANAPC110.311
ANAPC100ANAPC15011
ANAPC100ANAPC160.311
ANAPC100ANAPC2211
ANAPC100ANAPC4211
ANAPC100ANAPC5311
ANAPC100ANAPC71.511
ANAPC100CDC16111
ANAPC100CDC230.311
ANAPC100CDC26011
ANAPC100CDC273.311
ANAPC100EHMT1211
ANAPC100EHMT2311
ANAPC100FZR11.311
ANAPC100RPS27A0.311
ANAPC100UBA521.311
ANAPC100UBB011
ANAPC100UBC1.511
ANAPC100UBE2C0.811
ANAPC100UBE2D10.511
ANAPC100UBE2E1011
ANAPC110.3ANAPC15011
ANAPC110.3ANAPC160.310.997
ANAPC110.3ANAPC2210.98
ANAPC110.3ANAPC4210.98
ANAPC110.3ANAPC5310.97
ANAPC110.3ANAPC71.510.985
ANAPC110.3CDC16110.99
ANAPC110.3CDC230.310.997
ANAPC110.3CDC26011
ANAPC110.3CDC273.310.967
ANAPC110.3EHMT1210.98
ANAPC110.3EHMT2310.97
ANAPC110.3FZR11.310.987
ANAPC110.3RPS27A0.310.997
ANAPC110.3UBA521.310.987
ANAPC110.3UBB011
ANAPC110.3UBC1.510.985
ANAPC110.3UBE2C0.810.992
ANAPC110.3UBE2D10.510.995
ANAPC110.3UBE2E1011
ANAPC150ANAPC160.311
ANAPC150ANAPC2211
ANAPC150ANAPC4211
ANAPC150ANAPC5311
ANAPC150ANAPC71.511
ANAPC150CDC16111
ANAPC150CDC230.311
ANAPC150CDC26011
ANAPC150CDC273.311
ANAPC150EHMT1211
ANAPC150EHMT2311
ANAPC150FZR11.311
ANAPC150RPS27A0.311
ANAPC150UBA521.311
ANAPC150UBB011
ANAPC150UBC1.511
ANAPC150UBE2C0.811
ANAPC150UBE2D10.511
ANAPC150UBE2E1011
ANAPC160.3ANAPC2210.98
ANAPC160.3ANAPC4210.98
ANAPC160.3ANAPC5310.97
ANAPC160.3ANAPC71.510.985
ANAPC160.3CDC16110.99
ANAPC160.3CDC230.310.997
ANAPC160.3CDC26011
ANAPC160.3CDC273.30.0331
ANAPC160.3EHMT1210.98
ANAPC160.3EHMT2310.97
ANAPC160.3FZR11.310.987
ANAPC160.3RPS27A0.310.997
ANAPC160.3UBA521.310.987
ANAPC160.3UBB011
ANAPC160.3UBC1.510.985
ANAPC160.3UBE2C0.810.992
ANAPC160.3UBE2D10.510.995
ANAPC160.3UBE2E1011
ANAPC13.8ANAPC10011
ANAPC13.8ANAPC110.30.03811
ANAPC13.8ANAPC15011
ANAPC13.8ANAPC160.310.962
ANAPC13.8ANAPC2210.731
ANAPC13.8ANAPC4210.731
ANAPC13.8ANAPC530.07170.992
ANAPC13.8ANAPC71.50.2090.981
ANAPC13.8CDC16110.856
ANAPC13.8CDC230.310.962
ANAPC13.8CDC26011
ANAPC13.8CDC273.310.599
ANAPC13.8EHMT120.2690.967
ANAPC13.8EHMT230.3770.928
ANAPC13.8FZR11.310.823
ANAPC13.8RPS27A0.310.962
ANAPC13.8UBA521.310.823
ANAPC13.8UBB011
ANAPC13.8UBC1.510.791
ANAPC13.8UBE2C0.810.89
ANAPC13.8UBE2D10.510.925
ANAPC13.8UBE2E1011
ANAPC22ANAPC420.1530.99
ANAPC22ANAPC5310.779
ANAPC22ANAPC71.510.883
ANAPC22CDC16110.921
ANAPC22CDC230.310.98
ANAPC22CDC26011
ANAPC22CDC273.310.763
ANAPC22EHMT1210.847
ANAPC22EHMT230.2210.978
ANAPC22FZR11.310.902
ANAPC22RPS27A0.310.98
ANAPC22UBA521.310.902
ANAPC22UBB011
ANAPC22UBC1.510.883
ANAPC22UBE2C0.810.94
ANAPC22UBE2D10.510.96
ANAPC22UBE2E1011
ANAPC42ANAPC530.02150.999
ANAPC42ANAPC71.510.883
ANAPC42CDC1610.07910.998
ANAPC42CDC230.310.98
ANAPC42CDC26011
ANAPC42CDC273.30.2370.975
ANAPC42EHMT1210.847
ANAPC42EHMT230.2210.978
ANAPC42FZR11.30.0980.996
ANAPC42RPS27A0.310.98
ANAPC42UBA521.310.902
ANAPC42UBB011
ANAPC42UBC1.510.883
ANAPC42UBE2C0.810.94
ANAPC42UBE2D10.510.96
ANAPC42UBE2E1011
ANAPC53ANAPC71.50.170.988
ANAPC53CDC1610.1170.995
ANAPC53CDC230.310.97
ANAPC53CDC26011
ANAPC53CDC273.30.3350.945
ANAPC53EHMT120.2210.978
ANAPC53EHMT230.3140.953
ANAPC53FZR11.30.1440.992
ANAPC53RPS27A0.310.97
ANAPC53UBA521.310.856
ANAPC53UBB011
ANAPC53UBC1.50.170.988
ANAPC53UBE2C0.80.08880.997
ANAPC53UBE2D10.50.06010.999
ANAPC53UBE2E1011
ANAPC71.5CDC16110.94
ANAPC71.5CDC230.310.985
ANAPC71.5CDC26011
ANAPC71.5CDC273.310.817
ANAPC71.5EHMT120.1170.995
ANAPC71.5EHMT230.170.988
ANAPC71.5FZR11.310.926
ANAPC71.5RPS27A0.310.985
ANAPC71.5UBA521.30.07420.998
ANAPC71.5UBB011
ANAPC71.5UBC1.510.911
ANAPC71.5UBE2C0.810.955
ANAPC71.5UBE2D10.510.97
ANAPC71.5UBE2E1011
CBX41.8CDYL110.931
CBX41.8CTBP1110.931
CBX41.8CTBP2210.865
CBX41.8EHMT1210.865
CBX41.8EHMT2310.804
CBX41.8HDAC1110.931
CBX41.8HDAC20.810.948
CBX41.8KDM1A1.810.881
CBX41.8LCOR0.810.948
CBX41.8RCOR10.810.948
CBX41.8RCOR3110.931
CBX41.8RING10.810.948
CBX41.8RNF21.310.914
CBX41.8RREB13.810.76
CBX41.8TFDP10.510.965
CBX41.8ZEB13.60.2250.978
CBX41.8ZEB24.110.746
CBX41.8ZNF217310.804
CBX41.8ZNF516210.865
CDC161CDC230.310.99
CDC161CDC26011
CDC161CDC273.30.1260.994
CDC161EHMT1210.921
CDC161EHMT2310.883
CDC161FZR11.30.050.999
CDC161RPS27A0.310.99
CDC161UBA521.310.95
CDC161UBB011
CDC161UBC1.510.94
CDC161UBE2C0.810.97
CDC161UBE2D10.510.98
CDC161UBE2E1011
CDC230.3CDC26011
CDC230.3CDC273.310.967
CDC230.3EHMT1210.98
CDC230.3EHMT2310.97
CDC230.3FZR11.310.987
CDC230.3RPS27A0.310.997
CDC230.3UBA521.310.987
CDC230.3UBB011
CDC230.3UBC1.510.985
CDC230.3UBE2C0.810.992
CDC230.3UBE2D10.510.995
CDC230.3UBE2E1011
CDC260CDC273.311
CDC260EHMT1211
CDC260EHMT2311
CDC260FZR11.311
CDC260RPS27A0.311
CDC260UBA521.311
CDC260UBB011
CDC260UBC1.511
CDC260UBE2C0.811
CDC260UBE2D10.511
CDC260UBE2E1011
CDC273.3EHMT1210.763
CDC273.3EHMT2310.665
CDC273.3FZR11.310.845
CDC273.3RPS27A0.310.967
CDC273.3UBA521.30.1550.99
CDC273.3UBB011
CDC273.3UBC1.510.817
CDC273.3UBE2C0.810.904
CDC273.3UBE2D10.510.935
CDC273.3UBE2E1011
CDYL1CTBP1110.96
CDYL1CTBP2210.921
CDYL1EHMT1210.921
CDYL1EHMT230.1170.995
CDYL1HDAC1110.96
CDYL1HDAC20.810.97
CDYL1KDM1A1.80.06950.998
CDYL1LCOR0.80.03021
CDYL1RCOR10.810.97
CDYL1RCOR3110.96
CDYL1RREB13.810.856
CDYL1ZEB13.610.865
CDYL1ZEB24.110.847
CDYL1ZNF217310.883
CDYL1ZNF516210.921
CHD33.6CHD46.10.5910.793
CHD33.6EHMT2310.644
CHD33.6ERCC62.810.668
CHD33.6GATAD2A1.510.804
CHD33.6GATAD2B110.865
CHD33.6HDAC1110.865
CHD33.6HDAC20.810.897
CHD33.6KDM1A1.810.775
CHD33.6MBD30.510.93
CHD33.6MTA11.310.834
CHD33.6MTA22.30.03660.997
CHD33.6MTA30.310.964
CHD33.6RBBP410.1350.993
CHD33.6RBBP71.310.834
CHD33.6RCOR10.80.1030.997
CHD33.6TTF11.510.804
CHD46.1EHMT230.1620.97
CHD46.1ERCC62.80.5040.86
CHD46.1GATAD2A1.510.684
CHD46.1GATAD2B110.777
CHD46.1HDAC1110.777
CHD46.1HDAC20.80.1720.99
CHD46.1KDM1A1.810.642
CHD46.1MBD30.50.1180.996
CHD46.1MTA11.310.729
CHD46.1MTA22.30.4350.901
CHD46.1MTA30.310.939
CHD46.1RBBP410.01980.999
CHD46.1RBBP71.310.729
CHD46.1RCOR10.810.828
CHD46.1TTF11.510.684
CTBP11CTBP2210.921
CTBP11EHMT1210.921
CTBP11EHMT2310.883
CTBP11HDAC1110.96
CTBP11HDAC20.810.97
CTBP11KDM1A1.810.931
CTBP11LCOR0.810.97
CTBP11RBBP4110.96
CTBP11RBBP71.310.95
CTBP11RCOR10.810.97
CTBP11RCOR3110.96
CTBP11RREB13.810.856
CTBP11TFDP10.510.98
CTBP11ZEB13.610.865
CTBP11ZEB24.110.847
CTBP11ZNF217310.883
CTBP11ZNF516210.921
CTBP22EHMT1210.847
CTBP22EHMT2310.779
CTBP22HDAC1110.921
CTBP22HDAC20.810.94
CTBP22KDM1A1.810.865
CTBP22LCOR0.810.94
CTBP22RCOR10.810.94
CTBP22RCOR3110.921
CTBP22RREB13.80.2690.967
CTBP22ZEB13.610.747
CTBP22ZEB24.110.716
CTBP22ZNF217310.779
CTBP22ZNF516210.847
DNMT12.3EHMT230.2450.973
DNMT12.3HDAC1110.911
DNMT12.3HDAC20.810.933
DNMT12.3PCNA110.911
DNMT12.3RBBP4110.911
DNMT12.3RBBP71.30.110.996
DNMT12.3TFDP10.510.955
E2F60.5EHMT1210.96
E2F60.5EHMT2310.94
E2F60.5GJB30.810.985
E2F60.5L3MBTL2110.98
E2F60.5MAX011
E2F60.5MGA6.110.882
E2F60.5PCGF6011
E2F60.5RING10.810.985
E2F60.5RNF21.310.975
E2F60.5TFDP10.510.99
E2F60.5YAF20.510.99
EHMT12EHMT230.02150.999
EHMT12FZR11.310.902
EHMT12GJB30.810.94
EHMT12HDAC1110.921
EHMT12HDAC20.810.94
EHMT12KDM1A1.810.865
EHMT12L3MBTL2110.921
EHMT12LCOR0.810.94
EHMT12MAX011
EHMT12MGA6.110.602
EHMT12PCGF6011
EHMT12RCOR10.810.94
EHMT12RCOR3110.921
EHMT12RING10.810.94
EHMT12RNF21.30.0980.996
EHMT12RPS27A0.310.98
EHMT12RREB13.80.2690.967
EHMT12TFDP10.510.96
EHMT12UBA521.30.0980.996
EHMT12UBB011
EHMT12UBC1.510.883
EHMT12UBE2C0.810.94
EHMT12UBE2D10.510.96
EHMT12UBE2E1011
EHMT12YAF20.510.96
EHMT12ZEB13.610.747
EHMT12ZEB24.110.716
EHMT12ZNF21730.02150.999
EHMT12ZNF516210.847
EHMT23ERCC62.80.2920.96
EHMT23FZR11.310.856
EHMT23GATAD2A1.510.83
EHMT23GATAD2B110.883
EHMT23GJB30.810.911
EHMT23HDAC1110.883
EHMT23HDAC20.80.08880.997
EHMT23KDM1A1.80.01640.999
EHMT23L3MBTL2110.883
EHMT23LCOR0.810.911
EHMT23MAX011
EHMT23MBD30.50.06010.999
EHMT23MGA6.10.5350.838
EHMT23MTA11.310.856
EHMT23MTA22.30.2450.973
EHMT23MTA30.310.97
EHMT23PCGF6011
EHMT23PCNA10.1170.995
EHMT23RBBP4110.883
EHMT23RBBP71.310.856
EHMT23RCOR10.810.911
EHMT23RCOR3110.883
EHMT23RING10.810.911
EHMT23RNF21.310.856
EHMT23RPS27A0.310.97
EHMT23RREB13.80.07170.992
EHMT23TFDP10.510.94
EHMT23TTF11.510.83
EHMT23UBA521.30.1440.992
EHMT23UBB011
EHMT23UBC1.50.01191
EHMT23UBE2C0.810.911
EHMT23UBE2D10.510.94
EHMT23UBE2E1011
EHMT23YAF20.510.94
EHMT23ZEB13.60.3560.937
EHMT23ZEB24.110.604
EHMT23ZNF21730.3140.953
EHMT23ZNF51620.02150.999
ERCC62.8GATAD2A1.510.843
ERCC62.8GATAD2B10.1070.996
ERCC62.8HDAC1110.893
ERCC62.8HDAC20.80.08160.998
ERCC62.8MBD30.510.945
ERCC62.8MTA11.310.867
ERCC62.8MTA22.310.773
ERCC62.8MTA30.310.972
ERCC62.8PCNA110.893
ERCC62.8RBBP410.1070.996
ERCC62.8RBBP71.310.867
ERCC62.8RPS27A0.310.972
ERCC62.8TTF11.510.843
ERCC62.8UBA521.310.867
ERCC62.8UBB011
ERCC62.8UBC1.510.843
FZR11.3RPS27A0.310.987
FZR11.3UBA521.310.938
FZR11.3UBB011
FZR11.3UBC1.50.07420.998
FZR11.3UBE2C0.810.962
FZR11.3UBE2D10.510.975
FZR11.3UBE2E1011
GATAD2A1.5GATAD2B110.94
GATAD2A1.5HDAC110.05980.999
GATAD2A1.5HDAC20.810.955
GATAD2A1.5MBD30.510.97
GATAD2A1.5MTA11.310.926
GATAD2A1.5MTA22.310.87
GATAD2A1.5MTA30.310.985
GATAD2A1.5RBBP4110.94
GATAD2A1.5RBBP71.310.926
GATAD2A1.5RCOR10.810.955
GATAD2A1.5TTF11.510.911
GATAD2B1HDAC1110.96
GATAD2B1HDAC20.810.97
GATAD2B1MBD30.510.98
GATAD2B1MTA11.310.95
GATAD2B1MTA22.310.911
GATAD2B1MTA30.310.99
GATAD2B1RBBP4110.96
GATAD2B1RBBP71.310.95
GATAD2B1RCOR10.810.97
GATAD2B1TTF11.510.94
GJB30.8L3MBTL2110.97
GJB30.8MAX011
GJB30.8MGA6.10.1720.99
GJB30.8PCGF6011
GJB30.8RING10.810.977
GJB30.8RNF21.310.962
GJB30.8TFDP10.510.985
GJB30.8YAF20.510.985
HDAC11HDAC20.810.97
HDAC11KDM1A1.810.931
HDAC11LCOR0.810.97
HDAC11MAX011
HDAC11MBD30.510.98
HDAC11MTA11.310.95
HDAC11MTA22.310.911
HDAC11MTA30.310.99
HDAC11RBBP4110.96
HDAC11RBBP71.310.95
HDAC11RCOR10.810.97
HDAC11RCOR3110.96
HDAC11RREB13.810.856
HDAC11TFDP10.510.98
HDAC11TTF11.50.05980.999
HDAC11ZEB13.610.865
HDAC11ZEB24.10.1530.991
HDAC11ZNF21730.1170.995
HDAC11ZNF516210.921
HDAC20.8KDM1A1.810.948
HDAC20.8LCOR0.810.977
HDAC20.8MAX011
HDAC20.8MBD30.510.985
HDAC20.8MTA11.310.962
HDAC20.8MTA22.310.933
HDAC20.8MTA30.310.992
HDAC20.8RBBP4110.97
HDAC20.8RBBP71.310.962
HDAC20.8RCOR10.810.977
HDAC20.8RCOR3110.97
HDAC20.8RREB13.810.89
HDAC20.8TTF11.510.955
HDAC20.8ZEB13.60.1030.997
HDAC20.8ZEB24.110.883
HDAC20.8ZNF217310.911
HDAC20.8ZNF516210.94
KDM1A1.8LCOR0.810.948
KDM1A1.8MBD30.510.965
KDM1A1.8MTA11.310.914
KDM1A1.8MTA22.310.85
KDM1A1.8RBBP4110.931
KDM1A1.8RBBP71.310.914
KDM1A1.8RCOR10.810.948
KDM1A1.8RCOR3110.931
KDM1A1.8RREB13.810.76
KDM1A1.8ZEB13.60.2250.978
KDM1A1.8ZEB24.110.746
KDM1A1.8ZNF217310.804
KDM1A1.8ZNF516210.865
L3MBTL21MAX011
L3MBTL21MGA6.110.777
L3MBTL21PCGF6011
L3MBTL21RING10.810.97
L3MBTL21RNF21.310.95
L3MBTL21TFDP10.510.98
L3MBTL21YAF20.510.98
LCOR0.8RCOR10.810.977
LCOR0.8RCOR3110.97
LCOR0.8RREB13.810.89
LCOR0.8ZEB13.610.897
LCOR0.8ZEB24.110.883
LCOR0.8ZNF217310.911
LCOR0.8ZNF516210.94
MAX0MGA6.111
MAX0PCGF6011
MAX0RBBP4111
MAX0RBBP71.311
MAX0RING10.811
MAX0RNF21.311
MAX0TFDP10.511
MAX0YAF20.511
MBD30.5MTA11.310.975
MBD30.5MTA22.310.955
MBD30.5MTA30.310.995
MBD30.5RBBP4110.98
MBD30.5RBBP71.310.975
MBD30.5RCOR10.810.985
MBD30.5TTF11.510.97
MGA6.1PCGF6011
MGA6.1RING10.810.828
MGA6.1RNF21.30.2710.968
MGA6.1TFDP10.50.003561
MGA6.1YAF20.510.882
MTA11.3MTA22.310.89
MTA11.3MTA30.310.987
MTA11.3RBBP4110.95
MTA11.3RBBP71.310.938
MTA11.3RCOR10.810.962
MTA11.3TTF11.510.926
MTA22.3MTA30.310.977
MTA22.3RBBP410.08860.997
MTA22.3RBBP71.310.89
MTA22.3RCOR10.810.933
MTA22.3TTF11.510.87
MTA30.3RBBP4110.99
MTA30.3RBBP71.310.987
MTA30.3TTF11.510.985
PCGF60RING10.811
PCGF60RNF21.311
PCGF60TFDP10.511
PCGF60YAF20.511
PCNA1RPS27A0.310.99
PCNA1UBA521.310.95
PCNA1UBB011
PCNA1UBC1.510.94
RBBP41RBBP71.310.95
RBBP41RCOR10.810.97
RBBP41TFDP10.510.98
RBBP41TTF11.510.94
RBBP71.3RCOR10.810.962
RBBP71.3TTF11.510.926
RCOR10.8RCOR3110.97
RCOR10.8RREB13.80.110.996
RCOR10.8ZEB13.60.1030.997
RCOR10.8ZEB24.10.1170.995
RCOR10.8ZNF217310.911
RCOR10.8ZNF516210.94
RCOR31RREB13.810.856
RCOR31ZEB13.610.865
RCOR31ZEB24.10.1530.991
RCOR31ZNF217310.883
RCOR31ZNF516210.921
RING10.8RNF21.310.962
RING10.8TFDP10.510.985
RING10.8YAF20.510.985
RNF21.3TFDP10.510.975
RNF21.3YAF20.510.975
RPS27A0.3UBA521.310.987
RPS27A0.3UBB011
RPS27A0.3UBC1.510.985
RPS27A0.3UBE2C0.810.992
RPS27A0.3UBE2D10.510.995
RPS27A0.3UBE2E1011
RREB13.8ZEB13.60.4250.905
RREB13.8ZEB24.10.1190.981
RREB13.8ZNF21730.3770.928
RREB13.8ZNF51620.03320.998
TFDP10.5YAF20.510.99
UBA521.3UBB011
UBA521.3UBC1.510.926
UBA521.3UBE2C0.810.962
UBA521.3UBE2D10.510.975
UBA521.3UBE2E1011
UBB0UBC1.511
UBB0UBE2C0.811
UBB0UBE2D10.511
UBB0UBE2E1011
UBC1.5UBE2C0.810.955
UBC1.5UBE2D10.510.97
UBC1.5UBE2E1011
UBE2C0.8UBE2D10.510.985
UBE2C0.8UBE2E1011
UBE2D10.5UBE2E1011
ZEB13.6ZEB24.10.4460.894
ZEB13.6ZNF21730.3560.937
ZEB13.6ZNF516210.747
ZEB24.1ZNF21730.3960.919
ZEB24.1ZNF51620.03760.997
ZNF2173ZNF51620.2210.978