*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)
CCNB11CDK10.310.99
CCNB11CDK20.310.99
CCNB11MCM82.30.08860.997
CCNB11ORC11.310.95
CCNB11ORC20.310.99
CCNB11ORC31.810.931
CCNB11ORC40.310.99
CCNB11ORC50.810.97
CCNB11ORC60.510.98
CCNB11RPA1011
CCNB11RPA20.310.99
CCNB11RPA30.810.97
CCNB11RPS27A0.310.99
CCNB11UBA521.30.050.999
CCNB11UBB011
CCNB11UBC1.510.94
CDC451.8CDC6210.865
CDC451.8CDC7110.931
CDC451.8CDK20.310.982
CDC451.8CLSPN2.50.1660.989
CDC451.8DBF42.510.834
CDC451.8MCM102.510.834
CDC451.8MCM20.810.948
CDC451.8MCM30.810.948
CDC451.8MCM42.510.834
CDC451.8MCM5110.931
CDC451.8MCM61.810.881
CDC451.8MCM72.310.85
CDC451.8MCM82.30.150.991
CDC451.8ORC11.310.914
CDC451.8ORC20.310.982
CDC451.8ORC31.810.881
CDC451.8ORC40.310.982
CDC451.8ORC50.810.948
CDC451.8ORC60.510.965
CDC451.8RPA1011
CDC451.8RPA20.310.982
CDC451.8RPA30.810.948
CDC451.8RPA40.310.982
CDC62CDC7110.921
CDC62CDK20.310.98
CDC62CDT10.510.96
CDC62CLSPN2.50.1870.985
CDC62DBF42.50.1870.985
CDC62GMNN0.310.98
CDC62MCM102.510.813
CDC62MCM20.80.05980.999
CDC62MCM30.810.94
CDC62MCM42.510.813
CDC62MCM5110.921
CDC62MCM61.810.865
CDC62MCM72.30.170.988
CDC62MCM82.310.83
CDC62ORC11.310.902
CDC62ORC20.310.98
CDC62ORC31.80.1350.993
CDC62ORC40.310.98
CDC62ORC50.810.94
CDC62ORC60.510.96
CDC62RPA1011
CDC62RPA20.310.98
CDC62RPA30.810.94
CDC62RPA40.310.98
CDC62RPS27A0.310.98
CDC62UBA521.310.902
CDC62UBB011
CDC62UBC1.510.883
CDC71CDK20.310.99
CDC71CLSPN2.50.09810.997
CDC71DBF42.510.902
CDC71MCM102.510.902
CDC71MCM20.810.97
CDC71MCM30.80.03021
CDC71MCM42.50.09810.997
CDC71MCM510.04011
CDC71MCM61.80.00161
CDC71MCM72.310.911
CDC71MCM82.30.08860.997
CDC71ORC11.310.95
CDC71ORC20.310.99
CDC71ORC31.80.06950.998
CDC71ORC40.310.99
CDC71ORC50.80.03021
CDC71ORC60.510.98
CDC71RPA1011
CDC71RPA20.310.99
CDC71RPA30.810.97
CDC71RPA40.310.99
CDK10.3CDK20.310.997
CDK10.3MCM82.310.977
CDK10.3ORC11.310.987
CDK10.3ORC20.310.997
CDK10.3ORC31.810.982
CDK10.3ORC40.310.997
CDK10.3ORC50.810.992
CDK10.3ORC60.50.005081
CDK10.3RPA1011
CDK10.3RPA20.310.997
CDK10.3RPA30.810.992
CDK10.3RPS27A0.310.997
CDK10.3UBA521.30.01271
CDK10.3UBB011
CDK10.3UBC1.510.985
CDK20.3CLSPN2.510.975
CDK20.3DBF42.510.975
CDK20.3MCM102.510.975
CDK20.3MCM20.810.992
CDK20.3MCM30.810.992
CDK20.3MCM42.510.975
CDK20.3MCM5110.99
CDK20.3MCM61.810.982
CDK20.3MCM72.310.977
CDK20.3MCM82.310.977
CDK20.3ORC11.310.987
CDK20.3ORC20.310.997
CDK20.3ORC31.810.982
CDK20.3ORC40.310.997
CDK20.3ORC50.810.992
CDK20.3ORC60.510.995
CDK20.3RPA1011
CDK20.3RPA20.310.997
CDK20.3RPA30.810.992
CDK20.3RPA40.310.997
CDK20.3RPS27A0.310.997
CDK20.3UBA521.310.987
CDK20.3UBB011
CDK20.3UBC1.510.985
CDT10.5GMNN0.310.995
CDT10.5MCM102.510.95
CDT10.5MCM20.810.985
CDT10.5MCM30.810.985
CDT10.5MCM42.510.95
CDT10.5MCM5110.98
CDT10.5MCM61.80.03531
CDT10.5MCM72.310.955
CDT10.5MCM82.310.955
CDT10.5ORC11.310.975
CDT10.5ORC20.310.995
CDT10.5ORC31.810.965
CDT10.5ORC40.310.995
CDT10.5ORC50.810.985
CDT10.5ORC60.510.99
CLSPN2.5DBF42.510.771
CLSPN2.5MCM102.510.771
CLSPN2.5MCM20.810.926
CLSPN2.5MCM30.80.001721
CLSPN2.5MCM42.510.771
CLSPN2.5MCM510.09810.997
CLSPN2.5MCM61.80.1660.989
CLSPN2.5MCM72.310.792
CLSPN2.5MCM82.30.2080.981
CLSPN2.5ORC11.310.879
CLSPN2.5ORC20.310.975
CLSPN2.5ORC31.80.1660.989
CLSPN2.5ORC40.310.975
CLSPN2.5ORC50.80.07440.998
CLSPN2.5ORC60.510.95
CLSPN2.5RPA1011
CLSPN2.5RPA20.310.975
CLSPN2.5RPA30.810.926
DBF42.5MCM102.510.771
DBF42.5MCM20.810.926
DBF42.5MCM30.810.926
DBF42.5MCM42.510.771
DBF42.5MCM5110.902
DBF42.5MCM61.810.834
DBF42.5MCM72.310.792
DBF42.5MCM82.310.792
DBF42.5ORC11.310.879
DBF42.5ORC20.310.975
DBF42.5ORC31.80.1660.989
DBF42.5ORC40.310.975
DBF42.5ORC50.810.926
DBF42.5ORC60.50.05020.999
DBF42.5RPA1011
DBF42.5RPA20.310.975
DBF42.5RPA30.810.926
DBF42.5RPA40.310.975
GMNN0.3ORC11.310.987
GMNN0.3RPS27A0.310.997
GMNN0.3UBA521.310.987
GMNN0.3UBB011
GMNN0.3UBC1.510.985
MCM102.5MCM20.810.926
MCM102.5MCM30.810.926
MCM102.5MCM42.510.771
MCM102.5MCM5110.902
MCM102.5MCM61.810.834
MCM102.5MCM72.310.792
MCM102.5MCM82.310.792
MCM102.5ORC11.310.879
MCM102.5ORC20.310.975
MCM102.5ORC31.810.834
MCM102.5ORC40.310.975
MCM102.5ORC50.810.926
MCM102.5ORC60.510.95
MCM102.5RPA1011
MCM102.5RPA20.310.975
MCM102.5RPA30.810.926
MCM102.5RPA40.310.975
MCM20.8MCM30.810.977
MCM20.8MCM42.50.07440.998
MCM20.8MCM5110.97
MCM20.8MCM61.810.948
MCM20.8MCM72.30.06710.999
MCM20.8MCM82.310.933
MCM20.8ORC11.310.962
MCM20.8ORC20.310.992
MCM20.8ORC31.810.948
MCM20.8ORC40.310.992
MCM20.8ORC50.810.977
MCM20.8ORC60.510.985
MCM20.8RPA1011
MCM20.8RPA20.310.992
MCM20.8RPA30.810.977
MCM20.8RPA40.310.992
MCM30.8MCM42.510.926
MCM30.8MCM510.03021
MCM30.8MCM61.810.948
MCM30.8MCM72.310.933
MCM30.8MCM82.30.06710.999
MCM30.8ORC11.310.962
MCM30.8ORC20.310.992
MCM30.8ORC31.80.05250.999
MCM30.8ORC40.310.992
MCM30.8ORC50.80.02271
MCM30.8ORC60.510.985
MCM30.8RPA1011
MCM30.8RPA20.310.992
MCM30.8RPA30.810.977
MCM30.8RPA40.310.992
MCM42.5MCM5110.902
MCM42.5MCM61.810.834
MCM42.5MCM72.310.792
MCM42.5MCM82.310.792
MCM42.5ORC11.310.879
MCM42.5ORC20.310.975
MCM42.5ORC31.80.1660.989
MCM42.5ORC40.310.975
MCM42.5ORC50.810.926
MCM42.5ORC60.510.95
MCM42.5RPA1011
MCM42.5RPA20.310.975
MCM42.5RPA30.810.926
MCM42.5RPA40.310.975
MCM51MCM61.810.931
MCM51MCM72.30.08860.997
MCM51MCM82.30.08860.997
MCM51ORC11.310.95
MCM51ORC20.310.99
MCM51ORC31.80.06950.998
MCM51ORC40.310.99
MCM51ORC50.80.03021
MCM51ORC60.510.98
MCM51RPA1011
MCM51RPA20.310.99
MCM51RPA30.810.97
MCM51RPA40.310.99
MCM61.8MCM72.310.85
MCM61.8MCM82.310.85
MCM61.8ORC11.310.914
MCM61.8ORC20.310.982
MCM61.8ORC31.810.881
MCM61.8ORC40.310.982
MCM61.8ORC50.810.948
MCM61.8ORC60.510.965
MCM61.8RPA1011
MCM61.8RPA20.310.982
MCM61.8RPA30.810.948
MCM61.8RPA40.310.982
MCM72.3MCM82.310.81
MCM72.3ORC11.30.110.996
MCM72.3ORC20.310.977
MCM72.3ORC31.810.85
MCM72.3ORC40.310.977
MCM72.3ORC50.810.933
MCM72.3ORC60.510.955
MCM72.3RPA1011
MCM72.3RPA20.310.977
MCM72.3RPA30.810.933
MCM72.3RPA40.310.977
MCM82.3ORC11.310.89
MCM82.3ORC20.310.977
MCM82.3ORC31.80.150.991
MCM82.3ORC40.310.977
MCM82.3ORC50.80.001381
MCM82.3ORC60.510.955
MCM82.3RPA1011
MCM82.3RPA20.310.977
MCM82.3RPA30.810.933
MCM82.3RPA40.310.977
ORC11.3ORC20.310.987
ORC11.3ORC31.810.914
ORC11.3ORC40.310.987
ORC11.3ORC50.810.962
ORC11.3ORC60.510.975
ORC11.3RPA1011
ORC11.3RPA20.310.987
ORC11.3RPA30.810.962
ORC11.3RPA40.310.987
ORC11.3RPS27A0.30.01271
ORC11.3UBA521.310.938
ORC11.3UBB011
ORC11.3UBC1.510.926
ORC20.3ORC31.810.982
ORC20.3ORC40.310.997
ORC20.3ORC50.810.992
ORC20.3ORC60.510.995
ORC20.3RPA1011
ORC20.3RPA20.310.997
ORC20.3RPA30.810.992
ORC20.3RPA40.310.997
ORC31.8ORC40.310.982
ORC31.8ORC50.80.05250.999
ORC31.8ORC60.510.965
ORC31.8RPA1011
ORC31.8RPA20.310.982
ORC31.8RPA30.810.948
ORC31.8RPA40.310.982
ORC40.3ORC50.810.992
ORC40.3ORC60.510.995
ORC40.3RPA1011
ORC40.3RPA20.310.997
ORC40.3RPA30.810.992
ORC40.3RPA40.310.997
ORC50.8ORC60.510.985
ORC50.8RPA1011
ORC50.8RPA20.310.992
ORC50.8RPA30.810.977
ORC50.8RPA40.310.992
ORC60.5RPA1011
ORC60.5RPA20.310.995
ORC60.5RPA30.810.985
ORC60.5RPA40.310.995
RPA10RPA20.311
RPA10RPA30.811
RPA10RPA40.311
RPA10RPS27A0.311
RPA10UBA521.311
RPA10UBB011
RPA10UBC1.511
RPA20.3RPA30.810.992
RPA20.3RPA40.310.997
RPA20.3RPS27A0.310.997
RPA20.3UBA521.310.987
RPA20.3UBB011
RPA20.3UBC1.510.985
RPA30.8RPA40.310.992
RPA30.8RPS27A0.310.992
RPA30.8UBA521.310.962
RPA30.8UBB011
RPA30.8UBC1.510.955
RPS27A0.3UBA521.310.987
RPS27A0.3UBB011
RPS27A0.3UBC1.510.985
UBA521.3UBB011
UBA521.3UBC1.510.926
UBB0UBC1.511