Uterine Corpus Endometrioid Carcinoma: Correlation between gene mutation status and selected clinical features
Maintained by TCGA GDAC Team (Broad Institute/Dana-Farber Cancer Institute/Harvard Medical School)
Overview
Introduction

This pipeline computes the correlation between significantly recurrent gene mutations and selected clinical features.

Summary

Testing the association between mutation status of 305 genes and 5 clinical features across 248 patients, 14 significant findings detected with Q value < 0.25.

  • CTNNB1 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • PTEN mutation correlated to 'HISTOLOGICAL.TYPE'.

  • TP53 mutation correlated to 'AGE',  'HISTOLOGICAL.TYPE', and 'NEOADJUVANT.THERAPY'.

  • ANKRD31 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • SH3BGRL mutation correlated to 'HISTOLOGICAL.TYPE'.

  • S100A12 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • C4ORF33 mutation correlated to 'Time to Death'.

  • GLRX3 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • SLC16A10 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • SLC10A5 mutation correlated to 'HISTOLOGICAL.TYPE'.

  • CDKN1B mutation correlated to 'HISTOLOGICAL.TYPE'.

  • ALKBH6 mutation correlated to 'HISTOLOGICAL.TYPE'.

Results
Overview of the results

Table 1.  Get Full Table Overview of the association between mutation status of 305 genes and 5 clinical features. Shown in the table are P values (Q values). Thresholded by Q value < 0.25, 14 significant findings detected.

Clinical
Features
Time
to
Death
AGE HISTOLOGICAL
TYPE
RADIATIONS
RADIATION
REGIMENINDICATION
NEOADJUVANT
THERAPY
nMutated (%) nWild-Type logrank test t-test Chi-square test Fisher's exact test Fisher's exact test
TP53 69 (28%) 179 0.325
(1.00)
6.15e-06
(0.00936)
3.98e-23
(6.07e-20)
0.371
(1.00)
6.08e-05
(0.0921)
CTNNB1 74 (30%) 174 0.878
(1.00)
0.0017
(1.00)
1.04e-05
(0.0158)
0.381
(1.00)
0.0124
(1.00)
PTEN 161 (65%) 87 0.19
(1.00)
0.0276
(1.00)
5.44e-19
(8.3e-16)
0.0503
(1.00)
0.0016
(1.00)
ANKRD31 17 (7%) 231 0.2
(1.00)
0.964
(1.00)
4.87e-05
(0.0738)
0.432
(1.00)
1
(1.00)
SH3BGRL 6 (2%) 242 0.501
(1.00)
0.323
(1.00)
2.07e-05
(0.0314)
0.667
(1.00)
1
(1.00)
S100A12 5 (2%) 243 0.614
(1.00)
0.00132
(1.00)
1.18e-06
(0.00179)
0.663
(1.00)
1
(1.00)
C4ORF33 4 (2%) 244 0.000124
(0.187)
0.354
(1.00)
0.998
(1.00)
0.608
(1.00)
0.0639
(1.00)
GLRX3 7 (3%) 241 0.529
(1.00)
0.024
(1.00)
0.000147
(0.222)
0.428
(1.00)
1
(1.00)
SLC16A10 9 (4%) 239 0.381
(1.00)
0.563
(1.00)
3.06e-05
(0.0465)
0.171
(1.00)
0.451
(1.00)
SLC10A5 7 (3%) 241 0.825
(1.00)
0.538
(1.00)
1.45e-05
(0.022)
0.694
(1.00)
0.396
(1.00)
CDKN1B 7 (3%) 241 0.42
(1.00)
0.0875
(1.00)
0.000147
(0.222)
1
(1.00)
0.195
(1.00)
ALKBH6 6 (2%) 242 0.468
(1.00)
0.545
(1.00)
2.07e-05
(0.0314)
0.667
(1.00)
0.667
(1.00)
ARID1A 83 (33%) 165 0.008
(1.00)
0.00721
(1.00)
0.00127
(1.00)
0.673
(1.00)
0.0234
(1.00)
CTCF 45 (18%) 203 0.405
(1.00)
0.0198
(1.00)
0.0021
(1.00)
0.863
(1.00)
1
(1.00)
FBXW7 39 (16%) 209 0.772
(1.00)
0.904
(1.00)
0.0473
(1.00)
0.855
(1.00)
0.117
(1.00)
FGFR2 31 (12%) 217 0.9
(1.00)
0.998
(1.00)
0.719
(1.00)
1
(1.00)
0.39
(1.00)
KRAS 52 (21%) 196 0.0772
(1.00)
0.000643
(0.968)
0.00753
(1.00)
0.19
(1.00)
0.0136
(1.00)
PIK3CA 132 (53%) 116 0.055
(1.00)
0.195
(1.00)
0.555
(1.00)
0.593
(1.00)
0.887
(1.00)
PIK3R1 83 (33%) 165 0.871
(1.00)
0.806
(1.00)
0.000827
(1.00)
0.395
(1.00)
0.293
(1.00)
SPOP 21 (8%) 227 0.65
(1.00)
0.527
(1.00)
0.332
(1.00)
0.811
(1.00)
0.452
(1.00)
PPP2R1A 27 (11%) 221 0.121
(1.00)
0.0374
(1.00)
0.00977
(1.00)
0.52
(1.00)
0.112
(1.00)
P2RY11 9 (4%) 239 0.395
(1.00)
0.396
(1.00)
0.987
(1.00)
0.497
(1.00)
0.709
(1.00)
CHD4 35 (14%) 213 0.361
(1.00)
0.418
(1.00)
0.779
(1.00)
0.565
(1.00)
0.683
(1.00)
CCND1 15 (6%) 233 0.729
(1.00)
0.0556
(1.00)
0.413
(1.00)
0.4
(1.00)
0.13
(1.00)
FAM9A 14 (6%) 234 0.378
(1.00)
0.913
(1.00)
0.89
(1.00)
1
(1.00)
0.121
(1.00)
NFE2L2 15 (6%) 233 0.903
(1.00)
0.191
(1.00)
0.447
(1.00)
0.589
(1.00)
1
(1.00)
FOXA2 12 (5%) 236 0.799
(1.00)
0.531
(1.00)
0.972
(1.00)
0.229
(1.00)
1
(1.00)
ARID5B 29 (12%) 219 0.642
(1.00)
0.649
(1.00)
0.00865
(1.00)
1
(1.00)
0.508
(1.00)
TNFAIP6 12 (5%) 236 0.819
(1.00)
0.302
(1.00)
0.6
(1.00)
1
(1.00)
0.741
(1.00)
MORC4 20 (8%) 228 0.152
(1.00)
0.0204
(1.00)
0.629
(1.00)
1
(1.00)
0.295
(1.00)
CYLC1 18 (7%) 230 0.198
(1.00)
0.765
(1.00)
0.000601
(0.905)
0.313
(1.00)
0.413
(1.00)
RBMX 13 (5%) 235 0.336
(1.00)
0.161
(1.00)
0.4
(1.00)
0.142
(1.00)
0.756
(1.00)
RASA1 22 (9%) 226 0.127
(1.00)
0.466
(1.00)
0.0211
(1.00)
0.639
(1.00)
0.803
(1.00)
SOX17 7 (3%) 241 0.669
(1.00)
0.848
(1.00)
0.00567
(1.00)
0.428
(1.00)
0.677
(1.00)
SGK1 15 (6%) 233 0.925
(1.00)
0.427
(1.00)
0.759
(1.00)
0.158
(1.00)
0.563
(1.00)
ZNF471 15 (6%) 233 0.549
(1.00)
0.0733
(1.00)
0.025
(1.00)
0.589
(1.00)
1
(1.00)
SYCP1 16 (6%) 232 0.258
(1.00)
0.302
(1.00)
0.0297
(1.00)
0.423
(1.00)
1
(1.00)
TCP11L2 14 (6%) 234 0.194
(1.00)
0.777
(1.00)
0.0202
(1.00)
1
(1.00)
0.362
(1.00)
SIN3A 21 (8%) 227 0.574
(1.00)
0.256
(1.00)
0.1
(1.00)
0.811
(1.00)
0.609
(1.00)
LOC642587 7 (3%) 241 0.679
(1.00)
0.548
(1.00)
0.294
(1.00)
1
(1.00)
0.677
(1.00)
CHEK2 13 (5%) 235 0.891
(1.00)
0.0163
(1.00)
0.0307
(1.00)
1
(1.00)
0.352
(1.00)
MAX 11 (4%) 237 0.889
(1.00)
0.336
(1.00)
0.404
(1.00)
0.753
(1.00)
0.732
(1.00)
RUNDC3B 11 (4%) 237 0.704
(1.00)
0.346
(1.00)
0.142
(1.00)
1
(1.00)
0.499
(1.00)
TAB3 18 (7%) 230 0.22
(1.00)
0.107
(1.00)
0.00686
(1.00)
0.616
(1.00)
1
(1.00)
BRS3 15 (6%) 233 0.184
(1.00)
0.133
(1.00)
0.025
(1.00)
0.4
(1.00)
0.766
(1.00)
KLHL8 12 (5%) 236 0.362
(1.00)
0.504
(1.00)
0.404
(1.00)
1
(1.00)
1
(1.00)
CSDE1 21 (8%) 227 0.802
(1.00)
0.294
(1.00)
0.0435
(1.00)
1
(1.00)
0.452
(1.00)
DNER 18 (7%) 230 0.746
(1.00)
0.0414
(1.00)
0.0324
(1.00)
0.44
(1.00)
0.277
(1.00)
PAPD4 13 (5%) 235 0.982
(1.00)
0.181
(1.00)
0.962
(1.00)
0.378
(1.00)
0.0492
(1.00)
NFE2L3 12 (5%) 236 0.336
(1.00)
0.656
(1.00)
0.342
(1.00)
0.115
(1.00)
0.741
(1.00)
UPF3B 16 (6%) 232 0.735
(1.00)
0.81
(1.00)
0.395
(1.00)
0.588
(1.00)
0.0775
(1.00)
NAA15 14 (6%) 234 0.763
(1.00)
0.64
(1.00)
0.00864
(1.00)
0.248
(1.00)
1
(1.00)
RPL14 7 (3%) 241 0.532
(1.00)
0.677
(1.00)
0.991
(1.00)
0.428
(1.00)
0.396
(1.00)
OR4A15 13 (5%) 235 0.213
(1.00)
0.167
(1.00)
0.00219
(1.00)
1
(1.00)
0.756
(1.00)
C14ORF118 15 (6%) 233 0.268
(1.00)
0.0138
(1.00)
0.369
(1.00)
0.589
(1.00)
0.766
(1.00)
OR4K2 11 (4%) 237 0.304
(1.00)
0.241
(1.00)
0.00658
(1.00)
1
(1.00)
0.499
(1.00)
OR5D13 10 (4%) 238 0.895
(1.00)
0.741
(1.00)
0.188
(1.00)
0.318
(1.00)
0.468
(1.00)
CNPY1 7 (3%) 241 0.449
(1.00)
0.18
(1.00)
0.294
(1.00)
1
(1.00)
0.677
(1.00)
COL19A1 21 (8%) 227 0.169
(1.00)
0.198
(1.00)
0.0682
(1.00)
0.345
(1.00)
1
(1.00)
GYPB 5 (2%) 243 0.583
(1.00)
0.843
(1.00)
0.149
(1.00)
0.168
(1.00)
1
(1.00)
ASB15 14 (6%) 234 0.298
(1.00)
0.236
(1.00)
0.182
(1.00)
0.777
(1.00)
0.764
(1.00)
AGBL4 14 (6%) 234 0.615
(1.00)
0.0925
(1.00)
0.653
(1.00)
0.392
(1.00)
1
(1.00)
CDH10 22 (9%) 226 0.134
(1.00)
0.0308
(1.00)
0.0581
(1.00)
0.818
(1.00)
0.453
(1.00)
MTM1 15 (6%) 233 0.258
(1.00)
0.896
(1.00)
0.00648
(1.00)
0.589
(1.00)
0.0753
(1.00)
NRAS 9 (4%) 239 0.354
(1.00)
0.616
(1.00)
0.0289
(1.00)
0.722
(1.00)
0.451
(1.00)
SMTNL2 9 (4%) 239 0.472
(1.00)
0.53
(1.00)
0.579
(1.00)
1
(1.00)
0.451
(1.00)
OR5AS1 10 (4%) 238 0.675
(1.00)
0.503
(1.00)
0.396
(1.00)
0.501
(1.00)
0.732
(1.00)
STEAP4 12 (5%) 236 0.286
(1.00)
0.933
(1.00)
0.000714
(1.00)
0.756
(1.00)
0.52
(1.00)
ZFHX3 44 (18%) 204 0.325
(1.00)
0.765
(1.00)
0.147
(1.00)
0.73
(1.00)
0.141
(1.00)
GPM6A 11 (4%) 237 0.306
(1.00)
0.502
(1.00)
0.545
(1.00)
1
(1.00)
0.732
(1.00)
GEN1 16 (6%) 232 0.302
(1.00)
0.992
(1.00)
0.019
(1.00)
0.79
(1.00)
1
(1.00)
FAM194B 13 (5%) 235 0.393
(1.00)
0.44
(1.00)
0.0403
(1.00)
0.229
(1.00)
1
(1.00)
CLIC2 10 (4%) 238 0.294
(1.00)
0.855
(1.00)
0.00231
(1.00)
1
(1.00)
0.732
(1.00)
ZNF267 16 (6%) 232 0.565
(1.00)
0.207
(1.00)
0.0275
(1.00)
0.79
(1.00)
1
(1.00)
ZMYM2 17 (7%) 231 0.252
(1.00)
0.0462
(1.00)
0.0414
(1.00)
1
(1.00)
0.166
(1.00)
FMR1 16 (6%) 232 0.304
(1.00)
0.643
(1.00)
0.0688
(1.00)
0.588
(1.00)
0.0775
(1.00)
OR4A5 10 (4%) 238 0.454
(1.00)
0.495
(1.00)
0.00676
(1.00)
0.501
(1.00)
0.066
(1.00)
ALG8 10 (4%) 238 0.369
(1.00)
0.855
(1.00)
0.635
(1.00)
0.501
(1.00)
1
(1.00)
C1ORF100 9 (4%) 239 0.344
(1.00)
0.246
(1.00)
0.376
(1.00)
0.497
(1.00)
0.709
(1.00)
SNTG1 11 (4%) 237 0.307
(1.00)
0.506
(1.00)
0.0644
(1.00)
0.753
(1.00)
1
(1.00)
UBE2E3 7 (3%) 241 0.77
(1.00)
0.993
(1.00)
0.294
(1.00)
0.694
(1.00)
1
(1.00)
ANKRD50 21 (8%) 227 0.484
(1.00)
0.754
(1.00)
0.82
(1.00)
1
(1.00)
0.609
(1.00)
CTXN3 6 (2%) 242 0.512
(1.00)
0.794
(1.00)
0.548
(1.00)
1
(1.00)
0.193
(1.00)
GALNT13 16 (6%) 232 0.258
(1.00)
0.633
(1.00)
0.0343
(1.00)
1
(1.00)
0.568
(1.00)
F9 13 (5%) 235 0.861
(1.00)
0.0227
(1.00)
0.63
(1.00)
0.551
(1.00)
1
(1.00)
PASD1 17 (7%) 231 0.188
(1.00)
0.756
(1.00)
0.325
(1.00)
0.599
(1.00)
0.573
(1.00)
GIGYF2 27 (11%) 221 0.91
(1.00)
0.612
(1.00)
0.28
(1.00)
0.0179
(1.00)
0.362
(1.00)
SSX5 11 (4%) 237 0.328
(1.00)
0.15
(1.00)
0.00658
(1.00)
1
(1.00)
0.732
(1.00)
RAE1 11 (4%) 237 0.282
(1.00)
0.603
(1.00)
0.0127
(1.00)
0.34
(1.00)
0.298
(1.00)
UGT2B11 12 (5%) 236 0.383
(1.00)
0.168
(1.00)
0.0105
(1.00)
0.552
(1.00)
0.741
(1.00)
RB1 20 (8%) 228 0.484
(1.00)
0.237
(1.00)
0.000223
(0.338)
0.465
(1.00)
0.603
(1.00)
C7ORF60 10 (4%) 238 0.31
(1.00)
0.136
(1.00)
0.707
(1.00)
0.318
(1.00)
0.732
(1.00)
ZNF334 17 (7%) 231 0.95
(1.00)
0.0232
(1.00)
0.787
(1.00)
1
(1.00)
0.415
(1.00)
ATM 29 (12%) 219 0.0912
(1.00)
0.139
(1.00)
0.0783
(1.00)
0.534
(1.00)
0.119
(1.00)
CCDC104 10 (4%) 238 0.327
(1.00)
0.0526
(1.00)
0.396
(1.00)
0.501
(1.00)
0.732
(1.00)
MAP3K1 21 (8%) 227 0.0962
(1.00)
0.813
(1.00)
0.2
(1.00)
1
(1.00)
0.452
(1.00)
LDB2 10 (4%) 238 0.363
(1.00)
0.169
(1.00)
0.00676
(1.00)
1
(1.00)
0.468
(1.00)
ING1 13 (5%) 235 0.37
(1.00)
0.694
(1.00)
0.178
(1.00)
0.142
(1.00)
1
(1.00)
ZNF781 10 (4%) 238 0.355
(1.00)
0.227
(1.00)
0.396
(1.00)
0.501
(1.00)
1
(1.00)
ACSL4 15 (6%) 233 0.95
(1.00)
0.107
(1.00)
0.0529
(1.00)
0.275
(1.00)
0.766
(1.00)
GNPDA2 8 (3%) 240 0.789
(1.00)
0.175
(1.00)
0.518
(1.00)
0.451
(1.00)
0.111
(1.00)
HIST1H2BD 6 (2%) 242 0.0836
(1.00)
0.474
(1.00)
0.897
(1.00)
0.415
(1.00)
1
(1.00)
CTNND1 19 (8%) 229 0.572
(1.00)
0.655
(1.00)
0.0471
(1.00)
0.46
(1.00)
0.604
(1.00)
IGFBP7 6 (2%) 242 0.406
(1.00)
0.659
(1.00)
0.228
(1.00)
0.667
(1.00)
0.667
(1.00)
SI 26 (10%) 222 0.387
(1.00)
0.5
(1.00)
0.0667
(1.00)
0.514
(1.00)
0.17
(1.00)
DCAF6 16 (6%) 232 0.262
(1.00)
0.448
(1.00)
0.13
(1.00)
1
(1.00)
1
(1.00)
C12ORF50 11 (4%) 237 0.323
(1.00)
0.00222
(1.00)
0.354
(1.00)
0.104
(1.00)
0.499
(1.00)
MUTED 7 (3%) 241 0.378
(1.00)
0.963
(1.00)
0.00841
(1.00)
1
(1.00)
1
(1.00)
TRIM59 9 (4%) 239 0.315
(1.00)
0.949
(1.00)
0.0343
(1.00)
1
(1.00)
0.451
(1.00)
ANKRD30A 22 (9%) 226 0.486
(1.00)
0.638
(1.00)
0.1
(1.00)
0.639
(1.00)
0.453
(1.00)
METTL14 10 (4%) 238 0.358
(1.00)
0.833
(1.00)
0.707
(1.00)
1
(1.00)
0.293
(1.00)
ZNF449 12 (5%) 236 0.355
(1.00)
0.95
(1.00)
0.655
(1.00)
0.552
(1.00)
0.52
(1.00)
IQCF2 6 (2%) 242 0.445
(1.00)
0.577
(1.00)
0.897
(1.00)
1
(1.00)
0.667
(1.00)
TIGD4 13 (5%) 235 0.3
(1.00)
0.0791
(1.00)
0.015
(1.00)
0.769
(1.00)
0.756
(1.00)
BBX 15 (6%) 233 0.783
(1.00)
0.15
(1.00)
0.799
(1.00)
1
(1.00)
0.563
(1.00)
RBM27 16 (6%) 232 0.215
(1.00)
0.187
(1.00)
0.0631
(1.00)
1
(1.00)
0.773
(1.00)
WDR45 11 (4%) 237 0.355
(1.00)
0.49
(1.00)
0.157
(1.00)
0.518
(1.00)
0.732
(1.00)
ADAM23 14 (6%) 234 0.266
(1.00)
0.42
(1.00)
0.0389
(1.00)
0.565
(1.00)
0.764
(1.00)
COX19 4 (2%) 244 0.652
(1.00)
0.269
(1.00)
0.998
(1.00)
1
(1.00)
0.303
(1.00)
ACSM3 15 (6%) 233 0.215
(1.00)
0.0585
(1.00)
0.025
(1.00)
1
(1.00)
1
(1.00)
ANKRD30B 22 (9%) 226 0.208
(1.00)
0.159
(1.00)
0.821
(1.00)
0.639
(1.00)
1
(1.00)
CASP8 17 (7%) 231 0.775
(1.00)
0.652
(1.00)
0.000397
(0.6)
1
(1.00)
0.415
(1.00)
GK2 17 (7%) 231 0.202
(1.00)
0.334
(1.00)
0.0119
(1.00)
0.432
(1.00)
0.415
(1.00)
IL24 7 (3%) 241 0.426
(1.00)
0.988
(1.00)
0.00148
(1.00)
0.428
(1.00)
0.677
(1.00)
GOLGA5 12 (5%) 236 0.32
(1.00)
0.801
(1.00)
0.0257
(1.00)
1
(1.00)
0.188
(1.00)
HPD 7 (3%) 241 0.43
(1.00)
0.0538
(1.00)
0.0585
(1.00)
1
(1.00)
1
(1.00)
NDN 6 (2%) 242 0.535
(1.00)
0.487
(1.00)
0.699
(1.00)
1
(1.00)
0.667
(1.00)
ZNF674 14 (6%) 234 0.208
(1.00)
0.0713
(1.00)
0.00864
(1.00)
0.565
(1.00)
0.764
(1.00)
LRRC6 11 (4%) 237 0.846
(1.00)
0.636
(1.00)
0.00658
(1.00)
0.518
(1.00)
0.732
(1.00)
TPTE 15 (6%) 233 0.273
(1.00)
0.167
(1.00)
0.00648
(1.00)
1
(1.00)
0.369
(1.00)
NUSAP1 11 (4%) 237 0.306
(1.00)
0.838
(1.00)
0.00884
(1.00)
0.518
(1.00)
0.179
(1.00)
CCDC160 11 (4%) 237 0.271
(1.00)
0.34
(1.00)
0.00658
(1.00)
1
(1.00)
0.732
(1.00)
CCDC73 12 (5%) 236 0.271
(1.00)
0.205
(1.00)
0.00139
(1.00)
0.229
(1.00)
1
(1.00)
FOXP2 16 (6%) 232 0.339
(1.00)
0.222
(1.00)
0.0639
(1.00)
0.588
(1.00)
0.568
(1.00)
IL20 7 (3%) 241 0.404
(1.00)
0.206
(1.00)
0.294
(1.00)
0.236
(1.00)
0.396
(1.00)
RBBP6 22 (9%) 226 0.661
(1.00)
0.97
(1.00)
0.00138
(1.00)
0.818
(1.00)
0.208
(1.00)
TAP1 8 (3%) 240 0.588
(1.00)
0.877
(1.00)
0.343
(1.00)
1
(1.00)
0.452
(1.00)
ATF6 14 (6%) 234 0.237
(1.00)
0.216
(1.00)
0.65
(1.00)
0.565
(1.00)
0.764
(1.00)
CDK17 14 (6%) 234 0.856
(1.00)
0.0797
(1.00)
0.368
(1.00)
0.777
(1.00)
0.764
(1.00)
FAM9B 7 (3%) 241 0.401
(1.00)
0.512
(1.00)
0.294
(1.00)
0.236
(1.00)
0.677
(1.00)
MAPK8 10 (4%) 238 0.462
(1.00)
0.777
(1.00)
0.396
(1.00)
0.501
(1.00)
0.293
(1.00)
PAPOLB 15 (6%) 233 0.253
(1.00)
0.37
(1.00)
0.025
(1.00)
0.589
(1.00)
0.369
(1.00)
SLITRK4 17 (7%) 231 0.231
(1.00)
0.721
(1.00)
0.0843
(1.00)
0.794
(1.00)
0.786
(1.00)
TIAL1 11 (4%) 237 0.337
(1.00)
0.475
(1.00)
0.404
(1.00)
0.753
(1.00)
0.732
(1.00)
ZCCHC5 12 (5%) 236 0.978
(1.00)
0.0933
(1.00)
0.0105
(1.00)
0.552
(1.00)
0.52
(1.00)
ZNF300 15 (6%) 233 0.222
(1.00)
0.338
(1.00)
0.135
(1.00)
0.275
(1.00)
0.766
(1.00)
FCER1A 9 (4%) 239 0.379
(1.00)
0.77
(1.00)
0.968
(1.00)
0.497
(1.00)
0.709
(1.00)
PATE1 3 (1%) 245 0.776
(1.00)
0.443
(1.00)
0.981
(1.00)
1
(1.00)
1
(1.00)
PLSCR2 9 (4%) 239 0.88
(1.00)
0.163
(1.00)
0.00167
(1.00)
0.722
(1.00)
0.263
(1.00)
ZNF611 12 (5%) 236 0.935
(1.00)
0.262
(1.00)
0.404
(1.00)
1
(1.00)
0.741
(1.00)
CFL2 7 (3%) 241 0.42
(1.00)
0.114
(1.00)
0.294
(1.00)
0.694
(1.00)
0.677
(1.00)
DEPDC1B 11 (4%) 237 0.951
(1.00)
0.951
(1.00)
0.129
(1.00)
0.518
(1.00)
1
(1.00)
DCLK1 17 (7%) 231 0.166
(1.00)
0.226
(1.00)
0.0119
(1.00)
1
(1.00)
1
(1.00)
CETN3 5 (2%) 243 0.396
(1.00)
0.98
(1.00)
0.0126
(1.00)
1
(1.00)
1
(1.00)
MPPED2 10 (4%) 238 0.381
(1.00)
0.297
(1.00)
0.62
(1.00)
0.318
(1.00)
0.732
(1.00)
NCAM2 20 (8%) 228 0.185
(1.00)
0.218
(1.00)
0.0207
(1.00)
0.808
(1.00)
0.603
(1.00)
NGFRAP1 5 (2%) 243 0.652
(1.00)
0.142
(1.00)
0.149
(1.00)
0.663
(1.00)
1
(1.00)
DUSP16 11 (4%) 237 0.338
(1.00)
0.611
(1.00)
0.286
(1.00)
0.518
(1.00)
0.298
(1.00)
C9ORF102 16 (6%) 232 0.245
(1.00)
0.35
(1.00)
0.0343
(1.00)
0.588
(1.00)
0.568
(1.00)
PPM1N 7 (3%) 241 0.355
(1.00)
0.79
(1.00)
0.294
(1.00)
1
(1.00)
1
(1.00)
OR2M3 10 (4%) 238 0.315
(1.00)
0.822
(1.00)
0.707
(1.00)
0.739
(1.00)
0.066
(1.00)
MNDA 13 (5%) 235 0.239
(1.00)
0.29
(1.00)
0.397
(1.00)
0.229
(1.00)
0.756
(1.00)
NDUFS1 12 (5%) 236 0.361
(1.00)
0.0218
(1.00)
0.0105
(1.00)
0.552
(1.00)
0.741
(1.00)
OR4C12 10 (4%) 238 0.292
(1.00)
0.266
(1.00)
0.248
(1.00)
1
(1.00)
1
(1.00)
ATF7IP 17 (7%) 231 0.207
(1.00)
0.276
(1.00)
0.401
(1.00)
0.432
(1.00)
0.415
(1.00)
FBXO8 11 (4%) 237 0.305
(1.00)
0.628
(1.00)
0.00488
(1.00)
1
(1.00)
0.732
(1.00)
NAA30 8 (3%) 240 0.565
(1.00)
0.358
(1.00)
0.518
(1.00)
0.719
(1.00)
0.688
(1.00)
PGR 12 (5%) 236 0.268
(1.00)
0.228
(1.00)
0.0105
(1.00)
1
(1.00)
0.52
(1.00)
ZNF879 13 (5%) 235 0.34
(1.00)
0.0926
(1.00)
0.4
(1.00)
1
(1.00)
1
(1.00)
ZNF649 14 (6%) 234 0.246
(1.00)
0.288
(1.00)
0.182
(1.00)
0.777
(1.00)
1
(1.00)
CDH12 17 (7%) 231 0.666
(1.00)
0.111
(1.00)
0.0138
(1.00)
0.432
(1.00)
0.786
(1.00)
LRRIQ3 12 (5%) 236 0.372
(1.00)
0.00386
(1.00)
0.00221
(1.00)
0.229
(1.00)
0.741
(1.00)
ZNF286A 12 (5%) 236 0.308
(1.00)
0.518
(1.00)
0.00262
(1.00)
0.229
(1.00)
1
(1.00)
C11ORF80 9 (4%) 239 0.605
(1.00)
0.00827
(1.00)
0.579
(1.00)
0.171
(1.00)
1
(1.00)
LUC7L2 8 (3%) 240 0.332
(1.00)
0.728
(1.00)
0.343
(1.00)
0.27
(1.00)
0.452
(1.00)
EIF2S2 9 (4%) 239 0.409
(1.00)
0.251
(1.00)
0.265
(1.00)
0.171
(1.00)
1
(1.00)
HDX 15 (6%) 233 0.189
(1.00)
0.483
(1.00)
0.258
(1.00)
0.78
(1.00)
1
(1.00)
SERHL2 6 (2%) 242 0.464
(1.00)
0.666
(1.00)
0.897
(1.00)
0.185
(1.00)
0.667
(1.00)
EIF4A2 8 (3%) 240 0.449
(1.00)
0.269
(1.00)
0.205
(1.00)
0.719
(1.00)
0.452
(1.00)
HAO2 10 (4%) 238 0.37
(1.00)
0.89
(1.00)
0.138
(1.00)
0.501
(1.00)
1
(1.00)
MRPS30 11 (4%) 237 0.885
(1.00)
0.605
(1.00)
0.404
(1.00)
1
(1.00)
1
(1.00)
NKAIN3 8 (3%) 240 0.312
(1.00)
0.88
(1.00)
0.343
(1.00)
0.719
(1.00)
1
(1.00)
CCDC102B 10 (4%) 238 0.341
(1.00)
0.259
(1.00)
0.00363
(1.00)
1
(1.00)
0.732
(1.00)
PIK3R3 8 (3%) 240 0.373
(1.00)
0.523
(1.00)
0.000594
(0.896)
0.27
(1.00)
0.111
(1.00)
PRPF38B 11 (4%) 237 0.39
(1.00)
0.482
(1.00)
0.623
(1.00)
0.753
(1.00)
1
(1.00)
WAS 10 (4%) 238 0.392
(1.00)
0.337
(1.00)
0.00676
(1.00)
0.501
(1.00)
0.732
(1.00)
ZC3H13 21 (8%) 227 0.148
(1.00)
0.478
(1.00)
0.00103
(1.00)
0.472
(1.00)
1
(1.00)
CR2 20 (8%) 228 0.662
(1.00)
0.342
(1.00)
0.0961
(1.00)
1
(1.00)
0.603
(1.00)
PTGFR 11 (4%) 237 0.288
(1.00)
0.0241
(1.00)
0.129
(1.00)
0.753
(1.00)
1
(1.00)
OR14C36 11 (4%) 237 0.286
(1.00)
0.133
(1.00)
0.00488
(1.00)
0.753
(1.00)
0.732
(1.00)
TXNDC8 6 (2%) 242 0.439
(1.00)
0.46
(1.00)
0.32
(1.00)
0.667
(1.00)
1
(1.00)
TNFRSF11B 11 (4%) 237 0.329
(1.00)
0.398
(1.00)
0.644
(1.00)
0.753
(1.00)
0.499
(1.00)
DPP4 14 (6%) 234 0.276
(1.00)
0.0989
(1.00)
0.02
(1.00)
1
(1.00)
1
(1.00)
XPA 7 (3%) 241 0.169
(1.00)
0.9
(1.00)
0.981
(1.00)
0.236
(1.00)
0.092
(1.00)
NAA25 17 (7%) 231 0.336
(1.00)
0.0537
(1.00)
0.178
(1.00)
0.794
(1.00)
0.415
(1.00)
CCNE2 8 (3%) 240 0.811
(1.00)
0.215
(1.00)
0.809
(1.00)
0.451
(1.00)
0.0376
(1.00)
CXORF65 7 (3%) 241 0.548
(1.00)
0.825
(1.00)
0.991
(1.00)
1
(1.00)
0.396
(1.00)
EPS8 12 (5%) 236 0.605
(1.00)
0.121
(1.00)
0.595
(1.00)
1
(1.00)
1
(1.00)
PSMC6 9 (4%) 239 0.264
(1.00)
0.863
(1.00)
0.0573
(1.00)
0.497
(1.00)
0.119
(1.00)
ZNF367 8 (3%) 240 0.449
(1.00)
0.365
(1.00)
0.628
(1.00)
0.127
(1.00)
1
(1.00)
ZNF766 12 (5%) 236 0.364
(1.00)
0.22
(1.00)
0.404
(1.00)
0.552
(1.00)
1
(1.00)
ASPN 9 (4%) 239 0.35
(1.00)
0.0263
(1.00)
0.376
(1.00)
1
(1.00)
1
(1.00)
L1TD1 16 (6%) 232 0.261
(1.00)
0.326
(1.00)
0.00906
(1.00)
0.588
(1.00)
0.568
(1.00)
PON1 11 (4%) 237 0.303
(1.00)
0.0454
(1.00)
0.0722
(1.00)
0.753
(1.00)
1
(1.00)
SLC20A1 11 (4%) 237 0.261
(1.00)
0.712
(1.00)
0.404
(1.00)
0.753
(1.00)
1
(1.00)
GC 12 (5%) 236 0.339
(1.00)
0.647
(1.00)
0.0105
(1.00)
0.0631
(1.00)
0.52
(1.00)
TMEM225 9 (4%) 239 0.333
(1.00)
0.35
(1.00)
0.115
(1.00)
0.497
(1.00)
0.709
(1.00)
RG9MTD3 8 (3%) 240 0.362
(1.00)
0.6
(1.00)
0.487
(1.00)
0.27
(1.00)
0.688
(1.00)
GNG4 5 (2%) 243 0.552
(1.00)
0.879
(1.00)
0.461
(1.00)
0.168
(1.00)
0.327
(1.00)
GPHB5 5 (2%) 243 0.716
(1.00)
0.123
(1.00)
0.149
(1.00)
1
(1.00)
0.617
(1.00)
KLRC4 5 (2%) 243 0.636
(1.00)
0.714
(1.00)
0.933
(1.00)
0.342
(1.00)
0.128
(1.00)
OR2B2 9 (4%) 239 0.863
(1.00)
0.564
(1.00)
0.00167
(1.00)
1
(1.00)
0.709
(1.00)
OR8K3 8 (3%) 240 0.628
(1.00)
0.151
(1.00)
0.000594
(0.896)
0.719
(1.00)
1
(1.00)
LCE2C 4 (2%) 244 0.632
(1.00)
0.809
(1.00)
0.0235
(1.00)
1
(1.00)
0.303
(1.00)
ADAMTS19 19 (8%) 229 0.779
(1.00)
0.244
(1.00)
0.0471
(1.00)
1
(1.00)
0.789
(1.00)
NR3C1 14 (6%) 234 0.305
(1.00)
0.0743
(1.00)
0.0202
(1.00)
0.392
(1.00)
0.539
(1.00)
C3AR1 8 (3%) 240 0.274
(1.00)
0.554
(1.00)
0.0085
(1.00)
1
(1.00)
1
(1.00)
GIPC2 9 (4%) 239 0.851
(1.00)
0.042
(1.00)
0.376
(1.00)
0.497
(1.00)
0.709
(1.00)
NEBL 18 (7%) 230 0.646
(1.00)
0.451
(1.00)
0.389
(1.00)
0.313
(1.00)
1
(1.00)
ARHGEF6 16 (6%) 232 0.4
(1.00)
0.748
(1.00)
0.277
(1.00)
0.79
(1.00)
1
(1.00)
ZNF645 10 (4%) 238 0.353
(1.00)
0.879
(1.00)
0.0527
(1.00)
1
(1.00)
0.293
(1.00)
BCHE 14 (6%) 234 0.237
(1.00)
0.662
(1.00)
0.02
(1.00)
0.392
(1.00)
0.362
(1.00)
OR5H14 8 (3%) 240 0.445
(1.00)
0.116
(1.00)
0.343
(1.00)
0.27
(1.00)
1
(1.00)
ACVR1 10 (4%) 238 0.405
(1.00)
0.739
(1.00)
0.707
(1.00)
0.318
(1.00)
0.293
(1.00)
CCDC110 12 (5%) 236 0.84
(1.00)
0.409
(1.00)
0.00877
(1.00)
0.229
(1.00)
1
(1.00)
OAZ3 8 (3%) 240 0.393
(1.00)
0.219
(1.00)
0.518
(1.00)
0.451
(1.00)
0.688
(1.00)
BMP5 13 (5%) 235 0.221
(1.00)
0.167
(1.00)
0.00507
(1.00)
0.551
(1.00)
0.524
(1.00)
PLA2G2E 5 (2%) 243 0.495
(1.00)
0.307
(1.00)
0.0343
(1.00)
0.663
(1.00)
1
(1.00)
CNBD1 11 (4%) 237 0.269
(1.00)
0.0411
(1.00)
0.644
(1.00)
0.518
(1.00)
1
(1.00)
ENPP5 10 (4%) 238 0.386
(1.00)
0.181
(1.00)
0.396
(1.00)
0.501
(1.00)
1
(1.00)
OAS2 15 (6%) 233 0.263
(1.00)
0.762
(1.00)
0.666
(1.00)
0.4
(1.00)
0.563
(1.00)
PPIG 16 (6%) 232 0.291
(1.00)
0.167
(1.00)
0.401
(1.00)
0.182
(1.00)
0.568
(1.00)
SRD5A2 6 (2%) 242 0.562
(1.00)
0.596
(1.00)
0.32
(1.00)
0.667
(1.00)
0.193
(1.00)
ESR1 11 (4%) 237 0.329
(1.00)
0.317
(1.00)
0.653
(1.00)
0.518
(1.00)
0.179
(1.00)
OR9G4 8 (3%) 240 0.382
(1.00)
0.859
(1.00)
0.343
(1.00)
0.0537
(1.00)
1
(1.00)
FAM133A 6 (2%) 242 0.562
(1.00)
0.00857
(1.00)
0.00195
(1.00)
0.0971
(1.00)
1
(1.00)
HSD17B11 8 (3%) 240 0.19
(1.00)
0.91
(1.00)
0.982
(1.00)
1
(1.00)
1
(1.00)
OR4K1 8 (3%) 240 0.401
(1.00)
0.821
(1.00)
0.982
(1.00)
0.451
(1.00)
1
(1.00)
SLC9A11 16 (6%) 232 0.867
(1.00)
0.391
(1.00)
0.0976
(1.00)
0.79
(1.00)
0.773
(1.00)
OR2M7 8 (3%) 240 0.387
(1.00)
0.664
(1.00)
0.518
(1.00)
1
(1.00)
0.688
(1.00)
C11ORF67 5 (2%) 243 0.797
(1.00)
0.38
(1.00)
0.933
(1.00)
0.663
(1.00)
0.327
(1.00)
C20ORF152 11 (4%) 237 0.598
(1.00)
0.923
(1.00)
0.644
(1.00)
1
(1.00)
0.499
(1.00)
PPFIA2 25 (10%) 223 0.141
(1.00)
0.52
(1.00)
0.068
(1.00)
1
(1.00)
0.482
(1.00)
PHB 9 (4%) 239 0.392
(1.00)
0.54
(1.00)
0.579
(1.00)
1
(1.00)
0.709
(1.00)
BCL6B 11 (4%) 237 0.722
(1.00)
0.788
(1.00)
0.157
(1.00)
1
(1.00)
0.732
(1.00)
FIGNL1 11 (4%) 237 0.379
(1.00)
0.0642
(1.00)
0.00658
(1.00)
0.34
(1.00)
1
(1.00)
KLK6 8 (3%) 240 0.458
(1.00)
0.5
(1.00)
0.487
(1.00)
1
(1.00)
1
(1.00)
SLC48A1 5 (2%) 243 0.601
(1.00)
0.645
(1.00)
0.461
(1.00)
0.663
(1.00)
1
(1.00)
CNTN6 21 (8%) 227 0.177
(1.00)
0.624
(1.00)
0.0435
(1.00)
0.638
(1.00)
0.803
(1.00)
OR4C13 8 (3%) 240 0.492
(1.00)
0.178
(1.00)
0.343
(1.00)
0.719
(1.00)
1
(1.00)
POTEF 17 (7%) 231 0.759
(1.00)
0.693
(1.00)
0.0255
(1.00)
1
(1.00)
1
(1.00)
GNPTAB 20 (8%) 228 0.219
(1.00)
0.308
(1.00)
0.125
(1.00)
0.465
(1.00)
0.603
(1.00)
CDH7 19 (8%) 229 0.179
(1.00)
0.86
(1.00)
0.0394
(1.00)
0.805
(1.00)
0.604
(1.00)
DAPP1 8 (3%) 240 0.568
(1.00)
0.462
(1.00)
0.343
(1.00)
0.719
(1.00)
0.688
(1.00)
DCBLD2 13 (5%) 235 0.856
(1.00)
0.112
(1.00)
0.946
(1.00)
0.0667
(1.00)
0.756
(1.00)
LEF1 9 (4%) 239 0.617
(1.00)
0.0331
(1.00)
0.759
(1.00)
0.281
(1.00)
1
(1.00)
LPL 12 (5%) 236 0.359
(1.00)
0.126
(1.00)
0.595
(1.00)
1
(1.00)
0.319
(1.00)
PPP1R3A 22 (9%) 226 0.151
(1.00)
0.198
(1.00)
0.179
(1.00)
0.818
(1.00)
0.803
(1.00)
BRDT 14 (6%) 234 0.275
(1.00)
0.135
(1.00)
0.0043
(1.00)
0.392
(1.00)
0.764
(1.00)
MS4A1 6 (2%) 242 0.587
(1.00)
0.59
(1.00)
0.897
(1.00)
0.019
(1.00)
1
(1.00)
ZBBX 12 (5%) 236 0.319
(1.00)
0.0217
(1.00)
0.0105
(1.00)
0.756
(1.00)
0.52
(1.00)
CACNB4 11 (4%) 237 0.416
(1.00)
0.368
(1.00)
0.404
(1.00)
0.34
(1.00)
0.499
(1.00)
FAM172A 10 (4%) 238 0.392
(1.00)
0.395
(1.00)
0.00676
(1.00)
0.739
(1.00)
0.732
(1.00)
OR5H6 7 (3%) 241 0.356
(1.00)
0.204
(1.00)
0.294
(1.00)
0.694
(1.00)
0.677
(1.00)
RUNX1T1 15 (6%) 233 0.279
(1.00)
0.286
(1.00)
0.025
(1.00)
0.78
(1.00)
0.369
(1.00)
POLDIP2 7 (3%) 241 0.442
(1.00)
0.249
(1.00)
0.601
(1.00)
0.428
(1.00)
0.396
(1.00)
ABHD4 10 (4%) 238 0.576
(1.00)
0.437
(1.00)
0.396
(1.00)
0.739
(1.00)
0.293
(1.00)
ATP6V1C2 12 (5%) 236 0.314
(1.00)
0.0315
(1.00)
0.00877
(1.00)
1
(1.00)
0.52
(1.00)
C13ORF33 7 (3%) 241 0.458
(1.00)
0.751
(1.00)
0.856
(1.00)
1
(1.00)
1
(1.00)
CASC4 8 (3%) 240 0.561
(1.00)
0.251
(1.00)
0.518
(1.00)
0.719
(1.00)
1
(1.00)
EXOSC9 10 (4%) 238 0.368
(1.00)
0.893
(1.00)
0.396
(1.00)
1
(1.00)
0.732
(1.00)
FATE1 6 (2%) 242 0.607
(1.00)
0.961
(1.00)
0.32
(1.00)
0.415
(1.00)
0.667
(1.00)
FRA10AC1 7 (3%) 241 0.334
(1.00)
0.866
(1.00)
0.294
(1.00)
0.694
(1.00)
1
(1.00)
HIST1H2AG 7 (3%) 241 0.542
(1.00)
0.416
(1.00)
0.991
(1.00)
0.0485
(1.00)
1
(1.00)
ITM2B 6 (2%) 242 0.52
(1.00)
0.688
(1.00)
0.897
(1.00)
1
(1.00)
1
(1.00)
LINGO2 12 (5%) 236 0.288
(1.00)
0.0178
(1.00)
0.0209
(1.00)
0.229
(1.00)
0.52
(1.00)
SARNP 5 (2%) 243 0.496
(1.00)
0.656
(1.00)
0.461
(1.00)
0.663
(1.00)
1
(1.00)
SLK 18 (7%) 230 0.19
(1.00)
0.0952
(1.00)
0.0538
(1.00)
0.616
(1.00)
1
(1.00)
SPINK7 5 (2%) 243 0.514
(1.00)
0.153
(1.00)
0.933
(1.00)
0.663
(1.00)
1
(1.00)
TBC1D15 12 (5%) 236 0.262
(1.00)
0.234
(1.00)
0.166
(1.00)
1
(1.00)
0.52
(1.00)
CSGALNACT1 13 (5%) 235 0.258
(1.00)
0.997
(1.00)
0.102
(1.00)
0.551
(1.00)
1
(1.00)
TECRL 9 (4%) 239 0.363
(1.00)
0.556
(1.00)
0.987
(1.00)
0.281
(1.00)
0.709
(1.00)
ZBTB6 8 (3%) 240 0.412
(1.00)
0.398
(1.00)
0.0873
(1.00)
0.451
(1.00)
0.688
(1.00)
SLMO1 6 (2%) 242 0.429
(1.00)
0.328
(1.00)
0.228
(1.00)
1
(1.00)
1
(1.00)
PGBD2 13 (5%) 235 0.261
(1.00)
0.755
(1.00)
0.4
(1.00)
0.378
(1.00)
1
(1.00)
GCET2 6 (2%) 242 0.542
(1.00)
0.698
(1.00)
0.897
(1.00)
0.415
(1.00)
0.667
(1.00)
SLC16A7 12 (5%) 236 0.287
(1.00)
0.595
(1.00)
0.0914
(1.00)
0.756
(1.00)
1
(1.00)
HINT3 4 (2%) 244 0.67
(1.00)
0.518
(1.00)
0.328
(1.00)
1
(1.00)
0.577
(1.00)
BRCC3 8 (3%) 240 0.716
(1.00)
0.559
(1.00)
0.000594
(0.896)
0.719
(1.00)
0.452
(1.00)
DYRK1A 12 (5%) 236 0.939
(1.00)
0.386
(1.00)
0.595
(1.00)
0.552
(1.00)
1
(1.00)
DUXA 7 (3%) 241 0.426
(1.00)
0.41
(1.00)
0.294
(1.00)
0.694
(1.00)
0.677
(1.00)
FRMD3 12 (5%) 236 0.273
(1.00)
0.479
(1.00)
0.00139
(1.00)
1
(1.00)
1
(1.00)
G6PC2 10 (4%) 238 0.306
(1.00)
0.859
(1.00)
0.0913
(1.00)
1
(1.00)
0.293
(1.00)
MIPOL1 11 (4%) 237 0.308
(1.00)
0.291
(1.00)
0.404
(1.00)
0.753
(1.00)
0.499
(1.00)
MMP10 10 (4%) 238 0.479
(1.00)
0.573
(1.00)
0.00231
(1.00)
1
(1.00)
0.066
(1.00)
ORAI1 7 (3%) 241 0.439
(1.00)
0.578
(1.00)
0.432
(1.00)
0.236
(1.00)
0.396
(1.00)
RAB3GAP1 16 (6%) 232 0.98
(1.00)
0.596
(1.00)
0.35
(1.00)
1
(1.00)
0.773
(1.00)
PSIP1 12 (5%) 236 0.145
(1.00)
0.0166
(1.00)
0.016
(1.00)
0.229
(1.00)
0.741
(1.00)
RRAS2 4 (2%) 244 0.752
(1.00)
0.0717
(1.00)
0.961
(1.00)
0.608
(1.00)
0.0639
(1.00)
CEP290 26 (10%) 222 0.465
(1.00)
0.5
(1.00)
0.108
(1.00)
0.514
(1.00)
0.17
(1.00)
SEPT10 8 (3%) 240 0.383
(1.00)
0.545
(1.00)
0.343
(1.00)
0.27
(1.00)
0.111
(1.00)
ZFP90 12 (5%) 236 0.28
(1.00)
0.265
(1.00)
0.0105
(1.00)
1
(1.00)
1
(1.00)
NOL4 23 (9%) 225 0.421
(1.00)
0.218
(1.00)
0.247
(1.00)
1
(1.00)
0.629
(1.00)
OR51G1 9 (4%) 239 0.463
(1.00)
0.215
(1.00)
0.00296
(1.00)
0.497
(1.00)
1
(1.00)
VBP1 7 (3%) 241 0.558
(1.00)
0.0833
(1.00)
0.856
(1.00)
0.694
(1.00)
1
(1.00)
'CTNNB1 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 1.04e-05 (Chi-square test), Q value = 0.016

Table S1.  Gene #3: 'CTNNB1 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
CTNNB1 MUTATED 69 1 2 2 0 0 0
CTNNB1 WILD-TYPE 113 2 6 0 5 4 44

Figure S1.  Get High-res Image Gene #3: 'CTNNB1 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'PTEN MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 5.44e-19 (Chi-square test), Q value = 8.3e-16

Table S2.  Gene #9: 'PTEN MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
PTEN MUTATED 146 2 6 1 4 1 1
PTEN WILD-TYPE 36 1 2 1 1 3 43

Figure S2.  Get High-res Image Gene #9: 'PTEN MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'TP53 MUTATION STATUS' versus 'AGE'

P value = 6.15e-06 (t-test), Q value = 0.0094

Table S3.  Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #2: 'AGE'

nPatients Mean (Std.Dev)
ALL 248 63.1 (11.1)
TP53 MUTATED 69 67.9 (9.4)
TP53 WILD-TYPE 179 61.3 (11.2)

Figure S3.  Get High-res Image Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #2: 'AGE'

'TP53 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 3.98e-23 (Chi-square test), Q value = 6.1e-20

Table S4.  Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
TP53 MUTATED 23 0 0 0 4 3 39
TP53 WILD-TYPE 159 3 8 2 1 1 5

Figure S4.  Get High-res Image Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'TP53 MUTATION STATUS' versus 'NEOADJUVANT.THERAPY'

P value = 6.08e-05 (Fisher's exact test), Q value = 0.092

Table S5.  Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #5: 'NEOADJUVANT.THERAPY'

nPatients NO YES
ALL 68 180
TP53 MUTATED 32 37
TP53 WILD-TYPE 36 143

Figure S5.  Get High-res Image Gene #10: 'TP53 MUTATION STATUS' versus Clinical Feature #5: 'NEOADJUVANT.THERAPY'

'ANKRD31 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 4.87e-05 (Chi-square test), Q value = 0.074

Table S6.  Gene #28: 'ANKRD31 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
ANKRD31 MUTATED 12 1 1 0 3 0 0
ANKRD31 WILD-TYPE 170 2 7 2 2 4 44

Figure S6.  Get High-res Image Gene #28: 'ANKRD31 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'SH3BGRL MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 2.07e-05 (Chi-square test), Q value = 0.031

Table S7.  Gene #188: 'SH3BGRL MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
SH3BGRL MUTATED 4 0 0 0 2 0 0
SH3BGRL WILD-TYPE 178 3 8 2 3 4 44

Figure S7.  Get High-res Image Gene #188: 'SH3BGRL MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'S100A12 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 1.18e-06 (Chi-square test), Q value = 0.0018

Table S8.  Gene #207: 'S100A12 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
S100A12 MUTATED 3 0 0 0 2 0 0
S100A12 WILD-TYPE 179 3 8 2 3 4 44

Figure S8.  Get High-res Image Gene #207: 'S100A12 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'C4ORF33 MUTATION STATUS' versus 'Time to Death'

P value = 0.000124 (logrank test), Q value = 0.19

Table S9.  Gene #223: 'C4ORF33 MUTATION STATUS' versus Clinical Feature #1: 'Time to Death'

nPatients nDeath Duration Range (Median), Month
ALL 248 17 0.0 - 173.6 (22.2)
C4ORF33 MUTATED 4 1 4.8 - 17.8 (8.2)
C4ORF33 WILD-TYPE 244 16 0.0 - 173.6 (22.5)

Figure S9.  Get High-res Image Gene #223: 'C4ORF33 MUTATION STATUS' versus Clinical Feature #1: 'Time to Death'

'GLRX3 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 0.000147 (Chi-square test), Q value = 0.22

Table S10.  Gene #226: 'GLRX3 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
GLRX3 MUTATED 5 0 0 0 2 0 0
GLRX3 WILD-TYPE 177 3 8 2 3 4 44

Figure S10.  Get High-res Image Gene #226: 'GLRX3 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'SLC16A10 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 3.06e-05 (Chi-square test), Q value = 0.046

Table S11.  Gene #248: 'SLC16A10 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
SLC16A10 MUTATED 5 1 1 0 2 0 0
SLC16A10 WILD-TYPE 177 2 7 2 3 4 44

Figure S11.  Get High-res Image Gene #248: 'SLC16A10 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'SLC10A5 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 1.45e-05 (Chi-square test), Q value = 0.022

Table S12.  Gene #258: 'SLC10A5 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
SLC10A5 MUTATED 3 1 2 0 1 0 0
SLC10A5 WILD-TYPE 179 2 6 2 4 4 44

Figure S12.  Get High-res Image Gene #258: 'SLC10A5 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'CDKN1B MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 0.000147 (Chi-square test), Q value = 0.22

Table S13.  Gene #261: 'CDKN1B MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
CDKN1B MUTATED 5 0 0 0 2 0 0
CDKN1B WILD-TYPE 177 3 8 2 3 4 44

Figure S13.  Get High-res Image Gene #261: 'CDKN1B MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

'ALKBH6 MUTATION STATUS' versus 'HISTOLOGICAL.TYPE'

P value = 2.07e-05 (Chi-square test), Q value = 0.031

Table S14.  Gene #301: 'ALKBH6 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

nPatients ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1 OR 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 1) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 2) ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA (GRADE 3) MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
ALL 182 3 8 2 5 4 44
ALKBH6 MUTATED 4 0 0 0 2 0 0
ALKBH6 WILD-TYPE 178 3 8 2 3 4 44

Figure S14.  Get High-res Image Gene #301: 'ALKBH6 MUTATION STATUS' versus Clinical Feature #3: 'HISTOLOGICAL.TYPE'

Methods & Data
Input
  • Mutation data file = UCEC.mutsig.cluster.txt

  • Clinical data file = UCEC.clin.merged.picked.txt

  • Number of patients = 248

  • Number of significantly mutated genes = 305

  • Number of selected clinical features = 5

  • Exclude genes that fewer than K tumors have mutations, K = 3

Survival analysis

For survival clinical features, the Kaplan-Meier survival curves of tumors with and without gene mutations were plotted and the statistical significance P values were estimated by logrank test (Bland and Altman 2004) using the 'survdiff' function in R

Student's t-test analysis

For continuous numerical clinical features, two-tailed Student's t test with unequal variance (Lehmann and Romano 2005) was applied to compare the clinical values between tumors with and without gene mutations using 't.test' function in R

Chi-square test

For multi-class clinical features (nominal or ordinal), Chi-square tests (Greenwood and Nikulin 1996) were used to estimate the P values using the 'chisq.test' function in R

Fisher's exact test

For binary or multi-class clinical features (nominal or ordinal), two-tailed Fisher's exact tests (Fisher 1922) were used to estimate the P values using the 'fisher.test' function in R

Q value calculation

For multiple hypothesis correction, Q value is the False Discovery Rate (FDR) analogue of the P value (Benjamini and Hochberg 1995), defined as the minimum FDR at which the test may be called significant. We used the 'Benjamini and Hochberg' method of 'p.adjust' function in R to convert P values into Q values.

Download Results

This is an experimental feature. The full results of the analysis summarized in this report can be downloaded from the TCGA Data Coordination Center.

References
[1] Bland and Altman, Statistics notes: The logrank test, BMJ 328(7447):1073 (2004)
[2] Lehmann and Romano, Testing Statistical Hypotheses (3E ed.), New York: Springer. ISBN 0387988645 (2005)
[3] Greenwood and Nikulin, A guide to chi-squared testing, Wiley, New York. ISBN 047155779X (1996)
[4] Fisher, R.A., On the interpretation of chi-square from contingency tables, and the calculation of P, Journal of the Royal Statistical Society 85(1):87-94 (1922)
[5] Benjamini and Hochberg, Controlling the false discovery rate: a practical and powerful approach to multiple testing, Journal of the Royal Statistical Society Series B 59:289-300 (1995)