GENE
stringlengths
1
15
WT_1
float64
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LKB1_KO
float64
-52.01
78
PTEN_KO
float64
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VHL_KO
float64
-52.01
78
WT_2
float64
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78
CDH1_KO
float64
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78
NF2_KO
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BAP1_KO
float64
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WT_3
float64
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ARID1A_KD
float64
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PBRM1_KO
float64
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WT_4
float64
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78
KEAP1_KO
float64
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NF1_KO
float64
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RB1_KO
float64
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TP53_KO
float64
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TP53BP1_KO
float64
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78
ZNF709
-11.292
-7.675
-10.142
-12.454
-10.8
-13.893
-17.352
-7.744
-9.933
-6.677
-10.279
-16.044
-14.428
-8.893
-13.347
-12.052
-13.646
ZNF71
-16.625
-19.679
-18.791
-26.727
-12.144
-20.853
-16.015
-28.722
-22.832
-14.003
-18.565
-18.222
-22.047
-16.548
-18.843
-24.186
-21.469
ZNF710
-10.251
-13.487
-16.789
-21.558
-17.36
-13.687
-10.49
-17.762
-20.525
-10.218
-19.452
-15.74
-22.945
-23.094
-21.735
-20.11
-15.357
ZNF711
-18.966
-16.739
-25.864
-17.879
-16.357
-14.683
-24.894
-14.164
-16.989
-21.239
-21.337
-19.56
-17.16
-26.14
-16.981
-13.318
-12.738
ZNF713
-28.406
-19.644
-22.652
-23.939
-19.837
-19.627
-14.734
-21.205
-23.306
-19.755
-17.67
-16.28
-21.925
-15.175
-17.507
-16.644
-21.098
ZNF720
-6.071
-11.773
-11.697
-11.898
-8.714
-8.534
-8.531
-8.814
-12.61
-8.878
-6.687
-10.889
-11.853
-11.202
-10.623
-12.083
-9.838
ZNF721
-27.314
-22.447
-18.966
-18.966
-25.59
-24.473
-19.891
-21.353
-28.793
-24.258
-21.946
-19.88
-14.334
-17.735
-24.702
-22.283
-23.722
ZNF726
-21.833
-29.096
-15.861
-27.588
-18.085
-22.358
-24.65
-20.6
-18.638
-22.09
-17.56
-25.605
-13.174
-14.608
-15.179
-21.882
-14.809
ZNF728
-19.021
-20.522
-15.387
-30.108
-27.301
-27.246
-24.216
-27.044
-22.042
-31.629
-23.421
-20.92
-24.366
-26.507
-24.745
-29.298
-29.007
ZNF732
-8.9
-15.418
-10.564
-13.199
-11.562
-10.362
-11.161
-17.125
-12.375
-10.472
-11.164
-10.397
-10.545
-7.25
-17.488
-11.64
-15.789
ZNF736
-7.573
-4.349
-3.919
-9.151
-5.852
-5.527
-8.772
-6.618
-7.277
-2.291
-10.995
-5.927
-8.539
-6.018
-5.85
-6.336
-6.732
ZNF738
-4.059
-5.854
-2.43
-6.536
-3.393
-3.916
-7.557
-1.624
-2.417
-0.976
-3.282
-5.476
-4.208
-3.1
-4.545
-8.551
0.92
ZNF74
-24.17
-25.804
-23.072
-21.669
-23.975
-19.638
-26.365
-23.23
-21.028
-18.765
-20.168
-19.07
-20.84
-19.581
-22.873
-19.52
-29.77
ZNF740
-6.487
-2.607
-7.407
-1.97
-4.225
-3.76
-11.423
-10.247
-4.425
-9.771
-12.278
-22.419
-16.47
-6.061
-14.966
-4.411
-30.369
ZNF746
-29.517
-22.319
-19.168
-24.886
-20.257
-27.456
-19.839
-16.435
-18.692
-25.722
-23.854
-18.831
-22.638
-16.545
-24.769
-15.67
-22.975
ZNF747
-6.669
-12.76
-14.468
-7.066
-9.5
0.216
-7.862
-7.413
-16.306
-8.454
-15.515
1.17
-8.957
-8.569
-9.575
-11.121
-14.132
ZNF749
-22.123
-21.696
-26.272
-25.418
-21.735
-22.873
-22.025
-23.487
-22.548
-23.144
-14.158
-23.467
-19.096
-25.46
-25.614
-20.952
-30.18
ZNF750
1.243
-2.101
-14.005
-10.201
-9.201
-11.727
-13.494
-4.143
-14.924
-10.82
-12.772
-11.317
-2.754
-9.687
-4.586
-11.426
-11.009
ZNF75A
-10.737
-15.115
-16.411
-14.974
-11.725
-11.016
-20.909
-17.145
-14.854
-7.987
-16.514
-21.098
-22.725
-12.936
-8.94
-11.347
-17.854
ZNF75D
-4.115
-6.176
-4.339
-7.316
-5.734
-7.345
0.18
-10.199
-4.836
-6.934
-18.172
-12.826
-12.966
-15.466
-11.58
-11.308
-1.631
ZNF76
4.259
-0.222
-0.163
-8.411
4.217
3.114
-0.11
2.649
8.029
-3.082
-0.05
-0.222
15.247
-19.847
-3.091
-1.507
-11.711
ZNF764
-13.681
-18.598
-14.483
-17.666
-11.526
-9.792
-13.961
-9.226
-7.659
-12.424
-15.238
-10.747
-15.853
-12.37
-16.054
-19.507
-12.442
ZNF765
-11.592
-10.192
-13.48
-18.062
-11.328
-14.34
-17.185
-12.445
-8.709
-10.489
-8.801
-11.356
-7.988
-10.037
-11.797
-10.053
-13.568
ZNF766
-7.474
-14.192
-3.137
-18.954
-15.198
-19.338
-20.044
-10.22
-18.265
-11.675
-10.115
-9.344
-11.872
-22.588
-14.291
-13.354
-15.312
ZNF768
-14.625
-14.37
-16.742
-9.131
-12.359
-6.595
-12.781
-11.876
-11.552
-4.586
-8.98
-18.498
-5.857
-17.701
-17.724
-3.373
-10.082
ZNF77
-15.444
-13.187
-9.114
-18.015
-12.673
-12.564
-20.427
-12.326
-20.315
-10.9
-16.029
-14.584
-16.524
-22.945
-16.587
-15.326
-21.502
ZNF770
-22.154
-16.785
-17.245
-18.096
-20.078
-17.246
-18.708
-22.083
-23.548
-18.042
-16.491
-24.268
-22.289
-34.37
-33.433
-31.251
-16.742
ZNF771
-17.174
-12.004
-11.078
-9.57
-6.361
-10.372
-8.654
-15.636
-2.967
-10.778
-19.258
-9.771
-20.181
6.587
-5.755
-22.188
-20.71
ZNF772
-9.539
-17.868
-10.654
-15.199
-11.714
-16.879
-10.151
-7.237
-8.598
-6.557
-4.069
-2.042
-1.58
-11.324
-9.743
-8.392
-8.309
ZNF774
-14.84
-6.328
-13.118
-17.518
-16.862
-11.946
-15.805
-15.308
-12.872
-16.006
-16.426
-14.542
-20.729
-9.498
-28.778
-17.341
-19.939
ZNF775
-18.912
-23.519
-18.755
-17.273
-18.193
-18.072
-22.112
-17.615
-18.191
-19.54
-20.766
-28.426
-15.745
-22.427
-15.735
-29.105
-15.325
ZNF776
-19.491
-16.907
-11.609
-16.883
-24.408
-18.687
-19.192
-19.467
-14.326
-16.436
-17.048
-24.043
-14.781
-25.497
-22.221
-21.375
-23.471
ZNF777
12.54
9.705
2.441
-2.622
17.173
7.99
9.705
19.936
16.107
11.04
14.585
-6.895
1.612
-6.161
-1.802
-1.228
13.42
ZNF778
-2.486
-10.676
-9.142
-3.342
-0.545
4.97
-0.811
-0.325
-2.955
-7.509
-5.648
-3.203
-8.429
4.827
-1.974
3.893
-2.518
ZNF780A
-5.395
-7.165
-7.062
-11.389
-7.652
-8.866
-14.643
-13.612
-7.01
-9.271
-8.735
-6.789
-6.564
-5.854
-9.091
-9.285
-9.311
ZNF780B
-32.633
-25.185
-17.949
-28.649
-19.939
-31.132
-24.742
-19.956
-21.129
-14.761
-21.449
-15.508
-21.631
-14.806
-22.562
-26.066
-17.64
ZNF781
-11.735
-17.201
-14.529
-14.594
-13.71
-14.23
-17.755
-13.609
-14.443
-12.519
-10.444
-9.255
-14.506
-8.23
-5.178
-4.927
-17.176
ZNF782
-17.7
-13.141
-12.228
-8.515
-12.582
-6.144
-19.653
-16.162
-9.807
-8.427
-16.991
-20.637
-18.498
-26.354
-17.951
-7.78
-19.653
ZNF783
-8.838
-11.934
-12.323
-10.538
-9.647
-14.048
-19.437
-6.784
-8.256
-16.912
-4.651
-12.208
-10.482
-7.128
-9.322
-17.944
-15.448
ZNF784
-6.897
-19.935
-11.632
-27.237
-13.402
-12.596
-15.716
-13.536
-13.9
-15.254
-11.119
-2.013
-10.021
-17.7
-10.486
-14.43
-8.427
ZNF785
-6.267
-13.98
-15.604
5.717
-11.557
-0.126
-11.772
-16.051
-9.353
-7.37
-10.46
-11.725
-12.037
-21.824
-9.057
-16.122
-10.305
ZNF786
-7.795
-14.378
-16.951
-21.663
-18.634
-5.331
-8.964
-17.874
-10.539
-11.158
-6.62
-13.553
-14.841
-1.776
-13.928
-8.921
-13.971
ZNF787
-3.085
-19.366
-8.46
-25.414
-6.241
-16.678
-7.422
-7.579
-11.411
-10.148
-3.415
-15.036
-9.478
-24.914
-2.569
-11.478
0.541
ZNF788
-7.243
-7.583
-7.277
-7.87
-6.46
-6.452
-8.87
-6.208
-7.79
-6.517
-5.542
-7.096
-6.693
-5.996
-7.377
-8.546
-6.633
ZNF789
-5.579
1.653
-16.641
-6.423
-9.97
-1.239
-2.101
-3.677
-5.743
-5.031
-11.819
-10.054
-3.984
-12.028
-5.693
-3.43
-14.91
ZNF79
-21.514
-14.863
-22.29
-23.573
-22.527
-24.318
-19.366
-14.951
-20.816
-19.516
-15.268
-26.848
-27.681
-13.926
-17.63
-19.703
-18.322
ZNF790
-12.3
-8.164
-10.679
-20.936
-10.496
-13.696
-22.892
-8.775
-12.886
-18.995
-17.786
-19.226
-13.419
-28.891
-20.614
-22.624
-7.772
ZNF791
-10.366
-22.996
-16.328
-13.597
-12.825
-22.553
-25.847
-9.273
-15.464
-13.252
-9.029
-16.99
-11.106
-8.651
-13.376
-19.306
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ZNF792
-6.618
-11.574
-4.644
-13.607
-10.247
-13.265
-16.37
-9.284
-6.344
-10.633
1.683
-13.484
-8.598
-18.403
-12.553
-18.457
-8.573
ZNF793
-19.997
-18.288
-15.587
-22.18
-17.911
-18.441
-20.17
-20.053
-12.596
-15.599
-7.835
-24.069
-15.184
-14.466
-18.148
-15.163
-15.227
ZNF8
-4.246
-11.078
0.763
-2.694
-7.293
-8.863
-3.478
-2.654
-12.108
-2.734
-12.549
-12.409
-10.014
-9.041
-5.914
-16.014
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ZNF80
-13.737
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-14.953
-23.052
-12.866
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-9.206
-26.092
-13.891
-9.802
-7.94
-4.82
-17.67
-18.684
-21.517
-8.228
-15.517
ZNF800
-18.483
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-19.969
-15.126
-17.715
-19.52
-17.312
-16.04
-18.692
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-6.985
-16.594
-26.529
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-19.927
-19.122
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ZNF804A
-16.567
-19.935
-20.94
-13.182
-16.114
-23.523
-20.482
-15.676
-18.829
-20.785
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-15.769
-16.867
-13.737
-17.724
-18.788
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ZNF804B
-14.987
-13.348
-12.888
-21.142
-14.406
-12.636
-16.178
-7.486
-12.661
-14.546
-16.305
-14.171
-9.972
-18.015
-17.246
-18.306
-16.297
ZNF805
-21.034
-22.136
-20.7
-21.348
-24.229
-22.73
-24.302
-21.329
-20.151
-20.837
-18.216
-18.791
-17.816
-22.865
-19.666
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ZNF808
-12.54
-19.8
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-17.158
-17.997
-22.18
-21.199
-25.034
-21.284
-21.95
-20.653
-12.774
-18.617
-34.499
-16.143
-21.796
-27.391
ZNF81
-11.655
-15.616
-16.704
-18.867
-10.446
-12.697
-10.382
-13.036
-12.857
-15.978
-11.426
-16.117
-16.642
-24.918
-19.997
-14.547
-8.049
ZNF812
-25.507
-29.265
-24.65
-22.419
-27.657
-30.201
-18.433
-24.066
-27.713
-21.262
-21.409
-24.757
-21.408
-21.053
-23.973
-25.534
-23.762
ZNF814
0.714
-10.867
-1.452
-17.277
-3.575
-15.087
-20.008
3.832
-8.202
-12.161
-2.438
-4.227
-14.263
-19.56
-9.159
-6.581
-20.259
ZNF816
-21.955
-24.188
-21.394
-17.965
-24.255
-21.7
-22.324
-27.232
-22.816
-21.332
-20.234
-22.334
-20.312
-25.408
-18.29
-24.127
-16.836
ZNF821
-18.735
-23.136
-23.437
-17.901
-17.504
-16.531
-24.011
-21
-17.274
-13.033
-21.764
-19.633
-17.177
-19.414
-16.952
-15.877
-15.376
ZNF823
-16.428
-20.228
-19.122
-23.194
-19.589
-17.258
-23.434
-22.208
-13.073
-11.303
-15.594
-18.808
-18.209
-18.316
-19.362
-13.161
-11.932
ZNF827
-17.407
-20.093
-20.736
-19.505
-21.843
-22.477
-18.751
-14.479
-23.002
-17.343
-19.218
-10.797
-15.781
-19.255
-16.765
-14.318
-22.462
ZNF829
-18.492
-17.128
-12.855
-23.822
-15.834
-24.022
-20.365
-15.953
-16.676
-19.023
-13.561
-16.405
-10.585
-20.993
-15.485
-19.977
-14.936
ZNF83
-21.249
-22.834
-17.561
-30.978
-16.373
-20.6
-21.831
-20.029
-22.751
-19.859
-18.554
-12.513
-15.663
-11.395
-25.006
-24.123
-17.073
ZNF830
17.692
5.351
17.896
-1.653
28.03
9.804
18.375
30.328
27.928
19.439
15.448
23.701
19.532
27.291
9.838
8.76
10.337
ZNF831
-17.108
-12.372
-13.054
-10.233
-15.773
-14.294
-11.193
-11.653
-13.25
-15.63
-7.173
-18.944
-22.154
-9.248
-15.212
-19.727
-17.804
ZNF835
-12.418
-15.708
-12.053
-23.24
-21.828
-18.043
-12.567
-13.532
-9.681
-5.863
-8.258
-12.555
-9.796
-21.782
-12.816
-15.262
-18.649
ZNF836
-22.474
-14.619
-15.376
-29.403
-25.389
-22.79
-15.812
-11.42
-23.471
-19.699
-20.505
-27.53
-18.553
-24.258
-25.398
-17.051
-18.46
ZNF837
-13.089
-19.655
-13.311
-20.672
-15.225
-15.048
-15.754
-5.837
-12.535
-10.463
-11.091
-10.875
-14.267
-24.001
-16.671
-16.689
-20.737
ZNF839
-2.378
-0.73
-7.567
-4.187
2.798
-8.924
-1.065
-6.269
-12.596
-10.479
-10.243
-5.207
-7
-8.927
-3.891
-5.542
-4.682
ZNF84
-14.983
-12.914
-19.953
-4.162
-11.967
-12.424
-13.309
-17.684
-13.63
-16.251
-11.3
-20.286
-12.665
-10.922
-11.832
-4.842
-8.829
ZNF841
-11.731
-16.307
-10.101
-18.564
-10.965
-12.768
-18.255
-16.147
-6.726
-10.989
-5.586
-18.416
-16.493
-15.402
-8.745
-11.117
-16.626
ZNF843
-14.001
-11.358
-19.925
-17.84
-12.204
-6.285
-11.243
-14.676
-19.914
-12.129
-18.639
-8.622
-30.978
-12.395
-11.025
-23.129
-14.434
ZNF844
-28.305
-37.956
-21.686
-28.182
-25.728
-19.745
-27.588
-27.208
-22.879
-22.86
-17.923
-23.261
-13.177
-29.432
-21.946
-15.836
-25.283
ZNF846
-25.242
-22.47
-24.354
-27.906
-29.937
-30.869
-31.015
-28.211
-27.418
-25.46
-24.101
-21.201
-21.857
-30.711
-24.394
-22.888
-25.815
ZNF85
-3.14
-7.913
0.881
-14.657
-7.486
-8.07
-9.468
4.859
-0.313
-5.351
-8.992
-3.2
-1.057
-10.08
-0.185
-5.452
-2.038
ZNF850
-12.78
-25.543
-22.21
-24.258
-20.741
-21.894
-29.658
-5.996
-16.756
-27.217
-17.487
-22.223
-19.634
-26.182
-32.247
-15.902
-18.897
ZNF852
-18.744
-15.365
-26.408
-25.128
-23.142
-22.915
-22.22
-15.682
-19.14
-10.018
-25.448
-6.714
-22.661
-14.372
-14.238
-22.816
-19.799
ZNF853
-11.981
-15.142
-12.915
-23.134
-14.473
-15.88
-25.081
-8.63
-9.721
-12.597
-15.817
-12.903
-19.899
-10.276
-19.329
-18.897
-13.986
ZNF860
-7.234
-11.608
-9.338
-13.078
-9.094
-10.57
-10.611
-11.757
-8.986
-6.587
-9.729
-11.991
-16.999
-10.4
-5.215
-13.638
-10.483
ZNF862
-17.551
-16.647
-15.564
-16.304
-19.401
-17.602
-16.635
-16.751
-16.216
-13.846
-16.663
-9.194
-20.233
-11.953
-18.296
-13.959
-13.986
ZNF865
-7.585
-12.939
-8.937
-23.811
-3.543
-13.248
-13.067
-14.579
-16.353
-11.653
-8.576
-12.634
-5.195
-25.955
-10.859
-3.014
-15.154
ZNF878
-5.113
-7.128
-7.169
-9.8
-4.013
-6.698
-7.462
-6.746
-5.007
-5.698
-6.787
-8.119
-9.568
-4.898
-7.157
-6.44
-8.1
ZNF879
-25.961
-25.341
-27.579
-21.728
-23.717
-22.929
-26.698
-21.183
-20.306
-26.607
-21.615
-24.838
-21.387
-17.056
-21.375
-23.406
-25.239
ZNF880
-24.264
-27.308
-21.899
-29.825
-21.925
-23.551
-38.39
-21.811
-22.348
-26.343
-24.104
-23.281
-12.286
-16.067
-16.697
-17.381
-27.869
ZNF891
-19.21
-21.011
-24.78
-17.827
-18.428
-23.648
-23.714
-21.971
-18.103
-16.495
-23.591
-23.704
-18.845
-22.829
-18.65
-22.548
-8.214
ZNF90
-26.721
-32.335
-27.063
-21.286
-22.422
-27.224
-30.222
-22.975
-20.29
-19.747
-23.427
-9.917
-20.951
-31.132
-15.501
-9.574
-41.462
ZNF91
-7.3
-5.719
-3.855
-6.677
-6.508
-7.722
-7.678
-4.518
-3.945
-3.595
-4.984
-6.484
-8.647
-8.709
-7.058
-4.651
-3.588
ZNF92
-6.128
-5.357
-5.925
-6.057
-3.04
-4.045
-8.592
-5.063
-2.394
-4.473
-1.087
-4.692
-9.223
-2.622
-6.557
-6.876
-5.914
ZNF93
-11.137
-13.109
-12.392
-13.79
-8.429
-14.39
-16.056
-9.668
-13.361
-7.681
-9.645
-13.822
-8.848
-14.546
-13.961
-11.014
-16.51
ZNFX1
-15.765
-15.684
-16.45
-16.237
-22.764
-23.691
-11.05
-9.264
-8.834
-18.707
-16.206
-12.257
-13.399
-15.684
-18.985
-20.938
-20.121
ZNHIT1
-0.526
-11.836
-5.781
5.806
-2.489
1.99
0.308
3.887
4.391
6.184
5.367
-3.903
-0.317
-10.1
-9.176
2.833
-16.587
ZNHIT2
34.745
32.251
57.686
39.93
35.967
35.502
36.732
30.451
33.61
29.238
34.636
41.371
35.096
35.621
46.729
41.508
32.704
ZNHIT3
15.047
16.089
20.777
13.874
15.146
9.506
14.812
16.839
19.716
13.5
26.407
33.387
31.172
16.533
32.865
25.098
31.197
ZNHIT6
4.301
4.448
11.207
3.661
12.449
8.44
6.955
16.391
6.762
15.977
7.383
10.526
8.875
-1.474
5.7
2.908
12.612
ZNRD1
6.036
12
12.479
-3.877
6.966
6.408
17.064
11.527
12.394
10.561
15.435
7.99
6.955
9.75
11.757
10.354
18.464
ZNRF1
-17.151
-18.551
-18.287
-14.025
-16.238
-20.001
-18.394
-19.412
-13.856
-19.945
-17.672
-21.523
-26.333
3.788
-7.112
-13.388
-15.825
ZNRF2
2.974
-4.912
-5.583
-9.866
3.225
-10.071
-11.406
-0.046
-3.7
1.739
3.361
-2.661
-0.554
-9.584
2.254
2.562
-2.397