GENE
stringlengths
1
15
WT_1
float64
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78
LKB1_KO
float64
-52.01
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PTEN_KO
float64
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VHL_KO
float64
-52.01
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WT_2
float64
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78
CDH1_KO
float64
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NF2_KO
float64
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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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KEAP1_KO
float64
-52.01
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NF1_KO
float64
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RB1_KO
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TP53_KO
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TP53BP1_KO
float64
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ZKSCAN8
-14.161
-14.043
-20.323
-25.189
-14.244
-14.619
-18.572
-20.086
-13.199
-18.266
-21.788
-15.319
-16.097
-20.192
-10.808
-16.822
-11.637
ZMAT1
-17.048
-16.117
-27.633
-13.611
-25.111
-19.528
-16.828
-7.753
-17.882
-18.277
-18.749
-13.853
-20.449
-9.705
-19.372
-17.728
-18.033
ZMAT2
-0.805
-5.32
-8.104
4.307
-0.132
1.769
-8.868
-13.146
-0.07
11.11
-14.306
0.881
-9.44
-8.88
3.59
-8.234
0.658
ZMAT3
-17.879
-16.307
-18.499
-19.851
-15.764
-22.235
-21.343
-17.781
-20.55
-18.384
-24.208
-23.659
-16.955
-23.289
-19.573
-21.319
-23.696
ZMAT4
-18.061
-14.85
-19.118
-11.683
-18.365
-13.614
-20.381
-18.851
-22.988
-17.79
-22.543
-18.535
-14.131
-21.573
-18.675
-22.474
-23.274
ZMAT5
2.628
-19.387
6.54
-5.709
6.79
4.62
-3.658
-5.312
3.325
15.921
1.237
-3.798
9.675
0.505
-0.685
-8.05
-2.528
ZMIZ1
-14.018
-17.63
-11.323
-13.117
-13.9
-16.074
-18.309
-11.665
-15.123
-16.524
-14.829
0.2
-18.124
-28.493
-14.592
-15.469
-12.877
ZMIZ2
-14.602
-20.122
-18.936
-10.899
-12.395
-19.609
-16.426
-12.475
-16.594
-13.884
-14.355
-15.156
-19.441
-16.529
-20.19
-19.24
-10.697
ZMPSTE24
-14.556
-17.797
-23.329
-8.358
-14.52
-7.868
-15.668
-18.268
-13.802
-8.143
-15.04
-10.163
-15.16
-12.218
-13.206
-14.005
-9.406
ZMYM1
-12.878
-15.32
-13.509
0.345
-17.13
-14.813
-14.809
-16.624
-12.429
-12.87
-11.063
-18.062
-9.375
-10.995
-14.263
-18.483
-16.268
ZMYM2
-12.436
-6.038
-9.442
-6.192
-6.247
-14.563
6.561
-2.928
-7.325
-9.94
-13.423
-8.135
-14.998
-10.51
-10.938
-17.868
5.231
ZMYM3
-18.145
-7.323
-26.576
-17.847
-21.993
-17.984
-18.043
-14.714
-18.914
-18.157
-20.61
-20.133
-22.218
-12.634
-17.001
-14.218
-18.863
ZMYM4
-9.866
-15.744
-11.261
-2.489
-14.153
-2.876
-15
-8.148
-10.936
-10.525
-17.425
-10.529
-10.88
-5.188
-16.062
-14.931
-16.731
ZMYM5
-14.404
-20.318
-21.623
-22.146
-15.32
-14.658
-4.003
-19.536
-13.791
-19.031
-22.06
-11.279
-21.87
-22.006
-21.748
-22.557
-15.517
ZMYM6
-16.076
-16.451
-15.337
-8.102
-16.879
-17.159
-17.724
-12.504
-14.362
-13.84
-21.092
-12.212
-15.086
-14.927
-20.088
-15.112
-14.512
ZMYM6NB
-19.023
-14.01
-17.496
-24.054
-13.321
-11.373
-10.73
-23.726
-14.286
-12.915
-17.803
-27.037
-20.034
-17.477
-17.673
-10.725
-14.041
ZMYND10
4.502
2.137
2.649
-11.308
-1.755
-0.248
-9.408
4.454
-8.737
6.002
-1.449
7.059
4.789
6.575
10.548
13.641
6.753
ZMYND11
0.914
-19.736
2.999
-1.687
-3.736
-19.109
-16.744
-3.76
-3.26
-13.332
2.557
-0.376
-10.944
-8.36
-21.716
-18.966
-5.929
ZMYND12
-10.216
-9.105
-9.25
1.11
-10.707
-5.955
-14.159
-10.002
-14.776
-11.435
-9.396
-10.929
-22.955
-6.291
-8.657
-16.05
-21.554
ZMYND15
-11.097
-13.474
-21.493
-14.325
-23.534
-15.22
-16.463
-22.21
-20.822
-12.555
-15.024
-11.54
-15.671
-13.249
-17.575
-16.029
-14.157
ZMYND19
2.684
6.081
8.376
0.5
2.004
6.861
-0.073
-11.03
-0.824
3.12
-1.725
8.97
-8.564
-7.081
-5.285
14.164
2.362
ZMYND8
-10.643
-14.33
-19.553
-15.193
-15.179
-18.898
-12.168
-19.196
-12.516
-16.56
-12.144
-13.559
-12.25
-2.645
-20.118
-10.098
-15.469
ZNF10
-17.289
-23.869
-13.687
-17.621
-21.096
-13.266
-15.734
-15.1
-12.869
-11.736
-20.024
-16.255
-11.554
-18.729
-12.025
-23.74
2.949
ZNF100
-8.083
-10.096
-7.772
-16.697
-8.363
-15.398
-14.002
-5.957
-7.603
-6.925
-11.868
-12.354
-9.947
-11.73
-5.617
-13.148
-3.6
ZNF101
8.551
-2.745
3.274
-5.637
2.274
-4.6
9.414
-3.361
7.738
-4.452
-4.208
-1.328
-2.164
-12.951
5.619
-2.895
8.941
ZNF106
-18.31
-22.508
-17.128
-12.141
-19.151
-18.286
-9.558
-18.051
-20.838
-18.069
-25.17
-17.35
-30.042
-20.099
-28.493
-24.739
-15.533
ZNF112
-18.443
-18.707
-14.726
-17.92
-12.15
-22.345
-20.807
-14.318
-18.714
-15.5
-12.461
-9.166
-14.111
-24.471
-12.223
-21.873
-17.878
ZNF114
-17.224
-13.089
-11.74
-23.534
-12.291
-15.137
-24.069
-11.472
-9.495
-11.152
-10.77
-19.794
-13.119
-10.298
-12.294
-19.589
-7.239
ZNF117
-11.031
-13.099
-10.199
-15.199
-7.033
-10.352
-12.91
-13.419
-9.75
-6.661
-12.455
-12.288
-10.06
-11.79
-11.735
-11.538
-14.295
ZNF12
-25.477
-22.779
-29.517
-32.247
-25.471
-29.84
-27.933
-26.584
-26.566
-28.211
-29.866
-18.336
-31.527
-21.932
-22.941
-27.418
-28.223
ZNF121
-18.631
-12.494
-17.375
-19.335
-14.531
-17.097
-19.607
-16.803
-12.243
-16.136
-6.905
-14.983
-17.939
-18.975
-14.256
-19.281
-22.14
ZNF124
-27.45
-30.12
-21.99
-29.432
-28.649
-28.196
-22.35
-26.965
-25.125
-32.247
-26.759
-20.418
-31.578
-22.886
-27.357
-27.615
-27.861
ZNF131
-5.721
8.424
-8.576
3.5
0.877
0.534
17.346
-0.542
-6.269
-5.115
-15.257
4.053
2.201
9.838
1.593
-0.408
-4.572
ZNF132
-6.255
-5.984
-9.718
-15.33
-10.576
-16.725
-13.353
-13.485
-4.782
-11.422
-4.558
-7.819
-4.647
-9.564
-11.078
-11.504
-11.031
ZNF133
-16.415
-15.91
-25.384
-13.319
-12.197
-22.779
-26.799
-25.239
-16.454
-23.514
-15.645
-8.427
-20.916
-16.368
-19.605
-8.857
-17.77
ZNF134
-18.716
-13.867
-17.392
-25.772
-20.158
-22.14
-20.236
-26.008
-18.357
-22.499
-17.128
-13.743
-27.029
-13.8
-14.914
-23.337
-18.247
ZNF135
-7.906
-28.319
-4.39
-23.157
-0.226
-15.135
-11.448
-14.359
-0.537
-6.326
-15.157
-13.628
-12.973
-26.888
-17.749
-13.509
-16.037
ZNF136
-12.248
-15.846
-15.225
-28.722
-20.516
-20.184
-17.788
-15.064
-13.553
-13.874
-12.189
-16.012
-18.746
-20.92
-13.173
-8.52
-9.086
ZNF138
-4.301
-8.378
-3.247
-7.239
-5.815
-7.526
-2.661
-4.759
-5.996
-5.817
-9.273
-7.959
-6.848
-11.901
-6.071
-7.654
-6.818
ZNF14
-24.586
-23.986
-14.842
-25.366
-17.65
-28.635
-26.482
-19.158
-13.276
-18.999
-16.582
-30.789
-21.047
-10.017
-16.632
-14.02
-23.624
ZNF140
-18.947
-13.696
-20.282
-19.187
-15.726
-8.73
-20.751
-18.962
-17.083
-11.4
-10.08
-17.772
-18.006
-24.607
-12.798
-19.559
-4.88
ZNF141
-22.357
-21.565
-20.412
-16.746
-22.709
-18.638
-21.149
-25.843
-25.722
-21.338
-23.168
-23.802
-23.085
-17.482
-21.129
-26.113
-24.342
ZNF142
-21.628
-15.742
-20.99
-13.688
-20.371
-19.66
-21.018
-25.181
-24.931
-24.139
-19.684
-19.002
-21.851
-21.855
-21.178
-17.251
-22.216
ZNF143
-12.071
-11.064
-11.241
-11.47
-14.758
-10.475
-13.798
-16.191
-13.453
-9.445
-13.407
-3.305
-10.539
-6.477
-9.475
-12.681
-0.742
ZNF146
-20.946
-26.026
-24.877
-30.329
-33.107
-27.765
-30.08
-21.013
-17.487
-24.987
-24.817
-21.202
-23.354
-21.539
-22.661
-24.048
-23.259
ZNF148
-11.99
-15.387
-4.558
-2.291
-5.873
-13.706
-10.267
-4.813
-7.377
-10.857
-5.686
-9.201
-2.425
-13.614
-11.021
-6.197
-17.969
ZNF154
-23.048
-21.495
-22.481
-26.195
-18.242
-15.877
-16.7
-14.899
-12.242
-21.571
-17.644
-19.987
-12.997
-24.177
-15.06
-22.211
-18.64
ZNF155
-13.839
-14.634
-14.974
-23.548
-10.23
-15.232
-23.376
-13.935
-7.683
-13.916
-9.868
-12.405
-17.397
-21.004
-15.173
-23.402
-24.211
ZNF157
-23.558
-24.771
-17.785
-20.522
-24.727
-20.74
-20.885
-19.734
-15.471
-19.805
-19.732
-18.827
-21.034
-14.674
-21.593
-23.927
-21.651
ZNF16
-20.476
-18.277
-12.31
-16.017
-16.456
-15.052
-21.438
-16.034
-18.535
-18.243
-21.803
-17.435
-14.337
-15.898
-19.549
-16.022
-13.471
ZNF160
-24.512
-25.362
-17.751
-23.131
-16.804
-24.436
-24.519
-19.72
-20.408
-23.503
-22.286
-17.083
-18.551
-22.923
-21.304
-23.902
-24.607
ZNF165
-22.413
-22.717
-26.976
-24.452
-20.84
-21.453
-21.18
-18.884
-19.491
-23.822
-24.366
-19.76
-18.689
-17.828
-21.896
-24.654
-23.5
ZNF169
-8.024
-3.203
-16.997
-2.495
-7.724
-16.57
-2.959
-8.838
-4.917
-9.284
-18.552
-5.007
-3.782
-5.517
-4.946
-2.909
-9.246
ZNF17
-18.251
-20.34
-20.71
-22.783
-17.07
-16.515
-14.271
-18.381
-20.593
-18.489
-20.862
-21.288
-19.507
-27.942
-17.418
-13.748
-18.471
ZNF174
-10.625
-1.537
-9.612
-13.199
-9.613
-4.199
-9.564
-0.568
-7.675
-10.58
-9.824
-14.714
-7.093
-11.813
-7.22
-11.373
-17.289
ZNF175
-14.431
-26.108
-19.835
-24.8
-17.938
-24.376
-18.018
-10.526
-16.856
-16.537
-18.307
-22.083
-21.255
-22.788
-24.656
-22.884
-12.712
ZNF177
-25.26
-19.531
-19.56
-22.696
-25.219
-26.794
-22.298
-20.656
-19.234
-23.208
-23.909
-15.051
-19.128
-18.898
-27.69
-18.131
-20.092
ZNF18
-27.778
-30.733
-29.478
-31.846
-28.687
-26.741
-28.71
-24.699
-31.1
-33.524
-24.229
-26.381
-16.552
-18.256
-26.113
-19.82
-24.636
ZNF180
-11.38
-22.67
-12.049
-13.456
-16.625
-18.429
-27.18
-21.997
-13.014
-15.966
-8.218
-19.624
-17.53
-13.29
-5.743
-17.099
-18.514
ZNF181
-17.42
-16.723
-17.886
-23.008
-13.629
-18.998
-14.851
-16.324
-16.973
-12.872
-18.671
-15.664
-15.221
-15
-14.361
-18.176
-20.822
ZNF182
-18.041
-23.487
-20.909
-11.631
-16.784
-18.186
-19.587
-13.199
-13.056
-12.265
-13.286
-25.089
-11.339
-20.03
-6.996
-19.847
-9.665
ZNF184
-14.68
-23.981
-18.205
-30.711
-19.327
-16.68
-17.794
-13.567
-21.335
-18.539
-15.084
-15.846
-21.432
-24.645
-11.943
-18.477
-10.411
ZNF185
-13.718
-6.359
-12.011
-14.134
-13.272
-20.067
-5.848
-9.099
-8.578
-8.83
-10.525
-2.85
-16.268
-8.627
-23.16
-21.057
-10.709
ZNF189
-26.448
-23.837
-24.796
-25.49
-24.65
-19.969
-21.908
-29.217
-23.402
-25.826
-25.143
-20.47
-23.443
-23.5
-25.315
-21.187
-18.803
ZNF19
-25.991
-27.698
-28.891
-19.944
-24.366
-17.964
-24.335
-24.523
-27.646
-18.918
-19.834
-20.956
-28.319
-18.403
-25.64
-15.928
-14.884
ZNF195
-19.378
-18.173
-16.535
-18.323
-20.059
-19.756
-16.753
-18.258
-19.275
-21.861
-11.958
-16.605
-13.474
-21.911
-19.914
-20.231
-18.296
ZNF197
-15.662
-14.737
-10.091
-23.67
-10.992
-21.435
-18.635
-1.856
-14.188
-7.688
-10.124
-6.133
-4.249
-15.289
-15.49
-6.524
-19.578
ZNF2
-24.924
-25.408
-23.387
-26.523
-21.646
-24.243
-21.195
-15.967
-26.303
-22.52
-23.758
-21.757
-23.108
-20.867
-25.574
-21.373
-23.351
ZNF20
-29.158
-19.086
-18.242
-22.901
-24.238
-19.944
-20.826
-14.737
-22.144
-15.189
-20.503
-17.838
-12.353
-26.303
-13.156
-14.254
-19.014
ZNF200
-5.702
-5.037
-5.893
-0.824
-6.293
-3.907
-16.6
-4.792
-9.505
4.172
-6.973
-15.864
-12.765
-11.258
-13.744
-9.604
-10.482
ZNF202
-1.028
2.3
-3.096
-1.217
-1.584
-7.636
-12.397
-5.981
3.4
-4.162
-2.688
-13.164
-10.243
-4.581
-6.989
-14.272
-3.213
ZNF205
4.603
4.344
2.148
15.784
-4.452
0.937
0.275
-1.038
6.39
2.962
1.582
11.611
2.574
11.269
1.031
1.074
-10.356
ZNF207
23.135
31.956
27.787
11.514
22.477
25.539
27.196
24.075
31.605
24.434
24.461
29.857
41.564
44.504
47.119
29.388
21.625
ZNF208
-30.065
-28.484
-23.295
-25.081
-26.9
-41.462
-21.291
-26.804
-31.813
-24.436
-29.449
-23.398
-25.235
-26.123
-23.415
-25.098
-22.919
ZNF211
-15.075
-21.432
-11.021
-17.413
-14.926
-21.014
-24.834
-15.472
-10.89
-20.709
-9.366
-22.407
-16.223
-12.686
-15.027
-18.758
-28.416
ZNF212
-12.789
-13.401
-16.501
-15.512
-17.99
-15.144
-27.906
-9.698
-16.533
-10.508
-11.149
-20.239
-18.011
-17.393
-14.833
-16.83
-14.695
ZNF213
1.763
7.729
3.49
1.942
0.045
6.123
-2.087
7.97
3.062
3.577
1.209
-7.831
3.196
10.199
0.391
2.632
-7.407
ZNF214
-15.94
-24.063
-19.595
-24.532
-21.527
-27.01
-30.153
-22.85
-17.048
-18.287
-18.215
-13.296
-11.172
-22.239
-25.843
-17.977
-19.477
ZNF215
-17.746
-16.954
-13.326
-25.181
-18.672
-30.624
-20.07
-15.217
-16.206
-13.336
-15.313
-14.349
-15.404
-12.901
-16.723
-14.477
-16.623
ZNF217
-8.401
-3.814
-19.999
-7.776
-12.3
-13.805
-0.182
-21.843
-11.509
-19.94
-14.876
-16.436
-16.611
2.722
-12.837
-12.818
-14.327
ZNF219
-13.447
-2.004
-4.633
-7.512
-4.755
-7.042
-3.669
-5.419
-4.618
-7.407
-7.673
-3.768
-10.351
-12.557
-4.256
-5.058
-10.65
ZNF22
5.351
4.475
-5.929
-10.192
-1.289
-2.329
-2.559
-4.567
-3.488
-6.554
-8.15
-5.077
-5.247
-18.771
-2.355
-1.243
-16.885
ZNF221
-21.808
-19.45
-15.419
-23.819
-14.636
-20.168
-25.507
-10.894
-17.086
-23.312
-17.401
-23.112
-18.808
-13.565
-17.822
-21.205
-24.592
ZNF222
-20.547
-20.406
-16.395
-19.258
-15.194
-17.896
-17.878
-19.186
-14.952
-13.826
-15.298
-15.795
-19.352
-24.579
-17.786
-18.788
-17.435
ZNF223
-12.292
-16.909
-20.578
-28.978
-11.59
-14.473
-27.199
-10.81
-13.674
-16.585
-16.428
-18.117
-12.706
-15.538
-11.513
-25.855
-17.47
ZNF224
-15.047
-21.048
-12.398
-26.024
-14.793
-20.64
-18.183
-13.477
-12.868
-5.877
-12.316
-7.565
-6.895
-14.096
-9.868
-9.804
-15.41
ZNF225
-10.258
-14.428
-11.796
-21.984
-7.497
-15.665
-18.374
-10.068
-9.818
-13.677
-13.902
-3.703
-14.645
-16.543
-7.671
-21.587
-23.514
ZNF226
-22.035
-25.135
-17.986
-22.905
-16.077
-16.506
-23.036
-16.877
-19.163
-18.116
-22.865
-12.113
-15.439
-19.948
-17.319
-22.993
-12.687
ZNF227
-18.192
-18.475
-12.765
-25.961
-18.387
-20.801
-19.699
-19.652
-19.204
-19.866
-21.284
-17.882
-10.875
-21.95
-16.564
-20.593
-18.622
ZNF229
-11.275
-22
-19.876
-19.854
-13.107
-12.302
-21.737
-12.193
-15.677
-14.676
-15.471
-24.194
-20.19
-14.17
-11.403
-19.987
-14.333
ZNF23
-20.56
-14.805
-20.623
-14.021
-20.56
-19.525
-8.693
-26.172
-11.211
-13.843
-11.917
-14.64
-14.773
-4.213
-15.486
-15.52
-12.793
ZNF230
-15.706
-24.954
-16.453
-23.968
-16.42
-16.237
-25.199
-15.908
-17.155
-24.556
-14.789
-11.728
-16.04
-22.694
-26.941
-7.648
-23.952
ZNF232
-14.175
-16.897
-9.562
-14.192
-14.711
-18.139
-13.024
-8.976
-0.926
-18.082
-9.151
-12.966
-14.326
-14.655
-6.88
-8.344
-10.115
ZNF233
-10.327
-13.299
-9.844
-8.673
-11.893
-10.175
-12.402
-2.629
-8.278
-13.222
-10.02
-4.988
-13.835
-9.547
-6.791
-17.363
-0.808
ZNF234
-16.626
-14.031
-12.433
-23.391
-24.22
-23.464
-27.05
-21.978
-16.508
-16.442
-19.107
-18.733
-18.346
-18.806
-18.85
-22.602
-15.407
ZNF235
-12.265
-16.083
-12.598
-22.827
-11.417
-13.541
-21.484
-11.92
-8.146
-11.664
-15.472
-20.83
-9.578
-22.889
-11.117
-22.58
-11.232
ZNF236
4.789
-3.828
-4.162
-3.696
-2.133
13.659
-7.819
1.395
3.507
12.085
9.24
7.896
19.914
-2.175
20.388
11.347
8.449
ZNF239
-10.678
-21.863
-13.788
-20.657
-11.639
-13.201
-16.558
-15.406
-11.904
-10.079
-14.74
-5.323
-10.044
-16.32
-9.846
-6.434
-16.227
ZNF24
-15.185
-6.586
-18.214
-17.217
-14.443
-10.434
-14.664
-12.686
-12.078
-15.353
-1.243
-19.145
-13.006
-22.696
-13.531
-13.713
-5.771
ZNF248
-23.973
-18.352
-21.386
-15.904
-24.634
-21.127
-22.622
-21.478
-22.961
-19.246
-17.36
-22.514
-19.597
-29.813
-20.588
-20.942
-10.316