1. 散点图和箱线图的差别:
箱线图就是散点图把横坐标弱化的结果。弱化个体的概念,强化群体的概念,把同一个分组放到一起,就形成了箱线图。
箱线图的输入数据是一个数值型向量和一个字符串向量(重复值)
2. 箱线图:
3. 箱线图的作用:
单个基因在两组之间的表达量差异。如果是多个基因,则需要量化指标:logFC,P.Value,来界定一个基因是否属于差异基因。
4. 箱线图代码
1. 单个基因表达_多种癌症
输入数据:
id CancerType AP1
TCGA-OR-A5JP-01A ACC 0.550748465
TCGA-OR-A5JG-01A ACC 0.943159375
TCGA-OR-A5LG-01A ACC 0.273125971
TCGA-OR-A5JR-01A ACC 0.510639331
TCGA-OR-A5KU-01A ACC 0.313165128
TCGA-OR-A5LS-01A ACC 0.560057702
TCGA-OR-A5L9-01A ACC 0.15971371
TCGA-OR-A5JQ-01A ACC 1.422890921
TCGA-OR-A5K4-01A ACC 1.015682107
TCGA-OR-A5JL-01A ACC 0.537919692
TCGA-OR-A5LC-01A ACC 1.508329149
TCGA-OR-A5K2-01A ACC 0.659360104
TCGA-P6-A5OG-01A ACC 1.903570514
TCGA-OR-A5JW-01A ACC 0.417574463
TCGA-OR-A5KO-01A ACC 1.377398452
TCGA-OR-A5J8-01A ACC 1.666358198
TCGA-PA-A5YG-01A ACC 0.54245092
TCGA-OR-A5KV-01A ACC 0.521916147
TCGA-OR-A5L4-01A ACC 0.37974368
TCGA-OR-A5KX-01A ACC 1.097506231
TCGA-OR-A5L8-01A ACC 0.367533629
TCGA-OR-A5JO-01A ACC 0.504702763
TCGA-OR-A5JA-01A ACC 1.161045934
TCGA-OR-A5LO-01A ACC 0.226271806
TCGA-OR-A5JM-01A ACC 2.180507316
TCGA-OR-A5JV-01A ACC 0.579001638
TCGA-OR-A5JB-01A ACC 1.953258868
TCGA-OR-A5LA-01A ACC 0.208564985
TCGA-OR-A5JE-01A ACC 0.854366535
TCGA-OR-A5JZ-01A ACC 1.090439403
TCGA-OR-A5KT-01A ACC 0.415498534
TCGA-OR-A5KZ-01A ACC 2.206545529
TCGA-OR-A5LJ-01A ACC 1.308814067
TCGA-OR-A5LB-01A ACC 0.226432672
TCGA-OR-A5LT-01A ACC 1.537175073
TCGA-OR-A5LD-01A ACC 0.386623665
TCGA-OR-A5J2-01A ACC 0.985891419
TCGA-PK-A5HB-01A ACC 1.220506969
TCGA-OR-A5JS-01A ACC 1.68737551
TCGA-OR-A5K6-01A ACC 0.423133369
TCGA-OR-A5JY-01A ACC 1.747605924
TCGA-OR-A5JT-01A ACC 0.66604235
TCGA-PK-A5H8-01A ACC 0.955030134
TCGA-OR-A5JX-01A ACC 0.271242951
TCGA-OR-A5LK-01A ACC 0.398458469
TCGA-P6-A5OF-01A ACC 0.571704453
TCGA-OR-A5JI-01A ACC 0.222545915
TCGA-OR-A5K5-01A ACC 0.627328384
TCGA-OR-A5JC-01A ACC 0.601025789
TCGA-OR-A5KW-01A ACC 0.735967114
TCGA-OR-A5JJ-01A ACC 1.202054014
TCGA-OR-A5JD-01A ACC 0.706516548
TCGA-OR-A5LM-01A ACC 0.264992705
TCGA-PK-A5HA-01A ACC 0.302856568
TCGA-OR-A5JF-01A ACC 0.325502574
TCGA-OR-A5LH-01A ACC 0.479495179
TCGA-OR-A5K1-01A ACC 0.758773563
TCGA-OR-A5LN-01A ACC 0.30214666
TCGA-OR-A5LE-01A ACC 0.823953397
TCGA-OR-A5L3-01A ACC 0.099127137
TCGA-OU-A5PI-01A ACC 0.457090264
TCGA-OR-A5K8-01A ACC 0.377197424
TCGA-OR-A5K0-01A ACC 0.964020959
TCGA-OR-A5KY-01A ACC 0.768077779
TCGA-OR-A5J9-01A ACC 0.612431919
TCGA-OR-A5J1-01A ACC 0.314820036
TCGA-OR-A5J5-01A ACC 0.648005454
TCGA-OR-A5L6-01A ACC 0.834334431
TCGA-OR-A5LP-01A ACC 0.562729602
TCGA-OR-A5K9-01A ACC 0.981061781
TCGA-OR-A5J7-01A ACC 0.790716139
TCGA-PK-A5H9-01A ACC 0.554668864
TCGA-OR-A5LR-01A ACC 0.62542712
TCGA-OR-A5JK-01A ACC 0.300679898
TCGA-OR-A5J6-01A ACC 0.313880377
TCGA-OR-A5LL-01A ACC 0.892601653
TCGA-OR-A5K3-01A ACC 0.354511295
TCGA-OR-A5J3-01A ACC 0.316742423
TCGA-OR-A5L5-01A ACC 0.389016397
TCGA-FD-A3SS-01A BLCA 1.87259887
TCGA-FD-A43S-01A BLCA 0.65304103
TCGA-UY-A78K-01A BLCA 1.937650394
TCGA-DK-A2HX-01A BLCA 1.423314955
TCGA-DK-A1A3-01A BLCA 1.516028515
TCGA-GC-A6I3-01A BLCA 1.644843533
TCGA-XF-AAMJ-01A BLCA 1.018217134
TCGA-GC-A6I1-01A BLCA 1.275788894
TCGA-ZF-A9RL-01A BLCA 1.666529684
TCGA-DK-A3IL-01A BLCA 1.492123934
TCGA-E7-A6MF-01A BLCA 1.084249611
TCGA-BT-A20R-01A BLCA 1.642744591
TCGA-H4-A2HQ-01A BLCA 2.658136285
TCGA-GV-A3QH-01A BLCA 2.590713058
TCGA-4Z-AA82-01A BLCA 2.230208787
TCGA-E7-A4XJ-01A BLCA 1.146360543
TCGA-XF-A8HE-01A BLCA 2.3673431
TCGA-XF-A9T0-01A BLCA 2.018947238
TCGA-FD-A5BT-01A BLCA 0.816414516
TCGA-FD-A3SN-01A BLCA 1.582745827
TCGA-G2-AA3C-01A BLCA 1.779867864
TCGA-HQ-A2OE-01A BLCA 2.53512138
TCGA-BL-A3JM-01A BLCA 3.322246113
TCGA-XF-AAN3-01A BLCA 1.007902763
TCGA-FD-A3SR-01A BLCA 2.206436127
TCGA-4Z-AA89-01A BLCA 1.410009057
TCGA-G2-A2EO-01A BLCA 1.980583273
TCGA-ZF-AA5H-01A BLCA 2.503754361
TCGA-BT-A20V-01A BLCA 2.546128705
TCGA-GC-A3WC-01A BLCA 2.404639537
TCGA-GV-A3JV-01A BLCA 1.972320894
TCGA-YF-AA3M-01A BLCA 2.570663694
TCGA-FD-A3B5-01A BLCA 1.942871364
TCGA-CF-A47V-01A BLCA 0.840876843
TCGA-GU-A42P-01A BLCA 2.827237466
TCGA-BT-A20T-01A BLCA 1.527942387
TCGA-XF-AAN0-01A BLCA 2.993235705
TCGA-E7-A7DV-01A BLCA 1.708570897
TCGA-GV-A40E-01A BLCA 2.989957147
TCGA-FJ-A3Z9-01A BLCA 1.624990903
TCGA-XF-A9ST-01A BLCA 2.513686227
TCGA-FJ-A3ZF-01A BLCA 1.962221224
TCGA-YC-A89H-01A BLCA 1.753885756
TCGA-CF-A9FM-01A BLCA 0.491536436
TCGA-DK-A1AD-01A BLCA 2.215138777
TCGA-G2-A2EK-01A BLCA 1.110797731
TCGA-E5-A2PC-01A BLCA 2.09119844
TCGA-C4-A0F1-01A BLCA 1.629332501
TCGA-FD-A43N-01A BLCA 1.293057984
TCGA-BL-A13J-01A BLCA 2.389889086
TCGA-FD-A3SO-01A BLCA 2.524065273
TCGA-XF-A8HD-01A BLCA 2.192941851
TCGA-BT-A20X-01A BLCA 1.178625396
TCGA-ZF-AA52-01A BLCA 1.497111596
TCGA-DK-AA76-01A BLCA 2.056558279
TCGA-GV-A3JW-01A BLCA 1.949955075
TCGA-FD-A3N6-01A BLCA 2.077886296
TCGA-CU-A5W6-01A BLCA 1.862601926
TCGA-DK-A2I4-01A BLCA 2.331772412
TCGA-DK-AA6M-01A BLCA 1.672144422
TCGA-4Z-AA7Y-01A BLCA 2.052058791
TCGA-DK-A3WY-01A BLCA 2.697261644
TCGA-E7-A3X6-01A BLCA 2.095842163
TCGA-K4-A3WV-01A BLCA 1.852798675
TCGA-DK-A3IQ-01A BLCA 0.592872176
TCGA-ZF-AA56-01A BLCA 2.250450143
TCGA-CU-A3QU-01A BLCA 2.376433923
TCGA-FD-A6TI-01A BLCA 0.690968479
TCGA-XF-A9T3-01A BLCA 1.812510022
TCGA-FD-A3B3-01A BLCA 1.936200138
TCGA-YF-AA3L-01A BLCA 1.184382904
TCGA-SY-A9G0-01A BLCA 0.928108555
TCGA-ZF-A9R2-01A BLCA 1.855342226
TCGA-GU-AATQ-01A BLCA 2.199332947
TCGA-FD-A5C1-01A BLCA 2.30408971
TCGA-DK-A2I1-01A BLCA 1.264961712
TCGA-CF-A5U8-01A BLCA 0.630787347
TCGA-UY-A9PB-01A BLCA 1.815494304
TCGA-DK-A3X1-01A BLCA 1.974055845
TCGA-DK-A1AC-01A BLCA 2.760127651
TCGA-FD-A62N-01A BLCA 1.611049504
TCGA-DK-AA75-01A BLCA 2.245652609
TCGA-XF-A9SL-01A BLCA 1.102597641
TCGA-XF-A9T4-01A BLCA 1.797860351
TCGA-XF-AAN2-01A BLCA 2.546086213
TCGA-BT-A2LD-01A BLCA 2.009546352
TCGA-ZF-A9R1-01A BLCA 1.994656496
TCGA-ZF-A9R9-01A BLCA 0.893821907
TCGA-DK-A6AV-01A BLCA 1.739972417
TCGA-XF-AAMY-01A BLCA 1.886649257
TCGA-GU-A763-01A BLCA 1.066980646
TCGA-FD-A3B7-01A BLCA 2.76657752
TCGA-FD-A3NA-01A BLCA 2.454238476
TCGA-CF-A47T-01A BLCA 1.282437969
TCGA-BT-A0S7-01A BLCA 2.306619278
TCGA-GC-A3BM-01A BLCA 2.047500434
TCGA-GD-A3OP-01A BLCA 1.7656593
TCGA-SY-A9G5-01A BLCA 2.06488047
TCGA-KQ-A41S-01A BLCA 2.250082619
TCGA-4Z-AA7M-01A BLCA 2.325401693
TCGA-FD-A3SJ-01A BLCA 2.849065586
TCGA-E7-A677-01A BLCA 2.439731565
TCGA-UY-A8OD-01A BLCA 0.70985777
TCGA-DK-AA6L-01A BLCA 1.848012643
TCGA-GD-A2C5-01A BLCA 1.681653045
TCGA-K4-A4AC-01A BLCA 1.996093734
TCGA-FD-A62O-01A BLCA 1.886829696
TCGA-BT-A2LB-01A BLCA 1.787895285
TCGA-FD-A3N5-01A BLCA 2.174207451
TCGA-G2-A3VY-01A BLCA 2.008216377
TCGA-DK-A1AA-01A BLCA 1.342659777
TCGA-XF-A9SY-01A BLCA 2.130504291
TCGA-DK-AA6Q-01A BLCA 2.155978454
TCGA-G2-A2EL-01A BLCA 2.717249479
TCGA-E7-A6ME-01A BLCA 2.646362384
TCGA-HQ-A2OF-01A BLCA 3.323088037
TCGA-FD-A6TF-01A BLCA 1.625288773
TCGA-FD-A3SP-01A BLCA 2.270368233
TCGA-BT-A20P-01A BLCA 1.777786784
TCGA-GV-A40G-01A BLCA 2.585897442
TCGA-CF-A47S-01A BLCA 0.432166848
TCGA-XF-A9T2-01A BLCA 1.740998574
TCGA-CF-A9FH-01A BLCA 2.023308099
TCGA-ZF-AA4X-01A BLCA 2.850374619
TCGA-XF-AAMQ-01A BLCA 2.402849483
TCGA-CF-A3MH-01A BLCA 1.2086566
TCGA-DK-AA6W-01A BLCA 2.57614645
TCGA-KQ-A41O-01A BLCA 1.753400342
TCGA-FJ-A3Z7-01A BLCA 0.528263786
TCGA-S5-AA26-01A BLCA 1.990538838
TCGA-FD-A3B4-01A BLCA 2.214427738
TCGA-GC-A3OO-01A BLCA 2.114050776
TCGA-XF-A9SP-01A BLCA 1.571287722
TCGA-FD-A3SL-01A BLCA 1.316695678
TCGA-FD-A6TB-01A BLCA 1.97532598
TCGA-FD-A6TA-01A BLCA 2.197840271
TCGA-XF-A8HB-01A BLCA 2.542550845
TCGA-UY-A8OB-01A BLCA 2.2231797
TCGA-GU-A767-01A BLCA 1.479534721
TCGA-FD-A43U-01A BLCA 1.336966921
TCGA-DK-AA6T-01A BLCA 2.648586589
TCGA-5N-A9KI-01A BLCA 1.279431213
TCGA-XF-A8HF-01A BLCA 1.320795287
TCGA-UY-A78L-01A BLCA 2.140407876
TCGA-FD-A5C0-01A BLCA 2.239270124
TCGA-UY-A9PE-01A BLCA 1.531160367
TCGA-K4-A6FZ-01A BLCA 1.730916423
TCGA-DK-A3IK-01A BLCA 1.037234989
TCGA-LC-A66R-01A BLCA 2.366381065
TCGA-GU-A762-01A BLCA 2.196066737
TCGA-4Z-AA7O-01A BLCA 1.879825867
TCGA-DK-A6B5-01A BLCA 1.832029918
TCGA-C4-A0F0-01A BLCA 1.890809208
TCGA-UY-A78N-01A BLCA 2.813494742
TCGA-G2-AA3F-01A BLCA 2.010293388
TCGA-ZF-AA53-01A BLCA 1.813899714
TCGA-LT-A8JT-01A BLCA 1.057583415
TCGA-XF-A8HI-01A BLCA 1.361045079
TCGA-FJ-A3ZE-01A BLCA 1.438868416
TCGA-FD-A3SM-01A BLCA 1.499591468
TCGA-DK-AA6X-01A BLCA 2.326089155
TCGA-XF-A9SJ-01A BLCA 1.92579978
TCGA-CF-A7I0-01A BLCA 1.43158731
TCGA-GD-A3OQ-01A BLCA 2.478642629
TCGA-CU-A0YO-01A BLCA 1.255571055
TCGA-DK-AA71-01A BLCA 1.84519061
TCGA-CF-A9FL-01A BLCA 0.940175204
TCGA-ZF-AA5N-01A BLCA 1.25406627
TCGA-UY-A9PF-01A BLCA 0.712264275
TCGA-UY-A78P-01A BLCA 1.846738169
TCGA-CF-A1HR-01A BLCA 2.31293074
TCGA-DK-A3IN-01A BLCA 2.339702599
TCGA-UY-A9PH-01A BLCA 1.895006501
TCGA-GD-A76B-01A BLCA 1.900778721
TCGA-ZF-AA58-01A BLCA 2.047614845
TCGA-ZF-AA4V-01A BLCA 2.244660253
TCGA-DK-AA6R-01A BLCA 2.566781325
TCGA-FT-A61P-01A BLCA 1.991315603
TCGA-2F-A9KQ-01A BLCA 1.734918475
TCGA-K4-A54R-01A BLCA 1.649794839
TCGA-FD-A62S-01A BLCA 2.311266809
TCGA-ZF-A9R3-01A BLCA 1.428248802
TCGA-BT-A42F-01A BLCA 1.219973763
TCGA-K4-A83P-01A BLCA 1.193028716
TCGA-K4-A5RJ-01A BLCA 2.073887795
TCGA-XF-A9SX-01A BLCA 1.505872197
TCGA-KQ-A41N-01A BLCA 1.387188101
TCGA-DK-A1AE-01A BLCA 2.881567932
TCGA-DK-A3WX-01A BLCA 2.785132524
TCGA-DK-A3WW-01A BLCA 1.518237245
TCGA-XF-A9SK-01A BLCA 0.997093065
TCGA-KQ-A41R-01A BLCA 1.194317417
TCGA-CF-A3MG-01A BLCA 2.047567684
TCGA-CU-A0YR-01A BLCA 2.438707424
TCGA-UY-A78M-01A BLCA 1.281704399
TCGA-CF-A5UA-01A BLCA 1.439414204
TCGA-ZF-A9RN-01A BLCA 2.966216465
TCGA-4Z-AA81-01A BLCA 2.378093859
TCGA-E7-A8O8-01A BLCA 1.405717442
TCGA-BL-A0C8-01B BLCA 3.130966103
TCGA-GC-A3RB-01A BLCA 2.535217658
TCGA-BT-A20O-01A BLCA 2.898137698
TCGA-G2-A2ES-01A BLCA 2.112835597
TCGA-DK-AA6P-01A BLCA 1.915058452
TCGA-FD-A43P-01A BLCA 2.257425514
TCGA-2F-A9KT-01A BLCA 2.135616902
TCGA-CF-A9FF-01A BLCA 1.111804483
TCGA-UY-A9PA-01A BLCA 1.259934115
TCGA-E7-A7DU-01A BLCA 1.3872735
TCGA-2F-A9KW-01A BLCA 1.653823678
TCGA-4Z-AA87-01A BLCA 1.465647577
TCGA-GU-A42Q-01A BLCA 2.581605926
TCGA-E7-A97P-01A BLCA 2.036885902
TCGA-XF-AAMG-01A BLCA 2.815468181
TCGA-BT-A3PH-01A BLCA 2.371258657
TCGA-ZF-AA4R-01A BLCA 1.555702281
TCGA-ZF-AA5P-01A BLCA 1.389473908
TCGA-DK-A3X2-01A BLCA 3.087491804
TCGA-YC-A8S6-01A BLCA 1.490396078
TCGA-K4-A4AB-01B BLCA 0.63960075
TCGA-GC-A3RC-01A BLCA 1.882364839
TCGA-BL-A0C8-01A BLCA 2.38921848
TCGA-GU-AATP-01A BLCA 1.444732901
TCGA-CF-A1HS-01A BLCA 1.160768675
TCGA-ZF-AA4U-01A BLCA 1.180495256
TCGA-GV-A3QF-01A BLCA 2.419913259
TCGA-GC-A4ZW-01A BLCA 2.621626963
TCGA-ZF-A9RD-01A BLCA 2.276836952
TCGA-GU-A766-01A BLCA 1.763859295
TCGA-G2-A2EF-01A BLCA 2.135873737
TCGA-FD-A5BY-01A BLCA 2.212666946
TCGA-CF-A8HX-01A BLCA 1.313240805
TCGA-GV-A6ZA-01A BLCA 2.363243513
TCGA-DK-A1A5-01A BLCA 2.239291648
TCGA-4Z-AA7N-01A BLCA 1.234992345
TCGA-GC-A3RD-01A BLCA 1.811598127
TCGA-G2-A3IE-01A BLCA 0.762022132
TCGA-FD-A5BZ-01A BLCA 1.231799757
TCGA-BT-A3PJ-01A BLCA 2.328893294
TCGA-CU-A72E-01A BLCA 1.533277213
TCGA-ZF-A9RM-01A BLCA 2.679704341
TCGA-FD-A6TH-01A BLCA 2.447823985
TCGA-GD-A3OS-01A BLCA 2.029258592
TCGA-DK-A3IS-01A BLCA 2.062441004
TCGA-K4-A3WS-01A BLCA 1.444284929
TCGA-4Z-AA7R-01A BLCA 2.510137477
TCGA-DK-A6B1-01A BLCA 2.205270875
TCGA-GV-A3QI-01A BLCA 3.824364466
TCGA-DK-A6AW-01A BLCA 0.842818524
TCGA-BT-A20W-01A BLCA 2.241530112
TCGA-DK-A3IU-01A BLCA 1.59598678
TCGA-GC-A3YS-01A BLCA 2.227432621
TCGA-4Z-AA7Q-01A BLCA 1.800094594
TCGA-LT-A5Z6-01A BLCA 2.771008587
TCGA-GC-A3I6-01A BLCA 2.781929616
TCGA-E7-A5KF-01A BLCA 1.829315863
TCGA-DK-A3IM-01A BLCA 2.994131585
TCGA-CF-A47X-01A BLCA 0.52785169
TCGA-BT-A2LA-01A BLCA 1.713182542
TCGA-GV-A3QK-01B BLCA 2.107757384
TCGA-FD-A6TD-01A BLCA 1.973993766
TCGA-XF-AAMX-01A BLCA 1.185489778
TCGA-ZF-A9R5-01A BLCA 0.454253749
TCGA-XF-A8HC-01A BLCA 2.455128252
TCGA-ZF-A9RF-01A BLCA 2.437350917
TCGA-H4-A2HO-01A BLCA 0.839147527
TCGA-BT-A42E-01A BLCA 1.654683501
TCGA-FD-A5BU-01A BLCA 1.398445068
TCGA-XF-A9T6-01A BLCA 2.11416763
TCGA-ZF-AA4T-01A BLCA 2.71461039
TCGA-FD-A3B6-01A BLCA 2.144166993
TCGA-4Z-AA80-01A BLCA 2.829699631
TCGA-XF-A9SW-01A BLCA 1.255519429
TCGA-E7-A5KE-01A BLCA 2.858225766
TCGA-DK-AA6S-01A BLCA 1.839971007
TCGA-FD-A5BR-01A BLCA 1.53090071
TCGA-FD-A6TC-01A BLCA 1.797871197
TCGA-XF-AAN1-01A BLCA 1.621827086
TCGA-DK-A3IV-01A BLCA 2.713834078
TCGA-PQ-A6FN-01A BLCA 0.92795565
TCGA-K4-A5RI-01A BLCA 2.49875288
TCGA-ZF-A9R7-01A BLCA 1.116437663
TCGA-XF-A9SM-01A BLCA 2.442131353
TCGA-FD-A6TE-01A BLCA 2.278006808
TCGA-XF-AAME-01A BLCA 1.24466047
TCGA-BT-A42C-01A BLCA 2.152128314
TCGA-CF-A47Y-01A BLCA 0.505747155
TCGA-E7-A519-01A BLCA 0.507765998
TCGA-FD-A43Y-01A BLCA 1.518444758
TCGA-BL-A5ZZ-01A BLCA 1.846505084
TCGA-CF-A3MF-01A BLCA 1.213320499
TCGA-FD-A3B8-01A BLCA 1.859443011
TCGA-BL-A13I-01B BLCA 3.735926563
TCGA-DK-A1A7-01A BLCA 1.570494904
TCGA-DK-A1A6-01A BLCA 3.044920524
TCGA-DK-A6B2-01A BLCA 1.80473968
TCGA-DK-AA74-01A BLCA 1.348009361
TCGA-ZF-AA4N-01A BLCA 2.250285539
TCGA-BT-A0YX-01A BLCA 1.929834468
TCGA-R3-A69X-01A BLCA 2.664105048
TCGA-XF-AAMW-01A BLCA 2.636936563
TCGA-C4-A0EZ-01A BLCA 3.076728116
TCGA-E7-A678-01A BLCA 0.521856131
TCGA-G2-A3IB-01A BLCA 2.182565491
TCGA-BL-A13J-01B BLCA 3.079667155
TCGA-DK-A3IT-01A BLCA 3.035480027
TCGA-MV-A51V-01A BLCA 1.960234506
TCGA-UY-A78O-01A BLCA 1.255034057
TCGA-FD-A6TK-01A BLCA 1.540520404
TCGA-4Z-AA83-01A BLCA 0.894259631
TCGA-DK-A2I6-01A BLCA 1.806135801
TCGA-XF-AAN4-01A BLCA 1.004268542
TCGA-CF-A27C-01A BLCA 1.208011685
TCGA-5N-A9KM-01A BLCA 1.310372236
TCGA-BT-A20U-01A BLCA 2.836437343
TCGA-YC-A9TC-01A BLCA 1.794625844
TCGA-E7-A6MD-01A BLCA 1.394339005
TCGA-K4-A5RH-01A BLCA 2.057669566
TCGA-XF-AAMH-01A BLCA 1.511995896
TCGA-DK-A1AB-01A BLCA 1.008586855
TCGA-E5-A4TZ-01A BLCA 2.590331296
TCGA-FD-A43X-01A BLCA 1.321586459
TCGA-XF-A9SU-01A BLCA 1.462115194
TCGA-BT-A20N-01A BLCA 2.397225427
TCGA-BT-A20J-01A BLCA 2.106758275
TCGA-E7-A4IJ-01A BLCA 1.98418138
TCGA-CF-A47W-01A BLCA 0.903412703
TCGA-XF-A9SV-01A BLCA 1.668442796
TCGA-K4-AAQO-01A BLCA 1.485403301
TCGA-CU-A3YL-01A BLCA 2.254714353
TCGA-DK-A2I2-01A BLCA 1.988189578
TCGA-4Z-AA84-01A BLCA 2.393243699
TCGA-DK-A1AF-01A BLCA 1.896770372
TCGA-E5-A4U1-01A BLCA 1.726012324
TCGA-BT-A20Q-01A BLCA 1.466780914
TCGA-ZF-A9R4-01A BLCA 2.067477778
TCGA-KQ-A41Q-01A BLCA 2.490155719
TCGA-E7-A8O7-01A BLCA 1.074665682
TCGA-ZF-AA4W-01A BLCA 1.302976227
TCGA-XF-AAN7-01A BLCA 2.077905857
TCGA-XF-A8HH-01A BLCA 1.981885007
TCGA-FD-A5BX-01A BLCA 0.940519281
TCGA-ZF-A9RE-01A BLCA 2.091636781
TCGA-FT-A3EE-01A BLCA 1.302308436
TCGA-XF-A9T5-01A BLCA 2.131190225
TCGA-XF-AAML-01A BLCA 2.648966597
TCGA-BT-A3PK-01A BLCA 1.897352005
TCGA-CF-A3MI-01A BLCA 0.90025074
TCGA-E7-A541-01A BLCA 2.361048356
TCGA-ZF-AA54-01A BLCA 2.570503511
TCGA-XF-AAMZ-01A BLCA 2.624591174
TCGA-CF-A8HY-01A BLCA 1.227524519
TCGA-GV-A3QG-01A BLCA 2.016206251
TCGA-DK-A6B6-01A BLCA 1.619169915
TCGA-DK-A6B0-01A BLCA 0.677908118
TCGA-E7-A97Q-01A BLCA 1.35536926
TCGA-2F-A9KP-01A BLCA 2.420486001
TCGA-FD-A62P-01A BLCA 2.013575283
TCGA-XF-A8HG-01A BLCA 2.147465488
TCGA-4Z-AA86-01A BLCA 2.014961309
TCGA-GD-A6C6-01A BLCA 1.982420032
TCGA-G2-A2EJ-01A BLCA 1.902092549
TCGA-UY-A9PD-01A BLCA 1.913837
TCGA-S5-A6DX-01A BLCA 1.34999042
TCGA-FD-A3SQ-01A BLCA 1.118007499
TCGA-DK-AA77-01A BLCA 2.027719121
TCGA-BL-A13I-01A BLCA 2.928946671
TCGA-K4-A6MB-01A BLCA 2.30421688
TCGA-ZF-AA51-01A BLCA 1.628842094
TCGA-E7-A7PW-01A BLCA 1.942479982
TCGA-E7-A85H-01A BLCA 2.575531732
TCGA-XF-AAMR-01A BLCA 1.74409061
TCGA-FD-A6TG-01A BLCA 2.045876435
TCGA-2F-A9KO-01A BLCA 1.866646602
TCGA-HQ-A5ND-01A BLCA 3.513240747
TCGA-G2-AA3B-01A BLCA 1.573462933
TCGA-PQ-A6FI-01A BLCA 1.532968196
TCGA-C4-A0F7-01A BLCA 2.610503769
TCGA-FD-A5BS-01A BLCA 1.165810978
TCGA-GV-A3JX-01A BLCA 2.251934765
TCGA-XF-AAMT-01A BLCA 1.890542646
TCGA-XF-A9T8-01A BLCA 1.717125024
TCGA-4Z-AA7S-01A BLCA 2.104485077
TCGA-XF-A9SH-01A BLCA 0.860951507
TCGA-DK-A1AG-01A BLCA 1.325496345
TCGA-2F-A9KR-01A BLCA 1.251342105
TCGA-DK-AA6U-01A BLCA 2.658869408
TCGA-C4-A0F6-01A BLCA 1.853931804
TCGA-K4-A3WU-01B BLCA 1.602618158
TCGA-CU-A0YN-01A BLCA 2.350165409
TCGA-FJ-A871-01A BLCA 1.555119041
TCGA-G2-A2EC-01A BLCA 0.855347603
TCGA-FD-A5BV-01A BLCA 2.134178419
TCGA-E7-A7XN-01A BLCA 2.186402614
TCGA-GU-A764-01A BLCA 1.917411051
TCGA-XF-AAN8-01A BLCA 0.322898139
TCGA-XF-A9SZ-01A BLCA 1.379382216
TCGA-GU-AATO-01A BLCA 1.662841929
TCGA-ZF-A9RC-01A BLCA 2.177427441
TCGA-ZF-A9R0-01A BLCA 1.141696042
TCGA-KQ-A41P-01A BLCA 1.328866986
TCGA-4Z-AA7W-01A BLCA 1.571420393
TCGA-HQ-A5NE-01A BLCA 2.570008932
TCGA-CU-A3KJ-01A BLCA 2.266135114
TCGA-UY-A8OC-01A BLCA 1.453871277
TCGA-E7-A3Y1-01A BLCA 0.880365405
TCGA-XF-AAN5-01A BLCA 2.265413229
TCGA-G2-AA3D-01A BLCA 2.360559905
TCGA-GU-A42R-01A BLCA 2.470443435
TCGA-XF-A9SI-01A BLCA 2.026730395
TCGA-GV-A3JZ-01A BLCA 3.21795904
TCGA-E9-A1NI-01A BRCA 1.883371443
TCGA-A1-A0SP-01A BRCA 2.354831884
TCGA-A8-A06X-01A BRCA 1.581786942
TCGA-E2-A14T-01A BRCA 2.302862061
TCGA-AC-A8OS-01A BRCA 0.877839239
TCGA-A8-A09K-01A BRCA 1.64765531
TCGA-OL-A5RY-01A BRCA 1.100157124
TCGA-BH-A0DG-01A BRCA 0.97987713
TCGA-B6-A0I9-01A BRCA 1.996489232
TCGA-A2-A0CP-01A BRCA 0.587223246
TCGA-A8-A07S-01A BRCA 2.257251358
TCGA-AO-A12H-01A BRCA 0.833581933
TCGA-AR-A1AU-01A BRCA 1.721715364
TCGA-D8-A1X9-01A BRCA 2.622740211
TCGA-A8-A07R-01A BRCA 2.313622024
TCGA-AO-A12C-01A BRCA 0.624783056
TCGA-V7-A7HQ-01A BRCA 0.934587372
TCGA-A2-A1FZ-01A BRCA 1.685234258
TCGA-AR-A251-01A BRCA 2.934609582
TCGA-EW-A1PF-01A BRCA 1.037033746
TCGA-BH-A18T-01A BRCA 2.595025093
TCGA-AR-A24S-01A BRCA 1.88387178
TCGA-AN-A041-01A BRCA 2.456215727
TCGA-E2-A1LL-01A BRCA 1.861276376
TCGA-E2-A1IJ-01A BRCA 1.353384497
TCGA-AR-A24O-01A BRCA 2.029923862
TCGA-XX-A899-01A BRCA 1.430672737
TCGA-D8-A1XK-01A BRCA 1.537502109
TCGA-AC-A5XS-01A BRCA 1.343483981
TCGA-BH-A18L-01A BRCA 3.134483903
TCGA-OL-A66J-01A BRCA 1.036386756
TCGA-PE-A5DD-01A BRCA 1.039657513
TCGA-AN-A04D-01A BRCA 2.260636187
TCGA-4H-AAAK-01A BRCA 1.684622876
TCGA-E9-A5FL-01A BRCA 0.766548746
TCGA-E9-A24A-01A BRCA 1.588692106
TCGA-BH-A1FM-01A BRCA 1.566240609
TCGA-A8-A07C-01A BRCA 0.298891447
TCGA-AR-A24Q-01A BRCA 0.99749341
TCGA-AR-A2LE-01A BRCA 1.499215393
TCGA-AR-A0U4-01A BRCA 1.08243722
TCGA-GM-A2DN-01A BRCA 2.027429385
TCGA-A7-A13D-01A BRCA 1.832629776
TCGA-D8-A1JG-01B BRCA 1.755172786
TCGA-E2-A570-01A BRCA 1.522312912
TCGA-A2-A04Q-01A BRCA 1.542244693
TCGA-A7-A6VV-01A BRCA 1.657771079
TCGA-E2-A1IG-01A BRCA 2.179338078
TCGA-E9-A1N6-01A BRCA 1.482054787
TCGA-E9-A1NC-01A BRCA 0.417504248
TCGA-A7-A3IZ-01A BRCA 2.11547339
TCGA-AN-A0AK-01A BRCA 2.739123141
TCGA-D8-A1JM-01A BRCA 1.980345899
TCGA-OL-A5S0-01A BRCA 1.380080721
TCGA-A8-A06Z-01A BRCA 2.380689222
TCGA-AQ-A54O-01A BRCA 0.986025443
TCGA-E2-A15S-01A BRCA 2.742877206
TCGA-EW-A423-01A BRCA 1.594630277
TCGA-C8-A273-01A BRCA 1.334934006
TCGA-OL-A5RV-01A BRCA 1.348833482
TCGA-AC-A2FM-01A BRCA 2.244484791
TCGA-AO-A0JM-01A BRCA 1.493845215
TCGA-BH-A0DP-01A BRCA 1.568130767
TCGA-A2-A25E-01A BRCA 2.821325014
TCGA-B6-A2IU-01A BRCA 1.885910339
TCGA-BH-A18P-01A BRCA 2.185309829
TCGA-E9-A22B-01A BRCA 1.363725382
TCGA-A2-A0SW-01A BRCA 1.287182065
TCGA-E2-A107-01A BRCA 2.787049061
TCGA-E2-A1B6-01A BRCA 1.402022821
TCGA-D8-A1XW-01A BRCA 1.498185596
TCGA-A7-A0DC-01A BRCA 2.289163628
TCGA-EW-A6SD-01A BRCA 1.307833575
TCGA-AO-A0J3-01A BRCA 1.460872604
TCGA-AN-A03X-01A BRCA 1.060907272
TCGA-A8-A099-01A BRCA 1.982740691
TCGA-E2-A14Z-01A BRCA 1.049024537
TCGA-AR-A5QP-01A BRCA 1.434720664
TCGA-AC-A62X-01A BRCA 1.748618903
TCGA-BH-A42V-01A BRCA 1.073947326
TCGA-B6-A0RS-01A BRCA 1.211276391
TCGA-D8-A1JL-01A BRCA 0.561726807
TCGA-BH-A0DZ-01A BRCA 1.057865728
TCGA-A8-A06Y-01A BRCA 1.233830336
TCGA-B6-A1KC-01B BRCA 2.332986897
TCGA-C8-A135-01A BRCA 1.344770706
TCGA-5L-AAT1-01A BRCA 0.853757561
TCGA-AR-A24R-01A BRCA 2.150443509
TCGA-S3-AA0Z-01A BRCA 2.54248084
TCGA-D8-A1J8-01A BRCA 2.256580702
TCGA-A2-A0ER-01A BRCA 2.091403749
TCGA-E9-A1ND-01A BRCA 1.614438332
TCGA-A2-A1G1-01A BRCA 2.215659094
TCGA-A2-A0SU-01A BRCA 1.483221571
TCGA-E2-A1LB-01A BRCA 0.939464212
TCGA-E9-A1RD-01A BRCA 1.808351636
TCGA-OL-A6VQ-01A BRCA 1.284013902
TCGA-AQ-A04J-01A BRCA 0.732565534
TCGA-AQ-A1H3-01A BRCA 2.498597854
TCGA-A2-A259-01A BRCA 0.856061148
TCGA-WT-AB44-01A BRCA 0.280533226
TCGA-B6-A0IN-01A BRCA 0.840528603
TCGA-E9-A1R3-01A BRCA 1.099853573
TCGA-A8-A086-01A BRCA 2.554212156
TCGA-AC-A3BB-01A BRCA 0.966229299
TCGA-AC-A2QI-01A BRCA 1.256996482
TCGA-BH-A1F5-01A BRCA 1.368514348
TCGA-AC-A3HN-01A BRCA 1.597018845
TCGA-BH-A1FG-01A BRCA 1.516107198
TCGA-BH-A0DV-01A BRCA 1.028756747
TCGA-UL-AAZ6-01A BRCA 1.108556685
TCGA-AR-A255-01A BRCA 2.258026121
TCGA-LD-A7W6-01A BRCA 1.800262906
TCGA-AR-A24Z-01A BRCA 2.800275556
TCGA-A1-A0SO-01A BRCA 3.26494424
TCGA-A2-A3XS-01A BRCA 1.649818072
TCGA-D8-A1X6-01A BRCA 2.380389175
TCGA-BH-A0HF-01A BRCA 1.180047757
TCGA-A7-A3J0-01A BRCA 2.056587451
TCGA-AC-A23C-01A BRCA 1.478800677
TCGA-LL-A442-01A BRCA 2.379680589
TCGA-S3-A6ZH-01A BRCA 3.066797692
TCGA-AC-A8OR-01A BRCA 1.207386716
TCGA-AR-A1AX-01A BRCA 1.617078637
TCGA-D8-A1XO-01A BRCA 1.914856491
TCGA-E9-A1R2-01A BRCA 2.138634249
TCGA-D8-A27M-01A BRCA 0.929669085
TCGA-AN-A0FY-01A BRCA 1.70760374
TCGA-BH-A0DX-01A BRCA 1.069647876
TCGA-EW-A1IY-01A BRCA 2.120760316
TCGA-A2-A04N-01A BRCA 1.316968286
TCGA-A2-A0YF-01A BRCA 2.403451366
TCGA-PE-A5DE-01A BRCA 1.377116103
TCGA-EW-A1J5-01A BRCA 2.621105002
TCGA-AO-A0JE-01A BRCA 2.027369145
TCGA-BH-A1FN-01A BRCA 2.21442961
TCGA-BH-A18V-01A BRCA 2.881159641
TCGA-BH-A0BF-01A BRCA 1.146565495
TCGA-B6-A409-01A BRCA 1.005496272
TCGA-A2-A0CL-01A BRCA 2.474034783
TCGA-A2-A0CO-01A BRCA 0.983281368
TCGA-AC-A3QP-01A BRCA 1.024626732
TCGA-AC-A2QJ-01A BRCA 0.70524183
TCGA-B6-A0RM-01A BRCA 1.871462478
TCGA-D8-A1JS-01A BRCA 0.760270105
TCGA-A7-A26J-01A BRCA 2.820311634
TCGA-A7-A13H-01A BRCA 1.180783627
TCGA-AO-A126-01A BRCA 0.936421443
TCGA-BH-A6R8-01A BRCA 1.199118233
TCGA-A7-A0DB-01C BRCA 2.224989142
TCGA-AC-A3TM-01A BRCA 1.358101368
TCGA-AR-A0TQ-01A BRCA 2.299903388
TCGA-GM-A2DH-01A BRCA 2.88798593
TCGA-B6-A0RI-01A BRCA 2.175025689
TCGA-A2-A1G0-01A BRCA 1.79587212
TCGA-A2-A1FX-01A BRCA 2.864756081
TCGA-A7-A26G-01A BRCA 1.459993887
TCGA-E2-A1LI-01A BRCA 2.22757766
TCGA-A8-A08P-01A BRCA 2.379757573
TCGA-E2-A1IN-01A BRCA 1.340070277
TCGA-BH-A0HA-01A BRCA 1.039456572
TCGA-AO-A1KR-01A BRCA 1.155855304
TCGA-3C-AALK-01A BRCA 0.888566415
TCGA-BH-A0BV-01A BRCA 2.144822186
TCGA-E2-A1IH-01A BRCA 1.568730035
TCGA-XX-A89A-01A BRCA 1.11034422
TCGA-E9-A1RH-01A BRCA 2.48668574
TCGA-A8-A085-01A BRCA 2.551222574
TCGA-E9-A1N3-01A BRCA 1.966657834
TCGA-D8-A13Y-01A BRCA 0.135772226
TCGA-AO-A0JB-01A BRCA 0.197298491
TCGA-AC-A6IV-01A BRCA 1.441427962
TCGA-A8-A09M-01A BRCA 1.951005205
TCGA-BH-A0GY-01A BRCA 1.397467938
TCGA-AR-A2LL-01A BRCA 2.682857065
TCGA-BH-A208-01A BRCA 0.57065858
TCGA-EW-A1PE-01A BRCA 1.887264642
TCGA-AO-A125-01A BRCA 1.301715687
TCGA-E2-A1B1-01A BRCA 1.60478328
TCGA-BH-A0C0-01A BRCA 0.609526738
TCGA-A7-A26I-01B BRCA 2.257604581
TCGA-AO-A0JJ-01A BRCA 1.97399582
TCGA-AR-A2LH-01A BRCA 1.492386634
TCGA-A2-A3XW-01A BRCA 0.811502561
TCGA-AR-A0TS-01A BRCA 0.91633697
TCGA-BH-A0AV-01A BRCA 0.415582443
TCGA-A8-A07B-01A BRCA 1.437178193
TCGA-LL-A73Z-01A BRCA 1.279377341
TCGA-B6-A402-01A BRCA 2.157109282
TCGA-AR-A0TT-01A BRCA 1.596169022
TCGA-EW-A6SB-01A BRCA 1.276000325
TCGA-AC-A2FB-01A BRCA 2.321515675
TCGA-AC-A62V-01A BRCA 1.388994141
TCGA-D8-A1XQ-01A BRCA 1.298689356
TCGA-BH-A0DD-01A BRCA 3.201200128
TCGA-Z7-A8R6-01A BRCA 2.242612729
TCGA-OL-A5DA-01A BRCA 1.269730599
TCGA-WT-AB41-01A BRCA 0.955887669
TCGA-E2-A1LA-01A BRCA 1.997022877
TCGA-AR-A24N-01A BRCA 2.78156685
TCGA-E9-A3QA-01A BRCA 1.481672816
TCGA-E2-A15J-01A BRCA 1.677094668
TCGA-LL-A73Y-01A BRCA 1.156007924
TCGA-A2-A4RY-01A BRCA 0.975708643
TCGA-D8-A1XU-01A BRCA 0.979456103
TCGA-AN-A0FJ-01A BRCA 2.105624813
TCGA-BH-A0DK-01A BRCA 1.1094762
TCGA-B6-A0IJ-01A BRCA 0.444506068
TCGA-LL-A7SZ-01A BRCA 1.223051169
TCGA-C8-A26Y-01A BRCA 2.446484034
TCGA-A8-A06R-01A BRCA 1.233705719
TCGA-AO-A128-01A BRCA 2.305455219
TCGA-E2-A1BC-01A BRCA 1.009401669
TCGA-B6-A0I6-01A BRCA 0.15934098
TCGA-BH-A1ET-01A BRCA 1.50177894
TCGA-A2-A04V-01A BRCA 1.394145099
TCGA-A7-A2KD-01A BRCA 3.548566672
TCGA-A7-A0CE-01A BRCA 2.620950923
TCGA-D8-A1JE-01A BRCA 2.377979616
TCGA-B6-A0WX-01A BRCA 1.645833481
TCGA-A7-A4SB-01A BRCA 1.656092409
TCGA-EW-A1J1-01A BRCA 1.105786405
TCGA-A2-A0YM-01A BRCA 1.53758034
TCGA-A8-A0A4-01A BRCA 2.178799692
TCGA-A2-A0EM-01A BRCA 1.424955035
TCGA-AR-A24X-01A BRCA 2.028341633
TCGA-C8-A132-01A BRCA 1.412711339
TCGA-AN-A049-01A BRCA 1.969145134
TCGA-A2-A0SY-01A BRCA 1.019544209
TCGA-B6-A0RU-01A BRCA 1.931919919
TCGA-AR-A0TX-01A BRCA 1.240038016
TCGA-BH-A0HQ-01A BRCA 1.641113323
TCGA-E2-A15C-01A BRCA 1.448138294
TCGA-AQ-A54N-01A BRCA 0.98295129
TCGA-A8-A07I-01A BRCA 1.748952136
TCGA-B6-A1KI-01A BRCA 1.550356022
TCGA-B6-A0RH-01A BRCA 1.028006372
TCGA-BH-A5IZ-01A BRCA 2.150707111
TCGA-AN-A0XU-01A BRCA 0.297124472
TCGA-LD-A74U-01A BRCA 1.06728792
TCGA-B6-A401-01A BRCA 1.437637835
TCGA-PL-A8LV-01A BRCA 2.17180933
TCGA-BH-A0BR-01A BRCA 1.437219991
TCGA-A8-A07G-01A BRCA 1.475174101
TCGA-A2-A0EN-01A BRCA 1.025462435
TCGA-OK-A5Q2-01A BRCA 1.959524191
TCGA-A8-A084-01A BRCA 1.657154709
TCGA-BH-A0DS-01A BRCA 0.778675016
TCGA-A8-A09I-01A BRCA 1.975798317
TCGA-GM-A3XL-01A BRCA 0.23690462
TCGA-W8-A86G-01A BRCA 0.96862788
TCGA-AO-A12F-01A BRCA 2.081097329
TCGA-BH-A0HK-01A BRCA 1.181796004
TCGA-A8-A06Q-01A BRCA 2.018375809
TCGA-BH-A42U-01A BRCA 0.666906204
TCGA-AQ-A04L-01B BRCA 0.882997208
TCGA-AR-A1AO-01A BRCA 1.207070376
TCGA-Z7-A8R5-01A BRCA 0.619422828
TCGA-B6-A0I1-01A BRCA 1.713557007
TCGA-EW-A1PA-01A BRCA 1.554117317
TCGA-BH-A0W4-01A BRCA 1.666619652
TCGA-A2-A3XZ-01A BRCA 1.52717895
TCGA-A7-A26H-01A BRCA 2.479117664
TCGA-E2-A1B0-01A BRCA 2.239235954
TCGA-BH-A1EU-01A BRCA 1.460037958
TCGA-AC-A23H-01A BRCA 1.619195395
TCGA-EW-A1P4-01A BRCA 0.730234458
TCGA-E2-A10E-01A BRCA 1.986323155
TCGA-EW-A1P0-01A BRCA 1.980780496
TCGA-EW-A6S9-01A BRCA 1.647508105
TCGA-A2-A25B-01A BRCA 1.364854096
TCGA-LL-A6FR-01A BRCA 1.223930503
TCGA-AR-A5QM-01A BRCA 1.334057584
TCGA-EW-A1P5-01A BRCA 1.985012026
TCGA-E2-A14O-01A BRCA 1.944330591
TCGA-AN-A0AR-01A BRCA 1.135998654
TCGA-E9-A22D-01A BRCA 1.916893877
TCGA-A2-A0CS-01A BRCA 1.500071424
TCGA-E2-A1IF-01A BRCA 1.237327798
TCGA-E2-A1IE-01A BRCA 2.512286567
TCGA-BH-A0BW-01A BRCA 2.556048344
TCGA-E2-A1AZ-01A BRCA 2.719681201
TCGA-D8-A27N-01A BRCA 0.940788953
TCGA-A2-A0CT-01A BRCA 2.496124624
TCGA-A8-A09R-01A BRCA 2.583796961
TCGA-B6-A0RE-01A BRCA 1.36909904
TCGA-E9-A249-01A BRCA 2.320357099
TCGA-E2-A1B5-01A BRCA 0.689215269
TCGA-A2-A25A-01A BRCA 1.099757383
TCGA-AO-A03O-01A BRCA 2.396312248
TCGA-E9-A22A-01A BRCA 1.041726389
TCGA-BH-A0GZ-01A BRCA 1.530687648
TCGA-BH-A1FD-01A BRCA 1.563971089
TCGA-A1-A0SH-01A BRCA 1.001807698
TCGA-E2-A10A-01A BRCA 2.443625268
TCGA-B6-A0IO-01A BRCA 1.747114108
TCGA-BH-A1FR-01A BRCA 1.721929119
TCGA-D8-A143-01A BRCA 2.897105073
TCGA-AO-A03R-01A BRCA 1.448290952
TCGA-BH-A0E0-01A BRCA 1.463048025
TCGA-A8-A0AD-01A BRCA 1.869033286
TCGA-GM-A2DI-01A BRCA 1.493060401
TCGA-E9-A6HE-01A BRCA 1.576431759
TCGA-BH-A0B3-01A BRCA 1.942084286
TCGA-AR-A0TU-01A BRCA 0.352768713
TCGA-LQ-A4E4-01A BRCA 1.811598024
TCGA-PL-A8LY-01A BRCA 1.319283888
TCGA-BH-A1FU-01A BRCA 1.217965188
TCGA-A8-A09D-01A BRCA 1.050730842
TCGA-B6-A3ZX-01A BRCA 1.520595625
TCGA-A7-A5ZV-01A BRCA 1.470896621
TCGA-BH-A0AY-01A BRCA 1.218116411
TCGA-A7-A4SD-01A BRCA 1.860797736
TCGA-AO-A03L-01A BRCA 1.855357193
TCGA-A2-A0EX-01A BRCA 1.020954885
TCGA-GM-A2DM-01A BRCA 1.332333798
TCGA-BH-A0DO-01B BRCA 1.171911362
TCGA-HN-A2OB-01A BRCA 0.871416954
TCGA-A2-A0CM-01A BRCA 1.989841855
TCGA-A2-A4S0-01A BRCA 1.462838549
TCGA-BH-A0H9-01A BRCA 1.951101461
TCGA-B6-A0IP-01A BRCA 1.877233171
TCGA-C8-A12X-01A BRCA 2.08149505
TCGA-AN-A0AL-01A BRCA 1.476003595
TCGA-LD-A9QF-01A BRCA 1.886893061
TCGA-E2-A152-01A BRCA 1.435382714
TCGA-BH-A1FE-06A BRCA 0.943889501
TCGA-BH-A18N-01A BRCA 2.07044173
TCGA-C8-A1HN-01A BRCA 2.754200278
TCGA-AN-A0FK-01A BRCA 1.688141973
TCGA-B6-A0IE-01A BRCA 0.690503846
TCGA-B6-A400-01A BRCA 1.599640937
TCGA-GM-A2DB-01A BRCA 1.061867725
TCGA-AC-A2FK-01A BRCA 0.973336009
TCGA-BH-A0HU-01A BRCA 2.50489701
TCGA-D8-A140-01A BRCA 1.548101726
TCGA-A7-A0CD-01A BRCA 2.784996033
TCGA-D8-A1JF-01A BRCA 1.702762795
TCGA-A2-A4S1-01A BRCA 0.55476621
TCGA-5T-A9QA-01A BRCA 2.111999261
TCGA-AR-A2LK-01A BRCA 3.19389514
TCGA-AR-A1AH-01A BRCA 2.032111354
TCGA-AR-A254-01A BRCA 2.148533579
TCGA-E2-A1IO-01A BRCA 1.372995637
TCGA-S3-A6ZF-01A BRCA 2.315266684
TCGA-B6-A0IB-01A BRCA 1.66075558
TCGA-A8-A07J-01A BRCA 1.314858747
TCGA-AN-A0FV-01A BRCA 1.518487217
TCGA-AN-A0XP-01A BRCA 1.678203882
TCGA-A8-A08Z-01A BRCA 1.822309338
TCGA-E9-A226-01A BRCA 1.538702905
TCGA-AR-A1AW-01A BRCA 2.165038456
TCGA-GI-A2C9-01A BRCA 0.197872083
TCGA-EW-A6SA-01A BRCA 1.796479112
TCGA-E9-A1NG-01A BRCA 1.484535758
TCGA-A8-A07L-01A BRCA 0.218402698
TCGA-E2-A15L-01A BRCA 2.363079883
TCGA-D8-A1JI-01A BRCA 1.840807545
TCGA-GM-A2DO-01A BRCA 1.78520339
TCGA-EW-A1P6-01A BRCA 1.952697682
TCGA-AR-A1AI-01A BRCA 2.45111943
TCGA-AR-A0U3-01A BRCA 2.151944767
TCGA-A2-A0ES-01A BRCA 1.21010745
TCGA-A8-A06P-01A BRCA 1.146830827
TCGA-S3-AA12-01A BRCA 1.728370724
TCGA-E9-A3Q9-01A BRCA 1.062156775
TCGA-BH-A0HX-01A BRCA 1.715172687
TCGA-AC-A3W7-01A BRCA 0.898630965
TCGA-AO-A124-01A BRCA 3.12977977
TCGA-AC-A5XU-01A BRCA 1.652012905
TCGA-LL-A6FQ-01A BRCA 0.857319506
TCGA-AQ-A1H2-01A BRCA 1.060382172
TCGA-BH-A0DQ-01A BRCA 1.804998425
TCGA-E2-A106-01A BRCA 1.583299055
TCGA-A2-A25F-01A BRCA 2.038841242
TCGA-AN-A0AT-01A BRCA 0.38797126
TCGA-D8-A27T-01A BRCA 1.550441689
TCGA-A2-A04X-01A BRCA 1.374583996
TCGA-A2-A3XT-01A BRCA 1.751727138
TCGA-AR-A0TY-01A BRCA 1.745492983
TCGA-A2-A0YG-01A BRCA 2.41474173
TCGA-B6-A0WZ-01A BRCA 1.553823937
TCGA-A7-A5ZX-01A BRCA 0.926476601
TCGA-AC-A23G-01A BRCA 1.100475026
TCGA-GM-A2DA-01A BRCA 0.733181738
TCGA-B6-A0X1-01A BRCA 3.092000583
TCGA-AO-A12E-01A BRCA 2.633355563
TCGA-AR-A250-01A BRCA 2.381369467
TCGA-A8-A06O-01A BRCA 2.977382783
TCGA-AO-A12G-01A BRCA 1.175864265
TCGA-A7-A3IY-01A BRCA 1.516443542
TCGA-BH-A1EY-01A BRCA 1.080146392
TCGA-A8-A079-01A BRCA 1.991093025
TCGA-AO-A03P-01A BRCA 2.254661768
TCGA-E2-A572-01A BRCA 0.719633156
TCGA-A2-A0YH-01A BRCA 1.943318736
TCGA-E2-A15G-01A BRCA 1.575767814
TCGA-C8-A12M-01A BRCA 1.616200976
TCGA-AR-A0TV-01A BRCA 2.539439159
TCGA-A7-A13G-01B BRCA 2.227247702
TCGA-A8-A07E-01A BRCA 1.538763584
TCGA-E9-A1N9-01A BRCA 2.444980161
TCGA-BH-A0H3-01A BRCA 1.530314083
TCGA-AR-A1AY-01A BRCA 2.426574739
TCGA-A2-A0D4-01A BRCA 2.694101526
TCGA-E9-A5UO-01A BRCA 2.938554014
TCGA-GM-A2DL-01A BRCA 1.026595047
TCGA-EW-A1PD-01A BRCA 2.956976293
TCGA-A1-A0SI-01A BRCA 1.701045059
TCGA-A2-A0CV-01A BRCA 0.643198414
TCGA-E2-A15E-06A BRCA 1.245340161
TCGA-AO-A12B-01A BRCA 2.004338869
TCGA-B6-A408-01A BRCA 1.338154546
TCGA-OL-A5D7-01A BRCA 1.833066934
TCGA-A2-A0EW-01A BRCA 1.287593139
TCGA-A2-A0T4-01A BRCA 1.968643174
TCGA-C8-A131-01A BRCA 1.664384014
TCGA-BH-A1EN-01A BRCA 1.420161911
TCGA-D8-A3Z5-01A BRCA 0.973953013
TCGA-E9-A247-01A BRCA 2.273362649
TCGA-C8-A12Q-01A BRCA 1.512762687
TCGA-E2-A1BD-01A BRCA 1.591025626
TCGA-E9-A1RI-01A BRCA 2.075942275
TCGA-E2-A105-01A BRCA 2.613149342
TCGA-D8-A1JK-01A BRCA 1.685730007
TCGA-BH-A0BJ-01A BRCA 1.670227777
TCGA-S3-AA14-01A BRCA 1.147834306
TCGA-C8-A26V-01A BRCA 1.419493587
TCGA-BH-A1FB-01A BRCA 1.443428936
TCGA-D8-A1JP-01A BRCA 2.195648087
TCGA-E2-A14X-01A BRCA 1.760138912
TCGA-BH-A0E2-01A BRCA 1.231818155
TCGA-PL-A8LZ-01A BRCA 1.568418963
TCGA-LL-A740-01A BRCA 1.100866912
TCGA-D8-A1X7-01A BRCA 2.184700415
TCGA-AO-A0JD-01A BRCA 1.825116086
TCGA-D8-A1X5-01A BRCA 1.414414608
TCGA-E9-A22E-01A BRCA 0.628327455
TCGA-AC-A23E-01A BRCA 1.448942724
TCGA-AR-A0U2-01A BRCA 3.626336115
TCGA-A2-A1FV-01A BRCA 2.096749851
TCGA-A8-A09B-01A BRCA 2.110918311
TCGA-AN-A0XO-01A BRCA 1.703688047
TCGA-A7-A425-01A BRCA 1.49588119
TCGA-A2-A0CZ-01A BRCA 0.656823146
TCGA-GM-A3NY-01A BRCA 0.940300684
TCGA-AR-A0U0-01A BRCA 2.27365837
TCGA-AR-A24P-01A BRCA 2.772679106
TCGA-AN-A0G0-01A BRCA 2.567983762
TCGA-AN-A0AM-01A BRCA 1.222335475
TCGA-BH-A0E6-01A BRCA 1.385581285
TCGA-E9-A248-01A BRCA 2.834144425
TCGA-B6-A1KN-01A BRCA 1.81707838
TCGA-LL-A9Q3-01A BRCA 0.671927842
TCGA-A8-A08B-01A BRCA 1.910235516
TCGA-A1-A0SG-01A BRCA 1.527944568
TCGA-BH-A0H0-01A BRCA 2.618039603
TCGA-D8-A1XR-01A BRCA 2.451365849
TCGA-C8-A12P-01A BRCA 1.634784814
TCGA-LL-A50Y-01A BRCA 1.107584728
TCGA-AO-A03N-01B BRCA 1.276014386
TCGA-E2-A1IU-01A BRCA 1.879561513
TCGA-EW-A1IX-01A BRCA 1.251819765
TCGA-A2-A0EV-01A BRCA 2.65601619
TCGA-AC-A3W5-01A BRCA 1.254271844
TCGA-AR-A2LN-01A BRCA 1.025793894
TCGA-E9-A1QZ-01A BRCA 2.620936903
TCGA-BH-A8FY-01A BRCA 1.583858932
TCGA-AC-A6IX-06A BRCA 1.056059572
TCGA-AR-A1AL-01A BRCA 1.850486192
TCGA-BH-A42T-01A BRCA 2.740772635
TCGA-BH-A0B9-01A BRCA 1.596529059
TCGA-AO-A0J8-01A BRCA 1.385649935
TCGA-BH-A2L8-01A BRCA 1.61579072
TCGA-E9-A1N5-01A BRCA 1.576868144
TCGA-A8-A075-01A BRCA 1.560843246
TCGA-AN-A0FZ-01A BRCA 1.779907595
TCGA-D8-A1XJ-01A BRCA 2.093015704
TCGA-E2-A15F-01A BRCA 2.138624441
TCGA-A2-A0EP-01A BRCA 1.084293589
TCGA-BH-A18K-01A BRCA 1.49853337
TCGA-AR-A5QN-01A BRCA 1.923768132
TCGA-E9-A244-01A BRCA 0.560569712
TCGA-A8-A0A2-01A BRCA 1.42395979
TCGA-B6-A40C-01A BRCA 1.955343693
TCGA-AR-A2LQ-01A BRCA 1.052841901
TCGA-EW-A1J6-01A BRCA 1.646332076
TCGA-EW-A1IZ-01A BRCA 1.497378407
TCGA-AC-A2FG-01A BRCA 1.260396308
TCGA-A8-A09Z-01A BRCA 1.196315587
TCGA-EW-A1P1-01A BRCA 1.229373299
TCGA-A8-A0A9-01A BRCA 1.927593202
TCGA-BH-A0DT-01A BRCA 1.50039475
TCGA-A2-A0T2-01A BRCA 0.761321712
TCGA-A7-A4SA-01A BRCA 0.436282978
TCGA-D8-A27F-01A BRCA 0.32896507
TCGA-D8-A146-01A BRCA 1.030583791
TCGA-D8-A27E-01A BRCA 1.244580668
TCGA-C8-A138-01A BRCA 0.966157795
TCGA-E2-A14V-01A BRCA 2.310045975
TCGA-AC-A5EH-01A BRCA 1.06560686
TCGA-A2-A0YL-01A BRCA 1.505339216
TCGA-E2-A1LK-01A BRCA 1.631785881
TCGA-D8-A13Z-01A BRCA 2.088662346
TCGA-D8-A27V-01A BRCA 0.987644386
TCGA-EW-A3U0-01A BRCA 1.584243293
TCGA-A2-A4S2-01A BRCA 1.312706638
TCGA-D8-A1XV-01A BRCA 1.965979938
TCGA-BH-A1F0-01A BRCA 2.742799445
TCGA-AN-A0FT-01A BRCA 0.829758036
TCGA-E2-A15K-01A BRCA 2.560244996
TCGA-BH-A0DL-01A BRCA 2.304866813
TCGA-A2-A0EY-01A BRCA 1.766432073
TCGA-B6-A0IG-01A BRCA 3.427273602
TCGA-BH-A0HI-01A BRCA 1.469312031
TCGA-E2-A576-01A BRCA 1.806017567
TCGA-BH-A201-01A BRCA 1.846037505
TCGA-D8-A1JB-01A BRCA 1.598289033
TCGA-A1-A0SN-01A BRCA 1.839844041
TCGA-A8-A08A-01A BRCA 1.34892794
TCGA-A2-A0YI-01A BRCA 1.014422668
TCGA-AR-A1AN-01A BRCA 1.121791042
TCGA-AR-A2LM-01A BRCA 1.422414766
TCGA-AR-A5QQ-01A BRCA 2.335636081
TCGA-AR-A0TR-01A BRCA 1.265151035
TCGA-GM-A3XG-01A BRCA 0.723852503
TCGA-BH-A1FC-01A BRCA 2.407026803
TCGA-A2-A0D1-01A BRCA 1.272506745
TCGA-EW-A1P7-01A BRCA 1.174149621
TCGA-AR-A1AP-01A BRCA 1.479430685
TCGA-E2-A150-01A BRCA 1.613343871
TCGA-EW-A2FW-01A BRCA 3.114032713
TCGA-AR-A1AV-01A BRCA 2.438305978
TCGA-A2-A0T1-01A BRCA 1.706766427
TCGA-AO-A0JF-01A BRCA 1.261947609
TCGA-OL-A6VR-01A BRCA 1.184336527
TCGA-A8-A090-01A BRCA 3.060481832
TCGA-BH-A0BG-01A BRCA 1.51850743
TCGA-AO-A1KP-01A BRCA 1.815446596
TCGA-LL-A441-01A BRCA 1.57707948
TCGA-C8-A133-01A BRCA 1.210835191
TCGA-BH-A8FZ-01A BRCA 1.312680445
TCGA-E2-A1II-01A BRCA 2.138630942
TCGA-EW-A6SC-01A BRCA 1.190245447
TCGA-AN-A0XT-01A BRCA 1.098387274
TCGA-BH-A0RX-01A BRCA 1.5087383
TCGA-A8-A08X-01A BRCA 1.79137493
TCGA-AO-A03V-01A BRCA 0.941725501
TCGA-EW-A1PH-01A BRCA 1.929070419
TCGA-A2-A0ST-01A BRCA 1.584113795
TCGA-BH-A0BC-01A BRCA 1.08140915
TCGA-E9-A1NH-01A BRCA 0.811410628
TCGA-B6-A0X5-01A BRCA 3.013388353
TCGA-AC-A4ZE-01A BRCA 1.918617354
TCGA-A8-A07Z-01A BRCA 1.570987889
TCGA-OL-A66P-01A BRCA 0.59099592
TCGA-E2-A1LE-01A BRCA 1.28467668
TCGA-C8-A8HR-01A BRCA 1.752887155
TCGA-A8-A09T-01A BRCA 2.098024957
TCGA-BH-A0HB-01A BRCA 0.870060585
TCGA-A8-A08G-01A BRCA 2.257752788
TCGA-A2-A0EQ-01A BRCA 1.691917784
TCGA-A8-A081-01A BRCA 3.35736926
TCGA-AO-A1KO-01A BRCA 1.070622539
TCGA-BH-A0HW-01A BRCA 2.552949035
TCGA-OL-A66H-01A BRCA 1.475095354
TCGA-A2-A0T0-01A BRCA 1.916798201
TCGA-AN-A04C-01A BRCA 2.986255318
TCGA-E2-A573-01A BRCA 2.204079964
TCGA-AN-A0XS-01A BRCA 1.434139668
TCGA-D8-A3Z6-01A BRCA 1.170391006
TCGA-EW-A3E8-01B BRCA 1.384755435
TCGA-C8-A137-01A BRCA 1.382583095
TCGA-GM-A4E0-01A BRCA 0.76959486
TCGA-E2-A1B4-01A BRCA 0.725789411
TCGA-EW-A2FS-01A BRCA 1.487633991
TCGA-S3-A6ZG-01A BRCA 2.642653896
TCGA-GM-A3XN-01A BRCA 1.072250816
TCGA-EW-A1P8-01A BRCA 2.046790837
TCGA-E2-A156-01A BRCA 1.926399458
TCGA-AC-A8OP-01A BRCA 1.276046774
TCGA-AN-A0FS-01A BRCA 1.534027467
TCGA-B6-A0IM-01A BRCA 2.44192621
TCGA-E9-A3HO-01A BRCA 2.459799465
TCGA-D8-A27K-01A BRCA 1.826941539
TCGA-E9-A2JT-01A BRCA 1.524387664
TCGA-GM-A2DK-01A BRCA 1.28626735
TCGA-AR-A1AK-01A BRCA 2.297038135
TCGA-E2-A15R-01A BRCA 2.780358687
TCGA-BH-A18Q-01A BRCA 1.908990523
TCGA-E2-A153-01A BRCA 1.148456313
TCGA-BH-A0BT-01A BRCA 1.14073613
TCGA-E9-A54Y-01A BRCA 2.137572159
TCGA-E2-A14Q-01A BRCA 1.148314414
TCGA-BH-A0HN-01A BRCA 0.878100491
TCGA-E2-A1IK-01A BRCA 1.177468451
TCGA-E2-A10C-01A BRCA 1.661048911
TCGA-A8-A095-01A BRCA 3.103460834
TCGA-A7-A0DB-01A BRCA 1.726014142
TCGA-BH-A18J-01A BRCA 1.41275068
TCGA-BH-A28O-01A BRCA 0.902411213
TCGA-AC-A3TN-01A BRCA 1.093682606
TCGA-A7-A13E-01A BRCA 2.144513106
TCGA-BH-A0W5-01A BRCA 1.569053452
TCGA-GM-A2DD-01A BRCA 0.876978524
TCGA-AN-A0XV-01A BRCA 1.560768031
TCGA-E2-A1IL-01A BRCA 1.406444815
TCGA-EW-A2FR-01A BRCA 1.38735476
TCGA-3C-AAAU-01A BRCA 2.601311084
TCGA-AR-A24W-01A BRCA 1.39951148
TCGA-OL-A5RZ-01A BRCA 1.049310546
TCGA-E9-A1RB-01A BRCA 2.521811414
TCGA-AN-A0AJ-01A BRCA 2.560150833
TCGA-AR-A1AT-01A BRCA 2.081629906
TCGA-A8-A09Q-01A BRCA 1.838584249
TCGA-A8-A083-01A BRCA 1.47002059
TCGA-AN-A0XL-01A BRCA 2.088643777
TCGA-E9-A1RC-01A BRCA 2.305889092
TCGA-D8-A27I-01A BRCA 1.735582059
TCGA-A2-A04Y-01A BRCA 1.600303626
TCGA-PE-A5DC-01A BRCA 1.875217122
TCGA-OL-A5D8-01A BRCA 1.397598332
TCGA-A7-A26E-01A BRCA 1.893118431
TCGA-AN-A0FL-01A BRCA 0.22966405
TCGA-A8-A0A1-01A BRCA 2.214700268
TCGA-AN-A0FN-01A BRCA 1.091878739
TCGA-D8-A1J9-01A BRCA 1.342685331
TCGA-BH-A1EO-01A BRCA 1.7608526
TCGA-B6-A0I2-01A BRCA 1.256093801
TCGA-E9-A5UP-01A BRCA 1.454725758
TCGA-A2-A0T5-01A BRCA 1.726117619
TCGA-A7-A0DA-01A BRCA 1.291040554
TCGA-B6-A0IC-01A BRCA 1.873514983
TCGA-BH-A5J0-01A BRCA 0.80937209
TCGA-A2-A0CY-01A BRCA 0.681551057
TCGA-E9-A245-01A BRCA 1.563548426
TCGA-GM-A3NW-01A BRCA 1.252105777
TCGA-A1-A0SB-01A BRCA 1.621377924
TCGA-OL-A66N-01A BRCA 0.736339844
TCGA-A2-A0CQ-01A BRCA 1.326420012
TCGA-C8-A1HG-01A BRCA 2.370376176
TCGA-AC-A2BK-01A BRCA 2.102600658
TCGA-A8-A08J-01A BRCA 1.647208056
TCGA-A8-A09V-01A BRCA 2.141942687
TCGA-A2-A0T3-01A BRCA 2.651202022
TCGA-C8-A1HK-01A BRCA 1.237528007
TCGA-AN-A04A-01A BRCA 1.050908326
TCGA-E9-A1RG-01A BRCA 1.673359403
TCGA-JL-A3YW-01A BRCA 1.571262505
TCGA-E2-A154-01A BRCA 2.473509388
TCGA-A2-A04U-01A BRCA 3.096888672
TCGA-BH-A0EE-01A BRCA 1.333808446
TCGA-BH-A0H5-01A BRCA 1.473761926
TCGA-EW-A1IW-01A BRCA 2.752784551
TCGA-AO-A0J4-01A BRCA 0.53290103
TCGA-A7-A3J1-01A BRCA 1.815925037
TCGA-E9-A243-01A BRCA 0.96302858
TCGA-C8-A134-01A BRCA 0.394654776
TCGA-D8-A1Y1-01A BRCA 2.158793994
TCGA-AO-A12A-01A BRCA 1.559975737
TCGA-E2-A108-01A BRCA 1.260262753
TCGA-BH-A0E1-01A BRCA 2.338258242
TCGA-E2-A14U-01A BRCA 0.883720873
TCGA-BH-A0HL-01A BRCA 2.400988098
TCGA-E9-A229-01A BRCA 1.976466926
TCGA-A8-A08T-01A BRCA 1.431478629
TCGA-E9-A1RF-01A BRCA 1.01163051
TCGA-A2-A04T-01A BRCA 0.242772041
TCGA-E2-A15P-01A BRCA 2.02331512
TCGA-C8-A3M8-01A BRCA 2.375427917
TCGA-LL-A5YO-01A BRCA 0.878867013
TCGA-OL-A66L-01A BRCA 0.607380111
TCGA-OL-A66K-01A BRCA 1.649639526
TCGA-E2-A1LG-01A BRCA 1.963061103
TCGA-E2-A1LS-01A BRCA 0.53232101
TCGA-A7-A426-01A BRCA 0.892149042
TCGA-BH-A0B7-01A BRCA 1.053919145
TCGA-AC-A2FO-01A BRCA 1.22812461
TCGA-D8-A27L-01A BRCA 1.832499182
TCGA-AC-A2FF-01A BRCA 1.745267341
TCGA-GM-A2D9-01A BRCA 0.78659345
TCGA-A2-A0D3-01A BRCA 1.146094504
TCGA-A2-A0EO-01A BRCA 1.077734419
TCGA-A2-A0T7-01A BRCA 1.880896233
TCGA-OL-A6VO-01A BRCA 2.747081719
TCGA-BH-A0EI-01A BRCA 1.756118318
TCGA-A8-A094-01A BRCA 1.520190178
TCGA-A8-A092-01A BRCA 3.736600056
TCGA-AC-A3W6-01A BRCA 0.964330872
TCGA-BH-A0BA-01A BRCA 1.975315248
TCGA-EW-A1OX-01A BRCA 1.088961272
TCGA-A2-A0CR-01A BRCA 0.723142969
TCGA-D8-A1JD-01A BRCA 2.089269676
TCGA-C8-A26X-01A BRCA 1.147087053
TCGA-A1-A0SE-01A BRCA 1.9090749
TCGA-A7-A4SF-01A BRCA 1.895444
TCGA-OL-A66O-01A BRCA 1.828750582
TCGA-C8-A26W-01A BRCA 1.82617314
TCGA-E2-A9RU-01A BRCA 1.462363495
TCGA-AN-A0FW-01A BRCA 1.000619612
TCGA-D8-A1JC-01A BRCA 2.662959756
TCGA-C8-A12V-01A BRCA 0.965231006
TCGA-A2-A04P-01A BRCA 0.181942953
TCGA-BH-A0W3-01A BRCA 2.812902633
TCGA-BH-A0B5-01A BRCA 2.371345038
TCGA-S3-AA10-01A BRCA 2.54397296
TCGA-BH-A0B0-01A BRCA 0.761341053
TCGA-E2-A574-01A BRCA 1.430346287
TCGA-AN-A0XN-01A BRCA 1.356711139
TCGA-AN-A0XW-01A BRCA 1.798735914
TCGA-C8-A1HF-01A BRCA 1.668644254
TCGA-AR-A2LO-01A BRCA 2.242442627
TCGA-D8-A1XA-01A BRCA 2.058350952
TCGA-BH-A0BL-01A BRCA 1.803191865
TCGA-EW-A1J2-01A BRCA 1.447562608
TCGA-BH-A0AZ-01A BRCA 1.256880067
TCGA-E9-A227-01A BRCA 1.452227093
TCGA-A2-A0D2-01A BRCA 0.617240775
TCGA-D8-A1XM-01A BRCA 2.378038009
TCGA-D8-A1Y3-01A BRCA 2.22924266
TCGA-C8-A275-01A BRCA 1.65094348
TCGA-E2-A3DX-01A BRCA 1.397378409
TCGA-C8-A1HM-01A BRCA 3.006025989
TCGA-E2-A158-01A BRCA 0.63138491
TCGA-AR-A0TP-01A BRCA 0.178987295
TCGA-A7-A26F-01B BRCA 2.08072598
TCGA-A2-A1FW-01A BRCA 1.534068409
TCGA-E2-A15A-06A BRCA 2.676688207
TCGA-BH-A0C7-01B BRCA 3.494967163
TCGA-AR-A1AJ-01A BRCA 2.389314449
TCGA-E9-A1R5-01A BRCA 1.769147435
TCGA-A8-A09A-01A BRCA 1.853949159
TCGA-GM-A2DC-01A BRCA 1.34116319
TCGA-A2-A3KC-01A BRCA 1.994237215
TCGA-AO-A0J9-01A BRCA 1.11707624
TCGA-E2-A14Y-01A BRCA 1.424875268
TCGA-D8-A4Z1-01A BRCA 1.246041606
TCGA-3C-AALI-01A BRCA 1.745950597
TCGA-E2-A159-01A BRCA 2.326625802
TCGA-E2-A155-01A BRCA 1.691192472
TCGA-A8-A082-01A BRCA 2.696809155
TCGA-E2-A14R-01A BRCA 0.215571532
TCGA-D8-A141-01A BRCA 1.369107442
TCGA-BH-A204-01A BRCA 3.298108113
TCGA-E2-A109-01A BRCA 2.506453151
TCGA-C8-A1HJ-01A BRCA 1.933333057
TCGA-BH-A0C1-01B BRCA 1.479193678
TCGA-D8-A1Y2-01A BRCA 1.750949614
TCGA-AR-A2LJ-01A BRCA 0.956588543
TCGA-AC-A2QH-01B BRCA 1.858444514
TCGA-A2-A0YK-01A BRCA 1.159576756
TCGA-E9-A22H-01A BRCA 2.69403384
TCGA-E2-A1L8-01A BRCA 1.423770967
TCGA-BH-A0B8-01A BRCA 2.076674236
TCGA-BH-A18G-01A BRCA 0.681174753
TCGA-JL-A3YX-01A BRCA 2.091522538
TCGA-S3-AA17-01A BRCA 2.044986104
TCGA-E2-A15M-01A BRCA 1.78738472
TCGA-E2-A56Z-01A BRCA 1.775978804
TCGA-A7-A0CH-01A BRCA 1.641064659
TCGA-AR-A0TZ-01A BRCA 3.339913289
TCGA-E2-A15I-01A BRCA 1.549088532
TCGA-BH-A0B4-01A BRCA 2.2335487
TCGA-E2-A15K-06A BRCA 2.347464579
TCGA-BH-A0WA-01A BRCA 0.90533145
TCGA-A2-A0ET-01A BRCA 2.321732434
TCGA-OL-A5RW-01A BRCA 0.073180334
TCGA-A7-A13D-01B BRCA 2.684387241
TCGA-AN-A0FD-01A BRCA 0.891376713
TCGA-BH-A0H7-01A BRCA 1.400243802
TCGA-LL-A5YL-01A BRCA 1.475920147
TCGA-A2-A0D0-01A BRCA 1.872030885
TCGA-AO-A129-01A BRCA 0.638839094
TCGA-BH-A1EW-01A BRCA 2.476326184
TCGA-AO-A03M-01B BRCA 1.42290556
TCGA-B6-A0RP-01A BRCA 1.233438127
TCGA-E2-A15T-01A BRCA 2.938208965
TCGA-A2-A4RW-01A BRCA 1.11521807
TCGA-A8-A08O-01A BRCA 2.23817568
TCGA-BH-A18I-01A BRCA 1.663798424
TCGA-BH-A0BM-01A BRCA 0.775649697
TCGA-E2-A14N-01A BRCA 0.91970907
TCGA-5L-AAT0-01A BRCA 1.12270291
TCGA-BH-A6R9-01A BRCA 0.871505097
TCGA-EW-A1PG-01A BRCA 0.886479211
TCGA-AN-A03Y-01A BRCA 1.900944942
TCGA-B6-A0RT-01A BRCA 1.02904222
TCGA-A2-A25D-01A BRCA 1.202135633
TCGA-A7-A56D-01A BRCA 0.554550562
TCGA-D8-A73W-01A BRCA 1.262948671
TCGA-AO-A0J5-01A BRCA 0.905565239
TCGA-A2-A1G6-01A BRCA 1.169359993
TCGA-AC-A3OD-01B BRCA 2.277244393
TCGA-A7-A0CJ-01A BRCA 1.575889874
TCGA-A8-A07U-01A BRCA 1.96193633
TCGA-D8-A1XS-01A BRCA 3.179830841
TCGA-B6-A0I8-01A BRCA 1.496713393
TCGA-LL-A5YM-01A BRCA 1.714337019
TCGA-E2-A15E-01A BRCA 1.568005635
TCGA-D8-A27G-01A BRCA 1.375705665
TCGA-BH-A1EX-01A BRCA 1.960941932
TCGA-A8-A076-01A BRCA 1.434702156
TCGA-EW-A1OV-01A BRCA 1.677634415
TCGA-B6-A0X7-01A BRCA 1.326557889
TCGA-B6-A0WT-01A BRCA 2.500578432
TCGA-A2-A4S3-01A BRCA 3.437186409
TCGA-BH-A0BZ-01A BRCA 1.821768181
TCGA-OL-A5RU-01A BRCA 1.06692183
TCGA-D8-A73U-01A BRCA 0.920402266
TCGA-A2-A0YT-01A BRCA 2.14888244
TCGA-A1-A0SK-01A BRCA 2.916771805
TCGA-E9-A295-01A BRCA 1.533478061
TCGA-AR-A1AR-01A BRCA 2.564440401
TCGA-D8-A1XY-01A BRCA 1.863107531
TCGA-LL-A8F5-01A BRCA 1.3858616
TCGA-E9-A1R6-01A BRCA 2.362843144
TCGA-BH-A1FL-01A BRCA 2.198737952
TCGA-E9-A1RE-01A BRCA 2.615391239
TCGA-D8-A1JN-01A BRCA 0.554627307
TCGA-D8-A145-01A BRCA 1.579167999
TCGA-B6-A0IK-01A BRCA 2.111434532
TCGA-C8-A1HE-01A BRCA 2.032736658
TCGA-A8-A0AB-01A BRCA 2.916690404
TCGA-EW-A1J3-01A BRCA 2.253916648
TCGA-GI-A2C8-01A BRCA 0.535202196
TCGA-A2-A0YJ-01A BRCA 1.751801228
TCGA-A8-A0A7-01A BRCA 1.104106978
TCGA-A8-A08L-01A BRCA 2.101284873
TCGA-BH-A0H6-01A BRCA 1.244630468
TCGA-D8-A1XL-01A BRCA 2.064266176
TCGA-E2-A10B-01A BRCA 1.817066886
TCGA-E9-A228-01A BRCA 2.913749492
TCGA-A2-A3KD-01A BRCA 1.54113434
TCGA-AQ-A7U7-01A BRCA 1.339340059
TCGA-AO-A1KS-01A BRCA 2.641340217
TCGA-A7-A0DC-01B BRCA 2.412772846
TCGA-BH-A0EB-01A BRCA 1.264497007
TCGA-C8-A12W-01A BRCA 2.882905678
TCGA-AR-A24L-01A BRCA 2.418234093
TCGA-EW-A1PB-01A BRCA 0.435205431
TCGA-D8-A1JJ-01A BRCA 1.858917855
TCGA-C8-A12Z-01A BRCA 1.482516225
TCGA-A8-A09X-01A BRCA 1.547390407
TCGA-AC-A62Y-01A BRCA 1.025436333
TCGA-AC-A3YJ-01A BRCA 0.789010016
TCGA-E9-A22G-01A BRCA 1.730631071
TCGA-GM-A5PX-01A BRCA 0.810405228
TCGA-A2-A4RX-01A BRCA 1.852894171
TCGA-B6-A0WW-01A BRCA 1.740833431
TCGA-A2-A0SV-01A BRCA 2.490556195
TCGA-AR-A24U-01A BRCA 1.646009119
TCGA-B6-A0X0-01A BRCA 1.792100815
TCGA-BH-A0EA-01A BRCA 0.987870031
TCGA-LL-A440-01A BRCA 1.398475989
TCGA-A1-A0SQ-01A BRCA 1.964726722
TCGA-A8-A09N-01A BRCA 1.86042876
TCGA-AC-A3QQ-01B BRCA 2.807693635
TCGA-BH-A18V-06A BRCA 2.867409213
TCGA-BH-A18H-01A BRCA 1.08881484
TCGA-E2-A1LH-01A BRCA 1.160009393
TCGA-C8-A27A-01A BRCA 3.216878205
TCGA-E9-A1R4-01A BRCA 2.295789366
TCGA-A2-A3XU-01A BRCA 1.505273616
TCGA-HN-A2NL-01A BRCA 2.129477526
TCGA-BH-A0BO-01A BRCA 1.158855643
TCGA-D8-A1Y0-01A BRCA 2.430334386
TCGA-B6-A40B-01A BRCA 1.271906796
TCGA-PL-A8LX-01A BRCA 1.238834758
TCGA-B6-A1KF-01A BRCA 1.642077027
TCGA-AO-A0J7-01A BRCA 2.610354133
TCGA-EW-A2FV-01A BRCA 1.309903425
TCGA-AR-A252-01A BRCA 1.512438227
TCGA-AN-A0XR-01A BRCA 1.404335947
TCGA-A2-A0YC-01A BRCA 2.218525421
TCGA-A8-A07P-01A BRCA 1.786976002
TCGA-E9-A3X8-01A BRCA 0.720976286
TCGA-AC-A2B8-01A BRCA 1.070979983
TCGA-AO-A0JL-01A BRCA 0.509532094
TCGA-D8-A27W-01A BRCA 2.661752337
TCGA-B6-A0RO-01A BRCA 0.938763577
TCGA-BH-A0DE-01A BRCA 1.713290525
TCGA-D8-A147-01A BRCA 2.907248515
TCGA-BH-A202-01A BRCA 3.069852558
TCGA-BH-A18R-01A BRCA 1.66138015
TCGA-B6-A0RV-01A BRCA 1.205554561
TCGA-D8-A27P-01A BRCA 1.457347808
TCGA-BH-A0W7-01A BRCA 1.143231329
TCGA-AC-A7VB-01A BRCA 2.850060619
TCGA-AN-A046-01A BRCA 1.166935874
TCGA-A2-A0SX-01A BRCA 2.007484444
TCGA-A8-A06N-01A BRCA 2.181450414
TCGA-BH-A8G0-01A BRCA 1.023948882
TCGA-BH-A0HP-01A BRCA 1.035673904
TCGA-BH-A18U-01A BRCA 3.364155267
TCGA-AN-A0AS-01A BRCA 0.803518514
TCGA-AO-A0JC-01A BRCA 1.596967749
TCGA-BH-A1F2-01A BRCA 1.907511704
TCGA-BH-A18M-01A BRCA 1.829733017
TCGA-C8-A12L-01A BRCA 1.150904703
TCGA-E9-A1R7-01A BRCA 2.654903867
TCGA-BH-A1FH-01A BRCA 0.93964712
TCGA-AR-A24V-01A BRCA 2.218970764
TCGA-AC-A6IX-01A BRCA 0.946675388
TCGA-D8-A1JH-01A BRCA 1.585843289
TCGA-BH-A1FE-01A BRCA 2.753952836
TCGA-A2-A25C-01A BRCA 2.763927613
TCGA-B6-A0IQ-01A BRCA 1.735491464
TCGA-AO-A0JI-01A BRCA 2.102381203
TCGA-B6-A0IA-01A BRCA 1.301000378
TCGA-E2-A1L7-01A BRCA 1.147615876
TCGA-BH-A18F-01A BRCA 2.081962224
TCGA-C8-A1HI-01A BRCA 1.091743171
TCGA-A2-A0YD-01A BRCA 1.282426296
TCGA-A8-A06U-01A BRCA 1.976473076
TCGA-BH-A18S-01A BRCA 1.819963821
TCGA-A8-A08S-01A BRCA 1.986100988
TCGA-A8-A08C-01A BRCA 1.352829413
TCGA-C8-A1HO-01A BRCA 1.438059853
TCGA-AO-A0JG-01A BRCA 0.734651274
TCGA-E9-A1NF-01A BRCA 0.906027589
TCGA-AO-A0J6-01A BRCA 2.428894959
TCGA-LL-A5YP-01A BRCA 1.509789975
TCGA-BH-A0DI-01A BRCA 1.000839636
TCGA-BH-A1FJ-01A BRCA 3.099252817
TCGA-UU-A93S-01A BRCA 1.75178079
TCGA-A2-A0YE-01A BRCA 2.087150569
TCGA-BH-A209-01A BRCA 2.100155181
TCGA-OL-A5RX-01A BRCA 1.015186385
TCGA-E2-A15D-01A BRCA 1.353536571
TCGA-D8-A27H-01A BRCA 0.285790141
TCGA-BH-A1F6-01A BRCA 1.63492897
TCGA-A1-A0SD-01A BRCA 1.41951804
TCGA-A7-A26J-01B BRCA 3.062159111
TCGA-D8-A1XC-01A BRCA 1.560391761
TCGA-A2-A04R-01A BRCA 2.293203044
TCGA-LD-A66U-01A BRCA 0.890930864
TCGA-E2-A15O-01A BRCA 2.622848373
TCGA-AR-A24T-01A BRCA 1.588364351
TCGA-BH-A0HO-01A BRCA 1.512878524
TCGA-A7-A6VW-01A BRCA 0.857587218
TCGA-BH-A0HY-01A BRCA 1.469825888
TCGA-3C-AALJ-01A BRCA 1.169146313
TCGA-BH-AB28-01A BRCA 1.965624281
TCGA-A7-A0CG-01A BRCA 1.17706777
TCGA-A8-A08H-01A BRCA 1.942458601
TCGA-B6-A0WV-01A BRCA 2.744125825
TCGA-D8-A1XF-01A BRCA 3.407720602
TCGA-BH-A0BQ-01A BRCA 1.357650684
TCGA-EW-A1PC-01B BRCA 3.444486325
TCGA-A8-A08I-01A BRCA 2.60487041
TCGA-B6-A0X4-01A BRCA 1.434221915
TCGA-E9-A2JS-01A BRCA 2.748190248
TCGA-A8-A096-01A BRCA 2.045956999
TCGA-B6-A0WY-01A BRCA 1.255925503
TCGA-A8-A09E-01A BRCA 2.591893194
TCGA-BH-A1ES-06A BRCA 0.692159346
TCGA-EW-A1OW-01A BRCA 2.639000989
TCGA-D8-A1XD-01A BRCA 2.132804469
TCGA-E9-A54X-01A BRCA 1.349081052
TCGA-B6-A0RG-01A BRCA 1.770829803
TCGA-A8-A097-01A BRCA 2.751850752
TCGA-A2-A0CX-01A BRCA 1.443975964
TCGA-E9-A5FK-01A BRCA 0.47537068
TCGA-C8-A8HQ-01A BRCA 1.85168387
TCGA-BH-A0BP-01A BRCA 0.803730967
TCGA-B6-A0RL-01A BRCA 2.695311201
TCGA-A8-A08F-01A BRCA 0.669056815
TCGA-A2-A0CK-01A BRCA 1.306363398
TCGA-E9-A1N4-01A BRCA 2.214764566
TCGA-D8-A1XZ-01A BRCA 1.595713444
TCGA-AR-A1AS-01A BRCA 2.167868225
TCGA-EW-A424-01A BRCA 1.347996511
TCGA-A7-A3RF-01A BRCA 1.057650911
TCGA-AR-A24H-01A BRCA 3.506542125
TCGA-A8-A06T-01A BRCA 2.237725022
TCGA-C8-A1HL-01A BRCA 1.444753276
TCGA-D8-A1X8-01A BRCA 1.977069317
TCGA-AO-A1KT-01A BRCA 1.967882754
TCGA-B6-A0RQ-01A BRCA 0.997784359
TCGA-AR-A1AQ-01A BRCA 1.983900637
TCGA-OL-A5D6-01A BRCA 0.656961182
TCGA-A8-A091-01A BRCA 1.790067175
TCGA-A7-A4SE-01A BRCA 0.981081205
TCGA-AC-A2FE-01A BRCA 1.422608063
TCGA-C8-A26Z-01A BRCA 2.023918079
TCGA-C8-A12Y-01A BRCA 1.249151435
TCGA-A7-A13F-01A BRCA 3.235847915
TCGA-BH-A28Q-01A BRCA 1.537845874
TCGA-GM-A5PV-01A BRCA 0.991279934
TCGA-A7-A4SC-01A BRCA 1.229501996
TCGA-A8-A09G-01A BRCA 3.771489889
TCGA-E2-A15H-01A BRCA 1.541963445
TCGA-A7-A13E-01B BRCA 2.055545353
TCGA-B6-A0IH-01A BRCA 1.040620201
TCGA-A2-A1G4-01A BRCA 2.780025592
TCGA-A8-A093-01A BRCA 1.943392833
TCGA-C8-A12O-01A BRCA 2.327618508
TCGA-AO-A1KQ-01A BRCA 2.980257151
TCGA-AR-A256-01A BRCA 2.080747025
TCGA-OL-A66I-01A BRCA 1.744057701
TCGA-C8-A3M7-01A BRCA 1.216210719
TCGA-A2-A04W-01A BRCA 0.627121148
TCGA-OL-A97C-01A BRCA 1.079365588
TCGA-AR-A1AM-01A BRCA 0.922398487
TCGA-AR-A2LR-01A BRCA 2.19644042
TCGA-EW-A1OZ-01A BRCA 1.327718547
TCGA-A1-A0SF-01A BRCA 1.374551121
TCGA-A1-A0SJ-01A BRCA 1.449866389
TCGA-D8-A1JU-01A BRCA 0.977221532
TCGA-A8-A07F-01A BRCA 2.436516567
TCGA-A7-A6VY-01A BRCA 0.347438822
TCGA-A2-A0CU-01A BRCA 2.321769375
TCGA-E9-A1NE-01A BRCA 1.613492856
TCGA-A7-A0D9-01A BRCA 1.337173429
TCGA-C8-A12K-01A BRCA 2.132374691
TCGA-A8-A07O-01A BRCA 2.651355503
TCGA-C8-A12U-01A BRCA 1.676827536
TCGA-C8-A8HP-01A BRCA 1.392417984
TCGA-A2-A3XV-01A BRCA 1.619101208
TCGA-BH-A0AW-01A BRCA 0.761717485
TCGA-AN-A0FF-01A BRCA 1.79427778
TCGA-AR-A24M-01A BRCA 1.938344117
TCGA-E2-A2P6-01A BRCA 1.737358884
TCGA-C8-A130-01A BRCA 2.837847414
TCGA-C8-A274-01A BRCA 1.952625462
TCGA-D8-A73X-01A BRCA 1.419205436
TCGA-AO-A0JA-01A BRCA 1.378231803
TCGA-LL-A5YN-01A BRCA 0.90691856
TCGA-D8-A1XB-01A BRCA 2.141111943
TCGA-LL-A6FP-01A BRCA 0.486852397
TCGA-A7-A26E-01B BRCA 2.277105763
TCGA-A7-A6VX-01A BRCA 1.560340064
TCGA-AC-A6IW-01A BRCA 1.525985158
TCGA-BH-A0C3-01A BRCA 2.031970579
TCGA-E2-A1L9-01A BRCA 1.477382997
TCGA-BH-A1EV-01A BRCA 2.252055079
TCGA-A2-A3XX-01A BRCA 2.109500527
TCGA-E9-A1NA-01A BRCA 1.10365218
TCGA-EW-A1OY-01A BRCA 2.028123363
TCGA-BH-A0AU-01A BRCA 2.356520377
TCGA-B6-A0WS-01A BRCA 2.264043667
TCGA-B6-A0I5-01A BRCA 0.812702919
TCGA-E2-A14P-01A BRCA 2.55683874
TCGA-GM-A2DF-01A BRCA 0.705836431
TCGA-AQ-A04H-01B BRCA 2.469397869
TCGA-AC-A6NO-01A BRCA 2.057357841
TCGA-BH-A0E9-01B BRCA 1.585830435
TCGA-BH-A0B1-01A BRCA 2.207747291
TCGA-AR-A0TW-01A BRCA 1.320909668
TCGA-AN-A0FX-01A BRCA 0.959208323
TCGA-BH-A0BD-01A BRCA 2.256339301
TCGA-D8-A1JA-01A BRCA 1.080905326
TCGA-S3-AA11-01A BRCA 1.522735687
TCGA-AO-A03T-01A BRCA 1.142116516
TCGA-AC-A3YI-01A BRCA 0.777710318
TCGA-BH-A0B2-01A BRCA 1.349747653
TCGA-LL-A7T0-01A BRCA 2.408297049
TCGA-BH-A0DH-01A BRCA 1.667473172
TCGA-AC-A8OQ-01A BRCA 2.238937843
TCGA-C8-A12N-01A BRCA 1.104973059
TCGA-AO-A03U-01B BRCA 1.018658571
TCGA-C8-A12T-01A BRCA 1.391698906
TCGA-AO-A0J2-01A BRCA 0.173683694
TCGA-D8-A27R-01A BRCA 2.177777998
TCGA-A2-A0EU-01A BRCA 2.196719938
TCGA-AO-A12D-01A BRCA 1.410171203
TCGA-D8-A1XT-01A BRCA 1.769980714
TCGA-A2-A0CW-01A BRCA 2.021151553
TCGA-E2-A10F-01A BRCA 1.824009424
TCGA-BH-A0E7-01A BRCA 1.527897717
TCGA-D8-A1XG-01A BRCA 1.897385589
TCGA-E9-A1N8-01A BRCA 2.133413485
TCGA-E2-A2P5-01A BRCA 1.442683371
TCGA-C8-A278-01A BRCA 1.491511186
TCGA-A8-A08R-01A BRCA 2.891854876
TCGA-E2-A15A-01A BRCA 2.612766511
TCGA-D8-A1JT-01A BRCA 2.162119323
TCGA-D8-A142-01A BRCA 1.835100412
TCGA-A2-A3Y0-01A BRCA 1.609843172
TCGA-AQ-A0Y5-01A BRCA 1.045269288
TCGA-A8-A07W-01A BRCA 3.12063116
TCGA-A1-A0SM-01A BRCA 0.921819574
TCGA-AC-A3EH-01A BRCA 1.318156776
TCGA-MS-A51U-01A BRCA 1.091799115
TCGA-AR-A24K-01A BRCA 2.754587053
TCGA-AC-A2BM-01A BRCA 2.462189056
TCGA-A2-A3XY-01A BRCA 1.360434506
TCGA-E2-A14W-01A BRCA 1.891711759
TCGA-BH-A1F8-01A BRCA 2.570891438
TCGA-E9-A1RA-01A BRCA 1.401935653
TCGA-A8-A0A6-01A BRCA 1.289469175
TCGA-AC-A7VC-01A BRCA 1.460410319
TCGA-C8-A27B-01A BRCA 2.474788386
TCGA-S3-AA15-01A BRCA 1.261188294
TCGA-BH-A1ES-01A BRCA 1.43736209
TCGA-E2-A1L6-01A BRCA 1.696094716
TCGA-E9-A1R0-01A BRCA 1.770668774
TCGA-BH-A0B6-01A BRCA 0.584655516
TCGA-B6-A0RN-01A BRCA 0.829310955
TCGA-A8-A09W-01A BRCA 2.048972918
TCGA-EW-A1P3-01A BRCA 1.755344079
TCGA-A2-A0T6-01A BRCA 1.099005101
TCGA-A7-A5ZW-01A BRCA 0.976324352
TCGA-BH-A203-01A BRCA 1.653471084
TCGA-DS-A7WI-01A CESC 1.653288272
TCGA-EX-A449-01A CESC 2.871637037
TCGA-VS-A958-01A CESC 2.62923246
TCGA-MY-A5BE-01A CESC 2.292640363
TCGA-C5-A905-01A CESC 2.651958633
TCGA-Q1-A73Q-01A CESC 2.722640492
TCGA-BI-A0VR-01A CESC 2.191296771
TCGA-EK-A2PK-01A CESC 1.771209713
TCGA-FU-A3WB-01A CESC 3.126211049
TCGA-MA-AA41-01A CESC 2.546681724
TCGA-IR-A3LK-01A CESC 2.569356651
TCGA-VS-A952-01A CESC 2.96004062
TCGA-C5-A8YT-01A CESC 2.377889055
TCGA-EA-A5ZD-01A CESC 2.686916098
TCGA-C5-A1MI-01A CESC 2.949274644
TCGA-EK-A2RO-01A CESC 1.705893034
TCGA-FU-A3YQ-01A CESC 2.832327927
TCGA-C5-A7CL-01A CESC 2.651858032
TCGA-VS-A9UB-01A CESC 2.616773205
TCGA-C5-A1BM-01A CESC 1.695210526
TCGA-C5-A2LY-01A CESC 2.283921979
TCGA-EA-A50E-01A CESC 2.303814035
TCGA-ZJ-AAXU-01A CESC 1.928915642
TCGA-HM-A6W2-01A CESC 1.709410189
TCGA-C5-A1MQ-01A CESC 1.391656635
TCGA-C5-A1BE-01B CESC 2.17217058
TCGA-C5-A1MN-01A CESC 2.454117631
TCGA-VS-A9U7-01A CESC 2.039617983
TCGA-ZJ-AB0I-01A CESC 0.641592671
TCGA-LP-A4AX-01A CESC 2.779269811
TCGA-JW-A5VH-01A CESC 2.202721297
TCGA-C5-A902-01A CESC 2.310231266
TCGA-FU-A23L-01A CESC 2.105687265
TCGA-FU-A3NI-01A CESC 2.735739385
TCGA-VS-A9UT-01A CESC 2.240481369
TCGA-C5-A8YR-01A CESC 2.694559848
TCGA-VS-A94X-01A CESC 2.911407007
TCGA-VS-A8EK-01A CESC 2.316207328
TCGA-FU-A3HZ-01A CESC 1.955622392
TCGA-ZJ-AAXT-01A CESC 2.491203193
TCGA-C5-A2LT-01A CESC 1.599137966
TCGA-WL-A834-01A CESC 2.193902073
TCGA-FU-A40J-01A CESC 2.821859333
TCGA-MU-A5YI-01A CESC 2.278713594
TCGA-MA-AA3W-01A CESC 2.670850466
TCGA-EK-A2PG-01A CESC 2.099756182
TCGA-UC-A7PG-06A CESC 2.123834953
TCGA-EA-A5ZE-01A CESC 2.370876735
TCGA-4J-AA1J-01A CESC 2.734309912
TCGA-C5-A7CH-01A CESC 1.989074206
TCGA-C5-A8XH-01A CESC 1.81296717
TCGA-JW-A69B-01A CESC 2.975641374
TCGA-ZX-AA5X-01A CESC 2.053145398
TCGA-VS-A9V0-01A CESC 2.589452148
TCGA-EA-A97N-01A CESC 2.423057757
TCGA-Q1-A73S-01A CESC 2.215744064
TCGA-ZJ-AAXA-01A CESC 2.39400668
TCGA-DS-A0VL-01A CESC 2.742334204
TCGA-C5-A1BN-01B CESC 2.774601732
TCGA-EK-A2IR-01A CESC 2.918443598
TCGA-C5-A2M1-01A CESC 3.302319232
TCGA-C5-A7CJ-01A CESC 2.461537051
TCGA-EA-A1QT-01A CESC 2.553173554
TCGA-VS-A957-01A CESC 3.007103069
TCGA-JW-A5VK-01A CESC 2.521444156
TCGA-EK-A2R7-01A CESC 2.655242328
TCGA-EA-A4BA-01A CESC 1.736493824
TCGA-EA-A411-01A CESC 2.793589256
TCGA-HM-A6W2-06A CESC 2.617801425
TCGA-C5-A7UE-01A CESC 1.668194104
TCGA-JW-A5VI-01A CESC 2.325531921
TCGA-VS-A9UD-01A CESC 2.511699153
TCGA-DS-A0VN-01A CESC 1.555898718
TCGA-HM-A3JK-01A CESC 2.183261903
TCGA-LP-A5U3-01A CESC 2.795992035
TCGA-DG-A2KH-01A CESC 3.215205994
TCGA-C5-A2LS-01A CESC 3.442738676
TCGA-IR-A3LH-01A CESC 2.350830914
TCGA-Q1-A5R3-01A CESC 1.725904198
TCGA-MA-AA3X-01A CESC 1.793894298
TCGA-VS-A954-01A CESC 2.130959576
TCGA-EA-A3HS-01A CESC 2.78908141
TCGA-EA-A3HR-01A CESC 2.734159105
TCGA-ZJ-AB0H-01A CESC 2.240439848
TCGA-JX-A3Q0-01A CESC 2.754765716
TCGA-DS-A3LQ-01A CESC 3.097232645
TCGA-EK-A2R8-01A CESC 2.620460541
TCGA-FU-A3TX-01A CESC 2.544600012
TCGA-EA-A556-01A CESC 0.997633921
TCGA-VS-A9UO-01A CESC 2.649663383
TCGA-EX-A3L1-01A CESC 2.581854581
TCGA-C5-A7CM-01A CESC 2.218240122
TCGA-ZJ-AAXF-01A CESC 2.329134178
TCGA-2W-A8YY-01A CESC 2.628498111
TCGA-VS-A9UR-01A CESC 2.681326924
TCGA-C5-A7X3-01A CESC 1.735883294
TCGA-HM-A4S6-01A CESC 2.408309604
TCGA-FU-A770-01A CESC 3.273433543
TCGA-VS-A9UC-01A CESC 2.259392308
TCGA-DS-A1OC-01A CESC 2.716829323
TCGA-EX-A69M-01A CESC 3.254280252
TCGA-C5-A1MK-01A CESC 2.516326334
TCGA-JW-A5VJ-01A CESC 1.884320433
TCGA-EX-A1H6-01B CESC 2.474468436
TCGA-EA-A3Y4-01A CESC 1.672804525
TCGA-JW-A5VL-01A CESC 2.664947252
TCGA-EA-A1QS-01A CESC 1.692869411
TCGA-EK-A2PM-01A CESC 1.120665022
TCGA-JX-A3PZ-01A CESC 1.794968305
TCGA-DG-A2KK-01A CESC 2.902579503
TCGA-VS-A8QM-01A CESC 2.180591965
TCGA-C5-A7CO-01A CESC 2.506037572
TCGA-VS-A9UH-01A CESC 2.074836253
TCGA-EA-A439-01A CESC 1.6620453
TCGA-EK-A3GJ-01A CESC 2.891525742
TCGA-EA-A3HQ-01A CESC 2.784938067
TCGA-EA-A6QX-01A CESC 2.646025132
TCGA-C5-A7UI-01A CESC 1.715134372
TCGA-ZJ-AAXD-01A CESC 2.502967051
TCGA-LP-A4AV-01A CESC 1.60770931
TCGA-VS-A950-01A CESC 2.445872971
TCGA-C5-A3HD-01B CESC 2.175944372
TCGA-DS-A5RQ-01A CESC 2.013656835
TCGA-VS-A9UP-01A CESC 2.154323181
TCGA-C5-A7CG-01A CESC 2.74134352
TCGA-MY-A5BD-01A CESC 2.612535578
TCGA-C5-A1M6-01A CESC 3.347799455
TCGA-VS-A8QF-01A CESC 2.28599337
TCGA-EK-A2RE-01A CESC 2.35827428
TCGA-UC-A7PG-01A CESC 1.851272693
TCGA-VS-AA62-01A CESC 2.812983917
TCGA-C5-A2M2-01A CESC 3.088394388
TCGA-MA-AA3Y-01A CESC 2.39345735
TCGA-MY-A913-01A CESC 2.812428065
TCGA-C5-A7CK-01A CESC 2.85836055
TCGA-UC-A7PI-01A CESC 3.692736817
TCGA-C5-A7X5-01A CESC 2.508751885
TCGA-DG-A2KJ-01A CESC 1.73803125
TCGA-VS-A9V3-01A CESC 2.613653333
TCGA-DS-A7WF-01A CESC 2.835539859
TCGA-C5-A8XK-01A CESC 2.723563778
TCGA-EA-A5FO-01A CESC 3.138670616
TCGA-VS-A9UZ-01A CESC 3.198880404
TCGA-EK-A2IP-01A CESC 2.005954894
TCGA-VS-A94W-01A CESC 2.153611492
TCGA-DS-A1OB-01A CESC 2.815296303
TCGA-EA-A410-01A CESC 2.351867813
TCGA-EX-A8YF-01A CESC 3.126258849
TCGA-EK-A2H0-01A CESC 2.530616876
TCGA-VS-A9UV-01A CESC 3.091108965
TCGA-LP-A7HU-01A CESC 1.690851421
TCGA-VS-A8EI-01A CESC 2.000360276
TCGA-BI-A0VS-01A CESC 1.722946945
TCGA-DS-A0VM-01A CESC 2.567957317
TCGA-IR-A3LB-01A CESC 2.173916727
TCGA-VS-A8EC-01A CESC 2.815503071
TCGA-VS-A9V2-01A CESC 2.766912044
TCGA-EK-A3GN-01A CESC 2.659147722
TCGA-IR-A3LA-01A CESC 3.033306004
TCGA-C5-A7X8-01A CESC 1.835001049
TCGA-EK-A2RL-01A CESC 3.324818212
TCGA-C5-A0TN-01A CESC 2.205953249
TCGA-FU-A57G-01A CESC 1.473803902
TCGA-EK-A2PI-01A CESC 2.268837844
TCGA-Q1-A73P-01A CESC 2.718895382
TCGA-C5-A1MP-01A CESC 2.649726609
TCGA-VS-A8EL-01A CESC 2.873247807
TCGA-C5-A1BQ-01C CESC 2.747938731
TCGA-ZJ-AAXI-01A CESC 1.67077552
TCGA-FU-A23K-01A CESC 1.529412956
TCGA-Q1-A6DT-01A CESC 2.320766372
TCGA-EK-A2H1-01A CESC 1.914644828
TCGA-C5-A1M5-01A CESC 2.554895117
TCGA-EA-A44S-01A CESC 2.495381777
TCGA-EA-A78R-01A CESC 2.053415832
TCGA-C5-A7XC-01A CESC 2.311960749
TCGA-VS-A9V4-01A CESC 2.638468521
TCGA-EK-A2RA-01A CESC 1.921140199
TCGA-EX-A1H5-01A CESC 3.149646151
TCGA-VS-A953-01A CESC 1.496034037
TCGA-MA-AA3Z-01A CESC 1.9849136
TCGA-VS-A959-01A CESC 2.797055544
TCGA-FU-A3EO-01A CESC 2.323905426
TCGA-BI-A20A-01A CESC 3.144967926
TCGA-DS-A1OD-01A CESC 2.256942746
TCGA-C5-A1M9-01A CESC 3.624377435
TCGA-Q1-A6DW-01A CESC 2.670037512
TCGA-C5-A3HF-01A CESC 2.315181277
TCGA-VS-A8Q9-01A CESC 2.708862396
TCGA-Q1-A5R2-01A CESC 2.191149373
TCGA-VS-A8Q8-01A CESC 1.52934647
TCGA-C5-A1BJ-01A CESC 2.620310055
TCGA-Q1-A6DV-01A CESC 3.613395076
TCGA-EK-A3GK-01A CESC 3.15295772
TCGA-IR-A3LF-01A CESC 3.049409547
TCGA-C5-A1M7-01A CESC 2.218984133
TCGA-EK-A2PL-01A CESC 1.969038679
TCGA-LP-A4AU-01A CESC 2.278715369
TCGA-ZJ-AAXJ-01A CESC 2.455777773
TCGA-VS-A94Z-01A CESC 3.074073659
TCGA-EK-A2GZ-01A CESC 1.986073018
TCGA-JW-A852-01A CESC 1.730401599
TCGA-VS-A9V5-01A CESC 2.978574543
TCGA-ZJ-AAXB-01A CESC 2.567064309
TCGA-EK-A2R9-01A CESC 2.220614797
TCGA-C5-A3HE-01A CESC 2.092365125
TCGA-ZJ-A8QR-01A CESC 2.2629516
TCGA-EK-A2RC-01A CESC 2.432735077
TCGA-C5-A1ML-01A CESC 2.30829474
TCGA-FU-A5XV-01A CESC 2.023545973
TCGA-EA-A43B-01A CESC 1.890539803
TCGA-MA-AA42-01A CESC 2.056088027
TCGA-VS-A9UJ-01A CESC 1.851383063
TCGA-VS-A9V1-01A CESC 2.757672246
TCGA-JW-AAVH-01A CESC 2.80658089
TCGA-VS-A8EJ-01A CESC 1.415506562
TCGA-Q1-A73O-01A CESC 2.381366707
TCGA-FU-A2QG-01A CESC 2.777066582
TCGA-DS-A1O9-01A CESC 2.112792203
TCGA-VS-A8QA-01A CESC 3.017248031
TCGA-C5-A1MH-01A CESC 2.133320697
TCGA-XS-A8TJ-01A CESC 2.414867542
TCGA-C5-A1ME-01A CESC 1.927222916
TCGA-C5-A2LZ-01A CESC 2.519299157
TCGA-GH-A9DA-01A CESC 2.606100642
TCGA-VS-A8QH-01A CESC 1.865394955
TCGA-VS-A9U6-01A CESC 2.555788706
TCGA-C5-A8YQ-01A CESC 1.729046636
TCGA-DS-A1OA-01A CESC 2.28493733
TCGA-HG-A2PA-01A CESC 2.562843021
TCGA-EA-A3QD-01A CESC 2.196287264
TCGA-C5-A7UC-01A CESC 2.239773962
TCGA-MA-AA43-01A CESC 2.214042246
TCGA-Q1-A73R-01A CESC 3.19864935
TCGA-PN-A8MA-01A CESC 2.928168812
TCGA-C5-A2LV-01A CESC 2.566367657
TCGA-VS-A9UQ-01A CESC 3.13259357
TCGA-MY-A5BF-01A CESC 1.696592086
TCGA-JX-A3Q8-01A CESC 2.621329828
TCGA-VS-A9UM-01A CESC 1.899268022
TCGA-VS-A8EH-01A CESC 2.383216388
TCGA-LP-A4AW-01A CESC 2.185935222
TCGA-C5-A1MJ-01A CESC 2.93071483
TCGA-UC-A7PD-01A CESC 2.344061088
TCGA-EK-A2RK-01A CESC 1.310501356
TCGA-Q1-A5R1-01A CESC 2.629160708
TCGA-VS-A9U5-01A CESC 3.200713936
TCGA-EA-A3QE-01A CESC 2.376912194
TCGA-EK-A3GM-01A CESC 2.558015705
TCGA-EA-A3HT-01A CESC 2.274859015
TCGA-IR-A3L7-01A CESC 2.733767729
TCGA-C5-A2LX-01A CESC 2.142619354
TCGA-MU-A51Y-01A CESC 2.747735672
TCGA-JX-A5QV-01A CESC 2.695380146
TCGA-FU-A3HY-01A CESC 2.995146015
TCGA-MU-A8JM-01A CESC 2.17659249
TCGA-RA-A741-01A CESC 1.630803165
TCGA-C5-A1BF-01B CESC 1.682900138
TCGA-C5-A3HL-01A CESC 2.603367763
TCGA-EK-A2RN-01A CESC 1.077738992
TCGA-C5-A901-01A CESC 2.012516325
TCGA-VS-A9UI-01A CESC 1.924890069
TCGA-VS-A9UY-01A CESC 2.64832613
TCGA-C5-A1MF-01A CESC 1.67261984
TCGA-VS-A9UL-01A CESC 3.193436208
TCGA-ZJ-AAXN-01A CESC 2.352169764
TCGA-ZJ-A8QQ-01A CESC 2.514820424
TCGA-C5-A8XI-01A CESC 2.405918131
TCGA-C5-A8XJ-01A CESC 3.323575996
TCGA-EA-A5ZF-01A CESC 3.244297176
TCGA-IR-A3LC-01A CESC 2.486178534
TCGA-C5-A1BK-01B CESC 2.075179125
TCGA-DR-A0ZM-01A CESC 0.792565608
TCGA-EK-A2RB-01A CESC 2.397882581
TCGA-VS-A8EB-01A CESC 2.407674914
TCGA-VS-A94Y-01A CESC 2.038016624
TCGA-ZJ-AAX8-01A CESC 2.127600172
TCGA-VS-A8QC-01A CESC 1.995678423
TCGA-C5-A907-01A CESC 2.337290759
TCGA-EK-A2RM-01A CESC 1.533003795
TCGA-VS-A9UU-01A CESC 2.205123052
TCGA-C5-A7UH-01A CESC 2.618712219
TCGA-C5-A1M8-01A CESC 2.631712264
TCGA-DS-A7WH-01A CESC 2.655000054
TCGA-IR-A3LI-01A CESC 1.484499705
TCGA-DR-A0ZL-01A CESC 2.678816901
TCGA-DS-A0VK-01A CESC 2.107114779
TCGA-IR-A3LL-01A CESC 1.645604728
TCGA-HM-A3JJ-01A CESC 2.470109036
TCGA-EK-A2RJ-01A CESC 1.875200877
TCGA-FU-A3TQ-01A CESC 1.707850553
TCGA-DG-A2KL-01A CESC 2.270337487
TCGA-C5-A8ZZ-01A CESC 2.401109505
TCGA-EA-A5O9-01A CESC 2.098489263
TCGA-LP-A5U2-01A CESC 2.493546908
TCGA-JW-A5VG-01A CESC 2.67321429
TCGA-ZJ-AAX4-01A CESC 2.379438931
TCGA-EA-A3HU-01A CESC 2.419502699
TCGA-R2-A69V-01A CESC 1.535110089
TCGA-DG-A2KM-01A CESC 1.964031531
TCGA-EX-A69L-01A CESC 2.438372149
TCGA-ZJ-A8QO-01A CESC 3.414580111
TCGA-C5-A1BL-01A CESC 2.803313799
TCGA-C5-A1BI-01B CESC 2.987299161
TCGA-UC-A7PF-01A CESC 2.267586726
TCGA-VS-A8EG-01A CESC 2.771156097
TCGA-ZD-A8I3-01A CHOL 1.794935754
TCGA-W5-AA30-01A CHOL 1.843841819
TCGA-W5-AA38-01A CHOL 0.75301138
TCGA-YR-A95A-01A CHOL 1.142734563
TCGA-W5-AA36-01A CHOL 0.887059227
TCGA-W5-AA2U-01A CHOL 1.536850639
TCGA-ZH-A8Y2-01A CHOL 1.92008236
TCGA-3X-AAVB-01A CHOL 1.248050692
TCGA-W5-AA2Q-01A CHOL 1.083888798
TCGA-W5-AA2Z-01A CHOL 1.074695062
TCGA-3X-AAVA-01A CHOL 1.519148677
TCGA-ZH-A8Y6-01A CHOL 0.992854708
TCGA-ZH-A8Y1-01A CHOL 1.264318701
TCGA-ZU-A8S4-01A CHOL 2.041912765
TCGA-W5-AA2R-01A CHOL 1.016826054
TCGA-W5-AA2H-01A CHOL 0.976529827
TCGA-W5-AA39-01A CHOL 1.016372609
TCGA-W5-AA2O-01A CHOL 2.141282509
TCGA-3X-AAVC-01A CHOL 2.117037089
TCGA-3X-AAVE-01A CHOL 1.58178739
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TCGA-AZ-6601-01A COAD 3.006285053
TCGA-A6-5665-01A COAD 2.428742583
TCGA-5M-AATE-01A COAD 2.550735066
TCGA-A6-6780-01B COAD 3.1563963
TCGA-CM-6161-01A COAD 2.186131244
TCGA-AA-A01Q-01A COAD 2.054608566
TCGA-AZ-4313-01A COAD 1.680810325
TCGA-A6-6652-01A COAD 2.261768057
TCGA-AA-A00E-01A COAD 2.416472232
TCGA-F4-6808-01A COAD 1.766099435
TCGA-AA-A02W-01A COAD 2.641460128
TCGA-DM-A28C-01A COAD 1.694449196
TCGA-D5-6927-01A COAD 2.73880308
TCGA-AA-3980-01A COAD 2.966685638
TCGA-AA-3681-01A COAD 2.362686529
TCGA-AA-3492-01A COAD 1.97285509
TCGA-A6-2671-01A COAD 1.773053833
TCGA-A6-6781-01A COAD 2.292155172
TCGA-D5-6535-01A COAD 2.812309953
TCGA-AA-A029-01A COAD 1.696621948
TCGA-AD-6963-01A COAD 2.936384982
TCGA-CM-4747-01A COAD 0.792894674
TCGA-NH-A50T-01A COAD 2.632756488
TCGA-CM-6168-01A COAD 2.230544577
TCGA-AA-3518-01A COAD 1.981659921
TCGA-AA-A01T-01A COAD 1.426459775
TCGA-RU-A8FL-01A COAD 2.614871492
TCGA-A6-6651-01A COAD 1.729622837
TCGA-AA-3850-01A COAD 1.799180332
TCGA-AA-3972-01A COAD 2.084752923
TCGA-AA-3812-01A COAD 0.953213506
TCGA-AY-A69D-01A COAD 2.673945824
TCGA-AA-A01Z-01A COAD 1.853017039
TCGA-A6-3810-01B COAD 3.383097976
TCGA-DM-A28H-01A COAD 3.085249136
TCGA-G4-6586-01A COAD 2.11265774
TCGA-G4-6317-02A COAD 1.410936849
TCGA-D5-6928-01A COAD 2.210551403
TCGA-G4-6315-01A COAD 2.614249624
TCGA-D5-6534-01A COAD 0.971215229
TCGA-AA-3664-01A COAD 3.162972211
TCGA-G4-6303-01A COAD 2.644328632
TCGA-AA-3692-01A COAD 1.949320496
TCGA-AA-3968-01A COAD 3.174523157
TCGA-F4-6805-01A COAD 2.30653518
TCGA-AA-3560-01A COAD 1.335456551
TCGA-D5-5537-01A COAD 1.283704344
TCGA-CM-5862-01A COAD 1.139791278
TCGA-A6-5659-01B COAD 2.391329698
TCGA-D5-6932-01A COAD 1.570896739
TCGA-AA-3982-01A COAD 2.233877801
TCGA-DM-A28A-01A COAD 2.861925764
TCGA-CM-6172-01A COAD 2.34551345
TCGA-D5-6930-01A COAD 2.589542595
TCGA-D5-6529-01A COAD 1.832364238
TCGA-A6-2683-01A COAD 1.047217078
TCGA-CK-5913-01A COAD 2.559912504
TCGA-AA-3977-01A COAD 2.473787904
TCGA-AA-3496-01A COAD 2.063768595
TCGA-D5-5540-01A COAD 2.290129318
TCGA-AD-6901-01A COAD 1.052962546
TCGA-AA-A01F-01A COAD 2.481225573
TCGA-AA-3552-01A COAD 1.615076837
TCGA-F4-6855-01A COAD 1.847724834
TCGA-AD-5900-01A COAD 2.316826034
TCGA-AA-3979-01A COAD 2.123332275
TCGA-AA-A01I-01A COAD 2.019325293
TCGA-AA-A03F-01A COAD 1.250187412
TCGA-A6-3810-01A COAD 2.012318128
TCGA-3L-AA1B-01A COAD 2.102172147
TCGA-AA-3693-01A COAD 1.837038517
TCGA-AA-3502-01A COAD 1.4488948
TCGA-AA-A02E-01A COAD 1.845372449
TCGA-A6-5661-01B COAD 2.198909429
TCGA-CM-4746-01A COAD 1.257943652
TCGA-G4-6295-01A COAD 2.192289883
TCGA-AA-A01C-01A COAD 2.235388172
TCGA-G4-6588-01A COAD 2.47367497
TCGA-A6-2680-01A COAD 2.10051855
TCGA-QG-A5YV-01A COAD 2.544504458
TCGA-AA-3561-01A COAD 1.764803596
TCGA-AA-3525-01A COAD 2.021149304
TCGA-AA-3531-01A COAD 1.867463961
TCGA-AA-3973-01A COAD 1.427890508
TCGA-AA-3527-01A COAD 0.755091134
TCGA-AA-3555-01A COAD 2.69289271
TCGA-RQ-A6JB-01A DLBC 2.461390433
TCGA-FF-8046-01A DLBC 1.660967936
TCGA-FF-A7CW-01A DLBC 2.499528586
TCGA-RQ-A68N-01A DLBC 2.485121486
TCGA-FM-8000-01A DLBC 1.672553149
TCGA-GR-7351-01A DLBC 2.253145054
TCGA-FA-A4XK-01A DLBC 2.437466685
TCGA-GS-A9TT-01A DLBC 3.889911743
TCGA-FF-8062-01A DLBC 2.416924781
TCGA-G8-6326-01A DLBC 0.895449646
TCGA-GS-A9TX-01A DLBC 2.366321823
TCGA-GS-A9U3-01A DLBC 2.240054326
TCGA-GS-A9TV-01A DLBC 2.356172208
TCGA-FF-A7CR-01A DLBC 2.973583906
TCGA-GS-A9U4-01A DLBC 2.375719552
TCGA-GS-A9TZ-01A DLBC 2.288283728
TCGA-GR-7353-01A DLBC 1.503298213
TCGA-GS-A9TQ-01A DLBC 3.002105387
TCGA-GR-A4D9-01B DLBC 3.537354879
TCGA-FF-8043-01A DLBC 2.449651933
TCGA-FF-8041-01A DLBC 2.373876704
TCGA-GR-A4D5-01A DLBC 2.745323467
TCGA-G8-6907-01A DLBC 1.182354084
TCGA-FA-A82F-01A DLBC 2.246261678
TCGA-FF-A7CQ-01A DLBC 3.238763051
TCGA-VB-A8QN-01A DLBC 2.589683419
TCGA-G8-6324-01A DLBC 1.681671968
TCGA-G8-6914-01A DLBC 2.155742465
TCGA-G8-6325-01A DLBC 1.196085555
TCGA-FA-8693-01A DLBC 1.907768708
TCGA-GS-A9TY-01A DLBC 2.446517405
TCGA-G8-6906-01A DLBC 2.066266779
TCGA-FA-A86F-01A DLBC 3.016775256
TCGA-FA-A4BB-01A DLBC 1.349255464
TCGA-RQ-AAAT-01A DLBC 1.919644009
TCGA-FA-A7Q1-01A DLBC 3.078804303
TCGA-GR-A4D6-01A DLBC 1.941109665
TCGA-G8-6909-01A DLBC 2.171005406
TCGA-FF-A7CX-01A DLBC 2.891429918
TCGA-GS-A9TW-01A DLBC 2.554605476
TCGA-FA-A6HO-01A DLBC 2.180831063
TCGA-GR-A4D4-01A DLBC 3.759846304
TCGA-GS-A9TU-01A DLBC 2.897099768
TCGA-FA-A6HN-01A DLBC 1.678687789
TCGA-FF-8042-01A DLBC 2.474080261
TCGA-FF-8061-01A DLBC 2.666297189
TCGA-FF-8047-01A DLBC 2.28516615
TCGA-FA-A7DS-01A DLBC 3.12226854
TCGA-2H-A9GK-01A ESCA 1.635009454
TCGA-LN-A4A4-01A ESCA 2.640424299
TCGA-L5-A4OI-01A ESCA 1.932632668
TCGA-L5-A4OM-01A ESCA 3.192814346
TCGA-L5-A4OG-01A ESCA 2.537784245
TCGA-L5-A88Y-01A ESCA 1.502670905
TCGA-R6-A6XQ-01B ESCA 2.548227797
TCGA-ZR-A9CJ-01B ESCA 2.462811796
TCGA-L5-A8NW-01A ESCA 2.19386667
TCGA-S8-A6BV-01A ESCA 1.426873206
TCGA-2H-A9GM-01A ESCA 2.492654627
TCGA-LN-A4A5-01A ESCA 2.866272828
TCGA-LN-A7HY-01A ESCA 2.046112685
TCGA-2H-A9GL-01A ESCA 2.723155376
TCGA-IG-A3YA-01A ESCA 2.37197424
TCGA-JY-A6FB-01A ESCA 2.290175975
TCGA-JY-A938-01A ESCA 2.134342061
TCGA-LN-A49Y-01A ESCA 1.698270598
TCGA-LN-A5U6-01A ESCA 2.697763707
TCGA-L5-A88S-01A ESCA 1.63865905
TCGA-JY-A6FD-01A ESCA 2.415174381
TCGA-LN-A4A1-01A ESCA 1.531902533
TCGA-JY-A6FA-01A ESCA 2.816364078
TCGA-JY-A93C-01A ESCA 2.228250029
TCGA-LN-A49O-01A ESCA 3.867006624
TCGA-L7-A6VZ-01A ESCA 2.368751088
TCGA-L5-A88Z-01A ESCA 1.947494241
TCGA-R6-A6DN-01B ESCA 3.437011396
TCGA-JY-A6FH-01A ESCA 2.820313288
TCGA-L5-A8NU-01A ESCA 1.680144942
TCGA-2H-A9GG-01A ESCA 1.857367918
TCGA-IG-A625-01A ESCA 2.663141198
TCGA-LN-A49U-01A ESCA 3.376518864
TCGA-V5-A7RE-01A ESCA 2.302479484
TCGA-Q9-A6FW-01A ESCA 1.47038453
TCGA-2H-A9GR-01A ESCA 2.369466144
TCGA-VR-A8ER-01A ESCA 3.309462004
TCGA-IG-A97H-01A ESCA 2.089906987
TCGA-IG-A3I8-01A ESCA 2.965093226
TCGA-L5-A8NL-01A ESCA 2.523321602
TCGA-LN-A7HZ-01A ESCA 3.042965553
TCGA-VR-A8ET-01A ESCA 1.937908133
TCGA-L5-A88T-01A ESCA 1.311428625
TCGA-L5-A43E-01A ESCA 2.109077386
TCGA-IG-A4QS-01A ESCA 1.920172774
TCGA-IG-A5B8-01A ESCA 0.79625097
TCGA-VR-A8EW-01A ESCA 2.390067399
TCGA-L5-A8NQ-01A ESCA 1.271650753
TCGA-IC-A6RE-01A ESCA 4.190309833
TCGA-VR-A8EP-01A ESCA 2.107711908
TCGA-IG-A97I-01A ESCA 2.198861374
TCGA-JY-A93D-01A ESCA 2.108677604
TCGA-R6-A8WC-01A ESCA 4.001547778
TCGA-L5-A8NJ-01A ESCA 2.964593566
TCGA-L5-A8NE-01A ESCA 2.358146531
TCGA-R6-A8W5-01B ESCA 3.034071333
TCGA-L5-A8NS-01A ESCA 1.944844743
TCGA-R6-A6L4-01A ESCA 1.99281846
TCGA-R6-A6Y0-01B ESCA 1.593063496
TCGA-LN-A49X-01A ESCA 3.293817036
TCGA-LN-A9FP-01A ESCA 1.41112494
TCGA-VR-A8EX-01A ESCA 2.089041434
TCGA-L5-A4ON-01A ESCA 2.148516383
TCGA-VR-A8EO-01A ESCA 3.433007924
TCGA-LN-A49M-01A ESCA 2.048425955
TCGA-LN-A8I0-01A ESCA 1.855808154
TCGA-V5-AASX-01A ESCA 2.687705944
TCGA-LN-A49S-01A ESCA 2.228771374
TCGA-Z6-A8JD-01A ESCA 2.383676227
TCGA-L5-A88V-01A ESCA 3.05358743
TCGA-IG-A7DP-01A ESCA 1.900249606
TCGA-KH-A6WC-01A ESCA 1.187412664
TCGA-JY-A93E-01A ESCA 2.488902928
TCGA-V5-A7RC-06A ESCA 2.959460484
TCGA-VR-A8EY-01A ESCA 2.377712687
TCGA-2H-A9GJ-01A ESCA 2.038726762
TCGA-LN-A7HX-01A ESCA 2.245508252
TCGA-VR-AA4D-01A ESCA 3.913683752
TCGA-L5-A893-01A ESCA 2.345059464
TCGA-2H-A9GI-01A ESCA 2.468077564
TCGA-Z6-AAPN-01A ESCA 1.572037498
TCGA-LN-A8I1-01A ESCA 1.808944955
TCGA-LN-A49W-01A ESCA 2.850605992
TCGA-V5-AASW-01A ESCA 3.886677789
TCGA-IG-A8O2-01A ESCA 2.28740325
TCGA-V5-A7RC-01B ESCA 2.605532648
TCGA-VR-A8Q7-01A ESCA 2.745061529
TCGA-JY-A939-01A ESCA 1.464968686
TCGA-L5-A4OX-01A ESCA 3.58272771
TCGA-L5-A4OU-01A ESCA 2.356296825
TCGA-R6-A8WG-01A ESCA 3.468915213
TCGA-L5-A8NV-01A ESCA 1.648711482
TCGA-L5-A8NF-01A ESCA 2.553019204
TCGA-Z6-A9VB-01A ESCA 3.002161966
TCGA-L5-A4OP-01A ESCA 1.910868432
TCGA-L5-A8NH-01A ESCA 3.152133875
TCGA-LN-A7HW-01A ESCA 2.433654352
TCGA-L7-A56G-01A ESCA 2.17045551
TCGA-LN-A7HV-01A ESCA 2.119749962
TCGA-IG-A5S3-01A ESCA 2.811296481
TCGA-L5-A4OT-01A ESCA 1.777481587
TCGA-L5-A4OH-01A ESCA 2.559725017
TCGA-L5-A8NR-01A ESCA 2.386250604
TCGA-JY-A6FE-01A ESCA 2.319448103
TCGA-IG-A4P3-01A ESCA 2.34135233
TCGA-IG-A3QL-01A ESCA 3.126312067
TCGA-Z6-A8JE-01A ESCA 3.425030699
TCGA-RE-A7BO-01A ESCA 2.241773381
TCGA-XP-A8T6-01A ESCA 2.817296988
TCGA-IG-A3YB-01A ESCA 1.691402174
TCGA-VR-A8EQ-01A ESCA 1.547030905
TCGA-LN-A9FQ-01A ESCA 2.783529241
TCGA-IG-A50L-01A ESCA 2.890794259
TCGA-LN-A4A3-01A ESCA 2.445441693
TCGA-IC-A6RF-01A ESCA 1.52059285
TCGA-2H-A9GO-01A ESCA 2.465094754
TCGA-L5-A4OS-01A ESCA 3.331885774
TCGA-LN-A9FR-01A ESCA 2.498264634
TCGA-L5-A8NG-01A ESCA 2.547849549
TCGA-LN-A9FO-01A ESCA 2.875968301
TCGA-L5-A8NM-01A ESCA 2.876371308
TCGA-L5-A88W-01A ESCA 1.66445693
TCGA-L5-A8NT-01A ESCA 2.263450087
TCGA-L5-A891-01A ESCA 2.108076482
TCGA-VR-A8EU-01A ESCA 2.728196542
TCGA-JY-A93F-01A ESCA 2.039533755
TCGA-L5-A8NI-01A ESCA 1.663249855
TCGA-R6-A6KZ-01A ESCA 3.406675599
TCGA-R6-A8W8-01B ESCA 2.938620681
TCGA-R6-A6XG-01B ESCA 2.800257077
TCGA-LN-A49P-01A ESCA 2.420541469
TCGA-LN-A8HZ-01A ESCA 2.966413959
TCGA-LN-A4A9-01A ESCA 1.557562355
TCGA-VR-A8EZ-01A ESCA 3.108306661
TCGA-LN-A4A8-01A ESCA 3.269991961
TCGA-2H-A9GF-01A ESCA 2.517222422
TCGA-L5-A4OJ-01A ESCA 2.532353642
TCGA-L5-A43C-01A ESCA 1.744022286
TCGA-XP-A8T8-01A ESCA 3.479190147
TCGA-2H-A9GN-01A ESCA 2.356217103
TCGA-LN-A5U5-01A ESCA 2.935500089
TCGA-R6-A6DQ-01B ESCA 3.314165343
TCGA-2H-A9GH-01A ESCA 2.622043329
TCGA-JY-A6FG-01A ESCA 0.66926512
TCGA-LN-A5U7-01A ESCA 3.415277532
TCGA-IG-A51D-01A ESCA 3.086051193
TCGA-IG-A3YC-01A ESCA 1.886625174
TCGA-LN-A4MQ-01A ESCA 2.986267412
TCGA-L5-A43J-01A ESCA 1.735219366
TCGA-L5-A4OE-01A ESCA 1.841442537
TCGA-S8-A6BW-01A ESCA 3.221063798
TCGA-V5-A7RB-01A ESCA 1.893433895
TCGA-M9-A5M8-01A ESCA 3.977945118
TCGA-VR-AA4G-01A ESCA 2.755355844
TCGA-L5-A8NK-01A ESCA 2.032266834
TCGA-V5-AASV-01A ESCA 3.036344191
TCGA-L5-A8NN-01A ESCA 3.084237857
TCGA-IG-A6QS-01A ESCA 2.018013591
TCGA-L5-A4OO-01A ESCA 1.710087403
TCGA-VR-AA7I-01A ESCA 2.371619509
TCGA-L5-A4OW-01A ESCA 2.879521693
TCGA-2H-A9GQ-01A ESCA 2.20880951
TCGA-06-0878-01A GBM 1.929324416
TCGA-26-5135-01A GBM 1.535608297
TCGA-06-5859-01A GBM 3.118322118
TCGA-06-2563-01A GBM 1.324959047
TCGA-41-2571-01A GBM 1.082552361
TCGA-28-5207-01A GBM 1.958568598
TCGA-14-0871-01A GBM 1.520102676
TCGA-16-1045-01B GBM 2.0863832
TCGA-32-2632-01A GBM 1.37086099
TCGA-28-2514-01A GBM 1.811030201
TCGA-06-0141-01A GBM 1.049648673
TCGA-06-2569-01A GBM 1.831529697
TCGA-02-2485-01A GBM 1.841628377
TCGA-06-0138-01A GBM 1.306129783
TCGA-06-2564-01A GBM 1.968164003
TCGA-16-0846-01A GBM 1.047912023
TCGA-76-4928-01B GBM 1.418265978
TCGA-76-4931-01A GBM 1.944916917
TCGA-14-0817-01A GBM 1.556764015
TCGA-19-2620-01A GBM 1.438786043
TCGA-26-5132-01A GBM 2.287308427
TCGA-06-0125-02A GBM 1.335502024
TCGA-06-2558-01A GBM 1.67808772
TCGA-06-5414-01A GBM 1.441014986
TCGA-26-5133-01A GBM 1.636760097
TCGA-32-4213-01A GBM 1.085477361
TCGA-06-0210-01A GBM 1.084835279
TCGA-41-2572-01A GBM 1.384520534
TCGA-06-5417-01A GBM 1.557843739
TCGA-19-2624-01A GBM 1.915705077
TCGA-14-1823-01A GBM 1.083315085
TCGA-02-0055-01A GBM 0.722685727
TCGA-32-1982-01A GBM 1.173855202
TCGA-06-2570-01A GBM 1.315593616
TCGA-06-0745-01A GBM 1.372107471
TCGA-14-1402-02A GBM 1.051741719
TCGA-14-0781-01B GBM 0.922776292
TCGA-32-5222-01A GBM 1.415865749
TCGA-28-5204-01A GBM 1.844997443
TCGA-06-5410-01A GBM 1.080406205
TCGA-14-1829-01A GBM 1.253920978
TCGA-02-0047-01A GBM 1.311397459
TCGA-15-0742-01A GBM 1.646703206
TCGA-19-2619-01A GBM 1.625175504
TCGA-06-0168-01A GBM 2.029464737
TCGA-19-1390-01A GBM 2.571312378
TCGA-41-4097-01A GBM 0.913158361
TCGA-06-0649-01B GBM 1.810295638
TCGA-27-2526-01A GBM 0.888388799
TCGA-27-2523-01A GBM 1.890563858
TCGA-06-5412-01A GBM 1.09026291
TCGA-19-4065-01A GBM 1.394547085
TCGA-06-0644-01A GBM 1.514731688
TCGA-12-0821-01A GBM 2.127236997
TCGA-28-1753-01A GBM 1.793579331
TCGA-12-0619-01A GBM 1.780891072
TCGA-14-0789-01A GBM 0.893842947
TCGA-32-2634-01A GBM 2.262293215
TCGA-06-0158-01A GBM 1.529914591
TCGA-06-0152-02A GBM 2.106909271
TCGA-12-0618-01A GBM 1.584396991
TCGA-26-5139-01A GBM 1.328799889
TCGA-06-0747-01A GBM 1.638588145
TCGA-32-2616-01A GBM 2.280659721
TCGA-06-0129-01A GBM 2.533858851
TCGA-06-0125-01A GBM 1.774486738
TCGA-06-0157-01A GBM 1.609678506
TCGA-28-5220-01A GBM 1.761355218
TCGA-12-5295-01A GBM 1.005361876
TCGA-06-0645-01A GBM 1.153589716
TCGA-76-4929-01A GBM 1.862880667
TCGA-32-2615-01A GBM 1.508958451
TCGA-32-1980-01A GBM 0.844422392
TCGA-26-1442-01A GBM 0.988565005
TCGA-06-0187-01A GBM 0.925132423
TCGA-14-0790-01B GBM 1.452763725
TCGA-14-2554-01A GBM 2.572332769
TCGA-28-2510-01A GBM 1.21297746
TCGA-06-2565-01A GBM 1.592863046
TCGA-06-0156-01A GBM 2.120774418
TCGA-14-1825-01A GBM 1.813619502
TCGA-12-1597-01B GBM 1.122923441
TCGA-19-4065-02A GBM 1.699260398
TCGA-41-3915-01A GBM 1.825363557
TCGA-06-2561-01A GBM 1.686647047
TCGA-19-1787-01B GBM 2.116524458
TCGA-27-1830-01A GBM 1.774474451
TCGA-28-1747-01C GBM 1.377298841
TCGA-14-1034-02B GBM 2.707690312
TCGA-28-2499-01A GBM 1.597092331
TCGA-06-2567-01A GBM 2.613966023
TCGA-06-0686-01A GBM 1.436686564
TCGA-27-2528-01A GBM 1.567744768
TCGA-06-0184-01A GBM 0.798006575
TCGA-06-0744-01A GBM 1.25588443
TCGA-06-0171-02A GBM 1.120494757
TCGA-14-0787-01A GBM 1.934332726
TCGA-06-0178-01A GBM 0.870261689
TCGA-06-2557-01A GBM 1.94473842
TCGA-06-0211-02A GBM 1.318057825
TCGA-06-0210-02A GBM 1.557910971
TCGA-76-4927-01A GBM 1.696575138
TCGA-06-5858-01A GBM 2.223717239
TCGA-12-3653-01A GBM 2.11700328
TCGA-12-3650-01A GBM 1.677805013
TCGA-32-2638-01A GBM 1.288023354
TCGA-12-3652-01A GBM 1.086615802
TCGA-26-5134-01A GBM 2.07885468
TCGA-27-2524-01A GBM 1.164188239
TCGA-06-5856-01A GBM 2.072844136
TCGA-06-1804-01A GBM 2.304648529
TCGA-26-5136-01B GBM 2.138838326
TCGA-06-0646-01A GBM 2.077838904
TCGA-28-5218-01A GBM 1.434742146
TCGA-02-2483-01A GBM 1.673393466
TCGA-06-2562-01A GBM 1.481516502
TCGA-27-1837-01A GBM 1.522232752
TCGA-06-2559-01A GBM 2.300494914
TCGA-06-0221-02A GBM 2.101535823
TCGA-06-0211-01A GBM 1.675915056
TCGA-06-5416-01A GBM 1.400853737
TCGA-06-0238-01A GBM 1.07752686
TCGA-14-1034-01A GBM 2.18283898
TCGA-19-2629-01A GBM 1.773378177
TCGA-19-2625-01A GBM 1.793363574
TCGA-06-5413-01A GBM 1.756681535
TCGA-12-5299-01A GBM 1.238451747
TCGA-06-0882-01A GBM 0.665535016
TCGA-06-0130-01A GBM 1.625428524
TCGA-76-4925-01A GBM 2.071714547
TCGA-06-5418-01A GBM 1.519793771
TCGA-06-0190-01A GBM 1.394592629
TCGA-27-1835-01A GBM 2.14355959
TCGA-28-5216-01A GBM 1.240044872
TCGA-06-5411-01A GBM 0.990889378
TCGA-27-2519-01A GBM 1.440525259
TCGA-28-5213-01A GBM 1.251115759
TCGA-28-5209-01A GBM 2.267918651
TCGA-76-4926-01B GBM 2.696772667
TCGA-06-0219-01A GBM 1.200039518
TCGA-02-2486-01A GBM 0.840757014
TCGA-06-0190-02A GBM 1.079196549
TCGA-06-0750-01A GBM 1.224692766
TCGA-15-1444-01A GBM 1.692957632
TCGA-27-1832-01A GBM 2.223265067
TCGA-19-0957-02A GBM 1.589302719
TCGA-06-0174-01A GBM 1.672953122
TCGA-12-0616-01A GBM 1.668300061
TCGA-27-1834-01A GBM 1.536979384
TCGA-32-1970-01A GBM 2.056108657
TCGA-14-0736-02A GBM 1.325059514
TCGA-28-5215-01A GBM 1.955368042
TCGA-06-0132-01A GBM 0.517605802
TCGA-06-5408-01A GBM 1.953160322
TCGA-28-5208-01A GBM 1.753728086
TCGA-06-0211-01B GBM 1.873566112
TCGA-28-2509-01A GBM 1.740295702
TCGA-19-5960-01A GBM 2.798446435
TCGA-41-5651-01A GBM 2.131100607
TCGA-27-2521-01A GBM 1.332983223
TCGA-28-2513-01A GBM 1.223429497
TCGA-06-0743-01A GBM 1.555651683
TCGA-76-4932-01A GBM 1.589596612
TCGA-08-0386-01A GBM 1.727348101
TCGA-06-0749-01A GBM 1.147191995
TCGA-27-1831-01A GBM 1.074596813
TCGA-06-0139-01A GBM 0.790826202
TCGA-19-1389-02A GBM 1.311293453
TCGA-HD-7831-01A HNSC 0.855946931
TCGA-H7-7774-01A HNSC 1.266703099
TCGA-CV-6943-01A HNSC 1.344386489
TCGA-CN-5374-01A HNSC 1.817312491
TCGA-CV-6959-01A HNSC 2.161534986
TCGA-F7-A61V-01A HNSC 1.888234873
TCGA-CV-7413-01A HNSC 1.110212905
TCGA-QK-A64Z-01A HNSC 1.640538578
TCGA-CR-5249-01A HNSC 2.401774437
TCGA-CQ-5331-01A HNSC 1.705746172
TCGA-BB-8601-01A HNSC 2.618713632
TCGA-CV-A45W-01A HNSC 2.464883236
TCGA-CQ-7063-01A HNSC 1.638609882
TCGA-CN-5373-01A HNSC 1.325599774
TCGA-CV-A45T-01A HNSC 1.577083276
TCGA-HD-A4C1-01A HNSC 2.284553609
TCGA-CV-5444-01A HNSC 1.360484269
TCGA-D6-8569-01A HNSC 2.75896731
TCGA-CV-6937-01A HNSC 1.133175298
TCGA-QK-A8ZB-01A HNSC 1.202436021
TCGA-CR-5250-01A HNSC 3.127226823
TCGA-CN-4729-01A HNSC 1.599726926
TCGA-CV-7089-01A HNSC 1.993048989
TCGA-BA-4075-01A HNSC 1.051406176
TCGA-T3-A92M-01A HNSC 1.711616222
TCGA-CN-5365-01A HNSC 1.610496647
TCGA-CV-7429-01A HNSC 1.850804397
TCGA-QK-A652-01A HNSC 1.393735804
TCGA-F7-8298-01A HNSC 3.018792586
TCGA-CV-7416-01A HNSC 2.036924315
TCGA-H7-A6C4-01A HNSC 1.047916209
TCGA-CV-7102-01A HNSC 2.514855629
TCGA-CV-7568-01A HNSC 2.413322086
TCGA-KU-A66S-01A HNSC 1.82984635
TCGA-QK-A6VC-01A HNSC 1.824695652
TCGA-CN-6998-01A HNSC 1.155404977
TCGA-CV-6941-01A HNSC 2.436280413
TCGA-CN-4727-01A HNSC 2.080210701
TCGA-BB-A5HY-01A HNSC 1.285467188
TCGA-CV-7263-01A HNSC 2.410121112
TCGA-H7-A76A-01A HNSC 1.62192843
TCGA-CN-4723-01A HNSC 2.202084093
TCGA-CN-6997-01A HNSC 2.68165984
TCGA-CN-5364-01A HNSC 2.413289079
TCGA-CN-A63V-01A HNSC 1.258521707
TCGA-CQ-5325-01A HNSC 1.30714603
TCGA-CR-7386-01A HNSC 1.195005423
TCGA-CX-A4AQ-01A HNSC 2.438252358
TCGA-CV-7410-01A HNSC 2.104371132
TCGA-BB-4225-01A HNSC 3.007644032
TCGA-D6-A6EM-01A HNSC 1.929643014
TCGA-T2-A6WZ-01A HNSC 1.044888537
TCGA-HD-8314-01A HNSC 2.229755264
TCGA-CN-A642-01A HNSC 1.681233089
TCGA-BB-A6UO-01A HNSC 1.248153332
TCGA-DQ-7591-01A HNSC 3.087812904
TCGA-CN-4739-01A HNSC 2.159399305
TCGA-CR-7398-01A HNSC 2.743492034
TCGA-HD-8634-01A HNSC 1.594537483
TCGA-CR-7372-01A HNSC 1.702550405
TCGA-HD-8224-01A HNSC 2.088253928
TCGA-CV-A45P-01A HNSC 1.370429279
TCGA-BB-A5HZ-01A HNSC 1.239739465
TCGA-CQ-5332-01A HNSC 2.181715659
TCGA-CQ-6224-01A HNSC 1.479365994
TCGA-CV-7424-01A HNSC 2.023889905
TCGA-HD-7832-01A HNSC 3.11696456
TCGA-QK-AA3J-01A HNSC 2.397182967
TCGA-BA-4077-01B HNSC 1.972144984
TCGA-CQ-A4C7-01A HNSC 1.645015936
TCGA-CQ-A4CB-01A HNSC 2.480940288
TCGA-F7-7848-01A HNSC 2.574968602
TCGA-CR-7392-01A HNSC 1.613877646
TCGA-CX-7082-01A HNSC 1.937385696
TCGA-CV-7414-01A HNSC 0.913800895
TCGA-CN-A63W-01A HNSC 1.814576502
TCGA-BA-5557-01A HNSC 1.066362598
TCGA-CR-6471-01A HNSC 2.468186492
TCGA-UF-A7JT-01A HNSC 1.741932348
TCGA-QK-A6IF-01A HNSC 3.316872722
TCGA-QK-A6IJ-01A HNSC 0.891762082
TCGA-CV-7248-01A HNSC 2.083409829
TCGA-UF-A7JD-01A HNSC 1.590215567
TCGA-RS-A6TP-01A HNSC 2.380697338
TCGA-CR-7399-01A HNSC 2.752278533
TCGA-CV-6948-01A HNSC 2.283126443
TCGA-CV-7101-01A HNSC 1.781360696
TCGA-CV-7247-01A HNSC 2.632114704
TCGA-DQ-5624-01A HNSC 0.750132637
TCGA-H7-8502-01A HNSC 2.069123716
TCGA-CN-6989-01A HNSC 2.110488214
TCGA-CN-5360-01A HNSC 2.160358154
TCGA-MZ-A7D7-01A HNSC 1.443552928
TCGA-CV-A6JY-01A HNSC 1.337441525
TCGA-BA-5153-01A HNSC 3.312431214
TCGA-BB-8596-01A HNSC 2.144634018
TCGA-CR-7369-01A HNSC 2.479818537
TCGA-CQ-7071-01A HNSC 1.701261005
TCGA-BA-A6DB-01A HNSC 1.027204608
TCGA-CQ-5327-01A HNSC 1.797119306
TCGA-MT-A51X-01A HNSC 1.230922835
TCGA-4P-AA8J-01A HNSC 1.298210941
TCGA-CV-5439-01A HNSC 1.370790207
TCGA-BA-A4IF-01A HNSC 2.537856667
TCGA-CV-5971-01A HNSC 1.467283348
TCGA-CN-6995-01A HNSC 2.118098128
TCGA-D6-A4Z9-01A HNSC 2.630082776
TCGA-DQ-5631-01A HNSC 2.168105503
TCGA-DQ-7588-01A HNSC 2.415336467
TCGA-CR-7373-01A HNSC 2.311752244
TCGA-CX-7085-01A HNSC 1.319054195
TCGA-F7-A50J-01A HNSC 1.045839673
TCGA-CQ-6228-01A HNSC 0.960031064
TCGA-CQ-6222-01A HNSC 1.023419992
TCGA-IQ-7630-01A HNSC 1.373290159
TCGA-D6-A6EP-01A HNSC 1.138845907
TCGA-D6-6825-01A HNSC 1.758097437
TCGA-CN-6013-01A HNSC 1.468233783
TCGA-CV-6939-01A HNSC 2.695995793
TCGA-CR-6477-01A HNSC 1.38991237
TCGA-WA-A7H4-01A HNSC 1.852358095
TCGA-CN-5358-01A HNSC 1.535967195
TCGA-CR-7397-01A HNSC 1.251418781
TCGA-CR-7376-01A HNSC 1.915426406
TCGA-F7-A61W-01A HNSC 1.631599748
TCGA-BA-5558-01A HNSC 1.511613807
TCGA-CV-5976-01A HNSC 1.818087555
TCGA-CV-6954-01A HNSC 1.608192635
TCGA-CR-7395-01A HNSC 1.644124358
TCGA-CV-7411-01A HNSC 0.65239504
TCGA-D6-A6EQ-01A HNSC 1.009843061
TCGA-CV-A463-01A HNSC 1.574896752
TCGA-CN-4722-01A HNSC 1.209450037
TCGA-CV-A45U-01A HNSC 2.064914179
TCGA-CV-A6JN-01A HNSC 0.935641058
TCGA-CR-5248-01A HNSC 2.63682078
TCGA-CV-6962-01A HNSC 2.090258092
TCGA-CR-6491-01A HNSC 1.767520205
TCGA-CV-7242-01A HNSC 1.666760311
TCGA-CV-A45R-01A HNSC 1.240219981
TCGA-KU-A66T-01A HNSC 1.868984229
TCGA-BB-4223-01A HNSC 3.201988588
TCGA-CV-A468-01A HNSC 1.067431936
TCGA-D6-6516-01A HNSC 1.540296275
TCGA-CQ-6219-01A HNSC 2.222352331
TCGA-CQ-6229-01A HNSC 1.521356185
TCGA-CN-A497-01A HNSC 2.203330272
TCGA-CR-7365-01A HNSC 1.92382625
TCGA-P3-A5QE-01A HNSC 2.813554315
TCGA-CV-5443-01A HNSC 2.973033584
TCGA-CR-7377-01A HNSC 1.828043443
TCGA-HD-7753-01A HNSC 1.902410596
TCGA-BA-A6DG-01A HNSC 0.79408829
TCGA-CQ-A4CD-01A HNSC 2.074005337
TCGA-F7-A50G-01A HNSC 1.219552228
TCGA-HL-7533-01A HNSC 2.249650387
TCGA-T2-A6X2-01A HNSC 1.500332998
TCGA-CV-5431-01A HNSC 2.109831464
TCGA-CN-6021-01A HNSC 1.818178301
TCGA-CN-6020-01A HNSC 1.767815735
TCGA-BA-A6DJ-01A HNSC 1.668657764
TCGA-CN-5355-01A HNSC 2.408312456
TCGA-D6-6826-01A HNSC 2.074291549
TCGA-UF-A7JJ-01A HNSC 1.060543686
TCGA-CR-6488-01A HNSC 1.454636837
TCGA-HD-A633-01A HNSC 2.134531439
TCGA-CV-5977-01A HNSC 2.055645594
TCGA-CR-7364-01A HNSC 1.949458935
TCGA-CV-7421-01A HNSC 1.555679909
TCGA-CQ-5323-01A HNSC 2.660497763
TCGA-UF-A718-01A HNSC 1.476352136
TCGA-CQ-5333-01A HNSC 1.547910014
TCGA-CN-5363-01A HNSC 2.398791222
TCGA-QK-A6II-01A HNSC 0.770951051
TCGA-CN-5370-01A HNSC 1.609866136
TCGA-UF-A71D-01A HNSC 1.709346465
TCGA-UF-A71E-01A HNSC 1.795141142
TCGA-CR-6492-01A HNSC 1.763503592
TCGA-CV-7104-01A HNSC 1.530635864
TCGA-CN-A49C-01A HNSC 2.207383886
TCGA-CV-7238-01A HNSC 1.426927737
TCGA-CV-7099-01A HNSC 1.913261105
TCGA-QK-A6VB-01A HNSC 2.547020885
TCGA-CV-7432-01A HNSC 2.635171716
TCGA-IQ-A61H-01A HNSC 2.62727749
TCGA-CV-6956-01A HNSC 2.415909149
TCGA-MT-A51W-01A HNSC 1.602388421
TCGA-CQ-6221-01A HNSC 1.216383983
TCGA-CV-6953-01A HNSC 0.755764636
TCGA-CN-4738-01A HNSC 1.387589319
TCGA-BA-A6DA-01A HNSC 0.688689642
TCGA-CR-6474-01A HNSC 0.833531657
TCGA-CQ-5334-01A HNSC 2.273526128
TCGA-CV-7437-01A HNSC 1.34683994
TCGA-CV-7250-01A HNSC 2.413766351
TCGA-CV-5432-01A HNSC 2.428033385
TCGA-CV-6934-01A HNSC 0.859949908
TCGA-CN-5356-01A HNSC 2.493792587
TCGA-CN-A498-01A HNSC 1.831762801
TCGA-CV-7406-01A HNSC 2.037145702
TCGA-CQ-6225-01A HNSC 1.910020446
TCGA-CN-4737-01A HNSC 1.843178045
TCGA-C9-A480-01A HNSC 1.454627118
TCGA-D6-6824-01A HNSC 1.58530932
TCGA-CN-A63T-01A HNSC 1.491652686
TCGA-CV-7252-01A HNSC 1.957385159
TCGA-CV-6003-01A HNSC 2.270818508
TCGA-F7-A50I-01A HNSC 0.754756608
TCGA-CV-7407-01A HNSC 1.572225396
TCGA-CN-4734-01A HNSC 1.767105726
TCGA-CV-7236-01A HNSC 1.971139757
TCGA-CR-7382-01A HNSC 2.537890854
TCGA-CV-6938-01A HNSC 1.7007645
TCGA-CV-7433-01A HNSC 1.507785709
TCGA-CN-6022-01A HNSC 1.489010936
TCGA-CN-6023-01A HNSC 3.117045961
TCGA-CV-6933-01A HNSC 1.832613917
TCGA-CV-A45V-01A HNSC 1.125553412
TCGA-BA-6870-01A HNSC 1.050662738
TCGA-DQ-5630-01A HNSC 1.105257803
TCGA-BA-4074-01A HNSC 1.896347136
TCGA-P3-A6SX-01A HNSC 1.588314094
TCGA-IQ-A61J-01A HNSC 1.193867412
TCGA-CR-7379-01A HNSC 1.688236469
TCGA-CV-A45Z-01A HNSC 1.71489823
TCGA-CN-4742-01A HNSC 1.311613281
TCGA-CV-A461-01A HNSC 1.492288587
TCGA-CR-7388-01A HNSC 1.718180434
TCGA-CR-7374-01A HNSC 2.491706538
TCGA-CV-6961-01A HNSC 1.652015838
TCGA-F7-A61S-01A HNSC 1.949285491
TCGA-BA-A6D8-01A HNSC 1.744145349
TCGA-P3-A6T4-01A HNSC 0.863884787
TCGA-QK-A6V9-01A HNSC 3.018766458
TCGA-CV-5973-01A HNSC 0.450210258
TCGA-CR-7389-01A HNSC 1.413103936
TCGA-CV-6935-01A HNSC 1.180005423
TCGA-CN-6017-01A HNSC 1.443615022
TCGA-CQ-A4CE-01A HNSC 1.609176276
TCGA-CR-7401-01A HNSC 1.270635455
TCGA-CV-5436-01A HNSC 1.750090207
TCGA-CR-6484-01A HNSC 1.552372226
TCGA-CR-6493-01A HNSC 2.535570162
TCGA-BA-4076-01A HNSC 1.383151282
TCGA-CV-7100-01A HNSC 3.031983115
TCGA-BA-5556-01A HNSC 1.83597977
TCGA-F7-8489-01A HNSC 1.850124336
TCGA-CV-5979-01A HNSC 1.876474321
TCGA-CV-7095-01A HNSC 1.764541713
TCGA-CV-A6JM-01A HNSC 1.13337373
TCGA-QK-AA3K-01A HNSC 1.764208276
TCGA-BB-4224-01A HNSC 2.058099932
TCGA-UF-A71B-01A HNSC 2.269030935
TCGA-CR-7402-01A HNSC 2.559016978
TCGA-CN-4735-01A HNSC 2.22710691
TCGA-CV-6945-01A HNSC 1.351108737
TCGA-CV-6955-01A HNSC 1.287123823
TCGA-CV-7253-01A HNSC 1.943357691
TCGA-P3-A6T8-01A HNSC 1.284470042
TCGA-CV-6936-01A HNSC 2.267622022
TCGA-BA-5152-01A HNSC 1.705667582
TCGA-CR-5247-01A HNSC 1.527898895
TCGA-MT-A7BN-01A HNSC 1.027260008
TCGA-CN-A499-01A HNSC 2.891854777
TCGA-QK-A8Z7-01A HNSC 2.523125252
TCGA-CV-7103-01A HNSC 1.165011039
TCGA-T2-A6X0-01A HNSC 2.645756805
TCGA-CV-A45Q-01A HNSC 0.339582571
TCGA-CV-7245-01A HNSC 1.953795256
TCGA-P3-A6T2-01A HNSC 2.631406153
TCGA-CQ-A4C6-01A HNSC 1.603957207
TCGA-BA-6873-01A HNSC 2.78064027
TCGA-UF-A7JV-01A HNSC 1.714982868
TCGA-BA-4078-01A HNSC 2.932230138
TCGA-CV-6441-01A HNSC 2.130951805
TCGA-CV-7434-01A HNSC 2.090396555
TCGA-CV-6952-01A HNSC 1.633025545
TCGA-CQ-5326-01A HNSC 2.423157532
TCGA-CN-A6V6-01A HNSC 2.320706658
TCGA-CN-4730-01A HNSC 2.119013947
TCGA-CN-6019-01A HNSC 0.875586922
TCGA-CQ-7069-01A HNSC 1.169908489
TCGA-CR-5243-01A HNSC 2.988103464
TCGA-BA-6868-01B HNSC 0.860227202
TCGA-CQ-5330-01A HNSC 1.956884584
TCGA-D6-6827-01A HNSC 2.222143822
TCGA-CN-6992-01A HNSC 2.254322417
TCGA-HD-8635-01A HNSC 1.134461349
TCGA-CV-7423-01A HNSC 2.070760541
TCGA-KU-A6H7-06A HNSC 2.1245987
TCGA-CR-6470-01A HNSC 2.792864558
TCGA-CV-A45O-01A HNSC 0.429761203
TCGA-CV-A6JU-01A HNSC 0.935990062
TCGA-CR-6487-01A HNSC 2.781565359
TCGA-CV-7427-01A HNSC 1.980019439
TCGA-P3-A6T7-01A HNSC 1.675105654
TCGA-IQ-A61G-01A HNSC 1.909768407
TCGA-CV-A6JT-01A HNSC 0.557003417
TCGA-CV-7177-01A HNSC 1.606071987
TCGA-DQ-5629-01A HNSC 3.169996539
TCGA-CV-7446-01A HNSC 2.037636879
TCGA-BA-A4IH-01A HNSC 3.070300519
TCGA-D6-A6EK-01A HNSC 1.00278454
TCGA-P3-A6T0-01A HNSC 1.855992295
TCGA-CV-A465-01A HNSC 1.775262509
TCGA-CR-7383-01A HNSC 2.358333159
TCGA-IQ-A61I-01A HNSC 2.143623767
TCGA-D6-A4ZB-01A HNSC 1.286034695
TCGA-CV-5966-01A HNSC 2.317754253
TCGA-BA-A4II-01A HNSC 1.9909
TCGA-UP-A6WW-01A HNSC 2.402410919
TCGA-CR-6473-01A HNSC 3.671157457
TCGA-CV-7438-01A HNSC 2.14144172
TCGA-CV-7097-01A HNSC 2.336296168
TCGA-QK-A8Z9-01B HNSC 1.668079737
TCGA-UF-A7JO-01A HNSC 1.912486759
TCGA-CV-7180-01A HNSC 1.931028922
TCGA-D6-A6EO-01A HNSC 2.24069773
TCGA-HD-A6I0-01A HNSC 1.174773512
TCGA-CV-6950-01A HNSC 2.489136935
TCGA-UF-A7JK-01A HNSC 1.334397857
TCGA-UF-A7JF-01A HNSC 1.189193073
TCGA-CV-7428-01A HNSC 2.254275001
TCGA-D6-A6ES-01A HNSC 0.885976256
TCGA-CQ-A4CH-01A HNSC 2.340234181
TCGA-D6-A6EN-01A HNSC 1.70884168
TCGA-CR-7394-01A HNSC 1.162601913
TCGA-CV-7425-01A HNSC 1.693495735
TCGA-CV-7254-01A HNSC 2.003093523
TCGA-CR-6478-01A HNSC 2.768264493
TCGA-TN-A7HL-01A HNSC 1.411990783
TCGA-CQ-6218-01A HNSC 1.54077582
TCGA-HD-7229-01A HNSC 2.297564703
TCGA-MT-A67D-01A HNSC 1.88603124
TCGA-IQ-7631-01A HNSC 0.63394864
TCGA-CQ-7072-01A HNSC 1.547396123
TCGA-BB-A6UM-01A HNSC 2.737198516
TCGA-MT-A67F-01A HNSC 1.265480389
TCGA-H7-8501-01A HNSC 2.130763802
TCGA-CN-A6V7-01A HNSC 3.177101355
TCGA-BA-A8YP-01A HNSC 1.891431945
TCGA-CN-A49B-01A HNSC 2.293254984
TCGA-CV-7183-01A HNSC 1.192441487
TCGA-CN-4736-01A HNSC 1.465430243
TCGA-CV-A6K1-01A HNSC 1.488012755
TCGA-P3-A5QF-01A HNSC 2.205641469
TCGA-CV-6960-01A HNSC 2.128492386
TCGA-P3-A6T5-01A HNSC 1.463888726
TCGA-CV-A6JZ-01A HNSC 2.331053332
TCGA-MZ-A6I9-01A HNSC 2.045889556
TCGA-CV-6433-01A HNSC 2.669892386
TCGA-CN-4725-01A HNSC 2.230068258
TCGA-BA-5151-01A HNSC 1.956389422
TCGA-CR-6467-01A HNSC 3.751592891
TCGA-CN-4726-01A HNSC 0.683422602
TCGA-F7-A624-01A HNSC 2.123517306
TCGA-CN-5359-01A HNSC 1.795277236
TCGA-BA-A6DL-01A HNSC 1.428166139
TCGA-QK-A6IH-01A HNSC 1.046600515
TCGA-HD-7754-01A HNSC 2.682552197
TCGA-BA-6869-01A HNSC 1.418175027
TCGA-TN-A7HI-01A HNSC 1.999694306
TCGA-CV-5440-01A HNSC 1.652597508
TCGA-MZ-A5BI-01A HNSC 1.995822092
TCGA-BB-4228-01A HNSC 2.920935571
TCGA-CV-5970-01A HNSC 1.417998843
TCGA-CQ-7065-01A HNSC 1.39258113
TCGA-QK-A8Z8-01A HNSC 2.184369839
TCGA-F7-A623-01A HNSC 1.870601897
TCGA-P3-A6SW-01A HNSC 2.623074434
TCGA-CR-7368-01A HNSC 2.842246768
TCGA-CQ-A4C9-01A HNSC 2.571164161
TCGA-CR-7380-01A HNSC 1.933145005
TCGA-CN-5369-01A HNSC 1.562743842
TCGA-BA-A6DE-01A HNSC 2.231420975
TCGA-CV-5978-01A HNSC 1.945782559
TCGA-D6-6823-01A HNSC 2.79244962
TCGA-CN-6012-01A HNSC 2.455224447
TCGA-CR-7393-01A HNSC 1.184219806
TCGA-CN-6994-01A HNSC 1.773483722
TCGA-MT-A67A-01A HNSC 1.18228035
TCGA-CN-A63U-01A HNSC 1.886167051
TCGA-CV-7418-01A HNSC 2.636835979
TCGA-IQ-A6SG-01A HNSC 2.000099891
TCGA-CV-A6JE-01A HNSC 0.76118258
TCGA-BA-6872-01A HNSC 2.08696425
TCGA-CV-A460-01A HNSC 2.117525156
TCGA-BB-4227-01A HNSC 3.172981366
TCGA-CR-7391-01A HNSC 1.17791493
TCGA-CV-7415-01A HNSC 1.574637723
TCGA-CR-7385-01A HNSC 2.519547641
TCGA-KU-A6H7-01A HNSC 2.648745774
TCGA-BA-A6DI-01A HNSC 1.779523602
TCGA-CQ-A4CI-01A HNSC 3.245595431
TCGA-BB-A5HU-01A HNSC 1.141680282
TCGA-HD-A634-01A HNSC 2.973144731
TCGA-CV-6436-01A HNSC 0.711423407
TCGA-CV-5434-01A HNSC 2.264624766
TCGA-D6-8568-01A HNSC 2.119137958
TCGA-CV-A6K0-01B HNSC 1.90356059
TCGA-CN-A6UY-01A HNSC 2.416145809
TCGA-P3-A5Q6-01A HNSC 1.001344138
TCGA-F7-A620-01A HNSC 1.47362978
TCGA-CN-A49A-01A HNSC 1.802158796
TCGA-CV-5430-01A HNSC 2.314706115
TCGA-CV-7261-01A HNSC 2.37793494
TCGA-KU-A6H8-01A HNSC 1.228929475
TCGA-CR-7370-01A HNSC 2.796700962
TCGA-CN-A6V3-01A HNSC 2.011657325
TCGA-CN-5367-01A HNSC 2.141379054
TCGA-BA-5559-01A HNSC 2.898699489
TCGA-CV-7435-01A HNSC 1.441140605
TCGA-F7-A622-01A HNSC 1.57501257
TCGA-UF-A7JA-01A HNSC 1.824631352
TCGA-CR-6481-01A HNSC 2.26738707
TCGA-BA-A6DD-01A HNSC 1.674542816
TCGA-T3-A92N-01A HNSC 2.703950058
TCGA-TN-A7HJ-01A HNSC 1.439022547
TCGA-UF-A7JC-01A HNSC 1.823766496
TCGA-P3-A5Q5-01A HNSC 1.933631707
TCGA-UF-A71A-06A HNSC 2.431642775
TCGA-D6-6515-01A HNSC 2.026181011
TCGA-IQ-7632-01A HNSC 1.296530579
TCGA-BA-A4IG-01A HNSC 2.489387371
TCGA-D6-6517-01A HNSC 2.18714059
TCGA-DQ-7592-01A HNSC 1.502930336
TCGA-CN-6988-01A HNSC 2.223527348
TCGA-CN-4740-01A HNSC 1.608454943
TCGA-CN-6018-01A HNSC 2.66688952
TCGA-CR-7367-01A HNSC 1.551198275
TCGA-P3-A6T6-01A HNSC 2.650459254
TCGA-CV-5435-01A HNSC 2.285058327
TCGA-BA-7269-01A HNSC 0.831524792
TCGA-CR-7371-01A HNSC 2.032529201
TCGA-CR-6482-01A HNSC 2.633058718
TCGA-CV-7440-01A HNSC 1.931265312
TCGA-CV-A6K2-01A HNSC 1.759142508
TCGA-CV-5441-01A HNSC 1.811185947
TCGA-CV-7178-01A HNSC 1.639828295
TCGA-BA-5555-01A HNSC 2.627498381
TCGA-UF-A7J9-01A HNSC 2.153576849
TCGA-CV-7091-01A HNSC 1.360296493
TCGA-CV-5442-01A HNSC 2.002821726
TCGA-CN-6016-01A HNSC 0.606350353
TCGA-CV-6940-01A HNSC 2.373408357
TCGA-QK-A6IG-01A HNSC 2.336963667
TCGA-CN-6996-01A HNSC 2.446513033
TCGA-CN-5361-01A HNSC 1.917153272
TCGA-IQ-A61E-01A HNSC 2.218724009
TCGA-RS-A6TO-01A HNSC 1.92954692
TCGA-CN-A641-01A HNSC 2.487258709
TCGA-CN-4741-01A HNSC 2.48141046
TCGA-CN-5366-01A HNSC 2.153913866
TCGA-CN-4731-01A HNSC 1.466180213
TCGA-CQ-A4CG-01A HNSC 2.227324022
TCGA-CX-7219-01A HNSC 2.48987241
TCGA-IQ-A61O-01A HNSC 0.906039813
TCGA-CV-A6JD-01A HNSC 1.245094718
TCGA-T2-A6WX-01A HNSC 1.69104593
TCGA-P3-A6T3-01A HNSC 1.000978827
TCGA-UF-A7JH-01A HNSC 1.592738344
TCGA-P3-A5QA-01A HNSC 1.428393711
TCGA-CV-A45Y-01A HNSC 1.280892858
TCGA-QK-A8ZA-01A HNSC 2.608977236
TCGA-CQ-6220-01A HNSC 1.713852633
TCGA-UF-A71A-01A HNSC 1.946188594
TCGA-CR-6472-01A HNSC 2.622515782
TCGA-WA-A7GZ-01A HNSC 2.146027456
TCGA-CV-6942-01A HNSC 1.830320759
TCGA-CN-6024-01A HNSC 1.766993313
TCGA-CN-6011-01A HNSC 1.371946592
TCGA-CR-6480-01A HNSC 2.778256301
TCGA-BB-4217-01A HNSC 2.163831353
TCGA-CQ-5324-01A HNSC 1.590700413
TCGA-CQ-5329-01A HNSC 1.987496593
TCGA-CQ-A4CA-01A HNSC 0.657447674
TCGA-CV-7430-01A HNSC 1.74500121
TCGA-D6-A74Q-01A HNSC 2.013012912
TCGA-CV-7255-01A HNSC 1.903303578
TCGA-CQ-6223-01A HNSC 1.390363224
TCGA-BA-6871-01A HNSC 1.992586522
TCGA-CV-A6JO-01B HNSC 1.233500946
TCGA-CR-7404-01A HNSC 2.830337092
TCGA-UF-A719-01A HNSC 2.978482884
TCGA-CQ-6227-01A HNSC 1.597359686
TCGA-CV-6951-01A HNSC 1.33381365
TCGA-CN-4728-01A HNSC 1.261593683
TCGA-CV-7090-01A HNSC 1.654468018
TCGA-DQ-5625-01A HNSC 1.13261276
TCGA-UF-A7JS-01A HNSC 1.734332188
TCGA-CN-4733-01A HNSC 1.805654536
TCGA-CR-7390-01A HNSC 2.5154364
TCGA-CV-A45X-01A HNSC 1.323666472
TCGA-IQ-A6SH-01A HNSC 1.192691939
TCGA-CQ-7068-01A HNSC 2.007603425
TCGA-CV-A464-01A HNSC 1.705557507
TCGA-C9-A47Z-01A HNSC 1.554743088
TCGA-CN-6010-01A HNSC 2.501184785
TCGA-CV-7235-01A HNSC 1.632260174
TCGA-CX-7086-01A HNSC 2.284074636
TCGA-CV-7422-01A HNSC 2.444796558
TCGA-HD-A6HZ-01A HNSC 2.162297764
TCGA-KL-8332-01A KICH 0.256292947
TCGA-KN-8423-01A KICH 0.223149936
TCGA-KL-8327-01A KICH 0.050586846
TCGA-KO-8409-01A KICH 0.068803826
TCGA-KN-8430-01A KICH 0.328698592
TCGA-KL-8329-01A KICH 0.273436374
TCGA-KL-8338-01A KICH 0.219457895
TCGA-KN-8429-01A KICH 0.32256281
TCGA-KN-8432-01A KICH 0.241095435
TCGA-KN-8437-01A KICH 0.763683371
TCGA-KL-8342-01A KICH 0.206185991
TCGA-KM-8443-01A KICH 0.199444713
TCGA-KN-8434-01A KICH 0.287332956
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TCGA-KN-8435-01A KICH 0.713363436
TCGA-KL-8346-01A KICH 0.230264934
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TCGA-BP-4343-01A KIRC 0.656810972
TCGA-2K-A9WE-01A KIRP 0.594491012
TCGA-DZ-6134-01A KIRP 0.854194625
TCGA-BQ-7053-01A KIRP 1.166399857
TCGA-GL-A9DE-01A KIRP 0.682399933
TCGA-B9-5156-01A KIRP 1.851629722
TCGA-A4-A57E-01A KIRP 1.906067031
TCGA-2Z-A9JQ-01A KIRP 0.941952024
TCGA-MH-A562-01A KIRP 0.631442966
TCGA-UZ-A9PN-01A KIRP 1.105012389
TCGA-2Z-A9J3-01A KIRP 1.65412159
TCGA-UZ-A9PX-01A KIRP 0.898045673
TCGA-EV-5902-01A KIRP 0.565258834
TCGA-DW-7838-01A KIRP 0.493393424
TCGA-BQ-5883-01A KIRP 0.821900706
TCGA-Y8-A898-01A KIRP 0.471230255
TCGA-KV-A6GD-01A KIRP 0.46145375
TCGA-HE-A5NH-01A KIRP 1.238238817
TCGA-2Z-A9JG-01A KIRP 0.636824481
TCGA-A4-8312-01A KIRP 0.556866491
TCGA-BQ-5879-01A KIRP 1.407488425
TCGA-G7-7502-01A KIRP 0.597352893
TCGA-A4-8516-01A KIRP 0.960565028
TCGA-IZ-A6M9-01A KIRP 0.380064254
TCGA-BQ-7045-01A KIRP 0.478553993
TCGA-UZ-A9PS-01A KIRP 1.339675144
TCGA-MH-A561-01A KIRP 0.407118845
TCGA-MH-A55W-01A KIRP 0.927930224
TCGA-IA-A83V-01A KIRP 0.526995605
TCGA-B9-5155-01A KIRP 1.163891641
TCGA-B9-A5W8-01A KIRP 0.664798912
TCGA-2Z-A9J6-01A KIRP 0.695488119
TCGA-B9-7268-01A KIRP 1.094311736
TCGA-5P-A9K6-01A KIRP 0.809321365
TCGA-Y8-A8RY-01A KIRP 0.771509691
TCGA-MH-A855-01A KIRP 0.336965549
TCGA-HE-7130-01A KIRP 1.827024022
TCGA-P4-AAVK-01A KIRP 0.826531953
TCGA-UZ-A9PS-05A KIRP 0.475822086
TCGA-B9-4617-01A KIRP 0.63598306
TCGA-Y8-A8S1-01A KIRP 0.139911745
TCGA-G7-7501-01A KIRP 1.564112968
TCGA-SX-A7SN-01A KIRP 0.96506216
TCGA-2Z-A9JD-01A KIRP 0.751870888
TCGA-G7-6790-01A KIRP 1.207165543
TCGA-DW-7834-01A KIRP 0.530285249
TCGA-HE-7129-01A KIRP 1.169125671
TCGA-P4-A5E7-01A KIRP 1.155450815
TCGA-5P-A9JU-01A KIRP 1.194525259
TCGA-BQ-5875-01A KIRP 1.029478257
TCGA-GL-A9DC-01A KIRP 1.129439047
TCGA-B9-A8YH-01A KIRP 1.096150421
TCGA-MH-A856-01A KIRP 0.669278582
TCGA-EV-5901-01A KIRP 1.13425785
TCGA-BQ-7060-01A KIRP 1.048052144
TCGA-P4-A5EA-01A KIRP 1.183934788
TCGA-Y8-A895-01A KIRP 1.100541348
TCGA-B1-A47M-01A KIRP 1.228081574
TCGA-PJ-A5Z9-01A KIRP 0.674521966
TCGA-HE-A5NK-01A KIRP 0.653195683
TCGA-5P-A9KA-01A KIRP 0.543304101
TCGA-A4-7734-01A KIRP 1.214378528
TCGA-SX-A7SR-01A KIRP 0.802634639
TCGA-BQ-5890-01A KIRP 0.958946337
TCGA-B3-4103-01A KIRP 1.287955788
TCGA-DW-7837-01A KIRP 0.669953882
TCGA-A4-7996-01A KIRP 1.594932457
TCGA-UZ-A9PP-01A KIRP 0.927738801
TCGA-2Z-A9JE-01A KIRP 0.951512327
TCGA-GL-A4EM-01A KIRP 0.406100095
TCGA-2Z-A9JN-01A KIRP 0.859379975
TCGA-UZ-A9PV-01A KIRP 1.277069064
TCGA-5P-A9KF-01A KIRP 0.835610806
TCGA-2Z-A9JK-01A KIRP 1.129679576
TCGA-A4-A5Y1-01A KIRP 1.528104064
TCGA-4A-A93W-01A KIRP 0.819216461
TCGA-EV-5903-01A KIRP 1.05156653
TCGA-MH-A857-01A KIRP 0.373141627
TCGA-2Z-A9J2-01A KIRP 0.358556008
TCGA-BQ-7062-01A KIRP 0.730139455
TCGA-DW-7841-01A KIRP 0.740006332
TCGA-DZ-6133-01A KIRP 1.598859025
TCGA-DZ-6135-01A KIRP 0.714481253
TCGA-UZ-A9PU-01A KIRP 0.94173938
TCGA-DW-5560-01A KIRP 1.073354743
TCGA-GL-A59R-01A KIRP 1.026596993
TCGA-GL-7966-01A KIRP 2.768298371
TCGA-IA-A83W-01A KIRP 0.714023103
TCGA-SX-A71R-01A KIRP 0.905238237
TCGA-B9-4115-01A KIRP 1.123190525
TCGA-BQ-5887-01A KIRP 0.461628167
TCGA-DW-5561-01A KIRP 0.965276778
TCGA-A4-8515-01A KIRP 1.41928684
TCGA-DW-7963-01B KIRP 1.040361022
TCGA-5P-A9K9-01A KIRP 1.739794559
TCGA-BQ-5877-01A KIRP 0.920335457
TCGA-BQ-7051-01A KIRP 1.380331147
TCGA-2Z-A9J7-01A KIRP 0.661984119
TCGA-UZ-A9PM-01A KIRP 0.587232937
TCGA-F9-A97G-01A KIRP 0.629914516
TCGA-B1-7332-01A KIRP 0.751233119
TCGA-BQ-7059-01A KIRP 0.420223649
TCGA-A4-A7UZ-01A KIRP 1.42713138
TCGA-SX-A71S-01A KIRP 0.627043448
TCGA-P4-AAVO-01A KIRP 0.394524669
TCGA-DZ-6132-01A KIRP 1.020773543
TCGA-BQ-7046-01A KIRP 1.204908723
TCGA-A4-8630-01A KIRP 1.224767518
TCGA-BQ-7056-01A KIRP 1.142319504
TCGA-2Z-A9JT-01A KIRP 0.320618662
TCGA-2Z-A9J8-01A KIRP 0.734678141
TCGA-HE-A5NJ-01A KIRP 1.432413862
TCGA-2Z-A9JL-01A KIRP 0.88390733
TCGA-AL-7173-01A KIRP 0.71509957
TCGA-G7-6793-01A KIRP 1.081422297
TCGA-AL-3466-01A KIRP 2.278227142
TCGA-J7-6720-01A KIRP 1.08555045
TCGA-SX-A7SM-01A KIRP 0.634463958
TCGA-BQ-5880-01A KIRP 0.334609311
TCGA-P4-A5ED-01A KIRP 0.468534623
TCGA-B9-A44B-01A KIRP 0.917626674
TCGA-P4-AAVL-01A KIRP 0.718995746
TCGA-5P-A9KE-01A KIRP 0.799542699
TCGA-A4-7915-01A KIRP 2.344082211
TCGA-DW-7840-01A KIRP 1.096035109
TCGA-F9-A7VF-01A KIRP 0.623405586
TCGA-B9-4116-01A KIRP 1.603679699
TCGA-BQ-5893-01A KIRP 1.511219081
TCGA-BQ-7058-01A KIRP 0.57059801
TCGA-BQ-5885-01A KIRP 0.516224768
TCGA-A4-7585-01A KIRP 0.844547003
TCGA-A4-A4ZT-01A KIRP 0.7697735
TCGA-IA-A83S-01A KIRP 0.732461404
TCGA-B9-4117-01A KIRP 1.093448035
TCGA-SX-A7SO-01A KIRP 0.271309276
TCGA-P4-A5E8-01A KIRP 1.204543187
TCGA-AL-3472-01A KIRP 0.336591376
TCGA-UZ-A9PZ-01A KIRP 1.186146891
TCGA-B9-A5W7-01A KIRP 0.74875865
TCGA-A4-8310-01A KIRP 1.5544808
TCGA-WN-AB4C-01A KIRP 0.478963781
TCGA-V9-A7HT-01A KIRP 0.72049576
TCGA-SX-A7SP-01A KIRP 0.671617163
TCGA-5P-A9JV-01A KIRP 0.900291288
TCGA-DW-7836-01A KIRP 0.648124547
TCGA-A4-7286-01A KIRP 0.570867019
TCGA-B3-A6W5-01A KIRP 1.634706652
TCGA-P4-A5E6-01A KIRP 0.413146129
TCGA-AT-A5NU-01A KIRP 0.558811756
TCGA-A4-7584-01A KIRP 1.21201069
TCGA-SX-A71U-01A KIRP 1.223045119
TCGA-AL-A5DJ-01A KIRP 1.506328123
TCGA-J7-A8I2-01A KIRP 1.214585528
TCGA-BQ-7055-01A KIRP 0.606699202
TCGA-UZ-A9PO-01A KIRP 0.652713661
TCGA-SX-A7SS-01A KIRP 0.666329773
TCGA-KV-A6GE-01A KIRP 0.552532119
TCGA-Q2-A5QZ-01A KIRP 1.036344966
TCGA-BQ-5892-01A KIRP 1.354491971
TCGA-G7-A8LC-01A KIRP 0.455676744
TCGA-5P-A9KH-01A KIRP 0.355308036
TCGA-5P-A9K2-01A KIRP 0.637208487
TCGA-BQ-5881-01A KIRP 0.397163694
TCGA-KV-A74V-01A KIRP 0.747996393
TCGA-5P-A9K8-01A KIRP 0.602507809
TCGA-BQ-5888-01A KIRP 0.685758665
TCGA-4A-A93X-01A KIRP 0.992165971
TCGA-IZ-A6M8-01A KIRP 0.62002268
TCGA-HE-A5NL-01A KIRP 0.748557514
TCGA-DW-7839-01A KIRP 1.227960958
TCGA-Y8-A8RZ-01A KIRP 0.46357846
TCGA-G7-6789-01A KIRP 0.888192429
TCGA-5P-A9JW-01A KIRP 0.403732077
TCGA-BQ-7061-01A KIRP 1.281217145
TCGA-BQ-5884-01A KIRP 0.977640489
TCGA-HE-7128-01A KIRP 0.863674792
TCGA-IA-A40U-01A KIRP 0.522552766
TCGA-GL-6846-01A KIRP 1.611748012
TCGA-P4-A5EB-01A KIRP 0.829481166
TCGA-SX-A71W-01A KIRP 1.132843919
TCGA-A4-7288-01A KIRP 1.715290063
TCGA-BQ-5891-01A KIRP 1.79400578
TCGA-BQ-5882-01A KIRP 1.260440262
TCGA-2Z-A9J9-01A KIRP 0.943932901
TCGA-B9-4113-01A KIRP 1.075617065
TCGA-IA-A40Y-01A KIRP 0.965528753
TCGA-A4-7287-01A KIRP 2.095606593
TCGA-B3-8121-01A KIRP 1.440802767
TCGA-SX-A71V-01A KIRP 0.983380359
TCGA-5P-A9K3-01A KIRP 1.735743214
TCGA-B1-A47N-01A KIRP 0.392115544
TCGA-UZ-A9PL-01A KIRP 0.848355473
TCGA-BQ-7044-01A KIRP 0.94058494
TCGA-DW-7842-01A KIRP 0.835227702
TCGA-A4-A5DU-01A KIRP 1.164806283
TCGA-G7-A4TM-01A KIRP 0.971534068
TCGA-SX-A7SL-01A KIRP 0.523914177
TCGA-G7-6792-01A KIRP 1.106758768
TCGA-Y8-A896-01A KIRP 0.894365556
TCGA-B1-A47O-01A KIRP 0.817204985
TCGA-BQ-5878-01A KIRP 1.147095375
TCGA-B1-5398-01A KIRP 0.311619576
TCGA-PJ-A5Z8-01A KIRP 0.817498715
TCGA-BQ-7049-01A KIRP 0.589129403
TCGA-B3-3926-01A KIRP 1.116156113
TCGA-GL-8500-01A KIRP 1.020761121
TCGA-2Z-A9JS-01A KIRP 1.223900621
TCGA-MH-A560-01A KIRP 0.488142596
TCGA-A4-A5XZ-01A KIRP 0.847453168
TCGA-G7-6796-01A KIRP 0.419067349
TCGA-P4-AAVM-01A KIRP 0.539991426
TCGA-F9-A7Q0-01A KIRP 0.7917912
TCGA-2Z-A9JI-01A KIRP 1.463074122
TCGA-2Z-A9JJ-01A KIRP 1.089384788
TCGA-AL-3471-01A KIRP 1.411903849
TCGA-5P-A9JY-01A KIRP 1.147147365
TCGA-BQ-5894-01A KIRP 1.906130458
TCGA-B9-A5W9-01A KIRP 0.90367842
TCGA-F9-A8NY-01A KIRP 1.476604806
TCGA-A4-8311-01A KIRP 0.910144929
TCGA-MH-A854-01A KIRP 0.812464839
TCGA-SX-A7SQ-01A KIRP 1.121734035
TCGA-5P-A9K4-01A KIRP 1.174925622
TCGA-UZ-A9PK-01A KIRP 0.866608073
TCGA-BQ-7050-01A KIRP 0.463845183
TCGA-Y8-A897-01A KIRP 0.850388707
TCGA-G7-6795-01A KIRP 0.768118205
TCGA-A4-A48D-01A KIRP 0.276384916
TCGA-SX-A7SU-01A KIRP 0.570191526
TCGA-G7-A8LD-01A KIRP 2.595936535
TCGA-F9-A4JJ-01A KIRP 1.680951962
TCGA-BQ-7048-01A KIRP 0.360999424
TCGA-A4-8518-01A KIRP 0.556321847
TCGA-A4-7732-01A KIRP 1.140310546
TCGA-A4-A772-01A KIRP 0.957302333
TCGA-UZ-A9Q1-01A KIRP 0.610330035
TCGA-A4-8098-01A KIRP 1.209882939
TCGA-GL-A9DD-01A KIRP 0.731692734
TCGA-HE-A5NF-01A KIRP 1.090806396
TCGA-AL-3473-01A KIRP 0.476684392
TCGA-IZ-8196-01A KIRP 1.074490918
TCGA-2Z-A9JR-01A KIRP 0.941880932
TCGA-B3-3925-01A KIRP 1.241064369
TCGA-2Z-A9JP-01A KIRP 0.624347375
TCGA-2Z-A9J1-01A KIRP 0.60115675
TCGA-2Z-A9J5-01A KIRP 0.543961549
TCGA-A4-7583-01A KIRP 1.097145229
TCGA-B3-4104-01A KIRP 1.767463659
TCGA-5P-A9JZ-01A KIRP 0.85306148
TCGA-BQ-5876-01A KIRP 1.921057921
TCGA-Y8-A894-01A KIRP 1.105934226
TCGA-5P-A9KC-01A KIRP 1.253640007
TCGA-UZ-A9Q0-01A KIRP 0.69699187
TCGA-B1-A657-01A KIRP 1.082591442
TCGA-J7-8537-01A KIRP 1.870896806
TCGA-GL-A59T-01A KIRP 1.227188071
TCGA-A4-8517-01A KIRP 0.954462017
TCGA-UZ-A9PR-01A KIRP 0.946755474
TCGA-AL-3467-01A KIRP 0.933449752
TCGA-2Z-A9JM-01A KIRP 0.915771003
TCGA-IA-A40X-01A KIRP 0.475899261
TCGA-IA-A83T-01A KIRP 0.283833382
TCGA-B1-A656-01A KIRP 0.262741784
TCGA-AL-3468-01A KIRP 0.861281529
TCGA-G7-A8LB-01A KIRP 0.833144389
TCGA-B1-A655-01A KIRP 0.80974512
TCGA-2Z-A9JO-01A KIRP 0.376231706
TCGA-HE-A5NI-01A KIRP 0.80786461
TCGA-BQ-5889-01A KIRP 0.689108954
TCGA-UZ-A9PQ-01A KIRP 0.989203038
TCGA-IZ-8195-01A KIRP 0.758929194
TCGA-UN-AAZ9-01A KIRP 1.039954756
TCGA-B1-A654-01A KIRP 0.70758173
TCGA-4A-A93Y-01A KIRP 0.556326183
TCGA-O9-A75Z-01A KIRP 0.697145563
TCGA-A4-A6HP-01A KIRP 0.74033707
TCGA-G7-6797-01A KIRP 0.822940508
TCGA-MH-A55Z-01A KIRP 0.784343575
TCGA-5P-A9K0-01A KIRP 1.16022323
TCGA-WN-A9G9-01A KIRP 0.619985051
TCGA-B9-A8YI-01A KIRP 0.432076114
TCGA-GL-7773-01A KIRP 0.601194213
TCGA-UZ-A9PJ-01A KIRP 0.709344107
TCGA-A4-7828-01A KIRP 0.75745579
TCGA-B9-A69E-01A KIRP 0.464000149
TCGA-A4-A5Y0-01A KIRP 0.843069024
TCGA-G7-A8LE-01A KIRP 0.801243092
TCGA-BQ-5886-01A KIRP 0.582999908
TCGA-A4-7997-01A KIRP 1.196896711
TCGA-Y8-A8S0-01A KIRP 0.828723071
TCGA-AB-2949-03B LAML 2.761189318
TCGA-AB-2943-03A LAML 2.940762673
TCGA-AB-2851-03A LAML 1.942439923
TCGA-AB-2822-03A LAML 3.149995396
TCGA-AB-2939-03A LAML 3.007284492
TCGA-AB-2931-03A LAML 2.855506875
TCGA-AB-2921-03A LAML 2.661542574
TCGA-AB-2937-03A LAML 2.203380511
TCGA-AB-2917-03A LAML 4.168353017
TCGA-AB-2849-03A LAML 4.230087275
TCGA-AB-2990-03B LAML 3.44507477
TCGA-AB-3007-03A LAML 2.753449017
TCGA-AB-2948-03A LAML 3.212227536
TCGA-AB-2971-03A LAML 3.074911469
TCGA-AB-2955-03A LAML 3.40874041
TCGA-AB-2892-03A LAML 3.567808023
TCGA-AB-2898-03A LAML 3.437004852
TCGA-AB-2857-03A LAML 3.23061263
TCGA-AB-2995-03A LAML 3.167107389
TCGA-AB-2928-03A LAML 3.353909874
TCGA-AB-2913-03A LAML 3.637780953
TCGA-AB-2866-03A LAML 2.945985111
TCGA-AB-2927-03A LAML 2.358833946
TCGA-AB-2870-03A LAML 3.863129179
TCGA-AB-2956-03A LAML 3.810195235
TCGA-AB-3002-03A LAML 3.169671813
TCGA-AB-2834-03A LAML 4.3328115
TCGA-AB-2875-03A LAML 3.55437155
TCGA-AB-2901-03A LAML 4.115646865
TCGA-AB-2858-03A LAML 3.030138582
TCGA-AB-2853-03A LAML 3.472241118
TCGA-AB-2846-03A LAML 3.346819735
TCGA-AB-2994-03A LAML 2.929986806
TCGA-AB-2977-03B LAML 0.86791638
TCGA-AB-2991-03A LAML 2.636475914
TCGA-AB-2886-03A LAML 3.288799438
TCGA-AB-2806-03A LAML 3.23032367
TCGA-AB-2873-03A LAML 2.87727363
TCGA-AB-2885-03A LAML 3.122981346
TCGA-AB-2876-03A LAML 3.386419382
TCGA-AB-2999-03B LAML 2.233201197
TCGA-AB-2982-03B LAML 2.657553115
TCGA-AB-2815-03A LAML 3.978728068
TCGA-AB-2810-03A LAML 3.046057485
TCGA-AB-2941-03A LAML 2.164624177
TCGA-AB-2896-03B LAML 3.675038641
TCGA-AB-3009-03A LAML 2.429945266
TCGA-AB-2859-03A LAML 2.611153012
TCGA-AB-2934-03A LAML 2.221321794
TCGA-AB-2919-03A LAML 3.777482507
TCGA-AB-3000-03A LAML 3.608189169
TCGA-AB-2973-03A LAML 2.491311099
TCGA-AB-2924-03A LAML 2.903660787
TCGA-AB-2915-03A LAML 2.710202098
TCGA-AB-2952-03B LAML 2.421299667
TCGA-AB-2938-03A LAML 3.294251161
TCGA-AB-2935-03A LAML 2.670305099
TCGA-AB-2823-03A LAML 3.399490522
TCGA-AB-2814-03A LAML 2.385209202
TCGA-AB-2899-03A LAML 3.405882882
TCGA-AB-3001-03A LAML 2.507931605
TCGA-AB-2813-03A LAML 2.631881665
TCGA-AB-2942-03A LAML 3.064474539
TCGA-AB-2930-03A LAML 3.630968903
TCGA-AB-2811-03B LAML 0.829267301
TCGA-AB-2842-03A LAML 3.735337386
TCGA-AB-2911-03A LAML 2.927110577
TCGA-AB-2825-03A LAML 3.147448445
TCGA-AB-2920-03B LAML 1.798574707
TCGA-AB-2998-03A LAML 4.00902302
TCGA-AB-2916-03A LAML 2.205299203
TCGA-AB-2839-03A LAML 3.441976128
TCGA-AB-2965-03A LAML 3.914735356
TCGA-AB-2944-03A LAML 2.643542906
TCGA-AB-2861-03A LAML 3.241538372
TCGA-AB-2843-03A LAML 3.728782718
TCGA-AB-2933-03A LAML 3.833920291
TCGA-AB-2894-03A LAML 3.894995159
TCGA-AB-2888-03B LAML 2.019491795
TCGA-AB-2900-03A LAML 3.463181738
TCGA-AB-2966-03A LAML 3.115913938
TCGA-AB-2963-03A LAML 4.04650832
TCGA-AB-2975-03A LAML 3.075580162
TCGA-AB-2881-03A LAML 3.280683618
TCGA-AB-2950-03A LAML 3.769673965
TCGA-AB-2821-03A LAML 3.238139369
TCGA-AB-2912-03A LAML 4.604371141
TCGA-AB-2890-03A LAML 2.344309641
TCGA-AB-2812-03A LAML 3.76577831
TCGA-AB-2817-03A LAML 2.795856832
TCGA-AB-2970-03A LAML 3.760297032
TCGA-AB-2984-03A LAML 1.436923016
TCGA-AB-2946-03A LAML 3.41809122
TCGA-AB-2828-03A LAML 3.619384437
TCGA-AB-2845-03B LAML 3.37714786
TCGA-AB-2883-03A LAML 3.1223725
TCGA-AB-2959-03A LAML 3.774954818
TCGA-AB-2893-03A LAML 3.335228598
TCGA-AB-2863-03A LAML 4.113050463
TCGA-AB-2871-03A LAML 3.015516283
TCGA-AB-2979-03B LAML 2.613047007
TCGA-AB-2987-03A LAML 1.420790891
TCGA-AB-2891-03A LAML 3.928494345
TCGA-AB-2820-03A LAML 2.135102401
TCGA-AB-2897-03A LAML 2.295963376
TCGA-AB-2884-03A LAML 2.742152978
TCGA-AB-2882-03A LAML 2.963801321
TCGA-AB-2981-03B LAML 1.994219183
TCGA-AB-2877-03A LAML 3.677281024
TCGA-AB-2918-03A LAML 3.889119598
TCGA-AB-2889-03A LAML 3.381071187
TCGA-AB-2808-03A LAML 3.782616517
TCGA-AB-2983-03A LAML 3.456182732
TCGA-AB-2830-03A LAML 3.545461935
TCGA-AB-2929-03A LAML 2.767864889
TCGA-AB-2836-03A LAML 3.048719824
TCGA-AB-2910-03A LAML 3.676770912
TCGA-AB-2856-03A LAML 2.566010436
TCGA-AB-2844-03A LAML 3.609341096
TCGA-AB-2908-03A LAML 2.054393238
TCGA-AB-2940-03A LAML 3.805551602
TCGA-AB-2869-03A LAML 3.629841497
TCGA-AB-2996-03A LAML 3.628314786
TCGA-AB-2867-03A LAML 3.25280825
TCGA-AB-2826-03A LAML 3.665183895
TCGA-AB-2872-03A LAML 3.176981241
TCGA-AB-2840-03A LAML 4.177204978
TCGA-AB-3008-03A LAML 3.974502761
TCGA-AB-2992-03A LAML 3.513344724
TCGA-AB-3011-03A LAML 3.669650281
TCGA-AB-2914-03A LAML 4.008241219
TCGA-AB-2818-03A LAML 2.795263119
TCGA-AB-2986-03A LAML 3.040152488
TCGA-AB-2847-03A LAML 3.269680572
TCGA-AB-2805-03A LAML 2.891588231
TCGA-AB-2819-03A LAML 3.802987827
TCGA-AB-2988-03B LAML 3.833971394
TCGA-AB-2841-03B LAML 2.168792187
TCGA-AB-2976-03A LAML 4.269771274
TCGA-AB-2895-03A LAML 2.838000274
TCGA-AB-3012-03A LAML 2.258113583
TCGA-AB-2874-03A LAML 3.785018029
TCGA-AB-2862-03A LAML 2.690779946
TCGA-AB-2980-03A LAML 3.693593655
TCGA-AB-2865-03A LAML 2.632996886
TCGA-AB-2835-03A LAML 3.195927112
TCGA-AB-2878-03A LAML 3.693864288
TCGA-AB-2936-03A LAML 2.717853386
TCGA-AB-2880-03A LAML 3.543960648
TCGA-AB-2932-03A LAML 2.914588178
TCGA-AB-2925-03A LAML 3.206902452
TCGA-S9-A6WQ-01A LGG 0.915389516
TCGA-S9-A7IS-01A LGG 2.138869304
TCGA-DU-8162-01A LGG 1.0850244
TCGA-HT-7858-01A LGG 1.200885777
TCGA-DU-A5TU-01A LGG 0.736651212
TCGA-S9-A6WO-01A LGG 1.080279306
TCGA-TM-A84M-01A LGG 1.435011477
TCGA-HW-A5KL-01A LGG 0.878331142
TCGA-QH-A6CV-01A LGG 1.878391369
TCGA-TM-A7CF-02A LGG 1.251332632
TCGA-DB-A64P-01A LGG 1.225511433
TCGA-HT-7485-01A LGG 1.243616338
TCGA-HT-7687-01A LGG 0.876220908
TCGA-DU-5870-01A LGG 1.003232646
TCGA-E1-5302-01A LGG 1.113260187
TCGA-TQ-A7RR-01A LGG 1.075971919
TCGA-TM-A84T-01A LGG 0.824874307
TCGA-FG-6688-01A LGG 1.665725524
TCGA-TM-A84H-01A LGG 1.191648326
TCGA-DU-7294-01A LGG 1.163386387
TCGA-DH-A66D-01A LGG 0.939988544
TCGA-DU-8161-01A LGG 1.301614567
TCGA-DU-A6S7-01A LGG 1.054724175
TCGA-DU-A7TA-01A LGG 1.495067771
TCGA-DU-A6S8-01A LGG 1.011415612
TCGA-FG-A710-01A LGG 1.011090171
TCGA-CS-4941-01A LGG 1.687662442
TCGA-QH-A6CZ-01A LGG 1.104766124
TCGA-DU-7007-01A LGG 1.203046785
TCGA-HT-7467-01A LGG 1.129800907
TCGA-S9-A6TX-01A LGG 0.946483043
TCGA-FG-A60L-01A LGG 0.723306783
TCGA-DB-A64Q-01A LGG 1.309835765
TCGA-HT-A4DV-01A LGG 0.679329819
TCGA-KT-A7W1-01A LGG 2.37651991
TCGA-TQ-A8XE-02A LGG 1.004527056
TCGA-DH-A7UT-01A LGG 0.940680614
TCGA-HT-8114-01A LGG 1.354869294
TCGA-P5-A5ET-01A LGG 0.916625124
TCGA-P5-A72U-01A LGG 0.975587041
TCGA-HT-8105-01A LGG 0.949293532
TCGA-FG-6691-01A LGG 1.193925561
TCGA-DU-5870-02A LGG 1.12054237
TCGA-HW-8322-01A LGG 1.319534233
TCGA-DB-A75K-01A LGG 0.958147173
TCGA-HT-7681-01A LGG 0.718630233
TCGA-HT-7469-01A LGG 1.968272417
TCGA-S9-A6WD-01A LGG 0.86226822
TCGA-DU-8168-01A LGG 1.870584807
TCGA-TM-A84J-01A LGG 1.388786548
TCGA-TM-A84S-01A LGG 0.912697836
TCGA-TQ-A7RF-01A LGG 1.139024329
TCGA-DU-6392-01A LGG 1.485642217
TCGA-E1-A7YW-01A LGG 1.140280343
TCGA-DU-A7TD-01A LGG 2.340697323
TCGA-HT-7474-01A LGG 0.730139773
TCGA-DU-5855-01A LGG 1.217868673
TCGA-S9-A7QW-01A LGG 0.962947072
TCGA-HT-A619-01A LGG 1.048172841
TCGA-HT-7692-01A LGG 1.126275226
TCGA-DU-6405-01A LGG 2.148568653
TCGA-E1-A7YQ-01A LGG 1.955671832
TCGA-WY-A85A-01A LGG 0.955457751
TCGA-DU-5872-02A LGG 1.247994264
TCGA-DB-A64S-01A LGG 1.048252159
TCGA-CS-4943-01A LGG 2.674965468
TCGA-E1-A7YO-01A LGG 0.954086522
TCGA-TQ-A7RW-01A LGG 1.407984481
TCGA-DB-A4XA-01A LGG 0.813822913
TCGA-DH-A669-01A LGG 2.969072335
TCGA-FG-8182-01A LGG 1.141095645
TCGA-DB-A64R-01A LGG 0.813494569
TCGA-RY-A847-01A LGG 0.664811531
TCGA-HT-7476-01A LGG 0.736260466
TCGA-DU-A7T8-01A LGG 1.026609157
TCGA-DU-6394-01A LGG 1.011401486
TCGA-TM-A84F-01A LGG 0.918878765
TCGA-HW-7493-01A LGG 0.942797598
TCGA-DU-7009-01A LGG 1.122640692
TCGA-DU-5849-01A LGG 1.061571361
TCGA-DU-5871-01A LGG 1.074748597
TCGA-RY-A845-01A LGG 0.878482625
TCGA-HT-7676-01A LGG 0.911456775
TCGA-S9-A6WH-01A LGG 0.790692246
TCGA-DU-6407-02A LGG 1.108432352
TCGA-HT-8104-01A LGG 2.232110602
TCGA-HT-A618-01A LGG 0.998977537
TCGA-WY-A858-01A LGG 1.074613484
TCGA-DU-7010-01A LGG 1.894612301
TCGA-VM-A8CE-01A LGG 0.854638989
TCGA-R8-A73M-01A LGG 0.760657981
TCGA-E1-A7Z4-01A LGG 0.808213845
TCGA-HT-7874-01A LGG 0.796704768
TCGA-DH-A7UU-01A LGG 1.555631517
TCGA-S9-A7IY-01A LGG 0.87855052
TCGA-E1-A7YD-01A LGG 2.529595983
TCGA-S9-A7IQ-01A LGG 0.534430073
TCGA-FG-A4MY-01A LGG 1.230614931
TCGA-HT-7605-01A LGG 0.883885882
TCGA-DU-6406-01A LGG 2.279512677
TCGA-DU-6403-01A LGG 2.265638752
TCGA-HT-7473-01A LGG 1.305006243
TCGA-TQ-A7RG-01A LGG 0.93618021
TCGA-P5-A72X-01A LGG 0.919215206
TCGA-TM-A7CF-01A LGG 0.879883255
TCGA-E1-5307-01A LGG 0.952444227
TCGA-WH-A86K-01A LGG 0.748334681
TCGA-E1-A7YM-01A LGG 2.904290516
TCGA-HW-8319-01A LGG 1.190678074
TCGA-HW-7495-01A LGG 0.949506805
TCGA-DU-A6S2-01A LGG 0.777980325
TCGA-P5-A5EV-01A LGG 0.651606371
TCGA-CS-5397-01A LGG 1.735874395
TCGA-RY-A840-01A LGG 0.905526509
TCGA-CS-6669-01A LGG 0.49593081
TCGA-HT-7694-01A LGG 0.887342425
TCGA-DU-8167-01A LGG 0.971373572
TCGA-FG-8186-01A LGG 0.944947649
TCGA-DB-5270-01A LGG 0.833758131
TCGA-FG-A70Y-01A LGG 0.887178553
TCGA-HW-7487-01A LGG 0.826005624
TCGA-HT-7616-01A LGG 1.674761043
TCGA-QH-A65R-01A LGG 0.829273493
TCGA-HT-7686-01A LGG 1.187036307
TCGA-DU-6542-01A LGG 1.277089696
TCGA-HT-8012-01A LGG 0.74086395
TCGA-DU-6400-01A LGG 0.683742131
TCGA-DH-5141-01A LGG 0.697186121
TCGA-HT-7873-01B LGG 1.235899578
TCGA-HT-7608-01A LGG 1.115419458
TCGA-FG-8188-01A LGG 1.108395352
TCGA-HT-7606-01A LGG 1.865539075
TCGA-DU-6397-02A LGG 1.426118569
TCGA-P5-A5F4-01A LGG 0.832998843
TCGA-DU-7292-01A LGG 1.220548569
TCGA-QH-A6X8-01A LGG 1.168696687
TCGA-S9-A6WG-01A LGG 1.652830398
TCGA-E1-A7YE-01A LGG 1.587942518
TCGA-S9-A6U5-01A LGG 0.775009593
TCGA-W9-A837-01A LGG 0.661478758
TCGA-F6-A8O4-01A LGG 0.989217053
TCGA-FG-A60J-01A LGG 0.931898911
TCGA-HT-7471-01A LGG 1.940387002
TCGA-CS-5396-01A LGG 0.84255607
TCGA-FG-A713-01A LGG 0.630336775
TCGA-DH-A669-02A LGG 2.130592067
TCGA-WY-A85B-01A LGG 1.249680439
TCGA-HT-7691-01A LGG 0.646149999
TCGA-DU-6410-01A LGG 1.693237759
TCGA-TQ-A7RV-01A LGG 1.110117665
TCGA-HT-7604-01A LGG 1.705815103
TCGA-HW-A5KJ-01A LGG 0.834033124
TCGA-S9-A7QX-01A LGG 1.016390839
TCGA-DU-8158-01A LGG 2.014520827
TCGA-HT-7688-01A LGG 0.893330748
TCGA-TM-A7C3-01A LGG 1.612738017
TCGA-HT-7472-01A LGG 1.201297486
TCGA-S9-A7R2-01A LGG 1.043570633
TCGA-VM-A8C8-01A LGG 0.875969527
TCGA-QH-A6CY-01A LGG 0.676185034
TCGA-E1-A7YJ-01A LGG 1.898846464
TCGA-HT-8558-01A LGG 0.724908147
TCGA-R8-A6MO-01A LGG 0.824894915
TCGA-CS-5394-01A LGG 1.434957829
TCGA-P5-A780-01A LGG 1.190451362
TCGA-R8-A6MK-01A LGG 0.976861757
TCGA-HT-A5R5-01A LGG 0.894537201
TCGA-HT-A74L-01A LGG 1.064189095
TCGA-FN-7833-01A LGG 1.523659758
TCGA-DB-A64W-01A LGG 2.012659273
TCGA-DU-7018-01A LGG 1.249410549
TCGA-FG-8181-01A LGG 0.373276487
TCGA-QH-A6CS-01A LGG 1.012197454
TCGA-VM-A8CH-01A LGG 1.060018821
TCGA-TQ-A8XE-01A LGG 0.970011227
TCGA-FG-5965-02B LGG 0.835107251
TCGA-DU-6404-02B LGG 2.884190123
TCGA-DB-A4XB-01A LGG 1.246885247
TCGA-HT-7620-01A LGG 1.181919097
TCGA-TM-A7C5-01A LGG 1.112752421
TCGA-HT-A615-01A LGG 1.06098558
TCGA-DB-5274-01A LGG 1.041731301
TCGA-WY-A85E-01A LGG 1.000424082
TCGA-FG-A87N-01A LGG 1.771792318
TCGA-TM-A84G-01A LGG 0.714695009
TCGA-DU-6397-01A LGG 1.197368111
TCGA-DH-A7UV-01A LGG 1.060544717
TCGA-HT-7857-01A LGG 0.984441087
TCGA-S9-A6TU-01A LGG 0.845586914
TCGA-FG-A6IZ-01A LGG 0.615006429
TCGA-E1-5303-01A LGG 1.270535542
TCGA-DU-7302-01A LGG 1.105431729
TCGA-HW-7491-01A LGG 1.22343476
TCGA-RY-A83X-01A LGG 0.958400669
TCGA-FG-5965-01B LGG 1.100659152
TCGA-FG-5962-01B LGG 1.130854454
TCGA-DU-A5TY-01A LGG 1.448993491
TCGA-HW-7486-01A LGG 1.028471666
TCGA-HT-7693-01A LGG 1.17277956
TCGA-DB-A75M-01A LGG 0.929847717
TCGA-DU-7301-01A LGG 1.279958579
TCGA-KT-A74X-01A LGG 1.089931819
TCGA-P5-A5EZ-01A LGG 1.220115274
TCGA-VM-A8CB-01A LGG 0.714371946
TCGA-CS-5393-01A LGG 1.158270765
TCGA-DB-A4XF-01A LGG 1.322048898
TCGA-HT-A61B-01A LGG 1.771804299
TCGA-DB-A64O-01A LGG 1.387493765
TCGA-S9-A6WI-01A LGG 0.651184448
TCGA-S9-A7QZ-01A LGG 0.957542622
TCGA-VM-A8CD-01A LGG 1.009143031
TCGA-HT-7610-01A LGG 0.882194514
TCGA-CS-6290-01A LGG 1.012666903
TCGA-P5-A5F1-01A LGG 1.226338462
TCGA-P5-A5EU-01A LGG 1.976277084
TCGA-DU-7011-01A LGG 0.82664863
TCGA-DU-A7T6-01A LGG 1.368208759
TCGA-TM-A7CA-01A LGG 0.974487689
TCGA-HT-A5R7-01A LGG 0.78959034
TCGA-DU-6395-01A LGG 0.898429615
TCGA-HT-A74O-01A LGG 1.204728167
TCGA-FG-7637-01A LGG 1.256774079
TCGA-CS-5395-01A LGG 2.067831
TCGA-DU-7008-01A LGG 1.267429396
TCGA-TQ-A7RV-02A LGG 1.100084372
TCGA-DU-5847-01A LGG 2.400166158
TCGA-S9-A7R4-01A LGG 0.817577358
TCGA-CS-4942-01A LGG 1.177381499
TCGA-HT-7677-01A LGG 0.905835076
TCGA-E1-5304-01A LGG 2.684271253
TCGA-TQ-A7RN-01A LGG 0.990759986
TCGA-S9-A6WL-01A LGG 1.315208972
TCGA-QH-A6CW-01A LGG 1.221725708
TCGA-FG-A87Q-01A LGG 1.174476832
TCGA-WY-A85C-01A LGG 1.100747249
TCGA-QH-A6X3-01A LGG 1.153112038
TCGA-S9-A6TV-01A LGG 1.087540342
TCGA-TM-A84C-01A LGG 1.048863089
TCGA-S9-A6WN-01A LGG 1.425017022
TCGA-FG-A4MX-01A LGG 0.954680768
TCGA-DB-A64U-01A LGG 1.057042195
TCGA-DU-7014-01A LGG 1.019533181
TCGA-HT-7690-01A LGG 1.164465676
TCGA-QH-A6X5-01A LGG 0.743321621
TCGA-QH-A86X-01A LGG 0.936079729
TCGA-FG-A4MT-01A LGG 1.06364095
TCGA-DU-7015-01A LGG 1.478320839
TCGA-TQ-A7RH-01A LGG 1.027580525
TCGA-HT-A61A-01A LGG 0.675998162
TCGA-E1-5318-01A LGG 0.819479466
TCGA-HT-7602-01A LGG 0.969683836
TCGA-FG-A6J3-01A LGG 1.166354068
TCGA-HW-7489-01A LGG 0.664431574
TCGA-HT-8018-01A LGG 0.795762494
TCGA-DB-5281-01A LGG 1.109460072
TCGA-DB-A64L-01A LGG 0.553569603
TCGA-S9-A6WP-01A LGG 1.064073547
TCGA-E1-A7YU-01A LGG 0.895344308
TCGA-DU-A5TW-01A LGG 1.212657726
TCGA-S9-A6U8-01A LGG 0.990716526
TCGA-DU-8164-01A LGG 1.040757136
TCGA-DU-8165-01A LGG 3.161235312
TCGA-P5-A5F6-01A LGG 0.443819203
TCGA-HT-7875-01A LGG 0.821943022
TCGA-E1-A7Z6-01A LGG 1.582543561
TCGA-HT-7882-01A LGG 0.885865446
TCGA-S9-A89Z-01A LGG 1.342116514
TCGA-DU-7300-01A LGG 0.842019543
TCGA-S9-A7J1-01A LGG 0.998326691
TCGA-S9-A7R8-01A LGG 1.254887837
TCGA-DB-A4XE-01A LGG 1.582658121
TCGA-FG-A6J1-01A LGG 0.729987589
TCGA-DB-A64V-01A LGG 0.866064804
TCGA-DU-A6S3-01A LGG 0.825928767
TCGA-DU-A7TB-01A LGG 1.07904987
TCGA-DU-6408-01A LGG 0.959930286
TCGA-TQ-A7RK-01A LGG 1.819395209
TCGA-S9-A7J3-01A LGG 0.799126387
TCGA-S9-A6TZ-01A LGG 2.091882389
TCGA-HT-7689-01A LGG 1.161772938
TCGA-HT-A74H-01A LGG 0.754835095
TCGA-S9-A6U1-01A LGG 1.501787863
TCGA-TQ-A7RQ-01A LGG 0.880312119
TCGA-E1-5305-01A LGG 1.175057805
TCGA-VM-A8C9-01A LGG 0.451601127
TCGA-RY-A83Y-01A LGG 0.67858691
TCGA-FG-8187-01A LGG 0.9509371
TCGA-DB-A64X-01A LGG 0.627240169
TCGA-DB-A4XD-01A LGG 1.033694936
TCGA-HT-7611-01A LGG 0.986230381
TCGA-TM-A84L-01A LGG 1.03560817
TCGA-S9-A7R7-01A LGG 1.101272391
TCGA-DU-6401-01A LGG 0.614273362
TCGA-QH-A6X9-01A LGG 1.130008085
TCGA-DB-A4XC-01A LGG 1.244089917
TCGA-F6-A8O3-01A LGG 0.965288176
TCGA-DB-5278-01A LGG 0.827910156
TCGA-HT-8563-01A LGG 1.248196248
TCGA-FG-8185-01A LGG 0.991045283
TCGA-E1-A7YH-01A LGG 1.088088631
TCGA-HW-A5KM-01A LGG 1.182214804
TCGA-E1-A7YV-01A LGG 2.340754734
TCGA-HT-A4DS-01A LGG 0.991081408
TCGA-HT-7483-01A LGG 1.160581673
TCGA-HT-7884-01B LGG 1.308606832
TCGA-CS-6667-01A LGG 0.956366395
TCGA-DH-5143-01A LGG 0.843722112
TCGA-DB-A75O-01A LGG 1.335827366
TCGA-DU-5854-01A LGG 1.725255853
TCGA-P5-A72Z-01A LGG 0.901959155
TCGA-HW-A5KK-01A LGG 1.151062973
TCGA-TQ-A7RI-01A LGG 0.884763979
TCGA-QH-A870-01A LGG 1.348466409
TCGA-RY-A843-01A LGG 1.026575159
TCGA-HT-7475-01A LGG 1.177653742
TCGA-DU-A7TJ-01A LGG 2.123054637
TCGA-HW-7490-01A LGG 0.97162393
TCGA-E1-5311-01A LGG 1.181406702
TCGA-DU-7299-01A LGG 0.947219552
TCGA-E1-A7YS-01A LGG 1.633008558
TCGA-S9-A7J2-01A LGG 1.033943207
TCGA-E1-A7YI-01A LGG 2.070840632
TCGA-DU-A76K-01A LGG 1.430849308
TCGA-CS-5390-01A LGG 1.276367263
TCGA-HT-8019-01A LGG 0.435086664
TCGA-HT-7468-01A LGG 1.093970299
TCGA-DH-5140-01A LGG 1.86439087
TCGA-VW-A7QS-01A LGG 1.331307722
TCGA-S9-A6U9-01A LGG 0.911829949
TCGA-FG-7634-01A LGG 1.675775551
TCGA-P5-A77X-01A LGG 0.980731088
TCGA-HT-8010-01A LGG 0.688915678
TCGA-S9-A6U2-01A LGG 0.701520419
TCGA-HT-8113-01A LGG 0.621099317
TCGA-S9-A6TS-01A LGG 0.973346968
TCGA-S9-A7R3-01A LGG 1.280096676
TCGA-E1-A7Z2-01A LGG 1.68220961
TCGA-DU-7309-01A LGG 0.701735339
TCGA-HW-8320-01A LGG 1.078083391
TCGA-CS-6668-01A LGG 0.856111513
TCGA-S9-A6U6-01A LGG 1.003425518
TCGA-FG-5965-02A LGG 1.433340226
TCGA-DU-6393-01A LGG 1.444332696
TCGA-HT-A74J-01A LGG 1.086044284
TCGA-E1-A7YL-01A LGG 2.165220366
TCGA-QH-A6XC-01A LGG 1.250137331
TCGA-HT-7609-01A LGG 0.905546415
TCGA-QH-A65X-01A LGG 0.850733133
TCGA-P5-A731-01A LGG 0.864641775
TCGA-HT-7695-01A LGG 0.917117438
TCGA-FG-A4MW-01A LGG 1.674875628
TCGA-E1-A7Z3-01A LGG 0.937577165
TCGA-P5-A5F0-01A LGG 1.044416854
TCGA-DH-A66F-01A LGG 0.873404021
TCGA-HT-8110-01A LGG 1.836611935
TCGA-VW-A8FI-01A LGG 1.333871311
TCGA-S9-A7R1-01A LGG 0.698641193
TCGA-DU-7019-01A LGG 0.940740553
TCGA-QH-A65V-01A LGG 0.751237207
TCGA-DB-5280-01A LGG 1.04085996
TCGA-FG-A60K-01A LGG 0.849347969
TCGA-HT-7479-01A LGG 1.023853219
TCGA-P5-A737-01A LGG 0.726903447
TCGA-IK-7675-01A LGG 1.017104231
TCGA-S9-A6WE-01A LGG 0.565618481
TCGA-QH-A6CU-01A LGG 0.705277708
TCGA-P5-A781-01A LGG 0.908871081
TCGA-FG-A711-01A LGG 0.998101699
TCGA-HT-8108-01A LGG 1.151905327
TCGA-DU-A7TG-01A LGG 0.59523778
TCGA-FG-A4MU-01B LGG 2.27663431
TCGA-TM-A84Q-01A LGG 1.027305963
TCGA-DU-6407-01A LGG 1.125833493
TCGA-DU-7013-01A LGG 2.645477176
TCGA-HT-8109-01A LGG 0.92800668
TCGA-DU-6407-02B LGG 2.829548659
TCGA-E1-A7YY-01A LGG 0.660197513
TCGA-DU-A6S6-01A LGG 0.601820333
TCGA-HT-8013-01A LGG 1.399919271
TCGA-CS-6670-01A LGG 0.744220928
TCGA-E1-5319-01A LGG 0.958834625
TCGA-TQ-A7RK-02B LGG 2.086034653
TCGA-TQ-A7RM-01A LGG 2.712496054
TCGA-HT-7680-01A LGG 1.746043376
TCGA-HT-7902-01A LGG 1.324578006
TCGA-TQ-A7RO-01A LGG 0.789798758
TCGA-DU-A7TI-01A LGG 1.096596027
TCGA-HT-7607-01A LGG 0.817326276
TCGA-P5-A5EW-01A LGG 1.04942722
TCGA-CS-4944-01A LGG 1.417724435
TCGA-TM-A7C4-01A LGG 0.782174634
TCGA-DU-A5TS-01A LGG 1.157996815
TCGA-QH-A6X4-01A LGG 1.185913797
TCGA-P5-A5F2-01A LGG 1.787230575
TCGA-DU-7006-01A LGG 2.122469273
TCGA-HT-A617-01A LGG 1.339186672
TCGA-P5-A72W-01A LGG 0.549262266
TCGA-FG-7643-01A LGG 0.787630821
TCGA-DU-5874-01A LGG 1.124828304
TCGA-S9-A7QY-01A LGG 0.920264491
TCGA-DB-A4XH-01A LGG 0.711991006
TCGA-VV-A86M-01A LGG 1.116093277
TCGA-HW-8321-01A LGG 0.869443182
TCGA-DB-A75L-01A LGG 0.718712683
TCGA-R8-A6YH-01A LGG 1.135529238
TCGA-HT-8564-01A LGG 1.227725861
TCGA-DU-6404-02A LGG 0.576399978
TCGA-DU-A5TP-01A LGG 0.925675243
TCGA-CS-6666-01A LGG 1.257838959
TCGA-DU-7012-01A LGG 2.150988478
TCGA-HT-A5R9-01A LGG 1.707657891
TCGA-E1-A7YK-01A LGG 1.183163245
TCGA-HT-7856-01A LGG 0.929846374
TCGA-VM-A8CF-01A LGG 0.756844501
TCGA-HT-8111-01A LGG 1.213283093
TCGA-HT-7881-01A LGG 1.00289218
TCGA-DU-7304-01A LGG 1.087711767
TCGA-DU-5853-01A LGG 1.021674127
TCGA-CS-4938-01B LGG 1.075410364
TCGA-VM-A8CA-01A LGG 0.72728881
TCGA-S9-A6U0-01A LGG 1.609950959
TCGA-DU-6402-01A LGG 1.760559493
TCGA-DH-A7US-01A LGG 0.975801285
TCGA-TM-A84R-01A LGG 0.64050874
TCGA-HT-7860-01A LGG 1.549882208
TCGA-P5-A730-01A LGG 1.160848879
TCGA-DU-A5TT-01A LGG 1.443432546
TCGA-R8-A6ML-01A LGG 0.711114952
TCGA-P5-A735-01A LGG 0.98619384
TCGA-DU-6404-01A LGG 1.310266549
TCGA-HT-7854-01A LGG 1.09342166
TCGA-TM-A84I-01A LGG 1.889955602
TCGA-HT-7481-01A LGG 1.472747112
TCGA-P5-A733-01A LGG 0.706738039
TCGA-DU-A7TC-01A LGG 0.794054344
TCGA-DU-8166-01A LGG 0.978043575
TCGA-E1-5322-01A LGG 1.09406616
TCGA-DU-A76R-01A LGG 1.633162173
TCGA-DB-5277-01A LGG 1.556213751
TCGA-HT-7877-01A LGG 0.99457133
TCGA-HT-7684-01A LGG 0.774124734
TCGA-S9-A6UB-01A LGG 1.187659003
TCGA-S9-A6TY-01A LGG 1.13265838
TCGA-HT-8107-01A LGG 0.651751625
TCGA-HT-7470-01A LGG 0.853295562
TCGA-HT-7601-01A LGG 1.231170162
TCGA-FG-5964-01A LGG 0.953500233
TCGA-DU-A76O-01A LGG 0.855941782
TCGA-P5-A5EY-01A LGG 0.729118882
TCGA-DU-7298-01A LGG 1.834628272
TCGA-WY-A85D-01A LGG 0.867087341
TCGA-EZ-7264-01A LGG 0.922722017
TCGA-DB-A75P-01A LGG 0.6659818
TCGA-QH-A65Z-01A LGG 0.610707238
TCGA-QH-A6XA-01A LGG 0.957095965
TCGA-DH-A66B-01A LGG 1.160460203
TCGA-S9-A7IX-01A LGG 1.499284547
TCGA-DB-5279-01A LGG 1.397612108
TCGA-HT-A5RB-01A LGG 0.999103092
TCGA-FG-7641-01B LGG 0.986548673
TCGA-DB-A4X9-01A LGG 0.921797989
TCGA-FG-7638-01B LGG 0.873181893
TCGA-DU-6399-01A LGG 1.291995505
TCGA-DU-8163-01A LGG 1.318241453
TCGA-P5-A77W-01A LGG 1.00668428
TCGA-S9-A6WM-01A LGG 1.946230223
TCGA-DU-A76L-01A LGG 1.721576185
TCGA-HT-A614-01A LGG 0.958929607
TCGA-CS-6186-01A LGG 1.350387628
TCGA-QH-A65S-01A LGG 0.843390742
TCGA-HT-7478-01A LGG 0.852125248
TCGA-HT-A61C-01A LGG 2.29335986
TCGA-HT-A5RA-01A LGG 1.950453893
TCGA-TQ-A7RK-02A LGG 1.923951229
TCGA-DU-7290-01A LGG 2.006261003
TCGA-WY-A859-01A LGG 0.87774756
TCGA-HT-7482-01A LGG 1.269407084
TCGA-HT-8015-01B LGG 0.808166573
TCGA-P5-A736-01A LGG 0.935518265
TCGA-DB-5275-01A LGG 1.286297952
TCGA-P5-A5EX-01A LGG 0.946993136
TCGA-S9-A7IZ-01A LGG 1.160228943
TCGA-DU-7306-01A LGG 0.953801094
TCGA-RY-A83Z-01A LGG 1.271420362
TCGA-DB-A4XG-01A LGG 1.009370577
TCGA-S9-A89V-01A LGG 1.259105444
TCGA-TM-A84O-01A LGG 0.977696144
TCGA-TM-A84B-01A LGG 1.36326969
TCGA-DU-7304-02A LGG 1.267336795
TCGA-TQ-A7RS-01A LGG 0.902364789
TCGA-DU-6396-01A LGG 0.931866458
TCGA-DU-5852-01A LGG 1.726052149
TCGA-FG-A4MT-02A LGG 0.8093381
TCGA-HT-8011-01A LGG 2.706706141
TCGA-DH-5144-01A LGG 0.729617739
TCGA-HT-7855-01A LGG 1.238939261
TCGA-FG-6690-01A LGG 0.942978936
TCGA-HT-7879-01A LGG 0.968259401
TCGA-FG-8191-01A LGG 1.137931829
TCGA-HT-7603-01A LGG 0.638062509
TCGA-DH-5142-01A LGG 1.199395067
TCGA-QH-A6CX-01A LGG 1.116387795
TCGA-FG-8189-01B LGG 0.406267629
TCGA-E1-A7YN-01A LGG 1.663936665
TCGA-CS-6188-01A LGG 2.453825974
TCGA-HT-A74K-01A LGG 0.746256999
TCGA-FG-7636-01A LGG 0.775544636
TCGA-DU-5872-01A LGG 1.124968793
TCGA-HT-7480-01A LGG 1.036319865
TCGA-FG-A70Z-01A LGG 1.449926811
TCGA-IK-8125-01A LGG 1.010342471
TCGA-FG-5963-01A LGG 1.487056984
TCGA-TQ-A7RP-01A LGG 0.80157765
TCGA-HT-7880-01A LGG 0.826413009
TCGA-DH-A7UR-01A LGG 1.512862626
TCGA-S9-A6UA-01A LGG 1.482460367
TCGA-S9-A6TW-01A LGG 0.82613966
TCGA-HT-A5RC-01A LGG 1.844688737
TCGA-HT-A616-01A LGG 0.583365163
TCGA-DU-A5TR-01A LGG 0.964111506
TCGA-FG-5963-02A LGG 2.489737115
TCGA-HT-7477-01B LGG 2.503230152
TCGA-FG-6689-01A LGG 0.770741263
TCGA-DB-5273-01A LGG 0.953334352
TCGA-VV-A829-01A LGG 1.173070751
TCGA-DH-A66G-01A LGG 1.218376238
TCGA-FG-6692-01A LGG 1.783785319
TCGA-TQ-A7RJ-01A LGG 0.807528094
TCGA-S9-A7J0-01A LGG 2.908498404
TCGA-DD-A4NG-01A LIHC 0.517239847
TCGA-G3-AAV4-01A LIHC 0.751304889
TCGA-2Y-A9H1-01A LIHC 0.22925486
TCGA-BC-A10Y-01A LIHC 1.6749585
TCGA-K7-AAU7-01A LIHC 1.080717622
TCGA-BC-A10W-01A LIHC 2.163927188
TCGA-DD-AACV-01A LIHC 1.90168797
TCGA-DD-AAD3-01A LIHC 0.527981332
TCGA-DD-A1EI-01A LIHC 1.294393622
TCGA-DD-AAC9-01A LIHC 0.231907561
TCGA-DD-AACT-01A LIHC 0.398953117
TCGA-GJ-A6C0-01A LIHC 1.002545665
TCGA-CC-5258-01A LIHC 0.819038565
TCGA-DD-AADP-01A LIHC 0.598972307
TCGA-DD-AACW-01A LIHC 0.932290551
TCGA-ZS-A9CD-01A LIHC 0.343536253
TCGA-UB-A7MF-01A LIHC 0.7224421
TCGA-WX-AA46-01A LIHC 0.231944285
TCGA-CC-A8HV-01A LIHC 1.054908879
TCGA-DD-AADQ-01A LIHC 0.228018666
TCGA-DD-AADB-01A LIHC 1.339352872
TCGA-DD-A1EA-01A LIHC 1.178255244
TCGA-5R-AA1C-01A LIHC 0.63767961
TCGA-DD-A113-01A LIHC 1.393224657
TCGA-2Y-A9H9-01A LIHC 0.678367342
TCGA-CC-A7IE-01A LIHC 0.926150746
TCGA-XR-A8TD-01A LIHC 2.102882423
TCGA-DD-AAD2-01A LIHC 0.72941735
TCGA-DD-AACY-01A LIHC 0.222371
TCGA-CC-A7IF-01A LIHC 0.633234258
TCGA-DD-AACD-01A LIHC 0.441565664
TCGA-ED-A4XI-01A LIHC 0.280459299
TCGA-CC-A9FW-01A LIHC 0.921954837
TCGA-G3-A5SJ-01A LIHC 1.27643407
TCGA-DD-AAE2-01A LIHC 0.897118363
TCGA-G3-A7M9-01A LIHC 1.777029938
TCGA-EP-A2KC-01A LIHC 1.160870703
TCGA-2Y-A9GS-01A LIHC 1.728847648
TCGA-ED-A7PX-01A LIHC 0.853845432
TCGA-DD-AADC-01A LIHC 2.879185278
TCGA-DD-AAVZ-01A LIHC 0.708050519
TCGA-CC-A3MA-01A LIHC 2.100859315
TCGA-2Y-A9GY-01A LIHC 1.500593587
TCGA-ED-A627-01A LIHC 0.444969551
TCGA-2Y-A9GW-01A LIHC 0.528020723
TCGA-DD-AADO-01A LIHC 0.544092267
TCGA-DD-AADK-01A LIHC 0.591203083
TCGA-DD-A1EH-01A LIHC 0.992687035
TCGA-G3-AAV7-01A LIHC 2.538468006
TCGA-DD-AACA-01A LIHC 2.000096239
TCGA-FV-A3R3-01A LIHC 0.416070612
TCGA-KR-A7K0-01A LIHC 0.433545358
TCGA-DD-AACC-01A LIHC 0.546270587
TCGA-BC-A3KG-01A LIHC 1.51699935
TCGA-G3-AAV2-01A LIHC 0.313791054
TCGA-CC-A7IK-01A LIHC 1.457886544
TCGA-G3-A25S-01A LIHC 0.828695906
TCGA-DD-AADR-01A LIHC 1.006291719
TCGA-UB-A7MD-01A LIHC 0.859208705
TCGA-DD-A4NS-01A LIHC 0.586938018
TCGA-CC-A9FU-01A LIHC 1.291741379
TCGA-DD-AAE3-01A LIHC 0.137350608
TCGA-DD-AACP-01A LIHC 1.758982299
TCGA-2Y-A9H8-01A LIHC 0.789754556
TCGA-FV-A3I1-01A LIHC 0.928595769
TCGA-2Y-A9H7-01A LIHC 0.738528052
TCGA-DD-AAVU-01A LIHC 0.491657436
TCGA-BC-A110-01A LIHC 0.296510114
TCGA-ZP-A9CZ-01A LIHC 1.441935635
TCGA-DD-AAE1-01A LIHC 0.588434409
TCGA-GJ-A3OU-01A LIHC 0.731128986
TCGA-RC-A7SB-01A LIHC 0.72386662
TCGA-DD-AAVS-01A LIHC 0.847232357
TCGA-CC-A8HS-01A LIHC 1.775680774
TCGA-FV-A3I0-01A LIHC 0.452073041
TCGA-2Y-A9GT-01A LIHC 0.700973328
TCGA-2Y-A9HA-01A LIHC 1.107560435
TCGA-FV-A2QQ-01A LIHC 0.370266126
TCGA-DD-AAEH-01A LIHC 0.268169008
TCGA-DD-AADM-01A LIHC 0.608721278
TCGA-G3-A3CK-01A LIHC 0.80506038
TCGA-EP-A26S-01A LIHC 0.712556718
TCGA-DD-A11A-01A LIHC 1.405744051
TCGA-DD-AAE6-01A LIHC 1.000785581
TCGA-XR-A8TE-01A LIHC 0.267149009
TCGA-DD-A73B-01A LIHC 1.499825615
TCGA-EP-A3JL-01A LIHC 0.595633968
TCGA-CC-A3MB-01A LIHC 1.914808259
TCGA-DD-AAD0-01A LIHC 1.815304794
TCGA-MI-A75I-01A LIHC 1.111871373
TCGA-DD-AACZ-01A LIHC 1.079968507
TCGA-CC-A8HU-01A LIHC 1.827316956
TCGA-RC-A6M5-01A LIHC 0.565397634
TCGA-2Y-A9GZ-01A LIHC 0.501388011
TCGA-DD-AACO-01A LIHC 0.905838432
TCGA-LG-A6GG-01A LIHC 0.492776939
TCGA-BC-4073-01B LIHC 1.431389454
TCGA-ED-A7PZ-01A LIHC 0.898421287
TCGA-DD-A4NV-01A LIHC 0.596008753
TCGA-DD-A73G-01A LIHC 0.244287508
TCGA-G3-AAV3-01A LIHC 1.077836044
TCGA-G3-A25U-01A LIHC 1.181763224
TCGA-BC-A5W4-01A LIHC 0.222473483
TCGA-UB-AA0U-01A LIHC 1.618803175
TCGA-EP-A12J-01A LIHC 1.305830404
TCGA-G3-A5SI-01A LIHC 0.96085488
TCGA-DD-AACA-02B LIHC 1.09628706
TCGA-FV-A4ZQ-01A LIHC 1.332321825
TCGA-DD-A4ND-01A LIHC 0.851875752
TCGA-ED-A8O5-01A LIHC 0.616856438
TCGA-UB-A7ME-01A LIHC 0.532884479
TCGA-CC-5264-01A LIHC 2.636570269
TCGA-DD-AADA-01A LIHC 0.204944446
TCGA-2Y-A9HB-01A LIHC 0.363879409
TCGA-DD-AACS-01A LIHC 2.273136125
TCGA-DD-AAE0-01A LIHC 1.181219516
TCGA-G3-A5SK-01A LIHC 0.715195303
TCGA-BC-A69I-01A LIHC 0.464154392
TCGA-BC-A10R-01A LIHC 0.200972418
TCGA-BC-A10X-01A LIHC 0.531953424
TCGA-BC-A10S-01A LIHC 0.262675361
TCGA-DD-AAVX-01A LIHC 0.788814455
TCGA-DD-AAVQ-01A LIHC 0.820103087
TCGA-RC-A7SH-01A LIHC 1.16283451
TCGA-G3-A3CJ-01A LIHC 0.272666273
TCGA-DD-A115-01A LIHC 0.833826654
TCGA-BC-A10Q-01A LIHC 1.03237852
TCGA-DD-A1EE-01A LIHC 1.077242628
TCGA-ZP-A9CY-01A LIHC 0.468781477
TCGA-FV-A23B-01A LIHC 0.838074954
TCGA-HP-A5MZ-01A LIHC 0.371299539
TCGA-DD-AACK-01A LIHC 0.816878086
TCGA-CC-A1HT-01A LIHC 2.093893903
TCGA-DD-A11B-01A LIHC 0.670830832
TCGA-ZP-A9D4-01A LIHC 1.135958002
TCGA-DD-AACA-02A LIHC 1.067928294
TCGA-HP-A5N0-01A LIHC 0.343322944
TCGA-EP-A2KB-01A LIHC 0.806180753
TCGA-DD-A4NN-01A LIHC 0.94528408
TCGA-ES-A2HS-01A LIHC 0.4793265
TCGA-G3-A3CG-01A LIHC 0.412610023
TCGA-DD-AAVR-01A LIHC 0.235276119
TCGA-DD-AAD1-01A LIHC 0.798685645
TCGA-DD-A73D-01A LIHC 0.840820625
TCGA-DD-AAVW-01A LIHC 0.626622063
TCGA-DD-A4NF-01A LIHC 0.39137512
TCGA-DD-AACN-01A LIHC 0.716409668
TCGA-DD-A3A2-01A LIHC 0.362624589
TCGA-K7-A5RF-01A LIHC 0.408339175
TCGA-DD-A116-01A LIHC 0.720612657
TCGA-DD-A4NI-01A LIHC 0.702493455
TCGA-BC-A10T-01A LIHC 0.756486383
TCGA-DD-AADJ-01A LIHC 0.315006768
TCGA-DD-AACE-01A LIHC 0.679083704
TCGA-FV-A3R2-01A LIHC 0.770003402
TCGA-DD-AAE7-01A LIHC 0.320828261
TCGA-DD-AADD-01A LIHC 1.883587475
TCGA-4R-AA8I-01A LIHC 0.971109023
TCGA-FV-A496-01A LIHC 0.55229431
TCGA-DD-A39X-01A LIHC 0.426582986
TCGA-DD-AADS-01A LIHC 0.184219787
TCGA-DD-AAE9-01A LIHC 0.47583023
TCGA-ZS-A9CF-02A LIHC 1.570130885
TCGA-G3-AAUZ-01A LIHC 0.74402193
TCGA-WX-AA47-01A LIHC 0.362627089
TCGA-NI-A4U2-01A LIHC 0.960434542
TCGA-DD-AACI-01A LIHC 0.280769383
TCGA-ZP-A9D1-01A LIHC 0.535808384
TCGA-UB-A7MB-01A LIHC 2.207359425
TCGA-DD-AAVP-01A LIHC 0.988892504
TCGA-DD-A4NR-01A LIHC 1.032475482
TCGA-RG-A7D4-01A LIHC 2.059283256
TCGA-5R-AAAM-01A LIHC 0.507210359
TCGA-DD-A3A4-01A LIHC 0.861760311
TCGA-BC-A217-01A LIHC 1.677378816
TCGA-RC-A6M3-01A LIHC 1.279898196
TCGA-DD-A4NQ-01A LIHC 1.158875216
TCGA-CC-A9FV-01A LIHC 0.517157161
TCGA-UB-A7MC-01A LIHC 2.200834438
TCGA-MR-A8JO-01A LIHC 0.350942019
TCGA-DD-AAEG-01A LIHC 0.51501591
TCGA-DD-A39W-01A LIHC 0.468254206
TCGA-DD-A39Z-01A LIHC 0.540482229
TCGA-BC-A10Z-01A LIHC 1.168451876
TCGA-WQ-AB4B-01A LIHC 0.369616099
TCGA-CC-A123-01A LIHC 0.512020681
TCGA-YA-A8S7-01A LIHC 0.903385158
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TCGA-FC-7961-01A PRAD 1.207598048
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TCGA-HC-A631-01A PRAD 0.83654275
TCGA-EJ-A46H-01A PRAD 0.783283007
TCGA-J4-A83I-01A PRAD 0.567447505
TCGA-V1-A9ZI-01A PRAD 0.459348333
TCGA-KK-A7AY-01A PRAD 0.416199309
TCGA-CH-5768-01A PRAD 0.806660873
TCGA-EJ-5499-01A PRAD 1.065029282
TCGA-ZG-A9L1-01A PRAD 0.65532166
TCGA-V1-A9OH-01A PRAD 0.544455341
TCGA-G9-6365-01A PRAD 0.659126518
TCGA-HC-8265-01A PRAD 0.541614271
TCGA-KK-A8IB-01A PRAD 0.594918326
TCGA-KK-A6E7-01A PRAD 0.945740306
TCGA-CH-5772-01A PRAD 0.469201515
TCGA-YL-A9WX-01A PRAD 0.855565448
TCGA-J4-AATV-01A PRAD 0.598774692
TCGA-G9-7522-01A PRAD 0.531051496
TCGA-J4-A6G3-01A PRAD 1.20029075
TCGA-J4-A83M-01A PRAD 0.477017334
TCGA-CH-5748-01A PRAD 1.009833831
TCGA-XJ-A9DQ-01A PRAD 0.62940764
TCGA-KC-A4BV-01A PRAD 0.552560318
TCGA-HC-A6AO-01A PRAD 0.773036035
TCGA-VP-A875-01A PRAD 0.768314332
TCGA-G9-6329-01A PRAD 0.435238896
TCGA-YJ-A8SW-01A PRAD 1.09227481
TCGA-MG-AAMC-01A PRAD 0.265976465
TCGA-KC-A7F3-01A PRAD 0.829980554
TCGA-EJ-5521-01A PRAD 0.676446552
TCGA-HC-7213-01A PRAD 1.370400507
TCGA-V1-A8MF-01A PRAD 0.533675357
TCGA-VN-A88L-01A PRAD 0.568759513
TCGA-CH-5766-01A PRAD 0.755263388
TCGA-VP-A872-01A PRAD 0.709163473
TCGA-KK-A8IH-01A PRAD 0.773889597
TCGA-J9-A8CN-01A PRAD 0.299845958
TCGA-HC-7079-01A PRAD 1.033734115
TCGA-ZG-A9ND-01A PRAD 0.46374584
TCGA-CH-5739-01A PRAD 0.976308467
TCGA-KK-A8I8-01A PRAD 0.836238562
TCGA-EJ-5517-01A PRAD 0.529150371
TCGA-VN-A88P-01A PRAD 0.32231999
TCGA-EJ-7783-01A PRAD 1.19831952
TCGA-EJ-8474-01A PRAD 0.472569182
TCGA-EJ-5518-01A PRAD 1.266642676
TCGA-G9-6332-01A PRAD 0.390156774
TCGA-HC-A6AS-01A PRAD 0.346446961
TCGA-KK-A8I6-01A PRAD 0.732534613
TCGA-ZG-A9L2-01A PRAD 0.927197823
TCGA-XJ-A9DX-01A PRAD 0.543220559
TCGA-V1-A9OQ-01A PRAD 0.465447172
TCGA-V1-A9OX-01A PRAD 0.59038706
TCGA-KC-A7F5-01A PRAD 0.702626233
TCGA-HI-7171-01A PRAD 0.569361858
TCGA-EJ-8469-01A PRAD 1.659400074
TCGA-KK-A6E4-01A PRAD 0.468600038
TCGA-V1-A8ML-01A PRAD 0.495036596
TCGA-CH-5754-01A PRAD 1.337715685
TCGA-KK-A8IC-01A PRAD 0.811710061
TCGA-G9-7509-01A PRAD 0.610702639
TCGA-EJ-7115-01A PRAD 0.934533166
TCGA-HC-A6AQ-01A PRAD 0.338211374
TCGA-KK-A7AZ-01A PRAD 0.262949962
TCGA-G9-6366-01A PRAD 0.51734086
TCGA-G9-6354-01A PRAD 0.338449272
TCGA-VP-A87K-01A PRAD 0.984803565
TCGA-KK-A8IL-01A PRAD 0.634230025
TCGA-HI-7170-01A PRAD 0.555373443
TCGA-YL-A9WI-01A PRAD 1.078112491
TCGA-G9-6339-01A PRAD 0.319015584
TCGA-V1-A8WW-01A PRAD 0.52520695
TCGA-CH-5789-01A PRAD 0.665615329
TCGA-FC-A4JI-01A PRAD 2.027300012
TCGA-EJ-A65M-01A PRAD 0.739457913
TCGA-EJ-A6RA-01A PRAD 0.561022446
TCGA-EJ-5512-01A PRAD 0.650251149
TCGA-M7-A723-01A PRAD 0.312010307
TCGA-KK-A7AQ-01A PRAD 0.669296521
TCGA-EJ-A6RC-01A PRAD 0.679046224
TCGA-KK-A8IF-01A PRAD 0.588880374
TCGA-VP-A879-01A PRAD 0.600804393
TCGA-HC-A48F-01A PRAD 0.718865586
TCGA-YL-A8SJ-01B PRAD 1.052713261
TCGA-VN-A88Q-01A PRAD 0.57671562
TCGA-KC-A7FE-01A PRAD 0.691988557
TCGA-YL-A8SK-01B PRAD 0.693702376
TCGA-EJ-A46D-01A PRAD 0.814887914
TCGA-YL-A8SL-01B PRAD 1.533238257
TCGA-HC-7747-01A PRAD 0.65079997
TCGA-HC-7231-01A PRAD 0.44777118
TCGA-J4-8200-01A PRAD 0.564451464
TCGA-HC-8260-01A PRAD 0.712106903
TCGA-V1-A9ZR-01A PRAD 0.457981535
TCGA-EJ-A65B-01A PRAD 0.438765658
TCGA-V1-A8MM-01A PRAD 0.590324006
TCGA-CH-5740-01A PRAD 0.419926262
TCGA-G9-7525-01A PRAD 0.717001443
TCGA-FC-A6HD-01A PRAD 0.613888713
TCGA-V1-A9Z9-01A PRAD 0.695353716
TCGA-G9-6361-01A PRAD 0.524271495
TCGA-KK-A6E8-01A PRAD 0.580696434
TCGA-HC-7740-01A PRAD 0.686828707
TCGA-HC-A9TE-01A PRAD 0.974291748
TCGA-AG-A025-01A READ 2.050888143
TCGA-EI-6884-01A READ 2.38395586
TCGA-AG-3582-01A READ 2.547869559
TCGA-DC-6154-01A READ 1.639958253
TCGA-AG-3611-01A READ 1.154554343
TCGA-DY-A1DD-01A READ 1.655766726
TCGA-AG-3609-01A READ 1.58858769
TCGA-AG-A01L-01A READ 1.215861478
TCGA-AG-4022-01A READ 1.590343078
TCGA-AG-A01W-01A READ 2.950250197
TCGA-AG-A02N-01A READ 1.988757262
TCGA-AH-6549-01A READ 2.489031066
TCGA-AH-6903-01A READ 1.891002184
TCGA-AG-3727-01A READ 1.079350051
TCGA-F5-6863-01A READ 1.296484218
TCGA-AG-3887-01A READ 2.04855507
TCGA-AG-A01J-01A READ 1.618967037
TCGA-AF-5654-01A READ 1.648156161
TCGA-DY-A1DE-01A READ 2.466944898
TCGA-AF-3913-01A READ 2.163243105
TCGA-AG-A014-01A READ 2.198120955
TCGA-AG-4015-01A READ 2.139876766
TCGA-G5-6572-01A READ 1.459527231
TCGA-AG-A011-01A READ 1.991942372
TCGA-EI-6511-01A READ 2.626844116
TCGA-AG-4008-01A READ 1.864756432
TCGA-AG-3731-01A READ 2.707540156
TCGA-AG-A032-01A READ 1.96607749
TCGA-AH-6544-01A READ 2.663492696
TCGA-AG-A020-01A READ 2.862384745
TCGA-AG-A026-01A READ 1.323578002
TCGA-DY-A1H8-01A READ 1.682035782
TCGA-AG-3883-01A READ 1.013754253
TCGA-EI-7004-01A READ 1.858747938
TCGA-AF-6136-01A READ 2.259048389
TCGA-DC-4745-01A READ 2.194725456
TCGA-EI-6883-01A READ 2.017926346
TCGA-EI-6917-01A READ 2.817417809
TCGA-F5-6861-01A READ 2.498816998
TCGA-EI-6508-01A READ 2.946900432
TCGA-F5-6465-01A READ 1.712503413
TCGA-AF-6672-01A READ 1.885467211
TCGA-AG-3885-01A READ 1.351442303
TCGA-EI-6509-01A READ 1.359670625
TCGA-DC-5337-01A READ 1.66007645
TCGA-AG-3893-01A READ 1.348234462
TCGA-AG-A02G-01A READ 1.631675742
TCGA-AG-3901-01A READ 1.553217886
TCGA-AG-3726-01A READ 0.911181281
TCGA-AG-3896-01A READ 1.831585439
TCGA-DC-6160-01A READ 3.107249051
TCGA-AG-3581-01A READ 1.079325021
TCGA-G5-6641-01A READ 1.184941497
TCGA-F5-6812-01A READ 1.646153088
TCGA-AG-4001-01A READ 1.891240577
TCGA-AF-2687-01A READ 2.269020985
TCGA-AH-6644-01A READ 1.762873754
TCGA-AG-3586-01A READ 1.781340075
TCGA-AG-3909-01A READ 1.410458839
TCGA-AG-3878-01A READ 1.015257132
TCGA-AG-3592-01A READ 2.539346109
TCGA-F5-6814-01A READ 1.854909246
TCGA-AG-3605-01A READ 1.991338415
TCGA-EI-6513-01A READ 2.779722036
TCGA-DC-6158-01A READ 2.022771974
TCGA-EI-6512-01A READ 2.473992207
TCGA-AG-3601-01A READ 1.969308605
TCGA-CI-6622-01A READ 1.830447203
TCGA-BM-6198-01A READ 1.638726421
TCGA-AG-3881-01A READ 1.228701526
TCGA-DY-A1DC-01A READ 1.911661604
TCGA-AG-3612-01A READ 2.053407363
TCGA-AG-3600-01A READ 2.374234104
TCGA-AG-3599-01A READ 1.691647575
TCGA-AG-3584-01A READ 2.373061315
TCGA-DC-6156-01A READ 1.874940191
TCGA-DT-5265-01A READ 1.812962846
TCGA-AG-3902-01A READ 2.184253647
TCGA-AG-A036-01A READ 2.897570902
TCGA-AG-3593-01A READ 2.519985934
TCGA-AG-A01Y-01A READ 2.819451742
TCGA-AG-3580-01A READ 2.162815671
TCGA-AG-3742-01A READ 2.683577408
TCGA-AG-A002-01A READ 2.276177466
TCGA-DC-6683-01A READ 2.496504573
TCGA-AF-6655-01A READ 2.699304178
TCGA-AG-A023-01A READ 2.151177954
TCGA-AG-3728-01A READ 0.957115412
TCGA-AF-3400-01A READ 1.702168736
TCGA-AF-2691-01A READ 1.165143592
TCGA-CL-5918-01A READ 1.832705186
TCGA-F5-6864-01A READ 1.839359859
TCGA-AF-A56K-01A READ 2.141534386
TCGA-AG-4021-01A READ 2.380690938
TCGA-AG-A01N-01A READ 2.313417134
TCGA-DC-5869-01A READ 2.4507206
TCGA-AG-3608-01A READ 2.290627555
TCGA-DY-A0XA-01A READ 2.566692015
TCGA-AG-3594-01A READ 2.054457258
TCGA-EF-5831-01A READ 1.777096387
TCGA-AG-3725-01A READ 1.624664304
TCGA-EI-6514-01A READ 1.599094801
TCGA-CI-6624-01C READ 1.834826459
TCGA-CI-6620-01A READ 2.936709001
TCGA-CI-6621-01A READ 2.713736601
TCGA-EI-6510-01A READ 2.459968875
TCGA-DY-A1DG-01A READ 2.456524836
TCGA-AG-A02X-01A READ 2.158969788
TCGA-AG-3587-01A READ 1.912780989
TCGA-AG-3894-01A READ 1.582546285
TCGA-AG-3999-01A READ 1.178027473
TCGA-AG-A00H-01A READ 1.92600043
TCGA-AF-A56N-01A READ 2.663013539
TCGA-AG-A00C-01A READ 2.004269051
TCGA-EI-6885-01A READ 1.713358943
TCGA-AG-3732-01A READ 2.33662781
TCGA-AG-4007-01A READ 1.804034756
TCGA-AG-A016-01A READ 2.500472404
TCGA-EI-6882-01A READ 2.513190392
TCGA-AG-3575-01A READ 1.689882061
TCGA-AF-2693-01A READ 2.434101134
TCGA-DC-6157-01A READ 2.381648011
TCGA-AF-4110-01A READ 1.411018359
TCGA-AG-3591-01A READ 1.402371554
TCGA-EI-6881-01A READ 2.483995686
TCGA-AG-A008-01A READ 2.327499109
TCGA-AG-A015-01A READ 2.019611532
TCGA-AG-3892-01A READ 1.504498906
TCGA-G5-6233-01A READ 2.030727273
TCGA-AG-3898-01A READ 2.407628745
TCGA-AG-3578-01A READ 2.253947334
TCGA-DC-6682-01A READ 3.396626336
TCGA-F5-6813-01A READ 2.106160315
TCGA-F5-6702-01A READ 1.236254455
TCGA-CL-5917-01A READ 2.158309166
TCGA-CL-4957-01A READ 2.461187357
TCGA-EI-6507-01A READ 2.562996094
TCGA-DC-4749-01A READ 2.335884738
TCGA-AF-2690-01A READ 1.69621481
TCGA-EF-5830-01A READ 1.302021225
TCGA-AF-3911-01A READ 2.047752321
TCGA-DC-6155-01A READ 1.70508535
TCGA-DC-6681-01A READ 1.945787611
TCGA-AF-A56L-01A READ 2.143341722
TCGA-CI-6623-01B READ 3.245900773
TCGA-AH-6897-01A READ 3.383131243
TCGA-G5-6572-02A READ 0.489922756
TCGA-AG-3574-01A READ 1.241251925
TCGA-G5-6235-01A READ 2.35358945
TCGA-AG-4005-01A READ 1.865207719
TCGA-AG-3583-01A READ 1.511517245
TCGA-AH-6547-01A READ 1.248085881
TCGA-EI-7002-01A READ 2.460923644
TCGA-AG-A00Y-01A READ 2.358371641
TCGA-EI-6506-01A READ 2.105292448
TCGA-AH-6643-01A READ 2.230255338
TCGA-AG-3890-01A READ 1.843061873
TCGA-DY-A1DF-01A READ 1.154507793
TCGA-F5-6571-01A READ 1.660081037
TCGA-AG-3882-01A READ 1.031916709
TCGA-AG-3598-01A READ 1.82025031
TCGA-F5-6811-01A READ 2.22934412
TCGA-F5-6810-01A READ 2.870198776
TCGA-F5-6464-01A READ 1.23222057
TCGA-CI-6619-01B READ 2.815200571
TCGA-AG-3602-01A READ 1.131033081
TCGA-AF-2692-01A READ 2.367858565
TCGA-X6-A8C5-01A SARC 1.216813655
TCGA-DX-A8BG-01A SARC 1.872763216
TCGA-DX-A7ET-01A SARC 1.509350551
TCGA-X9-A973-01A SARC 1.382401721
TCGA-DX-A48N-01A SARC 1.907608652
TCGA-IE-A4EJ-01A SARC 1.600266035
TCGA-DX-A6YQ-01A SARC 2.169449327
TCGA-K1-A3PN-02A SARC 1.795689869
TCGA-QQ-A5VA-01A SARC 1.769058496
TCGA-DX-A240-01A SARC 0.995996272
TCGA-IW-A3M6-01A SARC 1.113254527
TCGA-DX-AB35-01A SARC 1.848608051
TCGA-VT-A80J-01A SARC 2.692727595
TCGA-SG-A849-01A SARC 2.309357998
TCGA-DX-A23U-01A SARC 0.588611151
TCGA-DX-A1L0-01A SARC 1.830253277
TCGA-FX-A3NK-01A SARC 1.015601602
TCGA-X6-A8C7-01A SARC 0.982626186
TCGA-QQ-A5VC-01A SARC 1.563235651
TCGA-QQ-A5VB-01A SARC 1.295588652
TCGA-K1-A42X-01A SARC 1.784707697
TCGA-K1-A3PO-01A SARC 0.597154281
TCGA-SG-A6Z7-01A SARC 0.836339656
TCGA-QQ-A8VG-01A SARC 1.235866837
TCGA-DX-A23Z-01A SARC 1.195431523
TCGA-DX-A6BF-01A SARC 0.928121986
TCGA-DX-A8BV-01A SARC 1.669641544
TCGA-DX-AB32-01A SARC 1.470962004
TCGA-DX-A6YX-01A SARC 2.068906478
TCGA-IE-A4EH-01A SARC 2.194412672
TCGA-DX-A3LS-01A SARC 1.28159648
TCGA-DX-A1KW-01A SARC 1.849988179
TCGA-DX-A1L2-01A SARC 0.89592964
TCGA-DX-A3UE-01A SARC 1.620513168
TCGA-IS-A3K6-01A SARC 1.994291745
TCGA-3B-A9HJ-01A SARC 1.591939156
TCGA-MO-A47P-01A SARC 0.502684359
TCGA-QC-AA9N-01A SARC 2.636801143
TCGA-HB-A43Z-01A SARC 2.797198933
TCGA-DX-A48P-01A SARC 1.511265321
TCGA-DX-A8BS-01A SARC 2.841948561
TCGA-3B-A9HR-01A SARC 2.693582608
TCGA-FX-A2QS-01A SARC 2.689646944
TCGA-HB-A3L4-01A SARC 2.252744547
TCGA-MJ-A68H-01A SARC 1.621897188
TCGA-DX-A2J0-01A SARC 1.604594088
TCGA-PT-A8TR-01A SARC 0.564550991
TCGA-DX-A6Z0-01A SARC 1.674732906
TCGA-DX-A3UF-01A SARC 1.151403244
TCGA-JV-A75J-01A SARC 1.1747704
TCGA-DX-A8BQ-01A SARC 1.38606659
TCGA-IE-A3OV-01A SARC 1.624663168
TCGA-DX-A23T-01A SARC 0.874708445
TCGA-DX-A7EN-01A SARC 2.60834873
TCGA-DX-A2J4-01A SARC 0.546493426
TCGA-DX-AB3B-01A SARC 0.884885732
TCGA-DX-A7ES-01A SARC 1.079684518
TCGA-DX-AB2G-01A SARC 1.146021345
TCGA-DX-AB2Q-01A SARC 2.615374373
TCGA-MB-A5Y9-01A SARC 0.510520744
TCGA-VT-AB3D-01A SARC 1.537877533
TCGA-DX-A8BX-01A SARC 1.129234246
TCGA-QQ-A5V9-01A SARC 0.65249321
TCGA-X9-A971-01A SARC 2.38170239
TCGA-RN-AAAQ-01A SARC 1.296800084
TCGA-DX-A8BL-01A SARC 1.767466458
TCGA-DX-A48O-01A SARC 1.943152527
TCGA-DX-A3LU-01A SARC 1.138739872
TCGA-HB-A2OT-01A SARC 0.948925921
TCGA-DX-A6BA-01A SARC 2.24195019
TCGA-K1-A6RT-01A SARC 1.274306489
TCGA-K1-A6RV-01A SARC 0.606560158
TCGA-DX-A23R-01A SARC 1.551204139
TCGA-PC-A5DP-01A SARC 1.420013881
TCGA-K1-A42X-02A SARC 1.707477995
TCGA-QC-A7B5-01A SARC 1.494795524
TCGA-QQ-A5V2-01A SARC 0.779642004
TCGA-IE-A4EI-01A SARC 1.617287992
TCGA-DX-A8BR-01A SARC 2.396251577
TCGA-3B-A9HI-01A SARC 1.073959783
TCGA-X6-A7WB-01A SARC 2.30118128
TCGA-DX-A6BG-01A SARC 1.114442983
TCGA-IS-A3K8-01A SARC 0.685294195
TCGA-DX-A1L1-01A SARC 1.959481928
TCGA-N1-A6IA-01A SARC 1.721522211
TCGA-DX-AB2H-01A SARC 1.801404625
TCGA-DX-A48U-01A SARC 1.475858945
TCGA-DX-A2IZ-01A SARC 1.894397138
TCGA-SI-A71Q-01A SARC 2.44228252
TCGA-3B-A9I3-01A SARC 1.354180582
TCGA-QQ-A8VB-01A SARC 1.203581423
TCGA-DX-AB2P-01A SARC 1.605425986
TCGA-PC-A5DO-01A SARC 1.244601077
TCGA-HB-A5W3-01A SARC 1.474729974
TCGA-QC-A6FX-01A SARC 1.075172897
TCGA-DX-A6Z2-01A SARC 1.684304247
TCGA-DX-A8BN-01A SARC 2.630970199
TCGA-K1-A3PN-01A SARC 1.847183746
TCGA-DX-A23V-01A SARC 1.278641105
TCGA-DX-A7ER-01A SARC 0.553688645
TCGA-DX-A6YU-01A SARC 2.089672309
TCGA-DX-AB2E-01A SARC 1.587760452
TCGA-HS-A5NA-01A SARC 2.43465864
TCGA-X6-A8C3-01A SARC 3.277305536
TCGA-DX-AB3A-01A SARC 0.774091441
TCGA-3B-A9HY-01A SARC 2.267951317
TCGA-DX-AB36-01A SARC 1.495170791
TCGA-MO-A47R-01A SARC 2.15311406
TCGA-K1-A42W-01A SARC 1.738251504
TCGA-DX-A3LY-01B SARC 1.493870994
TCGA-WP-A9GB-01A SARC 2.101929755
TCGA-DX-A8BM-01A SARC 2.269483175
TCGA-KD-A5QU-01A SARC 1.970958207
TCGA-DX-A3UB-01A SARC 0.422586861
TCGA-KD-A5QS-01A SARC 2.278101818
TCGA-FX-A3TO-01A SARC 2.563311245
TCGA-IF-A4AK-01A SARC 2.16511489
TCGA-UE-A6QT-01A SARC 1.183484314
TCGA-DX-AB2T-01A SARC 1.819546006
TCGA-KD-A5QT-01A SARC 2.380468195
TCGA-3B-A9HZ-01A SARC 1.055277257
TCGA-Z4-A9VC-01A SARC 1.159133482
TCGA-DX-A48L-01A SARC 1.762904781
TCGA-DX-A8BU-01A SARC 1.823100754
TCGA-X6-A7W8-01A SARC 1.59134838
TCGA-WK-A8XT-01A SARC 1.215220561
TCGA-DX-A8BH-01A SARC 2.125350477
TCGA-IW-A3M5-01A SARC 0.934711781
TCGA-3B-A9I0-01A SARC 1.679007797
TCGA-DX-A6YV-01A SARC 2.332890035
TCGA-DX-A6B9-01A SARC 1.27541155
TCGA-DX-A2J1-01A SARC 0.821448466
TCGA-SI-A71P-01A SARC 1.611019132
TCGA-LI-A9QH-01A SARC 3.007519921
TCGA-RN-A68Q-01A SARC 0.942895383
TCGA-KF-A41W-01A SARC 2.030288073
TCGA-IF-A4AJ-01A SARC 1.56927297
TCGA-DX-AB2O-01A SARC 1.880273423
TCGA-QQ-A8VF-01A SARC 2.023344664
TCGA-MJ-A850-01A SARC 0.724918347
TCGA-WK-A8XQ-01A SARC 1.729621627
TCGA-WK-A8XO-01A SARC 1.550734663
TCGA-VT-A80G-01A SARC 1.028459903
TCGA-DX-A3UD-01A SARC 1.557905478
TCGA-DX-AB3C-01A SARC 0.889603408
TCGA-WK-A8XX-01A SARC 1.521991675
TCGA-DX-A8BK-01A SARC 1.794382136
TCGA-DX-A3U6-01A SARC 1.033456371
TCGA-DX-A7EQ-01A SARC 0.541648494
TCGA-DX-A1KY-01A SARC 2.277287452
TCGA-MB-A5Y8-01A SARC 1.207958314
TCGA-Z4-A8JB-01A SARC 0.614551098
TCGA-SI-AA8C-01A SARC 1.126199885
TCGA-X6-A8C2-01A SARC 2.233008335
TCGA-UE-A6QU-01A SARC 2.287457639
TCGA-PC-A5DK-01A SARC 1.521738654
TCGA-DX-A48R-01A SARC 2.150931392
TCGA-SG-A6Z4-01A SARC 2.185782585
TCGA-IE-A4EK-01A SARC 1.370159875
TCGA-DX-A6YZ-01A SARC 1.441628535
TCGA-DX-A1L4-01A SARC 0.903603023
TCGA-FX-A48G-01A SARC 0.540113747
TCGA-DX-A8BZ-01A SARC 1.160440652
TCGA-DX-A8BT-01A SARC 1.87103979
TCGA-SI-AA8B-01A SARC 1.35679528
TCGA-DX-AB2V-01A SARC 0.526382374
TCGA-DX-A8BJ-01A SARC 1.278142345
TCGA-VT-A80J-02A SARC 2.220469459
TCGA-DX-A3M1-01A SARC 1.038064287
TCGA-X6-A7WA-01A SARC 1.177840703
TCGA-FX-A8OO-01A SARC 1.010925841
TCGA-MJ-A68J-01A SARC 0.637334397
TCGA-DX-A3M2-01A SARC 1.126614253
TCGA-DX-A6YT-01A SARC 3.258909522
TCGA-DX-A23Y-01A SARC 2.104886414
TCGA-DX-A3UC-01A SARC 2.076722181
TCGA-DX-A8BP-01A SARC 1.697419004
TCGA-3B-A9HX-01A SARC 1.20459348
TCGA-DX-A3UA-01A SARC 1.634049319
TCGA-WK-A8XZ-01A SARC 2.156297408
TCGA-WK-A8XS-01A SARC 2.038788503
TCGA-PC-A5DM-01A SARC 2.309566433
TCGA-DX-AB2X-01A SARC 2.701832348
TCGA-DX-A48J-01A SARC 1.590102415
TCGA-3R-A8YX-01A SARC 1.824997094
TCGA-3B-A9HT-01A SARC 2.491980542
TCGA-JV-A5VF-01A SARC 2.078025885
TCGA-HB-A3YV-01A SARC 2.305601281
TCGA-HS-A5N9-01A SARC 2.572019266
TCGA-WK-A8Y0-01A SARC 1.251274064
TCGA-DX-AB2S-01A SARC 1.351935297
TCGA-DX-AB2L-01A SARC 0.445892734
TCGA-MB-A5YA-01A SARC 1.553556576
TCGA-K1-A6RU-01A SARC 1.745382136
TCGA-Z4-AAPG-01A SARC 1.751512925
TCGA-3B-A9HP-01A SARC 1.113526793
TCGA-X6-A8C6-01A SARC 1.00798741
TCGA-IF-A3RQ-01A SARC 1.504973253
TCGA-QQ-A8VD-01A SARC 0.588924982
TCGA-DX-A6BH-01A SARC 0.734922712
TCGA-DX-AB2W-01A SARC 1.268740521
TCGA-3B-A9HL-01A SARC 1.600746547
TCGA-DX-A3U5-01A SARC 2.200118591
TCGA-DX-A1KZ-01A SARC 1.593942268
TCGA-Z4-AAPF-01A SARC 0.762484434
TCGA-DX-A1L3-01A SARC 1.407093095
TCGA-DX-A7EI-01A SARC 1.462520922
TCGA-IE-A6BZ-01A SARC 2.381587092
TCGA-DX-A6B7-01A SARC 1.48172491
TCGA-LI-A67I-01A SARC 1.718051952
TCGA-FX-A3RE-01A SARC 1.43461884
TCGA-FX-A3NJ-01A SARC 1.519428242
TCGA-JV-A5VE-01A SARC 1.516665541
TCGA-MB-A8JK-01A SARC 2.01275006
TCGA-3B-A9HO-01A SARC 0.883297513
TCGA-DX-A1KX-01A SARC 1.915284275
TCGA-DX-A8BO-01A SARC 1.863090598
TCGA-DX-A7EL-01A SARC 1.359520298
TCGA-MB-A8JL-01A SARC 0.91825906
TCGA-3B-A9HS-01A SARC 1.426663244
TCGA-X6-A7WD-01A SARC 2.556905699
TCGA-DX-A7EM-01A SARC 2.069093255
TCGA-DX-AB2Z-01A SARC 2.108534449
TCGA-DX-A3U9-01A SARC 1.645583894
TCGA-IS-A3K7-01A SARC 1.382571095
TCGA-DX-A7EO-01A SARC 1.175055479
TCGA-HS-A5N7-01A SARC 1.823870728
TCGA-FX-A76Y-01A SARC 1.41737247
TCGA-WK-A8XY-01A SARC 1.958919771
TCGA-QQ-A5VD-01A SARC 0.857402909
TCGA-X6-A7WC-01A SARC 0.946571129
TCGA-IW-A3M4-01A SARC 1.455199621
TCGA-DX-A48K-01A SARC 1.700013634
TCGA-3B-A9HV-01A SARC 2.261723473
TCGA-DX-A6BE-01A SARC 0.661887628
TCGA-DX-AATS-01A SARC 1.196538979
TCGA-DX-AB2J-01A SARC 0.848707281
TCGA-IS-A3KA-01A SARC 1.052330861
TCGA-DX-A3U8-01A SARC 1.194220943
TCGA-DX-AB30-01A SARC 2.322734098
TCGA-3B-A9HU-01A SARC 2.058540145
TCGA-DX-A6YR-01A SARC 1.614995006
TCGA-QQ-A8VH-01A SARC 1.942470554
TCGA-DX-A1KU-01A SARC 0.88903975
TCGA-HS-A5N8-01A SARC 0.931914758
TCGA-DX-A3LW-01A SARC 0.839739724
TCGA-DX-A6BB-01A SARC 1.652617094
TCGA-3B-A9HQ-01A SARC 1.69186931
TCGA-DX-A6YS-01A SARC 1.503607154
TCGA-X2-A95T-01A SARC 1.321661
TCGA-DX-A7EU-01A SARC 0.966657514
TCGA-3B-A9I1-01A SARC 2.26428281
TCGA-DX-AB37-01A SARC 0.944849898
TCGA-DX-A7EF-01A SARC 1.881758929
TCGA-PC-A5DN-01A SARC 1.116663355
TCGA-SI-A71O-01A SARC 2.102012756
TCGA-DX-AB2F-01A SARC 1.237830951
TCGA-DX-A3LT-01A SARC 1.302061471
TCGA-SI-A71O-06A SARC 1.758768792
TCGA-DX-A3U7-01A SARC 1.975541981
TCGA-X6-A8C4-01A SARC 1.936688484
TCGA-DX-A6B8-01A SARC 1.558640474
TCGA-PC-A5DL-01A SARC 1.31155137
TCGA-EE-A2GJ-06A SKCM 2.196361637
TCGA-EE-A2GI-06A SKCM 1.823495024
TCGA-WE-A8ZM-06A SKCM 1.487087065
TCGA-DA-A1IA-06A SKCM 1.23265761
TCGA-D3-A51H-06A SKCM 1.797448484
TCGA-XV-A9VZ-01A SKCM 1.764758242
TCGA-FS-A1ZE-06A SKCM 2.039808932
TCGA-D3-A8GB-06A SKCM 0.833473405
TCGA-D3-A8GL-06A SKCM 1.879825376
TCGA-BF-A5EP-01A SKCM 1.238327869
TCGA-FS-A1ZS-06A SKCM 1.333307534
TCGA-ER-A19D-06A SKCM 1.937504272
TCGA-D3-A2J6-06A SKCM 1.782720213
TCGA-EE-A3AF-06A SKCM 2.561553537
TCGA-BF-AAP6-01A SKCM 2.546808942
TCGA-D3-A8GM-06A SKCM 3.624441207
TCGA-D9-A3Z3-06A SKCM 2.523269919
TCGA-EE-A2MH-06A SKCM 2.061566932
TCGA-EE-A2GC-06A SKCM 2.208785197
TCGA-WE-A8K5-06A SKCM 1.747292375
TCGA-EE-A17Z-06A SKCM 2.114190227
TCGA-ER-A19T-01A SKCM 1.241781929
TCGA-FS-A4FC-06A SKCM 1.819662086
TCGA-XV-A9W5-01A SKCM 1.74727097
TCGA-ER-A42H-01A SKCM 1.695887043
TCGA-EB-A44P-01A SKCM 0.995474659
TCGA-D3-A3C1-06A SKCM 0.243057422
TCGA-FS-A1ZT-06A SKCM 2.345083272
TCGA-GN-A8LK-06A SKCM 1.905281418
TCGA-FR-A729-06A SKCM 1.746063345
TCGA-D3-A51J-06A SKCM 2.251387483
TCGA-EB-A57M-01A SKCM 0.8088289
TCGA-WE-A8ZN-06A SKCM 1.018014768
TCGA-EE-A2MD-06A SKCM 3.184670989
TCGA-DA-A1I1-06A SKCM 1.695723724
TCGA-EB-A82B-01A SKCM 2.056239326
TCGA-FS-A4FB-06A SKCM 2.453896638
TCGA-EE-A3J8-06A SKCM 1.128454338
TCGA-D3-A1Q7-06A SKCM 2.424057688
TCGA-GN-A267-06A SKCM 1.5614853
TCGA-GN-A266-06A SKCM 2.393465543
TCGA-D3-A8GC-06A SKCM 3.275689546
TCGA-BF-AAOX-01A SKCM 1.847573901
TCGA-D3-A5GS-06A SKCM 1.11404802
TCGA-EB-A42Z-01A SKCM 1.817666665
TCGA-EB-A42Y-01A SKCM 2.263286421
TCGA-Z2-AA3S-06A SKCM 2.611589188
TCGA-ER-A3EV-06A SKCM 1.878671569
TCGA-EB-A5FP-01A SKCM 2.993675993
TCGA-FW-A3TU-06A SKCM 1.976735319
TCGA-FS-A4FD-06A SKCM 1.899348097
TCGA-EE-A2GE-06A SKCM 1.653521887
TCGA-FS-A4F9-06A SKCM 1.348823615
TCGA-FR-A3R1-01A SKCM 2.143418562
TCGA-EB-A3XF-01A SKCM 1.710592595
TCGA-WE-A8K4-01A SKCM 2.073342269
TCGA-YD-A9TA-06A SKCM 2.418329486
TCGA-EB-A5SG-06A SKCM 1.967135951
TCGA-DA-A95V-06A SKCM 1.222893354
TCGA-FS-A1YX-06A SKCM 2.505488312
TCGA-YD-A9TB-06A SKCM 1.722578773
TCGA-EB-A3XE-01A SKCM 0.539349015
TCGA-D9-A4Z5-01A SKCM 0.329345443
TCGA-D3-A2JN-06A SKCM 0.840324542
TCGA-WE-A8ZQ-06A SKCM 2.075329166
TCGA-EB-A1NK-01A SKCM 1.498346105
TCGA-ER-A19F-06A SKCM 2.478881141
TCGA-EB-A3HV-01A SKCM 1.149066545
TCGA-BF-AAP2-01A SKCM 1.32519904
TCGA-EB-A6QZ-01A SKCM 1.734456696
TCGA-D9-A3Z1-06A SKCM 2.051168608
TCGA-FS-A1ZC-06A SKCM 2.433873906
TCGA-Z2-AA3V-06A SKCM 0.658092388
TCGA-D3-A2JH-06A SKCM 2.275958272
TCGA-D3-A5GT-01A SKCM 1.356117216
TCGA-D3-A8GD-06A SKCM 1.86577104
TCGA-EE-A29M-06A SKCM 2.95865663
TCGA-EB-A4IS-01A SKCM 2.040591908
TCGA-FR-A3YN-06A SKCM 1.939924951
TCGA-BF-A5ES-01A SKCM 1.458547888
TCGA-EB-A41B-01A SKCM 1.317133789
TCGA-EE-A2GD-06A SKCM 0.822691523
TCGA-ER-A195-06A SKCM 2.15666513
TCGA-DA-A1I5-06A SKCM 1.459718513
TCGA-BF-A1PV-01A SKCM 2.217440438
TCGA-EE-A29Q-06A SKCM 2.316434497
TCGA-FR-A2OS-01A SKCM 2.264573588
TCGA-ER-A2NG-06A SKCM 2.3670496
TCGA-W3-AA1O-06A SKCM 3.128137789
TCGA-WE-A8K1-06A SKCM 3.561838882
TCGA-EE-A2GU-06A SKCM 2.885387477
TCGA-EE-A29L-06A SKCM 3.332897239
TCGA-D3-A2JL-06A SKCM 2.29176153
TCGA-EE-A2MM-06A SKCM 2.477041321
TCGA-D9-A148-06A SKCM 2.581592336
TCGA-LH-A9QB-06A SKCM 1.137280898
TCGA-EB-A5SE-01A SKCM 1.984562841
TCGA-WE-A8ZR-06A SKCM 2.513922398
TCGA-FS-A1ZJ-06A SKCM 2.842815918
TCGA-XV-AAZW-01A SKCM 1.729744619
TCGA-D3-A8GE-06A SKCM 0.706552682
TCGA-D3-A2JF-06A SKCM 0.451749854
TCGA-FS-A1ZR-06A SKCM 2.381842969
TCGA-EE-A29B-06A SKCM 1.855993664
TCGA-FR-A7U9-06A SKCM 2.381552829
TCGA-EB-A3Y7-01A SKCM 1.473162457
TCGA-EE-A2M8-06A SKCM 1.793058288
TCGA-EE-A29N-06A SKCM 2.140496522
TCGA-EE-A2MQ-06A SKCM 1.933100682
TCGA-FS-A1ZZ-06A SKCM 2.292203626
TCGA-D3-A2JD-06A SKCM 0.582874162
TCGA-EE-A182-06A SKCM 0.765864793
TCGA-EE-A2A6-06A SKCM 2.171811136
TCGA-ER-A2NE-06A SKCM 2.623518352
TCGA-GN-A9SD-06A SKCM 1.644857727
TCGA-XV-AAZY-01A SKCM 0.988155525
TCGA-ER-A198-06A SKCM 2.960577244
TCGA-D9-A4Z6-06A SKCM 2.377251163
TCGA-ER-A2NF-06A SKCM 1.59991073
TCGA-FS-A1ZG-06A SKCM 1.608549896
TCGA-FW-A3I3-06A SKCM 1.926523647
TCGA-EB-A4OY-01A SKCM 0.850781201
TCGA-EB-A5KH-06A SKCM 0.949981891
TCGA-EB-A85J-01A SKCM 1.685193875
TCGA-D3-A1QA-07A SKCM 3.453966271
TCGA-EE-A29V-06A SKCM 2.039767378
TCGA-EE-A2GT-06A SKCM 0.988410972
TCGA-GN-A268-06A SKCM 2.445864903
TCGA-EE-A3AH-06A SKCM 2.231304674
TCGA-EB-A6L9-06A SKCM 1.19877615
TCGA-EE-A2M5-06A SKCM 1.958964682
TCGA-D3-A1Q3-06A SKCM 2.707372991
TCGA-WE-A8ZT-06A SKCM 1.8517755
TCGA-D9-A1JW-06A SKCM 2.456829968
TCGA-EE-A2MC-06A SKCM 1.80225969
TCGA-BF-A3DL-01A SKCM 0.963782178
TCGA-EE-A29A-06A SKCM 1.506807622
TCGA-FR-A728-01A SKCM 1.785035002
TCGA-D3-A2JG-06A SKCM 1.7153342
TCGA-W3-AA1W-06A SKCM 1.845205695
TCGA-EB-A6QY-01A SKCM 2.710150633
TCGA-BF-A3DN-01A SKCM 2.06279403
TCGA-D3-A2JC-06A SKCM 2.869502635
TCGA-FS-A1ZM-06A SKCM 1.734410189
TCGA-QB-A6FS-06A SKCM 1.35114462
TCGA-EE-A2A5-06A SKCM 2.729109902
TCGA-DA-A1I8-06A SKCM 1.289865517
TCGA-DA-A1I7-06A SKCM 1.47529358
TCGA-D3-A3CB-06A SKCM 1.252281665
TCGA-D9-A4Z2-01A SKCM 2.363262169
TCGA-WE-AA9Y-06A SKCM 1.063797856
TCGA-DA-A3F5-06A SKCM 2.02573221
TCGA-EE-A2GL-06A SKCM 1.924703668
TCGA-DA-A1HV-06A SKCM 2.182545683
TCGA-D3-A51F-06A SKCM 1.599004718
TCGA-ER-A19Q-06A SKCM 1.887120001
TCGA-FR-A8YE-06A SKCM 1.21505091
TCGA-D3-A5GR-06A SKCM 2.306987034
TCGA-BF-AAP4-01A SKCM 1.779245692
TCGA-W3-AA1Q-06A SKCM 1.01426562
TCGA-3N-A9WB-06A SKCM 2.502017289
TCGA-D9-A6EG-06A SKCM 2.397567455
TCGA-EE-A2MJ-06A SKCM 3.131799463
TCGA-D3-A8GK-06A SKCM 2.035372236
TCGA-BF-A3DM-01A SKCM 1.733638413
TCGA-EE-A2MR-06A SKCM 2.425475314
TCGA-FS-A1ZQ-06A SKCM 0.901422997
TCGA-EB-A24C-01A SKCM 2.646831929
TCGA-RP-A693-06A SKCM 1.970807024
TCGA-EE-A3JE-06A SKCM 2.159410836
TCGA-W3-AA1V-06B SKCM 2.796502143
TCGA-EB-A3XC-01A SKCM 2.225721832
TCGA-FR-A7UA-06A SKCM 1.510137351
TCGA-FS-A1ZK-06A SKCM 2.839458972
TCGA-D3-A51T-06A SKCM 2.826550821
TCGA-FS-A1Z0-06A SKCM 2.791364915
TCGA-RP-A6K9-06A SKCM 0.824565304
TCGA-EE-A20H-06A SKCM 2.737607269
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TCGA-VQ-A927-01A STAD 1.84479979
TCGA-D7-A6EV-01A STAD 2.072976455
TCGA-D7-A748-01A STAD 0.877029631
TCGA-VQ-A91U-01A STAD 2.095483523
TCGA-IN-8663-01A STAD 2.087745502
TCGA-CG-4477-01A STAD 2.864745438
TCGA-CG-4460-01A STAD 2.316700844
TCGA-RD-A8N5-01A STAD 1.645536718
TCGA-BR-4363-01A STAD 2.604341554
TCGA-D7-A6EZ-01A STAD 2.783249795
TCGA-IN-A7NT-01A STAD 2.701345228
TCGA-VQ-A8PD-01A STAD 1.877569578
TCGA-VQ-A924-01A STAD 2.668750076
TCGA-IN-A6RN-01A STAD 0.641313289
TCGA-HU-A4GH-01A STAD 2.16539942
TCGA-HU-A4H8-01A STAD 2.047326526
TCGA-BR-4370-01A STAD 1.652284899
TCGA-FP-A9TM-01A STAD 2.600430307
TCGA-BR-6852-01A STAD 2.124585006
TCGA-CG-4476-01A STAD 2.182054457
TCGA-VQ-A8DU-01A STAD 2.345048225
TCGA-CG-4443-01A STAD 0.786748851
TCGA-BR-4257-01A STAD 1.792275931
TCGA-D7-6815-01A STAD 2.502923022
TCGA-BR-A4J9-01A STAD 0.993387476
TCGA-BR-7723-01A STAD 2.260475445
TCGA-RD-A8NB-01A STAD 2.54394939
TCGA-D7-6520-01A STAD 1.088806623
TCGA-BR-6452-01A STAD 2.078222246
TCGA-IN-A6RR-01A STAD 0.950856403
TCGA-VQ-A928-01A STAD 2.169518395
TCGA-BR-A4J7-01A STAD 0.94151439
TCGA-BR-8059-01A STAD 1.724839496
TCGA-VQ-A8DT-01A STAD 2.026543481
TCGA-VQ-A8P8-01A STAD 1.996506916
TCGA-VQ-A91D-01A STAD 1.679889183
TCGA-BR-7901-01A STAD 1.693191357
TCGA-CG-4306-01A STAD 2.365895842
TCGA-BR-6565-01A STAD 4.103887304
TCGA-BR-7704-01A STAD 1.592437663
TCGA-CG-4436-01A STAD 3.011845774
TCGA-HU-A4G2-01A STAD 2.144537327
TCGA-VQ-A94T-01A STAD 2.249535814
TCGA-VQ-A8PU-01A STAD 2.374491604
TCGA-VQ-A8PJ-01A STAD 2.200858775
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TCGA-BR-8676-01A STAD 1.968192368
TCGA-CG-5721-01A STAD 2.14336182
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TCGA-CD-8528-01A STAD 2.33639103
TCGA-HU-8244-01A STAD 2.182487948
TCGA-CD-5813-01A STAD 1.393831803
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TCGA-BR-6457-01A STAD 0.921364383
TCGA-FP-7916-01A STAD 1.784338213
TCGA-BR-4187-01A STAD 1.510670023
TCGA-KB-A93H-01A STAD 1.95358361
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TCGA-BR-4366-01A STAD 2.457374656
TCGA-BR-7851-01A STAD 1.852371245
TCGA-SW-A7EA-01A STAD 1.74487385
TCGA-CD-5803-01A STAD 1.583901281
TCGA-D7-6525-01A STAD 2.230798569
TCGA-RD-A8N9-01A STAD 1.960923466
TCGA-BR-4279-01A STAD 1.336831103
TCGA-BR-8080-01A STAD 2.56242702
TCGA-BR-A4PF-01A STAD 2.762156966
TCGA-HU-A4G3-01A STAD 1.390819163
TCGA-CD-8531-01A STAD 2.92145825
TCGA-R5-A7ZF-01A STAD 2.880028817
TCGA-CD-A487-01A STAD 2.234370905
TCGA-BR-8384-01A STAD 1.276640098
TCGA-VQ-A922-01A STAD 3.726553686
TCGA-B7-A5TI-01A STAD 2.29875341
TCGA-BR-8368-01A STAD 1.90993108
TCGA-BR-4357-01A STAD 2.500883985
TCGA-BR-4371-01A STAD 2.398487873
TCGA-VQ-A91N-01A STAD 3.130236083
TCGA-VQ-AA6J-01A STAD 3.10789646
TCGA-CG-5724-01A STAD 2.373467002
TCGA-VQ-A94O-01A STAD 2.968519141
TCGA-BR-8591-01A STAD 2.226861616
TCGA-VQ-AA64-01A STAD 2.117408852
TCGA-FP-8099-01A STAD 2.563584163
TCGA-F1-A448-01A STAD 1.645346265
TCGA-VQ-A91V-01A STAD 2.180948053
TCGA-RD-A8N0-01A STAD 1.516053383
TCGA-CD-8525-01A STAD 2.409708661
TCGA-FP-A4BF-01A STAD 2.058276172
TCGA-FP-A8CX-01A STAD 1.264620654
TCGA-RD-A7BS-01A STAD 1.855553725
TCGA-BR-7716-01A STAD 1.596415012
TCGA-BR-8366-01A STAD 1.651847157
TCGA-VQ-AA6G-01A STAD 1.915545175
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TCGA-CG-4437-01A STAD 1.618389461
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TCGA-F1-6875-01A STAD 2.477369413
TCGA-HF-A5NB-01A STAD 1.809101735
TCGA-BR-8365-01A STAD 1.504750051
TCGA-CD-8527-01A STAD 2.249977124
TCGA-D7-A6F0-01A STAD 3.226445986
TCGA-BR-7957-01A STAD 1.819180754
TCGA-IN-AB1X-01A STAD 2.022603295
TCGA-BR-8678-01A STAD 3.13384088
TCGA-D7-6528-01A STAD 3.086759124
TCGA-HU-8238-01A STAD 2.062977897
TCGA-BR-8367-01A STAD 1.830962201
TCGA-BR-7196-01A STAD 2.271060849
TCGA-FP-7829-01A STAD 2.232821965
TCGA-B7-A5TN-01A STAD 1.031477506
TCGA-VQ-A8E3-01A STAD 2.918252604
TCGA-CG-5725-01A STAD 2.25412567
TCGA-CG-4305-01A STAD 2.466630862
TCGA-BR-6455-01A STAD 2.639880784
TCGA-BR-6802-01A STAD 2.317895109
TCGA-BR-6709-01A STAD 1.880128876
TCGA-B7-A5TK-01A STAD 1.735860689
TCGA-CD-A4MH-01A STAD 2.168293166
TCGA-BR-6710-01A STAD 0.525398781
TCGA-CD-A4MG-01A STAD 1.676123811
TCGA-D7-6522-01A STAD 0.92166374
TCGA-F1-6177-01A STAD 2.452818755
TCGA-BR-4201-01A STAD 1.792438236
TCGA-BR-4361-01A STAD 2.279276798
TCGA-FP-8209-01A STAD 1.389184588
TCGA-FP-8210-01A STAD 1.660282134
TCGA-HU-8604-01A STAD 2.551888766
TCGA-CG-4301-01A STAD 1.793589488
TCGA-RD-A8N1-01A STAD 1.706494087
TCGA-BR-A44U-01A STAD 1.941599604
TCGA-CG-4469-01A STAD 3.164851925
TCGA-VQ-A8PH-01A STAD 1.843060729
TCGA-D7-8576-01A STAD 2.606240096
TCGA-VQ-AA6K-01A STAD 2.41081568
TCGA-HU-8602-01A STAD 2.899334164
TCGA-BR-8485-01A STAD 2.202632682
TCGA-VQ-A8E7-01B STAD 2.271898518
TCGA-HU-A4GJ-01A STAD 2.372129407
TCGA-BR-8686-01A STAD 2.292636696
TCGA-BR-8589-01A STAD 2.746711168
TCGA-RD-A8N6-01A STAD 1.807729265
TCGA-D7-6524-01A STAD 1.417862218
TCGA-CG-5722-01A STAD 2.114849765
TCGA-BR-8486-01A STAD 2.661644225
TCGA-VQ-A8PE-01A STAD 2.443737095
TCGA-CD-8535-01A STAD 2.729441427
TCGA-VQ-A91X-01A STAD 1.870734881
TCGA-BR-A4J5-01A STAD 1.54906122
TCGA-CD-5798-01A STAD 0.836616232
TCGA-ZQ-A9CR-01A STAD 1.628817244
TCGA-D7-6527-01A STAD 1.820178258
TCGA-BR-8289-01A STAD 2.250755354
TCGA-BR-6801-01A STAD 1.096139292
TCGA-CG-5734-01A STAD 0.964968864
TCGA-R5-A805-01A STAD 2.540333412
TCGA-3M-AB46-01A STAD 3.17948478
TCGA-CG-5716-01A STAD 1.626146051
TCGA-BR-4253-01A STAD 2.878250342
TCGA-BR-8058-01A STAD 2.387540593
TCGA-VQ-A8P3-01A STAD 1.719825822
TCGA-HU-A4H3-01A STAD 1.328036588
TCGA-BR-4267-01A STAD 1.628933981
TCGA-VQ-A8E2-01A STAD 2.473941968
TCGA-MX-A5UG-01A STAD 1.67587299
TCGA-RD-A8N4-01A STAD 1.264309171
TCGA-IN-A6RJ-01A STAD 1.098707118
TCGA-CG-5723-01A STAD 1.917598854
TCGA-VQ-AA6D-01A STAD 2.936143779
TCGA-F1-6874-01A STAD 2.435841463
TCGA-CG-4304-01A STAD 2.003849355
TCGA-VQ-A923-01A STAD 2.690884461
TCGA-VQ-A8PF-01A STAD 2.807766977
TCGA-BR-8361-01A STAD 2.362220179
TCGA-BR-8690-01A STAD 1.664629727
TCGA-HJ-7597-01A STAD 2.082223535
TCGA-RD-A7BT-01A STAD 1.821701572
TCGA-MX-A5UJ-01A STAD 1.553378384
TCGA-VQ-A91Q-01A STAD 2.413252835
TCGA-D7-5578-01A STAD 1.913683012
TCGA-SW-A7EB-01A STAD 1.404458262
TCGA-HU-A4GU-01A STAD 2.796810742
TCGA-D7-6521-01A STAD 1.295324693
TCGA-IN-AB1V-01A STAD 1.445115243
TCGA-HF-7134-01A STAD 2.622269991
TCGA-CD-A48C-01A STAD 1.587855089
TCGA-HU-8610-01A STAD 1.666323655
TCGA-BR-8373-01A STAD 2.497580601
TCGA-EQ-8122-01A STAD 3.126153731
TCGA-B7-5818-01A STAD 1.942671411
TCGA-D7-A6F2-01A STAD 2.586605004
TCGA-RD-A7C1-01A STAD 2.131400561
TCGA-HF-7131-01A STAD 2.421760512
TCGA-CD-5799-01A STAD 1.222683621
TCGA-VQ-A91S-01A STAD 2.758530177
TCGA-HU-A4GY-01A STAD 1.932506426
TCGA-HU-8608-01A STAD 3.281153201
TCGA-CD-A489-01A STAD 0.929662567
TCGA-BR-6566-01A STAD 1.356298481
TCGA-BR-A4J6-01A STAD 1.138405278
TCGA-BR-8286-01A STAD 2.827815333
TCGA-CD-8529-01A STAD 2.270078317
TCGA-2G-AAGF-01A TGCT 2.414081262
TCGA-XE-AANJ-01A TGCT 2.43533253
TCGA-2G-AAF6-01A TGCT 3.109410466
TCGA-2G-AAM2-01A TGCT 2.89440058
TCGA-2G-AAM4-01A TGCT 3.083745883
TCGA-2G-AAG7-01A TGCT 2.12504374
TCGA-XE-AAOC-01A TGCT 1.273962256
TCGA-XE-A8H1-01A TGCT 2.89186956
TCGA-2G-AAKG-05A TGCT 1.571417834
TCGA-2G-AAFL-01A TGCT 2.320431474
TCGA-2G-AAGE-01A TGCT 3.459475781
TCGA-ZM-AA0N-01A TGCT 1.873023869
TCGA-2G-AAH0-01A TGCT 3.684715827
TCGA-2G-AAFM-01A TGCT 2.455929572
TCGA-2G-AAF4-01A TGCT 3.192725965
TCGA-2G-AAGG-01A TGCT 1.979206383
TCGA-SO-A8JP-01A TGCT 3.102518945
TCGA-2G-AAL5-01A TGCT 1.638295928
TCGA-2G-AAG8-01A TGCT 2.580966062
TCGA-2G-AAKO-01A TGCT 2.919151436
TCGA-2G-AALW-01A TGCT 2.253769938
TCGA-2G-AAHL-01A TGCT 2.734617024
TCGA-2G-AAG6-01A TGCT 1.576002623
TCGA-2G-AAFY-01A TGCT 2.593695966
TCGA-YU-A90Q-01A TGCT 3.661735466
TCGA-2G-AAEX-01A TGCT 2.254530684
TCGA-WZ-A8D5-01A TGCT 2.704946159
TCGA-VF-A8AD-01A TGCT 2.822871591
TCGA-YU-AA61-01A TGCT 2.117297005
TCGA-2G-AALP-01A TGCT 2.810975091
TCGA-2G-AAFZ-01A TGCT 2.242982357
TCGA-WZ-A7V3-01A TGCT 3.008791071
TCGA-2G-AAGY-01A TGCT 2.454058427
TCGA-2G-AAHG-01A TGCT 3.251380335
TCGA-2G-AAGW-01A TGCT 2.942155342
TCGA-2G-AAEW-01A TGCT 3.936907993
TCGA-2G-AAGP-01A TGCT 2.139426597
TCGA-2G-AAHP-01A TGCT 2.226499935
TCGA-2G-AAGS-01A TGCT 2.711779527
TCGA-2G-AALX-01A TGCT 1.993400888
TCGA-2G-AALS-01A TGCT 2.18949949
TCGA-S6-A8JY-01A TGCT 3.496042018
TCGA-2G-AAGI-01A TGCT 3.114669695
TCGA-SN-A84X-01A TGCT 2.456701825
TCGA-ZM-AA0F-01A TGCT 2.1610526
TCGA-2G-AAHP-05A TGCT 3.422641309
TCGA-2G-AAGY-05A TGCT 3.794343018
TCGA-2G-AAFJ-01A TGCT 1.570860076
TCGA-W4-A7U2-01A TGCT 3.198834423
TCGA-2G-AAKM-01A TGCT 2.946987938
TCGA-WZ-A7V5-01A TGCT 3.373950654
TCGA-XE-A9SE-01A TGCT 1.881293638
TCGA-SB-A6J6-01A TGCT 2.328140548
TCGA-2G-AAF8-01A TGCT 3.672166836
TCGA-SB-A76C-01A TGCT 3.139106594
TCGA-2G-AALZ-01A TGCT 1.413177207
TCGA-XE-A8H4-01A TGCT 2.926753785
TCGA-2G-AAKL-01A TGCT 3.413559235
TCGA-S6-A8JX-01A TGCT 1.733227976
TCGA-2G-AAKD-01A TGCT 2.518700721
TCGA-XE-AANV-01A TGCT 2.847804495
TCGA-2G-AAGC-01A TGCT 3.423834357
TCGA-XE-AAOB-01A TGCT 1.714099454
TCGA-XY-A8S3-01B TGCT 2.643651847
TCGA-YU-AA4L-01A TGCT 2.126425964
TCGA-2G-AALQ-01A TGCT 1.31650376
TCGA-2G-AAFI-01A TGCT 3.30384391
TCGA-2G-AAG0-01A TGCT 3.248393422
TCGA-VF-A8A9-01A TGCT 2.646128843
TCGA-SN-A84Y-01A TGCT 3.323285385
TCGA-2G-AAHC-01A TGCT 2.400768432
TCGA-ZM-AA05-01A TGCT 1.269244827
TCGA-2G-AAGM-01A TGCT 2.273725955
TCGA-2G-AAGO-01A TGCT 3.572735937
TCGA-2G-AALO-01A TGCT 1.539162621
TCGA-2G-AAG3-01A TGCT 3.08987753
TCGA-2G-AAKO-05A TGCT 3.375150824
TCGA-2G-AAGX-01A TGCT 2.167699855
TCGA-2G-AAGA-01A TGCT 2.3682579
TCGA-2G-AAGN-01A TGCT 3.300906502
TCGA-2G-AAGI-05A TGCT 3.338713516
TCGA-2G-AALG-01A TGCT 1.565945491
TCGA-2G-AAG5-01A TGCT 1.440405012
TCGA-XE-AAOJ-01A TGCT 1.763433936
TCGA-4K-AA1I-01A TGCT 2.865942018
TCGA-2G-AAH8-01A TGCT 3.302088574
TCGA-2G-AALT-01A TGCT 1.22270535
TCGA-2G-AALF-01A TGCT 1.654909503
TCGA-XE-AANI-01A TGCT 1.754702062
TCGA-ZM-AA0B-01A TGCT 2.45164561
TCGA-2G-AAFG-01A TGCT 3.53814006
TCGA-XE-AAOF-01A TGCT 2.879758127
TCGA-XY-A9T9-01A TGCT 3.021257972
TCGA-W4-A7U3-01A TGCT 2.163372859
TCGA-4K-AA1H-01A TGCT 2.433110344
TCGA-2G-AAG9-01A TGCT 2.646652515
TCGA-XY-A8S2-01A TGCT 2.834895597
TCGA-2G-AAM3-01A TGCT 0.855838517
TCGA-YU-A912-01A TGCT 3.072804872
TCGA-YU-A94I-01A TGCT 2.837943446
TCGA-XE-AAO3-01A TGCT 3.688292247
TCGA-4K-AAAL-01A TGCT 2.413608724
TCGA-XE-AAO4-01A TGCT 3.044563052
TCGA-VF-A8AA-01A TGCT 2.399757315
TCGA-S6-A8JW-01A TGCT 3.427967757
TCGA-SN-A6IS-01A TGCT 2.699383916
TCGA-2G-AAFE-01A TGCT 2.954235143
TCGA-XY-A89B-01A TGCT 3.017015569
TCGA-2G-AAGT-01A TGCT 1.649691666
TCGA-ZM-AA0H-01A TGCT 1.536640981
TCGA-2G-AAH3-01A TGCT 3.71928559
TCGA-YU-A94D-01A TGCT 1.903189782
TCGA-2G-AALY-01A TGCT 2.335539364
TCGA-SN-A84W-01A TGCT 2.561889724
TCGA-YU-A90S-01A TGCT 2.085514489
TCGA-2G-AAH2-01A TGCT 2.503752631
TCGA-YU-A90W-01A TGCT 2.537929956
TCGA-WZ-A7V4-01A TGCT 3.288659127
TCGA-ZM-AA0D-01A TGCT 2.10180153
TCGA-2G-AAFG-05A TGCT 3.153711222
TCGA-2G-AAF1-01A TGCT 3.660682644
TCGA-XE-A8H5-01A TGCT 2.59229397
TCGA-2X-A9D6-01A TGCT 3.410328307
TCGA-2G-AAGV-01A TGCT 0.839488927
TCGA-ZM-AA0E-01A TGCT 1.77821372
TCGA-2X-A9D5-01A TGCT 3.355981263
TCGA-2G-AAFO-01A TGCT 1.939648737
TCGA-2G-AAHT-01A TGCT 3.721478498
TCGA-2G-AALR-01A TGCT 1.234028032
TCGA-X3-A8G4-01A TGCT 2.187646691
TCGA-2G-AAGZ-01A TGCT 2.850976077
TCGA-2G-AAGK-01A TGCT 2.957982277
TCGA-2G-AALN-01A TGCT 1.100608194
TCGA-XE-AAO6-01A TGCT 2.467910967
TCGA-YU-A90P-01A TGCT 3.330172567
TCGA-2G-AAFN-01A TGCT 2.681313431
TCGA-VF-A8AC-01A TGCT 3.165785903
TCGA-4K-AA1G-01A TGCT 3.883735504
TCGA-W4-A7U4-01A TGCT 3.539907834
TCGA-XE-AAOD-01A TGCT 2.718558795
TCGA-VF-A8AB-01A TGCT 2.70456862
TCGA-2G-AAHA-01A TGCT 3.225252059
TCGA-VF-A8AE-01A TGCT 1.580958573
TCGA-XE-AANR-01A TGCT 2.965002779
TCGA-XE-AAOL-01A TGCT 1.679092682
TCGA-2G-AAKG-01A TGCT 2.283243438
TCGA-2G-AAHN-01A TGCT 3.048960241
TCGA-2G-AAL7-01A TGCT 2.75025854
TCGA-ZM-AA06-01A TGCT 1.718836043
TCGA-2G-AAKH-01A TGCT 3.349375318
TCGA-2G-AAFH-01A TGCT 2.782001929
TCGA-VF-A8A8-01A TGCT 2.055972697
TCGA-2G-AAGJ-01A TGCT 3.629589132
TCGA-2G-AAH4-01A TGCT 1.467852954
TCGA-2G-AAFV-01A TGCT 2.153360729
TCGA-YU-A90Y-01A TGCT 3.161575676
TCGA-J8-A3YE-01A THCA 1.369541516
TCGA-BJ-A28W-01A THCA 0.978223609
TCGA-EL-A4K9-01A THCA 0.721949774
TCGA-EM-A1YB-01A THCA 0.749856581
TCGA-DJ-A4V0-01A THCA 0.822735202
TCGA-EL-A3T2-01A THCA 1.937534739
TCGA-EM-A4FU-01A THCA 1.54633358
TCGA-FK-A3S3-01A THCA 1.230119818
TCGA-BJ-A3PU-01A THCA 0.838699534
TCGA-FE-A23A-01A THCA 0.885968769
TCGA-FY-A3ON-01A THCA 0.995563057
TCGA-E8-A44K-01A THCA 1.018187886
TCGA-FE-A3PD-01A THCA 1.39868369
TCGA-FY-A4B3-01A THCA 0.475550615
TCGA-BJ-A28T-01A THCA 1.102948384
TCGA-EL-A3ZP-01A THCA 0.569402893
TCGA-DJ-A1QE-01A THCA 1.269865079
TCGA-EL-A3CS-01A THCA 0.900742142
TCGA-KS-A4I9-01A THCA 0.691027944
TCGA-EM-A3AI-01A THCA 1.140607227
TCGA-DJ-A3UK-01A THCA 0.706188634
TCGA-EL-A3GO-01A THCA 1.136704204
TCGA-E3-A3E2-01A THCA 1.134904848
TCGA-BJ-A192-01A THCA 0.608365694
TCGA-EL-A3T6-01A THCA 1.084450447
TCGA-IM-A41Y-01A THCA 1.334744461
TCGA-EL-A3T7-01A THCA 0.658290256
TCGA-EL-A3ZS-01A THCA 1.060378631
TCGA-J8-A3YG-01A THCA 1.29975376
TCGA-BJ-A2N8-01A THCA 0.764506136
TCGA-DJ-A2Q9-01A THCA 1.198783391
TCGA-EL-A3CV-01A THCA 1.099157604
TCGA-DJ-A3UW-01A THCA 0.926225429
TCGA-DJ-A1QL-01A THCA 1.227994911
TCGA-EL-A3D0-01A THCA 0.475800847
TCGA-EM-A22P-01A THCA 0.727833973
TCGA-FE-A3PB-01A THCA 0.66603517
TCGA-E8-A418-01A THCA 1.311433247
TCGA-L6-A4EQ-01A THCA 0.544998755
TCGA-E3-A3DZ-01A THCA 1.448835198
TCGA-ET-A40T-01A THCA 0.894716513
TCGA-EL-A3H2-01A THCA 0.534669138
TCGA-DJ-A3UV-01A THCA 1.113360613
TCGA-EL-A3CY-01A THCA 1.132854414
TCGA-ET-A39P-01A THCA 1.390453561
TCGA-DJ-A4UW-01A THCA 0.810375643
TCGA-EM-A22I-01A THCA 0.909801085
TCGA-FE-A233-01A THCA 1.240175513
TCGA-EL-A4K6-01A THCA 2.804837653
TCGA-DJ-A2PS-01A THCA 0.931311494
TCGA-DJ-A4UL-01A THCA 0.419926905
TCGA-EM-A3SX-01A THCA 0.692693281
TCGA-DJ-A13M-01A THCA 0.73229813
TCGA-J8-A3O1-01A THCA 1.278286655
TCGA-EL-A3D5-01A THCA 0.79480043
TCGA-BJ-A290-01A THCA 0.775891735
TCGA-BJ-A0ZF-01A THCA 0.635865681
TCGA-FY-A3R7-01A THCA 1.132666243
TCGA-KS-A4I1-01A THCA 0.459574622
TCGA-ET-A39M-01A THCA 0.448697858
TCGA-BJ-A190-01A THCA 1.549419514
TCGA-E8-A413-01A THCA 0.871795615
TCGA-CE-A481-01A THCA 1.864310973
TCGA-DE-A4MD-06A THCA 0.980643224
TCGA-DJ-A4UR-01A THCA 0.807478558
TCGA-EM-A22M-01A THCA 0.695843005
TCGA-DJ-A3V8-01A THCA 0.949483672
TCGA-EM-A1CU-01A THCA 0.91124425
TCGA-DJ-A3V2-01A THCA 0.681559888
TCGA-FE-A230-01A THCA 1.115634352
TCGA-DJ-A3VE-01A THCA 0.828386954
TCGA-ET-A3BV-01A THCA 0.766969786
TCGA-DE-A0Y3-01B THCA 0.989120826
TCGA-EL-A3CX-01A THCA 0.841127984
TCGA-IM-A3U2-01A THCA 0.602812832
TCGA-EM-A4FR-01A THCA 0.462205595
TCGA-EM-A1YA-01A THCA 1.010063207
TCGA-DJ-A2Q0-01A THCA 1.10009068
TCGA-DJ-A2Q2-01A THCA 2.044012215
TCGA-DJ-A3VF-01A THCA 1.009166018
TCGA-BJ-A2NA-01A THCA 1.155662887
TCGA-EL-A3CZ-01A THCA 0.930113445
TCGA-EL-A3CW-01A THCA 1.313618082
TCGA-BJ-A0ZH-01A THCA 0.971028143
TCGA-EM-A22Q-01A THCA 0.40143028
TCGA-BJ-A2N9-01A THCA 0.739072569
TCGA-DE-A0Y2-01A THCA 1.153570441
TCGA-DJ-A3V9-01A THCA 1.29682615
TCGA-BJ-A18Z-01A THCA 0.688486333
TCGA-EM-A2OV-01A THCA 0.735208579
TCGA-EM-A3O8-01A THCA 1.028562959
TCGA-E8-A432-01A THCA 1.815802627
TCGA-E8-A436-01A THCA 0.893182139
TCGA-BJ-A45D-01A THCA 0.458570719
TCGA-EM-A2P1-01A THCA 1.332247462
TCGA-EL-A3H4-01A THCA 1.611558285
TCGA-EL-A3T1-01A THCA 1.340351065
TCGA-KS-A41J-01A THCA 0.572742392
TCGA-E8-A419-01A THCA 0.989885958
TCGA-FY-A3NM-01A THCA 0.399195877
TCGA-FY-A4B0-01A THCA 0.658434061
TCGA-DE-A2OL-01A THCA 1.314355927
TCGA-DJ-A13T-01A THCA 0.777716364
TCGA-E8-A434-01A THCA 1.258938868
TCGA-DE-A0XZ-01A THCA 0.718502552
TCGA-FY-A3RA-01A THCA 0.716446412
TCGA-DE-A4MC-01A THCA 0.935404447
TCGA-DO-A2HM-01B THCA 1.083600367
TCGA-E8-A433-01A THCA 0.530631897
TCGA-ET-A25R-01A THCA 0.821987522
TCGA-BJ-A3PR-01A THCA 1.458073582
TCGA-FY-A40N-01A THCA 0.928486481
TCGA-EL-A3CT-01A THCA 0.811848506
TCGA-J8-A4HW-01A THCA 0.95356107
TCGA-BJ-A0ZB-01A THCA 0.933081343
TCGA-ET-A39N-01A THCA 0.824644787
TCGA-DJ-A3US-01A THCA 1.068184553
TCGA-IM-A4EB-01A THCA 0.801518964
TCGA-EL-A3GS-01A THCA 1.653262212
TCGA-DJ-A3V5-01A THCA 0.955839331
TCGA-CE-A3ME-01A THCA 1.307931576
TCGA-DE-A69J-01A THCA 1.198938549
TCGA-L6-A4ET-01A THCA 0.55549035
TCGA-J8-A3YH-01A THCA 0.918266888
TCGA-EM-A2CP-01A THCA 1.054561054
TCGA-EL-A3ZH-01A THCA 2.008518693
TCGA-EL-A3GY-01A THCA 0.870520458
TCGA-DJ-A2Q4-01A THCA 0.956764221
TCGA-EM-A2CS-06A THCA 0.983636705
TCGA-ET-A39S-01A THCA 0.662162073
TCGA-EM-A4FF-01A THCA 1.148752436
TCGA-EL-A3GZ-01A THCA 0.820757434
TCGA-DJ-A13U-01A THCA 0.986663812
TCGA-FK-A3SE-01A THCA 0.832562055
TCGA-J8-A4HW-06A THCA 1.048843714
TCGA-BJ-A28V-01A THCA 1.037527771
TCGA-DJ-A3VL-01A THCA 1.608930603
TCGA-DJ-A3V4-01A THCA 0.958779696
TCGA-EM-A4FK-01A THCA 1.701311812
TCGA-EL-A3CP-01A THCA 0.575286451
TCGA-ET-A3BX-01A THCA 1.223968205
TCGA-E8-A2EA-01A THCA 0.848131657
TCGA-J8-A3O2-06A THCA 0.777483789
TCGA-E8-A416-01A THCA 0.836191963
TCGA-EL-A3GU-01A THCA 0.860466134
TCGA-EM-A1YE-01A THCA 1.280105205
TCGA-ET-A3DV-01A THCA 2.232143078
TCGA-DJ-A2PP-01A THCA 1.638819631
TCGA-EM-A2OY-01A THCA 0.980826077
TCGA-EM-A3AN-01A THCA 0.541121714
TCGA-BJ-A28R-01A THCA 0.736711642
TCGA-BJ-A2N7-01A THCA 1.880231202
TCGA-EL-A4K1-01A THCA 0.51095943
TCGA-BJ-A3F0-01A THCA 0.623051556
TCGA-BJ-A18Y-01A THCA 1.125782912
TCGA-KS-A4IC-01A THCA 0.762171275
TCGA-ET-A3BW-01A THCA 0.788254995
TCGA-FE-A22Z-01A THCA 0.829471593
TCGA-EL-A3ZO-01A THCA 0.586317333
TCGA-DJ-A13O-01A THCA 0.941011828
TCGA-EM-A3SU-06A THCA 0.932541694
TCGA-EM-A4FH-01A THCA 0.608856726
TCGA-IM-A3ED-01A THCA 0.759897569
TCGA-EM-A3AQ-01A THCA 0.602419565
TCGA-DJ-A3UU-01A THCA 0.809568981
TCGA-H2-A3RH-01A THCA 1.097525086
TCGA-DJ-A1QN-01A THCA 0.851656306
TCGA-ET-A39K-01A THCA 0.410474052
TCGA-ET-A3DU-01A THCA 0.880617285
TCGA-EM-A1YC-01A THCA 2.20826818
TCGA-BJ-A45I-01A THCA 1.14080879
TCGA-EL-A3TB-01A THCA 0.918790176
TCGA-ET-A25P-01A THCA 2.060222067
TCGA-E8-A438-01A THCA 1.532989416
TCGA-EL-A4K7-01A THCA 0.548535016
TCGA-FY-A4B4-01A THCA 0.792089598
TCGA-MK-A84Z-01A THCA 1.312132797
TCGA-ET-A39J-01A THCA 0.940806703
TCGA-EM-A22J-01A THCA 1.088365807
TCGA-ET-A3BU-01A THCA 0.866318717
TCGA-EM-A3OA-01A THCA 1.364502038
TCGA-EL-A3GR-01A THCA 0.892003046
TCGA-EL-A4JW-01A THCA 1.248201549
TCGA-EL-A4KH-01A THCA 0.395297386
TCGA-ET-A3BQ-01B THCA 0.671694913
TCGA-EL-A3CU-01A THCA 0.947043785
TCGA-EM-A2CO-01A THCA 0.80437701
TCGA-J8-A3O2-01A THCA 1.888654102
TCGA-EM-A1CV-01A THCA 0.749974313
TCGA-FY-A3NN-01A THCA 1.162399667
TCGA-EL-A4KD-01A THCA 0.916380313
TCGA-EL-A3GX-01A THCA 1.443068185
TCGA-KS-A41F-01A THCA 0.948601524
TCGA-BJ-A0Z5-01A THCA 1.221088177
TCGA-ET-A25L-01A THCA 0.669166935
TCGA-EM-A3FQ-06A THCA 0.949635876
TCGA-DJ-A1QD-01A THCA 1.182481749
TCGA-EM-A3SZ-01A THCA 0.9201681
TCGA-EL-A3ZR-01A THCA 1.084992347
TCGA-EM-A3FM-01A THCA 0.544877009
TCGA-EL-A3MW-01A THCA 0.77109618
TCGA-DJ-A3UZ-01A THCA 1.148611045
TCGA-BJ-A28S-01A THCA 0.859857209
TCGA-DJ-A2PO-01A THCA 1.257743329
TCGA-EL-A3T0-01A THCA 0.894546919
TCGA-EL-A3GQ-01A THCA 0.833045675
TCGA-DJ-A1QH-01A THCA 0.843316916
TCGA-ET-A2N5-01A THCA 1.058277798
TCGA-ET-A40Q-01A THCA 1.002302746
TCGA-EM-A1CW-01A THCA 1.11591462
TCGA-FY-A40K-01A THCA 0.639008849
TCGA-FY-A3BL-01A THCA 0.679881823
TCGA-EM-A2CR-01A THCA 0.532399779
TCGA-H2-A26U-01A THCA 0.77305003
TCGA-EM-A2P3-01A THCA 0.894687659
TCGA-MK-A4N7-01A THCA 0.593051599
TCGA-EM-A3FO-01A THCA 0.533127246
TCGA-DJ-A2PT-01A THCA 0.631393345
TCGA-ET-A40P-01A THCA 1.302933025
TCGA-EL-A3N2-01A THCA 0.891691793
TCGA-EM-A3AR-01A THCA 1.124099517
TCGA-ET-A3DP-01A THCA 0.866883372
TCGA-EM-A2P1-06A THCA 1.124128707
TCGA-DJ-A1QF-01A THCA 0.958442328
TCGA-EM-A3FR-01A THCA 0.688178305
TCGA-EM-A3O6-01A THCA 0.693504476
TCGA-FY-A3YR-01A THCA 0.725375555
TCGA-DJ-A3UQ-01A THCA 1.011887449
TCGA-DJ-A4V5-01A THCA 0.851203889
TCGA-EM-A2CU-01A THCA 0.676881803
TCGA-DJ-A3VI-01A THCA 1.428205602
TCGA-EL-A3CN-01A THCA 1.19305513
TCGA-DJ-A3V6-01A THCA 0.919138061
TCGA-J8-A42S-01A THCA 0.600030399
TCGA-FE-A3PC-01A THCA 0.517398775
TCGA-FE-A239-01A THCA 1.102656922
TCGA-MK-A4N9-01A THCA 0.646375604
TCGA-BJ-A45J-01A THCA 0.450834798
TCGA-ET-A25N-01A THCA 0.632629428
TCGA-ET-A39R-01A THCA 1.035441646
TCGA-BJ-A291-01A THCA 0.419139333
TCGA-FE-A238-01A THCA 1.319203496
TCGA-CE-A483-01A THCA 0.970125873
TCGA-ET-A25G-01A THCA 1.249922002
TCGA-EL-A3H5-01A THCA 0.605936541
TCGA-DJ-A3V3-01A THCA 0.634690975
TCGA-EL-A4K0-01A THCA 0.906691656
TCGA-H2-A422-01A THCA 1.067371834
TCGA-EM-A3AK-01A THCA 0.840023088
TCGA-J8-A3NZ-01A THCA 1.156147684
TCGA-GE-A2C6-01A THCA 1.09410477
TCGA-EM-A22N-01A THCA 1.217371354
TCGA-DJ-A1QM-01A THCA 0.65500586
TCGA-DJ-A3VK-01A THCA 0.84820304
TCGA-L6-A4EP-01A THCA 0.507379274
TCGA-DJ-A4V4-01A THCA 0.934179834
TCGA-EL-A4KI-01A THCA 1.61036671
TCGA-IM-A3EB-01A THCA 0.918020949
TCGA-DJ-A2QB-01A THCA 0.764119491
TCGA-DE-A4MB-01A THCA 0.753406633
TCGA-EM-A2OW-01A THCA 0.662718692
TCGA-ET-A3DO-01A THCA 1.133290015
TCGA-BJ-A45K-01A THCA 0.950302599
TCGA-EM-A3FJ-01A THCA 0.628006583
TCGA-J8-A3YD-01A THCA 0.999798063
TCGA-FE-A237-01A THCA 1.047177281
TCGA-EM-A3AO-01A THCA 0.58368262
TCGA-DE-A7U5-01A THCA 1.196714202
TCGA-ET-A25O-01A THCA 1.096245912
TCGA-E8-A415-01A THCA 0.845600763
TCGA-EL-A3ZG-01A THCA 1.131009329
TCGA-EM-A4FQ-01A THCA 0.709832925
TCGA-ET-A3BO-01A THCA 0.956759599
TCGA-DJ-A4V2-01A THCA 1.266313671
TCGA-DJ-A2QA-01A THCA 0.502440766
TCGA-FY-A3TY-01A THCA 1.311954901
TCGA-DJ-A1QQ-01A THCA 0.985191977
TCGA-EL-A3ZN-01A THCA 2.236822242
TCGA-J8-A3YF-01A THCA 1.241239922
TCGA-EM-A2OZ-01A THCA 1.089718522
TCGA-DJ-A2PZ-01A THCA 0.748823081
TCGA-E3-A3DY-01A THCA 0.896304554
TCGA-J8-A3O0-01A THCA 0.705657953
TCGA-FY-A3R8-01A THCA 0.908813176
TCGA-EL-A3GV-01A THCA 1.010516626
TCGA-EL-A3MY-01A THCA 0.881013165
TCGA-FE-A235-01A THCA 0.518914506
TCGA-DJ-A13S-01A THCA 1.535303408
TCGA-E8-A44M-01A THCA 0.937619119
TCGA-EL-A4KG-01A THCA 1.020772255
TCGA-FY-A3NP-01A THCA 1.555644987
TCGA-FK-A3SH-01A THCA 0.462615399
TCGA-EM-A3OB-01A THCA 1.631443084
TCGA-DO-A1JZ-01A THCA 0.814166572
TCGA-DJ-A3VB-01A THCA 0.71862287
TCGA-ET-A39T-01A THCA 1.246379809
TCGA-DJ-A3UT-01A THCA 1.504874064
TCGA-EM-A2P0-01A THCA 1.012341608
TCGA-EL-A3H8-01A THCA 0.849162912
TCGA-EL-A3CM-01A THCA 0.944710384
TCGA-DJ-A2Q6-01A THCA 0.948274546
TCGA-EM-A3ST-01A THCA 0.82272484
TCGA-IM-A420-01A THCA 1.135348357
TCGA-BJ-A2P4-01A THCA 0.927981889
TCGA-EM-A2CL-01A THCA 1.30293461
TCGA-ET-A2N3-01B THCA 2.115712721
TCGA-MK-A4N6-01A THCA 0.99588636
TCGA-EM-A3O3-01A THCA 0.627951309
TCGA-DJ-A3VD-01A THCA 1.38389099
TCGA-ET-A3DW-01A THCA 0.817950969
TCGA-DJ-A2PX-01A THCA 1.048817792
TCGA-DJ-A2PN-01A THCA 0.896067297
TCGA-ET-A39O-01A THCA 1.041918576
TCGA-H2-A421-01A THCA 0.917917664
TCGA-EM-A4FV-01A THCA 1.060510293
TCGA-EM-A2CT-01A THCA 1.829917966
TCGA-EM-A3AL-01A THCA 1.022961252
TCGA-EL-A4K2-01A THCA 0.68055311
TCGA-EM-A3AJ-01A THCA 1.547026346
TCGA-DJ-A3UP-01A THCA 1.58726902
TCGA-FY-A3R6-01A THCA 1.368419157
TCGA-CE-A485-01A THCA 0.836636361
TCGA-FY-A3R9-01A THCA 0.321455224
TCGA-ET-A3BT-01A THCA 0.893438994
TCGA-KS-A4ID-01A THCA 1.259238427
TCGA-ET-A4KN-01A THCA 0.377045395
TCGA-EM-A3SY-01A THCA 1.048976486
TCGA-ET-A25M-01A THCA 1.215291811
TCGA-E8-A242-01A THCA 0.701189359
TCGA-KS-A4I7-01A THCA 0.544201009
TCGA-FY-A3I5-01B THCA 2.925568365
TCGA-ET-A40R-01A THCA 0.765324544
TCGA-EL-A3ZT-01A THCA 0.8170905
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TCGA-BS-A0V8-01A UCEC 0.739248388
TCGA-AP-A0LM-01A UCEC 0.975347883
TCGA-BS-A0TG-01A UCEC 0.640126903
TCGA-BG-A0MQ-01A UCEC 1.525943368
TCGA-AP-A0LV-01A UCEC 1.421250585
TCGA-EY-A1GO-01A UCEC 2.345893537
TCGA-B5-A0JZ-01A UCEC 1.905374686
TCGA-AX-A060-01A UCEC 0.717568637
TCGA-AX-A2HH-01A UCEC 2.300181068
TCGA-EO-A3AZ-01A UCEC 0.545446013
TCGA-DF-A2KU-01A UCEC 1.655023451
TCGA-B5-A0K6-01A UCEC 0.75686864
TCGA-AP-A0LL-01A UCEC 0.387181054
TCGA-A5-A2K4-01A UCEC 2.238190162
TCGA-D1-A163-01A UCEC 1.959161512
TCGA-D1-A17M-01A UCEC 1.797956973
TCGA-B5-A0K0-01A UCEC 1.169472618
TCGA-BG-A0M9-01A UCEC 0.974406296
TCGA-BG-A0MT-01A UCEC 1.238002582
TCGA-B5-A0K7-01A UCEC 1.010925785
TCGA-A5-A0VO-01A UCEC 1.390956242
TCGA-AJ-A3BK-01A UCEC 1.515158772
TCGA-D1-A102-01A UCEC 1.452774592
TCGA-AJ-A8CV-01A UCEC 1.450609353
TCGA-FI-A2D4-01A UCEC 1.761151387
TCGA-AP-A0LO-01A UCEC 1.287959957
TCGA-A5-A0GR-01A UCEC 0.814936963
TCGA-AX-A0IS-01A UCEC 1.2774666
TCGA-E6-A2P9-01A UCEC 1.720125424
TCGA-BS-A0TJ-01A UCEC 2.119544419
TCGA-AJ-A2QK-01A UCEC 1.117778631
TCGA-AP-A0LS-01A UCEC 1.674854651
TCGA-BK-A139-02A UCEC 1.872310638
TCGA-AP-A0LE-01A UCEC 1.471158365
TCGA-AX-A2HJ-01A UCEC 1.712666105
TCGA-AJ-A3EM-01A UCEC 1.91863212
TCGA-EO-A22T-01A UCEC 2.898561694
TCGA-A5-A0RA-01A UCEC 1.737054466
TCGA-AJ-A3EL-01A UCEC 2.285430654
TCGA-D1-A16O-01A UCEC 0.81587766
TCGA-A5-A0GB-01A UCEC 2.087320264
TCGA-D1-A16Q-01A UCEC 1.031517215
TCGA-BG-A222-01A UCEC 2.408757167
TCGA-PG-A916-01A UCEC 1.34751845
TCGA-AX-A1C5-01A UCEC 1.945902733
TCGA-PG-A915-01A UCEC 1.668532126
TCGA-AX-A2HD-01A UCEC 2.734601556
TCGA-BG-A18B-01A UCEC 1.439455038
TCGA-AP-A1E1-01A UCEC 1.918482263
TCGA-A5-A3LP-01A UCEC 1.473270705
TCGA-AP-A1DV-01A UCEC 1.784652251
TCGA-BS-A0TI-01A UCEC 1.587612784
TCGA-AX-A2H2-01A UCEC 1.846428618
TCGA-AX-A05S-01A UCEC 1.130867192
TCGA-D1-A162-01A UCEC 1.649628947
TCGA-D1-A0ZS-01A UCEC 2.534125404
TCGA-BS-A0V6-01A UCEC 1.429200212
TCGA-KP-A3W1-01A UCEC 1.616538106
TCGA-D1-A0ZU-01A UCEC 1.477957008
TCGA-D1-A3DA-01A UCEC 1.021663337
TCGA-AP-A05H-01A UCEC 0.460762418
TCGA-D1-A16N-01A UCEC 1.026327034
TCGA-AP-A05D-01A UCEC 0.795309444
TCGA-BG-A2AE-01A UCEC 1.650936585
TCGA-AX-A1CJ-01A UCEC 0.761173865
TCGA-AP-A5FX-01A UCEC 1.120799936
TCGA-EY-A210-01A UCEC 0.886066651
TCGA-D1-A169-01A UCEC 0.5568452
TCGA-PG-A914-01A UCEC 1.425171207
TCGA-BG-A0M2-01A UCEC 0.958794121
TCGA-D1-A1NW-01A UCEC 1.861757907
TCGA-AJ-A8CW-01A UCEC 1.83712072
TCGA-EY-A1GC-01A UCEC 1.127099929
TCGA-A5-A0GV-01A UCEC 1.523384328
TCGA-BS-A0UM-01A UCEC 1.937302033
TCGA-B5-A5OD-01A UCEC 0.798417856
TCGA-A5-A0GM-01A UCEC 1.103554168
TCGA-FI-A2CY-01A UCEC 1.982738003
TCGA-EY-A1GR-01A UCEC 1.680390582
TCGA-B5-A0JR-01A UCEC 2.21742085
TCGA-5S-A9Q8-01A UCEC 1.107803455
TCGA-AP-A1DQ-01A UCEC 1.268343341
TCGA-AX-A05U-01A UCEC 1.131584979
TCGA-BS-A0UL-01A UCEC 1.411265327
TCGA-D1-A16E-01A UCEC 1.468673141
TCGA-AX-A0IZ-01A UCEC 1.437356641
TCGA-DI-A1NN-01A UCEC 2.227276939
TCGA-AJ-A23O-01A UCEC 1.508757484
TCGA-AP-A0L8-01A UCEC 1.504824416
TCGA-BK-A26L-01C UCEC 2.393497244
TCGA-BS-A0T9-01A UCEC 0.548882424
TCGA-A5-A1OJ-01A UCEC 0.565063033
TCGA-BK-A13C-01A UCEC 1.200979916
TCGA-EO-A3KX-01A UCEC 2.238544704
TCGA-D1-A15Z-01A UCEC 1.200043037
TCGA-D1-A16D-01A UCEC 0.803388566
TCGA-EO-A1Y5-01A UCEC 1.628459015
TCGA-AJ-A23N-01A UCEC 1.392052977
TCGA-AJ-A3EJ-01A UCEC 1.68660312
TCGA-EY-A1GL-01A UCEC 0.571405535
TCGA-B5-A3F9-01A UCEC 1.222327921
TCGA-D1-A16R-01A UCEC 1.116206421
TCGA-B5-A11Z-01A UCEC 0.957702998
TCGA-AP-A05O-01A UCEC 1.830129483
TCGA-D1-A1NZ-01A UCEC 1.313149163
TCGA-EY-A1GV-01A UCEC 0.417187689
TCGA-D1-A103-01A UCEC 1.242334176
TCGA-EO-A3KU-01A UCEC 1.969059295
TCGA-B5-A0K2-01A UCEC 0.81531819
TCGA-AJ-A2QN-01A UCEC 1.856577371
TCGA-D1-A160-01A UCEC 1.532984044
TCGA-N6-A4V9-01A UCS 0.870995655
TCGA-QM-A5NM-01A UCS 1.152606379
TCGA-N8-A4PM-01A UCS 0.73665886
TCGA-NG-A4VU-01A UCS 1.304855153
TCGA-NG-A4VW-01A UCS 2.167546764
TCGA-N8-A4PN-01A UCS 2.305530079
TCGA-N5-A4RA-01A UCS 1.232701924
TCGA-N6-A4VD-01A UCS 1.691461564
TCGA-N7-A4Y8-01A UCS 0.993417681
TCGA-N6-A4VE-01A UCS 2.005995539
TCGA-N5-A59F-01A UCS 1.244015223
TCGA-N9-A4PZ-01A UCS 1.660964073
TCGA-N6-A4VF-01A UCS 1.951370266
TCGA-NF-A5CP-01A UCS 1.686658319
TCGA-N6-A4VC-01A UCS 1.51860863
TCGA-N5-A4RF-01A UCS 1.372581175
TCGA-N8-A4PL-01A UCS 2.047174249
TCGA-ND-A4WA-01A UCS 2.563084743
TCGA-N5-A4RU-01A UCS 1.653632255
TCGA-N9-A4Q3-01A UCS 1.044814607
TCGA-NA-A4R1-01A UCS 2.413877428
TCGA-N7-A4Y5-01A UCS 1.018117433
TCGA-N5-A4RV-01A UCS 1.413664896
TCGA-QN-A5NN-01A UCS 1.390922969
TCGA-N9-A4Q1-01A UCS 1.008162808
TCGA-N5-A59E-01A UCS 1.035947346
TCGA-NA-A4QW-01A UCS 1.947276737
TCGA-N5-A4RM-01A UCS 0.985636225
TCGA-NF-A4X2-01A UCS 2.073464919
TCGA-N5-A4RN-01A UCS 1.968267265
TCGA-N5-A4RS-01A UCS 1.124256236
TCGA-N8-A4PQ-01A UCS 1.463456547
TCGA-N9-A4Q4-01A UCS 1.108013468
TCGA-NA-A4QY-01A UCS 2.27787112
TCGA-N5-A4RJ-01A UCS 1.861003267
TCGA-N5-A4RD-01A UCS 1.045049398
TCGA-NA-A5I1-01A UCS 1.447237581
TCGA-NA-A4R0-01A UCS 1.029723287
TCGA-NA-A4QV-01A UCS 1.642493941
TCGA-N7-A4Y0-01A UCS 2.274638944
TCGA-N5-A4R8-01A UCS 1.659246352
TCGA-NF-A4WU-01A UCS 1.400558146
TCGA-N6-A4VG-01A UCS 1.560177277
TCGA-N8-A4PI-01A UCS 1.307784631
TCGA-N8-A4PO-01A UCS 1.958528269
TCGA-N8-A4PP-01A UCS 2.056708769
TCGA-ND-A4WF-01A UCS 2.084679303
TCGA-NA-A4QX-01A UCS 1.077139632
TCGA-N9-A4Q7-01A UCS 2.142395481
TCGA-N5-A4RO-01A UCS 1.644513451
TCGA-N5-A4RT-01A UCS 1.660853216
TCGA-NF-A4WX-01A UCS 2.157409278
TCGA-N7-A59B-01A UCS 0.850397297
TCGA-ND-A4W6-01A UCS 1.810962589
TCGA-N8-A56S-01A UCS 1.270826236
TCGA-ND-A4WC-01A UCS 2.419293962
TCGA-VD-A8KB-01A UVM 0.833178981
TCGA-VD-AA8P-01A UVM 0.519925514
TCGA-V4-A9EK-01A UVM 0.984611101
TCGA-YZ-A985-01A UVM 0.61771422
TCGA-WC-A88A-01A UVM 0.553537776
TCGA-WC-A882-01A UVM 0.298741378
TCGA-V4-A9ED-01A UVM 0.334541349
TCGA-WC-A87W-01A UVM 0.909663868
TCGA-VD-AA8O-01A UVM 0.69873986
TCGA-V4-A9EV-01A UVM 0.607642045
TCGA-VD-AA8Q-01A UVM 0.221183345
TCGA-V4-A9E8-01A UVM 0.223413066
TCGA-WC-A884-01A UVM 0.600339099
TCGA-VD-A8KJ-01A UVM 0.897848481
TCGA-V4-A9F3-01A UVM 0.984424829
TCGA-YZ-A982-01A UVM 0.676930231
TCGA-VD-A8KH-01A UVM 1.062498003
TCGA-WC-A87U-01A UVM 0.755215679
TCGA-V4-A9EI-01A UVM 1.026946215
TCGA-V4-A9F2-01A UVM 0.545493662
TCGA-V4-A9F7-01A UVM 0.747759051
TCGA-YZ-A980-01A UVM 0.794647816
TCGA-V4-A9F1-01A UVM 0.905060264
TCGA-VD-A8K8-01A UVM 0.710475768
TCGA-VD-A8KM-01A UVM 0.849924059
TCGA-WC-A880-01A UVM 0.915078863
TCGA-WC-A87Y-01A UVM 0.698813663
TCGA-VD-AA8N-01A UVM 0.31928162
TCGA-WC-AA9E-01A UVM 1.39860746
TCGA-V3-A9ZY-01A UVM 0.335743511
TCGA-V4-A9EM-01A UVM 0.780023407
TCGA-VD-A8K9-01A UVM 1.526229496
TCGA-V4-A9F4-01A UVM 0.997108645
TCGA-V4-A9E9-01A UVM 0.365025929
TCGA-WC-A885-01A UVM 0.779354391
TCGA-VD-AA8M-01A UVM 0.286310889
TCGA-YZ-A984-01A UVM 0.359723188
TCGA-VD-AA8S-01B UVM 0.525151476
TCGA-V4-A9EF-01A UVM 0.460916475
TCGA-YZ-A983-01A UVM 0.883037793
TCGA-V4-A9EJ-01A UVM 1.10518749
TCGA-VD-A8KD-01A UVM 0.748327062
TCGA-WC-A888-01A UVM 0.632555025
TCGA-WC-A881-01A UVM 0.857648215
TCGA-VD-A8KK-01A UVM 0.623607866
TCGA-V4-A9E7-01A UVM 0.965387107
TCGA-VD-A8KO-01A UVM 1.139749282
TCGA-V4-A9EC-01A UVM 0.24000169
TCGA-V4-A9EQ-01A UVM 0.292832259
TCGA-VD-A8KG-01A UVM 0.691806069
TCGA-VD-AA8R-01A UVM 0.45465005
TCGA-WC-A883-01A UVM 0.794749212
TCGA-VD-A8KN-01A UVM 0.762288611
TCGA-VD-A8K7-01B UVM 0.766232029
TCGA-VD-A8KE-01A UVM 0.620062123
TCGA-V3-A9ZX-01A UVM 1.363698247
TCGA-V4-A9EX-01A UVM 0.927635258
TCGA-V4-A9EY-01A UVM 0.130986064
TCGA-V4-A9E5-01A UVM 0.228512221
TCGA-V4-A9EE-01A UVM 1.230763523
TCGA-V4-A9EZ-01A UVM 0.279728762
TCGA-VD-A8KA-01B UVM 0.904997258
TCGA-VD-A8KF-01A UVM 0.792857529
TCGA-V4-A9F5-01A UVM 0.273491007
TCGA-VD-AA8T-01A UVM 0.56618191
TCGA-V4-A9EH-01A UVM 0.766240763
TCGA-V4-A9F0-01A UVM 0.601007436
TCGA-V4-A9EW-01A UVM 0.9301822
TCGA-V4-A9EL-01A UVM 0.825278028
TCGA-V4-A9ES-01A UVM 0.94449337
TCGA-VD-A8KI-01A UVM 0.30949038
TCGA-VD-A8KL-01A UVM 0.459098445
TCGA-V4-A9ET-01A UVM 0.368173376
TCGA-V4-A9EO-01A UVM 0.699970028
TCGA-V4-A9EU-01A UVM 0.781228654
TCGA-WC-A87T-01A UVM 0.822143021
TCGA-WC-AA9A-01A UVM 0.627145345
TCGA-V4-A9EA-01A UVM 0.372623514
TCGA-RZ-AB0B-01A UVM 0.758671721
TCGA-V4-A9F8-01A UVM 0.281398879
input.txt
代码:
# 引用包
library(plyr)
library(ggpubr)
inputFile <- "input.txt" # 输入文件
outFile <- "boxplot.pdf" # 输出文件
setwd("")
rt <- read.table(inputFile, sep="\t", header = T, check.names = F) # 读取输入文件
x <- colnames(rt)[2]
y <- colnames(rt)[3]
colnames(rt) <- c("id", "Type", "expression")
# 定义输出图片的排序方式
med <- ddply(rt, "Type", summarise, med = median(expression)) # 算出每种癌症的表达中位数
rt$Type <- factor(rt$Type, levels = med[order(med[, "med"], decreasing = T), "Type"]) # 将Type按表达中位数从高到低排序
# 绘制
col <- rainbow(length(levels(factor(rt$Type)))) # 按癌症数目设置颜色
p <- ggboxplot(rt, x = "Type", y = "expression", color = "Type", # color设置轮廓颜色
palette = col, # 用于按组着色或填充的调色板
ylab = y,
xlab = x,
#add = "jitter", # 绘制每个样品的散点
legend = "right") # 图例位置
p <- p + rotate_x_text(60) # x轴字体倾斜角度
# 输出图片文件
pdf(file = outFile, width = 10, height = 6)
print(p)
dev.off()
2. 单个基因表达_癌症组织vs正常组织
非配对:
输入数据:
ID Type SEMA3D
TCGA-HU-A4GY-11A Normal 1.078964861
TCGA-IP-7968-11A Normal 0.32180929
TCGA-CG-5721-11A Normal 0.439781398
TCGA-HU-A4GH-11A Normal 0.932725326
TCGA-HU-A4GP-11A Normal 1.2209
TCGA-BR-6454-11A Normal 0.555995759
TCGA-CG-5730-11A Normal 0.603697219
TCGA-HU-A4GN-11A Normal 0.9964425
TCGA-CG-5722-11A Normal 0.797790004
TCGA-FP-7829-11A Normal 1.437351
TCGA-IN-AB1X-11A Normal 0.09490068
TCGA-BR-7704-11A Normal 1.024271
TCGA-BR-7703-11A Normal 0.5557823
TCGA-BR-6453-11A Normal 0.734845942
TCGA-BR-7717-11A Normal 0.70880988
TCGA-BR-7716-11A Normal 0.9301745
TCGA-IN-7806-11A Normal 0.0384844
TCGA-HU-A4GC-11A Normal 1.004935936
TCGA-CG-5734-11A Normal 0.33381226
TCGA-HU-8238-11A Normal 0.2168459
TCGA-CG-5728-11A Normal 0.719273186
TCGA-BR-6802-11A Normal 0.439098439
TCGA-HU-A4HB-11A Normal 2.780674
TCGA-BR-6457-11A Normal 0.732635645
TCGA-BR-7851-11A Normal 0.462517677
TCGA-FP-7735-11A Normal 1.222668
TCGA-BR-8060-11A Normal 0.833374862
TCGA-IN-AB1V-11A Normal 0.2717649
TCGA-BR-7715-11A Normal 1.056427
TCGA-CG-5733-11A Normal 0.669465129
TCGA-CG-5720-11A Normal 0.473252267
TCGA-IN-8663-11A Normal 0.045253549
TCGA-D7-5577-01A Tumor 0.080311232
TCGA-D7-6818-01A Tumor 0.5477714
TCGA-BR-4280-01A Tumor 0.01183228
TCGA-D7-8572-01A Tumor 0.983905862
TCGA-VQ-A91Z-01A Tumor 1.366626
TCGA-HU-A4HD-01A Tumor 1.250642
TCGA-D7-8573-01A Tumor 0.064755151
TCGA-BR-7959-01A Tumor 0.6053695
TCGA-BR-8679-01A Tumor 0.107739017
TCGA-CG-5726-01A Tumor 0.003168569
TCGA-BR-6453-01A Tumor 0.3652917
TCGA-BR-A4QL-01A Tumor 0.004207799
TCGA-VQ-AA6A-01A Tumor 1.992675001
TCGA-HF-7132-01A Tumor 0.582881
TCGA-BR-A4IV-01A Tumor 1.370192
TCGA-CG-5718-01A Tumor 0.073718312
TCGA-BR-8296-01A Tumor 0.63432361
TCGA-R5-A7ZR-01A Tumor 0.056138673
TCGA-BR-8680-01A Tumor 0.046598621
TCGA-VQ-A8P2-01A Tumor 0.006378034
TCGA-CD-8533-01A Tumor 1.637156078
TCGA-RD-A8N2-01A Tumor 0.155653723
TCGA-VQ-A92D-01A Tumor 0.01026218
TCGA-HU-A4GT-01A Tumor 0.01958106
TCGA-ZA-A8F6-01A Tumor 0.3454467
TCGA-D7-A74A-01A Tumor 0.09192331
TCGA-IN-A7NR-01A Tumor 0.373109823
TCGA-HU-A4H2-01A Tumor 0.118498064
TCGA-BR-6456-01A Tumor 0.3750618
TCGA-CG-4442-01A Tumor 0.147287068
TCGA-CD-8524-01A Tumor 0.5063804
TCGA-VQ-A8PO-01A Tumor 0.1261328
TCGA-BR-7717-01A Tumor 0.1804089
TCGA-CG-4475-01A Tumor 0.706481365
TCGA-BR-4369-01A Tumor 1.324504567
TCGA-HU-A4GP-01A Tumor 0.121229802
TCGA-VQ-A94R-01A Tumor 0.284255
TCGA-VQ-A91E-01A Tumor 0.1851439
TCGA-HU-A4GD-01A Tumor 1.407407347
TCGA-FP-8211-01A Tumor 0.217637023
TCGA-D7-A747-01A Tumor 0.283566173
TCGA-KB-A93G-01A Tumor 0.870613018
TCGA-RD-A8MV-01A Tumor 0.161389883
TCGA-BR-4256-01A Tumor 0.697505737
TCGA-FP-7735-01A Tumor 0.120885
TCGA-VQ-A8PK-01A Tumor 0.786960837
TCGA-BR-7707-01A Tumor 0.08485049
TCGA-IN-A6RS-01A Tumor 0.002688006
TCGA-D7-6519-01A Tumor 0.649938872
TCGA-CG-4440-01A Tumor 1.461571258
TCGA-BR-8487-01A Tumor 0.067707959
TCGA-VQ-A94U-01A Tumor 0.34306865
TCGA-CG-5717-01A Tumor 0.265216773
TCGA-BR-A4CR-01A Tumor 1.723686234
TCGA-HU-8249-01A Tumor 0.090980029
TCGA-BR-6454-01A Tumor 0.164451018
TCGA-BR-8295-01A Tumor 0.382427466
TCGA-BR-7722-01A Tumor 0.344730092
TCGA-HU-A4HB-01A Tumor 0.986387307
TCGA-BR-7958-01A Tumor 0.40954048
TCGA-BR-7197-01A Tumor 1.568384765
TCGA-VQ-A94P-01A Tumor 0.21815934
TCGA-D7-8575-01A Tumor 0.188713031
TCGA-VQ-A8E0-01A Tumor 0.139581713
TCGA-VQ-A8PP-01A Tumor 0.2560013
TCGA-BR-8372-01A Tumor 0.085407425
TCGA-VQ-A91Y-01A Tumor 0.425979481
TCGA-IN-A6RL-01A Tumor 0.562425878
TCGA-CG-5732-01A Tumor 0.362716
TCGA-RD-A8MW-01A Tumor 0.142502447
TCGA-KB-A6F7-01A Tumor 0.966574512
TCGA-BR-8382-01A Tumor 0.141069734
TCGA-BR-8060-01A Tumor 0.93762131
TCGA-HU-A4GF-01A Tumor 0.009429756
TCGA-R5-A7ZI-01A Tumor 0.029645556
TCGA-BR-8588-01A Tumor 0.331248905
TCGA-CD-5801-01A Tumor 0.026577541
TCGA-CD-5800-01A Tumor 0.035523563
TCGA-CG-4462-01A Tumor 0.525955385
TCGA-CD-8530-01A Tumor 0.809914
TCGA-VQ-A8PX-01A Tumor 0.03215389
TCGA-D7-8578-01A Tumor 1.141669634
TCGA-BR-6458-01A Tumor 0.3707743
TCGA-VQ-A8PB-01A Tumor 0.2179054
TCGA-D7-6822-01A Tumor 2.831964999
TCGA-BR-8284-01A Tumor 0.137789976
TCGA-3M-AB47-01A Tumor 0.466753154
TCGA-BR-8381-01A Tumor 0.194117557
TCGA-BR-4191-01A Tumor 0.299720734
TCGA-MX-A666-01A Tumor 0.615115227
TCGA-CD-A486-01A Tumor 0.343801983
TCGA-BR-8077-01A Tumor 0.096495714
TCGA-MX-A663-01A Tumor 0.8371021
TCGA-R5-A7O7-01A Tumor 0.099769238
TCGA-VQ-A8DZ-01A Tumor 0.7100363
TCGA-BR-A44T-01A Tumor 0.753088148
TCGA-HU-A4H6-01A Tumor 0.21020782
TCGA-BR-A4CS-01A Tumor 0.07697631
TCGA-CG-4438-01A Tumor 1.338690609
TCGA-RD-A7BW-01A Tumor 0.65327058
TCGA-D7-8570-01A Tumor 0.107452084
TCGA-BR-4368-01A Tumor 0.673127476
TCGA-CG-5720-01A Tumor 0.09574594
TCGA-D7-8579-01A Tumor 0.523321821
TCGA-IN-A6RO-01A Tumor 0.002290095
TCGA-VQ-AA69-01A Tumor 0.0472187
TCGA-IP-7968-01A Tumor 0.08432647
TCGA-BR-8371-01A Tumor 2.124375845
TCGA-KB-A93J-01A Tumor 0.075773007
TCGA-D7-A4YU-01A Tumor 0.218616946
TCGA-BR-6705-01A Tumor 0.49186915
TCGA-BR-6803-01A Tumor 0.4707789
TCGA-D7-A6EX-01A Tumor 2.743125
TCGA-HU-A4G9-01A Tumor 0.0197615
TCGA-BR-6564-01A Tumor 0.26655414
TCGA-D7-A4YX-01A Tumor 0.04208807
TCGA-CG-4441-01A Tumor 0.1153327
TCGA-VQ-A8DV-01A Tumor 0.949860375
TCGA-CG-5719-01A Tumor 0.285514866
TCGA-HU-A4GX-01A Tumor 0.187861109
TCGA-BR-8483-01A Tumor 0.117455966
TCGA-VQ-A8PC-01A Tumor 0.388967842
TCGA-CD-8526-01A Tumor 4.047264993
TCGA-BR-8380-01A Tumor 0.4832167
TCGA-VQ-A8PQ-01A Tumor 1.701964858
TCGA-BR-8291-01A Tumor 0.9106767
TCGA-HU-A4GQ-01A Tumor 0.143067313
TCGA-BR-8081-01A Tumor 0.270137247
TCGA-HU-A4H4-01A Tumor 0.06524
TCGA-VQ-A91K-01A Tumor 0.07834751
TCGA-R5-A7ZE-01B Tumor 0.0157871
TCGA-BR-4367-01A Tumor 0.321071918
TCGA-BR-8297-01A Tumor 0.659324768
TCGA-BR-8687-01A Tumor 0.3557831
TCGA-BR-8683-01A Tumor 0.261488514
TCGA-F1-A72C-01A Tumor 0.227383661
TCGA-VQ-A8PM-01A Tumor 1.439687617
TCGA-VQ-A925-01A Tumor 0.1635345
TCGA-IN-7808-01A Tumor 2.361808936
TCGA-HU-A4G8-01A Tumor 0.152312149
TCGA-CD-A48A-01A Tumor 0.270661933
TCGA-B7-A5TJ-01A Tumor 0.03885896
TCGA-IN-8462-01A Tumor 0.211856053
TCGA-BR-4294-01A Tumor 0.06609572
TCGA-BR-A4J4-01A Tumor 0.106800477
TCGA-IN-7806-01A Tumor 0.130679987
TCGA-VQ-AA6F-01A Tumor 0.1533553
TCGA-BR-A4J8-01A Tumor 0.26047664
TCGA-BR-6707-01A Tumor 0.052691138
TCGA-HU-A4GC-01A Tumor 0.289903447
TCGA-BR-8682-01A Tumor 0.6398398
TCGA-HU-A4H0-01A Tumor 0.0829983
TCGA-BR-8677-01A Tumor 0.404288961
TCGA-FP-7998-01A Tumor 0.2442458
TCGA-D7-8574-01A Tumor 0.726242509
TCGA-VQ-A8P5-01A Tumor 0.447403812
TCGA-CD-8532-01A Tumor 0.319960256
TCGA-VQ-A91A-01A Tumor 0.4994623
TCGA-CG-4466-01A Tumor 1.572621509
TCGA-BR-8369-01A Tumor 0.30488276
TCGA-D7-A4Z0-01A Tumor 0.562785054
TCGA-CG-4444-01A Tumor 0.218486461
TCGA-BR-7715-01A Tumor 0.338272673
TCGA-BR-8590-01A Tumor 0.867445623
TCGA-VQ-A927-01A Tumor 0.2724281
TCGA-D7-A6EV-01A Tumor 0.1104833
TCGA-D7-A748-01A Tumor 0.747756573
TCGA-VQ-A91U-01A Tumor 0.083478485
TCGA-IN-8663-01A Tumor 0.0103753
TCGA-CG-4477-01A Tumor 0.483535437
TCGA-CG-4460-01A Tumor 1.112653614
TCGA-RD-A8N5-01A Tumor 0.087962696
TCGA-BR-4363-01A Tumor 2.543815192
TCGA-D7-A6EZ-01A Tumor 0.1388036
TCGA-IN-A7NT-01A Tumor 0.302031323
TCGA-VQ-A8PD-01A Tumor 0.555181457
TCGA-VQ-A924-01A Tumor 0.026730278
TCGA-IN-A6RN-01A Tumor 0.51606787
TCGA-HU-A4GH-01A Tumor 0.807466826
TCGA-HU-A4H8-01A Tumor 0.04098654
TCGA-BR-4370-01A Tumor 0.934489805
TCGA-FP-A9TM-01A Tumor 0.3286333
TCGA-BR-6852-01A Tumor 0.144932013
TCGA-CG-4476-01A Tumor 0.997844941
TCGA-VQ-A8DU-01A Tumor 1.611372423
TCGA-CG-4443-01A Tumor 0.046531971
TCGA-BR-4257-01A Tumor 0.1875158
TCGA-D7-6815-01A Tumor 0.101468805
TCGA-BR-A4J9-01A Tumor 0.373723794
TCGA-BR-7723-01A Tumor 0.3407627
TCGA-RD-A8NB-01A Tumor 0.178259763
TCGA-D7-6520-01A Tumor 0.04114269
TCGA-BR-6452-01A Tumor 0.097770938
TCGA-IN-A6RR-01A Tumor 0.161197487
TCGA-VQ-A928-01A Tumor 0.06820104
TCGA-BR-A4J7-01A Tumor 0.179253789
TCGA-BR-8059-01A Tumor 0.133312927
TCGA-VQ-A8DT-01A Tumor 0.18892729
TCGA-VQ-A8P8-01A Tumor 0.901211041
TCGA-VQ-A91D-01A Tumor 0.1041694
TCGA-BR-7901-01A Tumor 0.615076796
TCGA-CG-4306-01A Tumor 0.197974513
TCGA-BR-6565-01A Tumor 0.8588156
TCGA-BR-7704-01A Tumor 0.108219421
TCGA-CG-4436-01A Tumor 0.01771867
TCGA-HU-A4G2-01A Tumor 0.01872161
TCGA-VQ-A94T-01A Tumor 0.03453194
TCGA-VQ-A8PU-01A Tumor 0.02195526
TCGA-VQ-A8PJ-01A Tumor 1.209630114
TCGA-IN-A6RI-01A Tumor 0.07880347
TCGA-IN-A7NU-01A Tumor 0.045420975
TCGA-CD-8534-01A Tumor 0.292732212
TCGA-VQ-AA68-01A Tumor 0.08075854
TCGA-FP-8631-01A Tumor 0.215484799
TCGA-D7-A6EY-01A Tumor 0.1319295
TCGA-D7-6526-01A Tumor 0.261997425
TCGA-BR-8364-01A Tumor 2.271976199
TCGA-BR-6563-01A Tumor 0.6032088
TCGA-BR-8676-01A Tumor 0.120233188
TCGA-CG-5721-01A Tumor 0.106681077
TCGA-HF-7133-01A Tumor 0.422492524
TCGA-CD-8528-01A Tumor 0.214166702
TCGA-HU-8244-01A Tumor 0.020204231
TCGA-CD-5813-01A Tumor 0.3170105
TCGA-BR-8484-01A Tumor 0.260326014
TCGA-BR-6457-01A Tumor 0.404545081
TCGA-FP-7916-01A Tumor 0.2394974
TCGA-BR-4187-01A Tumor 0.36621535
TCGA-KB-A93H-01A Tumor 0.02343364
TCGA-BR-8592-01A Tumor 0.9920635
TCGA-BR-4366-01A Tumor 0.36651501
TCGA-BR-7851-01A Tumor 0.1049021
TCGA-SW-A7EA-01A Tumor 0.5419694
TCGA-CD-5803-01A Tumor 0.17680938
TCGA-D7-6525-01A Tumor 0.1381063
TCGA-RD-A8N9-01A Tumor 0.895869836
TCGA-BR-4279-01A Tumor 0.8365347
TCGA-BR-8080-01A Tumor 0.287203492
TCGA-BR-A4PF-01A Tumor 0.009127485
TCGA-HU-A4G3-01A Tumor 0.157006765
TCGA-CD-8531-01A Tumor 0.148216
TCGA-R5-A7ZF-01A Tumor 1.826620442
TCGA-CD-A487-01A Tumor 0.56315004
TCGA-BR-8384-01A Tumor 0.8444206
TCGA-VQ-A922-01A Tumor 1.173363462
TCGA-B7-A5TI-01A Tumor 0.122988531
TCGA-BR-8368-01A Tumor 0.038593881
TCGA-BR-4357-01A Tumor 0.250874954
TCGA-BR-4371-01A Tumor 0.033870868
TCGA-VQ-A91N-01A Tumor 0.4728672
TCGA-VQ-AA6J-01A Tumor 0.1254444
TCGA-CG-5724-01A Tumor 0.085708038
TCGA-VQ-A94O-01A Tumor 1.506012748
TCGA-BR-8591-01A Tumor 0.07964988
TCGA-VQ-AA64-01A Tumor 0.9597116
TCGA-FP-8099-01A Tumor 0.094432541
TCGA-F1-A448-01A Tumor 0.2357484
TCGA-VQ-A91V-01A Tumor 0.04031713
TCGA-RD-A8N0-01A Tumor 1.294795743
TCGA-CD-8525-01A Tumor 0.11439049
TCGA-FP-A4BF-01A Tumor 0.140037589
TCGA-FP-A8CX-01A Tumor 0.1726682
TCGA-RD-A7BS-01A Tumor 0.71214218
TCGA-BR-7716-01A Tumor 1.031207
TCGA-BR-8366-01A Tumor 0.305470527
TCGA-VQ-AA6G-01A Tumor 0.04244572
TCGA-CG-4465-01A Tumor 0.108555034
TCGA-HU-A4H5-01A Tumor 0.03882796
TCGA-CG-4437-01A Tumor 0.1854093
TCGA-CD-5804-01A Tumor 0.2783479
TCGA-F1-6875-01A Tumor 1.224212447
TCGA-HF-A5NB-01A Tumor 0.01991851
TCGA-BR-8365-01A Tumor 0.793106245
TCGA-CD-8527-01A Tumor 0.193345208
TCGA-D7-A6F0-01A Tumor 0.3397545
TCGA-BR-7957-01A Tumor 0.385644658
TCGA-IN-AB1X-01A Tumor 1.042488
TCGA-BR-8678-01A Tumor 1.985033389
TCGA-D7-6528-01A Tumor 0.053732689
TCGA-HU-8238-01A Tumor 0.216581094
TCGA-BR-8367-01A Tumor 0.497377899
TCGA-BR-7196-01A Tumor 0.786573724
TCGA-FP-7829-01A Tumor 1.12470888
TCGA-B7-A5TN-01A Tumor 0.1486961
TCGA-VQ-A8E3-01A Tumor 0.092768155
TCGA-CG-5725-01A Tumor 0.7975421
TCGA-CG-4305-01A Tumor 0.157971372
TCGA-BR-6455-01A Tumor 0.245262
TCGA-BR-6802-01A Tumor 0.083782973
TCGA-BR-6709-01A Tumor 0.297723304
TCGA-B7-A5TK-01A Tumor 0.39232793
TCGA-CD-A4MH-01A Tumor 0.812929017
TCGA-BR-6710-01A Tumor 1.085884
TCGA-CD-A4MG-01A Tumor 0.144706044
TCGA-D7-6522-01A Tumor 0.270286941
TCGA-F1-6177-01A Tumor 0.07485968
TCGA-BR-4201-01A Tumor 1.044152598
TCGA-BR-4361-01A Tumor 0.257431201
TCGA-FP-8209-01A Tumor 0.732365581
TCGA-FP-8210-01A Tumor 0.6445545
TCGA-HU-8604-01A Tumor 0.059819904
TCGA-CG-4301-01A Tumor 0.673154255
TCGA-RD-A8N1-01A Tumor 0.6946352
TCGA-BR-A44U-01A Tumor 0.065296845
TCGA-CG-4469-01A Tumor 0.043350481
TCGA-VQ-A8PH-01A Tumor 1.31473129
TCGA-D7-8576-01A Tumor 0.164890522
TCGA-VQ-AA6K-01A Tumor 0.1387071
TCGA-HU-8602-01A Tumor 0.04589277
TCGA-BR-8485-01A Tumor 1.012255113
TCGA-VQ-A8E7-01B Tumor 0.03490118
TCGA-HU-A4GJ-01A Tumor 0.885781447
TCGA-BR-8686-01A Tumor 0.666513749
TCGA-BR-8589-01A Tumor 0.072159293
TCGA-RD-A8N6-01A Tumor 1.291744276
TCGA-D7-6524-01A Tumor 0.2596061
TCGA-CG-5722-01A Tumor 0.448930014
TCGA-BR-8486-01A Tumor 1.457513348
TCGA-VQ-A8PE-01A Tumor 0.5654644
TCGA-CD-8535-01A Tumor 2.840838724
TCGA-VQ-A91X-01A Tumor 0.457168576
TCGA-BR-A4J5-01A Tumor 0.346152265
TCGA-CD-5798-01A Tumor 0.2980557
TCGA-ZQ-A9CR-01A Tumor 0.17208745
TCGA-D7-6527-01A Tumor 0.117855636
TCGA-BR-8289-01A Tumor 0.5995189
TCGA-BR-6801-01A Tumor 0.168670789
TCGA-CG-5734-01A Tumor 0.225528707
TCGA-R5-A805-01A Tumor 0.259143294
TCGA-3M-AB46-01A Tumor 0.038699329
TCGA-CG-5716-01A Tumor 0.2241118
TCGA-BR-4253-01A Tumor 0.127839018
TCGA-BR-8058-01A Tumor 0.4914572
TCGA-VQ-A8P3-01A Tumor 0.211982331
TCGA-HU-A4H3-01A Tumor 0.063896873
TCGA-BR-4267-01A Tumor 0.042913474
TCGA-VQ-A8E2-01A Tumor 1.817312155
TCGA-MX-A5UG-01A Tumor 1.289054122
TCGA-RD-A8N4-01A Tumor 0.251474006
TCGA-IN-A6RJ-01A Tumor 0.012058536
TCGA-CG-5723-01A Tumor 0.5937615
TCGA-VQ-AA6D-01A Tumor 0.618630161
TCGA-F1-6874-01A Tumor 0.103594363
TCGA-CG-4304-01A Tumor 0.136346451
TCGA-VQ-A923-01A Tumor 0.434594016
TCGA-VQ-A8PF-01A Tumor 0.1229827
TCGA-BR-8361-01A Tumor 0.065756039
TCGA-BR-8690-01A Tumor 0.501846744
TCGA-HJ-7597-01A Tumor 0.306765815
TCGA-RD-A7BT-01A Tumor 0.056017273
TCGA-MX-A5UJ-01A Tumor 0.178925791
TCGA-VQ-A91Q-01A Tumor 0.542963671
TCGA-D7-5578-01A Tumor 0.1807723
TCGA-SW-A7EB-01A Tumor 0.452839824
TCGA-HU-A4GU-01A Tumor 0.02524666
TCGA-D7-6521-01A Tumor 0.4599257
TCGA-IN-AB1V-01A Tumor 0.16487734
TCGA-HF-7134-01A Tumor 0.03026643
TCGA-CD-A48C-01A Tumor 0.502737592
TCGA-HU-8610-01A Tumor 0.01597307
TCGA-BR-8373-01A Tumor 1.426718227
TCGA-EQ-8122-01A Tumor 0.345323448
TCGA-B7-5818-01A Tumor 0.053252019
TCGA-D7-A6F2-01A Tumor 0.092956742
TCGA-RD-A7C1-01A Tumor 0.467553023
TCGA-HF-7131-01A Tumor 0.1298128
TCGA-CD-5799-01A Tumor 0.2195201
TCGA-VQ-A91S-01A Tumor 1.903319165
TCGA-HU-A4GY-01A Tumor 0.797354233
TCGA-HU-8608-01A Tumor 0.08182295
TCGA-CD-A489-01A Tumor 0.408453014
TCGA-BR-6566-01A Tumor 0.057873798
TCGA-BR-A4J6-01A Tumor 0.3510019
TCGA-BR-8286-01A Tumor 0.185038197
TCGA-CD-8529-01A Tumor 0.410159634
input.txt
代码:
library(ggpubr)
inputFile <- "input.txt" # 输入文件
outFile <- "boxplot.pdf" # 输出文件
setwd("") # 修改工作目录
# 读取输入文件,并对输入文件整理
rt <- read.table(inputFile, sep = "\t", header = T, check.names = F) # 读取输入文件
x <- colnames(rt)[2]
y <- colnames(rt)[3]
colnames(rt) <- c("id", "Type", "Expression")
# 设置比较组
group <- levels(factor(rt$Type))
rt$Type <- factor(rt$Type, levels = group)
comp <- combn(group, 2) # combn表示从“group向量”中任意挑选出“2个”元素,将所有可能的情况组成新的矩阵。用于分组之间两两比较。
my_comparisons <- list()
for(i in 1:ncol(comp)){
my_comparisons[[i]] <- comp[,i]
}
# 绘制boxplot
boxplot <- ggboxplot(rt, x = "Type", y = "Expression", color = "Type", # 轮廓颜色
xlab = x,
ylab = y,
legend.title = x,
palette = c("blue", "red"), # 要用于按组着色或填充的调色板。
add = "jitter") +
stat_compare_means(comparisons = my_comparisons) # 将均值比较 P 值添加到ggplot
# 输出图片文件
pdf(file = outFile, width = 5, height = 4.5)
print(boxplot)
dev.off()
配对:
输入数据:
id Normal Tumor
TCGA-HU-A4GH 4.201054 13.66897
TCGA-BR-6454 13.96549 42.21535
TCGA-HU-A4GY 3.610838 51.5983
TCGA-HU-A4GP 4.571479 10.21892
TCGA-BR-6802 17.96572 30.46763
TCGA-HU-A4GC 5.185255 9.710737
TCGA-BR-7717 15.2094 31.41862
TCGA-BR-7704 8.3801 37.73261
TCGA-BR-7851 9.788636 22.76698
TCGA-HU-A4HB 5.560824 30.18772
TCGA-FP-7735 6.277934 43.81071
TCGA-BR-8060 4.36995 28.33644
TCGA-IN-7806 3.956727 14.47225
TCGA-BR-6453 31.22352 59.838
TCGA-BR-7716 23.00013 49.18596
TCGA-BR-6457 24.74305 49.16254
TCGA-BR-7715 19.9662 22.75365
TCGA-IP-7968 6.798232 32.93757
TCGA-CG-5734 9.348575 56.05038
TCGA-CG-5720 31.69152 19.40879
TCGA-IN-AB1X 2.079596 29.152
TCGA-CG-5721 15.90576 33.28777
TCGA-FP-7829 2.944047 21.95903
TCGA-CG-5722 21.13773 54.22069
TCGA-IN-AB1V 6.100952 10.36142
TCGA-IN-8663 1.78397 3.950698
TCGA-HU-8238 4.977881 16.44953
input.txt
代码:
library("ggpubr")
inputFile <- "input.txt"
outFile <- "pairDiff.pdf"
ylab <- "BRCA1 expression" # y轴名称
setwd("")
# 读取输入文件
data <- read.table(inputFile, sep = "\t", header = T, check.names = F, row.names = 1)
cond1 <- colnames(data)[1]
cond2 <- colnames(data)[2]
# 绘制
p <- ggpaired(data,
cond1 = cond1, cond2 = cond2, # 设置两种配对条件
fill = "condition", # 按配对条件分别填充颜色
palette = "jco", # 设置调色板颜色
legend.title = "Condition", # 图例的文本
xlab = "", ylab = ylab) +
#stat_compare_means(paired = TRUE, label = "p.format", label.x = 1.35) # 显示p值的数值
stat_compare_means(paired = TRUE,
symnum.args = list(cutpoints = c(0, 0.001, 0.01, 0.05, 1),
symbols = c("***", "**", "*", "ns")),
label = "p.signif", label.x = 1.35) # 显示p值的符号
# 输出图片文件
pdf(file = outFile, width = 5, height = 4)
print(p)
dev.off()
3. 多个基因表达_癌症组织vs正常组织
输入数据:
ID Type SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G
TCGA-HU-A4GY-11A Normal 3.661119844 3.018973244 5.53455774 1.078964861 2.747022902 2.931838304 2.546564425
TCGA-IP-7968-11A Normal 0.719789769 2.768937911 2.555889615 0.32180929 0.726514401 5.465899753 1.06982675
TCGA-CG-5721-11A Normal 0.309808074 3.329437454 2.576201484 0.439781398 0.551606481 3.63934768 2.094286299
TCGA-HU-A4GH-11A Normal 3.094985227 3.716985871 5.537263729 0.932725326 1.903352116 2.666218686 2.169933062
TCGA-HU-A4GP-11A Normal 3.219241 2.879605 5.69509 1.2209 2.146337 2.277748 1.945595
TCGA-BR-6454-11A Normal 1.202934811 3.777363445 3.341892129 0.555995759 1.14398083 3.987617667 1.433447418
TCGA-CG-5730-11A Normal 0.638117081 3.826906181 1.738406049 0.603697219 0.402600981 3.000365148 1.05052569
TCGA-HU-A4GN-11A Normal 2.452111 3.451706 4.350185 0.9964425 1.535583 2.11437 1.053774
TCGA-CG-5722-11A Normal 1.039763271 4.302667656 3.665872348 0.797790004 0.860207944 4.249355765 1.966670829
TCGA-FP-7829-11A Normal 3.308123 3.515444 4.672184 1.437351 3.050688 2.741295 3.133283
TCGA-IN-AB1X-11A Normal 0.6330329 1.379456 2.191349 0.09490068 0.4003732 5.415253 1.023158
TCGA-BR-7704-11A Normal 2.301362 4.275577 4.36339 1.024271 1.153101 3.356964 2.580009
TCGA-BR-7703-11A Normal 0.4974569 4.084672 3.281543 0.5557823 0.9772476 4.199041 2.132408
TCGA-BR-6453-11A Normal 0.705235985 3.623207141 2.600548748 0.734845942 0.457095487 3.392416475 1.731103629
TCGA-BR-7717-11A Normal 1.457473117 3.040889546 2.994016011 0.70880988 0.630026752 3.549909264 1.604783004
TCGA-BR-7716-11A Normal 1.21344 4.022319 3.899888 0.9301745 1.271382 4.295031 2.028455
TCGA-IN-7806-11A Normal 0.4003166 0.9114159 1.029266 0.0384844 0.2845323 5.700332 1.213146
TCGA-HU-A4GC-11A Normal 2.878481206 3.663600233 5.143618289 1.004935936 1.106747735 1.691826252 1.943762447
TCGA-CG-5734-11A Normal 0.271120614 4.160396917 2.304790606 0.33381226 0.681187213 3.02184377 1.721724228
TCGA-HU-8238-11A Normal 0.2060026 4.995417 2.332126 0.2168459 0.2965699 2.434923 0.9250856
TCGA-CG-5728-11A Normal 0.647246478 3.177694481 2.181741993 0.719273186 1.02287011 3.879007446 1.631657892
TCGA-BR-6802-11A Normal 0.47559702 2.209018008 2.717015666 0.439098439 0.722256665 2.076367346 0.801915333
TCGA-HU-A4HB-11A Normal 3.069671 3.317084 5.967813 2.780674 1.591952 2.441388 1.916547
TCGA-BR-6457-11A Normal 0.465186383 4.154019201 2.680528018 0.732635645 0.576233656 3.818347128 1.956002866
TCGA-BR-7851-11A Normal 0.492046416 4.383190666 3.329537268 0.462517677 0.67456117 3.07405277 1.50868973
TCGA-FP-7735-11A Normal 3.143004 3.640905 5.110441 1.222668 2.618905 2.233282 2.157939
TCGA-BR-8060-11A Normal 1.695557589 3.564547507 4.13280937 0.833374862 1.257504977 2.798434351 1.89291008
TCGA-IN-AB1V-11A Normal 1.491206 1.480384 3.033261 0.2717649 1.224155 5.528908 1.193253
TCGA-BR-7715-11A Normal 0.9602919 3.323168 2.543165 1.056427 0.4032764 3.471566 2.49417
TCGA-CG-5733-11A Normal 0.530264493 3.470837153 2.301449745 0.669465129 0.971639413 3.685453933 1.977175062
TCGA-CG-5720-11A Normal 0.304557827 4.315205684 1.869467474 0.473252267 0.130251883 3.5011748 1.531668647
TCGA-IN-8663-11A Normal 0.487552529 0.676971888 1.099642548 0.045253549 0.128370359 5.26582918 0.348704113
TCGA-D7-5577-01A Tumor 0.47690858 4.297823133 3.304884099 0.080311232 0.065753996 3.166858468 0.611160518
TCGA-D7-6818-01A Tumor 0.6201269 1.121709 2.353106 0.5477714 0.2466362 4.753481 1.704684
TCGA-BR-4280-01A Tumor 0.3758072 2.404825 3.383737 0.01183228 0.005666635 3.43121 0.4773466
TCGA-D7-8572-01A Tumor 1.556629128 2.812997577 3.468085397 0.983905862 0.313731602 2.89554401 1.785540081
TCGA-VQ-A91Z-01A Tumor 1.464593 4.355924 2.829831 1.366626 0.3527911 5.697085 0.3341439
TCGA-HU-A4HD-01A Tumor 2.582628 3.862809 3.314509 1.250642 1.609892 3.455356 1.44399
TCGA-D7-8573-01A Tumor 0.44381074 4.599663779 0.934843472 0.064755151 0.132945557 2.625730761 0.383273035
TCGA-BR-7959-01A Tumor 1.544005 2.800879 4.386488 0.6053695 1.475969 3.221628 2.273923
TCGA-BR-8679-01A Tumor 1.286488303 2.219615004 3.482133827 0.107739017 0.381672106 2.822825341 1.753867145
TCGA-CG-5726-01A Tumor 0.1253805 3.138453 1.15533 0.003168569 0.01882528 2.261293 0.6888249
TCGA-BR-6453-01A Tumor 0.4805631 1.929144 2.374879 0.3652917 0.06131856 3.058088 2.847552
TCGA-BR-A4QL-01A Tumor 0.1216131 2.009781 2.750043 0.004207799 0.01253166 1.827618 0.4355719
TCGA-VQ-AA6A-01A Tumor 0.845389025 3.599872118 4.301761883 1.992675001 2.548485832 2.246683346 1.061344727
TCGA-HF-7132-01A Tumor 0.9201286 3.090548 3.510468 0.582881 0.7863224 3.166648 1.926389
TCGA-BR-A4IV-01A Tumor 2.144946 2.966931 5.59729 1.370192 1.847926 2.718832 2.529109
TCGA-CG-5718-01A Tumor 1.857829277 2.425998843 1.087852372 0.073718312 2.342333677 4.520334811 1.756124821
TCGA-BR-8296-01A Tumor 0.810985036 3.836270275 2.696872141 0.63432361 0.541882377 4.441629059 2.188251342
TCGA-R5-A7ZR-01A Tumor 0.724968408 1.770838893 3.268238381 0.056138673 0.711069162 2.222319469 0.560518654
TCGA-BR-8680-01A Tumor 1.160640439 3.482876516 4.031267716 0.046598621 0.131717012 2.429506489 0.941816399
TCGA-VQ-A8P2-01A Tumor 0.26317772 2.80880905 3.740855395 0.006378034 0.026484424 3.294496549 1.008795474
TCGA-CD-8533-01A Tumor 2.163831687 0.970335248 4.552992815 1.637156078 0.086176925 2.953081045 1.676532525
TCGA-RD-A8N2-01A Tumor 3.535827105 2.515268697 6.090355355 0.155653723 2.419828048 1.974399108 1.653248719
TCGA-VQ-A92D-01A Tumor 0.30548 3.649859 3.438911 0.01026218 0 3.001307 1.083134
TCGA-HU-A4GT-01A Tumor 0.4896677 2.603637 3.046733 0.01958106 0.6613976 2.764571 0.626798
TCGA-ZA-A8F6-01A Tumor 2.019519 3.275653 4.666158 0.3454467 0.4064711 2.452359 1.869219
TCGA-D7-A74A-01A Tumor 0.3577528 3.390495 4.074864 0.09192331 2.73205 2.309341 0.3718595
TCGA-IN-A7NR-01A Tumor 0.755740942 2.703438686 3.826227798 0.373109823 0.618896675 4.07819948 1.367237757
TCGA-HU-A4H2-01A Tumor 0.35304878 3.555129947 3.160883973 0.118498064 0.122655655 2.590239112 1.103251755
TCGA-BR-6456-01A Tumor 2.03242 1.376818 4.37951 0.3750618 0.6652706 3.69372 1.78324
TCGA-CG-4442-01A Tumor 1.55303475 3.842905284 3.106845755 0.147287068 0.130068441 2.550664372 1.549380798
TCGA-CD-8524-01A Tumor 0.559488 1.901373 4.253283 0.5063804 0.163215 2.630983 2.331275
TCGA-VQ-A8PO-01A Tumor 0.6459504 2.488975 2.269449 0.1261328 0.005820746 3.093436 1.18
TCGA-BR-7717-01A Tumor 0.7319209 1.646986 2.464738 0.1804089 0.3870062 2.93681 1.765642
TCGA-CG-4475-01A Tumor 1.16838046 3.72184425 4.350650109 0.706481365 1.424577848 3.364569583 1.10183585
TCGA-BR-4369-01A Tumor 2.185663233 2.271713311 5.374062761 1.324504567 0.164073159 1.846984413 1.092383859
TCGA-HU-A4GP-01A Tumor 0.435035046 4.640004633 0.808737932 0.121229802 0.054619687 4.057116484 1.761360893
TCGA-VQ-A94R-01A Tumor 0.8761634 2.649888 3.886337 0.284255 0.3247867 3.33098 2.211315
TCGA-VQ-A91E-01A Tumor 0.3936808 5.752307 2.79411 0.1851439 0.04271142 4.24143 0.8209434
TCGA-HU-A4GD-01A Tumor 0.801933961 1.976661536 2.878227565 1.407407347 0.457359281 2.341225593 0.695133639
TCGA-FP-8211-01A Tumor 0.423115279 4.212427961 2.308385341 0.217637023 0.584356976 3.658357318 0.864737934
TCGA-D7-A747-01A Tumor 2.958433846 1.935042314 5.361883426 0.283566173 2.316302472 1.899782453 1.229607195
TCGA-KB-A93G-01A Tumor 0.527477971 1.856737647 3.251949066 0.870613018 0.724239271 3.997242724 1.977862955
TCGA-RD-A8MV-01A Tumor 1.201460603 2.795717999 3.681823829 0.161389883 0.079381474 4.183792663 1.960175237
TCGA-BR-4256-01A Tumor 2.086367066 1.607329154 4.192980179 0.697505737 1.352922853 3.030670916 1.613402186
TCGA-FP-7735-01A Tumor 0.6413326 2.257085 1.174668 0.120885 1.869108 5.094119 1.812654
TCGA-VQ-A8PK-01A Tumor 0.948315669 3.640310243 3.935124256 0.786960837 4.766284924 3.689627042 0.725814848
TCGA-BR-7707-01A Tumor 0.2068636 3.61934 1.394923 0.08485049 0.008674976 3.950335 0.9963288
TCGA-IN-A6RS-01A Tumor 0.3461303 0.8250202 2.156692 0.002688006 0.09936001 3.803562 0.6397637
TCGA-D7-6519-01A Tumor 4.251745478 2.898041884 3.794378626 0.649938872 1.099310864 2.768828225 0.783644198
TCGA-CG-4440-01A Tumor 2.845620371 2.68653978 4.374942085 1.461571258 1.950574065 1.916348673 0.654805911
TCGA-BR-8487-01A Tumor 0.223323997 3.580216253 2.923758686 0.067707959 0.036796012 3.488818117 1.071497566
TCGA-VQ-A94U-01A Tumor 0.815542092 3.242250294 2.291645493 0.34306865 0.375054028 3.68174425 2.220171787
TCGA-CG-5717-01A Tumor 0.556331697 2.166505616 2.085678311 0.265216773 0.539329198 5.476761711 1.638659157
TCGA-BR-A4CR-01A Tumor 0.311930067 0.320176882 2.572932144 1.723686234 0.485327185 3.493720551 0.548486249
TCGA-HU-8249-01A Tumor 1.102356332 0.562543358 4.370634549 0.090980029 0.143505159 3.406393032 1.081255586
TCGA-BR-6454-01A Tumor 0.725018201 2.948267512 3.846877021 0.164451018 1.378785231 4.063344031 1.666204038
TCGA-BR-8295-01A Tumor 0.831938124 0.997926343 0.866387587 0.382427466 0.178438817 2.593378282 1.55321713
TCGA-BR-7722-01A Tumor 0.713876713 5.299977479 2.07342942 0.344730092 1.004749543 3.008241897 1.301644112
TCGA-HU-A4HB-01A Tumor 0.751186513 3.172507533 3.429691496 0.986387307 1.557239772 3.028828681 1.722753138
TCGA-BR-7958-01A Tumor 1.416865472 2.529843541 3.900949919 0.40954048 1.692452296 4.307953235 0.993534243
TCGA-BR-7197-01A Tumor 3.026373225 1.162868379 2.486507839 1.568384765 0.610856593 4.594310688 1.608695373
TCGA-VQ-A94P-01A Tumor 2.906654017 3.274846305 5.603475664 0.21815934 2.651620943 3.089495422 2.657682487
TCGA-D7-8575-01A Tumor 0.711934132 5.06763848 2.577858071 0.188713031 0.432424974 2.146351218 1.020224705
TCGA-VQ-A8E0-01A Tumor 0.218735056 3.429634421 2.859741135 0.139581713 2.530508501 4.243596026 1.369454984
TCGA-VQ-A8PP-01A Tumor 1.196001 0.5114453 2.741775 0.2560013 0.1352637 2.819331 0.7891131
TCGA-BR-8372-01A Tumor 0.984379128 2.693621943 2.272315754 0.085407425 0.153479122 2.459249228 0.491329664
TCGA-VQ-A91Y-01A Tumor 2.313837322 2.696111937 5.157814604 0.425979481 1.442474 2.746463364 1.437277334
TCGA-IN-A6RL-01A Tumor 1.197591895 4.228484862 2.542367344 0.562425878 0.986548593 3.713471004 1.128252592
TCGA-CG-5732-01A Tumor 0.3293246 3.836962 2.774348 0.362716 1.805546 3.755871 1.267335
TCGA-RD-A8MW-01A Tumor 0.866863096 2.158388638 3.432791058 0.142502447 2.274165995 3.304226674 0.88213275
TCGA-KB-A6F7-01A Tumor 0.766425706 1.532141876 2.878310856 0.966574512 0.062076036 2.881132332 0.992486874
TCGA-BR-8382-01A Tumor 0.996506592 3.881628818 3.10721787 0.141069734 0.187429062 2.810136831 1.476122332
TCGA-BR-8060-01A Tumor 2.865429236 1.829052848 2.570229591 0.93762131 1.020865559 3.227587008 2.481575116
TCGA-HU-A4GF-01A Tumor 1.36954 2.616538 3.149865 0.009429756 0.5326351 4.10749 1.721296
TCGA-R5-A7ZI-01A Tumor 0.12340956 2.606398211 0.377489707 0.029645556 0.014243327 3.061041955 0.708972103
TCGA-BR-8588-01A Tumor 1.210256789 2.193493753 3.780099901 0.331248905 0.428119079 3.030366063 2.135880995
TCGA-CD-5801-01A Tumor 0.316455779 3.477606162 1.2111961 0.026577541 0.005331323 3.433576874 1.012249724
TCGA-CD-5800-01A Tumor 0.249893375 2.340270994 0.784831104 0.035523563 0.042340269 2.911309448 1.68071809
TCGA-CG-4462-01A Tumor 1.44904143 3.55664507 3.393401336 0.525955385 1.565791801 3.343363542 2.072490099
TCGA-CD-8530-01A Tumor 1.241600265 4.177242607 2.602953128 0.809914 0.519255519 3.788047925 2.916830639
TCGA-VQ-A8PX-01A Tumor 0.391461954 4.230095184 1.720071972 0.03215389 0.539633486 3.560325437 0.990870372
TCGA-D7-8578-01A Tumor 1.868535316 3.217099419 4.53553166 1.141669634 1.91060132 3.175968626 1.092957136
TCGA-BR-6458-01A Tumor 1.496269 3.357097 2.781342 0.3707743 0.3178205 3.019827 2.318389
TCGA-VQ-A8PB-01A Tumor 0.7970482 2.601381 5.064992 0.2179054 0.006783045 2.441644 0.7530935
TCGA-D7-6822-01A Tumor 4.448854983 1.495886649 2.044834322 2.831964999 0.710417035 6.264131354 1.461375541
TCGA-BR-8284-01A Tumor 1.044673975 1.6831893 3.649188289 0.137789976 2.550900258 3.731391849 2.224688548
TCGA-3M-AB47-01A Tumor 1.098889176 1.593390687 4.378377339 0.466753154 0.234701274 3.465388485 2.950319564
TCGA-BR-8381-01A Tumor 1.10347197 2.039780084 2.383554936 0.194117557 1.255384704 2.745057267 1.286031191
TCGA-BR-4191-01A Tumor 1.187516384 2.120231807 3.939793287 0.299720734 0.529625425 4.449225049 1.042543128
TCGA-MX-A666-01A Tumor 0.818763254 2.828879867 1.86525394 0.615115227 0.098391325 3.223517711 2.336953736
TCGA-CD-A486-01A Tumor 0.240164937 3.269475173 2.068928076 0.343801983 0.254873335 3.748738017 0.970921936
TCGA-BR-8077-01A Tumor 0.606516781 1.189708945 2.676699421 0.096495714 0.198126851 3.955756507 1.659799108
TCGA-MX-A663-01A Tumor 1.295718 3.325876 4.187002 0.8371021 0.7800354 3.583415 3.324734
TCGA-R5-A7O7-01A Tumor 0.540326529 2.007602718 1.407062353 0.099769238 0.234422785 3.750046436 0.701671031
TCGA-VQ-A8DZ-01A Tumor 0.5019263 4.120438 2.570922 0.7100363 0.4869014 3.36606 1.345823
TCGA-BR-A44T-01A Tumor 2.171675372 2.605084599 4.07076203 0.753088148 1.585379257 1.712235874 1.468598108
TCGA-HU-A4H6-01A Tumor 0.481619541 3.039718863 1.493515223 0.21020782 0.061288874 3.745157222 2.055125249
TCGA-BR-A4CS-01A Tumor 0.9709531 1.914282 2.320955 0.07697631 0.9519857 3.464356 1.661869
TCGA-CG-4438-01A Tumor 2.272986408 2.327628537 2.88348591 1.338690609 0.472171834 1.8378065 0.572066979
TCGA-RD-A7BW-01A Tumor 2.36891042 2.629037232 4.676220863 0.65327058 1.157029412 2.885989338 1.397103162
TCGA-D7-8570-01A Tumor 0.545300493 2.744661281 2.684238423 0.107452084 0.203850643 4.26102742 0.974975104
TCGA-BR-4368-01A Tumor 2.805810457 3.039543155 4.030005123 0.673127476 0.808959605 2.103774633 1.796570402
TCGA-CG-5720-01A Tumor 0.4694241 2.370338 2.524386 0.09574594 0.01679771 3.37344 2.011199
TCGA-D7-8579-01A Tumor 2.304196067 3.055137913 4.479091748 0.523321821 1.662610192 2.908841933 2.338908589
TCGA-IN-A6RO-01A Tumor 0.6163783 1.590592 4.669849 0.002290095 1.09423 2.889296 0.4166468
TCGA-VQ-AA69-01A Tumor 2.294108 1.24858 1.686808 0.0472187 0.002604315 4.521007 0.4642136
TCGA-IP-7968-01A Tumor 1.18188 4.984046 3.296329 0.08432647 0.9381299 4.087467 2.303319
TCGA-BR-8371-01A Tumor 2.8776404 3.757184541 4.087066255 2.124375845 3.02293125 2.470828026 2.022997096
TCGA-KB-A93J-01A Tumor 0.875837139 1.941045437 3.072161717 0.075773007 2.156471938 3.504748286 1.429318621
TCGA-D7-A4YU-01A Tumor 2.063639048 3.259575532 4.4608621 0.218616946 0.924508037 2.823378879 2.04255988
TCGA-BR-6705-01A Tumor 1.038298247 2.900775513 3.64566018 0.49186915 0.951779151 4.168917332 4.161165329
TCGA-BR-6803-01A Tumor 1.879246 2.717687 4.102304 0.4707789 1.231517 3.675672 3.010725
TCGA-D7-A6EX-01A Tumor 6.050786 3.036801 6.044327 2.743125 0.9005351 3.932199 0.6085336
TCGA-HU-A4G9-01A Tumor 0.1595753 5.28807 0.3403798 0.0197615 0.006776058 2.836943 0.8722456
TCGA-BR-6564-01A Tumor 1.496590862 3.029448458 3.894481477 0.26655414 0.275988406 3.363952787 2.834366662
TCGA-D7-A4YX-01A Tumor 1.383958 5.157745 2.550326 0.04208807 0.0423404 3.336927 1.010928
TCGA-CG-4441-01A Tumor 0.5399682 3.240638 3.847987 0.1153327 0.6550857 3.586973 0.8950074
TCGA-VQ-A8DV-01A Tumor 1.942445321 2.004106499 2.02466913 0.949860375 0.035407351 3.511745974 1.115429722
TCGA-CG-5719-01A Tumor 0.58830405 2.81880645 3.242846613 0.285514866 0.64799186 3.688851827 1.425078517
TCGA-HU-A4GX-01A Tumor 1.342377967 2.713753734 4.273368526 0.187861109 0.303005856 2.546742304 0.886186244
TCGA-BR-8483-01A Tumor 1.070246571 3.72921454 3.309582341 0.117455966 0.639095315 2.799359941 0.799753767
TCGA-VQ-A8PC-01A Tumor 0.962254692 3.008823683 3.449828122 0.388967842 0.270040012 3.326448843 1.922492417
TCGA-CD-8526-01A Tumor 2.75320033 1.666904709 3.323253662 4.047264993 2.242766968 3.918581302 2.832770337
TCGA-BR-8380-01A Tumor 2.018217 3.214526 4.721365 0.4832167 1.363491 3.575319 1.83399
TCGA-VQ-A8PQ-01A Tumor 1.415177765 1.85611729 3.521551559 1.701964858 3.135158603 2.841257644 1.608991796
TCGA-BR-8291-01A Tumor 1.184943 2.553363 4.159287 0.9106767 0.1993307 3.624345 2.216754
TCGA-HU-A4GQ-01A Tumor 1.216920374 2.735380858 4.054753957 0.143067313 0.228057516 1.876328585 0.958619388
TCGA-BR-8081-01A Tumor 0.732473344 2.898670394 3.719736897 0.270137247 0.139058075 3.03789501 1.664248393
TCGA-HU-A4H4-01A Tumor 1.586466 1.82869 3.419984 0.06524 0.02197978 3.688176 1.566526
TCGA-VQ-A91K-01A Tumor 0.701677 4.057422 2.851649 0.07834751 0.4482536 3.138717 1.015119
TCGA-R5-A7ZE-01B Tumor 1.211488 2.341332 2.674655 0.0157871 0.03743958 4.755514 0.3228275
TCGA-BR-4367-01A Tumor 1.112890065 2.586554295 3.882900983 0.321071918 0.750927961 3.202550761 1.146288469
TCGA-BR-8297-01A Tumor 2.327849306 2.602756897 4.706686662 0.659324768 1.594581357 2.66196514 2.02751608
TCGA-BR-8687-01A Tumor 0.6432743 4.031101 2.007246 0.3557831 0.7159618 3.36718 1.223462
TCGA-BR-8683-01A Tumor 3.050917169 3.503416035 5.128847446 0.261488514 0.536375552 4.148527523 2.120778249
TCGA-F1-A72C-01A Tumor 0.739025063 2.787533441 4.047641053 0.227383661 0.339662407 3.554120709 1.532078908
TCGA-VQ-A8PM-01A Tumor 0.897091313 3.290353574 3.653633766 1.439687617 1.661737657 3.713296756 2.215429254
TCGA-VQ-A925-01A Tumor 0.6858951 3.953715 3.498419 0.1635345 0.3988967 2.851165 1.424987
TCGA-IN-7808-01A Tumor 1.891662595 1.03730903 2.403261061 2.361808936 0.305003452 2.725390668 1.530478617
TCGA-HU-A4G8-01A Tumor 0.608693755 3.17701403 2.965114114 0.152312149 0.208146993 3.103584164 1.06336513
TCGA-CD-A48A-01A Tumor 0.989641278 2.845248372 2.681126364 0.270661933 1.199705715 2.205555188 0.76140304
TCGA-B7-A5TJ-01A Tumor 0.9022934 3.277641 3.096667 0.03885896 0.1685718 3.291315 1.069075
TCGA-IN-8462-01A Tumor 0.932895484 3.496937542 2.711421183 0.211856053 1.293639808 4.347355311 1.771494371
TCGA-BR-4294-01A Tumor 0.1751223 1.229317 1.119145 0.06609572 1.152652 1.641892 0.8281018
TCGA-BR-A4J4-01A Tumor 2.170208386 4.482231271 4.920350989 0.106800477 0.728821603 3.327186654 0.739869113
TCGA-IN-7806-01A Tumor 0.622760413 3.059874877 3.645457402 0.130679987 0.879915385 3.997686737 2.34787044
TCGA-VQ-AA6F-01A Tumor 0.9762021 3.681372 4.327504 0.1533553 2.933124 3.684511 1.333535
TCGA-BR-A4J8-01A Tumor 1.66036106 3.164610142 3.774383584 0.26047664 0.360689333 3.087742575 1.935377792
TCGA-BR-6707-01A Tumor 0.264970572 2.613814549 1.898067086 0.052691138 1.450594458 3.649117692 1.504507238
TCGA-HU-A4GC-01A Tumor 0.839668959 2.996358274 2.990123012 0.289903447 1.285797217 2.711436741 1.419715995
TCGA-BR-8682-01A Tumor 1.658057 4.011754 4.869761 0.6398398 1.22938 2.991473 2.157898
TCGA-HU-A4H0-01A Tumor 0.1954525 2.097054 2.845189 0.0829983 0.01325216 4.34592 1.299959
TCGA-BR-8677-01A Tumor 2.038649289 3.101007707 3.763084458 0.404288961 0.417569838 3.799483446 3.905616493
TCGA-FP-7998-01A Tumor 1.685827 3.755316 3.249379 0.2442458 0.5586458 4.425912 2.198594
TCGA-D7-8574-01A Tumor 1.064130323 2.346850556 3.712636986 0.726242509 0.365618954 3.010058241 2.212161466
TCGA-VQ-A8P5-01A Tumor 0.811619091 2.816350209 3.847137738 0.447403812 1.230563998 3.253034617 1.265373949
TCGA-CD-8532-01A Tumor 0.759960175 2.185283315 3.461973777 0.319960256 1.235622038 2.885976163 1.382301478
TCGA-VQ-A91A-01A Tumor 1.374345 3.902042 3.207217 0.4994623 0.7897682 3.677264 1.602791
TCGA-CG-4466-01A Tumor 0.597073098 1.293318708 2.572489457 1.572621509 0.67453873 2.064823396 0.323180198
TCGA-BR-8369-01A Tumor 1.814888522 4.004500304 3.703890658 0.30488276 1.170067994 2.732583953 2.599173907
TCGA-D7-A4Z0-01A Tumor 1.490160741 4.179017864 3.755110469 0.562785054 1.214488256 4.588171863 2.247331588
TCGA-CG-4444-01A Tumor 0.835763222 1.417905234 2.540475467 0.218486461 0.803576374 2.173592187 1.406591555
TCGA-BR-7715-01A Tumor 3.593798197 2.168691542 2.106533791 0.338272673 0.21477584 4.106683008 1.489850007
TCGA-BR-8590-01A Tumor 2.301026036 2.678508085 4.371208314 0.867445623 1.405979002 2.753990363 2.18533096
TCGA-VQ-A927-01A Tumor 0.999568385 4.042822443 3.194689296 0.2724281 0.083874399 3.639321449 1.994786183
TCGA-D7-A6EV-01A Tumor 0.3882407 4.827751 3.180008 0.1104833 1.400939 3.614315 1.087342
TCGA-D7-A748-01A Tumor 1.029959683 2.302407569 5.070838698 0.747756573 1.459838371 2.811366495 1.925637951
TCGA-VQ-A91U-01A Tumor 1.009765606 3.765556173 3.927224491 0.083478485 0.166804717 4.207551631 1.412085076
TCGA-IN-8663-01A Tumor 1.634578 4.473471 6.480933 0.0103753 0.1448704 4.668333 0.4830663
TCGA-CG-4477-01A Tumor 1.93565655 2.504399766 2.922328223 0.483535437 0.399406695 4.631779374 1.15662087
TCGA-CG-4460-01A Tumor 0.65891134 2.718746658 2.555019149 1.112653614 0.209293229 2.863646732 1.21087504
TCGA-RD-A8N5-01A Tumor 1.337447623 3.546970365 2.941969508 0.087962696 1.50853324 4.014211571 1.845073681
TCGA-BR-4363-01A Tumor 1.457980389 1.315968685 3.171547866 2.543815192 2.283916304 2.899513704 0.726052769
TCGA-D7-A6EZ-01A Tumor 2.411207 3.895425 2.660239 0.1388036 0.02050613 3.922762 0.3130663
TCGA-IN-A7NT-01A Tumor 2.91324794 1.313807823 6.589516411 0.302031323 1.813989942 3.247854044 0.257589979
TCGA-VQ-A8PD-01A Tumor 1.149639287 3.00054468 2.770045453 0.555181457 0.575945895 3.615866099 2.126211818
TCGA-VQ-A924-01A Tumor 0.434719963 3.417660439 3.669892663 0.026730278 0.058652699 2.833405003 1.001054639
TCGA-IN-A6RN-01A Tumor 1.513373245 4.956728098 3.268909362 0.51606787 0.282539771 3.90230689 1.23104693
TCGA-HU-A4GH-01A Tumor 0.470165863 2.95096698 3.810290694 0.807466826 0.490201716 3.243704581 0.781122483
TCGA-HU-A4H8-01A Tumor 0.2352173 2.511705 2.178387 0.04098654 0.01879883 2.538962 1.39105
TCGA-BR-4370-01A Tumor 2.447075586 2.333969495 4.387745934 0.934489805 0.715475696 2.785908065 1.207813775
TCGA-FP-A9TM-01A Tumor 0.581207 3.356705 3.090762 0.3286333 1.05815 2.49606 1.111386
TCGA-BR-6852-01A Tumor 0.877571057 4.281936328 2.016944797 0.144932013 0.062181197 5.180253982 1.827953374
TCGA-CG-4476-01A Tumor 1.986112067 2.388819272 4.295598374 0.997844941 1.301106034 3.670119893 1.963384057
TCGA-VQ-A8DU-01A Tumor 1.997070671 2.01807414 3.302227944 1.611372423 2.510909456 3.153176815 1.184340778
TCGA-CG-4443-01A Tumor 0.142903267 3.36959046 1.343273298 0.046531971 0.042819101 4.078330331 0.917180166
TCGA-BR-4257-01A Tumor 1.8125 3.284408 2.706983 0.1875158 0.02245521 2.788603 0.9231599
TCGA-D7-6815-01A Tumor 0.627507871 1.999236841 3.975310412 0.101468805 0.050626213 3.660841147 0.833119068
TCGA-BR-A4J9-01A Tumor 2.434034579 2.385616686 5.125573919 0.373723794 0.579740201 2.519146191 2.53061305
TCGA-BR-7723-01A Tumor 0.5481488 3.181986 2.462444 0.3407627 0.03746128 3.611465 3.156063
TCGA-RD-A8NB-01A Tumor 1.813913301 3.685591592 3.977699044 0.178259763 1.021523189 2.906231534 2.030601541
TCGA-D7-6520-01A Tumor 1.688533 1.394036 4.797135 0.04114269 4.378933 3.434748 1.379089
TCGA-BR-6452-01A Tumor 0.578756363 4.252123864 3.265285598 0.097770938 0.670949128 3.121735573 1.382701275
TCGA-IN-A6RR-01A Tumor 0.887838017 4.136092787 3.709633874 0.161197487 1.213619675 3.525163141 1.065288517
TCGA-VQ-A928-01A Tumor 0.834883 3.953051 2.512865 0.06820104 0.1624355 5.845057 1.33201
TCGA-BR-A4J7-01A Tumor 1.886256963 2.836116442 4.612714873 0.179253789 1.863374628 2.211754141 2.238173544
TCGA-BR-8059-01A Tumor 1.130189008 4.798647547 3.149175074 0.133312927 0.441824629 3.339128907 1.078369597
TCGA-VQ-A8DT-01A Tumor 0.485804027 3.749997629 3.213244053 0.18892729 0.113385065 2.791212659 0.675380314
TCGA-VQ-A8P8-01A Tumor 1.443544263 3.708614741 4.107844147 0.901211041 0.702947339 3.241441833 2.215508315
TCGA-VQ-A91D-01A Tumor 0.2015516 3.826989 2.904137 0.1041694 0.002223404 3.411709 0.4139346
TCGA-BR-7901-01A Tumor 1.123011332 3.08818073 3.580712711 0.615076796 1.68760855 4.005573649 2.281382066
TCGA-CG-4306-01A Tumor 1.381822735 3.173588893 3.47874835 0.197974513 0.088026246 2.433389182 0.728868821
TCGA-BR-6565-01A Tumor 0.8861372 1.738328 3.863774 0.8588156 0.2223382 3.466895 1.524099
TCGA-BR-7704-01A Tumor 0.798481387 1.222650643 0.718077766 0.108219421 1.207101961 4.611390083 1.655404944
TCGA-CG-4436-01A Tumor 1.213049 0.8554465 4.137909 0.01771867 0.06543453 4.040544 0.3020501
TCGA-HU-A4G2-01A Tumor 0.5004366 3.350647 2.134837 0.01872161 0.8219181 3.712097 1.065384
TCGA-VQ-A94T-01A Tumor 0.6754407 3.982597 3.506484 0.03453194 0.6601788 4.11358 0.924743
TCGA-VQ-A8PU-01A Tumor 0.5169809 4.583338 3.797617 0.02195526 0.2903077 3.276899 0.8362217
TCGA-VQ-A8PJ-01A Tumor 0.682241791 3.338710447 3.394434759 1.209630114 1.052503612 3.888673555 0.878477261
TCGA-IN-A6RI-01A Tumor 0.1181326 3.829541 0.9077773 0.07880347 1.665936 4.290094 0.8559158
TCGA-IN-A7NU-01A Tumor 0.986536146 5.913750752 4.175180428 0.045420975 0.28278 2.677285689 0.886792567
TCGA-CD-8534-01A Tumor 1.07492996 2.505578695 3.214078508 0.292732212 0.265612513 2.392161054 2.133318765
TCGA-VQ-AA68-01A Tumor 1.222582 3.388123 4.253003 0.08075854 0.8128144 4.726192 1.50404
TCGA-FP-8631-01A Tumor 0.683774921 3.097110492 2.544659798 0.215484799 0.859140967 3.275678327 1.365504973
TCGA-D7-A6EY-01A Tumor 1.43467 3.958112 3.417802 0.1319295 0.6105051 3.902136 1.572472
TCGA-D7-6526-01A Tumor 0.933817416 3.207039171 3.318082097 0.261997425 3.798876318 1.927938896 1.135778264
TCGA-BR-8364-01A Tumor 1.966567674 3.329952948 4.76462949 2.271976199 1.549515921 2.995876183 2.296321149
TCGA-BR-6563-01A Tumor 1.319872 3.162772 3.779765 0.6032088 0.5537031 2.751118 2.858645
TCGA-BR-8676-01A Tumor 0.868585786 1.589702672 4.43459216 0.120233188 0.243753872 1.922788112 0.586986388
TCGA-CG-5721-01A Tumor 2.216479938 0.824726155 3.879840111 0.106681077 0.024812327 3.017940125 1.513742077
TCGA-HF-7133-01A Tumor 3.707496764 5.060224701 3.068940083 0.422492524 0.319458832 3.612241529 1.882421984
TCGA-CD-8528-01A Tumor 0.191428542 2.862391046 2.631908822 0.214166702 0.394083798 2.234906443 0.658095467
TCGA-HU-8244-01A Tumor 0.370961995 2.229410349 2.449515401 0.020204231 0.0360093 4.200920881 0.536067296
TCGA-CD-5813-01A Tumor 1.250586 1.819686 4.128481 0.3170105 0.6794422 3.700488 3.319423
TCGA-BR-8484-01A Tumor 0.619402336 2.625722111 2.331403309 0.260326014 1.75279983 3.693773063 1.676499945
TCGA-BR-6457-01A Tumor 1.561369466 3.102765447 3.965483527 0.404545081 0.850331617 3.319848909 2.52363274
TCGA-FP-7916-01A Tumor 1.040138 4.29032 2.867253 0.2394974 0.366362 3.53875 2.229505
TCGA-BR-4187-01A Tumor 2.375935893 2.55009907 4.693070087 0.36621535 1.161742044 3.018993151 1.370335121
TCGA-KB-A93H-01A Tumor 0.3558624 4.141567 2.344007 0.02343364 0.1309661 2.161633 0.673256
TCGA-BR-8592-01A Tumor 2.370944 2.935553 4.698839 0.9920635 1.692713 3.145616 2.667223
TCGA-BR-4366-01A Tumor 1.368536012 1.89436034 3.679247353 0.36651501 1.240635376 3.806846516 0.920929583
TCGA-BR-7851-01A Tumor 0.7227592 3.67234 3.878413 0.1049021 0.3909773 2.808926 1.527854
TCGA-SW-A7EA-01A Tumor 3.120073 4.317473 3.774933 0.5419694 0.03733677 4.721167 0.3411366
TCGA-CD-5803-01A Tumor 1.520788808 2.65622331 3.867653473 0.17680938 0.766351925 3.500620296 2.687236316
TCGA-D7-6525-01A Tumor 3.780733 3.698342 5.569718 0.1381063 3.022353 2.718937 0.7271086
TCGA-RD-A8N9-01A Tumor 2.059083679 2.627365865 2.757114612 0.895869836 0.931468475 4.101708624 2.170556064
TCGA-BR-4279-01A Tumor 1.266757 1.555858 4.783911 0.8365347 0.8041678 2.128082 1.309666
TCGA-BR-8080-01A Tumor 1.935243589 2.85182438 3.84401359 0.287203492 0.771558627 3.45133926 2.191730731
TCGA-BR-A4PF-01A Tumor 0.559682426 1.460948942 5.007308613 0.009127485 0.008725081 3.358686995 0.896706505
TCGA-HU-A4G3-01A Tumor 0.50014841 4.679153621 1.847138316 0.157006765 0.192734276 3.587090452 1.361639827
TCGA-CD-8531-01A Tumor 0.7905349 0.2333172 0.7912916 0.148216 0.02312529 1.908119 1.07067
TCGA-R5-A7ZF-01A Tumor 2.393267104 2.395231369 3.681226285 1.826620442 1.23166703 3.375924953 0.530415702
TCGA-CD-A487-01A Tumor 1.826746208 4.077834193 3.194445444 0.56315004 0.148626343 2.855645267 1.294507955
TCGA-BR-8384-01A Tumor 2.763102 3.580277 5.196303 0.8444206 1.98113 3.009055 2.761106
TCGA-VQ-A922-01A Tumor 1.035280788 3.197819269 2.785643076 1.173363462 0.607098734 4.542604626 1.975364265
TCGA-B7-A5TI-01A Tumor 0.512300181 2.500331676 3.698463536 0.122988531 0.180678567 3.627176687 1.854537871
TCGA-BR-8368-01A Tumor 0.241820974 2.909913756 4.168378977 0.038593881 1.226194958 3.761766929 1.428094588
TCGA-BR-4357-01A Tumor 0.835714795 2.782859916 2.526174727 0.250874954 0.771976829 2.470444585 1.310104549
TCGA-BR-4371-01A Tumor 1.00235677 2.408807915 3.940115357 0.033870868 0.051192856 3.595726913 0.388713797
TCGA-VQ-A91N-01A Tumor 1.301181 4.104016 3.018144 0.4728672 1.774923 2.946219 0.741594
TCGA-VQ-AA6J-01A Tumor 0.6295464 1.719132 3.8874 0.1254444 0.051952 4.009345 1.552667
TCGA-CG-5724-01A Tumor 2.231384219 2.519507203 5.363975863 0.085708038 0.148396082 2.847123186 0.636341478
TCGA-VQ-A94O-01A Tumor 0.926945262 2.614343031 4.589232297 1.506012748 0.028579469 3.301877502 0.999905309
TCGA-BR-8591-01A Tumor 0.6849949 3.63152 3.741881 0.07964988 0.1906528 4.206365 2.214967
TCGA-VQ-AA64-01A Tumor 1.146117 3.733337 3.667605 0.9597116 0.1090346 4.365559 1.786838
TCGA-FP-8099-01A Tumor 0.845822154 3.799585938 5.364087486 0.094432541 0.377429288 2.603288729 0.736904365
TCGA-F1-A448-01A Tumor 0.6829584 3.824563 2.081768 0.2357484 0.1002473 3.753196 1.96418
TCGA-VQ-A91V-01A Tumor 1.807529 5.142351 3.528629 0.04031713 0.9937077 2.614984 0.9407278
TCGA-RD-A8N0-01A Tumor 1.058342519 3.302072118 4.33710017 1.294795743 0.681841202 3.113228087 2.17949635
TCGA-CD-8525-01A Tumor 0.538279058 2.901421158 2.216583508 0.11439049 0.490875229 3.09609913 1.877687099
TCGA-FP-A4BF-01A Tumor 1.210351272 1.956381685 3.838592914 0.140037589 0.119944237 1.885840645 1.182872928
TCGA-FP-A8CX-01A Tumor 0.3879725 4.171744 3.440068 0.1726682 1.75142 3.383232 1.512573
TCGA-RD-A7BS-01A Tumor 1.63620727 3.19009981 3.42106676 0.71214218 1.0479017 3.98271309 1.30355754
TCGA-BR-7716-01A Tumor 1.385922 3.295404 3.387877 1.031207 0.6938666 3.164252 1.310536
TCGA-BR-8366-01A Tumor 1.329605209 4.608370848 3.785656262 0.305470527 0.530596192 3.816377941 1.880145695
TCGA-VQ-AA6G-01A Tumor 0.3521321 4.796427 4.738453 0.04244572 1.591171 2.896521 1.141117
TCGA-CG-4465-01A Tumor 0.683991979 3.377289485 2.916306603 0.108555034 0.029626471 3.005799273 0.681223595
TCGA-HU-A4H5-01A Tumor 0.5803231 4.216781 2.909884 0.03882796 0.1173441 4.654317 0.9619794
TCGA-CG-4437-01A Tumor 1.503378 1.812456 3.957883 0.1854093 0.7499269 3.3343 1.042541
TCGA-CD-5804-01A Tumor 0.6676371 4.41537 3.014399 0.2783479 2.158988 4.428158 2.305763
TCGA-F1-6875-01A Tumor 2.588222513 5.579199145 2.380100195 1.224212447 2.741433179 5.254255605 1.565317611
TCGA-HF-A5NB-01A Tumor 0.4444563 3.887945 1.2281 0.01991851 0.003988177 4.02035 0.696596
TCGA-BR-8365-01A Tumor 2.311381128 3.284599679 4.637983951 0.793106245 2.26397213 3.213997529 2.502043904
TCGA-CD-8527-01A Tumor 0.598441536 3.22166577 3.143461609 0.193345208 1.838256598 2.117053963 0.739084432
TCGA-D7-A6F0-01A Tumor 0.2823409 3.192723 1.044878 0.3397545 0.05788041 3.180436 1.103288
TCGA-BR-7957-01A Tumor 1.9686025 2.234906101 4.714260202 0.385644658 0.842811581 3.60980803 2.550191273
TCGA-IN-AB1X-01A Tumor 0.4308684 2.952534 6.561791 1.042488 0.297891 3.735652 1.03136
TCGA-BR-8678-01A Tumor 2.936808123 4.632299605 1.347129897 1.985033389 0.322412641 6.169225521 1.347091822
TCGA-D7-6528-01A Tumor 0.259943978 1.076398285 2.014368757 0.053732689 0.063966917 3.266679474 1.492671835
TCGA-HU-8238-01A Tumor 0.539973309 4.217545158 1.783760022 0.216581094 0.186256993 3.359166397 1.401934146
TCGA-BR-8367-01A Tumor 1.733730397 2.218571819 4.061802653 0.497377899 1.18370799 4.025620393 3.477683566
TCGA-BR-7196-01A Tumor 1.557080958 4.05591665 3.210807611 0.786573724 1.125600892 4.154121935 2.99144841
TCGA-FP-7829-01A Tumor 0.861595145 2.322096901 3.195232664 1.12470888 0.574305219 3.661960065 1.546208162
TCGA-B7-A5TN-01A Tumor 0.8008817 3.270453 3.185135 0.1486961 1.010691 3.086995 1.261443
TCGA-VQ-A8E3-01A Tumor 3.081853876 2.324861429 5.311036769 0.092768155 0.178222731 4.309337193 1.337111562
TCGA-CG-5725-01A Tumor 0.4610466 0.9129562 0.9652833 0.7975421 0.5906692 5.552512 2.269484
TCGA-CG-4305-01A Tumor 1.293942682 3.480931833 3.731845157 0.157971372 0.203254544 2.15393282 0.95970696
TCGA-BR-6455-01A Tumor 0.4912628 2.004779 3.168478 0.245262 0.8164237 3.575696 1.79836
TCGA-BR-6802-01A Tumor 2.237238626 4.452667605 3.812924393 0.083782973 0.160953263 3.717150264 1.508182267
TCGA-BR-6709-01A Tumor 1.304852212 2.674542128 5.469953402 0.297723304 0 4.116781791 1.795026969
TCGA-B7-A5TK-01A Tumor 2.790247958 3.519553853 4.212066662 0.39232793 1.184435234 3.565883261 0.760004212
TCGA-CD-A4MH-01A Tumor 1.774527356 1.622508897 4.772584753 0.812929017 0.017353637 1.977078392 1.183384008
TCGA-BR-6710-01A Tumor 0.5014603 3.935222 3.124447 1.085884 1.370884 3.750042 1.164421
TCGA-CD-A4MG-01A Tumor 0.408558629 2.178586719 3.737932171 0.144706044 0.052687207 2.599139911 1.181994138
TCGA-D7-6522-01A Tumor 0.798488815 2.378189553 2.991099653 0.270286941 0.539210361 3.850417526 2.990314693
TCGA-F1-6177-01A Tumor 0.2202665 3.013336 3.940706 0.07485968 0.003056683 2.81519 0.8385951
TCGA-BR-4201-01A Tumor 1.110776878 3.109884788 3.77500545 1.044152598 0.401822683 2.446268874 1.255959157
TCGA-BR-4361-01A Tumor 0.779057622 1.741402136 4.321662528 0.257431201 0.081812558 1.888489023 0.931193544
TCGA-FP-8209-01A Tumor 2.889732937 2.818123064 5.429383674 0.732365581 2.388310001 2.758715616 2.586911179
TCGA-FP-8210-01A Tumor 2.030933 3.10078 4.50584 0.6445545 1.182579 3.603971 3.200544
TCGA-HU-8604-01A Tumor 0.609605188 0.537240551 2.822012706 0.059819904 0.053715488 3.234445189 1.240157146
TCGA-CG-4301-01A Tumor 2.218155132 1.703825126 4.443193429 0.673154255 1.630769396 2.55554707 1.121711676
TCGA-RD-A8N1-01A Tumor 1.309181 3.734235 2.729353 0.6946352 0.1675522 3.652386 1.51391
TCGA-BR-A44U-01A Tumor 0.739773439 0.596297329 4.181761098 0.065296845 0.070783958 2.699349074 0.934189207
TCGA-CG-4469-01A Tumor 0.7742638 2.868779193 3.174743693 0.043350481 0.034632865 2.138822181 0.676936038
TCGA-VQ-A8PH-01A Tumor 0.567102886 1.573253848 2.591524721 1.31473129 0.054552265 3.73145119 1.379976033
TCGA-D7-8576-01A Tumor 0.332246598 4.84088537 2.297837093 0.164890522 0.54804524 3.290941576 1.746987059
TCGA-VQ-AA6K-01A Tumor 1.177972 3.738059 3.807585 0.1387071 2.105817 2.551715 0.9610002
TCGA-HU-8602-01A Tumor 0.2581841 1.520774 1.227869 0.04589277 0.00265045 3.156918 0.6751625
TCGA-BR-8485-01A Tumor 1.115993514 2.905874987 3.479161586 1.012255113 0.266713281 3.209123224 2.096609624
TCGA-VQ-A8E7-01B Tumor 0.6447984 4.328037 4.606298 0.03490118 0.05942971 3.721924 0.8580082
TCGA-HU-A4GJ-01A Tumor 0.834695788 2.582885915 2.105243083 0.885781447 0.315376081 3.010376189 2.047131539
TCGA-BR-8686-01A Tumor 1.158944114 4.594707674 2.072299064 0.666513749 0.859441244 3.846932806 2.550616601
TCGA-BR-8589-01A Tumor 0.299837005 4.46578646 0.777378941 0.072159293 0.124476432 5.430430039 1.084920012
TCGA-RD-A8N6-01A Tumor 1.745753522 2.782853686 4.125771095 1.291744276 1.475206641 2.097827391 1.347060662
TCGA-D7-6524-01A Tumor 1.292202 2.626183 2.994016 0.2596061 0.3947698 3.865072 2.298185
TCGA-CG-5722-01A Tumor 0.708129097 1.912695379 0.983120356 0.448930014 3.991809012 4.042070674 1.80999881
TCGA-BR-8486-01A Tumor 0.773641359 1.757355271 3.445912712 1.457513348 0.021024886 4.337748026 2.08308575
TCGA-VQ-A8PE-01A Tumor 1.060654 3.728101 3.449671 0.5654644 0.06373691 2.722304 1.161948
TCGA-CD-8535-01A Tumor 3.448642876 4.276271395 1.606701787 2.840838724 0.236497622 5.280592404 0.784406031
TCGA-VQ-A91X-01A Tumor 0.359045889 1.41689163 3.070594051 0.457168576 0.057002862 1.454710017 0.087927127
TCGA-BR-A4J5-01A Tumor 2.087054183 3.381186476 4.979104033 0.346152265 0.516752213 3.381307324 2.216084871
TCGA-CD-5798-01A Tumor 1.699647 5.214393 3.643966 0.2980557 1.10999 2.955222 1.320082
TCGA-ZQ-A9CR-01A Tumor 0.622380483 1.562572702 2.702620809 0.17208745 0.406864945 4.176158392 1.368609533
TCGA-D7-6527-01A Tumor 0.685830271 4.377225119 1.914074929 0.117855636 1.354495506 4.442611381 1.933994743
TCGA-BR-8289-01A Tumor 0.7970905 4.1166 2.664657 0.5995189 0.2188737 3.395177 2.245448
TCGA-BR-6801-01A Tumor 1.038954242 2.892986978 3.569035406 0.168670789 0.349912857 4.133195699 1.389112671
TCGA-CG-5734-01A Tumor 0.570689422 3.486578755 2.881354044 0.225528707 0.68820322 3.915146468 1.312834952
TCGA-R5-A805-01A Tumor 0.904367341 3.374181277 3.451089337 0.259143294 2.099891794 4.22670539 1.146024854
TCGA-3M-AB46-01A Tumor 0.929336194 3.034687288 3.440491832 0.038699329 0.638318835 3.410686195 0.847191739
TCGA-CG-5716-01A Tumor 0.468816 4.309629 2.472478 0.2241118 0.5884236 4.172238 1.48064
TCGA-BR-4253-01A Tumor 1.54830758 1.789903524 1.589092939 0.127839018 0.470029011 3.394961479 0.530175828
TCGA-BR-8058-01A Tumor 1.000026 1.919971 2.831898 0.4914572 1.265224 3.235061 2.32879
TCGA-VQ-A8P3-01A Tumor 1.277491098 5.012640985 2.492433597 0.211982331 0.084155239 5.264669824 1.809225156
TCGA-HU-A4H3-01A Tumor 3.259066475 5.068083504 3.72511999 0.063896873 0.059198283 2.945996538 0.956132045
TCGA-BR-4267-01A Tumor 0.419723925 5.002360572 1.544400487 0.042913474 0.063127975 4.661098229 0.804145884
TCGA-VQ-A8E2-01A Tumor 2.180529292 3.166737796 5.129316699 1.817312155 0.351384451 4.386931516 1.883820924
TCGA-MX-A5UG-01A Tumor 1.571898823 2.683611456 3.99258666 1.289054122 0.299388383 4.131193697 2.754382942
TCGA-RD-A8N4-01A Tumor 2.998312461 2.771108635 5.554762791 0.251474006 1.888839452 3.199874985 2.559988876
TCGA-IN-A6RJ-01A Tumor 0.226128517 0.892507644 1.316032256 0.012058536 0.245512202 5.822063898 0.504484659
TCGA-CG-5723-01A Tumor 3.580079 0.7067426 2.098517 0.5937615 0.3726365 2.667186 0.6921303
TCGA-VQ-AA6D-01A Tumor 0.644128773 2.95144263 3.310185935 0.618630161 2.603245488 3.15139191 0.644759971
TCGA-F1-6874-01A Tumor 0.600310017 3.62863408 4.708174875 0.103594363 1.841751492 4.157553869 1.252503129
TCGA-CG-4304-01A Tumor 1.043310125 3.718703321 3.472636511 0.136346451 0.125491852 2.691600726 1.030053443
TCGA-VQ-A923-01A Tumor 0.791169144 4.288717775 3.033498767 0.434594016 0.158728293 4.124312779 2.274151472
TCGA-VQ-A8PF-01A Tumor 0.6814642 3.529904 2.909804 0.1229827 0.3342978 4.561091 2.325173
TCGA-BR-8361-01A Tumor 0.582259393 1.500645105 2.191150455 0.065756039 0.056300031 3.229600864 2.323622601
TCGA-BR-8690-01A Tumor 1.091391477 2.483589445 3.795858334 0.501846744 0.782694464 2.292179431 0.483070808
TCGA-HJ-7597-01A Tumor 0.66829068 3.494525775 5.34984253 0.306765815 0.144536798 2.705735001 0.696418708
TCGA-RD-A7BT-01A Tumor 0.767497553 1.427138138 4.033558011 0.056017273 0.028953851 3.380870786 0.64540714
TCGA-MX-A5UJ-01A Tumor 1.99270593 2.790147673 3.144259148 0.178925791 0.55334595 3.47539643 1.836948663
TCGA-VQ-A91Q-01A Tumor 1.324762039 5.136629207 3.889440936 0.542963671 0.643017773 5.471155507 1.767477882
TCGA-D7-5578-01A Tumor 0.654636 1.388558 2.274012 0.1807723 0.0452988 3.308573 1.554252
TCGA-SW-A7EB-01A Tumor 0.653730759 3.611270752 2.546593943 0.452839824 0.463312472 2.85723383 1.408615166
TCGA-HU-A4GU-01A Tumor 0.2087343 4.18165 4.338861 0.02524666 0.02264258 2.5057 0.4558563
TCGA-D7-6521-01A Tumor 0.785078 2.768624 4.825989 0.4599257 4.324108 4.011548 2.672791
TCGA-IN-AB1V-01A Tumor 1.452058009 3.488256554 2.400881384 0.16487734 1.02692691 5.468461349 0.540523872
TCGA-HF-7134-01A Tumor 0.4566849 1.171188 4.485075 0.03026643 0.006077515 3.789074 0.9651072
TCGA-CD-A48C-01A Tumor 1.065703096 2.598547624 5.034841833 0.502737592 0.868358804 2.502134401 1.043504699
TCGA-HU-8610-01A Tumor 0.9027969 2.550445 1.668782 0.01597307 0.003832795 5.140346 0.9576618
TCGA-BR-8373-01A Tumor 1.053330298 4.112924751 5.044484498 1.426718227 0.229262247 3.843468942 1.715242724
TCGA-EQ-8122-01A Tumor 1.057794938 3.464942161 2.725877117 0.345323448 1.299983216 3.108786863 1.915344455
TCGA-B7-5818-01A Tumor 0.242827964 3.205541196 3.521393564 0.053252019 0.00539077 4.18342121 0.473191056
TCGA-D7-A6F2-01A Tumor 0.739902864 2.18106263 3.774562693 0.092956742 2.039759392 2.649974762 1.181131652
TCGA-RD-A7C1-01A Tumor 0.793228475 3.370873724 1.656217935 0.467553023 0.460650563 3.396348892 1.092408729
TCGA-HF-7131-01A Tumor 0.8002986 3.820362 3.220113 0.1298128 0.6948083 4.424932 1.345389
TCGA-CD-5799-01A Tumor 0.2614236 3.058876 2.898 0.2195201 0.04587698 3.944999 0.8317497
TCGA-VQ-A91S-01A Tumor 0.564048064 2.22221958 3.316148852 1.903319165 0.064633045 2.933151169 0.753028307
TCGA-HU-A4GY-01A Tumor 1.149567403 1.811285782 4.0182157 0.797354233 0.992232692 2.609103395 2.530788394
TCGA-HU-8608-01A Tumor 0.9521978 3.393566 2.490533 0.08182295 0.01723818 5.106018 1.429297
TCGA-CD-A489-01A Tumor 2.131037267 2.685309947 5.065883346 0.408453014 0.831509953 3.21127009 1.896915726
TCGA-BR-6566-01A Tumor 0.47232569 2.751577134 2.174634518 0.057873798 0 3.173049636 0.727161951
TCGA-BR-A4J6-01A Tumor 1.097417 6.463576 3.034636 0.3510019 0.1925431 4.381261 0.9474896
TCGA-BR-8286-01A Tumor 1.413375329 3.499440645 3.41280938 0.185038197 0.390010192 4.812241006 1.744870601
TCGA-CD-8529-01A Tumor 1.044818087 3.660512626 3.118415046 0.410159634 0.490848227 3.961382022 2.697189653
input.txt
代码:
library(reshape2)
library(ggpubr)
inputFile <- "input.txt" # 输入文件
outFile <- "boxplot.pdf" # 输出文件
setwd("") # 修改工作目录
# 读取输入文件
rt <- read.table(inputFile, sep = "\t", header = T, check.names = F, row.names = 1)
x <- colnames(rt)[1]
colnames(rt)[1] <- "Type"
# 把数据转换成gglpot2输入文件
data <- melt(rt, id.vars = c("Type")) # 将基因表达量根据“Type”进行融化
colnames(data) <- c("Type", "Gene", "Expression")
# 绘制boxplot
p <- ggboxplot(data, x = "Gene", y = "Expression", color = "Type",
ylab = "Gene expression",
xlab = "",
legend.title = x,
palette = c("blue", "red"),
width = 0.6, add = "none")
p <- p + rotate_x_text(60) # 旋转x轴文本60度
p1 <- p + stat_compare_means(aes(group = Type), # 将均值比较 P值添加到 ggplot
method = "wilcox.test",
symnum.args = list(cutpoints = c(0, 0.001, 0.01, 0.05, 1),
symbols = c("***", "**", "*", " ")), # 对P值进行符号数字编码
label = "p.signif") # 显示P值的显著性水平
# 输出图片文件
pdf(file = outFile, width = 6, height = 5)
print(p1)
dev.off()
4. 单个基因表达_临床特征分组
输入数据:
id Stage SEMA3A
TCGA-F1-6177-01A Stage I 0.2202665
TCGA-IN-A6RI-01A Stage I 0.1181326
TCGA-VQ-A8PX-01A Stage I 0.391461954
TCGA-HU-8610-01A Stage I 0.9027969
TCGA-IN-A6RJ-01A Stage I 0.226128517
TCGA-F1-6875-01A Stage I 2.588222513
TCGA-BR-8486-01A Stage I 0.773641359
TCGA-HU-A4G9-01A Stage I 0.1595753
TCGA-CG-4443-01A Stage I 0.142903267
TCGA-IN-A6RO-01A Stage I 0.6163783
TCGA-IN-A6RS-01A Stage I 0.3461303
TCGA-CG-5726-01A Stage I 0.1253805
TCGA-IN-AB1V-01A Stage I 0.452058009
TCGA-HU-8244-01A Stage I 0.370961995
TCGA-HF-7134-01A Stage I 0.4566849
TCGA-HU-A4GH-01A Stage I 0.470165863
TCGA-CG-5720-01A Stage I 0.4694241
TCGA-KB-A93G-01A Stage I 0.527477971
TCGA-VQ-A8DV-01A Stage I 0.942445321
TCGA-B7-5818-01A Stage I 0.242827964
TCGA-FP-8209-01A Stage I 0.889732937
TCGA-CG-4466-01A Stage I 0.597073098
TCGA-CG-4477-01A Stage I 0.93565655
TCGA-HU-A4H5-01A Stage I 0.5803231
TCGA-D7-A6F2-01A Stage I 0.739902864
TCGA-BR-4267-01A Stage I 0.419723925
TCGA-HU-A4H8-01A Stage I 0.2352173
TCGA-FP-7735-01A Stage I 0.6413326
TCGA-BR-8679-01A Stage I 1.286488303
TCGA-CG-5725-01A Stage I 0.4610466
TCGA-RD-A7C1-01A Stage I 0.793228475
TCGA-BR-8368-01A Stage I 0.241820974
TCGA-CG-4436-01A Stage I 1.213049
TCGA-CG-4442-01A Stage I 1.55303475
TCGA-SW-A7EA-01A Stage I 0.120073
TCGA-D7-A6F0-01A Stage I 0.2823409
TCGA-HJ-7597-01A Stage I 0.66829068
TCGA-CG-4304-01A Stage I 1.043310125
TCGA-D7-6528-01A Stage I 0.259943978
TCGA-D7-8578-01A Stage I 1.868535316
TCGA-VQ-A92D-01A Stage I 0.30548
TCGA-RD-A8N2-01A Stage I 3.535827105
TCGA-ZA-A8F6-01A Stage I 2.019519
TCGA-RD-A7BW-01A Stage I 2.36891042
TCGA-BR-7707-01A Stage I 0.2068636
TCGA-KB-A6F7-01A Stage I 0.766425706
TCGA-D7-6522-01A Stage I 0.798488815
TCGA-3M-AB46-01A Stage I 0.929336194
TCGA-F1-6874-01A Stage I 0.600310017
TCGA-BR-6710-01A Stage I 0.5014603
TCGA-HF-7131-01A Stage I 0.8002986
TCGA-D7-6822-01A Stage I 4.448854983
TCGA-BR-8678-01A Stage I 2.936808123
TCGA-CG-4437-01A Stage II 1.503378
TCGA-CD-5803-01A Stage II 1.520788808
TCGA-D7-6527-01A Stage II 0.685830271
TCGA-CD-5799-01A Stage II 0.2614236
TCGA-RD-A8N9-01A Stage II 2.059083679
TCGA-BR-7704-01A Stage II 0.798481387
TCGA-CD-5798-01A Stage II 1.699647
TCGA-CG-4305-01A Stage II 1.293942682
TCGA-HF-7132-01A Stage II 0.9201286
TCGA-CG-5717-01A Stage II 0.556331697
TCGA-KB-A93J-01A Stage II 0.875837139
TCGA-CD-8524-01A Stage II 0.559488
TCGA-CD-8532-01A Stage II 0.759960175
TCGA-CG-5718-01A Stage II 1.857829277
TCGA-CD-5813-01A Stage II 1.250586
TCGA-VQ-A924-01A Stage II 0.434719963
TCGA-CD-8530-01A Stage II 1.241600265
TCGA-CD-8534-01A Stage II 1.07492996
TCGA-D7-6524-01A Stage II 1.292202
TCGA-CD-8533-01A Stage II 2.163831687
TCGA-BR-7197-01A Stage II 3.026373225
TCGA-CD-8527-01A Stage II 0.598441536
TCGA-BR-4279-01A Stage II 1.266757
TCGA-BR-8286-01A Stage II 1.413375329
TCGA-VQ-A8PB-01A Stage II 0.7970482
TCGA-CG-5723-01A Stage II 3.580079
TCGA-CD-5800-01A Stage II 0.249893375
TCGA-MX-A663-01A Stage II 1.295718
TCGA-F1-A72C-01A Stage II 0.739025063
TCGA-CD-A489-01A Stage II 2.131037267
TCGA-BR-6852-01A Stage II 0.877571057
TCGA-IN-A6RN-01A Stage II 1.513373245
TCGA-BR-A44T-01A Stage II 2.171675372
TCGA-HU-A4GF-01A Stage II 1.36954
TCGA-CD-A4MG-01A Stage II 0.408558629
TCGA-VQ-A8E3-01A Stage II 3.081853876
TCGA-HU-A4GP-01A Stage II 0.435035046
TCGA-BR-A4J6-01A Stage II 1.097417
TCGA-BR-A4J9-01A Stage II 2.434034579
TCGA-BR-6454-01A Stage II 0.725018201
TCGA-MX-A666-01A Stage II 0.818763254
TCGA-VQ-AA6G-01A Stage II 0.3521321
TCGA-BR-8487-01A Stage II 0.223323997
TCGA-BR-6801-01A Stage II 1.038954242
TCGA-VQ-A8P5-01A Stage II 0.811619091
TCGA-BR-6457-01A Stage II 1.561369466
TCGA-CD-A48A-01A Stage II 0.989641278
TCGA-BR-6803-01A Stage II 1.879246
TCGA-BR-6453-01A Stage II 0.4805631
TCGA-CD-A486-01A Stage II 0.240164937
TCGA-CD-A4MH-01A Stage II 1.774527356
TCGA-HU-A4GT-01A Stage II 0.4896677
TCGA-BR-7715-01A Stage II 3.593798197
TCGA-FP-8099-01A Stage II 0.845822154
TCGA-D7-8573-01A Stage II 0.44381074
TCGA-BR-6707-01A Stage II 0.264970572
TCGA-BR-8365-01A Stage II 2.311381128
TCGA-BR-6566-01A Stage II 0.47232569
TCGA-BR-6452-01A Stage II 0.578756363
TCGA-HU-8604-01A Stage II 0.609605188
TCGA-BR-8366-01A Stage II 1.329605209
TCGA-IN-AB1X-01A Stage II 0.4308684
TCGA-IN-A7NT-01A Stage II 2.91324794
TCGA-IN-8462-01A Stage II 0.932895484
TCGA-CG-4475-01A Stage II 1.16838046
TCGA-BR-7851-01A Stage II 0.7227592
TCGA-EQ-8122-01A Stage II 1.057794938
TCGA-D7-8572-01A Stage II 1.556629128
TCGA-B7-A5TN-01A Stage II 0.8008817
TCGA-BR-A4J7-01A Stage II 1.886256963
TCGA-HU-A4G8-01A Stage II 0.608693755
TCGA-HU-A4H4-01A Stage II 1.586466
TCGA-VQ-A8P8-01A Stage II 1.443544263
TCGA-HU-8602-01A Stage II 0.2581841
TCGA-B7-A5TJ-01A Stage II 0.9022934
TCGA-BR-8588-01A Stage II 1.210256789
TCGA-BR-7901-01A Stage II 1.123011332
TCGA-BR-6458-01A Stage II 1.496269
TCGA-HU-A4G2-01A Stage II 0.5004366
TCGA-VQ-AA6F-01A Stage II 0.9762021
TCGA-BR-7722-01A Stage II 0.713876713
TCGA-KB-A93H-01A Stage II 0.3558624
TCGA-IN-7806-01A Stage II 0.622760413
TCGA-HU-A4HB-01A Stage II 0.751186513
TCGA-VQ-A8PO-01A Stage II 0.6459504
TCGA-FP-7829-01A Stage II 0.861595145
TCGA-D7-A6EV-01A Stage II 0.3882407
TCGA-BR-8060-01A Stage II 2.865429236
TCGA-BR-7716-01A Stage II 1.385922
TCGA-FP-8211-01A Stage II 0.423115279
TCGA-D7-6815-01A Stage II 0.627507871
TCGA-BR-6563-01A Stage II 1.319872
TCGA-HU-A4GD-01A Stage II 0.801933961
TCGA-BR-6455-01A Stage II 0.4912628
TCGA-D7-A4YX-01A Stage II 1.383958
TCGA-HU-A4GU-01A Stage II 0.2087343
TCGA-BR-8295-01A Stage II 0.831938124
TCGA-BR-8682-01A Stage II 1.658057
TCGA-D7-8579-01A Stage II 2.304196067
TCGA-BR-8291-01A Stage II 1.184943
TCGA-VQ-A94U-01A Stage II 0.815542092
TCGA-BR-8081-01A Stage II 0.732473344
TCGA-BR-6565-01A Stage II 0.8861372
TCGA-CD-A48C-01A Stage II 1.065703096
TCGA-D7-A747-01A Stage II 2.958433846
TCGA-D7-A4Z0-01A Stage II 1.490160741
TCGA-BR-6456-01A Stage II 2.03242
TCGA-HU-A4G3-01A Stage II 0.50014841
TCGA-CD-A487-01A Stage II 1.826746208
TCGA-IN-8663-01A Stage II 1.634578
TCGA-BR-8381-01A Stage II 1.10347197
TCGA-BR-4280-01A Stage III 0.3758072
TCGA-BR-8059-01A Stage III 1.130189008
TCGA-R5-A7ZR-01A Stage III 0.724968408
TCGA-D7-6525-01A Stage III 3.780733
TCGA-MX-A5UG-01A Stage III 1.571898823
TCGA-HU-A4HD-01A Stage III 2.582628
TCGA-FP-8631-01A Stage III 0.683774921
TCGA-D7-6520-01A Stage III 1.688533
TCGA-D7-A6EZ-01A Stage III 2.411207
TCGA-RD-A8N6-01A Stage III 1.745753522
TCGA-CG-5734-01A Stage III 0.570689422
TCGA-D7-A74A-01A Stage III 0.3577528
TCGA-BR-4361-01A Stage III 0.779057622
TCGA-D7-6526-01A Stage III 0.933817416
TCGA-HU-A4GY-01A Stage III 1.149567403
TCGA-CG-4441-01A Stage III 0.5399682
TCGA-VQ-A91U-01A Stage III 1.009765606
TCGA-RD-A8N4-01A Stage III 2.998312461
TCGA-D7-A6EX-01A Stage III 6.050786
TCGA-CD-8528-01A Stage III 0.191428542
TCGA-VQ-A8P2-01A Stage III 0.26317772
TCGA-BR-8484-01A Stage III 0.619402336
TCGA-SW-A7EB-01A Stage III 0.653730759
TCGA-VQ-A8PC-01A Stage III 0.962254692
TCGA-R5-A7ZE-01B Stage III 1.211488
TCGA-VQ-A923-01A Stage III 0.791169144
TCGA-VQ-A8DU-01A Stage III 1.997070671
TCGA-BR-4253-01A Stage III 1.54830758
TCGA-MX-A5UJ-01A Stage III 1.99270593
TCGA-D7-8575-01A Stage III 0.711934132
TCGA-FP-A4BF-01A Stage III 1.210351272
TCGA-CD-8535-01A Stage III 3.448642876
TCGA-VQ-A91V-01A Stage III 1.807529
TCGA-RD-A8N5-01A Stage III 1.337447623
TCGA-VQ-AA69-01A Stage III 2.294108
TCGA-CD-5801-01A Stage III 0.316455779
TCGA-RD-A8NB-01A Stage III 1.813913301
TCGA-BR-8373-01A Stage III 1.053330298
TCGA-VQ-A8P3-01A Stage III 1.277491098
TCGA-RD-A7BS-01A Stage III 1.63620727
TCGA-BR-6802-01A Stage III 2.237238626
TCGA-CD-8525-01A Stage III 0.538279058
TCGA-BR-8483-01A Stage III 1.070246571
TCGA-CD-8531-01A Stage III 0.7905349
TCGA-D7-8574-01A Stage III 1.064130323
TCGA-BR-A4J5-01A Stage III 2.087054183
TCGA-D7-5578-01A Stage III 0.654636
TCGA-VQ-A925-01A Stage III 0.6858951
TCGA-VQ-A91Z-01A Stage III 1.464593
TCGA-BR-6564-01A Stage III 1.496590862
TCGA-CD-8526-01A Stage III 2.75320033
TCGA-HU-A4H6-01A Stage III 0.481619541
TCGA-VQ-A91K-01A Stage III 0.701677
TCGA-D7-6818-01A Stage III 0.6201269
TCGA-VQ-A8PU-01A Stage III 0.5169809
TCGA-HU-8249-01A Stage III 1.102356332
TCGA-B7-A5TK-01A Stage III 2.790247958
TCGA-D7-5577-01A Stage III 0.47690858
TCGA-VQ-AA6D-01A Stage III 0.644128773
TCGA-FP-8210-01A Stage III 2.030933
TCGA-BR-7959-01A Stage III 1.544005
TCGA-CG-4444-01A Stage III 0.835763222
TCGA-VQ-A8E0-01A Stage III 0.218735056
TCGA-BR-A44U-01A Stage III 0.739773439
TCGA-BR-A4IV-01A Stage III 2.144946
TCGA-BR-8683-01A Stage III 3.050917169
TCGA-D7-A4YU-01A Stage III 2.063639048
TCGA-BR-8677-01A Stage III 2.038649289
TCGA-RD-A8MV-01A Stage III 1.201460603
TCGA-BR-8371-01A Stage III 2.8776404
TCGA-D7-A6EY-01A Stage III 1.43467
TCGA-RD-A8N0-01A Stage III 1.058342519
TCGA-VQ-A91S-01A Stage III 0.564048064
TCGA-BR-A4J4-01A Stage III 2.170208386
TCGA-D7-8576-01A Stage III 0.332246598
TCGA-VQ-A8PF-01A Stage III 0.6814642
TCGA-VQ-A8DT-01A Stage III 0.485804027
TCGA-BR-8369-01A Stage III 1.814888522
TCGA-BR-8077-01A Stage III 0.606516781
TCGA-VQ-A94T-01A Stage III 0.6754407
TCGA-BR-8690-01A Stage III 1.091391477
TCGA-BR-7723-01A Stage III 0.5481488
TCGA-VQ-A91E-01A Stage III 0.3936808
TCGA-VQ-A91A-01A Stage III 1.374345
TCGA-VQ-A8PE-01A Stage III 1.060654
TCGA-BR-A4PF-01A Stage III 0.559682426
TCGA-BR-7958-01A Stage III 1.416865472
TCGA-BR-6709-01A Stage III 1.304852212
TCGA-BR-8589-01A Stage III 0.299837005
TCGA-VQ-A8PK-01A Stage III 0.948315669
TCGA-D7-8570-01A Stage III 0.545300493
TCGA-3M-AB47-01A Stage III 1.098889176
TCGA-F1-A448-01A Stage III 0.6829584
TCGA-VQ-A91X-01A Stage III 0.359045889
TCGA-HU-A4H2-01A Stage III 0.35304878
TCGA-BR-6705-01A Stage III 1.038298247
TCGA-VQ-A8PH-01A Stage III 0.567102886
TCGA-BR-8058-01A Stage III 1.000026
TCGA-BR-8592-01A Stage III 2.370944
TCGA-BR-8676-01A Stage III 0.868585786
TCGA-RD-A8N1-01A Stage III 1.309181
TCGA-HU-8608-01A Stage III 0.9521978
TCGA-R5-A805-01A Stage III 0.904367341
TCGA-BR-A4J8-01A Stage III 1.66036106
TCGA-VQ-A8E2-01A Stage III 2.180529292
TCGA-BR-8686-01A Stage III 1.158944114
TCGA-IN-A7NU-01A Stage III 0.986536146
TCGA-VQ-A927-01A Stage III 0.999568385
TCGA-BR-8367-01A Stage III 1.733730397
TCGA-IP-7968-01A Stage III 1.18188
TCGA-RD-A8MW-01A Stage III 0.866863096
TCGA-HU-A4GC-01A Stage III 0.839668959
TCGA-BR-A4QL-01A Stage III 0.1216131
TCGA-VQ-AA64-01A Stage III 1.146117
TCGA-VQ-AA6J-01A Stage III 0.6295464
TCGA-BR-A4CR-01A Stage III 0.311930067
TCGA-VQ-A91Y-01A Stage III 2.313837322
TCGA-HU-A4H0-01A Stage III 0.1954525
TCGA-VQ-AA68-01A Stage III 1.222582
TCGA-FP-7916-01A Stage III 1.040138
TCGA-B7-A5TI-01A Stage III 0.512300181
TCGA-HU-A4H3-01A Stage III 3.259066475
TCGA-VQ-A91D-01A Stage III 0.2015516
TCGA-VQ-A94O-01A Stage III 0.926945262
TCGA-HU-A4GX-01A Stage III 1.342377967
TCGA-BR-8384-01A Stage III 2.763102
TCGA-BR-8361-01A Stage III 0.582259393
TCGA-BR-8080-01A Stage III 1.935243589
TCGA-BR-8485-01A Stage III 1.115993514
TCGA-BR-8372-01A Stage III 0.984379128
TCGA-VQ-A8PD-01A Stage III 1.149639287
TCGA-BR-8590-01A Stage III 2.301026036
TCGA-BR-8297-01A Stage III 2.327849306
TCGA-BR-8382-01A Stage III 0.996506592
TCGA-HF-A5NB-01A Stage III 0.4444563
TCGA-BR-8296-01A Stage III 0.810985036
TCGA-BR-8364-01A Stage III 1.966567674
TCGA-VQ-AA6A-01A Stage III 0.845389025
TCGA-FP-7998-01A Stage III 1.685827
TCGA-BR-8687-01A Stage III 0.6432743
TCGA-HU-A4GQ-01A Stage III 1.216920374
TCGA-BR-8284-01A Stage III 1.044673975
TCGA-CG-4476-01A Stage III 1.986112067
TCGA-VQ-AA6K-01A Stage III 1.177972
TCGA-BR-A4CS-01A Stage III 0.9709531
TCGA-FP-A8CX-01A Stage III 0.3879725
TCGA-BR-8591-01A Stage III 0.6849949
TCGA-HU-A4GJ-01A Stage III 0.834695788
TCGA-ZQ-A9CR-01A Stage III 0.622380483
TCGA-BR-8380-01A Stage III 2.018217
TCGA-VQ-A91N-01A Stage IV 1.301181
TCGA-BR-7196-01A Stage IV 1.557080958
TCGA-CG-5732-01A Stage IV 0.3293246
TCGA-R5-A7O7-01A Stage IV 0.540326529
TCGA-CG-5724-01A Stage IV 2.231384219
TCGA-BR-7717-01A Stage IV 0.7319209
TCGA-R5-A7ZF-01A Stage IV 2.393267104
TCGA-CG-4301-01A Stage IV 2.218155132
TCGA-CG-5722-01A Stage IV 0.708129097
TCGA-CG-5716-01A Stage IV 0.468816
TCGA-VQ-A8PQ-01A Stage IV 1.415177765
TCGA-VQ-A922-01A Stage IV 1.035280788
TCGA-CG-4438-01A Stage IV 2.272986408
TCGA-VQ-A928-01A Stage IV 0.834883
TCGA-CG-5719-01A Stage IV 0.58830405
TCGA-VQ-A8E7-01B Stage IV 0.6447984
TCGA-BR-7957-01A Stage IV 1.9686025
TCGA-BR-4368-01A Stage IV 2.805810457
TCGA-CG-5721-01A Stage IV 2.216479938
TCGA-BR-8680-01A Stage IV 1.160640439
TCGA-VQ-A8DZ-01A Stage IV 0.5019263
TCGA-CG-4440-01A Stage IV 2.845620371
TCGA-IN-A7NR-01A Stage IV 0.755740942
TCGA-VQ-A8PP-01A Stage IV 1.196001
TCGA-RD-A7BT-01A Stage IV 0.767497553
TCGA-CG-4460-01A Stage IV 0.65891134
TCGA-VQ-A8PM-01A Stage IV 0.897091313
TCGA-CD-8529-01A Stage IV 1.044818087
TCGA-VQ-A91Q-01A Stage IV 1.324762039
TCGA-CG-4306-01A Stage IV 1.381822735
TCGA-HF-7133-01A Stage IV 3.707496764
TCGA-D7-A748-01A Stage IV 1.029959683
TCGA-CG-4465-01A Stage IV 0.683991979
TCGA-VQ-A8PJ-01A Stage IV 0.682241791
TCGA-CG-4469-01A Stage IV 0.7742638
TCGA-R5-A7ZI-01A Stage IV 0.12340956
TCGA-BR-8289-01A Stage IV 0.7970905
TCGA-CG-4462-01A Stage IV 1.44904143
input.txt
代码:
library(ggpubr)
inputFile <- "input.txt" # 输入文件
outFile <- "boxplot.pdf" # 输出文件
setwd("") # 修改工作目录
# 读取输入文件
rt <- read.table(inputFile, sep = "\t", header = T, check.names = F) # 读取输入文件
x <- colnames(rt)[2]
y <- colnames(rt)[3]
colnames(rt) <- c("id", "Type", "Expression")
# 设置比较组
group <- levels(factor(rt$Type))
rt$Type <- factor(rt$Type, levels = group)
comp <- combn(group, 2) # combn表示从“group向量”中任意挑选出“2个”元素,将所有可能的情况组成新的矩阵。用于分组之间两两比较。
my_comparisons <- list()
for(i in 1:ncol(comp)){
my_comparisons[[i]] <- comp[,i]
}
# 绘制boxplot
boxplot <- ggboxplot(rt, x = "Type", y = "Expression", color = "Type", # 轮廓颜色
xlab = x,
ylab = y,
legend.title = x,
add = "jitter") +
stat_compare_means(comparisons = my_comparisons) # 将均值比较 P 值添加到ggplot
# 输出图片文件
pdf(file = outFile, width = 5.5, height = 5)
print(boxplot)
dev.off()
5. 多个基因表达_临床特征分组
输入数据:
id Stage SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G
TCGA-F1-6177-01A Stage I 0.2202665 3.013336 3.940706 0.07485968 0.003056683 2.81519 0.8385951
TCGA-IN-A6RI-01A Stage I 0.1181326 3.829541 0.9077773 0.07880347 1.665936 4.290094 0.8559158
TCGA-VQ-A8PX-01A Stage I 0.391461954 4.230095184 1.720071972 0.03215389 0.539633486 3.560325437 0.990870372
TCGA-HU-8610-01A Stage I 0.9027969 2.550445 1.668782 0.01597307 0.003832795 5.140346 0.9576618
TCGA-IN-A6RJ-01A Stage I 0.226128517 0.892507644 1.316032256 0.012058536 0.245512202 5.822063898 0.504484659
TCGA-F1-6875-01A Stage I 2.588222513 5.579199145 2.380100195 1.224212447 2.741433179 5.254255605 1.565317611
TCGA-BR-8486-01A Stage I 0.773641359 1.757355271 3.445912712 1.457513348 0.021024886 4.337748026 2.08308575
TCGA-HU-A4G9-01A Stage I 0.1595753 5.28807 0.3403798 0.0197615 0.006776058 2.836943 0.8722456
TCGA-CG-4443-01A Stage I 0.142903267 3.36959046 1.343273298 0.046531971 0.042819101 4.078330331 0.917180166
TCGA-IN-A6RO-01A Stage I 0.6163783 1.590592 4.669849 0.002290095 1.09423 2.889296 0.4166468
TCGA-IN-A6RS-01A Stage I 0.3461303 0.8250202 2.156692 0.002688006 0.09936001 3.803562 0.6397637
TCGA-CG-5726-01A Stage I 0.1253805 3.138453 1.15533 0.003168569 0.01882528 2.261293 0.6888249
TCGA-IN-AB1V-01A Stage I 0.452058009 3.488256554 2.400881384 0.16487734 1.02692691 5.468461349 0.540523872
TCGA-HU-8244-01A Stage I 0.370961995 2.229410349 2.449515401 0.020204231 0.0360093 4.200920881 0.536067296
TCGA-HF-7134-01A Stage I 0.4566849 1.171188 4.485075 0.03026643 0.006077515 3.789074 0.9651072
TCGA-HU-A4GH-01A Stage I 0.470165863 2.95096698 3.810290694 0.807466826 0.490201716 3.243704581 0.781122483
TCGA-CG-5720-01A Stage I 0.4694241 2.370338 2.524386 0.09574594 0.01679771 3.37344 2.011199
TCGA-KB-A93G-01A Stage I 0.527477971 1.856737647 3.251949066 0.870613018 0.724239271 3.997242724 1.977862955
TCGA-VQ-A8DV-01A Stage I 0.942445321 2.004106499 2.02466913 0.949860375 0.035407351 3.511745974 1.115429722
TCGA-B7-5818-01A Stage I 0.242827964 3.205541196 3.521393564 0.053252019 0.00539077 4.18342121 0.473191056
TCGA-FP-8209-01A Stage I 0.889732937 2.818123064 5.429383674 0.732365581 2.388310001 2.758715616 2.586911179
TCGA-CG-4466-01A Stage I 0.597073098 1.293318708 2.572489457 1.572621509 0.67453873 2.064823396 0.323180198
TCGA-CG-4477-01A Stage I 0.93565655 2.504399766 2.922328223 0.483535437 0.399406695 4.631779374 1.15662087
TCGA-HU-A4H5-01A Stage I 0.5803231 4.216781 2.909884 0.03882796 0.1173441 4.654317 0.9619794
TCGA-D7-A6F2-01A Stage I 0.739902864 2.18106263 3.774562693 0.092956742 2.039759392 2.649974762 1.181131652
TCGA-BR-4267-01A Stage I 0.419723925 5.002360572 1.544400487 0.042913474 0.063127975 4.661098229 0.804145884
TCGA-HU-A4H8-01A Stage I 0.2352173 2.511705 2.178387 0.04098654 0.01879883 2.538962 1.39105
TCGA-FP-7735-01A Stage I 0.6413326 2.257085 1.174668 0.120885 1.869108 5.094119 1.812654
TCGA-BR-8679-01A Stage I 1.286488303 2.219615004 3.482133827 0.107739017 0.381672106 2.822825341 1.753867145
TCGA-CG-5725-01A Stage I 0.4610466 0.9129562 0.9652833 0.7975421 0.5906692 5.552512 2.269484
TCGA-RD-A7C1-01A Stage I 0.793228475 3.370873724 1.656217935 0.467553023 0.460650563 3.396348892 1.092408729
TCGA-BR-8368-01A Stage I 0.241820974 2.909913756 4.168378977 0.038593881 1.226194958 3.761766929 1.428094588
TCGA-CG-4436-01A Stage I 1.213049 0.8554465 4.137909 0.01771867 0.06543453 4.040544 0.3020501
TCGA-CG-4442-01A Stage I 1.55303475 3.842905284 3.106845755 0.147287068 0.130068441 2.550664372 1.549380798
TCGA-SW-A7EA-01A Stage I 0.120073 4.317473 3.774933 0.5419694 0.03733677 4.721167 0.3411366
TCGA-D7-A6F0-01A Stage I 0.2823409 3.192723 1.044878 0.3397545 0.05788041 3.180436 1.103288
TCGA-HJ-7597-01A Stage I 0.66829068 3.494525775 5.34984253 0.306765815 0.144536798 2.705735001 0.696418708
TCGA-CG-4304-01A Stage I 1.043310125 3.718703321 3.472636511 0.136346451 0.125491852 2.691600726 1.030053443
TCGA-D7-6528-01A Stage I 0.259943978 1.076398285 2.014368757 0.053732689 0.063966917 3.266679474 1.492671835
TCGA-D7-8578-01A Stage I 1.868535316 3.217099419 4.53553166 1.141669634 1.91060132 3.175968626 1.092957136
TCGA-VQ-A92D-01A Stage I 0.30548 3.649859 3.438911 0.01026218 0 3.001307 1.083134
TCGA-RD-A8N2-01A Stage I 3.535827105 2.515268697 6.090355355 0.155653723 2.419828048 1.974399108 1.653248719
TCGA-ZA-A8F6-01A Stage I 2.019519 3.275653 4.666158 0.3454467 0.4064711 2.452359 1.869219
TCGA-RD-A7BW-01A Stage I 2.36891042 2.629037232 4.676220863 0.65327058 1.157029412 2.885989338 1.397103162
TCGA-BR-7707-01A Stage I 0.2068636 3.61934 1.394923 0.08485049 0.008674976 3.950335 0.9963288
TCGA-KB-A6F7-01A Stage I 0.766425706 1.532141876 2.878310856 0.966574512 0.062076036 2.881132332 0.992486874
TCGA-D7-6522-01A Stage I 0.798488815 2.378189553 2.991099653 0.270286941 0.539210361 3.850417526 2.990314693
TCGA-3M-AB46-01A Stage I 0.929336194 3.034687288 3.440491832 0.038699329 0.638318835 3.410686195 0.847191739
TCGA-F1-6874-01A Stage I 0.600310017 3.62863408 4.708174875 0.103594363 1.841751492 4.157553869 1.252503129
TCGA-BR-6710-01A Stage I 0.5014603 3.935222 3.124447 1.085884 1.370884 3.750042 1.164421
TCGA-HF-7131-01A Stage I 0.8002986 3.820362 3.220113 0.1298128 0.6948083 4.424932 1.345389
TCGA-D7-6822-01A Stage I 4.448854983 1.495886649 2.044834322 2.831964999 0.710417035 6.264131354 1.461375541
TCGA-BR-8678-01A Stage I 2.936808123 4.632299605 1.347129897 1.985033389 0.322412641 6.169225521 1.347091822
TCGA-CG-4437-01A Stage II 1.503378 1.812456 3.957883 0.1854093 0.7499269 3.3343 1.042541
TCGA-CD-5803-01A Stage II 1.520788808 2.65622331 3.867653473 0.17680938 0.766351925 3.500620296 2.687236316
TCGA-D7-6527-01A Stage II 0.685830271 4.377225119 1.914074929 0.117855636 1.354495506 4.442611381 1.933994743
TCGA-CD-5799-01A Stage II 0.2614236 3.058876 2.898 0.2195201 0.04587698 3.944999 0.8317497
TCGA-RD-A8N9-01A Stage II 2.059083679 2.627365865 2.757114612 0.895869836 0.931468475 4.101708624 2.170556064
TCGA-BR-7704-01A Stage II 0.798481387 1.222650643 0.718077766 0.108219421 1.207101961 4.611390083 1.655404944
TCGA-CD-5798-01A Stage II 1.699647 5.214393 3.643966 0.2980557 1.10999 2.955222 1.320082
TCGA-CG-4305-01A Stage II 1.293942682 3.480931833 3.731845157 0.157971372 0.203254544 2.15393282 0.95970696
TCGA-HF-7132-01A Stage II 0.9201286 3.090548 3.510468 0.582881 0.7863224 3.166648 1.926389
TCGA-CG-5717-01A Stage II 0.556331697 2.166505616 2.085678311 0.265216773 0.539329198 5.476761711 1.638659157
TCGA-KB-A93J-01A Stage II 0.875837139 1.941045437 3.072161717 0.075773007 2.156471938 3.504748286 1.429318621
TCGA-CD-8524-01A Stage II 0.559488 1.901373 4.253283 0.5063804 0.163215 2.630983 2.331275
TCGA-CD-8532-01A Stage II 0.759960175 2.185283315 3.461973777 0.319960256 1.235622038 2.885976163 1.382301478
TCGA-CG-5718-01A Stage II 1.857829277 2.425998843 1.087852372 0.073718312 2.342333677 4.520334811 1.756124821
TCGA-CD-5813-01A Stage II 1.250586 1.819686 4.128481 0.3170105 0.6794422 3.700488 3.319423
TCGA-VQ-A924-01A Stage II 0.434719963 3.417660439 3.669892663 0.026730278 0.058652699 2.833405003 1.001054639
TCGA-CD-8530-01A Stage II 1.241600265 4.177242607 2.602953128 0.809914 0.519255519 3.788047925 2.916830639
TCGA-CD-8534-01A Stage II 1.07492996 2.505578695 3.214078508 0.292732212 0.265612513 2.392161054 2.133318765
TCGA-D7-6524-01A Stage II 1.292202 2.626183 2.994016 0.2596061 0.3947698 3.865072 2.298185
TCGA-CD-8533-01A Stage II 2.163831687 0.970335248 4.552992815 1.637156078 0.086176925 2.953081045 1.676532525
TCGA-BR-7197-01A Stage II 3.026373225 1.162868379 2.486507839 1.568384765 0.610856593 4.594310688 1.608695373
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TCGA-VQ-A8E0-01A Stage III 0.218735056 3.429634421 2.859741135 0.139581713 2.530508501 4.243596026 1.369454984
TCGA-BR-A44U-01A Stage III 0.739773439 0.596297329 4.181761098 0.065296845 0.070783958 2.699349074 0.934189207
TCGA-BR-A4IV-01A Stage III 2.144946 2.966931 5.59729 1.370192 1.847926 2.718832 2.529109
TCGA-BR-8683-01A Stage III 3.050917169 3.503416035 5.128847446 0.261488514 0.536375552 4.148527523 2.120778249
TCGA-D7-A4YU-01A Stage III 2.063639048 3.259575532 4.4608621 0.218616946 0.924508037 2.823378879 2.04255988
TCGA-BR-8677-01A Stage III 2.038649289 3.101007707 3.763084458 0.404288961 0.417569838 3.799483446 3.905616493
TCGA-RD-A8MV-01A Stage III 1.201460603 2.795717999 3.681823829 0.161389883 0.079381474 4.183792663 1.960175237
TCGA-BR-8371-01A Stage III 2.8776404 3.757184541 4.087066255 2.124375845 3.02293125 2.470828026 2.022997096
TCGA-D7-A6EY-01A Stage III 1.43467 3.958112 3.417802 0.1319295 0.6105051 3.902136 1.572472
TCGA-RD-A8N0-01A Stage III 1.058342519 3.302072118 4.33710017 1.294795743 0.681841202 3.113228087 2.17949635
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TCGA-BR-8380-01A Stage III 2.018217 3.214526 4.721365 0.4832167 1.363491 3.575319 1.83399
TCGA-VQ-A91N-01A Stage IV 1.301181 4.104016 3.018144 0.4728672 1.774923 2.946219 0.741594
TCGA-BR-7196-01A Stage IV 1.557080958 4.05591665 3.210807611 0.786573724 1.125600892 4.154121935 2.99144841
TCGA-CG-5732-01A Stage IV 0.3293246 3.836962 2.774348 0.362716 1.805546 3.755871 1.267335
TCGA-R5-A7O7-01A Stage IV 0.540326529 2.007602718 1.407062353 0.099769238 0.234422785 3.750046436 0.701671031
TCGA-CG-5724-01A Stage IV 2.231384219 2.519507203 5.363975863 0.085708038 0.148396082 2.847123186 0.636341478
TCGA-BR-7717-01A Stage IV 0.7319209 1.646986 2.464738 0.1804089 0.3870062 2.93681 1.765642
TCGA-R5-A7ZF-01A Stage IV 2.393267104 2.395231369 3.681226285 1.826620442 1.23166703 3.375924953 0.530415702
TCGA-CG-4301-01A Stage IV 2.218155132 1.703825126 4.443193429 0.673154255 1.630769396 2.55554707 1.121711676
TCGA-CG-5722-01A Stage IV 0.708129097 1.912695379 0.983120356 0.448930014 3.991809012 4.042070674 1.80999881
TCGA-CG-5716-01A Stage IV 0.468816 4.309629 2.472478 0.2241118 0.5884236 4.172238 1.48064
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TCGA-CD-8529-01A Stage IV 1.044818087 3.660512626 3.118415046 0.410159634 0.490848227 3.961382022 2.697189653
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TCGA-CG-4469-01A Stage IV 0.7742638 2.868779193 3.174743693 0.043350481 0.034632865 2.138822181 0.676936038
TCGA-R5-A7ZI-01A Stage IV 0.12340956 2.606398211 0.377489707 0.029645556 0.014243327 3.061041955 0.708972103
TCGA-BR-8289-01A Stage IV 0.7970905 4.1166 2.664657 0.5995189 0.2188737 3.395177 2.245448
TCGA-CG-4462-01A Stage IV 1.44904143 3.55664507 3.393401336 0.525955385 1.565791801 3.343363542 2.072490099
input.txt
代码:
library(ggplot2)
library(reshape2)
inputFile <- "input.txt"
outFile <- "boxplot.pdf"
setwd("")
# 读取输入文件
rt <- read.table(inputFile, header = T, sep = "\t", check.names = F, row.names = 1)
x <- colnames(rt)[1]
colnames(rt)[1] <- "Type"
#差异分析
geneSig <- c("")
for(gene in colnames(rt)[2:ncol(rt)]){ # 对于每一个基因名,执行下列循环
rt1 <- rt[,c(gene,"Type")] # 将基因表达量列和“Type”列提取出来
colnames(rt1) <- c("expression","Type")
p <- 1 # 设置一个p值的变量,方便后续调取
if(length(levels(factor(rt1$Type)))>2){ # 如果“Type”列的分组数量超过两个
test <- kruskal.test(expression ~ Type, data = rt1) # 对表达数据根据“Type”分组进行Kruskal-Wallis秩和检验
p <- test$p.value # 提取秩和检验的p值
}else{ # 如果“Type”列的分组数量不超过两个
test <- wilcox.test(expression ~ Type, data = rt1) # 对表达数据根据“Type”分组进行Wilcoxon秩和检验
p <- test$p.value # 提取秩和检验的p值
}
Sig <- ifelse(p<0.001, "***", ifelse(p<0.01, "**", ifelse(p<0.05, "*", ""))) # 将p值转换为符号
geneSig <- c(geneSig, Sig) # 合并所有p值
}
colnames(rt) <- paste0(colnames(rt),geneSig) # 将基因和相应的p值符号放到一起
# 把数据转换成ggplot2输入文件
data <- melt(rt, id.vars = c("Type")) # 将基因表达量根据“Type”进行融化
colnames(data) <- c("Type", "Gene", "Expression")
# 绘制
p1 <- ggplot(data, aes(x = Type, y = Expression, fill = Type)) +
guides(fill = guide_legend(title = x)) + # 为每个刻度设置参考线
labs(x = x, y = "Gene expression") + # 设置x、y轴标签
geom_boxplot() + # 画箱线图
facet_wrap(~Gene, nrow = 1) + # 分面为一行
theme_bw() + # 设置主题
theme(axis.text.x = element_text(angle = 45, hjust = 1)) # 设置x轴标签的旋转角度和水平对齐
# 输出图片文件
pdf(file = outFile, width = 9, height = 5)
print(p1)
dev.off()