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 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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 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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 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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 TCGA-KM-8477-01A KICH 0.363042477 TCGA-KL-8331-01A KICH 0.197639146 TCGA-KO-8403-01A KICH 0.280634851 TCGA-KN-8433-01A KICH 0.181436378 TCGA-KL-8334-01A KICH 0.36328405 TCGA-KN-8424-01A KICH 0.33913739 TCGA-KO-8417-01A KICH 0.370764083 TCGA-KL-8340-01A KICH 0.274512022 TCGA-KN-8421-01A KICH 0.621316302 TCGA-KN-8428-01A KICH 1.833657995 TCGA-KN-8427-01A KICH 1.410667698 TCGA-KN-8436-01A KICH 0.274165678 TCGA-KL-8333-01A KICH 0.721622507 TCGA-KN-8418-01A KICH 0.28040749 TCGA-KL-8345-01A KICH 0.365541786 TCGA-KN-8425-01A KICH 0.123502726 TCGA-KL-8323-01A KICH 0.521022656 TCGA-KN-8435-01A KICH 0.713363436 TCGA-KL-8346-01A KICH 0.230264934 TCGA-KL-8326-01A KICH 0.236538486 TCGA-KO-8414-01A KICH 0.211134368 TCGA-KM-8441-01A KICH 0.546429503 TCGA-KO-8406-01A KICH 0.436395009 TCGA-KN-8431-01A KICH 0.124739061 TCGA-KL-8325-01A KICH 0.148059069 TCGA-KL-8330-01A KICH 0.110573915 TCGA-KL-8343-01A KICH 0.549564852 TCGA-KL-8339-01A KICH 0.746446199 TCGA-KO-8410-01A KICH 0.300923384 TCGA-KM-8639-01A KICH 0.27142947 TCGA-KL-8336-01A KICH 0.598511404 TCGA-KM-8440-01A KICH 0.332956511 TCGA-KM-8442-01A KICH 0.209252236 TCGA-KO-8407-01A KICH 0.229365894 TCGA-KO-8408-01A KICH 0.22696397 TCGA-KN-8426-01A KICH 0.360555783 TCGA-KL-8341-01A KICH 0.830688346 TCGA-KN-8419-01A KICH 0.13452101 TCGA-KL-8328-01A KICH 0.257139365 TCGA-KO-8413-01A KICH 0.246754951 TCGA-KO-8405-01A KICH 0.164667316 TCGA-KO-8404-01A KICH 1.518738696 TCGA-KO-8416-01A KICH 0.275634625 TCGA-KL-8344-01A KICH 0.922343481 TCGA-KL-8335-01A KICH 0.260026381 TCGA-KO-8411-01A KICH 0.324547021 TCGA-KM-8438-01A KICH 0.136206534 TCGA-KL-8324-01A KICH 0.091666781 TCGA-KO-8415-01A KICH 0.170587192 TCGA-KL-8337-01A KICH 0.21949746 TCGA-KM-8439-01A KICH 0.302650317 TCGA-KM-8476-01A KICH 0.098640403 TCGA-B2-4101-01A KIRC 0.928755616 TCGA-BP-4342-01A KIRC 0.88102372 TCGA-B0-4691-01A KIRC 0.719381396 TCGA-BP-4167-01A KIRC 0.48506739 TCGA-B8-4620-01A KIRC 0.894554824 TCGA-BP-4769-01A KIRC 0.506011448 TCGA-CJ-4907-01A KIRC 0.951648038 TCGA-BP-5168-01A KIRC 0.661321411 TCGA-BP-4977-01A KIRC 0.979802067 TCGA-B0-5080-01A KIRC 0.818427447 TCGA-B0-4838-01A KIRC 0.943824029 TCGA-DV-A4VX-01A KIRC 0.717166616 TCGA-BP-5191-01A KIRC 0.308598435 TCGA-CZ-4862-01A KIRC 1.416262539 TCGA-BP-4758-01A KIRC 0.741316189 TCGA-B8-5552-01B KIRC 1.011924567 TCGA-BP-4968-01A KIRC 0.647449033 TCGA-CZ-4856-01A KIRC 0.63926342 TCGA-CJ-4634-01A KIRC 0.919289833 TCGA-A3-3378-01A KIRC 1.33735133 TCGA-A3-3365-01A KIRC 0.769515699 TCGA-B4-5834-01A KIRC 0.748069239 TCGA-CJ-4876-01A KIRC 0.559323456 TCGA-B2-3924-01B KIRC 1.739441561 TCGA-BP-4962-01A KIRC 0.504380625 TCGA-CZ-4866-01A KIRC 0.803818054 TCGA-BP-4177-01A KIRC 0.897122698 TCGA-B8-A54F-01A KIRC 0.867144685 TCGA-B0-5113-01A KIRC 0.847917496 TCGA-CJ-4642-01B KIRC 2.312988547 TCGA-BP-4986-01A KIRC 0.799108619 TCGA-A3-3346-01A KIRC 0.872789406 TCGA-B8-4619-01A KIRC 0.855143719 TCGA-AS-3778-01A KIRC 0.891298796 TCGA-BP-5007-01A KIRC 0.771038132 TCGA-B0-5097-01A KIRC 1.242002681 TCGA-B0-4703-01A KIRC 1.271314973 TCGA-B0-4816-01A KIRC 0.646402295 TCGA-BP-4330-01A KIRC 1.04883936 TCGA-CW-6097-01A KIRC 1.395501653 TCGA-DV-A4W0-05A KIRC 1.299733179 TCGA-BP-4325-01A KIRC 1.094624966 TCGA-CJ-6031-01A KIRC 0.74904135 TCGA-B2-A4SR-01A KIRC 1.023631877 TCGA-BP-4337-01A KIRC 0.874213007 TCGA-A3-A6NJ-01A KIRC 0.747777721 TCGA-CJ-5671-01A KIRC 0.660775598 TCGA-CJ-6032-01A KIRC 0.766430806 TCGA-BP-4804-01A KIRC 0.670074496 TCGA-CJ-4891-01A KIRC 0.47305129 TCGA-BP-5184-01A KIRC 0.915430785 TCGA-CJ-4903-01A KIRC 0.62478947 TCGA-A3-3311-01A KIRC 0.971709072 TCGA-B4-5844-01A KIRC 0.804700316 TCGA-B4-5832-01A KIRC 0.824837252 TCGA-A3-3326-01A KIRC 0.939537654 TCGA-CJ-4869-01A KIRC 0.568028886 TCGA-CZ-4864-01A KIRC 0.848107001 TCGA-DV-5568-01A KIRC 0.592499441 TCGA-A3-3349-01A KIRC 0.797615966 TCGA-CW-6090-01A KIRC 0.616994138 TCGA-CJ-6027-01A KIRC 1.211975306 TCGA-BP-4768-01A KIRC 0.944708594 TCGA-CJ-5679-01A KIRC 0.692333689 TCGA-BP-4763-01A KIRC 0.987411884 TCGA-BP-4159-01A KIRC 0.438636796 TCGA-B0-5092-01A KIRC 0.831165194 TCGA-G6-A8L7-01A KIRC 1.33630359 TCGA-B0-5709-01A KIRC 1.024266767 TCGA-B4-5378-01A KIRC 1.032009457 TCGA-G6-A8L6-01A KIRC 0.452433262 TCGA-CZ-4858-01A KIRC 1.419349471 TCGA-BP-4975-01A KIRC 0.703086128 TCGA-CJ-4908-01A KIRC 0.90901523 TCGA-CJ-4881-01A KIRC 0.795376516 TCGA-BP-5198-01A KIRC 1.087504191 TCGA-DV-5574-01A KIRC 0.846391008 TCGA-B2-4102-01A KIRC 1.070240542 TCGA-AK-3456-01A KIRC 0.504753718 TCGA-EU-5907-01A KIRC 0.945123277 TCGA-A3-3372-01A KIRC 0.888060961 TCGA-CJ-4872-01A KIRC 0.858277094 TCGA-A3-A8OW-01A KIRC 0.717643734 TCGA-CW-5580-01A KIRC 1.365254874 TCGA-BP-4992-01A KIRC 0.384549403 TCGA-CJ-5683-01A KIRC 0.95180531 TCGA-CJ-4878-01A KIRC 0.589498175 TCGA-B4-5836-01A KIRC 1.080625899 TCGA-B2-5635-01B KIRC 1.834451195 TCGA-BP-4162-01A KIRC 0.920687825 TCGA-BP-4963-01A KIRC 0.904130141 TCGA-DV-5573-01A KIRC 1.349340963 TCGA-BP-4341-01A KIRC 0.598531933 TCGA-B0-4837-01A KIRC 0.788241576 TCGA-A3-3387-01A KIRC 1.153531062 TCGA-CZ-5456-01A KIRC 0.864586623 TCGA-B4-5835-01A KIRC 1.961883556 TCGA-CJ-4888-01A KIRC 1.096515039 TCGA-AK-3465-01A KIRC 0.49023306 TCGA-AK-3461-01A KIRC 0.8054635 TCGA-B0-4694-01A KIRC 0.522051068 TCGA-BP-4173-01A KIRC 1.221811116 TCGA-B0-5083-01A KIRC 0.26849143 TCGA-B0-4810-01A KIRC 0.85215638 TCGA-CZ-5458-01A KIRC 0.771885493 TCGA-B0-4696-01A KIRC 1.955524987 TCGA-BP-4989-01A KIRC 0.931639185 TCGA-CW-5587-01A KIRC 0.867347035 TCGA-AK-3454-01A KIRC 0.83951787 TCGA-B0-4814-01A KIRC 0.91354903 TCGA-B0-4849-01A KIRC 0.52118952 TCGA-B0-5095-01A KIRC 1.041864588 TCGA-BP-4174-01A KIRC 0.718638078 TCGA-CZ-5985-01A KIRC 1.22932086 TCGA-BP-4353-01A KIRC 1.023604332 TCGA-B0-5094-01A KIRC 0.820024567 TCGA-CJ-4644-01A KIRC 0.977047295 TCGA-B0-4821-01A KIRC 0.705575137 TCGA-CW-5588-01A KIRC 0.837514336 TCGA-BP-4965-01A KIRC 1.016191311 TCGA-B0-4843-01A KIRC 0.521703463 TCGA-B0-5116-01A KIRC 0.840728966 TCGA-B0-4690-01A KIRC 1.697925202 TCGA-BP-4163-01A KIRC 0.837053822 TCGA-CJ-5678-01A KIRC 0.5712967 TCGA-AK-3436-01A KIRC 0.35457724 TCGA-B8-A54I-01A KIRC 0.547565815 TCGA-B0-5121-01A KIRC 0.596666643 TCGA-CZ-5989-01A KIRC 1.35754893 TCGA-A3-3382-01A KIRC 0.86581298 TCGA-B0-4706-01A KIRC 0.681765466 TCGA-CJ-4916-01A KIRC 0.681928768 TCGA-CZ-4853-01A KIRC 0.832458265 TCGA-A3-3367-01A KIRC 1.008086509 TCGA-B0-5699-01A KIRC 0.801310556 TCGA-A3-3383-01A KIRC 0.776701752 TCGA-BP-5010-01A KIRC 0.47309218 TCGA-B0-5117-01A KIRC 0.202864061 TCGA-B2-3924-01A KIRC 1.315114059 TCGA-CZ-5988-01A KIRC 1.51725032 TCGA-CJ-6028-01A KIRC 1.171354632 TCGA-A3-3376-01A KIRC 1.063825691 TCGA-B0-5705-01A KIRC 0.978785923 TCGA-B8-5158-01A KIRC 1.686609409 TCGA-CZ-5465-01A KIRC 0.662030585 TCGA-B0-4945-01A KIRC 0.615933791 TCGA-B0-5695-01A KIRC 0.575858522 TCGA-CJ-6030-01A KIRC 0.86713606 TCGA-CJ-4889-01A KIRC 0.917764863 TCGA-CJ-4920-01A KIRC 0.996510347 TCGA-B8-4143-01A KIRC 1.363632002 TCGA-CW-5581-01A KIRC 0.943070031 TCGA-BP-5169-01A KIRC 0.655842659 TCGA-BP-4161-01A KIRC 0.807779616 TCGA-CJ-4918-01A KIRC 0.858673256 TCGA-BP-4347-01A KIRC 0.859911643 TCGA-B2-4099-01A KIRC 0.598808447 TCGA-CJ-4897-01A KIRC 0.860302295 TCGA-CJ-4902-01A KIRC 0.809707159 TCGA-B0-5690-01A KIRC 1.0196535 TCGA-A3-3325-01A KIRC 0.852103122 TCGA-B0-4847-01A KIRC 0.751683908 TCGA-CZ-5451-01A KIRC 0.822985349 TCGA-CJ-4641-01A KIRC 0.943943308 TCGA-CZ-5453-01A KIRC 0.739705492 TCGA-B0-5710-01A KIRC 0.865337367 TCGA-CJ-4899-01A KIRC 0.989237805 TCGA-A3-A8OV-01A KIRC 0.797753508 TCGA-MW-A4EC-01A KIRC 0.530392084 TCGA-A3-3313-01A KIRC 1.451686777 TCGA-BP-5199-01A KIRC 0.742418646 TCGA-B0-4834-01A KIRC 0.557634022 TCGA-BP-4994-01A KIRC 0.446339345 TCGA-CW-6088-01A KIRC 1.080868311 TCGA-BP-5185-01A KIRC 0.343046835 TCGA-BP-5196-01A KIRC 0.660245565 TCGA-CZ-5452-01A KIRC 0.476558464 TCGA-CJ-4882-01A KIRC 1.050584848 TCGA-A3-3351-01A KIRC 1.055594581 TCGA-A3-3363-01A KIRC 0.899180102 TCGA-B0-5691-01A KIRC 0.913260164 TCGA-BP-4770-01A KIRC 0.747981537 TCGA-AK-3447-01A KIRC 0.035138968 TCGA-G6-A8L8-01A KIRC 0.661083629 TCGA-CZ-5462-01A KIRC 0.706400569 TCGA-BP-5001-01A KIRC 0.618441124 TCGA-BP-4998-01A KIRC 0.952315927 TCGA-BP-4789-01A KIRC 0.845008941 TCGA-B0-4688-01A KIRC 2.474939442 TCGA-BP-4160-01A KIRC 0.688558221 TCGA-B0-5108-01A KIRC 0.772328627 TCGA-CZ-5464-01A KIRC 1.051657373 TCGA-BP-4969-01A KIRC 0.46212356 TCGA-B0-5106-01A KIRC 0.590963203 TCGA-BP-4777-01A KIRC 0.844500506 TCGA-CJ-4875-01A KIRC 0.769638485 TCGA-BP-5170-01A KIRC 0.491427177 TCGA-BP-5176-01A KIRC 0.582617871 TCGA-CW-5583-01A KIRC 0.911187145 TCGA-6D-AA2E-01A KIRC 0.367249439 TCGA-BP-4327-01A KIRC 0.686018117 TCGA-B0-4811-01A KIRC 0.828674459 TCGA-CJ-5676-01A KIRC 0.381679171 TCGA-CJ-4871-01A KIRC 0.625784934 TCGA-B0-5109-01A KIRC 1.328625458 TCGA-BP-4352-01A KIRC 0.760415499 TCGA-B0-5694-01A KIRC 0.691966375 TCGA-B0-4818-01A KIRC 0.585193856 TCGA-CZ-4859-01A KIRC 0.811882097 TCGA-BP-4999-01A KIRC 0.800557935 TCGA-CZ-5469-01A KIRC 0.910750772 TCGA-BP-4985-01A KIRC 0.691691818 TCGA-AK-3460-01A KIRC 0.830735784 TCGA-B8-5546-01A KIRC 0.49964581 TCGA-A3-3359-01A KIRC 0.789740302 TCGA-AK-3445-01A KIRC 0.731601524 TCGA-BP-4982-01A KIRC 0.926205771 TCGA-AK-3426-01A KIRC 0.844617994 TCGA-A3-A6NI-01A KIRC 0.878479697 TCGA-A3-3352-01A KIRC 0.843793476 TCGA-B0-5084-01A KIRC 1.648065491 TCGA-CZ-5461-01A KIRC 0.86562662 TCGA-DV-5565-01A KIRC 0.341574935 TCGA-AK-3433-01A KIRC 0.189375859 TCGA-CZ-5986-01A KIRC 1.194458123 TCGA-BP-4766-01A KIRC 1.147459723 TCGA-B0-5696-01A KIRC 0.53915792 TCGA-BP-5008-01A KIRC 0.974777667 TCGA-BP-5187-01A KIRC 0.979699065 TCGA-B8-A54E-01A KIRC 0.805011313 TCGA-BP-4795-01A KIRC 0.827402703 TCGA-B0-4699-01A KIRC 1.390317185 TCGA-BP-4972-01A KIRC 0.954864089 TCGA-EU-5904-01A KIRC 0.671789248 TCGA-A3-3362-01A KIRC 0.787742601 TCGA-B0-5085-01A KIRC 0.37931988 TCGA-A3-3370-01A KIRC 1.311101669 TCGA-BP-4332-01A KIRC 0.697222242 TCGA-B0-4712-01A KIRC 0.691876962 TCGA-B8-5164-01A KIRC 1.052437148 TCGA-BP-4355-01A KIRC 0.820292637 TCGA-AK-3450-01A KIRC 0.500019437 TCGA-B0-5081-01A KIRC 0.901973911 TCGA-B0-5697-01A KIRC 0.774568757 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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 TCGA-2Y-A9H2-01A LIHC 1.358473016 TCGA-5C-A9VG-01A LIHC 1.23766237 TCGA-CC-A3M9-01A LIHC 1.56378233 TCGA-EP-A2KA-01A LIHC 0.870833654 TCGA-DD-AADW-01A LIHC 1.626249944 TCGA-DD-AAED-01A LIHC 0.339597836 TCGA-LG-A9QD-01A LIHC 0.241876173 TCGA-DD-AADV-01A LIHC 0.987311042 TCGA-G3-A3CH-01A LIHC 0.726275216 TCGA-G3-AAV1-01A LIHC 0.759685947 TCGA-ZS-A9CG-01A LIHC 0.468559098 TCGA-DD-AAW3-01A LIHC 0.442160526 TCGA-ED-A7PY-01A LIHC 0.510708244 TCGA-ZP-A9D2-01A LIHC 2.023652222 TCGA-G3-A25Y-01A LIHC 1.214839548 TCGA-G3-A3CI-01A LIHC 0.280088621 TCGA-K7-A5RG-01A LIHC 1.780194577 TCGA-EP-A3RK-01A LIHC 1.373234244 TCGA-CC-A7IJ-01A LIHC 1.431810207 TCGA-MI-A75H-01A LIHC 0.51918395 TCGA-G3-AAV5-01A LIHC 0.793107997 TCGA-ED-A7XP-01A LIHC 0.752504608 TCGA-DD-A1ED-01A LIHC 0.521906074 TCGA-ED-A5KG-01A LIHC 1.247309663 TCGA-ED-A459-01A LIHC 1.32068987 TCGA-2Y-A9GX-01A LIHC 0.755356837 TCGA-DD-A73E-01A LIHC 1.028355829 TCGA-QA-A7B7-01A LIHC 2.334204824 TCGA-DD-AACL-01A LIHC 0.971416855 TCGA-MR-A520-01A LIHC 0.419737143 TCGA-DD-A1EF-01A LIHC 0.786707799 TCGA-G3-A25T-01A LIHC 0.875850392 TCGA-FV-A4ZP-01A LIHC 0.814580837 TCGA-WX-AA44-01A LIHC 0.96152567 TCGA-DD-A4NE-01A LIHC 1.322164332 TCGA-CC-A7IG-01A LIHC 1.247035223 TCGA-ZP-A9D0-01A LIHC 0.341374159 TCGA-G3-A25X-01A LIHC 1.20013904 TCGA-BC-4072-01B LIHC 1.464128193 TCGA-XR-A8TC-01A LIHC 0.846783805 TCGA-BC-A3KF-01A LIHC 0.659474797 TCGA-O8-A75V-01A LIHC 0.280734296 TCGA-DD-AADI-01A LIHC 0.577975176 TCGA-BC-A8YO-01A LIHC 1.911501074 TCGA-DD-A39V-01A LIHC 0.445488018 TCGA-DD-A1EC-01A LIHC 1.000955547 TCGA-DD-AACQ-01A LIHC 0.870540673 TCGA-DD-A1EB-01A LIHC 0.596559066 TCGA-KR-A7K7-01A LIHC 1.085925914 TCGA-DD-AAVV-01A LIHC 0.617210585 TCGA-DD-AADN-01A LIHC 0.513497044 TCGA-LG-A9QC-01A LIHC 0.488210223 TCGA-RC-A7S9-01A LIHC 0.691174547 TCGA-BC-A112-01A LIHC 1.480350834 TCGA-2Y-A9H0-01A LIHC 1.582760981 TCGA-CC-A7IL-01A LIHC 0.545754031 TCGA-KR-A7K2-01A LIHC 0.322709701 TCGA-DD-AADU-01A LIHC 0.169020985 TCGA-ED-A66Y-01A LIHC 1.30302719 TCGA-CC-A8HT-01A LIHC 1.58096261 TCGA-DD-AADY-01A LIHC 1.06920895 TCGA-BC-A216-01A LIHC 1.721224596 TCGA-RC-A7SF-01A LIHC 0.485390669 TCGA-RC-A7SK-01A LIHC 0.545953516 TCGA-DD-AAD8-01A LIHC 1.182454156 TCGA-DD-AAEE-01A LIHC 1.244609934 TCGA-DD-A119-01A LIHC 0.226865949 TCGA-G3-AAV6-01A LIHC 1.208359383 TCGA-DD-A73F-01A LIHC 0.832110042 TCGA-DD-A4NP-01A LIHC 0.264999666 TCGA-DD-AAEK-01A LIHC 0.878537145 TCGA-DD-A11D-01A LIHC 0.305247605 TCGA-DD-A1EG-01A LIHC 0.521256567 TCGA-PD-A5DF-01A LIHC 1.261905355 TCGA-DD-A3A9-01A LIHC 0.377018841 TCGA-2Y-A9H4-01A LIHC 0.97169738 TCGA-DD-A118-01A LIHC 0.400280549 TCGA-DD-A4NL-01A LIHC 0.271647796 TCGA-5C-A9VH-01A LIHC 0.638641517 TCGA-3K-AAZ8-01A LIHC 0.4384122 TCGA-MI-A75G-01A LIHC 0.204074343 TCGA-DD-A3A6-01A LIHC 0.199823408 TCGA-CC-A5UD-01A LIHC 1.956906924 TCGA-DD-A3A3-01A LIHC 0.519829347 TCGA-CC-A7IH-01A LIHC 0.6395354 TCGA-DD-A4NH-01A LIHC 1.330669949 TCGA-K7-A6G5-01A LIHC 0.3628006 TCGA-DD-AACU-01A LIHC 0.714048659 TCGA-BW-A5NO-01A LIHC 1.08472601 TCGA-XR-A8TG-01A LIHC 1.215651112 TCGA-DD-A1EJ-01A LIHC 1.494986139 TCGA-CC-5259-01A LIHC 0.197496347 TCGA-2Y-A9H3-01A LIHC 0.327331288 TCGA-UB-AA0V-01A LIHC 0.44444383 TCGA-GJ-A9DB-01A LIHC 0.919189478 TCGA-DD-A4NK-01A LIHC 0.656163211 TCGA-2Y-A9H6-01A LIHC 0.448285359 TCGA-BD-A2L6-01A LIHC 1.04609165 TCGA-G3-A5SM-01A LIHC 0.712262198 TCGA-DD-AAD5-01A LIHC 1.296056105 TCGA-BD-A3EP-01A LIHC 0.557462177 TCGA-CC-5260-01A LIHC 2.179825202 TCGA-WQ-A9G7-01A LIHC 0.69519232 TCGA-FV-A2QR-01A LIHC 0.624091502 TCGA-DD-AAW2-01A LIHC 0.571891018 TCGA-DD-AA3A-01A LIHC 1.786481155 TCGA-CC-5263-01A LIHC 1.851907317 TCGA-FV-A495-01A LIHC 0.791614209 TCGA-BC-A10U-01A LIHC 0.586787956 TCGA-ZS-A9CE-01A LIHC 0.428980204 TCGA-G3-A7M8-01A LIHC 0.524993704 TCGA-5R-AA1D-01A LIHC 0.470859498 TCGA-ED-A82E-01A LIHC 0.530157278 TCGA-DD-A3A1-01A LIHC 0.45598349 TCGA-MI-A75E-01A LIHC 0.476637832 TCGA-DD-AAEA-01A LIHC 0.994897884 TCGA-ZS-A9CF-01A LIHC 1.166163479 TCGA-G3-A25V-01A LIHC 0.351299565 TCGA-CC-A9FS-01A LIHC 1.115171851 TCGA-BC-A69H-01A LIHC 1.156354833 TCGA-DD-A3A7-01A LIHC 0.653528912 TCGA-CC-5261-01A LIHC 1.505180367 TCGA-G3-AAV0-01A LIHC 0.458089126 TCGA-DD-AAE4-01A LIHC 1.057449927 TCGA-CC-A7II-01A LIHC 1.469648019 TCGA-DD-A3A8-01A LIHC 0.357043624 TCGA-G3-A7M5-01A LIHC 0.205264548 TCGA-CC-A3MC-01A LIHC 1.017230167 TCGA-2V-A95S-01A LIHC 0.857824332 TCGA-ED-A66X-01A LIHC 1.130696953 TCGA-G3-A6UC-01A LIHC 0.731102671 TCGA-BD-A3ER-01A LIHC 0.339186475 TCGA-DD-A3A5-01A LIHC 0.970769801 TCGA-DD-AACH-01A LIHC 2.023528466 TCGA-CC-5262-01A LIHC 0.497039321 TCGA-DD-AADG-01A LIHC 0.912764818 TCGA-DD-AAW0-01A LIHC 0.800718999 TCGA-DD-AACJ-01A LIHC 0.565244687 TCGA-DD-AADL-01A LIHC 1.436073306 TCGA-RC-A6M6-01A LIHC 1.319413446 TCGA-DD-A4NO-01A LIHC 0.492663496 TCGA-CC-A5UE-01A LIHC 1.446294182 TCGA-G3-A7M7-01A LIHC 0.284994401 TCGA-ES-A2HT-01A LIHC 0.119940398 TCGA-DD-AACX-01A LIHC 1.456798141 TCGA-2Y-A9GV-01A LIHC 0.488979531 TCGA-DD-AACF-01A LIHC 1.120412498 TCGA-BW-A5NP-01A LIHC 1.110324256 TCGA-UB-A7MA-01A LIHC 1.475987213 TCGA-G3-A25Z-01A LIHC 0.512548291 TCGA-MI-A75C-01A LIHC 0.370775853 TCGA-DD-A4NA-01A LIHC 0.890619847 TCGA-ZP-A9CV-01A LIHC 0.60309794 TCGA-T1-A6J8-01A LIHC 0.205909929 TCGA-DD-A1EK-01A LIHC 0.534421458 TCGA-5C-AAPD-01A LIHC 1.26175452 TCGA-KR-A7K8-01A LIHC 0.763619021 TCGA-DD-AAD6-01A LIHC 1.400174411 TCGA-DD-A4NB-01A LIHC 0.506000809 TCGA-DD-A11C-01A LIHC 1.487395764 TCGA-WJ-A86L-01A LIHC 1.636679015 TCGA-ED-A8O6-01A LIHC 0.711956988 TCGA-DD-AAEB-01A LIHC 0.29504554 TCGA-2Y-A9GU-01A LIHC 0.43916123 TCGA-DD-A73A-01A LIHC 0.537097824 TCGA-RC-A6M4-01A LIHC 0.922724758 TCGA-BW-A5NQ-01A LIHC 2.457461662 TCGA-DD-AAVY-01A LIHC 0.564658485 TCGA-DD-A1EL-01A LIHC 1.746335028 TCGA-DD-A4NJ-01A LIHC 1.709180092 TCGA-G3-A5SL-01A LIHC 0.569708975 TCGA-DD-AACG-01A LIHC 1.117407578 TCGA-DD-AAC8-01A LIHC 0.548586818 TCGA-ED-A7XO-01A LIHC 1.301556523 TCGA-DD-AACB-01A LIHC 0.825686433 TCGA-G3-A7M6-01A LIHC 1.689979115 TCGA-ED-A97K-01A LIHC 0.879567691 TCGA-DD-A73C-01A LIHC 0.722262576 TCGA-DD-AAW1-01A LIHC 0.572269663 TCGA-XR-A8TF-01A LIHC 0.407940079 TCGA-CC-A5UC-01A LIHC 1.276350118 TCGA-DD-A39Y-01A LIHC 0.663555088 TCGA-DD-A114-01A LIHC 1.862159741 TCGA-NI-A8LF-01A LIHC 0.54908763 TCGA-DD-AADF-01A LIHC 1.251156485 TCGA-DD-AAEI-01A LIHC 0.404311991 TCGA-2Y-A9H5-01A LIHC 0.661395979 TCGA-MP-A4T4-01A LUAD 1.770218351 TCGA-05-4250-01A LUAD 2.559919795 TCGA-64-5774-01A LUAD 2.181914906 TCGA-97-7937-01A LUAD 1.490397669 TCGA-97-A4M6-01A LUAD 0.899496597 TCGA-44-A4SU-01A LUAD 1.016954973 TCGA-78-7155-01A LUAD 2.949269751 TCGA-78-7163-01A LUAD 0.525936432 TCGA-55-7574-01A LUAD 1.230881279 TCGA-78-7535-01A LUAD 1.15422578 TCGA-55-8619-01A LUAD 0.835102075 TCGA-95-7567-01A LUAD 1.35941018 TCGA-44-7670-01A LUAD 2.668245153 TCGA-NJ-A7XG-01A LUAD 0.664665367 TCGA-44-8117-01A LUAD 1.052016498 TCGA-62-8402-01A LUAD 1.715596258 TCGA-49-4507-01A LUAD 1.496548327 TCGA-J2-A4AD-01A LUAD 1.725131821 TCGA-55-A490-01A LUAD 1.831805783 TCGA-67-3770-01A LUAD 0.450077909 TCGA-55-A48Y-01A LUAD 1.506237402 TCGA-44-3918-01A LUAD 1.592652992 TCGA-05-4249-01A LUAD 0.640902558 TCGA-67-4679-01B LUAD 0.685134904 TCGA-55-A494-01A LUAD 1.556470975 TCGA-64-5778-01A LUAD 1.178743541 TCGA-49-AARQ-01A LUAD 1.919063253 TCGA-95-8494-01A LUAD 2.560148555 TCGA-55-7726-01A LUAD 2.148936919 TCGA-78-8660-01A LUAD 1.720004024 TCGA-49-4490-01A LUAD 1.101047386 TCGA-J2-8194-01A LUAD 0.523590953 TCGA-44-2659-01A LUAD 0.729536524 TCGA-78-7633-01A LUAD 0.989388081 TCGA-55-8299-01A LUAD 1.583171343 TCGA-67-6217-01A LUAD 0.648269932 TCGA-67-3774-01A LUAD 0.98800408 TCGA-MP-A4T6-01A LUAD 1.18824798 TCGA-50-5942-01A LUAD 0.69882232 TCGA-55-A48Z-01A LUAD 2.028583389 TCGA-99-AA5R-01A LUAD 0.89002593 TCGA-86-8280-01A LUAD 1.28649435 TCGA-83-5908-01A LUAD 2.658512212 TCGA-78-7146-01A LUAD 2.030252019 TCGA-95-7948-01A LUAD 0.649880712 TCGA-55-7570-01A LUAD 2.490531771 TCGA-50-5072-01A LUAD 2.408464206 TCGA-91-8499-01A LUAD 2.057348323 TCGA-49-AAQV-01A LUAD 1.611554928 TCGA-86-8671-01A LUAD 0.98966909 TCGA-91-6829-01A LUAD 1.655911653 TCGA-05-5428-01A LUAD 0.984424011 TCGA-91-8497-01A LUAD 0.742034484 TCGA-78-7145-01A LUAD 1.952666479 TCGA-69-7973-01A LUAD 2.586036973 TCGA-80-5611-01A LUAD 2.355306047 TCGA-91-6849-01A LUAD 0.77779456 TCGA-49-AAR9-01A LUAD 2.027389572 TCGA-86-8669-01A LUAD 0.981410879 TCGA-86-8279-01A LUAD 1.296446113 TCGA-75-6206-01A LUAD 0.438706238 TCGA-75-6214-01A LUAD 1.697646588 TCGA-49-6744-01A LUAD 1.239757067 TCGA-64-1680-01A LUAD 0.993779596 TCGA-55-8091-01A LUAD 0.999243166 TCGA-44-A47B-01A LUAD 0.8652426 TCGA-73-4676-01A LUAD 2.197447721 TCGA-55-6982-01A LUAD 1.649054572 TCGA-4B-A93V-01A LUAD 0.742551737 TCGA-62-A46Y-01A LUAD 1.404151484 TCGA-78-7160-01A LUAD 1.448406396 TCGA-44-2656-01A LUAD 1.761968052 TCGA-75-7025-01A LUAD 0.666932066 TCGA-L4-A4E5-01A LUAD 2.342394062 TCGA-50-5051-01A LUAD 0.826628237 TCGA-64-1681-01A LUAD 0.793961432 TCGA-78-7161-01A LUAD 0.695025339 TCGA-05-4426-01A LUAD 1.355449319 TCGA-50-5049-01A LUAD 1.138365096 TCGA-44-8120-01A LUAD 0.776315568 TCGA-86-7713-01A LUAD 1.994832196 TCGA-67-3773-01A LUAD 0.49105145 TCGA-44-A479-01A LUAD 1.778223744 TCGA-50-8460-01A LUAD 0.929946295 TCGA-05-4422-01A LUAD 1.05825208 TCGA-05-4390-01A LUAD 1.705445928 TCGA-91-6830-01A LUAD 1.491088267 TCGA-50-5068-01A LUAD 0.513018032 TCGA-44-7669-01A LUAD 2.356612837 TCGA-50-5066-01A LUAD 0.891599765 TCGA-64-5815-01A LUAD 0.868286786 TCGA-50-5939-01A LUAD 1.700582549 TCGA-MP-A4TA-01A LUAD 2.389948282 TCGA-97-A4M1-01A LUAD 0.548354244 TCGA-44-5645-01B LUAD 1.634637919 TCGA-64-1677-01A LUAD 1.302236338 TCGA-44-2662-01A LUAD 2.792189545 TCGA-44-6775-01A LUAD 2.609827251 TCGA-38-4632-01A LUAD 1.367820026 TCGA-55-8092-01A LUAD 1.548890193 TCGA-50-5946-02A LUAD 2.187587981 TCGA-MP-A4TI-01A LUAD 1.838626901 TCGA-05-4418-01A LUAD 1.123711427 TCGA-MN-A4N4-01A LUAD 1.121735637 TCGA-55-8507-01A LUAD 1.668460125 TCGA-86-8668-01A LUAD 1.213492444 TCGA-05-5425-01A LUAD 1.189984729 TCGA-49-4510-01A LUAD 0.201502161 TCGA-55-6979-01A LUAD 2.040190003 TCGA-78-7158-01A LUAD 1.009790936 TCGA-44-6775-01C LUAD 3.102759374 TCGA-97-8547-01A LUAD 1.401342456 TCGA-78-7153-01A LUAD 1.013902307 TCGA-35-4122-01A LUAD 1.003955339 TCGA-44-3918-01B LUAD 2.055600768 TCGA-49-AARE-01A LUAD 1.565722384 TCGA-75-5126-01A LUAD 1.892635006 TCGA-49-6761-01A LUAD 0.925187749 TCGA-91-7771-01A LUAD 0.65941243 TCGA-69-7980-01A LUAD 1.315911525 TCGA-69-8253-01A LUAD 0.437507646 TCGA-95-7947-01A LUAD 2.793546626 TCGA-62-8394-01A LUAD 2.163934016 TCGA-55-8616-01A LUAD 1.088510791 TCGA-49-6743-01A LUAD 2.630090813 TCGA-49-AAR4-01A LUAD 1.930829578 TCGA-38-4625-01A LUAD 2.172745114 TCGA-75-6205-01A LUAD 1.796927344 TCGA-05-4417-01A LUAD 0.940004909 TCGA-50-5045-01A LUAD 0.906184688 TCGA-97-A4M2-01A LUAD 0.822135727 TCGA-97-A4M3-01A LUAD 0.263278657 TCGA-44-2668-01A LUAD 1.998593224 TCGA-71-8520-01A LUAD 2.061805717 TCGA-75-5125-01A LUAD 2.971083896 TCGA-49-4512-01A LUAD 0.757948071 TCGA-86-7711-01A LUAD 2.116155724 TCGA-44-2656-01B LUAD 2.356492574 TCGA-L4-A4E6-01A LUAD 0.757233983 TCGA-49-AAR0-01A LUAD 1.130937307 TCGA-50-7109-01A LUAD 1.574277199 TCGA-L9-A50W-01A LUAD 0.988688793 TCGA-80-5607-01A LUAD 1.580304844 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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 TCGA-WE-AAA4-06A SKCM 0.786045292 TCGA-W3-A828-06A SKCM 1.308123229 TCGA-D3-A3C6-06A SKCM 3.131061254 TCGA-D3-A2JP-06A SKCM 1.227006904 TCGA-D3-A1Q4-06A SKCM 2.133953953 TCGA-FS-A1ZN-01A SKCM 1.500671675 TCGA-RP-A694-06A SKCM 2.978251645 TCGA-W3-A825-06A SKCM 1.840063482 TCGA-FS-A4F2-06A SKCM 1.42889629 TCGA-FS-A1YW-06A SKCM 2.113897461 TCGA-DA-A3F8-06A SKCM 2.215482452 TCGA-DA-A95Z-06A SKCM 2.406609537 TCGA-FS-A1Z3-06A SKCM 2.090623607 TCGA-ER-A19E-06A SKCM 1.916714876 TCGA-D3-A2J9-06A SKCM 1.258249112 TCGA-EB-A6R0-01A SKCM 2.582929202 TCGA-EE-A3J7-06A SKCM 2.073553442 TCGA-FS-A1ZW-06A SKCM 2.525249359 TCGA-EB-A4P0-01A SKCM 1.588944076 TCGA-RP-A690-06A SKCM 0.663096358 TCGA-EE-A29W-06A SKCM 2.469413343 TCGA-FS-A1YY-06A SKCM 2.370848948 TCGA-DA-A3F3-06A SKCM 2.097322221 TCGA-ER-A19P-06A SKCM 1.605862254 TCGA-DA-A1IB-06A SKCM 1.740063998 TCGA-EE-A2GH-06A SKCM 2.708178347 TCGA-EE-A20C-06A SKCM 0.986415102 TCGA-ER-A19B-06A SKCM 2.305553456 TCGA-WE-AAA0-06A SKCM 1.631893912 TCGA-YD-A89C-06A SKCM 1.615435212 TCGA-DA-A1I2-06A SKCM 2.072733456 TCGA-EE-A29E-06A SKCM 2.262705763 TCGA-BF-A5EO-01A SKCM 0.91412682 TCGA-EE-A2GK-06A SKCM 1.817649086 TCGA-FS-A1ZA-06A SKCM 2.082845266 TCGA-ER-A19M-06A SKCM 2.807298007 TCGA-EB-A5UM-01A SKCM 1.203656265 TCGA-EE-A180-06A SKCM 1.676963023 TCGA-FR-A7U8-06A SKCM 2.183673019 TCGA-Z2-A8RT-06A SKCM 1.679744129 TCGA-EE-A3JH-06A SKCM 2.10372523 TCGA-ER-A19G-06A SKCM 2.505662986 TCGA-EE-A3JI-06A SKCM 2.52838837 TCGA-BF-A1PU-01A SKCM 2.392350028 TCGA-EE-A2A1-06A SKCM 1.266936447 TCGA-BF-AAP1-01A SKCM 1.533942426 TCGA-D3-A3BZ-06A SKCM 1.921522501 TCGA-QB-AA9O-06A SKCM 2.055655111 TCGA-ER-A19L-06A SKCM 0.90939753 TCGA-D3-A1QB-06A SKCM 1.868318376 TCGA-EE-A29C-06A SKCM 1.469426452 TCGA-BF-AAP8-01A SKCM 0.649533641 TCGA-D3-A3MR-06A SKCM 1.585047068 TCGA-D3-A2JO-06A SKCM 2.313428688 TCGA-D3-A3CF-06A SKCM 1.899696864 TCGA-GF-A4EO-06A SKCM 1.580328739 TCGA-D3-A3MV-06A SKCM 2.233284549 TCGA-YG-AA3P-06A SKCM 2.03589028 TCGA-GN-A26C-01A SKCM 1.6415065 TCGA-D3-A8GS-06A SKCM 1.813704237 TCGA-FW-A3R5-06A SKCM 2.107571491 TCGA-EB-A5SH-06A SKCM 0.796776644 TCGA-FS-A4F5-06A SKCM 1.461621254 TCGA-ER-A19T-06A SKCM 1.695773998 TCGA-EE-A3AD-06A SKCM 2.429910765 TCGA-GN-A4U3-06A SKCM 2.408106363 TCGA-DA-A1I0-06A SKCM 0.936856037 TCGA-EE-A2GB-06A SKCM 2.021206098 TCGA-D3-A2JE-06A SKCM 2.627321358 TCGA-FS-A1ZD-06A SKCM 2.503387095 TCGA-EE-A3AG-06A SKCM 2.45077443 TCGA-EB-A24D-01A SKCM 2.567525272 TCGA-DA-A95W-06A SKCM 2.305587687 TCGA-D3-A8GJ-06A SKCM 1.948227127 TCGA-D3-A2JA-06A SKCM 1.780884844 TCGA-EE-A2MN-06A SKCM 1.52959846 TCGA-3N-A9WD-06A SKCM 0.82955614 TCGA-EE-A2ME-06A SKCM 2.471133269 TCGA-BF-A9VF-01A SKCM 1.542365435 TCGA-EB-A3XB-01A SKCM 1.289282889 TCGA-EE-A2GR-06A SKCM 2.280666796 TCGA-EB-A550-01A SKCM 1.291256303 TCGA-ER-A19W-06A SKCM 2.470766709 TCGA-GN-A4U8-06A SKCM 2.23152223 TCGA-FS-A4F8-06A SKCM 1.667609036 TCGA-ER-A19H-06A SKCM 2.079724468 TCGA-D3-A1QA-06A SKCM 3.45490729 TCGA-ER-A197-06A SKCM 1.445543271 TCGA-DA-A1IC-06A SKCM 1.841417176 TCGA-EE-A20I-06A SKCM 1.89159376 TCGA-D3-A8GQ-06A SKCM 1.569113122 TCGA-EE-A181-06A SKCM 3.442410807 TCGA-FR-A8YD-06A SKCM 1.362438235 TCGA-EE-A29D-06A SKCM 2.203148223 TCGA-GF-A6C8-06A SKCM 1.974517442 TCGA-FS-A1ZY-06A SKCM 1.384235287 TCGA-W3-A824-06A SKCM 1.555440492 TCGA-3N-A9WC-06A SKCM 1.845125833 TCGA-W3-AA1R-06A SKCM 2.695992353 TCGA-ER-A3ET-06A SKCM 0.669876565 TCGA-D3-A3MO-06A SKCM 1.95373872 TCGA-FW-A5DX-01A SKCM 2.918790298 TCGA-ER-A19J-06A SKCM 2.117931089 TCGA-FR-A44A-06A SKCM 1.695262408 TCGA-D3-A2J7-06A SKCM 2.251150789 TCGA-EB-A5VU-01A SKCM 2.981091235 TCGA-D3-A1Q5-06A SKCM 1.370219383 TCGA-WE-AAA3-06A SKCM 2.918332696 TCGA-D3-A5GO-06A SKCM 1.019214903 TCGA-FS-A1Z7-06A SKCM 2.026506206 TCGA-RP-A695-06A SKCM 1.889925634 TCGA-FS-A1ZB-06A SKCM 1.96012145 TCGA-D3-A8GI-06A SKCM 0.723119661 TCGA-EE-A2A0-06A SKCM 2.269267368 TCGA-EB-A5SF-01A SKCM 0.336715486 TCGA-EE-A184-06A SKCM 1.797889498 TCGA-EE-A17Y-06A SKCM 2.366715964 TCGA-ER-A42K-06A SKCM 1.739403815 TCGA-D3-A1Q6-06A SKCM 1.551651904 TCGA-GN-A265-06A SKCM 2.587867843 TCGA-GN-A26D-06A SKCM 2.447667681 TCGA-ER-A2NF-01A SKCM 1.82889214 TCGA-ER-A2ND-06A SKCM 1.297697555 TCGA-EE-A185-06A SKCM 2.278391524 TCGA-BF-AAP0-06A SKCM 1.241857377 TCGA-EB-A5UN-06A SKCM 2.158156223 TCGA-D3-A5GN-06A SKCM 2.24173976 TCGA-D3-A8GV-06A SKCM 2.055350223 TCGA-BF-A5ER-01A SKCM 1.673488549 TCGA-GF-A3OT-06A SKCM 1.871178962 TCGA-EB-A551-01A SKCM 1.278729264 TCGA-EE-A29R-06A SKCM 1.44580274 TCGA-EE-A2MK-06A SKCM 1.46941586 TCGA-EE-A29G-06A SKCM 1.849896114 TCGA-EE-A20F-06A SKCM 2.55491113 TCGA-GN-A262-06A SKCM 1.148057382 TCGA-EB-A85I-01A SKCM 1.026226998 TCGA-DA-A1HW-06A SKCM 2.586763877 TCGA-ER-A42L-06A SKCM 1.475203443 TCGA-D3-A3ML-06A SKCM 1.745216094 TCGA-DA-A3F2-06A SKCM 0.347516806 TCGA-DA-A1I4-06A SKCM 1.460636325 TCGA-GN-A4U4-06A SKCM 2.094445104 TCGA-EE-A29S-06A SKCM 2.115435703 TCGA-WE-A8ZX-06A SKCM 1.963067685 TCGA-D3-A3C8-06A SKCM 1.847192149 TCGA-HR-A5NC-01A SKCM 1.722301773 TCGA-YG-AA3N-01A SKCM 1.685691574 TCGA-D3-A1Q9-06A SKCM 2.494854616 TCGA-WE-A8ZO-06A SKCM 2.124309225 TCGA-EB-A44Q-06A SKCM 2.993060836 TCGA-GN-A8LN-01A SKCM 1.374500355 TCGA-EB-A430-01A SKCM 2.084891569 TCGA-D9-A3Z4-01A SKCM 2.150427506 TCGA-DA-A1HY-06A SKCM 1.647341838 TCGA-GN-A4U5-01A SKCM 1.180794268 TCGA-WE-A8K6-06A SKCM 0.644940651 TCGA-DA-A95Y-06A SKCM 0.988417135 TCGA-GF-A2C7-01A SKCM 2.952420653 TCGA-EB-A4OZ-01A SKCM 0.484722719 TCGA-EE-A2MS-06A SKCM 2.853538587 TCGA-BF-A1PZ-01A SKCM 1.324092538 TCGA-EE-A2GS-06A SKCM 1.587862527 TCGA-D3-A1Q8-06A SKCM 1.759831506 TCGA-BF-A3DJ-01A SKCM 1.743140386 TCGA-ER-A19N-06A SKCM 1.353963039 TCGA-EB-A3XD-01A SKCM 0.584858431 TCGA-D3-A3C7-06A SKCM 1.29347475 TCGA-BF-AAP7-01A SKCM 0.97062185 TCGA-EE-A2MU-06A SKCM 1.714518198 TCGA-D3-A3CC-06A SKCM 2.218622652 TCGA-ER-A1A1-06A SKCM 2.537032057 TCGA-ER-A2NH-06A SKCM 2.261393313 TCGA-ER-A19O-06A SKCM 0.419491465 TCGA-D3-A51E-06A SKCM 2.627782914 TCGA-IH-A3EA-01A SKCM 1.649103424 TCGA-FS-A4F0-06A SKCM 1.920018846 TCGA-HR-A2OG-06A SKCM 1.559200453 TCGA-EE-A2MG-06A SKCM 1.435123409 TCGA-ER-A19S-06A SKCM 1.129870016 TCGA-ER-A3PL-06A SKCM 2.00308565 TCGA-ER-A19C-06A SKCM 2.812667168 TCGA-EE-A3JB-06A SKCM 2.446521097 TCGA-EE-A2M7-06A SKCM 1.152176474 TCGA-FR-A69P-06A SKCM 2.735890818 TCGA-D3-A51K-06A SKCM 1.229168904 TCGA-FW-A3TV-06A SKCM 2.427070835 TCGA-EE-A2MT-06A SKCM 1.477335371 TCGA-D3-A2JB-06A SKCM 2.453507089 TCGA-EE-A20B-06A SKCM 1.515641592 TCGA-D3-A3MU-06A SKCM 1.302857111 TCGA-FS-A1ZH-06A SKCM 1.792061628 TCGA-EB-A82C-01A SKCM 1.42024872 TCGA-D9-A1JX-06A SKCM 2.286342938 TCGA-GN-A263-01A SKCM 2.411374854 TCGA-D3-A3CE-06A SKCM 2.129222627 TCGA-EE-A2GO-06A SKCM 1.162927225 TCGA-XV-AB01-06A SKCM 0.412478219 TCGA-D9-A6EA-06A SKCM 1.931701608 TCGA-ER-A19K-01A SKCM 2.52023767 TCGA-D3-A8GR-06A SKCM 1.252657356 TCGA-EE-A3AB-06A SKCM 1.543188147 TCGA-ER-A199-06A SKCM 1.96865964 TCGA-EB-A4IQ-01A SKCM 1.471287722 TCGA-D3-A51N-06A SKCM 0.958381945 TCGA-D3-A8GO-06A SKCM 0.737181375 TCGA-DA-A95X-06A SKCM 1.520606996 TCGA-D3-A3C3-06A SKCM 2.303304893 TCGA-HR-A2OH-06A SKCM 2.646428882 TCGA-EB-A3Y6-01A SKCM 2.383065659 TCGA-ER-A2NB-01A SKCM 0.23731049 TCGA-EB-A299-01A SKCM 0.881099019 TCGA-EE-A3JD-06A SKCM 2.198205861 TCGA-ER-A19A-06A SKCM 1.886044812 TCGA-W3-AA21-06A SKCM 0.748543847 TCGA-EE-A3JA-06A SKCM 2.696338138 TCGA-D3-A5GU-06A SKCM 1.742260041 TCGA-FS-A1ZU-06A SKCM 2.234579819 TCGA-EE-A29P-06A SKCM 2.534793131 TCGA-ER-A196-01A SKCM 0.910202843 TCGA-YG-AA3O-06A SKCM 2.211808656 TCGA-D3-A2J8-06A SKCM 1.792719687 TCGA-FR-A726-01A SKCM 1.991099971 TCGA-EE-A2MP-06A SKCM 1.187217382 TCGA-GN-A8LL-06A SKCM 1.112035982 TCGA-BF-AAOU-01A SKCM 1.645840537 TCGA-BF-A1PX-01A SKCM 1.567062826 TCGA-EB-A5UL-06A SKCM 2.847421215 TCGA-D3-A2JK-06A SKCM 0.779630048 TCGA-EE-A3AA-06A SKCM 1.721344137 TCGA-EE-A17X-06A SKCM 2.183290837 TCGA-EB-A431-01A SKCM 3.157815883 TCGA-ER-A193-06A SKCM 1.821363183 TCGA-EE-A2MF-06A SKCM 2.280107338 TCGA-EE-A29T-06A SKCM 1.288374261 TCGA-FR-A3YO-06A SKCM 0.491847238 TCGA-GN-A264-06A SKCM 2.366398616 TCGA-EB-A44N-01A SKCM 1.973388047 TCGA-FW-A5DY-06A SKCM 1.534599855 TCGA-EE-A2GN-06A SKCM 1.907215701 TCGA-ER-A3ES-06A SKCM 1.853653356 TCGA-DA-A960-01A SKCM 1.690177372 TCGA-ER-A194-01A SKCM 0.625059051 TCGA-GN-A26A-06A SKCM 1.830922493 TCGA-EB-A44R-06A SKCM 1.75635875 TCGA-XV-AAZV-01A SKCM 0.838341578 TCGA-EB-A5VV-06A SKCM 1.049643376 TCGA-OD-A75X-06A SKCM 2.605680527 TCGA-GF-A769-01A SKCM 1.950901259 TCGA-EE-A29H-06A SKCM 2.146032217 TCGA-EB-A51B-01A SKCM 1.653413302 TCGA-D9-A1X3-06A SKCM 1.89041272 TCGA-EE-A183-06A SKCM 1.569645296 TCGA-FS-A1Z4-06A SKCM 2.469032083 TCGA-D3-A51R-06A SKCM 2.876064347 TCGA-EB-A41A-01A SKCM 1.353200588 TCGA-D9-A149-06A SKCM 2.501568897 TCGA-EB-A44O-01A SKCM 1.889630502 TCGA-EE-A2A2-06A SKCM 3.556280615 TCGA-GF-A6C9-06A SKCM 1.628613602 TCGA-D3-A5GL-06A SKCM 2.627898329 TCGA-EE-A2MI-06A SKCM 1.979787869 TCGA-WE-A8ZY-06A SKCM 1.925432527 TCGA-EE-A29X-06A SKCM 1.268517641 TCGA-WE-A8JZ-06A SKCM 2.211445839 TCGA-GN-A4U9-06A SKCM 2.424151716 TCGA-FS-A4F4-06A SKCM 1.912268693 TCGA-D9-A4Z3-01A SKCM 1.833005083 TCGA-D9-A6E9-06A SKCM 0.958290548 TCGA-ER-A2NC-06A SKCM 2.155660175 TCGA-EB-A97M-01A SKCM 1.474913527 TCGA-GN-A4U7-06A SKCM 1.247008515 TCGA-FS-A1ZP-06A SKCM 1.442083526 TCGA-EE-A3J5-06A SKCM 1.563198144 TCGA-D3-A8GP-06A SKCM 1.732996225 TCGA-XV-A9W2-01A SKCM 1.993557883 TCGA-D3-A51G-06A SKCM 2.129209359 TCGA-EB-A553-01A SKCM 0.8635789 TCGA-EE-A2GM-06B SKCM 2.800188503 TCGA-D3-A8GN-06A SKCM 1.846879577 TCGA-D3-A1Q1-06A SKCM 1.968526171 TCGA-BF-A5EQ-01A SKCM 1.484147733 TCGA-EE-A2ML-06A SKCM 1.613928143 TCGA-EE-A2GP-06A SKCM 1.587597671 TCGA-EE-A2M6-06A SKCM 2.410914737 TCGA-EE-A3J3-06A SKCM 2.438124357 TCGA-FS-A1ZF-06A SKCM 1.890479659 TCGA-D9-A6EC-06A SKCM 1.85065917 TCGA-FR-A8YC-06A SKCM 0.835851591 TCGA-EB-A4XL-01A SKCM 1.038092322 TCGA-EE-A3AC-06A SKCM 3.032633203 TCGA-EE-A3J4-06A SKCM 2.251374182 TCGA-BF-A1Q0-01A SKCM 2.911831859 TCGA-D7-5577-01A STAD 1.835613812 TCGA-D7-6818-01A STAD 2.003344056 TCGA-BR-4280-01A STAD 2.195776858 TCGA-D7-8572-01A STAD 2.543959088 TCGA-VQ-A91Z-01A STAD 3.200492705 TCGA-HU-A4HD-01A STAD 2.439156358 TCGA-D7-8573-01A STAD 2.582614885 TCGA-BR-7959-01A STAD 2.391098261 TCGA-BR-8679-01A STAD 2.405459 TCGA-CG-5726-01A STAD 1.749425241 TCGA-BR-6453-01A STAD 1.287381631 TCGA-BR-A4QL-01A STAD 1.607842037 TCGA-VQ-AA6A-01A STAD 1.959400694 TCGA-HF-7132-01A STAD 2.442721828 TCGA-BR-A4IV-01A STAD 0.983717547 TCGA-CG-5718-01A STAD 1.148657493 TCGA-BR-8296-01A STAD 2.026368387 TCGA-R5-A7ZR-01A STAD 1.866416415 TCGA-BR-8680-01A STAD 2.782805075 TCGA-VQ-A8P2-01A STAD 2.052116227 TCGA-CD-8533-01A STAD 2.888690383 TCGA-RD-A8N2-01A STAD 0.999283065 TCGA-VQ-A92D-01A STAD 2.115459338 TCGA-HU-A4GT-01A STAD 2.112053057 TCGA-ZA-A8F6-01A STAD 1.438736112 TCGA-D7-A74A-01A STAD 1.912091859 TCGA-IN-A7NR-01A STAD 1.735081939 TCGA-HU-A4H2-01A STAD 2.139124999 TCGA-BR-6456-01A STAD 2.069538285 TCGA-CG-4442-01A STAD 1.967634238 TCGA-CD-8524-01A STAD 1.203774756 TCGA-VQ-A8PO-01A STAD 2.37712523 TCGA-BR-7717-01A STAD 1.246450624 TCGA-CG-4475-01A STAD 2.635273297 TCGA-BR-4369-01A STAD 2.450491237 TCGA-HU-A4GP-01A STAD 1.876077755 TCGA-VQ-A94R-01A STAD 2.413940718 TCGA-VQ-A91E-01A STAD 2.289613359 TCGA-HU-A4GD-01A STAD 2.802536332 TCGA-FP-8211-01A STAD 0.32440885 TCGA-D7-A747-01A STAD 1.219565729 TCGA-KB-A93G-01A STAD 1.494878968 TCGA-RD-A8MV-01A STAD 1.835278033 TCGA-BR-4256-01A STAD 2.124559474 TCGA-FP-7735-01A STAD 2.043377194 TCGA-VQ-A8PK-01A STAD 2.531030791 TCGA-BR-7707-01A STAD 2.346270017 TCGA-IN-A6RS-01A STAD 1.761148554 TCGA-D7-6519-01A STAD 1.378544309 TCGA-CG-4440-01A STAD 2.701737019 TCGA-BR-8487-01A STAD 1.641135165 TCGA-VQ-A94U-01A STAD 2.443388256 TCGA-CG-5717-01A STAD 1.203632918 TCGA-BR-A4CR-01A STAD 2.729936858 TCGA-HU-8249-01A STAD 2.587416464 TCGA-BR-6454-01A STAD 2.430103158 TCGA-BR-8295-01A STAD 1.913703914 TCGA-BR-7722-01A STAD 1.127815387 TCGA-HU-A4HB-01A STAD 1.930481635 TCGA-BR-7958-01A STAD 2.105545175 TCGA-BR-7197-01A STAD 2.307031779 TCGA-VQ-A94P-01A STAD 0.904053685 TCGA-D7-8575-01A STAD 1.405236316 TCGA-VQ-A8E0-01A STAD 2.350650238 TCGA-VQ-A8PP-01A STAD 1.827227794 TCGA-BR-8372-01A STAD 2.189493533 TCGA-VQ-A91Y-01A STAD 1.752065556 TCGA-IN-A6RL-01A STAD 1.539981481 TCGA-CG-5732-01A STAD 0.944241521 TCGA-RD-A8MW-01A STAD 1.612952737 TCGA-KB-A6F7-01A STAD 2.865197167 TCGA-BR-8382-01A STAD 1.798661112 TCGA-BR-8060-01A STAD 2.871735573 TCGA-HU-A4GF-01A STAD 2.63505123 TCGA-R5-A7ZI-01A STAD 1.540619242 TCGA-BR-8588-01A STAD 2.124323435 TCGA-CD-5801-01A STAD 1.586804762 TCGA-CD-5800-01A STAD 2.295305306 TCGA-CG-4462-01A STAD 1.233358163 TCGA-CD-8530-01A STAD 1.433753544 TCGA-VQ-A8PX-01A STAD 1.936615873 TCGA-D7-8578-01A STAD 1.648389832 TCGA-BR-6458-01A STAD 1.75497328 TCGA-VQ-A8PB-01A STAD 2.992295218 TCGA-D7-6822-01A STAD 2.251742876 TCGA-BR-8284-01A STAD 3.228930205 TCGA-3M-AB47-01A STAD 1.523645675 TCGA-BR-8381-01A STAD 2.474200355 TCGA-BR-4191-01A STAD 1.756282212 TCGA-MX-A666-01A STAD 3.270905797 TCGA-CD-A486-01A STAD 1.438966125 TCGA-BR-8077-01A STAD 1.886996928 TCGA-MX-A663-01A STAD 1.62876874 TCGA-R5-A7O7-01A STAD 2.022145873 TCGA-VQ-A8DZ-01A STAD 2.134039103 TCGA-BR-A44T-01A STAD 1.292928461 TCGA-HU-A4H6-01A STAD 1.839338057 TCGA-BR-A4CS-01A STAD 1.740947964 TCGA-CG-4438-01A STAD 2.991841792 TCGA-RD-A7BW-01A STAD 1.122930636 TCGA-D7-8570-01A STAD 1.966728751 TCGA-BR-4368-01A STAD 1.813241278 TCGA-CG-5720-01A STAD 1.529703366 TCGA-D7-8579-01A STAD 1.425875542 TCGA-IN-A6RO-01A STAD 2.607440062 TCGA-VQ-AA69-01A STAD 3.216581413 TCGA-IP-7968-01A STAD 2.781742915 TCGA-BR-8371-01A STAD 1.148943236 TCGA-KB-A93J-01A STAD 2.055854769 TCGA-D7-A4YU-01A STAD 3.327571829 TCGA-BR-6705-01A STAD 1.308739103 TCGA-BR-6803-01A STAD 1.366281062 TCGA-D7-A6EX-01A STAD 0.973216584 TCGA-HU-A4G9-01A STAD 2.073965881 TCGA-BR-6564-01A STAD 0.693207501 TCGA-D7-A4YX-01A STAD 2.552094691 TCGA-CG-4441-01A STAD 1.411558991 TCGA-VQ-A8DV-01A STAD 1.82726733 TCGA-CG-5719-01A STAD 1.586026032 TCGA-HU-A4GX-01A STAD 2.230407377 TCGA-BR-8483-01A STAD 2.163295025 TCGA-VQ-A8PC-01A STAD 2.440364268 TCGA-CD-8526-01A STAD 2.508661543 TCGA-BR-8380-01A STAD 1.518369371 TCGA-VQ-A8PQ-01A STAD 1.61541017 TCGA-BR-8291-01A STAD 1.364032538 TCGA-HU-A4GQ-01A STAD 1.81073458 TCGA-BR-8081-01A STAD 2.036124199 TCGA-HU-A4H4-01A STAD 2.314560893 TCGA-VQ-A91K-01A STAD 2.032781935 TCGA-R5-A7ZE-01B STAD 1.880640588 TCGA-BR-4367-01A STAD 1.742440915 TCGA-BR-8297-01A STAD 1.898857116 TCGA-BR-8687-01A STAD 1.562486001 TCGA-BR-8683-01A STAD 2.259711024 TCGA-F1-A72C-01A STAD 2.259224022 TCGA-VQ-A8PM-01A STAD 2.099451914 TCGA-VQ-A925-01A STAD 2.279391891 TCGA-IN-7808-01A STAD 1.672068947 TCGA-HU-A4G8-01A STAD 2.435888274 TCGA-CD-A48A-01A STAD 2.024145159 TCGA-B7-A5TJ-01A STAD 1.469229896 TCGA-IN-8462-01A STAD 1.685016759 TCGA-BR-4294-01A STAD 0.302857462 TCGA-BR-A4J4-01A STAD 1.923180491 TCGA-IN-7806-01A STAD 2.103234427 TCGA-VQ-AA6F-01A STAD 2.393785481 TCGA-BR-A4J8-01A STAD 1.471532975 TCGA-BR-6707-01A STAD 1.67850414 TCGA-HU-A4GC-01A STAD 1.527191527 TCGA-BR-8682-01A STAD 1.227891545 TCGA-HU-A4H0-01A STAD 3.670258634 TCGA-BR-8677-01A STAD 2.095469585 TCGA-FP-7998-01A STAD 2.356358453 TCGA-D7-8574-01A STAD 1.792184598 TCGA-VQ-A8P5-01A STAD 4.156751758 TCGA-CD-8532-01A STAD 1.938317838 TCGA-VQ-A91A-01A STAD 2.339528278 TCGA-CG-4466-01A STAD 3.195128357 TCGA-BR-8369-01A STAD 2.195603903 TCGA-D7-A4Z0-01A STAD 1.222857205 TCGA-CG-4444-01A STAD 2.087299138 TCGA-BR-7715-01A STAD 1.632407663 TCGA-BR-8590-01A STAD 1.55851856 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 TCGA-IN-A6RI-01A STAD 2.313674623 TCGA-IN-A7NU-01A STAD 1.340915564 TCGA-CD-8534-01A STAD 2.576391392 TCGA-VQ-AA68-01A STAD 2.738580979 TCGA-FP-8631-01A STAD 1.76325117 TCGA-D7-A6EY-01A STAD 2.304127184 TCGA-D7-6526-01A STAD 3.09945944 TCGA-BR-8364-01A STAD 1.255474578 TCGA-BR-6563-01A STAD 0.767512695 TCGA-BR-8676-01A STAD 1.968192368 TCGA-CG-5721-01A STAD 2.14336182 TCGA-HF-7133-01A STAD 2.719545414 TCGA-CD-8528-01A STAD 2.33639103 TCGA-HU-8244-01A STAD 2.182487948 TCGA-CD-5813-01A STAD 1.393831803 TCGA-BR-8484-01A STAD 2.305302684 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 TCGA-BR-8592-01A STAD 1.425625322 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 TCGA-CG-4465-01A STAD 2.735396456 TCGA-HU-A4H5-01A STAD 2.113308811 TCGA-CG-4437-01A STAD 1.618389461 TCGA-CD-5804-01A STAD 1.433241711 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 TCGA-EM-A2CM-01A THCA 1.511599277 TCGA-DJ-A2PV-01A THCA 0.742729409 TCGA-DJ-A3VG-01A THCA 1.703876127 TCGA-BJ-A0ZJ-01A THCA 0.786193875 TCGA-EM-A3SU-01A THCA 0.583284514 TCGA-E3-A3E0-01A THCA 1.044516695 TCGA-EL-A3GP-01A THCA 0.89831259 TCGA-H2-A3RI-01A THCA 0.766490138 TCGA-ET-A2N0-01A THCA 0.548552881 TCGA-DJ-A13X-01A THCA 0.94846231 TCGA-DJ-A3UX-01A THCA 1.10533769 TCGA-FY-A3WA-01A THCA 0.776556636 TCGA-DJ-A2PR-01A THCA 0.592800053 TCGA-EM-A3FQ-01A THCA 0.66234651 TCGA-FY-A40L-01A THCA 1.140105401 TCGA-DE-A3KN-01A THCA 1.042731386 TCGA-EM-A2P2-01A THCA 1.51100152 TCGA-E3-A3E1-01A THCA 1.174150621 TCGA-BJ-A45F-01A THCA 0.982573093 TCGA-FY-A3I4-01A THCA 0.797461406 TCGA-EM-A22K-01A THCA 0.899495887 TCGA-BJ-A45G-01A THCA 1.154701438 TCGA-CE-A27D-01A THCA 1.023484067 TCGA-EM-A3FL-01A THCA 1.61592893 TCGA-DJ-A1QG-01A THCA 1.859147719 TCGA-EM-A1YD-01A THCA 0.895738743 TCGA-DE-A69K-01A THCA 0.975617897 TCGA-J8-A4HY-01A THCA 0.742999499 TCGA-EL-A3D1-01A THCA 0.418565581 TCGA-BJ-A4O9-01A THCA 1.24074654 TCGA-BJ-A4O8-01A THCA 1.052633819 TCGA-KS-A4I3-01A THCA 1.158964343 TCGA-E8-A414-01A THCA 1.137345494 TCGA-L6-A4EU-01A THCA 0.584952423 TCGA-EM-A4FM-01A THCA 1.008764474 TCGA-ET-A2MX-01A THCA 0.783124132 TCGA-EL-A3CR-01A THCA 0.597633382 TCGA-DJ-A2PU-01A THCA 0.672534258 TCGA-E3-A3E3-01A THCA 0.746367152 TCGA-EL-A3N3-01A THCA 1.165351976 TCGA-EM-A3FK-01A THCA 0.866462124 TCGA-EM-A3FP-01A THCA 0.695209171 TCGA-DJ-A3VM-01A THCA 1.837528015 TCGA-DJ-A13L-01A THCA 0.791049341 TCGA-ET-A2MZ-01A THCA 0.846254398 TCGA-BJ-A0Z9-01A THCA 0.948237205 TCGA-FY-A40M-01A THCA 0.91561117 TCGA-DJ-A3VJ-01A THCA 0.89837217 TCGA-EL-A3D4-01A THCA 2.82280066 TCGA-DJ-A3UY-01A THCA 0.869420021 TCGA-BJ-A0ZC-01A THCA 0.850974637 TCGA-FK-A3SB-01A THCA 0.650337891 TCGA-ET-A3BN-01A THCA 1.093109521 TCGA-DJ-A2PW-01A THCA 0.513821603 TCGA-DJ-A2Q3-01A THCA 1.04527308 TCGA-DJ-A2Q7-01A THCA 0.701597561 TCGA-EL-A4K4-01A THCA 0.866108299 TCGA-ET-A40S-01A THCA 0.785816339 TCGA-DJ-A2PY-01A THCA 1.091979428 TCGA-CE-A3MD-01A THCA 1.143208227 TCGA-DJ-A3UN-01A THCA 0.79338752 TCGA-EM-A2CQ-01A THCA 2.105418985 TCGA-BJ-A45H-01A THCA 0.475682655 TCGA-EL-A4JZ-01A THCA 0.649346904 TCGA-IM-A41Z-01A THCA 1.432817485 TCGA-EL-A3T3-01A THCA 0.618062873 TCGA-DE-A4M8-01A THCA 0.844320382 TCGA-DJ-A2PQ-01A THCA 0.693323545 TCGA-DJ-A3UO-01A THCA 0.965719525 TCGA-EL-A3D6-01A THCA 0.87501695 TCGA-FE-A234-01A THCA 0.824825992 TCGA-DJ-A2Q5-01A THCA 1.04745275 TCGA-EM-A22L-01A THCA 1.540917919 TCGA-E3-A3E5-01A THCA 0.621873646 TCGA-BJ-A0ZE-01A THCA 1.433060689 TCGA-FY-A2QD-01A THCA 1.017136725 TCGA-CE-A13K-01A THCA 0.953358625 TCGA-QD-A8IV-01A THCA 1.432488163 TCGA-4C-A93U-01A THCA 0.763038833 TCGA-FK-A4UB-01A THCA 0.569681347 TCGA-EM-A22O-01A THCA 1.024466447 TCGA-EL-A3ZM-01A THCA 0.670980983 TCGA-DE-A4M9-01A THCA 0.704806652 TCGA-ET-A39L-01A THCA 1.607411487 TCGA-BJ-A0Z3-01A THCA 1.072367242 TCGA-ET-A4KQ-01A THCA 2.134224183 TCGA-DO-A1K0-01A THCA 1.436726721 TCGA-EL-A3H1-01A THCA 1.626625787 TCGA-ET-A25K-01A THCA 1.038233044 TCGA-EM-A2CJ-01A THCA 0.779319035 TCGA-EL-A3CL-01A THCA 0.684026833 TCGA-EL-A3T9-01A THCA 0.763477821 TCGA-EM-A3FN-01A THCA 0.572973071 TCGA-FE-A232-01A THCA 0.87954885 TCGA-E8-A3X7-01A THCA 0.670237705 TCGA-BJ-A28Z-01A THCA 0.859740194 TCGA-EM-A3AP-01A THCA 0.94725133 TCGA-DJ-A4UQ-01A THCA 1.753345334 TCGA-DE-A4MA-01A THCA 0.342261969 TCGA-EL-A3T8-01A THCA 0.917316339 TCGA-FE-A231-01A THCA 1.004569832 TCGA-EL-A3ZQ-01A THCA 0.374960606 TCGA-KS-A4IB-01A THCA 0.921914128 TCGA-FE-A3PA-01A THCA 0.605404279 TCGA-EL-A3ZL-01A THCA 0.786131433 TCGA-EM-A4G1-01A THCA 1.158728369 TCGA-EM-A2CS-01A THCA 1.325048799 TCGA-DJ-A13P-01A THCA 0.467725744 TCGA-EM-A2CN-01A THCA 1.430652314 TCGA-DJ-A4UT-01A THCA 0.911616884 TCGA-EL-A3ZK-01A THCA 1.154832064 TCGA-BJ-A0Z0-01A THCA 2.742032201 TCGA-ET-A2N4-01A THCA 0.687941996 TCGA-BJ-A191-01A THCA 0.989013733 TCGA-EM-A1CS-01A THCA 0.818762088 TCGA-E8-A2JQ-01A THCA 1.213851032 TCGA-DJ-A13V-01A THCA 0.82656974 TCGA-EL-A3MX-01A THCA 0.546112586 TCGA-CE-A484-01A THCA 0.624912249 TCGA-DJ-A13R-01A THCA 1.41340985 TCGA-H2-A2K9-01A THCA 1.722414103 TCGA-BJ-A0Z2-01A THCA 1.310258186 TCGA-DJ-A2Q1-01A THCA 0.408876407 TCGA-BJ-A0ZG-01A THCA 0.70693578 TCGA-E8-A437-01A THCA 0.911598946 TCGA-FK-A3SD-01A THCA 0.493951558 TCGA-BJ-A3PT-01A THCA 0.647021485 TCGA-ET-A3BP-01A THCA 1.092282574 TCGA-ET-A3BS-01A THCA 0.842995873 TCGA-EL-A3GW-01A THCA 1.855590896 TCGA-DJ-A1QO-01A THCA 0.987538259 TCGA-DJ-A1QI-01A THCA 0.934681543 TCGA-EL-A3MZ-01A THCA 0.724223409 TCGA-BJ-A0ZA-01A THCA 1.280472554 TCGA-BJ-A45C-01A THCA 1.635089511 TCGA-EM-A2CK-01A THCA 1.415253519 TCGA-KS-A41L-01A THCA 0.590838815 TCGA-ET-A3DR-01A THCA 0.882730892 TCGA-ET-A3DQ-01A THCA 1.190722553 TCGA-EL-A3H3-01A THCA 0.574640951 TCGA-FY-A3W9-01A THCA 0.847658848 TCGA-KS-A4I5-01A THCA 0.496404393 TCGA-DJ-A4UP-01A THCA 1.369467475 TCGA-EM-A4FO-01A THCA 1.019853655 TCGA-DJ-A3V0-01A THCA 0.713433733 TCGA-DJ-A2QC-01A THCA 0.623088965 TCGA-BJ-A28X-01A THCA 1.317807169 TCGA-EM-A4FN-01A THCA 0.770744969 TCGA-DJ-A3VA-01A THCA 1.268951728 TCGA-EM-A1CT-01A THCA 0.919043251 TCGA-EL-A3H7-01A THCA 0.828752216 TCGA-FK-A3SG-01A THCA 0.88018883 TCGA-EL-A4JV-01A THCA 1.417905156 TCGA-DE-A4MD-01A THCA 0.556040903 TCGA-ET-A3DS-01A THCA 1.207768105 TCGA-CE-A482-01A THCA 1.021314377 TCGA-FE-A236-01A THCA 1.046187676 TCGA-EL-A3CO-01A THCA 0.839278611 TCGA-E8-A417-01A THCA 0.681543795 TCGA-EM-A2OX-01A THCA 0.630141695 TCGA-EL-A4JX-01A THCA 0.93474471 TCGA-KS-A41I-01A THCA 0.6493087 TCGA-BJ-A0YZ-01A THCA 1.318687941 TCGA-ET-A39I-01A THCA 0.953831397 TCGA-DJ-A3V7-01A THCA 0.971365897 TCGA-EL-A3TA-01A THCA 0.724701001 TCGA-ET-A2MY-01A THCA 0.766859302 TCGA-BJ-A45E-01A THCA 0.805190208 TCGA-ET-A25I-01A THCA 0.87348101 TCGA-FY-A76V-01A THCA 1.203105772 TCGA-BJ-A3EZ-01A THCA 1.503475486 TCGA-DJ-A3UM-01A THCA 0.723049198 TCGA-DJ-A13W-01A THCA 0.186083466 TCGA-J8-A3YH-06A THCA 0.578043847 TCGA-DJ-A3UR-01A THCA 0.545597137 TCGA-EM-A3O7-01A THCA 0.603995318 TCGA-IM-A3U3-01A THCA 1.131011653 TCGA-XU-A92T-01A THYM 0.756129439 TCGA-ZB-A96A-01A THYM 1.922530598 TCGA-XU-A933-01A THYM 2.767758643 TCGA-XM-A8RH-01A THYM 2.600021682 TCGA-4X-A9FB-01A THYM 2.292111028 TCGA-ZC-AAAF-01A THYM 1.996974548 TCGA-X7-A8DF-01A THYM 1.798244886 TCGA-4V-A9QN-01A THYM 1.127104331 TCGA-5K-AAAP-01A THYM 1.368229371 TCGA-ZB-A961-01A THYM 0.742335827 TCGA-3G-AB0O-01A THYM 2.452862335 TCGA-4X-A9FD-01A THYM 1.772286149 TCGA-5U-AB0E-01A THYM 1.225578871 TCGA-X7-A8M3-01A THYM 1.17365417 TCGA-XM-A8RB-01A THYM 2.305823238 TCGA-XU-A92U-01A THYM 1.932866209 TCGA-ZB-A96Q-01A THYM 2.593811367 TCGA-XM-A8RE-01A THYM 2.053289947 TCGA-ZB-A96V-01A THYM 1.979169375 TCGA-5U-AB0D-01A THYM 2.030544407 TCGA-XU-A92Z-01A THYM 1.337272712 TCGA-ZB-A96L-01A THYM 1.890923396 TCGA-3G-AB19-01A THYM 1.058491514 TCGA-5U-AB0F-01A THYM 1.124195708 TCGA-X7-A8D9-01A THYM 2.050781328 TCGA-5V-A9RR-01A THYM 1.037627836 TCGA-4V-A9QJ-01A THYM 2.30963635 TCGA-ZT-A8OM-01A THYM 1.732176727 TCGA-XU-A92W-01A THYM 2.2033237 TCGA-ZL-A9V6-01A THYM 1.224172807 TCGA-XM-A8RC-01A THYM 2.36151151 TCGA-X7-A8DB-01A THYM 2.252256471 TCGA-XU-A932-01A THYM 1.907863701 TCGA-3S-AAYX-01A THYM 2.424405833 TCGA-XM-A8RI-01A THYM 1.450923855 TCGA-ZB-A96H-01A THYM 0.742757205 TCGA-XM-A8RD-01A THYM 1.807084843 TCGA-XU-A92O-01A THYM 1.208660683 TCGA-XU-A92Q-01A THYM 0.678228816 TCGA-X7-A8M8-01A THYM 2.233764234 TCGA-XU-AAXZ-01A THYM 1.449317564 TCGA-ZC-AAAA-01A THYM 1.623891797 TCGA-XU-AAXX-01A THYM 1.855961098 TCGA-XM-AAZ2-01A THYM 0.745238424 TCGA-ZB-A964-01A THYM 0.702004989 TCGA-XU-AAY1-01A THYM 1.800878057 TCGA-4X-A9FA-01A THYM 0.63129545 TCGA-ZB-A96K-01A THYM 1.517250914 TCGA-ZB-A96G-01A THYM 1.850594356 TCGA-XU-AAXV-01A THYM 2.016388202 TCGA-ZB-A96E-01A THYM 2.016805156 TCGA-ZB-A96P-01A THYM 2.752529782 TCGA-4V-A9QS-01A THYM 2.256881351 TCGA-X7-A8M0-01A THYM 0.929650519 TCGA-4X-A9F9-01A THYM 1.684940302 TCGA-YT-A95E-01A THYM 1.920087066 TCGA-ZB-A96M-01A THYM 1.747766583 TCGA-4V-A9QW-01A THYM 1.52628693 TCGA-ZB-A96I-01A THYM 0.838963947 TCGA-ZB-A96C-01A THYM 0.907949767 TCGA-4V-A9QR-01A THYM 1.735908996 TCGA-XU-A92Y-01A THYM 2.014251073 TCGA-YT-A95F-01A THYM 2.057679223 TCGA-XU-AAY0-01A THYM 1.56021639 TCGA-XM-A8RG-01A THYM 1.437457163 TCGA-XM-AAZ1-01A THYM 2.043782864 TCGA-X7-A8M4-01A THYM 2.348467899 TCGA-ZB-A966-01A THYM 1.426138699 TCGA-YT-A95H-01A THYM 2.174570313 TCGA-ZB-A969-01A THYM 1.160109683 TCGA-3G-AB14-01A THYM 1.549352025 TCGA-XU-A931-01A THYM 1.138137768 TCGA-XM-A8RF-01A THYM 1.248269287 TCGA-5G-A9ZZ-01A THYM 2.398555943 TCGA-X7-A8D6-01A THYM 2.922822031 TCGA-ZB-A96O-01A THYM 2.025810979 TCGA-XU-AAXY-01A THYM 1.638256291 TCGA-XU-AAXW-01A THYM 2.032004466 TCGA-3S-A8YW-01A THYM 2.735590147 TCGA-ZB-A96F-01A THYM 1.695105965 TCGA-X7-A8DG-01A THYM 1.625624663 TCGA-ZC-AAAH-01A THYM 1.686196378 TCGA-X7-A8M5-01A THYM 0.622436379 TCGA-X7-A8M6-01A THYM 1.48531952 TCGA-YT-A95G-01A THYM 2.435304399 TCGA-ZB-A965-01A THYM 0.840772195 TCGA-ZC-AAA7-01A THYM 1.297593796 TCGA-XH-A853-01A THYM 2.051500424 TCGA-ZB-A96D-01A THYM 2.037906386 TCGA-X7-A8D7-01A THYM 2.507779856 TCGA-X7-A8M1-01A THYM 1.766630213 TCGA-X7-A8DJ-01A THYM 2.328891089 TCGA-ZB-A96B-01A THYM 1.988277308 TCGA-3G-AB0Q-01A THYM 0.655722789 TCGA-4X-A9FC-01A THYM 2.353932136 TCGA-3T-AA9L-01A THYM 2.014928488 TCGA-4V-A9QX-01A THYM 2.110022192 TCGA-X7-A8M7-01A THYM 1.810320915 TCGA-4V-A9QL-01A THYM 1.515447709 TCGA-3Q-A9WF-01A THYM 2.139397891 TCGA-XU-A92V-01A THYM 1.28439771 TCGA-ZB-A963-01A THYM 2.039839649 TCGA-XU-A92X-01A THYM 0.904088135 TCGA-XU-A936-01A THYM 1.758072332 TCGA-XM-A8R8-01A THYM 1.366547348 TCGA-4V-A9QI-01A THYM 1.749436279 TCGA-X7-A8DE-01A THYM 2.124705907 TCGA-X7-A8D8-01A THYM 1.598125519 TCGA-XU-A930-01A THYM 2.462935137 TCGA-4V-A9QT-01A THYM 2.22889355 TCGA-XM-AAZ3-01A THYM 0.962074209 TCGA-3G-AB0T-01A THYM 1.616929078 TCGA-4V-A9QU-01A THYM 1.936910638 TCGA-XM-A8RL-01A THYM 2.481394426 TCGA-XM-A8R9-01A THYM 1.451932408 TCGA-X7-A8DD-01A THYM 1.996904756 TCGA-YT-A95D-01A THYM 0.736553071 TCGA-ZB-A96R-01A THYM 1.972954163 TCGA-4V-A9QM-01A THYM 1.72095208 TCGA-AX-A06J-01A UCEC 0.56087544 TCGA-B5-A11P-01B UCEC 1.776104511 TCGA-AX-A05T-01A UCEC 1.643194722 TCGA-BG-A0M8-01A UCEC 0.215251279 TCGA-BG-A0LX-01A UCEC 1.541858856 TCGA-EY-A5W2-01A UCEC 1.7721138 TCGA-D1-A2G0-01A UCEC 2.826005321 TCGA-AP-A053-01A UCEC 1.018805544 TCGA-A5-A0G1-01A UCEC 1.539144895 TCGA-EO-A3KW-01A UCEC 1.287455298 TCGA-BG-A0MI-01A UCEC 1.897484804 TCGA-AJ-A3NG-01A UCEC 2.602355105 TCGA-AJ-A3OJ-01A UCEC 1.827522787 TCGA-A5-A2K5-01A UCEC 1.450285569 TCGA-AX-A1C7-01A UCEC 0.509290116 TCGA-D1-A167-01A UCEC 2.366240105 TCGA-B5-A11X-01A UCEC 2.249734344 TCGA-BS-A0V4-01A UCEC 0.741082177 TCGA-DF-A2L0-01A UCEC 0.497834079 TCGA-BK-A6W3-01A UCEC 2.311233929 TCGA-FI-A2EU-01A UCEC 1.344546409 TCGA-AX-A3FS-01A UCEC 2.277775952 TCGA-D1-A17R-01A UCEC 1.244437138 TCGA-AJ-A5DW-01A UCEC 1.510582592 TCGA-EY-A1GH-01A UCEC 2.272590134 TCGA-AP-A1DM-01A UCEC 1.455911134 TCGA-BG-A0MS-01A UCEC 1.522573559 TCGA-E6-A1LZ-01A UCEC 2.207920978 TCGA-B5-A11E-01A UCEC 1.607676947 TCGA-FI-A2F9-01A UCEC 1.544911477 TCGA-BG-A0YV-01A UCEC 1.813926726 TCGA-AP-A1DR-01A UCEC 1.834235517 TCGA-AP-A0LG-01A UCEC 2.201996442 TCGA-BG-A186-01A UCEC 1.109930106 TCGA-AX-A1CK-01A UCEC 1.358314703 TCGA-AX-A2HC-01A UCEC 2.742825316 TCGA-BG-A18C-01A UCEC 1.523131875 TCGA-EY-A2OQ-01A UCEC 1.270239608 TCGA-DF-A2KR-01A UCEC 0.302777781 TCGA-FI-A3PV-01A UCEC 1.646268724 TCGA-BK-A0CA-01B UCEC 3.345977547 TCGA-AJ-A23M-01A UCEC 1.446443713 TCGA-A5-A0R7-01A UCEC 0.912859123 TCGA-BG-A0W2-01A UCEC 0.735564323 TCGA-PG-A5BC-01A UCEC 1.605766501 TCGA-5B-A90C-01A UCEC 2.033487305 TCGA-A5-A0GU-01A UCEC 1.133511548 TCGA-A5-A1OF-01A UCEC 1.863279604 TCGA-AX-A1CE-01A UCEC 1.308872706 TCGA-EY-A215-01A UCEC 2.161476585 TCGA-EY-A1GT-01A UCEC 1.135608797 TCGA-AP-A0LI-01A UCEC 1.343958753 TCGA-B5-A1MW-01A UCEC 2.475460828 TCGA-AX-A0IW-01A UCEC 1.465474602 TCGA-EY-A2ON-01A UCEC 1.73534985 TCGA-B5-A11G-01A UCEC 1.125283602 TCGA-QS-A5YR-01A UCEC 1.657884005 TCGA-BS-A0U5-01A UCEC 1.418176282 TCGA-SL-A6J9-01A UCEC 1.117823534 TCGA-EO-A1Y7-01A UCEC 0.824514265 TCGA-BS-A0UJ-01A UCEC 0.777119894 TCGA-AX-A1C8-01A UCEC 0.997451419 TCGA-DF-A2KY-01A UCEC 1.290590471 TCGA-B5-A11L-01B UCEC 0.952575289 TCGA-EO-A1Y8-01A UCEC 0.977235121 TCGA-FI-A2F4-01A UCEC 1.934684303 TCGA-AJ-A2QL-01A UCEC 1.193165776 TCGA-BS-A0VI-01A UCEC 1.224495085 TCGA-AP-A0LF-01A UCEC 0.692870119 TCGA-EY-A549-01A UCEC 1.464362125 TCGA-B5-A11U-01A UCEC 1.62881365 TCGA-B5-A11W-01A UCEC 1.333005664 TCGA-B5-A0JS-01A UCEC 0.919895166 TCGA-AX-A06B-01A UCEC 1.569992332 TCGA-B5-A0JY-01A UCEC 2.029648628 TCGA-D1-A3JP-01A 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UCEC 1.247713599 TCGA-AX-A05W-01A UCEC 0.819138184 TCGA-EY-A1H0-01A UCEC 1.680285792 TCGA-D1-A1O5-01A UCEC 0.865795749 TCGA-D1-A1NS-01A UCEC 1.162700113 TCGA-D1-A16I-01A UCEC 0.9724646 TCGA-AX-A3FZ-01A UCEC 1.893778477 TCGA-AX-A3GI-01A UCEC 2.615622805 TCGA-D1-A179-01A UCEC 1.128601505 TCGA-EY-A1G8-01A UCEC 2.529856327 TCGA-EY-A1GI-01A UCEC 2.45056799 TCGA-A5-A0G2-01A UCEC 2.516550934 TCGA-D1-A101-01A UCEC 1.408694682 TCGA-D1-A17S-01A UCEC 0.866069523 TCGA-AJ-A3NC-01A UCEC 1.341847106 TCGA-E6-A2P8-01A UCEC 2.116714092 TCGA-AX-A3FW-01A UCEC 0.989768766 TCGA-KP-A3W0-01A UCEC 1.367775405 TCGA-B5-A11M-01A UCEC 1.044695137 TCGA-E6-A1M0-01A UCEC 2.224577334 TCGA-AX-A2HA-01A UCEC 0.942722414 TCGA-AX-A2IN-01A UCEC 2.064079183 TCGA-D1-A0ZO-01A UCEC 1.232459939 TCGA-D1-A16S-01A UCEC 1.139904016 TCGA-AP-A051-01A UCEC 2.450977629 TCGA-D1-A2G6-01A UCEC 0.981127668 TCGA-AJ-A3OK-01A UCEC 0.833031784 TCGA-D1-A17K-01A UCEC 0.777211881 TCGA-D1-A3DH-01A UCEC 1.62495515 TCGA-BG-A0MO-01A UCEC 0.49448352 TCGA-D1-A1O7-01A UCEC 2.11543195 TCGA-B5-A0JV-01A UCEC 2.130971952 TCGA-AX-A064-01A UCEC 1.489771304 TCGA-AX-A1CN-01A UCEC 2.225186365 TCGA-B5-A0K4-01A UCEC 0.715741914 TCGA-FI-A2EY-01A UCEC 0.953629021 TCGA-D1-A0ZV-01A UCEC 0.885228681 TCGA-AX-A06D-01A UCEC 0.77613858 TCGA-AP-A05P-01A UCEC 1.046815457 TCGA-EY-A214-01A UCEC 1.117142674 TCGA-A5-A0GW-01A UCEC 1.724886815 TCGA-EY-A3QX-01A UCEC 2.798782858 TCGA-EO-A3L0-01A UCEC 2.316662355 TCGA-B5-A5OC-01A UCEC 1.712412764 TCGA-EO-A2CH-01A UCEC 0.915396149 TCGA-A5-A0GP-01A UCEC 1.878708672 TCGA-EO-A22Y-01A UCEC 1.205064421 TCGA-AX-A05Z-01A UCEC 0.993341093 TCGA-B5-A11I-01A UCEC 2.11127262 TCGA-EO-A22U-01A UCEC 1.519141149 TCGA-BS-A0TC-01A UCEC 0.637555002 TCGA-B5-A0K9-01A UCEC 1.786650506 TCGA-AX-A3G1-01A UCEC 1.367759232 TCGA-D1-A16G-01A UCEC 1.656042741 TCGA-AP-A0LN-01A UCEC 0.579059979 TCGA-EO-A22X-01A UCEC 2.217089566 TCGA-JU-AAVI-01A UCEC 0.788851003 TCGA-AJ-A3NH-01A UCEC 1.400562356 TCGA-A5-A3LO-01A UCEC 2.132567471 TCGA-BG-A3EW-01A UCEC 2.147908918 TCGA-D1-A3DG-01A UCEC 2.39161071 TCGA-AX-A2H4-01A UCEC 1.224961115 TCGA-AJ-A3TW-01A UCEC 1.804187174 TCGA-AP-A3K1-01A UCEC 1.255363151 TCGA-AX-A3GB-01A UCEC 0.759191996 TCGA-FI-A3PX-01A UCEC 2.324237192 TCGA-QF-A5YS-01A UCEC 1.870486409 TCGA-D1-A168-01A UCEC 0.545643621 TCGA-FI-A2CX-01A UCEC 1.221620238 TCGA-AX-A2H5-01A UCEC 0.950463553 TCGA-AX-A1C9-01A UCEC 2.420276113 TCGA-DI-A2QT-01A UCEC 1.202714982 TCGA-AX-A3G8-01A UCEC 1.31357635 TCGA-BK-A0CC-01B UCEC 2.792611592 TCGA-AW-A1PO-01A UCEC 2.216452168 TCGA-EO-A3AV-01A UCEC 1.759044904 TCGA-AX-A2HG-01A UCEC 1.714458391 TCGA-KP-A3W4-01A UCEC 1.2181184 TCGA-A5-A0GQ-01A UCEC 1.091715706 TCGA-A5-A1OH-01A UCEC 1.679470495 TCGA-D1-A16F-01A UCEC 1.106022865 TCGA-B5-A11R-01A UCEC 1.947508126 TCGA-D1-A17F-01A UCEC 1.03852175 TCGA-AX-A2IO-01A UCEC 1.651528077 TCGA-EC-A1QX-01A UCEC 2.050364356 TCGA-AP-A054-01A UCEC 3.077258514 TCGA-BG-A0M6-01A UCEC 1.236661636 TCGA-2E-A9G8-01A UCEC 1.244633768 TCGA-B5-A5OE-01A UCEC 1.674497788 TCGA-B5-A0JT-01A UCEC 1.817984876 TCGA-AP-A0LP-01A UCEC 1.057832992 TCGA-DI-A1BY-01A UCEC 1.132765767 TCGA-B5-A1MY-01A UCEC 1.987138181 TCGA-EY-A1GQ-01A UCEC 1.740458818 TCGA-BG-A0MU-01A UCEC 0.791231496 TCGA-SJ-A6ZI-01A UCEC 1.855288634 TCGA-AX-A0J1-01A UCEC 1.83217177 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
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
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
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
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
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 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1.424987 TCGA-VQ-A91Z-01A Stage III 1.464593 4.355924 2.829831 1.366626 0.3527911 5.697085 0.3341439 TCGA-BR-6564-01A Stage III 1.496590862 3.029448458 3.894481477 0.26655414 0.275988406 3.363952787 2.834366662 TCGA-CD-8526-01A Stage III 2.75320033 1.666904709 3.323253662 4.047264993 2.242766968 3.918581302 2.832770337 TCGA-HU-A4H6-01A Stage III 0.481619541 3.039718863 1.493515223 0.21020782 0.061288874 3.745157222 2.055125249 TCGA-VQ-A91K-01A Stage III 0.701677 4.057422 2.851649 0.07834751 0.4482536 3.138717 1.015119 TCGA-D7-6818-01A Stage III 0.6201269 1.121709 2.353106 0.5477714 0.2466362 4.753481 1.704684 TCGA-VQ-A8PU-01A Stage III 0.5169809 4.583338 3.797617 0.02195526 0.2903077 3.276899 0.8362217 TCGA-HU-8249-01A Stage III 1.102356332 0.562543358 4.370634549 0.090980029 0.143505159 3.406393032 1.081255586 TCGA-B7-A5TK-01A Stage III 2.790247958 3.519553853 4.212066662 0.39232793 1.184435234 3.565883261 0.760004212 TCGA-D7-5577-01A Stage III 0.47690858 4.297823133 3.304884099 0.080311232 0.065753996 3.166858468 0.611160518 TCGA-VQ-AA6D-01A Stage III 0.644128773 2.95144263 3.310185935 0.618630161 2.603245488 3.15139191 0.644759971 TCGA-FP-8210-01A Stage III 2.030933 3.10078 4.50584 0.6445545 1.182579 3.603971 3.200544 TCGA-BR-7959-01A Stage III 1.544005 2.800879 4.386488 0.6053695 1.475969 3.221628 2.273923 TCGA-CG-4444-01A Stage III 0.835763222 1.417905234 2.540475467 0.218486461 0.803576374 2.173592187 1.406591555 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 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0.18892729 0.113385065 2.791212659 0.675380314 TCGA-BR-8369-01A Stage III 1.814888522 4.004500304 3.703890658 0.30488276 1.170067994 2.732583953 2.599173907 TCGA-BR-8077-01A Stage III 0.606516781 1.189708945 2.676699421 0.096495714 0.198126851 3.955756507 1.659799108 TCGA-VQ-A94T-01A Stage III 0.6754407 3.982597 3.506484 0.03453194 0.6601788 4.11358 0.924743 TCGA-BR-8690-01A Stage III 1.091391477 2.483589445 3.795858334 0.501846744 0.782694464 2.292179431 0.483070808 TCGA-BR-7723-01A Stage III 0.5481488 3.181986 2.462444 0.3407627 0.03746128 3.611465 3.156063 TCGA-VQ-A91E-01A Stage III 0.3936808 5.752307 2.79411 0.1851439 0.04271142 4.24143 0.8209434 TCGA-VQ-A91A-01A Stage III 1.374345 3.902042 3.207217 0.4994623 0.7897682 3.677264 1.602791 TCGA-VQ-A8PE-01A Stage III 1.060654 3.728101 3.449671 0.5654644 0.06373691 2.722304 1.161948 TCGA-BR-A4PF-01A Stage III 0.559682426 1.460948942 5.007308613 0.009127485 0.008725081 3.358686995 0.896706505 TCGA-BR-7958-01A Stage III 1.416865472 2.529843541 3.900949919 0.40954048 1.692452296 4.307953235 0.993534243 TCGA-BR-6709-01A Stage III 1.304852212 2.674542128 5.469953402 0.297723304 0 4.116781791 1.795026969 TCGA-BR-8589-01A Stage III 0.299837005 4.46578646 0.777378941 0.072159293 0.124476432 5.430430039 1.084920012 TCGA-VQ-A8PK-01A Stage III 0.948315669 3.640310243 3.935124256 0.786960837 4.766284924 3.689627042 0.725814848 TCGA-D7-8570-01A Stage III 0.545300493 2.744661281 2.684238423 0.107452084 0.203850643 4.26102742 0.974975104 TCGA-3M-AB47-01A Stage III 1.098889176 1.593390687 4.378377339 0.466753154 0.234701274 3.465388485 2.950319564 TCGA-F1-A448-01A Stage III 0.6829584 3.824563 2.081768 0.2357484 0.1002473 3.753196 1.96418 TCGA-VQ-A91X-01A Stage III 0.359045889 1.41689163 3.070594051 0.457168576 0.057002862 1.454710017 0.087927127 TCGA-HU-A4H2-01A Stage III 0.35304878 3.555129947 3.160883973 0.118498064 0.122655655 2.590239112 1.103251755 TCGA-BR-6705-01A Stage III 1.038298247 2.900775513 3.64566018 0.49186915 0.951779151 4.168917332 4.161165329 TCGA-VQ-A8PH-01A Stage III 0.567102886 1.573253848 2.591524721 1.31473129 0.054552265 3.73145119 1.379976033 TCGA-BR-8058-01A Stage III 1.000026 1.919971 2.831898 0.4914572 1.265224 3.235061 2.32879 TCGA-BR-8592-01A Stage III 2.370944 2.935553 4.698839 0.9920635 1.692713 3.145616 2.667223 TCGA-BR-8676-01A Stage III 0.868585786 1.589702672 4.43459216 0.120233188 0.243753872 1.922788112 0.586986388 TCGA-RD-A8N1-01A Stage III 1.309181 3.734235 2.729353 0.6946352 0.1675522 3.652386 1.51391 TCGA-HU-8608-01A Stage III 0.9521978 3.393566 2.490533 0.08182295 0.01723818 5.106018 1.429297 TCGA-R5-A805-01A Stage III 0.904367341 3.374181277 3.451089337 0.259143294 2.099891794 4.22670539 1.146024854 TCGA-BR-A4J8-01A Stage III 1.66036106 3.164610142 3.774383584 0.26047664 0.360689333 3.087742575 1.935377792 TCGA-VQ-A8E2-01A Stage III 2.180529292 3.166737796 5.129316699 1.817312155 0.351384451 4.386931516 1.883820924 TCGA-BR-8686-01A Stage III 1.158944114 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TCGA-BR-A4CR-01A Stage III 0.311930067 0.320176882 2.572932144 1.723686234 0.485327185 3.493720551 0.548486249 TCGA-VQ-A91Y-01A Stage III 2.313837322 2.696111937 5.157814604 0.425979481 1.442474 2.746463364 1.437277334 TCGA-HU-A4H0-01A Stage III 0.1954525 2.097054 2.845189 0.0829983 0.01325216 4.34592 1.299959 TCGA-VQ-AA68-01A Stage III 1.222582 3.388123 4.253003 0.08075854 0.8128144 4.726192 1.50404 TCGA-FP-7916-01A Stage III 1.040138 4.29032 2.867253 0.2394974 0.366362 3.53875 2.229505 TCGA-B7-A5TI-01A Stage III 0.512300181 2.500331676 3.698463536 0.122988531 0.180678567 3.627176687 1.854537871 TCGA-HU-A4H3-01A Stage III 3.259066475 5.068083504 3.72511999 0.063896873 0.059198283 2.945996538 0.956132045 TCGA-VQ-A91D-01A Stage III 0.2015516 3.826989 2.904137 0.1041694 0.002223404 3.411709 0.4139346 TCGA-VQ-A94O-01A Stage III 0.926945262 2.614343031 4.589232297 1.506012748 0.028579469 3.301877502 0.999905309 TCGA-HU-A4GX-01A Stage III 1.342377967 2.713753734 4.273368526 0.187861109 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1.476122332 TCGA-HF-A5NB-01A Stage III 0.4444563 3.887945 1.2281 0.01991851 0.003988177 4.02035 0.696596 TCGA-BR-8296-01A Stage III 0.810985036 3.836270275 2.696872141 0.63432361 0.541882377 4.441629059 2.188251342 TCGA-BR-8364-01A Stage III 1.966567674 3.329952948 4.76462949 2.271976199 1.549515921 2.995876183 2.296321149 TCGA-VQ-AA6A-01A Stage III 0.845389025 3.599872118 4.301761883 1.992675001 2.548485832 2.246683346 1.061344727 TCGA-FP-7998-01A Stage III 1.685827 3.755316 3.249379 0.2442458 0.5586458 4.425912 2.198594 TCGA-BR-8687-01A Stage III 0.6432743 4.031101 2.007246 0.3557831 0.7159618 3.36718 1.223462 TCGA-HU-A4GQ-01A Stage III 1.216920374 2.735380858 4.054753957 0.143067313 0.228057516 1.876328585 0.958619388 TCGA-BR-8284-01A Stage III 1.044673975 1.6831893 3.649188289 0.137789976 2.550900258 3.731391849 2.224688548 TCGA-CG-4476-01A Stage III 1.986112067 2.388819272 4.295598374 0.997844941 1.301106034 3.670119893 1.963384057 TCGA-VQ-AA6K-01A Stage III 1.177972 3.738059 3.807585 0.1387071 2.105817 2.551715 0.9610002 TCGA-BR-A4CS-01A Stage III 0.9709531 1.914282 2.320955 0.07697631 0.9519857 3.464356 1.661869 TCGA-FP-A8CX-01A Stage III 0.3879725 4.171744 3.440068 0.1726682 1.75142 3.383232 1.512573 TCGA-BR-8591-01A Stage III 0.6849949 3.63152 3.741881 0.07964988 0.1906528 4.206365 2.214967 TCGA-HU-A4GJ-01A Stage III 0.834695788 2.582885915 2.105243083 0.885781447 0.315376081 3.010376189 2.047131539 TCGA-ZQ-A9CR-01A Stage III 0.622380483 1.562572702 2.702620809 0.17208745 0.406864945 4.176158392 1.368609533 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 TCGA-VQ-A8PQ-01A Stage IV 1.415177765 1.85611729 3.521551559 1.701964858 3.135158603 2.841257644 1.608991796 TCGA-VQ-A922-01A Stage IV 1.035280788 3.197819269 2.785643076 1.173363462 0.607098734 4.542604626 1.975364265 TCGA-CG-4438-01A Stage IV 2.272986408 2.327628537 2.88348591 1.338690609 0.472171834 1.8378065 0.572066979 TCGA-VQ-A928-01A Stage IV 0.834883 3.953051 2.512865 0.06820104 0.1624355 5.845057 1.33201 TCGA-CG-5719-01A Stage IV 0.58830405 2.81880645 3.242846613 0.285514866 0.64799186 3.688851827 1.425078517 TCGA-VQ-A8E7-01B Stage IV 0.6447984 4.328037 4.606298 0.03490118 0.05942971 3.721924 0.8580082 TCGA-BR-7957-01A Stage IV 1.9686025 2.234906101 4.714260202 0.385644658 0.842811581 3.60980803 2.550191273 TCGA-BR-4368-01A Stage IV 2.805810457 3.039543155 4.030005123 0.673127476 0.808959605 2.103774633 1.796570402 TCGA-CG-5721-01A Stage IV 2.216479938 0.824726155 3.879840111 0.106681077 0.024812327 3.017940125 1.513742077 TCGA-BR-8680-01A Stage IV 1.160640439 3.482876516 4.031267716 0.046598621 0.131717012 2.429506489 0.941816399 TCGA-VQ-A8DZ-01A Stage IV 0.5019263 4.120438 2.570922 0.7100363 0.4869014 3.36606 1.345823 TCGA-CG-4440-01A Stage IV 2.845620371 2.68653978 4.374942085 1.461571258 1.950574065 1.916348673 0.654805911 TCGA-IN-A7NR-01A Stage IV 0.755740942 2.703438686 3.826227798 0.373109823 0.618896675 4.07819948 1.367237757 TCGA-VQ-A8PP-01A Stage IV 1.196001 0.5114453 2.741775 0.2560013 0.1352637 2.819331 0.7891131 TCGA-RD-A7BT-01A Stage IV 0.767497553 1.427138138 4.033558011 0.056017273 0.028953851 3.380870786 0.64540714 TCGA-CG-4460-01A Stage IV 0.65891134 2.718746658 2.555019149 1.112653614 0.209293229 2.863646732 1.21087504 TCGA-VQ-A8PM-01A Stage IV 0.897091313 3.290353574 3.653633766 1.439687617 1.661737657 3.713296756 2.215429254 TCGA-CD-8529-01A Stage IV 1.044818087 3.660512626 3.118415046 0.410159634 0.490848227 3.961382022 2.697189653 TCGA-VQ-A91Q-01A Stage IV 1.324762039 5.136629207 3.889440936 0.542963671 0.643017773 5.471155507 1.767477882 TCGA-CG-4306-01A Stage IV 1.381822735 3.173588893 3.47874835 0.197974513 0.088026246 2.433389182 0.728868821 TCGA-HF-7133-01A Stage IV 3.707496764 5.060224701 3.068940083 0.422492524 0.319458832 3.612241529 1.882421984 TCGA-D7-A748-01A Stage IV 1.029959683 2.302407569 5.070838698 0.747756573 1.459838371 2.811366495 1.925637951 TCGA-CG-4465-01A Stage IV 0.683991979 3.377289485 2.916306603 0.108555034 0.029626471 3.005799273 0.681223595 TCGA-VQ-A8PJ-01A Stage IV 0.682241791 3.338710447 3.394434759 1.209630114 1.052503612 3.888673555 0.878477261 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
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()
