Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL MIR_CNMF MIR_CHIERARCHICAL CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL nMutated (%) nWild-Type Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q PIK3R1 32 (11%) 252 0.96022 1 0.77945 1 0.46716 1 0.20455 1 0.11497 1 0.8399 1 0.98818 1 0.27286 1 0.40561 1 0.64893 1 BRAF 6 (2%) 278 0.39487 1 0.56675 1 0.61599 1 0.17539 1 0.58641 1 NA NA 1 1 0.078076 1 0.79121 1 1 1 EGFR 74 (26%) 210 0.00048467 0.41 0.065575 1 0.24234 1 0.21674 1 7.4856e-07 0.000643 0.010787 1 6.3736e-05 0.0543 1.463e-06 0.00125 0.041343 1 0.35695 1 IDH1 14 (5%) 270 1.129e-06 0.000969 4.4137e-07 0.00038 0.00022729 0.193 1.2416e-05 0.0106 1.675e-05 0.0143 0.0012058 1 0.0035226 1 0.020325 1 0.00071234 0.601 0.0026329 1 PTEN 87 (31%) 197 0.45845 1 0.36574 1 0.045214 1 0.59362 1 0.58358 1 0.94973 1 0.37848 1 0.38945 1 0.27044 1 0.19564 1 TP53 79 (28%) 205 4.163e-05 0.0356 0.00050204 0.424 0.00031308 0.265 0.027184 1 0.0001659 0.141 0.0083017 1 0.038377 1 0.0096772 1 0.0018446 1 0.037471 1 PIK3CA 30 (11%) 254 0.68911 1 0.19544 1 0.57127 1 0.78456 1 0.50102 1 0.62736 1 0.7545 1 0.28115 1 0.26203 1 0.83762 1 RB1 24 (8%) 260 0.0065195 1 0.026526 1 0.065318 1 0.35679 1 0.087318 1 0.02704 1 0.4926 1 0.69117 1 0.081778 1 0.075359 1 NF1 29 (10%) 255 0.043512 1 0.070969 1 0.089745 1 0.50067 1 0.0015432 1 0.0039612 1 0.22964 1 0.11973 1 0.56596 1 0.91494 1 SPTA1 26 (9%) 258 0.7049 1 0.035394 1 0.54329 1 0.91318 1 0.33516 1 0.22325 1 0.50769 1 1 1 0.018014 1 0.57319 1 KRTAP4-11 9 (3%) 275 0.11348 1 0.087298 1 1 1 0.65775 1 0.69309 1 0.34314 1 0.11631 1 0.47355 1 0.20918 1 0.082293 1 GABRA6 11 (4%) 273 0.12603 1 0.42613 1 0.50602 1 0.48613 1 0.36535 1 0.94344 1 0.31791 1 0.47355 1 0.12381 1 1 1 KEL 15 (5%) 269 0.16241 1 0.48987 1 1 1 1 1 0.39411 1 0.17876 1 0.37643 1 0.91054 1 0.4076 1 0.90791 1 CDH18 11 (4%) 273 0.038428 1 0.016553 1 0.10414 1 0.25303 1 0.85328 1 0.25762 1 0.79104 1 0.77563 1 0.31801 1 0.049018 1 PRB2 6 (2%) 278 0.28414 1 1 1 0.44139 1 0.63399 1 0.77179 1 NA NA NA NA NA NA NA NA NA NA RPL5 7 (2%) 277 0.52751 1 0.17352 1 0.38762 1 0.67941 1 1 1 0.8822 1 0.843 1 0.53203 1 0.46454 1 1 1 SEMA3C 11 (4%) 273 0.044782 1 0.29561 1 0.14677 1 0.38347 1 0.29293 1 NA NA 0.3388 1 0.53203 1 0.10276 1 0.64949 1 TPTE2 8 (3%) 276 0.90785 1 1 1 0.31832 1 0.28932 1 0.27088 1 0.50646 1 0.62449 1 0.4088 1 0.37597 1 0.74053 1 ZNF844 6 (2%) 278 0.69328 1 0.87422 1 0.14284 1 0.76721 1 0.19207 1 NA NA NA NA NA NA NA NA NA NA OR8K3 7 (2%) 277 0.62498 1 0.37554 1 0.76249 1 0.46195 1 0.078286 1 0.76484 1 0.90457 1 0.82051 1 1 1 0.7639 1 OR5AR1 7 (2%) 277 0.24082 1 0.31161 1 0.38762 1 0.67941 1 0.43255 1 0.8822 1 0.51406 1 0.85795 1 NA NA NA NA STAG2 12 (4%) 272 0.84956 1 0.20407 1 0.21044 1 0.13216 1 0.75636 1 0.67615 1 0.0069359 1 0.18373 1 0.47875 1 0.77076 1 SEMG1 8 (3%) 276 0.49344 1 0.11653 1 0.7618 1 1 1 0.14596 1 NA NA NA NA NA NA 1 1 0.7639 1 CDC27 6 (2%) 278 0.24082 1 0.37554 1 0.26132 1 0.29017 1 0.44872 1 0.13828 1 0.27836 1 0.32478 1 NA NA NA NA PDGFRA 11 (4%) 273 0.33287 1 0.22331 1 0.72853 1 0.84563 1 0.54789 1 NA NA 1 1 0.8515 1 0.026477 1 0.12858 1 ADAM29 9 (3%) 275 0.82042 1 0.7296 1 0.70107 1 0.79372 1 0.83522 1 NA NA 0.4888 1 0.67306 1 0.055896 1 0.38432 1 SULT1B1 6 (2%) 278 0.04417 1 0.61692 1 0.27037 1 0.37009 1 0.28896 1 NA NA 0.49598 1 0.5881 1 0.46645 1 0.80154 1 ABCC9 11 (4%) 273 0.1201 1 0.31628 1 0.24634 1 0.73549 1 0.50324 1 0.016172 1 0.45258 1 0.66075 1 0.33629 1 0.37041 1 NLRP5 12 (4%) 272 0.86146 1 1 1 0.92867 1 0.37654 1 0.54789 1 0.47693 1 0.91253 1 0.22065 1 0.72044 1 0.56783 1 LZTR1 10 (4%) 274 0.70647 1 0.79518 1 0.75379 1 1 1 0.91668 1 0.13805 1 0.83925 1 1 1 0.17292 1 0.53567 1 CALCR 8 (3%) 276 0.25347 1 0.87422 1 0.92965 1 0.73574 1 0.20759 1 1 1 0.2623 1 0.50561 1 NA NA NA NA QKI 5 (2%) 279 0.04417 1 0.31161 1 1 1 0.4542 1 0.73752 1 0.17271 1 0.49598 1 0.77563 1 NA NA NA NA ZPBP 5 (2%) 279 0.16583 1 0.28716 1 0.092869 1 0.4542 1 0.22966 1 NA NA NA NA NA NA 0.60927 1 1 1 PSPH 5 (2%) 279 0.32928 1 0.53306 1 0.86855 1 0.46195 1 0.01378 1 0.10644 1 0.093028 1 0.5881 1 1 1 0.53567 1 UGT2A3 6 (2%) 278 1 1 0.53306 1 0.76249 1 0.46195 1 0.6734 1 0.78796 1 0.57524 1 0.53203 1 NA NA NA NA WNT2 5 (2%) 279 0.020896 1 0.00332 1 1 1 0.78908 1 1 1 NA NA 0.041607 1 0.42317 1 NA NA NA NA OR5D18 6 (2%) 278 0.21677 1 1 1 0.47495 1 0.55544 1 0.51494 1 0.53097 1 0.72822 1 0.53203 1 1 1 0.7639 1 OR5W2 5 (2%) 279 0.31224 1 0.18359 1 0.32757 1 0.61691 1 1 1 NA NA 0.43928 1 0.19537 1 NA NA NA NA ABCB1 10 (4%) 274 0.63985 1 0.087298 1 0.30861 1 0.22994 1 0.43497 1 0.61252 1 0.93135 1 0.8515 1 1 1 0.082762 1 COL1A2 11 (4%) 273 0.6656 1 0.33314 1 0.44653 1 0.81701 1 0.85945 1 0.82947 1 0.4888 1 1 1 0.85517 1 0.012603 1 ATRX 16 (6%) 268 0.00022653 0.192 0.000201 0.171 0.004549 1 0.0001374 0.117 6.2333e-05 0.0532 0.15516 1 0.00605 1 0.012055 1 0.001948 1 0.042104 1 C1ORF150 3 (1%) 281 NA NA NA NA NA NA NA NA 0.37911 1 0.61252 1 0.89226 1 0.77563 1 NA NA NA NA LRRC55 6 (2%) 278 0.32928 1 0.4495 1 0.53892 1 0.14314 1 0.32787 1 NA NA NA NA NA NA NA NA NA NA DCAF12L2 8 (3%) 276 0.86805 1 1 1 0.63116 1 0.67941 1 0.31078 1 0.69734 1 0.58255 1 1 1 0.46645 1 1 1 LRFN5 7 (2%) 277 0.89633 1 0.61868 1 0.42583 1 1 1 1 1 0.81661 1 0.29172 1 0.43406 1 1 1 0.8479 1 LUM 5 (2%) 279 0.31224 1 0.47377 1 0.50734 1 1 1 0.32972 1 NA NA NA NA NA NA NA NA NA NA MMP13 6 (2%) 278 0.74279 1 0.72619 1 0.5041 1 0.45211 1 0.88026 1 NA NA 0.20431 1 0.19537 1 0.33629 1 0.37041 1 HEATR7B2 11 (4%) 273 0.13506 1 0.71245 1 0.34413 1 0.3422 1 0.59356 1 0.35484 1 0.34575 1 0.8515 1 0.72044 1 1 1 UGT2B28 6 (2%) 278 1 1 0.66998 1 1 1 0.25194 1 0.51494 1 NA NA NA NA NA NA NA NA NA NA OR5D13 5 (2%) 279 0.076692 1 1 1 0.29107 1 0.83127 1 0.32972 1 NA NA 0.43928 1 0.078076 1 NA NA NA NA ZNF99 6 (2%) 278 1 1 0.82139 1 0.38234 1 0.61691 1 0.38531 1 0.40205 1 0.24636 1 0.30039 1 NA NA NA NA SLC5A7 7 (2%) 277 0.10225 1 0.2044 1 0.35242 1 0.83127 1 0.38531 1 0.76484 1 0.68197 1 0.27712 1 NA NA NA NA SEMA3E 8 (3%) 276 0.16616 1 0.17058 1 0.5041 1 0.37009 1 0.81928 1 0.052852 1 0.0094197 1 0.040845 1 0.33629 1 0.058013 1 TCHH 16 (6%) 268 0.27432 1 0.1307 1 0.42963 1 0.13674 1 0.44579 1 0.35416 1 0.52478 1 0.59277 1 0.32221 1 0.13507 1 SLC26A3 7 (2%) 277 0.44963 1 0.87422 1 0.55386 1 0.87821 1 0.80089 1 NA NA 0.16728 1 0.010445 1 0.15631 1 0.16282 1 GABRB2 6 (2%) 278 0.69328 1 0.094365 1 0.1109 1 1 1 0.11155 1 0.15285 1 0.020853 1 0.30039 1 0.57192 1 0.11955 1 CFHR4 5 (2%) 279 0.74279 1 0.85305 1 0.8278 1 0.67941 1 0.52407 1 NA NA 0.41095 1 1 1 0.60927 1 1 1 IL18RAP 6 (2%) 278 0.32928 1 0.059516 1 0.22686 1 0.1208 1 0.88026 1 0.13828 1 0.53186 1 0.67306 1 0.46454 1 0.7639 1 OGDH 3 (1%) 281 1 1 0.79163 1 NA NA NA NA 1 1 NA NA NA NA NA NA 0.79121 1 0.28637 1 PCDH11X 9 (3%) 275 0.54382 1 0.53314 1 0.17167 1 0.035392 1 0.11632 1 NA NA 0.025052 1 0.020325 1 0.66253 1 0.31191 1 SPRYD5 6 (2%) 278 0.8742 1 1 1 0.21374 1 0.51059 1 0.58641 1 NA NA 1 1 0.43406 1 0.52315 1 0.70545 1 TGFA 4 (1%) 280 NA NA NA NA NA NA NA NA 0.68821 1 NA NA 1 1 0.43406 1 NA NA NA NA OR5P2 4 (1%) 280 0.65173 1 0.79163 1 0.38234 1 1 1 0.19295 1 NA NA NA NA NA NA NA NA NA NA UGT2B4 5 (2%) 279 0.030513 1 0.26035 1 0.32757 1 0.78908 1 0.52407 1 NA NA NA NA NA NA NA NA NA NA FOXR2 5 (2%) 279 1 1 0.68481 1 0.75418 1 0.038513 1 0.38962 1 NA NA NA NA NA NA NA NA NA NA PSG8 6 (2%) 278 1 1 1 1 0.8278 1 0.36352 1 0.6734 1 0.78796 1 0.70315 1 1 1 0.72044 1 0.8479 1 CNTNAP2 13 (5%) 271 0.81519 1 0.55338 1 0.16968 1 0.51381 1 0.75636 1 0.67615 1 0.86141 1 0.71348 1 0.68531 1 1 1 PIK3C2G 9 (3%) 275 0.22583 1 0.035493 1 0.89057 1 0.57656 1 0.26622 1 0.70271 1 0.76143 1 0.70945 1 NA NA NA NA SCN9A 11 (4%) 273 0.68557 1 0.49813 1 0.96325 1 0.30961 1 0.68724 1 NA NA 0.76143 1 0.8515 1 0.52315 1 0.70545 1 GABRA1 6 (2%) 278 0.20219 1 0.72619 1 0.70337 1 0.37009 1 0.88026 1 NA NA 0.43928 1 0.19537 1 1 1 0.80154 1 DYNC1I1 7 (2%) 277 0.37731 1 0.044102 1 0.47019 1 0.21209 1 1 1 NA NA 0.14749 1 0.82051 1 NA NA NA NA PODXL 3 (1%) 281 1 1 1 1 0.50734 1 0.78908 1 NA NA NA NA NA NA NA NA NA NA NA NA HCN1 11 (4%) 273 0.92242 1 0.92142 1 0.13409 1 0.043538 1 0.68724 1 0.95342 1 NA NA NA NA 1 1 0.53567 1 POTEF 5 (2%) 279 0.030513 1 0.79163 1 1 1 0.78908 1 0.070948 1 NA NA NA NA NA NA NA NA NA NA CXORF22 8 (3%) 276 0.3075 1 0.79518 1 0.1109 1 1 1 0.38531 1 0.50646 1 0.58061 1 0.57358 1 0.57192 1 0.80154 1 AFM 6 (2%) 278 1 1 0.53306 1 0.8085 1 0.45211 1 0.51494 1 NA NA 0.79104 1 0.5881 1 NA NA NA NA KRTAP20-2 3 (1%) 281 0.31224 1 0.79163 1 1 1 0.61691 1 0.28098 1 NA NA 0.43928 1 0.078076 1 NA NA NA NA OTC 3 (1%) 281 0.41739 1 0.79163 1 NA NA NA NA 0.19383 1 NA NA NA NA NA NA NA NA NA NA TRAT1 4 (1%) 280 0.46909 1 0.68481 1 0.76249 1 0.78908 1 0.82714 1 NA NA NA NA NA NA 0.25359 1 0.7639 1 KLK6 4 (1%) 280 NA NA NA NA NA NA NA NA 0.00654 1 NA NA 1 1 0.43406 1 NA NA NA NA OR4D5 4 (1%) 280 0.27153 1 0.46484 1 0.35242 1 1 1 0.31332 1 NA NA NA NA NA NA 0.46645 1 0.16282 1 GPX5 3 (1%) 281 0.77569 1 0.33925 1 NA NA NA NA 0.49825 1 NA NA 0.093028 1 0.5881 1 1 1 0.53567 1 KRTAP4-7 3 (1%) 281 0.208 1 0.26035 1 NA NA NA NA 0.37911 1 NA NA 0.29172 1 0.43406 1 NA NA NA NA CDH9 8 (3%) 276 0.40216 1 0.1286 1 0.6156 1 0.57656 1 0.80089 1 NA NA 0.33525 1 0.24677 1 0.26123 1 0.2329 1 CDHR3 3 (1%) 281 0.41739 1 1 1 NA NA NA NA 0.19383 1 NA NA NA NA NA NA NA NA NA NA OR4P4 4 (1%) 280 NA NA NA NA NA NA NA NA 0.19295 1 NA NA NA NA NA NA NA NA NA NA OR52M1 4 (1%) 280 0.46909 1 1 1 0.18345 1 0.058688 1 0.10595 1 NA NA NA NA NA NA 1 1 0.7639 1 KLF17 5 (2%) 279 0.62498 1 0.4495 1 0.63116 1 0.83127 1 0.73752 1 NA NA 0.78517 1 0.67306 1 NA NA NA NA OR8J3 4 (1%) 280 0.69275 1 0.82139 1 0.29107 1 0.17383 1 0.19383 1 NA NA 0.49598 1 0.43406 1 NA NA NA NA AP3S1 3 (1%) 281 0.53397 1 1 1 0.58921 1 1 1 0.63286 1 NA NA NA NA NA NA NA NA NA NA ST6GAL2 6 (2%) 278 1 1 0.87422 1 0.37401 1 0.87821 1 0.86236 1 NA NA NA NA NA NA 0.20836 1 0.16282 1 CD3EAP 3 (1%) 281 1 1 0.79163 1 1 1 0.61691 1 1 1 NA NA NA NA NA NA 0.60927 1 1 1 F9 4 (1%) 280 0.77569 1 1 1 0.14419 1 0.18329 1 1 1 NA NA NA NA NA NA NA NA NA NA DPP10 7 (2%) 277 0.70647 1 0.1286 1 0.26698 1 0.65775 1 0.88026 1 NA NA 0.64653 1 0.16817 1 0.60927 1 1 1 TCN1 4 (1%) 280 0.69275 1 0.56675 1 0.67286 1 0.1208 1 0.39063 1 0.052852 1 NA NA NA NA 0.33629 1 0.37041 1 TRPV6 7 (2%) 277 0.8742 1 0.76587 1 0.23806 1 0.33762 1 0.6734 1 NA NA 0.16436 1 0.5881 1 0.094082 1 0.46468 1 PAN3 6 (2%) 278 0.86805 1 0.61692 1 0.53892 1 0.63399 1 0.77179 1 NA NA NA NA NA NA NA NA NA NA CDKN2C 3 (1%) 281 0.65173 1 0.79163 1 0.67286 1 0.61691 1 0.7811 1 NA NA NA NA NA NA 0.46454 1 0.28637 1 AZGP1 5 (2%) 279 0.86805 1 0.61692 1 0.10875 1 0.17383 1 1 1 NA NA NA NA NA NA NA NA NA NA DRD5 7 (2%) 277 0.89633 1 0.61868 1 0.5955 1 0.38467 1 0.43255 1 NA NA 0.37371 1 0.53203 1 0.79121 1 1 1 FGA 6 (2%) 278 0.24082 1 0.61692 1 0.08088 1 0.064722 1 1 1 NA NA NA NA NA NA 0.46454 1 0.7639 1 FGG 5 (2%) 279 0.21677 1 0.28716 1 NA NA NA NA 0.73752 1 1 1 0.20905 1 0.32478 1 NA NA NA NA OR10G8 4 (1%) 280 0.84166 1 1 1 0.86855 1 1 1 0.82714 1 NA NA 0.70315 1 1 1 NA NA NA NA PCMTD1 3 (1%) 281 1 1 0.79163 1 NA NA NA NA 0.7811 1 NA NA 0.79104 1 0.5881 1 NA NA NA NA PROKR2 6 (2%) 278 0.53256 1 0.21129 1 0.86399 1 0.84738 1 0.11155 1 NA NA NA NA NA NA 0.20918 1 0.2329 1 SHB 3 (1%) 281 0.31224 1 0.47377 1 NA NA NA NA 1 1 NA NA NA NA NA NA NA NA NA NA CYP3A5 5 (2%) 279 1 1 0.47377 1 NA NA NA NA 0.86236 1 0.76484 1 0.62168 1 0.13194 1 0.60927 1 1 1 FRMD7 6 (2%) 278 0.69275 1 1 1 0.67286 1 0.78908 1 0.44872 1 0.40205 1 0.41095 1 0.67306 1 0.79121 1 0.53567 1 KCNB2 6 (2%) 278 0.45088 1 0.31161 1 0.14368 1 0.67941 1 0.18909 1 0.78796 1 0.43928 1 0.078076 1 0.60927 1 1 1 KDR 8 (3%) 276 0.25563 1 0.30379 1 0.13409 1 0.0016981 1 0.39852 1 1 1 0.14385 1 0.8515 1 NA NA NA NA