Clinical Features CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_CHIERARCHICAL MIRSEQ_MATURE_CNMF MIRSEQ_MATURE_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 FAM18B2 26 (18%) 121 0.70875 1 0.35673 0.968 0.7192 1 0.53 1 0.70218 1 0.49799 1 0.54205 1 0.45096 1 0.70038 1 0.85113 1 KIT 26 (18%) 121 0.00153 0.0531 0.00014 0.0059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 9.9999e-06 0.00059 KRAS 19 (13%) 128 0.0067299 0.173 0.00037 0.014 0.00389 0.121 0.00038 0.014 9.9999e-06 0.00059 0.00177 0.058 3e-05 0.00147 9.9999e-06 0.00059 2e-05 0.00107 4e-05 0.00182 FAM104B 7 (5%) 140 0.37686 0.968 0.49864 1 0.24939 0.962 0.71789 1 0.35446 0.968 0.26268 0.962 0.096129 0.683 0.25235 0.962 0.53864 1 0.54456 1 CSGALNACT2 5 (3%) 142 0.01263 0.248 0.1928 0.936 0.04615 0.489 0.02238 0.322 0.0084499 0.199 0.0112 0.236 0.03005 0.362 0.01503 0.269 0.02363 0.324 0.078829 0.643 NRAS 7 (5%) 140 0.052809 0.503 0.080689 0.643 0.15519 0.872 0.03559 0.389 0.01689 0.277 0.14578 0.852 0.01333 0.254 0.01682 0.277 0.070869 0.597 0.01162 0.236 DDX11 8 (5%) 139 1 1 0.27908 0.962 0.59017 1 0.14188 0.837 0.40862 1 0.36309 0.968 0.13258 0.82 0.29014 0.967 0.65253 1 0.10052 0.69 MUC6 15 (10%) 132 0.69556 1 0.62416 1 0.59284 1 0.070739 0.597 0.83534 1 0.96513 1 1 1 0.73497 1 0.77845 1 0.91707 1 PNPLA4 5 (3%) 142 0.51676 1 1 1 0.43973 1 0.72078 1 0.52374 1 0.55202 1 0.37351 0.968 0.44638 1 0.32063 0.968 0.47415 1 SERINC2 4 (3%) 143 0.46242 1 0.83386 1 0.16431 0.906 0.052199 0.503 0.81072 1 0.73786 1 1 1 0.58596 1 0.81221 1 0.84262 1 RHPN2 6 (4%) 141 0.8776 1 0.24942 0.962 0.78041 1 1 1 0.87925 1 0.92006 1 0.57634 1 1 1 1 1 0.85133 1 RBM10 5 (3%) 142 0.62073 1 0.27729 0.962 0.87735 1 0.71891 1 0.44741 1 0.71281 1 0.63348 1 0.59653 1 0.6007 1 0.55646 1 HSF4 6 (4%) 141 0.24721 0.962 0.2178 0.962 0.49748 1 1 1 0.42016 1 0.14061 0.837 0.20321 0.959 0.36911 0.968 0.27662 0.962 0.28178 0.962 CDC27 6 (4%) 141 0.03317 0.384 0.77483 1 0.21263 0.962 0.18373 0.936 0.17105 0.917 0.057899 0.534 0.32921 0.968 0.13525 0.823 0.16761 0.916 0.04917 0.499 MLLT3 4 (3%) 143 0.55746 1 0.83497 1 NA NA NA NA 0.80922 1 0.27989 0.962 1 1 0.58435 1 0.46533 1 0.84514 1 ERC1 7 (5%) 140 0.88647 1 0.79478 1 0.90815 1 0.86433 1 1 1 0.56306 1 1 1 1 1 1 1 0.95404 1 MEF2A 3 (2%) 144 1 1 1 1 NA NA NA NA 1 1 0.32803 0.968 1 1 1 1 1 1 0.89277 1 SP8 6 (4%) 141 0.089679 0.676 0.51633 1 0.076309 0.634 0.02085 0.315 0.01626 0.277 0.0066599 0.173 0.04643 0.489 0.02181 0.322 0.02425 0.325 0.087449 0.676 NAT10 4 (3%) 143 0.38346 0.968 1 1 0.86552 1 0.59877 1 1 1 0.2573 0.962 0.83013 1 1 1 1 1 0.49449 1 SPIN2A 3 (2%) 144 0.63191 1 1 1 NA NA NA NA 1 1 0.37141 0.968 1 1 1 1 1 1 0.89109 1 DEK 5 (3%) 142 0.0345 0.384 0.8641 1 0.44066 1 0.27558 0.962 0.37928 0.968 0.01881 0.292 0.37606 0.968 0.31975 0.968 0.44179 1 0.15796 0.879 FANK1 4 (3%) 143 0.38871 0.968 0.83633 1 0.23934 0.962 0.59582 1 0.37799 0.968 0.70925 1 0.45395 1 0.27856 0.962 0.27234 0.962 0.19103 0.936 ANKRD11 7 (5%) 140 0.88757 1 0.080349 0.643 0.59222 1 0.65249 1 0.25746 0.962 0.84896 1 0.3338 0.968 0.28733 0.963 0.28044 0.962 0.37786 0.968 C22ORF43 3 (2%) 144 0.3752 0.968 1 1 0.051339 0.503 0.79727 1 1 1 0.73554 1 1 1 1 1 1 1 1 1 ATXN3 3 (2%) 144 0.77775 1 0.3006 0.968 0.21351 0.962 0.1004 0.69 0.15447 0.872 0.18157 0.936 0.49002 1 0.091539 0.676 0.092809 0.676 0.50446 1 TPTE2 5 (3%) 142 0.62022 1 0.22966 0.962 1 1 1 1 0.32068 0.968 0.6336 1 0.04948 0.499 0.38291 0.968 0.44337 1 0.42392 1 KRTAP10-10 5 (3%) 142 1 1 0.6234 1 0.76278 1 0.53294 1 0.4526 1 0.87037 1 0.1878 0.936 0.59897 1 0.60273 1 0.61639 1 ZNF680 3 (2%) 144 0.19182 0.936 0.64073 1 0.51329 1 0.23243 0.962 0.25068 0.962 0.85731 1 0.059729 0.536 0.34271 0.968 0.33044 0.968 0.16934 0.917 RAC1 4 (3%) 143 0.38593 0.968 0.3874 0.968 0.64347 1 1 1 0.59143 1 0.63535 1 0.31675 0.968 0.48387 1 0.36471 0.968 0.086939 0.676 NBPF10 7 (5%) 140 0.098999 0.69 0.89115 1 0.78601 1 1 1 0.32213 0.968 0.23111 0.962 0.49527 1 0.41696 1 0.42132 1 0.77222 1 FAM8A1 3 (2%) 144 0.4956 1 0.11 0.729 NA NA NA NA 0.25031 0.962 0.51559 1 0.059989 0.536 0.3405 0.968 0.33068 0.968 0.02343 0.324 PSMD11 4 (3%) 143 0.066569 0.578 0.03424 0.384 0.3013 0.968 0.23171 0.962 0.19393 0.936 0.75184 1 0.317 0.968 0.19408 0.936 0.36719 0.968 0.13347 0.82 KRTAP1-1 3 (2%) 144 1 1 0.7778 1 NA NA NA NA 0.79463 1 0.47132 1 0.77906 1 0.61714 1 0.6077 1 0.70197 1 OPLAH 4 (3%) 143 0.82592 1 0.54839 1 0.57468 1 0.79784 1 1 1 0.31237 0.968 0.55959 1 0.27956 0.962 1 1 0.5397 1 FAM101B 4 (3%) 143 1 1 0.6877 1 1 1 1 1 1 1 0.4983 1 1 1 1 1 1 1 1 1 MUC2 16 (11%) 131 0.40109 0.986 0.94585 1 0.56592 1 0.43046 1 0.51587 1 0.9852 1 0.5001 1 0.94323 1 0.79311 1 0.78931 1 HTT 3 (2%) 144 1 1 0.77565 1 NA NA NA NA 0.7973 1 0.68049 1 0.62965 1 0.61534 1 0.60715 1 0.70437 1 EZH2 4 (3%) 143 0.82669 1 0.55372 1 NA NA NA NA 0.37999 0.968 0.54525 1 0.55873 1 0.27775 0.962 0.2706 0.962 0.27772 0.962 PABPC3 4 (3%) 143 1 1 0.46311 1 NA NA NA NA 0.28495 0.963 0.60973 1 0.19037 0.936 0.37983 0.968 0.57946 1 0.30569 0.968 CUX1 5 (3%) 142 0.73225 1 0.86385 1 0.86594 1 0.59694 1 0.72321 1 0.96228 1 0.62975 1 0.85286 1 0.85714 1 0.72128 1 DLC1 3 (2%) 144 0.28013 0.962 1 1 0.64325 1 1 1 0.79577 1 0.94961 1 0.63048 1 0.61573 1 0.60747 1 0.70465 1 STAB1 7 (5%) 140 0.88681 1 0.19506 0.936 0.35792 0.968 1 1 0.28694 0.963 0.49852 1 0.26093 0.962 0.19713 0.938 0.12355 0.784 0.206 0.96 NOTCH1 5 (3%) 142 0.61967 1 0.62482 1 0.21964 0.962 0.84332 1 0.38342 0.968 0.44668 1 0.37192 0.968 0.31956 0.968 0.20836 0.96 0.22857 0.962 AHDC1 4 (3%) 143 0.55767 1 0.0081099 0.199 0.03237 0.382 0.10964 0.729 0.00458 0.135 0.0266 0.349 0.0050399 0.142 0.0094999 0.216 0.01034 0.226 0.01473 0.269 EPAS1 5 (3%) 142 0.44364 1 0.8654 1 0.83307 1 0.68115 1 0.72595 1 0.7871 1 0.63303 1 0.85539 1 0.85722 1 0.72037 1 PIK3CD 4 (3%) 143 0.24242 0.962 0.2641 0.962 NA NA NA NA 0.48278 1 0.36905 0.968 0.13781 0.83 0.69589 1 0.68919 1 0.10183 0.691 BCL11B 5 (3%) 142 0.51768 1 0.27808 0.962 0.52838 1 0.53555 1 0.32147 0.968 0.93486 1 0.52833 1 0.38255 0.968 0.44512 1 0.42383 1 KIAA0430 3 (2%) 144 0.27583 0.962 0.77522 1 NA NA NA NA 0.79379 1 0.77454 1 0.63159 1 0.61679 1 0.6085 1 0.70532 1 MTIF3 3 (2%) 144 1 1 0.40113 0.986 1 1 1 1 0.62019 1 1 1 0.37167 0.968 0.79241 1 0.79608 1 0.79543 1 BTN2A2 3 (2%) 144 0.27987 0.962 1 1 NA NA NA NA 0.62145 1 0.81362 1 0.36962 0.968 0.79794 1 0.79451 1 0.79548 1 C17ORF64 3 (2%) 144 1 1 0.39948 0.986 NA NA NA NA 1 1 0.37105 0.968 1 1 1 1 0.45352 1 0.44817 1 RUNX2 4 (3%) 143 1 1 0.68627 1 0.86434 1 0.60157 1 1 1 1 1 0.83011 1 1 1 1 1 0.49401 1 SSBP3 3 (2%) 144 0.7789 1 0.29887 0.968 NA NA NA NA 0.15447 0.872 0.057389 0.534 0.49209 1 0.092739 0.676 0.094019 0.676 0.50242 1 GSX2 4 (3%) 143 0.31066 0.968 0.3247 0.968 0.64666 1 0.02731 0.35 0.6998 1 0.24089 0.962 0.064879 0.571 0.15156 0.872 0.81086 1 0.78849 1 SP4 4 (3%) 143 0.30998 0.968 0.01872 0.292 NA NA NA NA 0.04994 0.499 0.11338 0.73 0.25241 0.962 0.02889 0.355 0.02796 0.351 0.17328 0.921 PCMTD1 5 (3%) 142 0.091769 0.676 0.62179 1 0.454 1 0.53462 1 0.38126 0.968 0.44665 1 0.37399 0.968 0.32142 0.968 0.20797 0.96 0.32862 0.968 RBM3 3 (2%) 144 0.37309 0.968 0.77446 1 NA NA NA NA 0.79374 1 0.9489 1 0.11171 0.73 0.61528 1 0.60978 1 0.13075 0.82 ZNF814 5 (3%) 142 0.86039 1 0.37656 0.968 0.93331 1 0.84196 1 1 1 0.25778 0.962 0.73934 1 1 1 1 1 0.21297 0.962 TTC38 4 (3%) 143 0.38737 0.968 0.11376 0.73 0.91442 1 0.19414 0.936 0.28214 0.962 0.8166 1 0.19178 0.936 0.37713 0.968 0.57528 1 0.25437 0.962