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 0.16218 0.837 0.35992 0.987 0.7177 1 0.5324 1 0.64611 1 0.49718 1 0.29967 0.964 0.44678 1 0.70042 1 0.67046 1 KIT 26 (18%) 121 0.00444 0.131 9.9999e-06 0.000656 3e-05 0.00147 9.9999e-06 0.000656 9.9999e-06 0.000656 9.9999e-06 0.000656 9.9999e-06 0.000656 9.9999e-06 0.000656 9.9999e-06 0.000656 9.9999e-06 0.000656 KRAS 19 (13%) 128 0.00135 0.0469 0.01026 0.224 0.00392 0.122 0.00033 0.015 0.00038 0.016 0.00185 0.0606 9.9999e-06 0.000656 3e-05 0.00147 2e-05 0.00118 0.00061999 0.0229 FAM104B 7 (5%) 140 0.082729 0.634 0.47537 1 0.24806 0.947 0.71876 1 0.093429 0.656 0.26326 0.947 0.096529 0.664 0.25303 0.947 0.53891 1 0.57824 1 CSGALNACT2 5 (3%) 142 0.04931 0.52 0.18194 0.848 0.04489 0.52 0.02236 0.366 0.00056999 0.0224 0.01106 0.233 0.03357 0.44 0.0161 0.317 0.0245 0.371 0.04176 0.503 NRAS 7 (5%) 140 0.067979 0.59 0.29738 0.964 0.15559 0.82 0.03527 0.445 0.02324 0.371 0.14434 0.789 0.098759 0.664 0.01682 0.32 0.071319 0.604 0.17192 0.848 DDX11 8 (5%) 139 0.91378 1 0.68522 1 0.58933 1 0.1433 0.789 0.56133 1 0.3621 0.987 0.13303 0.777 0.28989 0.95 0.65312 1 0.28431 0.948 MUC6 15 (10%) 132 0.95611 1 0.44248 1 0.59023 1 0.071639 0.604 0.98702 1 0.96506 1 1 1 0.73302 1 0.77691 1 0.73205 1 PNPLA4 5 (3%) 142 0.6646 1 0.56209 1 0.44058 1 0.71737 1 0.49923 1 0.55383 1 0.37818 0.987 0.44636 1 0.32034 0.987 0.77585 1 SERINC2 4 (3%) 143 1 1 0.74418 1 0.16316 0.837 0.052969 0.524 0.77527 1 0.73831 1 1 1 0.58609 1 0.81252 1 0.27315 0.947 RHPN2 6 (4%) 141 0.81303 1 0.79908 1 0.78019 1 1 1 0.96384 1 0.92283 1 0.57809 1 1 1 1 1 0.87958 1 RBM10 5 (3%) 142 0.42795 1 0.26735 0.947 0.87857 1 0.71776 1 0.20659 0.891 0.71055 1 0.63062 1 0.59742 1 0.60601 1 0.27739 0.947 HSF4 6 (4%) 141 0.16946 0.848 0.10708 0.685 0.49918 1 1 1 0.69619 1 0.14128 0.786 0.20508 0.891 0.3677 0.987 0.27713 0.947 0.59407 1 CDC27 6 (4%) 141 0.01185 0.241 0.44233 1 0.21033 0.893 0.184 0.848 0.058279 0.536 0.057509 0.536 0.32408 0.987 0.13876 0.786 0.16792 0.848 0.28188 0.947 MLLT3 4 (3%) 143 0.46204 1 0.7444 1 NA NA NA NA 0.7347 1 0.28251 0.947 1 1 0.58547 1 0.46705 1 0.71788 1 ERC1 7 (5%) 140 0.36588 0.987 0.86446 1 0.90858 1 0.86177 1 0.8657 1 0.56052 1 1 1 1 1 1 1 0.67707 1 MEF2A 3 (2%) 144 1 1 0.75806 1 NA NA NA NA 0.76635 1 0.32847 0.987 1 1 1 1 1 1 0.31415 0.987 SP8 6 (4%) 141 0.03544 0.445 0.34136 0.987 0.076539 0.608 0.02162 0.366 0.22778 0.93 0.0062599 0.161 0.04868 0.52 0.02173 0.366 0.02428 0.371 0.10023 0.664 NAT10 4 (3%) 143 0.33035 0.987 0.82189 1 0.86475 1 0.5954 1 0.59217 1 0.25866 0.947 0.83327 1 1 1 1 1 0.65082 1 SPIN2A 3 (2%) 144 0.59995 1 0.50762 1 NA NA NA NA 0.50371 1 0.3718 0.987 1 1 1 1 1 1 0.78349 1 DEK 5 (3%) 142 0.063279 0.566 0.01974 0.353 0.43855 1 0.27608 0.947 0.084219 0.634 0.01815 0.335 0.37628 0.987 0.31853 0.987 0.44403 1 0.078419 0.609 FANK1 4 (3%) 143 0.17603 0.848 0.74316 1 0.23983 0.943 0.60022 1 0.45699 1 0.7083 1 0.45706 1 0.28159 0.947 0.27206 0.947 0.43352 1 ANKRD11 7 (5%) 140 0.85055 1 0.28263 0.947 0.59329 1 0.65026 1 0.03739 0.46 0.85146 1 0.33324 0.987 0.28685 0.95 0.27831 0.947 0.66512 1 C22ORF43 3 (2%) 144 0.0472 0.52 0.50718 1 0.051249 0.521 0.79549 1 0.84893 1 0.73637 1 1 1 1 1 1 1 0.71273 1 ATXN3 3 (2%) 144 0.71693 1 1 1 0.21241 0.895 0.099569 0.664 0.42798 1 0.18089 0.848 0.49941 1 0.091479 0.656 0.092869 0.656 0.33259 0.987 TPTE2 5 (3%) 142 0.71633 1 0.5232 1 1 1 1 1 0.43864 1 0.63344 1 0.04921 0.52 0.38166 0.987 0.44203 1 0.90666 1 KRTAP10-10 5 (3%) 142 1 1 0.4572 1 0.76058 1 0.53468 1 0.47077 1 0.87229 1 0.15832 0.827 0.59592 1 0.60318 1 0.17677 0.848 ZNF680 3 (2%) 144 0.18506 0.848 0.6712 1 0.51572 1 0.2318 0.93 0.61934 1 0.85726 1 0.058619 0.536 0.34139 0.987 0.33074 0.987 0.81616 1 RAC1 4 (3%) 143 0.70217 1 0.90303 1 0.64429 1 1 1 0.27038 0.947 0.63788 1 0.25418 0.947 0.48113 1 0.36684 0.987 0.17739 0.848 NBPF10 7 (5%) 140 0.23047 0.93 0.78887 1 0.78449 1 1 1 0.23192 0.93 0.23319 0.93 0.55518 1 0.41685 1 0.42092 1 0.28105 0.947 FAM8A1 3 (2%) 144 0.44353 1 0.75896 1 NA NA NA NA 0.077319 0.608 0.51736 1 0.057899 0.536 0.34417 0.987 0.33252 0.987 0.10324 0.677 PSMD11 4 (3%) 143 0.084849 0.634 0.076679 0.608 0.29631 0.964 0.23205 0.93 0.45798 1 0.7543 1 0.55769 1 0.19579 0.863 0.36481 0.987 0.69828 1 KRTAP1-1 3 (2%) 144 1 1 0.44443 1 NA NA NA NA 1 1 0.47353 1 0.77547 1 0.61705 1 0.60944 1 0.41288 1 OPLAH 4 (3%) 143 0.25548 0.947 0.35333 0.987 0.5733 1 0.79696 1 1 1 0.31352 0.987 0.55701 1 0.28001 0.947 1 1 0.85777 1 FAM101B 4 (3%) 143 1 1 1 1 1 1 1 1 0.62722 1 0.49619 1 1 1 1 1 1 1 1 1 MUC2 16 (11%) 131 0.51752 1 0.91671 1 0.56639 1 0.42982 1 0.34027 0.987 0.98411 1 0.49863 1 0.94325 1 0.79066 1 0.51337 1 HTT 3 (2%) 144 1 1 0.38324 0.987 NA NA NA NA 1 1 0.68052 1 0.63057 1 0.61439 1 0.60751 1 0.93851 1 EZH2 4 (3%) 143 0.88368 1 0.25589 0.947 NA NA NA NA 0.56252 1 0.54505 1 0.55697 1 0.28029 0.947 0.27401 0.947 0.37492 0.987 PABPC3 4 (3%) 143 0.88557 1 0.51572 1 NA NA NA NA 0.23555 0.933 0.60797 1 0.19474 0.863 0.38171 0.987 0.57635 1 0.36136 0.987 CUX1 5 (3%) 142 0.90799 1 1 1 0.86376 1 0.59597 1 0.46854 1 0.96358 1 0.63075 1 0.85388 1 0.85657 1 0.85847 1 DLC1 3 (2%) 144 0.44483 1 1 1 0.64068 1 1 1 1 1 0.94888 1 0.62997 1 0.61796 1 0.60862 1 0.93889 1 STAB1 7 (5%) 140 0.71972 1 0.1408 0.786 0.35687 0.987 1 1 0.45422 1 0.49973 1 0.23235 0.93 0.19595 0.863 0.12352 0.729 0.61763 1 NOTCH1 5 (3%) 142 0.71985 1 0.86282 1 0.21904 0.917 0.84356 1 0.11423 0.702 0.44769 1 0.37663 0.987 0.31859 0.987 0.20903 0.893 0.75258 1 AHDC1 4 (3%) 143 0.78321 1 0.050939 0.521 0.03334 0.44 0.10801 0.685 0.074129 0.607 0.02586 0.379 0.0052399 0.147 0.0093499 0.221 0.01018 0.224 0.0072199 0.177 EPAS1 5 (3%) 142 0.61388 1 1 1 0.83146 1 0.67991 1 0.4842 1 0.78915 1 0.63069 1 0.85482 1 0.8598 1 0.52069 1 PIK3CD 4 (3%) 143 0.04774 0.52 0.35296 0.987 NA NA NA NA 0.1854 0.848 0.37184 0.987 0.14074 0.786 0.69617 1 0.69017 1 0.25567 0.947 BCL11B 5 (3%) 142 0.098519 0.664 0.60246 1 0.52702 1 0.53498 1 0.43617 1 0.93601 1 0.52842 1 0.38274 0.987 0.44411 1 0.71893 1 KIAA0430 3 (2%) 144 0.44175 1 0.10712 0.685 NA NA NA NA 0.6882 1 0.77348 1 0.63116 1 0.61613 1 0.60551 1 0.94051 1 MTIF3 3 (2%) 144 1 1 0.85881 1 1 1 1 1 0.84777 1 1 1 0.37788 0.987 0.79566 1 0.79582 1 1 1 BTN2A2 3 (2%) 144 0.44644 1 0.75576 1 NA NA NA NA 0.1794 0.848 0.81206 1 0.37339 0.987 0.7957 1 0.79451 1 0.64628 1 C17ORF64 3 (2%) 144 0.84286 1 0.85754 1 NA NA NA NA 0.85019 1 0.37021 0.987 1 1 1 1 0.45252 1 0.55849 1 RUNX2 4 (3%) 143 0.32868 0.987 1 1 0.86387 1 0.60043 1 1 1 1 1 0.83041 1 1 1 1 1 0.65215 1 SSBP3 3 (2%) 144 0.84338 1 1 1 NA NA NA NA 0.38489 0.987 0.059089 0.536 0.49735 1 0.092809 0.656 0.092929 0.656 0.072769 0.605 GSX2 4 (3%) 143 0.15176 0.811 0.46816 1 0.64721 1 0.02726 0.379 0.053309 0.524 0.24284 0.947 0.065619 0.578 0.14974 0.811 0.81123 1 0.56137 1 SP4 4 (3%) 143 0.1526 0.811 0.12145 0.724 NA NA NA NA 0.1715 0.848 0.11189 0.695 0.31637 0.987 0.02754 0.379 0.0276 0.379 0.1176 0.713 PCMTD1 5 (3%) 142 0.1747 0.848 0.11839 0.713 0.45349 1 0.53577 1 0.52331 1 0.44424 1 0.37764 0.987 0.31802 0.987 0.20685 0.891 0.55138 1 RBM3 3 (2%) 144 0.0062899 0.161 0.38373 0.987 NA NA NA NA 1 1 0.9478 1 0.11175 0.695 0.61522 1 0.60661 1 0.41206 1 ZNF814 5 (3%) 142 0.13498 0.781 0.4288 1 0.93255 1 0.8412 1 0.30067 0.964 0.25795 0.947 0.73389 1 1 1 1 1 0.4523 1 TTC38 4 (3%) 143 0.28848 0.95 0.51408 1 0.91532 1 0.19388 0.863 0.43476 1 0.81902 1 0.19487 0.863 0.38065 0.987 0.57892 1 0.04542 0.52