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 KIT 26 (18%) 121 0.0017 0.063 0.00012 0.0054 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 9.9999e-06 0.000573 KRAS 19 (13%) 128 0.0063099 0.166 0.00032 0.0126 0.00308 0.102 0.00019 0.00798 9.9999e-06 0.000573 0.00181 0.0633 2e-05 0.000969 9.9999e-06 0.000573 9.9999e-06 0.000573 2e-05 0.000969 ANKLE1 12 (8%) 135 0.15352 0.828 0.28686 1 0.86881 1 0.36338 1 0.63709 1 0.87603 1 1 1 0.74016 1 0.73938 1 0.42088 1 FAM104B 7 (5%) 140 0.37679 1 0.50192 1 0.38151 1 0.61685 1 0.35256 1 0.26401 1 0.097329 0.652 0.24983 1 0.54026 1 0.5446 1 CSGALNACT2 5 (3%) 142 0.01303 0.227 0.19428 0.925 0.0087499 0.194 0.02294 0.304 0.0086499 0.194 0.01151 0.213 0.03086 0.341 0.01622 0.249 0.02467 0.305 0.077899 0.613 DDX11 8 (5%) 139 1 1 0.27936 1 0.27935 1 0.14469 0.814 0.40793 1 0.36315 1 0.13185 0.791 0.29124 1 0.6524 1 0.10114 0.67 NRAS 7 (5%) 140 0.050379 0.475 0.079789 0.621 0.097269 0.652 0.27508 1 0.01657 0.249 0.14455 0.814 0.01305 0.227 0.01792 0.258 0.069069 0.558 0.01333 0.227 PNPLA4 5 (3%) 142 0.52061 1 1 1 0.37812 1 0.61553 1 0.52153 1 0.55337 1 0.37371 1 0.44919 1 0.31844 1 0.47622 1 SERINC2 4 (3%) 143 0.46218 1 0.83423 1 0.13893 0.807 0.10322 0.67 0.81129 1 0.73836 1 1 1 0.58527 1 0.81234 1 0.84307 1 RBM10 5 (3%) 142 0.6206 1 0.27738 1 0.91997 1 0.72374 1 0.45038 1 0.70933 1 0.63361 1 0.59811 1 0.60389 1 0.55495 1 DEK 5 (3%) 142 0.03593 0.384 0.86503 1 0.62222 1 0.27518 1 0.38138 1 0.01843 0.258 0.37641 1 0.31938 1 0.4415 1 0.15728 0.84 ERC1 7 (5%) 140 0.88583 1 0.79634 1 0.60679 1 0.86513 1 1 1 0.56128 1 1 1 1 1 1 1 0.95404 1 HSF4 6 (4%) 141 0.24673 1 0.21733 0.978 0.39225 1 1 1 0.42296 1 0.14219 0.814 0.20155 0.934 0.36934 1 0.27596 1 0.28421 1 MUC6 15 (10%) 132 0.69466 1 0.62211 1 0.35071 1 0.089359 0.643 0.8338 1 0.96556 1 1 1 0.73471 1 0.77521 1 0.91749 1 FANK1 4 (3%) 143 0.38569 1 0.83452 1 0.17603 0.909 0.60103 1 0.37806 1 0.70918 1 0.45451 1 0.27842 1 0.27132 1 0.19089 0.925 MLLT3 4 (3%) 143 0.55896 1 0.83257 1 NA NA NA NA 0.80963 1 0.28316 1 1 1 0.58662 1 0.46436 1 0.84165 1 RHPN2 6 (4%) 141 0.87836 1 0.24671 1 1 1 1 1 0.8803 1 0.92056 1 0.57691 1 1 1 1 1 0.85291 1 SP8 6 (4%) 141 0.089669 0.643 0.51651 1 0.03085 0.341 0.02375 0.304 0.01568 0.247 0.0067599 0.17 0.04811 0.475 0.02141 0.293 0.02412 0.304 0.083869 0.633 KRTAP1-1 3 (2%) 144 1 1 0.77437 1 NA NA NA NA 0.79428 1 0.47495 1 0.77903 1 0.6144 1 0.61019 1 0.70361 1 ANKRD11 7 (5%) 140 0.88724 1 0.081679 0.628 0.77658 1 0.57126 1 0.25746 1 0.85117 1 0.33483 1 0.28571 1 0.27746 1 0.37926 1 SPIN2A 3 (2%) 144 0.63067 1 1 1 NA NA NA NA 1 1 0.37337 1 1 1 1 1 1 1 0.89151 1 ATXN3 3 (2%) 144 0.77857 1 0.30046 1 0.21673 0.978 0.054709 0.5 0.15356 0.828 0.18022 0.916 0.48896 1 0.093159 0.643 0.093089 0.643 0.50166 1 MEF2A 3 (2%) 144 1 1 1 1 NA NA NA NA 1 1 0.33019 1 1 1 1 1 1 1 0.89203 1 SSBP3 3 (2%) 144 0.77842 1 0.29799 1 NA NA NA NA 0.15375 0.828 0.058219 0.509 0.48919 1 0.093949 0.643 0.092739 0.643 0.50266 1 KRTAP10-10 5 (3%) 142 1 1 0.6259 1 0.7313 1 0.53465 1 0.45096 1 0.86986 1 0.18547 0.925 0.59795 1 0.60193 1 0.61672 1 BCL11B 5 (3%) 142 0.5189 1 0.2766 1 0.65314 1 0.53397 1 0.32253 1 0.93587 1 0.52682 1 0.38242 1 0.44062 1 0.42301 1 FAM101B 4 (3%) 143 1 1 0.69031 1 1 1 1 1 1 1 0.50141 1 1 1 1 1 1 1 1 1 PSMD11 4 (3%) 143 0.067789 0.555 0.03676 0.386 0.44037 1 0.22934 1 0.19349 0.925 0.75315 1 0.3152 1 0.19515 0.925 0.36651 1 0.13431 0.798 FAM8A1 3 (2%) 144 0.49652 1 0.10829 0.689 NA NA NA NA 0.24845 1 0.51795 1 0.059749 0.516 0.34187 1 0.33235 1 0.02414 0.304 SPTAN1 4 (3%) 143 0.03845 0.397 0.32331 1 NA NA NA NA 0.00444 0.133 0.0094999 0.194 0.00486 0.136 0.0093899 0.194 0.01058 0.202 0.0146 0.236 CRB2 6 (4%) 141 0.5791 1 0.59427 1 0.77762 1 0.57383 1 0.66103 1 0.43948 1 0.44856 1 0.65949 1 0.65899 1 0.064849 0.545 OPLAH 4 (3%) 143 0.82425 1 0.54943 1 0.52841 1 1 1 1 1 0.30907 1 0.5596 1 0.27758 1 1 1 0.53942 1 C22ORF43 3 (2%) 144 0.37347 1 1 1 0.056269 0.506 1 1 1 1 0.73456 1 1 1 1 1 1 1 1 1 GAS2L2 3 (2%) 144 1 1 0.20073 0.934 0.85479 1 0.60096 1 1 1 0.42053 1 1 1 1 1 1 1 1 1 CDC27 6 (4%) 141 0.03355 0.364 0.775 1 0.18907 0.925 0.17909 0.916 0.16949 0.89 0.057409 0.509 0.32996 1 0.13776 0.807 0.16858 0.89 0.04885 0.475 MUC2 16 (11%) 131 0.40026 1 0.94477 1 0.2617 1 0.42503 1 0.51839 1 0.98455 1 0.50066 1 0.94427 1 0.79202 1 0.7928 1 TPTE2 5 (3%) 142 0.62217 1 0.2318 1 1 1 1 1 0.31806 1 0.63608 1 0.050549 0.475 0.38056 1 0.44282 1 0.42243 1 NAT10 4 (3%) 143 0.3875 1 1 1 0.85505 1 0.60178 1 1 1 0.25424 1 0.83243 1 1 1 1 1 0.49257 1 INTS4 3 (2%) 144 1 1 1 1 NA NA NA NA 0.79622 1 0.95002 1 0.62906 1 0.61401 1 0.60773 1 0.70656 1 TTC38 4 (3%) 143 0.38367 1 0.11429 0.709 0.89111 1 0.19704 0.926 0.2871 1 0.81744 1 0.19306 0.925 0.38065 1 0.57791 1 0.25475 1 RBM3 3 (2%) 144 0.37359 1 0.77394 1 NA NA NA NA 0.79561 1 0.94983 1 0.11477 0.709 0.618 1 0.60546 1 0.13099 0.791 TCHH 5 (3%) 142 0.51845 1 0.13123 0.791 0.073379 0.585 0.533 1 0.3788 1 0.90941 1 0.37233 1 0.32158 1 0.209 0.954 0.33103 1 ZC3H11A 3 (2%) 144 0.052649 0.488 0.77407 1 NA NA NA NA 0.61755 1 0.47119 1 0.37252 1 0.7963 1 0.79385 1 0.3974 1 RAC1 4 (3%) 143 0.38388 1 0.38765 1 0.62 1 1 1 0.59046 1 0.6342 1 0.31559 1 0.48145 1 0.36634 1 0.084949 0.633 MTIF3 3 (2%) 144 1 1 0.4017 1 1 1 1 1 0.62077 1 1 1 0.37282 1 0.79701 1 0.79337 1 0.79669 1 MFF 3 (2%) 144 1 1 0.77448 1 0.61738 1 1 1 0.79656 1 0.94939 1 0.63084 1 0.61668 1 0.60804 1 0.70356 1 PABPC3 4 (3%) 143 1 1 0.46393 1 NA NA NA NA 0.2844 1 0.6094 1 0.192 0.925 0.37994 1 0.57623 1 0.30545 1 CUX1 5 (3%) 142 0.73076 1 0.8634 1 0.8559 1 0.60176 1 0.72244 1 0.96152 1 0.63538 1 0.85468 1 0.85756 1 0.72012 1 PCMTD1 5 (3%) 142 0.091489 0.643 0.62528 1 0.46245 1 0.53486 1 0.38215 1 0.44743 1 0.37326 1 0.31673 1 0.20822 0.954 0.33028 1 EZH2 4 (3%) 143 0.82595 1 0.54848 1 NA NA NA NA 0.37866 1 0.54439 1 0.5604 1 0.27786 1 0.27535 1 0.27862 1 HTT 3 (2%) 144 1 1 0.77447 1 NA NA NA NA 0.7947 1 0.68199 1 0.62821 1 0.61825 1 0.60642 1 0.70452 1 GSX2 4 (3%) 143 0.31016 1 0.3245 1 0.32402 1 0.02734 0.315 0.69759 1 0.24263 1 0.066609 0.552 0.15059 0.828 0.81275 1 0.78782 1 AHDC1 4 (3%) 143 0.55967 1 0.0079199 0.192 0.061929 0.527 0.10827 0.689 0.00412 0.13 0.02684 0.315 0.00496 0.136 0.0095499 0.194 0.01024 0.202 0.01426 0.236 RFC3 3 (2%) 144 1 1 0.51997 1 0.52754 1 0.59923 1 0.45076 1 0.32886 1 0.77868 1 0.24356 1 1 1 0.25155 1 CHD4 4 (3%) 143 1 1 0.68965 1 1 1 0.83067 1 1 1 0.40866 1 1 1 1 1 0.57569 1 1 1 RUNX2 4 (3%) 143 1 1 0.68643 1 0.85601 1 0.6008 1 1 1 1 1 0.83168 1 1 1 1 1 0.49471 1 SP4 4 (3%) 143 0.30598 1 0.01844 0.258 NA NA NA NA 0.050259 0.475 0.11153 0.703 0.25185 1 0.02736 0.315 0.0275 0.315 0.17278 0.9 DIAPH1 3 (2%) 144 1 1 0.64375 1 NA NA NA NA 0.62049 1 0.81255 1 1 1 0.79434 1 0.79626 1 0.79693 1 PLEC 10 (7%) 137 0.04985 0.475 0.27183 1 0.37892 1 0.14808 0.826 0.63948 1 0.19523 0.925 0.42462 1 0.6983 1 0.33607 1 0.085409 0.633 NHS 3 (2%) 144 0.77992 1 0.77303 1 0.3182 1 1 1 0.79355 1 0.77244 1 0.62666 1 0.61758 1 0.60806 1 0.7048 1 PIK3CD 4 (3%) 143 0.24038 1 0.26493 1 NA NA NA NA 0.48285 1 0.36906 1 0.1396 0.807 0.69945 1 0.68974 1 0.10212 0.67 EPAS1 5 (3%) 142 0.4465 1 0.86557 1 0.8082 1 0.82979 1 0.72357 1 0.7879 1 0.63308 1 0.8529 1 0.85781 1 0.71933 1 DLC1 3 (2%) 144 0.27631 1 1 1 0.6226 1 1 1 0.79646 1 0.95016 1 0.62872 1 0.6163 1 0.60801 1 0.7022 1