Clinical Features CN_CNMF METHLYATION_CNMF 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 KRAS 11 (6%) 183 0.56523 1 4e-05 0.012 7.9999e-05 0.024 0.00119 0.352 0.00262 0.773 0.00076999 0.229 0.03599 1 0.00019 0.0568 HLA-A 16 (8%) 178 0.25989 1 0.1046 1 0.0085999 1 0.12849 1 0.43433 1 0.0077099 1 0.69561 1 0.41827 1 FBXW7 19 (10%) 175 0.49391 1 0.28957 1 1 1 0.57363 1 0.39957 1 0.4584 1 0.22574 1 0.5414 1 HLA-B 11 (6%) 183 0.51926 1 0.15177 1 0.03353 1 0.099699 1 0.01916 1 0.13465 1 0.01281 1 0.04841 1 PTEN 15 (8%) 179 0.5669 1 0.55716 1 0.050829 1 0.22075 1 0.43291 1 0.1923 1 1 1 0.41812 1 ARID1A 14 (7%) 180 0.0063899 1 0.00334 0.982 0.01207 1 0.00077999 0.232 0.10337 1 0.00445 1 0.70236 1 0.00447 1 MAPK1 9 (5%) 185 0.55169 1 0.25731 1 0.03022 1 0.063399 1 0.18516 1 0.081779 1 0.0211 1 0.02229 1 EP300 21 (11%) 173 1 1 0.15798 1 0.059529 1 0.081109 1 0.84004 1 0.0089299 1 1 1 0.24716 1 PIK3CA 53 (27%) 141 0.03458 1 0.19488 1 0.18977 1 0.03273 1 0.32778 1 0.34426 1 0.48013 1 0.22723 1 NFE2L2 12 (6%) 182 0.92719 1 0.066619 1 0.1339 1 0.066619 1 0.0351 1 0.01825 1 0.38535 1 0.073309 1 FAT2 11 (6%) 183 0.61322 1 0.2996 1 0.085559 1 0.42315 1 0.58295 1 0.76437 1 0.070219 1 0.090729 1 ZNF750 10 (5%) 184 0.085029 1 0.21848 1 0.65262 1 0.1033 1 0.18198 1 0.19055 1 0.47043 1 0.072319 1 BAP1 4 (2%) 190 0.13857 1 0.085189 1 0.085289 1 0.74982 1 0.69035 1 0.35152 1 0.25958 1 0.17227 1 RAB35 4 (2%) 190 0.25953 1 0.14058 1 1 1 0.75094 1 0.47357 1 0.10707 1 0.29566 1 0.03081 1 ERBB3 11 (6%) 183 0.074729 1 0.60376 1 0.0152 1 0.0092299 1 0.079779 1 0.02871 1 0.92856 1 0.3354 1 SMAD4 7 (4%) 187 0.48967 1 0.24956 1 0.4841 1 0.86965 1 0.72475 1 0.59883 1 1 1 0.94574 1 TCTE1 5 (3%) 189 0.18011 1 0.37824 1 0.0155 1 0.39739 1 0.02423 1 0.10086 1 0.20091 1 0.33809 1 NHS 12 (6%) 182 0.86093 1 0.86265 1 0.64342 1 0.2636 1 0.93144 1 0.83442 1 0.42398 1 0.43601 1 LIN9 7 (4%) 187 0.15775 1 0.1644 1 0.89398 1 1 1 0.88646 1 0.27091 1 0.29987 1 0.89201 1 C12ORF43 4 (2%) 190 0.19714 1 0.80171 1 1 1 0.7497 1 0.47328 1 0.20606 1 0.29468 1 0.16146 1 MED1 11 (6%) 183 0.92159 1 0.01948 1 0.03246 1 0.088679 1 0.18797 1 0.24207 1 0.50741 1 0.12417 1 USP28 4 (2%) 190 0.19759 1 0.6653 1 0.45273 1 1 1 0.39239 1 0.93688 1 0.20051 1 0.81945 1 IDS 7 (4%) 187 0.18769 1 0.56619 1 0.79248 1 1 1 0.49487 1 0.21969 1 0.43878 1 0.71516 1 TRIM9 8 (4%) 186 0.33036 1 0.81536 1 0.093789 1 0.56506 1 0.54361 1 0.03779 1 0.56713 1 0.35845 1 SEMA4B 7 (4%) 187 1 1 0.91093 1 0.42745 1 0.12032 1 0.060659 1 0.28835 1 0.39011 1 0.12767 1 ARHGAP4 6 (3%) 188 1 1 0.58857 1 0.32654 1 0.70191 1 0.50938 1 0.22694 1 0.692 1 1 1 POU2F1 3 (2%) 191 0.45252 1 0.38671 1 0.4611 1 0.69819 1 0.63033 1 0.48943 1 0.29271 1 0.16142 1 IFNGR1 6 (3%) 188 1 1 0.39955 1 0.76447 1 1 1 0.32302 1 0.03299 1 0.052859 1 0.78453 1 IGFN1 11 (6%) 183 0.2147 1 0.80719 1 0.72675 1 0.58981 1 0.35587 1 0.96634 1 0.33118 1 0.84877 1 RPGR 9 (5%) 185 1 1 0.87226 1 0.90621 1 0.87634 1 0.91598 1 0.95167 1 0.75857 1 0.80028 1 CASP8 9 (5%) 185 0.67425 1 0.7061 1 0.30757 1 0.45457 1 0.57112 1 0.44933 1 0.12365 1 0.43375 1 GAS6 4 (2%) 190 0.81676 1 0.13721 1 0.35713 1 0.74994 1 1 1 0.39193 1 0.2923 1 0.75485 1 ABCD1 7 (4%) 187 0.60299 1 0.86302 1 0.32443 1 0.13549 1 0.49347 1 0.52001 1 0.056809 1 0.37401 1 RPAP1 4 (2%) 190 0.68155 1 0.72015 1 0.45291 1 1 1 1 1 0.74204 1 1 1 0.90346 1 HIST1H4E 4 (2%) 190 0.19859 1 0.80062 1 0.35723 1 0.30017 1 0.47273 1 0.82835 1 0.4009 1 0.37948 1 NLRC5 7 (4%) 187 0.68007 1 0.099349 1 0.25821 1 0.15567 1 0.13758 1 0.27469 1 0.56508 1 0.1595 1 DDX41 5 (3%) 189 0.02928 1 0.12293 1 0.16991 1 0.39969 1 0.33082 1 0.78386 1 1 1 0.54647 1 MCM7 3 (2%) 191 NA NA 0.071869 1 NA NA NA NA 1 1 0.4903 1 0.057119 1 0.16279 1