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 Chi-square test_P Chi-square 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 TRIM48 14 (6%) 206 0.25197 1 0.32224 1 0.40971 1 0.10928 1 0.12644 1 0.19171 1 0.090691 1 1 1 PGM5 22 (10%) 198 0.00138 0.237 4.2751e-05 0.00804 0.0063476 1 0.0016404 0.279 0.012615 1 0.0039802 0.665 0.20797 1 0.16842 1 KRAS 25 (11%) 195 0.0087308 1 0.12711 1 0.35107 1 0.12847 1 0.84952 1 0.95979 1 0.17928 1 0.67367 1 CBWD1 28 (13%) 192 0.00014924 0.027 1.7942e-06 0.000348 0.00085719 0.15 7.4848e-05 0.0139 2.3566e-05 0.0045 0.00027367 0.049 0.077989 1 0.026704 1 TP53 99 (45%) 121 4.3316e-09 8.49e-07 3.1827e-05 0.00605 7.7401e-05 0.0143 0.0038126 0.641 6.4018e-06 0.00124 9.1176e-06 0.00175 0.070411 1 9.4049e-05 0.0173 PIK3CA 48 (22%) 172 0.00010814 0.0198 1.8289e-09 3.6e-07 0.00058049 0.103 1.3721e-07 2.68e-05 0.024523 1 0.011851 1 0.00036744 0.0654 0.0047079 0.777 ARID1A 41 (19%) 179 0.00021478 0.0387 0.00656 1 3.5164e-05 0.00665 0.00013069 0.0238 0.019805 1 0.01285 1 0.76129 1 0.31201 1 SMAD4 19 (9%) 201 0.64811 1 0.96329 1 0.052432 1 0.22635 1 0.25815 1 0.16012 1 0.94038 1 0.46233 1 RHOA 13 (6%) 207 0.14169 1 0.18936 1 0.82909 1 0.60362 1 0.10556 1 0.2834 1 0.00059383 0.105 0.29687 1 MXRA8 11 (5%) 209 0.11793 1 0.023186 1 0.090889 1 0.039374 1 0.15291 1 0.009488 1 0.42814 1 0.063465 1 IRF2 15 (7%) 205 0.090572 1 0.23319 1 0.43427 1 0.029733 1 0.0010179 0.176 0.012454 1 0.13543 1 0.24915 1 CDH1 18 (8%) 202 0.25221 1 0.45846 1 0.031361 1 0.0056448 0.92 0.11022 1 0.087563 1 0.27837 1 0.11356 1 PTEN 14 (6%) 206 0.0057033 0.924 0.015187 1 0.0015497 0.265 0.045167 1 0.026997 1 0.039659 1 0.10034 1 0.057507 1 B2M 8 (4%) 212 0.02575 1 0.023186 1 0.032945 1 0.096781 1 0.10812 1 0.28708 1 0.42814 1 0.063465 1 FBXW7 19 (9%) 201 0.083326 1 0.021979 1 0.015691 1 0.29227 1 0.10152 1 0.016912 1 0.023823 1 0.081223 1 PTH2 4 (2%) 216 1 1 0.68655 1 0.28073 1 0.47191 1 0.67171 1 1 1 1 1 1 1 FAM46D 6 (3%) 214 1 1 0.70832 1 0.22184 1 0.63598 1 0.55977 1 0.76743 1 1 1 0.73083 1 RNF43 9 (4%) 211 0.1751 1 0.59562 1 0.20194 1 0.525 1 0.33788 1 0.16682 1 0.52092 1 0.45018 1 APC 33 (15%) 187 0.96989 1 0.020711 1 0.10155 1 0.031848 1 0.00095638 0.166 0.012919 1 0.027207 1 0.0048962 0.803 MAP2K7 14 (6%) 206 0.0058251 0.938 0.098363 1 0.40958 1 0.51002 1 0.13311 1 0.17116 1 0.33006 1 0.052047 1 WSB2 7 (3%) 213 0.34076 1 0.13079 1 0.21497 1 0.039374 1 0.10345 1 0.091328 1 0.024358 1 0.0094142 1 BCOR 16 (7%) 204 0.015604 1 6.6674e-05 0.0125 0.0044981 0.747 0.056076 1 0.0082058 1 0.0033579 0.567 0.18255 1 0.025876 1 C13ORF33 6 (3%) 214 0.36418 1 0.016515 1 0.24283 1 0.40702 1 0.076828 1 0.32436 1 0.27439 1 0.45018 1 TRPS1 30 (14%) 190 0.64014 1 0.039676 1 0.023307 1 0.23977 1 0.032743 1 0.86617 1 0.37833 1 0.58261 1 IAPP 4 (2%) 216 0.8397 1 NA NA 0.76335 1 0.25675 1 0.44885 1 0.81592 1 NA NA NA NA