Clinical Features CN_CNMF METHLYATION_CNMF MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_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 CBWD1 14 (12%) 102 0.00011458 0.0289 0.077278 1 0.45655 1 0.2133 1 0.056096 1 0.19269 1 KRAS 14 (12%) 102 0.10745 1 0.41121 1 1 1 0.29937 1 0.27051 1 0.70557 1 PGM5 16 (14%) 100 6.8886e-06 0.00178 0.0034406 0.843 0.28058 1 0.15697 1 0.26155 1 0.16208 1 RPL22 9 (8%) 107 0.023415 1 NA NA 0.41206 1 0.072949 1 0.28209 1 0.28014 1 TP53 52 (45%) 64 5.7151e-05 0.0146 0.020315 1 1 1 0.23575 1 0.0052595 1 3.6861e-05 0.00947 TRIM48 10 (9%) 106 0.013732 1 0.20624 1 1 1 1 1 0.10343 1 0.17309 1 XPOT 6 (5%) 110 0.013593 1 NA NA 0.34487 1 1 1 0.3273 1 0.05395 1 PIK3CA 24 (21%) 92 0.00060395 0.15 1.5868e-06 0.000411 0.41206 1 0.83965 1 0.085715 1 0.00070402 0.174 ACVR2A 13 (11%) 103 0.0001451 0.0363 0.023751 1 0.69808 1 0.42391 1 0.024598 1 0.056258 1 RHOA 7 (6%) 109 0.14578 1 0.85092 1 0.48837 1 NA NA 0.38296 1 0.68343 1 ARID1A 22 (19%) 94 7.735e-05 0.0196 0.014484 1 0.48761 1 0.27387 1 0.0056233 1 0.00046694 0.116 OR8H3 10 (9%) 106 0.61058 1 0.090685 1 0.10777 1 0.10096 1 0.87283 1 0.20522 1 EDNRB 12 (10%) 104 0.32965 1 0.54506 1 0.41206 1 0.83965 1 0.40533 1 0.16187 1 ZNF804B 18 (16%) 98 0.20228 1 0.056841 1 0.28058 1 0.88507 1 0.17749 1 0.20867 1 IRF2 8 (7%) 108 6.3777e-05 0.0162 0.049705 1 1 1 0.2785 1 0.19691 1 0.27844 1 IAPP 4 (3%) 112 0.38471 1 NA NA 1 1 NA NA 0.1311 1 0.56874 1 PCDH15 22 (19%) 94 0.76556 1 0.9159 1 0.72051 1 0.88507 1 0.71017 1 0.95158 1 SPRYD5 8 (7%) 108 0.16633 1 0.049976 1 1 1 0.64265 1 0.3069 1 0.80541 1 TUSC3 9 (8%) 107 0.23672 1 0.54697 1 0.48837 1 NA NA 1 1 0.8145 1 FGF22 3 (3%) 113 0.035398 1 NA NA 1 1 NA NA 1 1 0.32355 1 HLA-B 9 (8%) 107 0.049105 1 0.0037719 0.92 0.60692 1 1 1 0.86895 1 0.66598 1 PTH2 3 (3%) 113 1 1 0.12453 1 NA NA NA NA 0.1433 1 0.80041 1 C17ORF63 3 (3%) 113 0.75942 1 NA NA 1 1 NA NA 1 1 1 1 SMAD4 7 (6%) 109 0.4055 1 0.7406 1 1 1 0.74475 1 0.84967 1 1 1 POTEG 6 (5%) 110 0.18317 1 0.55603 1 1 1 1 1 0.66176 1 0.36007 1 RNF43 13 (11%) 103 5.9012e-05 0.015 0.02889 1 0.69808 1 0.73203 1 0.18386 1 0.050682 1 WBSCR17 12 (10%) 104 0.052933 1 0.0074342 1 0.60692 1 0.64265 1 0.24122 1 0.45073 1 PHF2 12 (10%) 104 0.00013036 0.0327 0.023751 1 0.66403 1 0.04721 1 0.041416 1 0.027156 1 TPTE 14 (12%) 102 0.86764 1 0.89505 1 0.41206 1 0.83965 1 0.21223 1 0.49765 1 CDH1 11 (9%) 105 0.11153 1 0.53119 1 0.60692 1 0.74475 1 0.081163 1 0.093552 1 CPS1 13 (11%) 103 0.44722 1 0.29581 1 1 1 0.86349 1 0.90179 1 0.13221 1 INO80E 5 (4%) 111 0.25014 1 NA NA 0.60692 1 0.2785 1 0.34792 1 1 1 ELF3 5 (4%) 111 0.048352 1 0.2274 1 1 1 NA NA 0.62229 1 0.077033 1 PARK2 9 (8%) 107 0.075539 1 0.038802 1 1 1 0.45024 1 0.86895 1 0.28014 1 LARP4B 5 (4%) 111 0.013181 1 0.20624 1 1 1 NA NA 0.62229 1 0.077033 1 OR6K3 6 (5%) 110 0.075617 1 0.47222 1 1 1 0.38741 1 0.52184 1 0.86807 1 TM7SF4 7 (6%) 109 0.14578 1 0.29581 1 0.48837 1 NA NA 0.84967 1 0.26715 1 UPF3A 6 (5%) 110 0.21986 1 0.20624 1 0.60692 1 0.74475 1 0.52184 1 0.22195 1 C7ORF63 5 (4%) 111 0.013181 1 NA NA 1 1 1 1 0.62229 1 0.50728 1 KDM4B 10 (9%) 106 0.0051225 1 0.049976 1 0.34487 1 0.45024 1 0.87283 1 0.62693 1 KIAA0748 7 (6%) 109 0.34357 1 0.50703 1 1 1 NA NA 0.25612 1 0.5987 1 OR8B4 3 (3%) 113 0.40746 1 0.0089393 1 NA NA NA NA 1 1 0.60445 1 POM121L12 7 (6%) 109 0.00078734 0.194 0.25282 1 1 1 0.74475 1 0.84967 1 0.30873 1 RASA1 9 (8%) 107 0.06543 1 0.3555 1 0.66403 1 0.72994 1 0.17482 1 0.4951 1 SLITRK6 10 (9%) 106 0.55294 1 0.93438 1 0.10777 1 0.74475 1 0.17397 1 0.83495 1 TP53TG5 4 (3%) 112 0.12042 1 NA NA 1 1 NA NA 1 1 0.80754 1 LHCGR 7 (6%) 109 0.76025 1 0.8152 1 0.48837 1 NA NA 0.70897 1 0.26715 1