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 MYD88 3 (7%) 38 0.24268 1 0.23171 1 1 1 0.76588 1 0.42857 1 NA NA 0.3823 1 0.64571 1 0.59286 1 0.36299 1 FRG1 9 (22%) 32 0.7061 1 0.71859 1 0.38985 1 0.84907 1 1 1 0.35898 1 0.27039 1 0.061689 1 1 1 0.0367 1 MLL2 14 (34%) 27 0.096944 1 0.32642 1 1 1 1 1 0.64241 1 0.10018 1 0.33653 1 0.19898 1 0.50179 1 0.20265 1 TPPP 5 (12%) 36 1 1 0.18361 1 0.5977 1 0.76527 1 0.60301 1 0.3015 1 0.68907 1 0.72696 1 1 1 0.65147 1 CHIT1 6 (15%) 35 1 1 1 1 0.65134 1 0.44664 1 0.48571 1 NA NA 0.43203 1 0.82702 1 0.16721 1 0.92891 1 B2M 8 (20%) 33 0.059434 1 0.69652 1 0.38985 1 0.84988 1 1 1 0.39253 1 0.12027 1 0.90627 1 0.40799 1 0.3978 1 TPTE2 11 (27%) 30 1 1 1 1 0.16858 1 0.4478 1 0.65944 1 0.46967 1 0.1788 1 0.65223 1 0.69515 1 0.35073 1 RHPN2 6 (15%) 35 0.6786 1 1 1 0.099617 1 0.076629 1 1 1 0.28886 1 0.53298 1 0.18097 1 0.66171 1 0.01053 1 FOXD4L1 7 (17%) 34 0.43755 1 0.69652 1 1 1 0.2659 1 1 1 0.23269 1 0.94566 1 0.96616 1 0.18213 1 0.49837 1 DND1 5 (12%) 36 0.63843 1 1 1 1 1 0.37457 1 1 1 0.23205 1 0.51919 1 0.95948 1 0.60519 1 0.23166 1 ATXN1 7 (17%) 34 1 1 0.69652 1 0.5977 1 0.48745 1 1 1 1 1 0.24794 1 0.23364 1 0.40799 1 0.53414 1 TP53 6 (15%) 35 0.070407 1 0.6628 1 1 1 0.7653 1 0.17143 1 NA NA 0.21578 1 0.32945 1 1 1 0.9429 1 CDC27 10 (24%) 31 1 1 0.48408 1 1 1 0.62335 1 1 1 0.85553 1 0.39039 1 0.044 1 0.065229 1 0.26527 1 EPB41L4A 4 (10%) 37 0.61776 1 0.34334 1 0.5977 1 0.76498 1 0.48571 1 NA NA 0.61131 1 0.6119 1 0.60519 1 0.98292 1 NOTCH2NL 4 (10%) 37 1 1 0.34334 1 0.48276 1 NA NA 1 1 NA NA 0.89149 1 0.89602 1 0.60519 1 0.11285 1 KRT3 4 (10%) 37 1 1 1 1 0.22414 1 NA NA 0.48571 1 NA NA 0.89112 1 0.89507 1 1 1 0.32461 1 OR1S2 10 (24%) 31 0.46731 1 1 1 0.65134 1 0.59914 1 0.61079 1 0.6708 1 0.64311 1 0.695 1 0.43385 1 0.7402 1 RGPD5 5 (12%) 36 0.056335 1 0.18361 1 1 1 0.26577 1 1 1 NA NA 0.85271 1 0.61106 1 1 1 0.14054 1 TNFAIP3 6 (15%) 35 0.026579 1 1 1 0.65134 1 0.81919 1 0.48571 1 NA NA 0.32714 1 0.52297 1 0.34199 1 0.02316 1 RBMXL1 4 (10%) 37 1 1 0.34334 1 1 1 1 1 1 1 NA NA 0.89344 1 0.40713 1 1 1 0.56049 1 CCDC66 4 (10%) 37 1 1 0.047842 1 0.22414 1 NA NA 0.10376 1 0.055259 1 0.10217 1 0.11149 1 0.23095 1 0.2099 1 NOTCH2 7 (17%) 34 0.43755 1 1 1 1 1 1 1 0.33835 1 0.18269 1 0.80842 1 0.83988 1 0.66171 1 0.27566 1 PCMTD1 6 (15%) 35 1 1 1 1 0.65134 1 0.55064 1 1 1 0.28819 1 0.43016 1 0.32906 1 0.66171 1 0.57494 1 FAM120B 5 (12%) 36 1 1 1 1 0.22414 1 0.26437 1 1 1 1 1 0.41111 1 0.084789 1 0.32554 1 0.77245 1 SMARCA2 4 (10%) 37 1 1 0.34334 1 0.22414 1 NA NA 0.60301 1 0.50433 1 0.22471 1 0.32826 1 0.1062 1 0.82775 1 C11ORF40 4 (10%) 37 1 1 1 1 1 1 NA NA 1 1 NA NA 0.77323 1 0.94614 1 0.59286 1 0.12149 1 ZSCAN5A 3 (7%) 38 0.5728 1 0.10694 1 NA NA NA NA 0.48571 1 NA NA 0.38138 1 0.77047 1 0.23095 1 0.51155 1 KRTAP4-5 4 (10%) 37 1 1 0.34334 1 1 1 NA NA 1 1 0.23135 1 0.42549 1 0.47417 1 0.60519 1 0.04791 1 DEFA1 4 (10%) 37 1 1 1 1 1 1 NA NA 0.22857 1 0.14952 1 0.38204 1 0.25431 1 0.1062 1 0.3271 1 SIRPA 5 (12%) 36 1 1 0.6628 1 0.5977 1 0.76557 1 0.33835 1 0.45503 1 0.52347 1 0.12128 1 0.34199 1 0.083029 1 TMPRSS13 3 (7%) 38 0.5728 1 0.606 1 1 1 NA NA 1 1 0.76422 1 0.15871 1 0.01136 1 1 1 0.51133 1 CYP2A6 4 (10%) 37 0.30298 1 1 1 1 1 NA NA 1 1 0.76232 1 0.01732 1 0.078409 1 0.60519 1 0.19128 1 AR 7 (17%) 34 1 1 0.69652 1 0.099617 1 0.078119 1 0.33835 1 0.81577 1 0.3197 1 0.84052 1 0.66171 1 0.04374 1 ARHGEF5 3 (7%) 38 1 1 1 1 1 1 NA NA 1 1 0.43233 1 0.88709 1 0.77155 1 0.4873 1 NA NA RNF39 3 (7%) 38 0.5728 1 0.606 1 0.48276 1 NA NA 1 1 0.7635 1 0.8868 1 0.43488 1 1 1 0.21229 1 ABCA1 5 (12%) 36 0.63843 1 0.6628 1 1 1 NA NA 1 1 0.22986 1 1 1 0.88392 1 1 1 0.42274 1 CS 3 (7%) 38 1 1 0.10694 1 0.48276 1 NA NA 1 1 NA NA 0.38135 1 0.33251 1 0.23095 1 0.087679 1 IFITM3 4 (10%) 37 0.61776 1 1 1 0.22414 1 0.26794 1 0.60301 1 0.63115 1 0.42917 1 0.071689 1 0.60519 1 0.0146 1 RANBP2 6 (15%) 35 1 1 1 1 0.65134 1 1 1 0.22857 1 0.14907 1 0.83071 1 0.42773 1 0.66171 1 0.57378 1 KLHL6 6 (15%) 35 0.37729 1 1 1 0.3295 1 0.35909 1 0.33835 1 0.81197 1 0.8309 1 0.35141 1 0.34199 1 0.56459 1 ZNF814 10 (24%) 31 0.14224 1 0.48408 1 0.65134 1 0.51314 1 0.22857 1 0.7611 1 0.050579 1 0.01935 1 0.69515 1 0.01225 1 CYP4A11 4 (10%) 37 0.61776 1 1 1 0.22414 1 0.26658 1 1 1 1 1 0.77322 1 0.20333 1 0.32554 1 0.19111 1 PIM1 8 (20%) 33 1 1 0.0034481 1 0.65134 1 1 1 0.17143 1 NA NA 0.099479 1 0.074499 1 0.036535 1 0.4742 1 POTEE 7 (17%) 34 1 1 1 1 0.042146 1 0.11999 1 1 1 0.12349 1 0.063149 1 0.00183 1 1 1 0.03751 1 OR52E6 3 (7%) 38 0.5728 1 0.606 1 1 1 NA NA 1 1 0.42934 1 0.88477 1 0.43478 1 1 1 0.21187 1 NBPF10 9 (22%) 32 0.47098 1 0.13001 1 0.65134 1 0.34409 1 1 1 0.23228 1 0.38816 1 0.21229 1 0.43385 1 0.98613 1 PRB2 9 (22%) 32 0.47098 1 1 1 0.38985 1 0.70054 1 0.10376 1 0.054149 1 0.16274 1 0.02342 1 0.40799 1 0.47491 1 MUC6 21 (51%) 20 0.5359 1 0.75786 1 1 1 0.1729 1 0.39643 1 0.15725 1 0.78742 1 0.887 1 0.31612 1 0.93378 1 SALL1 5 (12%) 36 1 1 0.6628 1 0.5977 1 1 1 1 1 NA NA 1 1 0.21823 1 1 1 0.32508 1 PAK2 7 (17%) 34 0.11213 1 1 1 0.5977 1 1 1 1 1 0.67087 1 0.32407 1 0.44153 1 0.18213 1 0.086649 1 FLG 17 (41%) 24 0.75981 1 1 1 0.71038 1 1 1 1 1 0.04937 1 1 1 0.56297 1 1 1 0.01863 1 MUC17 13 (32%) 28 0.17905 1 0.18094 1 0.68166 1 0.35196 1 1 1 0.85534 1 0.61617 1 0.57095 1 0.48263 1 0.38981 1 OR2T4 8 (20%) 33 0.059434 1 0.13001 1 0.65134 1 0.21676 1 0.10376 1 0.30143 1 0.01019 1 0.17885 1 0.2357 1 0.0078899 1 AMAC1L3 5 (12%) 36 1 1 0.6628 1 0.099617 1 0.26449 1 0.61079 1 0.28568 1 0.31363 1 0.01894 1 0.65043 1 0.065359 1 APOB 3 (7%) 38 1 1 0.10694 1 1 1 NA NA 0.48571 1 NA NA 0.15724 1 0.77252 1 0.23095 1 0.21206 1 KRTAP4-7 8 (20%) 33 0.059434 1 1 1 0.68166 1 0.38211 1 0.045113 1 0.45332 1 0.77035 1 0.23273 1 0.2357 1 0.27081 1 MUC16 13 (32%) 28 0.32097 1 0.18094 1 0.42699 1 0.18154 1 0.67307 1 1 1 0.88281 1 0.68181 1 0.48103 1 0.46774 1 NEFH 6 (15%) 35 0.20511 1 0.6628 1 0.042146 1 0.091019 1 1 1 0.29645 1 0.93863 1 0.61332 1 0.39108 1 0.092059 1 KCNN3 7 (17%) 34 0.20855 1 1 1 0.21476 1 0.62116 1 1 1 0.81442 1 0.94592 1 0.36641 1 1 1 0.39022 1 RNASEH2B 3 (7%) 38 0.5728 1 0.606 1 1 1 NA NA NA NA NA NA 0.01846 1 0.47306 1 0.59286 1 0.27376 1 FAM153B 3 (7%) 38 1 1 1 1 1 1 0.37385 1 1 1 NA NA 1 1 1 1 0.59286 1 0.73501 1 OTOP1 4 (10%) 37 0.30298 1 1 1 0.5977 1 0.76541 1 1 1 0.7642 1 0.30435 1 0.47515 1 1 1 0.71252 1 AATK 3 (7%) 38 0.5728 1 1 1 0.48276 1 NA NA 1 1 0.43144 1 0.8884 1 0.43625 1 1 1 0.087589 1 ARID1A 5 (12%) 36 1 1 0.6628 1 1 1 NA NA 1 1 0.23051 1 0.52455 1 0.72724 1 0.1062 1 0.02859 1 GUCA1C 3 (7%) 38 0.5728 1 0.606 1 1 1 NA NA 1 1 0.42955 1 0.88758 1 0.43835 1 1 1 0.21028 1 TRIM48 8 (20%) 33 1 1 1 1 0.68166 1 0.38256 1 0.22857 1 0.14904 1 0.87308 1 1 1 1 1 0.34525 1 CSGALNACT2 5 (12%) 36 1 1 1 1 0.22414 1 0.2681 1 1 1 0.54511 1 0.52259 1 0.12162 1 0.34199 1 0.083539 1 CRIPAK 6 (15%) 35 0.6786 1 0.0086203 1 0.22414 1 NA NA 0.1778 1 0.58174 1 0.02721 1 0.072629 1 0.020283 1 0.25694 1 DHRS4 4 (10%) 37 1 1 0.047842 1 0.22414 1 NA NA 0.10376 1 0.055469 1 0.10251 1 0.11206 1 0.23095 1 0.21199 1 FAM21A 4 (10%) 37 0.61776 1 0.34334 1 0.48276 1 NA NA 0.22857 1 0.43234 1 0.61305 1 0.61064 1 0.1062 1 0.42092 1 KIAA1529 4 (10%) 37 0.61776 1 1 1 1 1 NA NA 1 1 0.4305 1 1 1 0.75904 1 1 1 0.26824 1 OR2M5 4 (10%) 37 0.61776 1 0.606 1 0.22414 1 0.066469 1 0.063158 1 0.29455 1 0.10243 1 0.22834 1 0.095238 1 0.26765 1 KRT6A 4 (10%) 37 0.30298 1 0.606 1 1 1 1 1 1 1 0.43155 1 1 1 0.89449 1 0.59286 1 1 1 CYP2F1 4 (10%) 37 1 1 0.34334 1 0.22414 1 NA NA 0.22857 1 0.14898 1 0.22701 1 0.052679 1 0.1062 1 0.19081 1 FCGBP 5 (12%) 36 0.63843 1 0.18361 1 1 1 NA NA 0.60301 1 0.22974 1 1 1 0.81607 1 1 1 0.59793 1 ZNF493 4 (10%) 37 0.61776 1 1 1 1 1 NA NA 1 1 0.43223 1 1 1 0.68257 1 1 1 0.27041 1 HLA-B 7 (17%) 34 0.43755 1 0.69652 1 0.3295 1 0.12013 1 0.60301 1 0.63203 1 0.94586 1 0.66449 1 1 1 0.03961 1 FCRLA 3 (7%) 38 1 1 0.606 1 NA NA NA NA 1 1 0.43209 1 0.88619 1 0.77051 1 0.4873 1 NA NA KLRC2 5 (12%) 36 1 1 0.6628 1 0.5977 1 0.76342 1 0.33835 1 0.81533 1 0.52384 1 0.24734 1 0.1062 1 0.82865 1 CD79B 5 (12%) 36 0.63843 1 0.34334 1 0.099617 1 0.11445 1 1 1 NA NA 0.68978 1 0.63535 1 0.59286 1 0.36204 1 TMSB4X 5 (12%) 36 0.36294 1 0.18361 1 0.65134 1 0.55717 1 1 1 0.57174 1 0.3168 1 0.46836 1 0.34199 1 0.6994 1 PRB1 5 (12%) 36 0.36294 1 0.020689 1 1 1 NA NA 0.22857 1 0.15223 1 0.081119 1 0.70186 1 0.047258 1 0.34473 1 PCDHA7 4 (10%) 37 0.30298 1 0.606 1 0.5977 1 1 1 0.021053 1 0.0069099 1 0.10342 1 0.04773 1 0.32554 1 0.71497 1 OR5H14 3 (7%) 38 0.5728 1 1 1 1 1 1 1 0.42857 1 NA NA 0.38235 1 0.64644 1 0.59286 1 0.65078 1 PER3 4 (10%) 37 0.11766 1 1 1 1 1 NA NA 1 1 NA NA 1 1 0.49849 1 0.4873 1 NA NA PABPC1 7 (17%) 34 0.6786 1 1 1 1 1 0.82019 1 0.33835 1 0.45035 1 0.67113 1 0.36224 1 0.68426 1 0.088409 1 ITGA6 3 (7%) 38 1 1 0.606 1 1 1 NA NA 0.48571 1 NA NA 0.78427 1 0.7697 1 1 1 0.26892 1 IGSF3 6 (15%) 35 0.6786 1 1 1 1 1 0.21629 1 0.27218 1 0.1197 1 0.69058 1 0.7691 1 1 1 0.78752 1 KRTAP1-1 3 (7%) 38 1 1 0.606 1 1 1 NA NA 1 1 0.76527 1 0.15987 1 0.33127 1 1 1 0.10275 1 C15ORF39 3 (7%) 38 0.5728 1 0.606 1 0.48276 1 NA NA 1 1 0.76287 1 0.88652 1 0.43843 1 1 1 0.21056 1 FBXO34 3 (7%) 38 0.5728 1 1 1 0.48276 1 NA NA 1 1 NA NA 0.60028 1 0.19026 1 0.59286 1 0.088889 1 ZNF880 8 (20%) 33 1 1 0.13001 1 1 1 0.81906 1 0.65944 1 1 1 0.47416 1 0.23612 1 0.04382 1 0.10527 1 NBPF15 4 (10%) 37 1 1 1 1 1 1 1 1 0.60301 1 0.79019 1 0.77171 1 0.33092 1 0.60519 1 0.82636 1 SLC22A16 3 (7%) 38 1 1 0.606 1 NA NA NA NA 1 1 0.43226 1 0.88693 1 0.77039 1 0.4873 1 NA NA