Mutation of Mean expression (mutant) Mean expression (wild) Number of mutant Number of wild FC (mutant/wild) Direction p-value TP53 781.49 399.22 241 267 1.96 up 2.15e-24 KRAS 415.76 642.66 139 369 1.54 down 3.95e-08 TTN 713.64 471.35 229 279 1.51 up 3.68e-07 COL5A2 1004.58 534.29 50 458 1.88 up 7.27e-07 RB1 1017.17 553.17 30 478 1.84 up 1.75e-06 SORCS1 901.7 537.57 60 448 1.68 up 2.96e-06 FBN2 890.53 527.73 74 434 1.69 up 5.13e-06 PIK3AP1 1575.44 544.03 18 490 2.9 up 1.14e-05 DSCAM 1040.4 539.13 42 466 1.93 up 1.25e-05 CSMD2 894.43 530.42 70 438 1.69 up 1.27e-05 USH2A 745.71 506.71 157 351 1.47 up 1.44e-05 HHIPL2 1011.96 560.12 23 485 1.81 up 1.48e-05 CDH10 794.06 538.28 84 424 1.48 up 1.89e-05 PTPRD 802.12 538.55 81 427 1.49 up 1.90e-05 HERC2 876.84 543.13 57 451 1.61 up 2.36e-05 MUC17 810.74 529.67 92 416 1.53 up 2.45e-05 TNR 848.73 524.39 88 420 1.62 up 3.34e-05 CDH18 1026.76 537.21 45 463 1.91 up 3.64e-05 OR4D5 1302.75 563.1 12 496 2.31 up 5.01e-05 A2ML1 858.09 568.01 22 486 1.51 up 5.20e-05 AMER3 846 563.32 31 477 1.5 up 5.36e-05 PCDH11X 792.55 543.28 76 432 1.46 up 6.49e-05 FANCM 1114.07 549.45 28 480 2.03 up 6.74e-05 LRRCC1 1612.15 553.48 13 495 2.91 up 6.88e-05 SCN1A 1221.81 544.58 27 481 2.24 up 7.54e-05 DNAH11 931.14 542.3 50 458 1.72 up 8.15e-05 MYO18B 941.24 548.91 41 467 1.71 up 1.02e-04 PPIG 1214.71 562.6 14 494 2.16 up 1.16e-04 INSRR 810.57 563.56 35 473 1.44 up 1.16e-04 CNTN1 865.7 564.57 27 481 1.53 up 1.20e-04 UBTFL1 965.17 571.27 12 496 1.69 up 1.26e-04 ADAMTSL1 848.31 566.13 26 482 1.5 up 1.35e-04 COL12A1 906.65 539.36 57 451 1.68 up 1.37e-04 PREX1 817.5 566.75 28 480 1.44 up 1.53e-04 ANO4 995.79 555.44 29 479 1.79 up 1.56e-04 COL27A1 908.48 566.44 21 487 1.6 up 1.58e-04 ADGRB1 1417.53 551.6 17 491 2.57 up 1.87e-04 CHD7 970.09 562.1 23 485 1.73 up 1.93e-04 SPEF2 939.33 545.71 45 463 1.72 up 1.96e-04 MMRN1 819.12 559.08 42 466 1.47 up 1.97e-04 ABCA10 1110.35 546.14 31 477 2.03 up 1.98e-04 OR4A5 874.04 563.46 28 480 1.55 up 2.02e-04 CADPS 1264.52 551.08 21 487 2.29 up 2.05e-04 COL3A1 803.72 554.58 53 455 1.45 up 2.06e-04 WDFY3 942.27 548.82 41 467 1.72 up 2.15e-04 SLITRK3 928.25 547.61 44 464 1.7 up 2.27e-04 DMBT1 1134 538.36 36 472 2.11 up 2.37e-04 DOCK5 877.94 570.9 16 492 1.54 up 2.54e-04 ADAMTS12 792.09 533.8 92 416 1.48 up 2.56e-04 GRM8 920.15 552.34 39 469 1.67 up 2.58e-04 MYT1L 852.19 559.86 36 472 1.52 up 2.67e-04 C10orf12 1616.14 551.23 14 494 2.93 up 2.69e-04 KDM6B 916.79 571.05 14 494 1.61 up 2.78e-04 ATP1A4 934.1 566.09 20 488 1.65 up 2.78e-04 CREBBP 1091.36 557.45 22 486 1.96 up 2.87e-04 PIEZO2 1057.72 563.05 18 490 1.88 up 2.95e-04 DNAH5 894.18 536.98 62 446 1.67 up 2.97e-04 LCT 973.83 551.48 35 473 1.77 up 2.97e-04 HEPHL1 942.35 565.75 20 488 1.67 up 3.06e-04 UBAP2L 1099.15 566.96 13 495 1.94 up 3.10e-04 CACNA1E 822 541.99 70 438 1.52 up 3.13e-04 DNAH9 860.08 525.2 84 424 1.64 up 3.16e-04 COL4A4 1201.7 555.12 20 488 2.16 up 3.30e-04 UNC79 906.6 543.4 52 456 1.67 up 3.54e-04 SAGE1 1151.68 543.46 31 477 2.12 up 3.57e-04 NOS1 871.08 565.54 25 483 1.54 up 3.66e-04 DLC1 1090.12 553.09 26 482 1.97 up 3.69e-04 MTCL1 1153.32 554.65 22 486 2.08 up 3.74e-04 PKHD1L1 806.9 550.84 59 449 1.46 up 3.96e-04 TCF20 1063.6 565.88 15 493 1.88 up 3.96e-04 HRNR 821.39 548.93 59 449 1.5 up 4.11e-04 COL6A6 959.47 553.4 34 474 1.73 up 4.16e-04 DLK1 1119.71 565.3 14 494 1.98 up 4.48e-04 CPAMD8 883.94 569.43 18 490 1.55 up 4.72e-04 LIFR 1103.33 567.93 12 496 1.94 up 4.73e-04 ITGAX 944.17 549.5 40 468 1.72 up 4.74e-04 OR4C15 1055.86 545.41 35 473 1.94 up 4.75e-04 ASAP1 1284.44 554.72 18 490 2.32 up 5.00e-04 ATP8B3 1375.83 561.33 12 496 2.45 up 5.09e-04 DZIP3 1043.96 555.58 26 482 1.88 up 5.20e-04 GUCY2F 1183 549.39 25 483 2.15 up 5.41e-04 RYR3 864.42 521.1 88 420 1.66 up 5.54e-04 SLC39A12 805.9 561.32 40 468 1.44 up 5.59e-04 AHNAK 902.3 540.71 56 452 1.67 up 5.59e-04 AXDND1 878.67 567.72 21 487 1.55 up 5.63e-04 LRRC16A 1521.85 555.85 13 495 2.74 up 5.74e-04 ZNF496 1546.33 551.19 15 493 2.81 up 5.88e-04 POTEH 1304.95 550.89 20 488 2.37 up 5.95e-04 LRIT2 851.71 572.89 14 494 1.49 up 6.05e-04 SEMA5B 827.25 570.47 20 488 1.45 up 6.23e-04 EDNRB 887.53 571.24 15 493 1.55 up 6.93e-04 MUC5AC 878.28 560.56 32 476 1.57 up 6.95e-04 NBAS 819.89 557.88 44 464 1.47 up 7.26e-04 UHRF1BP1 1217.27 566.48 11 497 2.15 up 7.28e-04 NEDD4 906.4 570.66 15 493 1.59 up 7.37e-04 ZDBF2 820.29 561.19 38 470 1.46 up 7.40e-04 ADGRG4 792.83 540.9 80 428 1.47 up 7.46e-04 LRFN2 1201.58 549.78 24 484 2.19 up 8.08e-04 RP1 876.93 554.56 41 467 1.58 up 8.41e-04 NLGN1 1093.36 550.66 28 480 1.99 up 8.51e-04 PRAMEF15 948.76 567.83 17 491 1.67 up 8.63e-04 COL6A3 837.82 546.12 60 448 1.53 up 8.96e-04 CDH9 871.19 546.72 53 455 1.59 up 9.06e-04 POSTN 942.47 557.86 30 478 1.69 up 9.29e-04 EHBP1 961.92 571.35 12 496 1.68 up 9.31e-04 ADGRL4 823.81 564.77 31 477 1.46 up 9.47e-04 UNC5D 814.81 564.83 32 476 1.44 up 9.61e-04 TBX20 951.17 571.61 12 496 1.66 up 1.00e-03 SP140 952.12 567.71 17 491 1.68 up 1.01e-03 PLEC 826.74 551.9 53 455 1.5 up 1.03e-03 SEPT14 1317.5 559.69 14 494 2.35 up 1.08e-03 SLITRK1 962.72 545.24 43 465 1.77 up 1.08e-03 BLK 926.83 572.2 12 496 1.62 up 1.08e-03 GRIA4 1396.78 550.59 18 490 2.54 up 1.14e-03 KIF19 876.1 568.46 20 488 1.54 up 1.17e-03 ADAM23 1017.75 558.9 24 484 1.82 up 1.21e-03 ZIM3 1144.53 558.66 19 489 2.05 up 1.22e-03 PGM5 871.67 571.72 15 493 1.52 up 1.23e-03 LILRB5 976.64 569.35 14 494 1.72 up 1.26e-03 TIE1 1534 559.47 11 497 2.74 up 1.26e-03 RPL10L 828.2 573.04 15 493 1.45 up 1.27e-03 GLDC 825.18 572.11 17 491 1.44 up 1.29e-03 OR5T1 915.78 568.26 18 490 1.61 up 1.34e-03 DYNC2H1 1077.17 550.51 29 479 1.96 up 1.42e-03 RPGRIP1 1026.13 567.02 15 493 1.81 up 1.44e-03 IGSF11 828.54 574.06 13 495 1.44 up 1.45e-03 PRAMEF4 935.93 569.76 15 493 1.64 up 1.49e-03 COL20A1 1162.27 554.24 22 486 2.1 up 1.50e-03 PREX2 1162.08 550.48 25 483 2.11 up 1.50e-03 SERPINB7 1484.36 560.57 11 497 2.65 up 1.51e-03 MN1 917.33 570.33 15 493 1.61 up 1.60e-03 NRAP 848.91 567.85 23 485 1.49 up 1.61e-03 ZNF648 1145.85 557.41 20 488 2.06 up 1.64e-03 CHD5 1088.11 552.09 27 481 1.97 up 1.69e-03 STAB2 969.71 552.66 34 474 1.75 up 1.70e-03 SIM1 1169.69 561.42 16 492 2.08 up 1.75e-03 EPHA5 805.16 552.19 57 451 1.46 up 1.79e-03 GON4L 907 571.32 14 494 1.59 up 1.80e-03 ZEB2 990.44 553.02 32 476 1.79 up 1.87e-03 DOCK8 1534.09 559.47 11 497 2.74 up 1.87e-03 DENND2A 1017.63 563.59 19 489 1.81 up 1.87e-03 HERC5 948.45 572.43 11 497 1.66 up 1.93e-03 MMS22L 827.85 574.08 13 495 1.44 up 1.96e-03 TRPC5 1029.33 555.38 27 481 1.85 up 1.96e-03 MRC2 872.08 573.52 12 496 1.52 up 1.99e-03 TRRAP 902.46 556.76 35 473 1.62 up 2.01e-03 CCDC40 1054.93 566.14 15 493 1.86 up 2.02e-03 DIDO1 921.73 556.87 33 475 1.66 up 2.04e-03 GBA3 1362.94 551.83 18 490 2.47 up 2.05e-03 DNAH2 1166.96 550.22 25 483 2.12 up 2.06e-03 IGKC 1121.83 567.48 12 496 1.98 up 2.07e-03 CNBD1 971.29 563.73 21 487 1.72 up 2.08e-03 OR8B12 1541.55 559.31 11 497 2.76 up 2.11e-03 NOVA1 1239.56 556.37 18 490 2.23 up 2.20e-03 NDST4 943.55 556.99 31 477 1.69 up 2.22e-03 ADAMTS19 1053.96 554 27 481 1.9 up 2.31e-03 CHD6 1052.45 552.01 29 479 1.91 up 2.33e-03 LINGO2 905.88 570 16 492 1.59 up 2.37e-03 OR5K3 983.43 569.16 14 494 1.73 up 2.40e-03 OR5M11 1003.64 571.21 11 497 1.76 up 2.41e-03 FAM47A 886.73 550.82 45 463 1.61 up 2.44e-03 RXRG 1237.38 563.33 13 495 2.2 up 2.53e-03 LRRTM4 906.12 550.47 43 465 1.65 up 2.54e-03 LRRC4C 879.77 555.7 39 469 1.58 up 2.55e-03 NUP210 1147.39 553.69 23 485 2.07 up 2.56e-03 FER1L6 864.7 556.29 40 468 1.55 up 2.56e-03 DACH1 1209.15 554.81 20 488 2.18 up 2.59e-03 ARAP2 829.44 567.69 25 483 1.46 up 2.60e-03 MAGEB2 1417.14 556.87 14 494 2.54 up 2.63e-03 ABCB11 1106.8 553.34 25 483 2 up 2.66e-03 PRTG 954 570.77 13 495 1.67 up 2.66e-03 BMPER 1195.25 555.38 20 488 2.15 up 2.74e-03 KIF1A 978.19 559.13 26 482 1.75 up 2.77e-03 LRRIQ3 977.19 558.31 27 481 1.75 up 2.77e-03 NRK 832.55 570.25 20 488 1.46 up 2.82e-03 EVI5 1798.45 553.62 11 497 3.25 up 2.84e-03 TAF1L 869.59 548.32 51 457 1.59 up 2.87e-03 RPE65 908.22 568.54 18 490 1.6 up 2.90e-03 CD5L 819.48 570.27 21 487 1.44 up 2.91e-03 PPAPDC1A 870 574.17 11 497 1.52 up 2.93e-03 SZT2 842.67 569.27 21 487 1.48 up 2.99e-03 COL14A1 997.48 543 42 466 1.84 up 3.02e-03 USP7 1063.14 566.9 14 494 1.88 up 3.03e-03 NID1 981.89 550.88 35 473 1.78 up 3.05e-03 RFWD2 1390.92 559.29 13 495 2.49 up 3.09e-03 OLFM3 863.31 571.38 16 492 1.51 up 3.14e-03 COBL 1250 550.27 22 486 2.27 up 3.18e-03 FOXP2 1185.39 558.36 18 490 2.12 up 3.23e-03 PDE3A 1100.67 554.79 24 484 1.98 up 3.25e-03 MAGEL2 947.55 563.96 22 486 1.68 up 3.25e-03 F8 1018.95 541.06 42 466 1.88 up 3.28e-03 GRIK3 838.56 571.1 18 490 1.47 up 3.34e-03 PLCE1 867.52 566.97 23 485 1.53 up 3.40e-03 RGS7 937.68 559.74 28 480 1.68 up 3.47e-03 FRYL 1081.41 552.46 27 481 1.96 up 3.53e-03 COL1A2 815.61 564.25 33 475 1.45 up 3.56e-03 ASTN2 823.05 558.72 42 466 1.47 up 3.58e-03 WBSCR17 1090.43 556.4 23 485 1.96 up 3.60e-03 MYF5 956.82 572.25 11 497 1.67 up 3.69e-03 HTR3B 882 573.28 12 496 1.54 up 3.73e-03 FAT2 971.1 547.2 40 468 1.77 up 3.82e-03 FRMD7 928.67 569.98 15 493 1.63 up 3.83e-03 DICER1 1444 559.69 12 496 2.58 up 3.90e-03 COL19A1 908.37 550.26 43 465 1.65 up 3.95e-03 MGAM 866.21 554.83 42 466 1.56 up 3.98e-03 CHL1 919.49 552.39 39 469 1.66 up 4.04e-03 NLRP4 842.25 565.31 28 480 1.49 up 4.04e-03 EYA4 900.75 567.45 20 488 1.59 up 4.08e-03 ZFAT 1406.62 558.88 13 495 2.52 up 4.25e-03 MROH2B 916.37 549.52 43 465 1.67 up 4.27e-03 DNAH17 852.88 565.89 26 482 1.51 up 4.40e-03 TG 808.58 551.76 57 451 1.47 up 4.47e-03 FLG2 807.9 546.04 67 441 1.48 up 4.51e-03 PGLYRP2 873.09 574.1 11 497 1.52 up 4.51e-03 SYMPK 1006 570.28 12 496 1.76 up 4.58e-03 SLC17A4 904.4 570.72 15 493 1.58 up 4.63e-03 CAND1 928.09 572.88 11 497 1.62 up 4.72e-03 CHRD 975.77 570.2 13 495 1.71 up 4.77e-03 TGFBR3 926.53 568.6 17 491 1.63 up 4.78e-03 ITSN2 1422 556.73 14 494 2.55 up 4.85e-03 KCNC2 1057.12 556.94 24 484 1.9 up 5.01e-03 COL6A5 1536.92 557.44 12 496 2.76 up 5.28e-03 C7orf60 1055.87 566.11 15 493 1.87 up 5.33e-03 COL28A1 830.72 571.39 18 490 1.45 up 5.52e-03 SPATA31A1 961.65 548 40 468 1.75 up 5.65e-03 WDR78 1200.18 559.12 17 491 2.15 up 5.66e-03 HYDIN 797.66 555.29 53 455 1.44 up 5.66e-03 GTDC1 1062.23 567.93 13 495 1.87 up 5.71e-03 DOCK2 800.19 554.99 53 455 1.44 up 5.73e-03 CWF19L2 1115.82 568.73 11 497 1.96 up 5.73e-03 DMD 814.11 540.76 74 434 1.51 up 5.75e-03 ST6GAL2 857.06 559.49 36 472 1.53 up 5.76e-03 PCOLCE2 1362.82 563.26 11 497 2.42 up 5.76e-03 KIAA1109 864.3 551.65 47 461 1.57 up 5.80e-03 DGKB 981.17 550.93 35 473 1.78 up 5.89e-03 DPYS 902.63 568.06 19 489 1.59 up 5.94e-03 ESR1 930.09 572.84 11 497 1.62 up 5.97e-03 OR56A3 877.08 573.4 12 496 1.53 up 5.99e-03 ANO2 963.93 569.71 14 494 1.69 up 6.06e-03 SFSWAP 1443.25 559.7 12 496 2.58 up 6.10e-03 OR8K1 1257.29 557.14 17 491 2.26 up 6.31e-03 OR51E2 1102.71 565.78 14 494 1.95 up 6.32e-03 CPA3 966.62 570.44 13 495 1.69 up 6.45e-03 PRAMEF18 1302.13 558.62 15 493 2.33 up 6.47e-03 HFM1 905.42 559.46 31 477 1.62 up 6.57e-03 ARFGEF3 938.18 568.19 17 491 1.65 up 6.76e-03 BOD1L1 860.44 556 41 467 1.55 up 6.84e-03 R3HCC1L 871.27 571.73 15 493 1.52 up 6.90e-03 CHSY3 1216.21 562.56 14 494 2.16 up 6.95e-03 ENTHD1 1379.75 554.59 16 492 2.49 up 7.01e-03 SLC9A9 902.69 570.1 16 492 1.58 up 7.05e-03 RICTOR 951.53 566.16 19 489 1.68 up 7.05e-03 NR5A2 871.27 571.73 15 493 1.52 up 7.07e-03 ZNF804B 851.04 551.7 49 459 1.54 up 7.11e-03 OR51V1 862.04 567.23 23 485 1.52 up 7.16e-03 ZSWIM2 984.71 557 28 480 1.77 up 7.19e-03 KIAA1429 978.19 567.64 16 492 1.72 up 7.20e-03 PCSK5 874 567.92 21 487 1.54 up 7.35e-03 SLC5A12 858.29 570.96 17 491 1.5 up 7.42e-03 PNLIP 873.6 571.66 15 493 1.53 up 7.46e-03 ALDH8A1 1370 561.48 12 496 2.44 up 7.54e-03 CTNNA2 865.93 546.63 54 454 1.58 up 7.55e-03 HEG1 1485.36 560.55 11 497 2.65 up 7.57e-03 DNAH8 954.84 532.34 58 450 1.79 up 7.62e-03 CABS1 1018.77 569.07 13 495 1.79 up 7.63e-03 LMTK2 1036.27 570.49 11 497 1.82 up 7.67e-03 RP11-407N17.3 1092.59 557.4 22 486 1.96 up 7.81e-03 C7 1059.7 553.68 27 481 1.91 up 7.82e-03 GDF5 889.18 573.74 11 497 1.55 up 8.03e-03 SLC17A3 1285.64 560.59 14 494 2.29 up 8.04e-03 CNKSR2 847.75 569.62 20 488 1.49 up 8.09e-03 TPTE 897.06 546.79 49 459 1.64 up 8.17e-03 PLD1 1112.89 561.02 18 490 1.98 up 8.44e-03 KCNH5 978.45 552.93 33 475 1.77 up 8.58e-03 AHSG 882.31 572.65 13 495 1.54 up 8.61e-03 PCDHB8 922.49 555.27 35 473 1.66 up 8.69e-03 STAG2 882.22 569.49 18 490 1.55 up 8.86e-03 KYNU 1286.23 562.04 13 495 2.29 up 8.96e-03 TPO 985.85 558.71 26 482 1.76 up 8.96e-03 SMARCA1 931.89 567.67 18 490 1.64 up 9.07e-03 ATOH1 1238.47 560.56 15 493 2.21 up 9.09e-03 FAM65B 1382.69 559.51 13 495 2.47 up 9.19e-03 HAVCR1 939 572.64 11 497 1.64 up 9.61e-03 CTNND2 861.53 551.93 47 461 1.56 up 9.70e-03 ATG2B 1269.52 550.87 21 487 2.3 up 9.72e-03 IMPG1 829.41 571.96 17 491 1.45 up 9.96e-03 CALN1 911.93 571.18 14 494 1.6 up 9.98e-03