# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 SNRNP40 SNRNP40 SNRNP40 1228 0.132 -0.0304 YES 2 CDC40 CDC40 CDC40 2109 0.0873 -0.0543 YES 3 SNRPB2 SNRPB2 SNRPB2 2580 0.0727 -0.0597 YES 4 THOC2 THOC2 THOC2 2598 0.072 -0.0402 YES 5 AQR AQR AQR 2856 0.0668 -0.0356 YES 6 PRPF3 PRPF3 PRPF3 3417 0.0558 -0.0507 YES 7 SNRPA1 SNRPA1 SNRPA1 3551 0.0536 -0.0428 YES 8 DHX15 DHX15 DHX15 3571 0.0533 -0.0288 YES 9 PRPF40A PRPF40A PRPF40A 3610 0.0526 -0.0161 YES 10 RBMX RBMX RBMX 3626 0.0522 -0.00216 YES 11 THOC3 THOC3 THOC3 3659 0.0517 0.0107 YES 12 SNRPE SNRPE SNRPE 3696 0.0511 0.0231 YES 13 TRA2A TRA2A TRA2A 3729 0.0506 0.0356 YES 14 SNRPF SNRPF SNRPF 3837 0.0489 0.0435 YES 15 SFRS1 SFRS1 SFRS1 4105 0.0453 0.0416 YES 16 SNRPD3 SNRPD3 SNRPD3 4121 0.0451 0.0535 YES 17 SNRPG SNRPG SNRPG 4156 0.0447 0.0643 YES 18 PRPF38A PRPF38A PRPF38A 4196 0.0442 0.0746 YES 19 HSPA8 HSPA8 HSPA8 4349 0.0422 0.0782 YES 20 NCBP1 NCBP1 NCBP1 4363 0.042 0.0893 YES 21 SF3B3 SF3B3 SF3B3 4556 0.0398 0.09 YES 22 SNRNP200 SNRNP200 SNRNP200 4585 0.0394 0.0995 YES 23 SFRS6 SFRS6 SFRS6 4592 0.0394 0.11 YES 24 HNRNPA1L2 HNRNPA1L2 HNRNPA1L2 4635 0.0389 0.119 YES 25 U2AF2 U2AF2 U2AF2 4662 0.0385 0.128 YES 26 THOC4 THOC4 THOC4 4675 0.0384 0.139 YES 27 DDX46 DDX46 DDX46 4732 0.0378 0.146 YES 28 HNRNPK HNRNPK HNRNPK 4740 0.0377 0.157 YES 29 RBM8A RBM8A RBM8A 4841 0.0365 0.161 YES 30 SF3B14 SF3B14 SF3B14 4931 0.0354 0.166 YES 31 ISY1 ISY1 ISY1 4932 0.0353 0.176 YES 32 SF3B1 SF3B1 SF3B1 4966 0.0348 0.184 YES 33 HNRNPC HNRNPC HNRNPC 4992 0.0344 0.193 YES 34 SFRS2 SFRS2 SFRS2 5070 0.0336 0.198 YES 35 SFRS13A SFRS13A SFRS13A 5126 0.0329 0.204 YES 36 HNRNPU HNRNPU HNRNPU 5143 0.0327 0.213 YES 37 SNRPD1 SNRPD1 SNRPD1 5294 0.031 0.213 YES 38 CDC5L CDC5L CDC5L 5394 0.0299 0.216 YES 39 SFRS9 SFRS9 SFRS9 5416 0.0296 0.223 YES 40 SMNDC1 SMNDC1 SMNDC1 5452 0.0293 0.23 YES 41 PRPF4 PRPF4 PRPF4 5472 0.0291 0.237 YES 42 SNRPB SNRPB SNRPB 5493 0.0289 0.244 YES 43 LSM2 LSM2 LSM2 5504 0.0288 0.251 YES 44 SF3A2 SF3A2 SF3A2 5557 0.0281 0.257 YES 45 CHERP CHERP CHERP 5573 0.028 0.264 YES 46 PPIH PPIH PPIH 5616 0.0276 0.269 YES 47 SNRNP27 SNRNP27 SNRNP27 5632 0.0274 0.276 YES 48 DDX42 DDX42 DDX42 5633 0.0274 0.284 YES 49 SLU7 SLU7 SLU7 5666 0.027 0.29 YES 50 HNRNPA1 HNRNPA1 HNRNPA1 5676 0.0269 0.297 YES 51 RBM22 RBM22 RBM22 5825 0.0254 0.296 YES 52 THOC1 THOC1 THOC1 5839 0.0253 0.302 YES 53 TCERG1 TCERG1 TCERG1 5943 0.0244 0.303 YES 54 SYF2 SYF2 SYF2 6003 0.0234 0.307 YES 55 BCAS2 BCAS2 BCAS2 6028 0.0233 0.312 YES 56 NAA38 NAA38 NAA38 6100 0.0226 0.314 YES 57 MAGOH MAGOH MAGOH 6104 0.0225 0.321 YES 58 PRPF8 PRPF8 PRPF8 6326 0.0202 0.314 YES 59 SF3B4 SF3B4 SF3B4 6352 0.0199 0.318 YES 60 PRPF6 PRPF6 PRPF6 6366 0.0197 0.323 YES 61 U2AF1 U2AF1 U2AF1 6438 0.019 0.325 YES 62 SNRPD2 SNRPD2 SNRPD2 6569 0.0178 0.323 YES 63 EIF4A3 EIF4A3 EIF4A3 6683 0.0168 0.321 YES 64 RBM17 RBM17 RBM17 6728 0.0164 0.323 YES 65 PRPF38B PRPF38B PRPF38B 6752 0.0162 0.327 YES 66 PLRG1 PLRG1 PLRG1 6789 0.0159 0.329 YES 67 RBM25 RBM25 RBM25 6796 0.0158 0.333 YES 68 PQBP1 PQBP1 PQBP1 6866 0.015 0.334 YES 69 SF3A3 SF3A3 SF3A3 6886 0.0148 0.337 YES 70 BAT1 BAT1 BAT1 6895 0.0147 0.341 YES 71 PCBP1 PCBP1 PCBP1 6910 0.0146 0.344 YES 72 SNRNP70 SNRNP70 SNRNP70 6916 0.0145 0.348 YES 73 SNW1 SNW1 SNW1 6946 0.0143 0.35 YES 74 SNRPC SNRPC SNRPC 6963 0.0141 0.353 YES 75 SFRS3 SFRS3 SFRS3 7008 0.0136 0.355 YES 76 PUF60 PUF60 PUF60 7091 0.0128 0.354 YES 77 CWC15 CWC15 CWC15 7182 0.0121 0.352 YES 78 SF3B2 SF3B2 SF3B2 7225 0.0117 0.353 YES 79 USP39 USP39 USP39 7251 0.0114 0.355 YES 80 DDX23 DDX23 DDX23 7258 0.0113 0.358 YES 81 PHF5A PHF5A PHF5A 7289 0.011 0.359 YES 82 SF3A1 SF3A1 SF3A1 7308 0.0108 0.361 YES 83 SR140 SR140 SR140 7348 0.0104 0.362 YES 84 DDX5 DDX5 DDX5 7416 0.0097 0.361 YES 85 CRNKL1 CRNKL1 CRNKL1 7447 0.00938 0.362 YES 86 PRPF19 PRPF19 PRPF19 7672 0.00739 0.352 NO 87 HNRNPA3 HNRNPA3 HNRNPA3 7759 0.00639 0.349 NO 88 DHX8 DHX8 DHX8 7816 0.00581 0.348 NO 89 HNRNPM HNRNPM HNRNPM 8015 0.00393 0.338 NO 90 SFRS7 SFRS7 SFRS7 8073 0.0034 0.336 NO 91 LSM7 LSM7 LSM7 8081 0.00333 0.336 NO 92 ACIN1 ACIN1 ACIN1 8196 0.00231 0.331 NO 93 EFTUD2 EFTUD2 EFTUD2 8220 0.00201 0.33 NO 94 PRPF18 PRPF18 PRPF18 8279 0.00136 0.327 NO 95 LSM4 LSM4 LSM4 8387 9.97e-05 0.321 NO 96 TRA2B TRA2B TRA2B 8493 -0.000951 0.316 NO 97 SNRPA SNRPA SNRPA 8624 -0.00223 0.309 NO 98 SFRS5 SFRS5 SFRS5 8723 -0.00318 0.305 NO 99 DHX16 DHX16 DHX16 8752 -0.00348 0.304 NO 100 LSM5 LSM5 LSM5 8854 -0.00454 0.3 NO 101 MAGOHB MAGOHB MAGOHB 8910 -0.00507 0.298 NO 102 WBP11 WBP11 WBP11 8944 -0.00544 0.298 NO 103 LSM3 LSM3 LSM3 8965 -0.0057 0.298 NO 104 PRPF31 PRPF31 PRPF31 8977 -0.00583 0.299 NO 105 XAB2 XAB2 XAB2 8980 -0.00584 0.301 NO 106 PPIE PPIE PPIE 9021 -0.00623 0.3 NO 107 SFRS4 SFRS4 SFRS4 9149 -0.00749 0.296 NO 108 SFRS2B SFRS2B SFRS2B 9185 -0.00791 0.296 NO 109 PPIL1 PPIL1 PPIL1 9295 -0.00927 0.292 NO 110 CTNNBL1 CTNNBL1 CTNNBL1 9432 -0.0109 0.288 NO 111 TXNL4A TXNL4A TXNL4A 9636 -0.0131 0.281 NO 112 LSM6 LSM6 LSM6 9721 -0.0142 0.28 NO 113 PRPF40B PRPF40B PRPF40B 9806 -0.0154 0.28 NO 114 SART1 SART1 SART1 9924 -0.0168 0.278 NO 115 ZMAT2 ZMAT2 ZMAT2 9957 -0.0171 0.281 NO 116 NHP2L1 NHP2L1 NHP2L1 10180 -0.0199 0.274 NO 117 BUD31 BUD31 BUD31 10267 -0.0212 0.276 NO 118 DHX38 DHX38 DHX38 10285 -0.0215 0.281 NO 119 HSPA6 HSPA6 HSPA6 10348 -0.0223 0.284 NO 120 HSPA1L HSPA1L HSPA1L 10635 -0.0261 0.275 NO 121 CCDC12 CCDC12 CCDC12 11000 -0.031 0.264 NO 122 HSPA1B HSPA1B HSPA1B 11415 -0.0374 0.252 NO 123 SF3B5 SF3B5 SF3B5 11618 -0.0406 0.252 NO 124 HSPA1A HSPA1A HSPA1A 12864 -0.0668 0.202 NO 125 HSPA2 HSPA2 HSPA2 17779 -0.337 0.0263 NO