# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 HSPA1L HSPA1L HSPA1L 1776 0.138 -0.0615 YES 2 SNRPA SNRPA SNRPA 2878 0.085 -0.0997 YES 3 CTNNBL1 CTNNBL1 CTNNBL1 3551 0.0673 -0.119 YES 4 PUF60 PUF60 PUF60 3602 0.0661 -0.103 YES 5 U2AF1 U2AF1 U2AF1 3636 0.0651 -0.0873 YES 6 CCDC12 CCDC12 CCDC12 3668 0.0644 -0.0712 YES 7 HNRNPA1 HNRNPA1 HNRNPA1 3752 0.0626 -0.0586 YES 8 SF3A2 SF3A2 SF3A2 3832 0.0609 -0.0462 YES 9 THOC1 THOC1 THOC1 3910 0.0591 -0.0342 YES 10 SFRS5 SFRS5 SFRS5 3960 0.0581 -0.021 YES 11 PRPF40B PRPF40B PRPF40B 4008 0.0569 -0.00787 YES 12 HNRNPA1L2 HNRNPA1L2 HNRNPA1L2 4038 0.0563 0.00604 YES 13 XAB2 XAB2 XAB2 4084 0.0553 0.0188 YES 14 LSM7 LSM7 LSM7 4223 0.0524 0.0255 YES 15 RBMX RBMX RBMX 4344 0.0501 0.0326 YES 16 PRPF6 PRPF6 PRPF6 4455 0.0483 0.0398 YES 17 RBM22 RBM22 RBM22 4542 0.0469 0.0479 YES 18 MAGOH MAGOH MAGOH 4601 0.0459 0.0573 YES 19 SNRNP70 SNRNP70 SNRNP70 4614 0.0457 0.0692 YES 20 SNRPF SNRPF SNRPF 4615 0.0456 0.0818 YES 21 SYF2 SYF2 SYF2 4686 0.0445 0.0902 YES 22 PRPF38A PRPF38A PRPF38A 4859 0.0418 0.0921 YES 23 SFRS2B SFRS2B SFRS2B 4948 0.0405 0.0983 YES 24 PQBP1 PQBP1 PQBP1 4976 0.0403 0.108 YES 25 SNRPD1 SNRPD1 SNRPD1 4981 0.0402 0.119 YES 26 RBM17 RBM17 RBM17 5046 0.0394 0.126 YES 27 SNRPE SNRPE SNRPE 5097 0.0388 0.134 YES 28 SFRS6 SFRS6 SFRS6 5193 0.0374 0.139 YES 29 SART1 SART1 SART1 5196 0.0374 0.149 YES 30 PRPF3 PRPF3 PRPF3 5468 0.0342 0.143 YES 31 BAT1 BAT1 BAT1 5497 0.0338 0.151 YES 32 SF3A1 SF3A1 SF3A1 5516 0.0336 0.159 YES 33 PPIE PPIE PPIE 5523 0.0335 0.168 YES 34 SF3A3 SF3A3 SF3A3 5625 0.0324 0.172 YES 35 LSM6 LSM6 LSM6 5661 0.032 0.179 YES 36 TRA2B TRA2B TRA2B 5712 0.0314 0.184 YES 37 SFRS7 SFRS7 SFRS7 5729 0.0311 0.192 YES 38 PRPF31 PRPF31 PRPF31 5877 0.0295 0.192 YES 39 CHERP CHERP CHERP 6032 0.0279 0.191 YES 40 U2AF2 U2AF2 U2AF2 6042 0.0278 0.198 YES 41 SF3B2 SF3B2 SF3B2 6049 0.0277 0.206 YES 42 ACIN1 ACIN1 ACIN1 6062 0.0276 0.212 YES 43 TRA2A TRA2A TRA2A 6086 0.0273 0.219 YES 44 SNRPD2 SNRPD2 SNRPD2 6171 0.0264 0.221 YES 45 DDX42 DDX42 DDX42 6183 0.0263 0.228 YES 46 ISY1 ISY1 ISY1 6224 0.0259 0.233 YES 47 SF3B14 SF3B14 SF3B14 6228 0.0258 0.24 YES 48 THOC2 THOC2 THOC2 6334 0.0247 0.241 YES 49 SFRS3 SFRS3 SFRS3 6361 0.0244 0.246 YES 50 LSM2 LSM2 LSM2 6400 0.024 0.25 YES 51 SFRS4 SFRS4 SFRS4 6423 0.0238 0.256 YES 52 LSM4 LSM4 LSM4 6508 0.0229 0.257 YES 53 SFRS2 SFRS2 SFRS2 6509 0.0228 0.264 YES 54 SLU7 SLU7 SLU7 6541 0.0225 0.268 YES 55 TCERG1 TCERG1 TCERG1 6617 0.0218 0.27 YES 56 SF3B1 SF3B1 SF3B1 6671 0.0214 0.273 YES 57 HNRNPC HNRNPC HNRNPC 6726 0.0207 0.276 YES 58 SFRS13A SFRS13A SFRS13A 6789 0.02 0.278 YES 59 RBM8A RBM8A RBM8A 6918 0.0187 0.276 YES 60 CDC5L CDC5L CDC5L 6931 0.0186 0.28 YES 61 SF3B4 SF3B4 SF3B4 6940 0.0184 0.285 YES 62 DDX5 DDX5 DDX5 6948 0.0183 0.289 YES 63 USP39 USP39 USP39 6950 0.0183 0.294 YES 64 SNRPD3 SNRPD3 SNRPD3 6961 0.0182 0.299 YES 65 SNRPA1 SNRPA1 SNRPA1 6967 0.0181 0.304 YES 66 SFRS1 SFRS1 SFRS1 6968 0.0181 0.309 YES 67 SR140 SR140 SR140 7017 0.0178 0.311 YES 68 SNRNP200 SNRNP200 SNRNP200 7078 0.0173 0.312 YES 69 CWC15 CWC15 CWC15 7222 0.0159 0.309 YES 70 BUD31 BUD31 BUD31 7224 0.0159 0.313 YES 71 NHP2L1 NHP2L1 NHP2L1 7331 0.0149 0.311 YES 72 SNRPG SNRPG SNRPG 7489 0.0133 0.306 YES 73 EIF4A3 EIF4A3 EIF4A3 7550 0.0127 0.306 YES 74 RBM25 RBM25 RBM25 7613 0.0121 0.306 YES 75 SNRPB2 SNRPB2 SNRPB2 7625 0.012 0.309 YES 76 HNRNPA3 HNRNPA3 HNRNPA3 7653 0.0117 0.31 YES 77 SNRPB SNRPB SNRPB 7701 0.0112 0.311 YES 78 SFRS9 SFRS9 SFRS9 7704 0.0112 0.314 YES 79 PRPF4 PRPF4 PRPF4 7715 0.0111 0.316 YES 80 HNRNPM HNRNPM HNRNPM 7733 0.011 0.318 YES 81 HNRNPU HNRNPU HNRNPU 7951 0.00925 0.309 NO 82 HSPA1B HSPA1B HSPA1B 7997 0.00872 0.309 NO 83 PRPF19 PRPF19 PRPF19 8033 0.00839 0.309 NO 84 LSM5 LSM5 LSM5 8038 0.00835 0.311 NO 85 HNRNPK HNRNPK HNRNPK 8104 0.00777 0.31 NO 86 LSM3 LSM3 LSM3 8107 0.00772 0.312 NO 87 ZMAT2 ZMAT2 ZMAT2 8143 0.00739 0.312 NO 88 PLRG1 PLRG1 PLRG1 8221 0.0068 0.309 NO 89 SNRNP40 SNRNP40 SNRNP40 8222 0.00679 0.311 NO 90 DDX23 DDX23 DDX23 8292 0.00613 0.309 NO 91 THOC4 THOC4 THOC4 8312 0.00597 0.309 NO 92 DHX38 DHX38 DHX38 8313 0.00596 0.311 NO 93 SF3B3 SF3B3 SF3B3 8561 0.00344 0.298 NO 94 DHX16 DHX16 DHX16 8566 0.00343 0.299 NO 95 PRPF8 PRPF8 PRPF8 8672 0.00269 0.294 NO 96 SNRPC SNRPC SNRPC 8676 0.00266 0.294 NO 97 CRNKL1 CRNKL1 CRNKL1 8876 0.000668 0.283 NO 98 PPIH PPIH PPIH 9054 -0.000894 0.274 NO 99 DHX15 DHX15 DHX15 9582 -0.00569 0.246 NO 100 EFTUD2 EFTUD2 EFTUD2 9686 -0.00665 0.242 NO 101 CDC40 CDC40 CDC40 9851 -0.00801 0.235 NO 102 PRPF38B PRPF38B PRPF38B 9970 -0.00911 0.231 NO 103 PCBP1 PCBP1 PCBP1 10305 -0.0123 0.215 NO 104 SF3B5 SF3B5 SF3B5 10391 -0.0132 0.214 NO 105 PPIL1 PPIL1 PPIL1 10511 -0.0144 0.212 NO 106 SNW1 SNW1 SNW1 10590 -0.0152 0.211 NO 107 SMNDC1 SMNDC1 SMNDC1 10751 -0.0168 0.207 NO 108 WBP11 WBP11 WBP11 10758 -0.0168 0.211 NO 109 MAGOHB MAGOHB MAGOHB 11018 -0.0197 0.202 NO 110 TXNL4A TXNL4A TXNL4A 11181 -0.0215 0.199 NO 111 PRPF40A PRPF40A PRPF40A 11305 -0.0229 0.199 NO 112 PHF5A PHF5A PHF5A 11379 -0.0236 0.201 NO 113 AQR AQR AQR 11627 -0.0264 0.194 NO 114 BCAS2 BCAS2 BCAS2 11697 -0.0272 0.198 NO 115 DHX8 DHX8 DHX8 11831 -0.0287 0.199 NO 116 DDX46 DDX46 DDX46 12026 -0.0311 0.196 NO 117 HSPA2 HSPA2 HSPA2 12094 -0.0319 0.201 NO 118 NAA38 NAA38 NAA38 12457 -0.0367 0.191 NO 119 NCBP1 NCBP1 NCBP1 12615 -0.0387 0.193 NO 120 HSPA1A HSPA1A HSPA1A 12803 -0.0414 0.194 NO 121 HSPA8 HSPA8 HSPA8 12879 -0.0424 0.201 NO 122 PRPF18 PRPF18 PRPF18 13139 -0.0466 0.2 NO 123 THOC3 THOC3 THOC3 14704 -0.0801 0.134 NO 124 HSPA6 HSPA6 HSPA6 14799 -0.0832 0.152 NO 125 SNRNP27 SNRNP27 SNRNP27 15122 -0.0933 0.16 NO