# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 RPL36A RPL36A RPL36A 1164 0.377 -0.0465 YES 2 MAGOH MAGOH MAGOH 1272 0.354 -0.0377 YES 3 RPL3L RPL3L RPL3L 1613 0.302 -0.0435 YES 4 TGS1 TGS1 TGS1 1780 0.279 -0.0409 YES 5 PSMB2 PSMB2 PSMB2 1782 0.278 -0.0296 YES 6 PSMD11 PSMD11 PSMD11 1865 0.267 -0.0231 YES 7 NUP54 NUP54 NUP54 1877 0.266 -0.0128 YES 8 PSMB6 PSMB6 PSMB6 1976 0.258 -0.00752 YES 9 RPL21 RPL21 RPL21 2102 0.244 -0.00423 YES 10 PSMD10 PSMD10 PSMD10 2184 0.238 0.00116 YES 11 PSMA5 PSMA5 PSMA5 2209 0.236 0.00951 YES 12 RPL26L1 RPL26L1 RPL26L1 2249 0.232 0.0169 YES 13 NUP205 NUP205 NUP205 2411 0.219 0.0172 YES 14 SNRPF SNRPF SNRPF 2450 0.216 0.024 YES 15 RPL39 RPL39 RPL39 2483 0.214 0.0311 YES 16 EXOSC3 EXOSC3 EXOSC3 2522 0.211 0.0377 YES 17 SEH1L SEH1L SEH1L 2546 0.209 0.045 YES 18 PSMB3 PSMB3 PSMB3 2556 0.209 0.053 YES 19 GEMIN7 GEMIN7 GEMIN7 2608 0.205 0.0587 YES 20 PSMC4 PSMC4 PSMC4 2609 0.205 0.067 YES 21 PSMD12 PSMD12 PSMD12 2627 0.204 0.0744 YES 22 UPF3B UPF3B UPF3B 2631 0.203 0.0826 YES 23 NUP37 NUP37 NUP37 2656 0.202 0.0895 YES 24 PHAX PHAX PHAX 2679 0.2 0.0965 YES 25 HSPB1 HSPB1 HSPB1 2748 0.195 0.101 YES 26 PSMA7 PSMA7 PSMA7 2758 0.195 0.108 YES 27 C2orf29 C2orf29 C2orf29 2849 0.189 0.111 YES 28 WDR77 WDR77 WDR77 2931 0.184 0.114 YES 29 SMN2 SMN2 SMN2 2959 0.183 0.12 YES 30 NUP43 NUP43 NUP43 2967 0.182 0.128 YES 31 PSMA2 PSMA2 PSMA2 3005 0.18 0.133 YES 32 EXOSC2 EXOSC2 EXOSC2 3036 0.178 0.139 YES 33 RPL24 RPL24 RPL24 3051 0.177 0.145 YES 34 NUP88 NUP88 NUP88 3053 0.177 0.152 YES 35 PSMD3 PSMD3 PSMD3 3098 0.175 0.157 YES 36 EXOSC4 EXOSC4 EXOSC4 3150 0.172 0.161 YES 37 PSMA1 PSMA1 PSMA1 3170 0.171 0.167 YES 38 GSPT2 GSPT2 GSPT2 3184 0.17 0.174 YES 39 NUP85 NUP85 NUP85 3210 0.169 0.179 YES 40 EIF4E EIF4E EIF4E 3279 0.167 0.182 YES 41 LSM3 LSM3 LSM3 3324 0.165 0.187 YES 42 SNRPD1 SNRPD1 SNRPD1 3356 0.163 0.192 YES 43 PSMD7 PSMD7 PSMD7 3368 0.163 0.198 YES 44 ETF1 ETF1 ETF1 3413 0.161 0.202 YES 45 EXOSC8 EXOSC8 EXOSC8 3434 0.16 0.207 YES 46 EXOSC7 EXOSC7 EXOSC7 3446 0.16 0.213 YES 47 GEMIN4 GEMIN4 GEMIN4 3463 0.159 0.219 YES 48 EXOSC9 EXOSC9 EXOSC9 3533 0.155 0.222 YES 49 CLNS1A CLNS1A CLNS1A 3543 0.155 0.228 YES 50 GEMIN6 GEMIN6 GEMIN6 3581 0.153 0.232 YES 51 SNRPG SNRPG SNRPG 3699 0.148 0.232 YES 52 PSMB5 PSMB5 PSMB5 3705 0.147 0.237 YES 53 PSMC2 PSMC2 PSMC2 3716 0.147 0.243 YES 54 PSME4 PSME4 PSME4 3749 0.145 0.247 YES 55 PATL1 PATL1 PATL1 3802 0.143 0.25 YES 56 EIF4A3 EIF4A3 EIF4A3 3812 0.143 0.255 YES 57 RBM8A RBM8A RBM8A 3851 0.141 0.259 YES 58 EIF4A1 EIF4A1 EIF4A1 3864 0.14 0.264 YES 59 NUP155 NUP155 NUP155 3886 0.14 0.269 YES 60 POM121 POM121 POM121 3971 0.136 0.27 YES 61 GEMIN5 GEMIN5 GEMIN5 3995 0.136 0.274 YES 62 PSMC1 PSMC1 PSMC1 4002 0.135 0.279 YES 63 LSM6 LSM6 LSM6 4014 0.135 0.284 YES 64 MAPKAPK2 MAPKAPK2 MAPKAPK2 4018 0.134 0.29 YES 65 RPS26 RPS26 RPS26 4024 0.134 0.295 YES 66 HNRNPD HNRNPD HNRNPD 4070 0.133 0.298 YES 67 RPL8 RPL8 RPL8 4151 0.13 0.299 YES 68 PSMB7 PSMB7 PSMB7 4212 0.127 0.301 YES 69 PSMA6 PSMA6 PSMA6 4218 0.127 0.306 YES 70 KHSRP KHSRP KHSRP 4269 0.125 0.308 YES 71 EIF4G1 EIF4G1 EIF4G1 4295 0.124 0.312 YES 72 RPL23A RPL23A RPL23A 4322 0.123 0.316 YES 73 PSMD6 PSMD6 PSMD6 4328 0.123 0.32 YES 74 EDC4 EDC4 EDC4 4360 0.122 0.324 YES 75 EXOSC1 EXOSC1 EXOSC1 4366 0.121 0.328 YES 76 SNRPD3 SNRPD3 SNRPD3 4387 0.12 0.332 YES 77 HSPA8 HSPA8 HSPA8 4395 0.12 0.337 YES 78 PSMA3 PSMA3 PSMA3 4434 0.118 0.339 YES 79 PARN PARN PARN 4463 0.118 0.343 YES 80 HSPA1B HSPA1B HSPA1B 4531 0.115 0.344 YES 81 PSMC5 PSMC5 PSMC5 4546 0.114 0.348 YES 82 PSMC3 PSMC3 PSMC3 4554 0.114 0.352 YES 83 NCBP2 NCBP2 NCBP2 4564 0.114 0.356 YES 84 PSMD5 PSMD5 PSMD5 4600 0.112 0.359 YES 85 PSMB1 PSMB1 PSMB1 4612 0.112 0.363 YES 86 PSMB4 PSMB4 PSMB4 4675 0.109 0.364 YES 87 RPS27A RPS27A RPS27A 4686 0.109 0.368 YES 88 PSMD2 PSMD2 PSMD2 4743 0.107 0.369 YES 89 RPL10 RPL10 RPL10 4758 0.106 0.373 YES 90 SMG5 SMG5 SMG5 4763 0.106 0.377 YES 91 RPL23 RPL23 RPL23 4867 0.102 0.376 YES 92 RPL12 RPL12 RPL12 4909 0.101 0.378 YES 93 CNOT8 CNOT8 CNOT8 4920 0.1 0.381 YES 94 PSMD14 PSMD14 PSMD14 4935 0.0996 0.385 YES 95 DCPS DCPS DCPS 4940 0.0993 0.388 YES 96 NUP35 NUP35 NUP35 4968 0.0983 0.391 YES 97 PSMA4 PSMA4 PSMA4 4995 0.0976 0.394 YES 98 NUP153 NUP153 NUP153 5027 0.0964 0.396 YES 99 SNRPB SNRPB SNRPB 5034 0.0959 0.399 YES 100 DDX20 DDX20 DDX20 5095 0.094 0.4 YES 101 RPL26 RPL26 RPL26 5114 0.0935 0.403 YES 102 PPP2R2A PPP2R2A PPP2R2A 5145 0.0923 0.405 YES 103 SMN1 SMN1 SMN1 5179 0.0912 0.407 YES 104 PPP2CA PPP2CA PPP2CA 5184 0.091 0.411 YES 105 PRMT5 PRMT5 PRMT5 5196 0.0907 0.414 YES 106 RPL27 RPL27 RPL27 5296 0.0874 0.412 YES 107 RPL19 RPL19 RPL19 5466 0.0823 0.406 YES 108 YWHAZ YWHAZ YWHAZ 5472 0.0821 0.409 YES 109 DCP1A DCP1A DCP1A 5526 0.0806 0.41 YES 110 FAU FAU FAU 5548 0.0799 0.412 YES 111 PSMD13 PSMD13 PSMD13 5549 0.0799 0.415 YES 112 CNOT6 CNOT6 CNOT6 5550 0.0798 0.419 YES 113 TNPO1 TNPO1 TNPO1 5566 0.0792 0.421 YES 114 RPL18A RPL18A RPL18A 5571 0.0789 0.424 YES 115 ZFP36L1 ZFP36L1 ZFP36L1 5578 0.0787 0.427 YES 116 RPS8 RPS8 RPS8 5595 0.0783 0.429 YES 117 RPL17 RPL17 RPL17 5610 0.0778 0.432 YES 118 LSM2 LSM2 LSM2 5663 0.0765 0.432 YES 119 PSMD4 PSMD4 PSMD4 5666 0.0764 0.435 YES 120 RPL14 RPL14 RPL14 5694 0.0755 0.437 YES 121 RPS3 RPS3 RPS3 5695 0.0754 0.44 YES 122 RPL11 RPL11 RPL11 5726 0.0744 0.441 YES 123 RQCD1 RQCD1 RQCD1 5740 0.0741 0.444 YES 124 RPLP2 RPLP2 RPLP2 5746 0.074 0.446 YES 125 RPS2 RPS2 RPS2 5831 0.0717 0.445 YES 126 NUP50 NUP50 NUP50 5871 0.0708 0.446 YES 127 RPS13 RPS13 RPS13 5919 0.0696 0.446 YES 128 NUP107 NUP107 NUP107 5927 0.0695 0.448 YES 129 PSMD1 PSMD1 PSMD1 5970 0.0677 0.449 YES 130 RPL27A RPL27A RPL27A 5971 0.0677 0.452 YES 131 RPL7 RPL7 RPL7 5973 0.0676 0.454 YES 132 RPS4Y1 RPS4Y1 RPS4Y1 6081 0.0648 0.451 YES 133 RPS25 RPS25 RPS25 6109 0.0641 0.452 YES 134 NCBP1 NCBP1 NCBP1 6118 0.0639 0.455 YES 135 RPS14 RPS14 RPS14 6145 0.063 0.456 YES 136 RPS21 RPS21 RPS21 6147 0.0629 0.458 YES 137 NUP93 NUP93 NUP93 6160 0.0626 0.46 YES 138 PSMC6 PSMC6 PSMC6 6175 0.0622 0.462 YES 139 RPL38 RPL38 RPL38 6222 0.0608 0.462 YES 140 RPS24 RPS24 RPS24 6265 0.0599 0.462 YES 141 LSM5 LSM5 LSM5 6267 0.0598 0.465 YES 142 RPL35A RPL35A RPL35A 6478 0.0537 0.456 YES 143 SNRPE SNRPE SNRPE 6487 0.0536 0.457 YES 144 RAE1 RAE1 RAE1 6489 0.0535 0.46 YES 145 RNPS1 RNPS1 RNPS1 6512 0.053 0.461 YES 146 RPL10A RPL10A RPL10A 6534 0.0522 0.462 YES 147 RPS9 RPS9 RPS9 6562 0.0517 0.462 YES 148 RPS10 RPS10 RPS10 6564 0.0516 0.464 YES 149 LSM4 LSM4 LSM4 6597 0.0506 0.465 YES 150 XPO1 XPO1 XPO1 6692 0.048 0.462 YES 151 SNRPD2 SNRPD2 SNRPD2 6695 0.0479 0.463 YES 152 RPL41 RPL41 RPL41 6730 0.0472 0.464 YES 153 UBA52 UBA52 UBA52 6757 0.0466 0.464 YES 154 RPS12 RPS12 RPS12 6761 0.0464 0.466 YES 155 PABPC1 PABPC1 PABPC1 6776 0.046 0.467 YES 156 RPL30 RPL30 RPL30 6873 0.0431 0.464 YES 157 RPS18 RPS18 RPS18 6917 0.0419 0.463 YES 158 EIF4B EIF4B EIF4B 6921 0.0418 0.465 YES 159 RPS27 RPS27 RPS27 6924 0.0417 0.466 YES 160 RPL13 RPL13 RPL13 6937 0.0413 0.467 YES 161 RPL37 RPL37 RPL37 6958 0.0408 0.468 YES 162 RPL31 RPL31 RPL31 6960 0.0407 0.469 YES 163 CNOT3 CNOT3 CNOT3 6969 0.0406 0.471 YES 164 LSM1 LSM1 LSM1 6984 0.0403 0.472 YES 165 RPLP0 RPLP0 RPLP0 7175 0.0356 0.463 NO 166 AAAS AAAS AAAS 7179 0.0355 0.464 NO 167 PSMD8 PSMD8 PSMD8 7181 0.0354 0.466 NO 168 NUPL2 NUPL2 NUPL2 7219 0.0343 0.465 NO 169 PRKCA PRKCA PRKCA 7253 0.0334 0.465 NO 170 RPL22 RPL22 RPL22 7255 0.0334 0.466 NO 171 RPSA RPSA RPSA 7270 0.0329 0.467 NO 172 RPL3 RPL3 RPL3 7289 0.0324 0.467 NO 173 PPP2R1A PPP2R1A PPP2R1A 7361 0.0306 0.464 NO 174 RPS17 RPS17 RPS17 7371 0.0304 0.465 NO 175 RPS23 RPS23 RPS23 7392 0.0298 0.465 NO 176 RPS7 RPS7 RPS7 7454 0.0279 0.463 NO 177 NUP210 NUP210 NUP210 7456 0.0278 0.464 NO 178 RPL6 RPL6 RPL6 7458 0.0278 0.465 NO 179 DCP1B DCP1B DCP1B 7508 0.0266 0.464 NO 180 RPS15A RPS15A RPS15A 7519 0.0263 0.464 NO 181 NUP133 NUP133 NUP133 7555 0.0254 0.464 NO 182 RPSAP9 RPSAP9 RPSAP9 7587 0.0246 0.463 NO 183 TNKS1BP1 TNKS1BP1 TNKS1BP1 7628 0.0237 0.462 NO 184 RPL9 RPL9 RPL9 7674 0.0226 0.46 NO 185 RPS15 RPS15 RPS15 7680 0.0225 0.461 NO 186 CNOT10 CNOT10 CNOT10 7779 0.0205 0.457 NO 187 RPL5 RPL5 RPL5 7814 0.0194 0.456 NO 188 RPL35 RPL35 RPL35 7877 0.0178 0.453 NO 189 DIS3 DIS3 DIS3 7904 0.017 0.452 NO 190 RPS20 RPS20 RPS20 7971 0.0154 0.449 NO 191 NUPL1 NUPL1 NUPL1 7990 0.0148 0.449 NO 192 RPS16 RPS16 RPS16 8091 0.0125 0.444 NO 193 PSMD9 PSMD9 PSMD9 8104 0.0121 0.444 NO 194 RANBP2 RANBP2 RANBP2 8139 0.0112 0.443 NO 195 EXOSC5 EXOSC5 EXOSC5 8174 0.0101 0.441 NO 196 RPS6 RPS6 RPS6 8189 0.00979 0.441 NO 197 RPL36 RPL36 RPL36 8289 0.00751 0.436 NO 198 RPS11 RPS11 RPS11 8302 0.00722 0.436 NO 199 RPL37A RPL37A RPL37A 8324 0.00673 0.435 NO 200 RPS29 RPS29 RPS29 8353 0.00593 0.434 NO 201 RPS3A RPS3A RPS3A 8355 0.00589 0.434 NO 202 RPL32 RPL32 RPL32 8474 0.00282 0.428 NO 203 SNUPN SNUPN SNUPN 8483 0.0026 0.427 NO 204 EXOSC6 EXOSC6 EXOSC6 8540 0.000971 0.424 NO 205 NUP188 NUP188 NUP188 8595 -0.000436 0.421 NO 206 ELAVL1 ELAVL1 ELAVL1 8610 -0.000826 0.421 NO 207 RPS5 RPS5 RPS5 8614 -0.000907 0.421 NO 208 PRKCD PRKCD PRKCD 8793 -0.00536 0.411 NO 209 RPS19 RPS19 RPS19 8799 -0.0055 0.411 NO 210 RPLP1 RPLP1 RPLP1 8913 -0.00839 0.406 NO 211 YWHAB YWHAB YWHAB 8973 -0.00961 0.403 NO 212 RPL13A RPL13A RPL13A 8974 -0.00966 0.403 NO 213 RPL4 RPL4 RPL4 8994 -0.0101 0.403 NO 214 RPL7A RPL7A RPL7A 9015 -0.0107 0.402 NO 215 PAIP1 PAIP1 PAIP1 9138 -0.014 0.396 NO 216 PSME2 PSME2 PSME2 9219 -0.0164 0.393 NO 217 RPL15 RPL15 RPL15 9230 -0.0166 0.393 NO 218 RPL29 RPL29 RPL29 9251 -0.0171 0.392 NO 219 NUP62 NUP62 NUP62 9419 -0.0219 0.384 NO 220 CASC3 CASC3 CASC3 9455 -0.0228 0.383 NO 221 RPL18 RPL18 RPL18 9497 -0.024 0.382 NO 222 RPS4X RPS4X RPS4X 9501 -0.0241 0.383 NO 223 MAPK14 MAPK14 MAPK14 9605 -0.027 0.379 NO 224 CNOT7 CNOT7 CNOT7 9751 -0.0308 0.372 NO 225 EDC3 EDC3 EDC3 9881 -0.034 0.367 NO 226 RPL34 RPL34 RPL34 9986 -0.0366 0.363 NO 227 DCP2 DCP2 DCP2 9993 -0.0368 0.364 NO 228 SMG1 SMG1 SMG1 10109 -0.0399 0.359 NO 229 NUP214 NUP214 NUP214 10148 -0.0408 0.359 NO 230 CNOT2 CNOT2 CNOT2 10258 -0.0439 0.355 NO 231 UPF2 UPF2 UPF2 10759 -0.0585 0.331 NO 232 TPR TPR TPR 10900 -0.0633 0.326 NO 233 AKT1 AKT1 AKT1 10949 -0.0646 0.326 NO 234 PSME1 PSME1 PSME1 11030 -0.0669 0.325 NO 235 RPL28 RPL28 RPL28 11113 -0.0695 0.323 NO 236 ANP32A ANP32A ANP32A 11134 -0.07 0.325 NO 237 PSMF1 PSMF1 PSMF1 11150 -0.0706 0.327 NO 238 SMG7 SMG7 SMG7 11188 -0.0717 0.328 NO 239 SMG6 SMG6 SMG6 11245 -0.0733 0.328 NO 240 CNOT4 CNOT4 CNOT4 11545 -0.0834 0.315 NO 241 RPS28 RPS28 RPS28 11553 -0.0836 0.318 NO 242 EIF4A2 EIF4A2 EIF4A2 11657 -0.0866 0.316 NO 243 UPF3A UPF3A UPF3A 11915 -0.0951 0.307 NO 244 PSMB10 PSMB10 PSMB10 12004 -0.0977 0.306 NO 245 PSMB8 PSMB8 PSMB8 12633 -0.119 0.277 NO 246 ZFP36 ZFP36 ZFP36 12811 -0.124 0.273 NO 247 TNFSF13 TNFSF13 TNFSF13 12967 -0.131 0.27 NO 248 DDX6 DDX6 DDX6 13041 -0.134 0.272 NO 249 PSMB9 PSMB9 PSMB9 13665 -0.157 0.245 NO 250 PSMA8 PSMA8 PSMA8 15143 -0.225 0.176 NO 251 MAPK11 MAPK11 MAPK11 15258 -0.231 0.179 NO 252 XRN1 XRN1 XRN1 15464 -0.243 0.178 NO 253 FAM153A FAM153A FAM153A 16535 -0.314 0.134 NO