# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 RPL21 RPL21 RPL21 660 0.245 -0.0168 YES 2 RPS8 RPS8 RPS8 1575 0.146 -0.0557 YES 3 RPL22 RPL22 RPL22 1592 0.145 -0.045 YES 4 RPS16 RPS16 RPS16 1623 0.143 -0.0351 YES 5 RPL18 RPL18 RPL18 1633 0.143 -0.0241 YES 6 RPL11 RPL11 RPL11 1635 0.143 -0.0127 YES 7 RPL13A RPL13A RPL13A 1674 0.14 -0.00355 YES 8 RPL5 RPL5 RPL5 1705 0.138 0.00588 YES 9 DDX20 DDX20 DDX20 1783 0.134 0.0124 YES 10 RPL9 RPL9 RPL9 1806 0.132 0.0218 YES 11 EXOSC5 EXOSC5 EXOSC5 1845 0.13 0.0301 YES 12 ZFP36L1 ZFP36L1 ZFP36L1 1992 0.122 0.0318 YES 13 PABPC1 PABPC1 PABPC1 2139 0.116 0.0331 YES 14 RPSAP9 RPSAP9 RPSAP9 2160 0.115 0.0412 YES 15 RPS5 RPS5 RPS5 2199 0.113 0.0482 YES 16 RPS19 RPS19 RPS19 2204 0.113 0.0571 YES 17 RPLP0 RPLP0 RPLP0 2213 0.113 0.0657 YES 18 RPL7 RPL7 RPL7 2267 0.11 0.0716 YES 19 RPS11 RPS11 RPS11 2293 0.109 0.0789 YES 20 RPS3 RPS3 RPS3 2356 0.106 0.084 YES 21 RPL17 RPL17 RPL17 2469 0.102 0.086 YES 22 RPS10 RPS10 RPS10 2521 0.1 0.0913 YES 23 RPS2 RPS2 RPS2 2564 0.0987 0.0969 YES 24 RPL28 RPL28 RPL28 2651 0.0955 0.0998 YES 25 RPL18A RPL18A RPL18A 2663 0.0951 0.107 YES 26 RPL7A RPL7A RPL7A 2714 0.0937 0.112 YES 27 RPL30 RPL30 RPL30 2725 0.0934 0.119 YES 28 RPLP1 RPLP1 RPLP1 2760 0.092 0.124 YES 29 RPS17 RPS17 RPS17 2776 0.0917 0.131 YES 30 RPL23 RPL23 RPL23 2781 0.0916 0.138 YES 31 RPS9 RPS9 RPS9 2800 0.0909 0.144 YES 32 UPF3A UPF3A UPF3A 2846 0.0894 0.149 YES 33 NUP62 NUP62 NUP62 2853 0.0892 0.156 YES 34 RPL39 RPL39 RPL39 2873 0.0885 0.162 YES 35 RPS15A RPS15A RPS15A 2879 0.0883 0.169 YES 36 RPS3A RPS3A RPS3A 2920 0.0871 0.173 YES 37 RPS4Y1 RPS4Y1 RPS4Y1 2924 0.0871 0.18 YES 38 RPS25 RPS25 RPS25 3040 0.0839 0.181 YES 39 RPL12 RPL12 RPL12 3046 0.0837 0.187 YES 40 PRKCD PRKCD PRKCD 3066 0.0831 0.193 YES 41 RPL3 RPL3 RPL3 3183 0.0799 0.193 YES 42 RPS29 RPS29 RPS29 3189 0.0796 0.199 YES 43 RPS27 RPS27 RPS27 3246 0.0779 0.202 YES 44 RPS24 RPS24 RPS24 3248 0.0778 0.208 YES 45 RPL27 RPL27 RPL27 3255 0.0775 0.214 YES 46 UPF2 UPF2 UPF2 3309 0.0762 0.217 YES 47 RPSA RPSA RPSA 3331 0.0758 0.222 YES 48 EXOSC7 EXOSC7 EXOSC7 3339 0.0753 0.228 YES 49 ZFP36 ZFP36 ZFP36 3372 0.0746 0.232 YES 50 RPS6 RPS6 RPS6 3381 0.0744 0.238 YES 51 RPL4 RPL4 RPL4 3402 0.0738 0.242 YES 52 WDR77 WDR77 WDR77 3437 0.0729 0.246 YES 53 RPL27A RPL27A RPL27A 3440 0.0728 0.252 YES 54 PSMA5 PSMA5 PSMA5 3454 0.0724 0.257 YES 55 RPL26 RPL26 RPL26 3525 0.0707 0.259 YES 56 MAGOH MAGOH MAGOH 3526 0.0707 0.265 YES 57 RPL8 RPL8 RPL8 3575 0.0694 0.268 YES 58 RPL34 RPL34 RPL34 3580 0.0693 0.273 YES 59 RPL19 RPL19 RPL19 3592 0.069 0.278 YES 60 CNOT3 CNOT3 CNOT3 3596 0.069 0.283 YES 61 RPS14 RPS14 RPS14 3631 0.0682 0.287 YES 62 RPL32 RPL32 RPL32 3633 0.0681 0.292 YES 63 PSMB2 PSMB2 PSMB2 3663 0.0674 0.296 YES 64 FAU FAU FAU 3684 0.0671 0.301 YES 65 RPL38 RPL38 RPL38 3699 0.0668 0.305 YES 66 RPL29 RPL29 RPL29 3722 0.0665 0.309 YES 67 RPL37A RPL37A RPL37A 3725 0.0664 0.314 YES 68 EXOSC1 EXOSC1 EXOSC1 3741 0.066 0.319 YES 69 RPL35A RPL35A RPL35A 3757 0.0657 0.323 YES 70 RPLP2 RPLP2 RPLP2 3772 0.0654 0.328 YES 71 RPL10 RPL10 RPL10 3800 0.0649 0.332 YES 72 RPL15 RPL15 RPL15 3858 0.0638 0.334 YES 73 RPS23 RPS23 RPS23 3865 0.0637 0.338 YES 74 RPS18 RPS18 RPS18 3885 0.0634 0.342 YES 75 RPS15 RPS15 RPS15 3907 0.0628 0.346 YES 76 EIF4B EIF4B EIF4B 4010 0.0608 0.346 YES 77 RPS27A RPS27A RPS27A 4026 0.0605 0.35 YES 78 RPS21 RPS21 RPS21 4051 0.06 0.353 YES 79 PRMT5 PRMT5 PRMT5 4068 0.0597 0.357 YES 80 RPL6 RPL6 RPL6 4110 0.0588 0.359 YES 81 RPS13 RPS13 RPS13 4180 0.0577 0.36 YES 82 RPL13 RPL13 RPL13 4237 0.0567 0.362 YES 83 ANP32A ANP32A ANP32A 4243 0.0565 0.366 YES 84 LSM2 LSM2 LSM2 4263 0.0562 0.37 YES 85 GEMIN7 GEMIN7 GEMIN7 4307 0.0554 0.372 YES 86 RPL36 RPL36 RPL36 4337 0.0549 0.374 YES 87 EXOSC8 EXOSC8 EXOSC8 4340 0.0548 0.379 YES 88 KHSRP KHSRP KHSRP 4345 0.0548 0.383 YES 89 RPS4X RPS4X RPS4X 4348 0.0547 0.387 YES 90 RPL36A RPL36A RPL36A 4350 0.0547 0.392 YES 91 DDX6 DDX6 DDX6 4422 0.0535 0.392 YES 92 SNRPD2 SNRPD2 SNRPD2 4437 0.0534 0.395 YES 93 RPL37 RPL37 RPL37 4443 0.0532 0.399 YES 94 RPL35 RPL35 RPL35 4517 0.0521 0.4 YES 95 RPL14 RPL14 RPL14 4519 0.0521 0.404 YES 96 XRN1 XRN1 XRN1 4532 0.0519 0.407 YES 97 RPS12 RPS12 RPS12 4574 0.0513 0.409 YES 98 RPL41 RPL41 RPL41 4640 0.0502 0.41 YES 99 NUP188 NUP188 NUP188 4700 0.0492 0.41 YES 100 PATL1 PATL1 PATL1 4768 0.0483 0.41 YES 101 PSMC4 PSMC4 PSMC4 4796 0.0478 0.413 YES 102 UPF3B UPF3B UPF3B 4842 0.0469 0.414 YES 103 RPL24 RPL24 RPL24 4931 0.0457 0.413 YES 104 RPL23A RPL23A RPL23A 4989 0.0449 0.413 YES 105 RPS20 RPS20 RPS20 5060 0.044 0.413 YES 106 GEMIN4 GEMIN4 GEMIN4 5087 0.0436 0.415 YES 107 DCP1A DCP1A DCP1A 5088 0.0436 0.419 YES 108 EIF4A3 EIF4A3 EIF4A3 5162 0.0424 0.418 YES 109 LSM6 LSM6 LSM6 5195 0.042 0.419 YES 110 RPL10A RPL10A RPL10A 5285 0.0407 0.418 YES 111 EXOSC4 EXOSC4 EXOSC4 5287 0.0407 0.421 YES 112 RPS7 RPS7 RPS7 5305 0.0404 0.423 YES 113 UBA52 UBA52 UBA52 5314 0.0403 0.426 YES 114 DCP1B DCP1B DCP1B 5441 0.0384 0.422 NO 115 CLNS1A CLNS1A CLNS1A 5457 0.0382 0.425 NO 116 RBM8A RBM8A RBM8A 5484 0.0378 0.426 NO 117 RPS26 RPS26 RPS26 5648 0.0356 0.42 NO 118 RPL31 RPL31 RPL31 5743 0.0343 0.418 NO 119 CASC3 CASC3 CASC3 5856 0.0328 0.414 NO 120 PSME1 PSME1 PSME1 5879 0.0325 0.415 NO 121 HSPA1B HSPA1B HSPA1B 5937 0.0318 0.415 NO 122 SMG6 SMG6 SMG6 5946 0.0317 0.417 NO 123 XPO1 XPO1 XPO1 6049 0.0304 0.414 NO 124 NUP205 NUP205 NUP205 6071 0.0302 0.415 NO 125 NUP214 NUP214 NUP214 6113 0.0297 0.415 NO 126 PSMA7 PSMA7 PSMA7 6219 0.0286 0.412 NO 127 LSM1 LSM1 LSM1 6223 0.0286 0.414 NO 128 PSMA3 PSMA3 PSMA3 6286 0.0278 0.412 NO 129 HNRNPD HNRNPD HNRNPD 6323 0.0274 0.413 NO 130 CNOT10 CNOT10 CNOT10 6331 0.0273 0.415 NO 131 AAAS AAAS AAAS 6345 0.0272 0.416 NO 132 TPR TPR TPR 6395 0.0264 0.415 NO 133 PRKCA PRKCA PRKCA 6420 0.0262 0.416 NO 134 NUP93 NUP93 NUP93 6435 0.0261 0.417 NO 135 NCBP2 NCBP2 NCBP2 6454 0.026 0.419 NO 136 PSMA6 PSMA6 PSMA6 6603 0.0242 0.412 NO 137 NUP153 NUP153 NUP153 6607 0.0242 0.414 NO 138 POM121 POM121 POM121 6676 0.0232 0.412 NO 139 CNOT6 CNOT6 CNOT6 6679 0.0231 0.414 NO 140 NUP133 NUP133 NUP133 6798 0.0216 0.409 NO 141 GEMIN5 GEMIN5 GEMIN5 6808 0.0215 0.41 NO 142 NCBP1 NCBP1 NCBP1 6891 0.0207 0.408 NO 143 PARN PARN PARN 6937 0.0203 0.407 NO 144 SNRPG SNRPG SNRPG 6939 0.0202 0.408 NO 145 CNOT8 CNOT8 CNOT8 6944 0.0202 0.41 NO 146 SNRPF SNRPF SNRPF 6956 0.0201 0.411 NO 147 AKT1 AKT1 AKT1 7035 0.0191 0.408 NO 148 EXOSC2 EXOSC2 EXOSC2 7045 0.019 0.409 NO 149 EDC3 EDC3 EDC3 7057 0.0189 0.41 NO 150 NUP85 NUP85 NUP85 7061 0.0189 0.411 NO 151 PSME4 PSME4 PSME4 7232 0.0169 0.403 NO 152 CNOT4 CNOT4 CNOT4 7290 0.0163 0.401 NO 153 NUP54 NUP54 NUP54 7319 0.016 0.401 NO 154 SMN2 SMN2 SMN2 7354 0.0156 0.4 NO 155 EDC4 EDC4 EDC4 7370 0.0154 0.401 NO 156 SNRPD3 SNRPD3 SNRPD3 7401 0.0151 0.4 NO 157 PSMD9 PSMD9 PSMD9 7502 0.0141 0.396 NO 158 SNRPB SNRPB SNRPB 7571 0.0134 0.393 NO 159 NUP107 NUP107 NUP107 7572 0.0134 0.394 NO 160 PPP2R1A PPP2R1A PPP2R1A 7602 0.013 0.394 NO 161 EIF4A1 EIF4A1 EIF4A1 7637 0.0126 0.393 NO 162 PSMC6 PSMC6 PSMC6 7647 0.0126 0.393 NO 163 RPS28 RPS28 RPS28 7758 0.0115 0.388 NO 164 SMG1 SMG1 SMG1 7768 0.0114 0.389 NO 165 TNPO1 TNPO1 TNPO1 7806 0.011 0.388 NO 166 PSMD8 PSMD8 PSMD8 7920 0.00968 0.382 NO 167 TGS1 TGS1 TGS1 7941 0.00951 0.382 NO 168 NUP88 NUP88 NUP88 7944 0.00949 0.382 NO 169 PAIP1 PAIP1 PAIP1 8007 0.00864 0.38 NO 170 PSMB10 PSMB10 PSMB10 8074 0.00808 0.377 NO 171 CNOT7 CNOT7 CNOT7 8202 0.00666 0.37 NO 172 PSMF1 PSMF1 PSMF1 8227 0.00636 0.369 NO 173 C2orf29 C2orf29 C2orf29 8376 0.00488 0.361 NO 174 SMG5 SMG5 SMG5 8441 0.00427 0.358 NO 175 PSMB3 PSMB3 PSMB3 8444 0.00425 0.359 NO 176 PSMB4 PSMB4 PSMB4 8473 0.0038 0.357 NO 177 ELAVL1 ELAVL1 ELAVL1 8499 0.00349 0.356 NO 178 MAPK14 MAPK14 MAPK14 8501 0.00348 0.356 NO 179 LSM3 LSM3 LSM3 8518 0.00333 0.356 NO 180 RNPS1 RNPS1 RNPS1 8551 0.00308 0.354 NO 181 EIF4A2 EIF4A2 EIF4A2 8588 0.00283 0.352 NO 182 MAPKAPK2 MAPKAPK2 MAPKAPK2 8607 0.0026 0.352 NO 183 PSME2 PSME2 PSME2 8664 0.00201 0.349 NO 184 PSMB6 PSMB6 PSMB6 8673 0.00194 0.348 NO 185 PSMD4 PSMD4 PSMD4 8721 0.00147 0.346 NO 186 TNKS1BP1 TNKS1BP1 TNKS1BP1 8789 0.000949 0.342 NO 187 RANBP2 RANBP2 RANBP2 8948 -0.000764 0.334 NO 188 PSMD2 PSMD2 PSMD2 9012 -0.00148 0.33 NO 189 GSPT2 GSPT2 GSPT2 9025 -0.00162 0.33 NO 190 SNRPE SNRPE SNRPE 9026 -0.00164 0.33 NO 191 LSM5 LSM5 LSM5 9117 -0.00251 0.325 NO 192 PSMD3 PSMD3 PSMD3 9119 -0.00252 0.325 NO 193 RQCD1 RQCD1 RQCD1 9148 -0.00279 0.324 NO 194 PSMD10 PSMD10 PSMD10 9186 -0.0032 0.322 NO 195 PSMC1 PSMC1 PSMC1 9216 -0.0034 0.321 NO 196 CNOT2 CNOT2 CNOT2 9222 -0.00347 0.321 NO 197 PSMD11 PSMD11 PSMD11 9254 -0.00378 0.319 NO 198 PSMD5 PSMD5 PSMD5 9341 -0.00466 0.315 NO 199 PSMA4 PSMA4 PSMA4 9352 -0.0048 0.315 NO 200 PSMA2 PSMA2 PSMA2 9359 -0.00489 0.315 NO 201 EXOSC3 EXOSC3 EXOSC3 9398 -0.00527 0.313 NO 202 PSMB5 PSMB5 PSMB5 9400 -0.0053 0.314 NO 203 EIF4G1 EIF4G1 EIF4G1 9418 -0.00556 0.313 NO 204 RAE1 RAE1 RAE1 9467 -0.0062 0.311 NO 205 PSMD6 PSMD6 PSMD6 9473 -0.0063 0.311 NO 206 PSMC2 PSMC2 PSMC2 9486 -0.00645 0.311 NO 207 PPP2R2A PPP2R2A PPP2R2A 9525 -0.00702 0.31 NO 208 PSMA1 PSMA1 PSMA1 9664 -0.00848 0.303 NO 209 NUP50 NUP50 NUP50 9682 -0.00864 0.302 NO 210 NUP155 NUP155 NUP155 9708 -0.00892 0.302 NO 211 ETF1 ETF1 ETF1 9712 -0.00894 0.302 NO 212 PSMB7 PSMB7 PSMB7 9744 -0.00934 0.301 NO 213 PSMC3 PSMC3 PSMC3 9767 -0.00958 0.301 NO 214 SMG7 SMG7 SMG7 9902 -0.0111 0.294 NO 215 PSMC5 PSMC5 PSMC5 10123 -0.0138 0.283 NO 216 NUP43 NUP43 NUP43 10160 -0.0142 0.282 NO 217 NUPL2 NUPL2 NUPL2 10356 -0.0167 0.273 NO 218 NUP37 NUP37 NUP37 10401 -0.0172 0.272 NO 219 PHAX PHAX PHAX 10429 -0.0176 0.272 NO 220 DCP2 DCP2 DCP2 10555 -0.0191 0.266 NO 221 PSMD13 PSMD13 PSMD13 10742 -0.0216 0.258 NO 222 TNFSF13 TNFSF13 TNFSF13 10818 -0.0226 0.255 NO 223 PSMB8 PSMB8 PSMB8 10852 -0.0231 0.256 NO 224 PPP2CA PPP2CA PPP2CA 10894 -0.0236 0.255 NO 225 PSMD7 PSMD7 PSMD7 10920 -0.024 0.256 NO 226 GEMIN6 GEMIN6 GEMIN6 10921 -0.024 0.258 NO 227 NUP35 NUP35 NUP35 10935 -0.0242 0.259 NO 228 PSMB1 PSMB1 PSMB1 10965 -0.0246 0.259 NO 229 SMN1 SMN1 SMN1 10966 -0.0246 0.261 NO 230 NUPL1 NUPL1 NUPL1 11041 -0.0256 0.259 NO 231 RPL26L1 RPL26L1 RPL26L1 11124 -0.0269 0.257 NO 232 SNRPD1 SNRPD1 SNRPD1 11146 -0.0273 0.258 NO 233 HSPA8 HSPA8 HSPA8 11187 -0.0279 0.258 NO 234 DIS3 DIS3 DIS3 11311 -0.0295 0.253 NO 235 EIF4E EIF4E EIF4E 11322 -0.0297 0.255 NO 236 PSMB9 PSMB9 PSMB9 11501 -0.0321 0.248 NO 237 DCPS DCPS DCPS 11958 -0.0398 0.226 NO 238 EXOSC9 EXOSC9 EXOSC9 11997 -0.0404 0.227 NO 239 PSMD1 PSMD1 PSMD1 12024 -0.0409 0.229 NO 240 PSMD12 PSMD12 PSMD12 12049 -0.0413 0.231 NO 241 SEH1L SEH1L SEH1L 12163 -0.0432 0.228 NO 242 EXOSC6 EXOSC6 EXOSC6 12231 -0.0445 0.228 NO 243 YWHAZ YWHAZ YWHAZ 12397 -0.0481 0.223 NO 244 SNUPN SNUPN SNUPN 12426 -0.0489 0.225 NO 245 LSM4 LSM4 LSM4 12430 -0.049 0.229 NO 246 PSMD14 PSMD14 PSMD14 12851 -0.0586 0.21 NO 247 YWHAB YWHAB YWHAB 12949 -0.0612 0.21 NO 248 PSMA8 PSMA8 PSMA8 14627 -0.123 0.127 NO 249 HSPB1 HSPB1 HSPB1 15226 -0.154 0.106 NO 250 MAPK11 MAPK11 MAPK11 15619 -0.18 0.099 NO 251 NUP210 NUP210 NUP210 15691 -0.185 0.11 NO 252 FAM153A FAM153A FAM153A 17676 -0.438 0.0354 NO