# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 RPL36A RPL36A RPL36A 919 0.182 -0.0369 YES 2 RPS27 RPS27 RPS27 1011 0.174 -0.028 YES 3 RPL7 RPL7 RPL7 1214 0.157 -0.0266 YES 4 DCP2 DCP2 DCP2 1362 0.148 -0.0229 YES 5 PRKCA PRKCA PRKCA 1378 0.147 -0.0119 YES 6 SNRPE SNRPE SNRPE 1385 0.147 -0.000365 YES 7 RPL21 RPL21 RPL21 1606 0.134 -0.00188 YES 8 RPL9 RPL9 RPL9 1630 0.133 0.00757 YES 9 RPS3A RPS3A RPS3A 1684 0.131 0.0151 YES 10 RPL39 RPL39 RPL39 1806 0.125 0.0184 YES 11 PABPC1 PABPC1 PABPC1 1834 0.124 0.0269 YES 12 EXOSC8 EXOSC8 EXOSC8 1968 0.118 0.029 YES 13 SMN1 SMN1 SMN1 2083 0.113 0.0317 YES 14 TGS1 TGS1 TGS1 2088 0.113 0.0406 YES 15 RPS7 RPS7 RPS7 2333 0.105 0.0354 YES 16 NUP133 NUP133 NUP133 2383 0.103 0.0409 YES 17 RPS12 RPS12 RPS12 2433 0.101 0.0464 YES 18 SNRPD1 SNRPD1 SNRPD1 2442 0.101 0.0541 YES 19 PAIP1 PAIP1 PAIP1 2524 0.099 0.0575 YES 20 RPS18 RPS18 RPS18 2533 0.0988 0.0651 YES 21 UPF3B UPF3B UPF3B 2602 0.097 0.0691 YES 22 RPSAP9 RPSAP9 RPSAP9 2706 0.0941 0.0709 YES 23 RPS23 RPS23 RPS23 2738 0.0934 0.0767 YES 24 RPL30 RPL30 RPL30 2787 0.0919 0.0814 YES 25 EIF4B EIF4B EIF4B 2852 0.0902 0.0851 YES 26 RPS10 RPS10 RPS10 2869 0.0898 0.0914 YES 27 RPL17 RPL17 RPL17 2876 0.0896 0.0984 YES 28 RPL22 RPL22 RPL22 2917 0.0884 0.103 YES 29 RPS20 RPS20 RPS20 2996 0.0865 0.106 YES 30 RPL26 RPL26 RPL26 3006 0.0863 0.112 YES 31 RPL8 RPL8 RPL8 3011 0.0862 0.119 YES 32 RPL10A RPL10A RPL10A 3034 0.0854 0.125 YES 33 RPL34 RPL34 RPL34 3039 0.0853 0.131 YES 34 DIS3 DIS3 DIS3 3045 0.0852 0.138 YES 35 UPF3A UPF3A UPF3A 3049 0.0851 0.145 YES 36 CNOT6 CNOT6 CNOT6 3056 0.085 0.151 YES 37 NUP153 NUP153 NUP153 3074 0.0847 0.157 YES 38 RPL23 RPL23 RPL23 3186 0.0818 0.157 YES 39 RPL5 RPL5 RPL5 3230 0.0809 0.162 YES 40 RPL6 RPL6 RPL6 3280 0.0798 0.165 YES 41 RPS8 RPS8 RPS8 3378 0.0778 0.166 YES 42 CLNS1A CLNS1A CLNS1A 3381 0.0776 0.172 YES 43 RPS6 RPS6 RPS6 3504 0.0746 0.171 YES 44 RPS26 RPS26 RPS26 3519 0.0743 0.177 YES 45 RPS24 RPS24 RPS24 3538 0.0739 0.182 YES 46 ANP32A ANP32A ANP32A 3645 0.0713 0.181 YES 47 GEMIN5 GEMIN5 GEMIN5 3663 0.0709 0.186 YES 48 TPR TPR TPR 3674 0.0706 0.191 YES 49 EXOSC2 EXOSC2 EXOSC2 3683 0.0704 0.197 YES 50 EIF4A2 EIF4A2 EIF4A2 3688 0.0704 0.202 YES 51 RPL13A RPL13A RPL13A 3735 0.0692 0.205 YES 52 SMN2 SMN2 SMN2 3746 0.0691 0.21 YES 53 RPS17 RPS17 RPS17 3826 0.0676 0.211 YES 54 RPS4X RPS4X RPS4X 3829 0.0675 0.216 YES 55 RPL4 RPL4 RPL4 3835 0.0674 0.222 YES 56 GSPT2 GSPT2 GSPT2 3851 0.0671 0.226 YES 57 UPF2 UPF2 UPF2 3877 0.0666 0.23 YES 58 RPL3 RPL3 RPL3 3889 0.0664 0.235 YES 59 LSM6 LSM6 LSM6 3944 0.0655 0.237 YES 60 RPL31 RPL31 RPL31 3949 0.0654 0.242 YES 61 RPL12 RPL12 RPL12 3978 0.065 0.246 YES 62 RPS3 RPS3 RPS3 3990 0.0646 0.25 YES 63 PSMA8 PSMA8 PSMA8 4010 0.0643 0.255 YES 64 RPL38 RPL38 RPL38 4039 0.0638 0.258 YES 65 RPS14 RPS14 RPS14 4056 0.0635 0.262 YES 66 RPS15A RPS15A RPS15A 4070 0.0632 0.267 YES 67 RPS19 RPS19 RPS19 4166 0.0613 0.266 YES 68 RPS27A RPS27A RPS27A 4186 0.061 0.27 YES 69 RPS21 RPS21 RPS21 4216 0.0606 0.273 YES 70 NUP43 NUP43 NUP43 4261 0.0596 0.276 YES 71 RPS29 RPS29 RPS29 4284 0.0592 0.279 YES 72 NUP35 NUP35 NUP35 4302 0.0589 0.283 YES 73 EXOSC4 EXOSC4 EXOSC4 4314 0.0587 0.287 YES 74 RPS5 RPS5 RPS5 4329 0.0585 0.291 YES 75 SEH1L SEH1L SEH1L 4336 0.0583 0.296 YES 76 PSMC6 PSMC6 PSMC6 4339 0.0582 0.3 YES 77 EXOSC5 EXOSC5 EXOSC5 4347 0.0581 0.305 YES 78 RPL7A RPL7A RPL7A 4365 0.0578 0.308 YES 79 MAPK14 MAPK14 MAPK14 4371 0.0577 0.313 YES 80 RPL23A RPL23A RPL23A 4386 0.0574 0.316 YES 81 DCP1B DCP1B DCP1B 4425 0.0566 0.319 YES 82 NUPL1 NUPL1 NUPL1 4485 0.0558 0.32 YES 83 RPL14 RPL14 RPL14 4551 0.0548 0.321 YES 84 KHSRP KHSRP KHSRP 4578 0.0544 0.324 YES 85 PPP2R2A PPP2R2A PPP2R2A 4603 0.054 0.327 YES 86 RPL37 RPL37 RPL37 4658 0.0533 0.328 YES 87 NUP107 NUP107 NUP107 4673 0.053 0.332 YES 88 RPL24 RPL24 RPL24 4701 0.0526 0.334 YES 89 LSM2 LSM2 LSM2 4703 0.0525 0.338 YES 90 RPL35A RPL35A RPL35A 4720 0.0522 0.342 YES 91 RPS16 RPS16 RPS16 4737 0.052 0.345 YES 92 EXOSC3 EXOSC3 EXOSC3 4751 0.0517 0.349 YES 93 RPL29 RPL29 RPL29 4763 0.0515 0.352 YES 94 RPS25 RPS25 RPS25 4769 0.0514 0.356 YES 95 NUP54 NUP54 NUP54 4772 0.0514 0.36 YES 96 GEMIN7 GEMIN7 GEMIN7 4827 0.0505 0.361 YES 97 CNOT8 CNOT8 CNOT8 4835 0.0504 0.365 YES 98 RPL18 RPL18 RPL18 4906 0.0492 0.365 YES 99 RPL36 RPL36 RPL36 4907 0.0492 0.369 YES 100 RBM8A RBM8A RBM8A 4912 0.0491 0.372 YES 101 RPL37A RPL37A RPL37A 4981 0.0484 0.373 YES 102 XPO1 XPO1 XPO1 4996 0.0482 0.376 YES 103 PSMD10 PSMD10 PSMD10 4997 0.0481 0.38 YES 104 RPL32 RPL32 RPL32 5021 0.0478 0.382 YES 105 CNOT7 CNOT7 CNOT7 5039 0.0474 0.385 YES 106 RPL11 RPL11 RPL11 5057 0.0472 0.388 YES 107 RPS13 RPS13 RPS13 5119 0.0462 0.388 YES 108 RPL19 RPL19 RPL19 5136 0.046 0.391 YES 109 PSMB4 PSMB4 PSMB4 5237 0.0446 0.389 YES 110 RPLP1 RPLP1 RPLP1 5252 0.0443 0.392 YES 111 RPS11 RPS11 RPS11 5255 0.0443 0.395 YES 112 RPL18A RPL18A RPL18A 5283 0.0439 0.397 YES 113 RPS2 RPS2 RPS2 5290 0.0437 0.4 YES 114 PHAX PHAX PHAX 5324 0.0433 0.402 YES 115 RPLP0 RPLP0 RPLP0 5343 0.0431 0.405 YES 116 SNRPF SNRPF SNRPF 5362 0.0428 0.407 YES 117 RPL15 RPL15 RPL15 5370 0.0427 0.41 YES 118 HNRNPD HNRNPD HNRNPD 5462 0.0412 0.408 YES 119 RPS9 RPS9 RPS9 5501 0.0408 0.409 YES 120 RPL13 RPL13 RPL13 5526 0.0405 0.411 YES 121 DDX20 DDX20 DDX20 5560 0.0399 0.413 YES 122 DDX6 DDX6 DDX6 5589 0.0396 0.414 YES 123 SNRPD3 SNRPD3 SNRPD3 5680 0.0384 0.412 YES 124 DCP1A DCP1A DCP1A 5691 0.0383 0.415 YES 125 MAGOH MAGOH MAGOH 5697 0.0383 0.418 YES 126 RPL27 RPL27 RPL27 5712 0.038 0.42 YES 127 HSPA1B HSPA1B HSPA1B 5721 0.0379 0.423 YES 128 PRMT5 PRMT5 PRMT5 5746 0.0376 0.424 YES 129 RPL27A RPL27A RPL27A 5771 0.0374 0.426 YES 130 NCBP1 NCBP1 NCBP1 5811 0.0369 0.427 YES 131 RPS15 RPS15 RPS15 5875 0.036 0.426 YES 132 SMG5 SMG5 SMG5 5892 0.0357 0.428 YES 133 GEMIN4 GEMIN4 GEMIN4 5895 0.0357 0.431 YES 134 EIF4E EIF4E EIF4E 5918 0.0354 0.433 YES 135 RPL35 RPL35 RPL35 5939 0.0351 0.434 YES 136 LSM5 LSM5 LSM5 5945 0.035 0.437 YES 137 RPL41 RPL41 RPL41 5947 0.035 0.44 YES 138 ETF1 ETF1 ETF1 6067 0.0333 0.436 YES 139 RPS28 RPS28 RPS28 6078 0.0332 0.438 YES 140 NUPL2 NUPL2 NUPL2 6137 0.0324 0.437 YES 141 PSMA4 PSMA4 PSMA4 6160 0.0322 0.438 YES 142 RPSA RPSA RPSA 6191 0.0318 0.439 YES 143 NUP88 NUP88 NUP88 6196 0.0317 0.442 YES 144 SNRPB SNRPB SNRPB 6218 0.0314 0.443 YES 145 AAAS AAAS AAAS 6275 0.0304 0.442 YES 146 ZFP36L1 ZFP36L1 ZFP36L1 6326 0.0297 0.442 YES 147 SNRPD2 SNRPD2 SNRPD2 6381 0.0288 0.441 YES 148 SNUPN SNUPN SNUPN 6401 0.0286 0.442 YES 149 EXOSC7 EXOSC7 EXOSC7 6431 0.0283 0.443 YES 150 RPL10 RPL10 RPL10 6540 0.0267 0.439 NO 151 SMG7 SMG7 SMG7 6721 0.0244 0.431 NO 152 CNOT2 CNOT2 CNOT2 6736 0.0242 0.432 NO 153 PSMD5 PSMD5 PSMD5 6789 0.0236 0.431 NO 154 NUP85 NUP85 NUP85 6959 0.0213 0.423 NO 155 PPP2CA PPP2CA PPP2CA 6970 0.0212 0.425 NO 156 HSPA8 HSPA8 HSPA8 6986 0.021 0.425 NO 157 EIF4A3 EIF4A3 EIF4A3 7000 0.0208 0.426 NO 158 ELAVL1 ELAVL1 ELAVL1 7068 0.02 0.424 NO 159 PSMF1 PSMF1 PSMF1 7099 0.0195 0.424 NO 160 TNPO1 TNPO1 TNPO1 7122 0.0191 0.424 NO 161 PSMA3 PSMA3 PSMA3 7222 0.0179 0.42 NO 162 PSMB7 PSMB7 PSMB7 7234 0.0178 0.421 NO 163 NUP214 NUP214 NUP214 7315 0.0166 0.418 NO 164 RAE1 RAE1 RAE1 7320 0.0165 0.419 NO 165 RNPS1 RNPS1 RNPS1 7328 0.0165 0.42 NO 166 NUP37 NUP37 NUP37 7365 0.0159 0.419 NO 167 YWHAZ YWHAZ YWHAZ 7397 0.0154 0.419 NO 168 PPP2R1A PPP2R1A PPP2R1A 7427 0.0151 0.418 NO 169 PSMD4 PSMD4 PSMD4 7536 0.0139 0.413 NO 170 PSMA1 PSMA1 PSMA1 7581 0.0133 0.412 NO 171 RPLP2 RPLP2 RPLP2 7610 0.0128 0.411 NO 172 RPL28 RPL28 RPL28 7615 0.0128 0.412 NO 173 LSM4 LSM4 LSM4 7726 0.0115 0.407 NO 174 XRN1 XRN1 XRN1 7735 0.0113 0.407 NO 175 PARN PARN PARN 7893 0.00927 0.399 NO 176 POM121 POM121 POM121 7942 0.0088 0.397 NO 177 EIF4A1 EIF4A1 EIF4A1 7945 0.00872 0.398 NO 178 PRKCD PRKCD PRKCD 7965 0.00857 0.398 NO 179 SMG1 SMG1 SMG1 8134 0.00631 0.389 NO 180 CASC3 CASC3 CASC3 8151 0.00596 0.388 NO 181 EDC3 EDC3 EDC3 8162 0.00582 0.388 NO 182 CNOT4 CNOT4 CNOT4 8167 0.00578 0.388 NO 183 SMG6 SMG6 SMG6 8171 0.00571 0.389 NO 184 NCBP2 NCBP2 NCBP2 8179 0.00557 0.389 NO 185 UBA52 UBA52 UBA52 8183 0.00555 0.389 NO 186 RANBP2 RANBP2 RANBP2 8229 0.00513 0.387 NO 187 HSPB1 HSPB1 HSPB1 8305 0.00429 0.383 NO 188 NUP62 NUP62 NUP62 8411 0.00285 0.377 NO 189 NUP50 NUP50 NUP50 8461 0.00234 0.375 NO 190 PSMC1 PSMC1 PSMC1 8484 0.00201 0.374 NO 191 PSMA6 PSMA6 PSMA6 8490 0.00196 0.374 NO 192 SNRPG SNRPG SNRPG 8560 0.00105 0.37 NO 193 PSMB1 PSMB1 PSMB1 8613 0.000257 0.367 NO 194 PSMB5 PSMB5 PSMB5 8669 -0.000517 0.364 NO 195 FAU FAU FAU 8710 -0.0012 0.362 NO 196 PSMA2 PSMA2 PSMA2 8764 -0.00183 0.359 NO 197 LSM3 LSM3 LSM3 8956 -0.00393 0.348 NO 198 WDR77 WDR77 WDR77 9102 -0.00579 0.341 NO 199 AKT1 AKT1 AKT1 9125 -0.00624 0.34 NO 200 EDC4 EDC4 EDC4 9130 -0.00627 0.34 NO 201 CNOT3 CNOT3 CNOT3 9131 -0.00628 0.341 NO 202 EXOSC9 EXOSC9 EXOSC9 9150 -0.00645 0.34 NO 203 C2orf29 C2orf29 C2orf29 9190 -0.007 0.339 NO 204 RPS4Y1 RPS4Y1 RPS4Y1 9221 -0.00742 0.338 NO 205 LSM1 LSM1 LSM1 9285 -0.00849 0.335 NO 206 YWHAB YWHAB YWHAB 9333 -0.00911 0.333 NO 207 PSMD12 PSMD12 PSMD12 9353 -0.0095 0.333 NO 208 NUP155 NUP155 NUP155 9409 -0.0103 0.33 NO 209 GEMIN6 GEMIN6 GEMIN6 9444 -0.011 0.329 NO 210 PSMB2 PSMB2 PSMB2 9465 -0.0112 0.329 NO 211 PSME1 PSME1 PSME1 9570 -0.0125 0.324 NO 212 DCPS DCPS DCPS 9655 -0.0137 0.321 NO 213 NUP205 NUP205 NUP205 9681 -0.0141 0.32 NO 214 EXOSC6 EXOSC6 EXOSC6 9797 -0.0159 0.315 NO 215 PSME2 PSME2 PSME2 10052 -0.0194 0.302 NO 216 PSMD7 PSMD7 PSMD7 10056 -0.0195 0.304 NO 217 PSME4 PSME4 PSME4 10085 -0.02 0.304 NO 218 EIF4G1 EIF4G1 EIF4G1 10099 -0.0202 0.305 NO 219 PSMA5 PSMA5 PSMA5 10336 -0.0234 0.293 NO 220 PSMC5 PSMC5 PSMC5 10338 -0.0234 0.295 NO 221 PSMD14 PSMD14 PSMD14 10343 -0.0235 0.297 NO 222 PSMD3 PSMD3 PSMD3 10357 -0.0237 0.298 NO 223 PSMD6 PSMD6 PSMD6 10381 -0.0241 0.299 NO 224 PSMA7 PSMA7 PSMA7 10387 -0.0241 0.3 NO 225 PSMD13 PSMD13 PSMD13 10417 -0.0248 0.301 NO 226 NUP188 NUP188 NUP188 10436 -0.0251 0.302 NO 227 PSMC2 PSMC2 PSMC2 10726 -0.0298 0.288 NO 228 PSMB10 PSMB10 PSMB10 10739 -0.03 0.29 NO 229 PSMD1 PSMD1 PSMD1 10787 -0.0306 0.29 NO 230 PSMB8 PSMB8 PSMB8 10862 -0.0316 0.288 NO 231 PSMB6 PSMB6 PSMB6 10893 -0.0322 0.289 NO 232 RPL26L1 RPL26L1 RPL26L1 11064 -0.0354 0.282 NO 233 PATL1 PATL1 PATL1 11202 -0.0376 0.277 NO 234 CNOT10 CNOT10 CNOT10 11323 -0.0399 0.274 NO 235 NUP93 NUP93 NUP93 11363 -0.0408 0.275 NO 236 PSMD11 PSMD11 PSMD11 11408 -0.0415 0.276 NO 237 MAPK11 MAPK11 MAPK11 11478 -0.0432 0.276 NO 238 PSMD9 PSMD9 PSMD9 11542 -0.0443 0.276 NO 239 PSMD8 PSMD8 PSMD8 11743 -0.0479 0.268 NO 240 PSMC4 PSMC4 PSMC4 11745 -0.0479 0.272 NO 241 PSMB3 PSMB3 PSMB3 11762 -0.0482 0.275 NO 242 RQCD1 RQCD1 RQCD1 11959 -0.0521 0.268 NO 243 MAPKAPK2 MAPKAPK2 MAPKAPK2 12015 -0.0532 0.269 NO 244 TNFSF13 TNFSF13 TNFSF13 12152 -0.0559 0.266 NO 245 PSMC3 PSMC3 PSMC3 12312 -0.0594 0.262 NO 246 TNKS1BP1 TNKS1BP1 TNKS1BP1 12420 -0.0616 0.261 NO 247 PSMD2 PSMD2 PSMD2 12871 -0.0722 0.242 NO 248 NUP210 NUP210 NUP210 13232 -0.0823 0.228 NO 249 EXOSC1 EXOSC1 EXOSC1 13951 -0.104 0.196 NO 250 PSMB9 PSMB9 PSMB9 14243 -0.114 0.189 NO 251 ZFP36 ZFP36 ZFP36 14718 -0.132 0.173 NO 252 FAM153A FAM153A FAM153A 15595 -0.169 0.137 NO