# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 GLS2 GLS2 GLS2 10 0.718 0.0223 YES 2 TAT TAT TAT 21 0.632 0.0419 YES 3 AADAT AADAT AADAT 27 0.613 0.0611 YES 4 BBOX1 BBOX1 BBOX1 51 0.564 0.0777 YES 5 IDO2 IDO2 IDO2 71 0.522 0.0932 YES 6 IYD IYD IYD 81 0.511 0.109 YES 7 DAO DAO DAO 90 0.495 0.124 YES 8 BHMT BHMT BHMT 105 0.478 0.139 YES 9 TDO2 TDO2 TDO2 123 0.463 0.152 YES 10 AASS AASS AASS 136 0.451 0.166 YES 11 ACMSD ACMSD ACMSD 146 0.448 0.18 YES 12 HAL HAL HAL 154 0.445 0.194 YES 13 PRODH PRODH PRODH 163 0.438 0.207 YES 14 UROC1 UROC1 UROC1 167 0.434 0.221 YES 15 ARG1 ARG1 ARG1 188 0.42 0.233 YES 16 KMO KMO KMO 250 0.383 0.242 YES 17 CTH CTH CTH 255 0.38 0.253 YES 18 AGXT AGXT AGXT 272 0.374 0.264 YES 19 INHBC INHBC INHBC 307 0.363 0.274 YES 20 AGXT2 AGXT2 AGXT2 336 0.353 0.284 YES 21 HAAO HAAO HAAO 382 0.338 0.292 YES 22 DIO1 DIO1 DIO1 386 0.336 0.302 YES 23 OTC OTC OTC 388 0.336 0.313 YES 24 CPS1 CPS1 CPS1 394 0.333 0.323 YES 25 ALDH6A1 ALDH6A1 ALDH6A1 407 0.329 0.333 YES 26 DBH DBH DBH 413 0.328 0.343 YES 27 SLC25A15 SLC25A15 SLC25A15 421 0.326 0.353 YES 28 GSTZ1 GSTZ1 GSTZ1 431 0.323 0.363 YES 29 HAO1 HAO1 HAO1 438 0.32 0.373 YES 30 HPD HPD HPD 467 0.312 0.381 YES 31 AMDHD1 AMDHD1 AMDHD1 483 0.307 0.39 YES 32 CBS CBS CBS 506 0.3 0.398 YES 33 HDC HDC HDC 508 0.299 0.408 YES 34 CDO1 CDO1 CDO1 554 0.287 0.414 YES 35 SHMT1 SHMT1 SHMT1 594 0.279 0.421 YES 36 PNMT PNMT PNMT 625 0.272 0.428 YES 37 GPT GPT GPT 738 0.249 0.429 YES 38 BCKDHB BCKDHB BCKDHB 770 0.243 0.435 YES 39 FTCD FTCD FTCD 785 0.241 0.442 YES 40 GCDH GCDH GCDH 952 0.216 0.44 YES 41 MAT1A MAT1A MAT1A 986 0.212 0.445 YES 42 HGD HGD HGD 1080 0.2 0.446 YES 43 ALDH7A1 ALDH7A1 ALDH7A1 1138 0.194 0.448 YES 44 PAH PAH PAH 1206 0.186 0.451 YES 45 GATM GATM GATM 1230 0.184 0.455 YES 46 CCBL1 CCBL1 CCBL1 1283 0.179 0.458 YES 47 IVD IVD IVD 1303 0.177 0.462 YES 48 GPT2 GPT2 GPT2 1328 0.175 0.467 YES 49 INHBE INHBE INHBE 1332 0.174 0.472 YES 50 ASL ASL ASL 1359 0.172 0.476 YES 51 DIO2 DIO2 DIO2 1372 0.171 0.481 YES 52 AGMAT AGMAT AGMAT 1376 0.171 0.486 YES 53 FAH FAH FAH 1440 0.166 0.488 YES 54 SLC25A10 SLC25A10 SLC25A10 1469 0.162 0.491 YES 55 NAGS NAGS NAGS 1491 0.16 0.495 YES 56 DBT DBT DBT 1497 0.16 0.5 YES 57 ASS1 ASS1 ASS1 1499 0.159 0.505 YES 58 GRHPR GRHPR GRHPR 1523 0.157 0.509 YES 59 ACAT1 ACAT1 ACAT1 1540 0.155 0.513 YES 60 ADI1 ADI1 ADI1 1579 0.152 0.515 YES 61 GOT1 GOT1 GOT1 1617 0.149 0.518 YES 62 ACADSB ACADSB ACADSB 1621 0.149 0.522 YES 63 QDPR QDPR QDPR 1656 0.146 0.525 YES 64 PHGDH PHGDH PHGDH 1773 0.138 0.523 YES 65 ALDH9A1 ALDH9A1 ALDH9A1 1827 0.135 0.524 YES 66 SUOX SUOX SUOX 1839 0.134 0.528 YES 67 TST TST TST 1886 0.132 0.529 YES 68 GOT2 GOT2 GOT2 1896 0.132 0.533 YES 69 PAOX PAOX PAOX 2077 0.122 0.527 YES 70 ETHE1 ETHE1 ETHE1 2089 0.121 0.53 YES 71 INHBA INHBA INHBA 2114 0.12 0.532 YES 72 HSD17B10 HSD17B10 HSD17B10 2131 0.119 0.535 YES 73 CSAD CSAD CSAD 2141 0.118 0.538 YES 74 HIBCH HIBCH HIBCH 2181 0.116 0.54 YES 75 ACAD8 ACAD8 ACAD8 2263 0.112 0.539 YES 76 MCCC1 MCCC1 MCCC1 2340 0.109 0.538 YES 77 GAMT GAMT GAMT 2362 0.108 0.54 YES 78 DDC DDC DDC 2403 0.106 0.541 YES 79 CGA CGA CGA 2503 0.101 0.539 NO 80 GCLC GCLC GCLC 2712 0.0918 0.53 NO 81 BCKDHA BCKDHA BCKDHA 2822 0.0877 0.527 NO 82 MCCC2 MCCC2 MCCC2 2993 0.0817 0.519 NO 83 OGDH OGDH OGDH 3145 0.0766 0.513 NO 84 OAZ2 OAZ2 OAZ2 3266 0.0727 0.509 NO 85 PCBD1 PCBD1 PCBD1 3354 0.0698 0.506 NO 86 INHBB INHBB INHBB 3464 0.0662 0.502 NO 87 ADC ADC ADC 3580 0.0626 0.497 NO 88 MAT2B MAT2B MAT2B 3614 0.0615 0.497 NO 89 HIBADH HIBADH HIBADH 3646 0.0606 0.498 NO 90 TMLHE TMLHE TMLHE 3714 0.0587 0.496 NO 91 PSMB8 PSMB8 PSMB8 3753 0.0577 0.495 NO 92 DLD DLD DLD 3771 0.057 0.496 NO 93 PSMA2 PSMA2 PSMA2 3842 0.0549 0.494 NO 94 ALDH4A1 ALDH4A1 ALDH4A1 4148 0.0484 0.478 NO 95 DLST DLST DLST 4217 0.0467 0.476 NO 96 BCAT2 BCAT2 BCAT2 4226 0.0463 0.477 NO 97 GCLM GCLM GCLM 4235 0.0461 0.478 NO 98 AHCY AHCY AHCY 4299 0.0446 0.475 NO 99 PSAT1 PSAT1 PSAT1 4368 0.0431 0.473 NO 100 PSMC3 PSMC3 PSMC3 4380 0.0428 0.474 NO 101 PSME4 PSME4 PSME4 4591 0.0386 0.463 NO 102 CNDP2 CNDP2 CNDP2 4617 0.0381 0.463 NO 103 CCBL2 CCBL2 CCBL2 4639 0.0373 0.463 NO 104 SAT1 SAT1 SAT1 4641 0.0372 0.464 NO 105 AUH AUH AUH 4656 0.0369 0.464 NO 106 SLC25A2 SLC25A2 SLC25A2 4711 0.0359 0.462 NO 107 PSME1 PSME1 PSME1 4800 0.034 0.458 NO 108 AFMID AFMID AFMID 4826 0.0335 0.458 NO 109 ARG2 ARG2 ARG2 4858 0.033 0.457 NO 110 KYNU KYNU KYNU 4887 0.0324 0.457 NO 111 PSMA7 PSMA7 PSMA7 5040 0.0297 0.449 NO 112 PSMC5 PSMC5 PSMC5 5113 0.0282 0.446 NO 113 PSMC2 PSMC2 PSMC2 5156 0.0275 0.444 NO 114 MAT2A MAT2A MAT2A 5162 0.0274 0.445 NO 115 PSMD12 PSMD12 PSMD12 5611 0.019 0.42 NO 116 ODC1 ODC1 ODC1 5684 0.0179 0.416 NO 117 PSMD6 PSMD6 PSMD6 5962 0.0129 0.401 NO 118 MTAP MTAP MTAP 6011 0.0119 0.399 NO 119 PSMB2 PSMB2 PSMB2 6092 0.0108 0.394 NO 120 PSMD2 PSMD2 PSMD2 6096 0.0108 0.395 NO 121 PSMF1 PSMF1 PSMF1 6138 0.0101 0.393 NO 122 PSMC1 PSMC1 PSMC1 6359 0.00658 0.38 NO 123 PSMA6 PSMA6 PSMA6 6408 0.0057 0.378 NO 124 PSMC4 PSMC4 PSMC4 6422 0.00548 0.377 NO 125 PSMC6 PSMC6 PSMC6 6456 0.0051 0.375 NO 126 PSMB9 PSMB9 PSMB9 6458 0.00509 0.375 NO 127 PSMD9 PSMD9 PSMD9 6590 0.00332 0.368 NO 128 PSMD8 PSMD8 PSMD8 6640 0.00266 0.365 NO 129 PSMA3 PSMA3 PSMA3 6683 0.00203 0.363 NO 130 PSMB7 PSMB7 PSMB7 6702 0.00174 0.362 NO 131 PSMB1 PSMB1 PSMB1 6767 0.00062 0.358 NO 132 PSMD3 PSMD3 PSMD3 6794 0.000234 0.357 NO 133 PSMD7 PSMD7 PSMD7 6832 -0.000165 0.355 NO 134 PSME2 PSME2 PSME2 6850 -0.000532 0.354 NO 135 PSMD13 PSMD13 PSMD13 7048 -0.0037 0.343 NO 136 PSMD11 PSMD11 PSMD11 7091 -0.00429 0.341 NO 137 MRI1 MRI1 MRI1 7285 -0.00729 0.33 NO 138 PSMA4 PSMA4 PSMA4 7374 -0.00865 0.325 NO 139 PSMA1 PSMA1 PSMA1 7839 -0.0155 0.299 NO 140 PSMB3 PSMB3 PSMB3 7962 -0.0173 0.293 NO 141 OAZ1 OAZ1 OAZ1 8007 -0.018 0.291 NO 142 PSMB6 PSMB6 PSMB6 8096 -0.0193 0.286 NO 143 PSMA5 PSMA5 PSMA5 8343 -0.0223 0.273 NO 144 PSMB10 PSMB10 PSMB10 8628 -0.0267 0.258 NO 145 PSMB5 PSMB5 PSMB5 8744 -0.0282 0.252 NO 146 PSMD5 PSMD5 PSMD5 8882 -0.0302 0.245 NO 147 PSMD1 PSMD1 PSMD1 9008 -0.0318 0.239 NO 148 SQRDL SQRDL SQRDL 9786 -0.0441 0.196 NO 149 APIP APIP APIP 9943 -0.0464 0.189 NO 150 PSMD10 PSMD10 PSMD10 9955 -0.0466 0.19 NO 151 PSMB4 PSMB4 PSMB4 10041 -0.0478 0.186 NO 152 CKMT2 CKMT2 CKMT2 10294 -0.0521 0.174 NO 153 PSMD14 PSMD14 PSMD14 10679 -0.0582 0.154 NO 154 ENOPH1 ENOPH1 ENOPH1 11034 -0.0642 0.135 NO 155 GLUD1 GLUD1 GLUD1 11339 -0.0702 0.12 NO 156 SRM SRM SRM 11631 -0.0763 0.106 NO 157 AMD1 AMD1 AMD1 11720 -0.0783 0.104 NO 158 PSMD4 PSMD4 PSMD4 11803 -0.08 0.101 NO 159 TH TH TH 12159 -0.0878 0.084 NO 160 SMS SMS SMS 12252 -0.0896 0.0816 NO 161 ALDH18A1 ALDH18A1 ALDH18A1 12677 -0.1 0.0606 NO 162 GLS GLS GLS 13159 -0.113 0.0368 NO 163 AZIN1 AZIN1 AZIN1 13274 -0.116 0.034 NO 164 IDO1 IDO1 IDO1 13352 -0.118 0.0334 NO 165 MTR MTR MTR 13478 -0.123 0.0301 NO 166 TPH1 TPH1 TPH1 13787 -0.134 0.0168 NO 167 OAZ3 OAZ3 OAZ3 13832 -0.135 0.0186 NO 168 PSPH PSPH PSPH 13878 -0.137 0.0204 NO 169 POMC POMC POMC 14310 -0.152 0.000685 NO 170 CKM CKM CKM 14463 -0.16 -0.0029 NO 171 SLC25A21 SLC25A21 SLC25A21 14824 -0.176 -0.0178 NO 172 PSMA8 PSMA8 PSMA8 15049 -0.186 -0.0247 NO 173 GLUL GLUL GLUL 15121 -0.189 -0.0227 NO 174 LHB LHB LHB 15366 -0.202 -0.0302 NO 175 PCSK1 PCSK1 PCSK1 15398 -0.204 -0.0255 NO 176 AANAT AANAT AANAT 15742 -0.223 -0.038 NO 177 CKB CKB CKB 15806 -0.227 -0.0343 NO 178 CKMT1A CKMT1A CKMT1A 15810 -0.228 -0.0273 NO 179 BCAT1 BCAT1 BCAT1 16158 -0.25 -0.0391 NO 180 DIO3 DIO3 DIO3 16561 -0.283 -0.053 NO 181 CKMT1B CKMT1B CKMT1B 16597 -0.286 -0.0459 NO 182 NQO1 NQO1 NQO1 16630 -0.289 -0.0386 NO 183 SLC5A5 SLC5A5 SLC5A5 17179 -0.363 -0.0583 NO 184 OAT OAT OAT 17213 -0.368 -0.0484 NO 185 INHA INHA INHA 17215 -0.369 -0.0368 NO 186 ASNS ASNS ASNS 17475 -0.425 -0.038 NO 187 PYCR1 PYCR1 PYCR1 17490 -0.428 -0.0252 NO 188 SMOX SMOX SMOX 17646 -0.518 -0.0175 NO 189 SLC6A8 SLC6A8 SLC6A8 17722 -0.696 0.000342 NO