Supplement Al Table S3. Includes Gene and Rank Lists from GSEA Analyses Found in Figure 3

Supplement al Table S3. Includes Gene and rank lists from GSEA analyses found in Figure 3. All comparison s were made relative to Mock and each list contained all significant differentiall y expressed genes as revealed by DESeq2 NAME SYMBOL TITLE RANK IN GENERANK LIST METRICRUNNING SCORE ES CORE ENRICHMENT row_0 CD47 CD47 molecule [Source:HGNC10 3567.07446 Symbol;Acc:HGNC:1682]0.2492651 Yes row_1 GBP4 guanylate binding protein150 4 [Source:HGNC339.55188 Symbol;Acc:HGNC:20480]0.26279798 Yes row_2 LAMP3 lysosomal associated membrane649 103.491318 protein 3 [Source:HGNC0.23327412 NoSymbol;Acc:HGNC:14582] row_3 NCOA7 nuclear receptor coactivator909 7 [Source:HGNC74.330658 Symbol;Acc:HGNC:21081]0.2193566 No row_4 EIF2AK2 eukaryotic translation initiation1216 50.5981865 factor 2 alpha kinase0.2003048 2 [Source:HGNCNo Symbol;Acc:HGNC:9437] row_5 IRF7 interferon regulatory factor1620 7 [Source:HGNC-9.9604034 Symbol;Acc:HGNC:6122]0.17124143 No row_6 NMI N-myc and STAT interactor1855 [Source:HGNC-12.753016 Symbol;Acc:HGNC:7854]0.15485439 No row_7 CMPK2 cytidine/uridine monophosphate2153 -15.278153 kinase 2 [Source:HGNC0.1339918 Symbol;Acc:HGNC:27015]No row_8 SP110 SP110 nuclear body protein2228 [Source:HGNC-15.843646 Symbol;Acc:HGNC:5401]0.12963733 No row_9 PSMB8 proteasome 20S subunit2344 beta -16.8564728 [Source:HGNC0.12232602 Symbol;Acc:HGNC:9545]No row_10 TXNIP thioredoxin interacting 2376protein -17.118099[Source:HGNC0.12123642 Symbol;Acc:HGNC:16952]No row_11 IFI35 interferon induced protein2772 35 [Source:HGNC-20.530298 0.09350465 Symbol;Acc:HGNC:5399]No row_12 MOV10 Mov10 RISC complex 2838RNA helicase-21.055349 [Source:HGNC0.09018011 Symbol;Acc:HGNC:7200]No row_13 PARP9 poly(ADP-ribose) polymerase3230 family-24.617743 member0.06303021 9 [Source:HGNCNo Symbol;Acc:HGNC:24118] row_14 DHX58 DExH-box helicase 58 3256[Source:HGNC-24.914341 Symbol;Acc:HGNC:29517]0.06293012 No row_15 PARP12 poly(ADP-ribose) polymerase3329 family-25.645409 member0.05941033 12 [Source:HGNCNo Symbol;Acc:HGNC:21919] row_16 TRAFD1 TRAF-type zinc finger domain3357 -25.921444containing 1 [Source:HGNC0.05923313 No Symbol;Acc:HGNC:24808] row_17 IFIH1 interferon induced with3386 helicase-26.098246 C domain 1 0.05899447[Source:HGNCNo Symbol;Acc:HGNC:18873] row_18 IFIT2 interferon induced protein3731 with-29.999317 tetratricopeptide0.03569269 repeats 2 [Source:HGNCNo Symbol;Acc:HGNC:5409] row_19 USP18 ubiquitin specific peptidase4191 18-35.513855 [Source:HGNC0.00428468 Symbol;Acc:HGNC:12616]No row_20 TMEM140 transmembrane protein4465 140 [Source:HGNC-38.731377 Symbol;Acc:HGNC:21870]-0.0131618 No row_21 IRF2 interferon regulatory factor4507 2 [Source:HGNC-39.162704 Symbol;Acc:HGNC:6117]-0.0134448 No row_22 IFI30 IFI30 lysosomal thiol reductase4530 -39.44434[Source:HGNC-0.012305 Symbol;Acc:HGNC:5398]No row_23 RSAD2 radical S-adenosyl methionine4669 -40.988914domain containing-0.0196235 2 [Source:HGNCNo Symbol;Acc:HGNC:30908] row_24 GMPR guanosine monophosphate4963 reductase-44.384579 [Source:HGNC-0.0381508 Symbol;Acc:HGNC:4376]No row_25 TRIM21 tripartite motif containing5174 21 [Source:HGNC-47.212055 Symbol;Acc:HGNC:11312]-0.0503503 No row_26 C1S complement C1s [Source:HGNC5316 -49.296707 Symbol;Acc:HGNC:1247]-0.0573081 No row_27 TDRD7 tudor domain containing5393 7 [Source:HGNC-50.331558 Symbol;Acc:HGNC:30831]-0.0593931 No row_28 DDX60 DExD/H-box helicase 605466 [Source:HGNC-51.355556 Symbol;Acc:HGNC:25942]-0.061111 No row_29 IFI44 interferon induced protein5702 44 [Source:HGNC-55.15657 -0.0745999Symbol;Acc:HGNC:16938]No row_30 ELF1 E74 like ETS transcription6123 factor-63.081059 1 [Source:HGNC-0.1011957 Symbol;Acc:HGNC:3316]No row_31 TENT5A terminal nucleotidyltransferase6177 -63.9525685A [Source:HGNC-0.1006275 Symbol;Acc:HGNC:18345]No row_32 ISG15 ISG15 ubiquitin like modifier6479 [Source:HGNC-70.364784 Symbol;Acc:HGNC:4053]-0.1179247 No row_33 NUB1 negative regulator of ubiquitin6643 -73.920769like proteins 1 -0.1247814[Source:HGNCNo Symbol;Acc:HGNC:17623] row_34 PLSCR1 phospholipid scramblase6686 1 [Source:HGNC-74.892319 Symbol;Acc:HGNC:9092]-0.1226341 No row_35 UBA7 ubiquitin like modifier activating6764 -76.634247 enzyme 7 [Source:HGNC-0.1229496 Symbol;Acc:HGNC:12471]No row_36 BST2 bone marrow stromal cell7257 antigen-89.166603 2 [Source:HGNC-0.1530343 Symbol;Acc:HGNC:1119]No row_37 TRIM26 tripartite motif containing7484 26 [Source:HGNC-94.926094 Symbol;Acc:HGNC:12962]-0.1630713 No row_38 IFI44L interferon induced protein8103 44 like-114.26035 [Source:HGNC-0.2007024 Symbol;Acc:HGNC:17817]No row_39 TAP1 transporter 1, ATP binding8158 cassette-116.07171 subfamily-0.1965552 B member [Source:HGNCNo Symbol;Acc:HGNC:43] row_40 UBE2L6 ubiquitin conjugating enzyme8442 -126.97215E2 L6 [Source:HGNC-0.2085557 Symbol;Acc:HGNC:12490]No row_41 MVB12A multivesicular body subunit8540 12A-130.94151 [Source:HGNC-0.2065419 Symbol;Acc:HGNC:25153]No row_42 LY6E lymphocyte antigen 6 family8551 member-131.21906 E [Source:HGNC-0.1980837 Symbol;Acc:HGNC:6727]No row_43 SLC25A28 solute carrier family 25 8838member-142.59526 28 [Source:HGNC-0.2092107 Symbol;Acc:HGNC:23472]No row_44 HLA-C major histocompatibility8881 complex,-144.32292 class I, C [Source:HGNC-0.2021973 No Symbol;Acc:HGNC:4933] row_45 ADAR adenosine deaminase RNA9061 specific-152.67032 [Source:HGNC-0.2047163 Symbol;Acc:HGNC:225]No row_46 IRF9 interferon regulatory factor9127 9 [Source:HGNC-155.57648 Symbol;Acc:HGNC:6131]-0.1986128 No row_47 HELZ2 helicase with zinc finger9257 2 [Source:HGNC-161.26155 Symbol;Acc:HGNC:30021]-0.1968371 No row_48 CSF1 colony stimulating factor9351 1 [Source:HGNC-166.25504 Symbol;Acc:HGNC:2432]-0.192053 No row_49 IFITM1 interferon induced transmembrane9615 -181.3557 protein 1 -0.1987649[Source:HGNCNo Symbol;Acc:HGNC:5412] row_50 TRIM25 tripartite motif containing9719 25 [Source:HGNC-186.39101 Symbol;Acc:HGNC:12932]-0.1933079 No row_51 PSME1 proteasome activator 10066subunit 1-210.09407 [Source:HGNC-0.2041352 Symbol;Acc:HGNC:9568]No row_52 LAP3 leucine aminopeptidase10302 3 [Source:HGNC-228.00081 Symbol;Acc:HGNC:18449]-0.2055101 No row_53 PSME2 proteasome activator 10379subunit 2-233.03122 [Source:HGNC-0.1947904 Symbol;Acc:HGNC:9569]No row_54 IFITM2 interferon induced transmembrane10833 -273.94855 protein 2 -0.2090443[Source:HGNCNo Symbol;Acc:HGNC:5413] row_55 PSMA3 proteasome 20S subunit10903 alpha-281.48401 3 [Source:HGNC-0.1944117 Symbol;Acc:HGNC:9532]No row_56 RNF31 ring finger protein 31 10937[Source:HGNC-285.12659 Symbol;Acc:HGNC:16031]-0.1768652 No row_57 WARS1 tryptophanyl-tRNA synthetase11210 -315.723791 [Source:HGNC-0.1748244 Symbol;Acc:HGNC:12729]No row_58 CMTR1 cap methyltransferase11626 1 [Source:HGNC-367.3056 Symbol;Acc:HGNC:21077]-0.1797289 No row_59 CD74 CD74 molecule [Source:HGNC11806 Symbol;Acc:HGNC:1697]-395.2486 -0.1652464 No row_60 STAT2 signal transducer and11860 activator-407.09146 of transcription-0.1406289 2 [Source:HGNCNo Symbol;Acc:HGNC:11363] row_61 OGFR opioid growth factor receptor11971 [Source:HGNC-428.81546 -0.1186982Symbol;Acc:HGNC:15768]No row_62 CNP 2',3'-cyclic nucleotide12632 3' phosphodiesterase-632.13733 -0.1231348[Source:HGNCNo Symbol;Acc:HGNC:2158] row_63 IFITM3 interferon induced transmembrane12925 -789.66852 protein 3 -0.0893539[Source:HGNCNo Symbol;Acc:HGNC:5414] row_64 B2M beta-2-microglobulin 13022[Source:HGNC-870.55383 Symbol;Acc:HGNC:914]-0.0354294 No row_65 LGALS3BP galectin 3 binding protein13226 [Source:HGNC-1119.8126 Symbol;Acc:HGNC:6564]0.02806276 No CORE ENRICHMENT

NAME SYMBOL TITLE RANK IN GENERANK LIST METRICRUNNING SCORE ES CORE ENRICHMENT row_0 IRF1 interferon regulatory factor144 1 [Source:HGNC2.95010591 Symbol;Acc:HGNC:6116]-0.0030284 No row_1 GBP4 guanylate binding protein352 4 [Source:HGNC1.87184191 Symbol;Acc:HGNC:20480]-0.0144334 No row_2 CASP8 caspase 8 [Source:HGNC666 Symbol;Acc:HGNC:1509]1.21339834 -0.036492 No row_3 CMPK2 cytidine/uridine monophosphate832 0.99999046 kinase 2 [Source:HGNC-0.0470476 Symbol;Acc:HGNC:27015]No row_4 GMPR guanosine monophosphate1177 reductase-2.0803921 [Source:HGNC-0.0690678 Symbol;Acc:HGNC:4376]No row_5 IFI35 interferon induced protein1304 35 [Source:HGNC-2.2203798 -0.0727921Symbol;Acc:HGNC:5399]No row_6 PARP12 poly(ADP-ribose) polymerase1433 family-2.3384011 member -0.076329212 [Source:HGNCNo Symbol;Acc:HGNC:21919] row_7 IRF7 interferon regulatory factor1547 7 [Source:HGNC-2.4566913 Symbol;Acc:HGNC:6122]-0.0782839 No row_8 PROCR protein C receptor [Source:HGNC1838 -2.6856821 Symbol;Acc:HGNC:9452]-0.0940736 No row_9 RIPK2 receptor interacting serine/threonine2026 -2.8110082 kinase 2 -0.1010426[Source:HGNCNo Symbol;Acc:HGNC:10020] row_10 IL4R interleukin 4 receptor [Source:HGNC2494 -3.1426797 Symbol;Acc:HGNC:6015]-0.1299884 No row_11 TRIM25 tripartite motif containing2551 25 [Source:HGNC-3.2033882 Symbol;Acc:HGNC:12932]-0.1250456 No row_12 BST2 bone marrow stromal cell3214 antigen-3.5974441 2 [Source:HGNC-0.1686305 Symbol;Acc:HGNC:1119]No row_13 TRIM5 tripartite motif containing3453 5 [Source:HGNC-3.7460012 Symbol;Acc:HGNC:16276]-0.1769991 No row_14 IRF9 interferon regulatory factor4028 9 [Source:HGNC-4.0084872 Symbol;Acc:HGNC:6131]-0.2121432 No row_15 PLSCR1 phospholipid scramblase4221 1 [Source:HGNC-4.0928836 Symbol;Acc:HGNC:9092]-0.2157066 No row_16 UBA7 ubiquitin like modifier activating4272 -4.1143513 enzyme 7 [Source:HGNC-0.20756 Symbol;Acc:HGNC:12471]No row_17 CMTR1 cap methyltransferase 14466 [Source:HGNC-4.1947112 Symbol;Acc:HGNC:21077]-0.2109023 No row_18 B2M beta-2-microglobulin [Source:HGNC4509 -4.2108688 Symbol;Acc:HGNC:914]-0.2018123 No row_19 C1S complement C1s [Source:HGNC5061 -4.4565287 Symbol;Acc:HGNC:1247]-0.2337363 No row_20 MVB12A multivesicular body subunit5235 12A-4.5333657 [Source:HGNC-0.2344303 Symbol;Acc:HGNC:25153]No row_21 PSME1 proteasome activator subunit5685 1-4.7191563 [Source:HGNC-0.2572071 Symbol;Acc:HGNC:9568]No row_22 WARS1 tryptophanyl-tRNA synthetase6339 -4.99836681 [Source:HGNC-0.2958837 Symbol;Acc:HGNC:12729]No row_23 HELZ2 helicase with zinc finger6352 2 [Source:HGNC-5.0030913 Symbol;Acc:HGNC:30021]-0.281975 No row_24 USP18 ubiquitin specific peptidase6636 18-5.1264262 [Source:HGNC-0.2899251 Symbol;Acc:HGNC:12616]No row_25 STAT2 signal transducer and activator6931 -5.2488713 of transcription-0.2984129 2 [Source:HGNCYes Symbol;Acc:HGNC:11363] row_26 TRIM26 tripartite motif containing7026 26 [Source:HGNC-5.2894111 Symbol;Acc:HGNC:12962]-0.2903772 Yes row_27 ELF1 E74 like ETS transcription7091 factor-5.3197832 1 [Source:HGNC-0.2797906 Symbol;Acc:HGNC:3316]Yes row_28 UBE2L6 ubiquitin conjugating enzyme7102 -5.3260822E2 L6 [Source:HGNC-0.2647565 Symbol;Acc:HGNC:12490]Yes row_29 TDRD7 tudor domain containing7218 7 [Source:HGNC-5.3808684 Symbol;Acc:HGNC:30831]-0.2581708 Yes row_30 IFITM3 interferon induced transmembrane7848 -5.7201529 protein 3 -0.2927305[Source:HGNCYes Symbol;Acc:HGNC:5414] row_31 TRAFD1 TRAF-type zinc finger domain8045 containing-5.834569 1 [Source:HGNC-0.2914374 Yes Symbol;Acc:HGNC:24808] row_32 PARP9 poly(ADP-ribose) polymerase8235 family-5.9630704 member -0.28918779 [Source:HGNCYes Symbol;Acc:HGNC:24118] row_33 PSMA3 proteasome 20S subunit8248 alpha-5.9710793 3 [Source:HGNC-0.2723977 Symbol;Acc:HGNC:9532]Yes row_34 TAP1 transporter 1, ATP binding8329 cassette-6.0205317 subfamily-0.2610374 B member [Source:HGNCYes Symbol;Acc:HGNC:43] row_35 ISG15 ISG15 ubiquitin like modifier8364 [Source:HGNC-6.0509825 Symbol;Acc:HGNC:4053]-0.2458138 Yes row_36 HLA-C major histocompatibility8518 complex,-6.1409802 class I, C [Source:HGNC-0.240082 Yes Symbol;Acc:HGNC:4933] row_37 OGFR opioid growth factor receptor8677 [Source:HGNC-6.2536311 Symbol;Acc:HGNC:15768]-0.234425 Yes row_38 SLC25A28 solute carrier family 25 8680member-6.2565346 28 [Source:HGNC-0.2159651 Symbol;Acc:HGNC:23472]Yes row_39 NCOA7 nuclear receptor coactivator8874 7 [Source:HGNC-6.4049635 Symbol;Acc:HGNC:21081]-0.212728 Yes row_40 PSMB8 proteasome 20S subunit9228 beta -6.69060618 [Source:HGNC-0.221763 Symbol;Acc:HGNC:9545]Yes row_41 TMEM140 transmembrane protein9546 140 [Source:HGNC-6.9973841 Symbol;Acc:HGNC:21870]-0.2269323 Yes row_42 CNP 2',3'-cyclic nucleotide 3'9548 phosphodiesterase-6.9995503 -0.2061786[Source:HGNCYes Symbol;Acc:HGNC:2158] row_43 CD47 CD47 molecule [Source:HGNC9614 -7.0569668 Symbol;Acc:HGNC:1682]-0.1905029 Yes row_44 LAP3 leucine aminopeptidase9776 3 [Source:HGNC-7.2330103 Symbol;Acc:HGNC:18449]-0.1821766 Yes row_45 TENT5A terminal nucleotidyltransferase9789 -7.24585775A [Source:HGNC-0.1615919 Symbol;Acc:HGNC:18345]Yes row_46 NUB1 negative regulator of ubiquitin9855 -7.3181763like proteins 1 -0.1451387[Source:HGNCYes Symbol;Acc:HGNC:17623] row_47 IFITM2 interferon induced transmembrane9975 -7.438611 protein 2 -0.1327557[Source:HGNCYes Symbol;Acc:HGNC:5413] row_48 LGALS3BP galectin 3 binding protein10081 [Source:HGNC-7.5652132 Symbol;Acc:HGNC:6564]-0.1188477 Yes row_49 PSME2 proteasome activator 10336subunit 2-7.9208307 [Source:HGNC-0.1161012 Symbol;Acc:HGNC:9569]Yes row_50 TXNIP thioredoxin interacting10447 protein -8.0962133[Source:HGNC-0.1010227 Symbol;Acc:HGNC:16952]Yes row_51 EIF2AK2 eukaryotic translation 10505initiation -8.1854591factor 2 alpha -0.0813317kinase 2 [Source:HGNCYes Symbol;Acc:HGNC:9437] row_52 CD74 CD74 molecule [Source:HGNC10656 -8.4618111 Symbol;Acc:HGNC:1697]-0.0684454 Yes row_53 RNF31 ring finger protein 31 10832[Source:HGNC-8.8088646 Symbol;Acc:HGNC:16031]-0.0565764 Yes row_54 ADAR adenosine deaminase10870 RNA specific-8.8694983 [Source:HGNC-0.0332089 Symbol;Acc:HGNC:225]Yes row_55 IFI30 IFI30 lysosomal thiol 11012reductase-9.1798573 [Source:HGNC-0.017447 Symbol;Acc:HGNC:5398]Yes row_56 DHX58 DExH-box helicase 5811358 [Source:HGNC-9.9224367 Symbol;Acc:HGNC:29517]-0.0162057 Yes row_57 TRIM21 tripartite motif containing11495 21 [Source:HGNC-9.9948854 Symbol;Acc:HGNC:11312]0.00239236 Yes row_58 IFITM1 interferon induced transmembrane11601 -9.9987545 protein 1 0.02354434[Source:HGNCYes Symbol;Acc:HGNC:5412] row_59 LY6E lymphocyte antigen 611674 family member-9.9991941 E [Source:HGNC0.0474041 Symbol;Acc:HGNC:6727]Yes CORE ENRICHMENT

NAME SYMBOL TITLE RANK IN GENERANK LIST METRICRUNNING SCORE ES CORE ENRICHMENT row_0 TSPYL2 TSPY like 2 [Source:HGNC960 Symbol;Acc:HGNC:24358]-1.6531411 -0.0763857 No row_1 EIF2S1 eukaryotic translation initiation1104 -1.9492968factor 2 subunit-0.0850716 alpha [Source:HGNCNo Symbol;Acc:HGNC:3265] row_2 IFIT1 interferon induced protein1162 with-2.0645001 tetratricopeptide-0.0864982 repeats 1 [Source:HGNCNo Symbol;Acc:HGNC:5407] row_3 SLC30A5 solute carrier family 30 1670member -2.5557835 [Source:HGNC-0.1241791 Symbol;Acc:HGNC:19089]No row_4 CNOT2 CCR4-NOT transcription2100 complex-2.8611627 subunit 2 -0.1549584[Source:HGNCNo Symbol;Acc:HGNC:7878] row_5 EIF4E eukaryotic translation initiation2519 factor-3.171581 4E [Source:HGNC-0.1843418 Symbol;Acc:HGNC:3287]No row_6 EDC4 enhancer of mRNA decapping2582 -3.21950984 [Source:HGNC-0.1843539 Symbol;Acc:HGNC:17157]No row_7 PSAT1 phosphoserine aminotransferase2898 -3.4305148 1 [Source:HGNC-0.2048519 Symbol;Acc:HGNC:19129]No row_8 DCP2 decapping mRNA 2 [Source:HGNC3014 -3.4895046 Symbol;Acc:HGNC:24452]-0.2087985 No row_9 ERN 1.00 endoplasmic reticulum 3047to nucleus-3.5092735 signaling 1-0.2058837 [Source:HGNCNo Symbol;Acc:HGNC:3449] row_10 PAIP1 poly(A) binding protein3123 interacting-3.5508714 protein 1 [Source:HGNC-0.2064417 No Symbol;Acc:HGNC:16945] row_11 ERO1A endoplasmic reticulum 3391oxidoreductase-3.7132041 1 alpha-0.2225429 [Source:HGNCNo Symbol;Acc:HGNC:13280] row_12 WIPI1 WD repeat domain, phosphoinositide3627 -3.8319228 interacting-0.235823 1 [Source:HGNCNo Symbol;Acc:HGNC:25471] row_13 KIF5B kinesin family member 36755B [Source:HGNC-3.8584645 Symbol;Acc:HGNC:6324]-0.2335905 No row_14 ARFGAP1 ADP ribosylation factor 4130GTPase-4.0611858 activating protein-0.2645299 1 [Source:HGNCNo Symbol;Acc:HGNC:15852] row_15 IMP3 IMP U3 small nucleolar4231 ribonucleoprotein-4.0962133 3 [Source:HGNC-0.266283 No Symbol;Acc:HGNC:14497] row_16 NHP2 NHP2 ribonucleoprotein4301 [Source:HGNC-4.1229382 Symbol;Acc:HGNC:14377]-0.2654428 No row_17 CCL2 C-C motif chemokine ligand4315 2 -4.1296086[Source:HGNC-0.2599837 Symbol;Acc:HGNC:10618]No row_18 EIF4G1 eukaryotic translation initiation4391 -4.1632676factor 4 gamma-0.2595734 1 [Source:HGNCNo Symbol;Acc:HGNC:3296] row_19 EXOSC5 exosome component 54484 [Source:HGNC-4.2009401 Symbol;Acc:HGNC:24662]-0.2605026 No row_20 CNOT4 CCR4-NOT transcription4610 complex-4.2687402 subunit 4 -0.2640401[Source:HGNCNo Symbol;Acc:HGNC:7880] row_21 DNAJA4 DnaJ heat shock protein4790 family-4.3448167 (Hsp40) member-0.2719011 A4 [Source:HGNCNo Symbol;Acc:HGNC:14885] row_22 TTC37 tetratricopeptide repeat 4795domain-4.3474364 37 [Source:HGNC-0.2653571 Symbol;Acc:HGNC:23639]No row_23 SRPRA SRP receptor subunit alpha4889 [Source:HGNC-4.3859725 Symbol;Acc:HGNC:11307]-0.2660759 No row_24 GEMIN4 gem nuclear organelle associated4914 -4.3957176 protein 4 [Source:HGNC-0.2611014 No Symbol;Acc:HGNC:15717] row_25 CXXC1 CXXC finger protein 1 [Source:HGNC4918 -4.3981681 Symbol;Acc:HGNC:24343]-0.2543948 No row_26 PREB prolactin regulatory element5156 binding-4.4918242 [Source:HGNC-0.2667962 Symbol;Acc:HGNC:9356]No row_27 ASNS asparagine synthetase 5194(glutamine-hydrolyzing)-4.5087986 -0.2627127 [Source:HGNCNo Symbol;Acc:HGNC:753] row_28 ATF4 activating transcription 5296factor 4-4.5536489 [Source:HGNC-0.2638248 Symbol;Acc:HGNC:786]No row_29 NFYB nuclear transcription factor5842 Y subunit-4.7887979 beta [Source:HGNC-0.3011024 Symbol;Acc:HGNC:7805]No row_30 SEC31A SEC31 homolog A, COPII6004 coat-4.8580399 complex component-0.3066707 [Source:HGNCNo Symbol;Acc:HGNC:17052] row_31 PARN poly(A)-specific ribonuclease6050 [Source:HGNC-4.8793373 Symbol;Acc:HGNC:8609]-0.3026596 No row_32 HSP90B1 heat shock protein 90 beta6487 family-5.0604591 member 1 [Source:HGNC-0.330538 No Symbol;Acc:HGNC:12028] row_33 YWHAZ tyrosine 3-monooxygenase/tryptophan6534 -5.0801768 5-monooxygenase-0.3262917 No activation protein zeta [Source:HGNC Symbol;Acc:HGNC:12855] row_34 PDIA5 protein disulfide isomerase6683 family-5.1452947 A member 5-0.3303361 [Source:HGNCNo Symbol;Acc:HGNC:24811] row_35 FKBP14 FKBP prolyl isomerase 670114 [Source:HGNC-5.1493945 Symbol;Acc:HGNC:18625]-0.3235939 No row_36 EXOSC2 exosome component 26950 [Source:HGNC-5.2573833 Symbol;Acc:HGNC:17097]-0.3356903 No row_37 CEBPG CCAAT enhancer binding7065 protein-5.3093538 gamma [Source:HGNC-0.3366774 Symbol;Acc:HGNC:1837]Yes row_38 DCTN1 dynactin subunit 1 [Source:HGNC7130 -5.3417311 Symbol;Acc:HGNC:2711]-0.3334988 Yes row_39 VEGFA vascular endothelial growth7262 factor-5.4043975 A [Source:HGNC-0.3357347 Symbol;Acc:HGNC:12680]Yes row_40 EXOC2 exocyst complex component7364 2-5.4589329 [Source:HGNC-0.3354156 Symbol;Acc:HGNC:24968]Yes row_41 YIF1A Yip1 interacting factor homolog7397 -5.4745712 A, membrane-0.3293937 trafficking proteinYes [Source:HGNC Symbol;Acc:HGNC:16688] row_42 POP4 POP4 homolog, ribonuclease7467 P/MRP-5.5045052 subunit-0.3263692 [Source:HGNCYes Symbol;Acc:HGNC:30081] row_43 SHC1 SHC adaptor protein 1 7587[Source:HGNC-5.5706019 Symbol;Acc:HGNC:10840]-0.3273548 Yes row_44 BAG3 BAG cochaperone 3 [Source:HGNC7806 -5.6951056 Symbol;Acc:HGNC:939]-0.3362903 Yes row_45 SRPRB SRP receptor subunit beta7898 [Source:HGNC-5.750627 Symbol;Acc:HGNC:24085]-0.3346871 Yes row_46 KHSRP KH-type splicing regulatory7949 protein-5.781219 [Source:HGNC-0.3296617 Symbol;Acc:HGNC:6316]Yes row_47 FUS FUS RNA binding protein8042 [Source:HGNC-5.8323002 Symbol;Acc:HGNC:4010]-0.3280117 Yes row_48 EXOSC9 exosome component 98083 [Source:HGNC-5.8573675 Symbol;Acc:HGNC:9137]-0.3220429 Yes row_49 EDEM1 ER degradation enhancing8099 alpha-mannosidase-5.8711429 -0.313995 like proteinYes 1 [Source:HGNC Symbol;Acc:HGNC:18967] row_50 H2AX H2A.X variant histone [Source:HGNC8200 -5.9421697 Symbol;Acc:HGNC:4739]-0.3128296 Yes row_51 EEF2 eukaryotic translation elongation8210 -5.9482765 factor 2 [Source:HGNC-0.3041661 Symbol;Acc:HGNC:3214]Yes row_52 CHAC1 ChaC glutathione specific8226 gamma-glutamylcyclotransferase-5.9567823 -0.2959829 Yes 1 [Source:HGNC Symbol;Acc:HGNC:28680] row_53 EIF4A3 eukaryotic translation initiation8254 -5.9753175factor 4A3 [Source:HGNC-0.2887579 Symbol;Acc:HGNC:18683]Yes row_54 IARS1 isoleucyl-tRNA synthetase8447 1 [Source:HGNC-6.098845 Symbol;Acc:HGNC:5330]-0.2949156 Yes row_55 DKC1 dyskerin pseudouridine8515 synthase-6.1385121 1 [Source:HGNC-0.2907241 Symbol;Acc:HGNC:2890]Yes row_56 CALR calreticulin [Source:HGNC8520 Symbol;Acc:HGNC:1455]-6.1440992 -0.2813396 Yes row_57 NOLC1 nucleolar and coiled-body8540 phosphoprotein-6.1564431 1-0.2731699 [Source:HGNCYes Symbol;Acc:HGNC:15608] row_58 TUBB2A tubulin beta 2A class IIa8669 [Source:HGNC-6.2463865 Symbol;Acc:HGNC:12412]-0.2738276 Yes row_59 DNAJB9 DnaJ heat shock protein8727 family-6.2892313 (Hsp40) member-0.268575 B9 [Source:HGNCYes Symbol;Acc:HGNC:6968] row_60 SDAD1 SDA1 domain containing8753 1 [Source:HGNC-6.3072352 Symbol;Acc:HGNC:25537]-0.2606607 Yes row_61 SPCS1 signal peptidase complex8904 subunit-6.4264407 1 [Source:HGNC-0.2628442 Symbol;Acc:HGNC:23401]Yes row_62 PDIA6 protein disulfide isomerase8999 family-6.5036678 A member 6-0.2602974 [Source:HGNCYes Symbol;Acc:HGNC:30168] row_63 LSM 1.00 LSM1 homolog, mRNA9082 degradation-6.5731597 associated-0.2566531 [Source:HGNCYes Symbol;Acc:HGNC:20472] row_64 SERP1 stress associated endoplasmic9169 -6.6465611 reticulum protein-0.2532221 1 [Source:HGNCYes Symbol;Acc:HGNC:10759] row_65 HERPUD1 homocysteine inducible9364 ER protein-6.8067536 with ubiquitin-0.2584251 like domainYes 1 [Source:HGNC Symbol;Acc:HGNC:13744] row_66 EIF4A2 eukaryotic translation initiation9366 -6.8115916factor 4A2 [Source:HGNC-0.2477384 Symbol;Acc:HGNC:3284]Yes row_67 NPM1 nucleophosmin 1 [Source:HGNC9529 -6.9757423 Symbol;Acc:HGNC:7910]-0.250041 Yes row_68 ATP6V0D1 ATPase H+ transporting9537 V0 subunit-6.9830613 d1 [Source:HGNC-0.2395769 Symbol;Acc:HGNC:13724]Yes row_69 EIF4A1 eukaryotic translation initiation9761 -7.2195864factor 4A1 [Source:HGNC-0.2465137 Symbol;Acc:HGNC:3282]Yes row_70 LSM 4.00 LSM4 homolog, U6 small9763 nuclear-7.2206702 RNA and mRNA-0.2351802 degradationYes associated [Source:HGNC Symbol;Acc:HGNC:17259] row_71 HYOU1 hypoxia up-regulated 100971 [Source:HGNC-7.584393 Symbol;Acc:HGNC:16931]-0.2505923 Yes row_72 WFS1 wolframin ER transmembrane10144 -7.6513219glycoprotein [Source:HGNC-0.242281 Yes Symbol;Acc:HGNC:12762] row_73 KDELR3 KDEL endoplasmic reticulum10198 protein-7.7319698 retention-0.2344183 receptor 3 [Source:HGNCYes Symbol;Acc:HGNC:6306] row_74 EIF2AK3 eukaryotic translation 10482initiation -8.1443253factor 2 alpha -0.2448306kinase 3 [Source:HGNCYes Symbol;Acc:HGNC:3255] row_75 SSR1 signal sequence receptor10499 subunit-8.1674623 1 [Source:HGNC-0.2332346 Symbol;Acc:HGNC:11323]Yes row_76 EXOSC1 exosome component10506 1 [Source:HGNC-8.1926365 Symbol;Acc:HGNC:17286]-0.2207759 Yes row_77 CEBPB CCAAT enhancer binding10590 protein-8.3240128 beta [Source:HGNC-0.2144459 Symbol;Acc:HGNC:1834]Yes row_78 NOP56 NOP56 ribonucleoprotein10597 [Source:HGNC-8.3440247 Symbol;Acc:HGNC:15911]-0.2017479 Yes row_79 TARS1 threonyl-tRNA synthetase10676 1 [Source:HGNC-8.5048828 Symbol;Acc:HGNC:11572]-0.1947205 Yes row_80 DDIT4 DNA damage inducible10745 transcript-8.6368647 4 [Source:HGNC-0.1866615 Symbol;Acc:HGNC:24944]Yes row_81 DDX10 DEAD-box helicase 1010874 [Source:HGNC-8.8761539 Symbol;Acc:HGNC:2735]-0.1831617 Yes row_82 DNAJC3 DnaJ heat shock protein10973 family-9.0911913 (Hsp40) member-0.1768531 C3 [Source:HGNCYes Symbol;Acc:HGNC:9439] row_83 SLC1A4 solute carrier family 1 11060member -9.30384454 [Source:HGNC-0.1692209 Symbol;Acc:HGNC:10942]Yes row_84 HSPA5 heat shock protein family11083 A (Hsp70)-9.367403 member-0.1562216 5 [Source:HGNCYes Symbol;Acc:HGNC:5238] row_85 XBP1 X-box binding protein11172 1 [Source:HGNC-9.558073 Symbol;Acc:HGNC:12801]-0.148352 Yes row_86 EIF4EBP1 eukaryotic translation 11234initiation -9.7401066factor 4E binding-0.1379728 protein 1 Yes[Source:HGNC Symbol;Acc:HGNC:3288] row_87 ALDH18A1 aldehyde dehydrogenase11255 18 family-9.7755289 member A1-0.1241636 [Source:HGNCYes Symbol;Acc:HGNC:9722] row_88 SLC7A5 solute carrier family 7 11276member -9.82390885 [Source:HGNC-0.110278 Symbol;Acc:HGNC:11063]Yes row_89 MTHFD2 methylenetetrahydrofolate11363 dehydrogenase-9.9324741 (NADP+-0.1016519 dependent)Yes 2, methenyltetrahydrofolate cyclohydrolase [Source:HGNC Symbol;Acc:HGNC:7434] row_90 EXOSC4 exosome component11591 4 [Source:HGNC-9.9986372 Symbol;Acc:HGNC:18189]-0.1045243 Yes row_91 GOSR2 golgi SNAP receptor complex11721 member-9.9994326 2 [Source:HGNC-0.0993308 Symbol;Acc:HGNC:4431]Yes row_92 NFYA nuclear transcription factor11725 Y subunit-9.9994459 alpha [Source:HGNC-0.0837687 Yes Symbol;Acc:HGNC:7804] row_93 SPCS3 signal peptidase complex11828 subunit-9.9997063 3 [Source:HGNC-0.076353 Symbol;Acc:HGNC:26212]Yes row_94 DCP1A decapping mRNA 1A 11959[Source:HGNC-9.9998598 Symbol;Acc:HGNC:18714]-0.0712412 Yes row_95 SEC11A SEC11 homolog A, signal11998 peptidase-9.9998846 complex-0.0585586 subunit [Source:HGNCYes Symbol;Acc:HGNC:17718] row_96 STC2 stanniocalcin 2 [Source:HGNC12037 -9.9999046 Symbol;Acc:HGNC:11374]-0.0458759 Yes row_97 BANF1 BAF nuclear assembly12090 factor 1-9.9999342 [Source:HGNC-0.0343453 Symbol;Acc:HGNC:17397]Yes row_98 XPOT exportin for tRNA [Source:HGNC12164 -9.9999666 Symbol;Acc:HGNC:12826]-0.0245427 Yes row_99 RPS14 ribosomal protein S1412220 [Source:HGNC-9.9999895 Symbol;Acc:HGNC:10387]-0.0132589 Yes row_100 HSPA9 heat shock protein family12239 A (Hsp70)-9.9999952 member0.00106973 9 [Source:HGNCYes Symbol;Acc:HGNC:5244] CORE ENRICHMENT

NAME SYMBOL TITLE RANK IN GENERANK LIST METRICRUNNING SCORE ES CORE ENRICHMENT row_0 PSMB2 proteasome 20S subunit158 beta 2325.56189 [Source:HGNC-0.0090179 Symbol;Acc:HGNC:9539]No row_1 SNRPD3 small nuclear ribonucleoprotein545 123.203529 D3 polypeptide-0.0367563 [Source:HGNCNo Symbol;Acc:HGNC:11160] row_2 HDAC2 histone deacetylase 2 [Source:HGNC929 72.678833 Symbol;Acc:HGNC:4853]-0.0647 No row_3 PSMA4 proteasome 20S subunit1769 alpha-11.957121 4 [Source:HGNC-0.1271637 Symbol;Acc:HGNC:9533]No row_4 SNRPD2 small nuclear ribonucleoprotein1866 -12.868557 D2 polypeptide-0.1342133 [Source:HGNCNo Symbol;Acc:HGNC:11159] row_5 HDGF heparin binding growth1868 factor -12.871877[Source:HGNC-0.1341785 Symbol;Acc:HGNC:4856]No row_6 RNPS1 RNA binding protein with1981 serine-13.831942 rich domain -0.14241311 [Source:HGNCNo Symbol;Acc:HGNC:10080] row_7 ORC2 origin recognition complex2106 subunit-14.897097 2 [Source:HGNC-0.1515334 Symbol;Acc:HGNC:8488]No row_8 TXNL4A thioredoxin like 4A [Source:HGNC2155 -15.303273 Symbol;Acc:HGNC:30551]-0.1549829 No row_9 PSMA6 proteasome 20S subunit2165 alpha 6-15.36896 [Source:HGNC-0.1555235 Symbol;Acc:HGNC:9535]No row_10 CCT7 chaperonin containing 2258TCP1 subunit-16.072845 7 [Source:HGNC-0.1622476 Symbol;Acc:HGNC:1622]No row_11 RPL6 ribosomal protein L6 [Source:HGNC2398 -17.264765 Symbol;Acc:HGNC:10362]-0.1724664 No row_12 PHB prohibitin [Source:HGNC2669 Symbol;Acc:HGNC:8912]-19.708227 -0.1924333 No row_13 USP1 ubiquitin specific peptidase2751 1 [Source:HGNC-20.36705 -0.1983006Symbol;Acc:HGNC:12607]No row_14 CCT2 chaperonin containing 2806TCP1 subunit-20.802021 2 [Source:HGNC-0.2021509 Symbol;Acc:HGNC:1615]No row_15 UBE2L3 ubiquitin conjugating enzyme2840 -21.064741E2 L3 [Source:HGNC-0.2044329 Symbol;Acc:HGNC:12488]No row_16 SSBP1 single stranded DNA binding3077 protein-23.149006 1 [Source:HGNC-0.2218351 Symbol;Acc:HGNC:11317]No row_17 SLC25A3 solute carrier family 25 3136member-23.671297 3 [Source:HGNC-0.2259592 Symbol;Acc:HGNC:10989]No row_18 HSPD1 heat shock protein family3350 D (Hsp60)-25.83353 member-0.2416236 1 [Source:HGNCNo Symbol;Acc:HGNC:5261] row_19 CTPS1 CTP synthase 1 [Source:HGNC3377 -26.044889 Symbol;Acc:HGNC:2519]-0.2433413 No row_20 PCNA proliferating cell nuclear3441 antigen-26.587105 [Source:HGNC-0.2478135 Symbol;Acc:HGNC:8729]No row_21 EXOSC7 exosome component 73501 [Source:HGNC-27.342031 Symbol;Acc:HGNC:28112]-0.2519811 No row_22 EIF3J eukaryotic translation initiation3502 -27.344082factor 3 subunit-0.2517489 J [Source:HGNCNo Symbol;Acc:HGNC:3270] row_23 PSMA1 proteasome 20S subunit3514 alpha-27.445667 1 [Source:HGNC-0.2523361 Symbol;Acc:HGNC:9530]No row_24 PSMB3 proteasome 20S subunit3570 beta -28.1118553 [Source:HGNC-0.2561988 Symbol;Acc:HGNC:9540]No row_25 CLNS1A chloride nucleotide-sensitive3706 channel-29.756065 1A [Source:HGNC-0.2660133 Symbol;Acc:HGNC:2080]No row_26 MRPL9 mitochondrial ribosomal3900 protein-32.180176 L9 [Source:HGNC-0.2801323 Symbol;Acc:HGNC:14277]No row_27 RPL34 ribosomal protein L34 4103[Source:HGNC-34.475685 Symbol;Acc:HGNC:10340]-0.294903 No row_28 SNRPG small nuclear ribonucleoprotein4122 -34.68927polypeptide G-0.2959507 [Source:HGNCNo Symbol;Acc:HGNC:11163] row_29 NHP2 NHP2 ribonucleoprotein4505 [Source:HGNC-39.145458 Symbol;Acc:HGNC:14377]-0.3241045 No row_30 ACP1 acid phosphatase 1 [Source:HGNC4976 -44.51976 Symbol;Acc:HGNC:122]-0.358775 No row_31 NOP16 NOP16 nucleolar protein5024 [Source:HGNC-45.151123 Symbol;Acc:HGNC:26934]-0.3618964 No row_32 RAN RAN, member RAS oncogene5098 -46.080025family [Source:HGNC-0.3669489 Symbol;Acc:HGNC:9846]No row_33 CDC45 cell division cycle 45 [Source:HGNC5123 -46.428223 Symbol;Acc:HGNC:1739]-0.3683444 No row_34 PTGES3 prostaglandin E synthase5284 3 [Source:HGNC-48.768867 Symbol;Acc:HGNC:16049]-0.3798617 No row_35 TRA2B transformer 2 beta homolog5401 [Source:HGNC-50.453259 Symbol;Acc:HGNC:10781]-0.3880835 No row_36 CSTF2 cleavage stimulation factor5676 subunit-54.802216 2 [Source:HGNC-0.4080507 Symbol;Acc:HGNC:2484]No row_37 GNL3 G protein nucleolar 3 [Source:HGNC5727 -55.468792 Symbol;Acc:HGNC:29931]-0.4113083 No row_38 AP3S1 adaptor related protein 5835complex-57.385777 3 subunit sigma-0.4188002 1 [Source:HGNCNo Symbol;Acc:HGNC:2013] row_39 EIF4E eukaryotic translation initiation5957 -59.603874factor 4E [Source:HGNC-0.4273172 Symbol;Acc:HGNC:3287]No row_40 CCT4 chaperonin containing 5968TCP1 subunit-59.825325 4 [Source:HGNC-0.4275549 Symbol;Acc:HGNC:1617]No row_41 EIF4G2 eukaryotic translation initiation6291 -66.239738factor 4 gamma-0.4510044 2 [Source:HGNCNo Symbol;Acc:HGNC:3297] row_42 SNRPB2 small nuclear ribonucleoprotein6324 -66.990746 polypeptide B2-0.4528219 [Source:HGNCNo Symbol;Acc:HGNC:11155] row_43 DUT deoxyuridine triphosphatase6706 [Source:HGNC-75.136436 Symbol;Acc:HGNC:3078]-0.4805955 No row_44 SYNCRIP synaptotagmin binding6810 cytoplasmic-77.959984 RNA interacting-0.4876144 proteinNo [Source:HGNC Symbol;Acc:HGNC:16918] row_45 POLD2 DNA polymerase delta 2,6865 accessory-79.312126 subunit [Source:HGNC-0.4909678 No Symbol;Acc:HGNC:9176] row_46 APEX1 apurinic/apyrimidinic endodeoxyribonuclease7056 -84.207634 -0.5044214 1 [Source:HGNCNo Symbol;Acc:HGNC:587] row_47 NOLC1 nucleolar and coiled-body7096 phosphoprotein-85.067085 1-0.5066074 [Source:HGNCNo Symbol;Acc:HGNC:15608] row_48 AIMP2 aminoacyl tRNA synthetase7122 complex-85.819962 interacting-0.5077429 multifunctionalNo protein 2 [Source:HGNC Symbol;Acc:HGNC:20609] row_49 SET SET nuclear proto-oncogene7285 [Source:HGNC-90.025032 -0.5190591Symbol;Acc:HGNC:10760]No row_50 TCP1 t-complex 1 [Source:HGNC7299 Symbol;Acc:HGNC:11655]-90.326904 -0.5192615 No row_51 CCT3 chaperonin containing 7346TCP1 subunit-91.233231 3 [Source:HGNC-0.5219172 Symbol;Acc:HGNC:1616]No row_52 HSP90AB1 heat shock protein 90 alpha7357 family-91.502136 class B member-0.5218859 1 [Source:HGNCNo Symbol;Acc:HGNC:5258] row_53 TFDP1 transcription factor Dp-17376 [Source:HGNC-92.045364 Symbol;Acc:HGNC:11749]-0.5224466 No row_54 PRPS2 phosphoribosyl pyrophosphate7472 -94.377419 synthetase 2-0.5287296 [Source:HGNCNo Symbol;Acc:HGNC:9465] row_55 RPS10 ribosomal protein S10 7501[Source:HGNC-95.295563 Symbol;Acc:HGNC:10383]-0.5300084 No row_56 MAD2L1 mitotic arrest deficient 27701 like 1 [Source:HGNC-100.91022 -0.5439913 Symbol;Acc:HGNC:6763]No row_57 SRSF2 serine and arginine rich7917 splicing -107.8864factor 2 [Source:HGNC-0.559108 Symbol;Acc:HGNC:10783]No row_58 FAM120A family with sequence similarity7961 -109.31349120A [Source:HGNC-0.5613864 Symbol;Acc:HGNC:13247]No row_59 LDHA lactate dehydrogenase 7984A [Source:HGNC-109.80038 Symbol;Acc:HGNC:6535]-0.5620947 No row_60 RFC4 replication factor C subunit8028 4 [Source:HGNC-111.42232 -0.5643551Symbol;Acc:HGNC:9972]No row_61 PABPC4 poly(A) binding protein8172 cytoplasmic-116.63804 4 [Source:HGNC-0.5740285 Symbol;Acc:HGNC:8557]No row_62 HPRT1 hypoxanthine phosphoribosyltransferase8393 -125.57224 1 [Source:HGNC-0.5893679 No Symbol;Acc:HGNC:5157] row_63 EEF1B2 eukaryotic translation elongation8415 -126.29381 factor 1 beta-0.5898616 2 [Source:HGNCNo Symbol;Acc:HGNC:3208] row_64 NCBP2 nuclear cap binding protein8430 subunit-126.65629 2 [Source:HGNC-0.5898301 Symbol;Acc:HGNC:7659]No row_65 YWHAE tyrosine 3-monooxygenase/tryptophan8450 -127.25491 5-monooxygenase-0.5901665 No activation protein epsilon [Source:HGNC Symbol;Acc:HGNC:12851] row_66 EIF4H eukaryotic translation initiation8456 -127.44774factor 4H [Source:HGNC-0.5894572 Symbol;Acc:HGNC:12741]No row_67 NAP1L1 nucleosome assembly 8702protein -136.941191 like 1 [Source:HGNC-0.6065643 Symbol;Acc:HGNC:7637]No row_68 RUVBL2 RuvB like AAA ATPase 87322 [Source:HGNC-138.12292 Symbol;Acc:HGNC:10475]-0.6075541 No row_69 SRSF7 serine and arginine rich8785 splicing-140.40822 factor 7 [Source:HGNC-0.6102396 Symbol;Acc:HGNC:10789]No row_70 CCNA2 cyclin A2 [Source:HGNC8797 Symbol;Acc:HGNC:1578]-140.82231 -0.6098642 No row_71 XRCC6 X-ray repair cross complementing8807 -141.33958 6 [Source:HGNC-0.6093352 Symbol;Acc:HGNC:4055]No row_72 BUB3 BUB3 mitotic checkpoint8887 protein-144.62422 [Source:HGNC-0.6139984 Symbol;Acc:HGNC:1151]No row_73 CDK2 cyclin dependent kinase8957 2 [Source:HGNC-148.14723 Symbol;Acc:HGNC:1771]-0.6178859 No row_74 ODC1 ornithine decarboxylase8964 1 [Source:HGNC-148.41666 Symbol;Acc:HGNC:8109]-0.6170731 No row_75 POLE3 DNA polymerase epsilon8977 3, accessory-149.05492 subunit-0.6167023 [Source:HGNCNo Symbol;Acc:HGNC:13546] row_76 VDAC1 voltage dependent anion9069 channel-153.02469 1 [Source:HGNC-0.622189 Symbol;Acc:HGNC:12669]No row_77 RRP9 ribosomal RNA processing9134 9, U3-155.76862 small nucleolar-0.625639 RNA bindingNo protein [Source:HGNC Symbol;Acc:HGNC:16829] row_78 LSM 2.00 LSM2 homolog, U6 small9139 nuclear-156.04254 RNA and mRNA-0.6246123 degradationNo associated [Source:HGNC Symbol;Acc:HGNC:13940] row_79 U2AF1 U2 small nuclear RNA auxiliary9290 -162.87425factor 1 [Source:HGNC-0.634415 Symbol;Acc:HGNC:12453]No row_80 HDDC2 HD domain containing 93872 [Source:HGNC-168.87025 Symbol;Acc:HGNC:21078]-0.64014 No row_81 CDC20 cell division cycle 20 [Source:HGNC9422 -170.53409 Symbol;Acc:HGNC:1723]-0.6412274 No row_82 HNRNPR heterogeneous nuclear9466 ribonucleoprotein-173.03481 R [Source:HGNC-0.6429647 No Symbol;Acc:HGNC:5047] row_83 NPM1 nucleophosmin 1 [Source:HGNC9504 -175.36215 Symbol;Acc:HGNC:7910]-0.6442349 No row_84 MRPL23 mitochondrial ribosomal9512 protein-175.8186 L23 [Source:HGNC-0.643264 Symbol;Acc:HGNC:10322]No row_85 NOP56 NOP56 ribonucleoprotein9542 [Source:HGNC-177.35413 Symbol;Acc:HGNC:15911]-0.6439207 No row_86 CCT5 chaperonin containing 9560TCP1 subunit-178.29921 5 [Source:HGNC-0.6436745 Symbol;Acc:HGNC:1618]No row_87 HNRNPD heterogeneous nuclear9583 ribonucleoprotein-179.479 D [Source:HGNC-0.6437911 No Symbol;Acc:HGNC:5036] row_88 MRPS18B mitochondrial ribosomal9631 protein-182.04585 S18B [Source:HGNC-0.6457502 Symbol;Acc:HGNC:14516]No row_89 SRSF1 serine and arginine rich9733 splicing -186.9841factor 1 [Source:HGNC-0.6516942 Symbol;Acc:HGNC:10780]No row_90 KARS1 lysyl-tRNA synthetase 19773 [Source:HGNC-189.77835 Symbol;Acc:HGNC:6215]-0.6529911 No row_91 MCM5 minichromosome maintenance9850 -195.02733 complex component-0.6570026 5 [Source:HGNCNo Symbol;Acc:HGNC:6948] row_92 SERBP1 SERPINE1 mRNA binding9867 protein-195.87169 1 [Source:HGNC-0.6565325 Symbol;Acc:HGNC:17860]No row_93 SNRPA1 small nuclear ribonucleoprotein9989 -203.7578polypeptide A'-0.6638256 [Source:HGNCNo Symbol;Acc:HGNC:11152] row_94 VDAC3 voltage dependent anion10189 channel-218.17567 3 [Source:HGNC-0.6768127 Symbol;Acc:HGNC:12674]No row_95 MCM7 minichromosome maintenance10498 -242.32735 complex component-0.6977231 7 [Source:HGNCNo Symbol;Acc:HGNC:6950] row_96 RANBP1 RAN binding protein 110646 [Source:HGNC-256.05579 Symbol;Acc:HGNC:9847]-0.7065109 No row_97 SNRPD1 small nuclear ribonucleoprotein10902 -281.40021 D1 polypeptide-0.7231372 [Source:HGNCNo Symbol;Acc:HGNC:11158] row_98 TYMS thymidylate synthetase10921 [Source:HGNC-283.02841 Symbol;Acc:HGNC:12441]-0.7220763 No row_99 HNRNPA3 heterogeneous nuclear10951 ribonucleoprotein-286.57162 A3 -0.7218056[Source:HGNCNo Symbol;Acc:HGNC:24941] row_100 SNRPA small nuclear ribonucleoprotein10998 -291.08646 polypeptide A-0.7227643 [Source:HGNCNo Symbol;Acc:HGNC:11151] row_101 NDUFAB1 NADH:ubiquinone oxidoreductase11076 -299.19098 subunit AB1-0.7259659 [Source:HGNCNo Symbol;Acc:HGNC:7694] row_102 NCBP1 nuclear cap binding protein11270 subunit-322.62869 1 [Source:HGNC-0.7376187 Symbol;Acc:HGNC:7658]No row_103 COPS5 COP9 signalosome subunit11272 5 -322.80188[Source:HGNC-0.7349524 Symbol;Acc:HGNC:2240]No row_104 SRSF3 serine and arginine rich11299 splicing-326.01709 factor 3 [Source:HGNC-0.7341231 Symbol;Acc:HGNC:10785]No row_105 G3BP1 G3BP stress granule assembly11399 -336.71732 factor 1 [Source:HGNC-0.7386466 Symbol;Acc:HGNC:30292]No row_106 CANX calnexin [Source:HGNC11513 Symbol;Acc:HGNC:1473]-351.39923 -0.7440894 Yes row_107 IARS1 isoleucyl-tRNA synthetase11527 1 [Source:HGNC-353.64703 Symbol;Acc:HGNC:5330]-0.742056 Yes row_108 MCM2 minichromosome maintenance11551 -357.37616 complex component-0.7407367 2 [Source:HGNCYes Symbol;Acc:HGNC:6944] row_109 PWP1 PWP1 homolog, endonuclein11573 [Source:HGNC-359.78033 -0.7392478 Symbol;Acc:HGNC:17015]Yes row_110 LSM 7.00 LSM7 homolog, U6 small11602 nuclear-363.97513 RNA and mRNA-0.7382453 degradationYes associated [Source:HGNC Symbol;Acc:HGNC:20470] row_111 SRPK1 SRSF protein kinase 111629 [Source:HGNC-367.62512 Symbol;Acc:HGNC:11305]-0.7370627 Yes row_112 PSMD14 proteasome 26S subunit,11646 non-ATPase-370.29834 14 [Source:HGNC-0.7351117 Symbol;Acc:HGNC:16889]Yes row_113 MCM4 minichromosome maintenance11657 -371.46777 complex component-0.7327033 4 [Source:HGNCYes Symbol;Acc:HGNC:6947] row_114 PSMC6 proteasome 26S subunit,11712 ATPase-379.70923 6 [Source:HGNC-0.733506 Symbol;Acc:HGNC:9553]Yes row_115 EIF2S1 eukaryotic translation 11769initiation -388.26901factor 2 subunit-0.7343853 alpha [Source:HGNCYes Symbol;Acc:HGNC:3265] row_116 IFRD1 interferon related developmental11777 -389.44583 regulator 1 [Source:HGNC-0.7316005 Yes Symbol;Acc:HGNC:5456] row_117 PRPF31 pre-mRNA processing11798 factor 31-393.62717 [Source:HGNC-0.7297496 Symbol;Acc:HGNC:15446]Yes row_118 RRM1 ribonucleotide reductase11841 catalytic-403.95349 subunit M1-0.7294517 [Source:HGNCYes Symbol;Acc:HGNC:10451] row_119 VBP1 VHL binding protein 111864 [Source:HGNC-408.46436 Symbol;Acc:HGNC:12662]-0.727624 Yes row_120 DDX18 DEAD-box helicase 1811874 [Source:HGNC-410.20129 Symbol;Acc:HGNC:2741]-0.7248122 Yes row_121 UBE2E1 ubiquitin conjugating 11892enzyme -414.82782E2 E1 [Source:HGNC-0.7225576 Symbol;Acc:HGNC:12477]Yes row_122 ABCE1 ATP binding cassette 11917subfamily-419.39563 E member 1 -0.7207862[Source:HGNCYes Symbol;Acc:HGNC:69] row_123 PSMA2 proteasome 20S subunit12012 alpha-435.80984 2 [Source:HGNC-0.7240955 Symbol;Acc:HGNC:9531]Yes row_124 CAD carbamoyl-phosphate12025 synthetase-439.06625 2, aspartate-0.7212623 transcarbamylase,Yes and dihydroorotase [Source:HGNC Symbol;Acc:HGNC:1424] row_125 PRDX4 peroxiredoxin 4 [Source:HGNC12066 -447.48541 Symbol;Acc:HGNC:17169]-0.7204456 Yes row_126 RPL14 ribosomal protein L1412067 [Source:HGNC-447.95517 Symbol;Acc:HGNC:10305]-0.716642 Yes row_127 HSPE1 heat shock protein family12097 E (Hsp10)-455.03033 member-0.7149409 1 [Source:HGNCYes Symbol;Acc:HGNC:5269] row_128 SRM spermidine synthase [Source:HGNC12138 -464.00937 Symbol;Acc:HGNC:11296]-0.7139839 Yes row_129 CNBP CCHC-type zinc finger12170 nucleic -471.91888acid binding protein-0.7122886 [Source:HGNCYes Symbol;Acc:HGNC:13164] row_130 DDX21 DExD-box helicase 2112192 [Source:HGNC-478.05927 Symbol;Acc:HGNC:2744]-0.7097954 Yes row_131 ETF1 eukaryotic translation 12195termination-478.62149 factor 1 [Source:HGNC-0.7058806 Symbol;Acc:HGNC:3477]Yes row_132 EIF3B eukaryotic translation 12215initiation -483.96832factor 3 subunit-0.7031881 B [Source:HGNCYes Symbol;Acc:HGNC:3280] row_133 CUL1 cullin 1 [Source:HGNC12227 Symbol;Acc:HGNC:2551]-487.68832 -0.6998674 Yes row_134 PSMD7 proteasome 26S subunit,12229 non-ATPase-489.30826 7 [Source:HGNC-0.6957873 Symbol;Acc:HGNC:9565]Yes row_135 CYC1 cytochrome c1 [Source:HGNC12331 -521.38324 Symbol;Acc:HGNC:2579]-0.698892 Yes row_136 PRDX3 peroxiredoxin 3 [Source:HGNC12364 -530.94818 Symbol;Acc:HGNC:9354]-0.69677 Yes row_137 C1QBP complement C1q binding12393 protein-538.20697 [Source:HGNC-0.6942881 Symbol;Acc:HGNC:1243]Yes row_138 PSMC4 proteasome 26S subunit,12402 ATPase-543.72021 4 [Source:HGNC-0.690268 Symbol;Acc:HGNC:9551]Yes row_139 FBL fibrillarin [Source:HGNC12459 Symbol;Acc:HGNC:3599]-563.88635 -0.6896561 Yes row_140 NME1 NME/NM23 nucleoside12467 diphosphate-567.15558 kinase 1-0.6853624 [Source:HGNCYes Symbol;Acc:HGNC:7849] row_141 COX5A cytochrome c oxidase12522 subunit -583.749945A [Source:HGNC-0.6844327 Symbol;Acc:HGNC:2267]Yes row_142 TOMM70 translocase of outer mitochondrial12524 -584.54547 membrane-0.6795439 70 [Source:HGNCYes Symbol;Acc:HGNC:11985] row_143 CDK4 cyclin dependent kinase12533 4 [Source:HGNC-586.95557 Symbol;Acc:HGNC:1773]-0.6751567 Yes row_144 DEK DEK proto-oncogene12543 [Source:HGNC-591.48346 Symbol;Acc:HGNC:2768]-0.6708056 Yes row_145 GOT2 glutamic-oxaloacetic transaminase12655 -641.40594 2 [Source:HGNC-0.6736369 Symbol;Acc:HGNC:4433]Yes row_146 EIF2S2 eukaryotic translation 12661initiation -643.02759factor 2 subunit-0.6685498 beta [Source:HGNCYes Symbol;Acc:HGNC:3266] row_147 EIF1AX eukaryotic translation 12665initiation factor-646.8457 1A X-linked-0.6632811 [Source:HGNCYes Symbol;Acc:HGNC:3250] row_148 GLO1 glyoxalase I [Source:HGNC12743 Symbol;Acc:HGNC:4323]-679.44342 -0.663254 Yes row_149 DHX15 DEAH-box helicase 1512799 [Source:HGNC-703.81989 Symbol;Acc:HGNC:2738]-0.6613794 Yes row_150 ERH ERH mRNA splicing and12807 mitosis-710.5639 factor [Source:HGNC-0.655868 Symbol;Acc:HGNC:3447]Yes row_151 GSPT1 G1 to S phase transition12816 1 [Source:HGNC-714.3399 Symbol;Acc:HGNC:4621]-0.6503992 Yes row_152 EIF3D eukaryotic translation 12835initiation factor-724.224 3 subunit-0.6455921 D [Source:HGNCYes Symbol;Acc:HGNC:3278] row_153 SF3A1 splicing factor 3a subunit12838 1 [Source:HGNC-725.65424 Symbol;Acc:HGNC:10765]-0.6395798 Yes row_154 IMPDH2 inosine monophosphate12846 dehydrogenase-728.1358 2 [Source:HGNC-0.6339192 Yes Symbol;Acc:HGNC:6053] row_155 RPS3 ribosomal protein S3 12854[Source:HGNC-733.33789 Symbol;Acc:HGNC:10420]-0.6282145 Yes row_156 XPOT exportin for tRNA [Source:HGNC12872 -745.11029 Symbol;Acc:HGNC:12826]-0.6231555 Yes row_157 SF3B3 splicing factor 3b subunit12873 3 [Source:HGNC-746.48517 Symbol;Acc:HGNC:10770]-0.6168172 Yes row_158 SSB small RNA binding exonuclease12921 -788.9491protection factor-0.6136231 La [Source:HGNCYes Symbol;Acc:HGNC:11316] row_159 RSL1D1 ribosomal L1 domain12950 containing-808.75079 1 [Source:HGNC-0.608844 Symbol;Acc:HGNC:24534]Yes row_160 PA2G4 proliferation-associated12954 2G4 [Source:HGNC-810.77576 Symbol;Acc:HGNC:8550]-0.6021835 Yes row_161 PSMD8 proteasome 26S subunit,12968 non-ATPase-826.44037 8 [Source:HGNC-0.5961357 Symbol;Acc:HGNC:9566]Yes row_162 PPM1G protein phosphatase, 12975Mg2+/Mn2+-832.98468 dependent-0.5895103 1G [Source:HGNCYes Symbol;Acc:HGNC:9278] row_163 STARD7 StAR related lipid transfer12984 domain-835.88245 containing -0.58300947 [Source:HGNCYes Symbol;Acc:HGNC:18063] row_164 CBX3 chromobox 3 [Source:HGNC12987 Symbol;Acc:HGNC:1553]-838.76672 -0.5760366 Yes row_165 PSMD1 proteasome 26S subunit,13000 non-ATPase-848.92377 1 [Source:HGNC-0.5697234 Symbol;Acc:HGNC:9554]Yes row_166 SMARCC1 SWI/SNF related, matrix13016 associated,-865.88831 actin dependent-0.5634897 regulatorYes of chromatin subfamily c member 1 [Source:HGNC Symbol;Acc:HGNC:11104] row_167 PHB2 prohibitin 2 [Source:HGNC13030 Symbol;Acc:HGNC:30306]-879.1936 -0.556994 Yes row_168 TARDBP TAR DNA binding protein13034 [Source:HGNC-881.14319 Symbol;Acc:HGNC:11571]-0.549736 Yes row_169 HNRNPC heterogeneous nuclear13056 ribonucleoprotein-904.54602 C [Source:HGNC-0.5436215 Yes Symbol;Acc:HGNC:5035] row_170 KPNA2 karyopherin subunit alpha13067 2 [Source:HGNC-914.93646 Symbol;Acc:HGNC:6395]-0.5365986 Yes row_171 EPRS1 glutamyl-prolyl-tRNA 13070synthetase-918.43567 1 [Source:HGNC-0.5289493 Symbol;Acc:HGNC:3418]Yes row_172 TUFM Tu translation elongation13129 factor,-978.07751 mitochondrial-0.5249696 [Source:HGNCYes Symbol;Acc:HGNC:12420] row_173 H2AZ1 H2A.Z variant histone13153 1 [Source:HGNC-1005.7172 Symbol;Acc:HGNC:4741]-0.5181453 Yes row_174 PSMD3 proteasome 26S subunit,13161 non-ATPase-1015.6555 3 [Source:HGNC-0.5100434 Symbol;Acc:HGNC:9560]Yes row_175 PSMA7 proteasome 20S subunit13165 alpha-1026.2896 7 [Source:HGNC-0.501553 Symbol;Acc:HGNC:9536]Yes row_176 RPLP0 ribosomal protein lateral13175 stalk subunit-1042.8042 P0 [Source:HGNC-0.4933698 Symbol;Acc:HGNC:10371]Yes row_177 ILF2 interleukin enhancer binding13215 factor-1094.0721 2 [Source:HGNC-0.4869883 Symbol;Acc:HGNC:6037]Yes row_178 RAD23B RAD23 homolog B, nucleotide13228 -1120.9146 excision repair-0.4783656 protein [Source:HGNCYes Symbol;Acc:HGNC:9813] row_179 KPNB1 karyopherin subunit beta13328 1 [Source:HGNC-1367.2808 Symbol;Acc:HGNC:6400]-0.4741387 Yes row_180 XPO1 exportin 1 [Source:HGNC13335 Symbol;Acc:HGNC:12825]-1380.3431 -0.4628657 Yes row_181 HNRNPU heterogeneous nuclear13383 ribonucleoprotein-1549.4451 U [Source:HGNC-0.4532143 Yes Symbol;Acc:HGNC:5048] row_182 PCBP1 poly(rC) binding protein13397 1 [Source:HGNC-1611.0588 Symbol;Acc:HGNC:8647]-0.4405043 Yes row_183 RPL22 ribosomal protein L2213479 [Source:HGNC-2219.9307 Symbol;Acc:HGNC:10315]-0.4276953 Yes row_184 PGK 1.00 phosphoglycerate kinase13500 1 [Source:HGNC-2467.1528 Symbol;Acc:HGNC:8896]-0.4082383 Yes row_185 RPS5 ribosomal protein S5 13502[Source:HGNC-2577.4143 Symbol;Acc:HGNC:10426]-0.3864282 Yes row_186 TRIM28 tripartite motif containing13512 28 [Source:HGNC-2781.1719 Symbol;Acc:HGNC:16384]-0.3634846 Yes row_187 RPL18 ribosomal protein L1813515 [Source:HGNC-2819.5486 Symbol;Acc:HGNC:10310]-0.3396931 Yes row_188 EIF4A1 eukaryotic translation 13517initiation -2847.5481factor 4A1 [Source:HGNC-0.3155893 Symbol;Acc:HGNC:3282]Yes row_189 YWHAQ tyrosine 3-monooxygenase/tryptophan13543 -3553.1133 5-monooxygenase-0.2872843 Yes activation protein theta [Source:HGNC Symbol;Acc:HGNC:12854] row_190 PPIA peptidylprolyl isomerase13546 A [Source:HGNC-3642.3215 Symbol;Acc:HGNC:9253]-0.2565068 Yes row_191 HNRNPA2B1 heterogeneous nuclear13555 ribonucleoprotein-3850.2842 A2/B1-0.2244108 [Source:HGNCYes Symbol;Acc:HGNC:5033] row_192 RPS6 ribosomal protein S6 13557[Source:HGNC-3874.8772 Symbol;Acc:HGNC:10429]-0.1915841 Yes row_193 PABPC1 poly(A) binding protein13563 cytoplasmic-4034.8516 1 [Source:HGNC-0.1576973 Symbol;Acc:HGNC:8554]Yes row_194 RACK1 receptor for activated 13568C kinase -4328.49611 [Source:HGNC-0.1212426 Symbol;Acc:HGNC:4399]Yes row_195 HNRNPA1 heterogeneous nuclear13585 ribonucleoprotein-6266.3975 A1 -0.0692281[Source:HGNCYes Symbol;Acc:HGNC:5031] row_196 RPS2 ribosomal protein S2 13593[Source:HGNC-8328.8271 Symbol;Acc:HGNC:10404]9.69E-04 Yes CORE ENRICHMENT

NAME SYMBOL TITLE RANK IN GENERANK LIST METRICRUNNING SCORE ES CORE ENRICHMENT row_0 SRSF10 serine and arginine rich splicing495 133.72377 factor 10 [Source:HGNC-0.0347329 Symbol;Acc:HGNC:16713]No row_1 ARID4A AT-rich interaction domain529 4A 126.302185[Source:HGNC-0.0351759 Symbol;Acc:HGNC:9885]No row_2 SLC38A1 solute carrier family 38 member623 107.562988 1 [Source:HGNC-0.0403864 Symbol;Acc:HGNC:13447]No row_3 STMN1 stathmin 1 [Source:HGNC647 Symbol;Acc:HGNC:6510]104.083931 -0.0404391 No row_4 NUP50 nucleoporin 50 [Source:HGNC752 90.4270859 Symbol;Acc:HGNC:8065]-0.0467422 No row_5 AURKA aurora kinase A [Source:HGNC759 89.5569382 Symbol;Acc:HGNC:11393]-0.0457604 No row_6 RBM14 RNA binding motif protein877 14 76.4854202[Source:HGNC-0.0532542 Symbol;Acc:HGNC:14219]No row_7 PLK4 polo like kinase 4 [Source:HGNC1145 55.819191 Symbol;Acc:HGNC:11397]-0.0722491 No row_8 NOTCH2 notch receptor 2 [Source:HGNC1568 22.5436935 Symbol;Acc:HGNC:7882]-0.1033187 No row_9 CDK1 cyclin dependent kinase1798 1 [Source:HGNC-12.140559 Symbol;Acc:HGNC:1722]-0.1201802 No row_10 EXO1 exonuclease 1 [Source:HGNC1871 -12.892405Symbol;Acc:HGNC:3511]-0.1253368 No row_11 PRMT5 protein arginine methyltransferase2014 -14.106836 5 [Source:HGNC-0.1356875 Symbol;Acc:HGNC:10894]No row_12 DKC1 dyskerin pseudouridine2193 synthase-15.579227 1 [Source:HGNC-0.1486959 Symbol;Acc:HGNC:2890]No row_13 H2AZ2 H2A.Z variant histone 22207 [Source:HGNC-15.661372 Symbol;Acc:HGNC:20664]-0.1494143 No row_14 NUSAP1 nucleolar and spindle associated2214 -15.740179 protein 1 [Source:HGNC-0.14961 NoSymbol;Acc:HGNC:18538] row_15 PML PML nuclear body scaffold2230 [Source:HGNC-15.870028 Symbol;Acc:HGNC:9113]-0.150474 No row_16 NEK2 NIMA related kinase 2 [Source:HGNC2769 -20.512587 Symbol;Acc:HGNC:7745]-0.1902153 No row_17 FBXO5 F-box protein 5 [Source:HGNC3163 -23.94738Symbol;Acc:HGNC:13584]-0.2191027 No row_18 JPT1 Jupiter microtubule associated3170 -23.992151 homolog 1 [Source:HGNC-0.2191669 NoSymbol;Acc:HGNC:14569] row_19 PTTG1 PTTG1 regulator of sister3194 chromatid-24.23123 separation,-0.2204933 securin [Source:HGNCNo Symbol;Acc:HGNC:9690] row_20 POLQ DNA polymerase theta 3420[Source:HGNC-26.392439 Symbol;Acc:HGNC:9186]-0.2368296 No row_21 CENPA centromere protein A [Source:HGNC3439 -26.564247 Symbol;Acc:HGNC:1851]-0.2377464 No row_22 KMT5A lysine methyltransferase3505 5A [Source:HGNC-27.380651 Symbol;Acc:HGNC:29489]-0.2421506 No row_23 BCL3 BCL3 transcription coactivator3599 [Source:HGNC-28.47468 -0.2486228 Symbol;Acc:HGNC:998]No row_24 HMGA1 high mobility group AT-hook3614 1-28.653833 [Source:HGNC-0.2492084 Symbol;Acc:HGNC:5010]No row_25 CENPE centromere protein E [Source:HGNC3725 -29.917566 Symbol;Acc:HGNC:1856]-0.2569236 No row_26 CHEK1 checkpoint kinase 1 [Source:HGNC3734 -30.025553 Symbol;Acc:HGNC:1925]-0.2570404 No row_27 NUP98 nucleoporin 98 and 963764 precursor-30.45174 [Source:HGNC-0.2587145 Symbol;Acc:HGNC:8068]No row_28 CDKN3 cyclin dependent kinase3845 inhibitor-31.46172 3 [Source:HGNC-0.2641708 Symbol;Acc:HGNC:1791]No row_29 HUS1 HUS1 checkpoint clamp4028 component-33.576889 [Source:HGNC-0.2771899 Symbol;Acc:HGNC:5309]No row_30 MTF2 metal response element4037 binding-33.728752 transcription-0.2772477 factor 2 [Source:HGNCNo Symbol;Acc:HGNC:29535] row_31 RAD54L RAD54 like [Source:HGNC4194 Symbol;Acc:HGNC:9826]-35.597256 -0.2882983 No row_32 CHMP1A charged multivesicular 4431body protein-38.242573 1A [Source:HGNC-0.3052647 Symbol;Acc:HGNC:8740]No row_33 KIF2C kinesin family member 45082C [Source:HGNC-39.165268 Symbol;Acc:HGNC:6393]-0.3103002 No row_34 CUL3 cullin 3 [Source:HGNC 4719Symbol;Acc:HGNC:2553]-41.466957 -0.3252789 No row_35 TRAIP TRAF interacting protein4725 [Source:HGNC-41.51012 Symbol;Acc:HGNC:30764]-0.3249891 No row_36 DTYMK deoxythymidylate kinase4751 [Source:HGNC-41.814102 Symbol;Acc:HGNC:3061]-0.326184 No row_37 BARD1 BRCA1 associated RING4797 domain-42.377369 1 [Source:HGNC-0.3288595 Symbol;Acc:HGNC:952]No row_38 ODF2 outer dense fiber of sperm4825 tails-42.705204 2 [Source:HGNC-0.3301891 Symbol;Acc:HGNC:8114]No row_39 TTK TTK protein kinase [Source:HGNC4907 -43.637138 Symbol;Acc:HGNC:12401]-0.3355257 No row_40 CDC45 cell division cycle 45 [Source:HGNC5123 -46.428223 Symbol;Acc:HGNC:1739]-0.3507976 No row_41 CDKN2C cyclin dependent kinase5190 inhibitor-47.380005 2C [Source:HGNC-0.3549573 Symbol;Acc:HGNC:1789]No row_42 TLE3 TLE family member 3, 5206transcriptional-47.593224 corepressor-0.3553152 [Source:HGNCNo Symbol;Acc:HGNC:11839] row_43 DMD dystrophin [Source:HGNC5282 Symbol;Acc:HGNC:2928]-48.756283 -0.3601232 No row_44 AMD 1.00 adenosylmethionine decarboxylase5300 -48.989536 1 [Source:HGNC-0.3606079 Symbol;Acc:HGNC:457]No row_45 KIF23 kinesin family member 531923 [Source:HGNC-49.317059 Symbol;Acc:HGNC:6392]-0.3611617 No row_46 TRA2B transformer 2 beta homolog5401 [Source:HGNC-50.453259 Symbol;Acc:HGNC:10781]-0.3663895 No row_47 BIRC5 baculoviral IAP repeat containing5531 -52.503952 5 [Source:HGNC-0.3751595 Symbol;Acc:HGNC:593]No row_48 NUMA1 nuclear mitotic apparatus5689 protein-54.966728 1 [Source:HGNC-0.3859756 Symbol;Acc:HGNC:8059]No row_49 H2BC12 H2B clustered histone 574112 [Source:HGNC-55.701981 Symbol;Acc:HGNC:13954]-0.3888854 No row_50 SFPQ splicing factor proline and5777 glutamine-56.340992 rich [Source:HGNC-0.3905933 Symbol;Acc:HGNC:10774]No row_51 SUV39H1 suppressor of variegation5810 3-9 homolog-56.955692 1 [Source:HGNC-0.392068 Symbol;Acc:HGNC:11479]No row_52 NDC80 NDC80 kinetochore complex5862 component-57.906651 [Source:HGNC-0.3949426 Symbol;Acc:HGNC:16909]No row_53 AURKB aurora kinase B [Source:HGNC5973 -59.882671 Symbol;Acc:HGNC:11390]-0.4021798 No row_54 EZH2 enhancer of zeste 2 polycomb6091 -62.582741 repressive complex-0.4098953 2 subunitNo [Source:HGNC Symbol;Acc:HGNC:3527] row_55 PBK PDZ binding kinase [Source:HGNC6184 -64.066917 Symbol;Acc:HGNC:18282]-0.4157252 No row_56 EWSR1 EWS RNA binding protein6315 1 [Source:HGNC-66.781548 Symbol;Acc:HGNC:3508]-0.4243419 No row_57 PRC1 protein regulator of cytokinesis6429 -69.195747 1 [Source:HGNC-0.431654 Symbol;Acc:HGNC:9341]No row_58 MNAT1 MNAT1 component of 6452CDK activating-69.743767 kinase-0.4321799 [Source:HGNCNo Symbol;Acc:HGNC:7181] row_59 GINS2 GINS complex subunit6561 2 [Source:HGNC-72.005676 Symbol;Acc:HGNC:24575]-0.4390748 No row_60 DBF4 DBF4 zinc finger [Source:HGNC6652 -74.192108 Symbol;Acc:HGNC:17364]-0.4445942 No row_61 SYNCRIP synaptotagmin binding6810 cytoplasmic-77.959984 RNA interacting-0.4550435 proteinNo [Source:HGNC Symbol;Acc:HGNC:16918] row_62 RASAL2 RAS protein activator like7033 2 [Source:HGNC-83.569229 Symbol;Acc:HGNC:9874]-0.4702443 No row_63 KIF20B kinesin family member 705020B [Source:HGNC-83.883072 Symbol;Acc:HGNC:7212]-0.4700978 No row_64 NOLC1 nucleolar and coiled-body7096 phosphoprotein-85.067085 1-0.4720923 [Source:HGNCNo Symbol;Acc:HGNC:15608] row_65 POLA2 DNA polymerase alpha 71302, accessory-85.953621 subunit -0.4731789[Source:HGNCNo Symbol;Acc:HGNC:30073] row_66 TROAP trophinin associated protein7151 [Source:HGNC-86.389275 Symbol;Acc:HGNC:12327]-0.4732904 No row_67 UPF1 UPF1 RNA helicase and7228 ATPase-88.318268 [Source:HGNC-0.4775418 Symbol;Acc:HGNC:9962]No row_68 FANCC FA complementation group7283 C [Source:HGNC-89.90239 -0.4801295 Symbol;Acc:HGNC:3584]No row_69 CDC7 cell division cycle 7 [Source:HGNC7344 -91.169502 Symbol;Acc:HGNC:1745]-0.4831438 No row_70 ESPL1 extra spindle pole bodies7348 like 1,-91.336487 separase [Source:HGNC-0.4819102 Symbol;Acc:HGNC:16856]No row_71 CDC25A cell division cycle 25A [Source:HGNC7358 -91.505447 Symbol;Acc:HGNC:1725]-0.4811208 No row_72 TFDP1 transcription factor Dp-17376 [Source:HGNC-92.045364 Symbol;Acc:HGNC:11749]-0.4809187 No row_73 WRN WRN RecQ like helicase7420 [Source:HGNC-93.149597 Symbol;Acc:HGNC:12791]-0.4826353 No row_74 YTHDC1 YTH domain containing7430 1 [Source:HGNC-93.257462 Symbol;Acc:HGNC:30626]-0.4818179 No row_75 ORC5 origin recognition complex7626 subunit-98.557083 5 [Source:HGNC-0.4947687 Symbol;Acc:HGNC:8491]No row_76 MAD2L1 mitotic arrest deficient 27701 like 1 [Source:HGNC-100.91022 -0.4986703 Symbol;Acc:HGNC:6763]No row_77 CCNB2 cyclin B2 [Source:HGNC7747 Symbol;Acc:HGNC:1580]-102.57158 -0.5003856 No row_78 UBE2C ubiquitin conjugating enzyme7765 -102.99552E2 C [Source:HGNC-0.5000088 Symbol;Acc:HGNC:15937]No row_79 E2F3 E2F transcription factor7825 3 [Source:HGNC-104.78731 Symbol;Acc:HGNC:3115]-0.5027313 No row_80 CDC25B cell division cycle 25B [Source:HGNC7862 -106.17209 Symbol;Acc:HGNC:1726]-0.5037189 No row_81 CBX1 chromobox 1 [Source:HGNC7879 Symbol;Acc:HGNC:1551]-106.52879 -0.5032112 No row_82 SRSF2 serine and arginine rich7917 splicing -107.8864factor 2 [Source:HGNC-0.5042458 Symbol;Acc:HGNC:10783]No row_83 PURA purine rich element binding7972 protein-109.50436 A [Source:HGNC-0.5065208 Symbol;Acc:HGNC:9701]No row_84 CCNT1 cyclin T1 [Source:HGNC7986 Symbol;Acc:HGNC:1599]-109.96906 -0.5057348 No row_85 SAP30 Sin3A associated protein8030 30 [Source:HGNC-111.43317 Symbol;Acc:HGNC:10532]-0.5071598 No row_86 BUB1 BUB1 mitotic checkpoint8092 serine/threonine-113.9671 kinase-0.5098848 [Source:HGNCNo Symbol;Acc:HGNC:1148] row_87 KIF4A kinesin family member 81744A [Source:HGNC-116.73381 Symbol;Acc:HGNC:13339]-0.5140554 No row_88 MAPK14 mitogen-activated protein8225 kinase-119.39951 14 [Source:HGNC-0.5158746 Symbol;Acc:HGNC:6876]No row_89 E2F1 E2F transcription factor8378 1 [Source:HGNC-125.27557 Symbol;Acc:HGNC:3113]-0.5251967 No row_90 KIF11 kinesin family member 841411 [Source:HGNC-126.267 Symbol;Acc:HGNC:6388]-0.5257892 No row_91 RACGAP1 Rac GTPase activating 8426protein -126.518351 [Source:HGNC-0.5245903 Symbol;Acc:HGNC:9804]No row_92 CKS1B CDC28 protein kinase regulatory8463 -127.76732 subunit 1B -0.5252333[Source:HGNCNo Symbol;Acc:HGNC:19083] row_93 NASP nuclear autoantigenic sperm8688 protein-136.51584 [Source:HGNC-0.5397385 Symbol;Acc:HGNC:7644]No row_94 CCNF cyclin F [Source:HGNC8700 Symbol;Acc:HGNC:1591]-136.92657 -0.5383735 No row_95 SMC2 structural maintenance 8705of chromosomes-137.05138 2 [Source:HGNC-0.5364852 NoSymbol;Acc:HGNC:14011] row_96 CASP8AP2 caspase 8 associated protein8716 2-137.65048 [Source:HGNC-0.5350342 Symbol;Acc:HGNC:1510]No row_97 CCNA2 cyclin A2 [Source:HGNC8797 Symbol;Acc:HGNC:1578]-140.82231 -0.5387459 No row_98 BUB3 BUB3 mitotic checkpoint8887 protein-144.62422 [Source:HGNC-0.5430674 Symbol;Acc:HGNC:1151]No row_99 CKS2 CDC28 protein kinase regulatory8963 -148.28918 subunit 2 [Source:HGNC-0.5462877 No Symbol;Acc:HGNC:2000] row_100 ODC1 ornithine decarboxylase8964 1 [Source:HGNC-148.41666 Symbol;Acc:HGNC:8109]-0.5439202 No row_101 LMNB1 lamin B1 [Source:HGNC8992 Symbol;Acc:HGNC:6637]-149.72861 -0.5435426 No row_102 HMGB3 high mobility group box9095 3 [Source:HGNC-154.35699 Symbol;Acc:HGNC:5004]-0.548677 No row_103 MAP3K20 mitogen-activated protein9106 kinase-154.85654 kinase kinase-0.5469515 20 [Source:HGNCNo Symbol;Acc:HGNC:17797] row_104 CHAF1A chromatin assembly factor9201 1 subunit-158.64874 A [Source:HGNC-0.5514216 Symbol;Acc:HGNC:1910]No row_105 TGFB1 transforming growth factor9212 beta-159.09102 1 [Source:HGNC-0.5496286 Symbol;Acc:HGNC:11766]No row_106 INCENP inner centromere protein9294 [Source:HGNC-163.00812 Symbol;Acc:HGNC:6058]-0.553061 No row_107 SMC4 structural maintenance 9411of chromosomes-170.12029 4 [Source:HGNC-0.5589865 NoSymbol;Acc:HGNC:14013] row_108 CDC20 cell division cycle 20 [Source:HGNC9422 -170.53409 Symbol;Acc:HGNC:1723]-0.557011 No row_109 HNRNPD heterogeneous nuclear9583 ribonucleoprotein-179.479 D [Source:HGNC-0.5660643 No Symbol;Acc:HGNC:5036] row_110 SRSF1 serine and arginine rich9733 splicing -186.9841factor 1 [Source:HGNC-0.5741786 Symbol;Acc:HGNC:10780]No row_111 RPA2 replication protein A2 [Source:HGNC9848 -194.95108 Symbol;Acc:HGNC:10290]-0.5795592 No row_112 MCM5 minichromosome maintenance9850 -195.02733 complex component-0.5765226 5 [Source:HGNCNo Symbol;Acc:HGNC:6948] row_113 LIG3 DNA ligase 3 [Source:HGNC9861 Symbol;Acc:HGNC:6600]-195.5159 -0.5741485 No row_114 EFNA5 ephrin A5 [Source:HGNC9992 Symbol;Acc:HGNC:3225]-204.29659 -0.5805717 No row_115 MYBL2 MYB proto-oncogene10018 like 2 [Source:HGNC-206.67432 Symbol;Acc:HGNC:7548]-0.5791367 No row_116 TACC3 transforming acidic coiled-coil10151 -215.93233containing protein-0.5855232 3 [Source:HGNCNo Symbol;Acc:HGNC:11524] row_117 SS18 SS18 subunit of BAF 10177chromatin-217.51537 remodeling complex-0.5839154 [Source:HGNCNo Symbol;Acc:HGNC:11340] row_118 TENT4A terminal nucleotidyltransferase10203 -219.223914A [Source:HGNC-0.5822803 Symbol;Acc:HGNC:16705]No row_119 SLC12A2 solute carrier family 1210230 member-221.80647 2 [Source:HGNC-0.5806785 Symbol;Acc:HGNC:10911]No row_120 TMPO thymopoietin [Source:HGNC10339 Symbol;Acc:HGNC:11875]-230.53242 -0.5850446 No row_121 MKI67 marker of proliferation10388 Ki-67 [Source:HGNC-233.69356 Symbol;Acc:HGNC:7107]-0.5848917 No row_122 STAG1 stromal antigen 1 [Source:HGNC10529 -244.89174 Symbol;Acc:HGNC:11354]-0.591412 No row_123 KIF22 kinesin family member10673 22 [Source:HGNC-257.79898 Symbol;Acc:HGNC:6391]-0.5979498 No row_124 CUL5 cullin 5 [Source:HGNC10689 Symbol;Acc:HGNC:2556]-259.2012 -0.5949323 No row_125 SMAD3 SMAD family member10796 3 [Source:HGNC-269.55249 Symbol;Acc:HGNC:6769]-0.598527 No row_126 UCK2 uridine-cytidine kinase10840 2 [Source:HGNC-274.98001 Symbol;Acc:HGNC:12562]-0.597343 No row_127 SNRPD1 small nuclear ribonucleoprotein10902 -281.40021 D1 polypeptide-0.5973973 [Source:HGNCNo Symbol;Acc:HGNC:11158] row_128 E2F4 E2F transcription factor10993 4 [Source:HGNC-290.7146 Symbol;Acc:HGNC:3118]-0.5994628 No row_129 MEIS2 Meis homeobox 2 [Source:HGNC11072 -298.88486 Symbol;Acc:HGNC:7001]-0.6005043 No row_130 MCM3 minichromosome maintenance11267 -322.37292 complex component-0.6098104 3 [Source:HGNCNo Symbol;Acc:HGNC:6945] row_131 G3BP1 G3BP stress granule assembly11399 -336.71732 factor 1 [Source:HGNC-0.6141956 Symbol;Acc:HGNC:30292]Yes row_132 ABL1 ABL proto-oncogene 114071, non-receptor-338.06058 tyrosine-0.6093243 kinase [Source:HGNCYes Symbol;Acc:HGNC:76] row_133 POLE DNA polymerase epsilon,11436 catalytic-340.27371 subunit [Source:HGNC-0.6059817 Symbol;Acc:HGNC:9177]Yes row_134 DDX39A DExD-box helicase 39A11514 [Source:HGNC-351.53784 Symbol;Acc:HGNC:17821]-0.6061087 Yes row_135 PDS5B PDS5 cohesin associated11529 factor-353.74277 B [Source:HGNC-0.6015086 Symbol;Acc:HGNC:20418]Yes row_136 NSD2 nuclear receptor binding11532 SET domain-354.18997 protein-0.5960076 2 [Source:HGNCYes Symbol;Acc:HGNC:12766] row_137 TPX2 TPX2 microtubule nucleation11534 factor-354.46402 [Source:HGNC-0.5904278 Symbol;Acc:HGNC:1249]Yes row_138 CENPF centromere protein F 11535[Source:HGNC-354.77417 Symbol;Acc:HGNC:1857]-0.5847685 Yes row_139 MCM2 minichromosome maintenance11551 -357.37616 complex component-0.5801849 2 [Source:HGNCYes Symbol;Acc:HGNC:6944] row_140 ILF3 interleukin enhancer binding11585 factor-361.5907 3 [Source:HGNC-0.5768746 Symbol;Acc:HGNC:6038]Yes row_141 CTCF CCCTC-binding factor11643 [Source:HGNC-370.00684 Symbol;Acc:HGNC:13723]-0.5752175 Yes row_142 CUL4A cullin 4A [Source:HGNC11667 Symbol;Acc:HGNC:2554]-372.9769 -0.5709809 Yes row_143 LBR lamin B receptor [Source:HGNC11677 -374.57886 Symbol;Acc:HGNC:6518]-0.5656759 Yes row_144 MT2A metallothionein 2A [Source:HGNC11755 -385.98254 Symbol;Acc:HGNC:7406]-0.5652536 Yes row_145 DR1 down-regulator of transcription11757 -386.31314 1 [Source:HGNC-0.5591657 Symbol;Acc:HGNC:3017]Yes row_146 TNPO2 transportin 2 [Source:HGNC11794 Symbol;Acc:HGNC:19998]-392.90076 -0.5555794 Yes row_147 HIRA histone cell cycle regulator11944 [Source:HGNC-423.70001 Symbol;Acc:HGNC:4916]-0.5599177 Yes row_148 FOXN3 forkhead box N3 [Source:HGNC11948 -424.52899 Symbol;Acc:HGNC:1928]-0.5533691 Yes row_149 CUL1 cullin 1 [Source:HGNC12227 Symbol;Acc:HGNC:2551]-487.68832 -0.5662942 Yes row_150 PRPF4B pre-mRNA processing12247 factor 4B-492.95303 [Source:HGNC-0.5598458 Symbol;Acc:HGNC:17346]Yes row_151 SLC7A1 solute carrier family 7 12328member -521.001951 [Source:HGNC-0.557493 Symbol;Acc:HGNC:11057]Yes row_152 ATF5 activating transcription12389 factor 5-537.63489 [Source:HGNC-0.5533854 Symbol;Acc:HGNC:790]Yes row_153 MEIS1 Meis homeobox 1 [Source:HGNC12427 -553.81909 Symbol;Acc:HGNC:7000]-0.5473067 Yes row_154 H2AX H2A.X variant histone12475 [Source:HGNC-569.98444 Symbol;Acc:HGNC:4739]-0.5417149 Yes row_155 CDK4 cyclin dependent kinase12533 4 [Source:HGNC-586.95557 Symbol;Acc:HGNC:1773]-0.5365971 Yes row_156 CDKN1B cyclin dependent kinase12554 inhibitor-594.79688 1B [Source:HGNC-0.5285986 Symbol;Acc:HGNC:1785]Yes row_157 TOP2A DNA topoisomerase II12642 alpha [Source:HGNC-636.25903 Symbol;Acc:HGNC:11989]-0.5249286 Yes row_158 ATRX ATRX chromatin remodeler12739 [Source:HGNC-676.07898 Symbol;Acc:HGNC:886]-0.5212937 Yes row_159 HIF1A hypoxia inducible factor12801 1 subunit-705.68658 alpha [Source:HGNC-0.5145799 Symbol;Acc:HGNC:4910]Yes row_160 GSPT1 G1 to S phase transition12816 1 [Source:HGNC-714.3399 Symbol;Acc:HGNC:4621]-0.5042276 Yes row_161 TOP 1.00 DNA topoisomerase I 12996[Source:HGNC-845.62341 Symbol;Acc:HGNC:11986]-0.5040698 Yes row_162 UBE2S ubiquitin conjugating 13006enzyme -854.74939E2 S [Source:HGNC-0.4911053 Symbol;Acc:HGNC:17895]Yes row_163 SMARCC1 SWI/SNF related, matrix13016 associated,-865.88831 actin dependent-0.4779632 regulatorYes of chromatin subfamily c member 1 [Source:HGNC Symbol;Acc:HGNC:11104] row_164 KPNA2 karyopherin subunit alpha13067 2 [Source:HGNC-914.93646 Symbol;Acc:HGNC:6395]-0.4670922 Yes row_165 CCND1 cyclin D1 [Source:HGNC13099 Symbol;Acc:HGNC:1582]-947.91846 -0.45428 Yes row_166 H2AZ1 H2A.Z variant histone13153 1 [Source:HGNC-1005.7172 Symbol;Acc:HGNC:4741]-0.4421843 Yes row_167 RAD23B RAD23 homolog B, nucleotide13228 -1120.9146 excision repair-0.4298151 protein [Source:HGNCYes Symbol;Acc:HGNC:9813] row_168 RAD21 RAD21 cohesin complex13266 component-1197.0808 [Source:HGNC-0.4134752 Symbol;Acc:HGNC:9811]Yes row_169 KIF5B kinesin family member13308 5B [Source:HGNC-1318.3112 Symbol;Acc:HGNC:6324]-0.3954994 Yes row_170 KPNB1 karyopherin subunit beta13328 1 [Source:HGNC-1367.2808 Symbol;Acc:HGNC:6400]-0.3751039 Yes row_171 XPO1 exportin 1 [Source:HGNC13335 Symbol;Acc:HGNC:12825]-1380.3431 -0.3535319 Yes row_172 SQLE squalene epoxidase [Source:HGNC13381 -1530.3182 Symbol;Acc:HGNC:11279]-0.3324721 Yes row_173 HNRNPU heterogeneous nuclear13383 ribonucleoprotein-1549.4451 U [Source:HGNC-0.3078302 Yes Symbol;Acc:HGNC:5048] row_174 SLC7A5 solute carrier family 7 13439member -1887.40265 [Source:HGNC-0.2818191 Symbol;Acc:HGNC:11063]Yes row_175 HMGN2 high mobility group nucleosomal13450 -2000.1737 binding domain-0.2506576 2 [Source:HGNCYes Symbol;Acc:HGNC:4986] row_176 PAFAH1B1 platelet activating factor13454 acetylhydrolase-2039.5105 1b regulatory-0.2183473 subunitYes 1 [Source:HGNC Symbol;Acc:HGNC:8574] row_177 NCL nucleolin [Source:HGNC13532 Symbol;Acc:HGNC:7667]-3250.1819 -0.1722359 Yes row_178 MARCKS myristoylated alanine 13553rich protein-3776.4138 kinase C substrate-0.113485 [Source:HGNCYes Symbol;Acc:HGNC:6759]