| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "A2ML1", | |
| "ABCA3", | |
| "ACAN", | |
| "AADACL2", | |
| "ABCA2", | |
| "ABCC5", | |
| "AAGAB", | |
| "ABCB5", | |
| "ADCY8", | |
| "ABCB10", | |
| "AARS1", | |
| "ACVR2A", | |
| "ACRV1", | |
| "ABHD17B", | |
| "ABCC10", | |
| "ACAD8", | |
| "ACOX3", | |
| "ABCA4", | |
| "ABCC13", | |
| "ACP1", | |
| "ACTRT3", | |
| "ADAMTS9", | |
| "ABCA10", | |
| "ACSM5", | |
| "ABCC3", | |
| "ACAA2", | |
| "A4GALT", | |
| "ABCB1", | |
| "ACP2", | |
| "ACAP1", | |
| "ADARB2-AS1", | |
| "ABCA12", | |
| "ABITRAM", | |
| "ADCY4", | |
| "AHI1", | |
| "ABHD8", | |
| "ADAMDEC1", | |
| "ACADL", | |
| "ABCC11", | |
| "ACP4", | |
| "ACADSB", | |
| "ACOT7", | |
| "ACAD9", | |
| "ABCC6", | |
| "ABTB2", | |
| "ACOT12", | |
| "ADAMTS18", | |
| "ADAM12", | |
| "ACOT4", | |
| "ABRA", | |
| "ACAP3", | |
| "ADIG", | |
| "ACTL7B", | |
| "ABCA8", | |
| "ADIRF", | |
| "ADCY6", | |
| "ABRAXAS1", | |
| "ACACB", | |
| "ACSBG2", | |
| "ACOT1", | |
| "ACER1", | |
| "ABCC8", | |
| "ACSM3", | |
| "AACS", | |
| "ADAMTSL5", | |
| "ABHD15", | |
| "ADAMTS4", | |
| "ABCA1", | |
| "ABHD3", | |
| "ADAM30", | |
| "ALOX12B", | |
| "ACTG2", | |
| "ACYP1", | |
| "ACTR1A", | |
| "ACBD5", | |
| "ACP6", | |
| "ABHD11", | |
| "ADGRF2P", | |
| "ABCC12", | |
| "ABRAXAS2", | |
| "ABCB11", | |
| "AAMP", | |
| "ADORA2A", | |
| "ABHD14B", | |
| "ACTL7A", | |
| "ACTRT2", | |
| "ACTR10", | |
| "ADGRA3", | |
| "ACER3", | |
| "ACD", | |
| "ACTG1", | |
| "ADAP1", | |
| "ADGRD2", | |
| "ADH1B", | |
| "ACBD4", | |
| "ANKRD40", | |
| "ADAMTSL3", | |
| "ADRB1", | |
| "ACADVL", | |
| "ADH1A", | |
| "AGBL5", | |
| "ADCYAP1R1", | |
| "ADAM22", | |
| "ADAM20P1", | |
| "ADAM5", | |
| "ACOT13", | |
| "ABHD6", | |
| "ABCF3", | |
| "ACBD7", | |
| "ARAP2", | |
| "ACAD11", | |
| "ADO", | |
| "ABCA7", | |
| "ALDH3B2", | |
| "ALS2", | |
| "ABCG5", | |
| "ADAMTS3", | |
| "ADGRA1", | |
| "ACOT11", | |
| "ACAP2", | |
| "ADAM32", | |
| "AFDN", | |
| "ANKRD33", | |
| "ABHD17A", | |
| "ABHD14A", | |
| "ANKRD19P", | |
| "ADCY2", | |
| "AANAT", | |
| "A1BG", | |
| "AFAP1", | |
| "ANKFY1", | |
| "ADAM18", | |
| "ANXA13", | |
| "AQP7", | |
| "ADAMTS19", | |
| "ACVR1B", | |
| "ALX3", | |
| "ANKFN1", | |
| "ACE2", | |
| "AGRP", | |
| "AARS2", | |
| "ABCD4", | |
| "ALX1", | |
| "ACKR4", | |
| "ACSM1", | |
| "APOA5", | |
| "ABCC4", | |
| "ADORA1", | |
| "APCDD1L", | |
| "ACSL6", | |
| "AMBRA1", | |
| "AGRN", | |
| "ADGRA2", | |
| "ABT1", | |
| "ACOXL", | |
| "AGBL3", | |
| "ADSS2", | |
| "ALDH7A1", | |
| "ACADM", | |
| "AASS", | |
| "ADGRV1", | |
| "AP3D1", | |
| "AK8", | |
| "ALG11", | |
| "ANKRD52", | |
| "AGAP1", | |
| "AMDHD2", | |
| "ADRA1D", | |
| "ADRA2B", | |
| "AHCYL2", | |
| "ALPK3", | |
| "APRG1", | |
| "ACLY", | |
| "ACTL9", | |
| "ADAM29", | |
| "APOO", | |
| "BEND4", | |
| "AKAP5", | |
| "ANKRD33B", | |
| "ADAM20", | |
| "ACP3", | |
| "ADAMTS14", | |
| "ANKRD2", | |
| "AMZ1", | |
| "ANO6", | |
| "ABCC2", | |
| "BANK1", | |
| "ALDOB", | |
| "ABCE1", | |
| "AKAP4", | |
| "ADD1", | |
| "AADAT", | |
| "ACTA1", | |
| "ALOX12", | |
| "ACSS2", | |
| "ACBD6", | |
| "ANGPTL6", | |
| "ACADS", | |
| "ALPI", | |
| "ADM2", | |
| "ALAD", | |
| "A1BG-AS1", | |
| "ANGPT1", | |
| "ACTA2", | |
| "AKR1C4", | |
| "ADGRG6", | |
| "ADORA2A-AS1", | |
| "ACSL4", | |
| "C9orf43", | |
| "AIFM1", | |
| "AAAS", | |
| "AGXT", | |
| "AHR", | |
| "ACACA", | |
| "ADSL", | |
| "ALDH3A1", | |
| "ABHD16B", | |
| "ARMH4", | |
| "ABL2", | |
| "ACTL6A", | |
| "APOBEC3C", | |
| "ACTR8", | |
| "ALDH4A1", | |
| "ARHGAP22", | |
| "ADGRB3", | |
| "ANGEL1", | |
| "ACTR5", | |
| "ANKRD35", | |
| "ANGEL2", | |
| "AKT1S1", | |
| "ABHD1", | |
| "ACKR1", | |
| "AKAP14", | |
| "AFG2B", | |
| "ABLIM2", | |
| "ACTR6", | |
| "BBOF1", | |
| "BIRC8", | |
| "ANAPC15", | |
| "C12orf57", | |
| "ANKRD13C", | |
| "ADCY9", | |
| "ADCYAP1", | |
| "APH1A", | |
| "ALDH16A1", | |
| "ADAMTSL4", | |
| "ACTR3C", | |
| "ARHGEF15", | |
| "DCAF4L2", | |
| "AGBL1", | |
| "ADSS1", | |
| "ANO8", | |
| "AHNAK2", | |
| "AVPR1B", | |
| "ALOXE3", | |
| "ARHGAP8", | |
| "AWAT1", | |
| "ADAM23", | |
| "AEBP2", | |
| "AGMAT", | |
| "BMP8A", | |
| "ATAT1", | |
| "ABHD4", | |
| "ADGRF4", | |
| "ANAPC7", | |
| "AHCY", | |
| "AFF3", | |
| "ADPRM", | |
| "ADIPOQ", | |
| "BCAP29", | |
| "ANK1", | |
| "ACBD3", | |
| "ARHGAP35", | |
| "ABCG4", | |
| "ACE", | |
| "ADAM2", | |
| "ASGR2", | |
| "ALPG", | |
| "ABCG8", | |
| "ARHGAP32", | |
| "AVPR2", | |
| "ADISSP", | |
| "ADCK1", | |
| "ADGRB1", | |
| "ART5", | |
| "ADM", | |
| "ARMCX4", | |
| "AHRR", | |
| "ADCY5", | |
| "ARHGEF35", | |
| "AFMID", | |
| "AMN", | |
| "AKR1D1", | |
| "AGPS", | |
| "APBA2", | |
| "ADGRB2", | |
| "AK1", | |
| "ADAM11", | |
| "ANAPC4", | |
| "ACTL6B", | |
| "APBA1", | |
| "AOC4P", | |
| "ADAMTS7", | |
| "AGGF1", | |
| "AP3S2", | |
| "AKR7A3", | |
| "ADORA3", | |
| "AGPAT4-IT1", | |
| "ALG6", | |
| "ARMC3", | |
| "ANKRD36BP1", | |
| "CCDC159", | |
| "CCL16", | |
| "AMELX", | |
| "ACTR3", | |
| "AQP1", | |
| "ABR", | |
| "ARID4B", | |
| "ATRIP", | |
| "AOX1", | |
| "AADAC", | |
| "ALS2CL", | |
| "CA3", | |
| "ADGRG3", | |
| "AMFR", | |
| "BCLAF1", | |
| "ANO1", | |
| "AGTR1", | |
| "B3GNT6", | |
| "AKAP12", | |
| "ANKRD31", | |
| "ABTB1", | |
| "AGXT2", | |
| "ANKLE2", | |
| "APCS", | |
| "ALDH9A1", | |
| "AGK", | |
| "ADIPOR2", | |
| "AMHR2", | |
| "ADPRH", | |
| "BATF3", | |
| "AQP5", | |
| "ALX4", | |
| "ACTR3B", | |
| "ARHGAP6", | |
| "ASB4", | |
| "ABCA5", | |
| "CCSAP", | |
| "ATP11C", | |
| "ADHFE1", | |
| "ANO5", | |
| "ARAF", | |
| "ABCA9", | |
| "ATG10", | |
| "ADAMTS16", | |
| "ACSL5", | |
| "ARF6", | |
| "ADPRS", | |
| "FAM114A2", | |
| "ABHD17C", | |
| "ABCB4", | |
| "ARHGEF5", | |
| "ALDH6A1", | |
| "AGAP10P", | |
| "CDH20", | |
| "CCDC106", | |
| "AMOT", | |
| "ABL1", | |
| "CIRBP-AS1", | |
| "ANKRD20A11P", | |
| "ANKRD24", | |
| "ANK3", | |
| "ASF1A", | |
| "ACSM2A", | |
| "ADARB2", | |
| "BNIP1", | |
| "ADAMTS8", | |
| "AKR7A2P1", | |
| "ABCA13", | |
| "ARID1A", | |
| "GCM2", | |
| "ARMCX5-GPRASP2", | |
| "ARHGEF9", | |
| "BEND3", | |
| "ADAM6", | |
| "ANKHD1", | |
| "AASDH", | |
| "ARL3", | |
| "EMCN", | |
| "ATG9B", | |
| "BTBD7", | |
| "CATSPERE", | |
| "FABP4", | |
| "ABHD2", | |
| "BTBD8", | |
| "CD300LD-AS1", | |
| "AGL", | |
| "CRYGC", | |
| "ABCA6", | |
| "ABCA11P", | |
| "EMID1", | |
| "ADRA1B", | |
| "C2CD6", | |
| "HBBP1", | |
| "AGO2", | |
| "AQP10", | |
| "B3GNT9", | |
| "C14orf119", | |
| "ADAD2", | |
| "CELA3B", | |
| "C12orf43", | |
| "ANAPC2", | |
| "ACTR1B", | |
| "AKAP8", | |
| "CA10", | |
| "AAMDC", | |
| "CD1B", | |
| "B4GALNT4", | |
| "BCL2L10", | |
| "AOPEP", | |
| "BAHCC1", | |
| "AMELY", | |
| "BRINP2", | |
| "ABTB3", | |
| "AP5Z1", | |
| "ALG2", | |
| "ANKRD30A", | |
| "AP1B1", | |
| "BRINP3", | |
| "ACSBG1", | |
| "BMP3", | |
| "KCNK4", | |
| "B3GAT1", | |
| "CHRNB1", | |
| "ADRB2", | |
| "ATP5PB", | |
| "ANKRD16", | |
| "DDX17", | |
| "ASAP2", | |
| "AIFM2", | |
| "AFAP1L1", | |
| "AMDHD1", | |
| "AMZ2P1", | |
| "ANKDD1A", | |
| "ARHGAP1", | |
| "ARMH1", | |
| "AHNAK", | |
| "AKR1C3", | |
| "C1D", | |
| "CCDC3", | |
| "AIDA", | |
| "POU3F4", | |
| "APLF", | |
| "ANKEF1", | |
| "ARID3B", | |
| "ALDH1L1", | |
| "ALOX5AP", | |
| "ALG10B", | |
| "MESP1", | |
| "CCDC15", | |
| "BAIAP2L1", | |
| "CEP152", | |
| "C11orf21", | |
| "CKMT2", | |
| "AGPAT4", | |
| "ADGRG4", | |
| "ADRA2C", | |
| "NR5A2", | |
| "AGBL4", | |
| "ATG4A", | |
| "ELMOD3", | |
| "ACSL3", | |
| "C1QL3", | |
| "ABCC1", | |
| "ARRDC5", | |
| "FANCD2OS", | |
| "CLPTM1", | |
| "CENPL", | |
| "BLCAP", | |
| "B4GALNT3", | |
| "LINC02210", | |
| "CCL20", | |
| "NXF5", | |
| "ASIC3", | |
| "ATP6V1G2", | |
| "C8orf48", | |
| "ALAS1", | |
| "CCDC70", | |
| "C11orf87", | |
| "APOL2", | |
| "MYOZ2", | |
| "ALG1", | |
| "CDKAL1", | |
| "BUD23", | |
| "ABLIM1", | |
| "C2CD4B", | |
| "ARFGAP2", | |
| "CATSPERD", | |
| "APOBEC3D", | |
| "ADAMTSL1", | |
| "BEGAIN", | |
| "OIT3", | |
| "BPIFA3", | |
| "ANAPC13", | |
| "ARL5A", | |
| "CLHC1", | |
| "ANKRD29", | |
| "AIPL1", | |
| "KCNJ9", | |
| "CCT8", | |
| "APBB1", | |
| "ADAMTS5", | |
| "FAM83C", | |
| "CPLANE2", | |
| "ACAA1", | |
| "CHRNG", | |
| "CCDC54", | |
| "ARMCX2", | |
| "ANXA10", | |
| "MIA3", | |
| "TSHB", | |
| "IFNA4", | |
| "ANKRD18B", | |
| "CABP5", | |
| "C12orf54", | |
| "CCDC102B", | |
| "ATP13A3", | |
| "DYDC1", | |
| "ARPP21", | |
| "IRGC", | |
| "AFAP1-AS1", | |
| "CTSK", | |
| "C12orf60", | |
| "HSD11B1", | |
| "CNBD2", | |
| "AGAP2", | |
| "APOBEC3H", | |
| "AP3B1", | |
| "C12orf50", | |
| "IFNA2", | |
| "ANGPT4", | |
| "CFAP161", | |
| "TAS2R5", | |
| "CABP1", | |
| "BEST3", | |
| "MYLK2", | |
| "DIPK2A", | |
| "GJB1", | |
| "ARRDC4", | |
| "BMP5", | |
| "BEND7", | |
| "ANKRD42", | |
| "AS3MT", | |
| "ANKH", | |
| "BCO2", | |
| "CCDC183", | |
| "APOBEC3F", | |
| "CCDC112", | |
| "ARFGEF2", | |
| "ADCK5", | |
| "GALNT16", | |
| "ASTN1", | |
| "ARMT1", | |
| "APBB2", | |
| "ALOX15B", | |
| "B3GAT2", | |
| "ASPSCR1", | |
| "TEX28", | |
| "ALKBH4", | |
| "ANKRD20A5P", | |
| "BTBD9", | |
| "ADRA2A", | |
| "ANKRD17", | |
| "AQP7P1", | |
| "ALOX5", | |
| "ADRB3", | |
| "CACNG3", | |
| "CAMKK2", | |
| "CLXN", | |
| "CYP1A2", | |
| "DNAAF9", | |
| "C6orf118", | |
| "CALN1", | |
| "C8A", | |
| "ARHGAP27", | |
| "ALDH18A1", | |
| "ALK", | |
| "ATL3", | |
| "NUAK1", | |
| "ARF5", | |
| "AGFG2", | |
| "ATP1B4", | |
| "CYB5D1", | |
| "ASB11", | |
| "CABP4", | |
| "ACSM2B", | |
| "ABLIM3", | |
| "DOC2B", | |
| "ARHGEF25", | |
| "COMP", | |
| "ARSI", | |
| "AIMP2", | |
| "GFI1B", | |
| "AHSG", | |
| "IGSF21", | |
| "KCNAB1", | |
| "ACTN1", | |
| "ABHD12", | |
| "ALKBH7", | |
| "ARL17A", | |
| "HEATR9", | |
| "AP1S1", | |
| "ATP6V0A4", | |
| "C9orf57", | |
| "CDK5R2", | |
| "CAP2", | |
| "CFAP206", | |
| "CD1C", | |
| "ADCY1", | |
| "AFF2", | |
| "MFSD9", | |
| "LRRC34", | |
| "ATP4A", | |
| "A4GNT", | |
| "ATP11A", | |
| "ATP6AP1L", | |
| "ATP2B3", | |
| "MAJIN", | |
| "KY", | |
| "ANAPC11", | |
| "ARIH2", | |
| "ANKRD49", | |
| "ADAMTS17", | |
| "AMIGO1", | |
| "CCL11", | |
| "BTBD16", | |
| "BICRA", | |
| "ARHGDIG", | |
| "ARHGEF11", | |
| "CRLF2", | |
| "FOXI1", | |
| "ARL6IP6", | |
| "C16orf78", | |
| "ERRFI1", | |
| "AOC2", | |
| "ARID2", | |
| "BABAM2", | |
| "AIFM3", | |
| "ALDH1A3", | |
| "CLRN3", | |
| "ALKBH1", | |
| "ATG13", | |
| "SZT2", | |
| "CCDC85A", | |
| "CC2D1A", | |
| "ADGRG7", | |
| "ANKRD45", | |
| "ANKMY2", | |
| "BPIFB2", | |
| "ALOX12P2", | |
| "ANKRD6", | |
| "RFPL3S", | |
| "CFAP44", | |
| "ADCY3", | |
| "ATP6V1D", | |
| "AFF4", | |
| "COLEC10", | |
| "ANKRD30B", | |
| "CDH2", | |
| "CNGA1", | |
| "ASB14", | |
| "ADAMTS20", | |
| "RASGEF1B", | |
| "CTSB", | |
| "OXT", | |
| "CAMKMT", | |
| "C10orf90", | |
| "CSNK1G1", | |
| "ACOX2", | |
| "AGPAT5", | |
| "CNTNAP5", | |
| "FGF16", | |
| "B3GNT5", | |
| "ADCY10", | |
| "BSND", | |
| "ASB8", | |
| "CEP192", | |
| "CD300LD", | |
| "ALG14", | |
| "MRGPRX2", | |
| "FGFR2", | |
| "AMMECR1L", | |
| "ADGRF1", | |
| "ATP5IF1", | |
| "ACTN2", | |
| "CALML3", | |
| "CEACAM5", | |
| "CT47B1", | |
| "ACOT2", | |
| "FLT1", | |
| "AQP3", | |
| "CBARP", | |
| "C10orf53", | |
| "CNTFR", | |
| "DPYSL4", | |
| "CDC42BPB", | |
| "HCG4", | |
| "ADNP", | |
| "DTNB", | |
| "NOXO1", | |
| "ANKRD34A", | |
| "COL2A1", | |
| "BASP1", | |
| "CHD6", | |
| "AGR2", | |
| "LDLRAD3", | |
| "APOL3", | |
| "AGA", | |
| "EN1", | |
| "AP1S3", | |
| "AFM", | |
| "CNTN6", | |
| "ALG3", | |
| "NOP14", | |
| "CBLN3", | |
| "TCHH", | |
| "COQ10A", | |
| "ARPC1A", | |
| "ZNF252P", | |
| "C1orf53", | |
| "ADD2", | |
| "AIP", | |
| "BTBD19", | |
| "ARPC1B", | |
| "AGO1", | |
| "CDHR5", | |
| "AIF1L", | |
| "PCDHGC5", | |
| "C1QTNF6", | |
| "ANXA2", | |
| "ALDH3B1", | |
| "CCDC136", | |
| "AMMECR1", | |
| "CCR10", | |
| "ADGRL3", | |
| "FCHSD1", | |
| "BAX", | |
| "C1QTNF9", | |
| "CA5BP1", | |
| "LRTM2", | |
| "ACR", | |
| "CDK17", | |
| "CCDC170", | |
| "B3GALT2", | |
| "FOXN3-AS2", | |
| "ARHGAP21", | |
| "AMT", | |
| "HDHD5-AS1", | |
| "NXPE4", | |
| "PRKACG", | |
| "CHRNA3", | |
| "PPFIA2", | |
| "FPR3", | |
| "MAPRE3", | |
| "TMEM200A", | |
| "NAXD", | |
| "ARIH1", | |
| "CYP3A43", | |
| "CD207", | |
| "AKAP10", | |
| "LGSN", | |
| "CTAGE3P", | |
| "PPP1R14C", | |
| "CBLN2", | |
| "MLLT10", | |
| "HCN3", | |
| "CCDC66", | |
| "DDX19A", | |
| "C1orf21", | |
| "C2orf66", | |
| "ALCAM", | |
| "DBNL", | |
| "AKIRIN2", | |
| "B3GNT3", | |
| "DEFB129", | |
| "ADGRE1", | |
| "A2M", | |
| "BDNF", | |
| "ALG9", | |
| "C19orf47", | |
| "ARHGAP25", | |
| "MGAT5B", | |
| "ABHD18", | |
| "CAPN12", | |
| "AMBN", | |
| "CEP89", | |
| "ITGB6", | |
| "GRIN2B", | |
| "CYP4F11", | |
| "C1QL1", | |
| "BAALC", | |
| "ARMC6", | |
| "CDH3", | |
| "ATF4", | |
| "C2orf69", | |
| "DNAH8", | |
| "ANTXR1", | |
| "ANXA2P3", | |
| "MEP1B", | |
| "AOAH", | |
| "ERVW-1", | |
| "LCN15", | |
| "AURKB", | |
| "AEBP1", | |
| "HR", | |
| "GPRIN2", | |
| "ITIH1", | |
| "COPS7A", | |
| "CLEC14A", | |
| "CYP4B1", | |
| "CD34", | |
| "HMGA2", | |
| "CCDC71", | |
| "GLTP", | |
| "ZBTB21", | |
| "AGO3", | |
| "BCL6", | |
| "ADGRG2", | |
| "ELOVL6", | |
| "LAYN", | |
| "ARFGAP1", | |
| "AREG", | |
| "CALCA", | |
| "ARMC12", | |
| "LGI3", | |
| "ARHGAP42", | |
| "CALCR", | |
| "HOTAIR", | |
| "ADA", | |
| "ARL1", | |
| "IRAK1BP1", | |
| "EXPH5", | |
| "HERC2P7", | |
| "HSDL2", | |
| "DKK2", | |
| "C2CD4A", | |
| "CDH13", | |
| "CADM4", | |
| "LY6G6C", | |
| "ARHGEF38", | |
| "BRMS1L", | |
| "C15orf62", | |
| "CD2BP2", | |
| "B3GNT2", | |
| "CARD14", | |
| "BOC", | |
| "CHRNA7", | |
| "AKR7L", | |
| "ATP8A1", | |
| "CLDN8", | |
| "ARSB", | |
| "FAM215A", | |
| "FCGBP", | |
| "INSM2", | |
| "GATC", | |
| "CD59", | |
| "ALG12", | |
| "BCHE", | |
| "ARL10", | |
| "CD9", | |
| "ACSL1", | |
| "OR1A1", | |
| "BRF1", | |
| "MANEAL", | |
| "AARD", | |
| "CSTA", | |
| "HES5", | |
| "GOLM2", | |
| "CD300C", | |
| "TBC1D3P5", | |
| "ARMC7", | |
| "ACHE", | |
| "GPR82", | |
| "KCNA4", | |
| "CALHM1", | |
| "ACVR2B", | |
| "ARHGEF10", | |
| "CKAP2L", | |
| "ARRDC1", | |
| "PRSS38", | |
| "DNAJC5B", | |
| "PAGE4", | |
| "AKNA", | |
| "ZNF286A", | |
| "GIT1", | |
| "ASAH1", | |
| "CDK5RAP2", | |
| "HOXD12", | |
| "ALDOC", | |
| "ANKS3", | |
| "MIR1245A", | |
| "GDPD2", | |
| "RNF208", | |
| "ASB13", | |
| "CCDC126", | |
| "CD40LG", | |
| "SLC25A24", | |
| "ALB", | |
| "ANKRD13C-DT", | |
| "CCL18", | |
| "PCDHGA7", | |
| "CAMK2A", | |
| "BCAS4", | |
| "C1QB", | |
| "C17orf99", | |
| "CPTP", | |
| "GALNT13", | |
| "AGTR2", | |
| "ADH1C", | |
| "OTUD6A", | |
| "CHRNA6", | |
| "BCOR", | |
| "MLN", | |
| "AP4E1", | |
| "CAMKV", | |
| "CD163L1", | |
| "BTNL8", | |
| "ADRA1A", | |
| "MAT1A", | |
| "ADM5", | |
| "GLRA3", | |
| "DUOXA2", | |
| "CDH5", | |
| "HIVEP3", | |
| "ASCC1", | |
| "CR2", | |
| "BCL2L13", | |
| "GTF3C2", | |
| "ANKRD30BP2", | |
| "CSRNP3", | |
| "COG1", | |
| "C1QA", | |
| "TAS1R1", | |
| "PHACTR1", | |
| "GSTM3", | |
| "ATG16L1", | |
| "CERCAM", | |
| "AMD1", | |
| "CFAP61", | |
| "AXL", | |
| "ARHGEF28", | |
| "ALDH5A1", | |
| "IL20", | |
| "CFAP96", | |
| "ATRNL1", | |
| "ATP10B", | |
| "CTNS", | |
| "APOC2", | |
| "CBR4", | |
| "KBTBD3", | |
| "ANKS1B", | |
| "CHI3L2", | |
| "CAMSAP2", | |
| "ASIC5", | |
| "FUT11", | |
| "ARPC5", | |
| "FAM120B", | |
| "DHRS7C", | |
| "SEMA3F", | |
| "LCE2A", | |
| "DCHS2", | |
| "CCNDBP1", | |
| "CETN1", | |
| "BARHL2", | |
| "ARID1B", | |
| "EMX2", | |
| "AQR", | |
| "MEOX2", | |
| "CAVIN3", | |
| "EDRF1", | |
| "APOH", | |
| "COPA", | |
| "ADGRE4P", | |
| "LCE2B", | |
| "MYADML", | |
| "ASNS", | |
| "AREL1", | |
| "CXCL16", | |
| "ASXL3", | |
| "AFF1", | |
| "HAO2", | |
| "C9", | |
| "CCDC18", | |
| "ZNF584", | |
| "CD55", | |
| "BTRC", | |
| "CAGE1", | |
| "ANGPTL3", | |
| "C6orf120", | |
| "EFNA3", | |
| "IGLON5", | |
| "TRIB3", | |
| "MAGEB4", | |
| "CLEC4M", | |
| "AGPAT1", | |
| "DOK7", | |
| "HDGFL3", | |
| "CNKSR3", | |
| "CCPG1", | |
| "DEFA6", | |
| "RUNDC3A", | |
| "BCL6B", | |
| "CCDC24", | |
| "DACT2", | |
| "GPRC6A", | |
| "ANAPC10", | |
| "B4GALT2", | |
| "CCDC77", | |
| "VSIG10", | |
| "ABCC9", | |
| "AP1M2", | |
| "CCND3" | |
| ], | |
| "Coefficient": [ | |
| 0.07909740074979914, | |
| -0.06657233332983568, | |
| -0.06392378707716674, | |
| 0.06315242538358982, | |
| -0.062800243829434, | |
| 0.057372287438662184, | |
| -0.05631928723115048, | |
| -0.05242103358838337, | |
| 0.048086291481578954, | |
| -0.04775520064676874, | |
| -0.04758037255504992, | |
| -0.04565111106812371, | |
| -0.045568168695180745, | |
| -0.044949117866782684, | |
| -0.044346405517385466, | |
| -0.04341131443972783, | |
| 0.04299664205678832, | |
| -0.042829215494211585, | |
| -0.04119960277173134, | |
| -0.039777828180972134, | |
| -0.039114097164697166, | |
| -0.03865292891817121, | |
| -0.03810552696937768, | |
| -0.037939263499360325, | |
| 0.03737648085690619, | |
| 0.03729577140715795, | |
| 0.035061853561095785, | |
| 0.03481731440555536, | |
| -0.03460150042727728, | |
| -0.03406870065379274, | |
| -0.03319392826028267, | |
| 0.0318755593122016, | |
| 0.03177623306518951, | |
| 0.03172203811266391, | |
| 0.03128285548908893, | |
| 0.031105630486395232, | |
| -0.031063866092612663, | |
| 0.03081377413963178, | |
| -0.030545007192832586, | |
| -0.029966117548708034, | |
| -0.029708242372054706, | |
| -0.029599014197756988, | |
| -0.029365980110547474, | |
| 0.029332696855788352, | |
| 0.0289809314322419, | |
| 0.028670137780709475, | |
| -0.027823582182639948, | |
| 0.027723863110450102, | |
| 0.027693635998072428, | |
| 0.0276585031267599, | |
| 0.027607006412635752, | |
| -0.02750839353292595, | |
| -0.027412327139380615, | |
| -0.02734555659289883, | |
| 0.02730866883695024, | |
| 0.027305655458226354, | |
| -0.026952134818886253, | |
| -0.026678933685276705, | |
| -0.026329460761840142, | |
| 0.025872846875746303, | |
| -0.025159793900553864, | |
| 0.024967492094622804, | |
| -0.02488374830024686, | |
| -0.024857027660437608, | |
| 0.02483679921492017, | |
| 0.02423306950205872, | |
| -0.023687409099761334, | |
| -0.023524376262303515, | |
| 0.02351389544203576, | |
| 0.02341375544209804, | |
| 0.023211966596970824, | |
| 0.02316289465582886, | |
| 0.02292341400869719, | |
| -0.022572325963014304, | |
| -0.022413992300175576, | |
| -0.02227954920622169, | |
| -0.02188533666071161, | |
| 0.02176974598601071, | |
| -0.021677794078482755, | |
| -0.021594135434919257, | |
| -0.021354967731905723, | |
| 0.02107247518700311, | |
| 0.0208914567233845, | |
| -0.02073309995086115, | |
| -0.020682555773959468, | |
| -0.020679786961351653, | |
| -0.02048918021594629, | |
| -0.020453883779667576, | |
| -0.020118148649672894, | |
| -0.020060547852855683, | |
| 0.02002420782404773, | |
| 0.019234094713387405, | |
| -0.019044264209594305, | |
| -0.018860997690668704, | |
| 0.01841444026128027, | |
| -0.01804741431348026, | |
| -0.018016110051643695, | |
| 0.017900040134853846, | |
| 0.017698631429010493, | |
| 0.017492654522420097, | |
| 0.017338285804984126, | |
| -0.017228556831556097, | |
| 0.017069101450297195, | |
| -0.01683712639493014, | |
| -0.01681816264423939, | |
| -0.01679306764322562, | |
| 0.016777614897210722, | |
| 0.016718607043964284, | |
| 0.01670432003744307, | |
| 0.016656454798273535, | |
| 0.016631619004535574, | |
| 0.016298938446518668, | |
| 0.0162411957127643, | |
| -0.01610558361508957, | |
| -0.01608600458104449, | |
| 0.016021471967397474, | |
| -0.015938623361085803, | |
| -0.01590672756569682, | |
| 0.015778139687527754, | |
| 0.01572073697781646, | |
| -0.015504979713825277, | |
| 0.015362533293022694, | |
| 0.015338626152888508, | |
| 0.015084717301942949, | |
| 0.014913489516987176, | |
| 0.01487170975839544, | |
| 0.014556504117059608, | |
| -0.014507610643480202, | |
| -0.0140367016469812, | |
| -0.014008502854902584, | |
| -0.01350832537460081, | |
| 0.013273854339872838, | |
| 0.013163856805707964, | |
| 0.01308722465215768, | |
| -0.013045413457651336, | |
| 0.012959974786460564, | |
| -0.012952573636687219, | |
| 0.012950872515902502, | |
| -0.01293416696316393, | |
| 0.012856573138201226, | |
| -0.01280997316290612, | |
| -0.01271500829830679, | |
| 0.012690228701779039, | |
| -0.012612618372848475, | |
| -0.012566542845209765, | |
| 0.012501861044723757, | |
| 0.012501178872836305, | |
| 0.012487869154585335, | |
| 0.012473836442418446, | |
| -0.012430501978101022, | |
| 0.012263632195535399, | |
| 0.012214550071159812, | |
| -0.01218039677133975, | |
| 0.012167078716622481, | |
| 0.012166345643646973, | |
| 0.012023100605720536, | |
| -0.012019240002578256, | |
| -0.011980277340571176, | |
| 0.011961893351145217, | |
| -0.011834256156599094, | |
| 0.01169591207691722, | |
| 0.011654632327578608, | |
| 0.011629386702302364, | |
| -0.01155498861814083, | |
| 0.011531955725641514, | |
| -0.011479300842135878, | |
| -0.0114033603408155, | |
| -0.011286323941438156, | |
| 0.011229881866711972, | |
| 0.011099665010755438, | |
| 0.01101785367799647, | |
| -0.01101106608569126, | |
| 0.010989179283697532, | |
| 0.010914396901607181, | |
| 0.010885474304804802, | |
| -0.010882925638887543, | |
| 0.010789050243810553, | |
| -0.01073514711898577, | |
| -0.010718088281870498, | |
| -0.010714189626527468, | |
| 0.010556009908115805, | |
| 0.010537055857791543, | |
| 0.010396037245329207, | |
| 0.010336372906408752, | |
| 0.010248558259867162, | |
| -0.010223604386190008, | |
| 0.01006995794110024, | |
| -0.010019638041156796, | |
| 0.01001151704904033, | |
| -0.0099814410098443, | |
| -0.00997872919996249, | |
| -0.0099402962649753, | |
| -0.009909574125290803, | |
| 0.009877884749615484, | |
| -0.009876148035103161, | |
| -0.009866472820732297, | |
| 0.009846040076942135, | |
| 0.009759576999998056, | |
| 0.00968359404448786, | |
| -0.00960174414774455, | |
| 0.009598863764148147, | |
| -0.009592301853274789, | |
| 0.009591864498360808, | |
| 0.00958184400707954, | |
| 0.009555581000844844, | |
| 0.009522702042356442, | |
| -0.009516610462458422, | |
| 0.00950670401534212, | |
| 0.009473047523976985, | |
| -0.009454114224471592, | |
| 0.00944573257306444, | |
| 0.009444977022599698, | |
| 0.009443791635731948, | |
| 0.009311910678441511, | |
| -0.009296012650325761, | |
| -0.00921420908569172, | |
| 0.009130805281735346, | |
| 0.009080932105645772, | |
| -0.00904171356242444, | |
| 0.00902950234178593, | |
| 0.008961825641356799, | |
| 0.008941579259251148, | |
| -0.008891760337750219, | |
| 0.00878217621144188, | |
| -0.008580743508900115, | |
| 0.008544952965346813, | |
| -0.008403733974773174, | |
| -0.008366821626263425, | |
| 0.008315271012458228, | |
| 0.008266328616661298, | |
| -0.00822268142101455, | |
| -0.00815825832033379, | |
| -0.00812417823393343, | |
| 0.008030669176206092, | |
| 0.007999603988676109, | |
| 0.007947818035013448, | |
| -0.007897149291856148, | |
| -0.007860435346646892, | |
| -0.007800292798886037, | |
| 0.007793969376898657, | |
| 0.0077875500547545376, | |
| 0.00774810237954111, | |
| -0.007731952689236671, | |
| -0.007528057868751544, | |
| -0.007504397269735413, | |
| -0.007493247043254207, | |
| 0.007470721253433673, | |
| 0.007417920626903393, | |
| -0.007372238228784598, | |
| 0.007274221666981022, | |
| -0.00723789578954547, | |
| 0.00722546778853868, | |
| 0.0072142468936368205, | |
| 0.00720072835951579, | |
| 0.0070683926062102866, | |
| 0.007057390516196225, | |
| 0.006992243490089279, | |
| -0.006898462322555315, | |
| 0.006813918746423163, | |
| -0.0067137894925469776, | |
| -0.00669375375764743, | |
| -0.006658320585740567, | |
| 0.006600134957127187, | |
| -0.006582409940294805, | |
| -0.006531484408003812, | |
| 0.006491127004525797, | |
| 0.006474865672708877, | |
| 0.006453749788832071, | |
| 0.006380987953643551, | |
| -0.006348631789176018, | |
| -0.006342543776858194, | |
| 0.006341786468644031, | |
| 0.006317416253452539, | |
| 0.006213354775031111, | |
| -0.006100545246129087, | |
| -0.006050326344422923, | |
| 0.006002872225990893, | |
| -0.005966674002054933, | |
| 0.005932630045769331, | |
| 0.005893462014412797, | |
| 0.0058648102872651715, | |
| -0.005834259396086224, | |
| -0.005822506897749232, | |
| 0.005753254687525308, | |
| 0.005745231611875225, | |
| 0.005724080947916894, | |
| 0.005556003665913347, | |
| 0.005530237248745686, | |
| -0.005446620909610739, | |
| -0.005430222526192828, | |
| -0.005419890856004942, | |
| 0.00538452030532066, | |
| 0.005377748860803076, | |
| -0.0053626629039481, | |
| -0.005302339534313176, | |
| -0.005288856615342417, | |
| 0.005262504287760832, | |
| -0.005256734813622534, | |
| -0.0052405324177724625, | |
| 0.00523483377155108, | |
| -0.005191680725315407, | |
| -0.005161102827299847, | |
| 0.00513898152804527, | |
| -0.00513010884216355, | |
| 0.005117099059476301, | |
| -0.004987610422963384, | |
| -0.00495233226144691, | |
| -0.004865077308430229, | |
| 0.004848777900427453, | |
| -0.0048453302196058015, | |
| 0.004824190245821001, | |
| -0.004766572529332042, | |
| -0.004747907194151632, | |
| 0.004744666467016791, | |
| 0.004731826094128635, | |
| 0.004645366433972586, | |
| 0.004635090853354353, | |
| 0.004632987369072134, | |
| 0.0046148978813048535, | |
| 0.004608211326295441, | |
| 0.004605970942727519, | |
| 0.004599747525408244, | |
| -0.004532367178864508, | |
| -0.004429464500156897, | |
| -0.0044285134837261046, | |
| -0.004417079819976878, | |
| 0.004387488554099921, | |
| 0.004380339670966756, | |
| 0.0043591789531451566, | |
| 0.004358767786768817, | |
| -0.004349443826441293, | |
| -0.004346651947025011, | |
| -0.004335523046891342, | |
| -0.0043278176252074235, | |
| 0.004313715532848029, | |
| -0.004282535348626766, | |
| -0.004227937204368085, | |
| -0.004191011589023233, | |
| -0.004148425910397303, | |
| 0.004141661549902753, | |
| -0.004136750144890333, | |
| -0.004104409820111708, | |
| 0.004066106850110087, | |
| 0.004053551493445136, | |
| -0.0040287062739209605, | |
| -0.003987722685447194, | |
| 0.00394398531876179, | |
| -0.003943035417899971, | |
| 0.003921644436257916, | |
| 0.0038455464091364947, | |
| 0.003809867794168745, | |
| -0.0038072401824272347, | |
| -0.0037863310572929325, | |
| 0.003750893840886914, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 58.57142857142857, | |
| "precision": 53.12418300653595, | |
| "recall": 47.48196248196249, | |
| "f1": 46.63692371701525 | |
| }, | |
| "selection": { | |
| "precision": 1.3705944534196823, | |
| "recall": 11.262135922330096, | |
| "f1": 2.443255221930846, | |
| "jaccard": 1.2370092080470756 | |
| } | |
| } | |
| } |