| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SNW1", | |
| "CHRM1", | |
| "CALHM1", | |
| "MAPK8IP2", | |
| "IQGAP3", | |
| "KCNV2", | |
| "MTNR1A", | |
| "DCAF4L2", | |
| "FAM9C", | |
| "TEX13A", | |
| "CCDC160", | |
| "IFNA17", | |
| "LHFPL4", | |
| "SSTR5", | |
| "MROH6", | |
| "POLR1HASP", | |
| "HMHB1", | |
| "PRG4", | |
| "GATA3-AS1", | |
| "HAO1", | |
| "ARPP21", | |
| "C5AR2", | |
| "AACSP1", | |
| "KCNMB3", | |
| "FABP3", | |
| "ADAD1", | |
| "RAG2", | |
| "BNIPL", | |
| "EVPLL", | |
| "DEUP1", | |
| "WHRN", | |
| "LAIR2", | |
| "GNB1L", | |
| "SSTR4", | |
| "CD300LD-AS1", | |
| "PTCH2", | |
| "STATH", | |
| "ZNF366", | |
| "GARIN6", | |
| "LINC01587", | |
| "POM121", | |
| "SENP5", | |
| "RENBP", | |
| "CYLC1", | |
| "ABCA12", | |
| "PIWIL1", | |
| "OR51I1", | |
| "RGS9BP", | |
| "CRYAA", | |
| "TMEM121B", | |
| "MTBP", | |
| "ZNF157", | |
| "LRRC37A5P", | |
| "OR1E1", | |
| "ZAN", | |
| "APOA2", | |
| "DLEU7-AS1", | |
| "TUB", | |
| "NCS1", | |
| "HOXC9", | |
| "CARD14", | |
| "VAC14-AS1", | |
| "NCKAP5L", | |
| "OR5P3", | |
| "RPAP1", | |
| "OR1D2", | |
| "NHEG1", | |
| "KRBA1", | |
| "RPS4X", | |
| "CDKAL1", | |
| "SPACA7", | |
| "AGT", | |
| "CIMAP1A", | |
| "GHRHR", | |
| "GTF2F2", | |
| "ZNF398", | |
| "CELA3A", | |
| "CYP4F29P", | |
| "GJA3", | |
| "FBXL13", | |
| "WFIKKN2", | |
| "MPIG6B", | |
| "H3-4", | |
| "TSPYL6", | |
| "FGB", | |
| "FLJ30679", | |
| "MAGEB1", | |
| "CFAP126", | |
| "DHRS2", | |
| "HCG4", | |
| "ADAMTS6", | |
| "KCNQ3", | |
| "ADAMTS19", | |
| "GREM2", | |
| "ALB", | |
| "SLIT1", | |
| "ALG10", | |
| "OR11A1", | |
| "GALNT18", | |
| "PLPPR1", | |
| "TMEM108", | |
| "SHISAL1", | |
| "NKX2-8", | |
| "FMO6P", | |
| "GPR88", | |
| "ZBTB20-AS1", | |
| "DLK2", | |
| "MYF6", | |
| "MSMB", | |
| "APOBEC4", | |
| "GPR161", | |
| "HAGLROS", | |
| "KRTAP8-1", | |
| "KCNJ14", | |
| "GPR75", | |
| "MAPK7", | |
| "KMT5A", | |
| "RNF122", | |
| "SLC9A5", | |
| "CCSER1", | |
| "PRAMEF10", | |
| "CTRC", | |
| "TANGO6", | |
| "OR2J2", | |
| "PPP4R4", | |
| "HCN1", | |
| "POU3F2", | |
| "TAAR3P", | |
| "PDZD4", | |
| "LEPR", | |
| "PCDHGB8P", | |
| "TSTD2", | |
| "ITM2A", | |
| "PRR23E", | |
| "S100A7", | |
| "CACNA1I", | |
| "OR7A10", | |
| "RNF152", | |
| "MKRN3", | |
| "PAX1", | |
| "H2BC13", | |
| "SLC19A4P", | |
| "RBM46", | |
| "TENM3", | |
| "KRTAP19-3", | |
| "PKD1L1", | |
| "NT5DC4", | |
| "GJD2", | |
| "RGS8", | |
| "C10orf95", | |
| "IRX4", | |
| "TTTY14", | |
| "MYL3", | |
| "TEX36-AS1", | |
| "VENTX", | |
| "PSG9", | |
| "TMEM26", | |
| "OR2J3", | |
| "IL9R", | |
| "NPHS1", | |
| "RGS12", | |
| "C22orf46P", | |
| "MAPK4", | |
| "PNMA6A", | |
| "ODAPH", | |
| "SNORD8", | |
| "ADAMTS20", | |
| "CST9", | |
| "HERC2P3", | |
| "TNNT1", | |
| "ADCY1", | |
| "ITGBL1", | |
| "MYO1H", | |
| "USP3-AS1", | |
| "DNAH8", | |
| "C11orf40", | |
| "GLRA1", | |
| "NOG", | |
| "MIR34A", | |
| "RBMY3AP", | |
| "KRT40", | |
| "CTSG", | |
| "GDNF", | |
| "GNRHR", | |
| "GDF9", | |
| "ATP12A", | |
| "CATR1", | |
| "PNPO", | |
| "MYRIP", | |
| "CSPG4P1Y", | |
| "ATP2B2", | |
| "ZFR2", | |
| "FAM230B", | |
| "SCGB1A1", | |
| "DGCR11", | |
| "GCM1", | |
| "CRISP2", | |
| "GALR1", | |
| "TRPV5", | |
| "WBP2NL", | |
| "SLC25A41", | |
| "ZNF90", | |
| "IDI2", | |
| "NLRP4", | |
| "ANKRD33B", | |
| "DDC-AS1", | |
| "DLGAP2", | |
| "FATE1", | |
| "FAIM2", | |
| "ELOVL3", | |
| "RBP3", | |
| "GSX2", | |
| "TSSK1B", | |
| "SPMAP2", | |
| "APOH", | |
| "B4GALT2", | |
| "ANKMY1", | |
| "C12orf54", | |
| "MYH8", | |
| "LHX9", | |
| "KNCN", | |
| "SHISA8", | |
| "LYSMD1", | |
| "SACS-AS1", | |
| "EFNA3", | |
| "TPCN2", | |
| "CDC14C", | |
| "ZNF546", | |
| "CLEC4M", | |
| "CC2D2B", | |
| "INSYN2A", | |
| "CLN5", | |
| "ELFN2", | |
| "UBQLN3", | |
| "TAMALIN-AS1", | |
| "TAAR9", | |
| "MOSPD3", | |
| "KLF10", | |
| "OR51B5", | |
| "PLD6", | |
| "TAS2R8", | |
| "CST5", | |
| "SLC35D3", | |
| "TFAP2D", | |
| "KRTAP9-9", | |
| "OR1C1", | |
| "DPP6", | |
| "LEP", | |
| "KCNQ2", | |
| "MUTYH", | |
| "SLC25A21", | |
| "NDST3", | |
| "EQTN", | |
| "NOX5", | |
| "FRS3", | |
| "ASIC5", | |
| "PAGE4", | |
| "LYVE1", | |
| "RNF212B", | |
| "NAV2-AS5", | |
| "HYAL4", | |
| "CACNA2D2", | |
| "GNAT3", | |
| "NALCN", | |
| "ZNF749", | |
| "NPIPB15", | |
| "PAX9", | |
| "GPR6", | |
| "NRG1-IT1", | |
| "RIPPLY1", | |
| "USHBP1", | |
| "POU3F3", | |
| "EDDM3B", | |
| "STPG2", | |
| "XKR7", | |
| "MYCBPAP", | |
| "CFAP20DC", | |
| "IL25", | |
| "TNNI2", | |
| "SLC22A9", | |
| "NDUFV1-DT", | |
| "CHCT1", | |
| "IRGM", | |
| "ARHGAP36", | |
| "DCDC2", | |
| "TAGLN2", | |
| "TYRP1", | |
| "IQCH", | |
| "TEX29", | |
| "OOSP2", | |
| "AMELY", | |
| "BFSP2-AS1", | |
| "FSIP1", | |
| "CNMD", | |
| "MFSD13A", | |
| "DGCR6L", | |
| "MICA", | |
| "CHRM2", | |
| "CD5L", | |
| "A2ML1", | |
| "TEX22", | |
| "CCDC7", | |
| "C8orf17", | |
| "ZNF205", | |
| "MAGEB2", | |
| "ESR2", | |
| "PPM1N", | |
| "CHRNE", | |
| "DSCR8", | |
| "ERC2-IT1", | |
| "RTL3", | |
| "IZUMO2", | |
| "CD40LG", | |
| "ABCB9", | |
| "MAS1L", | |
| "PCDH7", | |
| "HTATSF1P2", | |
| "TBR1", | |
| "CASP9", | |
| "BPIFB2", | |
| "C16orf46", | |
| "LRRC18", | |
| "GDF3", | |
| "NME9", | |
| "SNORA21", | |
| "DNAJB13", | |
| "ZNF385B", | |
| "FLJ33534", | |
| "LCN12", | |
| "SCG5", | |
| "RSU1P2", | |
| "MOSMO", | |
| "SPG7", | |
| "TFPI", | |
| "IL36G", | |
| "FLRT1", | |
| "IL12A", | |
| "NOXRED1", | |
| "LINC02877", | |
| "PATL2", | |
| "KRT24", | |
| "TMEM132E", | |
| "PAX8", | |
| "SYCP3", | |
| "LCE1E", | |
| "SERPINB12", | |
| "ZNF419", | |
| "TUBGCP4", | |
| "TMEM207", | |
| "PPBPP2", | |
| "LIPI", | |
| "FGF13-AS1", | |
| "JAKMIP1", | |
| "S1PR5", | |
| "LRP2", | |
| "DBIL5P", | |
| "MPHOSPH10", | |
| "KRTAP1-1", | |
| "NPVF", | |
| "TRPC5", | |
| "RSPH14", | |
| "SOCS2-AS1", | |
| "CEBPZ", | |
| "CD5", | |
| "CFAP95", | |
| "TBX22", | |
| "PRM1", | |
| "YJU2B", | |
| "MPP4", | |
| "CCDC149", | |
| "P2RY12", | |
| "CYP4F11", | |
| "YTHDF3-DT", | |
| "ZNF71", | |
| "CXCL13", | |
| "ERC2", | |
| "MAGEE2", | |
| "AFG1L", | |
| "TCTE1", | |
| "CARD18", | |
| "MYO18B", | |
| "TCP11L2", | |
| "LRTM2", | |
| "PRORY", | |
| "C21orf58", | |
| "RPS10P7", | |
| "SERPINA5", | |
| "AFM", | |
| "ZSWIM2", | |
| "CYP2F1", | |
| "CPSF4", | |
| "ATP13A5", | |
| "FMR1NB", | |
| "HOXD1", | |
| "FGFRL1", | |
| "FER1L6-AS1", | |
| "DNAI3", | |
| "ZNF683", | |
| "MMP27", | |
| "FOXE1", | |
| "ADGRF4", | |
| "NECAB1", | |
| "HAGHL", | |
| "RGMB", | |
| "HTR5A", | |
| "IL2", | |
| "SECISBP2", | |
| "LIPJ", | |
| "HES2", | |
| "PTTG2", | |
| "NAALADL2", | |
| "CAPN10", | |
| "OTP", | |
| "MTCP1", | |
| "POPDC1-AS1", | |
| "VSTM1", | |
| "SMTNL1", | |
| "ELOVL2-AS1", | |
| "TMPO-AS1", | |
| "GCK", | |
| "CECR9", | |
| "RD3", | |
| "LGI3", | |
| "CBY3", | |
| "GUSBP5", | |
| "RIMKLB", | |
| "MAGEA4", | |
| "SMG7-AS1", | |
| "OTOP2", | |
| "CEACAM3", | |
| "ATP8B5P", | |
| "AGBL1", | |
| "ZDHHC15", | |
| "BEX5", | |
| "FAM9A", | |
| "RNF157-AS1", | |
| "ARL15", | |
| "UBALD1", | |
| "CECR2", | |
| "FAM9B", | |
| "CELF5", | |
| "CRTAM", | |
| "ZNF214", | |
| "SAMD14", | |
| "XG", | |
| "PNRC1", | |
| "XRRA1", | |
| "CORO2B", | |
| "MMRN1", | |
| "PCP2", | |
| "KCNA4", | |
| "SPATA25", | |
| "TERB1", | |
| "RAET1E", | |
| "CSHL1", | |
| "CETN1", | |
| "SBSN", | |
| "TMEM150C", | |
| "KRT15", | |
| "SOX21-AS1", | |
| "CCDC148", | |
| "SLC16A2", | |
| "ABCA17P", | |
| "TTTY12", | |
| "FBXL19", | |
| "SLC17A1", | |
| "OR2F1", | |
| "SPATA22", | |
| "TNFRSF10D", | |
| "PDPR", | |
| "OR10A5", | |
| "SLC2A1-DT", | |
| "RP1L1", | |
| "PAX2", | |
| "SCEL", | |
| "PKN3", | |
| "ZNF556", | |
| "DPP10-AS3", | |
| "KEL", | |
| "LRRC4", | |
| "ZNF266", | |
| "ARG1", | |
| "LGSN", | |
| "LINC01551", | |
| "CFAP53", | |
| "MICB", | |
| "UGT3A1", | |
| "PPFIA3", | |
| "PIP5KL1", | |
| "CELA3B", | |
| "AKAP14", | |
| "SLC1A2", | |
| "HIGD1B", | |
| "CCDC13-AS1", | |
| "FZD9", | |
| "SPAG17", | |
| "ASPDH", | |
| "CACNB3", | |
| "KRT33B", | |
| "KCNT1", | |
| "CDAN1", | |
| "RASL11B", | |
| "PPEF1", | |
| "DEFB108B", | |
| "RBFADN", | |
| "TOB1-AS1", | |
| "RAD9B", | |
| "SEPTIN7P9", | |
| "HYDIN", | |
| "TTC6", | |
| "EMX2OS", | |
| "RPS6KL1", | |
| "CELSR3", | |
| "KCNH6", | |
| "TNXB", | |
| "IZUMO1", | |
| "PPIEL", | |
| "SPACA1", | |
| "HERC6", | |
| "CFAP45", | |
| "BEND2", | |
| "TNR", | |
| "ST7-AS1", | |
| "DMRTA2", | |
| "MYOZ1", | |
| "AK8", | |
| "RASL10A", | |
| "WDR64", | |
| "TMEM270", | |
| "LGALS14", | |
| "TCP10L", | |
| "CEP295", | |
| "CALML6", | |
| "INSL6", | |
| "OXCT2", | |
| "ZCWPW2", | |
| "ZNF641", | |
| "TBX5", | |
| "RNF208", | |
| "NPFFR1", | |
| "OR8D2", | |
| "CCN6", | |
| "LRG1", | |
| "PPARD", | |
| "AURKC", | |
| "LRRC73", | |
| "DUSP13A", | |
| "DSCC1", | |
| "FAM24B", | |
| "RFTN2", | |
| "SDR16C5", | |
| "NPHP1", | |
| "KRTAP1-5", | |
| "OSTCP1", | |
| "KISS1R", | |
| "FASLG", | |
| "MAB21L4", | |
| "CIMIP2A", | |
| "ST20", | |
| "MAN2A2", | |
| "CPQ", | |
| "NKX2-1-AS1", | |
| "GNB3", | |
| "APOF", | |
| "SLURP1", | |
| "ALAS2", | |
| "OLFM2", | |
| "ZNF678", | |
| "TMEM86A", | |
| "GNGT1", | |
| "FAAP24" | |
| ], | |
| "Coefficient": [ | |
| -2.082730520273988, | |
| 2.028282592013, | |
| -1.8913481853910508, | |
| 1.8598441671140018, | |
| -1.850814019973566, | |
| -1.7462184347769525, | |
| 1.6611875332207122, | |
| 1.658100374574137, | |
| -1.6171896278964921, | |
| 1.6157900934067715, | |
| 1.5052444590328244, | |
| -1.4651945421279848, | |
| -1.3847014961461412, | |
| -1.3696489826182159, | |
| -1.3474775318027385, | |
| -1.3259972577663237, | |
| 1.3155558734135058, | |
| -1.3141438017119755, | |
| -1.3057088525058524, | |
| -1.2992709520224548, | |
| -1.274837145068292, | |
| 1.2690154934028592, | |
| -1.2486816232597, | |
| 1.234100479364993, | |
| -1.2306499155671315, | |
| 1.2289440435919872, | |
| -1.2169783864212473, | |
| -1.2036502874775374, | |
| 1.1742694191440974, | |
| -1.1608270417231625, | |
| 1.0978401472244863, | |
| 1.0957422003012456, | |
| -1.0919368731931496, | |
| -1.0829495831282503, | |
| -1.064749328457394, | |
| 1.0626123567095438, | |
| 1.0344261234106644, | |
| -1.0244326133423407, | |
| 1.0211985445948855, | |
| 1.0020815419583136, | |
| 0.998651975622537, | |
| -0.9939997439322583, | |
| 0.9253147081154419, | |
| 0.9194397734651117, | |
| -0.9171194906663898, | |
| 0.9095628316749964, | |
| -0.9004598614929998, | |
| -0.8987964911251808, | |
| -0.8932902282155554, | |
| -0.881902652917037, | |
| -0.8795670636846293, | |
| -0.8775536384452295, | |
| -0.8763959569330356, | |
| 0.8715376915565849, | |
| 0.8659324927974563, | |
| -0.8522471095167223, | |
| -0.8479773608826761, | |
| -0.8471352310845728, | |
| 0.8471220256963449, | |
| -0.8346654412135359, | |
| 0.8333559536082824, | |
| 0.8325773971320667, | |
| -0.8325414383275731, | |
| 0.8209309732451381, | |
| -0.8202059563316826, | |
| -0.8112342532050245, | |
| -0.8077166529097733, | |
| 0.8032800132951972, | |
| -0.8021641821864169, | |
| -0.7994487889916895, | |
| 0.7990825373451412, | |
| -0.7837801462602941, | |
| -0.7775607959076344, | |
| 0.7717485586324396, | |
| 0.7708346323993457, | |
| -0.757696460248586, | |
| -0.757670736216174, | |
| -0.7548635408745671, | |
| -0.7537204461331567, | |
| -0.744379065722078, | |
| -0.7397027520131693, | |
| -0.7337477809146108, | |
| -0.7269885724912708, | |
| 0.7268361930831034, | |
| -0.7229653459556131, | |
| 0.7217591675845192, | |
| 0.7216012602496694, | |
| -0.7129457978011045, | |
| 0.7071650302366297, | |
| 0.6979379839855145, | |
| 0.6891040657870341, | |
| -0.6884318024802548, | |
| 0.6877876217585848, | |
| 0.6821703897800926, | |
| 0.6798198133863771, | |
| -0.6746455737162314, | |
| -0.6646728434383964, | |
| 0.6517702868406188, | |
| 0.6513110195182074, | |
| 0.647639168977215, | |
| 0.6468683476063326, | |
| -0.6403676971100545, | |
| 0.6356714643628418, | |
| -0.6331658187318915, | |
| 0.6330793560955652, | |
| 0.6307768648054859, | |
| 0.624968248789446, | |
| -0.6230652383041206, | |
| 0.6191287933216442, | |
| 0.6170167724079808, | |
| -0.6169273902753507, | |
| 0.6118200560113295, | |
| -0.6106587312921662, | |
| -0.6101294068319759, | |
| -0.6096142846127126, | |
| -0.6085500013379146, | |
| 0.6057450718365378, | |
| 0.6045807212697439, | |
| -0.5998219793325676, | |
| -0.5967675041134382, | |
| 0.5948000464704023, | |
| -0.5935887226716207, | |
| 0.5927782201429918, | |
| 0.5865710162654088, | |
| 0.5784623218743368, | |
| 0.578162773156654, | |
| 0.5695018062671181, | |
| 0.5626983801692448, | |
| -0.5584855287750551, | |
| 0.5575733881624731, | |
| 0.557286333677888, | |
| 0.5569007710095357, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.2531970314162981, | |
| "recall": 2.1428571428571432, | |
| "f1": 1.5814250817349251, | |
| "jaccard": 0.7975605705420307 | |
| } | |
| } | |
| } |