| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ACPT", | |
| "AARS", | |
| "AAAS", | |
| "ACOX3", | |
| "ALDH7A1", | |
| "ALG12", | |
| "ABI3", | |
| "ADAMTS1", | |
| "ABCB10", | |
| "ADIPOR1", | |
| "ACP5", | |
| "AADACL1", | |
| "A2LD1", | |
| "AGMAT", | |
| "AAGAB", | |
| "ACADM", | |
| "AGPAT6", | |
| "ATPIF1", | |
| "ACY1", | |
| "ABHD4", | |
| "ABCC1", | |
| "ALDOB", | |
| "AGK", | |
| "AIG1", | |
| "AIFM1", | |
| "AFF1", | |
| "ANKDD1A", | |
| "ACAD9", | |
| "ACLY", | |
| "ACSL3", | |
| "ADAMTSL4", | |
| "ALG9", | |
| "ARRDC4", | |
| "ABCA7", | |
| "AARSD1", | |
| "ABAT", | |
| "ADORA3", | |
| "BUD31", | |
| "ABHD11", | |
| "AKAP1", | |
| "ABR", | |
| "ALKBH8", | |
| "ALDH18A1", | |
| "ABCC5", | |
| "ANGPTL4", | |
| "ARF1", | |
| "ABCC4", | |
| "ADARB1", | |
| "C12orf66", | |
| "BRD8", | |
| "C1orf86", | |
| "ASB3", | |
| "CEACAM3", | |
| "AMT", | |
| "ADPRH", | |
| "AFF3", | |
| "API5", | |
| "ABI1", | |
| "ARF3", | |
| "B2M", | |
| "ASAP1", | |
| "AIF1L", | |
| "ANKS3", | |
| "ANKRD49", | |
| "ABCC3", | |
| "ATP13A1", | |
| "ARHGEF19", | |
| "BCL2L11", | |
| "ACTN4", | |
| "ADCK1", | |
| "D4S234E", | |
| "CACNA1H", | |
| "AGA", | |
| "BRP44L", | |
| "C11orf24", | |
| "B3GNTL1", | |
| "ACBD3", | |
| "BAMBI", | |
| "C19orf12", | |
| "ACOT4", | |
| "ABHD3", | |
| "FAM21B", | |
| "FBXO42", | |
| "ANKRD10", | |
| "TNFRSF19", | |
| "SLC5A12", | |
| "CYP2S1", | |
| "FAAH2", | |
| "ANKRD40", | |
| "AIP", | |
| "C12orf48", | |
| "ARGLU1", | |
| "CD1A", | |
| "GTF2H1", | |
| "BYSL", | |
| "CNN2", | |
| "ACAD8", | |
| "CDH26", | |
| "AHSA2", | |
| "ACER2", | |
| "APITD1", | |
| "ALKBH2", | |
| "C11orf57", | |
| "IRAK1", | |
| "EHBP1", | |
| "SDCCAG8", | |
| "C9orf25", | |
| "PURG", | |
| "ANKRD13C", | |
| "ABCB7", | |
| "FCRL6", | |
| "ACRBP", | |
| "ABHD14A", | |
| "ACOT2", | |
| "ACAA1", | |
| "ACSL1", | |
| "ACYP1", | |
| "ARHGEF3", | |
| "AEBP2", | |
| "C18orf54", | |
| "C12orf52", | |
| "ABCF1", | |
| "NIT2", | |
| "ATP6V0A2", | |
| "NME4", | |
| "CNNM2", | |
| "ACTR6", | |
| "B3GALT2", | |
| "ARHGAP27", | |
| "ATP6V1F", | |
| "ARRDC1", | |
| "ACVRL1", | |
| "KLHL35", | |
| "RSC1A1", | |
| "APOM", | |
| "ACD", | |
| "C14orf28", | |
| "ATPAF2", | |
| "BCOR", | |
| "DPP8", | |
| "BBS9", | |
| "CABIN1", | |
| "C19orf30", | |
| "ADO", | |
| "MLF1IP", | |
| "ASB8", | |
| "DCXR", | |
| "TBRG1", | |
| "CYP4F22", | |
| "CASP10", | |
| "CEACAM4", | |
| "AP4E1", | |
| "ANKHD1", | |
| "RAD21", | |
| "ACBD4", | |
| "ARHGDIB", | |
| "ARHGAP22", | |
| "ANKRD52", | |
| "HDHD2", | |
| "AKR7A2", | |
| "BPNT1", | |
| "C16orf75", | |
| "ATG4C", | |
| "AHCYL1", | |
| "FAM24B", | |
| "APEH", | |
| "ALG1", | |
| "ABI2", | |
| "ANK3", | |
| "AGPAT1", | |
| "ACP2", | |
| "CADM1", | |
| "ATP1B3", | |
| "CKS2", | |
| "ABHD7", | |
| "C1orf38", | |
| "ADSS", | |
| "C3orf21", | |
| "ARHGEF10", | |
| "ARHGEF11", | |
| "C3orf39", | |
| "ANXA2P2", | |
| "ANAPC11", | |
| "OLIG1", | |
| "ACOT9", | |
| "AMN1", | |
| "C14orf43", | |
| "C4orf33", | |
| "CHRAC1", | |
| "AKR1A1", | |
| "C11orf83", | |
| "CAPN1", | |
| "C21orf56", | |
| "EFR3B", | |
| "ACTR3B", | |
| "LGALS12", | |
| "DEPDC6", | |
| "ACTR8", | |
| "ACSBG1", | |
| "SUPV3L1", | |
| "AASDH", | |
| "PHF12", | |
| "C1orf177", | |
| "C3orf19", | |
| "ADSL", | |
| "C3orf58", | |
| "AAK1", | |
| "FLJ41484", | |
| "HIST2H2AA3", | |
| "ECH1", | |
| "C9orf7", | |
| "APOBEC3H", | |
| "C15orf17", | |
| "BMPR1A", | |
| "ENDOG", | |
| "ARRB1", | |
| "ATP11C", | |
| "C12orf41", | |
| "PEX11A", | |
| "CPEB4", | |
| "ATP6V1D", | |
| "C1orf156", | |
| "HINFP", | |
| "C19orf63", | |
| "NAPRT1", | |
| "LARGE", | |
| "CDC2L1", | |
| "DCP1B", | |
| "ALS2CR14", | |
| "ARPC1A", | |
| "CXCR1", | |
| "GTPBP2", | |
| "VKORC1", | |
| "PARP16", | |
| "ATXN3", | |
| "AP3B1", | |
| "BCL7C", | |
| "ATP6V1E1", | |
| "DOK1", | |
| "KCNK4", | |
| "FBN2", | |
| "CPSF3L", | |
| "RLN2", | |
| "ACRC", | |
| "CHST13", | |
| "ATP6V1E2", | |
| "CWC15", | |
| "AIM2", | |
| "ALG3", | |
| "AVEN", | |
| "C5orf33", | |
| "C21orf122", | |
| "HIST1H3E", | |
| "C18orf8", | |
| "ARHGAP21", | |
| "TP53", | |
| "ABHD14B", | |
| "ABLIM3", | |
| "C5orf35", | |
| "ANKRD46", | |
| "CLCN7", | |
| "ANK1", | |
| "TMSB10", | |
| "ANXA1", | |
| "AMAC1L3", | |
| "TNFRSF10C", | |
| "ALG11", | |
| "PRR4", | |
| "GRM2", | |
| "AGBL5", | |
| "ARL2", | |
| "CCDC43", | |
| "SH3YL1", | |
| "ASPSCR1", | |
| "CAND2", | |
| "DNAJC21", | |
| "ACTR3", | |
| "ANKRD35", | |
| "ACAT1", | |
| "FAM30A", | |
| "C13orf31", | |
| "ANKRD44", | |
| "ADPRHL2", | |
| "ADAM8", | |
| "C19orf47", | |
| "CCDC41", | |
| "IGF2BP1", | |
| "C12orf23", | |
| "CNIH4", | |
| "FAM21D", | |
| "C21orf7", | |
| "AAMP", | |
| "ATPAF1", | |
| "GPM6A", | |
| "AKR1C3", | |
| "ATM", | |
| "PSMB3", | |
| "FLJ35776", | |
| "SFPQ", | |
| "DHX34", | |
| "KLHDC4", | |
| "AK1", | |
| "IPO8", | |
| "ADNP", | |
| "ATP6AP1L", | |
| "CKAP2", | |
| "ALG10B", | |
| "C14orf4", | |
| "C2orf64", | |
| "CDC42SE1", | |
| "E2F3", | |
| "C2orf37", | |
| "C3orf17", | |
| "LENG1", | |
| "EXOSC8", | |
| "ALMS1", | |
| "FLJ45513", | |
| "FBXL8", | |
| "COPS7B", | |
| "C14orf45", | |
| "C14orf169", | |
| "MRPS21", | |
| "ATP8B4", | |
| "CRYL1", | |
| "FLVCR1", | |
| "CPM", | |
| "C9orf156", | |
| "C20orf103", | |
| "ANXA2P1", | |
| "B3GAT1", | |
| "ATG2A", | |
| "OSBPL2", | |
| "CECR5", | |
| "CAPS", | |
| "AGGF1", | |
| "JMJD2C", | |
| "FUCA1", | |
| "AGPAT9", | |
| "C11orf82", | |
| "CCT7", | |
| "DHRS11", | |
| "C21orf91", | |
| "CDKN2D", | |
| "ERBB2IP", | |
| "THUMPD3", | |
| "ACVR2A", | |
| "C14orf145", | |
| "DDR1", | |
| "AIDA", | |
| "C3orf50", | |
| "COQ7", | |
| "C15orf26", | |
| "PRKAA1", | |
| "AMY2A", | |
| "ATF3", | |
| "LMNA", | |
| "ANTXR2", | |
| "TBC1D9B", | |
| "FAM158A", | |
| "DNA2", | |
| "ZNF34", | |
| "SNORA62", | |
| "ANXA4", | |
| "AMY2B", | |
| "CAMTA1", | |
| "ATG2B", | |
| "C5orf30", | |
| "PHLDA1", | |
| "C20orf100", | |
| "RTKN2", | |
| "CD244", | |
| "ATPGD1", | |
| "CAMK4", | |
| "DYM", | |
| "ANAPC1", | |
| "EXTL2", | |
| "ATP5G1", | |
| "AMDHD2", | |
| "HLA-A29", | |
| "BTN3A3", | |
| "KLHDC8B", | |
| "MGC27345", | |
| "AURKAIP1", | |
| "ATP5I", | |
| "PAN3", | |
| "ARL16", | |
| "ST3GAL2", | |
| "ATP6V0B", | |
| "APRT", | |
| "RWDD2B", | |
| "ASCC1", | |
| "AMBRA1", | |
| "LRRC23", | |
| "HLA-C", | |
| "AHCYL2", | |
| "ARPC5", | |
| "FSD1", | |
| "LAMB2L", | |
| "TFG", | |
| "C1orf77", | |
| "CLTB", | |
| "EGOT", | |
| "PHGDH", | |
| "CDC42BPB", | |
| "RSU1", | |
| "BRPF1", | |
| "CCNH", | |
| "DHRS1", | |
| "TMEM87A", | |
| "ERCC8", | |
| "ALDH2", | |
| "C19orf29", | |
| "ARL6IP1", | |
| "ACAA2", | |
| "C14orf179", | |
| "SNORD21", | |
| "NR1H2", | |
| "AKR1B1", | |
| "SMCHD1", | |
| "CCDC6", | |
| "ANKRD33", | |
| "ATG12", | |
| "ZNRF2", | |
| "ATP5G3", | |
| "C22orf32", | |
| "CENPK", | |
| "C9orf127", | |
| "ARHGAP15", | |
| "CAPN5", | |
| "SFXN3", | |
| "ABLIM1", | |
| "SNORD96A", | |
| "CHPF", | |
| "CENPB", | |
| "CEP135", | |
| "CDKN2AIP", | |
| "CCT4", | |
| "ADK", | |
| "ENTPD4", | |
| "C5orf21", | |
| "AP1G2", | |
| "PTCD1", | |
| "HIGD2A", | |
| "GORASP2", | |
| "MRPL43", | |
| "CDR2", | |
| "ASB7", | |
| "ASH2L", | |
| "C9orf90", | |
| "CD72", | |
| "C10orf105", | |
| "PHF13", | |
| "RUNX2", | |
| "SLC35B2", | |
| "ALDH16A1", | |
| "C19orf44", | |
| "CCT6B", | |
| "PNO1", | |
| "ZNF432", | |
| "EXOSC1", | |
| "PLA2G12A", | |
| "C1orf97", | |
| "AGAP8", | |
| "ATG5", | |
| "ANKMY1", | |
| "C1orf216", | |
| "C3orf54", | |
| "NIF3L1", | |
| "ANKRA2", | |
| "AP2M1", | |
| "C11orf80", | |
| "CCDC138", | |
| "ZNF429", | |
| "BEST1", | |
| "C14orf174", | |
| "GADD45GIP1", | |
| "TWF1", | |
| "SNORD25", | |
| "GSTA4" | |
| ], | |
| "Coefficient": [ | |
| 2.5291572338031014, | |
| -2.468679908015775, | |
| -2.3998764815522664, | |
| -1.8902030461590347, | |
| 1.8413333068709121, | |
| 1.7845939565091178, | |
| 1.73586087575889, | |
| -1.691851452347299, | |
| -1.5447714936054644, | |
| -1.5365480700220484, | |
| -1.3574256583022943, | |
| 1.287249129305107, | |
| 1.2327319350576043, | |
| -1.1804245769464132, | |
| 1.1658724959020963, | |
| -1.132560137300814, | |
| -1.1070235784558387, | |
| 1.0968094306956377, | |
| 1.057736164764737, | |
| -1.054025058266589, | |
| -1.0282177814676174, | |
| 0.9577445555377583, | |
| -0.9445894035314202, | |
| -0.9206996960865401, | |
| -0.8997920325863634, | |
| -0.8874577475007014, | |
| 0.8367580262305505, | |
| 0.8358818831956961, | |
| -0.8157901983409961, | |
| -0.8143146768854008, | |
| 0.8120725709707037, | |
| -0.7677271623697592, | |
| -0.6887060930753643, | |
| -0.6849296640559234, | |
| -0.6425802966704398, | |
| 0.6240628828418218, | |
| 0.6178226994406326, | |
| 0.6134023367070393, | |
| 0.5953458549992684, | |
| -0.5753035877783707, | |
| -0.5702477793948222, | |
| -0.5676692126947924, | |
| -0.5478553247669193, | |
| -0.5333620022273343, | |
| -0.5096589911016777, | |
| -0.5010473386660353, | |
| -0.49470527363082045, | |
| 0.49341336636171634, | |
| 0.48589811428467816, | |
| 0.48439356989417603, | |
| -0.4678020647784537, | |
| -0.45335699266862794, | |
| -0.45300241126373686, | |
| -0.43731659983417, | |
| -0.43731390666220965, | |
| 0.4322321674031715, | |
| 0.4298715614030836, | |
| -0.4281391151338928, | |
| -0.4281115478928201, | |
| 0.42723837108676266, | |
| -0.42552066875392575, | |
| 0.42344109699003823, | |
| -0.41567114295272284, | |
| 0.405296221939633, | |
| -0.4037478037540113, | |
| 0.3985487129348617, | |
| -0.39603784880314175, | |
| -0.39550249100790763, | |
| 0.3942174985109863, | |
| 0.3908976482768938, | |
| -0.3856557228744712, | |
| 0.37914520914674965, | |
| 0.3678389761974246, | |
| 0.3668539469455861, | |
| 0.36537412999761054, | |
| -0.3646748255968527, | |
| -0.35732230776447327, | |
| 0.3572182157826749, | |
| 0.3523210885254333, | |
| 0.3522636814053012, | |
| 0.34897504731107054, | |
| 0.34522917103205525, | |
| -0.3399089601350661, | |
| -0.33352907062284903, | |
| 0.33171840662041024, | |
| -0.3307870478934464, | |
| -0.32684501498555574, | |
| 0.31707942762528696, | |
| -0.31132851532727324, | |
| 0.3108616041468461, | |
| 0.3030563898824167, | |
| -0.30120987721220166, | |
| 0.30111719122427716, | |
| -0.2989015354910083, | |
| 0.2968973565021754, | |
| 0.2936123599750436, | |
| -0.2929312577390499, | |
| 0.290808069645563, | |
| -0.2832250859118218, | |
| -0.2801392722300983, | |
| -0.2761974836612269, | |
| 0.2734797945246188, | |
| -0.2733711058127609, | |
| -0.2689283283464562, | |
| 0.26832222734558087, | |
| -0.26469851496120594, | |
| 0.26409126596626137, | |
| -0.2620736373086662, | |
| -0.26127831007711505, | |
| 0.2583401854183369, | |
| 0.25713567218929956, | |
| 0.25343508992885555, | |
| 0.25269723811488765, | |
| 0.24638125731583926, | |
| -0.2454860688171487, | |
| -0.24544302674125848, | |
| 0.23918794605939023, | |
| 0.2389632776818666, | |
| 0.23643915101793156, | |
| 0.23539969419158022, | |
| 0.22915147687433124, | |
| -0.22687946218571572, | |
| 0.220852982881881, | |
| -0.21931245002049002, | |
| -0.21510100922188202, | |
| -0.2138118356066058, | |
| 0.21086290185853165, | |
| -0.2066336957750139, | |
| -0.20465169664791677, | |
| 0.20295808260212195, | |
| 0.20195511258478477, | |
| 0.19737079205288602, | |
| 0.19678225445826, | |
| -0.19610485953913795, | |
| -0.1946137178416995, | |
| -0.19405737685015562, | |
| 0.18803920217154904, | |
| 0.187357415086265, | |
| 0.18624265801796558, | |
| 0.1845314310942718, | |
| 0.17988833097085785, | |
| -0.17723160357651127, | |
| 0.17639680187726017, | |
| -0.17128858884960993, | |
| -0.170533677990918, | |
| -0.16773985247467924, | |
| 0.1677039093498538, | |
| 0.16624305549006504, | |
| 0.16451887879641214, | |
| 0.16346071929398762, | |
| -0.16126275355459185, | |
| -0.16020717674323967, | |
| -0.15996347048505555, | |
| 0.15913010112826048, | |
| -0.15761182775325905, | |
| 0.15690988027975616, | |
| -0.15183662662767025, | |
| 0.14995327593007604, | |
| -0.14970500978840687, | |
| 0.14948629639454308, | |
| 0.1485943109468842, | |
| 0.14835822371870203, | |
| -0.14771768137345434, | |
| 0.14682827052509906, | |
| -0.14503693471094614, | |
| 0.1442255140367703, | |
| 0.14403097770257212, | |
| -0.1417240311223993, | |
| -0.14161087188301694, | |
| -0.13940177322089695, | |
| 0.1376334227482587, | |
| -0.1372570962475144, | |
| 0.13722810662504056, | |
| 0.13533219758049847, | |
| 0.13473260403452386, | |
| 0.1326590054429281, | |
| -0.1324187296068118, | |
| 0.13176386631614403, | |
| 0.13164551712088854, | |
| 0.1301305747267062, | |
| 0.12909907129092157, | |
| -0.12712466993550467, | |
| 0.12589915265593324, | |
| -0.12544201100744554, | |
| -0.12281212201247825, | |
| -0.12182057072940096, | |
| -0.12029273684404247, | |
| 0.11806009632395492, | |
| 0.11712603561714213, | |
| 0.1152494333286663, | |
| -0.11361265362519049, | |
| -0.11338950931135329, | |
| -0.11241612453256307, | |
| -0.11166062397522748, | |
| -0.11139981381769808, | |
| 0.11029838949434849, | |
| 0.10882589304667369, | |
| -0.10844360696492406, | |
| -0.10823407266255473, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 3.0611616684733325, | |
| "r_squared": -2.061161668473333 | |
| }, | |
| "selection": { | |
| "precision": 0.3994767066066091, | |
| "recall": 10.666666666666666, | |
| "f1": 0.7700532843024301, | |
| "jaccard": 0.38687171476276827 | |
| } | |
| } | |
| } |