| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ACPT", | |
| "AARS", | |
| "AAAS", | |
| "ACOX3", | |
| "ALDH7A1", | |
| "ALG12", | |
| "ABI3", | |
| "ADAMTS1", | |
| "ADIPOR1", | |
| "ABCB10", | |
| "ACP5", | |
| "AADACL1", | |
| "A2LD1", | |
| "AAGAB", | |
| "AGMAT", | |
| "ACADM", | |
| "AGPAT6", | |
| "ATPIF1", | |
| "ACY1", | |
| "ABHD4", | |
| "ABCC1", | |
| "ALDOB", | |
| "AGK", | |
| "AIG1", | |
| "AIFM1", | |
| "AFF1", | |
| "ANKDD1A", | |
| "ACAD9", | |
| "ACLY", | |
| "ACSL3", | |
| "ADAMTSL4", | |
| "ALG9", | |
| "ABCA7", | |
| "ARRDC4", | |
| "AARSD1", | |
| "ADORA3", | |
| "ABAT", | |
| "BUD31", | |
| "ABHD11", | |
| "AKAP1", | |
| "ABR", | |
| "ALKBH8", | |
| "ALDH18A1", | |
| "ABCC5", | |
| "ANGPTL4", | |
| "ARF1", | |
| "ABCC4", | |
| "BRD8", | |
| "ADARB1", | |
| "C1orf86", | |
| "C12orf66", | |
| "CEACAM3", | |
| "ASB3", | |
| "ADPRH", | |
| "AIF1L", | |
| "AFF3", | |
| "API5", | |
| "AMT", | |
| "ABI1", | |
| "B2M", | |
| "ASAP1", | |
| "ARF3", | |
| "ABCC3", | |
| "ANKS3", | |
| "ATP13A1", | |
| "ANKRD49", | |
| "BCL2L11", | |
| "D4S234E", | |
| "ADCK1", | |
| "ACTN4", | |
| "ARHGEF19", | |
| "AGA", | |
| "CACNA1H", | |
| "ACBD3", | |
| "C11orf24", | |
| "C19orf12", | |
| "B3GNTL1", | |
| "BRP44L", | |
| "ACOT4", | |
| "BAMBI", | |
| "FAM21B", | |
| "ABHD3", | |
| "FBXO42", | |
| "TNFRSF19", | |
| "AIP", | |
| "CYP2S1", | |
| "SLC5A12", | |
| "ANKRD10", | |
| "FAAH2", | |
| "C12orf48", | |
| "ANKRD40", | |
| "ARGLU1", | |
| "GTF2H1", | |
| "AHSA2", | |
| "CD1A", | |
| "CDH26", | |
| "BYSL", | |
| "ACAD8", | |
| "CNN2", | |
| "C11orf57", | |
| "ACER2", | |
| "C9orf25", | |
| "APITD1", | |
| "ALKBH2", | |
| "ABCB7", | |
| "EHBP1", | |
| "IRAK1", | |
| "PURG", | |
| "ACRBP", | |
| "SDCCAG8", | |
| "ANKRD13C", | |
| "FCRL6", | |
| "ABHD14A", | |
| "ACSL1", | |
| "ACOT2", | |
| "ARHGEF3", | |
| "ACAA1", | |
| "AEBP2", | |
| "C18orf54", | |
| "C12orf52", | |
| "ABCF1", | |
| "CNNM2", | |
| "ACYP1", | |
| "NIT2", | |
| "B3GALT2", | |
| "ATP6V0A2", | |
| "NME4", | |
| "ARRDC1", | |
| "ATP6V1F", | |
| "ATPAF2", | |
| "ARHGAP27", | |
| "ACTR6", | |
| "RSC1A1", | |
| "APOM", | |
| "ACD", | |
| "KLHL35", | |
| "DPP8", | |
| "BCOR", | |
| "BBS9", | |
| "ACVRL1", | |
| "C14orf28", | |
| "C19orf30", | |
| "CYP4F22", | |
| "CABIN1", | |
| "MLF1IP", | |
| "DCXR", | |
| "ADO", | |
| "CASP10", | |
| "ASB8", | |
| "ARHGDIB", | |
| "TBRG1", | |
| "AP4E1", | |
| "RAD21", | |
| "CEACAM4", | |
| "ARHGAP22", | |
| "ANKRD52", | |
| "ANKHD1", | |
| "C16orf75", | |
| "ACBD4", | |
| "CADM1", | |
| "AKR7A2", | |
| "AHCYL1", | |
| "HDHD2", | |
| "APEH", | |
| "FAM24B", | |
| "ATG4C", | |
| "BPNT1", | |
| "ALG1", | |
| "ANK3", | |
| "ADSS", | |
| "C3orf21", | |
| "AGPAT1", | |
| "ACP2", | |
| "ANAPC11", | |
| "ARHGEF11", | |
| "CKS2", | |
| "ABI2", | |
| "C1orf38", | |
| "ATP1B3", | |
| "ANXA2P2", | |
| "C3orf39", | |
| "ABHD7", | |
| "C4orf33", | |
| "C14orf43", | |
| "OLIG1", | |
| "ARHGEF10", | |
| "CHRAC1", | |
| "C3orf58", | |
| "ACTR3B", | |
| "ACTR8", | |
| "ACSBG1", | |
| "C21orf56", | |
| "CAPN1", | |
| "ACOT9", | |
| "AMN1", | |
| "DEPDC6", | |
| "AKR1A1", | |
| "C11orf83", | |
| "ADSL", | |
| "ECH1", | |
| "LGALS12", | |
| "PHF12", | |
| "SUPV3L1", | |
| "C3orf19", | |
| "BMPR1A", | |
| "HIST2H2AA3", | |
| "C15orf17", | |
| "AASDH", | |
| "C9orf7", | |
| "EFR3B", | |
| "ARRB1", | |
| "APOBEC3H", | |
| "ATP6V1D", | |
| "CXCR1", | |
| "PEX11A", | |
| "C12orf41", | |
| "FLJ41484", | |
| "C1orf177", | |
| "ATP11C", | |
| "CPEB4", | |
| "C1orf156", | |
| "ATXN3", | |
| "DCP1B", | |
| "BCL7C", | |
| "HINFP", | |
| "ENDOG", | |
| "NAPRT1", | |
| "CDC2L1", | |
| "VKORC1", | |
| "RLN2", | |
| "LARGE", | |
| "ALS2CR14", | |
| "ARPC1A", | |
| "ACRC", | |
| "ATP6V1E1", | |
| "KCNK4", | |
| "AAK1", | |
| "CWC15", | |
| "GTPBP2", | |
| "CHST13", | |
| "FBN2", | |
| "DOK1", | |
| "AP3B1", | |
| "PARP16", | |
| "C19orf63", | |
| "TP53", | |
| "ANKRD46", | |
| "ATP6V1E2", | |
| "C18orf8", | |
| "CPSF3L", | |
| "ARHGAP21", | |
| "ANK1", | |
| "C21orf122", | |
| "AVEN", | |
| "C5orf33", | |
| "ALG11", | |
| "ABLIM3", | |
| "ALG3", | |
| "HIST1H3E", | |
| "PRR4", | |
| "ARL2", | |
| "ABHD14B", | |
| "CLCN7", | |
| "C5orf35", | |
| "ANXA1", | |
| "IGF2BP1", | |
| "C19orf47", | |
| "ANKRD35", | |
| "TMSB10", | |
| "AIM2", | |
| "CCDC43", | |
| "ANKRD44", | |
| "AMAC1L3", | |
| "TNFRSF10C", | |
| "ACTR3", | |
| "C21orf7", | |
| "AGBL5", | |
| "GRM2", | |
| "FAM30A", | |
| "ATM", | |
| "CAND2", | |
| "DNAJC21", | |
| "SFPQ", | |
| "AK1", | |
| "AAMP", | |
| "ACAT1", | |
| "SH3YL1", | |
| "ADPRHL2", | |
| "FLJ35776", | |
| "C13orf31", | |
| "FAM21D", | |
| "CNIH4", | |
| "ASPSCR1", | |
| "C12orf23", | |
| "CCDC41", | |
| "ATP6AP1L", | |
| "C3orf17", | |
| "ATP8B4", | |
| "ADNP", | |
| "PSMB3", | |
| "IPO8", | |
| "GPM6A", | |
| "ATPAF1", | |
| "KLHDC4", | |
| "ADAM8", | |
| "AKR1C3", | |
| "E2F3", | |
| "DHX34", | |
| "LENG1", | |
| "CKAP2", | |
| "C2orf37", | |
| "EXOSC8", | |
| "CDC42SE1", | |
| "C14orf4", | |
| "C2orf64", | |
| "C14orf45", | |
| "FLVCR1", | |
| "ALMS1", | |
| "C14orf169", | |
| "FLJ45513", | |
| "DDR1", | |
| "AGPAT9", | |
| "C9orf156", | |
| "COPS7B", | |
| "JMJD2C", | |
| "CPM", | |
| "CCT7", | |
| "ATG2A", | |
| "MRPS21", | |
| "CECR5", | |
| "ANXA2P1", | |
| "B3GAT1", | |
| "FBXL8", | |
| "CRYL1", | |
| "C21orf91", | |
| "FUCA1", | |
| "ALG10B", | |
| "PAN3", | |
| "C11orf82", | |
| "AGGF1", | |
| "ANXA4", | |
| "ERBB2IP", | |
| "SNORA62", | |
| "C14orf145", | |
| "DHRS11", | |
| "CAPS", | |
| "TBC1D9B", | |
| "FAM158A", | |
| "C15orf26", | |
| "PRKAA1", | |
| "OSBPL2", | |
| "ZNF34", | |
| "AMY2A", | |
| "LMNA", | |
| "C20orf103", | |
| "PHLDA1", | |
| "ATF3", | |
| "AIDA", | |
| "ATPGD1", | |
| "ATG2B", | |
| "ANTXR2", | |
| "DNA2", | |
| "ACVR2A", | |
| "HLA-C", | |
| "CDKN2D", | |
| "AMY2B", | |
| "BTN3A3", | |
| "C3orf50", | |
| "C20orf100", | |
| "THUMPD3", | |
| "AURKAIP1", | |
| "CAMK4", | |
| "CAMTA1", | |
| "C5orf30", | |
| "DYM", | |
| "AMDHD2", | |
| "C19orf29", | |
| "RTKN2", | |
| "APRT", | |
| "ATP5G1", | |
| "KLHDC8B", | |
| "CD244", | |
| "HLA-A29", | |
| "ATG12", | |
| "C1orf77", | |
| "RWDD2B", | |
| "MGC27345", | |
| "ATXN10", | |
| "EXTL2", | |
| "TFG", | |
| "AMBRA1", | |
| "ATP6V0B", | |
| "ASCC1", | |
| "ATP5I", | |
| "ANAPC1", | |
| "AHCYL2", | |
| "BRPF1", | |
| "NR1H2", | |
| "EGOT", | |
| "FSD1", | |
| "COQ7", | |
| "LAMB2L", | |
| "SMCHD1", | |
| "CCDC6", | |
| "CLTB", | |
| "TMEM87A", | |
| "BTBD7", | |
| "LRRC23", | |
| "CCNH", | |
| "PHGDH", | |
| "NEDD4L", | |
| "SNORD21", | |
| "ALDH2", | |
| "ARL16", | |
| "ANKRD33", | |
| "CDC42BPB", | |
| "ARL6IP1", | |
| "ST3GAL2", | |
| "ARV1", | |
| "ERCC8", | |
| "CHPF", | |
| "CCT4", | |
| "C14orf179", | |
| "ACAA2", | |
| "ABLIM1", | |
| "C5orf21", | |
| "CENPK", | |
| "ADK", | |
| "C22orf32", | |
| "ZNRF2", | |
| "C9orf127", | |
| "DHRS1", | |
| "SLC25A6", | |
| "GMFB", | |
| "ATP5G3", | |
| "AKR1B1", | |
| "ENTPD4", | |
| "AP1G2", | |
| "SFXN3", | |
| "MRPL43", | |
| "APOL6", | |
| "PHF13", | |
| "CAPN5", | |
| "RNASEH2A", | |
| "CD52", | |
| "CENPB", | |
| "CCRK", | |
| "ZNF432", | |
| "CDKN2AIP", | |
| "NIF3L1", | |
| "ASB7", | |
| "AFMID", | |
| "C9orf90", | |
| "AP2M1", | |
| "C9orf40", | |
| "ASH2L", | |
| "TMEM50B", | |
| "PTCD1", | |
| "ARHGAP15", | |
| "C1orf26", | |
| "BNIP1", | |
| "C1orf97", | |
| "C19orf44", | |
| "C10orf76", | |
| "C10orf105", | |
| "GORASP2", | |
| "RUNX2", | |
| "ZNF429", | |
| "ALDH16A1", | |
| "SLC35B2", | |
| "EXOSC1", | |
| "SLC2A3", | |
| "ZP3", | |
| "RALBP1", | |
| "ATXN1", | |
| "KCNA3", | |
| "C14orf174", | |
| "ATG5", | |
| "HKR1", | |
| "FLJ10916", | |
| "SCARNA27", | |
| "TTF2", | |
| "ORAI3", | |
| "SNORD96A", | |
| "C1orf216" | |
| ], | |
| "Coefficient": [ | |
| 2.5108189088126323, | |
| -2.4717209159119946, | |
| -2.396164535647104, | |
| -1.8952778265029206, | |
| 1.843620578268183, | |
| 1.7874616916797235, | |
| 1.7349587337758734, | |
| -1.6812137068631527, | |
| -1.548874193003617, | |
| -1.5465751435681454, | |
| -1.3553081736307544, | |
| 1.3334192542369077, | |
| 1.2228281001907024, | |
| 1.1815510095312398, | |
| -1.1747184401414081, | |
| -1.1343979820039352, | |
| -1.1050802822577115, | |
| 1.0953259189032958, | |
| 1.0775120610987756, | |
| -1.045947947807754, | |
| -1.0128624682737941, | |
| 0.964207401513177, | |
| -0.952382813323774, | |
| -0.910562633197316, | |
| -0.9071547850708175, | |
| -0.884950535256576, | |
| 0.8395977675759693, | |
| 0.8372794219495243, | |
| -0.8148575005606167, | |
| -0.8119407552850922, | |
| 0.7963258506348468, | |
| -0.7752101215337174, | |
| -0.6965979217735795, | |
| -0.6657438579666707, | |
| -0.6287362200096055, | |
| 0.6267500719093425, | |
| 0.6126055411508193, | |
| 0.6119247471525275, | |
| 0.6053553384421646, | |
| -0.5885470201278946, | |
| -0.5790422130171665, | |
| -0.5672698016945067, | |
| -0.5649536058661098, | |
| -0.5383590941809853, | |
| -0.5158335967300571, | |
| -0.49869414350959573, | |
| -0.4861856939105487, | |
| 0.4824972283291022, | |
| 0.48068437311326645, | |
| -0.4748207561341827, | |
| 0.4705557186828837, | |
| -0.4619936743762337, | |
| -0.4576054239958444, | |
| -0.45415927112839743, | |
| 0.4370742614424236, | |
| 0.43573456758471935, | |
| 0.4333544405648949, | |
| -0.4307934057251336, | |
| -0.4279648103846505, | |
| 0.4244554923637692, | |
| -0.4239753134968039, | |
| -0.4215955850029334, | |
| -0.41866967008824024, | |
| -0.40064711344821907, | |
| 0.40046840485056157, | |
| 0.3995901143810485, | |
| -0.3965375115599974, | |
| -0.3930856580151352, | |
| 0.3918756911156529, | |
| 0.39109803805360094, | |
| -0.3870637178415376, | |
| 0.37893592134541976, | |
| 0.3763609941279166, | |
| -0.37254301075788726, | |
| 0.36602534808319576, | |
| 0.3627992374017011, | |
| -0.36242071608475773, | |
| 0.3622548539778761, | |
| 0.3571483824062227, | |
| 0.3555975038685819, | |
| 0.34702990212563106, | |
| 0.338707739526932, | |
| -0.3347982204687189, | |
| 0.33214547377486153, | |
| 0.3314721592042414, | |
| -0.32463575045428406, | |
| -0.3225189824042325, | |
| -0.317990124133198, | |
| 0.3161920817609991, | |
| 0.31384460679181, | |
| -0.3116822248716487, | |
| -0.3044214015091462, | |
| -0.3029733469380252, | |
| -0.2994124935152962, | |
| 0.29905764567525533, | |
| 0.29020350204920137, | |
| 0.28857696756938844, | |
| -0.28835710239157936, | |
| 0.28793334912171625, | |
| -0.28425587962150095, | |
| -0.27652632254867643, | |
| 0.27061764176974895, | |
| -0.2689340747060069, | |
| 0.26820631458174227, | |
| 0.26762771684950254, | |
| 0.26737310595392155, | |
| -0.26414284145590783, | |
| -0.26397279043887667, | |
| 0.2602330308318179, | |
| -0.2599849230648627, | |
| -0.2573808796200189, | |
| 0.2549001498908077, | |
| 0.25006203463879667, | |
| -0.2439850052881788, | |
| 0.24345410364722933, | |
| 0.24175885020963392, | |
| -0.23922022874496612, | |
| 0.23339300563151985, | |
| 0.23221218314822076, | |
| 0.23015992708259977, | |
| -0.22729944581562317, | |
| -0.22490635106117132, | |
| 0.21842702539949252, | |
| 0.21527044971236126, | |
| -0.2104995176138028, | |
| -0.20919213574286344, | |
| -0.20841487878879786, | |
| 0.20823862536553248, | |
| 0.20707097228246812, | |
| 0.20337286105972954, | |
| -0.2005095242479812, | |
| 0.19915347313566, | |
| -0.19296496191720744, | |
| -0.19290095398449716, | |
| -0.19206046083841913, | |
| 0.19193652692002613, | |
| 0.1902672979432519, | |
| 0.18987849933431264, | |
| 0.186059646287444, | |
| 0.18570215377565932, | |
| 0.18248652434372956, | |
| 0.17698315763275954, | |
| 0.17269167856526177, | |
| -0.1723209889544058, | |
| -0.1714488253519185, | |
| 0.17105366840442054, | |
| -0.17009741641429987, | |
| 0.16720610269288516, | |
| -0.16653668762281712, | |
| 0.16481465580616753, | |
| 0.1647008500916503, | |
| -0.16282908396414394, | |
| 0.16165292833202727, | |
| -0.16115879337042668, | |
| -0.15868257138417688, | |
| 0.15843704303889658, | |
| -0.15419490487522508, | |
| 0.1537783580104384, | |
| -0.15276151047912406, | |
| -0.15086444597734036, | |
| 0.149861806297237, | |
| 0.14875990096619085, | |
| -0.1486902071881982, | |
| 0.14605013722097165, | |
| -0.14573397856490178, | |
| -0.14541689649749387, | |
| 0.1449709469986958, | |
| 0.14421088068931384, | |
| -0.14166187996346677, | |
| -0.13753289694664686, | |
| 0.13714840089473618, | |
| -0.13578882377184848, | |
| 0.1357692873841728, | |
| 0.1353352814071123, | |
| 0.13353792991207322, | |
| 0.1333298369275266, | |
| -0.13215908150424138, | |
| 0.1311257748454061, | |
| 0.1303969962604811, | |
| -0.12907393068449502, | |
| 0.12862664233774707, | |
| 0.12739686595728542, | |
| 0.12666825421692, | |
| -0.12499762878218823, | |
| -0.12457279704659178, | |
| 0.1234215812409091, | |
| 0.1221546787212956, | |
| 0.11945575834455925, | |
| -0.11934873311639686, | |
| -0.11920106440989107, | |
| -0.1186372954436681, | |
| -0.11535431945242161, | |
| -0.11481928422281616, | |
| -0.11443309211398593, | |
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| 0.11109981132871809, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.4717209159119946, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 3.0924000282109203, | |
| "r_squared": -2.09240002821092 | |
| }, | |
| "selection": { | |
| "precision": 0.40343175364137523, | |
| "recall": 10.666666666666666, | |
| "f1": 0.7773751695507061, | |
| "jaccard": 0.3905583349539362 | |
| } | |
| } | |
| } |