| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CDKN2B-AS1", | |
| "ABCC5", | |
| "AL590762", | |
| "AC007787", | |
| "ADAM12", | |
| "AK098263", | |
| "ATP8A2", | |
| "DDX11L2", | |
| "GEM", | |
| "CEACAM21", | |
| "CCDC138", | |
| "ADAMTS1", | |
| "AC104537", | |
| "CLIC5", | |
| "BSPRY", | |
| "AC002059", | |
| "ACO1", | |
| "CASC5", | |
| "AJ011981", | |
| "BTN3A2", | |
| "ASGR2", | |
| "CAND2", | |
| "GSDMB", | |
| "B3GNT9", | |
| "LILRA3", | |
| "C17orf99", | |
| "AC124997", | |
| "AC009237", | |
| "ALMS1P", | |
| "AC009133", | |
| "BMS1P6", | |
| "FAM24A", | |
| "ADRA2A", | |
| "CTD-2639E6", | |
| "ADORA2A", | |
| "AC005537", | |
| "RP11-1L12", | |
| "ACP5", | |
| "NEFL", | |
| "VSIG10", | |
| "AC092667", | |
| "APOPT1", | |
| "BC047644", | |
| "ATOH7", | |
| "BOLA3-AS1", | |
| "ACSBG2", | |
| "APELA", | |
| "TMEM45A", | |
| "FBLN5", | |
| "DIXDC1", | |
| "C1orf54", | |
| "ABCC9", | |
| "ATP7A", | |
| "CABP7", | |
| "C15orf48", | |
| "BOLA1", | |
| "C20orf85", | |
| "COG1", | |
| "ACTN3", | |
| "AX746830", | |
| "CNRIP1", | |
| "CNGA3", | |
| "ARHGAP39", | |
| "BRICD5", | |
| "CAB39L", | |
| "AK093362", | |
| "AC005498", | |
| "KCTD11", | |
| "CCRN4L", | |
| "SYCP2L", | |
| "ALDH7A1", | |
| "BC044614", | |
| "RP13-638C3", | |
| "ABCB9", | |
| "C1orf74", | |
| "ANKRD16", | |
| "PLD5", | |
| "AGAP11", | |
| "ARRDC1", | |
| "CLCN4", | |
| "AV4S1", | |
| "ARHGEF26", | |
| "CARS2", | |
| "ABCA2", | |
| "LGALS4", | |
| "AMFR", | |
| "ARRB1", | |
| "ACSF3", | |
| "HOXB8", | |
| "CCNT2-AS1", | |
| "C19orf33", | |
| "CCDC79", | |
| "BUB1B", | |
| "ASZ1", | |
| "CNNM4", | |
| "ALAS2", | |
| "CLEC3A", | |
| "ALG1", | |
| "ASPH", | |
| "RPH3A", | |
| "B3GAT1", | |
| "ANK2", | |
| "AK055967", | |
| "CKAP2", | |
| "COPG2", | |
| "CNPY1", | |
| "CAV2", | |
| "ACE2", | |
| "ANKRD36BP2", | |
| "CYP4Z2P", | |
| "CRCT1", | |
| "ACACA", | |
| "AKAP17A", | |
| "C1QTNF7", | |
| "ASAH2B", | |
| "ABCB6", | |
| "DEFA1", | |
| "CTD-3203P2", | |
| "DQ582785", | |
| "PEX6", | |
| "ABCC6", | |
| "ANKRD30BL", | |
| "FIBIN", | |
| "HIVEP3", | |
| "GPR1-AS", | |
| "APTR", | |
| "NGFRAP1", | |
| "ANKRD37", | |
| "AES", | |
| "KRT1", | |
| "AMIGO1", | |
| "RAPGEF4", | |
| "C3orf14", | |
| "ABHD6", | |
| "SPDYA", | |
| "MATN3", | |
| "ADCY10P1", | |
| "TRBV27", | |
| "AF198444", | |
| "AY927499", | |
| "FREM3", | |
| "ACOT12", | |
| "VNN1", | |
| "FLJ31356", | |
| "CST9L", | |
| "AX747639", | |
| "LRRC19", | |
| "ASTN1", | |
| "POLQ", | |
| "SYNM", | |
| "FCGR2B", | |
| "CLEC4F", | |
| "C10orf113", | |
| "AC092192", | |
| "IL12A", | |
| "CPVL", | |
| "ACTR3P2", | |
| "C14orf37", | |
| "CEACAM8", | |
| "DAP", | |
| "BOLL", | |
| "ASB16-AS1", | |
| "ERICH1", | |
| "NTPCR", | |
| "CEACAMP3", | |
| "AFAP1L2", | |
| "BC044765", | |
| "SPATS2L", | |
| "CLCN6", | |
| "KRTAP21-1", | |
| "RMDN3", | |
| "BTNL8", | |
| "ADH1A", | |
| "CXCL8", | |
| "C7orf71", | |
| "RGL1", | |
| "KRT23", | |
| "APOL1", | |
| "KRTAP3-3", | |
| "BTD", | |
| "AC004692", | |
| "RFPL3", | |
| "CKMT1A", | |
| "BHLHE40", | |
| "AREL1", | |
| "FUOM", | |
| "AK093205", | |
| "ANO3", | |
| "ECHDC3", | |
| "ZNF625", | |
| "ANKRD20A9P", | |
| "ACSL5", | |
| "ALMS1-IT1", | |
| "SLC22A16", | |
| "CLEC12B", | |
| "ABHD8", | |
| "CCL4", | |
| "AJAP1", | |
| "C17orf98", | |
| "AC005256", | |
| "DCUN1D2", | |
| "RP11-932O9", | |
| "ADRM1", | |
| "ABCB11", | |
| "DEFB1", | |
| "CD1B", | |
| "CFI", | |
| "SLC2A6", | |
| "EFNB2", | |
| "C12orf45", | |
| "PAQR6", | |
| "C7orf57", | |
| "ZNF607", | |
| "BC024169", | |
| "ARL16", | |
| "BC033323", | |
| "TUBBP5", | |
| "ATP1B4", | |
| "DEFB107A", | |
| "C5orf51", | |
| "CRIPAK", | |
| "ATP7B", | |
| "AP3S2", | |
| "GPR19", | |
| "MKRN3", | |
| "CASZ1", | |
| "C21orf119", | |
| "C17orf97", | |
| "CLEC4G", | |
| "MEOX1", | |
| "MGP", | |
| "CFD", | |
| "FAM118A", | |
| "BC039122", | |
| "ANXA10", | |
| "MRI1", | |
| "ITGA1", | |
| "DQ592442", | |
| "CHI3L1", | |
| "GYPB", | |
| "CDCP1", | |
| "FLJ31715", | |
| "ABCA11P", | |
| "ANKRD60", | |
| "AL109706", | |
| "HERC2P3", | |
| "HIST1H1C", | |
| "CPT1A", | |
| "PDE4D", | |
| "C8orf46", | |
| "ACIN1", | |
| "RAB38", | |
| "ACKR4", | |
| "COL18A1", | |
| "MTL5", | |
| "AF086126", | |
| "FAM19A2", | |
| "CCT6P1", | |
| "SLC38A11", | |
| "TIGD3", | |
| "CCL7", | |
| "CYB561", | |
| "ACPP", | |
| "C10orf12", | |
| "ACVR2B", | |
| "AK128734", | |
| "CTAG2", | |
| "LHX8", | |
| "CLEC16A", | |
| "CEBPA", | |
| "IL10", | |
| "ATP5B", | |
| "ANKRD20A1", | |
| "GPR111", | |
| "KLHL4", | |
| "C6orf10", | |
| "TADA2A", | |
| "MYL6B", | |
| "CES1", | |
| "GCM1", | |
| "IFRD2", | |
| "ACTR8", | |
| "TCEB1P3", | |
| "BC032026", | |
| "FLRT2", | |
| "ARHGAP44", | |
| "AURKA", | |
| "PSORS1C3", | |
| "POMK", | |
| "ABHD17A", | |
| "CAD", | |
| "C5orf47", | |
| "AOX1", | |
| "FGF19", | |
| "CRISPLD1", | |
| "FLNB", | |
| "COX6CP1", | |
| "RALY-AS1", | |
| "ZNF74", | |
| "MS4A12", | |
| "CYLC2", | |
| "BMP2", | |
| "ZSCAN1", | |
| "GTF2H2B", | |
| "C5orf66", | |
| "MMACHC", | |
| "ZNF251", | |
| "MGC4836", | |
| "CCDC83", | |
| "DYX1C1", | |
| "BC024027", | |
| "CTC-384G19", | |
| "C9orf69", | |
| "AL832615", | |
| "CHIAP2", | |
| "FCRL5", | |
| "DDIT4", | |
| "AC073321", | |
| "MMRN2", | |
| "TRPM4", | |
| "SIK1", | |
| "B3GALT4", | |
| "CLGN", | |
| "LECT2", | |
| "CCL3", | |
| "CALHM2", | |
| "ABCC13", | |
| "FNDC1", | |
| "AKR1A1", | |
| "ENTPD3", | |
| "HIATL2", | |
| "BEND3", | |
| "KLHL13", | |
| "RP11-305O6", | |
| "RP11-796E2", | |
| "CTA-390C10", | |
| "PRO2012", | |
| "DAB1", | |
| "VASH2", | |
| "PFKP", | |
| "MECP2", | |
| "EIF3CL", | |
| "LTF", | |
| "MX2", | |
| "OR5E1P", | |
| "RNASE3", | |
| "KAZN", | |
| "CRYBA1", | |
| "SLC22A1", | |
| "ARPC5L", | |
| "C12orf40", | |
| "MUS81", | |
| "PI15", | |
| "APOBEC3B", | |
| "BTRC", | |
| "IGHV7-81", | |
| "FAM132A", | |
| "RP13-30A9", | |
| "C6orf123", | |
| "ERGIC1", | |
| "PAF1", | |
| "DEFT1P", | |
| "ANKRD20A2", | |
| "CKMT1B", | |
| "ANKRD20A3", | |
| "ANKRD20A4", | |
| "CCL3L1", | |
| "CCL3L3" | |
| ], | |
| "Coefficient": [ | |
| 0.04459145196609936, | |
| 0.04360277387867686, | |
| 0.03954145829464958, | |
| 0.0351468655614787, | |
| 0.03485583553256466, | |
| 0.034801332899423235, | |
| 0.0338644991378192, | |
| -0.033362975480502675, | |
| -0.03101228382903046, | |
| 0.030840742007219757, | |
| 0.03049564931355523, | |
| -0.029641873602473154, | |
| 0.029551973210016732, | |
| -0.029130334227125604, | |
| 0.028151610189639898, | |
| -0.027971486634822292, | |
| 0.027646662520919962, | |
| -0.026893690813909778, | |
| 0.026730187080736975, | |
| 0.026230111455039833, | |
| 0.026037621694664264, | |
| -0.0257906740520985, | |
| -0.025679007028233766, | |
| -0.02532798561423328, | |
| -0.024446003854528484, | |
| 0.024410357518890636, | |
| 0.023898835823213026, | |
| 0.023413331478787255, | |
| -0.023342564649582315, | |
| -0.0232965389218443, | |
| -0.0232603238055951, | |
| -0.02250189703951845, | |
| -0.021429859792271706, | |
| -0.020000667673751738, | |
| -0.019530975507098383, | |
| 0.019494852880687988, | |
| 0.019395538548591697, | |
| -0.0191381078423206, | |
| -0.018952445262226697, | |
| -0.01882644331661709, | |
| -0.01880267894784932, | |
| -0.018769538551234068, | |
| 0.01866919657291294, | |
| 0.018273003460136668, | |
| -0.01787130638156476, | |
| -0.017739044539806726, | |
| -0.017628101725062215, | |
| 0.01754738178648996, | |
| -0.017268219041704825, | |
| 0.016669700433890548, | |
| -0.016639369536151267, | |
| 0.016531132948306326, | |
| 0.016441375001432734, | |
| 0.016241534798347494, | |
| 0.01616985312426752, | |
| 0.016047826952196014, | |
| -0.015913505757982074, | |
| 0.015747349188894266, | |
| 0.015567086554660207, | |
| -0.01554258399943203, | |
| -0.01515943979572602, | |
| -0.015115130076698709, | |
| -0.015081577686592084, | |
| -0.014906573061411833, | |
| 0.01449791390011977, | |
| -0.014352008055978157, | |
| 0.014140844090403237, | |
| -0.014001711232210088, | |
| -0.013993211486910429, | |
| -0.013720008559155878, | |
| 0.01357453875532286, | |
| -0.013277964880391558, | |
| -0.012565858348122974, | |
| -0.012503135386546094, | |
| 0.012343604717544468, | |
| 0.012151863902666872, | |
| -0.012006886441085983, | |
| 0.01197619493892043, | |
| -0.011947317294048314, | |
| -0.01190795632673758, | |
| 0.011849793254253569, | |
| 0.011755577346174138, | |
| -0.01174065628714842, | |
| -0.01148387270167155, | |
| 0.011279600251374379, | |
| -0.011187913968199912, | |
| 0.011116084461041313, | |
| -0.01102020541007429, | |
| 0.011017986780237545, | |
| -0.01085134357686167, | |
| -0.010787225560423453, | |
| 0.010610235695814185, | |
| 0.010393597698437692, | |
| 0.01038755283548574, | |
| -0.010253126348012311, | |
| -0.010228771225282028, | |
| 0.010099208734434872, | |
| 0.010014156549342065, | |
| 0.009794005786409984, | |
| -0.009761968714928003, | |
| 0.009681421130591285, | |
| -0.009573646382415311, | |
| 0.009383440931996764, | |
| -0.009307920749800734, | |
| 0.009222289652049012, | |
| 0.00922227676309327, | |
| -0.009168273307090516, | |
| -0.009090715387910875, | |
| -0.009027977455925927, | |
| -0.008693643508011223, | |
| 0.008607261380479092, | |
| 0.008548702922972605, | |
| -0.008514953139036456, | |
| 0.008494242577746293, | |
| 0.00846273932509641, | |
| -0.008405682297314645, | |
| 0.008197828202311522, | |
| 0.008162322189592182, | |
| 0.008158273920922377, | |
| -0.008008997976625895, | |
| -0.008005282847606127, | |
| 0.007967177134319471, | |
| 0.0079404465650129, | |
| 0.007926113527876132, | |
| -0.007911727875719907, | |
| 0.007873136392410501, | |
| -0.007826254851651553, | |
| -0.007796714868758774, | |
| -0.007579312106439156, | |
| -0.007502240847080544, | |
| 0.0074335744679028155, | |
| 0.007354861059453571, | |
| -0.0073480874029518695, | |
| -0.007312007435551499, | |
| 0.007300951486120356, | |
| 0.007261209871763298, | |
| 0.007152337779359622, | |
| -0.006970402489426688, | |
| -0.0068695397858695596, | |
| 0.006846711288532935, | |
| 0.006598611410867722, | |
| 0.006597250992150531, | |
| 0.006587294226560611, | |
| 0.006468223463126121, | |
| -0.0063846639387771685, | |
| -0.006232967086320645, | |
| 0.006193109185561181, | |
| 0.00616360095892795, | |
| -0.0058825196518612535, | |
| 0.005863313270310864, | |
| 0.005826463124165486, | |
| -0.005750521830187831, | |
| -0.005731897318342728, | |
| -0.005720026525279319, | |
| -0.00565466202580815, | |
| -0.005583196877690299, | |
| -0.005457272470355271, | |
| 0.00529704299756433, | |
| 0.005275216641780326, | |
| -0.005246164765321101, | |
| 0.005147164837782648, | |
| -0.004973010656944014, | |
| -0.004827546058993461, | |
| 0.004793146509255901, | |
| -0.004771414005945898, | |
| 0.004696633383451503, | |
| -0.00468447629096902, | |
| 0.004675704139402478, | |
| -0.004594565622787152, | |
| 0.004481872046127123, | |
| -0.004308813718194793, | |
| 0.004276213048144213, | |
| 0.004233361827132738, | |
| 0.0041914293718169834, | |
| -0.004158965778250188, | |
| 0.004049398348586608, | |
| -0.004039315557720638, | |
| 0.00403475239615112, | |
| 0.0040058132831248434, | |
| -0.003972244135252998, | |
| -0.003922544815608379, | |
| -0.0038766777952157073, | |
| -0.0038603800106127403, | |
| 0.0038241659325535297, | |
| 0.003812129790328177, | |
| -0.003660848862401099, | |
| 0.0036044489959835098, | |
| -0.003505508694651149, | |
| -0.00339107112592348, | |
| -0.0033513206131422398, | |
| -0.003348778688251845, | |
| -0.003304592449534906, | |
| -0.003262892542287207, | |
| -0.003188117199348621, | |
| -0.003145848415275433, | |
| -0.003067701067709189, | |
| 0.0030526559300927286, | |
| 0.0030244090319666286, | |
| 0.0029238831223556833, | |
| -0.002907672980096124, | |
| 0.002836982419581737, | |
| -0.0027896334933837615, | |
| -0.002767595155207795, | |
| -0.0027083065056222122, | |
| 0.0026846041051121258, | |
| 0.002650648702698847, | |
| 0.002551422725678519, | |
| -0.0025024631495527178, | |
| 0.002458266458911878, | |
| 0.00243626288729866, | |
| 0.002355700806323148, | |
| -0.002348053999716935, | |
| -0.0023104727538492014, | |
| -0.002248021711672415, | |
| -0.002213201106327482, | |
| 0.002168486457308089, | |
| 0.0021419441227668316, | |
| 0.0020567435520579052, | |
| 0.002031323116983856, | |
| -0.002021781255079008, | |
| -0.0020205325503125757, | |
| 0.0019806730128825367, | |
| 0.0019312966900196646, | |
| -0.0019279697723642614, | |
| 0.0018955644883644365, | |
| -0.001879946777077636, | |
| -0.0018741626034156735, | |
| 0.0018536849535507566, | |
| -0.0018120511859546868, | |
| -0.0017684417471953288, | |
| 0.001740788986257525, | |
| 0.0017207229231426652, | |
| 0.0017037767101744587, | |
| 0.0016793985070891737, | |
| -0.0016747624610717446, | |
| -0.0016354844456330346, | |
| 0.0016073379567293335, | |
| -0.001599015823361952, | |
| 0.001490016725843291, | |
| -0.0014648742078744736, | |
| 0.001407179658798274, | |
| 0.0013621877586043796, | |
| 0.0013087789652196028, | |
| 0.00129085753955908, | |
| 0.0012756386458836796, | |
| 0.0011796956397407726, | |
| 0.00115052049565121, | |
| -0.0011478517655947676, | |
| 0.0011066020141666274, | |
| -0.0010702331470457292, | |
| -0.0010503936855646816, | |
| -0.0010105949335946379, | |
| 0.0010060777213239378, | |
| 0.0010018234844747856, | |
| -0.0009813873207856483, | |
| 0.0009635446127319153, | |
| 0.0009550664758804197, | |
| 0.0009477710991753035, | |
| -0.0009408062165125764, | |
| 0.0009362216210672532, | |
| 0.0009045018692164383, | |
| -0.0008917128469722868, | |
| 0.0008758012965982038, | |
| 0.0008704574830759428, | |
| 0.0008697734619847349, | |
| 0.0008598266633243071, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 73.33333333333333, | |
| "precision": 74.88888888888889, | |
| "recall": 75.80952380952381, | |
| "f1": 74.42177590784402 | |
| }, | |
| "selection": { | |
| "precision": 1.7285289503892756, | |
| "recall": 1.7508417508417509, | |
| "f1": 1.738995812263139, | |
| "jaccard": 0.878397545510032 | |
| } | |
| } | |
| } |