| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CDH13", | |
| "TBXA2R", | |
| "COL15A1", | |
| "OR5B2", | |
| "DIPK2B", | |
| "TTTY17B", | |
| "MXRA5", | |
| "PGLYRP4", | |
| "KRTAP4-11", | |
| "AGBL4", | |
| "RSPH10B2", | |
| "SYT10", | |
| "OR9G4", | |
| "LYPD2", | |
| "SLC27A6", | |
| "C5orf46", | |
| "ADRA2B", | |
| "GLYATL2", | |
| "LINC00305", | |
| "LINC02875", | |
| "KRT27", | |
| "THBS4", | |
| "LINC03042", | |
| "GPR83", | |
| "DHRS7C", | |
| "ZAN", | |
| "MAP2K1", | |
| "TDRD1", | |
| "ANGPTL7", | |
| "NUDT9P1", | |
| "GPR21", | |
| "POU4F1", | |
| "CLEC2A", | |
| "OR4F17", | |
| "EPCIP", | |
| "PTCRA", | |
| "RFPL1", | |
| "CHGB", | |
| "SFRP5", | |
| "MND1", | |
| "RASSF10", | |
| "SKINT1L", | |
| "GLIS3-AS1", | |
| "CCR9", | |
| "UCMA", | |
| "DBNDD1", | |
| "KRTAP9-4", | |
| "MS4A5", | |
| "PWRN1", | |
| "OR4F6", | |
| "IFNA8", | |
| "SIX4", | |
| "SLC26A10P", | |
| "PCYT1B", | |
| "NOL4", | |
| "FAM163A", | |
| "ASIC2", | |
| "TPH2", | |
| "VSIG10L", | |
| "RAB3A", | |
| "ADCYAP1R1", | |
| "LINC01553", | |
| "ACOXL", | |
| "TMPRSS4", | |
| "DEFB112", | |
| "TPTEP1", | |
| "PKD2L2", | |
| "CLEC18A", | |
| "ANXA8", | |
| "LRRN3", | |
| "MYOT", | |
| "OR4F5", | |
| "USP17L2", | |
| "OR2W1", | |
| "GPR139", | |
| "CSF3", | |
| "SOX10", | |
| "SLC5A1", | |
| "SPATA12", | |
| "ODF4", | |
| "PROK2", | |
| "LHX6", | |
| "PRPH2", | |
| "HCRTR2", | |
| "SLC39A14", | |
| "IVNS1ABP", | |
| "TCEAL7", | |
| "HAR1B", | |
| "FAM163B", | |
| "SMTNL2", | |
| "LINC00051", | |
| "CHRFAM7A", | |
| "MYO16", | |
| "NOP14", | |
| "COL20A1", | |
| "CELA1", | |
| "P2RX2", | |
| "PMS1", | |
| "GALNT13", | |
| "KCNIP4-IT1", | |
| "NFS1", | |
| "ZNF232", | |
| "TAS2R10", | |
| "SETD4", | |
| "RUNX1-IT1", | |
| "FLJ13224", | |
| "TOB2", | |
| "SERTM1", | |
| "LRRC74A", | |
| "GABBR2", | |
| "CCL23", | |
| "RPS27", | |
| "ZNF528", | |
| "LCE2D", | |
| "IFITM4P", | |
| "PPP1R17", | |
| "SPATA32", | |
| "STON1-GTF2A1L", | |
| "SDC4P", | |
| "C9orf50", | |
| "FABP4", | |
| "FAM181A", | |
| "OR6V1", | |
| "OPN1MW", | |
| "KRTAP17-1", | |
| "TSPAN11", | |
| "LIPK", | |
| "IL17D", | |
| "PKN3", | |
| "TCHHL1", | |
| "SPINK5", | |
| "UPK3B", | |
| "CACNA1F", | |
| "EHD3", | |
| "OR52I2", | |
| "EPHB1", | |
| "TP53I3", | |
| "RITA1", | |
| "IL20RB", | |
| "MTHFD1L", | |
| "OR10A6", | |
| "DENND6B", | |
| "VSIG1", | |
| "SFRP4", | |
| "TP53TG5", | |
| "GOLGA2P3Y", | |
| "SCARNA5", | |
| "ROBO1", | |
| "WNT9B", | |
| "ETAA1", | |
| "PMS2", | |
| "CABIN1", | |
| "FOXD4", | |
| "TOMM40L", | |
| "CAPN11", | |
| "ERBB4", | |
| "KDM4E", | |
| "ZSWIM4", | |
| "DPRXP4", | |
| "PSG8", | |
| "CATSPER2", | |
| "KRT32", | |
| "OR6N1", | |
| "PPEF2", | |
| "STC2", | |
| "DUSP9", | |
| "LRRC27", | |
| "KRTAP1-1", | |
| "FLACC1", | |
| "DCAF4", | |
| "PRDM6", | |
| "POLE2", | |
| "STATH", | |
| "CCN1", | |
| "LINC01550", | |
| "TEX38", | |
| "KRTAP5-2", | |
| "RPS2P32", | |
| "MCTS2", | |
| "STAC2", | |
| "AQP7P3", | |
| "KIF19", | |
| "CAMK1G", | |
| "VSTM5", | |
| "MMP8", | |
| "SPATA31J1", | |
| "OR5AK2", | |
| "STARD5", | |
| "FOXD4L3", | |
| "BCAT2", | |
| "TBC1D3P2", | |
| "LSMEM1", | |
| "GINS3", | |
| "SLC49A3", | |
| "CDS1", | |
| "LRATD1", | |
| "KCNN2", | |
| "BPIFB1", | |
| "TTC7A", | |
| "ULBP1", | |
| "PXDNL", | |
| "PRRT3", | |
| "SLC26A9", | |
| "SLC17A3", | |
| "CFAP46", | |
| "HEPHL1", | |
| "HPCA", | |
| "MAG", | |
| "ULK4P2", | |
| "SLC3A1", | |
| "PRAMEF6", | |
| "SYCE3", | |
| "ACSBG2", | |
| "DEFB135", | |
| "ZNF490", | |
| "OR52I1", | |
| "OR13C8", | |
| "ECEL1", | |
| "TRPS1", | |
| "TREML1", | |
| "PHLDA1", | |
| "SIX1", | |
| "DBH", | |
| "HDAC11", | |
| "PYROXD1", | |
| "ARRDC5", | |
| "KCNAB1", | |
| "CD207", | |
| "PAK5", | |
| "MKRN3", | |
| "NVL", | |
| "DEFB4A", | |
| "HTR3C", | |
| "PABPN1L", | |
| "NPHP3-AS1", | |
| "HIGD2B", | |
| "ARGFX", | |
| "DNASE2B", | |
| "HEBP1", | |
| "OR5B17", | |
| "MAGEB4", | |
| "CCDC91", | |
| "H3-4", | |
| "SORT1", | |
| "AQP8", | |
| "MRO", | |
| "MRPL42P5", | |
| "STXBP6", | |
| "SOST", | |
| "PCDHGA1", | |
| "SHOX", | |
| "MEGF10", | |
| "OAT", | |
| "OR52K1", | |
| "PTGER3", | |
| "MAGEA1", | |
| "OR52E4", | |
| "HPS5", | |
| "ZNF517", | |
| "ITGB1BP2", | |
| "ANKRD40CL", | |
| "CA7", | |
| "FBXL21P", | |
| "LINC00112", | |
| "TMEFF1", | |
| "COL9A1", | |
| "STX1A", | |
| "PCSK2", | |
| "HLA-J", | |
| "PCDH10", | |
| "OR6S1", | |
| "SNORD115-26", | |
| "NUP210L", | |
| "SCN4A", | |
| "GCNA", | |
| "PIP5K1P1", | |
| "GOSR1", | |
| "PDGFA", | |
| "GBP2", | |
| "TMEM267", | |
| "PLEKHB1", | |
| "GNAO1-AS1", | |
| "FOXI1", | |
| "C22orf42", | |
| "HTN3", | |
| "S100Z", | |
| "NME4", | |
| "KBTBD12", | |
| "TAMM41", | |
| "CDH26", | |
| "NCAPG", | |
| "SCGB1C1", | |
| "PCA3", | |
| "SLC14A1", | |
| "BLCAP", | |
| "FAM221B", | |
| "PNOC", | |
| "FAM106A", | |
| "RCVRN", | |
| "DYNLT5", | |
| "LINC00520", | |
| "HDHD2", | |
| "KCNH7", | |
| "KRTAP2-2", | |
| "CIMIP1", | |
| "S1PR5", | |
| "SLC7A5P1", | |
| "CPLX4", | |
| "GOLGA7B", | |
| "NKAPL", | |
| "MAFA", | |
| "SP6", | |
| "TUBAL3", | |
| "NPAS4", | |
| "SLC35G6", | |
| "OR4K2", | |
| "SBSPON", | |
| "IGLL3P", | |
| "CAV3", | |
| "SOX1", | |
| "CYP24A1", | |
| "CNBD1", | |
| "INGX", | |
| "CYP2D7", | |
| "HLA-DRB6", | |
| "ARIH2OS", | |
| "CDH20", | |
| "C19orf25", | |
| "LINC00200", | |
| "SNORA2B", | |
| "TLCD3B", | |
| "EPB41L4A", | |
| "PPY", | |
| "PRAMEF17", | |
| "KRTAP20-4", | |
| "ZMYND10", | |
| "IL22", | |
| "ELOA2", | |
| "PRSS37", | |
| "DNAJB13", | |
| "CRYBA1", | |
| "HSF2BP", | |
| "OR56A5", | |
| "MORC1", | |
| "TNMD", | |
| "ZKSCAN5", | |
| "CEACAM8", | |
| "KRTAP10-12", | |
| "FGF20", | |
| "ACSM4", | |
| "VAMP1", | |
| "KCNK16", | |
| "EDN2", | |
| "ACTR3BP2", | |
| "SAMD12", | |
| "SLC22A16", | |
| "INSM2", | |
| "SNORA77", | |
| "ADGRF3", | |
| "PGLYRP1", | |
| "SLC52A1", | |
| "GRIK3", | |
| "CDRT15P3", | |
| "PODNL1", | |
| "FCRLB", | |
| "CARMIL3", | |
| "OR5K2", | |
| "OR8J1", | |
| "ENDOU", | |
| "SNORA22", | |
| "FOXB1", | |
| "OR52L1", | |
| "TREX2", | |
| "CIART", | |
| "ZNF121", | |
| "HOXD9", | |
| "OR4A5", | |
| "EEPD1", | |
| "XKR3", | |
| "TRIM77", | |
| "AMY2B", | |
| "COMMD9", | |
| "TSPYL5" | |
| ], | |
| "Coefficient": [ | |
| 0.04160916116662776, | |
| -0.0324173858790658, | |
| 0.030590359103362275, | |
| 0.028168561862106038, | |
| 0.017380326987311196, | |
| 0.01616591618917123, | |
| -0.016095897419953667, | |
| 0.01604495969724861, | |
| -0.015874445763018247, | |
| -0.014337960312454838, | |
| -0.013567459248333401, | |
| -0.012576853234058903, | |
| -0.01231099151929433, | |
| 0.011556452607946473, | |
| -0.011200692689548038, | |
| 0.010478683707229796, | |
| -0.010228957604197056, | |
| -0.010213258795534735, | |
| 0.0101781812925599, | |
| 0.009760261615144171, | |
| 0.009739976664622231, | |
| 0.00968796541322423, | |
| 0.009250449653128, | |
| -0.009102532330349418, | |
| -0.009030362988306912, | |
| -0.008901953885236959, | |
| -0.00884308131243303, | |
| -0.008735026644407435, | |
| 0.008723917385961559, | |
| -0.008624392843597005, | |
| 0.008554490186756768, | |
| 0.008366362384221799, | |
| -0.008307507706881465, | |
| 0.00827369968856787, | |
| -0.007776840934041214, | |
| -0.007745289034154203, | |
| -0.007742898603066976, | |
| 0.007707698313086331, | |
| -0.007656427515735352, | |
| 0.007608797186686937, | |
| 0.007542708365548008, | |
| -0.007398862397560881, | |
| 0.007282480698523343, | |
| -0.0071247179728496065, | |
| 0.0071228320999401976, | |
| 0.007078945024396978, | |
| 0.006996356021013174, | |
| -0.006986024887339726, | |
| 0.006972272638970158, | |
| 0.006931176234935566, | |
| -0.006870581222694231, | |
| 0.0068671606283785755, | |
| 0.006859212787368044, | |
| -0.006804818583560234, | |
| -0.006751490507082038, | |
| -0.006410957782142495, | |
| 0.006347624904262092, | |
| -0.006125233530533096, | |
| 0.006091561003424256, | |
| 0.005941798872444663, | |
| -0.005830876374649826, | |
| -0.005727028370865981, | |
| 0.005551113031507691, | |
| -0.005516866976138242, | |
| -0.00550941539332847, | |
| -0.005396887742555751, | |
| 0.005349075627921271, | |
| 0.005262858747756512, | |
| -0.0052595384309184956, | |
| -0.0052109984097544, | |
| -0.0052033747763158816, | |
| 0.005184387415282969, | |
| -0.005158952515814929, | |
| -0.005070670886685244, | |
| -0.00504451913242903, | |
| -0.0050300020114887834, | |
| -0.005006973291097353, | |
| -0.004958663135467844, | |
| -0.004955510330456467, | |
| 0.004935010226839914, | |
| -0.004888403879030222, | |
| 0.004855879025398728, | |
| 0.004792046655114175, | |
| 0.0047003822854622115, | |
| -0.00468398566444351, | |
| -0.0046758970561777274, | |
| -0.004658891434409049, | |
| -0.004643929619414768, | |
| 0.004556507143584935, | |
| 0.004549252447755523, | |
| 0.004545914836707319, | |
| 0.0045395097537008645, | |
| -0.004484443233404634, | |
| -0.004453994574490028, | |
| -0.004404335982663825, | |
| -0.004364051397592188, | |
| 0.0043596455916330296, | |
| 0.00430616160879123, | |
| 0.004267099722879757, | |
| 0.0042511182556460286, | |
| -0.004242994351701086, | |
| 0.004241827432569273, | |
| 0.004151464518446149, | |
| 0.004130075777540415, | |
| 0.004126118997296461, | |
| 0.004035703777050275, | |
| 0.004025051166914203, | |
| 0.004018773988480315, | |
| -0.003988668057841807, | |
| 0.003978266374661341, | |
| -0.0039658233623037715, | |
| -0.003954287689077886, | |
| -0.003951438765734127, | |
| -0.0039125193766551426, | |
| 0.0038514008482082385, | |
| 0.003739441976139129, | |
| -0.003727272750461512, | |
| -0.003719501592109888, | |
| 0.0037124834456830637, | |
| 0.003701009909162646, | |
| 0.003659195052478695, | |
| 0.0036541390347436557, | |
| -0.0036334765894015892, | |
| -0.0036298004834288845, | |
| 0.0036167719471296737, | |
| -0.003611671662978308, | |
| 0.00355609336602294, | |
| 0.0035339000756914865, | |
| 0.0035229709130499254, | |
| 0.00349214575951249, | |
| 0.003488408043711311, | |
| -0.0033884728479531877, | |
| 0.0033817699016222124, | |
| -0.003363653149268666, | |
| 0.0033497558369631553, | |
| -0.0033182327405606392, | |
| 0.003306240971579233, | |
| -0.0032635685172149936, | |
| -0.0032611207818211497, | |
| 0.003181809404192691, | |
| 0.0031714158289991882, | |
| 0.0031612215363113114, | |
| 0.0031154093079794193, | |
| 0.003092401217383612, | |
| -0.003087219292299767, | |
| 0.0030600447226615097, | |
| -0.0030175384885236193, | |
| 0.0029699116584727897, | |
| 0.0029523590864450975, | |
| 0.002889457713778447, | |
| 0.0028820328419945362, | |
| 0.002855189025331258, | |
| 0.002853484781035911, | |
| 0.002852493392501038, | |
| 0.0028416625058702238, | |
| -0.002798463829983681, | |
| 0.0027790652270843325, | |
| -0.0027371707555628576, | |
| -0.0027130724287831903, | |
| 0.002699582954897402, | |
| 0.0026619598309963704, | |
| 0.002659084745509124, | |
| -0.0026419888302909597, | |
| -0.002558687222342744, | |
| 0.0025523706461563628, | |
| 0.0024999932932042875, | |
| 0.002477442351737231, | |
| -0.0024103169251319225, | |
| 0.002407884200414496, | |
| 0.00240071348543169, | |
| 0.0023897423742340234, | |
| 0.002374459831574679, | |
| -0.002357024081714173, | |
| -0.002336287962758243, | |
| -0.002319086522520696, | |
| 0.002310387639801408, | |
| -0.002287381994455355, | |
| -0.002279053966834037, | |
| 0.002270113377733361, | |
| 0.002259937511158991, | |
| -0.0022239611097606533, | |
| -0.002218570212825064, | |
| -0.002214589021703836, | |
| 0.0022061819103909195, | |
| -0.00214442666588353, | |
| -0.002110023624449904, | |
| 0.002103247946907413, | |
| -0.002092834942868263, | |
| -0.002091187141802758, | |
| 0.002089662209063815, | |
| -0.002085100705139242, | |
| 0.002081756603565916, | |
| 0.0020570311783424805, | |
| -0.002055368157337779, | |
| -0.0020410438369459407, | |
| -0.0020109097892303278, | |
| -0.0020066771537286094, | |
| 0.00194825511078362, | |
| 0.0019414506404917672, | |
| 0.0019298032704061837, | |
| 0.0019078006479942762, | |
| 0.0019075091191582943, | |
| -0.0019003741092799046, | |
| -0.0018767562946548466, | |
| 0.0018735089082641473, | |
| -0.001861612830099971, | |
| 0.0018478296753763708, | |
| -0.0018411950017294247, | |
| 0.0018269953314858846, | |
| -0.001825285646280769, | |
| 0.00182102997266642, | |
| 0.001795387472042021, | |
| 0.0017853270004494616, | |
| -0.001780513825753024, | |
| 0.001764954195012373, | |
| -0.0017607088225617671, | |
| -0.0017410491317534113, | |
| 0.0017368644369119056, | |
| 0.0017266943816425938, | |
| -0.0017180044953356022, | |
| -0.0017139565468427336, | |
| 0.0016889808550146273, | |
| -0.0016824717607856648, | |
| 0.001664411339574226, | |
| 0.0016639228115024264, | |
| 0.0016100815869381925, | |
| -0.0016009147329917545, | |
| -0.0015834784313946888, | |
| -0.001563204414865623, | |
| 0.001563104450193793, | |
| 0.0015579423825474096, | |
| 0.00155214636107428, | |
| 0.0015460605414872356, | |
| 0.0015324914958718366, | |
| -0.0015212607789804758, | |
| 0.0015109037726422276, | |
| -0.0015050161782195622, | |
| -0.0015034595412926656, | |
| -0.0014791782125033702, | |
| -0.0014762880539367672, | |
| 0.0014604729480204373, | |
| 0.001455192043628875, | |
| 0.0014382106164311842, | |
| 0.0014332986181634065, | |
| 0.001404019914678191, | |
| -0.0013716197192714685, | |
| 0.0013353180033961248, | |
| 0.0012867285922779697, | |
| 0.001281180667863088, | |
| 0.001261835593919402, | |
| 0.0012484930592382556, | |
| -0.0012478499564274844, | |
| -0.0012449144365247256, | |
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| 8.104878751196821e-06, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 0.04160916116662776, | |
| 0.0324173858790658, | |
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| 9.350431683677939e-05, | |
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| 8.54134789472684e-05, | |
| 7.427449755594995e-05, | |
| 7.050558508097651e-05, | |
| 6.027614542907741e-05, | |
| 5.821568748344134e-05, | |
| 3.41944480477208e-05, | |
| 3.296713052993673e-05, | |
| 2.6360164248828248e-05, | |
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| 1.7061004203090192e-05, | |
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| 8.104878751196821e-06, | |
| 4.385358339127322e-06, | |
| 7.805978384718605e-07 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 98.57142857142857, | |
| "precision": 99.71830985915493, | |
| "recall": 98.66601353724641, | |
| "f1": 99.18486804378254 | |
| }, | |
| "selection": { | |
| "precision": 0.06153846153846154, | |
| "recall": 6.666666666666666, | |
| "f1": 0.12195121951219512, | |
| "jaccard": 0.06116207951070336 | |
| } | |
| } | |
| } |