| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC3", | |
| "AADACL3", | |
| "AADACL4", | |
| "ABCA1", | |
| "ABCA15P", | |
| "AAMDC", | |
| "ABCA9", | |
| "AADAC", | |
| "ACP6", | |
| "ABCC2", | |
| "ABHD12B", | |
| "AAGAB", | |
| "A4GALT", | |
| "ABCA2", | |
| "ACTBP7", | |
| "AATK", | |
| "ADCY1", | |
| "ABCA8", | |
| "AARD", | |
| "AARS2", | |
| "ABCF1", | |
| "ABCA10", | |
| "ADGRG4", | |
| "ACOXL", | |
| "ACAA2", | |
| "AARSD1", | |
| "ABCA12", | |
| "AADACL2", | |
| "AMTN", | |
| "ADAM12", | |
| "ABCA13", | |
| "ABCC6", | |
| "A2ML1", | |
| "ADAMTS10", | |
| "ADAM3A", | |
| "ACSM6", | |
| "ADAMTS1", | |
| "A4GNT", | |
| "ABCC6P1", | |
| "AASS", | |
| "ABCA4", | |
| "ABCB11", | |
| "ALKAL1", | |
| "ACAT2", | |
| "ACSS3", | |
| "ACOT8", | |
| "ADGRE3", | |
| "AKR1D1", | |
| "ADGRB2", | |
| "ADAM2", | |
| "A3GALT2", | |
| "ADGRE4P", | |
| "ABHD2", | |
| "AAMP", | |
| "ACTR5", | |
| "ABCG1", | |
| "ACYP2", | |
| "BPIFA2", | |
| "AASDH", | |
| "EFNA1", | |
| "ACTA1", | |
| "ARPP21", | |
| "ADISSP", | |
| "ANKRD6", | |
| "ACTR6", | |
| "ANGPTL7", | |
| "ANKDD1A", | |
| "ABTB2", | |
| "ACKR4", | |
| "AAR2", | |
| "ANKRD29", | |
| "ANKRD34B", | |
| "ABCA6", | |
| "ACTR8", | |
| "FABP7", | |
| "ANKRD13C-DT", | |
| "ADCY4", | |
| "ACSM2A", | |
| "C14orf39", | |
| "ACAD11", | |
| "AFF2", | |
| "ACTN1", | |
| "ACTA2-AS1", | |
| "ACACB", | |
| "AIM2", | |
| "AGR2", | |
| "INTS4P1", | |
| "ADK", | |
| "RN7SKP243", | |
| "ACKR3", | |
| "ANOS1", | |
| "ACTN3", | |
| "ABHD1", | |
| "C11orf16", | |
| "ACOT12", | |
| "CLDN10", | |
| "RNU6-867P", | |
| "ANKRD20A1", | |
| "C5orf46", | |
| "ADD1", | |
| "AKR1E2", | |
| "ABCA5", | |
| "OR4D1", | |
| "IFNA14", | |
| "AMZ2P1", | |
| "AKR1C6P", | |
| "AK1", | |
| "CLDN18", | |
| "ANK2", | |
| "BAIAP2L1", | |
| "CD300LD-AS1", | |
| "B3GALNT2", | |
| "COLQ", | |
| "AMACR", | |
| "CST9L", | |
| "A2M", | |
| "CA13", | |
| "ANOS2P", | |
| "GPR37", | |
| "FUT10", | |
| "ACP3", | |
| "NCKAP5", | |
| "ATP5MFP3", | |
| "CA5BP1", | |
| "ABCD2", | |
| "AIFM1", | |
| "AIFM2", | |
| "ALG2", | |
| "ANGPTL6", | |
| "APOA4", | |
| "MIR106A", | |
| "ARL5C", | |
| "ACBD6", | |
| "CD34", | |
| "CRH", | |
| "AHSA1", | |
| "CNTN5", | |
| "ACSF2", | |
| "APOBEC3D", | |
| "ACCSL", | |
| "ARHGAP17", | |
| "AKR1C2", | |
| "ADRB2", | |
| "ASPRV1", | |
| "AARS1", | |
| "ACOT7", | |
| "BAALC-AS2", | |
| "CABCOCO1", | |
| "AMD1", | |
| "CFAP97D1", | |
| "BIRC5", | |
| "ADGRV1", | |
| "ETV7", | |
| "ATP12A", | |
| "APOL3", | |
| "DBIL5P", | |
| "INHBA", | |
| "ACE", | |
| "CASQ2", | |
| "CFAP126", | |
| "BFSP2", | |
| "ACSL6", | |
| "ANKDD1B", | |
| "CYP4F11", | |
| "CLEC9A", | |
| "ABHD10", | |
| "AFM", | |
| "RN7SKP200", | |
| "ACTBP2", | |
| "ADGRF2P", | |
| "ACTL9", | |
| "CDH10", | |
| "RNA5SP197", | |
| "AFG3L2", | |
| "CYP2C8", | |
| "ADGRF1", | |
| "ACSS2", | |
| "RN7SKP232", | |
| "AGBL1", | |
| "PRRX1", | |
| "CLDN16", | |
| "ADSL", | |
| "CLIC6", | |
| "CCDC182", | |
| "CPN1", | |
| "TAF5L", | |
| "TP53AIP1", | |
| "ALKBH1", | |
| "ALDH1A3", | |
| "B3GALT5", | |
| "ALAS1", | |
| "ANKRD20A7P", | |
| "IFNA7", | |
| "C3orf62", | |
| "APOC1", | |
| "GALNT15", | |
| "AGER", | |
| "ANKRD13A", | |
| "APBB1IP", | |
| "ATIC", | |
| "GABRE", | |
| "ADAMTSL1", | |
| "ACP4", | |
| "GDF10", | |
| "AKR1C1", | |
| "ANKRD18CP", | |
| "PP12613", | |
| "CCR8", | |
| "AAK1", | |
| "AKAP7", | |
| "ACBD7", | |
| "ADAMTS13", | |
| "CPT1A", | |
| "ADAMDEC1", | |
| "CCL1", | |
| "CDCA7", | |
| "ARHGEF40", | |
| "AMDHD1", | |
| "ATP11AUN", | |
| "CRISPLD1", | |
| "ACBD4", | |
| "ANKRD22", | |
| "AHCY", | |
| "LTK", | |
| "ACOT1", | |
| "CHTOP", | |
| "FSIP1", | |
| "RNA5SP321", | |
| "ALKBH6", | |
| "ARHGEF10", | |
| "KRT6B", | |
| "DDR1", | |
| "HOXB1", | |
| "ABCA7", | |
| "ADRA1A", | |
| "HCN1", | |
| "ALOX12P2", | |
| "ENPEP", | |
| "ADPRM", | |
| "CMTM2", | |
| "ATP5MC2", | |
| "CRK", | |
| "BAALC", | |
| "ADAM6", | |
| "COX14", | |
| "ARHGEF15", | |
| "COQ7", | |
| "OR51H2P", | |
| "BTN2A3P", | |
| "OR10R3P", | |
| "ELMOD3", | |
| "ABCC6P2", | |
| "ANKRD20A2P", | |
| "ANKRD20A3P" | |
| ], | |
| "Coefficient": [ | |
| -0.038630048838076754, | |
| -0.031239615578609287, | |
| -0.02090868919049585, | |
| 0.019756642358620544, | |
| -0.019552139561140786, | |
| -0.015303687458982581, | |
| -0.013879603200435336, | |
| -0.012476018594299431, | |
| 0.011795741726446585, | |
| -0.010900675712032841, | |
| -0.01026360800922101, | |
| -0.008780797667562642, | |
| 0.008522651706440764, | |
| 0.008309716107426349, | |
| 0.008025021374641058, | |
| -0.007967158295119316, | |
| 0.007281229631605658, | |
| 0.007149322300464345, | |
| 0.006970954730165303, | |
| -0.006919551370796878, | |
| -0.006283720170209825, | |
| -0.006191040647872939, | |
| -0.005993858108785982, | |
| -0.005955040249037293, | |
| -0.005685183416560665, | |
| -0.0056659353502441796, | |
| 0.005411526657762733, | |
| -0.004957778549023942, | |
| 0.0048946783771514814, | |
| 0.004818595979086535, | |
| -0.004452428764382127, | |
| 0.00440091989039019, | |
| -0.004270557612738348, | |
| 0.004031520504755013, | |
| -0.003965160370370245, | |
| -0.0038559814294521176, | |
| 0.0037304604979971324, | |
| 0.003602357769391399, | |
| 0.003446992079833388, | |
| -0.0032227015298475136, | |
| 0.003151292353333506, | |
| -0.003104058421403834, | |
| 0.0030944866824665703, | |
| -0.0029900734774404945, | |
| 0.00292672696015924, | |
| 0.0028849862130356126, | |
| 0.002741292502782646, | |
| 0.0026931859921119484, | |
| -0.0026875415680661318, | |
| 0.0026468776111285993, | |
| 0.002629840811786947, | |
| -0.0026196390058003827, | |
| -0.0026120928117449004, | |
| -0.0025865266161142425, | |
| -0.00255522376291069, | |
| 0.0025268639454035183, | |
| -0.0025157702795269247, | |
| 0.00247354959223231, | |
| -0.0024584752738002484, | |
| -0.0023099794134033183, | |
| 0.0022767111222221294, | |
| 0.002268627704517572, | |
| -0.0022538626301675134, | |
| 0.002239047008244207, | |
| -0.0022202432103873545, | |
| 0.0022172409138639516, | |
| -0.0022066651896159384, | |
| 0.002171904616098692, | |
| 0.0021705773625635217, | |
| -0.0021592878565761644, | |
| 0.002003361064111477, | |
| 0.0019282385872238471, | |
| -0.0018656937525020401, | |
| -0.001826704841592491, | |
| 0.0018078251471314055, | |
| -0.00173758251071661, | |
| -0.0017354469056127936, | |
| -0.0017026553410627175, | |
| -0.0016811035071518112, | |
| -0.0016581468893158828, | |
| 0.001647955525074369, | |
| 0.0016263540146331113, | |
| -0.0016245667583223197, | |
| 0.0016233547878866325, | |
| -0.0016026321838378706, | |
| 0.0015215574707116853, | |
| 0.001454985448976174, | |
| 0.0013875455133016857, | |
| -0.0013773179595348256, | |
| 0.001301236531751431, | |
| 0.0012242926502248517, | |
| -0.001187578063100819, | |
| 0.0011797648002910945, | |
| -0.0011533329258521094, | |
| -0.0011459052689211657, | |
| 0.0011258760749075709, | |
| -0.0011179889280723114, | |
| 0.0011045580726481124, | |
| 0.00108743973582835, | |
| -0.0010481440106104253, | |
| 0.0010360369302865997, | |
| -0.0010192985573648499, | |
| -0.000988966868938964, | |
| -0.0009615650849522344, | |
| 0.0009402448382295833, | |
| 0.0009026602202695242, | |
| -0.0008303425836504056, | |
| 0.0008301645100217734, | |
| -0.0008286419529336513, | |
| -0.0008097901254428658, | |
| 0.0007960525883432378, | |
| 0.0007936984166676993, | |
| 0.0007886022794885307, | |
| 0.0007709608196783225, | |
| -0.0007430371834824161, | |
| 0.000718169508331914, | |
| 0.0007169961575609121, | |
| 0.000699544017565166, | |
| -0.0006527345676990454, | |
| -0.0006525451167299281, | |
| -0.0005966222840680536, | |
| 0.0005948650273318891, | |
| -0.0005916697924042634, | |
| -0.0005877488216639916, | |
| -0.0005831980477951622, | |
| -0.0005805575147192633, | |
| -0.0005737028055222361, | |
| -0.0005715614925000869, | |
| -0.0005319165094048005, | |
| 0.0005186446228269438, | |
| -0.0005047600772116426, | |
| -0.0005021199447481479, | |
| -0.0005016023769069389, | |
| 0.0004948347839187621, | |
| -0.00048260236897357397, | |
| -0.00048162895082459235, | |
| 0.0004799304354232428, | |
| -0.00047975102815219254, | |
| -0.0004621687632927576, | |
| 0.0004531500205027305, | |
| -0.00044853379845281464, | |
| 0.0004459745540159589, | |
| -0.00043704056453858106, | |
| -0.0004110310983378375, | |
| -0.00039408333041346074, | |
| 0.0003799205933734652, | |
| 0.0003784070653522193, | |
| -0.00037325850494744953, | |
| 0.0003607736632279247, | |
| -0.0003599341935388513, | |
| -0.0003462683612429726, | |
| -0.000321791261065975, | |
| -0.0003201895242732407, | |
| 0.00030224233676265155, | |
| -0.0002910094486736675, | |
| -0.0002872052151782047, | |
| -0.00028318454415745734, | |
| 0.00027407049346465966, | |
| 0.00025718306823656356, | |
| -0.00025521692503951044, | |
| 0.0002541709667090355, | |
| 0.0002518966322056089, | |
| -0.00024402006403058488, | |
| 0.00024087903130156824, | |
| 0.00023992011489522096, | |
| 0.0002391545552278698, | |
| 0.00023112145307228627, | |
| 0.00021667864197476525, | |
| 0.00021326990286955238, | |
| 0.00020965410532001422, | |
| 0.00020964260829577764, | |
| 0.00020694196657928887, | |
| -0.00020444559916046155, | |
| -0.00020051920686352162, | |
| 0.00019897510007304149, | |
| -0.0001971810947451778, | |
| 0.0001883505107774008, | |
| -0.00018818095574144186, | |
| -0.00017301723866866225, | |
| 0.00016741191978429364, | |
| -0.00016091827266459502, | |
| -0.00015941130257454898, | |
| -0.00015086995638614924, | |
| -0.00014950338114829472, | |
| 0.00013978807713631346, | |
| 0.00013613289337947905, | |
| -0.00013449101803539586, | |
| -0.00013348404892493118, | |
| -0.0001331153678511384, | |
| 0.00012910172756682692, | |
| -0.00012434177159137693, | |
| 0.0001242203328490502, | |
| -0.00012263342039137653, | |
| -0.00012152188665777569, | |
| 0.00011939519351615702, | |
| -0.00011932598224651978, | |
| 0.00011859316806979332, | |
| -0.00011191647017982992, | |
| -9.972142965085532e-05, | |
| -9.587674653297041e-05, | |
| -8.877488441999574e-05, | |
| 8.743024372971108e-05, | |
| 8.504923519324496e-05, | |
| -7.912194691445435e-05, | |
| 7.901231439920965e-05, | |
| 7.5553236927859e-05, | |
| 7.025785106738509e-05, | |
| -7.016263424140516e-05, | |
| -6.84332626710758e-05, | |
| -6.789652230525024e-05, | |
| 6.717553480139518e-05, | |
| 6.30903266684064e-05, | |
| -5.637279847015713e-05, | |
| 5.477554166154013e-05, | |
| -5.1811010421115945e-05, | |
| -5.059158878945733e-05, | |
| 4.9970196649000236e-05, | |
| -4.740323315641006e-05, | |
| 4.5336186553512026e-05, | |
| 4.322597376159582e-05, | |
| 4.2660480596320764e-05, | |
| -4.202520559590886e-05, | |
| -4.1034859354435486e-05, | |
| 4.0511815359813574e-05, | |
| 3.952481278203048e-05, | |
| -3.735511659659886e-05, | |
| -3.397729661915779e-05, | |
| 3.273133050080447e-05, | |
| -2.3880234935259952e-05, | |
| 2.2656858398958358e-05, | |
| -1.9367232429325765e-05, | |
| -1.8602855753592624e-05, | |
| -1.759248233174898e-05, | |
| 1.2821573512413265e-05, | |
| 1.2118388642036554e-05, | |
| -1.1284988049788983e-05, | |
| 9.016970075024481e-06, | |
| -8.957288175144423e-06, | |
| 7.543741605536731e-06, | |
| 6.86793942545193e-06, | |
| 3.1469659342611182e-06, | |
| -2.4826170539649726e-06, | |
| 2.11011085200594e-06, | |
| 2.021743333901498e-06, | |
| -1.9019207730130746e-06, | |
| -1.0571718545279186e-06, | |
| -5.382975033848227e-07, | |
| 4.887711739982931e-07, | |
| -3.973581884666927e-07, | |
| 1.7722089783403792e-07, | |
| -1.1100993804701017e-07, | |
| 6.198790395914311e-16, | |
| 3.377425292563907e-17, | |
| 2.7105054312137612e-21 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.038630048838076754, | |
| 0.031239615578609287, | |
| 0.02090868919049585, | |
| 0.019756642358620544, | |
| 0.019552139561140786, | |
| 0.015303687458982581, | |
| 0.013879603200435336, | |
| 0.012476018594299431, | |
| 0.011795741726446585, | |
| 0.010900675712032841, | |
| 0.01026360800922101, | |
| 0.008780797667562642, | |
| 0.008522651706440764, | |
| 0.008309716107426349, | |
| 0.008025021374641058, | |
| 0.007967158295119316, | |
| 0.007281229631605658, | |
| 0.007149322300464345, | |
| 0.006970954730165303, | |
| 0.006919551370796878, | |
| 0.006283720170209825, | |
| 0.006191040647872939, | |
| 0.005993858108785982, | |
| 0.005955040249037293, | |
| 0.005685183416560665, | |
| 0.0056659353502441796, | |
| 0.005411526657762733, | |
| 0.004957778549023942, | |
| 0.0048946783771514814, | |
| 0.004818595979086535, | |
| 0.004452428764382127, | |
| 0.00440091989039019, | |
| 0.004270557612738348, | |
| 0.004031520504755013, | |
| 0.003965160370370245, | |
| 0.0038559814294521176, | |
| 0.0037304604979971324, | |
| 0.003602357769391399, | |
| 0.003446992079833388, | |
| 0.0032227015298475136, | |
| 0.003151292353333506, | |
| 0.003104058421403834, | |
| 0.0030944866824665703, | |
| 0.0029900734774404945, | |
| 0.00292672696015924, | |
| 0.0028849862130356126, | |
| 0.002741292502782646, | |
| 0.0026931859921119484, | |
| 0.0026875415680661318, | |
| 0.0026468776111285993, | |
| 0.002629840811786947, | |
| 0.0026196390058003827, | |
| 0.0026120928117449004, | |
| 0.0025865266161142425, | |
| 0.00255522376291069, | |
| 0.0025268639454035183, | |
| 0.0025157702795269247, | |
| 0.00247354959223231, | |
| 0.0024584752738002484, | |
| 0.0023099794134033183, | |
| 0.0022767111222221294, | |
| 0.002268627704517572, | |
| 0.0022538626301675134, | |
| 0.002239047008244207, | |
| 0.0022202432103873545, | |
| 0.0022172409138639516, | |
| 0.0022066651896159384, | |
| 0.002171904616098692, | |
| 0.0021705773625635217, | |
| 0.0021592878565761644, | |
| 0.002003361064111477, | |
| 0.0019282385872238471, | |
| 0.0018656937525020401, | |
| 0.001826704841592491, | |
| 0.0018078251471314055, | |
| 0.00173758251071661, | |
| 0.0017354469056127936, | |
| 0.0017026553410627175, | |
| 0.0016811035071518112, | |
| 0.0016581468893158828, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 1.0552505344744174, | |
| "r_squared": -0.05525053447441748 | |
| }, | |
| "selection": { | |
| "precision": 12.059919602935853, | |
| "recall": 1.1111111111111112, | |
| "f1": 2.0337426229254025, | |
| "jaccard": 1.0274152002674464 | |
| } | |
| } | |
| } |