{ | |
"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, | |
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, | |
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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 | |
} | |
} | |
} |