| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ANGPTL7", | |
| "TUBB1", | |
| "IDI2-AS1", | |
| "MIR1909", | |
| "GHRL", | |
| "TRIM51", | |
| "MDS2", | |
| "HRH1", | |
| "SMIM12", | |
| "UGT2B28", | |
| "METTL21EP", | |
| "OR8B1P", | |
| "FRMD7", | |
| "TP53I11", | |
| "MRGPRX3", | |
| "RFXAP", | |
| "PCDHB11", | |
| "MIR106A", | |
| "OR6Q1", | |
| "RAPSN", | |
| "CACNA2D4", | |
| "SMOC1", | |
| "KRTAP13-3", | |
| "ANXA10", | |
| "RAD21L1", | |
| "PLAU", | |
| "OR8A1", | |
| "LRFN5", | |
| "TSBP1", | |
| "ALDH8A1", | |
| "EP300", | |
| "PFN4", | |
| "RASL11A", | |
| "GLUD2", | |
| "HSBP1P2", | |
| "XPR1", | |
| "MMAB", | |
| "OR4A16", | |
| "MIR382", | |
| "SSX7", | |
| "FADS1", | |
| "NECAB1", | |
| "PRPS1L1", | |
| "RNA5SP74", | |
| "LRFN1", | |
| "OR1N2", | |
| "OR11G2", | |
| "DKK3", | |
| "GNPTG", | |
| "PSMB3P2", | |
| "RPS6P6", | |
| "OR4H12P", | |
| "PF4", | |
| "FAM149B1", | |
| "SSU72P1", | |
| "LRIT3", | |
| "S100A11P2", | |
| "DDX20", | |
| "OR1S2", | |
| "SP3", | |
| "CCDC121", | |
| "APLNR", | |
| "GPR148", | |
| "IKZF4", | |
| "INTS15", | |
| "CD5L", | |
| "SLC25A35", | |
| "RNA5SP269", | |
| "NHS", | |
| "RNF187", | |
| "RHBDL1", | |
| "SSU72L1", | |
| "BOLA1", | |
| "HPCAL4", | |
| "FBXO15", | |
| "ZNF829", | |
| "PNLDC1", | |
| "REXO1", | |
| "GSTM1", | |
| "CRELD1", | |
| "PAPSS2", | |
| "SURF6", | |
| "KLHL38", | |
| "NANOGNB", | |
| "RNA5SP68", | |
| "RPS2P2", | |
| "MTA1", | |
| "COTL1P1", | |
| "OR5T3", | |
| "CIBAR1P1", | |
| "C10orf90", | |
| "LYPD5", | |
| "CSN3", | |
| "SLC9A2", | |
| "PGA3", | |
| "ZNF233", | |
| "PEG10", | |
| "ANKRD34C", | |
| "RPL13", | |
| "ACTR5", | |
| "OR51B6", | |
| "CHAC1", | |
| "CCL7", | |
| "MIR146A", | |
| "RPL7L1P4", | |
| "LINC01602", | |
| "OR4C46", | |
| "MIR100", | |
| "GFRA3", | |
| "CARMN", | |
| "EPHA7", | |
| "AMTN", | |
| "HSD3BP4", | |
| "MIR153-2", | |
| "DGKK", | |
| "HCFC1R1", | |
| "ARF6", | |
| "ALKBH5", | |
| "OR56A4", | |
| "ZNF619", | |
| "OR10U1P", | |
| "MKNK2", | |
| "OR5G3", | |
| "GOT1L1", | |
| "OR6K3", | |
| "PLEKHG4", | |
| "ZNF474", | |
| "GSTT2", | |
| "DEFB118", | |
| "PIN1", | |
| "MIR143", | |
| "MIR1908", | |
| "PLEKHF1", | |
| "HMGN1P30", | |
| "SPRR2D", | |
| "SCGB1D2", | |
| "SLC6A1", | |
| "RNA5SP183", | |
| "NEFL", | |
| "C7orf33", | |
| "VXN", | |
| "RNA5SP340", | |
| "SUMO1P1", | |
| "HPR", | |
| "CASP2", | |
| "DIS3L", | |
| "YBX1P1", | |
| "PPBP", | |
| "RNF31", | |
| "SNORA36C", | |
| "CATSPER3", | |
| "RNA5SP512", | |
| "NFYC", | |
| "LCE1B", | |
| "GBP7", | |
| "MIR4738", | |
| "IBSP", | |
| "POFUT1", | |
| "OR1J1", | |
| "GALNT8", | |
| "PRSS27", | |
| "DPPA3P2", | |
| "CIDECP1", | |
| "CANT1", | |
| "OR6K4P", | |
| "SNORD48", | |
| "BOLL", | |
| "STX10", | |
| "CFL1P3", | |
| "HIC2", | |
| "GDPD4", | |
| "SIGLEC17P", | |
| "TPM4", | |
| "RNU6-68P", | |
| "THAP1", | |
| "SNORD68", | |
| "IRF9", | |
| "IFI6", | |
| "RBM4B", | |
| "APOL5", | |
| "SS18L1", | |
| "ASAH1", | |
| "STC2", | |
| "SSU72P6", | |
| "SPESP1", | |
| "NPVF", | |
| "KCNB1", | |
| "RAB40AL", | |
| "ALX1", | |
| "NOX5", | |
| "LINC01551", | |
| "SSU72L2", | |
| "SSU72L4", | |
| "SSU72L5", | |
| "SSU72L3", | |
| "SSU72L6" | |
| ], | |
| "Coefficient": [ | |
| 0.052838556511565445, | |
| -0.05190926563723662, | |
| -0.050159336215257186, | |
| -0.04801096635552994, | |
| -0.04347959622550391, | |
| 0.037855984379717274, | |
| -0.034722113602887725, | |
| 0.032774015235444307, | |
| -0.03237316320963124, | |
| 0.030450690478782603, | |
| -0.030255705615737507, | |
| -0.029629670630787246, | |
| -0.02883862634717018, | |
| 0.028626287116641676, | |
| -0.027389396649759198, | |
| -0.026814110413641293, | |
| 0.026588678464245834, | |
| 0.025893422215786065, | |
| 0.025608567187380995, | |
| 0.024765343823809922, | |
| 0.024411268271075183, | |
| 0.024090421783869338, | |
| 0.024020930590765512, | |
| 0.023417988002428693, | |
| 0.023274828333216476, | |
| 0.02324100324440959, | |
| -0.023204669509339165, | |
| -0.023110129251212665, | |
| -0.022971780564947825, | |
| -0.022969584662416834, | |
| 0.022963559454130922, | |
| 0.022045439951086584, | |
| -0.021844026456797463, | |
| -0.02178200342289064, | |
| -0.021128955142787086, | |
| -0.020774177101353875, | |
| -0.02040893590631722, | |
| 0.01961328978777269, | |
| -0.019562108576614057, | |
| 0.01953221983770283, | |
| -0.018737767033492034, | |
| -0.018418859690088857, | |
| -0.01821799220382195, | |
| -0.017813886582574292, | |
| -0.017357628499600795, | |
| 0.01734721142907942, | |
| -0.017204286317798505, | |
| 0.01685165581763187, | |
| -0.016654893784123017, | |
| 0.016269181847839626, | |
| -0.01605218064430669, | |
| -0.015468780369701576, | |
| -0.014970706065930088, | |
| -0.014954804541558214, | |
| 0.014637092439721264, | |
| -0.01435930091917836, | |
| 0.014214685829719815, | |
| -0.014207232863241836, | |
| -0.013926265637052302, | |
| 0.013855431255141442, | |
| -0.013129392633063142, | |
| 0.013111769481265778, | |
| -0.013050259272027612, | |
| 0.012957158861543763, | |
| -0.012914596507129634, | |
| -0.0124732038418716, | |
| -0.012413997938961831, | |
| -0.012334273673684892, | |
| 0.012019163558647588, | |
| 0.012016641201166977, | |
| -0.011996838121518675, | |
| -0.011451180158914527, | |
| 0.011402524640972255, | |
| -0.011318533670415853, | |
| -0.011190518134470294, | |
| -0.010783610028423197, | |
| -0.01077454430744648, | |
| -0.010746121438583908, | |
| -0.010722135452641437, | |
| 0.01030014976244244, | |
| -0.009741025417231949, | |
| 0.00969749626471843, | |
| 0.009634068546002655, | |
| 0.009465550084610311, | |
| -0.00945048935388419, | |
| 0.009385545290635443, | |
| -0.009290337443920438, | |
| 0.009239095593241743, | |
| 0.009170805351003956, | |
| -0.00906857707597644, | |
| 0.008762569525848639, | |
| 0.00844024801496233, | |
| -0.00828522955821721, | |
| 0.008247892970309487, | |
| -0.008241376066206335, | |
| 0.008149060530243208, | |
| -0.007833788584665545, | |
| -0.007619633117753102, | |
| -0.007572992259380997, | |
| 0.007444335374347512, | |
| -0.007419346818653303, | |
| -0.007310437426518343, | |
| -0.007157752829405378, | |
| -0.006861807212985238, | |
| -0.006834538404032071, | |
| 0.006810916948143639, | |
| -0.0068082667150232, | |
| -0.006570210883685182, | |
| 0.006475490896394735, | |
| 0.006396616824678106, | |
| 0.006259205938898113, | |
| -0.006246637679432262, | |
| 0.006194154497014511, | |
| -0.006133257156116345, | |
| -0.00585835080809578, | |
| 0.005825315836329591, | |
| 0.005745312808594643, | |
| -0.005422585625926431, | |
| -0.005257768455160046, | |
| -0.0052079618168649235, | |
| -0.005124545714485969, | |
| -0.004982448666645471, | |
| -0.004875960973129304, | |
| 0.004547683924678047, | |
| -0.004319169206972002, | |
| -0.004263692674960118, | |
| 0.004224163193991408, | |
| -0.004180451070607948, | |
| -0.00394849585044794, | |
| 0.00393164280774574, | |
| 0.003931033749802744, | |
| -0.003671340059238422, | |
| 0.003617962725129576, | |
| -0.0036097516290030727, | |
| 0.003553904591105641, | |
| 0.0034844419493738235, | |
| 0.0032774054697679595, | |
| 0.0032320922677614053, | |
| 0.0031831949453782643, | |
| 0.003181831238109728, | |
| 0.0031342487927068286, | |
| -0.003011274126376455, | |
| 0.002947096987707029, | |
| 0.0028686331554269085, | |
| 0.002765853734338157, | |
| -0.0027618674971306013, | |
| -0.0026824230201109, | |
| -0.0026568019023672073, | |
| 0.0024928304134170095, | |
| 0.0024898728677349704, | |
| -0.002390878613607409, | |
| -0.002312169055737683, | |
| 0.002302184203125056, | |
| -0.002238207109342973, | |
| 0.0020114436369205032, | |
| -0.0019701901787418856, | |
| 0.0018683852710163654, | |
| 0.0017694728877724036, | |
| -0.001742988354692008, | |
| 0.001728243340997524, | |
| -0.0014611163659129366, | |
| -0.0013904860356593488, | |
| 0.0013686672716953221, | |
| 0.001333531751553567, | |
| -0.0012729026565470006, | |
| 0.001226304176850906, | |
| -0.0011203099234319864, | |
| 0.0011051479511946004, | |
| 0.0010823262777166006, | |
| -0.0010427231110242232, | |
| -0.0009889538259652342, | |
| 0.0009692041370949649, | |
| 0.0009449319404827224, | |
| -0.0009189784425928433, | |
| -0.0008658940027547045, | |
| -0.0008551759982860753, | |
| 0.0008154295848848589, | |
| 0.0006984546546879201, | |
| -0.000680391567654597, | |
| 0.0006733823459115001, | |
| 0.0006098196195236387, | |
| 0.0006061675986641663, | |
| -0.0005114446774668407, | |
| -0.0004871947911529149, | |
| -0.0004672839705950957, | |
| 0.00042522784104634804, | |
| 0.0003485575271091467, | |
| 0.00034788100256131615, | |
| 0.00030470791194210075, | |
| -0.00011127182181310868, | |
| 4.8948963626368525e-05, | |
| -1.4560301962297133e-17, | |
| -3.640075490574283e-18, | |
| -1.8200377452871416e-18, | |
| -1.8200377452871416e-18, | |
| -1.8200377452871416e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.052838556511565445, | |
| 0.05190926563723662, | |
| 0.050159336215257186, | |
| 0.04801096635552994, | |
| 0.04347959622550391, | |
| 0.037855984379717274, | |
| 0.034722113602887725, | |
| 0.032774015235444307, | |
| 0.03237316320963124, | |
| 0.030450690478782603, | |
| 0.030255705615737507, | |
| 0.029629670630787246, | |
| 0.02883862634717018, | |
| 0.028626287116641676, | |
| 0.027389396649759198, | |
| 0.026814110413641293, | |
| 0.026588678464245834, | |
| 0.025893422215786065, | |
| 0.025608567187380995, | |
| 0.024765343823809922, | |
| 0.024411268271075183, | |
| 0.024090421783869338, | |
| 0.024020930590765512, | |
| 0.023417988002428693, | |
| 0.023274828333216476, | |
| 0.02324100324440959, | |
| 0.023204669509339165, | |
| 0.023110129251212665, | |
| 0.022971780564947825, | |
| 0.022969584662416834, | |
| 0.022963559454130922, | |
| 0.022045439951086584, | |
| 0.021844026456797463, | |
| 0.02178200342289064, | |
| 0.021128955142787086, | |
| 0.020774177101353875, | |
| 0.02040893590631722, | |
| 0.01961328978777269, | |
| 0.019562108576614057, | |
| 0.01953221983770283, | |
| 0.018737767033492034, | |
| 0.018418859690088857, | |
| 0.01821799220382195, | |
| 0.017813886582574292, | |
| 0.017357628499600795, | |
| 0.01734721142907942, | |
| 0.017204286317798505, | |
| 0.01685165581763187, | |
| 0.016654893784123017, | |
| 0.016269181847839626, | |
| 0.01605218064430669, | |
| 0.015468780369701576, | |
| 0.014970706065930088, | |
| 0.014954804541558214, | |
| 0.014637092439721264, | |
| 0.01435930091917836, | |
| 0.014214685829719815, | |
| 0.014207232863241836, | |
| 0.013926265637052302, | |
| 0.013855431255141442, | |
| 0.013129392633063142, | |
| 0.013111769481265778, | |
| 0.013050259272027612, | |
| 0.012957158861543763, | |
| 0.012914596507129634, | |
| 0.0124732038418716, | |
| 0.012413997938961831, | |
| 0.012334273673684892, | |
| 0.012019163558647588, | |
| 0.012016641201166977, | |
| 0.011996838121518675, | |
| 0.011451180158914527, | |
| 0.011402524640972255, | |
| 0.011318533670415853, | |
| 0.011190518134470294, | |
| 0.010783610028423197, | |
| 0.01077454430744648, | |
| 0.010746121438583908, | |
| 0.010722135452641437, | |
| 0.01030014976244244, | |
| 0.009741025417231949, | |
| 0.00969749626471843, | |
| 0.009634068546002655, | |
| 0.009465550084610311, | |
| 0.00945048935388419, | |
| 0.009385545290635443, | |
| 0.009290337443920438, | |
| 0.009239095593241743, | |
| 0.009170805351003956, | |
| 0.00906857707597644, | |
| 0.008762569525848639, | |
| 0.00844024801496233, | |
| 0.00828522955821721, | |
| 0.008247892970309487, | |
| 0.008241376066206335, | |
| 0.008149060530243208, | |
| 0.007833788584665545, | |
| 0.007619633117753102, | |
| 0.007572992259380997, | |
| 0.007444335374347512, | |
| 0.007419346818653303, | |
| 0.007310437426518343, | |
| 0.007157752829405378, | |
| 0.006861807212985238, | |
| 0.006834538404032071, | |
| 0.006810916948143639, | |
| 0.0068082667150232, | |
| 0.006570210883685182, | |
| 0.006475490896394735, | |
| 0.006396616824678106, | |
| 0.006259205938898113, | |
| 0.006246637679432262, | |
| 0.006194154497014511, | |
| 0.006133257156116345, | |
| 0.00585835080809578, | |
| 0.005825315836329591, | |
| 0.005745312808594643, | |
| 0.005422585625926431, | |
| 0.005257768455160046, | |
| 0.0052079618168649235, | |
| 0.005124545714485969, | |
| 0.004982448666645471, | |
| 0.004875960973129304, | |
| 0.004547683924678047, | |
| 0.004319169206972002, | |
| 0.004263692674960118, | |
| 0.004224163193991408, | |
| 0.004180451070607948, | |
| 0.00394849585044794, | |
| 0.00393164280774574, | |
| 0.003931033749802744, | |
| 0.003671340059238422, | |
| 0.003617962725129576, | |
| 0.0036097516290030727, | |
| 0.003553904591105641, | |
| 0.0034844419493738235, | |
| 0.0032774054697679595, | |
| 0.0032320922677614053, | |
| 0.0031831949453782643, | |
| 0.003181831238109728, | |
| 0.0031342487927068286, | |
| 0.003011274126376455, | |
| 0.002947096987707029, | |
| 0.0028686331554269085, | |
| 0.002765853734338157, | |
| 0.0027618674971306013, | |
| 0.0026824230201109, | |
| 0.0026568019023672073, | |
| 0.0024928304134170095, | |
| 0.0024898728677349704, | |
| 0.002390878613607409, | |
| 0.002312169055737683, | |
| 0.002302184203125056, | |
| 0.002238207109342973, | |
| 0.0020114436369205032, | |
| 0.0019701901787418856, | |
| 0.0018683852710163654, | |
| 0.0017694728877724036, | |
| 0.001742988354692008, | |
| 0.001728243340997524, | |
| 0.0014611163659129366, | |
| 0.0013904860356593488, | |
| 0.0013686672716953221, | |
| 0.001333531751553567, | |
| 0.0012729026565470006, | |
| 0.001226304176850906, | |
| 0.0011203099234319864, | |
| 0.0011051479511946004, | |
| 0.0010823262777166006, | |
| 0.0010427231110242232, | |
| 0.0009889538259652342, | |
| 0.0009692041370949649, | |
| 0.0009449319404827224, | |
| 0.0009189784425928433, | |
| 0.0008658940027547045, | |
| 0.0008551759982860753, | |
| 0.0008154295848848589, | |
| 0.0006984546546879201, | |
| 0.000680391567654597, | |
| 0.0006733823459115001, | |
| 0.0006098196195236387, | |
| 0.0006061675986641663, | |
| 0.0005114446774668407, | |
| 0.0004871947911529149, | |
| 0.0004672839705950957, | |
| 0.00042522784104634804, | |
| 0.0003485575271091467, | |
| 0.00034788100256131615, | |
| 0.00030470791194210075, | |
| 0.00011127182181310868, | |
| 4.8948963626368525e-05, | |
| 1.4560301962297133e-17, | |
| 3.640075490574283e-18, | |
| 1.8200377452871416e-18, | |
| 1.8200377452871416e-18, | |
| 1.8200377452871416e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 77.91666666666667, | |
| "precision": 82.11835988875836, | |
| "recall": 81.17347793818382, | |
| "f1": 80.38803832461153 | |
| }, | |
| "selection": { | |
| "precision": 0.9972387696560533, | |
| "recall": 2.0779220779220777, | |
| "f1": 1.3466595623066318, | |
| "jaccard": 0.6783037214051585 | |
| } | |
| } | |
| } |