Datasets:

Liu-Hy
/

GenoTEX

	{
	"significant_genes": {
	"Variable": [
	"PSMB1",
	"NAAA",
	"CT47A11",
	"TRRAP",
	"OR51M1",
	"IL3",
	"CALML5",
	"IRF8",
	"DUSP5P1",
	"SPATA31J1",
	"MYH2",
	"ELOVL5",
	"UNCX",
	"TRIM51",
	"TBC1D21",
	"GNPDA2",
	"UTS2B",
	"SEC1P",
	"CATSPER4",
	"AGAP5",
	"KRT38",
	"SSX2",
	"TKTL2",
	"RBMY1A3P",
	"NTN5",
	"MYBPH",
	"S100Z",
	"PITX2",
	"FBXO10",
	"AKAP4",
	"PCDHA4",
	"TMEM114",
	"TDRD1",
	"AIRE",
	"LGR6",
	"CHCHD5",
	"SMCO1",
	"STARD6",
	"TATDN2",
	"CLEC12B",
	"FAM47C",
	"FAM151B",
	"SNORA79",
	"KRT86",
	"OR14A16",
	"FREY1",
	"NUTM2A",
	"ZPLD1",
	"REN",
	"SLC5A8",
	"CDK6",
	"RCVRN",
	"GJC3",
	"B4GALNT2",
	"ARSH",
	"RAB9BP1",
	"ABTB3",
	"ZNF30",
	"PRR4",
	"LOC284009",
	"DAZ4",
	"DLL3",
	"MB21D2",
	"SCGB2B2",
	"CDKN2AIP",
	"PRM2",
	"CD207",
	"EN1",
	"WFDC9",
	"FBXO36",
	"SNORA3A",
	"TTTY3B",
	"RAG1",
	"CLTA",
	"LCNL1",
	"AHRR",
	"SNAR-C4",
	"RP1",
	"ATP6V0E2",
	"GAPDHS",
	"MYCL",
	"AKR1C8",
	"KRTAP25-1",
	"ATP6V1G3",
	"ST7-OT3",
	"MFSD2A",
	"TFDP3",
	"AADACL4",
	"ZNF330",
	"SPATA22",
	"SNORA59B",
	"RNASEH1",
	"CPB1",
	"ACSS1",
	"TSNAX-DISC1",
	"FAM66C",
	"NMBR",
	"TNK2",
	"DHX40P1",
	"HS6ST2",
	"LHFPL3",
	"EPHB6",
	"CHRNA9",
	"INSYN2A",
	"DNAAF6",
	"ATP13A5",
	"ABCC5",
	"RGS8",
	"SNORD103A",
	"TAAR9",
	"FAM136BP",
	"MSL1",
	"DUSP4",
	"KCNJ1",
	"RBMY3AP",
	"CTRB2",
	"HCRTR2",
	"PNPLA4",
	"ESD",
	"CIMAP1C",
	"PLSCR5",
	"NRN1L",
	"IFNW1",
	"FGF16",
	"SEC31A",
	"OR2T35",
	"BARHL1",
	"H4C11",
	"TLCD4",
	"RPL10L",
	"SPP2",
	"PLA2G5",
	"NPFFR2",
	"CLLU1",
	"LOC389705",
	"MUCL1",
	"APOL4",
	"SNAR-F",
	"INTS11",
	"QPCT",
	"OR4M2",
	"PRR25",
	"CHIT1",
	"RAB11FIP1",
	"SNORA65",
	"SAA2",
	"PIGR",
	"YAP1",
	"CACNA2D3",
	"CST11",
	"ZNF613",
	"C11orf16",
	"VAPA",
	"PLAC1",
	"SPDYC",
	"IER3",
	"SNORA2B",
	"ETS2",
	"TMEM143",
	"MTMR9",
	"HMG20B",
	"GCDH",
	"TTTY4C",
	"ZPBP",
	"HES6",
	"YWHAG",
	"KCNK7",
	"DRD1",
	"SLC14A1",
	"MORN1",
	"KRTAP4-4",
	"SLC38A7",
	"C9orf72",
	"STBD1",
	"MMAA",
	"TBX20",
	"ZNF114",
	"LINC01600",
	"NEK10",
	"TRIM44",
	"SPDYE6",
	"ZNF165",
	"BBS5",
	"NPSR1",
	"VWA3A",
	"MGC27382",
	"MEG8",
	"FAM157B",
	"CLC",
	"RNF220",
	"FAM227B",
	"RFPL3",
	"TUBB2A",
	"SLC7A3",
	"CBY2",
	"IL1RAPL1",
	"RPL23AP7",
	"KRTAP4-11",
	"LCE4A",
	"SYS1-DBNDD2",
	"NECAB2",
	"RIPK1",
	"DMC1",
	"RETN",
	"WEE2",
	"FAM25G",
	"KRT72",
	"ALKAL2",
	"ZP4",
	"PGBD3",
	"CXCL2",
	"USP54",
	"DEFB134",
	"SLPI",
	"SOST",
	"IL36G",
	"SPMAP2",
	"HDHD2",
	"ZNF320",
	"ECHDC3",
	"RAD23A",
	"OR13A1",
	"KCNK2",
	"GDNF",
	"PSORS1C3",
	"PPBP",
	"PRSS54",
	"FBXO24",
	"DEFB108B",
	"ASTL",
	"AATF",
	"SNORA49",
	"ZNF479",
	"GAGE8",
	"SLC10A7",
	"LINC02693",
	"CYP4A11",
	"ERC2-IT1",
	"SLC6A3",
	"SDHAP2",
	"GYPB",
	"RHOXF1",
	"ZC2HC1C",
	"COQ10A",
	"CX3CR1",
	"EYA2",
	"PMCH",
	"LOC283731",
	"MRPL42P5",
	"OR2A2",
	"SLC36A4",
	"ASNS",
	"MCUB",
	"NKX6-1",
	"METTL2B",
	"POU4F3",
	"H1-1",
	"PRR20B",
	"PATE2",
	"KRTAP19-2",
	"RBMY1B",
	"SNAR-A13",
	"OR2T29",
	"SNORA35",
	"SNAR-E",
	"SNAR-B2",
	"PRR20C"
	],
	"Coefficient": [
	-3.421972869591543,
	-3.3316334409342265,
	-3.217959356470339,
	-2.329013342602772,
	-2.235580735199616,
	2.1077373349813002,
	1.9582445168471778,
	1.8151071358635376,
	1.6794079054955573,
	1.6319013973832088,
	-1.561350731650316,
	1.550814195949386,
	1.4340028311662025,
	1.4089020346522754,
	-1.3545664781523319,
	-1.3212008004902007,
	1.306548857799391,
	1.25583931941526,
	-1.2185293618550834,
	1.2106621817290517,
	-1.166304679662448,
	1.1405329596126985,
	-1.1042562205808504,
	-1.0767210760589576,
	1.0130490814561814,
	-0.9974857825955448,
	0.9958571102638241,
	-0.9950203311473647,
	0.9783729696177293,
	0.9670694219031238,
	-0.9400923478006381,
	0.9245040331864925,
	0.9102949883929529,
	0.9076610568434267,
	0.9010974718142079,
	-0.8983145357103414,
	-0.8936490143184499,
	0.8797347376544502,
	-0.8707438642504852,
	0.8681031496280236,
	-0.8556853109113409,
	-0.8426871999252553,
	0.8292046356156949,
	-0.813998369255354,
	0.8110438871888181,
	0.8085327540108322,
	0.7960815166679702,
	0.7943297756163884,
	0.7897553400517147,
	-0.7862589904257546,
	-0.785534842564092,
	-0.7751099109032129,
	-0.7726796821763701,
	0.7648161839304508,
	0.7549516054978807,
	-0.7381183978272611,
	-0.7320624918493391,
	-0.7306381796165996,
	-0.7268748656404902,
	-0.71379112634435,
	0.7020135150634301,
	0.6972622029802398,
	0.692763266978498,
	-0.676574470023381,
	0.6659774704207311,
	-0.6654476937283584,
	0.6585162084035879,
	-0.6565148608663768,
	-0.651006278259581,
	0.6437408237414174,
	0.6432320708989624,
	0.6342135957258411,
	-0.629224866450898,
	0.6263247102194649,
	-0.6189763115562003,
	0.6142212781694588,
	0.6136741372723157,
	0.6120023283472921,
	-0.5858923746263193,
	-0.5850041721150634,
	0.582879784851396,
	0.5787413917005186,
	0.5759087922764655,
	-0.5743468556435897,
	-0.5728181142690402,
	0.5649447695251788,
	-0.5603350208390163,
	-0.5584524088296464,
	-0.5575982951578166,
	-0.5478798502627207,
	-0.543929487034218,
	0.5377974652706804,
	-0.5288856521577802,
	0.5265196206135532,
	-0.5215346873138115,
	-0.5202260964336686,
	0.5170342278870839,
	0.5160231095812505,
	-0.5142149670419893,
	0.5103777336510558,
	0.5064737295936523,
	0.5057370959397587,
	0.5047148627925455,
	-0.49963411265844765,
	-0.49582242930061693,
	0.49028795037980777,
	0.4683971844354993,
	-0.4605629800738622,
	-0.4461450326683044,
	0.4357475842204907,
	0.43090325158679466,
	-0.4305432420786559,
	0.43042715042460805,
	-0.4296509169989043,
	-0.42657593199411853,
	-0.4241508399411846,
	0.4175767608361516,
	-0.4161359220282493,
	-0.4013335712901898,
	0.3891064891668425,
	0.3863860745923993,
	-0.3856405433716496,
	-0.3820186731407115,
	0.3792279967097461,
	-0.3659990253526357,
	0.3654167855487348,
	-0.35594883615852657,
	-0.35488985585412625,
	-0.35242800697019905,
	0.3453156890914523,
	-0.337406668045956,
	-0.3363586940461555,
	-0.33501834693386723,
	0.324629590664838,
	0.3235195056040265,
	0.3214760294622379,
	0.31360722264297225,
	0.3126436336259297,
	0.30910956033564535,
	0.3047924306230558,
	0.3002826456831555,
	-0.2983419360806305,
	-0.29284584297312527,
	0.2922694507705707,
	-0.2915673829427831,
	-0.28771756499613066,
	-0.2801289708882379,
	-0.2750917529591374,
	0.2703866322560411,
	-0.26674367883717004,
	0.2660955324436758,
	0.260951523006992,
	-0.26061919193025246,
	0.2582617743500684,
	0.2554104095271723,
	0.25517469987743313,
	-0.2518552680547561,
	0.2506436866043417,
	-0.24639694924702607,
	0.24245620243766355,
	-0.239235072914044,
	-0.2347548614443702,
	0.23130696269110376,
	0.22847379570203674,
	0.2127860858611777,
	-0.2097940026257821,
	0.20498391444468034,
	0.2041974349757109,
	0.20324084600772652,
	0.20108330977454034,
	-0.2007568910366208,
	0.20034227757912884,
	0.1991427064804996,
	-0.19773046155380586,
	-0.1974165324156818,
	-0.19695482413940138,
	0.19593071754244376,
	-0.1943925401034,
	0.19376616308220984,
	-0.193008769603883,
	-0.19192883915558662,
	0.1915242752851107,
	0.19126772740248452,
	-0.18705417031850105,
	0.18532918824315872,
	0.17769806841481145,
	-0.17516217953286095,
	0.17298485592421786,
	-0.1714267591732835,
	-0.1708019070636758,
	-0.1652805575219885,
	-0.16136729635962158,
	0.1554442924128659,
	-0.1535559355696943,
	0.1533938493557678,
	0.1506241115593176,
	-0.14612678544277857,
	-0.1447091349775158,
	0.14381871428132614,
	0.14181981972722843,
	0.14130638638629295,
	0.14055147229355963,
	-0.13795367234735795,
	0.1379010100069703,
	0.13219617896063746,
	-0.12966995655210967,
	-0.12913888898789871,
	-0.1286475068098833,
	0.12019553347683103,
	0.1177755503506379,
	-0.11152475946529987,
	0.10600776374670967,
	0.10582734445593336,
	-0.10516758275569602,
	-0.09452531639096823,
	0.08918112552744414,
	-0.08916386845198726,
	0.08845434523869629,
	0.0883144622557132,
	0.08762031433600558,
	-0.08403074194984479,
	0.08115563358612407,
	0.07806601687611689,
	-0.07803828121450473,
	-0.07757677456044018,
	0.07738111070276306,
	-0.0772536328971866,
	-0.07694990556235934,
	-0.07614148219942897,
	0.07599133431822562,
	0.07567185997531242,
	0.07469565825134149,
	0.07380606701868264,
	0.07014719379424932,
	-0.0694855856936968,
	0.0671956017884532,
	0.06323820877600841,
	0.06283563716714237,
	-0.062445464931341114,
	0.062257280689996024,
	-0.06121094283734867,
	-0.053412768136432705,
	0.050124492737808744,
	-0.045346885136152766,
	0.044663359248102406,
	-0.0350707257460084,
	-0.03345756009023975,
	-0.03333790377801228,
	0.029631206902120094,
	0.029518937677806972,
	-0.025882698456538112,
	-0.02493969656863022,
	-0.024795017927488092,
	-0.01857125020382215,
	0.016493486020684057,
	0.012833717330018438,
	-0.011856947953036545,
	-0.011636556490369937,
	-0.01087797021859679,
	0.004890104772312365,
	0.0027024018591321,
	-0.002236103062417211,
	-0.0009714112487394282,
	0.0008543849006320978,
	-8.849818549532165e-05,
	2.2944934257436305e-15,
	-1.529662283829087e-15
	],
	"Absolute Coefficient": [
	3.421972869591543,
	3.3316334409342265,
	3.217959356470339,
	2.329013342602772,
	2.235580735199616,
	2.1077373349813002,
	1.9582445168471778,
	1.8151071358635376,
	1.6794079054955573,
	1.6319013973832088,
	1.561350731650316,
	1.550814195949386,
	1.4340028311662025,
	1.4089020346522754,
	1.3545664781523319,
	1.3212008004902007,
	1.306548857799391,
	1.25583931941526,
	1.2185293618550834,
	1.2106621817290517,
	1.166304679662448,
	1.1405329596126985,
	1.1042562205808504,
	1.0767210760589576,
	1.0130490814561814,
	0.9974857825955448,
	0.9958571102638241,
	0.9950203311473647,
	0.9783729696177293,
	0.9670694219031238,
	0.9400923478006381,
	0.9245040331864925,
	0.9102949883929529,
	0.9076610568434267,
	0.9010974718142079,
	0.8983145357103414,
	0.8936490143184499,
	0.8797347376544502,
	0.8707438642504852,
	0.8681031496280236,
	0.8556853109113409,
	0.8426871999252553,
	0.8292046356156949,
	0.813998369255354,
	0.8110438871888181,
	0.8085327540108322,
	0.7960815166679702,
	0.7943297756163884,
	0.7897553400517147,
	0.7862589904257546,
	0.785534842564092,
	0.7751099109032129,
	0.7726796821763701,
	0.7648161839304508,
	0.7549516054978807,
	0.7381183978272611,
	0.7320624918493391,
	0.7306381796165996,
	0.7268748656404902,
	0.71379112634435,
	0.7020135150634301,
	0.6972622029802398,
	0.692763266978498,
	0.676574470023381,
	0.6659774704207311,
	0.6654476937283584,
	0.6585162084035879,
	0.6565148608663768,
	0.651006278259581,
	0.6437408237414174,
	0.6432320708989624,
	0.6342135957258411,
	0.629224866450898,
	0.6263247102194649,
	0.6189763115562003,
	0.6142212781694588,
	0.6136741372723157,
	0.6120023283472921,
	0.5858923746263193,
	0.5850041721150634,
	0.582879784851396,
	0.5787413917005186,
	0.5759087922764655,
	0.5743468556435897,
	0.5728181142690402,
	0.5649447695251788,
	0.5603350208390163,
	0.5584524088296464,
	0.5575982951578166,
	0.5478798502627207,
	0.543929487034218,
	0.5377974652706804,
	0.5288856521577802,
	0.5265196206135532,
	0.5215346873138115,
	0.5202260964336686,
	0.5170342278870839,
	0.5160231095812505,
	0.5142149670419893,
	0.5103777336510558,
	0.5064737295936523,
	0.5057370959397587,
	0.5047148627925455,
	0.49963411265844765,
	0.49582242930061693,
	0.49028795037980777,
	0.4683971844354993,
	0.4605629800738622,
	0.4461450326683044,
	0.4357475842204907,
	0.43090325158679466,
	0.4305432420786559,
	0.43042715042460805,
	0.4296509169989043,
	0.42657593199411853,
	0.4241508399411846,
	0.4175767608361516,
	0.4161359220282493,
	0.4013335712901898,
	0.3891064891668425,
	0.3863860745923993,
	0.3856405433716496,
	0.3820186731407115,
	0.3792279967097461,
	0.3659990253526357,
	0.3654167855487348,
	0.35594883615852657,
	0.35488985585412625,
	0.35242800697019905,
	0.3453156890914523,
	0.337406668045956,
	0.3363586940461555,
	0.33501834693386723,
	0.324629590664838,
	0.3235195056040265,
	0.3214760294622379,
	0.31360722264297225,
	0.3126436336259297,
	0.30910956033564535,
	0.3047924306230558,
	0.3002826456831555,
	0.2983419360806305,
	0.29284584297312527,
	0.2922694507705707,
	0.2915673829427831,
	0.28771756499613066,
	0.2801289708882379,
	0.2750917529591374,
	0.2703866322560411,
	0.26674367883717004,
	0.2660955324436758,
	0.260951523006992,
	0.26061919193025246,
	0.2582617743500684,
	0.2554104095271723,
	0.25517469987743313,
	0.2518552680547561,
	0.2506436866043417,
	0.24639694924702607,
	0.24245620243766355,
	0.239235072914044,
	0.2347548614443702,
	0.23130696269110376,
	0.22847379570203674,
	0.2127860858611777,
	0.2097940026257821,
	0.20498391444468034,
	0.2041974349757109,
	0.20324084600772652,
	0.20108330977454034,
	0.2007568910366208,
	0.20034227757912884,
	0.1991427064804996,
	0.19773046155380586,
	0.1974165324156818,
	0.19695482413940138,
	0.19593071754244376,
	0.1943925401034,
	0.19376616308220984,
	0.193008769603883,
	0.19192883915558662,
	0.1915242752851107,
	0.19126772740248452,
	0.18705417031850105,
	0.18532918824315872,
	0.17769806841481145,
	0.17516217953286095,
	0.17298485592421786,
	0.1714267591732835,
	0.1708019070636758,
	0.1652805575219885,
	0.16136729635962158,
	0.1554442924128659,
	0.1535559355696943,
	0.1533938493557678,
	0.1506241115593176,
	0.14612678544277857,
	0.1447091349775158,
	0.14381871428132614,
	0.14181981972722843,
	0.14130638638629295,
	0.14055147229355963,
	0.13795367234735795,
	0.1379010100069703,
	0.13219617896063746,
	0.12966995655210967,
	0.12913888898789871,
	0.1286475068098833,
	0.12019553347683103,
	0.1177755503506379,
	0.11152475946529987,
	0.10600776374670967,
	0.10582734445593336,
	0.10516758275569602,
	0.09452531639096823,
	0.08918112552744414,
	0.08916386845198726,
	0.08845434523869629,
	0.0883144622557132,
	0.08762031433600558,
	0.08403074194984479,
	0.08115563358612407,
	0.07806601687611689,
	0.07803828121450473,
	0.07757677456044018,
	0.07738111070276306,
	0.0772536328971866,
	0.07694990556235934,
	0.07614148219942897,
	0.07599133431822562,
	0.07567185997531242,
	0.07469565825134149,
	0.07380606701868264,
	0.07014719379424932,
	0.0694855856936968,
	0.0671956017884532,
	0.06323820877600841,
	0.06283563716714237,
	0.062445464931341114,
	0.062257280689996024,
	0.06121094283734867,
	0.053412768136432705,
	0.050124492737808744,
	0.045346885136152766,
	0.044663359248102406,
	0.0350707257460084,
	0.03345756009023975,
	0.03333790377801228,
	0.029631206902120094,
	0.029518937677806972,
	0.025882698456538112,
	0.02493969656863022,
	0.024795017927488092,
	0.01857125020382215,
	0.016493486020684057,
	0.012833717330018438,
	0.011856947953036545,
	0.011636556490369937,
	0.01087797021859679,
	0.004890104772312365,
	0.0027024018591321,
	0.002236103062417211,
	0.0009714112487394282,
	0.0008543849006320978,
	8.849818549532165e-05,
	2.2944934257436305e-15,
	1.529662283829087e-15
	]
	},
	"cv_performance": {
	"prediction": {
	"accuracy": 92.88888888888889,
	"precision": 93.04307116104869,
	"recall": 99.76470588235294,
	"f1": 96.27738040164643
	},
	"selection": {
	"precision": 0.08733624454148471,
	"recall": 1.1111111111111112,
	"f1": 0.16194331983805668,
	"jaccard": 0.0813008130081301
	}
	}
	}