Datasets:

Liu-Hy
/

GenoTEX

	{
	"significant_genes": {
	"Variable": [
	"RIC8A",
	"VGLL2",
	"FLJ46111",
	"DYM",
	"TNNI3",
	"TIAM2",
	"CCDC47",
	"SULT1C3",
	"MGAT3",
	"ZNF444",
	"HIST1H2BI",
	"CHMP5",
	"C8orf56",
	"ARSA",
	"IGHMBP2",
	"RTN2",
	"LOC651250",
	"MTNR1B",
	"TOPORS",
	"MCFD2",
	"FGF2",
	"C3orf51",
	"OR5D18",
	"IGFBP1",
	"FSD2",
	"FRS2",
	"ZAR1",
	"SNORA15",
	"RFPL3",
	"DPCD",
	"RESP18",
	"LOC84856",
	"C21orf29",
	"OR10AG1",
	"ZNF502",
	"SHKBP1",
	"C6orf72",
	"NLRP4",
	"PAGE1",
	"ATAD3B",
	"MYH7B",
	"USP50",
	"OR6C3",
	"ODZ2",
	"FATE1",
	"CDC14C",
	"ATRIP",
	"OR52E2",
	"OR8A1",
	"LHX1",
	"HS3ST3B1",
	"PADI2",
	"LLPH",
	"PCDHA1",
	"MBD3L2",
	"ARL5A",
	"ASB11",
	"ZSCAN5B",
	"CRYZ",
	"C1QTNF9",
	"LY6G6C",
	"OPN3",
	"FTHL17",
	"RHCE",
	"C9orf5",
	"FKBP1AP1",
	"ACTL7A",
	"MORC1",
	"SNORA62",
	"OR6W1P",
	"PRKAG3",
	"RBMXL2",
	"CABP5",
	"ADIPOR2",
	"CYP26C1",
	"HERPUD2",
	"STRA8",
	"TMEM14E",
	"OPN1MW",
	"CBWD5",
	"CA9",
	"LYZL6",
	"ACSM4",
	"TBC1D3P2",
	"YIPF7",
	"PDYN",
	"DCAF12L1",
	"RAP1GAP2",
	"OR4S2",
	"MPZ",
	"OR5H6",
	"THRB",
	"PRAMEF13",
	"PNLIPRP2",
	"BEND6",
	"SMR3A",
	"HBZ",
	"XKR9",
	"LOC100131496",
	"DAB1",
	"SERPINB9",
	"RPSAP52",
	"RPL23AP32",
	"TUBB8",
	"TREX1",
	"ROBO3",
	"FAM155A",
	"LOC391322",
	"C22orf42",
	"DCAF4L1",
	"C9orf79",
	"IRGM",
	"CCDC116",
	"C22orf24",
	"PPIAL4E",
	"PADI6",
	"FAM194A",
	"MAG",
	"LGALS13",
	"C12orf40",
	"ADCK4",
	"CHGA",
	"OR52N5",
	"ALG11",
	"XCR1",
	"KRTAP5-9",
	"ZNF648",
	"DACH2",
	"LOC100129534",
	"CRLF1",
	"GTF2H2C",
	"NANOS1",
	"KRT36",
	"SLN",
	"PSORS1C1",
	"NUAK2",
	"LAIR2",
	"MAGEB1",
	"LOC285696",
	"DPY19L2P4",
	"C2orf39",
	"RP1L1",
	"OR56A4",
	"PCDHGB2",
	"FTCD",
	"CARTPT",
	"TCF23",
	"C15orf43",
	"C2CD2",
	"ANKRD32",
	"SCARNA23",
	"LOC100192379",
	"ZNF167",
	"KIF16B",
	"OR10Q1",
	"OSR2",
	"TTN",
	"TTTY1B",
	"FAM138D",
	"RBM46",
	"AMAC1L2",
	"SLC17A7",
	"MED13",
	"TCTN2",
	"LOC100133957",
	"SFRS12",
	"NANOG",
	"C7orf49",
	"TRHR",
	"GLRA4",
	"CADM2",
	"STAG3L4",
	"C2orf14",
	"NKPD1",
	"CCDC52",
	"LAT",
	"PCDHGA4",
	"BMP10",
	"FOXD4L5",
	"PGA5",
	"SLC32A1",
	"PTCHD3",
	"RNASE10",
	"DNAJA1",
	"KCNK18",
	"TFAP2D",
	"C1orf201",
	"RBMY1J",
	"C1orf53",
	"CHRNE",
	"ATP5L2",
	"PROK1",
	"SNORA71C",
	"FLJ42393",
	"CLIC6",
	"LOC100134368",
	"HAPLN4",
	"C5orf40",
	"ZNF717",
	"DISC1",
	"LCE5A",
	"ZNF544",
	"SPG21",
	"DEFB109P1B",
	"CETN4P",
	"NBPF16",
	"TAC4",
	"TAF7L",
	"TRY6",
	"ATP5A1",
	"TBC1D3G",
	"CH25H",
	"MS4A13",
	"CRYGB",
	"TAS2R19",
	"ZNF471",
	"OR2K2",
	"OTOF",
	"ZCCHC12",
	"GPR45",
	"SYNGR4",
	"TAS2R30",
	"LCT",
	"DAOA",
	"NQO2",
	"EPX",
	"GRXCR2",
	"LANCL2",
	"BRD7",
	"ZSCAN5A",
	"FAM157A",
	"SLC25A31",
	"LOC100132288",
	"LOC254312",
	"WDR91",
	"KRTAP10-10",
	"TMEM120A",
	"MASP1",
	"CCKBR",
	"GSDMA",
	"PRKD2",
	"ANKFN1",
	"CELA2A",
	"ISLR2",
	"TXNDC17",
	"SNORA36B",
	"UPF0639",
	"LOC340508",
	"PSG8",
	"PXT1",
	"GRIA3",
	"DUSP23",
	"ERF",
	"EDDM3B",
	"CACNG7",
	"SLC22A25",
	"PAQR9",
	"TMEM59L",
	"DAZ2",
	"ARHGAP10",
	"TMX4",
	"FAM59A",
	"SLC20A1",
	"PROKR1",
	"UROC1",
	"MAPK10",
	"PIH1D1",
	"TEAD2",
	"RGPD8",
	"PIWIL1",
	"TRIM6-TRIM34",
	"PRKRIR",
	"PAAF1",
	"CDH12",
	"ALMS1P",
	"SUMO4",
	"BRD7P3",
	"PRKD3",
	"IL1RL2",
	"STON1-GTF2A1L",
	"SV2B",
	"C18orf2",
	"?\|652919",
	"SNORA5A",
	"FAM138E",
	"GOLGA6C",
	"RALYL",
	"SP9",
	"NCRNA00160",
	"C5orf52",
	"SNORA55",
	"RCL1",
	"MEPE",
	"SLC22A16",
	"UNC93A",
	"LIMS3",
	"CMYA5",
	"CLRN2",
	"SULT1E1",
	"ZFP57",
	"IL17F",
	"ZNF784",
	"C14orf145",
	"SYNGR1",
	"OR6A2",
	"PRTN3",
	"AIPL1",
	"SERPINA9",
	"LOC100130264",
	"CNOT4",
	"ARMS2",
	"MAGEA4",
	"CLLU1OS"
	],
	"Coefficient": [
	4.1377386878184295,
	3.1452229299687566,
	-2.8818255825651717,
	-2.8191274786408114,
	2.4981765889091965,
	-2.3870608278604406,
	-2.382827151760951,
	2.3411884394681577,
	-2.188940613528092,
	2.1680305977980905,
	-2.1059876898337273,
	2.059281200525822,
	2.052510624839362,
	-1.930159104991361,
	1.8960372929725449,
	1.7864019661463697,
	-1.7489153803855526,
	-1.7172165826991599,
	1.6426877922249812,
	-1.6032284556731027,
	-1.5973979773264946,
	-1.5948757779447809,
	-1.582001272071981,
	-1.463451161723155,
	1.4405398388280015,
	1.4400467270134958,
	-1.4131033692083372,
	1.3939755409765984,
	-1.3573564811575332,
	1.3520873273262826,
	-1.2548243171551328,
	-1.2541011272818579,
	1.2486391846230407,
	1.2446824833527659,
	1.216760073334146,
	1.208800217507424,
	-1.19768908411064,
	-1.168734707301866,
	-1.1657081585057065,
	1.1449713677288644,
	-1.1351365511776803,
	-1.1298736494352142,
	-1.1142569585058717,
	1.0877910686213292,
	1.0789896477765277,
	-1.0221428426547203,
	1.0214964908197137,
	0.9871920113491562,
	0.984371350741449,
	0.974025352131594,
	-0.9646433229140869,
	-0.959610132461165,
	0.9355133883068784,
	0.9086859302942327,
	0.8953515691805125,
	-0.8907386923330051,
	-0.8903611955170103,
	0.8822517567359766,
	0.8816159729361848,
	-0.8638247081674071,
	-0.8615760857657466,
	0.8511789821898674,
	0.8477775969867555,
	0.8358188259129882,
	-0.8308843485802535,
	-0.8273552171082637,
	0.8237365874810585,
	-0.8103962534293692,
	0.8097379194772802,
	0.8032909797421467,
	-0.8005050570475324,
	0.7995511895698307,
	-0.7960689979389217,
	-0.7940788266279815,
	0.7861692980324229,
	0.7848691559560061,
	0.783309281897899,
	-0.7800752317346683,
	0.7799141457804323,
	0.7701389219147498,
	0.769571533836226,
	0.7512342009824524,
	-0.747660600474119,
	-0.7458012853124663,
	0.7432310969682391,
	-0.7162484659991225,
	0.7116116075425456,
	-0.7089254220353112,
	-0.7045347405469712,
	-0.7044706789084083,
	0.683319683037107,
	-0.6824146170479787,
	0.6738530948522328,
	0.6622715593764502,
	0.6610408089301819,
	-0.6579605437527671,
	0.6564714296321199,
	-0.6395918356237458,
	0.6374229649314858,
	-0.6372726197558468,
	-0.6277719637982779,
	0.6264272680885143,
	0.613999612921616,
	0.6096383789610662,
	0.6083296410394078,
	0.6040201482478939,
	-0.5973093579082697,
	0.588130561986599,
	-0.5869594496633965,
	0.5774026826399122,
	-0.5703284714454819,
	0.5641181219599107,
	0.5630372038598092,
	0.5609755211431596,
	-0.5600078458549278,
	-0.5572156804154341,
	-0.5536633965622659,
	-0.5530939451405552,
	-0.5443279363907751,
	0.5421019399865624,
	0.5415609737664511,
	-0.534248463652183,
	0.5253216401574022,
	0.5242396121058913,
	-0.523793402986117,
	0.5236110003462493,
	-0.5231240566538403,
	0.5219245879633422,
	-0.5169055294048686,
	0.5168162991669286,
	0.5139099184571907,
	0.5124435324737704,
	0.5102354678008599,
	0.5061257912186129,
	0.49915092211906353,
	0.4979772177101021,
	-0.4952653600417663,
	0.48423874582523957,
	-0.4829491905135748,
	-0.4786551199302942,
	-0.4777450905572097,
	-0.47760251050805663,
	0.4734575910396813,
	0.4719502659472922,
	0.46705631327566655,
	0.46130373807805025,
	-0.450633748465542,
	0.44940314992608466,
	-0.432119987557329,
	0.42747284234801397,
	0.4211396649086566,
	-0.41388295755329746,
	0.4100810602967588,
	-0.40981075254322347,
	-0.4075086004690602,
	-0.4053824088531067,
	0.40162910755093273,
	0.40085084398482623,
	0.3922054607835996,
	0.3842022766271793,
	0.3815618701099941,
	0.3771823291267655,
	-0.3762220473887044,
	0.3661812212150657,
	0.36455459293895565,
	0.36159860010802175,
	-0.3607246401010798,
	0.3497543306874432,
	-0.3468429223320632,
	0.3441880523261629,
	0.3376150196456,
	-0.3339164632040796,
	-0.3329626848495467,
	-0.3325324120957697,
	0.33234324354328704,
	0.3238856978000688,
	0.32362338326280393,
	0.3184078356919145,
	0.31527808480142044,
	-0.31219948463987124,
	0.30799623744794125,
	0.307302848561775,
	-0.3048935420036582,
	0.3024471491444616,
	0.3015521700108051,
	0.3015342170806591,
	0.29991014729038445,
	-0.2985991596932451,
	0.2980459508068861,
	0.2930759190065817,
	-0.29160223340707625,
	-0.28828514868140975,
	-0.28799875788960616,
	0.2874898958393474,
	0.2866366940510151,
	0.28288384026999736,
	0.2742020373185818,
	-0.2674395716894508,
	0.2646371016657942,
	-0.25888272428549797,
	-0.2580873159076284,
	0.2551678218867791,
	0.25275816878514884,
	0.2513798594614088,
	-0.24961055767583548,
	0.24786860453343001,
	-0.24382194952944963,
	0.24362926391465697,
	0.23773058696438512,
	-0.23723808547907407,
	0.23606957044081317,
	0.23423946317012923,
	-0.22681576889992386,
	-0.22202629881015837,
	0.2206804362812909,
	-0.21945702930663455,
	-0.21695321740825654,
	0.20614152111260525,
	-0.20568508288612236,
	-0.20176686002894736,
	0.19862168509234157,
	0.19501633701567853,
	-0.19286077856927372,
	0.19278185943002968,
	0.18821182290290148,
	-0.18019196273783003,
	-0.17916438627768247,
	-0.1787956250000074,
	-0.17713894209241424,
	0.17499186894224625,
	0.1743604708783238,
	0.17288254237136347,
	0.16694470406698794,
	0.16475257417862127,
	0.15836527232042677,
	0.15777038312183797,
	-0.15691523092968895,
	-0.15016405718348463,
	-0.14948237986711777,
	-0.1471100117181658,
	0.14509437389455854,
	0.1375097435085783,
	-0.137124185701317,
	0.1321853118492307,
	0.13188109383574154,
	-0.12180052069060747,
	-0.1216249667594196,
	0.12067802874307602,
	-0.11896584574816962,
	-0.1177026067345768,
	-0.11683777621192964,
	0.11292783633470982,
	0.11234592253329588,
	0.11162456020492252,
	0.10576418360846294,
	-0.10503539783579442,
	0.10379288467853544,
	0.10273922645338317,
	-0.10232510730460183,
	0.1015417464648152,
	-0.09826714609774154,
	-0.09694369133995116,
	0.09521745021176307,
	-0.09502438778012516,
	0.09443170028461001,
	-0.09416092269647026,
	0.09309788933517325,
	0.09253855705346498,
	0.09195686789525388,
	0.08481763651399683,
	0.0771016015715472,
	-0.07603996238236793,
	-0.07248656555033914,
	-0.07233487411932668,
	-0.07221466938816685,
	-0.07189029087158279,
	-0.070753163424445,
	-0.06897430175225562,
	-0.06491177369928013,
	0.06317808754031644,
	-0.061794333405817456,
	0.060983711503778265,
	0.06062982868550335,
	-0.058181760058336425,
	0.057987796347067064,
	-0.05677050066779247,
	0.053527263201513395,
	-0.052673520613224695,
	0.05089583596083495,
	-0.04408533137229839,
	0.04390811312336474,
	0.04274452201775262,
	0.041578302999927534,
	-0.03919639457211553,
	-0.032835006412796124,
	0.029820714873190685,
	-0.025655215726266507,
	-0.02058596524897661,
	0.01879444874919487,
	0.017397718918394492,
	0.016954892225499053,
	0.015139889463718095,
	0.014610821322224486,
	-0.013760850453052495,
	-0.012377779430764218,
	-0.00781514043420351,
	0.006456279238416168,
	-0.006032904079797607,
	0.0038476100912122383,
	0.0035954417208312597,
	-0.0023331975935526688,
	0.0013866491209921354,
	-0.0012990682069770685
	],
	"Absolute Coefficient": [
	4.1377386878184295,
	3.1452229299687566,
	2.8818255825651717,
	2.8191274786408114,
	2.4981765889091965,
	2.3870608278604406,
	2.382827151760951,
	2.3411884394681577,
	2.188940613528092,
	2.1680305977980905,
	2.1059876898337273,
	2.059281200525822,
	2.052510624839362,
	1.930159104991361,
	1.8960372929725449,
	1.7864019661463697,
	1.7489153803855526,
	1.7172165826991599,
	1.6426877922249812,
	1.6032284556731027,
	1.5973979773264946,
	1.5948757779447809,
	1.582001272071981,
	1.463451161723155,
	1.4405398388280015,
	1.4400467270134958,
	1.4131033692083372,
	1.3939755409765984,
	1.3573564811575332,
	1.3520873273262826,
	1.2548243171551328,
	1.2541011272818579,
	1.2486391846230407,
	1.2446824833527659,
	1.216760073334146,
	1.208800217507424,
	1.19768908411064,
	1.168734707301866,
	1.1657081585057065,
	1.1449713677288644,
	1.1351365511776803,
	1.1298736494352142,
	1.1142569585058717,
	1.0877910686213292,
	1.0789896477765277,
	1.0221428426547203,
	1.0214964908197137,
	0.9871920113491562,
	0.984371350741449,
	0.974025352131594,
	0.9646433229140869,
	0.959610132461165,
	0.9355133883068784,
	0.9086859302942327,
	0.8953515691805125,
	0.8907386923330051,
	0.8903611955170103,
	0.8822517567359766,
	0.8816159729361848,
	0.8638247081674071,
	0.8615760857657466,
	0.8511789821898674,
	0.8477775969867555,
	0.8358188259129882,
	0.8308843485802535,
	0.8273552171082637,
	0.8237365874810585,
	0.8103962534293692,
	0.8097379194772802,
	0.8032909797421467,
	0.8005050570475324,
	0.7995511895698307,
	0.7960689979389217,
	0.7940788266279815,
	0.7861692980324229,
	0.7848691559560061,
	0.783309281897899,
	0.7800752317346683,
	0.7799141457804323,
	0.7701389219147498,
	0.769571533836226,
	0.7512342009824524,
	0.747660600474119,
	0.7458012853124663,
	0.7432310969682391,
	0.7162484659991225,
	0.7116116075425456,
	0.7089254220353112,
	0.7045347405469712,
	0.7044706789084083,
	0.683319683037107,
	0.6824146170479787,
	0.6738530948522328,
	0.6622715593764502,
	0.6610408089301819,
	0.6579605437527671,
	0.6564714296321199,
	0.6395918356237458,
	0.6374229649314858,
	0.6372726197558468,
	0.6277719637982779,
	0.6264272680885143,
	0.613999612921616,
	0.6096383789610662,
	0.6083296410394078,
	0.6040201482478939,
	0.5973093579082697,
	0.588130561986599,
	0.5869594496633965,
	0.5774026826399122,
	0.5703284714454819,
	0.5641181219599107,
	0.5630372038598092,
	0.5609755211431596,
	0.5600078458549278,
	0.5572156804154341,
	0.5536633965622659,
	0.5530939451405552,
	0.5443279363907751,
	0.5421019399865624,
	0.5415609737664511,
	0.534248463652183,
	0.5253216401574022,
	0.5242396121058913,
	0.523793402986117,
	0.5236110003462493,
	0.5231240566538403,
	0.5219245879633422,
	0.5169055294048686,
	0.5168162991669286,
	0.5139099184571907,
	0.5124435324737704,
	0.5102354678008599,
	0.5061257912186129,
	0.49915092211906353,
	0.4979772177101021,
	0.4952653600417663,
	0.48423874582523957,
	0.4829491905135748,
	0.4786551199302942,
	0.4777450905572097,
	0.47760251050805663,
	0.4734575910396813,
	0.4719502659472922,
	0.46705631327566655,
	0.46130373807805025,
	0.450633748465542,
	0.44940314992608466,
	0.432119987557329,
	0.42747284234801397,
	0.4211396649086566,
	0.41388295755329746,
	0.4100810602967588,
	0.40981075254322347,
	0.4075086004690602,
	0.4053824088531067,
	0.40162910755093273,
	0.40085084398482623,
	0.3922054607835996,
	0.3842022766271793,
	0.3815618701099941,
	0.3771823291267655,
	0.3762220473887044,
	0.3661812212150657,
	0.36455459293895565,
	0.36159860010802175,
	0.3607246401010798,
	0.3497543306874432,
	0.3468429223320632,
	0.3441880523261629,
	0.3376150196456,
	0.3339164632040796,
	0.3329626848495467,
	0.3325324120957697,
	0.33234324354328704,
	0.3238856978000688,
	0.32362338326280393,
	0.3184078356919145,
	0.31527808480142044,
	0.31219948463987124,
	0.30799623744794125,
	0.307302848561775,
	0.3048935420036582,
	0.3024471491444616,
	0.3015521700108051,
	0.3015342170806591,
	0.29991014729038445,
	0.2985991596932451,
	0.2980459508068861,
	0.2930759190065817,
	0.29160223340707625,
	0.28828514868140975,
	0.28799875788960616,
	0.2874898958393474,
	0.2866366940510151,
	0.28288384026999736,
	0.2742020373185818,
	0.2674395716894508,
	0.2646371016657942,
	0.25888272428549797,
	0.2580873159076284,
	0.2551678218867791,
	0.25275816878514884,
	0.2513798594614088,
	0.24961055767583548,
	0.24786860453343001,
	0.24382194952944963,
	0.24362926391465697,
	0.23773058696438512,
	0.23723808547907407,
	0.23606957044081317,
	0.23423946317012923,
	0.22681576889992386,
	0.22202629881015837,
	0.2206804362812909,
	0.21945702930663455,
	0.21695321740825654,
	0.20614152111260525,
	0.20568508288612236,
	0.20176686002894736,
	0.19862168509234157,
	0.19501633701567853,
	0.19286077856927372,
	0.19278185943002968,
	0.18821182290290148,
	0.18019196273783003,
	0.17916438627768247,
	0.1787956250000074,
	0.17713894209241424,
	0.17499186894224625,
	0.1743604708783238,
	0.17288254237136347,
	0.16694470406698794,
	0.16475257417862127,
	0.15836527232042677,
	0.15777038312183797,
	0.15691523092968895,
	0.15016405718348463,
	0.14948237986711777,
	0.1471100117181658,
	0.14509437389455854,
	0.1375097435085783,
	0.137124185701317,
	0.1321853118492307,
	0.13188109383574154,
	0.12180052069060747,
	0.1216249667594196,
	0.12067802874307602,
	0.11896584574816962,
	0.1177026067345768,
	0.11683777621192964,
	0.11292783633470982,
	0.11234592253329588,
	0.11162456020492252,
	0.10576418360846294,
	0.10503539783579442,
	0.10379288467853544,
	0.10273922645338317,
	0.10232510730460183,
	0.1015417464648152,
	0.09826714609774154,
	0.09694369133995116,
	0.09521745021176307,
	0.09502438778012516,
	0.09443170028461001,
	0.09416092269647026,
	0.09309788933517325,
	0.09253855705346498,
	0.09195686789525388,
	0.08481763651399683,
	0.0771016015715472,
	0.07603996238236793,
	0.07248656555033914,
	0.07233487411932668,
	0.07221466938816685,
	0.07189029087158279,
	0.070753163424445,
	0.06897430175225562,
	0.06491177369928013,
	0.06317808754031644,
	0.061794333405817456,
	0.060983711503778265,
	0.06062982868550335,
	0.058181760058336425,
	0.057987796347067064,
	0.05677050066779247,
	0.053527263201513395,
	0.052673520613224695,
	0.05089583596083495,
	0.04408533137229839,
	0.04390811312336474,
	0.04274452201775262,
	0.041578302999927534,
	0.03919639457211553,
	0.032835006412796124,
	0.029820714873190685,
	0.025655215726266507,
	0.02058596524897661,
	0.01879444874919487,
	0.017397718918394492,
	0.016954892225499053,
	0.015139889463718095,
	0.014610821322224486,
	0.013760850453052495,
	0.012377779430764218,
	0.00781514043420351,
	0.006456279238416168,
	0.006032904079797607,
	0.0038476100912122383,
	0.0035954417208312597,
	0.0023331975935526688,
	0.0013866491209921354,
	0.0012990682069770685
	]
	},
	"cv_performance": {
	"prediction": {
	"accuracy": 90.72727272727272,
	"precision": 90.72727272727272,
	"recall": 100.0,
	"f1": 95.13024215109617
	},
	"selection": {
	"precision": 1.5958624440473792,
	"recall": 1.4102564102564101,
	"f1": 1.496453805232028,
	"jaccard": 0.754892313489899
	}
	}
	}