GenoTEX / p3 /regress /Esophageal_Cancer /significant_genes_condition_Hypertension.json
Liu-Hy's picture
Add files using upload-large-folder tool
c9ef4fb verified
{
"significant_genes": {
"Variable": [
"LINC01602",
"TF",
"CEP43",
"C2orf66",
"EMC3-AS1",
"ZFAND2A",
"VAMP2",
"ARHGEF35",
"IDI2-AS1",
"MYO1E",
"SSNA1",
"ANKRD30BP2",
"ZNF530",
"LILRA1",
"LPP-AS2",
"MVB12B",
"CASP8",
"ROBO4",
"MMP24OS",
"LOC100507336",
"ZNF300",
"GNLY",
"LOC101929645",
"CPAP",
"SNORD9",
"AMER1",
"SNORD50B",
"RFLNB",
"ERCC6L",
"GMIP",
"SLC22A13",
"LYRM1",
"NOCT",
"DPM2",
"PTGES3L",
"NXPE3",
"RPS7P5",
"CD200",
"DOCK8-AS1",
"MYRF",
"GALNT5",
"CCNE2",
"CAV3",
"PPM1N",
"MIR181A1HG",
"EAF2",
"ASGR2",
"RNF126",
"SLCO5A1",
"RNF125",
"OSBPL5",
"MACROH2A2",
"ZC3H8",
"IFT25",
"MYH16",
"RHPN1",
"LOC105377035",
"PREX2",
"RNF148",
"NELFB",
"VRK2",
"ECHDC3",
"MAML2",
"CASP5",
"GPAM",
"TAF4B",
"CCDC191",
"GPR12",
"ADAMTSL1",
"FOSL1",
"SMIM17",
"FOXP1-AS1",
"SYCP2",
"SPMIP4",
"DMRT3",
"CRYBA1",
"PPP4R1L",
"SVIL-AS1",
"RABL2A",
"AXDND1",
"PPP1R2B",
"CNOT4",
"LINC00895",
"DUBR",
"TRDC",
"HOXD11",
"NPTX1",
"SNAP29",
"PYCR1",
"LOC439933",
"HACE1",
"BMS1P4",
"LALBA",
"RPL12P11",
"LEPROT",
"NUP50-DT",
"GINS3",
"PCDHB16",
"RRAD",
"CBR3",
"SIAH1",
"SHANK2",
"DONSON",
"APOBEC2",
"TCEA1",
"ATP5PF",
"GSDMC",
"ZNF254",
"SNORD115-6",
"BICC1",
"ZNF226",
"SNORD114-4",
"PRANCR",
"LINC00896",
"LCE2B",
"ZBTB7B",
"PRDM4",
"FZD4",
"FAHD1",
"HSPA4",
"MIR365B",
"KCNH1",
"GPR82",
"ANKRD13C",
"SYNPO2L",
"TM4SF20",
"GCHFR",
"SLED1",
"TYSND1",
"USE1",
"RFWD3",
"PCDHGA12",
"FOXJ2",
"AGAP9",
"CFAP410",
"TMC1",
"RHOXF1",
"NADK2-AS1",
"SIRT2",
"FOXJ3",
"S100A8",
"PRORSD1P",
"MX1",
"SLPI",
"GPR35",
"DPYD",
"TMEM225B",
"SCNN1A",
"OGFOD2",
"CASTOR3P",
"HMGCLL1",
"LOC101927284",
"PKN2",
"DEPDC5",
"LOC101929372",
"ZDHHC11",
"LOC101928012",
"FAM170B-AS1",
"LINC00619",
"UBE2G2",
"PRIMPOL",
"AGAP3",
"PRUNE1",
"UTS2",
"LINC00641",
"ADA",
"TXN2",
"CEBPD",
"ZBTB49",
"ORAI1",
"ZNF250",
"NOP9",
"TMEM72-AS1",
"LOC101928215",
"ERO1B",
"PRR7-AS1",
"LINC01153",
"ERICH4",
"ALOX12-AS1",
"DUSP12",
"MYZAP",
"SHOX2",
"MT1G",
"CEP85",
"DISP2",
"GLOD5",
"MLC1",
"ATXN7L2",
"LINC00529",
"UBXN8",
"OR4K17",
"CYP2G1P",
"ITGAX",
"HOXD9",
"PSPC1",
"FUCA1",
"CCDC91",
"ZKSCAN3",
"MB21D2",
"C1QTNF8",
"MACROD2",
"SMIM43",
"NOL4",
"LAMA4",
"SCLT1",
"BMAL2-AS1",
"MTERF3",
"LOC102723701",
"LINC01614",
"NKAP",
"ATAD1",
"FLJ12825",
"RARB",
"SHOC1",
"ALPK2",
"MPI",
"SMPD1",
"NAV2-AS2",
"ARSJ",
"RRP1B",
"LOC102724593",
"SCRT2",
"TIFA",
"MYO5C",
"ITGB7",
"LOC105370583",
"LINC00862",
"LOC101928911",
"SNRPA1",
"MAP3K7CL",
"UOX",
"CARD18",
"KRT18P55",
"LOC105378067",
"N4BP1",
"SETDB1",
"TRIM24",
"CBLN1",
"CENPBD1P",
"MLXIPL",
"TSSK3",
"SAXO1",
"GRINA",
"KCNG1",
"IGHV1-58",
"GARNL3",
"RAP1GAP2",
"CEP63",
"DSG1",
"RILP",
"PIR",
"LMBR1",
"SNORD114-11",
"SPRYD3",
"GBX1",
"HELZ2",
"CMAHP",
"LOC100422526",
"PCDHB14",
"FAM199X",
"ENOX2",
"SIDT2",
"ANXA9",
"ZBTB39",
"LARP1",
"ANKRD22",
"SLC9A5",
"CD86",
"CIDEB",
"RAB19",
"ATCAY",
"ADD2",
"CD22",
"RHOU",
"NUP62CL",
"CBLN3",
"FAN1",
"CWC25",
"SCN4B",
"ARSK",
"LINC00598",
"SNORD113-2",
"GLIPR1L1"
],
"Coefficient": [
-4.866091940771093,
-4.627066804243652,
4.429124616532246,
3.7991889972212665,
3.792266262084785,
-3.771127610056082,
-3.7300919871184677,
3.5666964636048735,
-3.3493763803328855,
-3.3202432283370356,
-3.2544222913055774,
3.047166199253243,
-2.7684932715090302,
2.748770148980452,
-2.7246873741133926,
-2.717512976765244,
2.5135561383333815,
-2.458704431943951,
-2.4460929873369825,
2.4347902520650586,
2.4208417605378214,
2.416855010840647,
-2.376270097371595,
2.373969218561449,
2.366413686262358,
-2.257931364785644,
2.2478336892409954,
2.2300510097596375,
-2.2033192231716487,
2.0802925437062068,
-2.057409704432727,
2.0350441396657852,
-2.0203536231828747,
-2.019854462355425,
-2.0131105419747164,
-1.9582483938096233,
1.9509396756187531,
1.950516694096904,
-1.8732561884888443,
-1.8672612113582159,
-1.859396550093068,
1.8347995111213933,
-1.7810157979043622,
-1.7639349858089914,
-1.7434595238865909,
-1.741342884744041,
-1.7282651409706433,
1.7119886403336617,
1.7027762190462545,
-1.6901317549403778,
1.6851440672673197,
1.6787007110009609,
-1.6359662818423122,
-1.6291397721387189,
-1.5912325004963437,
1.5541604583030348,
1.533725964521883,
1.5241794379438316,
-1.523720685359333,
-1.5199831720082555,
-1.5190476242243978,
-1.5175621538860293,
-1.5032238309694108,
-1.4869607299661236,
-1.4783260379616314,
1.464515592938512,
-1.4591790911376605,
-1.4549697641141732,
-1.451112259279787,
-1.4253370367389648,
-1.3955413917851833,
1.3811722300195826,
-1.3575802149186293,
-1.3510948976829362,
1.3366310898024851,
-1.3348222055866805,
1.3114685325616093,
1.3031036450179885,
1.2812391557161504,
-1.2605758644849108,
-1.2359229421332676,
1.2288241330184866,
-1.2277030375361824,
1.2157878653257563,
1.2043101512442418,
-1.1987801616704856,
-1.194064856884974,
-1.1894020725593941,
1.1846473516737455,
-1.1512190257185768,
-1.1511671256540963,
-1.1085108956092558,
-1.1010468102789595,
-1.0781691390126746,
1.071587885906902,
-1.0715067789940378,
-1.071462168069108,
1.0687145188503548,
-1.0604883180348457,
1.0355466457000082,
1.0325441179186416,
-1.0263193489937437,
1.021913403257763,
-1.0191628488301707,
1.018161548362371,
0.9966397448668259,
-0.9809724097475975,
-0.9757826503128868,
0.9740640378298668,
0.9719412628272694,
-0.9583950469734875,
-0.9330356846339148,
0.9271096227974395,
0.9235666266002653,
0.9205667501285011,
0.9061198899145412,
-0.8940905977836208,
0.8823025691439436,
0.8734417943233895,
0.8648853845038726,
-0.8602640847841617,
0.8511116780131682,
-0.8497572999645904,
-0.8480207251386912,
0.8479329439982971,
0.8452045767407814,
-0.84012326556267,
-0.8392167925669881,
-0.7968074419968376,
-0.7844982856255592,
0.7801382705677122,
-0.7609030507849895,
-0.7509803070226166,
0.7466831669307691,
0.7358711569588461,
-0.7290682117035887,
-0.7286648907802435,
-0.7164932338130745,
0.708743084446538,
-0.6976932342178082,
0.6963770549146288,
0.6862003340730831,
0.6755977022660485,
-0.6643573489157772,
0.6618139419850232,
0.6610411205405305,
-0.6396016324092798,
-0.6368838066333614,
-0.63211501181714,
0.6294929556258032,
0.6206949604620786,
-0.5953122125097358,
-0.5933091811589105,
0.5859351355322846,
-0.58563756372344,
0.5713360645387028,
-0.5690362454101697,
-0.5638232160646471,
0.557114434817188,
0.5536688460700597,
-0.5525278502159552,
-0.5482407529245477,
0.5364264812164531,
-0.5356957024161254,
0.5299800694780963,
0.5284549423584347,
-0.5277746844668291,
0.5205473475711627,
-0.5127499623279951,
-0.5061969544231549,
-0.4994683060036876,
0.49689924648167005,
0.4909536169326682,
0.48464193528234595,
-0.47944109767804904,
0.47151897801268766,
-0.46419235122602903,
-0.4557817676011796,
0.4556810029639201,
-0.452995589630206,
-0.43550076617263034,
0.4354022111431127,
0.4163076256090547,
-0.4131157962314044,
0.411360577693304,
-0.40939976686165747,
0.40327893239602985,
0.40284825016402304,
-0.4020313819185,
-0.39783031190006657,
0.3840625133548165,
0.3815859563857459,
-0.35529971067974103,
-0.35152697765840146,
0.34828514434590635,
-0.33211919888208247,
-0.32754009693171476,
0.32184257087742874,
0.32053693747645107,
-0.319742139858414,
-0.3137394099325771,
-0.30715344651664034,
0.3010140813517579,
-0.2976679215409731,
0.29377721252490446,
-0.28298387691186083,
0.2754604744384426,
0.2738431610389678,
0.26199103273219804,
-0.24651616551285768,
-0.2451947786777044,
0.23706460453933278,
0.23422434579844464,
-0.23091485660663116,
0.230186369200684,
-0.22885829566221993,
0.22160964261507313,
0.2153307541952712,
0.21307401638732465,
0.21108858542259173,
0.1948713526332024,
-0.18965632120036727,
-0.18664962187241324,
-0.18527479665896954,
-0.18440794735493798,
0.18360168939289756,
-0.178260907342224,
0.17812231552012514,
-0.1735082362722575,
0.16702176358740714,
-0.16259396230864276,
-0.16196631722300386,
-0.1592217054124121,
-0.1580137354515954,
0.15331332629944536,
0.15300891576540368,
0.15181538202938968,
0.15056561322495524,
0.14622373174606723,
0.14349440215024983,
0.1414413234707917,
0.14050089809054636,
0.14016504300693372,
0.13474963436945517,
-0.13177246533965545,
-0.12164877504158417,
-0.11919276430159129,
0.11861760876566109,
-0.11150568711781868,
-0.10371417288428188,
-0.10234753976130766,
0.1022206242722742,
0.09963601906897511,
-0.09697887334325853,
-0.09462608706348391,
0.09273280382197757,
0.08744064961005302,
0.08464521177282713,
0.08399205003549057,
-0.0825747670130296,
0.07688566814355852,
0.07475749431596246,
0.07440203476603861,
-0.07170812183644226,
0.06936588878707958,
-0.060847094256159875,
0.0589035891533518,
0.05011742183687841,
0.04839090356911845,
0.04615883380155776,
-0.042028311534949285,
0.04057022704385515,
-0.037784634361162174,
-0.033842387493487,
-0.027235785652516217,
0.022659255868887406,
-0.01594483969438184,
0.01504398825911705,
-0.015029234111890928,
0.013865648050641676,
0.007464695605458822,
-0.0016254458101505117,
-0.0008609174013324301
],
"Absolute Coefficient": [
4.866091940771093,
4.627066804243652,
4.429124616532246,
3.7991889972212665,
3.792266262084785,
3.771127610056082,
3.7300919871184677,
3.5666964636048735,
3.3493763803328855,
3.3202432283370356,
3.2544222913055774,
3.047166199253243,
2.7684932715090302,
2.748770148980452,
2.7246873741133926,
2.717512976765244,
2.5135561383333815,
2.458704431943951,
2.4460929873369825,
2.4347902520650586,
2.4208417605378214,
2.416855010840647,
2.376270097371595,
2.373969218561449,
2.366413686262358,
2.257931364785644,
2.2478336892409954,
2.2300510097596375,
2.2033192231716487,
2.0802925437062068,
2.057409704432727,
2.0350441396657852,
2.0203536231828747,
2.019854462355425,
2.0131105419747164,
1.9582483938096233,
1.9509396756187531,
1.950516694096904,
1.8732561884888443,
1.8672612113582159,
1.859396550093068,
1.8347995111213933,
1.7810157979043622,
1.7639349858089914,
1.7434595238865909,
1.741342884744041,
1.7282651409706433,
1.7119886403336617,
1.7027762190462545,
1.6901317549403778,
1.6851440672673197,
1.6787007110009609,
1.6359662818423122,
1.6291397721387189,
1.5912325004963437,
1.5541604583030348,
1.533725964521883,
1.5241794379438316,
1.523720685359333,
1.5199831720082555,
1.5190476242243978,
1.5175621538860293,
1.5032238309694108,
1.4869607299661236,
1.4783260379616314,
1.464515592938512,
1.4591790911376605,
1.4549697641141732,
1.451112259279787,
1.4253370367389648,
1.3955413917851833,
1.3811722300195826,
1.3575802149186293,
1.3510948976829362,
1.3366310898024851,
1.3348222055866805,
1.3114685325616093,
1.3031036450179885,
1.2812391557161504,
1.2605758644849108,
1.2359229421332676,
1.2288241330184866,
1.2277030375361824,
1.2157878653257563,
1.2043101512442418,
1.1987801616704856,
1.194064856884974,
1.1894020725593941,
1.1846473516737455,
1.1512190257185768,
1.1511671256540963,
1.1085108956092558,
1.1010468102789595,
1.0781691390126746,
1.071587885906902,
1.0715067789940378,
1.071462168069108,
1.0687145188503548,
1.0604883180348457,
1.0355466457000082,
1.0325441179186416,
1.0263193489937437,
1.021913403257763,
1.0191628488301707,
1.018161548362371,
0.9966397448668259,
0.9809724097475975,
0.9757826503128868,
0.9740640378298668,
0.9719412628272694,
0.9583950469734875,
0.9330356846339148,
0.9271096227974395,
0.9235666266002653,
0.9205667501285011,
0.9061198899145412,
0.8940905977836208,
0.8823025691439436,
0.8734417943233895,
0.8648853845038726,
0.8602640847841617,
0.8511116780131682,
0.8497572999645904,
0.8480207251386912,
0.8479329439982971,
0.8452045767407814,
0.84012326556267,
0.8392167925669881,
0.7968074419968376,
0.7844982856255592,
0.7801382705677122,
0.7609030507849895,
0.7509803070226166,
0.7466831669307691,
0.7358711569588461,
0.7290682117035887,
0.7286648907802435,
0.7164932338130745,
0.708743084446538,
0.6976932342178082,
0.6963770549146288,
0.6862003340730831,
0.6755977022660485,
0.6643573489157772,
0.6618139419850232,
0.6610411205405305,
0.6396016324092798,
0.6368838066333614,
0.63211501181714,
0.6294929556258032,
0.6206949604620786,
0.5953122125097358,
0.5933091811589105,
0.5859351355322846,
0.58563756372344,
0.5713360645387028,
0.5690362454101697,
0.5638232160646471,
0.557114434817188,
0.5536688460700597,
0.5525278502159552,
0.5482407529245477,
0.5364264812164531,
0.5356957024161254,
0.5299800694780963,
0.5284549423584347,
0.5277746844668291,
0.5205473475711627,
0.5127499623279951,
0.5061969544231549,
0.4994683060036876,
0.49689924648167005,
0.4909536169326682,
0.48464193528234595,
0.47944109767804904,
0.47151897801268766,
0.46419235122602903,
0.4557817676011796,
0.4556810029639201,
0.452995589630206,
0.43550076617263034,
0.4354022111431127,
0.4163076256090547,
0.4131157962314044,
0.411360577693304,
0.40939976686165747,
0.40327893239602985,
0.40284825016402304,
0.4020313819185,
0.39783031190006657,
0.3840625133548165,
0.3815859563857459,
0.35529971067974103,
0.35152697765840146,
0.34828514434590635,
0.33211919888208247,
0.32754009693171476,
0.32184257087742874,
0.32053693747645107,
0.319742139858414,
0.3137394099325771,
0.30715344651664034,
0.3010140813517579,
0.2976679215409731,
0.29377721252490446,
0.28298387691186083,
0.2754604744384426,
0.2738431610389678,
0.26199103273219804,
0.24651616551285768,
0.2451947786777044,
0.23706460453933278,
0.23422434579844464,
0.23091485660663116,
0.230186369200684,
0.22885829566221993,
0.22160964261507313,
0.2153307541952712,
0.21307401638732465,
0.21108858542259173,
0.1948713526332024,
0.18965632120036727,
0.18664962187241324,
0.18527479665896954,
0.18440794735493798,
0.18360168939289756,
0.178260907342224,
0.17812231552012514,
0.1735082362722575,
0.16702176358740714,
0.16259396230864276,
0.16196631722300386,
0.1592217054124121,
0.1580137354515954,
0.15331332629944536,
0.15300891576540368,
0.15181538202938968,
0.15056561322495524,
0.14622373174606723,
0.14349440215024983,
0.1414413234707917,
0.14050089809054636,
0.14016504300693372,
0.13474963436945517,
0.13177246533965545,
0.12164877504158417,
0.11919276430159129,
0.11861760876566109,
0.11150568711781868,
0.10371417288428188,
0.10234753976130766,
0.1022206242722742,
0.09963601906897511,
0.09697887334325853,
0.09462608706348391,
0.09273280382197757,
0.08744064961005302,
0.08464521177282713,
0.08399205003549057,
0.0825747670130296,
0.07688566814355852,
0.07475749431596246,
0.07440203476603861,
0.07170812183644226,
0.06936588878707958,
0.060847094256159875,
0.0589035891533518,
0.05011742183687841,
0.04839090356911845,
0.04615883380155776,
0.042028311534949285,
0.04057022704385515,
0.037784634361162174,
0.033842387493487,
0.027235785652516217,
0.022659255868887406,
0.01594483969438184,
0.01504398825911705,
0.015029234111890928,
0.013865648050641676,
0.007464695605458822,
0.0016254458101505117,
0.0008609174013324301
]
},
"cv_performance": {
"prediction": {
"accuracy": 53.61111111111111,
"precision": 21.869553764290607,
"recall": 56.142857142857146,
"f1": 30.775185080369305
},
"selection": {
"precision": 1.0190522933575088,
"recall": 0.8178438661710038,
"f1": 0.9073121273395699,
"jaccard": 0.456666400057321
}
}
}