| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AAAS", | |
| "ACPT", | |
| "AARS", | |
| "ADAMTS1", | |
| "ACOX3", | |
| "ABCB10", | |
| "ALDH7A1", | |
| "ABI3", | |
| "ALG12", | |
| "ACP5", | |
| "AGK", | |
| "AGMAT", | |
| "ACADM", | |
| "ADIPOR1", | |
| "ALDOB", | |
| "A2LD1", | |
| "ACY1", | |
| "AAGAB", | |
| "ATPIF1", | |
| "AGPAT6", | |
| "ADPRH", | |
| "ACLY", | |
| "ABHD4", | |
| "BUD31", | |
| "ACAD9", | |
| "AADACL1", | |
| "ADAMTSL4", | |
| "ARF1", | |
| "ABR", | |
| "ABCC1", | |
| "AKAP1", | |
| "ABCC5", | |
| "ACOT4", | |
| "AIFM1", | |
| "ANKDD1A", | |
| "ACTN4", | |
| "ALG9", | |
| "ALDH18A1", | |
| "ATPAF2", | |
| "CEACAM3", | |
| "ACRBP", | |
| "ARRDC4", | |
| "AGA", | |
| "ATP13A1", | |
| "AIG1", | |
| "ACVRL1", | |
| "ACOT2", | |
| "APEH", | |
| "ACSL3", | |
| "ANGPTL4", | |
| "BRD8", | |
| "ABHD11", | |
| "BAMBI", | |
| "ADORA3", | |
| "AFF1", | |
| "C1orf86", | |
| "AFF3", | |
| "ALKBH8", | |
| "C12orf48", | |
| "AARSD1", | |
| "B2M", | |
| "ANKRD10", | |
| "ABAT", | |
| "GTF2H1", | |
| "ABHD3", | |
| "ADRA2A", | |
| "ACYP1", | |
| "CNNM2", | |
| "D4S234E", | |
| "C19orf30", | |
| "ABCA7", | |
| "ANKRD49", | |
| "ACAA1", | |
| "ABCC3", | |
| "SLC5A12", | |
| "C19orf12", | |
| "ASB3", | |
| "ARHGEF10", | |
| "AAK1", | |
| "ADCK1", | |
| "ARHGEF19", | |
| "C14orf169", | |
| "AGBL5", | |
| "B3GALT2", | |
| "BRP44L", | |
| "CYP4F22", | |
| "ANKS3", | |
| "AHSA2", | |
| "ARHGEF3", | |
| "C9orf25", | |
| "ABI1", | |
| "ARGLU1", | |
| "ARHGAP22", | |
| "AGPAT2", | |
| "FAAH2", | |
| "ANKRD13C", | |
| "ANAPC11", | |
| "ADRB2", | |
| "IRAK1", | |
| "ARF3", | |
| "ADPRHL2", | |
| "ABCB7", | |
| "AGPAT1", | |
| "AEBP2", | |
| "FBXO42", | |
| "ABI2", | |
| "TNFRSF19", | |
| "C21orf122", | |
| "API5", | |
| "BCOR", | |
| "C11orf24", | |
| "ACSBG1", | |
| "ANKRD40", | |
| "B3GNTL1", | |
| "AMN1", | |
| "ACBD3", | |
| "PAN3", | |
| "ASAP1", | |
| "TBRG1", | |
| "EHBP1", | |
| "BBS9", | |
| "CD1A", | |
| "CNN2", | |
| "C18orf8", | |
| "HDHD2", | |
| "AASDH", | |
| "ACBD4", | |
| "C18orf54", | |
| "ARHGAP27", | |
| "C20orf103", | |
| "ATP11C", | |
| "ADSS", | |
| "FAM21B", | |
| "HINFP", | |
| "RSC1A1", | |
| "C10orf105", | |
| "ACTR6", | |
| "APOM", | |
| "ATP6V0A2", | |
| "CYP2S1", | |
| "C12orf52", | |
| "AIP", | |
| "ATP6AP1L", | |
| "ATXN3", | |
| "AIM2", | |
| "C1orf177", | |
| "BCL2L11", | |
| "DPP8", | |
| "CAND2", | |
| "AHCYL1", | |
| "ADSL", | |
| "ACAD8", | |
| "ABCF1", | |
| "C20orf134", | |
| "AFMID", | |
| "CDKN2D", | |
| "CDC42BPB", | |
| "ADAM8", | |
| "CASP10", | |
| "ALG10B", | |
| "C14orf43", | |
| "CDH26", | |
| "CKAP2", | |
| "ARCN1", | |
| "C3orf39", | |
| "NME4", | |
| "ANKRD32", | |
| "CHPF", | |
| "C1orf38", | |
| "FAM24B", | |
| "ADRM1", | |
| "C11orf57", | |
| "AIF1L", | |
| "ATP6V1D", | |
| "ARHGDIB", | |
| "CHRNB1", | |
| "ATPGD1", | |
| "ACOT9", | |
| "CEACAM4", | |
| "ALG1", | |
| "ASB8", | |
| "ALG3", | |
| "KCNK4", | |
| "C14orf145", | |
| "C12orf66", | |
| "ADO", | |
| "BTN3A3", | |
| "DCXR", | |
| "ACSL1", | |
| "C16orf75", | |
| "C14orf28", | |
| "DCP1B", | |
| "C19orf47", | |
| "ACP2", | |
| "COQ7", | |
| "TNFRSF10C", | |
| "BLVRB", | |
| "TFG", | |
| "CDC42SE1", | |
| "NIT2", | |
| "ATXN10", | |
| "ATG2A", | |
| "FCRL6", | |
| "ASH2L", | |
| "C3orf58", | |
| "CABIN1", | |
| "ANKHD1", | |
| "CDC2L1", | |
| "E2F3", | |
| "RAD21", | |
| "ABHD14B", | |
| "ANK3", | |
| "HIST2H2AA3", | |
| "DEPDC6", | |
| "DOK1", | |
| "FLJ41484", | |
| "ATG4C", | |
| "SNORA62", | |
| "C11orf83", | |
| "ATP6V1F", | |
| "ASGR2", | |
| "AMY2B", | |
| "FAM30A", | |
| "CNIH4", | |
| "CXCR1", | |
| "AP3B1", | |
| "ACTR3B", | |
| "CAMTA1", | |
| "AARS2", | |
| "C4orf33", | |
| "TP53", | |
| "C3orf19", | |
| "AMAC1L3", | |
| "AMY2A", | |
| "C9orf7", | |
| "BTBD7", | |
| "ALOX15B", | |
| "DAAM1", | |
| "C19orf63", | |
| "IPO8", | |
| "C15orf17", | |
| "SDCCAG8", | |
| "ABHD7", | |
| "AMBRA1", | |
| "C1orf156", | |
| "ADARB1", | |
| "CKS2", | |
| "ATP5H", | |
| "ACTR3", | |
| "CCDC6", | |
| "CTU2", | |
| "C3orf21", | |
| "ADA", | |
| "KRT73", | |
| "BYSL", | |
| "CWC15", | |
| "C19orf44", | |
| "ANK1", | |
| "FAM76B", | |
| "C3orf17", | |
| "BCL7C", | |
| "GRM2", | |
| "ARRDC1", | |
| "APOBEC3H", | |
| "C2orf37", | |
| "LARGE", | |
| "CADM1", | |
| "CCT4", | |
| "PHF12", | |
| "C16orf86", | |
| "ACADVL", | |
| "NEDD4L", | |
| "CAPN1", | |
| "ANKRD52", | |
| "ATP8B4", | |
| "ADPGK", | |
| "FLJ10916", | |
| "C5orf30", | |
| "C15orf26", | |
| "AKR1C3", | |
| "ALG11", | |
| "EXTL2", | |
| "AURKAIP1", | |
| "ANXA2P2", | |
| "C9orf156", | |
| "ATP6V1E2", | |
| "ARL2BP", | |
| "ARL2", | |
| "IGF2BP1", | |
| "ARMCX2", | |
| "ANKRD46", | |
| "ASB6", | |
| "CRYL1", | |
| "FLJ45513", | |
| "PTCD1", | |
| "GBP3", | |
| "ARHGEF11", | |
| "PLA2G12A", | |
| "APOBEC3F", | |
| "ATG2B", | |
| "ARHGAP21", | |
| "RWDD2B", | |
| "IKZF2", | |
| "LYRM4", | |
| "ADNP", | |
| "AKR1A1", | |
| "LAMB2L", | |
| "ASPSCR1", | |
| "CACNA1H", | |
| "C9orf40", | |
| "FBXL8", | |
| "C12orf41", | |
| "C2orf64", | |
| "RTKN2", | |
| "BRD7", | |
| "FLVCR1", | |
| "SUV39H2", | |
| "ABLIM3", | |
| "OSBPL2", | |
| "ARSG", | |
| "ARMCX4", | |
| "GRB10", | |
| "NKRF", | |
| "CD244", | |
| "BMPR2", | |
| "ATG12", | |
| "ELOF1", | |
| "DNA2", | |
| "ARPC5", | |
| "ARL8B", | |
| "ZP3", | |
| "ABCF3", | |
| "HIST1H3E", | |
| "ANTXR2", | |
| "PARP16", | |
| "ACTR8", | |
| "FAM21D", | |
| "C12orf23", | |
| "ACO1", | |
| "BEST1", | |
| "AVEN", | |
| "C14orf45", | |
| "CISD2", | |
| "C19orf25", | |
| "POLR3K", | |
| "AP1G2", | |
| "ATPBD3", | |
| "ACSL4", | |
| "ST3GAL2", | |
| "NFXL1", | |
| "ATP5I", | |
| "C1orf97", | |
| "VKORC1", | |
| "TMSB10", | |
| "EGOT", | |
| "TUBG1", | |
| "ARPC2", | |
| "FLJ35776", | |
| "CENPK", | |
| "ZNF34", | |
| "PRR4", | |
| "APOA1BP", | |
| "CLEC2D", | |
| "DENND4C", | |
| "C19orf2", | |
| "CPEB4", | |
| "FAM82A2", | |
| "C17orf65", | |
| "CPSF3L", | |
| "AKNA", | |
| "CCPG1", | |
| "DPM3", | |
| "ARPC1A", | |
| "AP2A1", | |
| "ANKMY1", | |
| "PSMB3", | |
| "GBP5", | |
| "RALBP1", | |
| "C11orf82", | |
| "ACACB", | |
| "AMDHD1", | |
| "C22orf28", | |
| "BAGE5", | |
| "NOTCH4", | |
| "C1orf216", | |
| "HLA-DPB1", | |
| "AKR1B1", | |
| "BSCL2", | |
| "C11orf71", | |
| "DGKQ", | |
| "CCDC43", | |
| "MLF1IP", | |
| "C11orf54", | |
| "C9orf90", | |
| "DYM", | |
| "TTF2", | |
| "HRASLS3", | |
| "PTS", | |
| "ODF2L", | |
| "ADCY9", | |
| "KLHL35", | |
| "LRRC23", | |
| "EHMT2", | |
| "ARHGAP15", | |
| "ARL16", | |
| "ENDOG", | |
| "GORASP2", | |
| "WDR55", | |
| "C5orf35", | |
| "GPM6A", | |
| "AVPR2", | |
| "APRT", | |
| "ATP5G3", | |
| "IL32", | |
| "ARL1", | |
| "C22orf32", | |
| "ZNF713", | |
| "AGPAT9", | |
| "C14orf101", | |
| "CCDC69", | |
| "ATPAF1", | |
| "C14orf102", | |
| "NUP85", | |
| "CD248", | |
| "ACOX2", | |
| "AKAP8", | |
| "FLJ90086", | |
| "C1orf128", | |
| "DNAJB4", | |
| "ELL3", | |
| "SLC2A8", | |
| "CHST2", | |
| "BRPF1", | |
| "CAPN5", | |
| "ACIN1", | |
| "ARL17B", | |
| "PSAT1", | |
| "CENPB", | |
| "CSNK1G1", | |
| "ATP2B4", | |
| "GNB1", | |
| "VASH1", | |
| "CLCN7", | |
| "SUPV3L1", | |
| "BTN2A2", | |
| "FXYD5", | |
| "C14orf4", | |
| "SPATA20", | |
| "BCL11B", | |
| "ABLIM1", | |
| "HPS5", | |
| "RPLP2", | |
| "LDHC", | |
| "C19orf39", | |
| "C7orf41", | |
| "BAT4", | |
| "BTN3A2", | |
| "CCRK", | |
| "C1orf131", | |
| "ALB", | |
| "PHGDH", | |
| "LILRA3", | |
| "EXOSC1", | |
| "FLJ38969", | |
| "STAG3L4", | |
| "PPP1R15B", | |
| "RUNX2", | |
| "B9D2", | |
| "C10orf35", | |
| "C1orf174", | |
| "ZNF432", | |
| "IMPA1", | |
| "ACER2", | |
| "ASB7", | |
| "ASCC1", | |
| "PHF13", | |
| "FOS", | |
| "CLECL1", | |
| "MRPL43", | |
| "FLJ44054", | |
| "C15orf41", | |
| "ARL6IP1", | |
| "BPI", | |
| "OLIG1", | |
| "IMPDH2", | |
| "RELT", | |
| "MGC27345", | |
| "ZNRF2", | |
| "POLR2E", | |
| "BTG3", | |
| "ACN9", | |
| "FBXO45", | |
| "HCN4", | |
| "C5orf21", | |
| "RNU4ATAC" | |
| ], | |
| "Coefficient": [ | |
| -2.52755562507577, | |
| 2.2154041196571295, | |
| -2.200166819310146, | |
| -1.9620929616301324, | |
| -1.820218654618458, | |
| -1.7428454712368486, | |
| 1.666424724743886, | |
| 1.6478580466383488, | |
| 1.5207094294072365, | |
| -1.463765032264256, | |
| -1.3485593417196255, | |
| -1.327266659838809, | |
| -1.2550964827746485, | |
| -1.2087445894428874, | |
| 1.1152148239410147, | |
| 1.0922177203580368, | |
| 1.042230473579365, | |
| 0.9875200343455511, | |
| 0.9199645654469844, | |
| -0.8802108617949922, | |
| -0.7758873862375235, | |
| -0.7651367729231803, | |
| -0.7649280064041254, | |
| 0.7619982636835146, | |
| 0.728247216405397, | |
| 0.7253159171672905, | |
| 0.7229138812977256, | |
| -0.6912899489395729, | |
| -0.6849976732691861, | |
| -0.6839564847141205, | |
| -0.6833475468081959, | |
| -0.6733916965377185, | |
| 0.6623220538227662, | |
| -0.6548098336850311, | |
| 0.6546117967150598, | |
| 0.6462103222680626, | |
| -0.6392109114059655, | |
| -0.5930807651823752, | |
| 0.5849146876210588, | |
| -0.5764548103074998, | |
| 0.5398930886395127, | |
| -0.5354817073272634, | |
| 0.5341022591299015, | |
| 0.5321078708465953, | |
| -0.5234313900161202, | |
| 0.5225430645711409, | |
| 0.5215566312922606, | |
| 0.5199217159941537, | |
| -0.5190577947787404, | |
| -0.4968714059342066, | |
| 0.49525240063908416, | |
| 0.4933531949476684, | |
| 0.48850405635522987, | |
| 0.47995718476203664, | |
| -0.4732146490336306, | |
| -0.4685901363510833, | |
| 0.46744652503093415, | |
| -0.4601463435876936, | |
| 0.4564878041208932, | |
| -0.45493176246827244, | |
| 0.4492610046752244, | |
| -0.44872000448249627, | |
| 0.4463373412038436, | |
| -0.4411547017157604, | |
| 0.4249635014285302, | |
| 0.40949313966315976, | |
| 0.4082892419560714, | |
| -0.40754471926364366, | |
| -0.40652510737340497, | |
| 0.3971980842798495, | |
| -0.39491007575931897, | |
| 0.39263960985604746, | |
| -0.3917178637367865, | |
| -0.3834032127181753, | |
| -0.3746487637535412, | |
| 0.3719589738455187, | |
| -0.37135658810157074, | |
| 0.3610401179523981, | |
| 0.3574060116968934, | |
| 0.351494643649311, | |
| -0.34933077637212434, | |
| 0.3405639814540318, | |
| -0.33694126906275335, | |
| -0.3317270658992877, | |
| 0.32610111645290685, | |
| 0.32057460228133045, | |
| -0.320317379272695, | |
| -0.3157590587879166, | |
| 0.3120755581185047, | |
| 0.30939498080152916, | |
| -0.3077257538332067, | |
| -0.30640639677094617, | |
| -0.30531424576697425, | |
| 0.3028698937414441, | |
| 0.3010141937847782, | |
| -0.30096329412544043, | |
| 0.29638502350232926, | |
| 0.2953078131307612, | |
| -0.29482362370759857, | |
| -0.2942398669541399, | |
| -0.2868847552988722, | |
| 0.2832760652302049, | |
| -0.2824416445857883, | |
| 0.2818206319925482, | |
| -0.2754724859311526, | |
| -0.27024542395339113, | |
| 0.26654713907297467, | |
| 0.2655246669657766, | |
| 0.2618970872407312, | |
| 0.2540059545418753, | |
| 0.2532455374481104, | |
| -0.24539429756505768, | |
| -0.24470789360465217, | |
| -0.24359979381609198, | |
| -0.24233490790742204, | |
| -0.2413126698345799, | |
| -0.24006670023674764, | |
| -0.23073527242120886, | |
| 0.22472421254819172, | |
| 0.22414209176442884, | |
| 0.22373268390166015, | |
| 0.221735964288887, | |
| 0.22106628664076156, | |
| 0.21719848325375582, | |
| -0.2168149931182404, | |
| 0.21572105702997146, | |
| -0.21562640764411606, | |
| 0.21534152452548697, | |
| -0.2125983869496759, | |
| 0.21195775792011787, | |
| -0.20945236912313844, | |
| -0.20919140946075157, | |
| 0.20770368092932215, | |
| -0.20423324137986462, | |
| -0.2042219456336383, | |
| -0.20248027028166507, | |
| 0.202186444015204, | |
| -0.20135521924988034, | |
| -0.20077467734993565, | |
| -0.19837990171948885, | |
| 0.19635804136748208, | |
| 0.19558967969732804, | |
| -0.19555498447095734, | |
| -0.19199800461592945, | |
| -0.18992325859297515, | |
| 0.18991148473256542, | |
| -0.18694901269002065, | |
| 0.18491918916234026, | |
| -0.18478614039477537, | |
| 0.18461650824405615, | |
| 0.17802973165418556, | |
| -0.17788080093467146, | |
| -0.1765303843539843, | |
| -0.1764269479812337, | |
| 0.17512357750224905, | |
| -0.1737761832161532, | |
| 0.17353485683501313, | |
| 0.17144886029443568, | |
| 0.1709811578955792, | |
| 0.1680269368827672, | |
| -0.1600466235843036, | |
| 0.15911284564873732, | |
| -0.15835056955982219, | |
| -0.15622254193061177, | |
| 0.15595938566987677, | |
| -0.15588376504253632, | |
| 0.15386502840164218, | |
| -0.15177490954574252, | |
| 0.1505804547806568, | |
| -0.1502371933263105, | |
| 0.14909911267323847, | |
| -0.14834399058511366, | |
| 0.14699310165022267, | |
| 0.1463416755283, | |
| 0.14474211931085826, | |
| -0.14429336220353753, | |
| 0.14395508393752907, | |
| -0.14275420896928165, | |
| -0.1412410511532809, | |
| 0.14081597479144561, | |
| -0.1386829247556852, | |
| 0.1308597179033015, | |
| -0.12870621770618917, | |
| -0.12633351996388384, | |
| 0.12507787745808555, | |
| -0.12485781181801973, | |
| 0.12435616845391509, | |
| 0.12358146215289882, | |
| -0.12299018068997628, | |
| 0.12102249985677692, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.2154041196571295, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 2.9092855679388867, | |
| "r_squared": -1.909285567938887 | |
| }, | |
| "selection": { | |
| "precision": 0.4354809257935027, | |
| "recall": 12.0, | |
| "f1": 0.8403772829230395, | |
| "jaccard": 0.4222461049513894 | |
| } | |
| } | |
| } |