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a/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Hypertension.json b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..41e00328873a80cf9889b5cef8c7b47eb53cb6b3 --- /dev/null +++ b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Hypertension.json @@ -0,0 +1,63 @@ +{ + "significant_genes": { + "Variable": [ + "RASD1", + "MIR1255B1", + "TTTY8B", + "LRRC75B", + "GABRA3", + "ZNF141", + "SERTAD4", + "GLYATL1", + "SNX18", + "ANXA13", + "DNASE1L3", + "CEP170", + "HCG4B" + ], + "Coefficient": [ + -0.047405420507412144, + -0.03300674785005851, + 0.02867637517952205, + -0.021159800003319254, + -0.0206349580423123, + 0.01905117719406361, + -0.012694461610853783, + -0.006287399227089318, + -0.005271353339443339, + -0.004356696698849323, + -0.00402585784435172, + -0.003986417625277738, + -0.0018605642633472974 + ], + "Absolute Coefficient": [ + 0.047405420507412144, + 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a/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Migraine.json b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Migraine.json new file mode 100644 index 0000000000000000000000000000000000000000..965f360878f14bf4218d42e3d8c09b55e7737a7c --- /dev/null +++ b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Migraine.json @@ -0,0 +1,204 @@ +{ + "significant_genes": { + "Variable": [ + "RASD1", + "TTTY8B", + "OR1L4", + "DNASE1L3", + "GALR2", + "MIR1255B1", + "GRIA4", + "KCNU1", + "EFCC1", + "TCF7L1", + "SERTAD4", + "CCDC81", + "ANXA13", + "CHRM5", + "HOMER1", + "SLC1A6", + "MIRLET7C", + "SERINC2", + "MIR154", + "ZNF141", + "NOVA1", + "OR2B11", + "GJC3", + "GABRA3", + "LRRC75B", + "TEX35", + "ZNF812P", + "DEFB103B", + "NR6A1", + "LINC01554", + "DUX1", + "FGF7P6", + "CXCL2", + "TAF13", + "ARMS2", + "DNAH3", + "MIR1302-5", + "CYB5R2", + "FEZF2", + "ZSCAN23", + "SNORD76", + "CH25H", + "GJA3", + "MIR33A", + "LINC00304", + "ZNF285BP", + "PCK1", + 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b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Substance_Use_Disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..55e802145313efb22002a7f2ae5af679e69c4470 --- /dev/null +++ b/p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Substance_Use_Disorder.json @@ -0,0 +1,63 @@ +{ + "significant_genes": { + "Variable": [ + "RASD1", + "MIR1255B1", + "TTTY8B", + "LRRC75B", + "ZNF141", + "GABRA3", + "SNX18", + "SERTAD4", + "GLYATL1", + "CEP170", + "DNASE1L3", + "ANXA13", + "HCG4B" + ], + "Coefficient": [ + -0.043932197021162356, + -0.029598184108883194, + 0.027625352222313226, + -0.023312269367899572, + 0.019899898810919026, + -0.018896252873438473, + -0.010286252569093986, + -0.00948935899278778, + -0.00723230903728067, + -0.006174270800976582, + -0.006161343141934171, + -0.004624319462195122, + -0.0018457817605850857 + ], + "Absolute Coefficient": [ + 0.043932197021162356, + 0.029598184108883194, + 0.027625352222313226, + 0.023312269367899572, + 0.019899898810919026, + 0.018896252873438473, + 0.010286252569093986, + 0.00948935899278778, + 0.00723230903728067, + 0.006174270800976582, + 0.006161343141934171, + 0.004624319462195122, + 0.0018457817605850857 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 86.66666666666666, + "recall": 100.0, + "f1": 92.64705882352942 + }, + "selection": { + "precision": 2.287581699346405, + "recall": 0.7692307692307693, + "f1": 1.1511387163561078, + "jaccard": 0.5839727195225917 + } + } +} \ No newline at end of file diff --git a/p3/regress/Ocular_Melanomas/significant_genes_condition_Hypertension.json b/p3/regress/Ocular_Melanomas/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..09324f067d1ec61e83d2e486f4c4621d7bb7ebea --- /dev/null +++ b/p3/regress/Ocular_Melanomas/significant_genes_condition_Hypertension.json @@ -0,0 +1,8913 @@ +{ + "significant_genes": { + "Variable": [ + "A1BG", + "A2ML1", + "AAGAB", + "A2M-AS1", + "A3GALT2", + "A4GALT", + "AADAT", + "AARS2", + "AAMP", + "AADACL2", + "AAK1", + "AADACL3", + "ABCA11P", + "ABCA8", + "AASDH", + "ABHD16A", + "ABCA5", + "A2M", + "A1BG-AS1", + "ABCB1", + "AAMDC", + "ABCC10", + "ABCC5", + "ABHD15", + "ABCC8", + "ABHD11", + "ABCA13", + "ABCB10", + "AASS", + "AACS", + "ABHD12B", + "ABTB2", + "ABCC13", + "ABITRAM", + "AARS1", + "ABHD3", + "ABHD14A", + "ABCB4", + "AARSD1", + "AASDHPPT", + "ABCG1", + "ABCA6", + "ABCA4", + "ABCB7", + "AADAC", + "AATF", + "ABCC9", + "ABHD17B", + "ACAT2", + "ACTBL2", + "ABCA1", + "ABCA7", + "ACO2", + "ACOX2", + "ACSL1", + "ACER3", + "ABHD1", + "ABCA10", + "ABLIM2", + "ACOT12", + "ABHD17C", + "ACCS", + "ACTR3C", + "ABCB9", + "ABCG5", + "ABI3", + "ABCG4", + "ACADL", + "ACTL7B", + "ACTL10", + "ACAP2", + "ABRAXAS2", + "ACTC1", + "ACTL6B", + "ABCA15P", + "ABCA2", + "ABHD18", + "ACBD3", + "ABHD10", + "ACAD10", + "ACY3", + "ABHD14B", + "ACAA2", + "ABAT", + "ACTR10", + "ACOT4", + "ABCG2", + "ACKR4", + "ACADS", + "ABCA3", + "ACSBG1", + "ADAMTS12", + "ABCC2", + "ACADSB", + "ACOX1", + "ABCC6", + "ADGRV1", + "ABCC12", + "ADD3", + "ACRV1", + "AARD", + "ABL2", + "ACTR3B", + "ABCE1", + "ACSL6", + "ADAM7", + "ABCA9", + "ABR", + "ABCC4", + "ACAT1", + "ABHD5", + "ACADVL", + "ACACB", + "ABTB1", + "ACP1", + "ABHD13", + "ACER2", + "ACTB", + "ACTL8", + "ACSS2", + "ADAP2", + "ADCY9", + "ACLY", + "ACSS3", + "ABHD8", + "ADGRE3", + "ACOT1", + "ADAMTS2", + "ACAP1", + "ACAD9", + "ACBD5", + "ACOT7", + "A1CF", + "ADPRM", + "ACVR1", + "ADCY2", + "ABO", + "ACTN2", + "ADAM17", + "ACER1", + "ADRA2B", + "ACOXL", + "ADGRA3", + "ACIN1", + "ABRACL", + "ADGRD1", + "ADAM18", + "ADAMTS14", + "ACE", + "ACTA2-AS1", + "ADPRS", + "ACTN4", + "ACAP3", + "ACSF2", + "ACSS1", + "ABCF3", + "ADD1", + "A4GNT", + "ACKR3", + "ADAM28", + "ACKR2", + "ACR", + "ADAMTS9", + "ADRA2C", + "ACP4", + "ACMSD", + "ACTRT2", + "ABL1", + "ABHD12", + "AEN", + "ADARB2-AS1", + "ACSM3", + "ADAM29", + "ADAMTS4", + 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"ACAD8", + "AHCTF1", + "ANGPTL7", + "ALOX12B", + "ALKBH5", + "ADGRF2P", + "ARFGAP1", + "ANP32A-IT1", + "AIMP2", + "ANKMY1", + "AHCYL1", + "AMZ2P1", + "ANKRD16", + "ACTR1B", + "ANKS6", + "AMT", + "AKR1B15", + "ANKRD36B", + "AKR7A2", + "APOL1", + "AQP8", + "ADORA3", + "ADH1B", + "ANKRD22", + "AFDN-DT", + "ANAPC5", + "AMOTL1", + "ARHGAP19", + "AHSP", + "AKT3", + "ARHGAP10", + "AJAP1", + "AQP5", + "ALG13", + "ANGPTL4", + "AP1S2", + "APPL2", + "ACVR2A", + "AMIGO1", + "AHCY", + "ALKAL1", + "ALKBH6", + "AKAP14", + "AIPL1", + "ADGRF5", + "ANP32CP", + "ANKRD28", + "ALKAL2", + "AQP3", + "AMZ2", + "ANKRD31", + "AP4B1", + "AMACR", + "AOX2P", + "ALAD", + "ARFGAP2", + "ANO7", + "ANGPT2", + "ABRA", + "ADARB2", + "ALOXE3", + "ALG1L2", + "ANKLE1", + "APCDD1", + "ANKEF1", + "ANAPC7", + "ARHGAP27", + "AP5M1", + "AGL", + "APOBEC3H", + "AGAP2", + "AMD1", + "ANGEL1", + "ARGFXP2", + "ARHGEF2", + "ARCN1", + "ANP32D", + "ANXA8L1", + "APIP", + "ARF6", + "AKAP3", + "ANO8", + "APBA3", + "ANP32A", + "AHCYL2", + 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"AKR1B1", + "ARMCX5-GPRASP2", + "AMER3", + "ANKRD13A", + "ARPC5L", + "ANXA5", + "APCDD1L", + "ARL14EPL", + "ADGRG3", + "ANXA2R", + "ARL14", + "ALKBH3", + "ANP32B", + "ARMC1", + "AFF2", + "ANKS3", + "ALG12", + "APEH", + "APBA2", + "ANKRD12", + "ANGPTL6", + "ATF3", + "API5", + "ACVR2B", + "ACTRT1", + "ANKRD26", + "APOL2", + "AMBN", + "ANKRD46", + "APOOP5", + "ARHGEF12", + "ARMH1", + "ANKRD50", + "ANXA10", + "AFAP1", + "ARRDC1-AS1", + "ALG5", + "ARMCX3", + "AFP", + "ANO10", + "ACYP1", + "ARL4D", + "ANKFY1", + "ANKRD39", + "ARIH2", + "ANKH", + "ARHGDIG", + "APLN", + "ANO3", + "ADCY8", + "ARL5C", + "ANKRD1", + "ANKRD20A8P", + "APOA1", + "ADAMTS19", + "ADAP1", + "ARHGAP15", + "ALDH9A1", + "ARHGEF28", + "AIMP1", + "AP5Z1", + "ADGRG7", + "ARMC10", + "ANKRD26P1", + "AOC2", + "APOD", + "ALDH5A1", + "ARGLU1", + "ADCK5", + "ALPK1", + "ARMS2", + "ABCF2", + "ARL6IP1", + "ARL3", + "AMER1", + "APOBEC3D", + "AMPH", + "ARL2BP", + "APOM", + "AP1M1", + "ANOS1", + "AK9", + "ANKRD24", + "AMN1", + "AKAP8L", 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"ANAPC16", + "ARHGAP39", + "ANKRD29", + "ARL16", + "APMAP", + "ADGRE4P", + "ALG14", + "ATP6AP2", + "ARAF", + "ARHGEF10L", + "ARHGAP32", + "APOO", + "ASAP3", + "ATP5IF1", + "ADCY1", + "ANKRD26P3", + "AQP6", + "APOBEC1", + "ARHGEF40", + "ASH1L", + "ACTL6A", + "ASB11", + "ACTMAP", + "ASPHD2", + "ARRDC5", + "ARHGEF4", + "APOC3", + "ATXN1", + "ASB6", + "ASGR1", + "ADAMTS10", + "ASB9", + "AMY2B", + "ANGPTL8", + "AP2B1", + "AKR1D1", + "ALCAM", + "BAIAP2L2", + "ATP6V1C2", + "APOL4", + "ASTE1", + "ARMC8", + "ANKRD23", + "ABCA17P", + "ATOSB", + "APOBEC3C", + "ARRDC1", + "ARL2", + "ACE2", + "ASAP2", + "ARHGAP26", + "APOH", + "ALX3", + "AP3D1", + "ADCY7", + "ASB7", + "ARHGAP8", + "ARHGEF16", + "ARV1", + "ARG2", + "AP4M1", + "ATF6B", + "ARC", + "ASPDH", + "ASB8", + "AGA", + "APBB3", + "ANXA13", + "ARMC9", + "ATG12", + "ACAN", + "ARHGEF35", + "ARHGEF18", + "ASH1L-AS1", + "APRG1", + "ARL1", + "ATG2B", + "ARHGAP1", + "BAG5", + "AGBL4", + "ARID2", + "ATP6V0D2", + "ATOH8", + "ANKRD30BP2", + "ATP1B4", + "AOC1", + "ARHGEF6", + "ARG1", + "ARID5B", + "ANXA1", + "ASF1A", + "AICDA", + "ARHGEF15", + "AP1M2", + "AXIN1", + "ATG16L2", + "ANP32AP1", + "AIDA", + "ASB1", + "ACACA", + "ATP6AP1", + "ATP13A1", + "ANXA2P3", + "B3GNT3", + "ARAP2", + "AGPAT2", + "ATG4B", + "BAALC-AS2", + "ATP2C2", + "ASAP1-IT1", + "ART4", + "ATP5ME", + "ARL5A", + "ANKRD17", + "ARHGAP31", + "ASPSCR1", + "ALKBH1", + "ASTL", + "BATF3", + "AP4E1", + "ASGR2", + "ASB10", + "ARHGAP23", + "ATXN8OS", + "BCAT2", + "ARHGEF10", + "ATE1", + "ARSD", + "ASRGL1", + "ATP5MF", + "APAF1", + "ARMC3", + "ARID1B", + "ARMC6", + "B3GNT8", + "ARL15", + "AVPI1", + "ATG2A", + "ATP8B2", + "BSPH1", + "ATP8B4", + "BEX1", + "ASB2", + "AP1G2", + "ASIC2", + "ARHGAP24", + "ANKIB1", + "B3GALT4", + "AKAP1", + "AXDND1", + "ATP6V1G1", + "ARHGAP6", + "ARHGAP9", + "ANGEL2", + "B3GNT4", + "ARHGAP40", + "ANKRD30B", + "ARHGDIA", + "ATG9B", + "ARRB1", + "ATP1B1", + "ANKRD13C", + "ADH4", + "ATIC", + "ATP10D", + "ATOX1", + "ATP2A1", + "ATAD2B", + "BACE2", + "BCAS3", + "B9D1", + "ARPC1A", + "AMH", + "ATP6V0A4", + "BANF2", + "ATP6V0C", + "ATAD3B", + "BATF2", + "B3GALNT1", + "ATG3", + "ARHGAP22", + "ARK2C", + "ATP11C", + "AVEN", + "ATF7IP2", + "ASPRV1", + "ARMCX2", + "ARHGEF1", + "ANKRD11", + "ARSF", + "ANKRD30BL", + "ATP6V0A1", + "ASB5", + "ARPC5", + "ASB12", + "AP3M1", + "ATAD1", + "ATF7IP", + "ATP6V0B", + "BCRP3", + "APBB1IP", + "ATXN2L", + "AFMID", + "ARNT", + "ATE1OSP", + "ASB3", + "APBA1", + "BASP1P1", + "AP1S1", + "ATP10A", + "BAZ1A", + "BACH1", + "BEND6", + "ARHGDIB", + "BHMT2", + "B3GNT9", + "BCL2L10", + "ATF1", + "ATP4B", + "ARHGAP21", + "ATAD3A", + "ASXL2", + "BICDL2", + "ASH2L", + "ASCL1", + "BEND2", + "ATXN2", + "ATP6V1C1", + "BABAM2", + "B3GNTL1", + "ATP2B1", + "ATP2B2", + "ADAMTSL2", + "AQR", + "ATP13A5", + "ATP6AP1L", + "AURKB", + "ANKRD13B", + "BEGAIN", + "ASTN2", + "ARPC1B", + "ANO1", + "ASS1", + "BLVRB", + "ATRN", + "ARVCF", + "ARMC2", + "ATPAF2", + "BCL2A1", + "ARL4A", + "ATP5F1C", + "APOBEC3G", + "ATP5MK", + "ASPHD1", + "ATP5PF", + "AR", + "B3GNT5", + "BCDIN3D", + "ASPG", + "ATP6V1E2", + "ATG4C", + "BAIAP3", + "AURKC", + "ATXN10", + "BBX", + "ATG7", + "ART3", + "ATP13A3", + "ARSA", + "ARB2A", + "BHLHE23", + "ATG4D", + "ATP7A", + "ATP8B3", + "ATAT1", + "BBOX1", + "ASXL3", + "BBIP1", + "ASPH", + "BHMT", + "BEX2", + "ATP6V1G3", + "ARHGEF25", + "ATP8B1", + "ARFIP1", + "BCKDK", + "ARPP19", + "ANKRD30A", + "BCL10", + "BARHL1", + "ATG14", + "BTF3P11", + "ASIP", + "ARHGAP29", + "BAP1", + "ASB4", + "ARHGAP28", + "ATP5MC2", + "APOBEC2", + "ATF4", + "APEX1", + "BMP15", + "BARD1", + "ASNSD1", + "ATP1A1", + "ASAP1", + "BAZ2B", + "BID", + "BARHL2", + "BARX1", + "ATP2C1", + "ATP6V1H", + "ANKRD62", + "ANAPC2", + "C19orf18", + "BAX", + "AP3M2", + "ATP9B", + "ATP6V1A", + "BBS2", + "BAG4", + "ARPP21", + "BMP7", + "BRINP3", + "B3GALT5", + "BCCIP", + "BBS1", + "BAHCC1", + "ATP6V1D", + "AZIN1", + "AQP10", + "ATF2", + "ARFGEF1", + "BMS1P20", + "BCL2L13", + "ATP1A1-AS1", + "ARHGEF26", + "BASP1", + "ARSH", + "APOA2", + "ATXN7L1", + "BST2", + "ATP8A1", + "BTF3L4", + "BAG6", + "ATAD2", + "ATP2A3", + "ATG101", + "BAG3", + "ANKRD18A", + "AWAT1", + "ARIH1", + "BAAT", + "BAK1", + "ARID4A", + "BNC1", + "BICC1", + "BMERB1", + "ASIC4", + "BICRAL", + "ATP12A", + "ANKRD18DP", + "ATP13A2", + "ATXN1L", + "BDNF-AS", + "BMP2K", + "BPTF", + "ATRNL1", + "BCAP29", + "ARID4B", + "ARHGAP44", + "APEX2", + "ATL3", + "ARHGAP20", + "C11orf97", + "ARHGAP4", + "AXL", + "AVPR2", + "ARHGAP25", + "C11orf65", + "BCKDHB", + "BEX5", + "ATP7B", + "ARK2N", + "AFG2B", + "ASNS", + "BAIAP2L1", + "ARPC3", + "ATP2B4", + "BLM", + "BET1L", + "AS3MT", + "BPIFA1", + "ATL1", + "B3GAT3", + "B2M", + "B3GALT6", + "BTG1", + "ARF4", + "ARSK", + "ADAMTS8", + "BCL11A", + "B3GAT2", + "BICD1", + "ATP8A2", + "BTNL10P", + "ARHGAP33", + "B3GALT5-AS1", + "B3GNT2", + "APH1B", + "APOL3", + "B3GALNT2", + "ATP5MJ", + "BEND7", + "AQP4", + "B4GAT1", + "BFAR", + "BDKRB2", + "BCL2", + "BRD7P3", + "B4GALT4", + "BNIP3L", + "APOF", + "B4GALNT2", + "BAG2", + "B3GNT7", + "BHLHA9", + "BPIFA2", + "B3GALT1", + "ASZ1", + "C11orf98", + "AUP1", + "BLCAP", + "ARHGAP36", + "ARPIN-AP3S2", + "ASB13", + "ATP5MC1", + "ATP5F1B", + "BSND", + "ARSG", + "ASCL5", + "BATF", + "ARHGEF38", + "BMS1P4", + "C12orf60", + "C10orf105", + "BRWD1", + "ATRX", + "BTBD7", + "BLOC1S6", + "BLOC1S1", + "C15orf40", + "C11orf87", + "ATRIP", + "BEND4", + "BECN1", + "ATP6V0D1", + "ASCC3", + "ATP6V1E1", + "C1orf116", + "BGLAP", + "ATP5F1EP2", + "BLTP3A", + "ARRB2", + "BRI3BP", + "ARHGAP11B", + "BEST3", + "AVIL", + "ATL2", + "C11orf21", + "BPIFC", + "BRF2", + "BCOR", + "BBOF1", + "B4GALT2", + "ASXL1", + "BFSP1", + "BCAS1", + "BLMH", + "BBS9", + "BMPER", + "BCAS2", + "BRDT", + "AUH", + "BEND3", + "BMP8A", + "BHLHE41", + "BUB1", + "BRD4", + "BCL7B", + "BCORP1", + "B3GNT6", + "C16orf78", + "ATP11A", + "ARPC2", + "C16orf89", + "C16orf54", + "ANAPC10", + "ARMC12", + "BCKDHA", + "C3orf52", + "C16orf87", + "ANKS1B", + "C19orf81", + "C1QTNF1", + "BRD2", + "BAZ1B", + "ATPAF1", + "BLTP1", + "C22orf46P", + "B3GALT2", + "BNIP5", + "BTLA", + "BROX", + "ATP5MC3", + "ATP5PD", + "BEST2", + "ATP6V1B1", + "BEAN1", + "BPIFA4P", + "BSN", + "ATP23", + "ARID5A", + "BAALC", + "AADACL4", + "BTG4", + "APBB2", + "B4GALT5", + "ATXN3", + "BEST4", + "ATP2B3", + "ATRAID", + "BORA", + "ATP11AUN", + "C1QL2", + "C1QTNF7", + "BRD7", + "C2orf88", + "ATP5PO", + "B4GALNT4", + "BMX", + "BTBD17", + "ARF5", + "C14orf132", + "C10orf95", + "BOD1", + "C12orf42", + "BCO1", + "BNIP3", + "C16orf86", + "ANXA2P1", + "BGN", + "C12orf57", + "BTBD16", + "BCL11B", + "BNIP1", + "C10orf88", + "ASPM", + "BCL6B", + "BMP1", + "ATP5MG", + "ALDH7A1", + "BCS1L", + "BIRC8", + "AP4S1", + "BICRA", + "BANF1", + "BAD", + "ALDH1B1", + "ACO1", + "BMAL2", + "BRPF3", + "BST1", + "BOLL", + "C2orf15", + "ARHGEF19", + "BIRC7", + "ATXN3L", + "AZU1", + "C19orf44", + "C1R", + "C18orf32", + "ASB17", + "C11orf86", + "ATOSA", + "AP2M1", + "C5orf58", + "BRWD1-AS2", + "BANK1", + "BPIFB3", + "C11orf40", + "CALHM6", + "AVPR1B", + "ARSI", + "BYSL", + "C17orf99", + "BRCC3", + "BLOC1S2", + "ANKRD18B", + "C11orf54", + "ATR", + "BAMBI", + "BHLHA15", + "BCO2", + "BCAM", + "C1orf167", + "BICDL1", + "ATMIN", + "ATP1A3", + "BIN3", + "BMF", + "BUB3", + "ANKRD9", + "BSPRY", + "ARX", + "C1orf87", + "ATP11B", + "BAZ2A", + "BRCA1", + "B9D2", + "ATP8B5P", + "C2CD6", + "C1orf162", + "BSDC1", + "C1orf159", + "C1orf185", + "C1orf115", + "BEX3", + "BTBD2", + "ATXN7L3B", + "C14orf93", + "C1GALT1C1", + "ATG13", + "BANP", + "C22orf31", + "C14orf119", + "CA2", + "BOLA1", + "BCL6", + "BRAF", + "BCL2L15", + "BCAR3", + "BCL7C", + "C5orf22", + "C2orf69", + "C16orf46", + "BUD13", + "BMPR2", + "ARNT2", + "BOK", + "BLTP2", + "BDH2", + "ASCC2", + "BPNT2", + "C19orf84", + "ATP13A4", + "BCL7A", + "BTK", + "ATXN7L3", + "BRMS1", + "BRD1", + "BUD23", + "BTBD9", + "BOP1", + "BTBD6", + "BZW2", + "BORCS7", + "BCL2L14", + "AUNIP", + "C12orf76", + "C1orf53", + "ASCL2", + "C6", + "C4orf17", + "C14orf180", + "BMPR1A", + "BLOC1S3", + "BRIP1", + "BRF1", + "BEND3P3", + "C1orf52", + "C20orf173", + "BBS12", + "ARMH4", + "BCLAF1", + "C11orf71", + "BPIFB4", + "C4BPA", + "ATXN7", + "BMAL1", + "CACNA1H", + "BAHD1", + "BRME1", + "C19orf48P", + "C3", + "CA11", + "AVPR1A", + "C6orf15", + "BTNL3", + "C4orf51", + "C1QL3", + "BMP4", + "ARMT1", + "BTAF1", + "ATP6V1B2", + "BNC2", + "AXIN2", + "C1QTNF3", + "BAIAP2-DT", + "CAMK2D", + "BCL9L", + "CACNB1", + "BMP8B", + "BRCA2", + "CACNB3", + "C1orf226", + "C8orf74", + "C10orf71", + "BDP1", + "C6orf163", + "BAG1", + "C19orf47", + "ANKRD54", + "C10orf120", + "C1RL", + "B3GAT1", + "BPGM", + "C11orf68", + "BEST1", + "CAMKMT", + "C5orf52", + "C1orf50", + "AZGP1", + "BPIFB2", + "ARTN", + "ATP5F1D", + "CALM1", + "BTN3A2", + "C5AR1", + "C21orf91", + "B3GLCT", + "BTN1A1", + "C15orf61", + "BCL9", + "C2CD4A", + "BRD10", + "B4GALT7", + "CAMK2N1", + "C1QA", + "C11orf91", + "CACNA2D1", + "BCAN", + "C3orf80", + "BRSK2", + "C1orf216", + "ARFGEF3", + "BTN2A1", + "C16orf96", + "CARINH", + "CAP1", + "ARMH3", + "CARHSP1", + "C18orf21", + "C6orf62", + "C4orf33", + "C9orf153", + "ASAH2", + "C4B", + "ATP6V1G2", + "BIN2", + "C6orf118", + "BFSP2", + "BOLA3", + "BMS1", + "CAVIN2", + "C20orf96", + "APOE", + "BCAR4", + "BEX4", + "BTBD18", + "C1orf198", + "BLID", + "CA14", + "ANO2", + "AGBL1", + "ATP5PB", + "C3orf18", + "C16orf90", + "BNIP2", + "C1orf220", + "CA4", + "ART5", + "BRI3", + "CBLN2", + "BBS10", + "C7orf57", + "C2CD5", + "BSX", + "C10orf62", + "C16orf74", + "BTBD1", + "C8orf88", + "BNIPL", + "B4GALNT3", + "BTNL8", + "BACE1", + "C17orf100", + "C9orf40", + "BMI1", + "ATPSCKMT", + "BPNT1", + "C17orf67", + "C20orf141", + "C4orf36", + "C2orf66", + "C1QTNF4", + "C16orf82", + "C10orf67", + "C8B", + "C12orf56", + "C2orf80", + "C16orf92", + "BTN2A2", + "BBS5", + "C8A", + "C1QTNF2", + "CACTIN", + "CA5B", + "CAPN12", + "C19orf33", + "C5orf46", + "AURKAIP1", + "ARL10", + "CATSPERZ", + "BOD1L1", + "ALS2CL", + "BIK", + "C8orf76", + "ARFRP1", + "CCDC177", + "CAPRIN1", + "C21orf58", + "AVL9", + "C8G", + "CCDC9", + "C15orf32", + "C15orf62", + "CALB1", + "BORCS6", + "CAT", + "ATP1A2", + "C9", + "BMPR1B", + "CACNG5", + "CCDC144BP", + "BRS3", + "BTRC", + "C1RL-AS1", + "BIRC6", + "BPIFB1", + "CA10", + "C5orf24", + "AWAT2", + "C2orf72", + "C6orf89", + "C10orf53", + "ASPN", + "BPHL", + "BLVRA", + "ATM", + "CAMK2G", + "CALCR", + "BSCL2", + "CARM1", + "C17orf78", + "BRAT1", + "CAPS2", + "ARID3A", + "C7", + "CACNA2D2", + "BRD3", + "C6orf132", + "BRPF1", + "CCDC163", + "ARFIP2", + "BIRC3", + "BRAP", + "BCL2L11", + "BRIX1", + "C1orf174", + "C8orf82", + "CABCOCO1", + "CADM1", + "C19orf73", + "CASR", + "CAMTA1", + "C7orf33", + "CACNG7", + "C9orf152", + "CASP5", + "CBLN4", + "BRK1", + "CDRT15P1", + "C10orf55", + "CACNG2", + "CAVIN1", + "C3orf62", + "ADAM21P1", + "BDH1", + "CCDC144CP", + "CASC15", + "AVP", + "CACHD1", + "CCDC168", + "C22orf15", + "CALD1", + "ATP1B2", + "CCDC134", + "C4orf50", + "CASP2", + "BTN3A1", + "AURKA", + "BMP10", + "C1orf122", + "CCDC62", + "BTG3", + "C18orf63", + "B4GALT3", + "C9orf57", + "ATP6V1F", + "CBL", + "CACNA1F", + "CBFA2T2", + "C6orf141", + "CASKIN1", + "BTN3A3", + "BDNF", + "C5orf47", + "BAIAP2", + "CCDC126", + "C1QTNF9", + "CCDC174", + "CASP8", + "ANG", + "CACTIN-AS1", + "C3P1", + "CAMK4", + "C12orf50", + "C4BPB", + "C9orf163", + "BPI", + "CAPN9", + "C8orf34", + "BABAM1", + "CCKBR", + "C12orf43", + "BLK", + "BCL3", + "CC2D2B", + "CCDC51", + "C2CD2", + "C2orf81", + "BHLHE40", + "BLNK", + "CASP10", + "C1QL1", + "BZW1", + "C2orf49", + "CAP2", + "CCDC140", + "CABP2", + "BHLHE22", + "BPESC1", + "C3orf70", + "CASP4", + "C22orf39", + "C1D", + "CCDC157", + "CASP3", + "CD1C", + "CASP6", + "CATSPERB", + "C1GALT1", + "CAPSL", + "CCDC30", + "CADM3-AS1", + "C4orf46", + "C22orf23", + "CAPZA1", + "CCDC149", + "ATP6V0A2", + "CD226", + "AUTS2", + "C17orf107", + "CARD6", + "CBLB", + "CCDC28A", + "CACNG8", + "ATP1B3", + "BACH2", + "BET1", + "CAMSAP1", + "ATP5F1E", + "CASTOR1", + "C5orf34", + "BTBD8", + "ATP9A", + "ASIC3", + "C17orf58", + "CCR3", + "C11orf96", + "CABLES1", + "C3AR1", + "CABIN1", + "CAPZB", + "CALCOCO1", + "ALK", + "BIVM", + "CCDC80", + "CCN4", + "CACNA2D3", + "CCL28", + "C1QL4", + "CCR5", + "BIRC5", + "CA5A", + "C11orf24", + "C2orf78", + "BORCS5", + "C3orf20", + "CCDC22", + "C1orf21", + "C15orf48", + "CALML4", + "AREL1", + "CAPN3", + "C17orf75", + "BRD8", + "BSG", + "BCAS4", + "C3orf49", + "CASP8AP2", + "CARD17P", + "CCDC59", + "CCDC142", + "CBX6", + "CADPS2", + "CAPRIN2", + "CABP5", + "CASK", + "CASQ2", + "CCNJL", + "BIN1", + "C2orf76", + "CA12", + "ATP4A", + "CAPZA3", + "C5orf15", + "CAMP", + "CALR", + "CBLL1", + "CALCRL", + "CCDC85B", + "CAMK2A", + "BTNL9", + "CBFB", + "BTN2A3P", + "C8orf33", + "ATN1", + "CAMKK2", + "CCDC172", + "CA3", + "BRMS1L", + "CCDC87", + "C2CD3", + "CCDC102B", + "CATIP", + "CCDC166", + "CCDC71L", + "CCDC127", + "BUD31", + "CCDC116", + "CAGE1", + "CCDC63", + "C11orf42", + "CARS2", + "C19orf38", + "B4GALT6", + "CBY3", + "CCNB1IP1", + "CACNA1G", + "AZI2", + "CAAP1", + "CALCOCO2", + "CCDC15", + "BRSK1", + "CADM2", + "CATSPER2", + "CCDC92", + "CCDC70", + "CA13", + "CCDC7", + "CALR3", + "CC2D1B", + "CDKN2B-AS1", + "CCNQ", + "CDC14C", + "CARNMT1", + "CCDC125", + "CDH13", + "CCDC175", + "C8orf44", + "CCDC144NL", + "C1QTNF12", + "CATSPERE", + "C20orf144", + "CCSER2", + "C6orf147", + "CATSPER4", + "C3orf33", + "ART1", + "CCDC150", + "ASTN1", + "BRWD3", + "C3orf36", + "CBLL2", + "CCNJ", + "CD9", + "CAND2", + "CDKN3", + "C9orf78", + "CCR1", + "CDS1", + "CASD1", + "ANXA2P2", + "CAPN6", + "CCL25", + "CABP1", + "CASC2", + "CASP14", + "CACYBP", + "CCDC115", + "BRINP2", + "CALHM5", + "CCSAP", + "CDKN2B", + "C14orf39", + "BTBD10", + "C2CD4D", + "C20orf181", + "CAPG", + "C1QTNF6", + "BCL2L2", + "CARD14", + "C19orf12", + "CCDC60", + "CASP1", + "CALM3", + "CA5BP1", + "CARF", + "CCDC14", + "CACNA1A", + "CACFD1", + "C12orf54", + "CCDC40", + "BBC3", + "C9orf50", + "C17orf50", + "CD83", + "CCDC154", + "CDKN2A", + "CAV3", + "CCNG2", + "CHST12", + "CCDC89", + "CAPN11", + "C6orf52", + "CCHCR1", + "C22orf42", + "CBR4", + 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b/p3/regress/Ocular_Melanomas/significant_genes_condition_None.json @@ -0,0 +1,8682 @@ +{ + "significant_genes": { + "Variable": [ + "A2ML1", + "A2M-AS1", + "AAGAB", + "A1BG", + "AADAT", + "AARS2", + "AADACL2", + "AAMP", + "A4GALT", + "AAK1", + "A3GALT2", + "AARS1", + "AASDH", + "AADACL3", + "ABHD16A", + "A1BG-AS1", + "AAMDC", + "ABCC10", + "ABCA8", + "ABCC8", + "ABCA11P", + "ABHD15", + "ABHD12B", + "ABCB1", + "ABCC5", + "ABCC13", + "ABHD11", + "ABHD3", + "A2M", + "ABCA13", + "ABITRAM", + "ABCA4", + "ABCB4", + "AASDHPPT", + "ABCA5", + "AASS", + "ABCB10", + "ABTB2", + "ABCG1", + "A1CF", + "AACS", + "ACTC1", + "ABHD17B", + "ABCA3", + "ACO2", + "AARSD1", + "ACOT12", + "ABHD14A", + "ABCA10", + "ACER3", + "ACOX2", + "ABCB9", + "ABCC9", + "ACSL1", + "ABHD17C", + "ACAA2", + "ACAT2", + "ACCS", + "ACTBL2", + "ABCG5", + "ABLIM2", + "ACOT4", + "AADAC", + "ABI3", + "ACTL6B", + "ABHD10", + "ABCA7", + "ACAP2", + "ACADSB", + "ACKR4", + "ABCA6", + "ABHD1", + "ACTL10", + "ABCB5", + "ADAMTS12", + 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"ATP6AP1", + "ATP1B1", + "AP2S1", + "ASB1", + "ARHGAP44", + "ADH5", + "ARMCX4", + "ATE1OSP", + "ATP2B2", + "AIRIM", + "ATG4B", + "ASAP2", + "APLF", + "ARID5B", + "ARL16", + "ATOSB", + "ARHGEF26", + "ATF7IP", + "ARL15", + "ATE1", + "ARL4A", + "ARK2C", + "AP1M2", + "ARID4A", + "ARPC1B", + "ANKRD13C-DT", + "ASF1A", + "AXDND1", + "ARMC8", + "ASCL3", + "ANKRD62", + "ATP5ME", + "ATG4A", + "B9D1", + "ART1", + "ATP8B4", + "ASXL2", + "ARHGEF4", + "B3GNT3", + "ARHGEF18", + "ARV1", + "APOH", + "ARHGAP26", + "AHI1", + "ASTE1", + "ATIC", + "ATF4", + "AK9", + "ARSD", + "ASB12", + "ARHGAP6", + "ATG9B", + "ARID4B", + "BAIAP2L2", + "ARHGEF6", + "ATAD2B", + "BBOX1", + "AP2A1", + "ANKRD13B", + "ARHGAP9", + "ASB7", + "ANKRD30BL", + "ALDH5A1", + "ATP7A", + "AQR", + "ATXN2L", + "ARFIP2", + "BAALC-AS2", + "ARSI", + "ASH1L-AS1", + "ADAD2", + "ATP6V0B", + "ARHGAP11B", + "ANKRD13C", + "ATP1A1", + "ATP6AP2", + "ASXL1", + "ATG4C", + "BCAT2", + "ASGR1", + "ATP6V0D2", + "ATG14", + "BICDL2", + "ARG2", + "ARHGAP32", + "ARHGAP39", + "ARHGAP40", + "ASIC4", + "ASB2", + "ARF4", + "ANGPT2", + "ATL3", + "BASP1P1", + "ARID1B", + "B3GALT4", + "ASH2L", + "ARHGAP29", + "B3GNTL1", + "BBS1", + "ATP5MF", + "ARHGAP36", + "AXIN1", + "ATP2C2", + "ASGR2", + "BATF2", + "ATP10A", + "ARHGDIB", + "AP4E1", + "BAP1", + "APOL3", + "ATP5F1EP2", + "BEGAIN", + "ATP6V1G1", + "ARB2A", + "ATP10D", + "AVPI1", + "ATP6V0C", + "ARL5A", + "ATP5F1C", + "AURKC", + "ASAP1-IT1", + "AVPR2", + "AIDA", + "BAG5", + "ARHGEF19", + "ASZ1", + "AZIN1", + "ARSF", + "ASB13", + "ARK2N", + "BCAS3", + "ANKRD18B", + "ARHGAP23", + "ATP5F1B", + "ARVCF", + "ARC", + "ATP6V0A1", + "BAG4", + "AWAT1", + "BHMT2", + "ANKS1B", + "ARIH1", + "BABAM2", + "AVIL", + "ADGRE4P", + "ATP4B", + "BCL2L10", + "ATG4D", + "ALAS1", + "ASB3", + "ASTN2", + "APOL4", + "ALG12", + "AKIRIN1", + "ATF7IP2", + "ARMC9", + "ANO1", + "AMBRA1", + "ASXL3", + "AKAP8L", + "BATF3", + "BACH1", + "APOBEC2", + "ARMC5", + "ARPC5", + "ARRB1", + "ARHGEF35", + "AEBP1", + "BACE2", + "ATP9B", + "ANO2", + "AURKB", + "B3GALT5", + "BEX1", + "ASB11", + "ARHGAP24", + "AQP11", + "ARHGAP20", + "ARFRP1", + "ARL14EP", + "BANF2", + "BCL10", + "AP1S1", + "ATPAF2", + "B3GNT4", + "ATRIP", + "ARMH4", + "ARMH3", + "ARL1", + "ARHGAP22", + "ATG3", + "BEND2", + "BCKDK", + "ART5", + "ASNSD1", + "ATG12", + "BAZ1A", + "BDNF-AS", + "ATRN", + "ARMCX5", + "BCAP29", + "ATG2A", + "ATP6V1C1", + "ATG101", + "ASPG", + "ATP6V0A4", + "BEX2", + "ATP12A", + "ALG14", + "ASAP1", + "ATF1", + "ANKRD9", + "BSPH1", + "ATP2B3", + "ATP23", + "ATXN2", + "ATP5MC2", + "ARMC12", + "BMS1P20", + "ARSH", + "BEND7", + "AUP1", + "ASCC3", + "BBX", + "B4GALT7", + "ARHGAP28", + "ATXN10", + "BTF3P11", + "BCOR", + "ATP8B3", + "BCDIN3D", + "BHLHE23", + "BAHCC1", + "BEX5", + "APH1B", + "ATP6V1G3", + "BMP7", + "BMERB1", + "ATP11AUN", + "ANKRD45", + "BCO1", + "BEX3", + "BTF3L4", + "ATXN7L3", + "ARF3", + "AQP4-AS1", + "BAMBI", + "AVEN", + "BAIAP2-DT", + "ARSA", + "AMBN", + "B3GALT1", + "ATP6V1E1", + "ALPK2", + "ATOX1", + "BLVRB", + "BEND6", + "BCRP3", + "ARTN", + "ATP5MJ", + "ANXA1", + "ARHGEF25", + "B3GALT2", + "BASP1", + "ATG7", + "BPIFA2", + "BARHL1", + "ATP6V1A", + "ARSG", + "AP4M1", + "APOE", + "AP2A2", + "B4GALT2", + "APOBEC3C", + "ASAP3", + "ARNT", + "ATP2A1", + "ATRNL1", + "BCCIP", + "ATP5PF", + "AP4S1", + "BHLHE41", + "BBIP1", + "AREL1", + "ATAD1", + "ATP13A5", + "B3GNT9", + "BCL2A1", + "ATP9A", + "BECN1", + "BRINP3", + "ATOSA", + "ASPM", + "ANAPC10", + "BLM", + "ARID3A", + "ARPC1A", + "B4GALT4", + "BST2", + "ARMC3", + "BFAR", + "ASB4", + "ATP2B1", + "B3GNT5", + "ARPC2", + "B4GAT1", + "C11orf97", + "B3GAT2", + "ARHGEF1", + "BAIAP2L1", + "BEST1", + "BAAT", + "ARHGAP31", + "BICC1", + "ARHGDIA", + "B3GNT2", + "BPTF", + "BEST2", + "ATXN3L", + "ATRX", + "B3GNT7", + "ASIP", + "ARHGAP4", + "AP3D1", + "AGPAT2", + "ATL2", + "ATG13", + "BRDT", + "ANKDD1B", + "B3GALNT1", + "ASNS", + "ASPN", + "ATP8B1", + "ARHGAP25", + "BCL6B", + "BMP15", + "BAIAP3", + "ANKRD30A", + "BLTP3A", + "BAZ2B", + "BMS1P4", + "BNIP3L", + "BARX1", + "BPIFA4P", + "BCORP1", + "BMPER", + "BLCAP", + "BRI3BP", + "C19orf81", + "BFSP1", + "BCKDHB", + "AQP10", + "ATP6V0D1", + "ANGEL2", + "ATCAY", + "BLID", + "BAG6", + "AKR1A1", + "BRAF", + "AVP", + "ATP8A1", + "BEND3", + "BCL2L15", + "C19orf18", + "ATP6V1F", + "C11orf65", + "AUH", + "ATXN7L1", + "BARHL2", + "BCL2", + "APBB1IP", + "ARL10", + "BNC1", + "BAG2", + "ASCL5", + "ALDH1B1", + "BTG1", + "BIN1", + "BRD4", + "ATP5MC3", + "BGLAP", + "BTLA", + "C12orf60", + "B3GLCT", + "BEST3", + "BMAL2", + "BCL2L13", + "BRF1", + "BCO2", + "BID", + "AUNIP", + "BAZ2A", + "ADGRD2", + "ATXN1L", + "B2M", + "ASS1", + "BBOF1", + "ARHGAP21", + "C19orf44", + "BNIP3", + "BPIFA1", + "BLVRA", + "B3GALT6", + "ATP1B3", + "ATRAID", + "B4GALNT2", + "BORCS5", + "BMP2K", + "BPIFB3", + "BDKRB2", + "ATP11C", + "ASIC2", + "ATP13A3", + "BCL7C", + "ASAH1", + "BCL11B", + "C15orf40", + "BCL7B", + "BRD7P3", + "BTK", + "ALKBH1", + "ATP1A3", + "BTG4", + "ATP6V1H", + "ANP32AP1", + "C14orf93", + "APEX1", + "APOBEC3G", + "ATN1", + "BCAS1", + "BRF2", + "B9D2", + "BICDL1", + "ASB17", + "BTNL10P", + "ATP5PD", + "ATP5PO", + "AVPR1A", + "BICRAL", + "ATP13A4", + "BCS1L", + "ATP5F1E", + "ATP1A2", + "C16orf54", + "C11orf98", + "C1orf116", + "ATL1", + "BUB1", + "AZU1", + "BARD1", + "BABAM1", + "ATR", + "BMP8A", + "C16orf87", + "C22orf31", + "C5orf58", + "C10orf105", + "BTN2A1", + "BUD23", + "ARMT1", + "ASPHD1", + "BAK1", + "ATPSCKMT", + "BNC2", + "C12orf42", + "BNIP1", + "C3orf52", + "ATP6V1B1", + "BEND4", + "BHMT", + "BTBD6", + "BRWD1", + "ASB10", + "ATM", + "ARSK", + "BIN3", + "BOLA1", + "C14orf132", + "ATP13A2", + "ASTN1", + "BLTP1", + "BEND3P3", + "BMP10", + "BTBD2", + "BPNT2", + "BRD7", + "BRD10", + "C11orf87", + "BST1", + "BSND", + "ATAT1", + "C1QL2", + "C10orf53", + "BPIFB2", + "BBS12", + "BRWD1-AS2", + "BICRA", + "B4GALT5", + "BAX", + "ATP6V1B2", + "BNIP2", + "BMP8B", + "BOLL", + "C11orf21", + "BET1", + "BDH2", + "ALS2CL", + "BBS7", + "C1orf226", + "BLTP2", + "BACH2", + "BCAM", + "BIRC7", + "BLOC1S1", + "ATP11B", + "C1orf52", + "BICD1", + "BRD1", + "ATP6V1D", + "C16orf89", + "ATP5PB", + "BTBD16", + "BIRC8", + "BICD2", + "ATP8B5P", + "BRD2", + "ATF2", + "BCHE", + "C19orf73", + "ASCC2", + "BIK", + "BRME1", + "C16orf86", + "BORA", + "BSN", + "BTBD7", + "BTRC", + "BAG3", + "C1orf87", + "C16orf78", + "ATP7B", + "BSDC1", + "ATP8A2", + "BACE1", + "BYSL", + "BRIP1", + "C2orf69", + "C17orf67", + "B4GALNT3", + "C2orf15", + "C1orf50", + "C22orf46P", + "C1QTNF1", + "ATAD3A", + "BHLHA9", + "C6", + "ATP2C1", + "ATXN7", + "BCAS2", + "BOLA3", + "BIN2", + "BANP", + "BLMH", + "C17orf99", + "BRSK2", + "BHLHE40", + "C19orf84", + "BOD1L1", + "BCL3", + "B4GALT3", + "BOD1", + "BMP1", + "BIVM", + "C1orf159", + "ARMCX2", + "BLOC1S6", + "AVPR1B", + "BTBD18", + "C1R", + "BAZ1B", + "C15orf61", + "BEX4", + "ATXN3", + "BTN3A1", + "BTNL3", + "C10orf95", + "BNIP5", + "ATXN7L2", + "BBS9", + "ARPP19", + "C1QTNF7", + "C19orf33", + "BCL11A", + "B3GAT3", + "ATP6AP1L", + "ARNT2", + "BSPRY", + "BBS5", + "C1orf162", + "C4orf17", + "ATP5MK", + "ARX", + "C6orf163", + "BBS10", + "ASAH2", + "C11orf91", + "ATP2A3", + "CA2", + "C1orf167", + "C1orf115", + "C3orf80", + "C10orf88", + "AZI2", + "BBS2", + "BTN3A2", + "ANTXRL", + "BEAN1", + "BRPF3", + "C1D", + "C11orf71", + "C2CD4A", + "ATP5MC1", + "C1QL3", + "BPIFC", + "ATP5MG", + "BOK", + "C11orf24", + "BEST4", + "BGN", + "C1orf216", + "C5orf52", + "BTBD1", + "CACNB1", + "C3", + "BROX", + "BRSK1", + "C2orf81", + "CACNB3", + "BTBD9", + "ATP4A", + "BEND5", + "C2orf88", + "BRD3", + "BUD13", + "C5orf22", + "BMP3", + "CALHM6", + "BAIAP2", + "BPI", + "BCLAF1", + "C4orf33", + "ASPH", + "BAD", + "C16orf46", + "ASIC3", + "BRK1", + "BPNT1", + "BHLHA15", + "C1GALT1C1", + "ATP1B2", + "BLK", + "BRMS1", + "C2CD5", + "BOP1", + "CA11", + "BCL7A", + "BANK1", + "C11orf40", + "BTBD8", + "C12orf57", + "BSCL2", + "C11orf68", + "C4orf36", + "ARPC3", + "BRCA1", + "CARD17P", + "B4GALNT4", + "C22orf39", + "C20orf173", + "C6orf62", + "BPESC1", + "APEX2", + "ATP1A1-AS1", + "BMAL1", + "C11orf86", + "BCAR1", + "B3GNT6", + "BCAR4", + "BANF1", + "C1QA", + "BAHD1", + "BLOC1S3", + "ATP6V0E2", + "C5AR1", + "BCKDHA", + "C2CD2", + "BCAS4", + "C2CD6", + "BAG1", + "C1orf105", + "BMS1", + "C2orf72", + "C15orf62", + "ASCL2", + "AS3MT", + "BMP4", + "C3orf36", + "CATSPERZ", + "C15orf32", + "CALM1", + "BCL2L1", + "C2orf42", + "CAP1", + "C8orf74", + "CARINH", + "C17orf100", + "BSG", + "C19orf53", + "C10orf55", + "BCL9", + "CALB1", + "C4B", + "C20orf141", + "ATP11A", + "AXL", + "BMPR2", + "C8orf76", + "BRAP", + "C16orf74", + "CAVIN2", + "C10orf120", + "C4orf51", + "BRCA2", + "AP3M1", + "ARFIP1", + "CARHSP1", + "CA10", + "CAMK2N1", + "B4GALNT1", + "BTN2A2", + "BRI3", + "BRD9", + "BTF3", + "BMF", + "C1QTNF4", + "C10orf62", + "C6orf141", + "BLZF1", + "CASP5", + "CACNA1H", + "C2orf78", + "C2orf80", + "BNIPL", + "C9orf40", + "C8orf33", + "BRMS1L", + "C9orf43", + "C14orf180", + "BPGM", + "CCDC144NL", + "CASR", + "C16orf96", + "ANKRD54", + "C7orf57", + "ATPAF1", + "C8orf88", + "C1QTNF9B", + "BDP1", + "C6orf15", + "BMP6", + "CAAP1", + "BUB3", + "BTAF1", + "BBC3", + "C18orf32", + "C4BPA", + "CA12", + "C8G", + "ARID5A", + "C3AR1", + "CAPN12", + "C1QTNF9", + "C3orf18", + "BRCC3", + "CACNA2D1", + "CCDC168", + "BORCS7", + "AXIN2", + "AKAP8", + "C5orf24", + "BCAN", + "BCL2L2", + "CAMKMT", + "CCDC144BP", + "CACNG2", + "C21orf91", + "BLNK", + "BRIX1", + "BPIFB4", + "CALB2", + "CA14", + "C11orf42", + "BIRC5", + "CACNG5", + "CAMK2D", + "CBLN4", + "C8orf34", + "CACNG4", + "C19orf67", + "CAPSL", + "BLOC1S4", + "CARM1", + "CBLN2", + "CCDC9", + "AURKA", + "BZW2", + "ATP5F1D", + "CASP10", + "C11orf54", + "C6orf120", + "C1RL-AS1", + "C1orf174", + "C4BPB", + "ART3", + "C8A", + "CCDC126", + "C12orf43", + "ARFGEF3", + "CCDC174", + "CALR", + "BORCS8", + "C2orf66", + "BSX", + "BRWD3", + "CASKIN1", + "CBX6", + "BRD8", + "CADPS2", + "CABP5", + "C6orf132", + "BLOC1S2", + "CCDC134", + "BMP2", + "CALD1", + "CCDC163", + "CA5B", + "CAPN8", + "CDRT15P1", + "BTNL8", + "C9orf152", + "CC2D2B", + "BORCS6", + "CAV3", + "C1RL", + "CA8", + "C3orf49", + "C15orf48", + "C22orf42", + "CARF", + "CACNG6", + "AUTS2", + "BTN3A3", + "CALML4", + "C14orf39", + "C1orf210", + "CAPS2", + "AURKAIP1", + "BIRC3", + "C2orf49", + "CCDC28A", + "CAVIN1", + "APOF", + "C5orf47", + "BDNF", + "CADM3", + "CBLL1", + "C11orf58", + "C20orf181", + "C3orf33", + "CADM1", + "BTN1A1", + "ACTL9", + "BPHL", + "CACNG7", + "C1orf198", + "CAMTA1", + "CCDC62", + "APBB2", + "C9orf153", + "CCR3", + "CAPN2", + "CBLB", + "C8B", + "C17orf50", + "BTC", + "CBR1", + "CAPRIN1", + "CASP3", + "CABS1", + "BDH1", + "CCDC177", + "BTBD10", + "C16orf92", + "C4orf50", + "ARSL", + "BCL6", + "C16orf82", + "CABP2", + "C1orf94", + "CCDC140", + "AZGP1", + "C9orf57", + "CA13", + "BCR", + "CATIP", + "CA4", + "CCN4", + "C9orf85", + "CA9", + "BMPR1A", + "C1QL1", + "ARRB2", + "CAT", + "C9", + "CCDC51", + "C3orf38", + "CACTIN", + "CCDC22", + "CCDC115", + "C19orf48P", + "C7", + "CAND1", + "CCDC160", + "CAMKK2", + "ATP6V0A2", + "BRINP1", + "CCDC148", + "AP1G2", + "C2orf74", + "CCDC142", + "CCR5", + "C20orf96", + "C19orf38", + "BTBD17", + "CASP7", + "C5orf63", + "CACNA1G", + "CBFB", + "CAPNS2", + "C17orf78", + "CARS2", + "CAMKV", + "C1orf21", + "BCAP31", + "CAGE1", + "BDKRB1", + "C12orf76", + "C6orf89", + "CD1C", + "CA5A", + "C1orf185", + "CCNJL", + "CCDC125", + "BUD31", + "C19orf47", + "BCAR3", + "CCDC17", + "CALCOCO1", + "CACTIN-AS1", + "CACNA2D2", + "CASP8", + "C2orf68", + "CA3", + "CD226", + "CAPN9", + "CCDC9B", + "CC2D1B", + "CASTOR1", + "CAMK4", + "CASP2", + "C2CD4D", + "C1QTNF6", + "CCNB1IP1", + "C1orf122", + "CACHD1", + "BCAT1", + "C18orf54", + "C17orf107", + "CD109", + "C20orf202", + "CAB39L", + "CCDC71L", + "BTN2A3P", + "C1QTNF12", + "CAPZA1", + "CCSAP", + "CABP1", + "CCDC85B", + "ARFGEF1", + "CACNA1A", + "CAPN6", + "C3orf62", + "CCL25", + "CBL", + "CASK", + "CCDC87", + "CASP6", + "CAPS", + "BHLHE22", + "CATSPERB", + "CDKN2B", + "CDH8", + "C1orf220", + "C1orf146", + "BCL2L14", + "C2orf76", + "CALCA", + "AWAT2", + "CCDC116", + "C6orf147", + "CARD6", + "CHST12", + "CCSER2", + "CALML3", + "BARX2", + "C3orf20", + "AKR1D1", + "CA6", + "CDC14C", + "CCKBR", + "CACNA1S", + "CDKN3", + "CAPN1", + "B4GALT6", + "C22orf23", + "CACNA1F", + "BLTP3B", + "CCR8", + "BIRC6", + "C6orf136", + "C5orf34", + "BMI1", + "CCDC157", + "CALM2", + "BOC", + "C15orf39", + "CBFA2T2", + "CAPZA3", + "CDKN2A", + "BTNL9", + "CCDC144CP", + "CAPRIN2", + "CBLN1", + "CDC37", + "BTG2", + "CCDC60", + "CCNJ", + "CBX2", + "CAP2", + "CD83", + "BRS3", + "BTBD3", + "BPIFB1", + "ANXA2P3", + "CCDC171", + "CCDC15", + "C3P1", + "CARD9", + "BCL2L11", + "CCL11", + "CACNG3", + "BMP5", + "C2CD4C", + "CD300E", + "CES4A", + "C1QTNF3", + "C12orf56", + "CCDC30", + "CABCOCO1", + "CASTOR3P", + "CDK5R1", + "CCDC102B", + "C9orf163", + "CARD11", + "CCDC63", + "CARD16", + "CACFD1", + "CARTPT", + "CCDC166", + "BRAT1", + "CDKN2A-AS1", + "CACNA2D3", + "CADPS", + "C5AR2", + "CBLN3", + "CCDC136", + "CCR1", + "C2CD4B", + "C5orf46", + "CD302", + "CD247", + "CDKL4", + "CFAP300", + "CAMK2B", + "C12orf54", + "CBARP", + "CCDC24", + "CETN1", + "CCNQ", + "CCL28", + "C8orf44", + "C3orf70", + "CCDC183", + "CCDC59", + "CDH19", + "BRINP2", + "C2CD2L", + "CAPZB", + "CBX1", + "CADM2", + "CALCR", + "CASQ1", + "CDC42", + "CCDC89", + "CDX4", + "CCDC38", + "CALML5", + "C20orf144", + "BUB1B", + "CCDC149", + "CCDC102A", + "CCDC80", + "C8orf58", + "BET1L", + "CD209", + "CD69", + "C1orf53", + "CC2D1A", + "CCDC73", + "CD9", + "CDIP1", + "CCL20", + "CELF2", + "B4GALT1", + "CANX", + "CCDC92", + "CACUL1", + "CCDC7", + "CD300LG", + "CASC3", + "CAMP", + "CABIN1", + "CCNE1", + "CDO1", + "CDC34", + "CDS1", + "CDKN2B-AS1", + "CALHM5", + "BTNL2", + "CEP57L1", + "CAST", + "CEP164", + "CABP7", + "CCER1", + "CCHCR1", + "CCDC124", + "CCL5", + "CADM4", + "CDAN1", + "CDC16", + "CDH10", + "C2", + "CCDC40", + "C6orf52", + "CCL17", + "CFAP251", + "C21orf58", + "CFL2", + "CCAR1", + "CAMKK1", + "CD1E", + "CCNG2", + "CHCHD1", + "CARMIL3", + "CDC42SE1", + "CCDC97", + "BAALC", + 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0000000000000000000000000000000000000000..4e6b6e89fb2862678136d3c3963ea704f8dbe595 --- /dev/null +++ b/p3/regress/Ocular_Melanomas/significant_genes_condition_Obesity.json @@ -0,0 +1,8754 @@ +{ + "significant_genes": { + "Variable": [ + "A2ML1", + "A1BG", + "A2M-AS1", + "AAGAB", + "AADAT", + "AARS2", + "AADACL2", + "AAK1", + "AAMP", + "A4GALT", + "A3GALT2", + "AARS1", + "AASDH", + "AADACL3", + "ABHD16A", + "AAMDC", + "ABCC10", + "A1BG-AS1", + "ABCA8", + "ABCC8", + "ABCB1", + "ABCC5", + "ABHD15", + "ABHD12B", + "A2M", + "ABCA11P", + "ABHD11", + "ABCC13", + "ABHD3", + "ABCA13", + "AASDHPPT", + "ABITRAM", + "AASS", + "ABCA5", + "ABCA4", + "ABTB2", + "ABCB10", + "ABCG1", + "ABCB4", + "ABHD14A", + "AACS", + "A1CF", + "ABHD17B", + "ACOT12", + "ACOX2", + "AARSD1", + "ABCA3", + "ABCA10", + "ACTC1", + "ACO2", + "ACER3", + "ABCC9", + "ABCB9", + "ABHD17C", + "ACSL1", + "ABLIM2", + "ACCS", + "ACTBL2", + "ACAT2", + "ACAA2", + "ABCG5", + "ABCA7", + "ACOT4", + "ACTL6B", + "ABHD10", + "ABI3", + 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"ACSF3", + "AKR1B15", + "ALG6", + "ALG13", + "AGK", + "ASB15", + "AFF2", + "ACYP1", + "AP5M1", + "AMHR2", + "ADAM8", + "ANKRD34B", + "APC", + "ARHGEF2", + "ADGRB1", + "ANKRD6", + "ACTN3", + "ALK", + "ADAMTS15", + "AMPH", + "APPL2", + "ALDOC", + "ANTXR2", + "ANGPTL7", + "ANGPTL8", + "AFAP1L1", + "ADAMTSL2", + "AOC2", + "AMOTL2", + "ALG3", + "ANXA5", + "ANKH", + "ANXA4", + "ANO10", + "ACSM5", + "ALOX12P2", + "ALOXE3", + "ADAMTSL3", + "AP1B1", + "AGA", + "ARHGAP27", + "ANP32A", + "ANO8", + "ARCN1", + "ADCYAP1", + "ARHGAP12", + "AKR1C8", + "ALDH9A1", + "ARFGAP2", + "ACTRT1", + "ANKZF1", + "ARF1", + "AICDA", + "ANKK1", + "ANKRD7", + "AJM1", + "ADARB2", + "ARF6", + "AIPL1", + "ANKRD33", + "ARHGAP15", + "ADGRG7", + "ANP32B", + "ALDH1A2", + "ANKRD53", + "AOPEP", + "ABCA9", + "ACP7", + "AMPD2", + "ARHGDIG", + "AFAP1", + "APH1A", + "ALKBH5", + "APTX", + "ALDH2", + "ANTKMT", + "AMN1", + "ADAD1", + "AP1S2", + "ARMH1", + "AMFR", + "APBA3", + "AMMECR1L", + "APCDD1", + "ACSL5", + "ANKRD18DP", + "ALMS1", + "AHSG", + "AGBL5", + "APOBEC3D", + "AOAH", + "ARMCX5-GPRASP2", + "ADGRG3", + "ACKR1", + "ADIRF", + "ANKRD50", + "AMOTL1", + "ANKRD46", + "APOL5", + "API5", + "ABRA", + "ANKRD1", + "AMZ2", + "ANKRD39", + "APOL2", + "ARHGAP30", + "ANKRD33B", + "AQP2", + "ADCY4", + "ATOH1", + "ANKLE1", + "AP1AR", + "ANKRD26P3", + "ANKRD24", + "APOC1", + "ANKFN1", + "AKAP1", + "ACTR5", + "ARHGEF12", + "AMD1", + "ANKRD36C", + "ANXA9", + "ARIH2OS", + "ARLN", + "ANGPTL5", + "ANO4", + "AGO1", + "AQP12A", + "APP", + "ARGLU1", + "ARL3", + "ANKRD44", + "ANKRD28", + "ARGFXP2", + "ANO6", + "ARMC1", + "ARFGAP3", + "ANKRD13A", + "ARHGEF39", + "ACE2", + "APOBEC3F", + "ANK2", + "ANXA10", + "ANXA3", + "ATF3", + "APIP", + "APCDD1L", + "ANKRD20A8P", + "APOA4", + "ARL5C", + "ALYREF", + "AP3S2", + "ARL2BP", + "ANKAR", + "AP5B1", + "APOD", + "ARMCX3", + "ARMC10", + "ADHFE1", + "ALDH7A1", + "AKT1S1", + "AP3B1", + "APOOP5", + "ANXA7", + "ANKRD26P1", + "ARL4D", + "ANXA6", + "AKR1B1", + "ALG5", + "ARL14", + "ARHGEF28", + "ADNP2", + "ARRDC1-AS1", + "ADAMTS18", + "AIFM2", + "APLP1", + "ANKRD34C", + "ANKRD18A", + "ALS2", + "ARL6IP1", + "ADAM22", + "APEH", + "AHSP", + "ADAMTS19", + "APOBR", + "APOM", + "AGBL1", + "ALG10", + "AMIGO1", + "ARL6", + "ARL14EPL", + "ANKRD29", + "ANKRD12", + "ALKBH6", + "ALX4", + "APLN", + "AGL", + "ARIH2", + "APOA1", + "ANXA2", + "ARPC5L", + "ANO3", + "ASB8", + "ASPA", + "ANGPTL6", + "ALX3", + "ARHGAP35", + "AIMP1", + "ALKAL2", + "ARHGAP45", + "APOB", + "ALPK1", + "ACAD8", + "ARHGAP11A", + "ANKRD26", + "APOL6", + "ASIC5", + "ADAMTS8", + "ANKS1A", + "ANGPTL3", + "ASCC1", + "ALG9", + "ARHGEF5", + "ATG5", + "ARHGEF10L", + "ARL11", + "AP5S1", + "ALKAL1", + "AHRR", + "ANXA2R", + "AKAP14", + "AP3B2", + "ARL9", + "AP1M1", + "AKAP3", + "APOC3", + "APLNR", + "ATP10B", + "ARPC4", + "ANOS1", + "ART4", + "APBA2", + "ARL4C", + "APOBEC3B", + "AGBL4", + "ANKRD23", + "AP3S1", + "ARHGEF7", + "ARL8A", + "AP4B1", + "ARL13B", + "ARSB", + "ATOH7", + "ANXA13", + "ARAP1", + "ANKRD65", + "ANAPC2", + "AGGF1", + "ADGRF1", + "ARRDC3", + "ADISSP", + "APOBEC1", + "APOA5", + "ATP2A2", + "ALDH4A1", + "ADGRF4", + "ATF5", + "APMAP", + "ASB16", + "ANXA2P2", + "ARRDC4", + "ANKFY1", + "ANAPC1", + "ANKRD2", + "APLP2", + "ARAP3", + "ANP32CP", + "APBB3", + "ASCL4", + "ARL6IP5", + "ARMCX1", + "ARID1A", + "ANO9", + "APOLD1", + "ACSL3", + "ALDH3A2", + "ADGRD2", + "ARL6IP6", + "ARR3", + "ARSJ", + "ANO5", + "APPL1", + "ARMS2", + "ADAD2", + "APRT", + "ANKRD11", + "ARMC7", + "ASB14", + "ATP5F1A", + "ASB6", + "AP5Z1", + "ARL2", + "ARHGAP17", + "AOC1", + "ARHGEF17", + "ARHGEF3", + "ANKS3", + "ARHGEF37", + "ASB9", + "ANKHD1", + "ANKRD17", + "APAF1", + "AOC3", + "ARFGEF2", + "AOX1", + "AQP9", + "ATG16L1", + "AMBP", + "ARHGEF40", + "ARRDC2", + "ANXA2P1", + "ANKRD63", + "ALKBH2", + "ANLN", + "ALDH5A1", + "ARHGAP5", + "AIRE", + "ASB16-AS1", + "ARMCX6", + "AOC4P", + "ARAF", + "ATF7", + "APOO", + "ARG1", + "ARHGAP8", + "ANTXR1", + "ANKMY2", + "ATF6", + "APBB1", + "AKR7A2", + "ARHGEF16", + "ATP6V0E1", + "ANAPC16", + "ANG", + "AQP7", + "ANKRD30B", + "ARL6IP4", + "ARAP2", + "ATP5IF1", + "BCL2L12", + "ASPDH", + "ARF5", + "ASL", + "ATG9A", + "ARID3C", + "ARRDC3-AS1", + "ARID2", + "ASCL1", + "APLF", + "ARRDC1", + "AP1S3", + "APCS", + "AQP1", + "ATAD3B", + "ARHGAP42", + "AURKAP1", + "ANKRD27", + "ASH1L", + "ARMC6", + "ARHGAP1", + "ATP13A1", + "ABHD12", + "ALDH6A1", + "ARPIN-AP3S2", + "ARHGAP33", + "ASRGL1", + "AKAP8", + "ATOH8", + "ATP1B4", + "ARMC2", + "AP2M1", + "ATF6B", + "ASPHD2", + "AP2S1", + "ATAD5", + "AKAP8L", + "APC2", + "ANKRD13C-DT", + "ATXN1", + "ARRDC5", + "AP2B1", + "ASTL", + "APBA1", + "ARHGEF11", + "ARHGEF10", + "ATP8B2", + "AQP6", + "ATG2B", + "ASPRV1", + "ASIC1", + "AKR1A1", + "ASB5", + "ASB18", + "ASPSCR1", + "ANKRD49", + "ATG10", + "AIDA", + "AMY2B", + "APRG1", + "ATP1A4", + "ACTL9", + "ARL8B", + "AMER3", + "ANKRD30BL", + "ATG16L2", + "ATP6V1E2", + "ARPP21", + "ARL5B", + "AQR", + "ARHGEF33", + "ATAD2", + "ATP1B1", + "ACBD4", + "AEBP1", + "ANKRD13C", + "ASB1", + "AP3M2", + "AGO2", + "AMER1", + "ARHGEF9", + "ARHGAP26", + "ARL13A", + "ATAD3C", + "B3GNT8", + "ARHGAP44", + "ASB12", + "ATF7IP", + "ANKDD1A", + "ARK2C", + "ATXN8OS", + "ATG4B", + "ARHGEF26", + "ASF1B", + "ATP6AP1", + "AXDND1", + "ARHGEF4", + "ARHGEF38", + "ATE1", + "AR", + "ANKRD13B", + "ATP2B2", + "ANKRD30BP2", + "ATP8B4", + "ATG4A", + "ATOSB", + "ARPC1B", + "AMMECR1", + "ASCL3", + "ATP6V1C2", + "ATIC", + "ARHGEF15", + "BAIAP2L2", + "ANKIB1", + "ASXL2", + "APOA2", + "ASF1A", + "ARL4A", + "ASAP2", + "ALCAM", + "ARID5B", + "ATP5ME", + "ATAD2B", + "ARMCX4", + "ARHGEF6", + "ART1", + "ATE1OSP", + "ATXN2L", + "B3GNT3", + "ANP32AP1", + "ARMC8", + "ATF4", + "AMH", + "APOH", + "ATG14", + "B9D1", + "ARHGEF18", + "ATG9B", + "ATP6V0D2", + "ATG4C", + "BAALC-AS2", + "AP1M2", + "ADH4", + "ASGR1", + "ARL15", + "ARHGAP11B", + "AQP11", + "ARSD", + "ANKRD18B", + "ATP7A", + "ATP6V0B", + "BBOX1", + "ATP5MF", + "ARV1", + "BCAT2", + "ALDH18A1", + "ASTE1", + "ARHGAP32", + "ARID4A", + "ASH1L-AS1", + "ANGEL1", + "ATL3", + "ASXL1", + "BICDL2", + "ARL16", + "ARRB1", + "AP2A1", + "ATP1A1", + "ATP6AP2", + "ASB2", + "ACCSL", + "ANKRD45", + "ASH2L", + "AHI1", + "ARHGAP23", + "ARK2N", + "ADCK5", + "ARF4", + "ARG2", + "ARID1B", + "B3GALT4", + "ARHGDIB", + "B3GNTL1", + "ARSI", + "APOL3", + "ATP10A", + "BAP1", + "AXIN1", + "ARHGAP40", + "ARHGAP39", + "ATP10D", + "BBS1", + "ASB7", + "ANAPC11", + "ARHGEF19", + "ARID4B", + "ASIC4", + "ARB2A", + "ATP6V1G1", + "ATP5F1EP2", + "BASP1P1", + "ARMH3", + "ANKS1B", + "ASXL3", + "APOL4", + "ATG4D", + "BEGAIN", + "ARHGAP9", + "ASGR2", + "ARHGAP36", + "BATF2", + "APH1B", + "ASB3", + "BABAM2", + "AURKC", + "BHMT2", + "ARHGAP20", + "ANKDD1B", + "ASB13", + "ATP2C2", + "BAG5", + "ART5", + "BCAS3", + "AVIL", + "AVPI1", + "APOBEC3C", + "BACE2", + "ATP6V0C", + "AVPR2", + "ARSF", + "ANAPC10", + "ARHGAP6", + "ATG101", + "ALG12", + "ATG12", + "AWAT1", + "ASTN2", + "ARC", + "ATP5F1B", + "BCL2L10", + "ARMC5", + "ANKRD30A", + "ARFIP2", + "ARVCF", + "ARHGEF35", + "ATPAF2", + "BAG4", + "ATP5F1C", + "AZIN1", + "ATF7IP2", + "ARHGAP29", + "AKIRIN1", + "ATP6V0A1", + "ANKRD62", + "ANO2", + "ASB11", + "ARTN", + "ATP6V1G3", + "BATF3", + "ATRN", + "ATG2A", + "ARHGAP4", + "ANO1", + "ASPG", + "ATXN10", + "B3GALT5", + "BEX1", + "ASAP1-IT1", + "BEND2", + "ARHGEF25", + "BACH1", + "ATP9B", + "ASZ1", + "ARMC9", + "ATP4B", + "BCL10", + "BEX2", + "ALS2CL", + "BCAP29", + "ASCC3", + "BAZ1A", + "BCKDK", + "AURKB", + "BBX", + "ATP12A", + "BSPH1", + "BDNF-AS", + "BTF3P11", + "ARMC12", + "AP2A2", + "ATRIP", + "ASAP1", + "ARHGAP28", + "ATP2B3", + "ARL14EP", + "ATP6V1C1", + "ATP6V0A4", + "ARSH", + "ATP23", + "ARMC3", + "B3GNT4", + "AREL1", + "AP4M1", + "BCOR", + "BTF3L4", + "ATG3", + "ARL5A", + "AUP1", + "ATP8B3", + "ARID3A", + "BEX5", + "BMP7", + "BCO1", + "BHLHE23", + "ATXN2", + "ARHGAP25", + "ATP5PF", + "ARFRP1", + "B4GALT7", + "BCDIN3D", + "ARIH1", + "BANF2", + "ARMH4", + "ATP6V1E1", + "ATP5MC2", + "ASNSD1", + "ATP11AUN", + "AK9", + "BEND7", + "ATOX1", + "ATF1", + "ASIP", + "ATP5MJ", + "ARPC5", + "BLVRB", + "BMS1P20", + "BMERB1", + "ARSG", + "BAHCC1", + "ATAD1", + "B3GALT1", + "ATRNL1", + "ARMCX5", + "ASCL5", + "BAMBI", + "ALKBH1", + "AP4E1", + "ATP6V1A", + "AVEN", + "ARNT", + "BPIFA2", + "ARHGAP21", + "B3GNT7", + "ATOSA", + "ATXN7L3", + "ATP2A1", + "BARHL1", + "BCCIP", + "BHLHE41", + "BASP1", + "ANKRD9", + "BCRP3", + "BEX3", + "BEND6", + "ANTXRL", + "ALG14", + "ASB4", + "AIRIM", + "ARPC2", + "ARPC1A", + "B4GALT4", + "BRINP3", + "ATG7", + "ATCAY", + "AP4S1", + "B4GALT2", + "ARF3", + "ATP9A", + "BICC1", + "BST2", + "B3GNT9", + "ARHGAP24", + "BFAR", + "ALPK2", + "ARL1", + "BCORP1", + "ARSA", + "BCL2A1", + "BMP15", + "BPTF", + "BEST1", + "ASPM", + "ARHGAP22", + "AP3D1", + "B4GAT1", + "ATG13", + "BBIP1", + "ATP11C", + "BECN1", + "BLM", + "ATP8B1", + "ATP2B1", + "BAZ2B", + "BAIAP2L1", + "B3GALNT1", + "BEST2", + "BLID", + "C11orf97", + "BAG2", + "ATP8A1", + "BRDT", + "ARHGEF1", + "B3GALT2", + "BNIP3L", + "C19orf18", + "B3GNT5", + "C19orf81", + "ASPN", + "BAIAP3", + "ARHGAP31", + "B3GLCT", + "BFSP1", + "BMPER", + "AUNIP", + "BAIAP2-DT", + "ASAP3", + "ATL2", + "ATP13A4", + "APOE", + "ATP13A5", + "ATRX", + "BMS1P4", + "BCL2L13", + "ACAA1", + "B3GAT2", + "BRI3BP", + "BGLAP", + "BLTP3A", + "ATP6V0D1", + "ATXN1L", + "BIN1", + "BCKDHB", + "ATXN3L", + "ABCA12", + "BMAL2", + "BLCAP", + "BARHL2", + "ATXN7L1", + "BPIFA4P", + "BCL2", + "ASAH1", + "BRAF", + "ARHGDIA", + "C11orf65", + "AUH", + "ATPSCKMT", + "BEND3", + "AP1G2", + "BCL6B", + "BARX1", + "BAZ2A", + "ATP6V1F", + "BTG1", + "BNC1", + "BEST3", + "BPIFA1", + "C12orf60", + "BCL7B", + "ATP13A3", + "BRD4", + "BLVRA", + "B4GALNT2", + "BAAT", + "BORCS5", + "AQP10", + "BTLA", + "B3GALT6", + "BAG6", + "BCL7C", + "C19orf44", + "ASIC2", + "ATRAID", + "ATP6V1H", + "BID", + "BTK", + "ANXA1", + "B3GNT2", + "BPIFB3", + "BRF1", + "AVP", + "ARSK", + "ATP11B", + "BICRAL", + "BBOF1", + "C15orf40", + "ATAT1", + "BMP2K", + "ATP5PO", + "ARFGEF3", + "B2M", + "AVPR1A", + "BCO2", + "ATM", + "ATP6V1B1", + "ASNS", + "C14orf93", + "BCL2L15", + "BABAM1", + "ATP5MC3", + "AQP4", + "ARL10", + "ASB10", + "ASS1", + "BDKRB2", + "BRD7P3", + "BNIP3", + "C16orf54", + "BCAS1", + "ATP1B3", + "C1orf116", + "BTNL10P", + "C11orf98", + "C3orf52", + "BRF2", + "BICDL1", + "ASB17", + "ATP1A2", + "BST1", + "BTG4", + "BPNT2", + "C16orf87", + "BEND4", + "BTBD6", + "BCS1L", + "ATP1A3", + "BANP", + "C12orf42", + "C5orf58", + "ASPH", + "BCL11B", + "BUD23", + "BRWD1", + "ATP8B5P", + "APOBEC2", + "BTBD2", + "BUB1", + "BSND", + "ATN1", + "BBS12", + "C11orf87", + "BNIP1", + "C10orf105", + "BORA", + "BEND3P3", + "ATP5PD", + "BOLL", + "BMP8A", + "C14orf132", + "BDH2", + "ASCC2", + "BTN2A1", + "BLTP1", + "BMP10", + "BARD1", + "C22orf31", + "BRWD1-AS2", + "BNC2", + "BIRC7", + "ATP6V1B2", + "BET1", + "BLTP2", + "BRD10", + "ATR", + "BOLA1", + "BAK1", + "ATP5F1E", + "ATP1B2", + "C11orf21", + "ARNT2", + "ATP5MG", + "BIN3", + "BRD7", + "BPIFB2", + "AVPR1B", + "B9D2", + "BCAS2", + "ART3", + "BACH2", + "BICRA", + "C1QL2", + "BICD2", + "BNIP2", + "BYSL", + "ARPC3", + "C1orf52", + "C10orf53", + "BHMT", + "BCAM", + "ADH5", + "BAX", + "C16orf89", + "BTBD16", + "ASPHD1", + "ANGEL2", + "C1orf226", + "C1orf87", + "ARSL", + "BCL3", + "BRD1", + "C16orf78", + "BCHE", + "BAG3", + "AZI2", + "C17orf67", + "ASTN1", + "BICD1", + "BRME1", + "ATP5PB", + "BSDC1", + "BBS7", + "BTBD7", + "AXIN2", + "AZU1", + "C16orf86", + "B4GALNT3", + "ARMT1", + "C2orf15", + "BMP8B", + "ATL1", + "C1QTNF1", + "ALDH1B1", + "C10orf95", + "C22orf46P", + "BTRC", + "BEX4", + "BRIP1", + "BRD2", + "AKR1D1", + "BIK", + "B4GALNT4", + "BOLA3", + "BAD", + "BIN2", + "C19orf73", + "BLOC1S1", + "C2orf69", + "C17orf99", + "C1orf50", + "AS3MT", + "BTNL3", + "C1orf159", + "BACE1", + "BHLHE40", + "BHLHA9", + "C19orf84", + "ARFGEF1", + "BMP1", + "C6", + "B4GALT5", + "BBS5", + "BCLAF1", + "BSN", + "BTN3A1", + "BIRC8", + "BLOC1S6", + "C1orf162", + "BSPRY", + "BOD1L1", + "ATP6V0E2", + "ARID5A", + "BRSK2", + "BBS2", + "BAZ1B", + "C1R", + "BNIP5", + "ANXA2P3", + "C11orf24", + "BRPF3", + "C15orf61", + "BIVM", + "BTBD18", + "ATP7B", + "C16orf46", + "C10orf88", + "ATP6V1D", + "AUTS2", + "C19orf33", + "AP1S1", + "APEX2", + "C1orf167", + "C1QTNF7", + "BCKDHA", + "C3", + "C4orf17", + "C6orf163", + "BRD3", + "C3orf80", + "C11orf71", + "C1orf115", + "ARX", + "BBS9", + "BPIFC", + "AQP4-AS1", + "C10orf120", + "BCL11A", + "CA2", + "ATP2A3", + "C2CD4A", + "ATXN3", + "C2orf88", + "ATXN7", + "ATP1A1-AS1", + "C5orf22", + "BAIAP2", + "ARMCX2", + "CACNB1", + "BOD1", + "C2orf81", + "CALHM6", + "B4GALT3", + "BANK1", + "BLMH", + "BPI", + "C11orf91", + "BRSK1", + "ANGPT2", + "CA11", + "BBS10", + "C11orf86", + "BTN3A2", + "CACNB3", + "BEAN1", + "C1QA", + "ATXN7L2", + "C1D", + "C4orf33", + "C1QL3", + "ATP8A2", + "BTBD1", + "C11orf40", + "C1orf216", + "BMF", + "BPNT1", + "BGN", + "C5orf52", + "C20orf173", + "C1GALT1C1", + "BCAR1", + "C12orf57", + "BROX", + "BSCL2", + "BTBD9", + "BOK", + "BRMS1", + "BMP3", + "BCAN", + "BTN2A2", + "C6orf62", + "BCL9", + "ATP4A", + "C2CD5", + "BUD13", + "C10orf55", + "BCAS4", + "BNIPL", + "BOP1", + "BPESC1", + "CARD17P", + "BRK1", + "BTBD8", + "BLOC1S2", + "C4orf36", + "C10orf62", + "C11orf68", + "ASAH2", + "ATP5MC1", + "BEND5", + "B3GAT3", + "BMAL1", + "AMBN", + "C2CD2", + "ATF2", + "BEST4", + "C5AR1", + "CALB1", + "C2CD6", + "C22orf39", + "C15orf62", + "C1orf105", + "ADGRE4P", + "C8orf74", + "CAMK2N1", + "B4GALT1", + "BLK", + "B3GNT6", + "BRD9", + "BLZF1", + "BCL2L2", + "BANF1", + "C4B", + "BMP4", + "CATSPERZ", + "CAP1", + "CALM1", + "APEX1", + "BLNK", + "CARINH", + "BBC3", + "C1QTNF4", + "CAVIN2", + "C15orf32", + "CA10", + "CACNA1H", + "C3orf36", + "BHLHA15", + "BRCA1", + "BLOC1S3", + "BCL6", + "BORCS8", + "C2orf78", + "C2orf80", + "C4orf51", + "BRMS1L", + "BSG", + "C19orf53", + "C2orf72", + "C20orf141", + "BRAP", + "C8orf33", + "BPGM", + "BAHD1", + "C8orf76", + "C6orf141", + "CASP5", + "BMPR2", + "BCL7A", + "BMS1", + "CARHSP1", + "BRD8", + "AURKA", + "BRCA2", + "BCAR4", + "BRIX1", + "C9orf43", + "C18orf32", + "BUB3", + "C3orf18", + "C19orf67", + "C17orf100", + "CAMK2D", + "CASR", + "C1RL-AS1", + "C14orf180", + "CCDC144NL", + "CALB2", + "ANKRD54", + "CCDC168", + "C3AR1", + "ATPAF1", + "CACNA2D1", + "CA14", + "ASIC3", + "BDP1", + "BTBD10", + "BTF3", + "B4GALT6", + "B3GALT5-AS1", + "BRWD3", + "CAAP1", + "BTAF1", + "C9orf40", + "C8orf88", + "C4BPA", + "BTBD17", + "AURKAIP1", + "BCL2L1", + "BCL2L11", + "C8G", + "C16orf96", + "C1QTNF9B", + "CAPN12", + "C5orf24", + "BSX", + "CCDC144BP", + "C2orf42", + "C7orf57", + "C16orf74", + "ATAD3A", + "C6orf132", + "C3orf49", + "BORCS7", + "BTN3A3", + "C11orf54", + "ARFIP1", + "C21orf91", + "C1orf174", + "ATP13A2", + "BPIFB1", + "BHLHE22", + "CBLN2", + "CA12", + "C8A", + "BRI3", + "CAMKMT", + "ATP6V0A2", + "CACNG4", + "CALR", + "BCR", + "CAPSL", + "CBLN4", + "BPIFB4", + "CCDC9", + "BCAP31", + "C1QTNF9", + "CACNG2", + "C11orf42", + "C1RL", + "C6orf120", + "C5orf47", + "CCDC126", + "CASP10", + "CABP5", + "C2orf66", + "CALD1", + "C22orf42", + "C6orf15", + "CASKIN1", + "C1orf198", + "CCDC174", + "CA5B", + "BZW2", + "C17orf78", + "CARM1", + "BDNF", + "C19orf48P", + "CBX6", + "BORCS6", + "CAV3", + "C5orf63", + "CACNG5", + "BTN2A3P", + "C20orf181", + "CC2D2B", + "BMP6", + "ATP5F1D", + "C6orf147", + "CAPN8", + "ATP2C1", + "BATF", + "CAVIN1", + "CCDC163", + "CALML4", + "CAPRIN1", + "CDRT15P1", + "BRCC3", + "CCDC62", + "BCORL1", + "CCDC134", + "C12orf43", + "CBLB", + "C9orf153", + "CADM1", + "C1orf210", + "CAT", + "C9orf57", + "ASCL2", + "C7", + "CA4", + "C1orf21", + "CCDC28A", + "C2orf49", + "C15orf48", + "C18orf54", + "CACNG7", + "CAPS2", + "C9orf85", + "C11orf58", + "CA13", + "CBR1", + "BPHL", + "CAPN2", + "C4BPB", + "C8B", + "BMPR1A", + "CCR3", + "C1orf185", + "BTC", + "C8orf34", + "CBLL1", + "C3orf38", + "CCR5", + "CA9", + "CCDC140", + "CABP2", + "CAMTA1", + "BRINP1", + "CADPS2", + "CABS1", + "BDH1", + "C14orf39", + "C1orf94", + "CA8", + "CCDC51", + "CCN4", + "CARF", + "CCDC177", + "CASP3", + "BCAT1", + "C20orf202", + "CATIP", + "CA5A", + "CAPNS2", + "CCDC160", + "CADM3", + "CACNG6", + "CCDC115", + "CCDC22", + "ALAS1", + "C4orf50", + "C3orf33", + "CARS2", + "CAMKV", + "CBFB", + "CACNA2D2", + "BUD31", + "C9orf152", + "CAGE1", + "CACNA1G", + "C17orf50", + "C16orf92", + "BMI1", + "CAND1", + "C20orf96", + "CACTIN", + "C17orf107", + "C1QTNF12", + "ATP2B4", + "ATP6AP1L", + "CCNJL", + "C9", + "BDKRB1", + "CCDC17", + "CCDC142", + "CAMKK2", + "C1QTNF3", + "CASTOR1", + "CALCA", + "C3P1", + "BTD", + "CD1C", + "AGPAT2", + "C1orf146", + "CASP2", + "C2orf68", + "CCDC9B", + "C1QTNF6", + "CCNB1IP1", + "BAG1", + "BZW1", + "C2orf74", + "CD226", + "CASP7", + "CA3", + "BOC", + "CAPN9", + "CASP8", + "AWAT2", + "C1orf53", + "BCL2L14", + "CACTIN-AS1", + "C6orf89", + "CABP1", + "CBL", + "CACHD1", + "CAMK4", + "CASK", + "C19orf47", + "CCSAP", + "CCDC71L", + "CAPZA1", + "CATSPERB", + "CCDC116", + "CCDC125", + "CD109", + "APBB2", + "CARD6", + "C12orf76", + "CCDC85B", + "CCDC148", + "CAPS", + "CAPN6", + "CASP6", + "CCKBR", + "CAPZA3", + "BTNL8", + "CCL25", + "CC2D1B", + "C9orf163", + "CDC14C", + "CACNA1A", + "CCSER2", + "CCDC87", + "C1QL1", + "BLTP3B", + "ATMIN", + "C16orf82", + "CACNA1F", + "CDKN2B", + "C8orf44", + "C1orf220", + "CAPRIN2", + "CCDC157", + "CHST12", + "CAPN1", + "CALM2", + "CACNG3", + "CDH8", + "CBFA2T2", + "CAB39L", + "CBLN1", + "CDKN3", + "C14orf119", + "CALML3", + "CALCOCO1", + "C5orf34", + "CASTOR3P", + "C2CD4D", + "C2CD4C", + "APBB1IP", + "CCDC15", + "C12orf56", + "CCDC144CP", + "CCDC63", + "CCNJ", + "BCL9L", + "CACNA2D3", + "CAPZB", + "CCR8", + "CDC37", + "CARD16", + "CCDC60", + "CALML5", + "C3orf20", + "CDKN2A", + "CBX2", + "B3GAT1", + "C17orf75", + "CDKN2A-AS1", + "C1QL4", + "CD302", + "CAP2", + "CCDC30", + "CBARP", + "BARX2", + "C2", + "CDK5R1", + "CADPS", + "CACNG8", + "CABIN1", + "CCR1", + "CCDC166", + "CARTPT", + "CCL28", + "BPIFA3", + "C22orf23", + "CACUL1", + "CALCR", + "CCDC59", + "CD83", + "C6orf118", + "CES4A", + "C8orf58", + "CCDC171", + "CARD11", + "CD300E", + "AZGP1", + "C11orf16", + "BUB1B", + "C2CD4B", + "CAMSAP1", + "BET1L", + "C3orf62", + "C8orf82", + "CCDC102B", + "ATP11A", + "CFAP300", + "CACNA1S", + "AP3M1", + "ATP5MK", + "CCL11", + "BFSP2", + "C19orf38", + "CAMK2B", + "CBLN3", + "C3orf22", + "C6orf136", + "CA6", + "C2orf76", + "CD247", + "CAMP", + "C12orf50", + "BMP2", + "CCDC124", + "C20orf144", + "CETN1", + "CASC15", + "CDKL4", + "CCDC149", + "CCDC24", + "C5", + "CCNQ", + "CD9", + "CDX4", + "CBX1", + "CDIP1", + "BLOC1S4", + "CCDC38", + "CCDC169", + "CCNE1", + "BTBD19", + "CCDC136", + "CDC14B", + "CCDC183", + "BTN1A1", + "BAALC", + "CDC42", + "CDH19", + "ARPP19", + "CCNG2", + "CCDC102A", + "CACFD1", + "CC2D1A", + "CASQ1", + "CABCOCO1", + "CCDC97", + "CDKN2B-AS1", + "CCDC92", + "CD69", + "CARD9", + "CFAP251", + "CADM4", + "CEP57L1", + "C6orf52", + "BRS3", + "CCL5", + "CCDC7", + "CELF2", + "CAPN3", + "CDC16", + "CDAN1", + "CCHCR1", + "CDC34", + "CCDC89", + "CDS1", + "CCDC73", + "CCER1", + "CAST", + "CD209", + "CFL2", + "B3GALNT2", + "CCAR1", + "CCDC34", + "CDK17", + "CCDC167", + "CEP164", + "AVL9", + "CCDC80", + "CCL20", + "CALCRL", + "BIRC5", + "CDC42SE1", + "CCDC40", + "CASC3", + "CDO1", + "CASQ2", + "CCL17", + "CDH17", + "BMP5", + "CBLC", + "CD1E", + "C5AR2", + "CD44", + "APOF", + "C1orf122", + "CCDC154", + "CADM2", + "C5orf46", + "CD300LG", + "CEND1", + "CASP8AP2", + "BCAR3", + "CD40LG", + "CDCA7L", + "CDHR1", + "CARD14", + "CIMIP7", + "BTBD3", + "CEACAM19", + "CHCHD1", + "CCDC127", + "CANX", + "CABP7", + "CCNL2", + "CBX8", + "CCDC93", + "CH25H", + "BPIFB6", + "CAPG", + "BIRC3", + "C6orf58", + "CDH10", + "CES3", + "CASS4", + "CALY", + "CACNA1E", + "CCT3", + "CAMLG", + "CFAP96", + "C21orf58", + "CDK1", + "CDC14A", + "C3orf70", + "CCL19", + "CCNC", + "CNTN6", + "CELF6", + "C1orf56", + "CCDC150", + "BIRC2", + "CNKSR3", + "CCNY", + "CAVIN4", + "CDCP1", + "CFHR3", + "CDADC1", + "CARMIL3", + "CCNB3", + "CCN1", + "CAMTA2", + "CCAR2", + "CDH18", + "C8orf48", + "CDH13", + "CD151", + "CCDC181", + "BIRC6", + "CIMAP3", + "CERS2", + "CD2BP2", + "CGREF1", + "CAPNS1", + "CASP4", + "CD7", + "CCDC83", + "CAD", + "CCDC138", + "CDHR4", + "CASP14", + "CCDC86", + "C2CD2L", + "CDH22", + "CELSR1", + "C10orf71", + "CCND1", + "C15orf39", + "CALCB", + "CAMK2A", + "CD300LD-AS1", + "CEACAM3", + "CES1P1", + "BMPR1B", + "CLVS2", + "CES5AP1", + "CCNH", + "CCDC172", + "GLRA2", + "CLEC3B", + "CHEK2P2", + "CAMKK1", + "BBS4", + "CARMN", + "CCR7", + "CHCHD10", + "CD5", + "CHST2", + "CD46", + "CEP44", + "CEP97", + "CD6", + "CALHM4", + "CAPN13", + "CLRN1-AS1", + "CIMIP6", + "CCDC78", + "F5", + "C1QBP", + "CEACAM16", + "CDH4", + "CDKL5", + "CCIN", + "CCNT1", + "CHKB", + "CAPN10", + "CBY3", + "CFAP206", + "CHST15", + "CDK18", + "CALR3", + "C10orf67", + "CDH20", + "CPLANE2", + "CIRBP-AS1", + "CAMK1D", + "CFAP126", + "CCDC178", + "CATSPER2P1", + "BRICD5", + "CEP112", + "CHRNB1", + "CCDC28B", + "C2CD3", + "CDH12", + "CCR9", + "C9orf72", + "COMMD4", + "CDH1", + "CFAP20", + "CEBPG", + "CCER2", + "CBX4", + "CCDC141", + "CBR3", + "CCDC27", + "CD1D", + "C12orf75", + "CCR10", + "CCT4", + "CASP9", + "CARD8", + "CCDC6", + "CD33", + "CDC42EP2", + "CEP19", + "CCDC88C", + "CFAP184", + "CCL1", + "COL11A1", + "CCNK", + "CCDC162P", + "CDKL2", + "CEACAM7", + "CATSPER3", + "CCNL1", + "CD8A", + "CD244", + "CEMP1", + "CCK", + "CD72", + "CACNA1D", + "CDH24", + "CCDC69", + "CSH1", + "CLEC4D", + "CENPX", + "CCNT2", + "AXL", + "CCL15", + "CFLAR", + "BTNL9", + "CHMP4B", + "CLCA2", + "CHD1L", + "CD70", + "C7orf25", + "CACNA1B", + "CIAO3", + "CD22", + "CD40", + "CFAP97D1", + "BTG3", + "CDK16", + "CD19", + "DNAJB7", + "CDNF", + "CCDC65", + "CCDC66", + "ELAC2", + "CFDP1", + "CEP43", + "CELF1", + "CCDC90B", + "CCBE1", + "CLEC1B", + "CASC8", + "CFAP44", + "CCL7", + "C12orf54", + "CPA3", + "CFL1", + "CIMIP5", + "CLUHP3", + "CCDC186", + "CNDP1", + "CLK2", + "CD163", + "CCSER1", + "CARS1", + "CCNP", + "CHST8", + "CCDC14", + "CD163L1", + "CNTN4", + "DICER1-AS1", + "CD300LD", + "DEUP1", + "CDK5R2", + "DDX51", + "CCL23", + "CFAP36", + "COMMD7", + "CLDN17", + "CITED1", + "CLDN15", + "DPP4", + "CEP15", + "CST11", + "CDKN1A", + "CHD2", + "CLCN7", + "CCM2", + "CACNA1I", + "CEP68", + "CDV3", + "CCL2", + "CALHM5", + "CDKN2AIPNL", + "C9orf50", + "CCDC82", + "CNNM3", + "CYP4X1", + "CA5BP1", + "CEP135", + "CLDN6", + "CHST11", + "CCDC122", + "CCDC91", + "CHMP1B", + "CCDC185", + "CCN6", + "CGA", + "FUNDC2P2", + "CFAP43", + "APOBEC3G", + "CDH9", + "CLUAP1", + "CADM3-AS1", + "CDH26", + "CETN2", + "CD79B", + "C10orf90", + "CHD5", + "COX15", + "CCDC39", + "CEP170B", + "CA1", + "CKAP4", + "CARD19", + "CHST3", + "CITED2", + "DPY19L2P4", + "CAV1", + "CDK8", + "CCT6B", + "CFAP20DC", + "CAMK1G", + "DENND10P1", + "CDYL2", + "CHLSN", + "CATSPERE", + "CCL21", + "DNAJC9", + "CLIC2", + "CHMP4A", + "CAMK2G", + "DLEU2L", + "CCDC54", + "BRINP2", + "CASP1", + "H2AC14", + "C19orf12", + "C1QB", + "CDC42BPA", + "CIMAP2", + "CCNG1", + "CCPG1", + "DEFB135", + "CENPF", + "CPM", + "AMBRA1", + "CCNO", + "CEACAM5", + "CEP126", + "CCDC18", + "CEBPA-DT", + "CLPTM1L", + "CCDC146", + "CAPN7", + "DOK6", + "CNBD2", + "CFAP141", + "CERS5", + "CDK2", + "CDH11", + "CCDC170", + "CRB1", + "CDS2", + "FAM9C", + "CCDC8", + "CMPK2", + "CHIAP2", + "LLPH", + "CFAP58", + "DUT", + "CHN2", + "CNP", + "C1orf54", + "CDC42EP5", + "HMSD", + "CCDC175", + "GLOD5", + "CSGALNACT1", + "CDX2", + "DEFB116", + "CGN", + "CD14", + "CD48", + "CIAO2B", + "DHRS9", + "CCL13", + "CDH7", + "CMA1", + "CHMP2B", + "C1orf35", + "DSCR4", + "DIRC3", + "FBXO43", + "CTNNA3", + "CFP", + "CLCN4", + "CELSR2", + "CFAP46", + "DEPP1", + "CFAP90", + "CFHR2", + "CD2", + "CER1", + "C6orf47", + "COL15A1", + "OR13C8", + "CHAC1", + "CDC5L", + "CERS6", + "CLDN23", + "CLDN9", + "OR10C1", + "CRIPTO3", + "CKMT2", + "IL4", + "CFAP119", + "CHUK", + "CHGB", + "CLC", + "CCDC77", + "CFAP144P1", + "CFAP45", + "CLEC4C", + "CLEC4GP1", + "TRPV3", + "C1S", + "CEP55", + "CLBA1", + "CITED4", + "CCNYL1", + "COG6", + "CMKLR2", + "CENPI", + "CALHM2", + "CBY2", + "CLIP4", + "CCL18", + "C1QTNF2", + "CD82", + "HSFY1P1", + "CD1A", + "CCNA1", + "CELF5", + "SPMIP10", + "CFAP53", + "COLQ", + "CFAP97", + "CD248", + "CFAP57", + "CIT", + "EGFEM1P", + "COA5", + "COX10", + "CASD1", + "GDNF", + "CMTM6", + "CLDN11", + "CENPC", + "CACYBP", + "GLUD2", + "CSMD1", + "GOLGA8H", + "CCDC25", + "CFAP418", + "CHRNA7", + "TEX35", + "CDK20", + "CIB3", + "CNBP", + "ERICH2", + "CHRM3", + "INHBC", + "CLECL1P", + "GCNA", + "CRH", + "CIBAR2", + "CLDN7", + "C16orf90", + "CABLES2", + "CDK2AP2", + "CEP41", + "CHERP", + "CORO6", + "CMTM1", + "CXCR6", + "CASKIN2", + "CENPL", + "DEDD2", + "DGCR6", + "DROSHA", + "CNNM2", + "C9orf78", + "DEFB134", + "OR8D1", + "INSL6", + "CHI3L2", + "CETN4P", + "CTXN2", + "DNAJB8", + "CLDN22", + "GCSAML-AS1", + "BTG2", + "UGT1A3", + "CYP3A43", + "C19orf25", + "CDC42EP1", + "C1QTNF8", + "DNAAF2", + "CDT1", + "CCDC158", + "CIPC", + "CCDC74B", + "LINC02872", + "SCARNA15", + "BBLN", + "FAP", + "DPY19L3", + "CRSP8P", + "CIMIP2C", + "DNAJC22", + "CHSY1", + "FAM107B", + "EBF1", + "CELA2B", + "CBR4", + "CACNA1C", + "COX7A2", + "CDKN2AIP", + "CUEDC2", + "CCDC191", + "CILP", + "BRAT1", + "CBX3", + "KRTAP9-9", + "CUBN", + "CES1", + "DNASE1", + "CTNS", + "CDK14", + "DZANK1", + "CSNK1A1L", + "CETN3", + "CD55", + "CCDC159", + "CLDN25", + "CDIN1", + "CLDN2", + "CD34", + "OCM", + "COL4A5", + "CLGN", + "CD1B", + "CFAP210", + "LSM12", + "CHRM1", + "CD207", + "CD74", + "EIF2B4", + "CNMD", + "CNDP2", + "CNTNAP3", + "CDHR3", + "TTC32", + "GALK1", + "CDKL1", + "CMBL", + "KCNV2", + "C22orf15", + "CHRM2", + "DHRS7", + "TBC1D30", + "CCDC43", + "CCND3", + "CAPN11", + "CSNK1A1P1", + "ELFN2", + "CD84", + "CLRN3", + "CHMP4C", + "DUSP5", + "CCDC190", + "CLIC4", + "CRYGD", + "CDCA3", + "INHBA", + "EPGN", + "CMAS", + "CDC25A", + "CLOCK", + "CST4", + "CCDC85A", + "DNAJB9", + "CPVL", + "CUX1", + "CEP76", + "MC2R", + "CELF4", + "CALM3", + "FOXO3B", + "CD80", + "CEACAM4", + "CEP170", + "CLEC9A", + "EML1", + "GOLGA8IP", + "CCR4", + "PIK3R3", + "CKS2", + "COQ5", + "CHDH", + "CRELD1", + "CHRDL1", + "CCN2", + "CEBPD", + "CBS", + "CST8", + 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/dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Arrhythmia.json @@ -0,0 +1,2745 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "AAMDC", + "ABCA2", + "AADAT", + "ABCA8", + "AACS", + "A2M-AS1", + "ACBD5", + "AAGAB", + "ABHD5", + "ACP6", + "ABCA1", + "ABHD15", + "A2M", + "AASDH", + "ACO1", + "ABHD17B", + "AASS", + "ABI2", + "ADAM17", + "ACYP1", + "ACIN1", + "AARS1", + "ABHD11", + "ABHD10", + "ACBD3", + "AASDHPPT", + "ABHD14B", + "AAK1", + "ABHD6", + "ACAD11", + "ABHD2", + "ADAM23", + "ADAM10", + "ABCC3", + "AGTPBP1", + "A1BG-AS1", + "ABCB7", + "ACYP2", + "ADPRM", + "ACP2", + "ACP1", + "ACVR1", + "AMFR", + "ABCC4", + "ABCE1", + "ABHD17C", + "AGBL5", + "A4GALT", + "ABRAXAS1", + "ABI1", + "AFP", + "ACOT13", + "ABCB6", + "ACTR5", + "ABHD12", + "ABCB10", + "ADAMTS10", + "AARS2", + "AGRN", + "ACTG1P4", + "APOLD1", + "ACAN", + "ABCA3", + "AGPAT4", + "ACE", + "ADPRS", + "ABLIM3", + "ABCA6", + "ABHD4", + "ADAMTSL3", + "ACADSB", + "ABCF2", + "ABHD14A", + "ABCF1", 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"ACOX3", + "ATXN1", + "CCNJ", + "BRPF1", + "ASH1L-AS1", + "CEP43", + "CAMLG", + "CACFD1", + "BAZ1B", + "C12orf76", + "ASNSD1", + "C5orf34", + "BDNF", + "CCRL2", + "BCL9L", + "BPTF", + "ARIH1", + "CD34", + "CBR1", + "C17orf100", + "B3GNT9", + "CASP7", + "ANAPC16", + "ATF1", + "ATP6V1E1", + "ACTN1", + "ATP6V0E2", + "C8orf88", + "BTBD7", + "CAST", + "BID", + "BRMS1", + "ATP5F1A", + "ARHGDIB", + "CD200", + "ATF2", + "CDC16", + "BAX", + "C9orf40", + "AS3MT", + "CADPS2", + "CCBE1", + "CHUK", + "C12orf75", + "CASD1", + "AGTR1", + "CCDC90B", + "CAP2", + "CAMK2N1", + "ADD3", + "BLVRA", + "ATP1A1-AS1", + "AK4", + "C18orf21", + "CD276", + "CHD9", + "BBS2", + "CCDC18", + "ARHGEF3", + "ARAP1", + "CD82", + "CAMK2D", + "C1orf50", + "CEP41", + "CASC15", + "AUP1", + "BRD9", + "BABAM2", + "ASPN", + "CDK3", + "CDKN2A", + "CAVIN4", + "ARL1", + "ATP1B1", + "CEPT1", + "BCL2L1", + "CENPQ", + "C8orf34", + "ADGRG2", + "ALKBH3", + "BEND6", + "CBLN4", + "AUH", + "CCNY", + "BUB1", + "CCDC137", + "ADNP", + "AP1G2", + "CCDC163", + "CBR4", + "CASTOR2", + "ATG2A", + "ATP6AP2", + "BMPR1B", + "CA12", + "BEX4", + "ANKRD12", + "ATF4", + "ASB3", + "CD36", + "BCR", + "BTAF1", + "BLTP3A", + "CCP110", + "ATG10", + "CFAP107", + "BDP1", + "C1QBP", + "CHST15", + "C6orf136", + "CDH2", + "BMERB1", + "AMY2B", + "C1QTNF3", + "C19orf12", + "CHAF1A", + "CD14", + "BECN1", + "CCDC107", + "ARL4C", + "CAPN2", + "C1orf216", + "C11orf58", + "CCDC50", + "CDKN2C", + "ATXN7", + "CHD8", + "CD9", + "BOP1", + "ABRAXAS2", + "BIRC6", + "BCS1L", + "CCDC71L", + "CCDC85A", + "ATP6V0C", + "BUB1B", + "AP3M2", + "ARHGEF4", + "CAPN3", + "C6orf120", + "ARL6IP6", + "CDKN1A", + "CCT6P1", + "CD320", + "BOLA2B", + "AMACR", + "B4GALT6", + "CFLAR", + "CCNK", + "CDKAL1", + "BHLHE40", + "C3orf62", + "CCDC125", + "C2orf69", + "AKIP1", + "CD274", + "BBS4", + "CALHM6", + "CALCRL", + "CHST11", + "BAZ2A", + "C5AR1", + "ATXN3", + "BTBD9", + "C19orf53", + "C3orf80", + "COPS4", + "BANK1", + "C2orf68", + "CALM1", + "ATAD2B", + "ARHGEF10L", + "AMPD2", + "AZIN1", + "ARID4B", + "CCDC8", + "AK9", + "CNNM2", + "ATG5", + "BRAF", + "CCDC51", + "ARLN", + "CAMTA2", + "CACNA2D3", + "ARMH3", + "BMPER", + "CCDC121", + "CCDC120", + "ARHGAP44", + "CDK5RAP3", + "CEP290", + "ASPM", + "BLOC1S3", + "CANT1", + "CEP63", + "CDK16", + "CHTF8", + "BTG3", + "BEND7", + "AMIGO2", + "CBX5", + "BRMS1L", + "ATP7A", + "CCDC25", + "ADGRL4", + "CHD1", + "CARD8", + "C6orf47", + "CARD10", + "CFAP96", + "CSN1S1", + "ASTN2", + "BZW1", + "CDC23", + "CHPF", + "ARB2A", + "BAALC", + "CEP192", + "ARHGAP19", + "CASP2", + "ATP1A1", + "BLOC1S4", + "CAMSAP2", + "CFAP157", + "C18orf54", + "CCHCR1", + "CHST12", + "C16orf89", + "CCDC14", + "CDC27", + "ATOSA", + "ARHGEF28", + "CENPI", + "CEP104", + "CEBPG", + "ALKBH7", + "BCORL1", + "CLEC11A", + "CDKN2AIP", + "CAND2", + "ABCC10", + "BOLA2", + "CLTCL1", + "CEP164", + "C10orf88", + "CAP1", + "CCDC91", + "CNIH4", + "CNGA3", + "AVL9", + "CDKN1B", + "C1orf52", + "CCNI", + "BTBD10", + "C8orf82", + "C16orf46", + "COA4", + "BIRC3", + "CHST7", + "CCDC117", + "C12orf43", + "BMS1", + "C22orf39", + "CCSAP", + "CACYBP", + "ATRX", + "CCDC136", + "ANXA2", + "ANTXR1", + "ANKRD35", + "CIAO2A", + "CLASRP", + "APELA", + "APOBEC3C", + "CHN1", + "CCDC59", + "ADSS1", + "CD2BP2", + "ALG1", + "APAF1", + "CBR3-AS1", + "CANX", + "BHLHE41", + "CCN6", + "ARL2", + "CAB39", + "CDT1", + "ATG4A", + "CCDC174", + "CEP350", + "C2CD5", + "C2CD3", + "CAT", + "CWF19L1", + "AKR7A2", + "CASP1", + "ALDH1L2", + "CLDN11", + "CEBPD", + "CHCHD10", + "ALMS1", + "CCNB1", + "CEP112", + "CCN2", + "CIAPIN1", + "CAMK2N2", + "CIAO2B", + "ATP5MF", + "BDH2", + "CHST6", + "CDK20", + "BCCIP", + "CSNK1G2", + "B3GNT7", + "CERCAM", + "CCDC149", + "CARD6", + "ATP6V0D1", + "CEP295", + "CIB1", + "CNNM3", + "BRINP1", + "CCDC43", + "CCN4", + "CCNO", + "CHTOP", + "ARHGEF2", + "CCZ1", + "BLTP3B", + "CHRDL1", + "C3orf70", + "CLUAP1", + "APH1A", + "CCDC66", + "CPA4", + "CD99L2", + "CCDC127", + "COA5", + "CDKL3", + "CA5B", + "AP4B1", + "CNOT6L", + "CLN3", + "CEP95", + "CDIP1", + "CHMP2A", + "CDYL2", + "AQP1", + "CAMKK1", + "CD44", + "CEP15", + "ASAP3", + "ANKRD37", + "CHDH", + "CDH6", + "COL6A1", + "CERS1", + "CBFB", + "CHSY1", + "CHD1L", + "CNTNAP2", + "CABLES1", + "CITED2", + "CD24", + "ASH2L", + "COA6", + "CORIN", + "CEP55", + "CLK2", + "CBLB", + "BMS1P1", + "CNN3", + "BPNT2", + "CILP", + "CCDC97", + "COL5A3", + "CEP76", + "C21orf91", + "CD47", + "CCL2", + "BUD23", + "CMTM7", + "B3GNT2", + "CNTNAP3P2", + "CD58", + "CDS1", + "CD40", + "CLCA2", + "CLPTM1L", + "C3orf33", + "ASB8", + "BCL10", + "COLCA1", + "BBS7", + "CALHM2", + "ARPIN", + "CEBPZ", + "ANKRD30B", + "CELSR2", + "BSCL2", + "CDCP1", + "COG5", + "CELSR3", + "BOLA3", + "CHCHD7", + "CDRT4", + "BLCAP", + "BST1", + "CDK19", + "ATXN7L3B", + "C15orf48", + "CHMP1A", + "B2M", + "COL10A1", + "CFDP1", + "CFAP298", + "CNTLN", + "CLGN", + "ARL6IP1", + "BCL3", + "CDC123", + "BCOR", + "C19orf18", + "COPG2IT1", + "ATP5F1D", + "CEP70", + "CDC37", + "C1S", + "CIMAP3", + "CADPS", + "BMP4", + "CHKB-CPT1B", + "ACTN4", + "ATP10A", + "CHAMP1", + "CCDC80", + "CDK17", + "CAVIN1", + "BOK", + "BPNT1", + "CCDC115", + "CIAO3", + "CCNE2", + "B3GLCT", + "COPZ2", + "CLTC", + "CHCHD3", + "ARMCX6", + "CISD1", + "ATP11A", + "CLCF1", + "CDK15", + "C1orf53", + "C7orf25", + "ADGRD1", + "BGLAP", + "CSTPP1", + "CHURC1", + "COX2", + "C2CD2", + "CDCA2", + "CSMD2", + "CHCHD4", + "BNC1", + "COCH", + "BPI", + "CCDC89", + "ADAMTS10", + "CMTM3", + "CASP3", + "CLINT1", + "COL15A1", + "CLPTM1", + "CCT3", + "CKLF", + "CD163L1", + "CDK12", + "CENPU", + "CBR3", + "CLCN5", + "BIN3", + "BTG1", + "CTSH", + "BOD1L1", + "COIL", + "CENATAC", + "DDO", + "CPT2", + "CD68", + "CTDNEP1", + "ARF6", + "CDC42SE1", + "APBB3", + "CCDC34", + "CCND3", + "B3GALT2", + "CARD19", + "CLCN3", + "CHFR", + "D2HGDH", + "ANXA2P2", + "CBY1", + "CKS2", + "CDR2L", + "CTC1", + "CD248", + "ADNP2", + "CDK5RAP2", + "COMMD8", + "BTRC", + "CAMK2G", + "ALS2", + "COX19", + "AURKA", + "ATP7B", + "CFAP97", + "BACE2", + "CCSER2", + "CMAS", + "B3GAT3", + "CPT1A", + "CDC42SE2", + "COPS5", + "CLSTN1", + "CAPZA2", + "CDK1", + "CEP89", + "CABYR", + "ANKRD20A5P", + "ATP5F1B", + "C9orf72", + "CARNMT1", + "CFAP36", + "COQ2", + "ATP11B", + "ATG101", + "CWC22", + "CCNG1", + "CBX7", + "ARHGAP6", + "CRYM", + "CNP", + "CRLF1", + "CD164", + "CBX4", + "CCDC74A", + "CCND2", + "CGRRF1", + "COX1", + "BST2", + "CCN5", + "COMMD5", + "BEX3", + "CHD7", + "ATXN10", + "CD151", + "CNTRL", + "CEMIP", + "APEX1", + "CLEC2B", + "CRBN", + "AVPI1", + "ARHGAP11A", + "C6orf89", + "CCNH", + "BRWD3", + "COG1", + "CEP162", + "CARM1", + "CFL2", + "CHID1", + "AOX1", + "ATG16L1", + "DDRGK1", + "CCT8", + "C9orf85", + "CDC42EP2", + "CDIPT", + "CACNA2D1", + "CNRIP1", + "C2orf81", + "CCNA2", + "CREBBP", + "C18orf32", + "CST4", + "CHMP7", + "COPB1", + "ADD2", + "CHPT1", + "ARK2N", + "CDK2AP1", + "CEP170", + "CDYL", + "CMAHP", + "C1QTNF7", + "CALD1", + "CHCHD5", + "CLPP", + "CCDC12", + "CHM", + "BLVRB", + "CMPK2", + "CALM2", + "ATG12", + "CEP68", + "CLOCK", + "CCL26", + "CCNC", + "CDC42EP3", + "CFAP263", + "CCT7", + "CSE1L", + "ACOT2", + "CIT", + "CRIP1", + "CHMP4A", + "CLDND1", + "CRELD1", + "CNPY3", + "ARMC10", + "DDX23", + "CBX3", + "COL6A3", + "CGNL1", + "CKAP4", + "CRYBB2P1", + "CCDST", + "CRELD2", + "CTIF", + "CENPBD2P", + "C15orf61", + "CDCA4", + "CCNL2", + "CRYZ", + "CSAD", + "COQ4", + "CHKB", + "CENPW", + "CDC14B", + "ATP6V0B", + "CTDSPL", + "C2", + "C1orf198", + "CLN8", + "ATAD2", + "BCLAF1", + "CELSR1", + "CXXC5", + "C1QTNF5", + "CPSF7", + "C17orf58", + "ATP23", + "CNOT7", + "CMC4", + "CCNB2", + "CISD2", + "BUB3", + "BTN3A3", + "CEP20", + "BEGAIN", + "CEP57", + "CMTM4", + "C16orf87", + "CCDC92", + "ANKRD36", + "CCN1", + "CBFA2T2", + "CSTF3", + "CAPN5", + "CUTALP", + "CYB561D1", + "CDK7", + "CCL13", + "CRLF3", + "CLSPN", + "C2CD2L", + "AUTS2", + "CEP170B", + "CREB3L1", + "CENPL", + "APOL2", + "CKAP2L", + "CDC37L1", + "CASP4", + "CPED1", + "CTF1", + "CELF2", + "CMC1", + "AKAP17A", + "CMTR1", + "CACNB3", + "CHMP4B", + "CCT6A", + "CXCL9", + "BMP1", + "DBF4B", + "CPAP", + "ATP6V1G3", + "CDO1", + "COG2", + "CSKMT", + "BET1L", + "CLDN1", + "CTNNB1", + "DGCR6", + "COX7A1", + "ASL", + "BBOF1", + "COPS3", + "COASY", + "CFAP69", + "DLX4", + "COPZ1", + "CAPRIN1", + "CSNK2A2", + "ANKRD13A", + "CD46", + "COX15", + "CALR", + "COL14A1", + "CIBAR1", + "COX7B", + "CCDC186", + "CENPB", + "CDKL1", + "CHN2", + "C1orf43", + "CHML", + "CFH", + "CHMP1B", + "BAHCC1", + "CKB", + "CRK", + "CRIM1", + "ATP6V0A1", + "AMOTL1", + "CAAP1", + "CYTH1", + "CD2AP", + "ALG3", + "CDR1", + "CCDC102B", + "CDC42BPA", + "CD99", + "CYP2E1", + "CCDC77", + "CMPK1", + "CWC15", + "CASC3", + "C1orf174", + "CLU", + "CALU", + "DDX52", + "COL7A1", + "BRK1", + "CTNNBL1", + "CBLL1", + "BAK1", + "AP5M1", + "CXCL6", + "COQ8A", + "C11orf87", + "CFD", + "DNAJC27", + "COBLL1", + "CMTM6", + "CDH10", + "CSTF2", + "CSF2RB", + "CRNKL1", + "CEP57L1", + "CNOT10", + "CCT5", + "CPEB2", + "CXXC1", + "BACE1", + "CINP", + "CYP2R1", + "COMMD10", + "CDK13", + "CWF19L2", + "CHPF2", + "DANCR", + "CLPX", + "COX4I1", + "C2orf42", + "BORA", + "CSPG4", + "CHST3", + "CHEK2", + "CDC7", + "CIRBP", + "CTHRC1", + "CDPF1", + "COL2A1", + "CPD", + "CTAGE15", + "BTG2", + "CEP97", + "DCAF4", + "CKAP5", + "CHORDC1", + "CNOT9", + "COX6C", + "CARS1", + "CYP4X1", + "CDCA8", + "BTN3A2", + "C2orf49", + "CLIP1", + "APBB2", + "CENPE", + "CFAP68", + "COL18A1", + "CSRNP2", + "DENR", + "CDK14", + "DDX27", + "CPS1", + "CEP250", + "DAZAP2", + "DGKE", + "CLIP4", + "COQ10B", + "CLASP2", + "CXCL12", + "CDKN1C", + "ANO10", + "DCAF1", + "DOCK9", + "BRD4", + "CTBS", + "CREB3", + "CD63", + "CDK4", + "CIAO1", + "CLCN6", + "COTL1", + "CMSS1", + "CAPRIN2", + "CRNDE", + "ATXN1L", + "CAMK1D", + "COQ3", + "CCT4", + "COPG1", + "COPS7B", + "CENPH", + "CCNF", + "COX10", + "CENPBD1P", + "BICD1", + "CHEK1", + "CTDSP2", + "CSNK1D", + "DENND3", + "COLGALT1", + "CDH1", + "COPS2", + "AKR1C3", + "CLDN12", + "CAPS", + "DGKD", + "CCDC22", + "CDCA7L", + "DDA1", + "CD59", + "DENND1B", + "CDC42EP4", + "CLIC1", + "CP", + "C2CD4B", + "COX7A2P2", + "CDADC1", + "ASH1L", + "CTNND1", + "C15orf40", + "CARD16", + "DCAF17", + "BNC2", + "DNAJB11", + "ARRB1", + "CCDC167", + "CREBZF", + "ANKRD20A9P", + "DDAH1", + "DECR2", + "CPEB4", + "CCDC69", + "CLEC3B", + "DMXL1", + "DDX46", + "CXCL1", + "CLCN7", + "ATAD3A", + "CPLANE2", + "CRISPLD1", + "CCDC6", + "CXCL14", + "DGKH", + "COA1", + "CFL1", + "COP1", + "C5", + "CKS1B", + "DNPH1", + "BTBD6", + "COL1A2", + "DZANK1", + "DHFR", + "CDC73", + "CBS", + "CLIP3", + "CUTA", + "CA5BP1", + "CNOT1", + "COL6A2", + "ATP5MG", + "CCT6B", + "COL4A4", + "CPNE1", + "CIZ1", + "DDR2", + "EDF1", + "DUXAP10", + "DDX17", + "BDKRB1", + "C1RL", + "CSNK1G3", + "DLG5", + "CPSF1", + "CCDC93", + "BSDC1", + "CHI3L2", + "CRYZL1", + "DCAF7", + "C6orf52", + "ATP6V1B2", + "DMTF1", + "CSGALNACT2", + "CIC", + "CHST10", + "BEND3", + "DDIT4L", + "CTSL", + "CSNK1G1", + "CUEDC2", + "DENND4A", + "DENND2C", + "DCLK1", + "CPEB3", + "CYP2U1", + "CYC1", + "BORCS5", + "CLIC2", + "CMIP", + "CNTNAP3", + "CPZ", + "CTR9", + "DDX39B", + "DIP2A", + "B4GALT3", + "CDC42BPB", + "CHLSN", + "CYFIP2", + "DNASE1", + "CRABP2", + "CPSF6", + "CYB5A", + "DAG1", + "DCLK2", + "DAGLB", + "CTCF", + "CNKSR3", + "CC2D1B", + "DDX19A", + "DCLRE1C", + "CYB5R1", + "CENPF", + "DOK5", + "CHODL", + "DND1", + "CRAT", + "CYP2B6", + "ATP5MJ", + "CENPA", + "CSRP1", + "CNPPD1", + "DLX3", + "CIP2A", + "COL3A1", + "DENND11", + "DHCR24", + "CES2", + "DEXI", + "CAPZB", + "CHST2", + "DPH1", + "CPQ", + "CHRDL2", + "CDCA5", + "CFB", + "CCDC126", + "DAB2", + "CLK3", + "DDX20", + "COMMD7", + "CHD2", + "CPT1B", + "ENTPD1-AS1", + "CSK", + "CCDC3", + "CFHR1", + "CYP39A1", + "CCL8", + "C11orf98", + "CMBL", + "CASP6", + "CUL5", + "DLG1", + "CENPC", + "CNDP2", + "ELOVL5", + "DIAPH3", + "CMKLR1", + "DHX29", + "CDK6", + "CROCCP2", + "ATP8B3", + "CLN5", + "COPS8", + "CDK11A", + "DHRS12", + "CLDN22", + "CDH13", + "COL8A1", + "EHD1", + "CORO1B", + "AP2B1", + "DYNC1LI1", + "CEBPB", + "CENPT", + "CRKL", + "CYP27A1", + "DDX11", + "CYSRT1", + "ARNT2", + "DAXX", + "AXL", + "CLDN23", + "CRTAM", + "CETN2", + "DXO", + "COPS9", + "CDK5RAP1", + "DIP2B", + "DCN", + "DDX21", + "CCNYL1", + "COMMD9", + "DUS1L", + "DAAM2", + "CYP7B1", + "CACNB4", + "DAPK1", + "BCL2", + "DCAKD", + "DDB1", + "DSCC1", + "BCAS4", + "CHD6", + "CCND1", + "CRYL1", + "DYNC2I2", + "DALRD3", + "DHTKD1", + "CHCHD2", + "COQ6", + "COA7", + "DNAJC9", + "CYBRD1", + "DKK3", + "CENPN", + "COMMD6", + "DTWD2", + "CSTF1", + "CFI", + "ELP6", + "DBN1", + "DEGS1", + "CDKN2B", + "CYREN", + "DCAF11", + "DOCK6", + "CHTF18", + "COL24A1", + "CDIN1", + "COX7A2", + "EFCAB2", + "COQ10A", + "ENO1", + "CREBL2", + "DNAJC11", + "CCDC85C", + "B4GALT5", + "ECPAS", + "CIMAP1B", + "CALHM5", + "CFAP418", + "CMC2", + "CYB5R4", + "DGKQ", + "DPY19L1", + "DPP7", + "CNTROB", + "DHX33", + "CYLD", + "CLNS1A", + "CDC26", + "DCLRE1B", + "CYB5D1", + "CD109", + "CREG1", + "CCDC85B", + "DFFB", + "ERBB2", + "CRTC3", + "CHI3L1", + "DROSHA", + "DNAJB2", + "CLIC4", + "DDX19B", + "CYB561", + "CEP44", + "CDH11", + "CYB5R3", + "FAM219A", + "CAPNS1", + "C12orf57", + "DBF4", + "DBNDD2", + "ATP6V1G1", + "AKR1A1", + "E2F1", + "CDK2AP2", + "CTTN", + "DSP", + "CXCL2", + "CYGB", + "C8orf33", + "DENND5B", + "CBL", + "CCL5", + "CTBP2", + "BHLHE22", + "DDX10", + "DNAL4", + "CENPV", + "ELF3", + "COX10-DT", + "DCAF5", + "DIS3L", + "ELN", + "CPT1C", + "DDX39A", + "BOLA1", + "CIPC", + "DSG2", + "CFAP300", + "DCP2", + "EME2", + "ANKRD40", + "CSPP1", + "CYP21A1P", + "DPH3", + "CSRP2", + "CPSF2", + "CRYBG3", + "CNST", + "DDR1", + "DISC1", + "DHRS7B", + "CLMP", + "DLGAP1-AS1", + "ARHGEF10", + "DIABLO", + "CERS2", + "ENOSF1", + "CDC20", + "EPHB1", + "DNAAF4", + "DTX4", + "CSF1", + "DDIT4", + "BCL11A", + "DHRS1", + "EHD3", + "CHST14", + "DEF8", + "CLK1", + "BRAP", + "CORO2A", + "CDK2", + "DOCK7", + "B3GALNT2", + "DAPL1", + "DUSP4", + "DCAF8", + "CAMSAP1", + "DHRS7", + "DYNC1I1", + "CYTH2", + "CREM", + "CTBP1-DT", + "DNAAF9", + "DHPS", + "DLX1", + "CYB5B", + "DCP1B", + "B4GAT1", + "DYRK1A", + "DHCR7", + "DNAJA1", + "CYFIP1", + "CIMIP2A", + "DGKI", + "CTU2", + "COX3", + "CREBRF", + "CSGALNACT1", + "C17orf75", + "DCTN6", + "EIF4A2", + "DONSON", + "BCAP29", + "DAPK3", + "ANXA6", + "CHSY3", + "C1orf122", + "FAM76A", + "ASAP2", + "DYM", + "COPS7A", + "EIF2AK4", + "COQ8B", + "DIAPH2", + "CNOT6", + "DEDD", + "CCT2", + "DYNLRB2", + "DDX3X", + "COQ9", + "CLASP1", + "CAMTA1", + "CIDECP1", + "DIPK2A", + "APOL1", + "DHFR2", + "CHD4", + "AKAP11", + "DNAJC6", + "DSEL", + "CYSTM1", + "CDC42EP1", + "DIMT1", + "DUSP12", + "CAPN7", + "CD55", + "COX17", + "C3", + "ECI1", + "DDX41", + "DYNLL2", + "EED", + "DIAPH1", + "CENPX", + "DMD", + "ELF1", + "ATP6AP1", + "CYRIA", + "CYTH3", + "COL4A2", + "DLST", + "ABCC2", + "CRY2", + "ENTPD5", + "DGCR11", + "DOK3", + "DDX59", + "DNAJB6", + "DCLRE1A", + "DTD1", + "EHD4", + "CHMP3", + "CEP19", + "CTSF", + "BMPR2", + "EEPD1", + "CYB5R2", + "EBP", + "CDC5L", + "CDK5R1", + "DENND2B", + "DDOST", + "CNOT11", + "CKLF-CMTM1", + "CPM", + "AMPH", + "EYA2", + "CSNK1E", + "EPOP", + "CACNA1A", + "CORO2B", + "CPOX", + "EEF2K", + "DGCR2", + "CCDC88A", + "CDH8", + "CTPS2", + "COMMD1", + "DNER", + "DDHD1", + "DCXR", + "EFHD1", + "ELK3", + "DAB2IP", + "COL4A1", + "DSC3", + "DARS1", + "CDC25B", + "DOK1", + "ECT2", + "CYP4V2", + "CUL4B", + "ELOVL6", + "EML5", + "EFCAB7", + "DENND10", + "EYA4", + "CYB5RL", + "ATP5F1C", + "DYNC1H1", + "EPHB4", + "DNAJC2", + "COL5A2", + "EEF1E1", + "CREB3L2", + "DHRS4-AS1", + "DENND6A", + "CDK8", + "CYYR1", + "DEK", + "COPB2", + "CAD", + "EMILIN3", + "DDT", + "DEPP1", + "ELP3", + "CYP20A1", + "FASTKD3", + "DCTN1-AS1", + "DVL2", + "DDX24", + "CSDE1", + "DNAJC4", + "COG7", + "CREB1", + "CCNB1IP1", + "ENPP4", + "CLP1", + "DHX35", + "DHX36", + "DLGAP1", + "DTNA", + "CSNK2A1", + "CD81", + "CPSF4", + "DMWD", + "ENDOV", + "DENND4C", + "DUSP11", + "ENKD1", + "ERCC2", + "DDX6", + "COX7C", + "CUL1", + "DOCK8", + "DEFB1", + "CTPS1", + "DIDO1", + "EMB", + "EPM2A", + "DENND5A", + "DRAP1", + "FAM234A", + "EP300", + "ELL3", + "ATP11C", + "EIF2S2", + "CST6", + "CRYAB", + "DLK1", + "DTX3L", + "EPHA4", + "F8", + "EIF3F", + "CCAR1", + "ELAC1", + "DNAJC18", + "EGFL8", + "CAV2", + "COX6A1", + "DCUN1D1", + "CNPY2", + "CENPS-CORT", + "DAPK2", + "COL27A1", + "DDX42", + "DAP3", + "CXCR4", + "COPE", + "COMMD2", + "FAM149B1", + "ENTPD1", + "ETV7", + "DCTN2", + "DLAT", + "DOHH", + "DPY19L2P2", + "EEF1B2", + "DCHS1", + "CTDSP1", + "FAM162A", + "COX18", + "EEA1", + "EML1", + "EZH1", + "EHBP1", + "ATP13A3", + "DYNLRB1", + "COMMD3", + "ECE1", + "DUSP6", + "FASTKD2", + "DHX16", + "FBXW11", + "CNEP1R1", + "CS", + "CHMP2B", + "COX16", + "DRAM1", + "CYBC1", + "CTBP1", + "DET1", + "ELAC2", + "DGUOK", + "COL4A5", + "EID1", + "CPTP", + "CACHD1", + "DLEU1", + "ESYT2", + "DSTNP2", + "DCTPP1", + "FHIP2B", + "EML4", + "EPB41L1", + "DNTTIP1", + "EPM2AIP1", + "EXOSC2", + "FAM234B", + "CD74", + "FNDC1", + "DCUN1D5", + "DNAJB14", + "ECHDC2", + "EEF1AKMT2", + "DDX60L", + "CELF1", + "ENTPD7", + "EEIG2", + "ARHGEF7", + "CYCS", + "DHX40", + "CYP17A1", + "DKK1", + "CETN3", + "CIB2", + "EIF3H", + "EDC3", + "DIRAS1", + "ARRDC3", + "DEPDC1", + "CALCOCO1", + "DNAJB1", + "CHERP", + "FAM72A", + "CYP3A5", + "EBPL", + "CTNNA1", + "EMC3", + "FAN1", + "DCK", + "FBXL18", + "CTSB", + "FAM117A", + "DOLK", + "DCPS", + "DDB2", + "CPXM2", + "COX7A2L", + "DYNC2H1", + "CSTF2T", + "COX7BP1", + "EVA1B", + "EAF1", + "DNAJA2", + "CPNE3", + "ETFB", + "DICER1-AS1", + "FAM3C", + "EPHA7", + "FAF2", + "ELOVL4", + "ERCC8", + "DYNLT5", + "DUSP18", + "DIPK1A", + "EIF2B1", + "ELAVL1", + "FAM8A1", + "F8A1", + "EIF5A", + "DMKN", + "EFNA5", + "EIF3J-DT", + "BAHD1", + "DESI1", + "CHIC1", + "CYB5D2", + "FANK1", + "CNKSR2", + "DBT", + "DVL3", + "FKBPL", + "DNAJC30", + "CAPZA1", + "CCL7", + "EXOC4", + "CTH", + "EIF1AY", + "DNPEP", + "FBXO42", + "COX20", + "DGLUCY", + "ATIC", + "CD83", + "EVL", + "CFAP70", + "CUTC", + "DIS3", + "DUSP7", + "DMXL2", + "CUL2", + "FAM87A", + "EEF2KMT", + "CTXN1", + "CCDC47", + "DUSP22", + "EFCAB11", + "CTSZ", + "CRLS1", + "DRG1", + "CUL3", + "CMKLR2", + "ECH1", + "DUSP8", + "DDIT3", + "DNAI4", + "DGKA", + "CXCL3", + "CORT", + "FDXR", + "DZIP1", + "CSTA", + "ERC1", + "CYB561A3", + "ELP5", + "ENPP1", + "FLII", + "DBR1", + "DEDD2", + "C1orf21", + "BDKRB2", + "EFL1", + "DVL1", + "EML3", + "FAM200A", + "E2F7", + "CCNG2", + "CEP126", + "CCNL1", + "CTTNBP2", + "CBX6", + "ELF2", + "CXCL8", + "DCTN3", + "FBXO34", + "FBXO31", + "FBXO6", + "EIPR1", + "FAM114A1", + "DUSP3", + "CLTA", + "ERI2", + "CEBPZOS", + "EIF2D", + "DDX60", + "EEF1AKMT1", + "ERLIN2", + "FAM117B", + "EMC8", + "DIP2C", + "DDI2", + "EBF2", + "DAP", + "FAAP20", + "FBXO41", + "COMP", + "CLSTN2", + "CABLES2", + "DKC1", + "ECRG4", + "DPYSL4", + "FKBP4", + "DBI", + "EVI2B", + "DPY19L3", + "FAIM", + "COG6", + "CPSF3", + "COL21A1", + "COL16A1", + "EMC10", + "FDX2", + "FAM20B", + "DUSP16", + "DHRS4", + "E2F6", + "CMTR2", + "DNASE1L3", + "CUX1", + "ELFN1", + "FBXW12", + "CTSC", + "COQ5", + "ETV5", + "CDK10", + "EPHA5", + "BSG", + "DPCD", + "FAM161B", + "FABP4", + "EID2B", + "ELOA", + "FAM53B", + "FASTKD5", + "DPAGT1", + "FASTKD1", + "FAM86C1P", + "FAM193A", + "F3", + "DCAF6", + "CACNA1C", + "ELOB", + "COMTD1", + "FBXO11", + "FBXL20", + "GJC1", + "DST", + "EIF1B", + "CHP1", + "FBXO46", + "ESS2", + "CCDC86", + "BIN1", + "EGR1", + "ETV3", + "FRMD3", + "FPGT", + "FLG", + "CERS6", + "ELMOD2", + "DDX50", + "FAM83H", + "BAIAP2", + "ERCC4", + "DHX15", + "ESR1", + "EXO5", + "EIF3G", + "EIF6", + "CNTN3", + "DNAJC14", + "FAAP100", + "CWC27", + "ETFRF1", + "CRY1", + "FDX1", + "ERP29", + "CNBP", + "CLCC1", + "EFTUD2", + "EMC6", + "EIF2B3", + "EDIL3", + "FAM20A", + "FEM1A", + "CUL4A", + "DDX5", + "FAM135A", + "DDX47", + "DPM3", + "G6PD", + "FBXO4", + "EPAS1", + "FABP5", + "FKBP15", + "FKBP7", + "F2RL2", + "DUSP5", + "FAM171B", + "DCUN1D3", + "EHD2", + "FGFR1OP2", + "BMAL2", + "FAM161A", + "DCAF12", + "DNALI1", + "CCNT2", + "CXCL5", + "ERG28", + "COX5A", + "EARS2", + "DDX18", + "DAAM1", + "FRMD4B", + "FBXO7", + "ERMAP", + "DEPDC5", + "DMAC2L", + "EIF2B2", + "CERS5", + "DHRS3", + "ATF6B", + "FAM110B", + "EIF4E", + "CTSS", + "EMX2OS", + "E2F2", + "ERG", + "DNAJC13", + "EFHC1", + "CPE", + "CHCHD1", + "DTL", + "DNAJC1", + "ESCO1", + "DOP1B", + "CNOT2", + "DCTN1", + "FNDC3B", + "FLCN", + "FLRT3", + "AP5S1", + "CNTNAP1", + "CST3", + "FGD4", + "BAP1", + "DUSP19", + "COPA", + "CIR1", + "FAM66B", + "EMC1", + "BLZF1", + "EGFR", + "FPGS", + "EPHA2", + "EEIG1", + "CNIH1", + "DMAC2", + "ASCC1", + "DZIP3", + "FN3KRP", + "EDNRB", + "ELOVL1", + "EPSTI1", + "FBXO21", + "EMC4", + "DYNC1LI2", + "CHAC1", + "FGFBP3", + "COPRS", + "DCAF13", + "C5orf46", + "GRAMD1A", + "FBXO28", + "FAF1", + "CTSK", + "CCDC9B", + "DNM1L", + "CILP2", + "FGD5", + "FAM118B", + "BHMT2", + "EGLN3", + "ETFDH", + "CLCN4", + "GFM1", + "ERICH1", + "DOT1L", + "DCP1A", + "DERL1", + "CHIC2", + "EIF5", + "FBXO30", + "ERP44", + "FAIM2", + "EPHB6", + "DPF3", + "ERVK3-1", + "ELAPOR2", + "CLPB", + "DHX30", + "EXOC1", + "COG8", + "DNAJB4", + "COA8", + "FLI1", + "FCRLA", + "ENO2", + "FCHO2", + "ENTREP3", + "CTDSPL2", + "DSTN", + "CROT", + "EDN1", + "EHMT2", + "EPS8", + "EDEM2", + "CMTM8", + "GDNF", + "DYNLT1", + "DPP8", + "DDX56", + "GAS6-AS1", + "EDRF1", + "CORO1C", + "COQ7", + "FAM133B", + "FRMD6", + "FAM229B", + "CHD3", + "EIF4H", + "COMT", + "DPF2", + "FIGNL1", + "EIF2S1", + "DIO2", + "FAM3A", + "GTSE1", + "EZR", + "ERBIN", + "CDR2", + "FEN1", + "EIF3B", + "BAG6", + "CCKAR", + "CYS1", + "DYRK2", + "EXOC6", + "EPG5", + "FAM24B", + "ENAH", + "ELK1", + "GEMIN5", + "DCBLD1", + "C11orf24", + "EFNB2", + "DNAJA4", + "FGD5-AS1", + "EEF1A1", + "ESM1", + "ECHS1", + "FCHSD1", + "DOCK5", + "DCAF16", + "ESRRA", + "ELOVL2", + "ERGIC1", + "EIF4G2", + "FAH", + "FHL1", + "GUCY1A1", + "DPP3", + "FAM174C", + "DCTD", + "GAK", + "DDX3Y", + "EIF1AD", + "DNAJB12", + "EGFLAM", + "FAHD2A", + "DNM1", + "C10orf90", + "CDON", + "EMC7", + "DYNLT2B", + "DORIP1", + "EMP3", + "EIF2AK1", + "GOLGA3", + "GABPB1-AS1", + "FBLN5", + "DCTN4", + "ERCC6L2", + "FAM98A", + "GATB", + "DNAH3", + "FOXP4", + "FGFR3", + "DFFA", + "CPEB1", + "ENDOG", + "GOLGA2P7", + "ERAL1", + "DR1", + "DNAJC15", + "ATP10D", + "EID2", + "CSNK1A1", + "GLIS2", + "GK5", + "DENND1A", + "EBLN3P", + "GATAD1", + "BCAR3", + "CZIB", + "FAXC", + "EIF1AX", + "FAM120B", + "DCUN1D4", + "DLC1", + "DYSF", + "FKBP3", + "FRZB", + "DHX9", + "FZD2", + "DPH2", + "EPS15L1", + "EMP1", + "EXT2", + "DAZAP1", + "FIRRM", + "EP300-AS1", + "EPHA3", + "DNAJC10", + "EIF4A1", + "CTSA", + "GATAD2A", + "ERI1", + "GATAD2B", + "GCFC2", + "FER", + "EZH2", + "EIF4A3", + "EID3", + "DUS4L", + "FKBP8", + "FAM120A", + "DUT", + "FAM241A", + "DIRC3", + "FLT3LG", + "EPS15", + "FLJ42627", + "EPOR", + "EIF4EBP2", + "FLT1", + "FBXO16", + "FIS1", + "FAM199X", + "FKBP1B", + "DMAC1", + "FXN", + "DERA", + "GDF11", + "FANCL", + "CERT1", + "EIF4B", + "FCF1", + "DHX8", + "FAM86DP", + "GDA", + "DYNC1I2", + "EIF2B4", + "FILIP1", + "ETS2", + "EVA1A", + "FOXJ2", + "DNASE2", + "CDK5", + "COL11A1", + "COL12A1", + "GALK2", + "ENPP2", + "DPP4", + "CUL7", + "DOCK1", + "FAM50B", + "EIF4E3", + "FBXL5", + "BCAT2", + "DELE1", + "GMPPB", + "ELF4", + "ERO1B", + "FAM47E", + "DEPTOR", + "FBXO36", + "FITM2", + "H2AC11", + "EMX2", + "EDEM1", + "EBF3", + "FECH", + "ELL2", + "EREG", + "CDV3", + "FAM118A", + "FKRP", + "GIGYF2", + "FN1", + "DNM3OS", + "DEPDC7", + "APPBP2", + "ETS1", + "GLO1", + "FBXO22", + "GLI2", + "ECSIT", + "FTX", + "EPRS1", + "ECM2", + "GLCCI1", + "FRAS1", + "FARP2", + "COPS6", + "FIBIN", + "COX6B1", + "CNN2", + "FKBP2", + "GLB1", + "ESCO2", + "EGLN2", + "DPH5", + "EPC1", + "FBXW7", + "COX14", + "FGF2", + "GALM", + "CD302", + "GSPT2", + "FOXL2", + "DYNLT3", + "FAM13C", + "EGR2", + "FAM136A", + "CEP78", + "FIGN", + "FBXL7", + "DLEU2L", + "EXOC6B", + "CRIPT", + "DCBLD2", + "EME1", + "FAM76B", + "EIF2S3", + "CFAP20", + "HSD17B7", + "EMILIN2", + "EVI5", + "EYA3", + "FAM131B", + "DGAT2", + "EPS8L2", + "GATC", + "DNAI3", + "DLG3", + "GDE1", + "EPC2", + "EPB41L2", + "DIRAS3", + "EIF3E", + "EFR3A", + "DCTN5", + "FUNDC1", + "EXOSC1", + "FAM98B", + "DLD", + "FNIP1", + "CNOT3", + "GUSBP1", + "EYA1", + "FMO1", + "ERMARD", + "FCGRT", + "FAM83G", + "GGCT", + "FKBP11", + "DCUN1D2", + "DOCK11", + "DYRK4", + "DECR1", + "GNG12", + "G0S2", + "DACT1", + "GBF1", + "FTO", + "FUT11", + "FRG1", + "ESF1", + "DNASE1L1", + "EXPH5", + "FBXW2", + "EXOSC4", + "FLOT2", + "GDF1", + "GABBR2", + "CYTL1", + "HEPH", + "DENND2D", + "ETFBKMT", + "FAM217B", + "EXOC7", + "HCST", + "DOK6", + "EXOSC8", + "FBXW4", + "GAB1", + "EPN2", + "DCDC2", + "DLX2", + "DAD1", + "GPRASP1", + "FGF14-AS2", + "FOXN2", + "GPLD1", + "FAM131A", + "GRINA", + "GPER1", + "C8orf44", + "EP400", + "GTF2E2", + "CREB3L4", + "ERGIC2", + "ERO1A", + "F11R", + "GLI4", + "CLTB", + "EIF3A", + "GLI3", + "FOXC2", + "BCAP31", + "GAREM1", + "EBAG9", + "FAT1", + "COG4", + "GNPAT", + "GNE", + "GALNS", + "GDF5", + "FKTN", + "HDAC7", + "GABRB2", + "GDPD5", + "GBP3", + "FCRLB", + "FAM184B", + "DDX49", + "EXO1", + "HAUS3", + "FADS3", + "CEMIP2", + "HAS2", + "EMC9", + "FBH1", + "FSCN1", + "GPX8", + "EIF4EBP3", + "FHOD3", + "FAU", + "GTF2E1", + "H3C1", + "GOLGA6L4", + "FBRSL1", + "FNTA", + "EDEM3", + "FAM120C", + "FEZ1", + "EPB41L4A", + "GCLM", + "DOK4", + "DSN1", + "EXOC3", + "GTPBP4", + "FAM200C", + "FSBP", + "ELMO2", + "FGF13", + "GPN1", + "DNAJB9", + "FZD4", + "EMP2", + "FYTTD1", + "CAMKMT", + "DIRAS2", + "GPT2", + "DOLPP1", + "GALNT10", + "ESYT1", + "GINS1", + "CNPY4", + "GOLGA4", + "CKAP2", + "FARSA", + "CKMT2-AS1", + "COL5A1", + "HIP1R", + "EN1", + "EXOSC6", + "DPYSL3", + "DHRSX", + "GPR4", + "COMMD4", + "FAM174A", + "FGF14", + "GRK4", + "GDAP1", + "GLYR1", + "GALC", + "FBXO25", + "GEMIN2", + "FEZ2", + "HLA-F-AS1", + "DNAH5", + "HDAC5", + "GNA14", + "FMNL3", + "CLIC6", + "HIVEP3", + "FUBP1", + "CSNK2B", + "GALNT12", + "GABRE", + "GNAI2", + "GATD3", + "FTH1", + "HERC3", + "ENTPD4", + "FAM219B", + "FKBP14", + "FKSG49", + "GPATCH4", + "GFER", + "DSTYK", + "GALNT7", + "EGFL6", + "DYNC2LI1", + "EVC", + "GABARAPL1", + "DACT3", + "HPS1", + "FKBP10", + "FOXK2", + "HENMT1", + "HHIP", + "ENOX2", + "GALNT11", + "GREM1", + "GAN", + "FSTL3", + "CTTNBP2NL", + "HLA-DRA", + "EAPP", + "FGFR1", + "FOXO3", + "FARSB", + "EPB41L3", + "DNAJC5", + "CENPO", + "CTNNAL1", + "FEM1B", + "EMG1", + "HABP4", + "EIF3C", + "GNB1L", + "GDAP2", + "COL8A2", + "DYNLL1", + "DOP1A", + "FOXN3-AS1", + "FOXG1", + "CDS2", + "HILPDA", + "DNAAF10", + "GABARAP", + "ELAPOR1", + "ELOC", + "EPB41L5", + "FBXO32", + "GNRHR2", + "GTDC1", + "FOCAD", + "IL18R1", + "FANCG", + "HSD17B8", + "GLUD2", + "FAM13A", + "FZD6", + "DLX6", + "IFT22", + "EHHADH", + "ECD", + "EPHX2", + "EBF1", + "HERC6", + "FBXL12", + "HNRNPUL2", + "CREB5", + "CYRIB", + "FZD5", + "HLX", + "GPSM2", + "FGFR2", + "GPR75-ASB3", + "FBF1", + "GPC4", + "FDPSP2", + "ELP4", + "GPAT4", + "DUSP28", + "FHL2", + "GPR18", + "CRTAP", + "EEF1G", + "GMPR2", + "FZD3", + "FANCF", + "CDC42EP5", + "BORCS7", + "FURIN", + "GNG2", + "CBX1", + "DNAJC7", + "GRIA3", + "DLGAP4", + "GPI", + "BMAL1", + "FBXL2", + "CYP1B1", + "GLCE", + "EFS", + "HTRA2", + "GLOD4", + "FANCI", + "FLNA", + "EFEMP1", + "FAM114A2", + "FAM224A", + "EIF4G1", + "COL1A1", + "GMFB", + "GMPR", + "FANCD2", + "CARHSP1", + "DNAJC12", + "ELP2", + "FZD8", + "GPANK1", + "GPRC5B", + "FBXO9", + "DNAJC3", + "CDC40", + "HEIH", + "FGF7P6", + "FAM169A", + "G2E3", + "CERK", + "GPR68", + "COL22A1", + "GSPT1", + "H2BC9", + "GPATCH11", + "FAM171A1", + "CTSD", + "GNB5", + "F2RL1", + "HMGB2", + "GSTK1", + "GSTM5", + "GINS2", + "GPC2", + "GPR180", + "CSRNP1", + "HYPK", + "GUSB", + "ELOF1", + "EPDR1", + "HEXB", + "ERCC1", + "CDKN2AIPNL", + "DNAAF11", + "HLA-DQB1", + "ERCC3", + "FBXO33", + "DLG4", + "FAM220A", + "FOXL1", + "DAB1", + "G3BP1", + "ERRFI1", + "DPYD", + "GADD45B", + "ERLIN1", + "GEMIN4", + "HAUS4", + "GYS1", + "DTWD1", + "GRAMD4", + "GJD3", + "DENND4B", + "GGT7", + "HSPE1-MOB4", + "EFCAB14", + "HOMER2", + "ETAA1", + "GPN3", + "FLRT2", + "ETV1", + "GULP1", + "EIF5A2", + "CHMP5", + "GPATCH1", + "GNPTG", + "FAR1", + "ERMN", + "FOXF1", + "FAM149A", + "GPR27", + "GTPBP1", + "GPR155", + "DTD2", + "EIF2AK3", + "IFT172", + "DICER1", + "GNB4", + "BTN3A1", + "GDI1", + "EXOSC3", + "HEATR5B", + "FYCO1", + "GPR158", + "DTNBP1", + "FOSL2", + "ERI3", + "HOTAIR", + "DNMT3A", + "HPS4", + "FMO3", + "FBRS", + "GNL3", + "FLNC", + "GID4", + "FRYL", + "FAM83D", + "FOXN3", + "DLGAP5", + "GPSM1", + "HSCB", + "GTF2H5", + "FAM200B", + "GSTZ1", + "GTPBP3", + "GLIPR1", + "HYCC2", + "FTSJ1", + "DKK2", + "H2AC6", + "HOOK3", + "CISD3", + "FTL", + "GSE1", + "EGLN1", + "DNAAF5", + "EXTL3", + "GXYLT2", + "IDI1", + "EIF4EBP1", + "EPB41", + "FBN1", + "FMN1", + "GNA12", + "FAHD1", + "GOLM2", + "HPS6", + "EFNB1", + "GAS5", + "HERC5", + "ETF1", + "HYCC1", + "FOXP1", + "GLRX", + "DMPK", + "GSTM3", + "HOXB4", + "FLJ46875", + "FUNDC2", + "ERGIC3", + "GNAI1", + "EIF4E2", + "GOLGA7", + "GAS2L3", + "GLRB", + "FUS", + "FMOD", + "GPATCH8", + "GPR157", + "DNMBP", + "ERMP1", + "GIGYF1", + "GCNT1", + "GABARAPL2", + "GMEB1", + "ELP1", + "BTBD8", + "FOXD1", + "DNAJA3", + "HEXIM2", + "HECTD1", + "EEF2", + "GOLIM4", + "IGF2", + "GJA9", + "FAM223A", + "FGGY", + "GMDS-DT", + "FAM174B", + "EOGT", + "GABPB2", + "IKBKG", + "DUSP23", + "HS2ST1", + "FAM167A", + "DGCR8", + "FAM43A", + "DOCK4", + "HERC2P2", + "FKBP1A", + "EVA1C", + "FOXM1", + "HLA-DRB3", + "FNTB", + "GDI2", + "FERMT1", + "HMG20B", + "GPR39", + "HAUS2", + "GPR176", + "COLGALT2", + "GALNT16", + "GOLPH3", + "DHDDS", + "FIP1L1", + "GALNT13", + "CFAP410", + "ICAM1", + "ELOA-AS1", + "FXR2", + "HP1BP3", + "GOLGA5", + "GGA3", + "HYAL1", + "ITPR2", + "GPN2", + "CRYBB2", + "GABARAPL3", + "HAS3", + "HOXA9", + "CXCL10", + "GSR", + "HMOX2", + "GFPT1", + "CHRAC1", + "ENG", + "FGF7", + "FNIP2", + "EEF1AKMT3", + "CYP27C1", + "DUSP14", + "GNG11", + "JMJD8", + "EGR3", + "FOXJ3", + "GTF3C1", + "GRB2", + "ICA1L", + "IGFBP1", + "FOSL1", + "ETNK1", + "HNMT", + "GCDH", + "HSPA5", + "ENPP5", + "GNRH1", + "HLA-DRB1", + "HSD17B12", + "FJX1", + "IDH3G", + "FLYWCH1", + "HSPA2", + "DDX31", + "ECI2", + "ENDOD1", + "HYOU1", + "ITGAV", + "KIDINS220", + "GNA11", + "HGS", + "HSP90AA1", + "HEATR6", + "GFPT2", + "EI24", + "FAM53C", + "HIKESHI", + "GSTA4", + "GLE1", + "FUCA1", + "GSTCD", + "GAS1", + "GPD2", + "ITGA1", + "FUT8", + "GARRE1", + "IGF2BP3", + "EPHB2", + "GLB1L", + "EXOC2", + "GNPNAT1", + "CPPED1", + "BAG1", + "GYPC", + "GUF1", + "FBXL14", + "EXD2", + "DNLZ", + "HLA-DOA", + "FXYD1", + "FAT3", + "GPR146", + "ELK4", + "GXYLT1", + "DPT", + "GLMN", + "GNS", + "GOLGA8N", + "DUSP10", + "HYMAI", + "GGH", + "COL4A3", + "FMO4", + "GPR88", + "HINFP", + "GUCD1", + "INMT", + "GUSBP11", + "IER3IP1", + "FBXO3", + "F2R", + "GPR161", + "HSD17B4", + "GALNT2", + "EMD", + "FOXO1", + "DNM3", + "IRF9", + "FBLIM1", + "HSPB8", + "GFUS", + "FH", + "HINT3", + "DSE", + "IGFBP2", + "HLA-G", + "HNRNPF", + "EXOG", + "HMCN1", + "HYAL2", + "FGFRL1", + "GCC2", + "EPB41L4B", + "GREM2", + "HUNK", + "FAM168A", + "GPRASP2", + "GATA6", + "GBP4", + "KIF13A", + "DNAJC19", + "HOXB-AS1", + "GLIS3", + "CWC25", + "FOXF2", + "GUCY1A2", + "GAB2", + "FRMD8", + "ERF", + "DNAJC25", + "GRN", + "ITGA3", + "FABP3", + "EBNA1BP2", + "ETV6", + "FEM1C", + "IDH2", + "H2AC18", + "GTF3A", + "GALNT15", + "HRK", + "IFI35", + "GK", + "H1-0", + "CEP85L", + "FBXO8", + "FOXRED2", + "FSD1L", + "HAVCR2", + "FAM162B", + "H2AC8", + "GPNMB", + "GNAL", + "GP1BB", + "ICAM2", + "GLT8D2", + "GPR85", + "FAS", + "IDS", + "FZD1", + "FRMPD4", + "GCSH", + "FGF11", + "KANSL2", + "GLT8D1", + "HCG18", + "HCCS", + "FAM177A1", + "IQCG", + "HRAS", + "EIF2B5", + "ISYNA1", + "IPMK", + "HOXB5", + "HNRNPUL1", + "GPAA1", + "GIT1", + "HNRNPM", + "FLVCR1-DT", + "IFT27", + "FBL", + "HDAC4", + "HADHB", + "FOS", + "IK", + "EXTL2", + "IFT122", + "IFI30", + "FOXO4", + "IL17D", + "GEMIN7", + "ITGB8", + "GLRX2", + "GLIS1", + "FUCA2", + "GPHN", + "HACD4", + "IL7", + "FRG1BP", + "FBN2", + "HNRNPA1P3", + "GON4L", + "HACE1", + "HNRNPA1L2", + "GET3", + "INTS2", + "CRAMP1", + "EXOSC7", + "HMGA2", + "GJA9-MYCBP", + "HMG20A", + "GIPC1", + "GLTP", + "GCLC", + "HAGH", + "HDDC3", + "GLMP", + "GSS", + "CYBB", + "FAHD2CP", + "GDF15", + "GSKIP", + "FXYD5", + "HSPB6", + "HNRNPH1", + "GRWD1", + "HOXD3", + "GSN", + "HLA-DPA1", + "DHODH", + "GSTT1", + "CSTB", + "GFRA1", + "GJA3", + "DDAH2", + "FASTK", + "H2BC21", + "ESD", + "INSC", + "DNAJC8", + "HLA-DRB4", + "HOXA5", + "FHOD1", + "DUSP1", + "EPHX1", + "GSTO2", + "HDAC11", + "DNAL1", + "HELQ", + "HDHD2", + "DPYSL2", + "EMSY", + "IFT70A", + "FXR1", + "GTF3C5", + "KATNA1", + "GUSBP14", + "IL15RA", + "INPP1", + "HEATR1", + "IDH3B", + "H3C6", + "FAM228B", + "HINT2", + "FAM222B", + "FCGR2A", + "GORASP1", + "CYP51A1", + "DLEU2", + "GALNT1", + "HTT", + "FST", + "FAM86B1", + "GTF2IRD2", + "DRAM2", + "KLF13", + "DNMT1", + "CDCA7", + "DPP9", + "IGFBPL1", + "HOXC8", + "EWSR1", + "GGCX", + "HACL1", + "GNL1", + "HLA-DRB5", + "FHIP1A", + "GALNT17", + "HELLS", + "CX3CR1", + "GPRC5A", + "GADD45A", + "FAM91A1", + "HMBS", + "HEG1", + "IRF3", + "FZD7", + "HINT1", + "ILDR2", + "IARS2", + "DNTTIP2", + "INTS13", + "HECTD3", + "ITGA10", + "GRPEL1", + "H2BC7", + "HNRNPC", + "KRT19", + "GNG5", + "GBP1", + "DDHD2", + "IL21R", + "HOXA13", + "HOXA10", + "HAUS6", + "KMT5A", + "IFNGR1", + "GALNT3", + "CEP170P1", + "GABPA", + "GTF2A2", + "FLVCR1", + "IRAK1", + "HDAC8", + "FAM13B", + "LAMA5", + "HOXD10", + "GAREM2", + "GPAM", + "GCN1", + "GLRX5", + "KLHL26", + "HNRNPA1P37", + "FAM50A", + "KAT6A", + "IFI16", + "KLHL17", + "HMGN3-AS1", + "FAM89A", + "COA3", + "DOCK10", + "ICE2", + "FBLN1", + "HECTD2", + "GLRX3", + "GAS2L1", + "CH25H", + "HMGCR", + "HSPBP1", + "GRHL1", + "KANSL1L", + "KAZALD1", + "KDM4D", + "GHR", + "FBXO38", + "HSPA1A", + "FAP", + "ITGB3BP", + "IL32", + "HIPK1", + "FBXO5", + "HCN3", + "EIF3K", + "HGH1", + "KLF4", + "IER2", + "H1-10", + "INO80", + "FSAF1", + "GBP2", + "DESI2", + "GRSF1", + "ITGA6", + "ERBB4", + "GLDN", + "GNPDA1", + "GRK6", + "ITGB1BP1", + "ISOC1", + "GUSBP4", + "FMC1-LUC7L2", + "HERPUD2", + "KALRN", + "FLNB", + "IL15", + "HPF1", + "KRT18", + "GIN1", + "IMPDH1", + "FGF1", + "IQCK", + "FRRS1L", + "KCNK1", + "IMMP2L", + "FAM120AOS", + "KLKB1", + "COPG2", + "IFNGR2", + "FIBP", + "HIC2", + "GSDMD", + "FTSJ3", + "HRH1", + "HSP90B1", + "IGFBP7", + "FAM156A", + "DERL2", + "HOXA1", + "GSTO1", + "FLOT1", + "IL6R", + "GFOD3P", + "HDAC9", + "ICE1", + "GLS", + "LIPH", + "CTNS", + "HMGA1", + "GOLGA8CP", + "INPP4A", + "HYI", + "DIS3L2", + "ERCC5", + "HECW2", + "CNOT8", + "HOXB3", + "HOPX", + "FGF5", + "KCNJ15", + "GRIN2D", + "LMBR1L", + "GM2A", + "DBNL", + "HNRNPL", + "GLA", + "GRB10", + "IQCA1", + "GPS2", + "HNRNPH2", + "FTH1P5", + "FBXW9", + "DHX32", + "INTS6", + "HMGXB3", + "IHO1", + "GPATCH2", + "ICMT", + "IFT140", + "HS3ST3B1", + "HSPE1", + "HK2", + "GNPDA2", + "ERAP2", + "H2AJ", + "IRF6", + "KCNB1", + "ITPKB", + "KRT10", + "E2F3", + "JPX", + "GNG10", + "ITPR1", + "HEATR3", + "IRX3", + "DDX1", + "HTRA4", + "GPX3", + "CTSO", + "IAH1", + "KIAA0040", + "ECM1", + "HAT1", + "IFI27", + "JUND", + "DTX3", + "GMNN", + "GAA", + "FOXP2", + "KIF2A", + "HOXD9", + "HIBCH", + "IFT57", + "GSTP1", + "GOLM1", + "ITGA5", + "G6PC3", + "FLJ32255", + "HOXA7", + "MCTS1", + "FSTL1", + "FARP1", + "FAM204A", + "KDM6A", + "GCOM1", + "IMMP1L", + "KCNS1", + "ITGB3", + "COL13A1", + "IGK", + "H2BC12L", + "KCND3", + "HSPBAP1", + "FUBP3", + "KRR1", + "FYN", + "JAM3", + "FANCE", + "ING4", + "GORASP2", + "KIF5B", + "IFTAP", + "CCNT1", + "CYP26B1", + "HEBP1", + "IPP", + "GASK1B", + "GYG1", + "FBXL17", + "DNAJC16", + "FNBP4", + "HOXD8", + "KMT2E", + "GOLT1B", + "HYLS1", + "IRGQ", + "DPY19L4", + "ILRUN", + "DPY30", + "DYNC2I1", + "INPP5E", + "MMP12", + "IFITM2", + "FCSK", + "IGSF8", + "KPNA5", + "HAX1", + "ITGA8", + "H1-2", + "H2AC14", + "ERN1", + "IDH3A", + "INPP5F", + "KAT7", + "FBXL3", + "KRIT1", + "IL6ST", + "HOXB6", + "DNAJC21", + "DTYMK", + "FKBP5", + "KCNA4", + "FOLR3", + "EFHD2", + "GNPTAB", + "GOLGB1", + "KY", + "GCA", + "GMEB2", + "DCAF10", + "H3C3", + "GALT", + "LARP7", + "IFI27L1", + "KCTD16", + "KLF12", + "HOXC9", + "KIAA1755", + "ETHE1", + "HPS5", + "HCLS1", + "JKAMP", + "GPR183", + "H2BC10", + "LRP3", + "INA", + "DUOX1", + "LRP8", + "H3-3B", + "EVI2A", + "FMO2", + "ISCA1", + "FNDC3A", + "HERC1", + "LATS1", + "INTS8", + "HAPSTR1", + "GPCPD1", + "IRF7", + "ID1", + "HACD3", + "HLTF", + "HNRNPA3", + "GNA13", + "GET1", + "IRF2BPL", + "HMGB1P4", + "EML2", + "KATNAL1", + "HSPA14", + "JADE1", + "HDAC3", + "HMCES", + "DLG2", + "KCTD2", + "ITIH5", + "HIRA", + "IBA57", + "C5orf22", + "GOLGA8B", + "KCNIP4", + "HMGN4", + "JPT2", + "LRRC4C", + "METTL21A", + "DPM1", + "ERLEC1", + "HSPB7", + "KIAA0319L", + "IMP3", + "COLEC12", + "ITSN2", + "GOLGA1", + "MOB3C", + "GORAB", + "HNRNPU", + "HSPA9", + "EIF5B", + "IFT25", + "HMGXB4", + "KLHDC4", + "JAG1", + "METTL25B", + "CRISPLD2", + "KIFAP3", + "MGAM", + "KCNK2", + "GSDMB", + "KCTD20", + "INTS3", + "KRT223P", + "HCFC1", + "GEM", + "KDM1B", + "ING5", + "JRK", + "HSPG2", + "GUK1", + "GBA2", + "KDM5B", + "FLAD1", + "KRI1", + "DHRS4L2", + "IMPACT", + "ING2", + "HDHD5", + "IKBIP", + "IFIT5", + "KIAA2013", + "HCFC1R1", + "GPKOW", + "H3P6", + "KAZN", + "IGSF9B", + "HECTD4", + "LHPP", + "HSDL2", + "ICAM3", + "KLHL2", + "IFT52", + "ISLR", + "ERAP1", + "CYB561D2", + "GTF2H2", + "IRX1", + "GABBR1", + "KPNA1", + "IFT74", + "HLA-A", + "GTPBP8", + "EIF4ENIF1", + "GEN1", + "ITGB2-AS1", + "LIG3", + "IFT80", + "GTF2B", + "KCNE4", + "HTR2B", + "KIAA0513", + "MASTL", + "HNRNPAB", + "GNAS", + "ISY1", + "KMT2C", + "IL4R", + "IL17RD", + "IMP4", + "HCFC2", + "IARS1", + "FILIP1L", + "GHITM", + "ENOPH1", + "KCTD17", + "COX5B", + "JMY", + "FUT1", + "GMPPA", + "CGGBP1", + "HPCAL1", + "H3-3A", + "JAGN1", + "LDLRAD3", + "GBE1", + "GRP", + "LRCH3", + "KCNN4", + "LAMC2", + "IMMT", + "KCNJ6", + "KDM6B", + "MBOAT7", + "MORC2", + "LAMB1", + "MADD", + "GOT2", + "HIPK3", + "FGF9", + "ENC1", + "HSPA8", + "IKZF2", + "KANK2", + "ISG20L2", + "ITM2A", + "LVRN", + "ITPK1", + "HSPB3", + "GFM2", + "ISY1-RAB43", + "MACROH2A2", + "LAMA2", + "ERH", + "LRRC41", + "KCTD1", + "HARS2", + "GPR107", + "FRS2", + "KIF21A", + "GIMAP2", + "IL26", + "HIBADH", + "LAMP1", + "HERPUD1", + "IL10RB", + "MFHAS1", + "GRIA1", + "KRT33A", + "KANK1", + "ITPRID2", + "MFSD4B", + "EXT1", + "KCNMA1", + "FUT4", + "EXOSC9", + "ITGB5", + "INTS12", + "H2BC12", + "GEMIN6", + "KCNMB1", + "FANCA", + "GJB2", + "FAM124A", + "HOGA1", + "ITGB1", + "INSYN1", + "HM13", + "KREMEN1", + "KLHL28", + "EMC2", + "MCM8", + "GLG1", + "LACTB2", + "LDHC", + "MPP3", + "IFRD2", + "CAPG", + "IQCE", + "KRBOX4", + "GTF2H2C", + "FAM216A", + "KCTD6", + "IQCH-AS1", + "GTF2A1", + "NOL4L", + "EP400P1", + "ITGA7", + "MRC2", + "HSD17B10", + "FAM107B", + "IKZF5", + "L1CAM", + "MRGBP", + "HMGN3", + "MED13L", + "LBH", + "IFI44L", + "HSPD1", + "IDE", + "ITGAE", + "HDGFL3", + "JHY", + "MIR6836", + "FHIP1B", + "MED24", + "INTS15", + "L3MBTL3", + "GOSR2", + "LSM14B", + "MANEA", + "KLF6", + "FAT4", + "KCTD14", + "HIPK2", + "LEP", + "ID4", + "LDB2", + "ECHDC3", + "HDGF", + "KLHL23", + "HBS1L", + "MRPL45P2", + "HMGB3", + "KIRREL3", + "KAT8", + "MIR15A", + "GLIPR2", + "FAXDC2", + "HCG4", + "LURAP1", + "MPP1", + "IFITM1", + "MRPL37", + "IRAK2", + "HEMK1", + "LINC02693", + "LASP1", + "IFT81", + "EIF3J", + "LRRCC1", + "HSPA4L", + "HIGD2A", + "GNL2", + "JCAD", + "HLA-J", + "HMGCL", + "H2BW4P", + "MAB21L2", + "BRD1", + "KLHL15", + "NKAIN2", + "LARP4", + "INHBE", + "HACD2", + "ISCA2", + "KANSL1", + "MAD2L1", + "KATNIP", + "HNRNPLL", + "HSD17B6", + "KRT34", + "IGDCC4", + "IPPK", + "KCNJ18", + "LINC02915", + "IDNK", + "LRIG2", + "KIF23", + "GAR1", + "KSR1", + "LBR", + "HAUS1", + "MIS12", + "KDM4C", + "MAN1A2", + "ETFA", + "KCNAB1", + "LEPR", + "FADD", + "KLHL13", + "KCNK15", + "FUT10", + "INTS4", + "KLF11", + "HTATSF1", + "HPSE", + "KCTD21", + "KIFBP", + "KLC2", + "GPR89A", + "HIC1", + "KIAA1586", + "IRAK1BP1", + "FERRY3", + "INHBA", + "H2BC4", + "GLUL", + "HSD17B1", + "FARS2", + "H2AC25", + "EXOC8", + "IGFBP5", + "LRRC8A", + "KCNE3", + "H2BC6", + "GSTM2", + "IQGAP3", + "LAMP5", + "HERC2", + "HDAC1", + "GRHPR", + "IGF2R", + "JUNB", + "LRRC32", + "HSPB2", + "CNOT4", + "MANBA", + "LMNB1", + "FAM133A", + "KIF22", + "LETM1", + "LCOR", + "FDPS", + "EIF4G3", + "MCPH1", + "GTF2H3", + "MAN1B1-DT", + "GTF2F1", + "IRF1", + "LLPH", + "LRATD2", + "GALK1", + "JDP2", + "IMPA2", + "HTRA1", + "LINS1", + "JTB", + "KLF9", + "KHNYN", + "FHIP2A", + "GNAI3", + "GAS6", + "MED16", + "IWS1", + "LMAN2L", + "EIF3L", + "NPTX2", + "ITM2C", + "HBP1", + "LRR1", + "IL17RA", + "KDM5A", + "HSPA12A", + "LSG1", + "MCTP1", + "MAGED2", + "KNTC1", + "GPR78", + "LPIN2", + "JMJD6", + "MICOS10", + "IPO5", + "NUDT4", + "MIR6741", + "CADM1", + "IL11", + "INTU", + "DSC2", + "KCTD11", + "JOSD2", + "LAS1L", + "KIF9", + "MIR7703", + "MSRA", + "FOXO3B", + "MED12", + "MCM3AP", + "KRT222", + "MAPK13", + "KTI12", + "MAML2", + "NRG2", + "LPXN", + "MED26", + "HAND2-AS1", + "INKA2", + "IFITM3", + "FBLN7", + "GREB1L", + "NARS2", + "KCTD7", + "HLF", + "MCOLN2", + "MAFIP", + "KPNA2", + "H2AC15", + "HAUS7", + "MACO1", + "IFFO2", + "LCAT", + "KAT2B", + "KDELR2", + "MED23", + "ILVBL", + "LY6K", + "GSDME", + "KATNB1", + "MAOB", + "GADD45GIP1", + "INAFM1", + "LATS2", + "PART1", + "MGC16275", + "H2AZ1", + "H4C8", + "MAP2K7", + "IFT56", + "PARPBP", + "GREB1", + "HEY2", + "ITCH", + "METTL4", + "NAT14", + "L3MBTL4", + "MAVS", + "MRPL34", + "FAR2", + "EIF2A", + "MED6", + "GART", + "IQCB1", + "IGIP", + "GTPBP6", + "HLA-E", + "LAMTOR4", + "GGA1", + "MIR31HG", + "GINS3", + "LRRC40", + "PDZK1IP1", + "HK1", + "GBA1LP", + "KLHDC3", + "HNRNPA3P1", + "MED17", + "LSM2", + "IPO7", + "IL7R", + "MACIR", + "MED28", + "MALAT1", + "HEYL", + "ILK", + "PHKA1", + "NT5C3B", + "LRRFIP2", + "FGD1", + "ISG20", + "LNPEP", + "IL20RB", + "FMNL2", + "LRRC17", + "NUP42", + "HARS1", + "GTF3C4", + "LRRC36", + "KIF11", + "KBTBD2", + "HUS1", + "NHERF2", + "NACA", + "LAPTM4A", + "IQSEC1", + "HEXA", + "KHDC4", + "GOLPH3L", + "NOC2L", + "MAP3K5", + "KIRREL1", + "MMP14", + "MLH3", + "LXN", + "KDM4B", + "IRAK4", + "PHF7", + "GGNBP2", + "LTBP4", + "MCUB", + "C1R", + "NAGPA-AS1", + "OTUD7A", + "MMS19", + "KXD1", + "LPAR6", + "MDH1", + "CXCL16", + "ITM2B", + "MAP4K4", + "MAGI2-AS3", + "HSP90AB1", + "MEX3C", + "MRPS11", + "LCLAT1", + "GPAT3", + "INSIG1", + "FIG4", + "METTL16", + "FOXQ1", + "POLA2", + "MAPRE3", + "EXOSC10", + "GPM6B", + "PCDHB5", + "PDE4C", + "EIF2AK2", + "LITAF", + "HLA-DPB1", + "LRRC57", + "GPC6", + "GPALPP1", + "MRPL47", + "EFEMP2", + "NAPRT", + "INS-IGF2", + "LEMD3", + "KNOP1", + "MARCHF7", + "MIR195", + "LMO2", + "MFRP", + "MIDN", + "GAPVD1", + "FOXC1", + "KCTD5", + "LGR4", + "LAMP2", + "FAM111A", + "IL11RA", + "KIAA0232", + "IRF2BP2", + "MAP3K6", + "KRT10-AS1", + "HMOX1", + "KLHL9", + "KYNU", + "LIN37", + "FAM168B", + "MEAF6", + "JAZF1", + "GGA2", + "JAK3", + "LCMT1", + "PEX39", + "LOXL1", + "NEFH", + "LMNA", + "LEFTY1", + "PAX8-AS1", + "LPCAT3", + "HIF1A", + "MAMDC2", + "KLHL29", + "HAGLR", + "HOXA11-AS", + "LRFN5", + "PPP2R3C", + "SOCS2-AS1", + "MAP2K2", + "MRPS18B", + "KIF2C", + "MAGT1", + "KLF5", + "LMF2", + "NAPB", + "LIN9", + "KLHL7", + "FADS1", + "EIF3D", + "MAP2K4", + "ITPRIP", + "MRPS17", + "MEST", + "LSM12", + "ERCC6", + "NSUN3", + "GPBP1L1", + "PAPPA", + "LTA4H", + "METTL13", + "LIPT1", + "LAMP3", + "MBOAT2", + "KLHDC1", + "MTCL2", + "MGP", + "LONP1", + "LOXL1-AS1", + "MIR3064", + "INPP5A", + "IFT20", + "MED21", + "LZTS1", + "EIF3M", + "KRT14", + "METTL17", + "MIR1248", + "GALNT5", + "KDSR", + "LRPPRC", + "JAK1", + "MIR100HG", + "KIF7", + "KANK3", + "NGDN", + "INO80D", + "GID8", + "MIRLET7D", + "HNRNPH3", + "LOXL4", + "NAALAD2", + "POM121L9P", + "LRCH1", + "KLF16", + "IFT43", + "KCNC4", + "RXRB", + "IFI6", + "MAP3K12", + "MEG9", + "IKBKB", + "JMJD1C", + "MFSD12", + "IFNAR1", + "MND1", + "MAP3K13", + "IER3", + "ISLR2", + "MYO9A", + "KEAP1", + "GAPDH", + "HOXC11", + "LYRM9", + "IL1RL1", + "H3C7", + "NR1D1", + "LAMB3", + "KRTCAP2", + "GTPBP2", + "LIMS2", + "LY75-CD302", + "LYPLA1", + "ING1", + "G3BP2", + "GMDS", + "NOC4L", + "MLX", + "MINDY1", + "KIZ", + "KLC4", + "HNRNPD", + "METTL23", + "LRRC15", + "HOXC5", + "HDDC2", + "FBXL4", + "GNAQ", + "MAP7", + "KMT2A", + "KIAA0586", + "MATN2", + "KCNAB2", + "LDOC1", + "NBPF25P", + "GTF2F2", + "GAS7", + "KCTD12", + "ID2B", + "LRRD1", + "MOB3B", + "LYSMD1", + "HUWE1", + "MXRA7", + "KRBOX1", + "PHC3", + "DISP1", + "LRRC37B", + "NUDT19", + "KIF3C", + "IGFBP6", + "GYG2", + "HTR7", + "LRRC37A16P", + "GNB1", + "NUBPL", + "INO80B", + "ING3", + "KLHL18", + "HSF1", + "KBTBD8", + "OLFML2B", + "HOMER3", + "MATR3", + "LSM7", + "LYST", + "ERFE", + "LGALS8", + "RXFP2", + "IGF1", + "PANK4", + "NFKBIE", + "MOCS2", + "GPBP1", + "ITGB2", + "INIP", + "LYRM4", + "ITPA", + "MAP7D1", + "MMP2", + "GLIDR", + "MIR302B", + "LRPAP1", + "METTL8", + "LMO3", + "LYSMD3", + "EIF3I", + "KLF7", + "PCDH19", + "MR1", + "NCKAP5", + "PALS1", + "HNRNPA2B1", + "NSA2", + "PAK2", + "HACD1", + "RBM18", + "MYD88", + "METTL15", + "IST1", + "MAGED4", + "MRTFB", + "KDM1A", + "GIPC2", + "KDM4A", + "NFKB1", + "NGF", + "GANAB", + "LIMA1", + "GTF2I", + "IL31RA", + "MIR1204", + "MIGA1", + "LMNB2", + "MITD1", + "MTMR14", + "KLHL3", + "MAP2", + "NDUFB7", + "MIR6125", + "MTURN", + "NCBP1", + "FGF18", + "KCNA1", + "NBPF11", + "LGALS3BP", + "MIDEAS", + "MDFIC", + "MSL1", + "LRRC8B", + "IRAG1", + "MAFF", + "NKX3-2", + "MICU1", + "MGAT1", + "MPZ", + "HDAC6", + "PYM1", + "IDUA", + "MAPRE2", + "IL10RB-DT", + "NINL", + "PDCL3", + "HGSNAT", + "HAPLN3", + "MAGI3", + "PEX12", + "MX1", + "MIR6805", + "THTPA", + "ENGASE", + "MAP7D2", + "H19", + "KRT86", + "FHL3", + "MALL", + "IRX2", + "MRM3", + "MIR6132", + "FZR1", + "KTN1", + "LDLR", + "IGBP1", + "MIR3917", + "INSR", + "MRM2", + "MIER2", + "MPDU1", + "LRFN4", + "IGF1R", + "LSM6", + "KATNBL1", + "NFS1", + "LENG8", + "KLHL21", + "MID1IP1", + "LRRC37BP1", + "GTF3C2", + "LMLN", + "KRTAP2-3", + "NOL8", + "IRS1", + "SLC7A5P1", + "MRPS31", + "LHX9", + "HAPLN1", + "FRA10AC1", + "MEPCE", + "PISD", + "PLN", + "RASAL2", + "ISM1", + "LTV1", + "MAPK3", + "MAU2", + "PCSK1N", + "OSBPL7", + "RASGRF2", + "LUZP1", + "MRPS9", + "KBTBD6", + "LSS", + "MGMT", + "OAZ3", + "GET4", + "SRPK3", + "IFT46", + "KIAA1191", + "MSL3", + "MBD5", + "LAMTOR1", + "MXD4", + "PGR", + "SLC25A18", + "MORN4", + "FAM20C", + "PCBP2", + "KAT5", + "MAP3K7CL", + "MPDZ", + "LMBR1", + "NDN", + "LCORL", + "HSPB1", + "MGLL", + "PSENEN", + "KYAT3", + "LMBRD1", + "KIT", + "MEOX2", + "MAP1S", + "MRPS24", + "MYBBP1A", + "CRCP", + "NIT2", + "HP", + "NEK6", + "INSIG2", + "LSM10", + "HTR7P1", + "SENP1", + "KBTBD11", + "RPL39", + "NID2", + "SLC26A4", + "MCF2L", + "NTAQ1", + "IER5", + "PATJ", + "MCRS1", + "HSD11B1", + "MCMBP", + "MRPS16", + "NCALD", + "GPD1L", + "MAP3K20", + "PMF1-BGLAP", + "LIME1", + "NLN", + "ZNF250", + "MGAT4B", + "HMGB1", + "MYO5A", + "MAP1LC3B", + "ZNF70", + "MID2", + "IP6K2", + "DNAJC24", + "PHACTR3", + "KCNJ12", + "N4BP1", + "NTRK3", + "MKRN1", + "HEXIM1", + "RETSAT", + "MIR7112", + "MIR4784", + "LRRN4CL", + "SLC2A6", + "OR7E12P", + "NEDD8", + "SIX3", + "MIR7109", + "LSM5", + "MPG", + "KGD4", + "MDH2", + "HTATIP2", + "KLHL24", + "LANCL3", + "PDK4", + "POFUT1", + "METTL14", + "LIMD1", + "INVS", + "OMA1", + "MTPAP", + "SCAMP2", + "IL33", + "SLC7A5P2", + "MTUS1", + "LIN7B", + "H2BC5", + "LPAR1", + "PAN2", + "NDUFA13", + "HIP1", + "KNSTRN", + "KLHDC8B", + "HMBOX1", + "GPX4", + "MCEE", + "MRPL42", + "LBP", + "NDUFV3", + "NHSL1", + "PYGO2", + "MSS51", + "MUS81", + "MAT2A", + "NASP", + "PRRG3", + "MED9", + "KHDRBS3", + "NETO2", + "MCM7", + "KDELR1", + "POLG2", + "ZNF692", + "KPNA6", + "SENP8", + "KLF10", + "ZNF830", + "NBEA", + "MUC1", + "PIGV", + "LZTS2", + "MLPH", + "ZNF184", + "PANX2", + "MTARC2", + "PI3", + "LGMN", + "KIF3A", + "CLK4", + "PAM16", + "LAP3", + "MITF", + "NBPF20", + "OCLN", + "PEG3-AS1", + "HOXB-AS3", + "IGFBP3", + "PGM5-AS1", + "MRPS27", + "MELTF-AS1", + "MAN1B1", + "MINAR1", + "HLA-B", + "PCDH9", + "LMAN2", + "HSPH1", + "PALM", + "MOB2", + "MBD2", + "MST1", + "IL13RA2", + "LSM8", + "PIK3CA", + "LRRC8C", + "GRB14", + "LDAH", + "PIF1", + "GPR137B", + "FAM210B", + "MIR145", + "LYRM2", + "KDM7A-DT", + "MAF", + "GEMIN8", + "LCA5", + "MSTN", + "PIEZO1", + "MRTFA", + "NAPA", + "LRRC42", + "OLFML2A", + "HOXB7", + "MARVELD1", + "PDCD1LG2", + "RABL6", + "CPNE8", + "KLHL8", + "MAN2B2", + "LGR5", + "MSI2", + "HSPA12B", + "HSDL1", + "METTL25", + "LPAR4", + "MLEC", + "MAST3", + "ZFP64", + "PHF23", + "LONP2", + "MGAT5", + "TCN2", + "GDF10", + "PPP1R10", + "RASIP1", + "PPAN", + "PABIR3", + "LETM2", + "LMBRD2", + "LRRC8D", + "NLRC5", + "NVL", + "ORMDL3", + "MRPL41", + "MREG", + "MACROD2", + "NUDT5", + "MSTO1", + "PPFIA4", + "SMIM20", + "OTUD5", + "HNRNPR", + "LRRC47", + "GINM1", + "LRRC8E", + "VAV2", + "ST6GALNAC6", + "KRTAP1-5", + "PFKL", + "GTF2H2B", + "KDM2A", + "KIFC2", + "KRT17", + "TP53BP2", + "GLUD1", + "ZNF835", + "KLF3", + "RTN1", + "TMEM42", + "RGL2", + "NOG", + "HTATSF1P2", + "KLHL5", + "WDR46", + "FNBP1L", + "POLR2C", + "IBSP", + "MDC1", + "NRAV", + "PAXX", + "SOX5", + "RTKN2", + "LAMA3", + "RPAP3", + "GAP43", + "WNK4", + "IMPDH2", + "MIS18A", + "PUSL1", + "LSP1", + "RAB43", + "PPP2R2D", + "LYAR", + "MAPK10", + "MAP2K3", + "NIF3L1", + "MRPL9", + "GOSR1", + "MYO9B", + "PAFAH1B3", + "KDM5C", + "NDUFA3", + "FMN2", + "SNX8", + "HHAT", + "KIAA1549L", + "UPK3BL1", + "NUMA1", + "LIPG", + "MRNIP", + "LRRC34", + "MFAP3L", + "QSER1", + "HLA-C", + "KIF20A", + "LGALS1", + "RIOX1", + "HEATR5A", + "MIR6743", + "PPT1", + "SULT4A1", + "HEY1", + "SDHAF2", + "INTS14", + "KCNT2", + "MACROD1", + "INTS5", + "TMEM80", + "RIMS3", + "KLF2", + "PEMT", + "NAAA", + "PTPN22", + "MMGT1", + "LDAF1", + "GNAZ", + "MAGEE1", + "NINJ1", + "MNT", + "MC4R", + "INTS11", + "POLD4", + "NDRG3", + "HNRNPA1P33", + "LTBP1", + "MAK16", + "IQGAP1", + "NDFIP2", + "PTCD1", + "PJA1", + "MAX", + "KLHL42", + "TMEM8B", + "MPHOSPH6", + "KIAA1143", + "HSPA4", + "ZSCAN21", + "MYH1", + "MBIP", + "IL12RB1", + "MRPS34", + "LUM", + "MIR939", + "ITPRIPL2", + "PRR12", + "GDPD3", + "MIR6845", + "HSPA1L", + "MIR6866", + "PDS5A", + "PFKFB3", + "MRPL10", + "NEMF", + "PAK1", + "FOXK1", + "NR4A2", + "PAM", + "POLR3F", + "PSMD9", + "KANSL1-AS1", + "ROGDI", + "METTL18", + "UQCRC2", + "LOX", + "OSBP", + "PLAC8L1", + "ZNF384", + "NGEF", + "NID1", + "MIR497", + 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--git a/p3/regress/Osteoarthritis/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json b/p3/regress/Osteoarthritis/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json new file mode 100644 index 0000000000000000000000000000000000000000..3fa196bc450aea770f99810e40660fc1f4a682f4 --- /dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json @@ -0,0 +1,906 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ACBD3", + "ARL5A", + "ADAM17", + "ANKRD13C-DT", + "AQR", + "ADAMTS2", + "APOLD1", + "ATXN7L1", + "APC", + "ADAT1", + "RFPL1S", + "AS3MT", + "AGPS", + "AP1S1", + "AGAP10P", + "CSK", + "ADPRM", + "AGL", + "C22orf39", + "FOXL1", + "BLOC1S5", + "ALG5", + "AKAP10", + "CNDP2", + "ACP6", + "AKAP8", + "GEMIN8", + "BANP", + "CD2AP", + "ARL15", + "ATP9A", + "ADIRF-AS1", + "ARHGEF5", + "RBM4", + "FAM193A", + "HFE", + "AJAP1", + "CCDC8", + "ATF6", + "CASP7", + "RAB12", + 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"f1": 1.1328074118771794, + "jaccard": 0.5708117099883173 + } + } +} \ No newline at end of file diff --git a/p3/regress/Osteoarthritis/significant_genes_condition_Coronary_artery_disease.json b/p3/regress/Osteoarthritis/significant_genes_condition_Coronary_artery_disease.json new file mode 100644 index 0000000000000000000000000000000000000000..b6e09887d535ef68d634e1183c59b8a161af7b7b --- /dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Coronary_artery_disease.json @@ -0,0 +1,918 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ADAM17", + "ACBD3", + "ARL5A", + "AQR", + "ADAT1", + "APC", + "ADAMTS2", + "ATXN7L1", + "AS3MT", + "APOLD1", + "ANKRD13C-DT", + "AKAP10", + "ACP6", + "FOXL1", + "AGL", + "AGPS", + "CSK", + "AKAP9", + "AP1S1", + "CNDP2", + "RFPL1S", + "ADIRF-AS1", + "C22orf39", + "ADK", + "AGTPBP1", + "ADPRM", + "ANAPC7", + "ALG5", + "BANP", + "ARL15", + "AGAP10P", + "AJAP1", + "GEMIN8", + "HFE", + "AAMDC", + "AKAP8", + "FAM193A", + "B3GLCT", + 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b/p3/regress/Osteoarthritis/significant_genes_condition_Huntingtons_Disease.json new file mode 100644 index 0000000000000000000000000000000000000000..c50f7f42c74fe75ec1259eedc107672a4111fe19 --- /dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Huntingtons_Disease.json @@ -0,0 +1,831 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ADAM17", + "ACBD3", + "ARL5A", + "ANKRD13C-DT", + "ADAMTS2", + "AQR", + "APOLD1", + "CSK", + "APC", + "ADAT1", + "ATXN7L1", + "AS3MT", + "ADIRF-AS1", + "RFPL1S", + "C22orf39", + "ALG5", + "AGPS", + "FOXL1", + "AAMDC", + "HFE", + "AP1S1", + "ARHGEF12", + "CD2AP", + "ADPRM", + "BANP", + "AJAP1", + "ACP6", + "CNDP2", + "ATP5PB", + "ACO1", + "ABCA2", + "GEMIN8", + "AKAP9", + "AKAP8", + "AGAP10P", + "AKAP10", + "AGTPBP1", + "BLOC1S5", + "DPYSL4", + "ZNF701", + "AGL", + "ARHGEF5", + "CCDC8", + "MALAT1", + "FAM193A", + "HSPH1", + "CREM", + "ERMAP", + "RBM10", + "HOXD10", + "AMACR", + "ANKRD20A1", + "N6AMT1", + "ATF6", + "ELOVL5", + 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+++ b/p3/regress/Osteoarthritis/significant_genes_condition_Insomnia.json @@ -0,0 +1,933 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ACBD3", + "ARL5A", + "ADAM17", + "ADAMTS2", + "APC", + "AQR", + "ADAT1", + "ANKRD13C-DT", + "ATXN7L1", + "RFPL1S", + "ADIRF-AS1", + "APOLD1", + "AS3MT", + "CSK", + "ALG5", + "ACP6", + "AP1S1", + "C22orf39", + "AGPS", + "AGL", + "FAM193A", + "AKAP8", + "FOXL1", + "ADPRM", + "AGAP10P", + "BLOC1S5", + "ARHGEF12", + "AKAP9", + "AGTPBP1", + "AAMDC", + "BANP", + "ARL15", + "AJAP1", + "GEMIN8", + "CD2AP", + "AKAP10", + "CNDP2", + "AP4E1", + "ATP9A", + "MIS12", + "CCDC8", + "ZNF701", + "ARV1", + "RAB12", + "ANAPC7", + "ATF6", + "RBM4", + "VPS26C", + "DPYSL4", + "ANKRD20A1", + "CASP7", + "ATP5PB", + "N6AMT1", + "B3GALT5", + "ARHGEF5", + "CMAS", + "CLUAP1", + "CREM", + "BRCA1", + "BHLHE22", + "ADK", + "ANKRD40", + "ELL3", + "EML5", + "RBM10", + "DPY19L1", + "ANKZF1", + "HFE", + "ENKD1", + "KPNA5", + "HSPH1", + "AGBL5", + "FBXO4", + "APELA", + 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"ARF4", + "APP", + "CCDC32", + "BTC", + "BCDIN3D", + "APBA2", + "ABI3BP", + "ARHGAP31", + "ANXA3", + "B3GALT6", + "AP1S1", + "C5orf24", + "BIRC2", + "BLTP2", + "ATP5MK", + "ATPAF2", + "ATF7", + "BIRC5", + "B3GNT5", + "ANP32A", + "ALDH1B1", + "CACNB2", + "ATP13A1", + "ARL14EP", + "ARL15", + "B3GNTL1", + "BCAS2", + "AVEN", + "BEST1", + "BRF2", + "AP5Z1", + "ARID1A", + "ATP6V1A", + "ANKRD11", + "AIP", + "ARHGAP20", + "BRIX1", + "ARFGAP1", + "BAMBI", + "BRD8", + "AURKAIP1", + "ATOH8", + "BICD2", + "BAD", + "AK2", + "ARFGEF2", + "BBX", + "APH1B", + "ATP2B1", + "ARMCX4", + "AGAP4", + "BBS1", + "BASP1", + "ARHGAP22", + "APMAP", + "ARHGAP12", + "ATP5PD", + "BLTP1", + "ACOT4", + "ARHGEF5", + "ATXN7L1", + "ARMC2-AS1", + "C16orf95", + "BAG4", + "ASNS", + "ATF6", + "CAMK1", + "ALG6", + "BCKDK", + "ARHGEF26", + "BABAM1", + "ANKRD49", + "ARIH2", + "ATP2C2", + "CCDC82", + "C14orf132", + "ALDH2", + "BCKDHB", + "ASB1", + "ANKRD20A1", + "BAZ1A", + "ATP6V1H", + "AK3", + "ATG13", + "CCDC142", + "ARPC3", + "C2orf74", + "APPL1", + "BRWD1", + "AEBP2", + "AGO4", + "BEX1", + "C4A", + "ASB13", + "B4GALT4", + "ALDH1A3", + "ARHGDIA", + "BCL11B", + "ASAP1", + "AGMAT", + "ADAMDEC1", + "BFAR", + "ANKS1A", + "AK6", + "ABCC2", + "BRIP1", + "CALCOCO2", + "APOBEC3B", + "ARPC2", + "BICC1", + "ANK2", + "ANKRD46", + "ACOX3", + "ARL5A", + "BTD", + "ARSB", + "C5orf15", + "BOC", + "BCL7B", + "AMZ2P1", + "BTF3L4", + "ATP5F1E", + "ATMIN", + "ASB9", + "ATG7", + "C14orf39", + "APOD", + "ATP1A1-AS1", + "CCDC28A", + "AGAP11", + "ANTKMT", + "CCDC106", + "APOO", + "AXIN2", + "AKR1C2", + "BRD3", + "ANPEP", + "ASS1", + "ADD3", + "ARHGEF12", + "C1orf56", + "ATP6V1C1", + "ABCC10", + "ARMC1", + "CARINH", + "ASNSD1", + "CAVIN3", + "CARMN", + "ADGRL1", + "CAND1", + "BCL6", + "AMACR", + "B4GALT1", + "AGAP5", + "ARPC5", + "AGPAT3", + "ATM", + "B4GALT7", + "ADAMTS3", + "CAPN6", + "ATP8B1", + "AP4S1", + "ARHGAP10", + "ANAPC5", + "ANKRD27", + "BTBD19", + "ATOX1", + "BNIP3L", + "CATSPER2", + "C5orf63", + "B4GALT2", + "ARFIP2", + "AKIRIN1", + "C1D", + "ATP1B3", + "ARHGEF6", + "C2orf76", + "ARPC4", + "ACTR6", + "BLOC1S6", + "ARHGEF40", + "BROX", + "AS3MT", + "ARFGAP2", + "ALG9", + "CACUL1", + "ARMT1", + "AP4M1", + "CDAN1", + "ATRAID", + "ARID4A", + "ASH1L-AS1", + "ATP2B4", + "BTF3", + "C19orf44", + "CBLN3", + "BBS9", + "ATG2B", + "C3orf18", + "BTBD3", + "C6orf62", + "ASAH1", + "BET1", + "CASTOR3P", + "ALG3", + "BIVM", + "BTBD2", + "ATP9B", + "AZI2", + "ARPIN-AP3S2", + "CA2", + "BORCS8", + "ANKRD12", + "ADNP", + "CIART", + "AP3S2", + "BZW2", + "CCDC152", + "CEP128", + "BRPF3", + "AKAP13", + "CCNDBP1", + "BCL2L1", + "CCAR2", + "C14orf119", + "BAG5", + "ABLIM1", + "ATP5PO", + "CA13", + "BMPR1A", + "BPGM", + "CBARP", + "BNIP1", + "ADGRG6", + "ACOX2", + "C8orf58", + "BICRAL", + "ARMCX5-GPRASP2", + "ARG2", + "CASK", + "ATG4D", + "CEP135", + "C11orf54", + "CCL28", + "BID", + "CAVIN2", + "CC2D2A", + "CAV1", + "BANF1", + "ARSD", + "BDNF", + "APLP1", + "AMMECR1", + "CCL11", + "BANP", + "C11orf71", + "CENPK", + "AKR7A2", + "AKAP17A", + "ARPP19", + "CADM3", + "CASP8", + "ATF4", + "CDKN3", + "ARHGEF18", + "BRI3BP", + "BUD31", + "BAZ2B", + "CAPN1", + "ALDH3A2", + "AP3M1", + "ATP6V1F", + "BLOC1S2", + "CLCNKB", + "ARMCX1", + "ADAMTSL4", + "ARHGEF10L", + "ARIH1", + "C5orf34", + "CAMKK2", + "CES1", + "C1orf54", + "CCNE1", + "ARHGAP24", + "BTN2A1", + "ATP6V1E1", + "C9orf78", + "ARMC9", + "CNIH3", + "ARFGEF1", + "ASB16-AS1", + "CHL1", + "ATXN2L", + "ARL4C", + "ATP6V0A2", + "C11orf68", + "BRD2", + "BCAT1", + "CAMLG", + "ANKRD10", + "ATP5PB", + "ARHGAP1", + "C11orf96", + "BRI3", + "ATPAF1", + "CARMIL1", + "CBR1", + "BBS12", + "C8orf76", + "ATP5F1A", + "CASKIN1", + "ASPM", + "C1GALT1", + "BRPF1", + "CILK1", + "ASPN", + "CCDC134", + "ARHGAP44", + "ASPH", + "CAMK2N1", + "CASP9", + "C17orf100", + "ARSA", + "AP1G2", + "C4orf46", + "ATP6V0E2", + "BTN2A2", + "CCNJ", + "CHMP6", + "CADPS2", + "ARL6IP6", + "C12orf76", + "CDC14A", + "AREL1", + "BAZ1B", + "CDC42", + "CASD1", + "ATP5MC1", + "CIDEB", + "BEND6", + "CCNQ", + "ANP32E", + "CD200", + "BAIAP2L1", + "CASP7", + "CARS2", + "ATXN1", + "BCS1L", + "CEP43", + "ARHGAP5", + "C9orf40", + "AMZ2", + "ALDH18A1", + "C18orf21", + "C12orf75", + "CCRL2", + "CCPG1", + "ASPA", + "ARAP1", + "B3GALT4", + "BACH1", + "AGAP9", + "CD34", + "ALAS1", + "CCDC68", + "APELA", + "BCL9L", + "ALG10B", + "APH1A", + "BMP8B", + "CACFD1", + "ARL6IP1", + "CCBE1", + "CASTOR2", + "AMIGO2", + "ANKRD29", + "BPTF", + "CAP2", + "ATP6V0C", + "ATF1", + "BIRC6", + "ARMH3", + "ADGRD1", + "CDC16", + "BAX", + "CHUK", + "ATXN7", + "C8orf48", + "CBLN4", + "CD82", + "BUB1", + "BRCC3", + "ARHGDIB", + "CHD9", + "BUB1B", + "ABCB1", + "CBR4", + "CCDC137", + "ATF2", + "BMPR1B", + "BBS4", + "CASC15", + "CDK3", + "CCDC71L", + "BECN1", + "CENPQ", + "C1QBP", + "BABAM2", + "BBS2", + "CEP41", + "ATP6AP2", + "ARGLU1", + "B3GNT7", + "CD276", + "AZIN1", + "ATAD2B", + "C3orf62", + "BRD9", + "BOLA2B", + "C1QTNF3", + "CAST", + "CCDC90B", + "CDKN2A", + "ARL1", + "ASB3", + "AUP1", + "BTBD7", + "ACSL1", + "CCDC107", + "BEX4", + "BLVRA", + "CAPN2", + "AMY2B", + "BAZ2A", + "ARHGEF9", + "ARHGEF4", + "ATRN", + "CD36", + "BBS7", + "CCNY", + "C6orf136", + "C10orf88", + "CEPT1", + "C19orf12", + "BMPER", + "CCDC163", + "CALHM6", + "CDKAL1", + "ATP7A", + "C1orf216", + "CALM1", + "ANKRD13A", + "ATG10", + "CCP110", + "APOBEC3C", + "C8orf34", + "C5AR1", + "CHD8", + "AHNAK", + "CCDC85A", + "CARD10", + "CCDC18", + "ARHGEF2", + "CD320", + "ADGRL4", + "CAPN3", + "ARID4B", + "C8orf88", + "CDH2", + "CHAF1A", + "CHST15", + "CDKN2C", + "C16orf89", + "CDKN1A", + "C11orf58", + "CFLAR", + "C1orf50", + "CCT6P1", + "CFAP107", + "CD274", + "CHST11", + "B3GNT9", + "ATP1B1", + "ATR", + "CD9", + "C2orf69", + "CALCRL", + "CAVIN4", + "CAMK2D", + "ARLN", + "CEP192", + "BTBD9", + "BLTP3A", + "ARNT", + "CCDC120", + "BHLHE40", + "CCNK", + "CARD8", + "COPS4", + "ALKBH7", + "ARPIN", + "CEBPG", + "ARMCX6", + "ATRX", + "CCDC14", + "C2orf68", + "ALKBH3", + "CFAP157", + "CACNA2D3", + "CNNM2", + "CEP63", + "BTAF1", + "CD14", + "ANXA2R", + "CCDC125", + "CCDC50", + "BIRC3", + "B4GALT6", + "APOL1", + "C6orf120", + "CCHCR1", + "C19orf53", + "C8orf82", + "BRMS1", + "CBX5", + "CDK5RAP3", + "CCDC8", + "AVL9", + "C22orf39", + "CAMTA2", + "CNGA3", + "AP4B1", + "CHPF", + "CA12", + "BEND7", + "C16orf46", + "CDC23", + "C1orf52", + "AMER1", + "CAMSAP2", + "CCDC25", + "CDK16", + "C3orf80", + "BOLA2", + "CDKN2AIP", + "BTG3", + "CFAP96", + "CCDC127", + "ARHGEF17", + "CANT1", + "AUH", + "CHTF8", + "CCDC51", + "CDC27", + "C12orf43", + "BAALC", + "BLTP3B", + "CCDC121", + "ARHGAP29", + "CSN1S1", + "CDT1", + "BCCIP", + "ASAP3", + "CHD1", + "COA4", + "CHST7", + "CENPI", + "CACYBP", + "ARB2A", + "CDKN1B", + "ANAPC11", + "BHLHE41", + "CCN2", + "CEP290", + "CAT", + "APTX", + "AQP1", + "CCDC117", + "BTBD10", + "CHN1", + "CEP104", + "CHST12", + "CEP112", + "ASL", + "BDP1", + "CLTCL1", + "C18orf54", + "ARL2", + "CCDC43", + "BGLAP", + "BLOC1S3", + "CASP2", + "BCR", + "CCDC59", + "CLEC11A", + "BRINP1", + "CLASRP", + "CNIH4", + "ALMS1", + "AP5M1", + "ATG2A", + "B2M", + "CIAO2A", + "CAMK2N2", + "CCN6", + "CCDC91", + "ATG4A", + "APBA3", + "ARMC10", + "BANK1", + "CCSAP", + "ARHGEF7", + "BZW1", + "CANX", + "AKR1A1", + "AP3M2", + "CEP164", + "CCNI", + "CARD6", + "BTG1", + "ATXN3", + "CAND2", + "CBR3-AS1", + "C2CD5", + "CWF19L1", + "ATG5", + "CD2BP2", + "CDK20", + "C15orf48", + "C3orf33", + "CLDN11", + "CCDC66", + "CASP1", + "CEP76", + "ATP5MF", + "CEP15", + "ANKRD36", + "C21orf91", + "CHCHD10", + "AKIP1", + "CCNB1", + "CCDC174", + "CEP95", + "CSNK1G2", + "CAB39", + "BLCAP", + "BRMS1L", + "AKR1C3", + "CIAPIN1", + "APEX1", + "BRAF", + "ANKRD30B", + "C2CD3", + "CIAO2B", + "CEP350", + "CDYL2", + "CIB1", + "CHTOP", + "CNNM3", + "ATOSA", + "BMS1", + "CAMKK1", + "ANTXR1", + "CAP1", + "CDIP1", + "BMS1P1", + "CCDC149", + "CHST6", + "CDKL3", + "CITED2", + "ATG12", + "CEBPD", + "CHRDL1", + "CERCAM", + "CCDC97", + "B3GLCT", + "AK4", + "CEP295", + "ARHGEF3", + "CDS1", + "CDH6", + "CALHM2", + "CEP55", + "C3orf70", + "BOD1L1", + "CBFB", + "CCN4", + "ABRAXAS2", + "BPI", + "CCL2", + "CNTNAP3P2", + "C19orf18", + "CCZ1", + "CLUAP1", + "CD99L2", + "CHKB-CPT1B", + "ARHGEF28", + "COA5", + "APOL2", + "CHMP2A", + "BNC1", + "CDRT4", + "ANKRD37", + "CLN3", + "COL6A1", + "CNTNAP2", + "CHDH", + "BLVRB", + "CABLES1", + "AVPI1", + "AURKA", + "ANAPC16", + "CDC37", + "CCDC34", + "CMTM7", + "AMOTL1", + "C1orf53", + "BPNT1", + "CLPTM1L", + "CLGN", + "BOP1", + "CNN3", + "CDCP1", + "AP2B1", + "CD40", + "CNOT6L", + "CLK2", + "CHCHD7", + "BSCL2", + "COL5A3", + "CLCA2", + "COPG2IT1", + "ALG1", + "CHSY1", + "C9orf85", + "C6orf47", + "ARHGEF10", + "CELSR2", + "CDK19", + "CORIN", + "CPA4", + "AMPD2", + "CD163L1", + "COL10A1", + "CCDC80", + "BCORL1", + "CHAMP1", + "CCT3", + "CNTLN", + "CD44", + "COPZ2", + "CCDC136", + "CERS1", + "CHMP1A", + "CHCHD3", + "CD47", + "CD24", + "BMERB1", + "CEBPZ", + "CILP", + "COA6", + "ARHGAP11A", + "CHD1L", + "CD58", + "C1S", + "CIMAP3", + "CAVIN1", + "CHCHD4", + "BCL10", + "CLINT1", + "CCND2", + "ALS2", + "BDH2", + "CELSR3", + "CBLB", + "COCH", + "BUD23", + "B3GALT2", + "CD164", + "CPT2", + "CLCN3", + "CLTC", + "BST2", + "COLCA1", + "COG5", + "CFDP1", + "CMTM3", + "CSTPP1", + "COX2", + "ANXA2", + "CSMD2", + "COL15A1", + "CDC42SE2", + "CCT8", + "CEP70", + "CENATAC", + "CCDC89", + "ARHGAP6", + "CDK17", + "BUB3", + "CHURC1", + "COIL", + "BOK", + "CISD1", + "CDC123", + "ATG16L1", + "C2orf81", + "ASTN2", + "CHMP7", + "CBY1", + "CASP3", + "CEP89", + "CLCN5", + "CCNE2", + "CARM1", + "CHFR", + "CABYR", + "BPNT2", + "CENPU", + "BLOC1S4", + "ATP10A", + "CDK5RAP2", + "CKS2", + "CTDNEP1", + "ASH1L", + "CBX7", + "ANKS6", + "CDCA2", + "COG1", + "CHD7", + "ACOT2", + "BIN3", + "CFAP298", + "ARHGAP19", + "CCNO", + "C16orf87", + "CFAP97", + "COPS5", + "AOX1", + "CKLF", + "CTSH", + "DDO", + "CTC1", + "ADSS1", + "CAMK2G", + "CRBN", + "CLCF1", + "CA5B", + "ADGRG2", + "C1QTNF5", + "AK9", + "CLSTN1", + "CPT1A", + "COMMD5", + "CIAO3", + "D2HGDH", + "CDC42SE1", + "C9orf72", + "CARNMT1", + "BSDC1", + "CCDST", + "CDK15", + "CEMIP", + "CMAS", + "CLPTM1", + "CD248", + "CCDC12", + "CRYM", + "CALR", + "CCDC115", + "ATP6V0D1", + "ATP11C", + "CEP170B", + "CNP", + "COQ2", + "CDK12", + "COMMD8", + "CBR3", + "CRLF1", + "CHID1", + "CARD19", + "CEP68", + "CNTRL", + "CCND3", + "C2CD2", + "BCL3", + "CWC22", + "B3GAT3", + "COX19", + "CAPRIN1", + "BRD4", + "CDC42EP2", + "CAPZA2", + "B3GNT2", + "CDK1", + "CHCHD5", + "APAF1", + "BMP4", + "ASH2L", + "APIP", + "ATP6V1B2", + "C18orf32", + "CEP170", + "CD151", + "CALD1", + "ADAM19", + "CALM2", + "CCNG1", + "COL6A3", + "BTG2", + "CACNB3", + "CST4", + "CFL2", + "BCAT2", + "CD68", + "BAHCC1", + "CCDC74A", + "CLDND1", + "CDR2L", + "C2orf49", + "CDCA4", + "CBX3", + "C1orf198", + "CHKB", + "COPB1", + "CLEC2B", + "CFAP36", + "CDC42EP3", + "CAPS", + "CEP57", + "CDADC1", + "CACNB4", + "CCN5", + "CARS1", + "CREBBP", + "CDK2AP1", + "CEP20", + "BST1", + "CRIP1", + "CLOCK", + "ATP11A", + "CCNF", + "CHM", + "CSAD", + "CELF2", + "COQ4", + "ANXA2P2", + "ATP5F1D", + "CNRIP1", + "CHMP4A", + "CXCL9", + "DDRGK1", + "CCT6A", + "BMP1", + "CCL26", + "COMMD10", + "CCSER2", + "CHPT1", + "CSE1L", + "CENPBD2P", + "CCNH", + "BRWD3", + "CLPP", + "C11orf87", + "CTF1", + "COX1", + "CMC4", + "DDX23", + "CPED1", + "CENPL", + "CLN8", + "C1orf43", + "CEP162", + "CRYZ", + "ANKRD35", + "CCNL2", + "APBB3", + "ANAPC1", + "CXXC5", + "CAPN5", + "CRYBB2P1", + "CASP4", + "CRELD1", + "CIT", + "CTDSPL", + "CCDC126", + "CREB3L1", + "CELSR1", + "CADPS", + "ATP1A1", + "CDYL", + "ATXN10", + "CNPY3", + "CGRRF1", + "CTIF", + "CDK7", + "CIBAR1", + "COPZ1", + "CRLF3", + "BTN3A3", + "CAPRIN2", + "CDC37L1", + "CXXC1", + "CCNA2", + "CKAP4", + "CLPX", + "ATP6V0B", + "CINP", + "BNC2", + "CFH", + "CKAP2L", + "ARK2N", + "CFAP263", + "CENPW", + "CPSF7", + "ATG101", + "CRELD2", + "C2", + "CHN2", + "CSKMT", + "CCNC", + "CMC1", + "DBF4B", + "BICD1", + "CYB561D1", + "CCDC6", + "CRIM1", + "CLIP1", + "CSNK2A2", + "CCDC92", + "CUTALP", + "CHMP4B", + "CMAHP", + "CMPK2", + "CDC14B", + "CACNA2D1", + "COPS3", + "CCNB2", + "COX7A1", + "BSG", + "CTNNB1", + "CSTF3", + "CISD2", + "CNOT7", + "CRNKL1", + "COASY", + "CPAP", + "BCOR", + "BACE2", + "CMTM4", + "COQ3", + "ACTN4", + "C6orf89", + "DLX4", + "BAP1", + "CA5BP1", + "COX15", + "BOLA3", + "CSPG4", + "CYP2E1", + "CFD", + "ATP11B", + "CDK13", + "CWC15", + "COL14A1", + "CDK5RAP1", + "CCT7", + "CDKL1", + "CENPH", + "DGCR6", + "COL7A1", + "CASC3", + "AXL", + "CTHRC1", + "COX7B", + "CDKN1C", + "ASAP2", + "CGNL1", + "CDH10", + "CBLL1", + "CLSPN", + "BBOF1", + "CMTM6", + "CHML", + "CKAP5", + "CYP2R1", + "CRK", + "DNAJC27", + "COPS2", + "ATXN7L3B", + "CTBS", + "CHPF2", + "COQ10B", + "CLDN1", + "CPS1", + "CCN1", + "CTNNBL1", + "CXCL6", + "CDH1", + "COQ8A", + "ANKRD20A5P", + "CDPF1", + "CMTR1", + "BMPR2", + "C1orf174", + "CPEB2", + "C17orf58", + "CCDC77", + "CHTF18", + "CXCL12", + "CDCA7L", + "CTAGE15", + "CRNDE", + "CASP6", + "CBX4", + "CIRBP", + "CDC42EP4", + "CSF2RB", + "CLU", + "CYTH1", + "DDX52", + "CEP250", + "COG2", + "COL18A1", + "CKB", + "CFAP68", + "CDIPT", + "C7orf25", + "COX6C", + "DAZAP2", + "COBLL1", + "CCDC22", + "C1QTNF7", + "ASB8", + "CDR1", + "CEP57L1", + "COTL1", + "CSTF2", + "CLIP4", + "CFAP69", + "ADD2", + "COX4I1", + "CDC73", + "C5", + "CLDN12", + "AGTR1", + "DCAF4", + "C15orf61", + "CHST3", + "CPD", + "ADAMTS10", + "CBFA2T2", + "CD46", + "CMPK1", + "CSNK1G3", + "CYP4X1", + "CNOT10", + "CD99", + "CLASP2", + "BCLAF1", + "CD63", + "CENPB", + "CWF19L2", + "COX10", + "CIAO1", + "CALU", + "COPG1", + "CTDSP2", + "DANCR", + "CHMP1B", + "CDC42BPA", + "CMSS1", + "CKS1B", + "CHORDC1", + "DDX27", + "DENR", + "DOCK9", + "BORCS5", + "DGKE", + "CXCL14", + "ARRDC3", + "CAMKMT", + "CCT5", + "CCDC102B", + "CLEC3B", + "CSRNP2", + "CCDC186", + "COL2A1", + "CSNK1D", + "DDA1", + "COL1A2", + "CNOT9", + "CHEK2", + "CC2D1B", + "BAK1", + "CDO1", + "CDK4", + "BORA", + "CCL13", + "COL24A1", + "COX7A2P2", + "BRAP", + "COPS7B", + "CCT4", + "CIC", + "DNAJB11", + "CEBPB", + "DCAF17", + "CPNE1", + "ANO10", + "DENND4A", + "DENND3", + "DCAF1", + "DENND1B", + "DDX46", + "CREBZF", + "CRYZL1", + "CAAP1", + "BTBD6", + "CMIP", + "CNOT1", + "CXCL1", + "COMMD9", + "COLGALT1", + "ATF6B", + "CLIC1", + "BTRC", + "ATP7B", + "CDC26", + "CUEDC2", + "CES2", + "DGKH", + "DCLRE1C", + "DNPH1", + "ATP6AP1", + "DDAH1", + "DHFR", + "CD2AP", + "CLIC2", + "CLCN6", + "CTNND1", + "COA1", + "ACLY", + "CYC1", + "CIZ1", + "CAMK1D", + "EDF1", + "CTSL", + "CSK", + "CTR9", + "DDX17", + "DECR2", + "C2orf42", + "CDC5L", + "CPLANE2", + "CYP39A1", + "DGKD", + "CCDC167", + "CRAT", + "DMTF1", + "CREB3", + "CP", + "CDCA8", + "COPS9", + "BCAP31", + "CCDC3", + "DLG5", + "CUTA", + "CDCA5", + "DNASE1", + "CENPA", + "CBS", + "CCND1", + "COL8A1", + "DCAF7", + "DUXAP10", + "CCDC88A", + "CRISPLD1", + "CHCHD2", + "CHEK1", + "DZANK1", + "ATP13A3", + "CYP2U1", + "CNPPD1", + "DMXL1", + "CYB5R1", + "CPEB4", + "BCAR3", + "BTN3A2", + "CCNYL1", + "BET1L", + "ALDH1L2", + "CENPE", + "CPT1B", + "COL4A4", + "COL6A2", + "CHI3L2", + "C1RL", + "ACTC1", + "CDK11A", + "DCLK1", + "CHST10", + "CMBL", + "CPSF1", + "CPEB3", + "BEGAIN", + "CHD6", + "CROCCP2", + "COP1", + "DDR2", + "ATP5MJ", + "CYB5A", + "DENND11", + "DDX19A", + "CHRDL2", + "ASCC1", + "C15orf40", + "DCLK2", + "DHCR24", + "CALHM5", + "C2CD2L", + "CDC7", + "CCDC69", + "CDIN1", + "DEXI", + "DIP2A", + "DND1", + "DDX20", + "COPS8", + "CRKL", + "CYP27A1", + "BEND3", + "CUL5", + "CDC42BPB", + "DOK5", + "CLN5", + "AUTS2", + "DAGLB", + "CENPV", + "DCAKD", + "CFL1", + "DAG1", + "CENPC", + "CCL5", + "DPH1", + "CFHR1", + "ARF6", + "DDX39B", + "DAAM2", + "CSNK1G1", + "CTCF", + "DIAPH3", + "CRABP2", + "CPZ", + "CACNA1C", + "ATP6V1G1", + "CYB5D1", + "CNTNAP3", + "CRTAM", + "BRK1", + "CD109", + "DCN", + "DDB1", + "CYFIP2", + "DENND2C", + "CNKSR3", + "CHST2", + "CIPC", + "DDX11", + "CAPZA1", + "CCDC93", + "DNAJC9", + "CHODL", + "CDK14", + "DBF4", + "DDIT4L", + "BAIAP2", + "CSGALNACT2", + "CLCN7", + "C5orf46", + "CSRP1", + "COMMD7", + "B4GALT5", + "DLG1", + "CREBL2", + "DYNC2I2", + "DAXX", + "CLNS1A", + "COQ6", + "CPQ", + "COMMD6", + "ELOVL5", + "CSTF1", + "CPSF6", + "DLX3", + "DHX29", + "CRTC3", + "CEP97", + "DDX21", + "DHRS12", + "ENTPD1-AS1", + "CYP2B6", + "CAMSAP1", + "BHLHE22", + "CDK6", + "CENPBD1P", + "DAB2", + "CYSRT1", + "CCDC85B", + "BEX3", + "COX7A2", + "COL3A1", + "CFB", + "EHD1", + "CLK3", + "CENPN", + "DYNC1LI1", + "DALRD3", + "DBN1", + "ADNP2", + "DCAF11", + "DOCK6", + "DIP2B", + "DHX33", + "CENPF", + "DUS1L", + "CLIP3", + "DCP2", + "C6orf52", + "CLK1", + "ELP6", + "CD59", + "CPSF2", + "CRYL1", + "DDX19B", + "DXO", + "DFFB", + "CYBRD1", + "CYB561", + "CAPZB", + "CCAR1", + "DROSHA", + "DNAJC11", + "ENO1", + "ATP10D", + "CNOT6", + "DCLRE1B", + "ANXA6", + "CIMAP1B", + "CNDP2", + "DSCC1", + "CCT6B", + "CIP2A", + "CREG1", + "COQ10A", + "BCAP29", + "ECPAS", + "DDX39A", + "DPH3", + "DEGS1", + "CHD2", + "CETN2", + "DIS3L", + "CMC2", + "DCP1B", + "COX10-DT", + "CPTP", + "COQ9", + "CAV2", + "CDV3", + "DAPL1", + "CLP1", + "EFCAB2", + "ERBB2", + "CIDECP1", + "DNAJB2", + "DAPK1", + "DNAL4", + "DTWD2", + "ARNT2", + "ELF3", + "DPY19L1", + "ANKRD20A9P", + "DGKQ", + "CCDC86", + "CRYBG3", + "DPP7", + "CMKLR1", + "CHLSN", + "CPT1C", + "DKK3", + "CAPG", + "COG7", + "CYGB", + "CEBPZOS", + "CDH11", + "CENPX", + "CLDN22", + "CYP21A1P", + "E2F1", + "DIAPH2", + "BAHD1", + "DENND5B", + "ELN", + "DDX10", + "CNOT11", + "CCNT2", + "CTBP2", + "CHI3L1", + "CORO1B", + "FAM219A", + "DHRS7", + "DDIT4", + "BTN3A1", + "CFAP418", + "CAPNS1", + "C11orf98", + "CD55", + "CCNB1IP1", + "DSP", + "DTX4", + "DBNDD2", + "AKAP11", + "CYREN", + "CXCL2", + "CBL", + "CSF1", + "CYFIP1", + "CEP44", + "CLIC4", + "CIMIP2A", + "CYP7B1", + "DNAAF4", + "DUSP4", + "EHD3", + "DSG2", + "CYB5R3", + "CHST14", + "CETN3", + "DLGAP1-AS1", + "DNAJA1", + "CSNK2A1", + "DHTKD1", + "DCAF5", + "ENOSF1", + "COX17", + "DHRS1", + "CTTN", + "DENND5A", + "CCL8", + "CCT2", + "CHSY3", + "DNAJC6", + "CLASP1", + "EME2", + "CSRP2", + "CEP19", + "DYNC1I1", + "DCAF8", + "EPHB1", + "B4GALT3", + "DLX1", + "DISC1", + "ARRB1", + "CYSTM1", + "CYB5RL", + "CYTH3", + "CDH13", + "CRY2", + "DEF8", + "DYNLRB2", + "CNTROB", + "DGKI", + "CD81", + "EED", + "DSC3", + "DOK3", + "DYNLL2", + "DOCK7", + "DEDD", + "DDR1", + "DHCR7", + "CREBRF", + "CKLF-CMTM1", + "BCAS4", + "COA7", + "CNST", + "DIPK2A", + "CYLD", + "DIAPH1", + "CORO2A", + "COPE", + "DDX41", + "DTD1", + "CACHD1", + "COL5A2", + "CUL4B", + "DYRK1A", + "CPOX", + "DAPK3", + "EIF4A2", + "CDON", + "DGCR2", + "DHRS7B", + "COL4A5", + "CLMP", + "EBP", + "DHX35", + "DEFB1", + "COL27A1", + "CLDN23", + "EIF2AK4", + "DHRS4-AS1", + "CCDC85C", + "FAM76A", + "DNAAF9", + "DCTN6", + "DHPS", + "DIMT1", + "APPBP2", + "ATP6V0A1", + "DAP3", + "DMD", + "ATP5MG", + "CTSF", + "EEPD1", + "CYP20A1", + "CRLS1", + "DSEL", + "DLST", + "EMILIN3", + "DONSON", + "ELF1", + "CYP4V2", + "DCHS1", + "CDKN2B", + "DENND4C", + "ENTPD5", + "DNER", + "DYM", + "CREM", + "EPOP", + "CCNG2", + "EFHD1", + "DHFR2", + "DENND2B", + "CPM", + "CYRIA", + "CHERP", + "CYB5R4", + "BAG1", + "DUSP12", + "CYB5B", + "DCUN1D1", + "DPY19L2P2", + "CYTH2", + "CDK5R1", + "DAB2IP", + "EYA2", + "COL4A2", + "DDX3X", + "DDX59", + "COQ8B", + "CTBP1-DT", + "CTU2", + "DCXR", + "CTPS2", + "COPB2", + "DNAJC4", + "EPHB4", + "ECI1", + "ELK3", + "DEPP1", + "COG4", + "EFCAB7", + "DEK", + "BMAL1", + "CYYR1", + "ELOVL6", + "DOK1", + "DTNA", + "COX6A1", + "BHMT2", + "DENND10", + "DLK1", + "DDX6", + "CMKLR2", + "DNAJC2", + "CHIC1", + "DIABLO", + "CREB3L2", + "EEF1E1", + "DDX24", + "CXCL8", + "DRAM1", + "CYP17A1", + "CPSF4", + "CORO2B", + "ENPP4", + "ENDOV", + "COL21A1", + "BIN1", + "CS", + "CHD4", + "COMMD1", + "DYNC1H1", + "EGFL8", + "DUSP11", + "EYA4", + "CREB1", + "FASTKD3", + "DNAJB6", + "EP300", + "DENND6A", + "ELP3", + "CAD", + "CYB561A3", + "COX7BP1", + "EMB", + "EML5", + "COPA", + "ERCC2", + "CSDE1", + "DVL2", + "COX20", + "DGUOK", + "DDOST", + "EPM2A", + "EEF2K", + "COX7C", + "CST6", + "CNPY2", + "CNEP1R1", + "CBX1", + "CTPS1", + "DIDO1", + "CBX6", + "DARS1", + "EEA1", + "CSGALNACT1", + "FAM234A", + "BTBD8", + "C2CD4B", + "CFI", + "DGCR11", + "ECT2", + "BACE1", + "EHD4", + "DRAP1", + "DESI1", + "CENPS-CORT", + "CORT", + "DNAJC18", + "CUL1", + "COPS7A", + "ENTPD1", + "CSPP1", + "ENKD1", + "EEF1AKMT2", + "EML1", + "CSNK1E", + "COMTD1", + "ENTPD7", + "DCTN2", + "ELL3", + "EPHA4", + "DNAJB14", + "CABLES2", + "F8", + "DNAJC30", + "DDB2", + "CRYAB", + "DTX3L", + "DLEU1", + "DLAT", + "EIF2S2", + "CIB2", + "DMWD", + "COX16", + "DKK1", + "FAM162A", + "EIF3H", + "DIS3", + "ELAC1", + "ETV7", + "DCUN1D5", + "DCLRE1A", + "CPSF3", + "ECHDC2", + "CILP2", + "BCL2", + "COL16A1", + "DEDD2", + "CLPB", + "EIF3F", + "EPM2AIP1", + "CDK2AP2", + "DNAJA2", + "DHX16", + "DLGAP1", + "BORCS7", + "EPHA7", + "CERS2", + "EEF1B2", + "COX7A2L", + "EZH1", + "FNDC1", + "EHBP1", + "CYCS", + "BLZF1", + "C12orf57", + "DSTNP2", + "EML4", + "C11orf24", + "DYNLRB1", + "FAM149B1", + "FHIP2B", + "C8orf33", + "CROT", + "CYB5R2", + "EML3", + "APBB2", + "EXOSC2", + "DYNC2H1", + "CXCR4", + "DOCK8", + "ETFB", + "FAF2", + "FAM234B", + "CTNNA1", + "DNTTIP1", + "DDT", + "FAM117A", + "EPB41L1", + "FBXW11", + "ECE1", + "DEPDC1", + "DHX36", + "COA8", + "DICER1-AS1", + "DGLUCY", + "CERS6", + "CERS5", + "FASTKD2", + "EIF2B1", + "F8A1", + "CNOT2", + "DCAF16", + "EDC3", + "EID1", + "ATIC", + "DNPEP", + "FAN1", + "DUSP22", + "BDKRB2", + "ESYT2", + "EVA1B", + "DDI2", + "ELAVL1", + "CDCA7", + "CSTF2T", + "DET1", + "EBPL", + "EFL1", + "DKC1", + "DOLK", + "CTSB", + "ELOVL4", + "CTDSPL2", + "CRY1", + "EEIG2", + "EXOC4", + "ERCC8", + "DRG1", + "CD302", + "FAM3C", + "EIF5A", + "FBXL18", + "FKBPL", + "FANK1", + "FAM8A1", + "DENND1A", + "DUSP7", + "DBT", + "DIP2C", + "EFCAB11", + "COX18", + "ERC1", + "EAF1", + "DDIT3", + "DMXL2", + "COL4A1", + "CTSZ", + "COL13A1", + "FBXO42", + "FAM200A", + "CFAP300", + "FLII", + "EIF3J-DT", + "DDHD1", + "CTBP1", + "DUSP6", + "CPNE3", + "DUSP18", + "DNASE1L3", + "ATP8B3", + "DCK", + "FAM72A", + "CYP3A5", + "DNAI4", + "COX3", + "DAPK2", + "DCTN4", + "CTDSP1", + "EFNA5", + "ELAC2", + "FAM86C1P", + "CNBP", + "DUSP8", + "DYNC1LI2", + "ECH1", + "CDC20", + "DCTN1-AS1", + "DVL3", + "DBI", + "DIRAS1", + "ELOA", + "DIPK1A", + "FDXR", + "CHMP5", + "CUL2", + "EVI2B", + "CLSTN2", + "FAM114A1", + "FAM161B", + "DOHH", + "DGKA", + "FAM87A", + "CNN1", + "EEF2KMT", + "EIF1B", + "DPAGT1", + "DVL1", + "EIF1AY", + "EVL", + "CDCA3", + "COQ5", + "DPCD", + "COMP", + "FBXO31", + "FAAP20", + "DOP1B", + "EIF2D", + "COX5A", + "EFTUD2", + "CPEB1", + "B3GALNT2", + "DNAJB1", + "ELF2", + "CARD16", + "FBXO6", + "FBXL20", + "DPH2", + "DDX47", + "ERCC4", + "FDX2", + "FAM117B", + "EIF2B3", + "FKBP4", + "DPM3", + "FBXO41", + "ELMOD2", + "ELOB", + "EBF2", + "EMC10", + "FBXO34", + "CENPT", + "ERI2", + "DCAF12", + "ELP5", + "DYNLT5", + "DUSP16", + "BCL11A", + "COL5A1", + "EIPR1", + "DCTN1", + "E2F7", + "DZIP3", + "ETV5", + "DHX40", + "ERLIN2", + "CTH", + "FABP4", + "EDIL3", + "CYBC1", + "CREB3L4", + "EMC3", + "CNOT4", + "ETV3", + "CDH8", + "EID2B", + "EEF1AKMT1", + "CHMP2B", + "EGR1", + "FBXW12", + "CUX1", + "ECRG4", + "DMKN", + "CYP1B1", + "EPHA5", + "CTXN1", + "DDX60", + "EARS2", + "FASTKD5", + "DDX42", + "EHD2", + "EDRF1", + "CTSS", + "DST", + "DPY19L3", + "FPGT", + "FDX1", + "DNAJC14", + "CORO1C", + "EIF3G", + "F3", + "DPYSL4", + "DEPDC5", + "CCL7", + "FBXO46", + "ETFRF1", + "G6PD", + "ENPP1", + "DCTN3", + "FASTKD1", + "FAM193A", + "DHX30", + "DDX60L", + "ESCO1", + "DTL", + "FAM20B", + "EPAS1", + "FGFR1OP2", + "FBXO11", + "CFAP70", + "ELFN1", + "DCAF6", + "DCAF13", + "BAG6", + "COG6", + "ESS2", + "EMX2OS", + "DNALI1", + "DNAAF10", + "ERICH1", + "CSNK1A1", + "DUSP3", + "GJC1", + "DCUN1D4", + "CLIC6", + "F2RL2", + "EXO5", + "FAIM", + "DDX3Y", + "CRTAP", + "FAM110B", + "FABP5", + "FBXO7", + "ERP29", + "FAM20A", + "FRMD3", + "FAAP100", + "FAM83H", + "FAM135A", + "DNAJC1", + "ERG", + "DYNC1I2", + "COL4A3", + "BDKRB1", + "FKBP7", + "DELE1", + "DAP", + "CNPY4", + "FLG", + "ERG28", + "FN3KRP", + "EDEM2", + "FBXO4", + "FAM161A", + "FNDC3B", + "CDC25B", + "DYNLT2B", + "ESR1", + "ENTREP3", + "CIR1", + "CSTB", + "EIF6", + "CLCN4", + "DDX56", + "EEIG1", + "EIF4E", + "CEP85L", + "EMC1", + "CWC27", + "DCTPP1", + "DOT1L", + "FAM118B", + "CKMT2-AS1", + "ELAPOR2", + "FAM171B", + "DAAM1", + "COMMD2", + "DENND2D", + "DMAC2", + "DERL1", + "CHCHD1", + "DPP3", + "CACNA1A", + "ESRRA", + "DZIP1", + "DUSP5", + "CPXM2", + "ATP5F1B", + "EXOC1", + "E2F6", + "FKBP15", + "FGD4", + "FAM53B", + "FEM1A", + "DHX15", + "AP5S1", + "ENO2", + "FRMD4B", + "ATXN1L", + "FGFBP3", + "FAM66B", + "ENDOG", + "FLCN", + "EMC8", + "ATAD2", + "DEPTOR", + "EPHB6", + "DYRK2", + "CMTM8", + "EDNRB", + "FGD5", + "DORIP1", + "EMC6", + "DEPDC7", + "DCUN1D3", + "C10orf90", + "COMMD3", + "DOCK1", + "EGFR", + "CHAC1", + "EP300-AS1", + "EPHA2", + "EPG5", + "CDC42EP1", + "DCDC2", + "EFHC1", + "FPGS", + "BMAL2", + "DR1", + "CRAMP1", + "EEF1A1", + "FLRT3", + "CUL7", + "CWC25", + "DPF3", + "CPE", + "FBXO30", + "EFNB2", + "CDK2", + "GRAMD1A", + "ERI1", + "ERVK3-1", + "FBXO28", + "ELOVL1", + "FAF1", + "DCBLD2", + "DDX18", + "EIF5", + "CSTA", + "EZR", + "EIF2B2", + "DDX50", + "ATP6V1G3", + "CADM1", + "DPF2", + "FBXO21", + "DBR1", + "DPYSL3", + "CDK5", + "DCPS", + "ERBIN", + "EPSTI1", + "EMC4", + "GFM1", + "CCNT1", + "CYTL1", + "CD74", + "EDN1", + "ERMAP", + "DOCK5", + "CTSA", + "DNAJC13", + "DAD1", + "EIF3B", + "FAHD2A", + "CRYBB2", + "DLD", + "EFR3A", + "EDEM1", + "FAM229B", + "CTTNBP2", + "ENAH", + "FRMD6", + "EXOC6", + "DPP8", + "FXN", + "CXCL3", + "ELOVL2", + "COG8", + "C3orf52", + "BOLA1", + "DOK4", + "FAM133B", + "DHX9", + "FLI1", + "ERAL1", + "E2F2", + "FEN1", + "EPHA3", + "EPS8", + "DHRS3", + "CUL4A", + "CST3", + "GAS6-AS1", + "FHL1", + "GDNF", + "CERK", + "FAM86DP", + "DNM1", + "EIF4A1", + "CHMP3", + "ERP44", + "DUT", + "DCTN5", + "FCRLA", + "DACT1", + "FGFR3", + "DMAC2L", + "FAM3A", + "GTSE1", + "ERGIC1", + "ETFDH", + "EIF2S1", + "FIGNL1", + "DNM3OS", + "GABPB1-AS1", + "CUTC", + "FAM98A", + "EGFLAM", + "DYNLT1", + "DMAC1", + "GOLGA3", + "EIF2AK1", + "DNAJA4", + "GAK", + "FLT1", + "FAM174C", + "DHRS4", + "DNAJB9", + "EIF1AX", + "ECHS1", + "COX6B1", + "DDX5", + "CNKSR2", + "FBLN5", + "EREG", + "GUCY1A1", + "EIF4H", + "DERA", + "EPC1", + "FCHO2", + "EHMT2", + "FZD2", + "EPS15", + "GOLGA2P7", + "GATAD1", + "GK5", + "FAM24B", + "DIRC3", + "FAIM2", + "FGD5-AS1", + "ETS2", + "DCBLD1", + "FAM120A", + "FLJ42627", + "FER", + "FAM136A", + "DIO2", + "ELK1", + "DIRAS3", + "DNM1L", + "FOXP4", + "EIF3E", + "CALCOCO1", + "EMP3", + "GLIS2", + "FKBP3", + "COMT", + "DNAJB12", + "ECM2", + "DCTD", + "FAM50B", + "DMPK", + "ETS1", + "DUS4L", + "GEMIN5", + "DKK2", + "DNAJB4", + "FCF1", + "DCP1A", + "DSTN", + "EXT2", + "ERCC6L2", + "EPS8L2", + "CISD3", + "FCHSD1", + "DUSP19", + "EIF1AD", + "EGLN2", + "C17orf75", + "COL22A1", + "DHDDS", + "CNTNAP1", + "CFAP410", + "FKBP8", + "CERT1", + "FKBP1B", + "EIF4G2", + "EID3", + "EIF4B", + "EIF4E3", + "GDF11", + "FIRRM", + "COPRS", + "GDA", + "FRZB", + "GATB", + "EMC7", + "EGLN3", + "FAM199X", + "ESM1", + "GATAD2B", + "EME1", + "ENPP2", + "FBXO16", + "EMP1", + "FAM120B", + "EZH2", + "FECH", + "FLT3LG", + "GATAD2A", + "CAMTA1", + "ESCO2", + "FAXC", + "FAH", + "EIF4A3", + "H2AC11", + "FAM118A", + "CZIB", + "FAM131B", + "ERO1B", + "CEP126", + "GMPPB", + "CDK8", + "FANCL", + "CHIC2", + "COL1A1", + "CCDC47", + "EVI5", + "DCAF10", + "CYB5D2", + "FTX", + "FIS1", + "DOCK11", + "FCGRT", + "EXOC7", + "FILIP1", + "CTNNAL1", + "EXOC6B", + "GSPT2", + "FBXW2", + "DNAJC5", + "GIGYF2", + "CYS1", + "FIBIN", + "GDE1", + "EMX2", + "FAM174A", + "ELF4", + "FARP2", + "GALM", + "FAM83G", + "FMO1", + "EXOSC1", + "EMILIN2", + "DOLPP1", + "CEP120", + "GCFC2", + "FOXL2", + "EPRS1", + "EIF4EBP3", + "CNTN3", + "CYP27C1", + "GLB1", + "FAM217B", + "GLI2", + "FBXL5", + "FAM13C", + "FIGN", + "EPS15L1", + "GALK2", + "GAB1", + "FKBP2", + "EMG1", + "GABBR2", + "CUL3", + "FITM2", + "FBXO22", + "FBXW4", + "DLEU2L", + "CDKN2AIPNL", + "GLO1", + "FUNDC1", + "FRG1", + "DCUN1D2", + "DGAT2", + "GGCT", + "FN1", + "FAT1", + "EYA3", + "COQ7", + "GLCCI1", + "DHX57", + "FGF2", + "DAB1", + "EBLN3P", + "DENND4B", + "FRAS1", + "CDC40", + "EPC2", + "HSD17B7", + "FBXW7", + "CEMIP2", + "CTSD", + "FKSG49", + "DNASE1L1", + "FBH1", + "COX8A", + "FAU", + "FAM241A", + "FKRP", + "EIF2S3", + "FCRLB", + "FAM184B", + "CTTNBP2NL", + "ERO1A", + "GDF1", + "FBXL12", + "CGGBP1", + "FAM200C", + "FBXL7", + "FKBP11", + "EID2", + "HCST", + "GLI4", + "EBF3", + "GUSBP1", + "EIF3C", + "GNE", + "FGF14", + "ENOX2", + "ELOF1", + "EBAG9", + "GOLGA6L4", + "EDEM3", + "GTF2E2", + "FNIP1", + "EPOR", + "DUSP23", + "EPB41L2", + "FAM47E", + "FAM76B", + "GPLD1", + "DFFA", + "CXCL5", + "DOK6", + "FOXJ2", + "EVA1A", + "GBF1", + "GNG12", + "DNAAF5", + "FAM98B", + "GBP3", + "DHX8", + "ESYT1", + "ESF1", + "DNAJC15", + "GRINA", + "DPH5", + "FBXO36", + "GNPAT", + "DHRSX", + "FOXN2", + "CNOT3", + "HEPH", + "H3C1", + "FTO", + "FGF14-AS2", + "GPRASP1", + "EXOSC4", + "EXPH5", + "DNAJC10", + "ETFBKMT", + "GPX8", + "GOLGA4", + "EIF2B4", + "DYNLT3", + "FSBP", + "GPER1", + "GATC", + "FSCN1", + "GDAP2", + "FAM120C", + "FHOD3", + "C1R", + "CLK4", + "ERLIN1", + "G0S2", + "FUT11", + "FOXC2", + "GALC", + "HDAC7", + "FYTTD1", + "DLX2", + "B4GAT1", + "FKTN", + "CDK10", + "GCLM", + "GPR4", + "ERGIC2", + "GAREM1", + "GALNT10", + "GABARAPL1", + "FKBP14", + "FEZ1", + "COL8A2", + "GLI3", + "GABARAP", + "DDX49", + "FHL2", + "FDPSP2", + "DACT3", + "GINS1", + "GREM1", + "EGFL6", + "GDPD5", + "GALNT7", + "EFEMP1", + "GTPBP4", + "FSTL3", + "HAS2", + "ERMARD", + "GALNS", + "FZD4", + "GLYR1", + "FTH1", + "GFER", + "GPT2", + "EXOSC8", + "DYRK4", + "GABRE", + "GPN1", + "EBF1", + "EYA1", + "CD83", + "HAUS3", + "GAN", + "HDAC5", + "F11R", + "EFNB1", + "FBF1", + "HIP1R", + "EXO1", + "GALNT11", + "DUSP14", + "FARSA", + "HHIP", + "DNMT3A", + "GDF5", + "FAM171A1", + "HLA-F-AS1", + "FGF13", + "HENMT1", + "EXOC3", + "EGR2", + "DNAH3", + "FAM53C", + "COL12A1", + "HERC3", + "DNASE2", + "GABRB2", + "FBXO25", + "FAM219B", + "GNAI2", + "EXOSC6", + "EPB41L5", + "EMC9", + "FBRSL1", + "DNAAF11", + "FBXL2", + "DNAJA3", + "CNIH1", + "CSRNP1", + "HPS1", + "FAHD1", + "FLOT2", + "FAM13A", + "GTF2E1", + "FAR1", + "ENTPD4", + "EPN2", + "GPATCH4", + "EEF1G", + "FAM131A", + "GALNT12", + "GNB1L", + "GNA14", + "C1orf21", + "GRK4", + "EPB41L4A", + "HIVEP3", + "EIF2AK3", + "HLA-DRA", + "FNTB", + "IL18R1", + "FMNL3", + "CLTB", + "IFT22", + "C1orf122", + "DSN1", + "HILPDA", + "GNRHR2", + "EPB41", + "FANCI", + "FLNA", + "GTDC1", + "COLGALT2", + "GATD3", + "EP400", + "FAM224A", + "HERC6", + "GMPR2", + "CRIPT", + "EXOG", + "CEP78", + "FAM149A", + "GRIA3", + "DLG3", + "HABP4", + "EIF5A2", + "FNTA", + "FGFR2", + "GAS5", + "FOCAD", + "DSTYK", + "FZD5", + "CDR2", + "EIF3A", + "FOXK2", + "FOSL2", + "EMP2", + "GPRC5B", + "FAM83D", + "EPB41L3", + "FZD3", + "CTSC", + "COPG2", + "CRISPLD2", + "HLX", + "GNG2", + "FERMT1", + "FAM114A2", + "HNRNPUL2", + "GBP4", + "DNAI3", + "DTNBP1", + "HTRA2", + "CELF1", + "FZD6", + "EIF4EBP2", + "FOXG1", + "FKBP10", + "FAM223A", + "G2E3", + "GPR158", + "FEM1B", + "FGFR1", + "HSD17B8", + "FOXO3", + "GEMIN2", + "C3", + "GDAP1", + "GPR18", + "FBXO32", + "GPAT4", + "FADS3", + "EIF4E2", + "DOCK4", + "GLUD2", + "HEIH", + "FANCF", + "DPT", + "CTSK", + "FZD8", + "ENPP5", + "FANCD2", + "H2BC9", + "GPR75-ASB3", + "ELMO2", + "F2R", + "EPHX2", + "GEMIN4", + "GMPR", + "CRCP", + "FGF7P6", + "GYS1", + "GPANK1", + "ELP2", + "HLA-DQB1", + "G3BP1", + "ERCC1", + "CHP1", + "EIF4G1", + "GABPB2", + "HOTAIR", + "GGT7", + "FANCG", + "FOXN3-AS1", + "GSTK1", + "GSTM5", + "GADD45B", + "GPC4", + "FBXO9", + "EML2", + "GSPT1", + "GSTZ1", + "GNB5", + "FLNC", + "GRAMD4", + "F2RL1", + "GNPTG", + "EN1", + "GPI", + "GUSB", + "ERGIC3", + "HMGB2", + "GNA12", + "EMD", + "ETNK1", + "FUBP1", + "GLOD4", + "FBXO33", + "GPR68", + "GPR27", + "FEZ2", + "ATP23", + "EIF2A", + "GPSM2", + "HAUS4", + "HYPK", + "GIGYF1", + "DLC1", + "FURIN", + "EXOC2", + "GJD3", + "DNMT1", + "CYP26B1", + "ERCC3", + "CCNL1", + "GPATCH11", + "EVC", + "EXOSC3", + "GLCE", + "HPS4", + "GDI1", + "FAM168A", + "DDHD2", + "IFT172", + "GJA9", + "DNAJC3", + "FKBP1A", + "GINS2", + "FMN1", + "IDI1", + "EHHADH", + "GPR180", + "DESI2", + "FYCO1", + "FUS", + "EPDR1", + "EFCAB14", + "GLRX", + "COL11A1", + "FARSB", + "ERMN", + "GMFB", + "GPC2", + "GSE1", + "HEXB", + "ETV1", + "GAS2L3", + "GPR155", + "FMOD", + "GPATCH1", + "ETAA1", + "GTF2H5", + "GTPBP3", + "HSCB", + "FRMD8", + "FLRT2", + "GOLIM4", + "DYNC2LI1", + "GLIPR1", + "HEATR5B", + "FOXN3", + "DTWD1", + "GPR176", + "GCNT1", + "H2AC6", + "CNN2", + "HSPE1-MOB4", + "DLG2", + "HERC5", + "FOXF1", + "FAT3", + "FLYWCH1", + "HOXB4", + "FOXL1", + "CH25H", + "HOMER2", + "HOOK3", + "GULP1", + "HPS6", + "GPATCH8", + "HEXIM2", + "FTL", + "HYCC2", + "DAZAP1", + "FOXD1", + "GYPC", + "GPR157", + "ERRFI1", + "GMEB1", + "FUNDC2", + "HMG20B", + "E2F3", + "ETV6", + "HP1BP3", + "ERMP1", + "GPN3", + "DYSF", + "C5orf22", + "FGGY", + "GNB4", + "FGF11", + "HAS3", + "FOXP1", + "HYCC1", + "ELL2", + "FAS", + "AMPH", + "HLA-DRB3", + "IKBKG", + "EXD2", + "GXYLT2", + "FBN1", + "GOLM2", + "GOLGA7", + "GLE1", + "DAPP1", + "DNAL1", + "DHODH", + "FAM43A", + "GNL3", + "DIS3L2", + "GOLGA5", + "FNIP2", + "HNMT", + "GTPBP1", + "GOLPH3", + "GCDH", + "DIXDC1", + "FAM169A", + "EPHX1", + "CARHSP1", + "HERC2P2", + "GLRB", + "HSPA5", + "GMDS-DT", + "DOP1A", + "GALNT16", + "GNAI1", + "GPN2", + "DNMBP", + "CPNE8", + "FRYL", + "DTD2", + "HYAL1", + "IGF2", + "CYBB", + "GSTM3", + "GPSM1", + "GNRH1", + "ITGAV", + "ENOPH1", + "ENG", + "FTSJ1", + "ECI2", + "GREM2", + "DDX31", + "ELAPOR1", + "CTNS", + "GSR", + "FUCA1", + "CXCL16", + "HS2ST1", + "DLGAP5", + "DLX6", + "FJX1", + "CDC42EP5", + "FAM86B1", + "GALNT2", + "GNPNAT1", + "ICAM1", + "GEMIN7", + "GALNT17", + "GUF1", + "IDH3G", + "GABARAPL2", + "ITPR2", + "GALNT15", + "GTF3C1", + "JMJD8", + "HECTD1", + "FAM167A", + "DHX32", + "FOXRED2", + "HINT3", + "FXR2", + "FUT8", + "DGCR8", + "GFPT2", + "GSTCD", + "ERI3", + "GAS1", + "ESD", + "HSD17B12", + "FEM1C", + "HAUS2", + "GLB1L", + "EEF2", + "HLA-G", + "EXTL3", + "GRB2", + "ICA1L", + "HYMAI", + "HOXA9", + "KIDINS220", + "ELOC", + "GUCD1", + "HMOX2", + "FBL", + "IGF2BP3", + "EEF1AKMT3", + "HYOU1", + "GABARAPL3", + "FH", + "FBXL14", + "EIF4EBP1", + "GP1BB", + "IDH2", + "GNAL", + "EXTL2", + "GSTA4", + "GGH", + "GIT1", + "EIF3K", + "GID4", + "DUSP10", + "FOXM1", + "FCGR2A", + "HYAL2", + "HSP90AA1", + "HLA-DOA", + "DNAJC8", + "FOSL1", + "HIKESHI", + "ITGA1", + "GPR88", + "EWSR1", + "HSD17B4", + "HLA-DRB1", + "HOXB5", + "FMO3", + "GXYLT1", + "GGA3", + "INMT", + "FIP1L1", + "FHOD1", + "CAPN7", + "HOXB-AS1", + "FMO4", + "DPP4", + "ETF1", + "GPD2", + "HINFP", + "GPAA1", + "HSPA2", + "IRF9", + "GUSBP11", + "H2AC8", + "GK", + "FAM174B", + "GCC2", + "GUSBP14", + "HRK", + "IGFBP1", + "HGS", + "HNRNPF", + "DLG4", + "GNG11", + "IER3IP1", + "GPR39", + "GLMN", + "GOLGA8N", + "GFPT1", + "GRN", + "GLTP", + "GDI2", + "HSPB8", + "GSTO2", + "GTF3A", + "FBRS", + "KIF13A", + "DYNLL1", + "ERH", + "FSD1L", + "ITGA3", + "FZD1", + "GNA11", + "GNS", + "COX14", + "FAM220A", + "FXYD1", + "CPPED1", + "HNRNPM", + "EIF2B5", + "IQCG", + "H2AC18", + "KANSL2", + "HACE1", + "ERF", + "CDS2", + "IGFBP2", + "GFRA1", + "GPRASP2", + "FAM91A1", + "HADHB", + "ELP4", + "HEATR6", + "FGFRL1", + "HUNK", + "GLMP", + "FAHD2CP", + "GALNT13", + "FOXO4", + "HCG18", + "HNRNPA1L2", + "GPNMB", + "GSS", + "CEP170P1", + "EIF2AK2", + "IFI35", + "GPR161", + "DNM3", + "DSE", + "DIRAS2", + "FASTK", + "FIBP", + "GSN", + "FOXF2", + "EBNA1BP2", + "FLJ46875", + "IDS", + "FMC1-LUC7L2", + "ICAM2", + "COMMD4", + "HAGH", + "FGF7", + "GLIS3", + "GJA3", + "CCKAR", + "GCSH", + "HDAC4", + "IL17D", + "FSAF1", + "HOXD3", + "H2BC21", + "GFUS", + "FLNB", + "HMG20A", + "ITGB8", + "ERAP1", + "FAM222B", + "IK", + "HNRNPUL1", + "EAPP", + "CNOT8", + "IL15RA", + "FOXO1", + "IPMK", + "HMCN1", + "GSKIP", + "HDDC3", + "DLEU2", + "INTS2", + "GADD45A", + "GORASP1", + "HACD4", + "GUCY1A2", + "ISYNA1", + "CCDC9B", + "GLT8D1", + "DNAJC25", + "GIN1", + "HNRNPA1P3", + "ENDOD1", + "GTF2IRD2", + "GLRX2", + "EFS", + "HMGA2", + "FOXJ3", + "FST", + "IL7", + "ECHDC3", + "GARRE1", + "FBLN1", + "FAM200B", + "GRHL1", + "HRAS", + "IFT27", + "GPR85", + "HSPB6", + "GABPA", + "EIF5B", + "HLA-DPA1", + "HINT2", + "CYP51A1", + "FAM204A", + "GGCX", + "GPHN", + "DBNL", + "ATAD3A", + "GRWD1", + "GCLC", + "HOXA5", + "H1-0", + "HDAC11", + "GCN1", + "DNTTIP2", + "DNAAF2", + "HACL1", + "GATA6", + "FBXO8", + "IFT122", + "GLIS1", + "ERN1", + "FOS", + "HLA-DRB4", + "GAB2", + "IFI30", + "GSTT1", + "CYB561D2", + "HOXA1", + "FBLIM1", + "INPP1", + "EFHD2", + "FAM120AOS", + "GNG5", + "GALNT1", + "EI24", + "HAVCR2", + "EOGT", + "FLVCR1-DT", + "H3C6", + "GRIN2D", + "GLT8D2", + "HEATR1", + "GON4L", + "COPS6", + "GSDMD", + "HINT1", + "HEG1", + "HOXD10", + "HDHD2", + "FAM228B", + "H1-10", + "FAM89A", + "KATNA1", + "KDM4D", + "DYNC2I1", + "GPR146", + "GJA9-MYCBP", + "EGLN1", + "IFNGR1", + "COX5B", + "DNAJC16", + "IDH3B", + "ERAP2", + "FCSK", + "HNRNPA1P37", + "HCCS", + "GBP1", + "KLF13", + "IFI16", + "HNRNPL", + "FAM162B", + "HOXA10", + "GLDN", + "FHIP1B", + "KMT5A", + "INTS13", + "GRPEL1", + "IRF3", + "ITGA10", + "CMTR2", + "HMGCR", + "ICE2", + "IMPDH1", + "GNG10", + "HIPK1", + "GDF15", + "HSPBP1", + "HNRNPH1", + "GET3", + "CYRIB", + "FBXW9", + "FAM156A", + "GLRX5", + "ISOC1", + "HEBP1", + "FABP3", + "CHRAC1", + "HMGN3-AS1", + "FILIP1L", + "INSC", + "KAT6A", + "GLA", + "GUSBP4", + "GHR", + "KLHL17", + "FAM177A1", + "LAMA5", + "KRT19", + "IFI27", + "FRG1BP", + "HDAC9", + "HNRNPC", + "KANSL1L", + "ECM1", + "GPX3", + "GPRC5A", + "FLJ32255", + "HOXB3", + "HECTD3", + "HLA-DRB5", + "IFT70A", + "FRMPD4", + "ILDR2", + "H2BC7", + "IL15", + "HTRA4", + "IER2", + "ICE1", + "FAM111A", + "ITGB3BP", + "EIF4G3", + "FBXO3", + "GIPC1", + "FAP", + "HELQ", + "HOXC8", + "HOXA7", + "KALRN", + "GLRX3", + "IRAK1", + "HMBS", + "KLF4", + "KAZALD1", + "HTT", + "HSP90B1", + "FUCA2", + "HEATR3", + "IARS2", + "KCND3", + "HSPA1A", + "KCNK1", + "GNL1", + "GBP2", + "HELLS", + "HIBCH", + "KLHL26", + "HOXA13", + "GRB10", + "FAM107B", + "HGH1", + "FGF1", + "HAUS6", + "IL32", + "FTH1P5", + "HECTD2", + "HMGA1", + "H2AJ", + "FZD7", + "IGFBPL1", + "CXCL10", + "FYN", + "IRF6", + "HERPUD2", + "GPCPD1", + "FBN2", + "GM2A", + "ITGB1BP1", + "IQCK", + "LIPH", + "GSTO1", + "DRAM2", + "DPYSL2", + "FXR1", + "ELP1", + "GALNT3", + "HECW2", + "HRH1", + "ITGA6", + "FANCA", + "ITPKB", + "GJB2", + "GTF3C5", + "DNAH5", + "GNPDA2", + "KCNB1", + "GAREM2", + "KLKB1", + "HOXD8", + "HPF1", + "HYI", + "KCNJ15", + "GNPTAB", + "INPP4A", + "GMNN", + "HDAC8", + "HIC2", + "GLS", + "EXOSC7", + "HMGXB3", + "IGFBP7", + "DNAJC21", + "GNPDA1", + "HK2", + "ITPR1", + "JUND", + "IL6R", + "FOLR3", + "FXYD5", + "HCN3", + "GAA", + "KIF2A", + "HOXD9", + "IHO1", + "HACD3", + "GORASP2", + "EIF3D", + "GSTP1", + "HSPE1", + "GASK1B", + "GOLT1B", + "ICMT", + "HSPG2", + "GTF2A2", + "GBA2", + "KCNA4", + "GOLM1", + "CREB5", + "HOPX", + "KIAA0040", + "DNAJC24", + "CX3CR1", + "IMMP2L", + "IGSF9B", + "FOXP2", + "EVA1C", + "DICER1", + "GEMIN6", + "ENY2", + "EPHB2", + "KRR1", + "INO80", + "IQCA1", + "KRT18", + "IL21R", + "GPAM", + "GORAB", + "ILRUN", + "ERCC5", + "GAS2L1", + "LMBR1L", + "HMCES", + "INTS6", + "GPKOW", + "FLOT1", + "IFITM2", + "HNRNPU", + "KPNA5", + "KDM6A", + "HDAC3", + "FNDC3A", + "MCTS1", + "H2BC12L", + "KRT10", + "GTPBP8", + "GYG1", + "ERBB4", + "FOXC1", + "EFEMP2", + "FRRS1L", + "COX11", + "HAX1", + "KRIT1", + "HS3ST3B1", + "IFT140", + "IRF7", + "DUSP1", + "FMO2", + "IRX3", + "IFT25", + "GMPPA", + "JPX", + "IFNGR2", + "KCNS1", + "INPP5F", + "FAM13B", + "GRSF1", + "ISY1-RAB43", + "IGK", + "IFTAP", + "GMEB2", + "INPP5E", + "HPCAL1", + "CLCC1", + "JAM3", + "IAH1", + "H3-3B", + "GFOD3P", + "GPATCH2", + "KIF5B", + "DPM1", + "HMGB1P4", + "FBXO38", + "ITGB3", + "HCFC1R1", + "GGNBP2", + "FHIP1A", + "GADD45GIP1", + "ING4", + "CFAP20", + "ITGA5", + "GOLGA8CP", + "ITGB2-AS1", + "ITIH5", + "ISCA1", + "H3P6", + "DNLZ", + "IL6ST", + "HSPBAP1", + "EIF3L", + "IMP3", + "LRP3", + "JKAMP", + "KCTD16", + "KATNAL1", + "ING5", + "MMP12", + "FADD", + "ICAM3", + "ANKRD40", + "GBE1", + "FRK", + "GOLGB1", + "DHRS4L2", + "IFT57", + "KMT2E", + "HIPK3", + "GART", + "KCTD2", + "GPR183", + "IGSF8", + "FSTL1", + "IARS1", + "KLHDC4", + "IRGQ", + "LRRC4C", + "GET1", + "HMGXB4", + "FAM133A", + "CLTA", + "GCA", + "KIAA0319L", + "HPS5", + "GALK1", + "GOT2", + "HAT1", + "GNA13", + "FARP1", + "HOXC9", + "GGA1", + "HNRNPH2", + "HTR2B", + "HSPA9", + "GIMAP2", + "ITSN2", + "GPS2", + "GRK6", + "JAG1", + "HLA-A", + "KY", + "INTS8", + "MGAM", + "ING2", + "HIC1", + "IMMP1L", + "FLVCR1", + "HM13", + "IRF2BPL", + "IKZF2", + "KIAA0513", + "INA", + "H2AC14", + "KCNK2", + "IFT74", + "LRP8", + "FERRY3", + "KAZN", + "GTF2A1", + "HLTF", + "EIF3I", + "HNRNPA3", + "KIAA2013", + "KIF21A", + "METTL21A", + "HSPA14", + "JPT2", + "IQCH-AS1", + "LAMB1", + "GCOM1", + "KLF12", + "HCLS1", + "IL17RD", + "GIPC2", + "KCNIP4", + "IKZF5", + "HSPB7", + "KLHL2", + "IPP", + "MOB3C", + "IFT80", + "ITGA8", + "GET4", + "ATP5F1C", + "GOLGA1", + "KIAA1755", + "HOXB6", + "HMGN4", + "HCFC2", + "IDH3A", + "KDM6B", + "IRAK1BP1", + "LATS1", + "HCFC1", + "IPPK", + "LRRC41", + "LHPP", + "INTS3", + "IL4R", + "KAT7", + "KCTD20", + "ID1", + "GPAT3", + "KDM5B", + "LIG3", + "JADE1", + "G6PC3", + "KIFAP3", + "GLG1", + "ITM2A", + "LARP7", + "KRI1", + "IMP4", + "IKBIP", + "FAM124A", + "LAMC2", + "METTL25B", + "JRK", + "KCNMA1", + "EIF4ENIF1", + "IFI27L1", + "GTF2B", + "MBOAT7", + "HSDL2", + "H3C3", + "GUK1", + "ITGB1", + "GNAS", + "FAT4", + "IMPACT", + "HSPB3", + "KCTD14", + "FAM20C", + "IL26", + "FBXO5", + "KCNN4", + "HECTD4", + "KDM1B", + "ISLR", + "HARS2", + "IRX1", + "HSPA8", + "IMMT", + "HTRA1", + "ECD", + "KCTD17", + "MFHAS1", + "JAGN1", + "HAPSTR1", + "ITPK1", + "DTYMK", + "H1-2", + "GPBP1L1", + "JMY", + "MORC2", + "GPR89A", + "KMT2C", + "H2BC10", + "HYLS1", + "GSDME", + "IFI44L", + "GOLGA8B", + "H3-3A", + "KIRREL3", + "HMGN3", + "KCNJ6", + "MPP3", + "GINS3", + "KAT8", + "LRCH3", + "MASTL", + "LAMP1", + "INTS15", + "HIRA", + "IFT52", + "HNRNPAB", + "ITGA7", + "MADD", + "ILVBL", + "ITPRID2", + "HEYL", + "ISG20L2", + "HERPUD1", + "FGF9", + "GALT", + "INTS12", + "DPYD", + "KRT223P", + "DNAJC19", + "FAM168B", + "CKAP2", + "LACTB2", + "KREMEN1", + "HERC1", + "IFIT5", + "HDGF", + "MRGBP", + "MCM8", + "KPNA1", + "MFSD4B", + "EXOSC9", + "MACROH2A2", + "KCTD1", + "KCNK15", + "GATA2", + "IBA57", + "ITGB5", + "HMOX1", + "HMGCL", + "HOGA1", + "MANEA", + "KCNE3", + "HIGD2A", + "KRBOX4", + "HSD17B10", + "KLHL23", + "KCNE4", + "LAMA2", + "FKBP5", + "CSNK2B", + "KCTD6", + "IFRD2", + "KCNMB1", + "LDLRAD3", + "KANK2", + "KLF6", + "HDGFL3", + "HAUS1", + "EMSY", + "MRC2", + "CTSO", + "IQCE", + "LINC02693", + "L3MBTL3", + "MED24", + "JDP2", + "MED13L", + "ITGAE", + "HAND2-AS1", + "IGDCC4", + "L1CAM", + "HEXA", + "EXOC8", + "INSYN1", + "LBH", + "FDPS", + "GTF2F1", + "MAB21L2", + "NOL4L", + "KANK1", + "KIAA1586", + "CHD3", + "GSDMB", + "HLA-E", + "ECHDC1", + "HEMK1", + "LURAP1", + "JCAD", + "HEY2", + "FUT4", + "ISCA2", + "ISY1", + "GTF2H2C", + "EXT1", + "IFT81", + "MRPL37", + "LRRC32", + "MPP1", + "KLHL28", + "H2BC6", + "LINC02915", + "KHNYN", + "FAM50A", + "HDDC2", + "LASP1", + "IFFO2", + "LVRN", + "LSM14B", + "GLUL", + "H2BC12", + "KIF22", + "KRT34", + "KATNIP", + "GREB1L", + "KATNB1", + "LDHC", + "H2BW4P", + "LDB2", + "FRA10AC1", + "HMGB3", + "FGD1", + "FAM89B", + "GTF2H2", + "KCNJ18", + "GPR78", + "JHY", + "MIR6836", + "MAML2", + "ETFA", + "FGF5", + "IQSEC1", + "KBTBD2", + "FTSJ3", + "LRRCC1", + "LRIG2", + "KLHL13", + "MIR15A", + "MCM3AP", + "HLA-J", + "IFT56", + "MAN1B1-DT", + "IMPA2", + "LMNB1", + "KAT2B", + "HSPA4L", + "ID4", + "MRPL45P2", + "HTATSF1", + "KRT33A", + "KCNAB1", + "MIS12", + "INTS4", + "GRB14", + "EEF1D", + "LMAN2L", + "KSR1", + "IPO5", + "IQGAP3", + "GRIA1", + "NPTX2", + "IDE", + "ILK", + "INTU", + "PART1", + "KIFBP", + "NKAIN2", + "LEP", + "KRT222", + "FAM216A", + "KNTC1", + "KANSL1", + "FHL3", + "MED16", + "LETM1", + "JMJD6", + "H2AZ1", + "HOXC11", + "IFITM1", + "KIF23", + "LBR", + "HAUS7", + "HSD17B1", + "MANBA", + "PARPBP", + "LLPH", + "HSPB2", + "KDM5A", + "KLHL15", + "MCTP1", + "MAD2L1", + "LAMP5", + "HNRNPLL", + "KCTD11", + "HSPA12A", + "HACD1", + "LEPR", + "HIBADH", + "IWS1", + "ITM2C", + "MIR7703", + "KLF9", + "MAFIP", + "KIF9", + "LAPTM4A", + "ERLEC1", + "GLIPR2", + "MAN1A2", + "KLF11", + "MCPH1", + "MSRA", + "GHITM", + "GNAI3", + "GTF3C4", + "MGC16275", + "HOMER3", + "MICOS10", + "HAGLR", + "IL17RA", + "LINS1", + "MED23", + "LPXN", + "LPIN2", + "LRRC8A", + "GTPBP2", + "GPM6B", + "KPNA2", + "ITCH", + "NUDT4", + "HNRNPA3P1", + "GNL2", + "MRPL34", + "IL10RB", + "PDZK1IP1", + "KCTD21", + "IQCB1", + "MED6", + "LXN", + "MED12", + "HSPD1", + "HPSE", + "HIF1A", + "MED26", + "LCAT", + "FNBP4", + "MAPK13", + "PHKA1", + "INAFM1", + "EP400P1", + "GSTM2", + "NARS2", + "INHBA", + "MAGED2", + "IER3", + "INO80D", + "COLEC12", + "IGIP", + "MAP2K7", + "MAVS", + "LRRFIP2", + "KCNA1", + "IRF2BP2", + "HUWE1", + "LEMD3", + "HLA-DPB1", + "IGFBP5", + "LRATD2", + "HDHD5", + "JUNB", + "JTB", + "EIF3J", + "NRG2", + "HSD17B6", + "HLF", + "IRF1", + "FRS2", + "LATS2", + "OTUD7A", + "HIP1", + "FBXL17", + "GTF2F2", + "ELOA-AS1", + "EPB41L4B", + "MIR6741", + "EGR3", + "LY6K", + "KLHL9", + "KDM4C", + "HGSNAT", + "MRPS11", + "GPD1L", + "KDM4B", + "NACA", + "HCG4", + "HSF1", + "LCOR", + "HAPLN1", + "ID2B", + "MALAT1", + "GLB1L3", + "GRP", + "LSG1", + "GEM", + "NUP42", + "KLC2", + "NAT14", + "INSIG1", + "GYG2", + "MAP4K4", + "H2AC15", + "LNPEP", + "LIPT1", + "MED17", + "DERL2", + "GDPD3", + "MACIR", + "LAMTOR4", + "PCDHB5", + "HERC2", + "IGFBP6", + "COA3", + "GANAB", + "MAMDC2", + "GABBR1", + "FUBP3", + "MACO1", + "PHF7", + "PDE4C", + "MAOB", + "H4C8", + "KCTD5", + "METTL4", + "LAMP3", + "MED28", + "IRAK4", + "HBS1L", + "MTCL2", + "KYNU", + "GFM2", + "KCTD7", + "POLA2", + "MMS19", + "KBTBD8", + "KDELR2", + "MIDN", + "IDNK", + "LRR1", + "LAS1L", + "LARP4", + "ITPRIP", + "MEAF6", + "HK1", + "POM121L9P", + "FOXO3B", + "HACD2", + "IGF2R", + "MAGI2-AS3", + "MIR31HG", + "MCOLN2", + "KIAA0232", + "NT5C3B", + "DNAJC12", + "MIR3917", + "KIRREL1", + "NOC2L", + "HNRNPD", + "INHBE", + "GPR108", + "GTPBP6", + "MEX3C", + "PAX8-AS1", + "IFI6", + "HMGB1", + "SOCS2-AS1", + "GAPDH", + "LRPPRC", + "MRPS17", + "KTN1", + "INKA2", + "KLHDC3", + "MAP2K4", + "KTI12", + "IPO7", + "IFITM3", + "MCUB", + "IFT20", + "HBP1", + "H2AC25", + "GAR1", + "KRT10-AS1", + "IRAK2", + "GAS6", + "MLH3", + "LEFTY1", + "LSM2", + "IL11", + "LPAR6", + "NAGPA-AS1", + "LRRC17", + "FARS2", + "ITM2B", + "IL7R", + "LMO2", + "LCLAT1", + "NEFH", + "MAP3K12", + "LCMT1", + "MAGT1", + "KIAA0586", + "DPP9", + "ISG20", + "KXD1", + "FOXQ1", + "GPR107", + "MIRLET7D", + "MDH1", + "DNAJC7", + "LITAF", + "IFT43", + "LMNA", + "KIF7", + "GCH1", + "KRBOX1", + "LAMB3", + "MAPRE3", + "IL11RA", + "METTL17", + "JOSD2", + "LRRC57", + "IRS1", + "MATN2", + "PPP2R3C", + "MED21", + "PEX39", + "HTR7P1", + "MYO9A", + "NHERF2", + "LAMP2", + "KHDC4", + "LYPLA1", + "MRPL47", + "MRPS18B", + "MBOAT2", + "LONP1", + "NSUN3", + "KLHDC1", + "GNAZ", + "MIR3064", + "KRT14", + "INS-IGF2", + "NAPRT", + "ING1", + "LRRC8B", + "ERCC6", + "LRRC40", + "NAALAD2", + "FKBP9", + "LYSMD1", + "LYSMD3", + "KLF5", + "LRRD1", + "LTA4H", + "EXOSC10", + "H3C7", + "INIP", + "NOC4L", + "ISM1", + "GPR137B", + "GREB1", + "ETHE1", + "MMP14", + "MFRP", + "MAP7D1", + "MFSD12", + "FNBP1", + "LYRM9", + "EXOC5", + "PAPPA", + "MGP", + "MEG9", + "GID8", + "IL20RB", + "MAP2K2", + "JAZF1", + "NBPF25P", + "NGDN", + "LOXL1", + "KLHL7", + "LMF2", + "METTL16", + "HOXB-AS3", + "MAP7", + "KLHL29", + "LIMA1", + "KMT2A", + "LOXL4", + "MIDEAS", + "KEAP1", + "GLIDR", + "MITD1", + "KBTBD11", + "PCDH19", + "MARCHF7", + "KCNJ12", + "HNRNPA2B1", + "LRRC36", + "BRD1", + "NAPB", + "NKX3-2", + "LRRC37A16P", + "MATR3", + "KDSR", + "MAFF", + "LYRM4", + "NFKB1", + "MIR100HG", + "GTF3C3", + "MEST", + "MSL1", + "LYST", + "HIPK2", + "JAK1", + "LDLR", + "IGF1", + "MIR195", + "HDAC1", + "GAP43", + "ITPA", + "MAU2", + "MAP3K6", + "KDM4A", + "HSPA12B", + "LRCH1", + "IKBKB", + "PAK2", + "MIR1248", + "LGR4", + "MAGI3", + "NR1D1", + "MTMR14", + "KLHL3", + "NDUFB7", + "MAP3K7CL", + "LRRC8C", + "ING3", + "LDOC1", + "ECSIT", + "PANK4", + "LETM2", + "KIF11", + "HOXB7", + "LSM10", + "MAP3K13", + "MINDY1", + "HARS1", + "MLX", + "MIR6125", + "KLF16", + "METTL8", + "NUBPL", + "LGMN", + "KCMF1", + "HAPLN3", + "NDN", + "DPY19L4", + "LTBP4", + "IL13RA2", + "MMP2", + "MDFIC", + "LSM12", + "MR1", + "KRTCAP2", + "METTL15", + "KNOP1", + "IL10RB-DT", + "KDM1A", + "RXFP2", + "MOCS2", + "KCNC4", + "NID2", + "IFIT3", + "FDFT1", + "THTPA", + "GABPB1", + "MIR302B", + "LBP", + "JMJD1C", + "PEX12", + "NUDT19", + "MAP3K5", + "HMBOX1", + "ENC1", + "KDM7A-DT", + "MDH2", + "LHX9", + "LZTS1", + "KLF2", + "DDAH2", + "KATNBL1", + "POLG2", + "PATJ", + "METTL13", + "MND1", + "KIZ", + "PHC3", + "LIMD1", + "KIAA1191", + "KLF7", + "HOXC5", + "MID1IP1", + "SLC7A5P1", + "KIF2C", + "HLA-DRB6", + "MEPCE", + "GSK3B", + "RXRB", + "IL33", + "LRPAP1", + "LRFN5", + "NINL", + "RASGRF2", + "MGAT1", + "IBSP", + "MRTFB", + "NBPF11", + "DUOX1", + "MOB3B", + "LSM6", + "KLHL21", + "NFKBIE", + "NGF", + "JAK3", + "PYM1", + "RBM18", + "NBPF20", + "LIN7B", + "PDCL3", + "MYD88", + "LRRC42", + "OSBPL7", + "GRHPR", + "LSS", + "MAGED4", + "GOSR2", + "SLC26A4", + "MCMBP", + "LIN37", + "N4BP1", + "MGMT", + "LAMTOR2", + "NSA2", + "METTL14", + "MXRA7", + "MIGA1", + "MAPRE2", + "MAP3K20", + "LSM7", + "MIR1204", + "NOL8", + "MPDZ", + "PMF1-BGLAP", + "IST1", + "KIT", + "PGR", + "GSTM1", + "MEOX2", + "MYO5A", + "NIT2", + "LIMS2", + "PAXX", + "MRM2", + "INTS9", + "PCBP2", + "MIER2", + "MIR6132", + "NCBP1", + "HSP90AB1", + "KNSTRN", + "MRPS9", + "SIX3", + "INSIG2", + "MTURN", + "NEK6", + "MPG", + "HLA-B", + "PISD", + "KLHL18", + "NCKAP5", + "LDAF1", + "ZNF70", + "FRY", + "RASAL2", + "IRX2", + "IFNAR1", + "MGAT5", + "LMO3", + "GRAMD2B", + "HBEGF", + "LRRC47", + "KLHDC8B", + "GEMIN8", + "MORN4", + "MAP2", + "KANK3", + "MPZ", + "LGR5", + "NANOG", + "MREG", + "IP6K2", + "ZNF250", + "GCC1", + "MX1", + "LOXL1-AS1", + "GIT2", + "OAZ3", + "MRPS31", + "IDUA", + "NLRC5", + "MYBBP1A", + "NFS1", + 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b/p3/regress/Osteoarthritis/significant_genes_condition_None.json @@ -0,0 +1,915 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ACBD3", + "ARL5A", + "ADAM17", + "ADAMTS2", + "ADAT1", + "ANKRD13C-DT", + "AQR", + "ATXN7L1", + "APC", + "AS3MT", + "RFPL1S", + "APOLD1", + "ADIRF-AS1", + "CSK", + "AP1S1", + "ALG5", + "ACP6", + "AGAP10P", + "FOXL1", + "C22orf39", + "AGPS", + "AGL", + "CD2AP", + "GEMIN8", + "ADPRM", + "AKAP8", + "AKAP9", + "BLOC1S5", + "FAM193A", + "AKAP10", + "ATP9A", + "BANP", + "AJAP1", + "HFE", + "CNDP2", + "AGTPBP1", + "ARL15", + "VPS26C", + "CASP7", + "CMAS", + "RAB12", + "ADK", + "ARHGEF5", + "ARHGEF12", + "ZNF701", + "ATF6", + "ATP5PB", + "ARV1", + "AP4E1", + "N6AMT1", + "RBM4", + "HOXD10", + "DPYSL4", + "ANAPC7", + "ANKRD20A1", + "CREM", + "B3GALT5", + "RBM10", + "BMI1", + "ACO1", + "CLUAP1", + "HSPH1", + "ACTR6", + "TMEM263", + "MIS12", + "ZNF253", + "DPY19L1", + "CCDC8", + "EML5", + "KPNA5", + "ERMAP", + "ENKD1", + "ARHGEF18", + "ANKRD40", + "C6orf47", 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b/p3/regress/Osteoarthritis/significant_genes_condition_Obsessive-Compulsive_Disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..83c770a1e951ea3b614a1c87f05c104249c1c92e --- /dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Obsessive-Compulsive_Disorder.json @@ -0,0 +1,918 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ACBD3", + "ARL5A", + "ADAM17", + "ADAMTS2", + "ADAT1", + "ANKRD13C-DT", + "AQR", + "ATXN7L1", + "APC", + "AS3MT", + "RFPL1S", + "APOLD1", + "ADIRF-AS1", + "CSK", + "AP1S1", + "ALG5", + "AGAP10P", + "ACP6", + "FOXL1", + "C22orf39", + "AGPS", + "AGL", + "CD2AP", + "GEMIN8", + "ADPRM", + "AKAP8", + "AKAP9", + "BLOC1S5", + "FAM193A", + "AKAP10", + "ATP9A", + "BANP", + "AJAP1", + "HFE", + "CNDP2", + "AGTPBP1", + "ARL15", + "CASP7", + "VPS26C", + "RAB12", + "CMAS", + "ADK", + "ARHGEF5", + "ARHGEF12", + "ZNF701", + "ATF6", + "ARV1", + "ATP5PB", + "AP4E1", + "RBM4", + "N6AMT1", + "HOXD10", + "DPYSL4", + 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--git a/p3/regress/Osteoarthritis/significant_genes_condition_Psoriasis.json b/p3/regress/Osteoarthritis/significant_genes_condition_Psoriasis.json new file mode 100644 index 0000000000000000000000000000000000000000..826b28cc94a7b43f0229fe7fe1ad0203639d3aaa --- /dev/null +++ b/p3/regress/Osteoarthritis/significant_genes_condition_Psoriasis.json @@ -0,0 +1,882 @@ +{ + "significant_genes": { + "Variable": [ + "ABCB5", + "ACBD3", + "ARL5A", + "ADAM17", + "ADAT1", + "ADAMTS2", + "ANKRD13C-DT", + "AQR", + "ATXN7L1", + "APC", + "APOLD1", + "ADIRF-AS1", + "AS3MT", + "RFPL1S", + "CSK", + "ALG5", + "AP1S1", + "FOXL1", + "AGAP10P", + "ACP6", + "AGL", + "AGPS", + "CD2AP", + "C22orf39", + "ADPRM", + "AKAP8", + "BLOC1S5", + "GEMIN8", + "CNDP2", + "AKAP9", + "FAM193A", + "ATP9A", + "BANP", + "AKAP10", + "HFE", + "AGTPBP1", + "AJAP1", + "RAB12", + "ARHGEF5", + "DPYSL4", + "ADK", + "ARL15", + "HOXD10", + "ARV1", + "CMAS", + "ABCA8", + "ATP5PB", + "ARHGEF12", + "VPS26C", + "N6AMT1", + "CASP7", + 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+ } +} \ No newline at end of file diff --git a/p3/regress/Osteoporosis/significant_genes_condition_Age.json b/p3/regress/Osteoporosis/significant_genes_condition_Age.json new file mode 100644 index 0000000000000000000000000000000000000000..6980cc192134a8d41f85aedd511d6f5987fc76db --- /dev/null +++ b/p3/regress/Osteoporosis/significant_genes_condition_Age.json @@ -0,0 +1,600 @@ +{ + "significant_genes": { + "Variable": [ + "ARFGEF1", + "ACTN2", + "ZBTB7B", + "YBEY", + "ANKRD20A11P", + "MSH3", + "PAF1", + "KLHL11", + "INTS13", + "CENPO", + "CIP2A", + "TOM1", + "DPF2", + "SHF", + "IL17F", + "ZBTB7C", + "MAPK7", + "ANKRD1", + "ZP1", + "PLCB4", + "IFI27L2", + "RAD51D", + "DOC2A", + "NCR1", + "YIPF3", + "ARF5", + "CHPF", + "RIMS1", + "LINC00474", + "PPP1R3A", + "SCN8A", + "AGO3", + "AGBL4", + "CELA1", + "LPO", + "HAO1", + "EPB41", + "PPP1R2P1", + "BAX", + "C9orf43", + "PANK2", + "SLC5A7", + "ABCA6", + "PRSS38", + "IL2", + "SCGB2A2", + "CCDC73", + "ZC3H13", + "RPA2", + "KIF21B", + "GUSBP4", 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+ "ADAMTS16", + "A2M", + "ABCA5", + "ABRACL", + "ABCD3", + "AADAC", + "ABRA", + "ACSL1", + "ACOT12", + "ABCA9", + "ABCA6", + "AADACL2", + "ADGRB3", + "ABCF3", + "AATF", + "ACE", + "ABCC1", + "ACBD5", + "ABCB6", + "ADRA2B", + "ABCC13", + "ABHD8", + "ADAM30", + "ADH4", + "ADAMTS19", + "ABCC11", + "AADAT", + "AAR2", + "ABCC6", + "ADORA1", + "ADAMTSL2", + "ADCY9", + "ADGRF2P", + "ACAA2", + "ABHD16B", + "ACTL8", + "ABCC4", + "AHSP", + "ADAMTS17", + "ABCF1", + "ACTA2", + "ABTB3", + "ACTB", + "ACOT2", + "ACER3", + "ALDH1L1", + "ABCB8", + "C1D", + "ABCC8", + "AMDHD2", + "ACTN4", + "ACSM3", + "ACKR1", + "ACTR1A", + "A2ML1", + "ABHD17B", + "AKAP10", + "ACY1", + "ADAMTS8", + "ADCY5", + "ADGB", + "ADAM5", + "ADGRE1", + "ATP5F1E", + "ADGRA1", + "AKR1C1", + "A4GALT", + "ACAD8", + "ABHD14B", + "ADPRHL1", + "ABRAXAS1", + "ALDH3B2", + "ADAM8", + "ABHD4", + "ACR", + "ACAP2", + "ABRAXAS2", + "ABTB2", + "AGPAT1", + "AGTRAP", + "AASDH", + "ABHD14A", + "ADAMTS6", + "ACKR4", + "CARMIL1", + "AGO4", + "ACTR5", + "ARFRP1", + "ALLC", + "ACYP2", + "ATP8B2", + "ADRA2C", + "ABHD16A", + "ADD2", + "AMFR", + "ANKRD40", + "BARHL1", + "ATP10A", + "ACSL4", + "CCDC70", + "AKR1D1", + "ADSS1", + "ACRBP", + "C1orf53", + "ABCG1", + "ABLIM3", + "ACP4", + "ASPHD2", + "ACLY", + "ADGRG3", + "AGTPBP1", + "FSIP2", + "ANGPT1", + "ABHD11", + "BCL6B", + "ABTB1", + "ARAF", + "APOC4", + "ADAM29", + "ACP1", + "ACOT7", + "AHCTF1", + "BIRC7", + "ADAM20", + "AMELY", + "AP4E1", + "AARS1", + "ABCC10", + "AMELX", + "ACTRT3", + "AIFM1", + "ACTG2", + "ANKRD1", + "AEBP1", + "ACD", + "CFAP299", + "ALKBH5", + "ALKBH8", + "ABHD10", + "AKAP9", + "APOF", + "CDO1", + "ACKR3", + "CFAP95", + "ADAT2", + "ALAD", + "CNTNAP4", + "CNTN5", + "AEBP2", + "AMZ2", + "CASC3", + "CRYBA1", + "CA9", + "ANP32A", + "CRYBA4", + "CAPN11", + "ABCA12", + "ATP6V0A4", + "BEST3", + "ADCY1", + "AGBL2", + "AGBL3", + "ABHD3", + "ANK3", + "ANKAR", + "TSPAN16", + "DIRC1", + "AP1S3", + "ANAPC11", + "AFF4", + "AGRN", + "ARFGEF1", + "AMHR2", + "ACOT9", + "CBX2", + "AQP6", + "ACP5", + "COG6", + "ADARB2", + "AWAT1", + "AHDC1", + "ABCA8", + "FBP2", + "ACMSD", + "AMMECR1", + "AFAP1", + "ABCC9", + "ACSL6", + "AIMP1", + "COA8", + "KCNH7", + "ADRM1", + "ACP6", + "C10orf62", + "CFHR2", + "ANXA10", + "ALKBH3", + "ABCC5", + "ACTN1", + "AKR1E2", + "ADGRG4", + "CSMD1", + "ARHGAP18", + "DCDC1", + "ASB9", + "ASTL", + "ACAA1", + "ADH1A", + "ARPC4", + "ATP11C", + "BPIFB3", + "BTBD9", + "AP1AR", + "ADGRL3", + "ALDH6A1", + "ABCC2", + "ABI1", + "CATR1", + "AKAP13", + "ADAM17", + "ASB10", + "BMP6", + "ALDH1A3", + "BOK", + "C11orf58", + "ADIPOR2", + "ANAPC16", + "CD101", + "CHRNB1", + "BCORL1", + "ABAT", + "BCL7A", + "AGPAT4-IT1", + "DNAI7", + "A4GNT", + "CLEC1B", + "ACOX2", + "ALG8", + "ACSM2B", + "DEFA4", + "CFAP418", + "BPY2B", + "ABCF2", + "CCND2", + "ADGRF3", + "ADAM18", + "AKAP12", + "HOXD8", + "FSHB", + "ANKRD30BP2", + "DPPA3", + "AKAP4", + "CARD14", + "ALKBH2", + "ANKRD30A", + "AKAP8", + "APAF1", + "AURKB", + "CHD7", + "AIFM2", + "ARSA", + "CSF2RA", + "CR1L", + "ATAD2", + "CDC37L1", + "BTBD8", + "CNOT6", + "ANO6", + "ARHGAP31", + "ABLIM1", + "ADAMTS12", + "ANOS1", + "FASN", + "NCDN", + "ADAMTS9", + "DLSTP1", + "CCR8", + "ADGRF5", + "ALDH18A1", + "ALKBH6", + "ARHGEF6", + "AIRE", + "ANO1", + "ABO", + "FAM153A", + "BCOR", + "PNPO", + "CD300E", + "ALDH2", + "ATP5IF1", + "ACTL7B", + "ACVR1", + "ADAMTS18", + "CALHM3", + "ANKRD34A", + "ATP13A2", + "PDZD9", + "APC", + "ALG11", + "ABCC12", + "CXCR5", + "ACVRL1", + "ADO", + "CCL13", + "ARF5", + "ANKRD12", + "FATE1", + "ARC", + "AKAP3", + "AQP1", + "ADARB1", + "CARNMT1", + "CASP2", + "LYG2", + "BRD4", + "CBX5", + "ACAP3", + "CCDC89", + "AKT3", + "ATF4", + "ANAPC10", + "ADCK2", + "ATP11A", + "ITGAD", + "AFTPH", + "DNTT", + "AZGP1", + "ABCA1", + "AKT2", + "CYP27B1", + "BEX5", + "CNST", + "HHIPL2", + "CMTM1", + "ADAMTSL4", + "ADGRG5", + "ARAP3", + "ARMC12", + "ATP8A1", + "ADD3", + "ATRNL1", + "CCR10", + "GFRAL", + "ANXA13", + "CERK", + "ASCC1", + "ASB3", + "ACADS", + "ARPC2", + "ELOVL3", + "CCL8", + "ARHGEF18", + "BAX", + "ANGPTL7", + "DDI2", + "ADCY10", + "GNAL", + "ABI2", + "DGKE", + "ATP2A1", + "CCDC66", + "ACAD9", + "ACTG1", + "CRB2", + "ARL8A", + "ADA", + "ADAM32", + "ATF7IP", + "BIVM", + "GADD45G", + "ALDOC", + "CACNA1D", + "CCM2L", + "EPS15L1", + "DACH2", + "GTF3C2", + "ABHD12", + "C11orf65", + "KRTAP4-7", + "ACTL6A", + "ADI1", + "AFM", + "ACTR8", + "BARX1", + "BMP8B", + "C5", + "B4GALNT2", + "FLJ36000", + "ABCG4", + "NUTM1", + "CEP290", + "CLCN6", + "CPNE1", + "APH1A", + "ARSI", + "ABL2", + "PCIF1", + "ADAM28", + "AUTS2", + "GPR85", + "GAS2", + "CT45A1", + "ADGRF4", + "AP1S1", + "GABRA1", + "CHRM5", + "F11", + "MCMDC2", + "ADPRH", + "C1QTNF7", + "FLT1", + "COL4A1", + "ADAMTS5", + "BBOX1", + "KRTAP17-1", + "ADAP2", + "ARRB1", + "PPP1R2P1", + "ATP9B", + "ARMCX4", + "CDNF", + "CD109", + "ADRA1A", + "ANKRD54", + "AKR1C3", + "ABL1", + "AP2S1", + "C9", + "ASIC1", + "BBLN", + "CAPG", + "ATF5", + "C1orf87", + "CBLN1", + "ALDH7A1", + "MGC15885", + "AICDA", + "GFRA2", + "APCS", + "CRISP1", + "BPTF", + "ADIG", + "IKZF3", + "ACAD10", + "CHPF", + "CUEDC1", + "ARRDC1-AS1", + "CCDC39", + "BOLA3", + "C10orf90", + "ALPG", + "PLGLA", + "GPRC5D", + "CKMT2", + "ZIM3", + "DENND4C", + "AMBP", + "EVC2", + "ANXA1", + "AKR1B10", + "ADAMTS10", + "AMH", + "AGO3", + "ACAD11", + "ASB4", + "ADRB1", + "ABCE1", + "CCDC172", + "CC2D2B", + "AXDND1", + "ALKAL1", + "ALKBH1", + "C1QBP", + "ADAM21", + "ADSL", + "C4BPA", + "CSF2", + "ADM2", + "CFAP263", + "DMC1", + "C9orf40", + "CPSF1", + "CARF", + "ZFP42", + "AQP2", + "ASAP1-IT1", + "C10orf95", + "ATF6", + "GSTM1", + "ABCB11", + "ADAMTSL5", + "C19orf18", + "TMPRSS12", + "HORMAD2", + "B3GNTL1", + "ABHD1", + "GNRHR", + "ADIPOQ", + "KRTAP9-3", + "AMIGO1", + "CDK17", + "FLYWCH1", + "ALDH3A2", + "ARCN1", + "CARTPT", + "DLG3", + "TMEM131L", + "AGPAT3", + "NCR1", + "ALDOAP2", + "CWC15", + "ARL13B", + "BLOC1S5", + "CA10", + "CRYZL1", + "ANKRD46", + "CASP9", + "C14orf39", + "DIRAS2", + "CDYL2", + "BAIAP2L1", + "OR13C4", + "ADAM15", + "BDNF", + "ARID2", + "ADCY4", + "EPHA6", + "DNAH17", + "BRI3", + "INGX", + "ABCD2", + "RP2", + "AGT", + "CRCT1", + "ANKS3", + "AGAP3", + "AFG1L", + "CCDC62", + "DMRTC1", + "CLDN19", + "ZNF597", + "APRT", + "CDH20", + "ANKRD10", + "ANKRD13C", + "DOP1A", + "ALS2", + "FAM225A", + "ASPN", + "KLHL10", + "ADAM10", + "ACTA1", + "BANP", + "COX7B2", + "FLJ42393", + "DPP10", + "BAZ1A", + "APIP", + "CXCL13", + "BOLL", + "GRIA3", + "PPIL6", + "FHAD1", + "ATOH8", + "IQCF1", + "SPATA19", + "BCL2L10", + "RAB30", + "APBB3", + "ASIC3", + "CRIPTO3", + "FLOT2", + "EAF1", + "MYOC", + "DNAJB8", + "ACTR3", + "ADPRS", + "ADAMTS14", + "CCL20", + "DUSP18", + "ASTN1", + "ADGRE3", + "CDH2", + "OLFM3", + "CCL19", + "LYZL6", + "FBXW10", + "ALAS2", + "CDK19", + "ADAMTS15", + "ARHGEF12", + "CIT", + "GABBR2", + "ASCL3", + "RBM33", + "CCAR2", + "C1orf116", + "S100A7A", + "CATSPERE", + "CRYGB", + "ABLIM2", + "EMC9", + "SLC26A8", + "CAAP1", + "ZNF385B", + "SLCO5A1", + "TREML4", + "ANKUB1", + "B4GALT3", + "OR3A1", + "ATG9B", + "CBY1", + "ADAM12", + "ATG4C", + "ATG4A", + "DUOX1", + "ANPEP", + "MYCT1", + "FGF7P6", + "ACVR2A", + "MGC2889", + "AHI1", + "SFTPC", + "SPATA22", + "MPV17L", + "LGI1", + "ZNF396", + "COPG2", + "AOC3", + "C1GALT1C1", + "EMX2", + "L3MBTL2", + "ATP6V1E2", + "CNTNAP2", + "AVEN", + "ADAR", + "ANXA11", + "ARPC1A", + "TAAR9", + "ALDH4A1", + "BOLA2", + "CD248", + "TAFA3", + "CTAG1A", + "GDPD4", + "ARHGEF28", + "FEZF2", + "CCND1", + "ADAMTS7", + "BLTP3A", + "DVL2", + "CLCA2", + "AQR", + "ASCL2", + "SHCBP1L", + "C1QC", + "CACNB4", + "NME4", + "DNAJB7", + "BATF2", + "ATP6V1B2", + "AGO1", + "ELMOD1", + "ADH5", + "IL22", + "BTN3A1", + "BLNK", + "PRODH2", + "ARHGAP1", + "C12orf42", + "ARID1A", + "AMER2", + "KLHL3", + "ACTL6B", + "TIGD6", + "CIC", + "GDF3", + "AIM2", + "NEUROD6", + "AVIL", + "BEND6", + "C14orf119", + "DLG2", + "HAL", + "ATP1B3", + "ASB5", + "ACSBG2", + "F13B", + "ADHFE1", + "CDC14B", + "ASIC5", + "CWF19L2", + "DDX59", + "ELAVL2", + "AP3S2", + "COL4A6", + "NMBR", + "AGBL4", + "CFAP91", + "C1orf162", + "DGCR5", + "AZIN1", + "ATXN10", + "ARL3", + "ISG15", + "ATXN7L1", + "CALU", + "CHRNA6", + "ACYP1", + "KMT5A", + "FBXL22", + "CD276", + "FRAT1", + "CLEC4G", + "PPBPP2", + "AGTR1", + "C1orf21", + "DAG1", + "CPLX4", + "ARSK", + "MEG3", + "ABHD2", + "GREM2", + "ASH2L", + "CD72", + "ACO2", + "APOBEC3B", + "CDCA4", + "ADGRL4", + "ATP1A1", + "GBP3", + "CAMKV", + "CCL11", + "DEFB126", + "AGPAT2", + "MEA1", + "IVD", + "COL5A3", + "HJV", + "ERICH6", + "HS3ST3B1", + "KRTAP9-4", + "CHM", + "AREG", + "MAN1C1", + "ANKRD20A11P", + "LTB4R", + "ALOX15", + "ANKRD16", + "ABCA3", + "ANXA7", + "PTH2R", + "CLEC1A", + "ATP1A2", + "ACACB", + "ATG12", + "ADAMTS13", + "ENOSF1", + "CTAGE3P", + "MYRIP", + "MGC4859", + "ZNF197", + "ART1", + "C8orf17", + "ASZ1", + "ZSCAN31", + "CEP135", + "CLDN17", + "PRSS33", + "AKR7A2P1", + "IGDCC3", + "GLIPR1L1", + "ABCD1", + "C5AR1", + "C11orf21", + "P2RX6", + "EDEM1", + "CCL26", + "ATP4B", + "AKIRIN2", + "ANKRD13D", + "ADAMTS2", + "PPP1R3A", + "MYL3", + "PRSS27", + "ERCC6", + "APBA2", + "ACY3", + "ADCK1", + "KIF25", + "ARRDC2", + "THEM4", + "CEP97", + "CD180", + "FLJ32255", + "BAG6", + "CSTPP1", + "BPIFA3", + "BMP5", + "APOBEC2", + "ADGRV1", + "AHCYL1", + "OBSCN-AS1", + "CCL1", + "CPEB4", + "GRHL1", + "IL17RC", + "RBBP9", + "ADSS2", + "AQP10", + "CAMKMT", + "APOO", + "TNNT2", + "ANO4", + "AIF1L", + "ANKRD36B", + "ERI2", + "ACSS2", + "CCDC73", + "CLEC4C", + "MORN5", + "KRT25", + "GAS7", + "ATG4B", + "ATAD3B", + "CASKIN2", + "BHMT2", + "CNR2", + "CDKL1", + "FRMPD2", + "SLC7A14", + "ANO10", + "CBFA2T2", + "CINP", + "SLC10A7", + "EXTL2", + "KIAA0753", + "FGF21", + "ATG2B", + "ZNF354C", + "CALML5", + "NLRP2", + "ADCY6", + "BBS7", + "FGF14", + "ALDH3A1", + "CTU1", + "CENPV", + "ZNF70", + "DDI1", + "CHI3L2", + "DDIT4L", + "SARM1", + "NMRK2", + "CCDC65", + "SMG8", + "AP3S1", + "HEXIM2", + "ARHGAP5", + "LRTM2", + "OR8K3", + "HSPA12A", + "DNAJC6", + "ATP6V0D1", + "KCNH5", + "FSTL5", + "TNFRSF18", + "CEP15", + "B3GNT6", + "DSCAML1", + "ZNF510", + "CABP4", + "APPL2", + "B3GNT8", + "DIO1", + "DGUOK", + "AJAP1", + "CCKBR", + "ARHGEF25", + "DAP3", + "ALPK1", + "KPNA5", + "ALOX12P2", + "AMIGO2", + "GSTCD", + "FCGBP", + "BPI", + "NKAPL", + "ANP32B", + "IFT56", + "CD99L2", + "HCG4B", + "RIPPLY2", + "BBS2", + "OFCC1", + "CHGA", + "GDAP1", + "C8orf48", + "SPMIP3", + "BMERB1", + "IFIT5", + "LAMC2", + "DSEL", + "DCST1", + "ARSG", + "OR4K1", + "CKM", + "PSTPIP2", + "CAMSAP2", + "ARHGAP17", + "ARMCX5-GPRASP2", + "FGFBP3", + "AHSG", + "FN3K", + "FBXL20", + "PCYT1B", + "CATSPERD", + "ADIRF", + "PAK5", + "ANKMY1", + "EPX", + "METTL21A", + "C6orf52", + "ADORA2A", + "MVB12B", + "KRT6C", + "GCA", + "FRMD5", + "CLASP1", + "ARHGAP19", + "IFT52", + "ELP6", + "ACRV1", + "ALDH9A1", + "ATP13A5", + "MYORG", + "CCS", + "FCGR3B", + "ASXL1", + "ACAP1", + "MCAT", + "B3GALNT2", + "SLC1A6", + "CENPT", + "GNG3", + "BICC1", + "HOXC12", + "H2AC21", + "DXO", + "IFNA4", + "HTR3E", + "C11orf98", + "LHX5", + "BRINP3", + "AQP4-AS1", + "CCR7", + "CASP5", + 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0.3768437187126436 + } + } +} \ No newline at end of file diff --git a/p3/regress/Osteoporosis/significant_genes_condition_Sarcoma.json b/p3/regress/Osteoporosis/significant_genes_condition_Sarcoma.json new file mode 100644 index 0000000000000000000000000000000000000000..faecc111bd361e70e8018ede414ef7e95f03fd5e --- /dev/null +++ b/p3/regress/Osteoporosis/significant_genes_condition_Sarcoma.json @@ -0,0 +1,411 @@ +{ + "significant_genes": { + "Variable": [ + "INTS13", + "ZBTB7B", + "ARFGEF1", + "ACTN2", + "KLHL11", + "YIPF3", + "ANKRD1", + "IFI27L2", + "CIP2A", + "ZNF544", + "PLCB4", + "MAPK7", + "FOXD4", + "RAD51D", + "CENPO", + "ANKRD20A11P", + "SCN8A", + "MSH3", + "TMEM98", + "LPO", + "YBEY", + "ZNF33B", + "PAF1", + "TTC16", + "RSC1A1", + "ZP1", + "C9orf43", + "TOM1", + "PIGA", + "TUT7", + "ZC3H13", + "BAX", + "CBX2", + "RTL5", + "SHF", + "RAD9B", + "HAO1", + "CELA1", + "DNAJC30", + "AGBL4", + "SLIRP-OT1", + "METRN", + "ZFP30", + "ZBTB45", + "PRB1", + "PPP1R2P1", + "ABCA6", + 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/dev/null +++ b/tools/preprocess.py @@ -0,0 +1,589 @@ +import gzip +import io +import json +import os +import re +from typing import Callable, Optional, List, Tuple, Dict, Union, Any + +import pandas as pd + + +def geo_get_relevant_filepaths(cohort_dir: str) -> Tuple[str, str]: + """Find the file paths of a SOFT file and a matrix file from the given data directory of a cohort. + If there are multiple SOFT files or matrix files, simply choose the first one. Used for the GEO dataset. + """ + files = os.listdir(cohort_dir) + soft_files = [f for f in files if 'soft' in f.lower()] + matrix_files = [f for f in files if 'matrix' in f.lower()] + assert len(soft_files) > 0 and len(matrix_files) > 0 + soft_file_path = os.path.join(cohort_dir, soft_files[0]) + matrix_file_path = os.path.join(cohort_dir, matrix_files[0]) + + return soft_file_path, matrix_file_path + + +def tcga_get_relevant_filepaths(cohort_dir: str) -> Tuple[str, str]: + """Find the file paths of a clinical file and a genetic file from the given data directory of a cohort. + If there are multiple clinical or genetic data files, simply choose the first one. Used for the TCGA Xena dataset. + """ + files = os.listdir(cohort_dir) + clinical_files = [f for f in files if 'clinicalmatrix' in f.lower()] + genetic_files = [f for f in files if 'pancan' in f.lower()] + clinical_file_path = os.path.join(cohort_dir, clinical_files[0]) + genetic_file_path = os.path.join(cohort_dir, genetic_files[0]) + return clinical_file_path, genetic_file_path + + +def line_generator(source: str, source_type: str) -> str: + """Generator that yields lines from a file or a string. + + Parameters: + - source: File path or string content. + - source_type: 'file' or 'string'. + """ + if source_type == 'file': + with gzip.open(source, 'rt') as f: + for line in f: + yield line.strip() + elif source_type == 'string': + for line in source.split('\n'): + yield line.strip() + else: + raise ValueError("source_type must be 'file' or 'string'") + + +def filter_content_by_prefix( + source: str, + prefixes_a: List[str], + prefixes_b: Optional[List[str]] = None, + unselect: bool = False, + source_type: str = 'file', + return_df_a: bool = True, + return_df_b: bool = True +) -> Tuple[Union[str, pd.DataFrame], Optional[Union[str, pd.DataFrame]]]: + """ + Filters rows from a file or a list of strings based on specified prefixes. + + Parameters: + - source (str): File path or string content to filter. + - prefixes_a (List[str]): Primary list of prefixes to filter by. + - prefixes_b (Optional[List[str]]): Optional secondary list of prefixes to filter by. + - unselect (bool): If True, selects rows that do not start with the specified prefixes. + - source_type (str): 'file' if source is a file path, 'string' if source is a string of text. + - return_df_a (bool): If True, returns filtered content for prefixes_a as a pandas DataFrame. + - return_df_b (bool): If True, and if prefixes_b is provided, returns filtered content for prefixes_b as a pandas DataFrame. + + Returns: + - Tuple: A tuple where the first element is the filtered content for prefixes_a, and the second element is the filtered content for prefixes_b. + """ + filtered_lines_a = [] + filtered_lines_b = [] + prefix_set_a = set(prefixes_a) + if prefixes_b is not None: + prefix_set_b = set(prefixes_b) + + # Use generator to get lines + for line in line_generator(source, source_type): + matched_a = any(line.startswith(prefix) for prefix in prefix_set_a) + if matched_a != unselect: + filtered_lines_a.append(line) + if prefixes_b is not None: + matched_b = any(line.startswith(prefix) for prefix in prefix_set_b) + if matched_b != unselect: + filtered_lines_b.append(line) + + filtered_content_a = '\n'.join(filtered_lines_a) + if return_df_a: + filtered_content_a = pd.read_csv(io.StringIO(filtered_content_a), delimiter='\t', low_memory=False, + on_bad_lines='skip') + filtered_content_b = None + if filtered_lines_b: + filtered_content_b = '\n'.join(filtered_lines_b) + if return_df_b: + filtered_content_b = pd.read_csv(io.StringIO(filtered_content_b), delimiter='\t', low_memory=False, + on_bad_lines='skip') + + return filtered_content_a, filtered_content_b + + +def get_background_and_clinical_data(file_path: str, + prefixes_a: List[str] = ['!Series_title', '!Series_summary', + '!Series_overall_design'], + prefixes_b: List[str] = ['!Sample_geo_accession', '!Sample_characteristics_ch1'] + ) -> Tuple[str, pd.DataFrame]: + """Extract background information and clinical data from a matrix file.""" + background_info, clinical_data = filter_content_by_prefix(file_path, prefixes_a, prefixes_b, unselect=False, + source_type='file', + return_df_a=False, return_df_b=True) + return background_info, clinical_data + + +def get_gene_annotation(file_path: str, prefixes: List[str] = ['^', '!', '#']) -> pd.DataFrame: + """Extract gene annotation data from a SOFT file.""" + gene_metadata = filter_content_by_prefix(file_path, prefixes_a=prefixes, unselect=True, source_type='file', + return_df_a=True) + return gene_metadata[0] + + +def get_gene_mapping(annotation: pd.DataFrame, prob_col: str, gene_col: str) -> pd.DataFrame: + """Process gene annotation to get mapping between gene names and probes.""" + mapping_data = annotation.loc[:, [prob_col, gene_col]] + mapping_data = mapping_data.dropna() + mapping_data = mapping_data.rename(columns={gene_col: 'Gene'}).astype({'ID': 'str'}) + + return mapping_data + + +def get_genetic_data(file_path: str, marker: str = "!series_matrix_table_begin") -> pd.DataFrame: + """Read the gene expression data into a dataframe, and adjust its format""" + # Determine the number of rows to skip + with gzip.open(file_path, 'rt') as file: + for i, line in enumerate(file): + if marker in line: + skip_rows = i + 1 # +1 to skip the marker row itself + break + else: + raise ValueError(f"Marker '{marker}' not found in the file.") + + # Read the genetic data into a dataframe + genetic_data = pd.read_csv(file_path, compression='gzip', skiprows=skip_rows, comment='!', delimiter='\t', + on_bad_lines='skip') + genetic_data = genetic_data.rename(columns={'ID_REF': 'ID'}).astype({'ID': 'str'}) + genetic_data.set_index('ID', inplace=True) + + return genetic_data + + +def extract_human_gene_symbols(text: str) -> List[str]: + """ + Extract a list of likely human gene symbols from (often messy) GEO annotation text. + Includes both canonical symbols and the C#orf# pattern (e.g., C10orf54). + Excludes transcripts/predictions starting with NR_, XR_, LOC\d+, LINC\d+. + Filters out a few trivial lab terms (DNA, RNA, PCR, EST, CHR). + """ + + # Explanation: + # (?!NR_|XR_|LOC\d+|LINC\d+) Negative lookahead to exclude undesired prefixes. + # (?: ...|... ) Group of alternatives: + # [A-Z][A-Z0-9-]{1,9} The basic pattern: start uppercase + up to 9 more uppercase letters, digits or dashes. + # C\d+orf\d+ The special orf pattern (case-insensitive for "orf"? + # Usually official symbol is 'orf' in lowercase, so let's keep it as is). + # + # \b Word boundaries to ensure we capture whole tokens. + pattern = ( + r"\b" + r"(?!NR_|XR_|LOC\d+|LINC\d+)" + r"(?:[A-Z][A-Z0-9-]{1,9}|C\d+orf\d+)" + r"\b" + ) + + if not isinstance(text, str): + return [] + + candidates = re.findall(pattern, text) + + # Exclude trivial lab terms + exclude_simple = {"DNA", "RNA", "PCR", "EST", "CHR"} + filtered = [c for c in candidates if c not in exclude_simple] + + # Deduplicate in the order found + return list(dict.fromkeys(filtered)) + + +def apply_gene_mapping(expression_df: pd.DataFrame, mapping_df: pd.DataFrame) -> pd.DataFrame: + """ + Convert measured data about gene probes into gene expression data. + If a probe maps to n genes, each gene gets expression / n. Then we sum across all probes for each gene. + + Parameters: + expression_df (DataFrame): A DataFrame with gene expression data, indexed by 'ID'. + mapping_df (DataFrame): A DataFrame mapping 'ID' to 'Gene', with 'ID' as a column. + + Returns: + DataFrame: A DataFrame with summed gene expression values, indexed by 'Gene'. + """ + mapping_df = mapping_df[mapping_df['ID'].isin(expression_df.index)].copy() + mapping_df['Gene'] = mapping_df['Gene'].apply(extract_human_gene_symbols) + + # Count genes per probe and expand to one gene per row + mapping_df['num_genes'] = mapping_df['Gene'].apply(len) + mapping_df = mapping_df.explode('Gene') + # Empty list becomes NaN after explode, which should be dropped + mapping_df = mapping_df.dropna(subset=['Gene']) + mapping_df.set_index('ID', inplace=True) + + # Merge and distribute expression values + merged_df = mapping_df.join(expression_df) + expr_cols = [col for col in merged_df.columns if col not in ['Gene', 'num_genes']] + merged_df[expr_cols] = merged_df[expr_cols].div(merged_df['num_genes'].replace(0, 1), axis=0) + + # Sum expression values for each gene + gene_expression_df = merged_df.groupby('Gene')[expr_cols].sum() + + return gene_expression_df + + +def normalize_gene_symbols_in_index(gene_df: pd.DataFrame) -> pd.DataFrame: + """Use gene synonym information extracted from the NCBI Gene database to normalize gene symbols in dataframe index, + and aggregate rows with same normalized symbol. + """ + with open("../../metadata/gene_synonym.json", "r") as f: + synonym_dict = json.load(f) + gene_df.index = gene_df.index.str.upper().map(lambda x: synonym_dict.get(x)) + gene_df = gene_df[gene_df.index.notnull()] + gene_df = gene_df.groupby(gene_df.index).mean() + + return gene_df + + +def get_feature_data(clinical_df: pd.DataFrame, row_id: int, feature: str, convert_fn: Callable) -> pd.DataFrame: + """Extract and convert a feature row from clinical data.""" + # Get the row as a DataFrame using iloc[row_id:row_id + 1] + df = clinical_df.iloc[row_id:row_id + 1].drop(columns=['!Sample_geo_accession'], errors='ignore') + # Set the index name to the feature + df.index = [feature] + # Apply conversion function to all elements + df = df.map(convert_fn).astype(float) + return df + + +def judge_binary_variable_biased(dataframe: pd.DataFrame, col_name: str, min_proportion: float = 0.1, + min_num: int = 5) -> bool: + """Check if a binary variable's distribution is too biased for analysis.""" + label_counter = dataframe[col_name].value_counts() + total_samples = len(dataframe) + rare_label_num = label_counter.min() + rare_label = label_counter.idxmin() + rare_label_proportion = rare_label_num / total_samples + + print( + f"For the feature \'{col_name}\', the least common label is '{rare_label}' with {rare_label_num} occurrences. This represents {rare_label_proportion:.2%} of the dataset.") + + biased = (len(label_counter) < 2) or ((rare_label_proportion < min_proportion) and (rare_label_num < min_num)) + return bool(biased) + + +def judge_continuous_variable_biased(dataframe: pd.DataFrame, col_name: str) -> bool: + """Check if the distribution of a continuous variable in the dataset is too biased to be usable for analysis. + As a starting point, we consider it biased if all values are the same. For the next step, maybe ask GPT to judge + based on quartile statistics combined with its common sense knowledge about this feature. + """ + quartiles = dataframe[col_name].quantile([0.25, 0.5, 0.75]) + min_value = dataframe[col_name].min() + max_value = dataframe[col_name].max() + + # Printing quartile information + print(f"Quartiles for '{col_name}':") + print(f" 25%: {quartiles[0.25]}") + print(f" 50% (Median): {quartiles[0.5]}") + print(f" 75%: {quartiles[0.75]}") + print(f"Min: {min_value}") + print(f"Max: {max_value}") + + biased = min_value == max_value + + return bool(biased) + + +def tcga_convert_trait(row_index: str) -> int: + """Convert TCGA sample IDs to binary trait labels based on last two digits. + Tumor types range from 01 - 09, normal types from 10 - 19. + """ + last_two_digits = int(row_index[-2:]) + + if 1 <= last_two_digits <= 9: + return 1 + elif 10 <= last_two_digits <= 19: + return 0 + else: + return -1 + + +def tcga_convert_gender(cell: str) -> Optional[int]: + """Convert gender strings to binary values (0: female, 1: male).""" + if isinstance(cell, str): + cell = cell.lower() + + if cell == "female": + return 0 + elif cell == "male": + return 1 + else: + return None + + +def tcga_convert_age(cell: str) -> Optional[int]: + """Extract age value from string using regex.""" + match = re.search(r'\d+', str(cell)) + if match: + return int(match.group()) + else: + return None + + +def get_unique_values_by_row(dataframe: pd.DataFrame, max_len: int = 30) -> Dict[str, List[Any]]: + """Organize the unique values in each row of the given dataframe, to get a dictionary.""" + if '!Sample_geo_accession' in dataframe.columns: + dataframe = dataframe.drop(columns=['!Sample_geo_accession']) + unique_values_dict = {} + for index, row in dataframe.iterrows(): + unique_values = list(row.unique())[:max_len] + unique_values_dict[index] = unique_values + return unique_values_dict + + +def tcga_select_clinical_features(clinical_df: pd.DataFrame, trait: str, + age_col: Optional[str] = None, + gender_col: Optional[str] = None) -> pd.DataFrame: + """Select and process clinical features from TCGA Xena data.""" + feature_list = [] + trait_data = clinical_df.index.to_series().apply(tcga_convert_trait).rename(trait) + feature_list.append(trait_data) + if age_col: + age_data = clinical_df[age_col].apply(tcga_convert_age).rename("Age") + feature_list.append(age_data) + if gender_col: + gender_data = clinical_df[gender_col].apply(tcga_convert_gender).rename("Gender") + feature_list.append(gender_data) + selected_clinical_df = pd.concat(feature_list, axis=1) + return selected_clinical_df + + +def geo_select_clinical_features(clinical_df: pd.DataFrame, trait: str, trait_row: int, + convert_trait: Callable, + age_row: Optional[int] = None, + convert_age: Optional[Callable] = None, + gender_row: Optional[int] = None, + convert_gender: Optional[Callable] = None) -> pd.DataFrame: + """ + Extracts and processes specific clinical features from a DataFrame representing + sample characteristics in the GEO database series. + + Parameters: + - clinical_df (pd.DataFrame): DataFrame containing clinical data. + - trait (str): The trait of interest. + - trait_row (int): Row identifier for the trait in the DataFrame. + - convert_trait (Callable): Function to convert trait data into a desired format. + - age_row (int, optional): Row identifier for age data. Default is None. + - convert_age (Callable, optional): Function to convert age data. Default is None. + - gender_row (int, optional): Row identifier for gender data. Default is None. + - convert_gender (Callable, optional): Function to convert gender data. Default is None. + + Returns: + pd.DataFrame: A DataFrame containing the selected and processed clinical features. + """ + feature_list = [] + + trait_data = get_feature_data(clinical_df, trait_row, trait, convert_trait) + feature_list.append(trait_data) + if age_row is not None: + age_data = get_feature_data(clinical_df, age_row, 'Age', convert_age) + feature_list.append(age_data) + if gender_row is not None: + gender_data = get_feature_data(clinical_df, gender_row, 'Gender', convert_gender) + feature_list.append(gender_data) + + selected_clinical_df = pd.concat(feature_list, axis=0) + return selected_clinical_df + + +def geo_link_clinical_genetic_data(clinical_df: pd.DataFrame, genetic_df: pd.DataFrame) -> pd.DataFrame: + """ + Link clinical and genetic data to get a dataframe for associational studies. + """ + # Ensure proper column naming + if 'ID' in genetic_df.columns: + genetic_df = genetic_df.rename(columns={'ID': 'Gene'}) + if 'Gene' in genetic_df.columns: + genetic_df = genetic_df.set_index('Gene') + + linked_data = pd.concat([clinical_df, genetic_df], axis=0).T + + return linked_data + + +def handle_missing_values(df: pd.DataFrame, trait_col: str) -> pd.DataFrame: + """ + Handle missing values in gene expression dataset following best practices: + 1. Remove samples with missing trait values + 2. Remove genes with >20% missing values + 3. Remove samples with >5% missing genes + 4. Impute remaining missing values for genes and covariates + + Parameters: + df : pd.DataFrame + DataFrame containing trait, covariates, and gene expression data + trait_col : str + Name of the trait column + + Returns: + -------- + pd.DataFrame + Processed dataframe with missing values handled + """ + + # Identify gene columns + covariate_cols = [trait_col, 'Age', 'Gender'] + gene_cols = [col for col in df.columns if col not in covariate_cols] + + # 1. Drop samples with missing trait + df = df.dropna(subset=[trait_col]) + + # 2. Filter genes with >20% missing values + gene_missing_pct = df[gene_cols].isna().mean() + genes_to_keep = gene_missing_pct[gene_missing_pct <= 0.2].index + df = df[[col for col in df.columns if col in genes_to_keep or col in covariate_cols]] + + # 3. Filter samples with >5% missing genes + gene_cols = [col for col in df.columns if col not in covariate_cols] + sample_missing_pct = df[gene_cols].isna().mean(axis=1) + samples_to_keep = sample_missing_pct[sample_missing_pct <= 0.05].index + df = df.loc[samples_to_keep] + + # 4. Impute remaining missing values + if 'Age' in df.columns: + df['Age'] = df['Age'].fillna(df['Age'].mean()) + + if 'Gender' in df.columns: + mode_result = df['Gender'].mode() + if len(mode_result) > 0: + df['Gender'] = df['Gender'].fillna(mode_result[0]) + else: + # If no mode exists (all NaN), drop the Gender column as it's not useful + df = df.drop('Gender', axis=1) + + df[gene_cols] = df[gene_cols].fillna(df[gene_cols].mean()) + + return df + + +def judge_and_remove_biased_features(df: pd.DataFrame, trait: str) -> Tuple[bool, pd.DataFrame]: + """Evaluate and remove biased features from the dataset. + Checks if trait, age, and gender distributions are biased. Removes age and gender features if they are biased. + """ + trait_type = 'binary' if len(df[trait].unique()) == 2 else 'continuous' + if trait_type == "binary": + trait_biased = judge_binary_variable_biased(df, trait) + else: + trait_biased = judge_continuous_variable_biased(df, trait) + if trait_biased: + print(f"The distribution of the feature \'{trait}\' in this dataset is severely biased.\n") + else: + print(f"The distribution of the feature \'{trait}\' in this dataset is fine.\n") + if "Age" in df.columns: + age_biased = judge_continuous_variable_biased(df, 'Age') + if age_biased: + print(f"The distribution of the feature \'Age\' in this dataset is severely biased.\n") + df = df.drop(columns='Age') + else: + print(f"The distribution of the feature \'Age\' in this dataset is fine.\n") + if "Gender" in df.columns: + gender_biased = judge_binary_variable_biased(df, 'Gender') + if gender_biased: + print(f"The distribution of the feature \'Gender\' in this dataset is severely biased.\n") + df = df.drop(columns='Gender') + else: + print(f"The distribution of the feature \'Gender\' in this dataset is fine.\n") + + return trait_biased, df + + +def validate_and_save_cohort_info(is_final: bool, cohort: str, info_path: str, is_gene_available: bool, + is_trait_available: bool, + is_biased: Optional[bool] = None, df: Optional[pd.DataFrame] = None, + note: str = '') -> bool: + """ + Validate and save information about the usability and quality of a dataset for statistical analysis. + + Parameters: + is_final (bool): If True, performs final validation with full data quality checks and records metadata. + If False, performs initial filtering on gene and trait data availability, and only records metadata for failed datasets. + cohort (str): A unique identifier for the dataset. + info_path (str): File path to the JSON file where records are stored. + is_gene_available (bool): Indicates whether the dataset contains genetic data + is_trait_available (bool): Indicates whether the dataset contains trait data + + The below parameters are only used when 'is_final' is True: + is_biased (bool, optional): Indicates whether the dataset is too biased to be usable. + df (pandas.DataFrame, optional): The preprocessed dataset. + note (str, optional): Additional notes about the dataset. + + Returns: + bool: True if the dataset was completely preprocessed and saved, ready for future statistical analysis. + """ + is_usable = False + if not is_final: + if is_gene_available and is_trait_available: + # The dataset passes initial filtering. Return to continue preprocessing. + return is_usable + else: + # The dataset will be filtered out. Record metadata. + new_record = {"is_usable": False, + "is_gene_available": is_gene_available, + "is_trait_available": is_trait_available, + "is_available": False, + "is_biased": None, + "has_age": None, + "has_gender": None, + "sample_size": None, + "note": None} + else: + # Perform final validation + if (df is None) or (is_biased is None): + raise ValueError("For final data validation, 'df' and 'is_biased' must be provided.") + # Detect abnormality in data and override input indicators + if len(df) <= 0 or len(df.columns) <= 4: + print(f"Abnormality detected in the cohort: {cohort}. Preprocessing failed.") + is_gene_available = False + if len(df) <= 0: + is_trait_available = False + is_available = is_gene_available and is_trait_available + + is_usable = is_available and (is_biased is False) + new_record = {"is_usable": is_usable, + "is_gene_available": is_gene_available, + "is_trait_available": is_trait_available, + "is_available": is_available, + "is_biased": is_biased if is_available else None, + "has_age": "Age" in df.columns if is_available else None, + "has_gender": "Gender" in df.columns if is_available else None, + "sample_size": len(df) if is_available else None, + "note": note} + + trait_directory = os.path.dirname(info_path) + os.makedirs(trait_directory, exist_ok=True) + if not os.path.exists(info_path): + with open(info_path, 'w') as file: + json.dump({}, file) + print(f"A new JSON file was created at: {info_path}") + + with open(info_path, "r") as file: + records = json.load(file) + records[cohort] = new_record + + temp_path = info_path + ".tmp" + try: + with open(temp_path, 'w') as file: + json.dump(records, file) + os.replace(temp_path, info_path) + + except Exception as e: + print(f"An error occurred: {e}") + if os.path.exists(temp_path): + os.remove(temp_path) + raise + + return is_usable + + +def preview_df(df: pd.DataFrame, n: int = 5, max_items: int = 200) -> Dict[str, Any]: + """Preview DataFrame contents with limited number of items.""" + # Get the dictionary of the first n rows + data_dict = df.head(n).to_dict(orient='list') + + # If the dictionary has more than max_items, truncate it + if len(data_dict) > max_items: + truncated_dict = {k: data_dict[k] for k in list(data_dict.keys())[:max_items]} + return truncated_dict + else: + return data_dict diff --git a/tools/statistics.py b/tools/statistics.py new file mode 100644 index 0000000000000000000000000000000000000000..e442bf9629218518dd693db9bab7f2bd058936eb --- /dev/null +++ b/tools/statistics.py @@ -0,0 +1,645 @@ +import itertools +import json +import os +import warnings +from typing import Callable, Optional, List, Tuple, Dict, Any + +import numpy as np +import pandas as pd +from sklearn.exceptions import ConvergenceWarning +from sklearn.linear_model import Lasso +from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score, r2_score +from sparse_lmm import LMM +from statsmodels.stats.multitest import multipletests + +warnings.simplefilter('ignore', ConvergenceWarning) + + +def read_json_to_dataframe(json_file: str) -> pd.DataFrame: + """ + Reads a JSON file storing cohort information, and converts it into a pandas DataFrame. + + Args: + json_file (str): The path to the JSON file containing the data. + + Returns: + DataFrame: A pandas DataFrame with the JSON data. + """ + with open(json_file, 'r') as file: + data = json.load(file) + return pd.DataFrame.from_dict(data, orient='index').reset_index().rename(columns={'index': 'cohort_id'}) + + +def filter_and_rank_cohorts(json_file: str, condition: Optional[str] = None) -> Tuple[ + Optional[str], pd.DataFrame]: + """ + Reads a JSON file storing cohort information, filters cohorts based on usability and an optional condition, then + ranks them by sample size. + + Args: + json_file (str): The path to the JSON file containing the data. + condition (str, optional): A specific attribute that needs to be available in the cohort. If None, only filters + cohorts by the 'is_usable' flag. + + Returns: + Tuple: A tuple containing the best cohort ID (str or None if no suitable cohort is found), and + the filtered and ranked DataFrame. + """ + df = read_json_to_dataframe(json_file) + if df.empty: + return None, df + if condition: + condition = condition.lower() + assert condition in ['age', 'gender'] + condition_available = 'has_' + condition + filtered_df = df[(df['is_usable'] == True) & (df[condition_available] == True)] + else: + filtered_df = df[df['is_usable'] == True] + ranked_df = filtered_df.sort_values(by='sample_size', ascending=False) + best_cohort_id = ranked_df.iloc[0]['cohort_id'] if not ranked_df.empty else None + + return best_cohort_id, ranked_df + + +def select_and_load_cohort(data_root: str, trait: str, condition=None, is_two_step=True, gene_info_path=None) -> Tuple[ + Optional[pd.DataFrame], Optional[pd.DataFrame], Optional[List]]: + """ + Selects the best cohort data for specified trait (and optionally condition) from a given data root directory, load + the data and find the gene regressors if in two-step mode. This function supports data selection for both single-step + and two-step regression based on the is_two_step flag. + + Args: + data_root (str): The root directory containing cohort data. + trait (str): The trait of interest. + condition (str, optional): The condition of interest; required if is_two_step is True. + is_two_step (bool, optional): If True, will be used in two-step regression using data from both trait and condition + along with gene information. Requires condition and gene_info_path to be specified. + gene_info_path (str, optional): Path to gene information file; required if is_two_step is True. + + Returns: + tuple: A tuple containing: + - trait_data (Optional[pd.DataFrame]): Data for the selected trait cohort. + - condition_data (Optional[pd.DataFrame]): Data for the selected condition cohort if in two-step mode, otherwise None. + - gene_regressors (Optional[pd.DataFrame]): Gene regression data if in two-step mode, otherwise None. + + """ + trait_dir = os.path.join(data_root, trait) + if (not condition) or condition in ['Age', 'Gender']: + is_two_step = False + if not is_two_step: + trait_cohort_id, trait_info_df = filter_and_rank_cohorts(os.path.join(trait_dir, 'cohort_info.json'), condition) + if trait_cohort_id is None: + return None, None, None + else: + trait_data = pd.read_csv(os.path.join(trait_dir, trait_cohort_id + '.csv'), index_col=0).astype('float') + return trait_data, None, None + else: + assert gene_info_path is not None, "A path to gene information file must be specified for two-step regression" + trait_cohort_id, trait_info_df = filter_and_rank_cohorts(os.path.join(trait_dir, 'cohort_info.json'), None) + condition_dir = os.path.join(data_root, condition) + condition_cohort_id, condition_info_df = filter_and_rank_cohorts( + os.path.join(condition_dir, 'cohort_info.json'), None) + if trait_cohort_id is None or condition_cohort_id is None: + print( + f"No available data, best cohorts being '{trait_cohort_id}' for the trait '{trait}' and " + f"'{condition_cohort_id}' for the condition '{condition}'") + return None, None, None + merged_df = pd.merge(trait_info_df.assign(key=1), condition_info_df.assign(key=1), on='key').drop(columns='key') + merged_df['sample_product'] = merged_df['sample_size_x'] * merged_df['sample_size_y'] + merged_df = merged_df.sort_values(by='sample_product', ascending=False) + for index, row in merged_df.iterrows(): + trait_data_path = os.path.join(trait_dir, row['cohort_id_x'] + '.csv') + condition_data_path = os.path.join(condition_dir, row['cohort_id_y'] + '.csv') + trait_data = pd.read_csv(trait_data_path, index_col=0).astype('float') + condition_data = pd.read_csv(condition_data_path, index_col=0).astype('float') + gene_regressors = get_gene_regressors(trait, condition, trait_data, condition_data, gene_info_path) + if gene_regressors: + print( + f"Found {len(gene_regressors)} candidate genes that can be used in two-step regression analysis, such as {gene_regressors[:10]}.") + return trait_data, condition_data, gene_regressors + print(f"No available cohorts with common regressors for the trait '{trait}' and the condition '{condition}'") + return None, None, None + + +def normalize_data(X_train: np.ndarray, X_test: Optional[np.ndarray] = None) -> Tuple[np.ndarray, Optional[np.ndarray]]: + """ + Normalize features by centering and scaling using training set statistics. + + Args: + X_train (np.ndarray): Training feature matrix of shape (n_samples, n_features). + X_test (np.ndarray, optional): Test feature matrix of shape (n_samples, n_features). + + Returns: + Tuple[np.ndarray, Optional[np.ndarray]]: Normalized training features and test features (if provided). + For features with zero standard deviation, no scaling is applied. + """ + mean = np.mean(X_train, axis=0) + std = np.std(X_train, axis=0) + + # Handling columns with std = 0 + std_no_zero = np.where(std == 0, 1, std) + + X_train_normalized = (X_train - mean) / std_no_zero + + if X_test is not None: + X_test_normalized = (X_test - mean) / std_no_zero + else: + X_test_normalized = None + + return X_train_normalized, X_test_normalized + + +def detect_batch_effect(X: np.ndarray) -> bool: + """ + Detect potential batch effects in a dataset by analyzing eigenvalue distribution of the covariance matrix. + A large gap between consecutive eigenvalues may indicate presence of batch effects. + + Args: + X (np.ndarray): Feature matrix with shape (n_samples, n_features). + + Returns: + bool: True if a potential batch effect is detected based on eigenvalue gap threshold, False otherwise. + """ + n_samples, n_features = X.shape + X_centered = X - X.mean(axis=0) + XXt = np.dot(X_centered, X_centered.T) + + # Compute the eigenvalues of XX^T + eigen_values = np.linalg.eigvalsh(XXt) # Using eigvalsh since XX^T is symmetric + eigen_values = sorted(eigen_values, reverse=True)[:10] # Focus on the largest 10 eigenvalues + eigen_values = np.array(eigen_values) + normalized_ev = eigen_values / eigen_values[0] + + # Check for large gaps in the eigenvalues + for i in range(len(normalized_ev) - 1): + gap = normalized_ev[i] - normalized_ev[i + 1] + if gap > 200 / n_samples: # Empirically the best threshold for this project. + return True + + return False + + +class ResidualizationRegressor: + def __init__(self, model_constructor, params=None): + if params is None: + params = {} + self.regression_model = model_constructor(**params) + self.beta_Z = None # Coefficients for regression of Y on Z + self.beta_X = None # Coefficients for regression of residual on X + self.neg_log_p_values = None # Negative logarithm of p-values + self.p_values = None # Actual p-values + + def _reshape_data(self, data): + """ + Reshape the data to ensure it's in the correct format (2D array). + :param data: The input data (can be 1D or 2D array). + :return: Reshaped 2D array. + """ + if data.ndim == 1: + return data.reshape(-1, 1) + return data + + def _reshape_output(self, data): + """ + Reshape the output data to ensure it's in the correct format (1D array). + :param data: The output data (can be 1D or 2D array). + :return: Reshaped 1D array. + """ + if data.ndim == 2 and data.shape[1] == 1: + return data.ravel() + return data + + def fit(self, X, Y, Z=None): + X = self._reshape_data(X) + Y = self._reshape_data(Y) + + if Z is not None: + Z = self._reshape_data(Z) + # Step 1: Linear regression of Y on Z + Z_ones = np.column_stack((np.ones(Z.shape[0]), Z)) + self.beta_Z = np.linalg.pinv(Z_ones.T @ Z_ones) @ Z_ones.T @ Y + Y_hat = Z_ones @ self.beta_Z + e_Y = Y - Y_hat # Residual of Y + else: + e_Y = Y + self.regression_model.fit(X, e_Y) + + # Obtain coefficients from the regression model + if hasattr(self.regression_model, 'coef_'): + self.beta_X = self.regression_model.coef_ + elif hasattr(self.regression_model, 'getBeta'): + beta_output = self.regression_model.getBeta() + self.beta_X = self._reshape_output(beta_output) + + # Obtain negative logarithm of p-values, if available + if hasattr(self.regression_model, 'getNegLogP'): + neg_log_p_output = self.regression_model.getNegLogP() + if neg_log_p_output is not None: + self.neg_log_p_values = self._reshape_output(neg_log_p_output) + self.p_values = np.exp(-self.neg_log_p_values) + # Handling p-values depending on presence of Z + if Z is not None: + p_values_Z = np.full(Z.shape[1], np.nan) + self.p_values = np.concatenate((p_values_Z, self.p_values)) + + def predict(self, X, Z=None): + X = self._reshape_data(X) + e_Y = self.regression_model.predict(X) + + if Z is not None: + Z = self._reshape_data(Z) + Z_ones = np.column_stack((np.ones(Z.shape[0]), Z)) + Y = e_Y + Z_ones @ self.beta_Z.ravel() + else: + Y = e_Y + return Y + + def get_coefficients(self): + if self.beta_Z is not None: + return np.concatenate((self.beta_Z[1:].ravel(), self.beta_X.ravel())) + return self.beta_X.ravel() + + def get_p_values(self): + return self.p_values + + +def gene_jaccard(pred: List[str], ref: List[str]) -> float: + """ + Calculate Jaccard similarity between predicted and reference gene sets. + """ + p = set(pred) + r = set(ref) + if len(p.union(r)): + iou = len(p.intersection(r)) / len(p.union(r)) + else: + iou = 0 + return iou + + +def gene_precision(pred: List[str], ref: List[str]) -> float: + """ + Calculate precision of predicted genes against reference set. + """ + if len(pred): + precision = sum([p in ref for p in pred]) / len(pred) + else: + precision = 0 + return precision + + +def gene_recall(pred: List[str], ref: List[str]) -> float: + """ + Calculate recall of predicted genes against reference set. + """ + if len(ref): + recall = sum([p in pred for p in ref]) / len(ref) + else: + recall = 0 + return recall + + +def gene_f1(pred: List[str], ref: List[str]) -> float: + """ + Calculate F1 score between predicted and reference gene sets. + """ + prec = gene_precision(pred, ref) + rec = gene_recall(pred, ref) + if prec + rec == 0: # Prevent division by zero + return 0 + f1 = 2 * (prec * rec) / (prec + rec) + return f1 + + +def evaluate_gene_selection(pred: List[str], ref: List[str]) -> Dict[str, float]: + """ + Evaluate the performance of predicted gene selection against a reference set. + + Args: + pred (List[str]): List of predicted gene symbols. + ref (List[str]): List of reference (ground truth) gene symbols. + + Returns: + Dict[str, float]: Dictionary containing precision, recall, F1 score, and Jaccard similarity. + """ + return { + 'precision': gene_precision(pred, ref) * 100, + 'recall': gene_recall(pred, ref) * 100, + 'f1': gene_f1(pred, ref) * 100, + 'jaccard': gene_jaccard(pred, ref) * 100 + } + + +def cross_validation( + model_constructor: Callable, + model_params: Dict[str, Any], + X: np.ndarray, + Y: np.ndarray, + var_names: List[str], + trait: str, + gene_info_path: str, + condition: Optional[str] = None, + Z: Optional[np.ndarray] = None, + k: int = 5 +) -> Dict[str, Any]: + """ + Perform k-fold cross-validation for either classification or regression models, + assessing both prediction accuracy and variable selection precision. + + Parameters: + - model_constructor: Callable that constructs a model instance. + - model_params: Dictionary of parameters to pass to the model constructor. + - X: Input features as a numpy array. + - Y: Target variable as a numpy array. + - var_names: List of names of all variables considered in the model. + - trait: Name of the trait under analysis. + - gene_info_path: Path to the file containing gene information. + - condition: Optional; name of the condition considered in the model, if applicable. + - Z: Optional; conditions as a numpy array, if applicable. + - k: Number of folds for cross-validation. + + Returns: + - A dictionary containing the averaged results from the cross-validation, + including metrics like accuracy, precision, recall, F1 score, NMSE, and R-squared, + along with variable selection metrics based on gene identification. + """ + np.random.seed(42) + indices = np.arange(X.shape[0]) + np.random.shuffle(indices) + + fold_size = len(X) // k + performances = [] + + target_type = 'binary' if len(np.unique(Y)) == 2 else 'continuous' + for i in range(k): + # Split data into train and test based on the current fold + test_indices = indices[i * fold_size: (i + 1) * fold_size] + train_indices = np.setdiff1d(indices, test_indices) + + X_train, X_test = X[train_indices], X[test_indices] + Y_train, Y_test = Y[train_indices], Y[test_indices] + normalized_X_train, normalized_X_test = normalize_data(X_train, X_test) + + if Z is not None: + Z_train, Z_test = Z[train_indices], Z[test_indices] + normalized_Z_train, normalized_Z_test = normalize_data(Z_train, Z_test) + else: + normalized_Z_train = normalized_Z_test = None + + model = ResidualizationRegressor(model_constructor, model_params) + model.fit(normalized_X_train, Y_train, normalized_Z_train) + predictions = model.predict(normalized_X_test, normalized_Z_test) + + performance = {} + if target_type == 'binary': + predictions = (predictions > 0.5).astype(int) + Y_test = (Y_test > 0.5).astype(int) + performance['prediction'] = { + "accuracy": accuracy_score(Y_test, predictions) * 100, + "precision": precision_score(Y_test, predictions, zero_division=0) * 100, + "recall": recall_score(Y_test, predictions, zero_division=0) * 100, + "f1": f1_score(Y_test, predictions, zero_division=0) * 100 + } + elif target_type == 'continuous': + nmse = np.sum((Y_test - predictions) ** 2) / np.sum((Y_test - np.mean(Y_test)) ** 2) + rsq = r2_score(Y_test, predictions) + performance['prediction'] = { + "nmse": nmse, + "r_squared": rsq + } + + pred_genes = interpret_result(model, var_names, trait, condition)["Variable"] + ref_genes = get_known_related_genes(gene_info_path, trait) + var_genes = [v for v in var_names if v not in [trait, condition]] + ref_genes = [r for r in ref_genes if r in var_genes] + performance["selection"] = evaluate_gene_selection(pred_genes, ref_genes) + performances.append(performance) + + # Calculate average performance across all metrics + cv_means = {} + for metric in performances[0]: + if isinstance(performances[0][metric], dict): + cv_means[metric] = {} + for submetric in performances[0][metric]: + cv_means[metric][submetric] = np.mean([p[metric][submetric] for p in performances]) + else: + cv_means[metric] = np.mean([p[metric] for p in performances]) + + print(f'The cross-validation performance: {cv_means}') + + return cv_means + + +def tune_hyperparameters( + model_constructor: Callable, + param_values: List[float], + X: np.ndarray, + Y: np.ndarray, + var_names: list, + trait: str, + gene_info_path: str, + condition: Optional[str] = None, + Z: Optional[np.ndarray] = None, + fixed_params: Optional[Dict[str, Any]] = {}, + k: int = 5 +) -> Tuple[Dict[str, Any], Dict[str, Dict[str, float]]]: + """ + Tune hyperparameters for a given model by exploring combinations of parameter values. + + This function performs cross-validation to find the best hyperparameter settings based on the precision + of gene identification. It returns the best configuration along with the top performance metrics for both + prediction and gene identification. + + Parameters: + - model_constructor: A callable that returns an instance of the model to be used. + - param_values: List specifying the possible values of hyperparameter(s) to be tuned. + - X: Input features as a numpy array. + - Y: Target variable as a numpy array. + - var_names: List of names of all variables considered in the model. + - trait: Name of the trait under analysis. + - gene_info_path: File path to the gene information data. + - condition: Optional; name of the condition considered in the model, if applicable. + - Z: Optional; conditions as a numpy array, if applicable. + - fixed_params: Dictionary specifying hyperparameters and their values that are set different from default, but do + not need to be tuned. + - k: Number of folds for cross-validation. + + Returns: + - Tuple containing: + 1. Dictionary of the best hyperparameters based on gene identification precision. + 2. Dictionary of the best performances for 'selection' and 'prediction'. + """ + best_selection_score = -np.inf + best_prediction_score = -np.inf + best_config = {} + best_performance = {} + prediction_metric = "f1" if len(np.unique(Y)) == 2 else "r_squared" + # Generate all combinations of parameters to be tuned + if model_constructor == LMM: + param = "lamda" + elif model_constructor == Lasso: + param = "alpha" + tune_params = {param: param_values} + keys, values = zip(*tune_params.items()) + for combination in itertools.product(*values): + # Combine the fixed parameters with the current combination of tuning parameters + current_params = dict(zip(keys, combination)) + current_params.update(fixed_params) + + results = cross_validation(model_constructor, current_params, X, Y, var_names, trait, gene_info_path, condition, + Z, k) + + current_prediction_score = results["prediction"][prediction_metric] + if current_prediction_score > best_prediction_score: + best_prediction_score = current_prediction_score + best_performance["prediction"] = results["prediction"] + + current_selection_score = results["selection"]["precision"] + if current_selection_score > best_selection_score: + best_selection_score = current_selection_score + best_config = current_params + best_performance["selection"] = results["selection"] + + # If no parameter results in any correct gene matches, use a default value. + if best_selection_score <= 0: + best_config[param] = 0.1 + + return best_config, best_performance + + +def get_known_related_genes(file_path, entity): + """Read a JSON file recording gene-trait association, and get the gene symbols related to a given + phenotypic entity""" + with open(file_path, "r") as f: + data = json.load(f) + + if entity not in data: + print(f"The gene info file does not contain genes related to the entity '{entity}'.") + return [] + related_genes = data[entity]['related_genes'] + + return related_genes + + +def get_gene_regressors(trait: str, condition: str, trait_df: pd.DataFrame, condition_df: pd.DataFrame, + gene_info_path: str) -> List[str]: + """ + Find genes suitable for two-step regression analysis by identifying genes that are: + 1. Present in both trait and condition datasets + 2. Known to be related to the condition based on prior knowledge + + Args: + trait (str): Name of the target trait. + condition (str): Name of the condition being analyzed. + trait_df (pd.DataFrame): DataFrame containing gene expression data for the trait. + condition_df (pd.DataFrame): DataFrame containing gene expression data for the condition. + gene_info_path (str): Path to JSON file containing known gene-trait associations. + + Returns: + List[str]: List of gene symbols that can be used as regressors in two-step analysis. + Returns empty list if no suitable genes are found. + """ + gene_regressors = [] + related_genes = get_known_related_genes(gene_info_path, condition) + genes_in_trait_data = set(trait_df.columns) - {'Age', 'Gender', trait} + genes_in_condition_data = set(condition_df.columns) - {'Age', 'Gender', condition} + + common_genes_across_data = genes_in_trait_data.intersection(genes_in_condition_data) + if len(common_genes_across_data) != 0 and len(related_genes) != 0: + gene_regressors = [g for g in related_genes if g in common_genes_across_data] + + return gene_regressors + + +def interpret_result(model: ResidualizationRegressor, var_names: List[str], trait: str, condition=None, + threshold: float = 0.05, print_output=False) -> dict: + """This function interprets and reports the result of a trained linear regression model, where the regressor + consists of one variable about some biomedical condition and multiple variables about genetic factors. + The function extracts coefficients and p-values from the model, identifies significant genes based on + p-values or non-zero coefficients, depending on the availability of p-values, and optionally prints the output. + + Parameters: + model (Any): The trained regression Model. + var_names (List[str]): List of names of all the variables involved in the regression analysis. + trait (str): The target trait of interest. + condition (str): The specific condition to examine within the model. + threshold (float): Significance level for p-value correction. Defaults to 0.05. + print_output (bool): Flag to determine whether to print the output to the console. Defaults to False. + + Returns: + dict: A dictionary containing the list of significant genes, sorted by their importance, and the corresponding + coefficient magnitude or corrected p-value. + """ + assert isinstance(model, ResidualizationRegressor), "The model must be an instance of the ResidualizationRegressor" \ + "class." + feature_names = [var for var in var_names if var != trait] + + # If a condition is specified, move it to the beginning of the list + if condition: + if condition in feature_names: + feature_names.remove(condition) + feature_names.insert(0, condition) + + coefficients = model.get_coefficients().reshape(-1).tolist() + p_values = model.get_p_values() + if p_values is None: + regression_df = pd.DataFrame({ + 'Variable': feature_names, + 'Coefficient': coefficients + }) + else: + regression_df = pd.DataFrame({ + 'Variable': feature_names, + 'Coefficient': coefficients, + 'p_value': p_values.reshape(-1).tolist() + }) + + if condition is not None: + condition_effect = regression_df[regression_df['Variable'] == condition].iloc[0] + if print_output: + print(f"Effect of the condition on the target variable:") + print(f"Variable: {condition}, Coefficient: {condition_effect['Coefficient']:.4f}") + gene_regression_df = regression_df[regression_df['Variable'] != condition] + else: + gene_regression_df = regression_df + + if p_values is None: + significant_genes_df = gene_regression_df[gene_regression_df['Coefficient'] != 0].copy() + significant_genes_df['Absolute Coefficient'] = significant_genes_df['Coefficient'].abs() + significant_genes_df = significant_genes_df.sort_values('Absolute Coefficient', ascending=False) + else: + corrected_p_values = multipletests(gene_regression_df['p_value'], alpha=threshold, method='fdr_bh')[1] + gene_regression_df.loc[:, 'corrected_p_value'] = corrected_p_values + significant_genes_df = gene_regression_df[gene_regression_df['corrected_p_value'] < threshold] + significant_genes_df = significant_genes_df.sort_values('corrected_p_value', ascending=True) + + if print_output: + print(f"Found {len(significant_genes_df)} significant genes associated with the trait '{trait}', " + f"conditional on the factor '{condition}'.") + + return significant_genes_df.to_dict(orient="list") + + +def save_result(significant_genes: Dict[str, any], performance: Dict[str, any], output_root: str, + trait: str, condition: Optional[str] = None): + """ + Saves the results of gene identification and model performance metrics to a JSON file. + + Args: + significant_genes (dict): Dictionary containing identified significant genes and their related metrics. + performance (dict): Dictionary containing performance metrics from cross-validation. + output_root (str): The root directory where all output files will be saved. + trait (str, optional): Specifies the trait in the gene identification question. + condition (str, optional): Specifies the condition related to the gene identification. Include this parameter if + the model considers a specific condition; otherwise, leave it as None. + + Outputs: + A JSON file named 'significant_genes_condition_{condition}.json' in the specified directory, containing both the + significant genes and cross-validation performance data. + """ + output_dir = os.path.join(output_root, trait) + os.makedirs(output_dir, exist_ok=True) + output_path = os.path.join(output_dir, f'significant_genes_condition_{condition}.json') + output_data = {'significant_genes': significant_genes, 'cv_performance': performance} + + with open(output_path, 'w') as f: + json.dump(output_data, f, indent=4) diff --git a/utils/__init__.py b/utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/utils/__pycache__/config.cpython-310.pyc b/utils/__pycache__/config.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c55df9b9b8e18737e15149ffd6cb015d5a4fcb36 Binary files /dev/null and b/utils/__pycache__/config.cpython-310.pyc differ diff --git a/utils/__pycache__/evaluation.cpython-310.pyc b/utils/__pycache__/evaluation.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..7fab2ae0da2936ef0004069f3cc081fe93f5c61b Binary files /dev/null and b/utils/__pycache__/evaluation.cpython-310.pyc differ diff --git a/utils/config.py b/utils/config.py new file mode 100644 index 0000000000000000000000000000000000000000..cae9cceaafd450d5d3bd1e427f50fdfd76389efc --- /dev/null +++ b/utils/config.py @@ -0,0 +1,27 @@ +import argparse + +# Global constants +GLOBAL_MAX_TIME = 500000.0 + + +def setup_arg_parser(): + parser = argparse.ArgumentParser(description="Gene expression data analysis with LLM-based agents.") + parser.add_argument('--max-rounds', type=int, default=2, help='Maximum number of revision rounds.') + parser.add_argument('--de', type=lambda x: (str(x).lower() == 'true'), default=True, help='Include domain expert.') + parser.add_argument('--cs', type=lambda x: (str(x).lower() == 'true'), default=True, help='Use code snippet.') + parser.add_argument('--version', type=str, required=True, help='Version string for the current run of experiment.') + parser.add_argument('--model', type=str, required=True, help='Name of LLM.') + parser.add_argument('--provider', type=str, default='none', + choices=['none', 'openai', 'anthropic', 'google', 'meta', 'deepseek', 'novita'], + help='Provider of LLM. Use "none" to auto-detect from model name.') + parser.add_argument('--api', type=int, default=None, + help='Index of API configuration to use (1-based). If not provided, uses default API keys.') + parser.add_argument('--use-api', action='store_true', + help='Use API service for open source models (e.g., Novita for Llama)') + parser.add_argument('--max-retract', type=int, default=1, + help='Maximum number of times allowed to retract to previous steps') + parser.add_argument('--plan', type=lambda x: (str(x).lower() == 'true'), default=True, + help='Enable context-aware planning. Use "true" or "false".') + parser.add_argument('--max-time', type=float, default=420, + help='Maximum time (in seconds) allowed for the task') + return parser diff --git a/utils/llm.py b/utils/llm.py new file mode 100644 index 0000000000000000000000000000000000000000..47104007ccf6a1909834d6c9422f31d780545914 --- /dev/null +++ b/utils/llm.py @@ -0,0 +1,589 @@ +import argparse +import os +import re +import traceback +from abc import ABC, abstractmethod +from dataclasses import dataclass +from typing import Optional, Any, Dict, List + +import backoff +import google.generativeai as genai +from anthropic import AsyncAnthropic +from dotenv import load_dotenv +from google.api_core import retry as g_retry +from google.generativeai.types import RequestOptions, HarmCategory, HarmBlockThreshold +from ollama import AsyncClient as AsyncOllama +from openai import AsyncOpenAI, RequestOptions + +from .utils import check_slow_inference, check_recent_openai_model + +DEFAULT_MAX_RETRIES = 3 +DEFAULT_TIMEOUT_PER_RETRY = 30 # seconds +DEFAULT_TIMEOUT_PER_MESSAGE = DEFAULT_MAX_RETRIES * DEFAULT_TIMEOUT_PER_RETRY + +"""Model configurations and pricing. + +Important: + - The cost printed in the log is only for reference. Please track actual costs in your LLM provider platform. + - For inference models (e.g., 'o1'), cost estimation can be much lower than actual cost since hidden thinking tokens + are charged at output token rates. + - Pricing information is accurate as of 2025-02-15 but subject to change. Please update monthly. +""" + +MODEL_INFO = { + 'openai': { + 'o1-2024-12-17': {'input_price': 15.0, 'output_price': 60.0}, + 'o3-mini-2025-01-31': {'input_price': 1.1, 'output_price': 4.4}, + 'o1-mini-2024-09-12': {'input_price': 1.1, 'output_price': 4.4}, + 'gpt-4o-2024-11-20': {'input_price': 2.5, 'output_price': 10.0}, + 'gpt-4o-mini-2024-07-18': {'input_price': 0.15, 'output_price': 0.60} + }, + 'anthropic': { + 'claude-3-7-sonnet-20250219': {'input_price': 3.0, 'output_price': 15.0}, + 'claude-3-5-sonnet-20241022': {'input_price': 3.0, 'output_price': 15.0}, + 'claude-3-5-haiku-20241022': {'input_price': 0.8, 'output_price': 4.0} + }, + 'google': { + 'gemini-2.0-flash-001': {'input_price': 0.1, 'output_price': 0.4}, + 'gemini-1.5-pro-002': {'input_price': 1.25, 'output_price': 5.0}, + 'gemini-1.5-flash-002': {'input_price': 0.075, 'output_price': 0.30} + }, + 'ollama': { + 'deepseek-r1:671b': {'input_price': 0.0, 'output_price': 0.0, 'size': '671B'}, + 'deepseek-r1:70b': {'input_price': 0.0, 'output_price': 0.0, 'size': '70B'}, + 'deepseek-v3': {'input_price': 0.0, 'output_price': 0.0, 'size': '671B'}, + 'llama3.3': {'input_price': 0.0, 'output_price': 0.0, 'size': '70B'}, + 'llama3.1': {'input_price': 0.0, 'output_price': 0.0, 'size': '8B'}, + 'llama3.2': {'input_price': 0.0, 'output_price': 0.0, 'size': '3B'}, + 'llama3.2:1b': {'input_price': 0.0, 'output_price': 0.0, 'size': '1B'} + }, + 'novita': { + 'deepseek-r1:671b': { + 'input_price': 4.00, + 'output_price': 4.00, + 'size': '671B', + 'api_name': 'deepseek/deepseek-r1' + }, + 'deepseek-r1:70b': { + 'input_price': 0.80, + 'output_price': 0.80, + 'size': '70B', + 'api_name': 'deepseek/deepseek-r1-distill-llama-70b' + }, + 'deepseek-v3': { + 'input_price': 0.89, + 'output_price': 0.89, + 'size': '671B', + 'api_name': 'deepseek/deepseek_v3' + }, + 'llama3.3': { + 'input_price': 0.39, + 'output_price': 0.39, + 'size': '70B', + 'api_name': 'meta-llama/llama-3.3-70b-instruct' + }, + 'llama3.1': { + 'input_price': 0.05, + 'output_price': 0.05, + 'size': '8B', + 'api_name': 'meta-llama/llama-3.1-8b-instruct' + }, + 'llama3.2': { + 'input_price': 0.03, + 'output_price': 0.05, + 'size': '3B', + 'api_name': 'meta-llama/llama-3.2-3b-instruct' + }, + 'llama3.2:1b': { + 'input_price': 0.02, + 'output_price': 0.02, + 'size': '1B', + 'api_name': 'meta-llama/llama-3.2-1b-instruct' + }, + }, + # Warning: DeepSeek official API has experienced frequent latency issues and internal errors since January 2025. + 'deepseek': { + 'deepseek-v3': { + 'input_price': 0.07, + 'output_price': 0.27, + 'api_name': 'deepseek-chat' + }, + 'deepseek-r1:671b': { + 'input_price': 0.14, + 'output_price': 0.55, + 'api_name': 'deepseek-reasoner' + } + } +} + + +def validate_model(provider: str, model: str, use_api: bool = False) -> str: + """Validate if the model name is valid for the given provider, or detect provider if 'none'. + For Llama models, the provider will be determined based on use_api flag. + + Args: + provider: Provider name, or 'none' for auto-detection + model: Model name + use_api: If True, use API service (Novita) for Llama models instead of local deployment + + Returns: + str: Validated provider name + """ + if provider.lower() == 'none': + is_open_source = any(model in MODEL_INFO[p] for p in ['ollama', 'novita']) + if is_open_source: + # Choose default provider for open source models + return 'novita' if use_api else 'ollama' + else: + # Auto-detect provider for proprietary models + for p, models in MODEL_INFO.items(): + if model in models: + return p + supported_models = "\n".join( + f"- {p}: {', '.join(models.keys())}" + for p, models in MODEL_INFO.items() + ) + raise ValueError(f"Could not detect a provider for model: {model}.\nSupported models:\n{supported_models}") + + # Validate the provider and model + if provider not in MODEL_INFO: + raise ValueError(f"Invalid provider: {provider}. Must be one of {list(MODEL_INFO.keys())}") + if model not in MODEL_INFO[provider]: + raise ValueError( + f"Invalid model name for provider {provider}.\n" + f"Valid models are: {list(MODEL_INFO[provider].keys())}" + ) + return provider + + +def calculate_cost(provider: str, model: str, input_tokens: int, output_tokens: int) -> float: + """Calculate the cost of an API call in dollars.""" + try: + config = MODEL_INFO[provider][model] + input_cost = (input_tokens / 1_000_000) * config['input_price'] + output_cost = (output_tokens / 1_000_000) * config['output_price'] + return input_cost + output_cost + except (KeyError, ValueError): + return -1.0 # Return -1 for unknown models/providers + + +@dataclass +class ModelConfig: + model_name: str + provider: str + api_key: Optional[str] = None + timeout_per_retry: Optional[float] = None + timeout_per_message: Optional[float] = None + max_retries: Optional[int] = None + organization: Optional[str] = None + extra_client_params: Optional[Dict[str, Any]] = None + extra_message_params: Optional[Dict[str, Any]] = None + + @classmethod + def create(cls, provider: str, model: str, api_index: Optional[str] = None) -> 'ModelConfig': + """Factory method to create and validate a ModelConfig instance.""" + load_dotenv() + + # Get API key suffix based on config index + key_suffix = f"_{api_index}" if api_index is not None else "" + + # Allow more time for reasoning models or models with busy APIs + scaler = 1.0 + if check_slow_inference(model): + scaler = 5.0 if ('deepseek' in model.lower() and '671b' in model.lower()) else 2.0 + elif ('deepseek' in model.lower() and 'v3' in model.lower()): + scaler = 2.0 + + # Provider-specific configurations + provider_configs = { + 'openai': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'organization': os.getenv(f'OPENAI_ORGANIZATION{key_suffix}'), + 'api_key': os.getenv(f'OPENAI_API_KEY{key_suffix}') + }, + 'anthropic': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'api_key': os.getenv(f'ANTHROPIC_API_KEY{key_suffix}') + }, + 'google': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'api_key': os.getenv(f'GOOGLE_API_KEY{key_suffix}') + }, + 'ollama': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'extra_message_params': { + 'num_ctx': 20000, # Set to ensure sufficient context; may be GPU-intensive + } + }, + 'novita': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'api_key': os.getenv(f'NOVITA_API_KEY{key_suffix}') + }, + 'deepseek': { + 'max_retries': 3, + 'timeout_per_retry': 30.0 * scaler, + 'timeout_per_message': 90.0 * scaler, + 'api_key': os.getenv(f'DEEPSEEK_API_KEY{key_suffix}') + } + } + + if provider not in provider_configs: + raise ValueError(f"Configuration not found for provider: {provider}") + + config = provider_configs[provider] + + # For OpenAI, check both API key and organization + if provider == 'openai': + if not config['api_key'] or not config['organization']: + raise ValueError( + f"Missing OpenAI configuration for index {api_index}. " + f"Please ensure both OPENAI_API_KEY{key_suffix} and OPENAI_ORGANIZATION{key_suffix} " + "are set in your .env file" + ) + elif provider != 'ollama' and not config['api_key']: # Ollama doesn't need API key + raise ValueError( + f"Missing API key for {provider} with API index {api_index}. " + f"Please ensure {provider.upper()}_API_KEY{key_suffix} is set in your .env file" + ) + + return cls( + model_name=model, + provider=provider, + **config + ) + + +def get_llm_client(args: argparse.Namespace, logger: Optional['Logger'] = None) -> 'LLMClient': + """Get LLM client based on provider and model.""" + # Validate model and determine provider if not specified + provider = validate_model(args.provider, args.model, getattr(args, 'use_api', False)) + + # Create and validate configuration + config = ModelConfig.create(provider, args.model, args.api) + + # Map providers to client classes + clients = { + 'openai': OpenAIClient, + 'anthropic': AnthropicClient, + 'google': GoogleClient, + 'ollama': OllamaClient, + 'novita': NovitaClient, + 'deepseek': DeepSeekClient + } + + return clients[provider](config, logger) + + +class LLMClient(ABC): + def __init__(self, config: ModelConfig, logger: Optional['Logger'] = None): + self.config = config + self.timeout_per_retry = config.timeout_per_retry or DEFAULT_TIMEOUT_PER_RETRY + self.timeout_per_message = config.timeout_per_message or DEFAULT_TIMEOUT_PER_MESSAGE + self.max_retries = config.max_retries or DEFAULT_MAX_RETRIES + self._initialize_client() + self.logger = logger + self.model_name = config.model_name + + @abstractmethod + def _initialize_client(self): + pass + + @abstractmethod + async def generate_completion(self, messages: List[Dict[str, str]]) -> Any: + pass + + def _remove_thinking_process(self, content: str) -> str: + """Remove thinking process from the response content, to make experiments with DeepSeek-R1 consistent with + others.""" + cleaned_content = re.sub(r'.*?', '', content, flags=re.DOTALL) + return cleaned_content.strip() + + def _format_response(self, content: str, input_tokens: int, output_tokens: int, raw_response: Any) -> Dict[ + str, Any]: + """Format response with standardized structure and calculate cost.""" + cleaned_content = self._remove_thinking_process(content) + cost = calculate_cost(self.config.provider, self.model_name, input_tokens, output_tokens) + return { + "content": cleaned_content, + "usage": { + "input_tokens": input_tokens, + "output_tokens": output_tokens, + "cost": cost + }, + "raw_response": raw_response + } + + def handle_exception(self, e: Exception) -> Dict[str, Any]: + if isinstance(e, (ValueError, KeyError)): # Errors that should stop the program + raise + provider_name = self.__class__.__name__.replace('Client', '') + error_msg = f"{type(e).__name__} in {provider_name} API call: {str(e)}\n{traceback.format_exc()}" + + if hasattr(self, 'logger') and self.logger: + self.logger.error(error_msg) + else: + print(error_msg) + + return { + "content": "", + "usage": {}, + "raw_response": None + } + + +############################################ +# OpenAIClient +############################################ + +class OpenAIClient(LLMClient): + def _initialize_client(self): + self.client = AsyncOpenAI( + api_key=self.config.api_key, + organization=self.config.organization, + timeout=self.timeout_per_retry, + max_retries=self.max_retries, + **(self.config.extra_client_params or {}) + ) + + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + try: + # The role for system prompt has changed from 'system' to 'developer' in recent OpenAI models. + if check_recent_openai_model(self.model_name) and messages[0]["role"] == "system": + if 'o1-mini' in self.model_name.lower(): + messages[0]["role"] = "assistant" + else: + messages[0]["role"] = "developer" + response = await self.client.chat.completions.create( + model=self.model_name, + messages=messages, + **(self.config.extra_message_params or {}) + ) + return self._format_response( + content=response.choices[0].message.content, + input_tokens=response.usage.prompt_tokens, + output_tokens=response.usage.completion_tokens, + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) + + +############################################ +# AnthropicClient +############################################ + +class AnthropicClient(LLMClient): + def _initialize_client(self): + self.client = AsyncAnthropic( + api_key=self.config.api_key, + timeout=self.timeout_per_retry, + max_retries=self.max_retries, + **(self.config.extra_client_params or {}) + ) + + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + try: + # Input messages format: + # [{"role": "system", "content": system_prompt}, + # {"role": "user", "content": prompt}] + response = await self.client.messages.create( + model=self.model_name, + max_tokens=2048, + system=messages[0]["content"], + messages=messages[1:], + **(self.config.extra_message_params or {}) + ) + return self._format_response( + content=response.content[0].text, + input_tokens=response.usage.input_tokens, + output_tokens=response.usage.output_tokens, + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) + + +############################################ +# GoogleClient +############################################ + +class GoogleClient(LLMClient): + def _initialize_client(self): + genai.configure(api_key=self.config.api_key) + + self.model = None + + self.safety_settings = { + HarmCategory.HARM_CATEGORY_HARASSMENT: HarmBlockThreshold.BLOCK_NONE, + HarmCategory.HARM_CATEGORY_HATE_SPEECH: HarmBlockThreshold.BLOCK_NONE, + HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT: HarmBlockThreshold.BLOCK_NONE, + HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: HarmBlockThreshold.BLOCK_NONE, + } + + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + try: + system_msg = messages[0]["content"] + user_msg = messages[1]["content"] + + # Instantiate model here to configure system prompt + if self.model is None: + self.model = genai.GenerativeModel( + model_name=self.model_name, + system_instruction=system_msg, + **(self.config.extra_client_params or {}) + ) + + request_options = RequestOptions( + retry=g_retry.AsyncRetry( + initial=8.0, # Start with a small value + multiplier=2.0, # Double the backoff each time + maximum=self.timeout_per_retry, # But cap each backoff at a value + timeout=self.timeout_per_message, # Overall "retry window" + ), + timeout=self.timeout_per_retry # The single-request timeout (per attempt) + ) + + response = await self.model.generate_content_async( + user_msg, + request_options=request_options, + safety_settings=self.safety_settings, + **(self.config.extra_message_params or {}) + ) + return self._format_response( + content=response.text, + input_tokens=response.usage_metadata.prompt_token_count, + output_tokens=response.usage_metadata.candidates_token_count, + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) + + +############################################ +# OllamaClient +############################################ +def with_backoff(func): + async def wrapper(self, *args, **kwargs): + @backoff.on_exception( + backoff.expo, + Exception, + max_tries=self.max_retries, + max_time=self.timeout_per_message + ) + async def wrapped(*_args, **_kwargs): + return await func(self, *_args, **_kwargs) + + return await wrapped(*args, **kwargs) + + return wrapper + + +class OllamaClient(LLMClient): + def _initialize_client(self): + extra_message_params = self.config.extra_message_params or {} + self.chat_params = { + "num_ctx": extra_message_params.pop("num_ctx", 20000), + } + self.client = AsyncOllama(**(self.config.extra_client_params or {})) + + @with_backoff + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + """ + Set system prompt according to this: + https://www.reddit.com/r/ollama/comments/1czw7mj/how_to_set_system_prompt_in_ollama/ + """ + try: + # Acceptable options from here + # https://github.com/ollama/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values + response = await self.client.chat( + model=self.model_name, + messages=messages, + options=self.chat_params, + **(self.config.extra_message_params or {}) + ) + return self._format_response( + content=response['message']['content'], + input_tokens=response["prompt_eval_count"], + output_tokens=response["eval_count"], + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) + + +############################################ +# NovitaClient +############################################ +class NovitaClient(LLMClient): + def _initialize_client(self): + """Initialize the Novita client with AsyncOpenAI.""" + self.client = AsyncOpenAI( + api_key=self.config.api_key, + base_url="https://api.novita.ai/v3/openai", + timeout=self.timeout_per_retry, + max_retries=self.max_retries, + **(self.config.extra_client_params or {}) + ) + + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + """Generate completion using Novita's API.""" + try: + model_name = MODEL_INFO['novita'][self.model_name]['api_name'] + response = await self.client.chat.completions.create( + model=model_name, + messages=messages, + **self.config.extra_message_params or {} + ) + return self._format_response( + content=response.choices[0].message.content, + input_tokens=response.usage.prompt_tokens, + output_tokens=response.usage.completion_tokens, + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) + + +############################################ +# DeepSeekClient +############################################ + +class DeepSeekClient(LLMClient): + def _initialize_client(self): + """Initialize the DeepSeek client with AsyncOpenAI.""" + self.client = AsyncOpenAI( + api_key=self.config.api_key, + base_url='https://api.deepseek.com', + timeout=self.timeout_per_retry, + max_retries=self.max_retries, + **(self.config.extra_client_params or {}) + ) + + async def generate_completion(self, messages: List[Dict[str, str]]) -> Dict[str, Any]: + """Generate completion using DeepSeek's API.""" + try: + model_name = MODEL_INFO['deepseek'][self.model_name]['api_name'] + response = await self.client.chat.completions.create( + model=model_name, + messages=messages, + **self.config.extra_message_params or {} + ) + + return self._format_response( + content=response.choices[0].message.content, + input_tokens=response.usage.prompt_tokens, + output_tokens=response.usage.completion_tokens, + raw_response=response + ) + except Exception as e: + return self.handle_exception(e) diff --git a/utils/logger.py b/utils/logger.py new file mode 100644 index 0000000000000000000000000000000000000000..2a84c00d5b3960d14a5d224af017bbc888434bf2 --- /dev/null +++ b/utils/logger.py @@ -0,0 +1,103 @@ +import logging +import os +import time +from typing import Optional + + +class Logger(logging.Logger): + def __init__(self, log_file: Optional[str] = None, name: Optional[str] = "Script", max_msg_length: int = 5000): + super().__init__(name=name) + self.start_time = time.time() + self.api_calls = [] + self.total_cost = 0.0 # Track cumulative cost + self.cost_tracking_enabled = True # Flag to indicate if cost tracking is possible + self.max_msg_length = max_msg_length # Set this before any logging calls + + # Add timestamp to log file name if provided + if log_file: + base, ext = os.path.splitext(log_file) + timestamp = time.strftime("%Y%m%d_%H%M%S") + self.log_file = f"{base}_{timestamp}{ext}" + else: + self.log_file = None + + # Set up handler based on whether log_file is provided + formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') + if self.log_file: + log_dir = os.path.dirname(self.log_file) + if log_dir: + os.makedirs(log_dir, exist_ok=True) + handler = logging.FileHandler(self.log_file, mode='w') + else: + handler = logging.StreamHandler() + handler.setFormatter(formatter) + self.addHandler(handler) + + # Initialize the log with a header + self.info("=== Log started ===") + self.max_msg_length = max_msg_length + + def _truncate_message(self, message: str) -> str: + """Truncate message if it exceeds max_msg_length""" + msg = str(message) + if len(msg) > self.max_msg_length: + return msg[:self.max_msg_length] + "... [truncated]" + return msg + + def debug(self, msg, *args, **kwargs): + super().debug(self._truncate_message(msg), *args, **kwargs) + + def info(self, msg, *args, **kwargs): + super().info(self._truncate_message(msg), *args, **kwargs) + + def warning(self, msg, *args, **kwargs): + super().warning(self._truncate_message(msg), *args, **kwargs) + + def error(self, msg, *args, **kwargs): + super().error(self._truncate_message(msg), *args, **kwargs) + + def critical(self, msg, *args, **kwargs): + super().critical(self._truncate_message(msg), *args, **kwargs) + + def log_api_call(self, duration: float, input_tokens: int, output_tokens: int, cost: float): + call_data = { + 'timestamp': time.time(), + 'duration': duration, + 'input_tokens': input_tokens, + 'output_tokens': output_tokens, + 'cost': cost + } + self.api_calls.append(call_data) + + # If we get a negative cost, disable cost tracking for the entire session + if cost < 0: + self.cost_tracking_enabled = False + self.total_cost = -1.0 + elif self.cost_tracking_enabled: + self.total_cost += cost + + # Log API call + base_log = f"API Call - Duration: {call_data['duration']:.2f}s, " \ + f"Input Tokens: {call_data['input_tokens']}, Output Tokens: {call_data['output_tokens']}" + + if self.cost_tracking_enabled: + base_log += f", Cost: ${cost:.2f}, Cumulative Cost: ${self.total_cost:.2f}" + + self.info(base_log) + + def summarize(self): + """Write final summary statistics to the log file""" + end_time = time.time() + total_duration = end_time - self.start_time + total_api_duration = sum(call['duration'] for call in self.api_calls) + total_input_tokens = sum(call['input_tokens'] for call in self.api_calls) + total_output_tokens = sum(call['output_tokens'] for call in self.api_calls) + + self.info("\n=== Summary Statistics ===") + self.info(f"Total Duration: {total_duration:.2f} seconds") + self.info(f"Total API Call Duration: {total_api_duration:.2f} seconds") + self.info(f"Total Input Tokens: {total_input_tokens}") + self.info(f"Total Output Tokens: {total_output_tokens}") + if self.cost_tracking_enabled: + self.info(f"Total API Cost: ${self.total_cost:.2f}") + self.info("=== Log ended ===") diff --git a/utils/metrics.py b/utils/metrics.py new file mode 100644 index 0000000000000000000000000000000000000000..a7c6087fbd201b73c389c7d1208872d726ddc175 --- /dev/null +++ b/utils/metrics.py @@ -0,0 +1,198 @@ +import numpy as np +from typing import List, Dict, Optional +from sklearn.metrics import roc_auc_score, average_precision_score + +def gene_precision(pred: List[str], ref: List[str]) -> float: + if len(pred) == 0: + return 1.0 if len(ref) == 0 else 0.0 + return sum([p in ref for p in pred]) / len(pred) + +def gene_recall(pred: List[str], ref: List[str]) -> float: + if len(ref) == 0: + return 1.0 if len(pred) == 0 else 0.0 + return sum([p in pred for p in ref]) / len(ref) + +def gene_f1(pred: List[str], ref: List[str]) -> float: + prec = gene_precision(pred, ref) + rec = gene_recall(pred, ref) + if prec + rec == 0: + return 0.0 + return 2.0 * (prec * rec) / (prec + rec) + +def gsea_enrichment_score(ranked_genes: List[str], ref_genes: List[str]) -> float: + """ + Compute a simple GSEA-like Enrichment Score (ES) using an unweighted running sum. + """ + ref_set = set(ref_genes) + N = len(ranked_genes) + Nh = len(ref_set) + Nm = N - Nh + + if Nh == 0 or Nh == N: + return float('nan') + + hit_inc = 1.0 / float(Nh) + miss_inc = 1.0 / float(Nm) + running_sum = 0.0 + max_enrichment = -999999.0 + + for g in ranked_genes: + if g in ref_set: + running_sum += hit_inc + else: + running_sum -= miss_inc + if running_sum > max_enrichment: + max_enrichment = running_sum + + return max_enrichment + +def compute_auroc_auprc_full(pred_genes: List[str], + ref_genes: List[str], + all_genes: List[str]) -> (float, float): + """ + Compute AUROC/AUPRC by assigning a strictly descending score + to each predicted gene (based on its index in pred_genes) and + zero to all unselected genes. + """ + pred_set = set(pred_genes) + ref_set = set(ref_genes) + + top_len = len(pred_genes) + # Build a dictionary: gene -> score + # If you already have actual coefficients, you could fill them in here instead. + gene_scores = {} + for i, g in enumerate(pred_genes): + # Highest score for the 1st gene in pred_genes, second-highest for the 2nd, etc. + # i=0 => rank = top_len; i=1 => rank = top_len-1, etc. + gene_scores[g] = float(top_len - i) + + # Now assign score=0 to all other genes in all_genes + for g in all_genes: + if g not in gene_scores: + gene_scores[g] = 0.0 + + # Build arrays for scikit-learn + y_true = np.array([1 if g in ref_set else 0 for g in all_genes], dtype=int) + y_score = np.array([gene_scores[g] for g in all_genes], dtype=float) + + # Handle edge cases where all positives or all negatives + if np.all(y_true == 0) or np.all(y_true == 1): + return float('nan'), float('nan') + + auroc = roc_auc_score(y_true, y_score) + auprc = average_precision_score(y_true, y_score) + return auroc, auprc + +def compute_auroc_auprc_approx(pred_genes: List[str], ref_genes: List[str], + n_genes: int = 20000): + """ + Approximate AUROC/AUPRC if we only know which genes are predicted vs. not, + and assume all unselected genes share the same (zero) score + """ + pred_set = set(pred_genes) + ref_set = set(ref_genes) + + top_len = len(pred_genes) + if top_len > n_genes: + print(f"Warning: predicted {top_len} genes, but only {n_genes} possible. Truncating.") + pred_genes = pred_genes[:n_genes] + pred_set = set(pred_genes) + top_len = n_genes + + scores = np.zeros(n_genes, dtype=float) + labels = np.zeros(n_genes, dtype=int) + + # Give descending scores to the predicted genes + for i, g in enumerate(pred_genes): + scores[i] = float(top_len - i) + labels[i] = 1 if g in ref_set else 0 + + # All other genes are 0. No random sprinkling of 'missed' positives. + # This means if a true positive wasn't predicted, it simply won't appear + # in these top-len indices as '1'. + + # Now the *number* of positive labels in labels might be smaller + # than the real total # of positives, but we can't fix that without + # full knowledge or a custom approach. + + if len(ref_set) == 0 or len(ref_set) == n_genes: + return float('nan'), float('nan') + + # Edge cases + if np.all(labels == 0) or np.all(labels == 1): + return float('nan'), float('nan') + + auroc = roc_auc_score(labels, scores) + auprc = average_precision_score(labels, scores) + return auroc, auprc + +def evaluate_gene_selection(pred: List[str], + ref: List[str], + all_genes: Optional[List[str]] = None, + n_genes: int = 20000, + do_gsea: bool = True) -> Dict[str, float]: + """ + Evaluate the performance of predicted gene selection against a reference set, + with: + - Precision, Recall, F1 + - AUROC, AUPRC (via a ranking-based approach) + - Simple GSEA-ES (if do_gsea=True) + """ + + # Basic set-based metrics + precision_val = gene_precision(pred, ref) + recall_val = gene_recall(pred, ref) + f1_val = gene_f1(pred, ref) + + # Compute AUROC / AUPRC: use our new ranking-based function if all_genes is given + if all_genes is not None: + auroc_val, auprc_val = compute_auroc_auprc_full(pred, ref, all_genes) + else: + # If you have NO list of all genes, you can still do your approximate approach, + # but you might want to remove the random assignment from that function: + auroc_val, auprc_val = compute_auroc_auprc_approx(pred, ref, n_genes) + + # Compute a GSEA-like enrichment score, if requested + if do_gsea: + # If we have all_genes, let's create a ranking by sorting them by the assigned score. + es_val = float('nan') + if all_genes is not None and len(all_genes) > 0: + # We'll re-use the same scoring logic to create a fully ordered list + # from highest to lowest rank. + # Build the same gene_scores dict used in compute_auroc_auprc_full: + + pred_set = set(pred) + top_len = len(pred) + gene_scores = {} + for i, g in enumerate(pred): + gene_scores[g] = float(top_len - i) + for g in all_genes: + if g not in gene_scores: + gene_scores[g] = 0.0 + + # Sort all_genes by descending score + ranked_list = sorted(all_genes, key=lambda x: gene_scores[x], reverse=True) + + es_val = gsea_enrichment_score(ranked_list, ref) + else: + # If we don't have all_genes, revert to the old logic + tail_count = n_genes - len(pred) + if tail_count >= 0: + dummy_genes = [f"UNK_{i}" for i in range(tail_count)] + ranked_list = list(pred) + dummy_genes + es_val = gsea_enrichment_score(ranked_list, ref) + else: + es_val = float('nan') + else: + es_val = float('nan') + + # print("AUROC:", auroc_val, "AUPRC:", auprc_val, "GSEA-ES:", es_val) + + return { + 'precision': precision_val * 100.0, + 'recall': recall_val * 100.0, + 'f1': f1_val * 100.0, + 'auroc': auroc_val, + #'auprc': auprc_val, + 'gsea_es': es_val + } diff --git a/utils/path_config.py b/utils/path_config.py new file mode 100644 index 0000000000000000000000000000000000000000..b029252ced11995a0525a5404dbc15dc9246506f --- /dev/null +++ b/utils/path_config.py @@ -0,0 +1,255 @@ +"""Path configuration utilities for GEOAgent.""" + +from abc import ABC, abstractmethod +from dataclasses import dataclass + + +class PathConfig(ABC): + """Abstract base class for path configurations used in data analysis.""" + + @abstractmethod + def get_setup_code(self) -> str: + """Generate Python code for setting up paths in the CodeExecutor namespace.""" + pass + + @abstractmethod + def get_setup_prompt(self) -> str: + """Generate the path setup section for the prompt.""" + pass + + +@dataclass +class GEOPathConfig(PathConfig): + """Container for all path configurations used in preprocessing GEO data.""" + # Context identifiers + trait: str + cohort: str + + # Input paths + in_trait_dir: str + in_cohort_dir: str + + # Output paths + out_data_file: str + out_gene_data_file: str + out_clinical_data_file: str + json_path: str + + def get_setup_code(self) -> str: + """Generate Python code for setting up paths in the CodeExecutor namespace.""" + return f"""# Path Configuration +from tools.preprocess import * + +# Processing context +trait = "{self.trait}" +cohort = "{self.cohort}" + +# Input paths +in_trait_dir = "{self.in_trait_dir}" +in_cohort_dir = "{self.in_cohort_dir}" + +# Output paths +out_data_file = "{self.out_data_file}" +out_gene_data_file = "{self.out_gene_data_file}" +out_clinical_data_file = "{self.out_clinical_data_file}" +json_path = "{self.json_path}" +""" + + def get_setup_prompt(self) -> str: + """Generate the path setup section for the prompt.""" + return f""" +1. Path Configuration +The following variables have been pre-configured in your execution environment, +to maintain consistent file organization: + +Context Variables: +- trait: "{self.trait}" + The current trait being processed. + Use this instead of hardcoding the trait name in your code. + +- cohort: "{self.cohort}" + The current cohort being processed. + Use this instead of hardcoding the cohort name. + +Input Paths: +- in_trait_dir: "{self.in_trait_dir}" + The directory containing raw data of all cohorts for the current trait. + +- in_cohort_dir: "{self.in_cohort_dir}" + The directory containing raw data for the current cohort. + +Output Paths: +- out_data_file: "{self.out_data_file}" + Where to save the processed linked data. + +- out_gene_data_file: "{self.out_gene_data_file}" + Where to save the processed gene expression data. + +- out_clinical_data_file: "{self.out_clinical_data_file}" + Where to save the processed clinical data. + +- json_path: "{self.json_path}" + Where to save cohort metadata about data usability and quality. + +2. Pre-executed Setup Code +The following code has been automatically executed to prepare your environment. +All functions from tools.preprocess have been imported and are ready to use. +You can use these variables and functions directly in your code without importing or defining them. + +```python +{self.get_setup_code()}``` +""" + + +@dataclass +class TCGAPathConfig(PathConfig): + """Container for all path configurations used in preprocessing TCGA data.""" + # Context identifiers + trait: str + + # Input paths + tcga_root_dir: str + + # Output paths + out_data_file: str + out_gene_data_file: str + out_clinical_data_file: str + json_path: str + + def get_setup_code(self) -> str: + """Generate Python code for setting up paths in the CodeExecutor namespace.""" + return f"""# Path Configuration +from tools.preprocess import * + +# Processing context +trait = "{self.trait}" + +# Input paths +tcga_root_dir = "{self.tcga_root_dir}" + +# Output paths +out_data_file = "{self.out_data_file}" +out_gene_data_file = "{self.out_gene_data_file}" +out_clinical_data_file = "{self.out_clinical_data_file}" +json_path = "{self.json_path}" +""" + + def get_setup_prompt(self) -> str: + """Generate the path setup section for the prompt.""" + return f""" +1. Path Configuration +The following variables have been pre-configured in your execution environment, +to maintain consistent file organization: + +Context Variables: +- trait: "{self.trait}" + The current trait being processed. + Use this instead of hardcoding the trait name in your code. + +Input Paths: +- tcga_root_dir: "{self.tcga_root_dir}" + The root directory of the TCGA Xena dataset. + +Output Paths: +- out_data_file: "{self.out_data_file}" + Where to save the processed linked data. + +- out_gene_data_file: "{self.out_gene_data_file}" + Where to save the processed gene expression data. + +- out_clinical_data_file: "{self.out_clinical_data_file}" + Where to save the processed clinical data. + +- json_path: "{self.json_path}" + Where to save cohort metadata about data usability and quality. + +2. Pre-executed Setup Code +The following code has been automatically executed to prepare your environment. +All functions from tools.preprocess have been imported and are ready to use. +You can use these variables and functions directly in your code without importing or defining them. + +```python +{self.get_setup_code()}``` +""" + + + +# TO DO: for statistician +""" +Setups: +1. All input data are stored in the directory: '{data_root}'. +2. The output should be saved to the directory '{output_root}', under a subdirectory named after the trait. +3. External knowledge about genes related to each trait is available in a file '{gene_info_path}'. +""" + + + +@dataclass +class StatisticianPathConfig(PathConfig): + """Container for all path configurations used in Statistical analysis.""" + # Context identifiers + trait: str + condition: str + + # Input paths + in_data_root: str + gene_info_file: str + + # Output paths + output_root: str + + def get_setup_code(self) -> str: + """Generate Python code for setting up paths in the CodeExecutor namespace.""" + condition_str = "None" if self.condition is None else f'"{self.condition}"' + return f"""# Path Configuration +from tools.statistics import * +from sklearn.linear_model import LogisticRegression, LinearRegression + +# Processing context +trait = "{self.trait}" +condition = {condition_str} + +# Input paths +in_data_root = "{self.in_data_root}" +gene_info_file = "{self.gene_info_file}" + +# Output paths +output_root = "{self.output_root}" +""" + + def get_setup_prompt(self) -> str: + """Generate the path setup section for the prompt.""" + condition_str = "None" if self.condition is None else f'"{self.condition}"' + return f""" +1. Path Configuration +The following variables have been pre-configured in your execution environment, +to maintain consistent file organization: + +Context Variables: +- trait: "{self.trait}" + The trait in the current question being addressed. + Use this instead of hardcoding the trait name in your code. + +- condition: {condition_str} + The condition in the current question being addressed. + Use this instead of hardcoding the condition name. + +Input Paths: +- in_data_root: "{self.in_data_root}" + The directory containing all the preprocessed data for statistical analysis. + +- gene_info_file: "{self.gene_info_file}" + The file containing external knowledge about genes related to each trait. + +Output Paths: +- output_root: "{self.output_root}" + Where to save all the analysis results. + +2. Pre-executed Setup Code +The following code has been automatically executed to prepare your environment. +All functions from tools.statistics have been imported and are ready to use. +You can use these variables and functions directly in your code without importing or defining them. + +```python +{self.get_setup_code()}``` +""" \ No newline at end of file diff --git a/utils/resource_monitor.py b/utils/resource_monitor.py new file mode 100644 index 0000000000000000000000000000000000000000..840543799b225d935151e6ad4ca726470f1f0fee --- /dev/null +++ b/utils/resource_monitor.py @@ -0,0 +1,194 @@ +"""Resource monitoring utility for tracking CPU, memory, and GPU usage. + +This module provides real-time monitoring of system resources used by the current process, +including CPU usage, memory consumption, and GPU utilization (if NVIDIA GPUs are available). +Resources are monitored in a separate daemon thread that automatically terminates with the main process. +""" + +import os +import time +import psutil +import threading +from datetime import datetime +try: + import pynvml + NVIDIA_AVAILABLE = True +except ImportError: + NVIDIA_AVAILABLE = False + +class ResourceMonitor: + """Monitor system resources including CPU, memory, and GPU usage.""" + + def __init__(self, log_interval: int = 60, log_file: str = None): + """Initialize the resource monitor. + + Args: + log_interval: How often to log metrics (in seconds) + log_file: Where to save the metrics log. If None, only print to stdout + """ + self.log_interval = max(1, log_interval) # Ensure positive interval + self.log_file = log_file + self.running = False + self.start_time = None + + # Track peak usage + self.peak_metrics = { + 'cpu_percent': 0.0, + 'memory_gb': 0.0 + } + + # Initialize GPU monitoring + self.gpu_count = 0 + if NVIDIA_AVAILABLE: + try: + pynvml.nvmlInit() + self.gpu_count = pynvml.nvmlDeviceGetCount() + for i in range(self.gpu_count): + self.peak_metrics[f'gpu_{i}_memory_gb'] = 0.0 + self.peak_metrics[f'gpu_{i}_util'] = 0.0 + except Exception as e: + print(f"Warning: Failed to initialize NVIDIA monitoring: {str(e)}") + self.gpu_count = 0 + + def _get_gpu_metrics(self): + """Get GPU memory usage and utilization for all available GPUs.""" + if not self.gpu_count: + return {} + + gpu_metrics = {} + for i in range(self.gpu_count): + try: + handle = pynvml.nvmlDeviceGetHandleByIndex(i) + info = pynvml.nvmlDeviceGetMemoryInfo(handle) + utilization = pynvml.nvmlDeviceGetUtilizationRates(handle) + + memory_gb = info.used / (1024 ** 3) # More readable than /1024/1024/1024 + memory_percent = (info.used / info.total) * 100 + gpu_util = utilization.gpu + + # Update peak values + self.peak_metrics[f'gpu_{i}_memory_gb'] = max( + self.peak_metrics[f'gpu_{i}_memory_gb'], + memory_gb + ) + self.peak_metrics[f'gpu_{i}_util'] = max( + self.peak_metrics[f'gpu_{i}_util'], + gpu_util + ) + + gpu_metrics[f'gpu_{i}'] = { + 'memory_gb': memory_gb, + 'memory_total_gb': info.total / (1024 ** 3), + 'memory_percent': memory_percent, + 'utilization': gpu_util + } + except Exception as e: + print(f"Warning: Failed to get metrics for GPU {i}: {str(e)}") + continue + + return gpu_metrics + + def _get_system_metrics(self): + """Get CPU usage and process memory for the current process.""" + try: + process = psutil.Process(os.getpid()) + + # Calculate current values + cpu_percent = process.cpu_percent() + memory_gb = process.memory_info().rss / (1024 ** 3) + + # Update peak values + self.peak_metrics['cpu_percent'] = max( + self.peak_metrics['cpu_percent'], + cpu_percent + ) + self.peak_metrics['memory_gb'] = max( + self.peak_metrics['memory_gb'], + memory_gb + ) + + return { + 'cpu_percent': cpu_percent, + 'memory_gb': memory_gb + } + except Exception as e: + print(f"Warning: Failed to get system metrics: {str(e)}") + return { + 'cpu_percent': 0.0, + 'memory_gb': 0.0 + } + + def _monitor_loop(self): + """Main monitoring loop that periodically collects and logs resource usage.""" + while self.running: + try: + current_time = datetime.now() + elapsed_time = time.time() - self.start_time + + sys_metrics = self._get_system_metrics() + gpu_metrics = self._get_gpu_metrics() + + # Format output + output = [] + output.append(f"\n=== Resource Usage at {current_time.strftime('%Y-%m-%d %H:%M:%S')} (Elapsed: {elapsed_time:.1f}s) ===") + + # Current Usage - combine CPU and memory on one line + output.append(f"Current: CPU: {sys_metrics['cpu_percent']:.1f}%, Memory: {sys_metrics['memory_gb']:.1f}GB") + + # GPU Resources - one line per GPU + if self.gpu_count > 0: + for i in range(self.gpu_count): + if f'gpu_{i}' in gpu_metrics: # Check if GPU metrics were successfully collected + gpu = gpu_metrics[f'gpu_{i}'] + output.append( + f"GPU {i}: {gpu['memory_gb']:.1f}GB/{gpu['memory_total_gb']:.1f}GB " + f"({gpu['memory_percent']:.1f}%), Util: {gpu['utilization']}%" + ) + + # Peak Usage - combine all peaks on one line + peaks = [ + f"CPU: {self.peak_metrics['cpu_percent']:.1f}%", + f"Memory: {self.peak_metrics['memory_gb']:.1f}GB" + ] + + if self.gpu_count > 0: + for i in range(self.gpu_count): + if f'gpu_{i}_memory_gb' in self.peak_metrics: + peaks.append( + f"GPU {i}: {self.peak_metrics[f'gpu_{i}_memory_gb']:.1f}GB/" + f"{self.peak_metrics[f'gpu_{i}_util']}%" + ) + + output.append("Peak: " + ", ".join(peaks)) + + output_str = '\n'.join(output) + print(output_str) + + if self.log_file: + try: + with open(self.log_file, 'a') as f: + f.write(output_str + '\n') + except Exception as e: + print(f"Warning: Failed to write to log file: {str(e)}") + + except Exception as e: + print(f"Error in resource monitoring: {str(e)}") + + time.sleep(self.log_interval) + + def start(self): + """Start the resource monitoring in a daemon thread.""" + if not self.running: + self.running = True + self.start_time = time.time() + self.monitor_thread = threading.Thread(target=self._monitor_loop, daemon=True) + self.monitor_thread.start() + + def stop(self): + """Stop the resource monitoring. + Note: This is optional since the daemon thread will automatically terminate + when the main program exits. + """ + self.running = False + if hasattr(self, 'monitor_thread'): + self.monitor_thread.join(timeout=self.log_interval) diff --git a/utils/utils.py b/utils/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..7c73c4b6b9fdcd348261b6df9f2a15808651ade5 --- /dev/null +++ b/utils/utils.py @@ -0,0 +1,190 @@ +import ast +import json +import os +import re +import traceback +from typing import List, Optional, Dict + + +def normalize_trait(trait): + trait = '_'.join(trait.split()) + normalized_trait = ''.join(trait.split("'")) + return normalized_trait + +def normalize_gene_symbols(gene_symbols: List[str]) -> List[Optional[str]]: + """Use gene synonym information extracted from the NCBI Gene database to normalize gene symbols in a list, and + return a list of normalized symbols. Unmatched symbols are converted to None. + """ + with open("./metadata/gene_synonym.json", "r") as f: + synonym_dict = json.load(f) + return [synonym_dict.get(g) for g in gene_symbols] + +def get_question_pairs(file_path): + """ + Reads a JSON metadata file and returns a list of trait-condition pairs as questions. + """ + with open(file_path, 'r') as f: + task_info = json.load(f) + all_traits = sorted(list(task_info.keys())) + all_pairs = [] + for trait in all_traits: + all_pairs.append((trait, None)) + for condition in task_info[trait]['conditions']: + all_pairs.append((trait, condition)) + return all_pairs + +def check_slow_inference(model: str) -> bool: + """ + Checks if the model is a slow inference model by parsing the model name. + """ + # Convert to lowercase first, then split into alphanumeric substrings + substrings = re.findall(r'[a-z0-9]+', model.lower()) + + # Check conditions + has_slow_marker = any(s in ['o1', 'o3', 'r1'] for s in substrings) + has_mini = 'mini' in substrings + + return has_slow_marker and not has_mini + +def check_recent_openai_model(model: str) -> bool: + """ + Checks if the model is a recent OpenAI model (with updated system prompt role) by parsing the model name. + """ + substrings = re.findall(r'[a-z0-9]+', model.lower()) + has_recent_marker = any(s in ['o1', 'o3'] for s in substrings) + + return has_recent_marker + +def extract_function_code(file_path, function_names): + """ + Extracts the code of specific functions from a Python file. + + Args: + file_path (str): Path to the Python file. + function_names (list): List of function names to extract. + + Returns: + dict: A dictionary where keys are function names, and values are their code as strings. + """ + with open(file_path, 'r') as file: + source_code = file.read() + tree = ast.parse(source_code) + extracted_codes = [] + + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef) and node.name in function_names: + function_code = ast.get_source_segment(source_code, node) + extracted_codes.append(function_code) + + return '\n\n'.join(extracted_codes) + + +def load_last_cohort_info(version_dir): + try: + with open(os.path.join(version_dir, "last_cohort_info.json"), "r") as f: + return json.load(f) + except FileNotFoundError: + return None + + +def save_last_cohort_info(version_dir, cohort_info): + with open(os.path.join(version_dir, "last_cohort_info.json"), "w") as f: + json.dump(cohort_info, f) + + +def delete_corrupted_files(output_dir, cohort): + out_gene_dir = os.path.join(output_dir, 'gene_data') + out_clinical_dir = os.path.join(output_dir, 'clinical_data') + out_code_dir = os.path.join(output_dir, 'code') + for this_dir in [output_dir, out_gene_dir, out_clinical_dir, out_code_dir]: + ext = "py" if this_dir == out_code_dir else "csv" + file_path = os.path.join(this_dir, f"{cohort}.{ext}") + if os.path.exists(file_path): + os.remove(file_path) + + +def load_completed_tasks(version_dir): + """ + Load the set of completed tasks from a JSON file. + If the file doesn't exist, return an empty set. + """ + file_path = os.path.join(version_dir, "completed_tasks.json") + if not os.path.exists(file_path): + return set() + try: + with open(file_path, "r") as file: + return {tuple(task) for task in json.load(file)} + except json.JSONDecodeError: + traceback.print_exc() + return set() + + +def add_completed_task(task, version_dir): + """ + Add a single completed task to the JSON file. + """ + completed_tasks = load_completed_tasks(version_dir) + completed_tasks.add(task) + + os.makedirs(version_dir, exist_ok=True) + file_path = os.path.join(version_dir, "completed_tasks.json") + with open(file_path, "w") as file: + json.dump([list(task) for task in completed_tasks], file) + + +def gene_precision(pred: List[str], ref: List[str]) -> float: + """ + Calculate precision of predicted genes against reference set. + """ + if len(pred): + precision = sum([p in ref for p in pred]) / len(pred) + else: + if len(ref): + precision = 0 + else: + precision = 1 + return precision + + +def gene_recall(pred: List[str], ref: List[str]) -> float: + """ + Calculate recall of predicted genes against reference set. + """ + if len(ref): + recall = sum([p in pred for p in ref]) / len(ref) + else: + if len(pred): + recall = 0 + else: + recall = 1 + return recall + + +def gene_f1(pred: List[str], ref: List[str]) -> float: + """ + Calculate F1 score between predicted and reference gene sets. + """ + prec = gene_precision(pred, ref) + rec = gene_recall(pred, ref) + if prec + rec == 0: # Prevent division by zero + return 0 + f1 = 2 * (prec * rec) / (prec + rec) + return f1 + + +def evaluate_gene_selection(pred: List[str], ref: List[str]) -> Dict[str, float]: + """ + Evaluate the performance of predicted gene selection against a reference set. + + Args: + pred (List[str]): List of predicted gene symbols. + ref (List[str]): List of reference (ground truth) gene symbols. + + Returns: + Dict[str, float]: Dictionary containing precision, recall, F1 score, and Jaccard similarity. + """ + return { + 'precision': gene_precision(pred, ref) * 100, + 'recall': gene_recall(pred, ref) * 100, + 'f1': gene_f1(pred, ref) * 100, + } \ No newline at end of file