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Log_Perceptron.txt
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{'pCR': [u'KDR_Squared', u'ATF3', u'RPS6_Squared', u'cyto.cat=Misc', u'GATA3', u'CDKN2A_Squared', u'NF2.pS518', u'CASP9.cl315_Squared', u'IGFBP2', u'SMAD3_Squared', u'PRKAA1_2.pT172_Squared', u'HDAC3_Squared', u'CLPP', u'PRIOR.MAL', u'ATG7', u'cyto.cat=diploid', u'DLX1_Squared', u'MSI2', u'CCNE2', u'NPM1.3542', u'ARC', u'cyto.cat=21', u'ITGAL', u'SMAD2_Squared', u'RPS6.pS240_244', u'MYC', u'LCK_Squared', u'ITGA2', u'GAPDH', u'CCNE1', u'PA2G4.pT70_Squared', u'cyto.cat=-7', u'MTOR.pS2448_Squared', u'CD44', u'PRKCB.II_Squared', u'MAP2K1_2.pS217_221_Squared', u'BAD.pS136_Squared', u'CASP9.cl330', u'GSKA_B.pS21_9', u'CTSG', u'FOXO3_Squared', u'TGM2', u'STAT3.pS727', u'CASP8_Squared', u'PIK3CA', u'RPS6', u'SFN', u'PTK2_Squared', u'ZNF296_Squared', u'PRKCD.pT507', u'Age.at.Dx', u'STMN1_Squared', u'YWHAZ_Squared', u'HSPB1', u'STMN1', u'PDK1.pS241_Squared', u'CDK1', u'MAPK9', 'PCA_Sq_24', 'LYN_Squared', 'PCA_Sq_169'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'EIF2AK2', u'STMN1', u'H3K27Me3', u'PTGS2_Squared', u'Age.at.Dx', u'cyto.cat=diploid', u'ARC', u'PA2G4.pS65'], 'Remission': [u'CASP9.cl330', u'ERG', u'ALBUMIN', u'CASP3.cl175', u'TP53', u'RPS6KB1.pT389', u'PLAC1', u'JMJD6', u'SMAD3_Squared', u'ERG_Squared', u'TRIM24', u'Age.at.Dx', u'HSPA1A_L', u'ATG7_Squared', u'ARC_Squared', u'STAT3.pS727', u'CBL_Squared', u'BIRC5_Squared', u'ARC', u'YWHAE', u'SMAD5.pS463', u'BRAF_Squared', u'MTOR.pS2448_Squared']}
{'Remission': 0.34065397772162437, 'pCR': 0.53108614485634298, 'pRelapse': 0.63392012547843646, 'OS': 0.33936645799597037}
{'pCR': [u'PTK2_Squared', u'ARC', u'TGM2', u'STMN1', u'CASP8_Squared', u'STMN1_Squared', u'ATF3', u'cyto.cat=Misc', u'SMAD3_Squared', u'SMAD2_Squared', u'PRKCD.pT507', u'PDK1.pS241_Squared', u'CTSG', u'NPM1.3542', u'GSKA_B.pS21_9', u'NF2.pS518', 'PCA_Sq_169', u'Age.at.Dx', u'MAP2K1_2.pS217_221_Squared', u'CDKN2A_Squared', 'PCA_Sq_24', u'KDR_Squared', u'CASP9.cl315_Squared', u'PRKCB.II_Squared', u'ZNF296_Squared', u'STAT3.pS727', u'PIK3CA', u'FOXO3_Squared', u'MAPK9', u'IGFBP2', u'CASP9.cl330', u'CLPP', u'BAD.pS136_Squared', u'CD44', u'GATA3', u'CCNE1', u'LCK_Squared', u'GAPDH', 'LYN_Squared', u'ITGAL', u'CDK1', u'PA2G4.pT70_Squared', u'ITGA2', u'MTOR.pS2448_Squared', u'cyto.cat=21', u'SFN', u'ATG7', u'PRKAA1_2.pT172_Squared', u'RPS6', u'MSI2', u'DLX1_Squared', u'cyto.cat=-7', u'HDAC3_Squared', u'RPS6_Squared', u'HSPB1', u'PRIOR.MAL'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'EIF2AK2', u'STMN1', u'H3K27Me3', u'PTGS2_Squared', u'Age.at.Dx', u'cyto.cat=diploid', u'ARC', u'PA2G4.pS65', 'PCA_Sq_145', 'PCA_Sq_11'], 'Remission': [u'CASP9.cl330', u'ERG', u'ALBUMIN', u'CASP3.cl175', u'TP53', u'RPS6KB1.pT389', u'PLAC1', u'JMJD6', u'SMAD3_Squared', u'ERG_Squared', u'TRIM24', u'Age.at.Dx', u'HSPA1A_L', u'ATG7_Squared', u'ARC_Squared', u'STAT3.pS727', u'CBL_Squared', u'BIRC5_Squared', u'ARC', u'YWHAE', u'SMAD5.pS463', u'BRAF_Squared', u'MTOR.pS2448_Squared']}
{'Remission': 0.34049148814148766, 'pCR': 0.52604191015998769, 'pRelapse': 0.63400971139373441, 'OS': 0.33866409040847684}
Updated: pCR
Updated: OS
Updated: Remission
{'pCR': [u'RPS6_Squared', u'LCK_Squared', 'LYN_Squared', u'STAT3.pS727', u'ATG7', u'ZNF296_Squared', u'CDKN2A_Squared', u'IGFBP2', u'DLX1_Squared', u'NF2.pS518', u'NPM1.3542', u'MSI2', u'PRKCD.pT507', u'PIK3CA', u'CTSG', u'TGM2', u'RPS6', u'STMN1', u'CCNE1', u'CASP9.cl315_Squared', u'HSPB1', u'SMAD2_Squared', u'PDK1.pS241_Squared', u'SFN', u'HDAC3_Squared', u'ITGAL', u'CASP9.cl330', u'ITGA2', u'GATA3', u'CASP8_Squared', u'GAPDH', u'CD44', 'PCA_Sq_109', u'STMN1_Squared', u'MTOR.pS2448_Squared', u'PA2G4.pT70_Squared', u'ARC', u'cyto.cat=21', u'KDR_Squared', u'ATF3', u'MAPK9', u'SMAD3_Squared', u'cyto.cat=-7', u'cyto.cat=Misc', u'CLPP', u'GSKA_B.pS21_9', u'PRKAA1_2.pT172_Squared', u'Age.at.Dx', u'PRKCB.II_Squared', 'PDK1.pS241', u'CDK1', 'PCA_Sq_24', u'FOXO3_Squared', 'PCA_Sq_169', u'PTK2_Squared', u'BAD.pS136_Squared'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CASP9.cl330', u'ATG7_Squared', u'TP53', u'MTOR.pS2448_Squared', u'ARC_Squared', u'Age.at.Dx', 'PCA_16', u'TRIM24', u'BIRC5_Squared', u'ALBUMIN', u'SMAD3_Squared', 'PCA_75', u'CASP3.cl175', u'YWHAE', u'ERG_Squared', u'HSPA1A_L', u'JMJD6', 'PDK1_Squared', u'STAT3.pS727', u'CBL_Squared', u'ARC', u'BRAF_Squared', u'RPS6KB1.pT389', u'PLAC1']}
{'Remission': 0.33724043309631502, 'pCR': 0.52498250553039327, 'pRelapse': 0.64009070966387194, 'OS': 0.37389473368646864}
Updated: pCR
Updated: Remission
{'pCR': [u'RPS6_Squared', u'LCK_Squared', 'LYN_Squared', u'STAT3.pS727', u'ATG7', u'ZNF296_Squared', u'CDKN2A_Squared', u'IGFBP2', u'DLX1_Squared', u'NF2.pS518', u'NPM1.3542', u'MSI2', u'PRKCD.pT507', u'PIK3CA', u'CTSG', u'TGM2', u'RPS6', u'STMN1', u'CCNE1', u'CASP9.cl315_Squared', u'HSPB1', u'SMAD2_Squared', u'PDK1.pS241_Squared', u'SFN', u'HDAC3_Squared', u'ITGAL', u'CASP9.cl330', u'ITGA2', u'GATA3', u'CASP8_Squared', u'GAPDH', u'CD44', 'PCA_Sq_109', u'STMN1_Squared', u'MTOR.pS2448_Squared', u'PA2G4.pT70_Squared', u'ARC', u'cyto.cat=21', u'KDR_Squared', u'ATF3', u'MAPK9', u'SMAD3_Squared', u'cyto.cat=-7', u'cyto.cat=Misc', u'CLPP', u'GSKA_B.pS21_9', u'PRKAA1_2.pT172_Squared', u'Age.at.Dx', u'PRKCB.II_Squared', 'PDK1.pS241', u'CDK1', 'PCA_Sq_24', u'FOXO3_Squared', 'PCA_Sq_169', u'PTK2_Squared', u'BAD.pS136_Squared', 'PCA_64', 'LGALS3_Squared', 'H3K4Me3', 'PCA_Sq_97'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CASP9.cl330', u'ATG7_Squared', u'TP53', u'MTOR.pS2448_Squared', u'ARC_Squared', u'Age.at.Dx', 'PCA_16', u'TRIM24', u'BIRC5_Squared', u'ALBUMIN', u'SMAD3_Squared', 'PCA_75', u'CASP3.cl175', u'YWHAE', u'ERG_Squared', u'HSPA1A_L', u'JMJD6', 'PDK1_Squared', u'STAT3.pS727', u'CBL_Squared', u'ARC', u'BRAF_Squared', u'RPS6KB1.pT389', u'PLAC1', 'NOTCH3', 'HDAC2']}
{'Remission': 0.33775640104076604, 'pCR': 0.53332396159059958, 'pRelapse': 0.63542178284511419, 'OS': 0.36671612101224432}
Updated: pCR
Updated: Remission
{'pCR': [u'CCNE1', u'cyto.cat=Misc', u'ITGAL', u'TGM2', u'PRKCD.pT507', 'PCA_Sq_24', 'PCA_64', u'MAPK9', u'DLX1_Squared', u'MSI2', u'GATA3', 'PDK1.pS241', u'GAPDH', u'RPS6_Squared', u'ATG7', u'PA2G4.pT70_Squared', u'CLPP', u'SMAD2_Squared', u'ATF3', u'NF2.pS518', u'CDKN2A_Squared', u'CASP9.cl315_Squared', u'PRKAA1_2.pT172_Squared', u'FOXO3_Squared', u'ZNF296_Squared', u'CD44', u'cyto.cat=21', u'STMN1_Squared', u'GSKA_B.pS21_9', u'KDR_Squared', u'Age.at.Dx', 'LGALS3_Squared', u'STAT3.pS727', 'PCA_Sq_97', u'NPM1.3542', u'HSPB1', u'cyto.cat=-7', u'ARC', u'MTOR.pS2448_Squared', u'CASP8_Squared', u'SFN', u'STMN1', u'HDAC3_Squared', u'CTSG', u'CASP9.cl330', 'H3K4Me3', u'CDK1', u'PIK3CA', u'PTK2_Squared', 'LYN_Squared', 'PCA_Sq_109', u'PDK1.pS241_Squared', u'ITGA2', u'BAD.pS136_Squared', u'SMAD3_Squared', u'PRKCB.II_Squared', u'IGFBP2'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CBL_Squared', 'NOTCH3', 'PCA_75', u'Age.at.Dx', u'TP53', u'ARC_Squared', u'ARC', u'MTOR.pS2448_Squared', 'HDAC2', u'STAT3.pS727', u'BIRC5_Squared', u'RPS6KB1.pT389', u'CASP9.cl330', u'YWHAE', u'TRIM24', 'PDK1_Squared', u'ERG_Squared', u'PLAC1', u'BRAF_Squared', 'PCA_16', u'ALBUMIN', u'ATG7_Squared', u'CASP3.cl175', u'SMAD3_Squared', u'HSPA1A_L']}
{'Remission': 0.34460664422723197, 'pCR': 0.52670745243831529, 'pRelapse': 0.63275076300008037, 'OS': 0.37101442361873765}
Updated: pCR
Updated: Remission
{'pCR': [u'CCNE1', u'cyto.cat=Misc', u'ITGAL', u'TGM2', u'PRKCD.pT507', 'PCA_Sq_24', 'PCA_64', u'MAPK9', u'DLX1_Squared', u'MSI2', u'GATA3', 'PDK1.pS241', u'GAPDH', u'RPS6_Squared', u'ATG7', u'PA2G4.pT70_Squared', u'CLPP', u'SMAD2_Squared', u'ATF3', u'NF2.pS518', u'CDKN2A_Squared', u'CASP9.cl315_Squared', u'PRKAA1_2.pT172_Squared', u'FOXO3_Squared', u'ZNF296_Squared', u'CD44', u'cyto.cat=21', u'STMN1_Squared', u'GSKA_B.pS21_9', u'KDR_Squared', u'Age.at.Dx', 'LGALS3_Squared', u'STAT3.pS727', 'PCA_Sq_97', u'NPM1.3542', u'HSPB1', u'cyto.cat=-7', u'ARC', u'MTOR.pS2448_Squared', u'CASP8_Squared', u'SFN', u'STMN1', u'HDAC3_Squared', u'CTSG', u'CASP9.cl330', 'H3K4Me3', u'CDK1', u'PIK3CA', u'PTK2_Squared', 'LYN_Squared', 'PCA_Sq_109', u'PDK1.pS241_Squared', u'ITGA2', u'BAD.pS136_Squared', u'SMAD3_Squared', u'PRKCB.II_Squared', u'IGFBP2', 'CASP3'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CBL_Squared', u'TP53', u'CASP9.cl330', u'SMAD3_Squared', 'HDAC2', 'PDK1_Squared', u'RPS6KB1.pT389', u'MTOR.pS2448_Squared', u'BRAF_Squared', u'STAT3.pS727', 'NOTCH3', u'ARC', u'YWHAE', u'ATG7_Squared', u'TRIM24', u'ALBUMIN', 'PCA_75', u'HSPA1A_L', 'PCA_16', u'ARC_Squared', u'Age.at.Dx', u'CASP3.cl175', u'ERG_Squared']}
{'Remission': 0.33538977928389652, 'pCR': 0.52129902154861774, 'pRelapse': 0.63791892565623742, 'OS': 0.37671708881811328}
Updated: pCR
Updated: Remission
{'pCR': [u'CCNE1', u'cyto.cat=Misc', u'ITGAL', u'TGM2', u'PRKCD.pT507', 'PCA_Sq_24', 'PCA_64', u'MAPK9', u'DLX1_Squared', u'MSI2', u'GATA3', 'PDK1.pS241', u'GAPDH', u'RPS6_Squared', u'ATG7', u'PA2G4.pT70_Squared', u'CLPP', u'SMAD2_Squared', u'ATF3', u'NF2.pS518', u'CDKN2A_Squared', u'CASP9.cl315_Squared', u'PRKAA1_2.pT172_Squared', u'FOXO3_Squared', u'ZNF296_Squared', u'CD44', u'cyto.cat=21', u'STMN1_Squared', u'GSKA_B.pS21_9', u'KDR_Squared', u'Age.at.Dx', 'LGALS3_Squared', u'STAT3.pS727', 'PCA_Sq_97', u'NPM1.3542', u'HSPB1', u'cyto.cat=-7', u'ARC', u'MTOR.pS2448_Squared', u'CASP8_Squared', u'SFN', u'STMN1', u'HDAC3_Squared', u'CTSG', u'CASP9.cl330', 'H3K4Me3', u'CDK1', u'PIK3CA', u'PTK2_Squared', 'LYN_Squared', 'PCA_Sq_109', u'PDK1.pS241_Squared', u'ITGA2', u'BAD.pS136_Squared', u'SMAD3_Squared', u'PRKCB.II_Squared', u'IGFBP2', 'CASP3', 'BMI1_Squared', 'YWHAE', 'PCA_Sq_136'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CBL_Squared', u'TP53', u'CASP9.cl330', u'SMAD3_Squared', 'HDAC2', 'PDK1_Squared', u'RPS6KB1.pT389', u'MTOR.pS2448_Squared', u'BRAF_Squared', u'STAT3.pS727', 'NOTCH3', u'ARC', u'YWHAE', u'ATG7_Squared', u'TRIM24', u'ALBUMIN', 'PCA_75', u'HSPA1A_L', 'PCA_16', u'ARC_Squared', u'Age.at.Dx', u'CASP3.cl175', u'ERG_Squared', 'PCA_88', 'FOXO3_Squared', 'PCA_55', 'PCA_Sq_158', 'KIT']}
{'Remission': 0.33836297197166709, 'pCR': 0.53194428449668196, 'pRelapse': 0.64172421919804057, 'OS': 0.36772391286129213}
Updated: pCR
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CBL_Squared', u'TP53', u'CASP9.cl330', u'SMAD3_Squared', 'HDAC2', 'PDK1_Squared', u'RPS6KB1.pT389', u'MTOR.pS2448_Squared', u'BRAF_Squared', u'STAT3.pS727', 'NOTCH3', u'ARC', u'YWHAE', u'ATG7_Squared', u'TRIM24', u'ALBUMIN', 'PCA_75', u'HSPA1A_L', 'PCA_16', u'ARC_Squared', u'Age.at.Dx', u'CASP3.cl175', u'ERG_Squared', 'PCA_88', 'FOXO3_Squared', 'PCA_55', 'PCA_Sq_158', 'KIT', 'PCA_137', 'PCA_30']}
{'Remission': 0.33630772549890159, 'pCR': 0.5557156003873952, 'pRelapse': 0.62933904034038946, 'OS': 0.37200112753068071}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['FOXO3_Squared', u'ARC', u'MTOR.pS2448_Squared', u'HSPA1A_L', u'TP53', u'Age.at.Dx', u'STAT3.pS727', 'PCA_75', 'PCA_16', u'ARC_Squared', u'ATG7_Squared', 'PCA_Sq_158', u'ERG_Squared', 'KIT', 'PDK1_Squared', 'PCA_55', u'RPS6KB1.pT389', 'NOTCH3', 'HDAC2', u'CASP9.cl330', u'CASP3.cl175', 'PCA_137', u'BRAF_Squared', u'CBL_Squared', u'TRIM24', 'PCA_88', u'ALBUMIN', u'SMAD3_Squared']}
{'Remission': 0.3391412965202435, 'pCR': 0.55154421834784051, 'pRelapse': 0.63784200577223005, 'OS': 0.38215412641281521}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['PCA_16', u'MTOR.pS2448_Squared', u'Age.at.Dx', u'ARC_Squared', u'HSPA1A_L', u'TRIM24', 'PCA_55', 'KIT', u'ALBUMIN', 'PCA_75', u'ARC', 'PCA_137', 'HDAC2', u'RPS6KB1.pT389', u'ERG_Squared', u'ATG7_Squared', u'CASP3.cl175', u'SMAD3_Squared', 'FOXO3_Squared', 'PCA_88', u'CASP9.cl330', u'STAT3.pS727', u'TP53', 'PDK1_Squared', u'CBL_Squared', u'BRAF_Squared']}
{'Remission': 0.34297527287527246, 'pCR': 0.5542469717462446, 'pRelapse': 0.63681396177784078, 'OS': 0.36906607469184866}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['PCA_16', u'MTOR.pS2448_Squared', u'Age.at.Dx', u'ARC_Squared', u'HSPA1A_L', u'TRIM24', 'PCA_55', 'KIT', u'ALBUMIN', 'PCA_75', u'ARC', 'PCA_137', 'HDAC2', u'RPS6KB1.pT389', u'ERG_Squared', u'ATG7_Squared', u'CASP3.cl175', u'SMAD3_Squared', 'FOXO3_Squared', 'PCA_88', u'CASP9.cl330', u'STAT3.pS727', u'TP53', 'PDK1_Squared', u'CBL_Squared', u'BRAF_Squared', 'EIF2AK2']}
{'Remission': 0.34163809097106262, 'pCR': 0.55796190610110075, 'pRelapse': 0.63583743500393686, 'OS': 0.37096924615793897}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['PCA_16', u'MTOR.pS2448_Squared', u'Age.at.Dx', u'ARC_Squared', u'HSPA1A_L', u'TRIM24', 'PCA_55', 'KIT', u'ALBUMIN', 'PCA_75', u'ARC', 'PCA_137', 'HDAC2', u'RPS6KB1.pT389', u'ERG_Squared', u'ATG7_Squared', u'CASP3.cl175', u'SMAD3_Squared', 'FOXO3_Squared', 'PCA_88', u'CASP9.cl330', u'STAT3.pS727', u'TP53', 'PDK1_Squared', u'CBL_Squared', u'BRAF_Squared', 'EIF2AK2', 'PCA_161', 'SMAD1_Squared', 'PCA_Sq_185', 'PCA_60', 'LEF1']}
{'Remission': 0.34235011197952331, 'pCR': 0.55481746075848082, 'pRelapse': 0.63398238186859168, 'OS': 0.37747692682050593}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CASP3.cl175', 'PCA_60', u'ERG_Squared', 'PCA_Sq_185', u'CBL_Squared', u'HSPA1A_L', u'TRIM24', 'PCA_88', u'STAT3.pS727', 'PCA_161', u'BRAF_Squared', 'KIT', 'PDK1_Squared', u'RPS6KB1.pT389', 'LEF1', u'ALBUMIN', u'ARC_Squared', u'ARC', 'EIF2AK2', 'FOXO3_Squared', u'CASP9.cl330', u'Age.at.Dx', 'HDAC2', 'PCA_16', 'SMAD1_Squared', u'TP53', 'PCA_137', 'PCA_55', u'SMAD3_Squared', 'PCA_75', u'ATG7_Squared']}
{'Remission': 0.34108665516916264, 'pCR': 0.55323059891578785, 'pRelapse': 0.62555188702086273, 'OS': 0.37428183158465705}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'CASP3.cl175', 'PCA_60', u'ERG_Squared', 'PCA_Sq_185', u'CBL_Squared', u'HSPA1A_L', u'TRIM24', 'PCA_88', u'STAT3.pS727', 'PCA_161', u'BRAF_Squared', 'KIT', 'PDK1_Squared', u'RPS6KB1.pT389', 'LEF1', u'ALBUMIN', u'ARC_Squared', u'ARC', 'EIF2AK2', 'FOXO3_Squared', u'CASP9.cl330', u'Age.at.Dx', 'HDAC2', 'PCA_16', 'SMAD1_Squared', u'TP53', 'PCA_137', 'PCA_55', u'SMAD3_Squared', 'PCA_75', u'ATG7_Squared', 'PCA_Sq_74', 'MAPK14.pT180Y182_Squared', 'PCA_105']}
{'Remission': 0.34064628103234856, 'pCR': 0.56291204932802807, 'pRelapse': 0.63841281713844134, 'OS': 0.37691875739013964}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['PCA_55', 'PCA_Sq_185', u'TRIM24', 'EIF2AK2', u'ARC_Squared', u'ATG7_Squared', u'ALBUMIN', 'PCA_105', u'CBL_Squared', u'SMAD3_Squared', 'MAPK14.pT180Y182_Squared', 'PDK1_Squared', u'CASP3.cl175', 'LEF1', 'PCA_75', u'CASP9.cl330', u'BRAF_Squared', u'HSPA1A_L', 'FOXO3_Squared', 'PCA_60', u'Age.at.Dx', u'ARC', u'RPS6KB1.pT389', 'PCA_Sq_74', 'PCA_161', 'PCA_88', u'STAT3.pS727', 'PCA_137', 'SMAD1_Squared', 'PCA_16', 'HDAC2', 'KIT', u'ERG_Squared']}
{'Remission': 0.34225742813831017, 'pCR': 0.54952220701451682, 'pRelapse': 0.6386099962535785, 'OS': 0.37213629270177939}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['PCA_55', 'PCA_Sq_185', u'TRIM24', 'EIF2AK2', u'ARC_Squared', u'ATG7_Squared', u'ALBUMIN', 'PCA_105', u'CBL_Squared', u'SMAD3_Squared', 'MAPK14.pT180Y182_Squared', 'PDK1_Squared', u'CASP3.cl175', 'LEF1', 'PCA_75', u'CASP9.cl330', u'BRAF_Squared', u'HSPA1A_L', 'FOXO3_Squared', 'PCA_60', u'Age.at.Dx', u'ARC', u'RPS6KB1.pT389', 'PCA_Sq_74', 'PCA_161', 'PCA_88', u'STAT3.pS727', 'PCA_137', 'SMAD1_Squared', 'PCA_16', 'HDAC2', 'KIT', u'ERG_Squared', 'PCA_Sq_198']}
{'Remission': 0.33979161071126973, 'pCR': 0.55788221836097629, 'pRelapse': 0.6414455417209578, 'OS': 0.36475726857558866}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'RPS6KB1.pT389', u'SMAD3_Squared', 'PCA_161', 'PCA_88', 'HDAC2', u'ARC', 'KIT', 'LEF1', 'PCA_55', u'CASP3.cl175', u'CASP9.cl330', u'ARC_Squared', u'ALBUMIN', 'PCA_16', u'CBL_Squared', u'HSPA1A_L', 'FOXO3_Squared', u'STAT3.pS727', 'PCA_105', u'BRAF_Squared', 'EIF2AK2', 'PDK1_Squared', 'PCA_Sq_185', 'SMAD1_Squared', 'PCA_75', u'Age.at.Dx', u'ATG7_Squared', u'ERG_Squared', 'PCA_60', 'MAPK14.pT180Y182_Squared', 'PCA_137', 'PCA_Sq_74']}
{'Remission': 0.34164694912930149, 'pCR': 0.55540215336644871, 'pRelapse': 0.64291059529184691, 'OS': 0.37617556305064065}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'RPS6KB1.pT389', u'SMAD3_Squared', 'PCA_161', 'PCA_88', 'HDAC2', u'ARC', 'KIT', 'LEF1', 'PCA_55', u'CASP3.cl175', u'CASP9.cl330', u'ARC_Squared', u'ALBUMIN', 'PCA_16', u'CBL_Squared', u'HSPA1A_L', 'FOXO3_Squared', u'STAT3.pS727', 'PCA_105', u'BRAF_Squared', 'EIF2AK2', 'PDK1_Squared', 'PCA_Sq_185', 'SMAD1_Squared', 'PCA_75', u'Age.at.Dx', u'ATG7_Squared', u'ERG_Squared', 'PCA_60', 'MAPK14.pT180Y182_Squared', 'PCA_137', 'PCA_Sq_74', 'CCND1_Squared', 'PCA_177']}
{'Remission': 0.33789255657196787, 'pCR': 0.55094998523016203, 'pRelapse': 0.64234523984647685, 'OS': 0.3750719303537382}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'RPS6KB1.pT389', u'SMAD3_Squared', 'PCA_161', 'PCA_88', 'HDAC2', u'ARC', 'KIT', 'LEF1', 'PCA_55', u'CASP3.cl175', u'CASP9.cl330', u'ARC_Squared', u'ALBUMIN', 'PCA_16', u'CBL_Squared', u'HSPA1A_L', 'FOXO3_Squared', u'STAT3.pS727', 'PCA_105', u'BRAF_Squared', 'EIF2AK2', 'PDK1_Squared', 'PCA_Sq_185', 'SMAD1_Squared', 'PCA_75', u'Age.at.Dx', u'ATG7_Squared', u'ERG_Squared', 'PCA_60', 'MAPK14.pT180Y182_Squared', 'PCA_137', 'PCA_Sq_74', 'CCND1_Squared', 'PCA_177', 'PCA_79', 'NPM1']}
{'Remission': 0.34040034083563453, 'pCR': 0.56021243017447775, 'pRelapse': 0.63245490348152644, 'OS': 0.37394536006198281}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'RPS6KB1.pT389', u'SMAD3_Squared', 'PCA_161', 'PCA_88', 'HDAC2', u'ARC', 'KIT', 'LEF1', 'PCA_55', u'CASP3.cl175', u'CASP9.cl330', u'ARC_Squared', u'ALBUMIN', 'PCA_16', u'CBL_Squared', u'HSPA1A_L', 'FOXO3_Squared', u'STAT3.pS727', 'PCA_105', u'BRAF_Squared', 'EIF2AK2', 'PDK1_Squared', 'PCA_Sq_185', 'SMAD1_Squared', 'PCA_75', u'Age.at.Dx', u'ATG7_Squared', u'ERG_Squared', 'PCA_60', 'MAPK14.pT180Y182_Squared', 'PCA_137', 'PCA_Sq_74', 'CCND1_Squared', 'PCA_177', 'PCA_79', 'NPM1', 'GAB2']}
{'Remission': 0.3387083718597646, 'pCR': 0.55449386249236066, 'pRelapse': 0.63524157316021723, 'OS': 0.36664941646252514}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'BRAF_Squared', 'PCA_177', 'MAPK14.pT180Y182_Squared', u'RPS6KB1.pT389', u'CBL_Squared', u'HSPA1A_L', 'KIT', 'PCA_60', 'PCA_55', u'ARC_Squared', 'PCA_79', u'ERG_Squared', 'FOXO3_Squared', u'CASP3.cl175', 'PCA_16', u'STAT3.pS727', 'PCA_Sq_185', 'NPM1', 'PCA_Sq_74', 'EIF2AK2', u'ARC', 'LEF1', u'Age.at.Dx', 'PCA_137', 'PDK1_Squared', u'ALBUMIN', 'GAB2', u'ATG7_Squared', 'HDAC2', u'CASP9.cl330', 'PCA_161', 'PCA_88', 'CCND1_Squared']}
{'Remission': 0.33981516392104594, 'pCR': 0.54474829410060954, 'pRelapse': 0.63997276540654746, 'OS': 0.37173405123664888}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'BRAF_Squared', 'PCA_177', 'MAPK14.pT180Y182_Squared', u'RPS6KB1.pT389', u'CBL_Squared', u'HSPA1A_L', 'KIT', 'PCA_60', 'PCA_55', u'ARC_Squared', 'PCA_79', u'ERG_Squared', 'FOXO3_Squared', u'CASP3.cl175', 'PCA_16', u'STAT3.pS727', 'PCA_Sq_185', 'NPM1', 'PCA_Sq_74', 'EIF2AK2', u'ARC', 'LEF1', u'Age.at.Dx', 'PCA_137', 'PDK1_Squared', u'ALBUMIN', 'GAB2', u'ATG7_Squared', 'HDAC2', u'CASP9.cl330', 'PCA_161', 'PCA_88', 'CCND1_Squared', 'ERBB2', 'PCA_3', 'CDKN1B_Squared', 'PCA_Sq_105', 'PCA_Sq_97']}
{'Remission': 0.3404742870963457, 'pCR': 0.56216871379272948, 'pRelapse': 0.62868527786059025, 'OS': 0.37263084311703903}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': [u'ERG_Squared', 'MAPK14.pT180Y182_Squared', 'PCA_16', u'CASP9.cl330', 'PCA_Sq_97', 'GAB2', 'PCA_60', u'STAT3.pS727', 'CCND1_Squared', 'CDKN1B_Squared', u'HSPA1A_L', u'ARC_Squared', 'PCA_137', 'ERBB2', u'BRAF_Squared', 'PCA_79', 'PCA_161', 'NPM1', u'ALBUMIN', 'EIF2AK2', u'RPS6KB1.pT389', 'PDK1_Squared', 'FOXO3_Squared', u'ATG7_Squared', u'CBL_Squared', 'LEF1', u'ARC', 'PCA_3', 'PCA_Sq_185', 'PCA_177', 'PCA_Sq_105', u'CASP3.cl175', 'PCA_Sq_74']}
{'Remission': 0.37004961586388757, 'pCR': 0.56257570206967322, 'pRelapse': 0.63630290222744468, 'OS': 0.36567465726244158}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1']}
{'Remission': 0.41234170020439381, 'pCR': 0.55853517361173799, 'pRelapse': 0.63872448771095469, 'OS': 0.37157261388721186}
Updated: OS
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1']}
{'Remission': 0.40881036300873758, 'pCR': 0.54943484106396812, 'pRelapse': 0.63872991633344833, 'OS': 0.42358402448446214}
Updated: OS
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1']}
{'Remission': 0.41790237720082923, 'pCR': 0.54825073029712745, 'pRelapse': 0.64324931300023158, 'OS': 0.4593201464235247}
Updated: pCR
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171', 'MCL1_Squared', 'PCA_Sq_73', 'PCA_Sq_38', 'CDKN1A', 'COPS5'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1']}
{'Remission': 0.41162735495785013, 'pCR': 0.57737648605603598, 'pRelapse': 0.64125071335366635, 'OS': 0.45918966530744681}
Updated: Remission
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171', 'MCL1_Squared', 'PCA_Sq_73', 'PCA_Sq_38', 'CDKN1A', 'COPS5'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1', 'PCA_Sq_71']}
{'Remission': 0.45826602121175397, 'pCR': 0.56958946303238889, 'pRelapse': 0.63477127498591379, 'OS': 0.45968109470708063}
Updated: pRelapse
{'pCR': ['MAP2K1', 'JMJD6_Squared', 'PCA_7', 'AHD', 'EIF4E', 'PCA_Sq_40', 'BIRC5_Squared', 'HSPB1', 'MAPK14.pT180Y182_Squared', 'PCA_Sq_162', 'PCA_31', 'PCA_44', 'PCA_85', 'PCA_13', 'PCA_130', 'PCA_52', 'Infection', 'GATA1', 'IRS1.pS1101', 'PCA_138', 'PCA_Sq_71', 'PCA_Sq_86', 'PCA_Sq_61', 'MDM4', 'PCA_Sq_192', 'FOXO1.pT24_FOXO3.pT32_Squared', 'CTSG', 'PCA_18', 'NCL_Squared', 'MAPK1_3.pT202Y204_Squared', 'CDKN1B_Squared', 'MAPK1_Squared', 'BID_Squared', 'PCA_57', 'PCA_Sq_106', 'PCA_Sq_37', 'PCA_Sq_41', 'PCA_Sq_102', 'PCA_Sq_193', 'PA2G4.pS65', 'ASH2L', 'PARK7_Squared', 'RPS6KB1.pT389_Squared', 'VASP_Squared', 'MTOR.pS2448', 'SQSTM0', 'MCL1', 'CD19', 'PCA_Sq_100', 'CAV1', 'ELK1.pS383_Squared', 'PCA_129', 'NOTCH1.cl1744', 'PCA_Sq_46', 'PCA_Sq_141', 'PCA_37', 'PCA_Sq_133', 'PIK3R1_2', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PA2G4_Squared', 'PCA_67', 'PCA_Sq_42', 'PCA_182', 'HDAC1', 'CCNE2_Squared', 'CASP9', 'NPM1.3542', 'PARK7', 'ZNF296', 'PCA_178', 'PCA_Sq_2', 'LYN_Squared', 'EIF2AK2.pT451', 'PCA_Sq_171', 'MCL1_Squared', 'PCA_Sq_73', 'PCA_Sq_38', 'CDKN1A', 'COPS5'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared', 'LGALS3_Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1', 'PCA_Sq_71']}
{'Remission': 0.45450646859111005, 'pCR': 0.56986837834836235, 'pRelapse': 0.6629278204954886, 'OS': 0.45341031106910717}
Updated: pCR
{'pCR': ['PA2G4_Squared', 'CTSG', 'COPS5', 'MDM4', 'EIF4E', 'Infection', 'PCA_Sq_106', 'PCA_Sq_2', 'PCA_178', 'PCA_Sq_86', 'PCA_129', 'ASH2L', 'PCA_31', 'MTOR.pS2448', 'PCA_Sq_38', 'GATA1', 'PARK7_Squared', 'PCA_138', 'PARK7', 'PCA_Sq_37', 'NOTCH1.cl1744', 'PCA_130', 'RPS6KB1.pT389_Squared', 'PCA_13', 'CDKN1B_Squared', 'PIK3R1_2', 'MAP2K1', 'PCA_52', 'NCL_Squared', 'PCA_Sq_171', 'PCA_57', 'PCA_Sq_133', 'LYN_Squared', 'PCA_Sq_162', 'PCA_Sq_100', 'PCA_44', 'IRS1.pS1101', 'PCA_Sq_192', 'CASP9', 'CDKN1A', 'BID_Squared', 'CCNE2_Squared', 'HDAC1', 'PCA_Sq_40', 'ELK1.pS383_Squared', 'PCA_Sq_41', 'MCL1_Squared', 'PCA_Sq_73', 'MAPK1_Squared', 'PCA_Sq_46', 'FOXO1.pT24_FOXO3.pT32_Squared', 'PCA_67', 'PCA_Sq_141', 'PCA_85', 'HSPB1', 'PCA_Sq_102', 'PCA_Sq_193', 'PCA_Sq_42', 'BIRC5_Squared', 'VASP_Squared', 'PCA_18', 'ZNF296', 'JMJD6_Squared', 'MAPK1_3.pT202Y204_Squared', 'EIF2AK2.pT451', 'PA2G4.pS65', 'PCA_Sq_61', 'NPM1.3542', 'MCL1', 'PCA_182', 'PCA_Sq_71', 'MAPK14.pT180Y182_Squared', 'PCA_37', 'CAV1', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PCA_7', 'SQSTM0'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared', 'LGALS3_Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1', 'PCA_Sq_71']}
{'Remission': 0.45364480608830465, 'pCR': 0.59501426301193705, 'pRelapse': 0.66361541476426378, 'OS': 0.45792721261628244}
Updated: pCR
{'pCR': ['PA2G4_Squared', 'CTSG', 'COPS5', 'MDM4', 'EIF4E', 'Infection', 'PCA_Sq_106', 'PCA_Sq_2', 'PCA_178', 'PCA_Sq_86', 'PCA_129', 'ASH2L', 'PCA_31', 'MTOR.pS2448', 'PCA_Sq_38', 'GATA1', 'PARK7_Squared', 'PCA_138', 'PARK7', 'PCA_Sq_37', 'NOTCH1.cl1744', 'PCA_130', 'RPS6KB1.pT389_Squared', 'PCA_13', 'CDKN1B_Squared', 'PIK3R1_2', 'MAP2K1', 'PCA_52', 'NCL_Squared', 'PCA_Sq_171', 'PCA_57', 'PCA_Sq_133', 'LYN_Squared', 'PCA_Sq_162', 'PCA_Sq_100', 'PCA_44', 'IRS1.pS1101', 'PCA_Sq_192', 'CASP9', 'CDKN1A', 'BID_Squared', 'CCNE2_Squared', 'HDAC1', 'PCA_Sq_40', 'ELK1.pS383_Squared', 'PCA_Sq_41', 'MCL1_Squared', 'PCA_Sq_73', 'MAPK1_Squared', 'PCA_Sq_46', 'FOXO1.pT24_FOXO3.pT32_Squared', 'PCA_67', 'PCA_Sq_141', 'PCA_85', 'HSPB1', 'PCA_Sq_102', 'PCA_Sq_193', 'PCA_Sq_42', 'BIRC5_Squared', 'VASP_Squared', 'PCA_18', 'ZNF296', 'JMJD6_Squared', 'MAPK1_3.pT202Y204_Squared', 'EIF2AK2.pT451', 'PA2G4.pS65', 'PCA_Sq_61', 'NPM1.3542', 'MCL1', 'PCA_182', 'PCA_Sq_71', 'MAPK14.pT180Y182_Squared', 'PCA_37', 'CAV1', 'CDKN2A_Squared', 'PA2G4.pT70_Squared', 'PCA_7', 'SQSTM0', 'PCA_62', 'PCA_65', 'ERG_Squared', 'HSP90AA1_B1', 'PCA_179'], 'pRelapse': [u'cyto.cat=t9;22', 'IGFBP2_Squared', u'CCND3', u'KIT_Squared', u'PTEN.pS380T382T383', u'BCL2_Squared', u'BAK1_Squared', u'SMAD5.pS463_Squared', 'MDM2', 'ARC', u'PTPN11_Squared', u'H3histon_Squared', u'PA2G4.pS65_Squared', 'HDAC1_Squared', u'EIF2S1.pS51._Squared', 'LGALS3_Squared'], 'OS': [u'STMN1', 'PCA_Sq_145', u'cyto.cat=diploid', u'EIF2AK2', 'GSKA_B_Squared', u'PTGS2_Squared', u'PA2G4.pS65', 'RPS6.pS240_244', 'PCA_Sq_11', 'PCA_164', 'PCA_Sq_147', 'H3K4Me3_Squared', 'PCA_Sq_188', 'PCA_Sq_136', 'YWHAZ_Squared', 'H3histon_Squared'], 'Remission': ['TAZ_Squared', 'STAT1.pY701_Squared', 'BECN1', 'PCA_Sq_169', 'cyto.cat=t6;9', 'SMAD6', 'IGF1R', 'SMAD2_Squared', 'IGF1R_Squared', 'PCA_Sq_199', 'PCA_Sq_9', 'RPS6.pS235_236', 'PCA_183', 'EGFR', 'DUSP6_Squared', 'PCA_Sq_196', 'BCL2', 'PCA_Sq_98', 'PRKCD.pS645', 'PCA_16', 'BAD.pS155_Squared', 'PCA_199', 'PCA_38', 'ERBB2.pY1248_Squared', 'VHL', 'cyto.cat=t9;22', 'PCA_Sq_28', 'CASP8_Squared', 'PCA_Sq_151', 'TRIM62', 'PCA_92', 'FOXO1.pT24_FOXO3.pT32', 'BIRC2', 'PRKCA', 'PCA_195', 'SRC.pY416', 'PCA_Sq_74', 'PCA_166', 'PCA_Sq_191', 'PCA_Sq_15', 'PCA_Sq_137', 'PCA_Sq_84', 'SMAD5.pS463_Squared', 'PCA_Sq_54', 'HDAC1_Squared', 'PCA_134', 'CCNB1', 'PCA_Sq_71']}
{'Remission': 0.45932923629518091, 'pCR': 0.61528471117353911, 'pRelapse': 0.66486461837118949, 'OS': 0.46077746077840415}