tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_residual_tumor CLI_race CLI_ethnicity CLUS_mRNA_cNMF CLUS_mRNA_cHierarchical CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_APOBEC1 SMG_mutsig2.0_ASB5 SMG_mutsig2.0_ASCL4 SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_CALN1 SMG_mutsig2.0_CBLN4 SMG_mutsig2.0_CCDC85A SMG_mutsig2.0_CD5L SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CLSTN2 SMG_mutsig2.0_CLVS2 SMG_mutsig2.0_CNTNAP4 SMG_mutsig2.0_COL22A1 SMG_mutsig2.0_CPS1 SMG_mutsig2.0_CRB1 SMG_mutsig2.0_CYP11B1 SMG_mutsig2.0_DACH2 SMG_mutsig2.0_DCAF12L1 SMG_mutsig2.0_DPPA4 SMG_mutsig2.0_ELTD1 SMG_mutsig2.0_EPB41L3 SMG_mutsig2.0_ESRRG SMG_mutsig2.0_FBXW7_cosmic SMG_mutsig2.0_FCAR SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_GABRA2 SMG_mutsig2.0_GABRG3 SMG_mutsig2.0_GP2 SMG_mutsig2.0_GPC5 SMG_mutsig2.0_HAO1 SMG_mutsig2.0_HDAC9 SMG_mutsig2.0_HEPACAM2_cosmic SMG_mutsig2.0_HLA-A SMG_mutsig2.0_HRAS SMG_mutsig2.0_HS6ST1 SMG_mutsig2.0_KCND2 SMG_mutsig2.0_KCNJ3 SMG_mutsig2.0_KEAP1 SMG_mutsig2.0_KIRREL2 SMG_mutsig2.0_KRTAP10-7 SMG_mutsig2.0_LEPROT SMG_mutsig2.0_LRRC4C SMG_mutsig2.0_LRRTM3 SMG_mutsig2.0_MAGEB2 SMG_mutsig2.0_MS4A14 SMG_mutsig2.0_MTNR1B SMG_mutsig2.0_NF1_cosmic SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NUCB2 SMG_mutsig2.0_OR10A4 SMG_mutsig2.0_OR10G8 SMG_mutsig2.0_OR14A16 SMG_mutsig2.0_OR2A5 SMG_mutsig2.0_OR2AK2 SMG_mutsig2.0_OR2G6 SMG_mutsig2.0_OR2T12 SMG_mutsig2.0_OR2T2 SMG_mutsig2.0_OR2T33 SMG_mutsig2.0_OR2T8 SMG_mutsig2.0_OR4C11 SMG_mutsig2.0_OR4D5 SMG_mutsig2.0_OR4M1 SMG_mutsig2.0_OR4M2 SMG_mutsig2.0_OR4N4 SMG_mutsig2.0_OR51B2 SMG_mutsig2.0_OR52J3 SMG_mutsig2.0_OR5AC2 SMG_mutsig2.0_OR5AS1 SMG_mutsig2.0_OR5L2 SMG_mutsig2.0_OR5M9 SMG_mutsig2.0_OR6F1 SMG_mutsig2.0_OR6K3 SMG_mutsig2.0_OR8H1 SMG_mutsig2.0_OR8K3 SMG_mutsig2.0_OR8K5 SMG_mutsig2.0_PARK2 SMG_mutsig2.0_PDYN SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PNLIPRP3 SMG_mutsig2.0_POTEG SMG_mutsig2.0_PREX2 SMG_mutsig2.0_PRR23B SMG_mutsig2.0_PSG2 SMG_mutsig2.0_PTEN SMG_mutsig2.0_PYHIN1 SMG_mutsig2.0_RB1 SMG_mutsig2.0_REG1A SMG_mutsig2.0_REG1B SMG_mutsig2.0_REG3A SMG_mutsig2.0_REG3G SMG_mutsig2.0_RNF144A SMG_mutsig2.0_RPL10L SMG_mutsig2.0_RTN1 SMG_mutsig2.0_SCN7A SMG_mutsig2.0_SI SMG_mutsig2.0_SLC13A1 SMG_mutsig2.0_SLC17A8 SMG_mutsig2.0_SNAI1 SMG_mutsig2.0_SNTG2 SMG_mutsig2.0_SPANXN1 SMG_mutsig2.0_SPHKAP SMG_mutsig2.0_SPOPL SMG_mutsig2.0_SPRY3 SMG_mutsig2.0_TECRL SMG_mutsig2.0_TEX13A SMG_mutsig2.0_TGIF2LX SMG_mutsig2.0_TKTL2 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TPTE SMG_mutsig2.0_TRAT1 SMG_mutsig2.0_TRHDE SMG_mutsig2.0_TRIM58 SMG_mutsig2.0_UGT3A2 SMG_mutsig2.0_USP29 SMG_mutsig2.0_ZBBX SMG_mutsig2.0_ZEB2 SMG_mutsig2.0_ZFP42 SMG_mutsig2.0_ZNF567 SMG_mutsig2.0_ZNF80 SMG_mutsig.CV_ASCL4 SMG_mutsig.CV_BRAF_cosmic SMG_mutsig.CV_CDKN2A SMG_mutsig.CV_COL11A1 SMG_mutsig.CV_COL22A1 SMG_mutsig.CV_CSMD3 SMG_mutsig.CV_DCDC1 SMG_mutsig.CV_ELTD1 SMG_mutsig.CV_FBXW7_cosmic SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_HEPACAM2_cosmic SMG_mutsig.CV_HRAS_cosmic SMG_mutsig.CV_KEAP1 SMG_mutsig.CV_NF1_cosmic SMG_mutsig.CV_NFE2L2 SMG_mutsig.CV_OR2G6 SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PTEN SMG_mutsig.CV_RB1 SMG_mutsig.CV_TP53 SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ASB5 SMG_mutsig.2CV_BRAF_cosmic SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CPS1 SMG_mutsig.2CV_CYP11B1 SMG_mutsig.2CV_EP300 SMG_mutsig.2CV_FBXW7_cosmic SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_HEPACAM2_cosmic SMG_mutsig.2CV_HRAS_cosmic SMG_mutsig.2CV_IRF6 SMG_mutsig.2CV_KEAP1 SMG_mutsig.2CV_MLL2 SMG_mutsig.2CV_NF1_cosmic SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NOTCH1 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RB1 SMG_mutsig.2CV_SLC28A1 SMG_mutsig.2CV_TP53 rate_non rate_sil MutsigCateg_(A/C/G)p*CpG->(A/T) MutsigCateg_Tp*C->mut MutsigCateg_(A/C/G)p*Cp(A/C/T)->(A/T) MutsigCateg_(A/C/G)p*C->G MutsigCateg_A->mut SMG_APOBEC1_mRNA SMG_ARID1A_mRNA SMG_ASB5_mRNA SMG_ASCL4_mRNA SMG_BRAF_mRNA SMG_CALN1_mRNA SMG_CBLN4_mRNA SMG_CCDC85A_mRNA SMG_CD5L_mRNA SMG_CDKN2A_mRNA SMG_CLSTN2_mRNA SMG_CNTNAP4_mRNA SMG_COL11A1_mRNA SMG_COL22A1_mRNA SMG_CPS1_mRNA SMG_CRB1_mRNA SMG_CSMD3_mRNA SMG_DACH2_mRNA SMG_DCDC1_mRNA SMG_DPPA4_mRNA SMG_ELTD1_mRNA SMG_EP300_mRNA SMG_EPB41L3_mRNA SMG_ESRRG_mRNA SMG_FBXW7_mRNA SMG_FCAR_mRNA SMG_FGFR3_mRNA SMG_GABRA2_mRNA SMG_GABRG3_mRNA SMG_GP2_mRNA SMG_GPC5_mRNA SMG_HDAC9_mRNA SMG_HEPACAM2_mRNA SMG_HLA-A_mRNA SMG_HRAS_mRNA SMG_HS6ST1_mRNA SMG_IRF6_mRNA SMG_KCND2_mRNA SMG_KCNJ3_mRNA SMG_KEAP1_mRNA SMG_KIRREL2_mRNA SMG_LEPROT_mRNA SMG_LRRC4C_mRNA SMG_LRRTM3_mRNA SMG_MAGEB2_mRNA SMG_MLL2_mRNA SMG_MS4A14_mRNA SMG_NF1_mRNA SMG_NFE2L2_mRNA SMG_NOTCH1_mRNA SMG_NUCB2_mRNA SMG_PARK2_mRNA SMG_PDYN_mRNA SMG_PIK3CA_mRNA SMG_PNLIPRP3_mRNA SMG_PREX2_mRNA SMG_PTEN_mRNA SMG_PYHIN1_mRNA SMG_RB1_mRNA SMG_REG1A_mRNA SMG_RNF144A_mRNA SMG_RTN1_mRNA SMG_SCN7A_mRNA SMG_SLC17A8_mRNA SMG_SLC28A1_mRNA SMG_SNAI1_mRNA SMG_SNTG2_mRNA SMG_SPHKAP_mRNA SMG_SPOPL_mRNA SMG_SPRY3_mRNA SMG_TGIF2LX_mRNA SMG_TKTL2_mRNA SMG_TP53_mRNA SMG_TPTE_mRNA SMG_TRAT1_mRNA SMG_TRHDE_mRNA SMG_TRIM58_mRNA SMG_UGT3A2_mRNA SMG_ZBBX_mRNA SMG_ZEB2_mRNA SMG_ZFP42_mRNA SMG_ZNF567_mRNA SMG_ZNF80_mRNA Amp_1q21.2 Amp_2p16.1 Amp_2q31.2 Amp_3q26.33 Amp_4q12 Amp_5p15.33 Amp_5p12 Amp_6p12.1 Amp_6q12 Amp_7p11.2 Amp_7q21.2 Amp_8p11.23 Amp_8q24.21 Amp_9p13.3 Amp_11q13.3 Amp_12p13.33 Amp_12q15 Amp_13q34 Amp_14q13.3 Amp_14q32.33 Amp_15q26.3 Amp_17q25.1 Amp_18p11.32 Amp_18q11.2 Amp_19q12 Amp_19q13.2 Amp_20p12.2 Amp_20q11.21 Amp_22q11.21 Amp_Xq28 Del_1p36.11 Del_1p13.1 Del_2p25.3 Del_2q22.1 Del_2q37.1 Del_3p25.3 Del_3p13 Del_3p12.3 Del_3q11.1 Del_4p15.2 Del_4q22.1 Del_4q32.3 Del_4q35.2 Del_5q12.1 Del_5q31.1 Del_6p25.3 Del_6q26 Del_7q11.22 Del_7q36.3 Del_8p23.2 Del_9p23 Del_9p21.3 Del_9p21.1 Del_9q21.11 Del_10p15.3 Del_10p15.1 Del_10q23.31 Del_11p15.5 Del_11q22.1 Del_11q25 Del_12q24.31 Del_13q12.11 Del_13q14.2 Del_14q11.2 Del_15q11.2 Del_15q21.1 Del_16p13.3 Del_16q23.1 Del_17p11.2 Del_17q11.2 Del_17q25.3 Del_18q23 Del_19p13.3 Del_19q13.32 Del_21q11.2 Del_21q22.3 Del_22q13.32 Del_Xp22.2 Del_Xp21.1 Del_Xp11.3 Del_Xq22.3 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del mRNA_CNMF_LEF1_-0.6_1 mRNA_CNMF_ZNF286A_-0.33_1 mRNA_CNMF_LOC100129066_-0.83_1 mRNA_CNMF_FOXN1_1.04_1 mRNA_CNMF_NOD2_0.61_1 mRNA_CNMF_PLEKHG1_-0.61_1 mRNA_CNMF_DICER1_0.3_1 mRNA_CNMF_RRAGC_0.29_1 mRNA_CNMF_AGTRAP_0.46_1 mRNA_CNMF_LOC100132354_0.81_2 mRNA_CNMF_SDHAP3_-0.33_2 mRNA_CNMF_SLC10A2_-0.97_2 mRNA_CNMF_CEBPE_-0.72_2 mRNA_CNMF_CLIC4_-0.28_2 mRNA_CNMF_MSX2P1_-0.65_2 mRNA_CNMF_RALGDS_0.27_2 mRNA_CNMF_NRIP3_0.49_2 mRNA_CNMF_ZNF777_0.24_2 mRNA_CNMF_RBM12_0.14_2 mRNA_CNMF_EIF4G1_-0.3_3 mRNA_CNMF_TESC_0.9_3 mRNA_CNMF_PTP4A2_0.22_3 mRNA_CNMF_SFRS11_0.26_3 mRNA_CNMF_HSPC072_0.72_3 mRNA_CNMF_DMKN_-1.01_3 mRNA_CNMF_LOC283999_1.12_3 mRNA_CNMF_ABCA4_-1.31_3 mRNA_CNMF_BCL10_-0.26_3 mRNA_CNMF_CCDC86_-0.34_4 mRNA_CNMF_DCDC2B_1.79_4 mRNA_CNMF_PRRG3_-0.99_4 mRNA_CNMF_PERP_-0.65_4 mRNA_CNMF_SAAL1_-0.35_4 mRNA_CNMF_SOAT1_0.33_4 mRNA_CNMF_PDE3A_0.9_4 mRNA_CNMF_ACSL1_0.41_4 mRNA_CNMF_TEP1_0.39_4 Amp_AKAP9_7q21.2_mRNA Amp_AKT1_14q32.33_mRNA Amp_ARNT_1q21.2_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BCL11A_2p16.1_mRNA Amp_BCL11B_14q32.33_mRNA Amp_BCL2L1_20q11.21_mRNA Amp_BCL9_1q21.2_mRNA Amp_CCNE1_19q12_mRNA Amp_CDK6_7q21.2_mRNA Amp_CLTCL1_22q11.21_mRNA Amp_EGFR_7p11.2_mRNA Amp_FOXA1_14q13.3_mRNA Amp_G6PD_Xq28_mRNA Amp_H3F3B_17q25.1_mRNA Amp_IGF1R_15q26.3_mRNA Amp_IL7R_5p12_mRNA Amp_KDM5A_12p13.33_mRNA Amp_LIFR_5p12_mRNA Amp_MCL1_1q21.2_mRNA Amp_MDM2_12q15_mRNA Amp_MTCP1_Xq28_mRNA Amp_NFE2L2_2q31.2_mRNA Amp_NOTCH2_1q21.2_mRNA Amp_PDE4DIP_1q21.2_mRNA Amp_PHF3_6q12_mRNA Amp_REL_2p16.1_mRNA Amp_RPL10_Xq28_mRNA Amp_SOX2_3q26.33_mRNA Amp_TERT_5p15.33_mRNA Amp_WHSC1L1_8p11.23_mRNA Del_ACSL3_2q37.1_mRNA Del_ALDH2_12q24.31_mRNA Del_ANKS1B_12q24.31_mRNA Del_APC_5q31.1_mRNA Del_ARID1A_1p36.11_mRNA Del_ATIC_2q37.1_mRNA Del_ATP1A1_1p13.1_mRNA Del_BCL7A_12q24.31_mRNA Del_BUB1B_15q11.2_mRNA Del_CAMTA1_1p36.11_mRNA Del_CARS_11p15.5_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CD74_5q31.1_mRNA Del_CDKN2A_9p21.3_mRNA Del_CLTCL1_22q11.21_mRNA Del_CREBBP_16p13.3_mRNA Del_DMD_Xp21.1_mRNA Del_EBF1_5q31.1_mRNA Del_FAM46C_1p13.1_mRNA Del_FAT1_4q35.2_mRNA Del_FEV_2q37.1_mRNA Del_FLI1_11q25_mRNA Del_FOXK2_17q25.3_mRNA Del_FOXP1_3p13_mRNA Del_FSTL3_19p13.3_mRNA Del_HRAS_11p15.5_mRNA Del_IKZF2_2q37.1_mRNA Del_IRF4_6p25.3_mRNA Del_ITK_5q31.1_mRNA Del_KCNJ5_11q25_mRNA Del_KDM6A_Xp11.3_mRNA Del_KLK2_19q13.32_mRNA Del_LRP1B_2q22.1_mRNA Del_MAML2_11q22.1_mRNA Del_MDS2_1p36.11_mRNA Del_MPHOSPH8_13q12.11_mRNA Del_MYCN_2p25.3_mRNA Del_NF1_17q11.2_mRNA Del_NPM1_5q31.1_mRNA Del_NRAS_1p13.1_mRNA Del_NSD1_5q31.1_mRNA Del_NUP98_11p15.5_mRNA Del_PARK2_6q26_mRNA Del_PAX3_2q37.1_mRNA Del_PAX7_1p36.11_mRNA Del_PDGFRB_5q31.1_mRNA Del_PIK3R1_5q31.1_mRNA Del_PRDM16_1p36.11_mRNA Del_PTEN_10q23.31_mRNA Del_PTPN11_12q24.31_mRNA Del_PTPRD_9p23_mRNA Del_RANBP17_5q31.1_mRNA Del_RB1_13q14.2_mRNA Del_RPL22_1p36.11_mRNA Del_SDHB_1p36.11_mRNA Del_SH2B3_12q24.31_mRNA Del_TLX3_5q31.1_mRNA Del_TMPRSS2_21q22.3_mRNA Del_TNFRSF14_1p36.11_mRNA Del_TRIM33_1p13.1_mRNA Del_WWOX_16q23.1_mRNA Del_ZMYND11_10p15.3_mRNA TCGA-18-3406 67 1 371 NA lung stage ia t1 n0 m0 male 2003 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 200 1951 r0 white not hispanic or latino 1 1 1 NA NA NA 1 1 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7.802939e-06 2.670339e-06 7.16612377850163 38.7622149837134 33.2247557003257 4.23452768729642 16.6123778501629 NA 9.9860883 -0.3448314 NA 7.0898000 4.8646269 3.9770967 5.0474904 -0.3448314 1.9770967 4.9405755 2.8250936 9.4927994 4.1146002 6.7104538 -0.3448314 5.0474904 -0.3448314 1.2401311 -0.3448314 8.9054700 9.8523881 8.4689527 5.2990285 8.9793520 4.5131496 11.6879060 4.7844569 3.5620592 NA 0.6551686 7.8646251 3.5620592 15.1450195 9.0367146 9.7728145 12.2813368 6.7319869 NA 10.7353228 5.6995655 10.8703223 5.4365317 NA 12.2719501 8.7514651 4.1818658 10.4200431 12.9033956 9.3399201 11.6127307 6.0302103 1.9770967 9.5454358 9.4896425 3.4625235 10.6360251 5.4100595 11.7886349 3.9770967 7.9219581 6.6551715 7.3062230 NA NA 8.4233559 2.4625235 NA 9.8779664 5.4100595 NA NA 10.2240777 NA 6.3556119 4.5620592 2.4625235 6.2250262 2.6551686 9.2476285 1.2401311 8.3416718 2.9770967 0.0901410 -0.0681270 -0.0042929 0.6052100 0.0540910 0.0428740 0.0428740 0.0492560 0.0492560 0.0253900 1.4424000 0.0474100 0.0383470 0.9057300 -0.1998700 0.0679480 0.0118180 0.0239010 0.0567980 0.0224440 -0.3843700 0.4682700 0.0000000 0.0000000 -0.0357210 0.4062700 0.0489720 0.5500000 -0.0296870 -0.2583000 -0.2929600 -0.2929600 -0.4737400 -0.6675300 0.0372170 -0.4670600 -0.4352800 -0.4352800 0.1840400 0.0540910 0.5477100 -0.4304000 -0.4304000 0.0428740 0.0350700 -0.4647200 0.4933500 0.0253900 -0.4530800 -0.4495400 -0.4377800 -0.9183000 -0.9183000 -0.2114400 -0.2643200 -0.2643200 -0.6110400 -0.1998700 -0.1941200 -0.1941200 -0.0272610 0.0468420 0.0403260 0.0380650 -0.3578300 -0.3843700 0.0147950 0.0251100 -0.4850200 -0.0038779 0.4682700 0.0000000 -0.0357210 -0.5457000 0.0193630 0.0048579 -0.0142280 0.6912900 0.6597700 -0.2583000 -0.2583000 -0.231 -0.231 -0.200 -0.200 0.000 0.000 0.000 0.000 -0.384 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 -0.184 0.109 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.000 -0.438 -0.438 0.660 0.401 -0.231 -0.231 -0.200 -0.200 0.000 0.000 0.000 0.000 -0.384 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 -0.184 0.109 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.000 -0.438 -0.438 0.660 0.401 7.0645628 7.5069208 NA 6.7104538 9.7333223 9.8597427 10.2126352 9.3966384 10.8074564 2.9770967 6.0302103 NA 1.9770967 12.9356523 1.2401311 10.0573096 7.7844543 6.5255365 10.8624482 12.1960260 5.3556119 11.4071339 11.6778861 2.2401311 12.7553410 NA -0.3448314 9.4250094 8.4000054 2.7494055 -0.3448314 18.0354973 7.7636957 10.0072150 5.0814376 10.8554571 8.9149149 10.033466 10.555284 10.117674 NA 9.726634 8.594751 11.525151 8.114603 6.774112 11.211198 8.449587 10.451203 8.623838 9.371133 14.449587 8.949792 8.553017 10.339920 8.491222 14.082419 11.335091 4.491096 12.903396 10.657986 10.102255 9.986088 6.396639 14.867511 8.465743 NA 9.569557 10.9560960 10.4975219 2.6551686 9.1063826 9.9860883 10.4737536 13.0234038 7.9497923 7.6495249 9.7715154 10.2643503 11.8499284 16.0021526 1.9770967 8.4495874 9.8099896 6.9030985 6.3830925 11.4204576 10.9160911 NA 8.5888623 10.1146031 9.2288187 9.5378146 9.0367146 8.4689527 7.4689531 7.5378148 3.9030961 9.3044278 4.6093649 -0.3448314 7.0127240 NA 9.1490269 3.9030961 10.4200431 14.7348229 11.6345967 9.8743401 10.4389883 6.0302103 1.2401311 4.0474860 10.8144122 12.3962171 2.2401311 10.6360251 11.0264037 5.9405732 6.6663987 11.7886349 13.4437879 11.8203926 8.9770996 NA 8.3098074 9.7392358 9.2494961 7.9725841 10.3907275 TCGA-18-3407 72 1 136 NA lung stage ib t2 n0 m0 male 2003 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 asian not hispanic or latino 2 2 2 NA NA NA 1 2 4 2 NA NA 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 6 4.369646e-06 1.352509e-06 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10.4644846 14.7507076 9.0626636 8.6471299 8.5557713 10.2405531 10.5323272 14.4746495 7.8530500 7.7768600 11.5174203 6.9671559 6.1081460 10.7046704 11.4916719 -1.0718761 8.2524180 10.7749030 9.8093513 9.0792538 10.3685874 8.0156999 7.7452212 6.6493367 3.5132002 8.8471006 NA 3.4518046 8.2725332 NA 9.7885484 2.3876658 11.3347081 13.0609780 11.1817894 10.9282374 11.8587899 5.5720923 NA NA 11.6217243 11.0127136 5.9282377 10.3768699 11.0200033 8.1180617 4.1761632 11.2755819 12.3327137 10.5833208 8.8500784 NA 9.8500782 9.1851889 10.1856251 7.5132002 10.5346426 TCGA-18-3408 77 1 2304 NA lung stage ib t2 n0 m0 female 2004 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 white not hispanic or latino 2 2 3 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.245979 14.162880 5.206452 2.843883 10.410478 10.49185310 12.02662984 3.56009128 9.44803678 10.87769709 11.08705477 13.77250280 9.60922603 7.91916903 9.00663184 10.28919136 11.32769657 15.80985829 5.12398893 6.17607738 10.85989309 11.99906043 6.73696605 8.08091983 13.47076315 NA 8.59303176 10.33859355 10.26774704 10.17479763 9.18118407 7.19134353 5.03652531 5.65123543 9.05054632 10.83053549 0.03646817 1.35845253 9.04635436 -0.96353183 9.40612314 10.72652387 11.34201765 13.16403663 11.80429654 10.59876827 10.96578428 9.79391587 0.03646817 NA 12.96929427 11.15546692 5.49595733 11.52336088 11.31148637 8.16838280 2.20645569 10.47219612 12.56693221 10.13060351 9.42991635 NA 7.85670501 9.04422607 10.36351705 8.65123578 11.24567457 TCGA-18-3410 81 1 146 NA lung stage iib t3 n0 m0 male 2004 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 NA NA 4 3 4 NA NA NA 3 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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-0.530 -0.515 0.007 -0.551 -0.551 -0.280 0.304 0.000 0.000 0.844 0.844 0.000 0.000 0.502 0.502 0.419 0.000 0.000 0.000 0.012 0.534 0.495 0.495 -0.026 -0.520 0.000 0.000 0.000 0.000 0.526 0.526 1.530 1.530 0.000 0.000 0.000 0.000 0.347 0.347 0.470 0.470 -0.530 -0.515 0.007 -0.551 -0.551 -0.280 0.304 0.000 0.000 0.844 0.844 0.000 0.000 0.502 0.502 0.419 0.000 0.000 0.000 0.012 0.534 0.495 0.495 -0.026 -0.520 0.000 0.000 0.000 0.000 0.526 0.526 1.530 1.530 0.000 0.000 7.0567309 8.6684762 6.4107396 11.0023655 7.4792192 12.1133610 9.5954311 9.1773837 9.7299933 -1.3440987 5.9226379 NA 0.6558098 13.1158597 NA 10.5404040 6.6216358 8.4871591 11.2348189 12.8772124 8.8725976 11.2536716 11.7872265 2.6567480 4.9037806 0.6558098 3.8653052 8.8858724 9.0319771 -0.2875363 1.6558555 14.8715744 8.7246302 9.3545564 5.4240352 11.7495995 9.3752406 9.621636 11.312947 9.953341 -1.344099 8.972133 6.562743 12.557567 9.442938 7.644536 7.417403 4.977779 10.211869 4.270559 10.553319 14.423829 12.036042 9.629549 10.907926 12.215229 12.180026 12.351733 4.498576 11.685893 11.315625 11.535052 10.214751 7.383773 14.376742 9.390562 10.149207 10.688931 10.9667485 12.8155655 0.2408638 9.2161847 11.3438835 11.0172474 13.3513993 10.8662188 9.5018985 9.2696412 9.6635659 9.7604505 16.1850765 3.2408180 4.9777791 10.3807920 10.8521466 5.4107380 9.3095925 10.8674360 NA 7.7512488 10.6176632 9.2113997 12.0464239 9.7578275 7.3562917 8.9447179 7.7192471 8.3158479 9.5672439 1.6558555 5.4240352 9.2733194 -0.3440987 8.8555241 7.9934740 10.3765236 13.1994275 11.9852277 10.2906628 10.7135052 5.7851346 5.2104395 NA 9.8840693 9.3042094 7.4632064 10.5056478 11.2034694 4.3562917 7.1234572 10.6816835 12.0322486 10.8435132 11.0004251 -1.3440987 8.6402702 10.6211311 9.9704351 10.0476324 10.4359815 TCGA-18-3411 63 0 NA 3576 lung stage iiia t2 n2 m0 female 2005 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 NA NA 2 2 5 NA NA NA 2 2 1 3 NA NA 0 0 0 0 0 4 0 0 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 7 1.102815e-05 3.433293e-06 9.9290780141844 21.7494089834515 37.5886524822695 7.80141843971631 22.9314420803783 -0.3136564 10.3206761 NA NA 8.5302397 0.2713061 -0.3136564 3.3301711 -0.3136564 11.0991532 4.6636008 4.7524061 9.5666675 4.3010315 8.2389879 -1.3136564 NA NA 2.0082359 NA 8.4142391 10.9076038 8.0829234 7.5128676 7.5033026 1.6862988 10.3056217 NA NA 5.3867592 0.6863436 7.4005644 -1.3136564 13.8913102 9.9974995 11.0834586 11.0507271 5.6405139 NA 11.8136683 0.6863436 11.0589309 1.4936986 NA 10.0411192 9.2901954 4.4438785 10.8328875 12.6926107 8.4074182 10.0117479 2.7737854 NA 10.1741588 -1.3136564 1.2713061 10.5112776 4.0786355 11.0572786 NA 8.1801742 6.2485614 2.2712763 NA -0.3136564 6.7790758 NA -1.3136564 9.4218748 5.1292624 2.5932103 1.8562288 8.1375297 0.1245928 4.1457508 NA -1.3136564 1.2713061 -1.3136564 8.6244281 9.7571106 6.2712819 0.6863436 0.833330 0.266080 0.243730 2.201200 0.380890 0.529760 0.582560 0.344210 -0.350080 0.414960 0.414960 0.233950 0.569280 -0.394750 -0.109720 0.000000 0.000000 0.213860 0.808890 0.734920 1.183900 0.257460 1.319300 0.758340 2.534700 0.964320 0.257930 0.257930 0.791420 0.013074 -0.426560 1.452600 0.266080 0.222640 0.105550 -0.369290 -0.371320 -0.371320 -0.409460 -0.703790 -0.351220 -0.351220 -0.351220 -0.063301 -0.696940 -0.731170 -0.394970 0.414960 0.921080 -0.152130 -0.701900 -0.701900 -0.701900 -0.394750 -0.423960 -0.423960 -0.393220 -0.074811 -0.063166 -0.063166 0.000000 -0.411390 -0.053948 0.808890 -0.072808 -0.070135 -0.079742 -0.079742 2.001700 0.204970 0.257460 0.226070 -0.472890 -0.195500 0.379070 -0.419040 0.122410 0.013074 0.013074 0.013074 0.013074 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.735 0.000 0.000 0.000 -0.462 0.257 0.758 0.226 0.964 0.964 0.000 0.833 0.098 -0.159 -0.419 0.791 0.244 0.244 -0.364 0.000 -0.704 -0.351 0.198 -0.316 0.000 -0.269 0.415 0.415 0.117 0.234 -0.623 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.735 0.000 0.000 0.000 -0.462 0.257 0.758 0.226 0.964 0.964 0.000 0.833 0.098 -0.159 -0.419 0.791 0.244 0.244 -0.364 0.000 -0.704 -0.351 0.198 -0.316 0.000 -0.269 0.415 0.415 0.117 0.234 -0.623 0.000 0.000 0.000 9.4952830 7.7790758 NA 3.2712763 5.7197420 8.6492149 10.5535975 8.7348058 10.2172128 1.2713061 5.5192085 NA 0.6863436 12.0265862 -1.3136564 10.1243308 8.7987582 9.1094347 10.9220578 13.7652201 4.5689624 10.3463147 10.9375053 2.4936729 9.0700230 NA 10.4395356 9.5689618 9.6614503 NA -1.3136564 14.6477233 7.9484134 10.1125835 4.0438694 11.1739076 8.6492149 8.732079 11.805584 10.337819 NA 8.663599 8.427786 11.194113 8.269402 7.503303 10.578103 8.729346 10.403554 9.649215 13.060543 13.399168 11.690539 6.531809 10.402710 7.340955 13.274624 10.930683 2.980574 12.692611 10.920238 10.064614 9.568962 7.351655 14.382380 12.319314 2.145743 10.301948 11.907906 10.578482 NA 8.742956 10.320676 12.021570 15.009894 9.108384 9.547755 8.321130 9.943707 11.153415 15.077881 11.099153 8.729346 10.222566 5.358744 6.725238 8.982088 11.867160 NA 7.752408 11.055371 8.995795 7.271281 9.997499 7.544300 5.663598 6.414239 4.414237 7.153924 3.895768 7.434511 7.934246 -1.313656 8.498496 3.008254 10.832887 13.161672 13.208226 9.206937 11.314992 2.773785 NA 3.209874 10.573920 9.992381 2.773785 10.511278 10.760126 10.407418 1.493699 11.057279 11.847766 10.863115 8.637603 NA 4.209882 9.163733 10.626632 7.052641 9.665029 TCGA-18-3412 52 1 345 NA lung stage ib t2 n0 m0 male 2005 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 white not hispanic or latino 2 2 1 NA NA NA 1 2 1 2 NA NA 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.1055440 0.00000 0.83451 0.14162 3.21730 1.34870 0.97378 0.97378 0.58775 0.58775 0.50481 0.50481 1.06230 0.49891 -0.23834 3.65690 0.92858 0.22191 -0.21985 1.96300 0.81806 -0.19950 0.92553 0.42099 0.42099 -0.29017 2.19680 0.15621 0.12352 0.33626 -0.50214 -0.30033 -0.52297 0.83451 -0.11690 0.11008 -0.49902 -1.29060 -1.24480 -0.41937 -0.22268 -0.34927 -0.43192 0.84376 0.97378 -0.12901 -0.11508 0.44409 0.50481 0.71264 -0.60844 -0.23264 -0.23834 -0.23834 0.26655 0.13421 0.13421 -0.27488 -0.22932 -0.88054 -0.22675 0.11312 -0.23151 0.46656 0.12049 -0.24889 -0.24889 0.47564 0.47564 -0.25914 0.37512 0.92553 -0.86523 -0.61930 -0.34469 -0.23912 -0.23276 0.32853 -0.98153 -1.04720 -1.04720 3.65690 -0.141 -0.275 -0.229 -0.229 0.901 0.901 0.460 0.120 -0.249 0.476 0.476 0.021 0.280 0.421 -0.091 -0.298 -0.298 0.000 0.000 0.124 0.124 -0.233 0.336 0.835 0.142 -0.499 -0.499 -0.223 -0.223 0.829 -0.145 -0.175 -0.175 0.407 0.407 -0.086 0.499 -0.005 0.227 -0.887 3.657 -0.141 -0.275 -0.229 -0.229 0.901 0.901 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10.5948444 14.1274071 11.1889022 7.4208992 10.7057946 4.9859603 5.2007005 7.5287549 11.5891764 NA 7.0681774 11.3334879 8.2178647 8.0146186 9.7539830 8.9093813 4.7753930 5.8457836 5.1539066 8.3892635 -1.3540217 2.6461166 6.4470121 -0.3538373 8.7175746 3.2899672 10.5160915 13.9360230 11.2859051 9.8097619 10.9626765 4.8555662 -1.3540217 3.7753983 9.8851140 9.4200756 2.8160467 10.2093085 10.8278856 4.8359392 5.9035011 11.0281958 12.0984821 11.3704128 8.3273505 4.5530041 10.8018791 9.3439572 9.1489440 8.3757328 10.2686216 TCGA-18-3414 73 1 716 NA lung stage iv t4 n1 m1 male 2005 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 asian not hispanic or latino 1 1 3 NA NA NA 1 1 1 3 NA NA 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 5 0 0 0 4 1.0612e-05 2.739699e-06 11.2531969309463 34.0153452685422 26.3427109974425 5.88235294117647 22.5063938618926 NA 11.2382425 NA -1.4375255 8.4405569 -1.4375255 1.1474370 7.1382339 0.8844026 3.3173909 7.3005978 4.3953987 10.1185329 2.3698573 4.9548244 0.8844026 2.0219416 1.1474370 2.6294499 -0.4375255 8.2366983 11.3178108 7.9697739 6.4813684 8.4558076 4.7913244 11.9668492 0.1474370 5.8292914 NA 0.1474370 8.9178569 0.5624745 14.5988068 9.2724513 10.9017992 12.3054468 6.7020577 NA 11.1415861 5.4573251 10.0227058 5.9200574 0.8405237 2.8104431 9.7384296 4.4204891 7.5167023 12.4699262 10.9282816 10.1378324 6.1094003 NA 9.0929122 2.9548291 1.5625233 10.7255265 5.0219372 10.4397901 NA 8.1530929 6.1918627 4.5167023 NA 0.8844026 6.9803590 2.5624989 5.4328692 9.3569218 5.5511899 4.8292914 -0.4375255 11.0285823 -0.9315355 3.6499718 7.3322111 2.3698573 3.0219416 0.5624745 8.4917641 0.1474370 7.1991305 2.2075181 0.2478900 3.6569000 -0.0350750 0.7916600 -0.0300290 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10.1437065 -1.4375255 8.3471408 11.2382425 10.5848737 14.0771531 9.4663877 9.3531965 8.7695202 9.7430367 10.3806887 14.2017618 3.3173909 7.1918627 10.8536766 8.5596853 5.4079951 7.7597224 11.8840113 NA 8.2594735 10.6167710 8.8844340 8.9856220 9.2724513 9.2216098 4.4693976 6.0623527 6.1991305 9.6684143 3.7719595 3.5625111 7.9950480 -0.4375255 9.2251742 5.0702992 7.5167023 12.6634146 11.6041651 10.0331647 10.4675168 6.1094003 4.4204891 3.5625111 11.1512206 10.0845970 4.3953987 10.7255265 10.8765226 6.2278412 6.0219372 10.4397901 12.3740813 10.7217465 8.8525248 4.9023582 8.3005983 9.8815345 9.8473300 7.6994968 11.0828791 TCGA-18-3415 77 1 2803 NA lung stage ib t2 n0 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 NA NA 2 2 5 NA NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 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10.7714704 10.4452422 NA 8.5130086 10.5793704 10.7483868 13.3239439 8.6829339 8.8817946 8.4356403 10.3378668 10.0601962 14.5837241 4.4946332 7.3841534 10.0444889 5.7941897 5.5311569 9.1295808 11.7845309 NA 7.8165581 10.2419625 8.4259737 8.4380466 10.1706777 7.0795925 6.9707789 7.0421179 3.8530874 8.5513026 3.6015420 3.2092350 7.4899988 NA 8.7386584 2.7941871 10.8926613 13.2478041 10.3891371 10.0476440 11.2302079 3.7327902 0.7941871 7.2913770 10.7371936 11.6052975 5.4380466 9.0165830 10.2597569 8.2590766 5.5311569 10.9286167 11.3177524 10.6985742 8.6333942 0.7941871 8.0547183 9.3095750 8.6563112 7.5711717 10.4736705 TCGA-18-3416 83 1 973 NA lung stage iib t2 n1 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 NA NA 2 2 5 NA NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 7 0 5 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 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0.000 0.000 0.000 -0.374 -0.374 -0.043 0.348 0.000 -0.365 -0.404 -0.404 0.000 0.000 0.050 0.432 0.000 0.404 -0.252 -0.252 0.571 0.571 -0.388 -0.388 0.000 0.000 -0.412 0.000 -0.379 -0.003 -0.379 -0.382 0.000 0.031 -0.392 0.000 -0.365 0.000 0.000 -0.369 -0.369 -0.370 0.000 0.000 0.000 -0.374 -0.374 -0.043 0.348 0.000 -0.365 -0.404 -0.404 0.000 0.000 0.050 0.432 0.000 0.404 -0.252 -0.252 9.4732309 8.0619630 3.9129660 0.1580785 7.1637060 8.6952996 10.8982836 8.9682028 10.6353335 1.9654334 6.3280070 NA -0.8419215 11.9716620 NA 11.1527882 8.6134083 8.6894627 10.9473499 13.6292483 5.3675353 10.9718624 11.6180251 NA 3.3280035 -0.8419215 2.4800066 9.5342066 10.0747072 NA NA 15.5989828 7.3820827 10.5428649 3.6816404 11.3185830 9.0769444 10.155966 11.960194 10.011391 NA 8.708828 9.809133 9.887702 8.500156 7.533121 8.830507 4.990973 10.310360 9.998072 13.836901 13.707505 11.132137 7.052899 10.945984 3.858518 13.203500 11.689463 5.220075 14.141069 10.494030 11.025746 9.648932 7.809133 13.815632 12.098945 1.743041 11.796291 9.8842994 11.5425952 1.4800066 8.7561336 11.5594941 9.7355100 15.3534323 9.3772498 9.3615515 8.6952996 10.3361236 10.0679742 15.8368739 9.5895789 4.9909730 11.3778548 4.5156305 6.3078292 10.2072491 12.0061172 NA 8.4934716 11.6838467 8.9443507 5.9909707 9.8401979 8.0284459 8.9638252 8.8944831 4.6175101 9.3928987 0.1580785 6.4342062 6.3379911 1.9654334 9.0004316 6.7279368 10.2475317 13.3561425 10.9626156 10.6358394 11.0357488 5.6010249 5.8305063 NA 9.8313902 9.9516845 6.6338148 10.3946934 11.1111863 7.5374599 6.5331210 10.7208006 12.4740798 10.9778611 10.1093659 6.2770214 4.1122748 11.6839519 10.5487876 7.9062743 10.8366814 TCGA-18-3417 65 1 1097 NA lung stage iv t2 n1 m1 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1963 r0 NA NA 4 1 6 1 NA NA 3 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 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1.082 -0.247 0.000 0.000 0.495 0.495 0.000 0.643 -0.241 -0.241 -0.130 0.144 0.425 0.000 -0.238 -0.238 1.456 1.456 0.000 0.000 0.134 0.000 0.000 0.190 0.190 -0.215 -0.215 -0.230 0.468 0.000 0.414 0.627 0.627 -0.260 -0.127 0.680 -0.191 -0.228 0.341 -0.248 -0.248 1.082 -0.247 0.000 0.000 0.495 0.495 0.000 0.643 -0.241 -0.241 -0.130 0.144 8.8428167 7.1683562 NA 6.2469667 5.1567687 9.2469660 9.5797824 8.4409767 10.6823522 0.2025118 5.9839307 NA NA 12.6717049 0.2025118 8.9338910 6.7571606 8.3824809 10.4291647 13.4095862 7.0354623 11.4101964 10.8598904 NA 9.5513001 NA 2.2025744 8.7800006 8.6330246 NA NA 15.1606715 7.3624436 9.2847209 6.1094629 10.0806229 7.9773589 8.7261340 11.8061982 10.0882683 0.2025118 8.7143245 5.2900336 11.2380584 8.7800006 7.8679076 9.6496552 6.4313906 10.4983408 8.9707562 11.8670192 14.4295109 11.1509391 8.1912567 11.8951874 8.4879743 12.9919018 10.2428616 3.7323886 11.8894094 10.8925699 10.6964274 9.2979688 6.6288363 14.5290133 10.0543209 2.2025744 9.3548568 10.474035 12.025143 NA 7.497192 10.678305 11.311750 14.917942 9.233239 8.515455 9.003472 9.641364 9.643441 14.899376 9.757161 6.431391 9.611963 7.022751 5.060553 7.977359 10.888197 NA 7.916818 10.602384 9.764814 10.356124 9.499488 5.983931 5.560125 5.487975 4.009929 7.594890 NA NA 7.459959 NA 8.577611 4.009929 10.270006 13.448273 11.065209 9.524500 10.604518 4.957460 NA 1.202574 12.445746 9.980649 1.202574 10.789412 11.201867 7.362444 5.903012 10.335714 12.560948 10.958294 8.760993 NA 5.487975 8.963624 8.633025 7.392396 11.255140 TCGA-18-3419 73 0 NA 2811 lung stage iib t2 n1 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 NA NA 1 1 4 NA NA NA 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 4 0 5 0 0 0 0 0 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10.566964 2.480472 13.173477 12.19330503 8.69522620 2.02101771 9.46604872 11.82132704 10.30180459 14.40169676 9.10185122 9.29428163 9.55241531 10.34746325 8.53870305 14.83896678 6.53673367 5.12955916 11.24262090 4.74895493 5.15031596 10.27606239 11.74725194 NA 7.87901464 11.33051017 9.51688878 7.18594086 9.40041219 9.66759254 8.73011753 7.24503543 4.87901464 9.72493739 NA -0.97908893 7.39607298 NA 8.72839300 7.11379112 11.61699054 13.53216872 11.81646471 11.30151460 11.65425611 0.60596836 0.60596836 NA 9.63574369 9.70315055 2.48047195 11.09081917 11.37638487 0.02105325 5.59088940 10.16058519 12.00010168 11.14321470 8.75574351 0.02105325 11.19595950 10.36477475 10.20962260 6.43888664 10.64354327 TCGA-18-3421 65 0 NA 2645 lung stage ib t2 n0 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white not hispanic or latino 1 1 6 NA NA NA 4 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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10.164856 9.363544 9.710580 5.289672 15.125665 10.496865 2.988503 9.667985 10.1740878 11.4665517 NA 8.1353456 9.9048104 10.7081376 12.6519354 8.5734669 9.7614362 10.3155757 10.6854719 11.1779760 14.8938914 11.3768293 4.7357388 9.1338907 7.0759668 4.7047115 7.5342959 11.2360928 NA 7.2632983 9.9301808 8.0940386 8.4290769 10.0850313 7.1177875 5.9360372 6.7585777 4.1811503 9.3039775 NA NA 5.3709733 -0.8188338 8.3857205 3.7047060 10.3033303 14.1569079 11.3052707 8.9124684 10.5248903 4.2255449 -0.8188338 -0.8188338 9.7792019 10.7433919 4.9625074 10.2752271 10.4561099 5.7958604 2.8815863 9.8893712 13.6055126 12.3706652 7.5990023 NA 7.8571064 9.3668673 8.7395700 8.3954686 10.1839644 TCGA-18-4083 63 1 188 NA lung stage iib t2 n1 m0 male 2005 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 45 NA r0 white not hispanic or latino 4 2 5 NA NA NA 2 2 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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11.5820464 12.9385760 10.9573720 7.7269320 5.8824083 7.7966776 7.9925555 10.5902973 8.0037416 9.6098041 TCGA-21-1070 60 0 NA 3636 lung stage iiia t3 n0 m0 female 2000 3516 no NA lung squamous cell carcinoma- not otherwise specified (nos) 15 NA r0 black or african american not hispanic or latino 1 1 1 NA 2 3 1 1 NA NA NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 5 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.498164e-05 3.572012e-06 8.30258302583026 20.1107011070111 42.0664206642066 9.77859778597786 19.7416974169742 -1.00317743 11.27664031 -1.00317743 NA 6.59665194 -0.00332202 -1.00317743 4.45616875 0.58168868 11.33129223 2.90363605 NA 9.33436157 10.90738231 4.52030280 -1.00317743 NA NA NA -1.00317743 8.37611801 10.49309408 9.19272679 2.99673220 9.18779892 3.52029652 10.75870625 NA NA NA 0.58168868 9.13629086 0.99675028 15.36499008 9.54363411 11.09608741 11.59920647 4.24466638 -1.00317743 10.28156369 2.45617532 9.17156538 6.31866753 NA 4.38905737 10.85635588 5.50690973 9.26352602 12.30137613 10.14585154 9.86744339 1.80409487 NA 10.40613048 NA 2.69717331 11.34242202 6.85472006 10.85082880 -0.00332202 9.45412057 6.28214137 4.97401987 2.16665118 1.31869283 6.67621945 3.69718444 NA 9.47145961 5.66916570 NA -1.00317743 10.77973782 NA 6.37177839 -1.00317743 1.99675028 1.99675028 NA 9.45821896 1.99675028 7.45617122 5.69245510 0.20015000 0.00777830 -0.06114000 1.61170000 -0.32728000 0.99800000 0.12601000 0.42133000 -0.04003800 0.20152000 0.20152000 0.19558000 0.21438000 0.23009000 0.20228000 0.60539000 0.17196000 0.26954000 -0.02598200 0.31322000 0.03764100 -0.29792000 -0.29674000 -0.29674000 0.77099000 0.25090000 0.22989000 0.22989000 0.28105000 -0.09498800 0.00069327 -0.31467000 -0.06356900 -0.06114000 -0.15651000 -0.32089000 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0.132 0.132 0.196 0.196 -0.110 -0.304 0.000 0.000 7.53201533 7.98826147 -0.00332202 6.36306242 7.58919645 8.82169842 11.47677243 8.98702804 10.54748636 -1.00317743 7.70754619 0.58168868 -0.00332202 12.28445196 -1.00317743 10.41248136 7.61512493 7.73144938 10.98289806 12.60268203 5.80409487 11.90813157 11.68826504 0.02531234 9.35977920 -0.00332202 4.08420036 9.49159519 9.68059389 NA NA 14.97531600 7.21105893 10.07755706 4.12602297 10.65851767 9.83908991 10.07155005 11.96720504 10.02533643 -0.00332202 9.05743565 9.01354796 11.59432661 8.82646237 10.23991353 11.20100506 7.27751059 10.42142551 9.30280135 11.99056252 13.15732012 11.45898624 8.20619290 10.97330375 9.32989498 13.81940999 11.78300922 4.55653977 12.30137613 11.19947562 10.22736047 10.41459212 6.75829118 13.84591009 10.50997368 3.85472379 10.45412046 10.5479672 10.2411034 0.9967503 8.6369845 11.2766403 10.1890325 14.1489048 9.7023720 8.9957672 10.1976381 9.8968517 9.0438634 15.8448490 11.3312922 7.2775106 10.3203574 8.7927792 6.2159076 10.8601516 8.9156028 NA 9.1540865 10.1318076 9.7246600 7.8976065 9.5436341 9.9163478 8.8854829 8.1156804 4.7780982 10.2850289 -1.0031774 1.9967503 8.1388467 1.3186928 9.0260268 5.3890574 9.2635260 13.2542011 10.9960350 10.2405086 10.7457709 1.8040949 NA 6.8732571 11.2778003 9.7195471 4.7516297 11.3424220 11.4960872 5.0842004 5.3005191 10.8508288 12.5096035 10.7907492 10.0287853 4.2446664 9.0232631 10.5024767 9.8701838 7.2867583 10.7862732 TCGA-21-1071 67 1 1426 NA lung stage ib t2 n0 m0 male 2001 1352 no NA lung squamous cell carcinoma- not otherwise specified (nos) 90 NA r0 white not hispanic or latino 2 2 5 NA 2 3 2 2 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 5.826195e-06 1.31783e-06 15.4589371980676 28.9855072463768 28.5024154589372 4.34782608695652 22.7053140096618 2.4113449 10.9582498 NA NA 7.5779371 2.5268200 0.4113178 7.7740879 NA 1.6337567 8.0955194 5.3499561 10.8629099 5.6843727 7.8487606 -1.1736447 NA NA 1.1483484 -1.1736447 7.9191500 10.7874807 9.2240675 6.2939976 8.6952154 4.4411050 9.8079601 -1.1736447 NA NA 2.4113449 7.2400204 7.1751214 13.8794265 9.2714077 11.3234962 10.7347854 5.7571300 NA 11.2500340 3.0743170 9.7676386 2.6337567 -0.1736447 NA 10.4177375 5.5678588 12.1729066 12.7570664 10.7344100 10.1704723 4.6337451 -0.1736447 10.5487735 -1.1736447 2.2858165 11.0047465 4.8263909 10.5107032 NA 8.2079358 7.7892891 4.7090369 -1.1736447 NA 6.9085415 NA -0.1736447 9.9381805 6.3655508 NA 3.4702505 11.2659640 6.1440770 3.2187037 -0.1736447 5.3021253 2.1483159 1.4113720 10.0784668 0.8263553 8.7964988 2.2858165 0.3118000 0.8615900 0.0943720 2.2431000 -0.4462900 0.1133300 0.1963900 0.0157520 0.0157520 0.0061340 0.0061340 0.0639170 0.0903110 -0.1235300 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0.105 0.105 -0.375 -0.229 -0.109 0.116 0.116 0.007 0.374 -0.264 -0.264 -0.034 0.175 -0.269 0.043 0.230 0.230 0.000 -0.278 0.000 0.000 -0.106 0.723 -0.461 -0.461 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 0.000 7.9735975 7.9323016 0.8263553 3.2858313 6.8978551 10.9906713 10.5833660 8.5577118 9.6648088 2.1483159 6.6781423 2.9138564 0.4113178 12.3862478 NA 10.3371619 6.8320178 8.5712267 11.4535710 14.1032805 2.9963164 11.0193020 11.5577119 -1.1736447 8.2734763 NA 12.3428316 8.7849456 9.5198711 NA -0.1736447 14.6719564 8.2165616 10.8040305 6.1573106 10.7212105 9.3479933 10.016217 11.162341 10.363611 NA 8.824983 6.627293 10.637768 8.896514 8.843201 9.984371 5.965944 10.393850 8.869420 13.336044 14.412206 11.721211 8.369425 10.782043 10.225671 13.262128 11.094642 5.701682 12.757066 11.512237 9.983108 10.659678 7.179540 13.146115 11.866169 1.148348 10.519008 11.876582 11.524229 1.826396 10.115259 10.958250 11.582115 14.235684 8.586281 9.901257 8.338145 10.145500 9.234723 14.311279 1.633757 5.965944 11.115835 5.526833 7.040712 9.082601 12.357652 NA 7.745256 11.120439 9.760084 8.424445 9.271408 8.428164 7.083780 6.380982 4.498819 9.533752 1.148348 4.757130 8.782043 -1.173645 9.382899 1.633757 12.172907 13.864454 11.412764 11.142391 11.206583 4.633745 -1.173645 4.733284 11.008477 12.841285 6.349954 11.004746 12.068525 10.225137 7.326239 10.510703 11.977092 10.389589 9.367489 2.826396 6.121013 9.071102 10.117563 8.028517 10.780226 TCGA-21-1072 75 0 NA 3016 lung stage ib t2 n0 m0 male 2001 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 2 2 5 NA 3 2 2 2 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.48883561 10.75240841 NA 3.09599191 6.55541586 3.93728789 4.23893968 5.97862581 NA 9.91775754 8.40886638 NA 9.52154921 4.53338892 3.68094317 0.09599191 1.31840362 0.51106316 0.09599191 NA 8.32159263 11.13375924 9.42241299 5.49970560 8.75776168 3.83295076 10.34391110 NA NA NA NA 8.28416013 NA 14.07236598 9.80621593 10.96068560 11.72473284 5.78714511 -1.48883561 11.28106543 3.03458550 9.80067119 1.68095441 NA NA 9.99448412 4.00831656 11.54289451 13.15097839 9.89796129 10.56789915 3.97044876 NA 10.48148644 0.51106316 2.31837469 10.83969597 2.90334683 10.64512646 NA 9.24657697 7.39366417 2.21144836 NA -1.48883561 6.25248757 1.31840362 NA 10.04435081 5.46521701 NA NA 11.98218818 0.61202216 2.31837469 0.09599191 1.09599191 -0.48903808 -0.48903808 8.54856802 -1.48883561 7.27920569 2.00158609 0.7198000 0.6446900 0.4959000 1.9177000 -0.4675900 1.1835000 -0.3182100 0.8516600 -0.4234200 0.9095800 0.5178600 0.4011100 0.4011100 -0.3509800 0.3898200 1.1683000 3.2054000 -0.4216700 -0.0269970 -0.0349040 0.6803100 0.1230000 0.0603650 0.0603650 -0.0362650 -0.0362650 -0.0023553 -0.0023553 0.4020900 -0.1069700 -0.2323700 -0.2044300 0.6446900 0.6446900 0.4959000 0.0000000 0.0000000 0.0000000 1.0348000 0.2331800 -0.4383200 -0.4383200 -0.4693200 -0.3182100 -0.3182100 0.5413600 -0.4685500 0.0444320 -0.5471300 -0.5857900 -0.3097900 -0.3097900 -0.3097900 0.2803700 -0.4732100 -0.4732100 -0.4579000 0.0058309 0.4117800 0.4117800 -0.4585400 -0.4458800 -0.4458800 -0.0269970 -0.3680500 -0.3680500 0.4144600 0.4710100 0.4106100 0.4106100 -0.0415670 -0.0843950 -0.0362650 -0.0362650 -0.4403700 -0.4403700 0.4679300 1.4666000 -0.1190000 -0.1301100 -0.1122100 -0.462 -0.462 0.390 0.390 0.638 0.638 -0.422 0.000 -0.368 0.414 0.414 0.396 0.396 0.000 0.000 0.000 0.000 -0.232 0.487 0.000 0.000 -0.440 0.402 0.645 0.645 0.000 0.000 -0.205 -0.438 0.865 -0.318 0.530 0.106 0.845 0.000 -0.185 -0.185 -0.029 0.280 -0.112 -0.112 -0.462 -0.462 0.390 0.390 0.638 0.638 -0.422 0.000 -0.368 0.414 0.414 0.396 0.396 0.000 0.000 0.000 0.000 -0.232 0.487 0.000 0.000 -0.440 0.402 0.645 0.645 0.000 0.000 -0.205 -0.438 0.865 -0.318 0.530 0.106 0.845 0.000 -0.185 -0.185 -0.029 0.280 -0.112 -0.112 9.40659640 9.23382864 0.09599191 3.64030857 7.66330619 9.25921386 10.43657549 8.98236105 9.55882668 3.72047548 6.28580723 NA 1.31840362 12.57946348 0.51106316 10.79555601 7.75894871 8.20624956 11.81066124 13.83716961 3.36900575 10.51242928 11.75835523 0.21586494 7.96634856 NA 12.24995772 9.89903829 9.91934545 NA 2.59848431 15.09130906 8.53754457 10.28786530 4.98675223 10.67246786 8.57979940 10.2608905 11.4818459 10.1776889 -0.4890381 8.1127919 9.2964735 10.3541569 9.3666682 7.3721076 11.1640900 6.4118872 12.0021175 8.9877674 13.0407566 13.1479855 12.2237630 7.2389416 11.4555501 9.4201640 13.8247190 12.6406261 5.1311655 13.1509784 10.5646076 9.7063933 10.3034046 7.5771100 13.6691262 12.2533305 1.6809544 10.5557566 11.69620622 10.81736760 1.09599191 9.54925427 10.75240841 11.86375420 15.07096434 8.70823760 9.65636730 8.39671737 9.93045454 10.59549732 13.16308173 9.91775754 6.41188718 11.03262152 5.00287351 7.38753832 7.86857319 12.86630332 -0.48903808 7.25921410 10.58482790 9.30624902 8.44027951 9.80621593 6.93728553 5.66076893 5.05017951 2.75894272 9.87022152 NA 7.86857319 8.67592811 NA 9.09598348 3.75895337 11.54289451 13.31151655 11.57862347 10.51874914 11.31070741 3.97044876 0.09599191 3.68094317 10.42353615 11.70977302 7.08845011 10.83969597 11.30827725 10.93885769 5.14037785 10.64512646 12.61209392 10.27920534 8.66710409 4.21146394 2.97044876 7.10661424 10.16923254 7.98472662 10.39404612 TCGA-21-1075 57 0 NA 2134 lung stage iib t2 n1 m0 male 2002 2134 no NA lung squamous cell carcinoma- not otherwise specified (nos) 74 NA r0 white not hispanic or latino 2 2 5 NA 3 4 2 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.49065886 10.59157891 NA NA 8.62447344 NA NA 2.75736467 NA 11.02955745 2.20985882 NA 5.75735667 0.09437121 3.20987442 1.09437121 NA 2.09440499 NA NA 6.70910174 11.39474494 4.93569546 8.84705171 8.46071472 0.50944249 10.37400299 1.31678294 NA NA 0.09437121 8.49099724 4.50942982 12.86620918 10.15418749 11.36273945 11.45998579 4.53179939 -0.49065886 11.68575885 -1.49045616 9.14334239 0.50944249 3.71888764 7.21678853 9.30752097 2.31678294 11.69678196 13.55544543 9.20552814 10.05632435 6.77621587 -1.49045616 11.13308279 NA 1.09437121 7.26765283 0.50944249 10.34784589 NA 7.51505403 2.41632633 3.59688745 NA -0.49065886 4.50942982 -0.49065886 NA 9.37284178 6.57551958 NA -0.49065886 7.67684777 3.55601243 -0.49065886 NA NA NA 3.15328652 8.52484491 NA 7.42829317 NA 0.5025500 0.0280600 0.0188030 3.6569000 1.8993000 1.3992000 1.4305000 0.0140510 0.0140510 0.4542800 0.4542800 1.4800000 0.5229300 1.4565000 0.0020805 0.0225850 0.0225850 -0.5061900 0.0040243 0.0062481 -0.0011087 0.3769300 0.4592400 -0.5450200 -0.0604800 -0.0604800 -0.0151910 -0.0151910 1.8766000 -0.0626290 -0.5318000 -0.5117700 0.0280600 -0.4055000 -0.5016200 -0.5102200 -0.5102200 -0.5102200 0.4752700 0.0120970 -0.4890000 -0.4890000 -0.4890000 -0.5016200 -0.5060800 0.0140510 0.0011093 0.4542800 0.4542800 -0.5275400 -0.4905700 -0.5132100 1.4565000 -0.4860700 -0.5380400 -0.5387100 -1.2094000 0.0020805 0.0020805 0.0020805 0.0000000 -0.5106300 -0.5106300 -0.0055375 -0.0011087 -0.0011087 -0.3360600 -0.0344950 -0.5179200 0.3769300 -0.2447200 0.4864700 -0.0604800 -0.0604800 -0.5191800 -0.5191800 0.9395600 -0.0626290 -0.0626290 -0.0626290 -0.0626290 -0.539 -0.539 0.000 0.000 0.000 0.000 -0.494 0.000 0.000 0.000 0.000 -0.010 0.377 0.470 0.470 0.000 0.000 -0.500 0.002 0.000 0.000 -0.519 0.940 0.000 0.000 -0.510 -0.510 0.000 -0.483 1.399 0.898 0.000 0.000 0.454 0.454 0.008 0.523 -0.503 -0.503 0.000 0.000 -0.539 -0.539 0.000 0.000 0.000 0.000 -0.494 0.000 0.000 0.000 0.000 -0.010 0.377 0.470 0.470 0.000 0.000 -0.500 0.002 0.000 0.000 -0.519 0.940 0.000 0.000 -0.510 -0.510 0.000 -0.483 1.399 0.898 0.000 0.000 0.454 0.454 0.008 0.523 -0.503 -0.503 0.000 0.000 8.9502990 7.9419719 -1.4904562 3.4163263 7.1167598 9.1649607 10.2445628 8.4616468 8.7936755 4.6387110 7.2875074 -1.4904562 NA 12.5658136 NA 9.5456036 7.1747659 9.0572883 10.7346464 14.3413309 4.2907930 10.3817200 11.2159259 NA 5.3920735 -1.4904562 3.9017454 10.3236118 9.7010936 0.2450088 -0.4906589 15.0890846 8.6140285 9.4773766 1.9688649 10.5818975 7.9502993 9.723142 11.420073 10.576528 NA 10.263900 7.329609 10.466169 9.388247 7.443121 10.820043 8.731017 11.045898 8.155088 13.345382 13.622684 10.750519 4.001280 10.448274 7.654088 12.240431 11.467439 4.467110 13.555445 9.829666 8.716444 10.880117 6.718884 14.005313 13.341133 2.316783 11.852893 11.3127538 10.2563640 NA 9.2159258 10.5915789 10.7632774 14.0945958 9.7502213 10.0627759 8.6693011 10.3928369 10.6130456 12.1401520 11.0295574 8.7310169 10.3256135 4.0329912 6.0563234 6.6127181 11.7310170 NA 5.6387139 10.8355784 8.2643173 6.9851634 10.1541875 8.4723257 3.8313605 2.5094425 1.5094425 9.3905439 1.9688649 6.7808927 9.1738772 -0.4906589 9.1186086 1.5094425 11.6967820 13.9281719 11.3381614 9.8183377 11.5059034 6.7762159 NA NA 9.0640187 10.2993709 3.7948317 7.2676528 11.8886728 10.6537694 6.9892105 10.3478459 12.4775566 10.3541356 7.4431209 NA 5.0329912 6.7510312 9.8223129 7.9688614 10.4368375 TCGA-21-1076 54 0 NA 1852 lung stage ib t2 n0 m0 female 2005 1852 no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 NA r0 white not hispanic or latino 3 2 2 NA 1 1 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 9.190128e-06 2.5663e-06 9.3841642228739 28.7390029325513 33.1378299120235 6.45161290322581 22.2873900293255 NA 11.4980480 NA NA 8.4462318 -1.4301201 2.7396321 4.8916428 1.1546480 9.6801981 3.6989963 -0.4303145 10.9928307 7.6003820 6.0695604 -1.4301201 3.5697098 -0.4303145 1.4785059 2.2701402 9.1079036 11.2507335 10.2575277 1.5697341 8.9305617 4.5920802 8.2385996 1.3770682 5.0775079 NA 2.2701402 7.3962631 -1.4301201 15.3309892 8.5920825 9.7681598 10.4462317 6.7245330 -1.4301201 11.2984856 0.1547128 9.4404955 4.2976316 -1.4301201 7.7545902 10.5685484 8.1588788 10.0625694 12.8847305 10.8769156 9.6424370 5.1243033 -1.4301201 9.5718266 3.8916428 3.8551127 10.9555771 6.6358037 10.0665685 NA 9.3486133 9.2099597 6.9705937 -1.4301201 -1.4301201 7.2701542 0.1547128 NA 9.4960107 5.4276967 NA -1.4301201 10.8417613 NA 6.2279259 0.1547128 3.2089542 1.7396321 0.8916525 10.8235622 1.3770682 7.4492981 3.1708224 0.01405100 0.33577000 0.04060900 0.94405000 -0.15544000 -0.02068700 -0.02068700 0.82804000 0.10672000 0.32334000 0.32334000 -0.15784000 0.20962000 -0.08810900 -0.15579000 -0.02329200 -0.02329200 0.05153000 0.18177000 0.18192000 0.02105400 -0.08094000 -0.04726000 -0.04726000 1.62810000 0.92027000 0.19223000 0.19223000 0.16971000 0.02777800 0.00000000 -0.32434000 0.17860000 0.04060900 0.04060900 -0.05554000 -0.05554000 -0.05554000 -0.05554000 -0.15544000 -0.12278000 -0.12278000 -0.12278000 -0.02068700 -0.15962000 -0.15067000 0.10672000 0.32334000 0.32334000 -0.15784000 -0.08810900 -0.08810900 -0.08810900 -0.08810900 -0.17196000 -0.17196000 -0.16438000 -0.15579000 -0.15579000 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10.9647133 11.5901739 -0.4303145 11.9858525 0.1547128 3.9620307 9.2162734 9.2269884 -0.2037345 1.1546480 15.8649187 7.6304106 11.1223838 5.3898937 12.9446863 9.6944822 10.0932767 11.8384029 10.1348168 0.1547128 10.4093122 8.4826039 11.8654837 8.3246023 9.4245831 10.9938810 6.9095643 10.3241596 6.5583993 11.6146211 13.3526618 11.2006643 8.9684583 10.2766424 8.7130978 13.7579172 11.6319295 5.3811865 12.8847305 12.0620687 11.0668181 10.4702042 7.4120651 13.4722392 11.8669176 3.5239132 10.5562679 11.5509252 11.7726038 1.8916525 9.3689964 11.4980480 10.2618943 13.4146127 9.0971918 9.2585945 8.3834961 10.0126427 9.4833521 16.6648851 9.6801981 6.9095643 10.8131863 7.2805212 6.9705937 9.9555771 11.3774721 NA 9.8712110 10.4675602 9.9431237 8.7130978 8.5920825 8.4840999 8.1414675 9.0615678 8.1262207 9.9316585 4.9791062 0.1547128 8.4885781 1.1546480 9.5955464 5.4152043 10.0625694 12.8765597 10.4462317 10.5188119 11.2274798 5.1243033 0.1547128 -0.4303145 12.2715626 10.2775052 5.1243033 10.9555771 11.0520185 8.6249972 6.2839607 10.0665685 11.9435315 10.8403021 10.6293971 4.0932728 8.2509530 11.0035218 9.7894883 6.8825978 10.1049901 TCGA-21-1077 64 1 1058 NA lung stage iib t2 n1 m0 male 2006 1057 no NA lung squamous cell carcinoma- not otherwise specified (nos) 56 NA r0 white not hispanic or latino 2 2 5 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 6.034273e-06 1.976745e-06 9.70464135021097 34.5991561181435 24.8945147679325 6.32911392405063 24.4725738396624 NA 11.0002586 NA NA 8.3694316 4.1897692 2.8322217 5.7270301 -0.1677986 7.2710054 5.8656368 -1.1677986 9.9229875 5.2245304 3.6395679 NA -1.1677986 0.4171639 -0.1677986 -1.1677986 7.3240662 11.6331133 9.7666414 5.6266290 8.2936928 3.6901936 8.9983763 NA 6.2751561 NA -1.1677986 7.0416668 1.1541295 13.8024015 9.8635699 11.1379901 11.8825722 6.7747278 -1.1677986 11.1445291 1.4171639 9.1196026 2.7391136 NA 5.2916441 10.6066463 3.2265856 11.4778718 13.6131555 10.2239940 10.2348737 4.4171774 NA 11.7660884 1.1541295 4.0416635 10.6024643 4.0801374 10.1181935 2.1541295 9.0465325 8.2352254 5.9090290 0.4171639 -0.1677986 5.9196762 NA 0.4171639 8.6948506 6.0021377 -1.1677986 -1.1677986 8.4358398 2.0069443 4.2584812 -0.1677986 8.4888704 5.2072526 NA 9.5081703 1.4171639 6.6523918 2.4171639 0.3952900 1.2832000 -0.0734760 3.6569000 0.0214630 0.5741600 0.5741600 -0.0508280 -0.0508280 -0.1015800 0.5399500 0.1477100 1.1857000 -0.0710710 -0.0221950 0.2045700 0.1422100 0.0161460 -0.0922130 -0.1053900 0.5346700 0.4137900 0.0496820 0.0496820 -0.1019700 -0.1019700 0.1721100 0.1721100 0.7145300 0.0645110 -0.1026300 -0.1026300 -0.0366640 -0.4952700 -0.0734760 -0.1210600 -0.1247200 0.1834400 0.1834400 -0.3817900 -0.3636200 -0.3770300 -0.3770300 0.5741600 0.0291840 0.3009000 -0.0508280 0.5399500 0.2565200 -0.1367800 -0.3947500 -0.3947500 -0.0710710 -0.0710710 -0.1385800 -0.1385800 -0.1038100 -0.1195900 0.0857750 0.0857750 0.1422100 0.0062526 0.0062526 -0.0922130 0.3074800 0.3074800 -0.1081000 -0.0910380 -0.1407800 0.4137900 0.4137900 0.0496820 -0.1019700 -0.1019700 0.1315500 0.1315500 0.7145300 0.0645110 0.0645110 0.0645110 0.0645110 -0.104 -0.104 0.000 0.000 0.142 0.142 0.000 0.000 0.307 0.000 0.000 -0.141 0.273 0.000 0.000 -0.102 -0.102 -0.103 0.259 0.172 0.172 0.132 0.715 0.000 0.000 -0.120 0.063 -0.382 -0.382 0.545 0.000 0.301 0.000 -0.102 0.155 0.000 0.000 -0.324 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.142 0.142 0.000 0.000 0.307 0.000 0.000 -0.141 0.273 0.000 0.000 -0.102 -0.102 -0.103 0.259 0.172 0.172 0.132 0.715 0.000 0.000 -0.120 0.063 -0.382 -0.382 0.545 0.000 0.301 0.000 -0.102 0.155 0.000 0.000 -0.324 0.000 0.000 0.000 9.1245349 7.9819605 -1.1677986 5.1359945 8.2202308 9.4349122 10.1787271 8.7951094 10.0077629 -1.1677986 6.9090290 NA 0.4171639 11.8176996 0.4171639 10.6714171 7.0896009 9.2405431 11.2244181 15.3502518 3.9196738 10.6994921 11.1414055 -1.1677986 9.1496260 NA 8.2245309 9.3498827 10.1914139 NA 2.8322217 14.2224831 8.1129842 9.9505056 4.4469245 10.7787542 8.8656365 10.0759825 11.8996477 10.3689463 0.4171639 10.3513581 6.7805804 11.1828764 9.5265712 7.8711321 10.8652922 9.1930606 9.6233599 9.1187711 12.6229691 13.9031309 12.0988535 9.7629507 10.7860460 9.5498898 13.2892736 11.4792220 2.3855691 13.6131555 10.9980625 10.0471396 10.5451702 7.6901943 14.3076780 13.5859002 1.8322014 10.6156209 11.302872 10.800160 2.154130 9.501984 11.000259 10.900320 14.501431 9.278263 9.558321 8.468838 9.980690 9.719434 14.607103 7.271005 9.193061 10.615621 6.283424 6.070619 10.316533 11.439775 NA 8.091957 11.523521 8.948557 9.019565 9.863570 7.806628 7.131422 6.307948 5.002140 9.403018 3.080146 4.041664 7.903676 -1.167799 9.820188 3.002144 11.477872 14.111534 10.557580 10.601225 11.175954 4.417177 6.402069 5.992084 10.967602 10.737976 5.172063 10.602464 11.320305 8.046533 6.566923 10.118193 12.308453 10.572837 8.992085 6.560134 8.268925 9.267759 9.796554 7.832213 9.945304 TCGA-21-1078 77 1 474 NA lung stage ib t2 n0 m0 male 2006 469 no NA lung squamous cell carcinoma- not otherwise specified (nos) 9 1947 r0 white not hispanic or latino 4 1 2 NA 1 2 3 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 4 4 0 0 0 0 7 0 0 0 4 0 0 0 0 2.254182e-06 6.589149e-07 11.9047619047619 60.7142857142857 11.9047619047619 5.95238095238095 9.52380952380952 NA 11.1713640 NA -1.3606752 7.3843287 -1.3606752 NA 4.8489484 0.6395100 3.3399355 1.8094144 NA 0.2244108 1.4468385 2.8094144 0.6395100 NA 6.3048304 0.6395100 NA 6.7269579 11.3849595 6.0058176 5.1786549 8.5776044 NA 13.7076017 NA -1.3606752 NA -1.3606752 4.9614242 0.9614011 13.7318395 10.2878528 10.4715941 11.0502116 6.3605943 NA 11.2062629 NA 10.2311018 6.0058176 4.1630559 -1.3606752 10.5969021 3.1661852 11.1813179 12.3201844 10.6153432 8.0889949 6.4723854 NA 8.3433989 NA 3.0318186 10.5598481 2.2244725 9.9865630 -0.3604900 8.0657602 4.2833514 1.6395100 NA NA 3.0318186 NA NA 9.1747707 5.8874229 NA NA 11.8411597 -1.3606752 0.6395100 7.0704913 6.0972041 3.0318186 0.6395100 6.5036811 NA 7.0989269 -1.3606752 -0.00964930 0.00958830 0.00444110 0.00055459 0.00833510 0.02258500 0.02258500 -0.00360110 -0.00360110 0.02581200 0.02581200 0.00069327 0.00069327 -0.00802440 -0.00456950 -0.00415460 -0.00415460 0.01251600 0.00388540 -0.00650500 -0.01161100 -0.03135900 -0.00221680 -0.00221680 -0.02780800 -0.02780800 -0.95030000 0.90291000 -0.02466100 0.00152550 -0.00964930 -0.00964930 0.00958830 0.00958830 0.00444110 0.00055459 0.00055459 0.00055459 0.00055459 0.00332990 0.00620340 0.00624810 0.00624810 0.02258500 0.02258500 -0.00360110 -0.01545700 0.02581200 0.02581200 0.00069327 0.00013863 -0.00802440 -0.00802440 -0.00802440 -0.01422800 -0.01422800 -0.01285100 -0.00456950 -0.00456950 -0.00456950 -0.00415460 0.01251600 0.01251600 0.00388540 -0.01161100 -0.01161100 0.00000000 0.00000000 -0.01821600 -0.01821600 -0.03135900 -0.00221680 -0.02780800 -0.02780800 0.00000000 0.00000000 -0.02466100 0.00152550 0.00152550 0.00152550 0.00152550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.950 -0.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.950 -0.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.7584364 8.4500668 NA 3.8489484 3.2833588 10.4743613 9.9432760 8.5367508 8.8031450 0.6395100 7.4912446 NA NA 9.1815598 1.9614381 10.9392757 5.5583595 9.1050618 11.1765874 12.9535120 7.8610826 11.4552788 11.7787268 -0.2970765 8.5672732 NA 1.2244725 9.6103201 9.4500429 -0.1969383 -1.3606752 14.8470435 8.1960011 8.8056584 3.0989248 10.3725105 9.4282136 9.837940 12.180955 10.568014 NA 6.672919 6.924898 11.830863 9.315452 6.753237 8.188317 2.809414 8.541855 12.585396 9.915038 13.680727 11.225397 4.593694 10.512170 6.868314 12.490561 10.952945 5.779662 12.320184 10.205073 9.582010 10.847120 8.346855 14.530372 3.497472 1.224473 10.646523 10.8109849 9.6288897 NA 9.0615599 11.1713640 11.4349262 13.0388373 9.5907800 7.6394956 8.2394081 10.5426201 10.3329822 13.3087125 3.3399355 2.8094144 10.8915693 3.9248980 4.2542085 7.0865789 13.5635654 NA 6.4660430 10.4047814 10.2041211 9.5538804 10.2878528 10.7658771 3.7687772 3.2244571 4.0989248 9.6274699 NA 5.1630559 8.1353502 NA 9.9068672 1.9614381 11.1813179 13.5348812 10.6196348 10.8308630 11.2779312 6.4723854 1.8094144 NA 9.1030197 10.3034980 1.8094144 10.5598481 10.8586638 3.6394984 5.5583595 9.9865630 13.2673711 10.6814965 7.8218894 0.9614011 9.4412035 10.2408389 10.4391816 7.9659245 11.3693284 TCGA-21-1079 71 1 965 NA lung stage iiia t3 n0 m0 male 1995 790 no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 NA r0 white not hispanic or latino 1 1 3 NA 4 2 3 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.94981883 NA NA 7.18727387 3.23307509 0.77365881 2.58098962 -1.22634119 11.44960264 8.38097571 3.52853381 11.39935446 7.33588784 3.77364826 NA 2.94356506 NA -1.22634119 NA 8.59860453 11.63162662 8.02157300 -0.22634119 8.56806138 3.09557003 9.51931997 NA -1.22634119 NA NA 10.85346372 NA 13.74063945 11.29524605 10.52015997 12.41986679 6.06826666 NA 11.00126152 1.94358381 10.41575148 1.77365881 NA NA 9.72823448 4.13471380 10.57858328 11.60094068 10.65705258 9.98996096 3.35860725 NA 9.69697309 NA 3.52853381 11.02364791 2.09558691 10.86508097 NA 9.67677427 4.58100168 NA NA -0.22634119 7.76233021 0.35862131 NA 9.61206162 5.29720609 5.79601364 -1.22634119 10.77470191 0.09558691 1.94358381 -1.22634119 1.77365881 5.63162526 NA 9.31957549 3.52853381 6.79045407 0.35862131 -0.0110600 0.6669700 -0.0658500 1.0669000 0.0384810 1.2857000 0.4390200 0.2426400 0.2426400 0.3603100 0.0824760 0.1887400 0.3994400 -0.0706700 0.4370800 0.5839900 -0.0139530 0.4163000 1.1323000 1.1652000 0.3934600 -0.0391220 0.8597700 -0.4822900 -0.4718400 -0.4718400 -0.0323140 0.4907800 0.5145500 0.0638740 -0.9189000 -0.4655700 0.6669700 -0.0658500 -0.0658500 -0.4822400 -0.4651100 -0.4651100 -0.1509300 -0.4463100 -0.1440800 -0.1440800 -0.1440800 -0.4584700 -0.4535100 0.2426400 -0.0096327 0.0824760 0.0775420 -0.0776990 -0.1955000 -0.0706700 -0.0706700 -0.0706700 -0.4617400 -0.4617400 -0.0955160 0.3721600 0.4370800 0.4370800 0.2259200 -0.0359930 0.4163000 1.1323000 0.2988300 0.2988300 0.0866660 0.3055300 0.4689500 -0.0215100 -0.0391220 -0.4722600 -0.0265770 -0.0278080 -0.4385400 -0.4727900 0.5145500 0.0777180 0.0777180 0.0777180 0.0777180 -0.366 0.000 0.437 0.437 0.572 0.000 0.416 1.165 0.299 0.000 0.219 0.000 0.000 0.860 -0.472 0.000 0.000 0.000 0.000 0.000 0.376 -0.473 0.515 0.667 0.000 -0.450 -0.151 -0.446 -0.144 -0.252 -0.454 0.243 0.000 0.440 0.440 0.189 0.189 0.000 0.000 0.000 0.000 -0.366 0.000 0.437 0.437 0.572 0.000 0.416 1.165 0.299 0.000 0.219 0.000 0.000 0.860 -0.472 0.000 0.000 0.000 0.000 0.000 0.376 -0.473 0.515 0.667 0.000 -0.450 -0.151 -0.446 -0.144 -0.252 -0.454 0.243 0.000 0.440 0.440 0.189 0.189 0.000 0.000 0.000 0.000 8.6207030 8.6222686 -0.2263412 7.0072650 7.7623302 7.6501628 10.3064885 9.8756935 10.9961387 -1.2263412 6.7566390 NA 0.7736588 11.9292545 1.3586213 9.9782168 7.3243921 9.1289968 10.8642014 13.6037646 3.6316282 10.7433919 11.2328211 NA 10.0096598 -1.2263412 6.9233929 9.9035725 10.1878023 -0.2263412 -1.2263412 15.4083716 7.4318569 9.9659384 6.9879643 8.5713071 9.9776054 9.1777227 12.6043589 10.0705619 -1.2263412 6.0215730 9.0322116 11.3356495 9.0024643 7.0357405 11.4414225 7.6470900 11.9374415 4.0215774 10.7124900 13.7072441 12.3124408 9.8677234 10.9609977 6.6253947 13.4356463 10.0659673 4.5255928 11.6009407 11.1686441 10.1129390 10.3768083 8.4496026 13.5561202 7.5484328 0.3586213 9.7544992 10.7397906 9.4827295 0.3586213 8.9003500 9.9498188 11.0274931 12.8540443 9.4930344 8.8011645 8.2774715 10.4981595 10.1295473 13.9245432 11.4496026 7.6470900 11.0992321 8.8964735 7.4981591 7.4282814 13.0207572 NA 8.9435706 10.3828244 10.0802770 11.1605859 11.2952460 4.6065370 5.4460709 4.6805382 5.2165907 9.7544992 1.5810137 NA 8.9473228 NA 9.3520183 2.0955869 10.5785833 12.8463644 11.2821832 9.8670632 11.4872469 3.3586072 4.7960110 -0.2263412 12.9253757 9.9597599 3.2330751 11.0236479 11.2158116 7.6378319 1.0955869 10.8650810 12.0347121 10.5717124 9.5550053 NA 2.5809896 8.6519726 9.2113977 7.9757695 10.4363140 TCGA-21-1080 66 0 NA 3724 lung stage ib t2 n0 m0 male 1996 3724 no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 NA r0 white not hispanic or latino 1 1 6 NA 3 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5767972 NA -1.3150915 8.5147361 NA 3.9704119 2.8549332 -1.3150915 9.5147363 4.4923660 NA 7.0469570 1.2699906 3.5919068 -0.3149120 0.2699906 0.2699906 1.8143043 -1.3150915 6.7935383 11.3572178 7.4923684 -0.3149120 7.9210274 2.3854586 11.2858556 NA NA NA NA 7.9727260 0.2699906 12.3948340 8.7253032 11.8686489 12.1104917 4.4399023 NA 11.1157274 -1.3150915 9.7171626 3.5919068 1.2699906 NA 10.4811788 4.4682053 10.9441683 12.5351769 11.8113953 9.3459008 2.8549332 -1.3150915 9.5684206 -1.3150915 1.0069084 11.0229141 4.7073812 10.4099536 -0.3149120 9.0425655 5.0069398 4.3574394 NA NA 6.3992583 NA NA 9.1658037 3.9704119 -1.3150915 -1.3150915 10.8268013 NA 4.1444462 NA -0.3149120 -1.3150915 -0.3149120 8.6906381 -1.3150915 8.0922814 2.0069443 0.0421660 0.0270760 0.0270760 1.5761000 -0.7045100 1.9823000 1.3547000 0.0384890 0.0384890 0.0479780 0.0468420 1.4661000 0.7804100 0.0150280 -0.1759700 -0.0204120 -0.0204120 0.0034687 0.0262330 0.0262330 -0.7122100 0.0048579 0.0459910 -0.7024500 0.5784400 0.5784400 0.6853300 -0.0070576 -0.2051000 -0.1648100 0.0000000 0.0421660 0.0270760 0.0270760 0.0270760 -0.6858800 -0.6858800 -0.6858800 0.8349000 -0.7045100 -0.7045100 -0.7045100 -0.7211300 -0.6761400 -0.0038779 0.0384890 0.0384890 0.0479780 0.0418830 -0.7308000 -0.7088100 -0.7088100 -0.7088100 0.0319990 -0.7299400 -0.7299400 0.0183830 -0.7289400 -0.1312200 -0.1904900 -0.0204120 -0.7260800 -0.7260800 0.0262330 -0.0019399 -0.7122100 -0.6665200 -0.1397500 0.0048579 0.0048579 0.0048579 -0.6983000 -0.1094600 -0.7402800 -0.0419740 -0.0419740 -0.2051000 -0.1578400 -0.1578400 -0.1578400 -0.1787700 -0.730 0.000 -0.709 -0.146 0.000 0.000 -0.704 0.000 -0.712 -0.140 -0.140 -0.733 0.000 -0.702 -0.702 0.000 0.000 0.000 0.000 0.685 0.000 0.000 -0.205 0.000 0.000 0.149 0.835 -0.705 -0.705 1.355 0.000 0.000 0.000 0.000 0.000 -0.728 0.000 -0.709 0.000 -0.158 -0.158 -0.730 0.000 -0.709 -0.146 0.000 0.000 -0.704 0.000 -0.712 -0.140 -0.140 -0.733 0.000 -0.702 -0.702 0.000 0.000 0.000 0.000 0.685 0.000 0.000 -0.205 0.000 0.000 0.149 0.835 -0.705 -0.705 1.355 0.000 0.000 0.000 0.000 0.000 -0.728 0.000 -0.709 0.000 -0.158 -0.158 6.136224 8.216395 -0.314912 6.511561 5.208576 6.254870 11.111540 9.375011 10.163783 -0.314912 7.603877 -1.315092 1.492366 11.202683 NA 11.251068 7.277471 9.591904 10.728649 14.528051 3.894469 11.012847 11.448641 3.448425 8.979634 NA 3.932940 9.068718 10.108650 -1.190668 -1.315092 16.048447 7.388917 9.424794 4.412937 9.647910 9.186851 10.171849 12.127827 10.683604 -1.315092 10.067638 7.346792 10.916235 9.037057 8.360970 10.889585 6.419723 12.315382 11.905392 10.385453 13.698903 9.836664 6.459800 10.424794 9.514736 13.155037 10.668720 4.332328 12.535177 12.264683 10.505990 10.946815 7.033741 14.832523 9.468012 7.753792 11.614642 10.9579348 10.0965245 -1.3150915 9.9132310 11.5767972 11.3576598 14.6868391 9.8071944 9.0804621 8.4955852 9.5964056 10.2323901 14.2612321 9.5147363 6.4197226 10.8695790 5.6850122 5.2241715 8.3088951 11.7127468 -0.3149120 7.2662140 11.3765390 9.3697622 10.6348403 8.7253032 9.0114431 5.8549382 6.3432248 4.6157517 9.0676376 0.2699906 3.3288652 7.1154661 -0.3149120 9.3161906 1.4923660 10.9441683 14.4160938 11.6260611 11.4915631 10.8290344 2.8549332 -0.3149120 NA 10.3266137 9.4231058 2.6850207 11.0229141 11.7458783 5.1444462 6.9611383 10.4099536 13.7740915 10.9290799 8.6231228 7.2163947 10.4490558 8.2500203 10.2676259 6.5737562 9.9435796 TCGA-21-1081 69 1 284 NA lung stage iib t2 n1 m0 male 1996 263 yes 0 lung squamous cell carcinoma- not otherwise specified (nos) 45 NA r0 white not hispanic or latino 1 1 6 NA 2 3 1 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.652796e-06 1.525908e-06 19.811320754717 19.3396226415094 23.5849056603774 6.13207547169811 31.1320754716981 NA 12.7989261 NA NA 7.5351066 -0.8932497 0.6917128 2.5661819 NA 10.3137609 6.7967444 1.4286784 12.0888488 5.1179734 3.9141052 -0.3082872 0.9141052 NA 2.2766753 -0.8932497 7.6400764 11.2998098 8.2034616 3.8071900 9.5335355 3.3921525 12.4170043 NA NA NA -1.8932497 7.3137610 3.4286784 12.6309136 10.2083940 11.8705813 11.1434353 6.8649698 -1.8932497 11.0147638 3.4643023 8.6232542 1.6917128 NA 9.1214644 11.1326007 5.4286751 10.5012092 12.5453708 10.9553695 9.9992438 3.0609466 -1.8932497 9.2379604 0.6917128 3.3162037 8.8498980 3.4286784 8.8913815 NA 8.6992035 4.2564899 1.5661819 -1.8932497 -0.8932497 7.1915548 NA NA 9.2146173 4.6917072 -0.3082872 3.2766753 8.9356763 -1.5145732 0.4286784 2.0174944 2.1942132 -1.8932497 -1.8932497 9.3892557 NA 8.0725308 1.4866629 0.62406000 0.33707000 0.35186000 1.88110000 -0.10605000 1.02680000 1.02680000 -0.05630700 -0.05630700 0.99343000 0.99343000 3.65690000 0.71133000 -0.08244600 -0.07211600 0.05394800 0.05394800 3.65690000 -0.07534500 0.62133000 -0.07000100 0.30713000 0.00000000 0.00000000 0.95120000 0.95120000 1.09960000 0.33238000 1.34750000 0.23581000 0.63573000 -0.08479300 0.34583000 0.35186000 0.35839000 -0.08983100 -0.08983100 -0.08983100 0.71867000 -0.10605000 -0.08333300 -0.08333300 -0.08333300 -0.07133800 -0.07133800 1.11340000 -0.05630700 0.99343000 0.29231000 -0.10368000 -0.07987500 -0.07987500 -0.07987500 -0.08244600 -0.09486700 -0.09486700 -0.74603000 -0.07211600 -0.07211600 0.00089696 -0.07731000 -0.09736300 0.76926000 -0.07761100 -0.07000100 -0.07000100 0.70026000 -0.09723200 -0.09736300 -0.09736300 0.30713000 0.00000000 -0.11195000 0.95120000 0.70176000 0.70176000 0.44291000 0.26122000 0.26122000 0.24340000 0.23581000 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.000 0.000 0.700 0.000 0.000 0.000 0.000 0.000 -0.112 0.839 0.624 0.624 1.100 0.332 0.702 0.000 0.337 0.337 0.719 1.474 -0.106 -0.106 1.027 0.000 0.000 0.000 0.993 0.993 0.000 0.711 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.000 0.000 0.700 0.000 0.000 0.000 0.000 0.000 -0.112 0.839 0.624 0.624 1.100 0.332 0.702 0.000 0.337 0.337 0.719 1.474 -0.106 -0.106 1.027 0.000 0.000 0.000 0.993 0.993 0.000 0.711 0.000 0.000 0.243 0.243 8.7159253 8.0696426 -1.8932497 8.6468744 7.0076138 9.2577631 10.9050158 9.0137799 10.1643999 2.6303123 5.9647267 -0.3082872 0.4286784 12.1114937 -1.8932497 10.8751377 8.0091215 9.4070991 10.5200545 14.8771781 3.1942132 11.8867736 12.3684742 1.2766753 11.0636671 -1.8932497 3.6613392 8.7057295 10.1137738 0.3020558 2.1942132 14.6143863 7.9317055 9.2847889 5.9584947 10.7020040 9.5465773 10.5705263 12.6239238 10.5046885 -0.8932497 9.0499939 8.5288112 10.6912394 10.0897401 10.5963436 11.2785488 7.8666348 11.9724547 10.7363308 12.0097810 13.8347202 10.8517906 7.3805425 10.1721627 5.3641347 12.8388609 10.7573496 5.6183414 12.5453708 11.8163689 10.4593418 9.8269908 6.8380656 12.9456333 10.9926336 0.1067503 13.0370681 11.4320520 9.5774054 -0.3082872 9.3427607 12.7989261 10.9678334 13.8219836 9.3933042 9.5198031 9.2934799 10.6231828 9.0083676 13.3542661 10.3137609 7.8666348 11.7197302 4.5161349 6.2360295 8.1565953 12.4275471 -1.8932497 7.5845048 11.7609350 9.9439802 10.1640614 10.2083940 9.1868979 7.0315595 4.8616329 3.8071900 9.1325781 1.6917128 0.1067503 7.8244229 NA 9.4920697 3.9893934 10.5012092 13.0979140 10.0818780 11.0793674 11.2738510 3.0609466 0.1067503 -0.3082872 11.7407634 9.8524209 4.1067503 8.8498980 11.2661449 7.3451515 6.5743513 8.8913815 12.6753558 10.6167689 9.0492610 5.1179734 7.6497785 9.4292494 10.0282156 6.8946492 10.3782095 TCGA-21-1082 61 0 NA 3644 lung stage ib t2 n0 m0 male 1997 3644 no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 1 1 5 NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.0210533 11.2054517 NA NA 7.4236580 4.9470723 3.5065004 3.9845438 NA 10.6963236 7.6060350 0.6991074 10.8552272 5.1254073 4.1585794 0.2841587 2.1585632 1.6991518 1.9845529 -1.3008038 7.8335707 11.6551572 9.6991442 5.1748778 8.7892565 3.0210710 12.2689997 -1.3008038 2.1585632 -1.3008038 -0.3008038 8.7571360 1.5065004 13.9835630 9.7523912 10.0114599 9.9061584 6.1667496 NA 11.5882678 1.2840995 8.7172747 4.9085968 -0.3008038 -0.3008038 10.8666720 6.4413523 9.6906659 11.8350137 9.9104240 10.4454863 5.6878278 NA 9.0643731 2.1585632 3.8690719 10.1243601 5.9470723 8.0322992 2.0210888 10.6261813 6.5817866 5.1909980 NA -1.3008038 7.1989901 1.8690818 6.6298811 8.6692500 6.4805043 NA 1.0210533 11.8492087 -1.3008038 4.8889672 1.8382660 2.9470676 -1.3008038 5.5446338 9.1647106 2.0210888 7.9037150 3.1585794 0.12727000 0.07671000 -0.52052000 1.80980000 0.16595000 0.77849000 0.15980000 0.16040000 0.16040000 0.12196000 -0.51795000 0.20610000 0.20610000 -0.58206000 -0.00013862 0.02482900 0.73416000 0.16325000 0.14176000 0.11067000 0.51874000 0.25149000 0.10002000 0.10891000 -0.01064600 -0.01064600 0.82275000 0.82275000 -0.02479800 -0.10985000 -0.76732000 0.12727000 0.76389000 -0.52052000 -0.06088300 -0.09498800 -0.60409000 -0.56575000 -0.57021000 -0.55997000 -0.54214000 -0.53439000 -0.59614000 -0.55587000 -0.55587000 0.10658000 0.18692000 -0.51519000 -0.51795000 0.20610000 -0.61085000 -0.58206000 -0.58206000 -0.58206000 -0.61143000 -0.61143000 -0.58048000 -0.58225000 -0.00013862 -0.73398000 -0.61901000 -0.56624000 -1.21260000 0.14176000 0.05466400 0.11052000 -0.10657000 -0.00263220 -0.63840000 -0.63840000 0.25149000 0.10891000 0.51839000 -0.01064600 0.18707000 0.11374000 0.59566000 -0.18760000 -0.10985000 -0.10985000 -0.10985000 -0.580 -0.580 -0.582 0.000 0.000 0.000 0.143 0.142 0.111 0.000 0.000 -0.186 0.128 0.100 0.100 0.000 0.000 0.127 0.127 0.823 0.823 0.114 0.587 -0.521 -0.521 -0.570 -0.060 -0.534 -0.534 0.000 -0.556 0.160 0.160 0.000 -0.462 0.206 0.206 -0.582 -0.582 -0.110 -0.110 -0.580 -0.580 -0.582 0.000 0.000 0.000 0.143 0.142 0.111 0.000 0.000 -0.186 0.128 0.100 0.100 0.000 0.000 0.127 0.127 0.823 0.823 0.114 0.587 -0.521 -0.521 -0.570 -0.060 -0.534 -0.534 0.000 -0.556 0.160 0.160 0.000 -0.462 0.206 0.206 -0.582 -0.582 -0.110 -0.110 8.7089728 8.7061714 1.8690818 7.7839523 8.0741838 10.1005570 10.5691234 8.4056401 9.4321594 3.1585794 6.7325677 0.2841587 1.6991518 12.0395506 -0.3008038 10.8106059 7.5225117 8.5817873 10.8699330 13.9259326 4.4270630 11.1058806 12.1307723 3.1948435 9.0978878 -0.3008038 3.7866068 9.6022728 10.1053438 4.7201799 3.6533352 15.5999638 7.4739314 9.8050527 4.9659320 11.7361762 9.3777443 9.726359 12.074184 10.374219 NA 9.549331 9.177914 12.429296 9.259477 9.404776 8.491934 7.612033 9.463136 10.307399 10.456534 13.926346 11.141829 7.812886 10.639091 7.150356 12.941202 12.069287 5.251583 11.835014 12.413497 10.752391 10.972648 7.112772 13.789828 11.296498 3.222712 10.708273 10.1677681 10.3948075 1.8690818 8.5320340 11.2054517 9.9723569 13.6900409 9.1534434 9.8892651 8.6090372 9.8122351 10.4976160 15.1183801 10.6963236 7.6120332 10.8908203 8.6075367 6.4739314 10.4796839 10.8671894 NA 8.2916013 11.1606236 9.7812932 8.5725881 9.7523912 9.3812609 7.9327640 7.6735585 6.1254093 9.5422801 -1.3008038 1.5065004 8.1524147 2.6060394 9.4422956 5.3284990 9.6906659 12.8151631 10.7952004 10.9113365 10.6135293 5.6878278 1.0210533 0.2841587 11.4372364 9.5024681 3.6060394 10.1243601 11.2671002 6.7652337 6.0478721 8.0322992 12.8726651 10.4418747 9.5367721 2.6060394 8.2556504 10.1520442 10.0311807 8.5586790 10.1677681 TCGA-21-1083 75 1 1315 NA lung stage ia t1 n0 m0 male 1997 267 no NA lung squamous cell carcinoma- not otherwise specified (nos) 240 NA r0 white not hispanic or latino 4 3 5 NA 3 1 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.78927019 11.22639985 NA 2.71527839 8.30812193 0.05227677 2.16777539 3.51173368 NA 3.27469403 5.27469776 4.51174001 10.43023990 9.66271608 4.05230285 NA 3.16779144 0.46738383 1.92675853 -1.53282488 7.63726898 11.59420968 8.55215225 4.80719519 8.72119149 3.99090949 10.54148541 -1.53282488 -1.53282488 1.46733166 0.05227677 10.56964773 10.83803136 14.80475676 8.86287815 11.29567878 11.69736434 5.65716837 0.05227677 11.85172297 -0.53261617 9.84163904 4.51174001 -1.53282488 NA 10.09928481 6.00627109 12.11153819 11.73325192 10.47787198 8.50589252 6.34998620 NA 9.44390808 NA 1.78927019 10.90379518 4.99090495 10.15821494 3.82490020 8.98107146 6.09670040 5.67679771 0.05227677 1.46733166 7.15384485 NA NA 9.94914342 5.18158761 NA -1.53282488 11.18223338 0.94245820 4.30023357 2.18982456 9.08816863 5.83366684 -0.53261617 9.27791549 8.48136434 4.95919519 4.30023357 -0.067190 0.900500 0.248710 0.611540 -0.529000 -0.519480 0.115650 0.302540 0.302540 -0.503600 0.252300 -0.070804 0.374180 -0.506910 0.181170 0.245600 0.296760 -0.194500 -0.517430 -0.517430 0.000000 0.321830 2.400600 1.506400 0.051956 0.051956 0.282550 0.298830 0.185710 -0.133900 -0.509080 -0.067190 0.278520 0.248710 -0.284420 -0.502710 -0.940780 -0.940780 0.576480 -0.536900 -0.533380 -0.531050 -0.518870 -0.543300 0.141620 0.337070 -0.135100 0.252300 0.265920 -0.947370 -0.506390 -1.292900 -0.517710 -0.506910 0.330110 0.275530 0.275530 -0.520200 0.181170 0.287230 0.296760 0.296920 -0.261910 -0.517430 -0.395300 0.004719 0.295650 -0.486700 -0.509600 0.274900 0.321830 -0.928380 -0.148620 0.051956 -0.554190 -0.928080 0.185710 -0.101180 -0.101180 -0.101180 -0.095073 0.276 0.276 -0.520 -0.520 0.246 0.246 -0.262 -0.517 0.000 0.296 -0.191 -0.235 0.275 0.000 0.000 -0.149 0.000 0.000 0.000 0.299 0.299 -0.518 0.186 0.279 0.279 -0.503 0.612 -0.533 -0.533 0.104 0.104 0.303 0.303 -0.504 -0.251 -0.877 0.374 -1.293 -1.293 -0.101 -0.101 0.276 0.276 -0.520 -0.520 0.246 0.246 -0.262 -0.517 0.000 0.296 -0.191 -0.235 0.275 0.000 0.000 -0.149 0.000 0.000 0.000 0.299 0.299 -0.518 0.186 0.279 0.279 -0.503 0.612 -0.533 -0.533 0.104 0.104 0.303 0.303 -0.504 -0.251 -0.877 0.374 -1.293 -1.293 -0.101 -0.101 7.09305305 8.10939556 1.05227677 7.65963705 7.01423811 10.85131812 10.26662552 8.18443751 9.30023403 3.37423269 6.31283396 NA 0.46738383 10.89884154 0.05227677 10.90925063 7.92677573 9.24870370 11.64813419 13.88789632 8.94611352 10.75101107 11.97241110 2.41686676 4.55480371 0.05227677 2.55480984 8.42299402 9.55015170 0.87058172 4.13977234 13.93622247 7.95919693 9.98992550 5.27469776 11.47121317 9.18502035 10.356087 11.553812 10.138443 3.959195 9.999700 9.624059 10.681359 10.010859 8.412788 11.676188 7.676797 9.608787 8.670692 12.074674 14.275026 13.072939 6.724732 10.912617 8.181590 12.855227 11.254634 4.431971 11.733252 11.547995 10.344628 10.972907 7.533433 13.075203 2.715278 4.421540 10.977119 10.7072407 11.4521184 1.7892702 9.7915245 11.2263998 12.0614352 13.6600979 9.8867775 9.7093927 8.5534803 9.7486944 9.3988202 15.5626276 3.2746940 7.6767970 11.2827272 6.6621001 5.7057485 9.7428864 10.1725443 -0.5326162 8.0123083 11.4109576 10.2835276 8.1538443 8.8628781 9.3384790 7.2020533 6.8809720 5.4673447 9.7259100 2.4673317 6.3190922 7.6094506 -0.5326162 10.0065027 4.3253216 12.1115382 14.3718609 11.3330772 11.6438288 11.4260779 6.3499862 6.9267751 0.4673838 11.0435920 9.3438608 4.8423855 10.9037952 12.0057754 5.3499880 7.1884435 10.1582149 12.2682438 10.8146884 10.5581180 4.7152729 4.5758690 10.0951832 10.2421310 7.5494928 11.1948390 TCGA-21-5782 68 1 962 NA lung stage ib t2 n0 m0 female 2004 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 48 1953 r0 white not hispanic or latino NA NA 1 1 1 4 3 1 1 3 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 1.172175e-05 3.433293e-06 8.9041095890411 37.8995433789954 27.8538812785388 6.16438356164384 19.1780821917808 0.1681285 12.8258878 4.2555838 5.2125188 7.7605796 5.9754766 4.1681205 6.3666177 2.9754835 8.3127809 7.1454023 4.1681205 12.1779514 6.9230101 6.0507651 6.2766474 6.2125168 4.1681205 3.7530803 3.9754743 7.3076744 11.5229231 9.2395852 5.4535242 8.7828325 3.4900566 11.7666406 4.4160493 5.3380464 2.7530910 4.1681205 6.0010118 2.7530910 14.3793913 10.3089525 11.6011865 11.5604402 6.8263337 3.7530803 11.6654756 3.6275601 8.8465115 5.5943873 5.4535242 3.4900566 11.2758237 5.1681245 10.3305140 11.8668274 11.8870837 9.9050489 5.4535242 4.5604398 10.3665678 2.4900566 4.0750106 10.9994300 3.1681285 7.5859750 1.7530910 9.2818649 5.2555838 5.6599759 4.6916849 2.9754835 7.0629409 2.1681285 5.7227119 8.1454028 7.1904904 1.1681285 4.4160493 11.3380477 1.1681285 3.8685584 3.4296561 5.3380464 4.4900502 0.1681285 9.1511163 4.1681205 7.2766474 5.0536979 -2.9091e-03 2.4829e-02 2.7919e-02 2.3687e+00 1.9771e-01 1.3417e+00 1.6493e+00 1.9643e-02 1.9643e-02 8.3351e-03 1.9783e-02 -4.4264e-01 7.5624e-01 2.4268e-02 3.6569e+00 5.0116e-01 7.3609e-03 2.4031e-01 3.2036e+00 2.4969e-02 3.0310e-02 -1.5243e-03 5.1525e-01 9.7276e-03 -6.6386e-02 -6.6386e-02 5.4312e-01 -1.7254e-02 -2.0687e-02 -8.6916e-02 4.8303e-01 -2.9091e-03 2.4829e-02 -4.9133e-01 -3.9914e-03 -5.0598e-01 -5.0598e-01 -5.0598e-01 5.1507e-01 -5.1270e-01 3.6370e-02 -4.8942e-01 -4.8942e-01 -4.9350e-01 -5.0639e-01 1.5726e-01 2.3847e-02 8.3351e-03 1.0703e-02 -5.0183e-01 -4.4822e-02 -5.1979e-01 2.4268e-02 -5.2328e-01 -5.2961e-01 -5.2961e-01 -1.8902e-02 -5.0598e-01 1.3492e-02 -3.7383e-05 -4.3873e-02 -1.7391e-02 -4.8722e-01 1.1811e+00 0.0000e+00 0.0000e+00 -8.3005e-03 1.9418e-03 -5.1063e-01 -2.6441e-02 -1.5243e-03 -4.8123e-01 -8.4130e-02 -6.6386e-02 8.7528e-03 8.7528e-03 -8.3997e-02 -8.3333e-02 -8.3333e-02 -8.3333e-02 -8.6916e-02 0.000 0.000 -0.493 0.000 0.494 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.506 0.009 -0.463 -0.463 1.342 0.878 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 -0.493 0.000 0.494 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.506 0.009 -0.463 -0.463 1.342 0.878 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 -0.446 0.000 0.000 10.352998 7.745551 3.338054 6.854623 6.691685 10.574328 10.319139 9.061576 9.820968 5.659976 7.715017 4.416049 2.753091 11.861610 3.753080 11.823206 7.975478 9.902832 10.534478 15.206099 5.782833 11.408914 10.577514 3.891682 9.411297 3.753080 3.627560 9.380011 10.276595 3.761477 3.868558 15.053724 7.098861 8.703398 5.627554 9.928011 10.303832 9.728456 12.964974 10.152541 4.416049 9.709219 9.861610 11.390314 9.703398 8.184931 10.153965 8.173747 10.932057 11.681850 11.033856 13.916001 11.187018 7.050766 11.208412 9.487795 12.228143 10.993081 5.523562 11.866827 11.581751 10.863351 10.549666 6.168123 13.505361 12.788113 4.338046 10.173747 11.209097 11.426100 4.168121 8.952758 12.825888 10.654958 15.716613 10.463892 9.911695 8.978694 10.122319 10.366568 15.057389 8.312781 8.173747 11.887939 7.396941 6.377577 10.445410 12.054962 1.168129 7.659976 10.686776 9.889222 9.623450 10.308953 8.722712 9.242264 5.525674 5.416049 9.534445 5.075015 4.338046 9.131019 3.338054 9.460444 4.975479 10.330514 12.691440 10.831681 11.419013 10.768036 5.453524 6.168123 6.212517 12.448894 11.417236 6.357948 10.999430 11.659976 6.675918 5.923011 7.585975 12.860738 11.336795 8.416050 2.490057 8.507973 9.827209 9.350517 8.695600 9.569002 TCGA-21-5783 76 1 2680 NA lung stage ib t2 n0 m0 male 2004 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 6 3 NA NA 3 3 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.7843835 12.3310324 NA 3.4251236 8.9588148 7.4153362 0.2156165 2.9160944 NA 7.4941132 5.5375912 7.8667151 11.5883926 9.9879781 6.6668744 -1.7843835 8.5375916 1.0230424 2.4817123 -0.1994210 6.7586949 11.6152085 9.4635910 6.6994795 8.8818876 1.9160944 9.4183995 3.3449421 4.4635898 0.5375446 2.6750933 9.7030012 NA 14.0787718 11.3422067 11.0544735 11.3393000 6.7470449 6.1986572 9.9780456 5.1581795 9.3364847 4.4824482 NA 7.0133249 12.0544745 3.9705500 11.9088238 10.9207040 12.4406450 10.2415125 5.0611541 NA 9.6929159 4.5555156 7.7392257 10.5134396 2.2156786 10.2282880 4.5010633 10.8590688 7.7155097 4.5375943 NA -0.1994210 7.1698599 4.6750933 NA 9.3513728 6.9604978 0.2156165 -1.7843835 11.4452335 3.4379335 0.5375446 2.3839945 7.0823865 8.5443385 1.2156786 8.8568121 0.8006618 7.2015055 0.4726957 0.0012247 0.7126400 -0.0349080 0.4351300 -0.0459100 3.0058000 2.8753000 -0.0650490 -0.1528600 0.3267200 0.3749500 1.0007000 1.4228000 -0.4106900 -0.4033000 0.0305870 -0.0012517 -0.0242550 -0.0260340 0.4464600 0.0328400 0.0703820 -0.4212300 0.7711700 -0.0076145 0.1135900 0.3977800 0.3977800 0.4862900 0.0258070 0.0542290 0.0012247 1.3376000 -0.8751000 -0.0515910 -0.4244100 -0.4202500 -0.4672900 0.3228300 -0.0419780 -0.0033287 -0.0276760 -0.0588700 -0.0188160 -0.0128550 -0.4711000 -0.1029000 0.3284900 0.3583800 -1.2929000 -0.5296100 -0.4163000 -0.8063400 -0.0248030 0.4126100 0.4126100 -0.6544500 0.3813800 -0.4375600 -0.4375600 0.0030214 -0.4520600 -0.4417800 -0.0260340 -0.0448260 0.0328400 0.0251050 0.4198200 -0.3917400 0.0499620 0.0703820 0.8046000 -0.3438900 0.1135900 -0.0961800 -0.8729900 -0.3892000 0.0748350 0.0622180 0.0622180 0.0696640 0.004 -0.409 0.358 -0.438 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.392 0.000 0.307 0.728 -0.336 0.000 0.000 0.000 0.381 0.000 0.000 -0.270 0.713 0.000 -0.424 0.383 0.000 0.000 0.455 0.000 -0.103 -0.103 0.753 0.327 0.607 1.423 -0.364 0.000 0.000 0.000 0.004 -0.409 0.358 -0.438 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.392 0.000 0.307 0.728 -0.336 0.000 0.000 0.000 0.381 0.000 0.000 -0.270 0.713 0.000 -0.424 0.383 0.000 0.000 0.455 0.000 -0.103 -0.103 0.753 0.327 0.607 1.423 -0.364 0.000 0.000 0.000 9.2545825 8.6954437 -0.1994210 6.3654108 7.5217253 9.9452843 10.9440093 9.0627208 10.8475227 -0.1994210 7.6058328 NA -0.1994210 12.4746712 5.3449456 11.1164228 9.0422120 9.6414041 11.1665438 14.3220833 4.7234603 10.8756594 10.9653235 0.8006618 9.9208639 0.5375446 2.3031378 8.9316254 9.5448937 NA 5.3241877 13.6859093 8.7702522 9.3169827 8.3163259 10.2994752 10.5767849 11.274501 12.377425 10.469806 6.334604 9.074422 8.067413 10.888310 10.703001 8.839545 11.356014 8.116531 11.928598 6.067413 11.089300 13.476546 11.690764 7.992097 11.253897 11.930446 12.568121 10.237685 5.340715 10.920704 12.135365 10.308751 10.943371 8.821143 13.228078 9.038234 5.226890 11.096969 10.9757597 11.2924791 3.8006307 10.2463306 12.3310324 10.9363353 13.7042879 9.5972066 10.5793959 8.8220689 10.0744217 9.7214750 13.6971792 7.4941132 8.1165306 12.0385331 8.2559534 6.5465797 7.8774418 13.3247596 2.1225402 7.6292918 11.0507270 10.3692155 9.7601451 11.3422067 8.1567111 6.4348317 5.1698609 4.4635898 9.5033760 NA 7.1756653 9.2884661 NA 9.1749412 10.7926202 11.9088238 13.4442192 11.3067683 11.7087684 11.9793946 5.0611541 -0.7843835 6.0674128 12.2520947 11.5240026 7.0197942 10.5134396 11.9087148 7.1013601 6.9333401 10.2282880 11.7447280 10.2723012 9.1427006 5.6165430 4.8880905 9.0060040 10.3783695 8.6513337 11.3462341 TCGA-21-5784 80 0 NA 1268 lung stage ib t2 n0 m0 female 2008 908 no NA lung squamous cell carcinoma- not otherwise specified (nos) 14 NA r0 white not hispanic or latino NA NA 2 4 2 5 4 1 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6.41575e-06 1.838026e-06 7.98319327731092 24.7899159663866 36.9747899159664 6.30252100840336 23.9495798319328 NA 10.6049680 1.6305453 -0.1767398 7.1360816 NA 6.7180163 5.4657558 2.4081684 9.4580095 5.1085997 -1.1769029 6.4598234 3.2826325 6.0711255 2.1451231 NA NA 2.1451231 -0.1767398 8.6192380 10.2645865 7.5236380 6.1269790 8.4212511 3.1451231 12.6406819 NA 5.0520159 -0.1767398 1.1451557 6.5511191 1.1451557 15.4076326 10.5822544 12.6214678 12.4900882 5.9000142 NA 11.5878628 -0.1767398 8.8291037 3.8675901 NA NA 9.2892240 3.6861419 9.3987377 13.0184938 9.5348655 10.9849855 4.6045577 -1.1769029 9.2198033 -0.1767398 2.5236372 10.4203200 5.3930558 10.4858669 0.8231787 6.4742494 6.6624021 5.8004780 1.4081684 0.4081684 6.4305295 1.4081684 -1.1769029 8.4652501 4.9729453 NA -1.1769029 9.4849767 0.8231787 4.8892886 2.7300965 1.1451557 1.1451557 6.9264858 8.1630483 1.1451557 6.8231991 NA 0.33577000 0.00180300 0.00180300 0.54206000 -0.01271600 0.74411000 0.77118000 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0.000 0.000 0.109 0.000 0.000 0.580 -0.164 0.000 0.000 0.336 0.000 0.328 0.328 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.000 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.336 0.160 0.160 0.000 0.173 0.000 0.000 0.000 0.109 0.000 0.000 0.580 -0.164 0.000 0.000 0.336 0.000 0.328 0.328 0.000 0.000 0.000 0.000 7.6078333 7.2826298 0.4081684 6.8621178 6.5374436 8.9040162 9.2969043 8.5764152 11.5634009 1.1451557 6.6686879 0.4081684 1.8231787 11.4142533 NA 10.8410509 7.8865934 8.3662304 10.3855268 13.7929897 6.0993226 10.8778028 10.4053405 NA 10.0240972 NA 5.5913832 9.7627778 10.3014576 6.7811131 -1.1769029 15.4187620 7.0758642 9.5079472 4.0711277 10.6204547 8.3190534 9.1741377 12.0403989 10.5240717 -1.1769029 8.6827334 7.7300890 11.9985922 9.2979184 7.4670544 9.5494168 3.5780813 10.3039635 10.3686457 10.2463145 13.7832457 10.4452504 6.8288232 9.8054792 9.4081609 13.4874791 10.3531170 4.5205857 13.0184938 10.5395893 10.7431792 9.6337701 7.1086008 13.6130536 10.9245177 -0.1767398 12.3407449 11.0952450 12.4755954 2.1451231 7.8511044 10.6049680 10.6004538 15.2131140 9.0411562 7.5576712 9.6481573 10.7554133 8.5713913 16.2349081 9.4580095 3.5780813 10.1091786 7.1541153 5.8566222 9.8246067 12.1960636 NA 8.4323774 10.4809635 9.2588689 9.7383309 10.5822544 8.6718216 6.9576245 6.9000142 4.6811794 8.6224802 NA 4.0711277 7.2494634 1.4081684 8.4081612 5.8566222 9.3987377 12.6094682 9.9550556 9.1496280 10.8235508 4.6045577 -0.1767398 4.6560902 10.5075088 10.6776774 5.6686893 10.4203200 10.4447925 5.7889832 4.5511161 10.4858669 12.5463262 10.5621352 8.5009183 1.8231787 10.6401822 9.7282018 8.7012496 7.6655491 10.1086008 TCGA-21-5786 64 0 NA 1032 lung stage ib t2 n0 m0 male 2009 661 no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1959 r0 white not hispanic or latino NA NA 6 3 2 3 3 3 1 2 1 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 4 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 6 0 0 0 0 4 0 0 0 0 0 4 7 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 1.127091e-05 3.086496e-06 12.6794258373206 19.377990430622 35.8851674641148 8.85167464114833 23.2057416267943 NA 11.88731625 -0.57067863 6.56884537 7.36593220 4.80433240 3.28728020 2.95285538 NA 11.32221644 6.04400498 -0.57067863 10.32827336 11.16336872 5.58916424 -1.57089292 NA NA 1.42926780 0.01421244 7.07675254 11.43912281 6.83868458 1.88873351 8.94991277 2.59922256 11.46872738 NA 2.23664568 -1.57089292 0.01421244 7.04031931 0.01421244 14.10354028 10.23624649 10.59827968 12.41789014 5.62896602 NA 10.36224708 7.75796930 8.51213521 2.01424816 NA 6.46271656 11.12146287 3.23664568 9.62281965 10.60954528 11.43298779 9.44951722 5.76914492 NA 9.04767961 NA 2.12974461 11.21780864 3.33618340 10.41406871 NA 9.94104687 5.89689908 3.78684724 NA NA 5.62896602 0.42932137 NA 8.88564849 5.08750527 NA NA 11.25703384 -0.15923466 2.59922256 1.01428387 1.01428387 9.49268922 NA 8.39652044 6.51144274 7.95481514 0.42932137 0.201370 2.898400 -0.236580 0.715840 0.204270 1.350100 0.478730 0.196640 0.196640 -0.308860 1.451900 -0.307450 0.817370 -0.287150 1.433300 2.407900 1.026200 0.526250 0.325430 0.325430 0.558150 0.374300 0.484230 -0.297800 0.642130 0.642130 2.069600 3.656900 0.122110 -0.077078 -0.235820 -0.228160 1.319100 -0.279290 -0.277270 -0.289280 -0.286200 -0.286200 0.715840 -0.255030 -0.222800 -0.246790 -0.271840 -0.288690 -0.288690 0.184190 -0.259140 0.628790 -0.181310 -0.342510 -0.287150 -0.287150 -0.287150 -0.287150 -0.303450 -0.303450 0.574340 -0.327490 0.114620 0.066095 0.167600 -0.245620 -0.245620 -0.124990 0.472380 -0.292840 -0.321700 0.520830 3.656900 -0.330170 0.374300 -0.297800 0.447990 0.642130 -0.282750 -0.282750 0.122110 0.266760 0.266760 0.000000 0.283880 -0.303 0.271 -0.154 0.115 2.408 0.168 -0.246 0.325 0.417 -0.322 0.521 -0.325 0.050 0.484 -0.298 -0.306 0.336 -0.216 -0.023 2.070 2.070 -0.283 0.122 0.223 -0.232 -0.286 0.430 -0.223 -0.223 1.061 -0.289 0.197 0.018 -0.295 -0.295 -0.017 0.290 -0.287 -0.287 0.266 0.000 -0.303 0.271 -0.154 0.115 2.408 0.168 -0.246 0.325 0.417 -0.322 0.521 -0.325 0.050 0.484 -0.298 -0.306 0.336 -0.216 -0.023 2.070 2.070 -0.283 0.122 0.223 -0.232 -0.286 0.430 -0.223 -0.223 1.061 -0.289 0.197 0.018 -0.295 -0.295 -0.017 0.290 -0.287 -0.287 0.266 0.000 7.48999002 8.21229258 1.01428387 8.33468134 6.67722210 9.04584319 11.29869526 8.61116685 9.43842302 2.75122804 6.40657408 NA 0.01421244 11.72017704 2.82160818 9.96699795 7.84080498 9.62035346 11.06163743 13.85860287 5.17076232 10.82053784 10.60203424 2.01424816 10.63019285 1.42926780 4.83868458 8.76803045 10.11360010 -1.57089292 2.12974461 14.37462373 7.69842061 8.95187566 4.18418506 10.34293169 8.91612936 10.450621 12.011907 10.531270 3.336183 10.667699 7.476418 13.126805 10.127565 8.754600 10.513106 7.674847 10.544009 6.108775 11.072925 13.829473 12.177487 6.799982 12.060585 8.539125 12.475651 11.249872 4.062433 10.609545 11.044234 9.740475 10.842393 9.124523 14.206963 8.876378 1.599223 9.632030 10.8864185 10.1482551 NA 9.0928523 11.8873162 10.6088924 14.1138223 10.0545464 9.1558018 8.7467068 9.7724799 9.5227118 14.0115244 11.3222164 7.6748469 11.3303497 4.8722378 5.3950799 10.1862674 12.0183601 0.4293214 7.4208159 11.5860093 9.4186888 9.5101118 10.2362465 6.1435404 8.2542529 5.5992196 8.6772217 7.1774873 0.4293214 NA 7.4791424 0.4293214 8.9896270 9.8999531 9.6228196 13.5431584 11.2769388 10.8373585 11.1949947 5.7691449 6.9915366 0.4293214 11.0352367 10.6246664 5.6772207 11.2178086 11.5811036 5.4516628 5.7868472 10.4140687 13.3486697 10.1065734 8.7421770 4.6581143 5.4516628 8.3916844 9.5227118 8.5841124 10.7184485 TCGA-21-5787 65 1 329 NA lung stage iiia t2 n2 m0 male 2009 307 yes 0 lung squamous cell carcinoma- not otherwise specified (nos) 100 1956 r0 black or african american not hispanic or latino NA NA 6 4 2 1 4 3 1 3 NA NA 4 0 0 4 0 0 0 0 5 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 5 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 1.189515e-05 3.467973e-06 11.7777777777778 22.6666666666667 38.6666666666667 6.88888888888889 20 NA 11.1825160 NA NA 7.2203570 NA 0.5479433 3.9054857 NA 9.5014007 2.8698517 4.5702990 9.6373822 3.4059107 15.5741742 7.1809266 NA 0.1329058 0.1329058 -0.4520567 9.2379298 10.6759261 9.3094829 2.7958500 8.0073632 3.7573860 11.2803112 -1.4520567 NA NA -0.4520567 4.5252107 -1.4520567 15.0803334 9.8855536 9.9673653 9.0626458 4.5702990 NA 10.6004998 -0.4520567 8.8736533 2.8698517 NA 2.7958500 10.4875147 5.1933736 10.6508916 10.7010594 10.0512606 10.4626233 1.8698714 NA 8.2274119 -1.4520567 5.2893992 10.8170585 6.9573226 8.6823580 -1.4520567 8.2238888 5.7767515 2.5479433 -0.4520567 2.6354062 9.1310145 -1.4520567 NA 8.7488305 4.6353945 0.5479433 NA 10.8659096 6.5575924 6.0317481 0.7958500 3.2483678 6.9359488 3.2483678 8.7290840 7.3934222 7.0277125 4.6528995 0.7092500 0.0465520 -0.2902400 0.1442800 -0.2657700 1.1032000 1.1355000 0.6656700 0.6656700 -0.1908700 0.2537000 -0.3369900 3.6569000 -0.2018700 -0.2130500 -0.2332100 0.2168300 -0.6582700 0.0503860 0.0545120 -0.1863500 0.1536700 -0.2245400 -0.2245400 0.4223300 0.4223300 -0.2215800 0.6196900 -0.2820400 0.0000000 -0.1010500 0.3349600 0.0438590 -0.3129600 0.4151200 -0.3805600 -0.3805600 0.0262270 0.1500900 -0.3025200 -0.3321300 -0.2932000 -0.3294800 -0.3367600 -0.3352600 0.6918500 -0.2913000 -0.2824600 0.2537000 -0.3187900 -0.2342500 -0.2018700 -0.2018700 0.2202100 0.3502200 0.3502200 0.2649800 -0.2262600 -0.2130500 -0.2130500 0.1428100 -0.6483700 -0.6483700 0.0503860 -0.1798000 -0.1798000 0.1447300 -0.7054100 -0.2766700 0.1536700 0.1536700 -0.2113200 -0.2945000 0.4223300 -0.2255200 -0.2374100 -0.2760800 0.0044351 0.0044351 0.0000000 0.0000000 0.274 0.274 -0.190 -0.190 0.217 0.217 -0.607 0.000 -0.180 0.145 0.145 -0.123 0.154 -0.225 -0.225 0.128 0.422 0.191 0.191 -0.222 0.398 -0.237 -0.282 -0.292 -0.292 -0.381 0.150 -0.297 -0.297 0.785 -0.318 0.666 -0.205 -0.203 0.051 -0.041 0.278 -0.202 -0.202 0.000 0.000 0.274 0.274 -0.190 -0.190 0.217 0.217 -0.607 0.000 -0.180 0.145 0.145 -0.123 0.154 -0.225 -0.225 0.128 0.422 0.191 0.191 -0.222 0.398 -0.237 -0.282 -0.292 -0.292 -0.381 0.150 -0.297 -0.297 0.785 -0.318 0.666 -0.205 -0.203 0.051 -0.041 0.278 -0.202 -0.202 0.000 0.000 7.2552911 6.7228581 1.3552982 1.1329058 5.9573226 8.7488305 10.3181827 7.8373744 11.8862503 NA 7.9488111 NA 0.1329058 12.0733302 0.1329058 9.9071322 5.4548207 9.7604282 11.0718391 13.5245854 9.4563244 10.8813667 10.8425525 -1.4520567 5.0236634 NA 2.9402419 9.4190669 9.8327443 3.2915594 NA 12.4879700 8.7982301 9.4442641 8.6247472 9.6791456 9.0397849 10.168610 12.339909 10.392245 NA 5.786338 7.312803 12.483005 9.523780 8.462317 11.546346 6.757385 7.907681 10.378051 10.797934 14.039190 9.642009 6.586850 9.681716 7.140389 13.443980 10.582387 3.738552 10.701059 11.119447 10.640028 11.126069 4.635395 13.974975 4.191792 2.248383 9.509382 10.807675 11.875765 1.355298 8.335834 11.182516 11.062646 14.731604 9.392637 9.543056 8.301149 10.101561 9.580666 16.378292 9.501401 6.757385 11.051757 7.019607 6.387135 10.036274 12.559945 NA 8.852853 10.732807 9.066585 11.687803 9.885554 7.352063 10.374480 8.220357 3.355284 7.853993 -1.452057 NA 6.742688 1.132906 9.133833 1.355298 10.650892 14.432508 11.328266 10.498488 11.282430 1.869871 NA NA 11.253780 9.075409 3.502127 10.817058 12.343566 5.087089 6.742688 8.682358 13.546126 11.105874 9.291925 5.220357 6.869860 10.015451 9.651875 6.412118 10.815011 TCGA-21-A5DI 77 0 NA 979 lung stage ia t1b n0 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 4 4 4 2 1 1 3 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6463587 -0.5261611 2.9333649 7.9817260 NA 0.4739427 3.3808264 -0.5261611 10.4619057 6.1743705 -0.5261611 9.2437690 10.8009224 3.8662453 NA NA NA 0.4739427 NA 5.0285205 10.8511417 5.3808229 -0.5261611 8.5666885 3.8662453 12.3483363 NA NA NA -0.5261611 7.9001960 -0.5261611 13.6733704 10.4504954 11.4472698 12.4936956 4.8662503 NA 10.3052385 1.0588706 9.1045623 1.4739427 NA NA 10.9542973 3.6438562 10.2820910 13.1923281 11.0437868 8.7411157 4.2812828 NA 9.5087301 0.4739427 -0.5261611 10.3186369 4.1177865 9.9323378 NA 7.8270778 3.0588879 0.4739427 NA NA 6.8917837 -0.5261611 NA 10.0198609 5.4046681 NA NA 9.6625201 NA 2.6438562 -0.5261611 0.4739427 0.4739427 NA 8.0551316 -0.5261611 6.4962994 3.0588879 0.0312950 0.1006500 0.1496500 0.8796600 -0.0096806 1.4570000 1.2132000 -0.0319050 -0.0319050 3.6569000 0.4295700 1.3152000 0.3001100 -0.2465500 0.0213230 1.4882000 1.9411000 -0.2666200 -0.0264410 -0.0264410 0.0382060 -0.2173800 -0.2448400 -0.2448400 -0.2398500 -0.2398500 0.3367400 0.3367400 -0.1416800 0.0488300 0.0312950 0.0312950 0.1006500 0.1323200 0.1496500 -0.2631200 -0.2631200 -0.2631200 0.8796600 -0.0096806 0.0000000 0.0000000 0.0000000 -0.2604700 -0.2604700 -0.0319050 -0.0319050 0.4295700 0.4295700 0.0020805 -0.2465500 -0.2465500 -0.2465500 -0.2465500 -0.1316000 -0.1316000 -0.1316000 -0.2364300 0.0213230 0.0213230 -0.0631660 -0.2595000 -0.2595000 -0.0264410 0.0382060 0.0382060 0.0228650 0.0255310 -0.2310400 -0.2310400 -0.2173800 -0.2448400 -0.2398500 0.3111300 -0.0158790 0.1908600 -0.1416800 0.0445740 0.0111570 0.0369350 0.0369350 -0.132 -0.132 0.000 0.000 0.671 0.000 -0.260 0.000 0.000 0.000 0.000 -0.018 -0.231 -0.245 -0.245 -0.240 -0.240 0.000 0.000 0.337 0.337 0.191 -0.142 0.101 0.101 -0.263 0.880 0.000 0.000 1.213 0.953 0.000 0.000 -0.172 0.258 0.000 0.298 -0.247 -0.247 0.000 0.000 -0.132 -0.132 0.000 0.000 0.671 0.000 -0.260 0.000 0.000 0.000 0.000 -0.018 -0.231 -0.245 -0.245 -0.240 -0.240 0.000 0.000 0.337 0.337 0.191 -0.142 0.101 0.101 -0.263 0.880 0.000 0.000 1.213 0.953 0.000 0.000 -0.172 0.258 0.000 0.298 -0.247 -0.247 0.000 0.000 7.6287495 8.7360261 NA 4.4281290 8.1984450 9.9627756 10.7500556 8.8726749 10.9450983 -0.5261611 7.7593336 NA NA 12.2571341 NA 10.5647052 6.0437863 8.5373264 10.6270145 13.9099920 1.7958500 10.9642807 12.4350191 -0.4975676 5.5613934 2.4739427 5.6833849 9.6006357 9.2153813 -0.3244550 NA 15.0863390 6.9415371 8.0738438 3.9333649 10.3357935 9.0626458 11.028520 12.320793 9.895996 NA 9.693100 7.160432 11.209064 9.026600 7.201851 11.565367 6.043786 15.243000 9.715914 10.910122 13.697405 11.854663 7.215398 11.756151 9.505977 13.203764 10.646359 5.427663 13.192328 10.896522 9.578530 10.199297 8.103288 13.530381 11.025159 5.028521 11.009207 10.9491579 11.5359773 NA 8.5319230 11.6463587 9.9687867 13.4425071 8.9313119 9.5289424 9.6955184 10.0654536 8.5237799 11.5739364 10.4619057 6.0437863 11.0466314 9.2001492 5.8314821 5.8662478 13.5763170 NA 6.9817260 10.6134826 9.0266003 9.8226594 10.4504954 9.0886409 5.3319130 5.3068200 3.6438562 9.9158379 NA NA 8.0437869 NA 8.2845030 5.6833849 10.2820910 12.7997988 11.3523653 10.0821860 10.6141219 4.2812828 2.2812828 2.7958500 11.4615505 9.3565743 3.3808264 10.3186369 11.0489977 5.4281290 5.2552892 9.9323378 12.9557306 10.3898106 7.8270778 -0.5261611 5.6833849 10.8825740 9.8854421 6.9496645 10.5264992 TCGA-22-0940 71 1 669 NA lung stage iia t1 n1 m0 male 2000 648 no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1948 r0 white not hispanic or latino 3 3 2 NA 2 3 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6618181 NA -1.4188898 8.1045626 -1.4188898 1.5810137 4.2248584 -0.4190827 11.7073824 5.1201611 -0.4190827 10.9786751 2.8289362 4.3623577 -1.4188898 -1.4188898 -0.4190827 0.1659441 -0.4190827 7.9385528 10.4233508 8.6934399 4.6253932 8.7421326 4.1659602 12.3456648 5.7708264 1.5810137 NA 4.2534296 7.2284589 NA 15.2565021 10.8327788 10.7870991 12.0283421 7.0363275 NA 10.6888714 5.0728518 9.5130308 5.5117368 -0.4190827 NA 10.2677812 5.3131334 11.0756062 12.6703277 10.8675583 10.1757730 3.7509280 NA 9.5696851 NA 2.5809896 10.7018864 6.9473225 10.1398996 -0.4190827 7.4848825 6.8664024 5.2248584 0.1659441 -0.4190827 7.7658762 0.1659441 NA 9.3046614 7.3656357 NA -0.4190827 9.4598179 NA 5.6999402 1.3883549 2.3883549 7.5058131 2.6684596 9.4908936 1.3883549 7.9903916 4.5067606 0.1810200 0.0123760 0.0239870 0.5941500 0.0000000 0.8085000 0.8085000 -0.3928600 -0.1240800 -0.3948600 0.0153080 0.0012481 0.0012481 -0.3745900 0.0167050 0.0015255 0.0075000 -0.3958600 -0.3839600 -0.3912900 0.0127950 0.0115390 0.0202030 -0.3951900 0.5782600 3.0490000 0.0160060 0.0162860 -0.2560000 0.7256500 -0.3816800 -0.3816800 0.0179630 -0.4361500 -0.3807800 -0.3892900 -0.3892900 -0.3892900 -0.3892900 -0.3925200 0.0000000 0.0000000 0.0144700 -0.1334200 -0.1334200 -0.3928600 -0.1188700 -0.0056757 0.0058309 -0.0448220 -0.4184900 0.0047190 0.0047190 0.1557700 -0.1997500 -0.5992500 -0.1892300 0.0167050 -0.3899600 -0.3899600 0.0175570 -0.3838100 -0.3838100 -0.3820100 -0.3911800 0.0186630 -0.1857200 -0.1991200 0.0072146 0.0072146 0.0115390 -0.0623940 -0.3845900 0.1578600 -0.4247300 -0.0665200 -0.2670700 -0.1054900 -0.1054900 -0.1054900 -0.1054900 -0.194 -0.194 0.000 0.000 0.000 0.000 -0.384 -0.384 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 -0.385 -0.227 -0.382 0.181 0.000 0.000 0.000 -0.256 0.000 0.000 -0.193 0.394 -0.384 0.000 0.675 -0.133 -0.393 -0.124 0.000 0.000 0.000 0.000 0.000 0.151 -0.105 -0.105 -0.194 -0.194 0.000 0.000 0.000 0.000 -0.384 -0.384 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 -0.385 -0.227 -0.382 0.181 0.000 0.000 0.000 -0.256 0.000 0.000 -0.193 0.394 -0.384 0.000 0.675 -0.133 -0.393 -0.124 0.000 0.000 0.000 0.000 0.000 0.151 -0.105 -0.105 8.2657491 8.4818672 1.9029225 8.5753539 7.2030523 9.3923752 9.8342571 8.5564187 10.0582529 -0.4190827 6.9818800 -0.4190827 1.5810137 11.9142957 -0.4190827 11.0542522 7.2498852 9.1006368 11.0355517 13.6516666 7.1957108 11.1274127 11.2128597 0.5810137 8.4559818 NA 5.6362824 9.2770986 9.7459012 -1.3215675 3.4878850 14.3799026 8.3308698 10.5449804 7.6895249 10.9440402 8.9063059 9.409930 11.268595 10.377851 -1.418890 8.997798 7.805002 11.289007 9.724384 8.826553 10.925851 5.253426 10.095212 9.787404 13.474302 13.731224 11.546424 8.291807 10.754678 10.155594 13.639415 10.997534 6.582184 12.670328 11.181843 10.437426 10.383113 7.657816 14.758807 8.959295 NA 10.329613 10.9592954 13.1690124 2.7509280 9.2454479 10.6618181 10.4276662 13.6327180 8.1993862 8.4643922 8.6578161 10.2543096 9.4644075 17.2735956 11.7073824 5.2534258 10.6247114 7.7051216 5.0404322 9.8882014 14.0272115 NA 8.4758181 10.6641474 9.6443957 9.9152738 10.8327788 8.3275149 8.1659632 7.9363517 5.4878915 8.7683527 0.1659441 4.0728518 7.7509253 -1.4188898 8.8859221 6.8146196 11.0756062 13.7200722 10.9448615 11.3566108 11.6066592 3.7509280 1.3883549 6.8938840 10.6687949 9.7633948 4.6470900 10.7018864 11.4678402 7.1659632 4.9903922 10.1398996 11.9663237 10.8220899 9.6416965 NA 7.6737578 10.0556648 9.2356366 6.8194051 10.1748584 TCGA-22-0944 61 1 223 NA lung stage ib t2 n0 m0 male 2000 30 NA NA lung squamous cell carcinoma- not otherwise specified (nos) 38 1970 r0 white not hispanic or latino 1 2 5 NA NA NA 1 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 3.676051e-06 1.24847e-06 13.3802816901408 28.169014084507 25.3521126760563 6.33802816901408 26.7605633802817 NA 10.37829713 NA -0.65335508 7.29788104 -0.65335508 NA 2.87016741 NA 11.23133886 4.47587607 NA 8.31670195 6.69532435 3.25349013 0.66848225 0.34664492 -0.65335508 0.93153178 -1.65335508 7.29788104 11.38893935 7.92024327 3.15395122 8.49380102 2.34658819 10.30623569 2.66852763 -0.06839258 NA -0.65335508 10.74132659 NA 13.59900271 11.21888607 11.68366032 12.99775981 6.69532435 NA 11.70675721 -0.65335508 8.62737848 1.34658819 NA 3.20457897 10.14396566 3.43405437 11.06769518 13.80115232 10.80372034 9.98451131 2.87016741 NA 9.86574069 2.43405437 2.66852763 10.06384400 3.10148200 11.19051702 -0.65335508 9.07366548 3.80602497 2.93155069 -0.06839258 -1.65335508 5.89349084 -1.65335508 -1.65335508 8.91265016 3.39098403 -0.65335508 NA 11.16097816 -1.17820816 -0.65335508 -0.06839258 4.55604922 -1.65335508 3.80602497 7.46033794 1.93156960 6.68644590 -0.06839258 0.0414580 0.0895610 1.1162000 1.3694000 -0.1987500 0.6450600 0.6450600 0.0605080 0.0605080 0.2873900 0.5122800 0.0344100 0.0526680 0.3010600 0.0525250 -0.0866510 -0.0866510 0.0516540 -0.0971000 -0.0963080 0.3979500 0.0856540 0.9196600 -0.0430590 -0.5427000 -0.5427000 0.0506160 0.0774300 0.0928950 -0.0821370 -0.5568700 -0.5627400 0.0895610 -0.2779800 -0.2831100 -1.2698000 -0.5626700 -0.5626700 1.4030000 -0.5682300 -0.5421900 -0.5526700 -0.5526700 -0.5689200 -0.5702100 0.0605080 0.0605080 0.2873900 0.0000000 0.0344100 0.0434400 -0.1226500 -0.4969400 0.3010600 0.2726900 0.2726900 -0.3032800 0.0525250 -0.0031005 -0.0191770 -0.0887720 0.0202930 0.0202930 -0.0971000 -0.2193500 -0.2193500 0.0182430 -0.5966300 -0.5845200 0.0804560 0.0856540 -0.0457700 0.0716780 -0.5427000 -0.4869100 -0.5775300 0.0928950 -0.1009900 -0.0882420 -0.0882420 -0.0865180 0.273 -0.316 0.000 0.000 0.000 0.000 0.000 0.000 -0.219 0.000 0.000 -0.585 0.000 0.920 0.000 0.000 -0.543 -0.557 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 -0.550 -0.230 -0.553 -0.553 0.076 -0.569 0.000 0.000 0.287 0.000 0.000 0.000 0.000 0.164 0.000 0.000 0.273 -0.316 0.000 0.000 0.000 0.000 0.000 0.000 -0.219 0.000 0.000 -0.585 0.000 0.920 0.000 0.000 -0.543 -0.557 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 -0.550 -0.230 -0.553 -0.553 0.076 -0.569 0.000 0.000 0.287 0.000 0.000 0.000 0.000 0.164 0.000 0.000 8.5742120 7.9221354 -1.6533551 7.3772635 9.8364440 9.7874651 10.4707173 8.4180584 9.1723497 -1.6533551 6.0470366 NA 2.5945247 12.3595696 0.6684822 11.1777052 7.2564889 8.5064675 11.3677373 14.3380514 3.6320006 10.2740036 11.1987353 NA 9.7760028 1.1539350 2.3465882 9.8983042 10.3220858 3.5945247 -0.6533551 15.8337059 8.7356894 9.3123802 4.1279551 10.5111887 9.1810670 10.026516 11.859953 9.933436 -1.653355 8.349411 7.650377 11.179486 9.535803 7.908838 11.145473 8.753864 11.332383 8.581413 12.644085 14.105158 12.007038 6.363404 10.191235 7.053955 13.688671 11.013486 3.083196 13.801152 10.938586 8.436708 9.953926 7.488703 13.914149 12.335458 3.704153 10.368964 11.3292331 10.8446972 0.6684822 8.7052470 10.3782971 10.7035980 14.5245986 9.3647961 9.7319084 9.0998128 9.8804123 10.6133826 13.1571676 11.2313389 8.7538639 10.7533324 8.2832338 5.3465953 8.4797382 12.6829631 NA 6.5165211 11.3125606 9.2398975 8.1064839 11.2188861 7.8182709 6.4758793 4.8223274 0.6684822 9.0745164 -1.6533551 NA 7.6662680 NA 9.2277100 2.9904467 11.0676952 13.4893014 11.1334782 8.5462683 11.6904757 2.8701674 NA 4.7041471 10.2989733 8.3882550 3.6685276 10.0638440 12.3736380 9.5146413 4.9315601 11.1905170 12.5506321 10.1747325 7.8404513 5.6775139 8.1031525 8.1736846 9.4810224 6.5560492 10.9360130 TCGA-22-1000 76 1 454 NA lung stage ib t2 n0 m0 male 2000 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1945 r0 white not hispanic or latino 3 3 2 NA 1 1 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1444297 -0.1755987 0.4094724 6.9172324 -1.1755987 2.6318260 5.3779879 2.8244827 9.7640547 7.3558567 2.4094452 13.2688433 9.5540961 6.0241468 -0.1755987 -0.1755987 NA 1.4094181 0.4094724 8.3578053 11.0046954 9.3519525 4.6058380 8.5057139 2.8244827 10.9221784 2.2839218 NA -1.1755987 2.5249162 8.9818224 2.6318260 15.4784210 9.4419428 10.7600088 11.2622275 7.6605258 NA 10.7710162 1.8244827 10.2330015 5.1995153 NA NA 10.5311743 6.1812358 10.4565618 12.4439549 10.9479502 10.5483454 5.1820288 0.4094724 9.1293971 -1.1755987 4.6573656 10.7761244 5.8905634 9.7522533 -1.1755987 9.5650994 7.9868665 6.5249146 0.4094724 0.8244827 7.2879995 -1.1755987 -0.1755987 9.2381033 6.4683308 NA NA 10.5279465 -1.1755987 5.6058351 3.8392743 6.9944010 1.8244827 6.3401759 10.5570668 3.0723974 6.8688695 2.8370350 0.00048264 0.00478580 0.00478580 0.19763000 -0.17910000 -0.00159620 -0.00159620 -0.00666670 -0.00666670 0.00881970 0.00881970 -0.11620000 0.02041000 -0.06687200 0.00214730 0.00701040 0.00298010 -0.03592800 0.00423000 0.00423000 -0.17835000 -0.01388600 -0.14342000 -0.14342000 -0.00215020 -0.00215020 0.00258660 0.00258660 0.00756700 -0.03265800 0.00423000 0.00048264 -0.00144420 0.00478580 0.00478580 -0.18037000 -0.18037000 -0.18037000 0.19763000 -0.17910000 -0.17910000 -0.17910000 -0.17910000 -0.00104210 -0.00104210 -0.00666670 0.00214730 0.00881970 0.00881970 -0.11620000 -0.17645000 -0.06687200 -0.06687200 -0.06687200 -0.18074000 -0.18074000 -0.18074000 0.00214730 0.00311900 0.00311900 0.00298010 -0.10517000 -0.10517000 0.00423000 -0.17835000 -0.17835000 0.01593400 -0.00159640 -0.01388600 -0.01388600 -0.01388600 -0.14342000 -0.00215020 -0.00215020 0.02340400 0.03404000 0.00756700 -0.03390700 -0.03390700 -0.03390700 -0.03390700 -0.181 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 -0.178 0.000 0.000 -0.168 0.000 -0.143 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.198 -0.179 -0.179 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 -0.178 0.000 0.000 -0.168 0.000 -0.143 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.198 -0.179 -0.179 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.000 0.000 0.000 0.000 0.000 8.9369150 7.3322702 0.4094724 5.1464027 8.6573653 9.1995148 10.4437784 9.1839943 10.4786639 NA 6.6762251 3.1464108 0.8244827 12.7331495 -1.1755987 11.3975782 7.2879995 8.5214430 10.5699733 13.3937970 6.4019035 11.0378834 11.0336241 -1.1755987 10.2011435 NA 4.2507418 9.4583787 9.0747382 5.3437986 1.4094181 15.1732036 7.6917540 10.4611000 6.9225071 10.8613359 9.9382176 10.078914 12.060490 10.342145 -1.175599 7.796019 8.523180 11.545361 9.274656 7.371370 10.896608 7.324321 10.954010 8.560877 10.319331 13.540223 11.023841 8.846843 10.130537 8.496901 13.448585 10.593073 4.137356 12.443955 11.840065 10.873984 10.425317 6.999401 13.958084 9.170989 2.283922 9.631830 10.9079547 12.0896509 1.9943987 9.2910618 11.1444297 10.2920809 14.4623421 8.7492879 7.2347149 9.0351469 10.1581843 8.9198725 16.8708534 9.7640547 7.3243210 11.0427359 8.4336543 7.2167924 10.9092838 12.1546920 NA 9.5843635 10.3967020 10.3795437 10.7826656 9.4419428 8.8188288 9.2317432 8.2632673 8.0043845 9.0865702 0.4094724 -1.1755987 9.0628802 0.8244827 9.1441476 4.6318319 10.4565618 13.1725811 10.8804356 10.5835313 11.1035055 5.1820288 NA -0.1755987 13.0022064 10.4033198 6.5726684 10.7761244 11.0466666 8.7844775 6.4683308 9.7522533 12.3352396 10.5579144 10.4889227 -1.1755987 11.0324048 10.6224854 9.4898112 8.0339290 10.2679370 TCGA-22-1002 69 1 131 NA lung stage ia t1 n0 m0 male 2001 99 no NA lung squamous cell carcinoma- not otherwise specified (nos) 85 1952 r0 white not hispanic or latino 3 3 2 NA NA NA 4 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 6.970626e-06 1.768666e-06 11.4173228346457 20.4724409448819 38.1889763779528 5.11811023622047 24.8031496062992 NA 11.3878708 NA 0.4947740 7.4985740 4.7427500 4.4948252 7.5565980 0.4947740 3.4334269 5.3361227 0.9098883 8.3754261 6.2227427 8.6796975 -1.0901885 3.8640573 -1.0901885 2.8157803 NA 8.5627045 11.3056615 8.9772939 4.0797877 8.9906772 5.0391428 12.0511685 -1.0901885 NA -1.0901885 3.2317857 5.9866749 NA 14.6035254 9.2541556 11.4656470 9.4294959 6.3610700 -0.0901885 10.6899892 2.9098691 9.8209145 4.8405992 NA 2.7172103 11.2089360 6.2709269 11.0829121 12.6057045 10.8874973 9.8797713 5.2317895 -1.0901885 9.4334217 1.2318010 5.2317895 11.1894702 4.6377783 10.2530453 -0.0901885 8.9266678 6.8814028 8.0596067 0.4947740 NA 7.4721019 1.4948252 1.2318010 9.2396560 5.9322266 NA NA 9.3160647 NA 5.5097718 4.5272142 5.1913731 5.8046783 0.9098883 9.9217858 5.7042744 7.0947354 1.9098499 0.0486140 0.0439190 0.0439190 0.5269600 -0.0532060 0.5271300 0.5271300 0.1144800 0.1144800 0.0876790 0.0876790 3.6569000 0.0904300 -0.2992200 2.4729000 0.0000000 0.0000000 -0.1702300 0.0162860 0.0162860 -0.0829550 0.0688080 0.0722650 0.0722650 0.0162860 0.0162860 0.0189520 0.0189520 0.1566600 -0.0178030 0.0933300 0.0486140 0.0536640 0.0439190 0.0439190 -0.2791800 -0.2983000 -0.2983000 0.5269600 -0.0532060 -0.0532060 -0.0532060 -0.0532060 -0.2905900 -0.2845300 0.1144800 -0.0986820 0.0876790 -0.4598200 -0.3467600 -0.0999990 -0.0999990 -0.2992200 -0.2992200 -0.0532950 -0.0532950 -0.0532950 -0.0404800 -0.1157400 -0.1157400 0.0000000 -0.1282300 -0.1702300 0.0162860 -0.0748110 -0.0748110 -0.1180900 -0.2400900 1.2691000 0.0688080 0.0688080 0.2673400 -0.1736000 0.0162860 -0.1010500 -0.1010500 0.1566600 -0.0006912 -0.0006912 -0.0006912 -0.0006912 0.000 0.000 -0.116 -0.116 0.000 0.000 -0.170 0.000 0.000 -0.118 -0.118 -0.288 0.000 0.000 0.000 -0.174 0.000 0.000 0.000 0.000 0.000 -0.101 0.157 0.000 0.000 0.248 0.527 0.000 0.000 0.243 -0.285 0.114 0.000 0.000 0.000 -0.347 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 -0.116 -0.116 0.000 0.000 -0.170 0.000 0.000 -0.118 -0.118 -0.288 0.000 0.000 0.000 -0.174 0.000 0.000 0.000 0.000 0.000 -0.101 0.157 0.000 0.000 0.248 0.527 0.000 0.000 0.243 -0.285 0.114 0.000 0.000 0.000 -0.347 0.000 -0.286 -0.286 0.000 0.000 7.1241792 7.9597081 -0.0901885 6.6912187 6.3444877 8.6377801 10.6128980 9.0283205 10.0538806 0.4947740 7.3692911 -1.0901885 -0.0901885 12.1009188 NA 10.6887581 6.7678402 8.3277121 11.1483002 13.8861105 6.0596062 10.8560348 11.7478817 -0.0901885 9.2113559 -1.0901885 5.1766459 9.8212516 9.8069336 -0.9925174 3.3692850 14.1282337 7.9542539 9.6386305 6.9597087 11.5241093 9.7817649 10.041717 12.143779 10.996991 -1.090189 9.238535 7.959708 11.199302 10.273447 7.502316 9.755350 7.369291 11.972555 11.631600 10.718422 13.941991 11.186275 8.939147 10.576084 10.623676 14.322959 11.413685 5.083788 12.605704 11.687320 10.429496 10.872033 7.190631 13.612889 9.620666 0.494774 13.968063 10.997985 12.259417 1.909850 9.315001 11.387871 10.643299 14.442031 9.310739 8.828783 8.531911 9.640330 9.315001 15.590961 3.433427 7.369291 11.081975 8.329820 7.421612 10.389135 12.045409 NA 9.334026 10.823123 10.923880 11.003277 9.254156 8.673072 7.475913 7.344488 5.624104 9.313937 -1.090189 5.099682 7.385593 NA 9.815999 2.494825 11.082912 13.420562 10.919338 10.951177 11.133560 5.231790 2.717210 3.079788 11.727243 11.033334 7.539216 11.189470 11.567178 7.089768 6.425560 10.253045 12.463609 10.135067 9.705899 -1.090189 10.463489 9.832065 9.962428 7.148264 10.722037 TCGA-22-1005 63 1 1953 NA lung stage ia t1 n0 m0 male 2001 1953 no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1952 r0 white not hispanic or latino 3 3 2 NA NA NA 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.9578496 11.1569450 0.8704239 NA 6.7283682 NA 4.6777394 5.6777422 1.8703844 6.6252749 4.6777394 1.8703844 9.4440344 6.3622402 12.3973755 2.4553601 NA NA 2.4553601 NA 9.1741679 10.6435265 9.5811936 4.8703894 10.1183148 0.8704239 9.1371738 NA NA 0.8704239 1.8703844 8.1371736 2.8703844 15.9397934 8.7469042 9.8070251 8.2540913 6.5142438 0.8704239 10.1348298 5.1183140 8.7095912 6.3622402 NA 0.8704239 10.5781605 6.0798410 10.6385716 11.4476556 9.9337824 11.9491919 4.1923125 NA 8.8187544 NA 5.1183140 10.5863492 7.4997439 9.6385717 NA 8.6319384 6.8927553 7.0992058 0.8704239 NA 6.5708272 0.8704239 NA 9.0749584 6.2627038 NA NA 10.5445796 NA 7.0201343 2.4553601 3.6777450 2.4553601 7.2797786 10.1087921 NA 7.7158776 4.8449179 -0.0099565 0.0816100 0.0816100 0.0442440 -0.0590000 0.0062481 0.0062481 0.0448570 0.0448570 0.0309140 0.1027800 -0.1131200 -0.0047762 -0.1069700 -0.0234290 0.0737560 0.0737560 -0.0483420 -0.0411590 -0.0536530 0.0150280 0.0058309 0.0806010 -0.0714710 0.0093098 2.6673000 0.0615080 0.0615080 -0.0951200 0.0646540 -0.0099565 -0.0099565 0.0410560 0.0816100 -0.0070576 0.0442440 0.0442440 0.0442440 0.0442440 -0.0976390 -0.0590000 -0.0590000 -0.0590000 0.0062481 0.0062481 0.0448570 -0.0586440 0.1027800 0.0407550 -0.0951200 -0.1069700 -0.1069700 -0.1069700 -0.1069700 0.0000000 0.0000000 -0.1116500 -0.0234290 -0.0234290 -0.0234290 0.0737560 -0.0483420 -0.0483420 -0.0411590 0.0150280 0.0150280 -0.0268510 -0.0875790 0.0058309 0.0058309 0.0058309 -0.0995120 -0.1285200 -0.1136500 0.0270420 0.0325630 -0.1131200 -0.0756120 -0.0596260 -0.0596260 0.0492560 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.114 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.114 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 8.7283682 7.3781821 1.8703844 3.1923204 7.6252749 9.0895559 9.9283791 7.9871469 10.5725599 0.8704239 7.3939490 1.8703844 0.8704239 12.0073784 2.8703844 11.0749584 5.7772777 8.7892506 10.5569228 12.8458770 13.7459446 11.6110113 11.3582273 2.8703844 11.1265959 NA 5.2627038 9.0847064 9.0149946 6.5453568 NA 12.5703934 7.3622402 10.0919744 5.2627038 10.5811937 9.8675668 10.1695952 11.5854913 10.1580997 0.8704239 7.0403127 8.3215985 12.1242347 9.3978643 7.7892506 9.8533808 5.9147822 8.8703872 10.0175922 9.9736751 13.4525292 10.8476672 8.8361716 10.0478068 9.3542031 13.5254707 11.0009578 5.4619476 11.4476556 11.1206857 10.8055523 10.7682327 4.9578496 14.2394720 8.0798405 1.8703844 9.9364764 10.3801622 12.6443506 3.1923204 8.6118544 11.1569450 10.7236968 13.2021384 8.6118544 8.2102374 8.8070251 10.7757743 9.2057776 17.2092455 6.6252749 5.9147822 10.8941416 7.8361716 8.0700597 13.0986047 11.6451743 NA 9.9789118 10.5428126 10.3379928 9.3900236 8.7469042 7.9472027 11.3722245 8.8590719 6.2966520 8.4553498 0.8704239 0.8704239 8.2013040 3.6777450 9.7127376 4.0403138 10.6385716 12.9883550 10.2540916 10.3900235 10.9644649 4.1923125 NA NA 11.9175112 10.1040069 6.3622402 10.5863492 10.8941416 6.8245833 6.1183140 9.6385717 12.5837738 10.3440930 10.0352941 NA 9.8216720 11.5458416 9.3133307 7.6777422 10.4268933 TCGA-22-1011 73 1 53 NA lung stage ib t2 n0 m0 male 2001 16 no NA lung squamous cell carcinoma- not otherwise specified (nos) 83 1946 r0 white not hispanic or latino 1 1 2 NA 1 6 1 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 3.155855e-06 9.710324e-07 11.6666666666667 60.8333333333333 8.33333333333333 6.66666666666667 12.5 NA 11.7010797 -0.8598758 4.7249940 7.2485548 -0.8598758 4.8679508 5.5323481 NA 10.0898572 5.6318842 0.7249994 6.5237344 4.4619607 4.2693100 -0.8598758 3.5323419 0.1399933 3.5994606 NA 8.6298786 11.8713495 8.6398764 5.5323481 9.9032429 3.6635951 11.3579882 NA 2.8404632 NA NA 8.7079865 2.5994606 14.4499295 9.8361286 10.7620823 11.8880136 5.5494227 0.1399933 11.1976838 4.4619607 9.8863601 4.6318842 NA NA 10.9500638 5.6791901 10.5999743 12.5564322 10.6665297 11.0064053 3.8949147 NA 9.1762041 -0.8598758 3.2274947 9.6137362 6.7910821 10.4770948 NA 8.6055969 7.1400301 6.9602093 NA 0.7249994 6.6791887 1.9473669 0.7249994 9.1187410 6.0707671 NA 0.1399933 10.9409303 -0.4593775 5.6157635 2.7141356 3.3879553 4.9729224 NA 9.4720669 NA 7.6830620 4.0064417 0.1393900 0.0736900 -0.1300300 0.0235660 -0.1450200 0.5493000 0.5493000 -0.0344950 -0.0344950 0.2105300 3.6569000 0.1879800 0.1879800 -0.1642700 2.0253000 0.0493980 0.0493980 -0.1537500 1.1613000 0.0303100 -0.0263040 -0.1789100 -0.0796090 -0.0796090 0.1147700 0.1147700 0.1090600 0.1090600 0.1748300 -0.0059522 0.1393900 0.1393900 0.0736900 0.0736900 -0.1300300 0.0235660 0.0235660 0.0235660 0.0235660 -0.1450200 -0.1450200 -0.1450200 -0.1450200 -0.1569400 -0.1569400 -0.0344950 -0.5123900 0.2105300 -0.1514400 0.1879800 -0.1642700 -0.1642700 -0.1642700 -0.1642700 -0.1679000 -0.1679000 -0.1679000 0.0522410 -0.1461800 -0.1461800 0.0493980 -0.1537500 -0.1537500 0.1340600 -0.0263040 -0.0263040 0.1149200 0.1149200 -0.1789100 -0.1789100 -0.1789100 -0.0796090 0.1147700 0.1147700 0.1306600 0.1306600 0.1748300 0.0414580 -0.0019267 -0.0019267 0.0000000 -0.168 -0.168 0.000 -0.146 0.000 0.000 -0.154 0.000 0.000 0.115 0.115 -0.179 -0.179 0.000 0.000 0.115 0.115 0.139 0.139 0.109 0.109 0.131 0.175 0.000 0.000 0.000 0.000 -0.145 -0.145 0.392 -0.157 0.000 0.000 0.201 0.201 0.188 0.188 -0.164 -0.164 0.000 0.000 -0.168 -0.168 0.000 -0.146 0.000 0.000 -0.154 0.000 0.000 0.115 0.115 -0.179 -0.179 0.000 0.000 0.115 0.115 0.139 0.139 0.109 0.109 0.131 0.175 0.000 0.000 0.000 0.000 -0.145 -0.145 0.392 -0.157 0.000 0.000 0.201 0.201 0.188 0.188 -0.164 -0.164 0.000 0.000 8.5085368 7.7730258 0.1399933 6.7982424 7.1343842 9.3298551 10.8009177 9.0268244 8.9980115 2.5994606 7.3298546 NA -0.8598758 12.1133691 1.4619476 10.3567763 8.9776583 8.8018086 10.9351569 13.6948591 5.6318842 11.6672631 11.6665297 0.1399933 7.8053666 -0.8598758 6.3879587 10.4837713 8.9295478 NA NA 14.3555255 7.8404702 9.1329688 6.8335176 10.7445837 9.5301993 14.2008530 12.0555364 10.4208012 -0.8598758 9.2948486 9.6328851 11.1474082 9.7022730 6.7547406 15.2677830 7.2537728 11.9376839 11.7455100 10.5096278 13.3034443 11.1198129 8.8352587 11.1665539 10.5541872 13.5274420 10.5871137 5.2645665 12.5564322 11.6215776 11.2000508 10.5824556 7.9917798 13.5722252 11.3921045 2.7249994 10.7496709 11.2357571 11.0173146 -0.8598758 9.6318835 11.7010797 9.7955611 14.6767324 9.1939563 9.5168179 8.9948987 10.3591989 9.8559925 15.4433296 10.0898572 7.2537728 11.7464357 8.0469210 7.4574433 12.4663195 12.1189196 NA 9.4091571 10.3513104 9.8062544 8.3323230 9.8361286 9.3543497 10.4312012 8.0942266 5.4068155 10.0295345 3.8404733 0.1399933 8.8781227 0.1399933 9.6238462 4.6946184 10.5999743 12.6849949 10.8300284 11.1340302 11.6017657 3.8949147 1.1400588 2.5994606 11.3658404 12.0463574 3.7838862 9.6137362 11.3631272 5.0226741 4.9729224 10.4770948 12.8822346 9.8831818 9.9049021 NA 10.5494214 10.1767605 9.6188001 7.8577067 10.6066168 TCGA-22-1012 80 1 429 NA lung stage ib t2 n0 m0 female 2001 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1940 r0 white not hispanic or latino 2 2 6 NA NA NA 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 5 7 0 0 0 0 0 0 0 0 0 0 5 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5 7.941658e-06 2.462261e-06 12.7035830618893 27.3615635179153 25.7328990228013 7.81758957654723 26.3843648208469 NA 10.6087089 NA 3.0612923 8.9059537 NA 1.9617715 3.7982683 0.1544536 10.3460857 3.8548534 0.1544536 8.6799304 4.6462606 3.6779705 0.7393297 1.9617715 1.1543888 2.1544212 -0.8455464 7.4763379 10.4064836 7.1544100 3.6138381 8.5616774 3.1544050 9.8126211 NA 0.1544536 NA 0.1544536 5.9092979 -0.8455464 13.5305350 10.8853042 10.2798231 12.3269934 4.9092979 6.7318390 11.8277187 2.7393729 9.1513632 2.7393729 0.1544536 7.0061589 10.0112164 3.8548534 10.8746538 12.4795745 10.0650523 10.2130372 3.1544050 NA 8.8908115 5.0613010 2.4763298 10.2103699 4.7393729 10.4970399 4.3243354 7.6220152 6.1430934 3.4763428 NA -0.8455464 7.7431245 NA 0.1544536 8.6240515 3.9617622 NA NA 8.5402718 NA 3.6779705 0.1544536 2.1544212 5.9873004 3.3243354 8.0154965 NA 6.5381144 2.7393729 0.4430800 -0.0822300 0.3327000 0.3118500 -0.3379100 1.5776000 1.5628000 0.9269500 0.9269500 0.4332800 0.3973500 -0.0334050 0.2225300 -0.3115500 0.1527800 0.7275400 -0.0389860 0.0058309 -0.3232000 -0.3232000 -0.0231550 0.2986700 -0.3257700 0.5037600 0.0755590 0.0755590 0.0725400 0.3875000 0.2324100 0.1068700 -0.0806740 -0.1801700 -0.0822300 -0.0833460 -0.2911800 -0.7969500 -0.3387100 -0.3387100 0.2062600 -0.3379100 -0.3379100 -0.1633200 -0.3467600 -0.3376800 -0.3249500 -0.2963600 0.2656100 0.4332800 0.3682100 -0.1098300 -0.3433600 -0.3433600 -0.3433600 0.1984700 -0.0651790 -0.0651790 0.0000000 0.1527800 -0.3350000 -0.0765450 0.1319900 0.0058309 0.0058309 -0.3159900 -0.3117800 -0.3117800 -0.3135400 -0.3135400 -0.3143600 0.2892900 0.2986700 -0.0984180 -0.3744800 0.0755590 -0.3401000 -0.3212400 -0.0309500 -0.0871810 -0.0871810 -0.0871810 0.1325800 0.000 0.000 -0.162 -0.315 0.728 0.000 0.000 -0.323 -0.312 -0.314 -0.314 -0.025 0.289 -0.227 0.504 0.182 0.000 -0.180 0.263 0.000 0.315 -0.321 0.232 0.000 0.000 -0.132 0.206 -0.338 -0.338 1.563 1.238 -0.279 0.000 0.397 0.397 0.000 0.000 -0.315 -0.315 0.000 0.107 0.000 0.000 -0.162 -0.315 0.728 0.000 0.000 -0.323 -0.312 -0.314 -0.314 -0.025 0.289 -0.227 0.504 0.182 0.000 -0.180 0.263 0.000 0.315 -0.321 0.232 0.000 0.000 -0.132 0.206 -0.338 -0.338 1.563 1.238 -0.279 0.000 0.397 0.397 0.000 0.000 -0.315 -0.315 0.000 0.107 8.5053487 7.6462628 0.1544536 7.7431245 7.3589808 9.1288241 9.5900799 8.8356481 9.9167916 2.1544212 6.8338894 0.1544536 2.8548534 12.2854627 0.7393297 11.5743698 9.6984081 8.7928456 10.9250445 13.5842740 5.5638018 10.8041149 10.5926816 NA 11.4334397 NA 2.4763298 8.8144056 10.6935684 2.7393729 0.7393297 16.0647244 9.3343187 9.7421871 3.6138381 10.4791527 8.2498065 9.5207318 11.0821876 10.3681214 0.1544536 9.6867656 8.9275487 11.3312061 8.7147425 9.1642382 10.1345491 8.2151053 11.0710206 6.3343180 12.0039711 13.9679403 11.6867655 7.3343189 10.7796618 8.6935685 12.9745886 10.7575723 4.6029794 12.4795745 10.8776439 9.4661578 10.8099403 6.4211964 13.9841462 13.8115047 5.7543237 10.2668491 13.2604817 10.8518116 1.1543888 8.3784115 10.6087089 11.5009233 14.1394946 9.8294844 9.8702086 8.9042791 10.2622805 9.6701095 14.6624829 10.3460857 8.2151053 10.0582915 9.5240068 5.4581917 8.3343189 10.4276224 NA 7.1823159 11.6187001 9.3892269 8.0339928 10.8853042 7.1600338 6.8478967 5.9225927 2.9617715 8.7561803 3.9617622 3.7393729 8.1288244 -0.8455464 9.0866243 2.7393729 10.8746538 12.8267244 10.8780705 9.8865770 11.9082531 3.1544050 7.8617687 NA 10.8596099 9.0537665 3.6779705 10.2103699 11.6409933 5.4211964 6.7013037 10.4970399 12.6320414 10.6045898 8.4875651 6.8891194 7.9192811 8.7310827 9.4661578 7.0492278 9.5467270 TCGA-22-1016 65 1 822 NA lung stage ib t2 n0 m0 male 2001 735 no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1954 r0 white not hispanic or latino 3 3 2 NA NA NA 3 3 NA NA NA NA 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 4 4 0 4 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 4 9.953082e-06 3.051816e-06 10.0263852242744 21.8997361477573 38.7862796833773 7.12401055408971 22.1635883905013 NA 12.1031290 1.0127832 NA 7.5013954 0.6908193 5.2907377 6.5909657 3.0831453 7.5519105 3.2143891 -0.3091807 7.4981791 9.6880034 6.1906702 2.3912728 NA NA 1.0127832 0.6908193 8.5795671 11.3472487 10.0868933 2.5977219 8.9027122 6.0483757 11.3483656 -1.3090019 0.6908193 NA 4.1826764 6.9099927 -1.3090019 14.2836543 9.3427725 10.9238442 10.8932537 4.9946024 0.2758414 10.2309518 4.6681021 10.1272856 6.0127519 NA -0.3091807 11.5441509 7.2229852 10.7819286 11.7296451 10.6897668 10.0784858 5.2907377 NA 9.2925945 -1.3090019 6.5673401 10.9108998 4.5488065 10.1430650 NA 9.7433919 7.1866788 7.9505670 1.6908193 -1.3090019 7.8953947 0.6908193 NA 9.1170885 6.1337669 NA -1.3090019 10.7403321 0.3323929 3.7352189 5.3609858 5.3019973 4.5977159 1.2757818 10.8178508 7.0745279 7.8252501 2.4143791 0.3876600 0.0642250 0.0642250 0.4354700 0.0000000 1.1318000 0.3678900 0.0982700 0.0982700 -0.1427100 -0.1427100 -0.3798800 0.3706800 -0.2330000 -0.0342230 0.3642500 0.1655000 -0.2433800 -0.1652300 0.3565900 0.0055529 -0.1478500 -0.2416800 -0.2416800 0.0213230 0.0213230 0.3492500 0.3492500 -0.1552800 0.0352420 0.0989970 0.3876600 0.4031100 0.0642250 -0.1492600 -0.2350800 -0.2350800 -0.2350800 -0.2350800 0.0000000 0.0000000 -0.1468200 -0.1468200 -0.1918000 -0.1658600 0.0982700 0.0424490 -0.1427100 -0.1427100 -0.4524700 -0.2330000 -0.2330000 -0.2330000 -0.2330000 -0.3793200 -0.3793200 0.0239870 -0.0805010 -0.0342230 -0.1550300 0.1655000 -0.2433800 -0.2433800 -0.1652300 -0.1193900 -0.1193900 0.0969610 -0.0561730 -0.1396200 -0.1396200 -0.1478500 -0.2416800 0.0213230 0.0213230 -0.2364300 -0.2364300 -0.1771400 0.0031910 0.0031910 0.0031910 -0.0154700 -0.379 0.000 0.000 0.000 -0.238 0.165 -0.243 -0.165 -0.119 0.000 0.000 -0.140 -0.140 -0.242 -0.242 0.000 0.000 0.382 0.382 0.349 0.349 -0.236 -0.155 0.000 0.000 -0.235 -0.235 0.000 0.000 0.247 0.081 0.000 0.000 -0.143 -0.143 -0.040 0.340 -0.233 -0.233 0.000 0.000 -0.379 0.000 0.000 0.000 -0.238 0.165 -0.243 -0.165 -0.119 0.000 0.000 -0.140 -0.140 -0.242 -0.242 0.000 0.000 0.382 0.382 0.349 0.349 -0.236 -0.155 0.000 0.000 -0.235 -0.235 0.000 0.000 0.247 0.081 0.000 0.000 -0.143 -0.143 -0.040 0.340 -0.233 -0.233 0.000 0.000 7.897838 8.699252 1.275782 5.100217 7.186679 9.065863 11.629668 9.047980 9.954680 1.275782 7.526874 3.012747 3.214389 12.521438 1.275782 11.406781 7.969273 9.022860 11.287708 13.858438 5.890495 11.442577 12.522626 1.570512 9.535530 -1.309002 5.919643 9.555010 9.777517 -1.070360 4.182676 13.936748 7.174639 10.413204 7.405069 11.945852 9.300926 10.319269 12.108413 10.686944 2.012747 8.794112 8.807168 11.732312 10.425110 7.142035 10.147692 6.762286 10.615996 9.192661 10.456110 13.586872 11.810089 9.207509 10.208493 10.558875 14.177659 11.181424 5.395834 11.729645 12.512897 11.216589 10.748139 7.924444 13.549596 7.150255 3.214389 9.968692 10.9060534 11.8131665 2.4981743 9.6666717 12.1031290 10.1497431 14.5108514 9.5894251 8.6986502 9.0150043 9.8310146 8.7501683 15.8693331 7.5519105 6.7622864 11.4935421 8.0745279 6.8557306 9.6457470 12.1644027 0.6908193 9.5197536 10.8917224 10.1249307 10.2673081 9.3427725 8.8175283 7.4852400 6.8201075 7.9946046 9.8052168 NA 0.6908193 8.3947272 0.2758414 9.4754586 7.1044520 10.7819286 13.3019639 11.6548036 11.2180564 11.3192693 5.2907377 9.2045513 2.9387563 11.6691768 10.7973867 7.1946495 10.9108998 11.8993630 7.8303751 7.7596019 10.1430650 12.4788284 10.2348222 10.5009937 5.5237125 10.4136313 10.1528251 10.5947057 7.2795382 10.4523750 TCGA-22-1017 62 1 1485 NA lung stage ia t1 n0 m0 male 1999 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA 1959 r0 white not hispanic or latino 3 3 2 NA NA NA 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.8344129 11.1270465 NA NA 8.9172823 NA 2.9468805 6.4872886 2.0844045 6.0512263 -1.3751972 -1.3751972 6.0000000 2.4323181 3.4829386 0.6249899 -1.3751972 NA NA -1.3751972 7.7150731 11.4582460 8.5820626 3.4323181 8.5921868 1.9468805 7.5586511 -0.3750101 NA NA 3.5318555 5.4451407 -0.3750101 14.1873470 7.3865118 9.0689400 9.6923949 3.0843875 NA 10.6333892 1.7948941 9.6766385 2.8728878 -1.3751972 NA 11.5674897 4.9103633 11.6108025 11.6769834 10.0194232 10.0086324 3.8344180 NA 8.8597780 NA 3.9825099 9.9830623 4.5791560 9.4991736 -1.3751972 8.8633652 5.9825122 4.1485193 4.1795509 0.9468805 7.2248738 NA -0.3750101 10.6221401 3.8728878 NA -0.3750101 10.8796940 -0.7336032 4.0512242 0.2098900 3.3254008 -1.3751972 1.4323181 9.1337456 -1.3751972 6.5258277 1.4323181 0.32592000 0.06608600 0.86105000 0.05025000 0.55673000 0.32737000 -0.00781750 3.21690000 0.91541000 0.42083000 -0.25612000 0.45666000 3.65690000 -0.20293000 0.63025000 -0.02192100 2.01050000 -0.27021000 2.34630000 0.00249690 0.04018500 -0.00013862 -0.14091000 -0.14091000 0.86334000 -0.19850000 0.00624810 0.00624810 -0.00567570 0.07843800 -0.28774000 -0.58794000 0.00069327 0.04273200 0.31033000 0.02286500 -0.21434000 -0.21434000 -0.21434000 0.55673000 0.03933700 0.04514100 0.04514100 -0.00781750 -0.00781750 0.01754400 -0.00885260 0.29215000 -0.22073000 -0.28489000 -0.00332430 -0.05994200 -0.05765400 -0.20293000 0.26663000 0.26663000 0.04004400 -0.28635000 -0.07507800 -0.07507800 -0.08916900 0.21376000 -0.28620000 0.00027728 -0.26071000 -0.28598000 0.03298100 0.24358000 0.17362000 0.17362000 -0.00013862 -0.25031000 0.00000000 -0.19850000 -0.29213000 -0.29213000 -0.00221680 -0.62665000 -0.04884800 -0.04390100 -0.02301800 0.227 0.000 -0.242 0.000 0.227 0.227 -0.270 0.000 -0.261 0.211 0.211 0.149 0.149 -0.141 -0.141 0.000 0.000 -0.276 0.050 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 0.517 0.000 0.000 0.000 0.000 0.000 0.421 0.292 -0.258 0.052 0.000 -0.143 0.000 0.000 0.227 0.000 -0.242 0.000 0.227 0.227 -0.270 0.000 -0.261 0.211 0.211 0.149 0.149 -0.141 -0.141 0.000 0.000 -0.276 0.050 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 0.517 0.000 0.000 0.000 0.000 0.000 0.421 0.292 -0.258 0.052 0.000 -0.143 0.000 0.000 5.7017764 8.3731536 0.6249899 3.0843875 6.3323195 9.4953252 10.8138585 8.0301021 9.7051119 1.2099524 6.8870549 1.4323181 1.4323181 11.7101010 -1.3751972 10.6047430 8.8776259 8.6528665 11.1515503 13.2388651 5.7017764 11.0480765 10.7597077 NA 10.8708103 NA 4.6022431 9.5022447 10.0396406 -0.8793826 -1.3751972 13.0370011 7.2470123 10.3477681 3.8344180 12.0782312 11.0255732 10.0833672 11.8714043 10.3136480 -0.3750101 6.3798479 5.4578503 11.5652741 9.4530971 8.6093790 7.7490817 6.0258394 10.7914375 12.5930873 11.6017037 13.5875403 10.5798839 7.5878563 10.6788864 11.5275241 12.7301325 11.6530393 5.2486221 11.6769834 11.1480324 11.1720961 11.0428131 7.4355319 14.1662765 4.2099212 4.2688161 10.1367132 10.815403 11.592007 2.084404 9.310586 11.127046 11.119816 13.494650 8.699102 8.848625 8.825859 9.510657 11.030368 15.724411 6.051226 6.025839 11.031697 6.933300 4.379850 9.445139 11.547359 -1.375197 8.098666 10.257501 9.936709 9.455476 7.386512 6.325401 7.814785 6.680243 6.853780 9.980862 NA -1.375197 6.513704 -1.375197 9.689030 2.872888 11.610803 13.756496 10.255228 10.792065 11.000000 3.834418 NA 0.209890 9.771529 8.960351 7.722993 9.983062 11.553849 5.116814 6.707109 9.499174 12.677953 10.989095 9.051225 4.928740 10.930452 9.901568 9.300035 5.824633 11.123311 TCGA-22-4591 80 1 623 NA lung stage iiia t3 n2 m0 male 2001 597 no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA 1933 r0 white NA 4 1 3 NA 4 4 4 1 1 3 NA NA 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7.074665e-06 2.5663e-06 19.2857142857143 20.3571428571429 25 6.78571428571429 28.5714285714286 NA 11.3772238 NA 0.8792352 9.8702551 NA 7.6048556 5.0213465 -0.7058057 1.2942531 7.0390770 -1.7055704 4.0491341 -0.1207648 3.2942384 0.6161695 3.6517980 NA 2.1015828 -0.7058057 7.0255626 11.3035470 7.0557943 3.3817125 9.9886010 1.4641455 12.7731392 -0.1207648 -1.7055704 NA 3.6865566 10.2003822 -1.7055704 13.6879688 10.0453688 10.4794283 10.6892418 2.7536687 NA 11.0022494 -0.1207648 9.7848184 6.0690297 NA NA 10.3548244 3.5448316 11.2140377 13.0124780 8.7770511 12.9781019 5.3276658 NA 9.6632952 NA 2.3816987 11.0599437 3.9946793 10.6709113 NA 8.1287141 4.6865622 4.5610328 1.1015828 -0.7058057 6.6779479 NA NA 9.4822138 6.9015741 -1.7055704 -1.7055704 8.6919180 -1.3273484 3.2011320 -0.1207648 1.4641455 1.6161695 1.9946883 7.9842413 -0.7058057 7.1829862 1.4641455 0.2285400 3.2478000 -0.0306770 1.6374000 3.6569000 2.9300000 3.3262000 0.4667300 -0.0156040 -0.0264410 2.4140000 0.7912300 0.5777300 0.1533800 0.4824300 0.5829100 -0.0320710 -0.5581800 0.4479600 0.3652600 0.2197500 0.7230100 0.1119900 -0.0081624 3.6569000 0.4061100 0.3210400 1.1914000 0.8481000 0.7908400 -0.0211030 0.0236730 0.5461200 -0.0306770 -0.0537460 -0.5201000 -0.5125900 -0.5125900 0.9238500 0.4139600 0.0311550 -0.0535090 -0.0535090 -0.5232800 -0.8149900 0.0000000 -0.0151770 0.8223600 0.3451800 -1.0468000 -0.2167600 -1.2929000 -0.9943700 -1.0206000 -0.4841800 -0.4841800 -0.0147780 0.2859600 0.6860800 0.4463000 -0.0736100 -0.5308300 -0.5042200 0.3657500 0.0652260 -0.4755000 -0.0406160 -0.0206870 -0.5143600 -0.0139530 0.7230100 -0.1127700 -0.5401700 -0.0173910 -0.4964200 -0.4964200 0.9111700 -0.4871200 -0.5254200 -0.4636400 1.1960000 -0.484 0.000 0.672 0.672 0.467 0.467 -0.504 0.386 0.000 0.000 0.000 -0.430 0.000 0.104 0.000 3.156 3.657 0.000 0.197 0.321 1.187 -0.496 0.928 0.546 0.000 -0.513 1.481 0.355 0.000 0.037 -0.519 0.000 0.000 0.822 0.822 -1.038 0.000 -0.511 -0.511 -0.493 -0.493 -0.484 0.000 0.672 0.672 0.467 0.467 -0.504 0.386 0.000 0.000 0.000 -0.430 0.000 0.104 0.000 3.156 3.657 0.000 0.197 0.321 1.187 -0.496 0.928 0.546 0.000 -0.513 1.481 0.355 0.000 0.037 -0.519 0.000 0.000 0.822 0.822 -1.038 0.000 -0.511 -0.511 -0.493 -0.493 9.9998756 8.0102053 -0.7058057 3.5421714 5.3166128 8.2220211 10.5825326 8.3856787 9.5451338 3.9666704 7.5934509 -0.7058057 NA 12.0620139 -0.1207648 9.3823690 10.2319848 9.0136320 11.1445629 13.8630306 7.7351126 11.3471508 11.2233167 0.2941943 7.1080247 NA 11.8587500 9.2585842 9.8207376 NA 3.9666704 14.8693983 8.3235304 10.0259865 6.2657876 10.5560443 8.9135462 10.919724 12.346811 10.448745 NA 11.110027 6.443991 12.519149 9.290717 10.211615 11.824528 8.244070 11.260197 12.329042 14.185600 13.598131 11.131871 5.825625 10.698320 12.567456 12.313921 11.407985 3.931740 13.012478 9.841138 9.896942 10.677678 7.607126 13.377257 12.171336 2.879196 11.024076 11.4169094 12.0185439 -1.7055704 8.5218591 11.3772238 11.1761219 14.4546628 8.9162951 8.9965198 8.9408019 10.8906659 9.3447721 14.3169361 1.2942531 8.2440698 10.9153794 8.5374172 5.7699753 10.7813295 10.3737280 NA 7.4312343 11.4509584 9.0144875 7.4183645 10.0453688 9.0599436 5.2367566 5.6779479 5.9524547 8.9578014 4.0756011 -0.7058057 8.8304905 -0.7058057 8.4503263 2.6161695 11.2140377 13.0566772 11.6904466 10.2345568 11.7890988 5.3276658 -0.1207648 8.2205394 9.8602972 9.0878465 4.3603292 11.0599437 11.0430650 4.3166092 5.8941557 10.6709113 11.9135462 10.8822550 8.6811836 NA 7.9964159 8.7043764 10.1279239 8.1032075 10.4063569 TCGA-22-4593 77 1 1067 NA lung stage iia t2b n0 m0 male 2002 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 30 1942 r0 white NA NA NA 3 1 NA NA 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 5.340678e-06 1.907385e-06 19.047619047619 26.1904761904762 28.5714285714286 4.76190476190476 21.4285714285714 0.09112433 11.89572151 NA -0.90887567 8.17200439 -0.90887567 3.44874240 3.57565118 -1.90887567 10.86432631 7.18921870 1.26110953 12.78685039 8.27730135 7.07132720 0.89855665 -0.90887567 0.89855665 0.41316078 -1.90887567 8.09821425 11.98069105 7.59699848 2.84607203 8.66104267 2.09119205 10.62110561 1.26110953 1.26110953 NA 3.13558412 7.74582287 3.04539055 13.24172614 9.87049604 10.21789156 12.17715742 7.94449656 -0.90887567 11.34665833 3.48350625 9.32267224 4.35797420 -1.90887567 10.19644082 11.37486294 2.94916137 11.60811822 11.34809457 11.88529832 9.46300176 4.58303762 3.79162656 10.00557220 9.07987167 2.84607203 11.01191209 2.67615455 10.78989175 NA 9.46187455 9.77022730 6.32959186 NA NA 5.97382936 NA NA 9.27420201 5.21012777 -1.90887567 0.67617712 8.72327356 -0.47052884 2.84607203 7.25395619 1.26110953 5.02192384 3.17865091 9.64721412 NA 6.70589637 0.71878903 -0.25636000 0.00000000 0.01698500 1.42050000 0.86712000 1.89120000 1.89570000 -0.01202400 -0.01202400 3.65690000 0.84179000 0.04783600 0.03764100 -0.27655000 3.65690000 0.14726000 0.12203000 3.65690000 -0.26203000 -0.21590000 0.69353000 0.14043000 0.18003000 -0.27428000 3.65690000 0.12388000 3.65690000 1.80260000 0.30601000 0.62097000 -0.25116000 -0.25636000 -0.08956700 -0.92391000 0.00666530 0.00069327 0.00069327 -0.93836000 0.97399000 -0.39769000 0.95201000 0.18132000 0.18132000 -1.00030000 -0.27284000 -0.90457000 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8.5248872 9.8356004 1.5506052 6.8054331 NA -0.3239132 12.9021603 0.8985566 9.7981147 8.0248776 9.3385214 11.5720252 14.4594719 3.5830376 10.6627027 10.6137687 -0.9088757 9.2779204 0.4131608 3.3391089 8.5434282 10.3658535 NA 0.8985566 13.6623175 8.1355810 9.2178916 6.3719578 10.3986725 8.8864151 10.8152746 12.3783944 10.1934909 -0.9088757 7.5174521 10.9863837 11.3339146 9.8502431 10.6702673 11.3830772 8.0684671 15.2217366 10.1204743 12.3135881 14.0119819 12.3541628 9.0337016 11.0224786 8.2933107 12.2805484 10.6039276 5.1957334 11.3480946 12.1000534 10.5359432 10.8288569 7.3414859 14.5998367 9.8725468 5.6761489 10.3872430 11.9479044 10.6457760 0.8985566 9.4000949 11.8957215 11.2636146 14.4251633 10.0384587 10.3816955 8.5205939 9.8105716 10.1730033 13.5366546 10.8643263 8.0684671 11.7175806 8.3272014 6.9738305 7.6761496 14.4487391 -1.9088757 9.1806375 10.9634772 10.9355006 8.8054327 9.8704960 7.9351079 4.7636134 5.3765891 5.5174521 9.1964408 7.1464699 2.4834934 9.1898772 -0.9088757 9.2673602 6.4085998 11.6081182 13.2707852 11.2046037 11.3157918 11.5515150 4.5830376 4.1355841 9.0897775 12.6550388 11.0740025 2.8460720 11.0119121 12.0018298 7.8258969 2.8985373 10.7898917 12.7853273 10.0482892 10.3929691 NA 3.0453905 7.5212840 9.6619915 8.1190931 10.8799054 TCGA-22-4594 60 1 1470 NA lung stage iiia t3 n2 m0 female 2002 997 NA 0 lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 NA NA 3 3 2 NA NA NA 4 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.1284584 10.7028760 1.3914928 -1.1933047 7.0497179 -0.1934697 5.9045756 3.3915065 -1.1933047 5.6645255 6.7549102 NA 9.8820227 4.1988634 12.5524280 1.6139088 2.3914928 1.3914928 -1.1933047 1.1284914 8.5207892 10.1005899 8.4267633 7.8913517 9.0745006 4.0544752 6.1463945 -0.1934697 NA 2.6139088 6.2659750 7.8536676 11.0392643 14.6320953 9.4991590 10.8254393 9.3133470 7.8886927 -0.1934697 9.6330920 0.8065303 10.2390176 4.1640944 NA -0.1934697 9.8867083 2.3914928 10.0698128 11.2890995 9.9467344 11.5979548 7.3495758 NA 8.4304250 NA 0.3915478 10.1668421 6.3379251 10.2715998 NA 8.7461229 9.8806851 6.2577555 0.3915478 -0.1934697 7.8806849 NA -1.1933047 9.7343216 7.0305458 -1.1933047 NA 10.7654588 -1.1933047 5.8065432 1.3914928 1.1284914 4.0159970 1.6139088 9.4157223 11.1422131 6.7013619 3.7607426 0.1451100 -0.0253460 0.4056100 -0.0724080 -0.4391600 0.5684500 0.8106400 0.1398400 0.1954200 -0.0343290 0.1855600 -0.4217600 0.4168000 -0.2020900 0.2492500 0.0081959 0.1964900 0.5336200 0.3914700 -0.0331850 -0.3135600 0.3710100 -0.3709800 0.0130740 -0.3480500 -0.3346800 0.4513900 0.1697000 -0.1680200 0.2270000 0.0244080 0.1451100 -0.1749500 -0.8194200 0.4027700 -0.2433600 -0.2678800 -0.2678800 -0.2678800 -0.4472800 -0.4391600 -0.2923600 -0.2923600 0.0059700 -0.3899600 0.0949270 0.0203950 -0.0343290 0.0225580 -0.5991700 -0.2020900 -0.2020900 -0.2020900 -0.2020900 -0.0200010 -0.0200010 -0.1237600 0.2492500 0.2626300 0.2626300 0.2240700 -0.2247800 -0.1732900 -0.3743700 -0.5027300 -0.2835800 -0.1631900 -0.1474700 0.0083351 0.0083351 0.3710100 -0.0642400 -0.2085800 -0.3351400 -0.2876200 -0.2876200 -0.0847930 0.1404300 -0.3652200 -0.3652200 0.0771440 0.000 0.000 0.249 0.249 0.200 0.200 0.000 0.000 -0.314 -0.147 -0.147 -0.344 0.000 -0.367 0.000 -0.168 -0.312 0.000 0.121 0.451 0.170 -0.288 -0.171 -0.197 -0.197 -0.268 -0.268 -0.439 -0.292 0.315 0.000 0.000 0.000 0.000 0.146 -0.422 0.000 -0.202 -0.202 0.000 0.000 0.000 0.000 0.249 0.249 0.200 0.200 0.000 0.000 -0.314 -0.147 -0.147 -0.344 0.000 -0.367 0.000 -0.168 -0.312 0.000 0.121 0.451 0.170 -0.288 -0.171 -0.197 -0.197 -0.268 -0.268 -0.439 -0.292 0.315 0.000 0.000 0.000 0.000 0.146 -0.422 0.000 -0.202 -0.202 0.000 0.000 7.9019409 8.4157223 3.8940028 2.3914928 6.6582929 8.6106746 9.3013992 8.5780330 9.9988365 NA 8.9486508 NA 2.2659769 12.8720439 0.8065303 10.7600126 7.1103246 8.1574829 11.0624810 12.5076335 10.0768390 11.5121760 11.4678764 0.8065303 5.5747282 NA 5.8509369 8.9864527 9.9739618 NA -0.1934697 12.7914961 7.8563919 10.2494872 8.5647668 11.2564661 8.6425940 9.8100616 11.6680183 10.3716458 -0.1934697 6.6645241 6.0544708 11.1074681 9.6203249 5.8509369 9.8100616 5.2328066 7.9280771 10.7017402 13.3528352 13.2723013 9.7672696 9.2390856 10.1340963 9.8631813 12.9873075 10.6567304 5.1295550 11.2890995 11.2036834 10.7625567 10.4226329 6.2983962 14.4975352 10.4087785 3.7134319 9.5672636 11.1709519 12.2760583 2.7134319 7.9613617 10.7028760 11.6998452 13.8077719 8.2556924 8.1298234 8.2843017 10.5874934 9.1023125 15.2505070 5.6645255 5.2328066 9.8351404 7.3877442 6.2159348 11.6672427 11.3133470 -0.1934697 8.7549109 10.5796829 9.3668765 9.0815042 9.4991590 8.0568420 9.5605959 8.2074229 4.9562890 9.3811371 2.1284584 4.6394348 6.7074102 1.1284914 8.9163742 7.3649646 10.0698128 13.6935738 11.5293511 9.9202859 11.3249509 7.3495758 0.8065303 -0.1934697 10.5259324 9.6425940 7.4860241 10.1668421 10.7032545 5.4212536 3.5069827 10.2715998 12.3560877 11.2156693 8.9058915 NA 9.7873972 9.8529105 9.7816751 7.1284718 10.6279190 TCGA-22-4595 57 1 734 NA lung stage iiia t3 n2 NA male 2002 726 yes 0 lung squamous cell carcinoma- not otherwise specified (nos) 37 NA r0 white NA 1 1 5 NA NA NA 3 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 9.363527e-06 3.155855e-06 12.396694214876 25.8953168044077 30.0275482093664 9.91735537190083 21.763085399449 NA 11.909907181 1.746140751 -0.575830351 8.025974478 NA -1.575615328 4.746129999 NA 10.006345576 7.085981197 -0.575830351 12.391790163 4.306845500 6.075254505 NA -0.575830351 NA 1.424223407 -1.575615328 7.192387511 11.601155887 10.693330309 2.511670438 8.618960630 4.331096084 9.678051124 0.746140751 -1.575615328 NA 2.124658990 8.567586896 -0.575830351 14.537822700 10.303786912 10.757359005 10.116383212 6.633656432 -1.575615328 11.035689542 3.709610464 9.137289358 3.378400642 NA 3.009167989 10.591377135 4.884290204 10.374394963 10.695768809 10.699164138 9.759940099 3.424209968 NA 10.232363362 6.895879390 2.511670438 9.700328044 4.994059210 9.875929927 2.231555290 10.755960358 6.001633378 4.424203248 2.231555290 0.009203827 6.895879390 -0.575830351 -0.575830351 9.410756819 5.690989702 NA -0.575830351 10.160182668 -0.962125834 4.672131115 NA 6.815662521 2.009167989 NA 9.849944076 NA 7.862995585 2.594118543 0.44852 1.47230 -0.14823 1.63160 0.44005 0.49460 1.10980 0.42470 0.42470 0.41107 -0.16712 0.39829 0.00000 0.47222 0.38057 0.91055 -0.12185 0.30517 0.43683 0.93835 -0.18671 0.82453 0.99822 0.43142 0.30571 0.47137 -0.17890 0.33093 0.37826 0.17092 0.40079 0.43413 0.19925 -0.11755 0.41180 -0.16687 -0.17495 -0.17495 0.41950 -0.17347 -0.15184 -0.16259 -0.16259 -0.16471 -0.17101 0.96825 -0.17940 0.41107 -0.25430 0.38421 -0.18594 -0.16315 0.47222 0.47222 -0.17701 -0.17701 -0.17701 -0.18394 0.37876 0.88507 -0.17408 -0.16923 -0.11134 0.39562 -0.18130 -0.18130 -0.14823 -0.16127 -0.19899 -0.19899 0.12654 -0.20991 0.30571 -0.11063 0.44682 0.39763 0.37826 0.18258 0.16551 0.16551 0.17032 -0.177 -0.177 0.381 0.381 0.290 -0.122 0.000 0.396 -0.181 -0.128 -0.128 -0.199 -0.199 0.240 0.240 0.306 0.306 -0.130 -0.130 0.821 0.821 0.344 0.378 0.415 0.415 0.257 0.424 -0.151 -0.151 0.510 0.385 -0.150 -0.150 0.411 0.244 0.000 0.000 0.000 0.000 0.170 0.170 -0.177 -0.177 0.381 0.381 0.290 -0.122 0.000 0.396 -0.181 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11.9099072 10.1849236 14.8773763 8.8304087 9.4698131 9.2339717 10.1559469 9.0644485 15.3191990 10.0063456 7.7003280 10.0398333 7.5941290 5.4242032 9.9433484 11.7062785 -1.5756153 8.5405477 10.8989236 10.0082266 9.6845351 10.3037869 8.9710980 8.0091663 7.0016323 6.0166612 9.4963363 0.7461408 NA 8.4029140 0.7461408 9.2523402 5.8420561 10.3743950 13.5806028 11.9161820 11.2451803 10.9859689 3.4242100 0.4241696 2.0091680 11.5964749 9.5872243 5.9319974 9.7003280 11.0968499 7.5688621 7.2570936 9.8759299 12.0944173 10.7850507 9.1546738 5.0091680 8.3870997 9.3778109 10.4892831 7.7992428 10.0310715 TCGA-22-4596 69 1 17 NA lung stage ib t1b n0 m0 female 2002 17 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 40 1962 r0 white NA 3 3 2 NA 4 5 4 3 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.0705782 10.8512681 -0.2147424 2.1071187 7.6586228 NA 3.9144593 6.0311128 2.4856072 6.7099909 5.9247294 -0.2147424 10.6735417 4.8937020 5.9349269 1.3701643 0.7851739 0.3701643 1.6530600 2.8726515 9.1394283 10.6716376 9.7574407 4.7393729 8.9221699 4.2114406 8.0187988 0.3701643 NA 4.6678240 1.1070852 8.2177207 2.3701364 14.9360354 8.4838835 9.5533632 9.0969273 6.7509628 NA 10.5698138 2.4856072 10.0259105 3.9946340 NA 2.1071187 10.4827503 6.2476408 10.4500705 11.3345954 10.2135390 10.3621308 4.1427320 NA 8.6935716 NA 4.0331058 10.9985869 6.2363893 10.4465116 NA 9.3185087 8.6180690 6.7040420 1.5925408 0.7851739 8.4181739 -0.2147424 1.3701643 9.6935715 5.2770326 NA -1.2149098 10.2260481 3.3821139 6.9551035 3.7192273 3.6431635 1.7851739 7.0043475 10.5722652 NA 7.2030318 4.4886692 0.2067200 -0.0192480 -0.0321210 0.0000000 0.0469840 0.1238800 0.1238800 -0.1640100 -0.1640100 0.2885000 0.2885000 0.4042100 0.5909800 -0.0476660 -0.1061100 -0.0058140 -0.0058140 -0.2125500 -0.1152100 -0.1076100 -0.1818100 -0.0801410 -0.0928740 -0.0928740 0.0134920 0.0134920 0.0482250 0.0482250 -0.0476660 0.0077783 -0.1097200 -0.1097200 -0.0192480 -0.0321210 0.0098669 0.0000000 0.0000000 0.0000000 0.0000000 0.0530940 0.0469840 0.0469840 0.0469840 0.1238800 0.1238800 -0.1366500 -0.1640100 0.2885000 0.2885000 -0.1111600 -0.0476660 -0.0476660 -0.0476660 -0.0476660 -0.1472300 0.0019418 0.0019418 -0.1061100 0.0270760 0.0270760 -0.0058140 -0.2125500 -0.2125500 -0.1152100 -0.1818100 -0.1818100 0.0380650 0.0093098 -0.1214900 -0.1214900 -0.0801410 -0.0847640 -0.0488830 0.0134920 -0.0291750 -0.0291750 -0.0476660 0.0077783 0.0077783 0.0077783 0.0077783 0.000 0.000 -0.106 0.000 0.000 0.000 -0.213 -0.115 -0.182 0.000 0.000 -0.121 -0.121 0.000 0.000 0.000 0.000 -0.110 0.097 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 -0.164 -0.164 0.425 0.288 0.480 0.591 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 -0.213 -0.115 -0.182 0.000 0.000 -0.121 -0.121 0.000 0.000 0.000 0.000 -0.110 0.097 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 -0.164 -0.164 0.425 0.288 0.480 0.591 0.000 0.000 0.000 0.000 8.5812187 7.6799966 3.6431635 2.2446131 8.6400471 8.9588560 9.8752914 8.7165221 10.0301373 -0.2147424 6.0043463 2.5925408 3.1071020 12.4711322 1.5925408 11.2171518 6.8566409 8.8792567 10.7064508 12.9981312 6.6739224 11.6091431 10.9144619 -0.9759641 9.2135390 NA 3.7851739 9.6769625 8.0728915 6.1063860 -0.2147424 12.6009624 7.2487037 11.0313256 6.3243372 11.9374637 9.6454900 10.116096 11.852277 10.380436 NA 6.898921 7.730623 11.590721 9.187125 6.883211 9.258885 5.762458 10.541735 10.166722 10.662463 13.327425 9.339768 10.724023 9.931111 9.929837 13.130931 11.525170 3.872218 11.334595 11.746629 11.056058 10.257362 7.730623 14.091167 7.425424 1.785174 10.233295 10.809280 12.259138 2.592541 9.105979 10.851268 10.634975 13.734639 8.587695 7.355035 8.746629 10.036661 9.062466 17.042033 6.709991 5.762458 10.871315 7.454064 6.994632 10.523271 11.319482 -1.214910 9.740102 10.236390 10.512674 10.409517 8.483883 8.936195 9.513099 8.873967 6.228122 9.555843 NA 1.785174 7.979936 1.785174 9.067109 3.485620 10.450071 13.536984 11.114415 10.276531 10.863997 4.142732 NA 7.576341 11.921048 10.368732 6.244611 10.998587 11.131693 7.443390 6.414535 10.446512 12.071015 10.341685 10.336887 -1.214910 10.439815 10.615437 9.851268 6.779533 10.284527 TCGA-22-4599 73 1 1161 NA lung stage ib t2a n0 m0 female 2002 760 NA 0 lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 white NA 2 2 5 2 NA NA 2 2 NA NA NA NA 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 5 4 0 4 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 4 0 0 4 0 6 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 6 0 0 0 0 6 0 0 4 1.088944e-05 3.398614e-06 8.21256038647343 20.5314009661836 34.2995169082126 10.8695652173913 26.0869565217391 NA 10.7957428 NA NA 8.3302128 9.3146161 NA 3.6655178 0.2061431 10.5581350 5.0134444 0.2061431 8.7606804 3.2060962 1.7910639 1.2060805 0.2061431 NA 0.2061431 1.2060805 7.5811313 10.5581350 10.3443635 7.3146159 8.3146159 4.9609796 8.2004450 1.2060805 3.7910535 NA 1.2060805 7.8714279 0.2061431 14.5422488 10.0005075 11.4143260 10.9458723 7.2829068 2.5280211 11.7109106 3.7910535 9.2056408 2.5280211 NA 9.4131060 9.1903961 5.2948266 11.5364484 13.4589004 10.7929314 9.9911026 3.3760125 NA 9.6281564 NA 2.5280211 10.6573027 6.8208019 11.2436386 NA 8.5189745 6.7910548 4.0134444 NA 0.2061431 5.5280211 NA NA 9.1976136 4.4540179 NA 1.2060805 10.9734485 0.8568662 6.5280196 NA 0.2061431 3.2060962 0.2061431 10.4575741 0.2061431 7.8571431 3.5280211 0.8874600 0.3326000 0.0266540 1.4637000 -0.3422500 0.6311600 0.6097300 -0.3327200 -0.3327200 0.7873400 0.8568000 -0.2511600 0.0946370 -0.3533900 -0.0076290 1.0420000 0.0107030 0.1109600 0.0658850 0.0262330 0.0552300 0.4444300 0.0438650 1.1266000 0.9555000 0.9084400 0.4072700 0.0158660 0.0300290 0.0088920 -0.3432800 -0.3199500 0.4221700 0.0266540 -0.0242760 -0.3408500 -0.3408500 -0.3408500 1.4601000 -0.3422500 -0.3422500 -0.3314400 -0.3314400 -0.3308700 -0.3308700 -0.3629500 -0.3327200 0.8780700 0.7708000 -0.2786700 -0.3533900 -0.3533900 -0.3533900 0.3695300 -0.3694800 -0.3601100 -0.3189100 -0.0628980 -0.0044312 0.6568200 0.0000000 0.1554000 0.1571100 0.0478360 -0.3281800 -0.3375600 -0.2350400 -0.2264900 -0.3708700 0.4444300 0.4444300 -0.3379100 -0.0219210 0.9084400 -0.3295900 -0.3295900 0.0308730 0.0432600 0.0161350 0.0221640 0.0221640 -0.319 -0.319 0.000 0.000 1.031 0.000 0.155 0.000 -0.338 -0.235 -0.235 -0.371 0.444 0.000 -0.319 0.000 0.908 -0.305 0.582 0.000 0.000 -0.330 0.000 0.306 0.000 -0.341 1.464 -0.342 -0.342 0.279 -0.331 -0.333 -0.333 0.787 0.787 -0.251 0.000 -0.353 0.016 0.000 0.000 -0.319 -0.319 0.000 0.000 1.031 0.000 0.155 0.000 -0.338 -0.235 -0.235 -0.371 0.444 0.000 -0.319 0.000 0.908 -0.305 0.582 0.000 0.000 -0.330 0.000 0.306 0.000 -0.341 1.464 -0.342 -0.342 0.279 -0.331 -0.333 -0.333 0.787 0.787 -0.251 0.000 -0.353 0.016 0.000 0.000 9.576779 7.425260 3.013444 3.013444 6.250486 8.572414 10.485702 8.725728 8.853550 4.665524 6.395916 NA 1.206081 12.462595 1.206081 11.272854 7.606971 8.993994 11.116794 13.753227 5.849947 10.838178 11.193356 NA 9.085675 NA 11.582760 8.222900 9.585470 NA 1.206081 13.881387 8.350750 10.819881 4.454018 10.637589 8.293554 9.9492431 11.2436386 10.7994828 1.2060805 9.3684829 9.0198728 10.8776327 9.7948062 7.1718763 10.8345372 5.4540179 12.1181764 9.0547145 12.9427050 13.8666447 11.5330828 8.9609790 11.1812231 7.7452508 12.7462197 10.9800550 5.2368676 13.4589004 10.5614427 11.1039371 9.9047963 6.6323569 14.1955003 12.5260459 0.2061431 10.0326402 11.2955421 11.7379604 NA 9.6197197 10.7957428 11.4094396 14.0689198 9.2004450 9.3909671 8.8643032 10.6706374 11.2173189 16.0845018 10.5581350 5.4540179 9.9117241 6.1368292 6.9874516 9.9988819 12.2480930 0.2061431 8.5636436 10.9408012 9.0358144 7.1486057 10.0005075 7.0640723 8.6655232 8.4008483 6.4540196 9.8463366 6.6490348 6.2721800 7.6655235 NA 9.4008485 6.5984084 11.5364484 13.6187938 11.1031808 9.6048353 11.6777668 3.3760125 7.4728784 4.2060884 10.7237610 10.5669387 5.5280211 10.6573027 10.5121533 8.4728780 4.9609796 11.2436386 11.9576357 10.9177586 9.4155451 1.2060805 4.1129836 9.9160714 9.2450107 7.1833714 9.9923613 TCGA-22-4601 73 1 1057 NA lung stage iiia t4 n0 m0 female 2003 1050 NA 0 lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 white NA 2 2 4 3 NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 5.687476e-06 1.942065e-06 9.29203539823009 29.2035398230088 30.9734513274336 8.4070796460177 22.1238938053097 NA 11.1636391 NA NA 8.4928294 -0.3928946 0.6071054 4.1306920 -0.3928946 9.9767304 6.2936335 NA 7.1617214 7.2724693 3.6071291 -0.3928946 -0.3928946 -0.3928946 0.6071054 NA 7.0417610 11.4557560 8.5140236 4.5613322 8.9690768 2.7770514 10.1636391 4.6945961 1.6071527 NA 1.1920679 7.2364897 1.9290714 14.8789973 9.5829810 11.5901267 11.4958764 4.4144874 NA 10.9630347 3.5140212 9.6889227 1.6071527 3.3075742 -0.3928946 11.4382899 3.9994499 11.5057345 15.0851386 11.1104620 9.5772390 5.1617224 -0.3928946 11.4821144 -0.3928946 3.1920995 10.3316469 3.6945905 7.9425233 NA 8.5584177 5.7364155 5.8925343 NA NA 6.2218423 0.6071054 NA 9.5155258 5.7969585 NA -0.3928946 11.6029002 NA 3.3075742 1.6071527 2.6071291 -0.3928946 2.6071291 9.0438445 4.8925367 7.4336814 -0.3928946 1.9679000 0.7945000 1.1828000 3.6569000 0.1241500 0.9834600 0.2777200 0.7297900 0.7297900 -0.6160500 0.0539320 2.5287000 0.3713200 -0.6106700 -0.1096000 1.8177000 0.1271000 -0.6136500 -0.6186400 -0.0171320 0.0628490 0.1529100 0.0673590 -0.1058000 0.1890300 0.1890300 -0.0309650 -0.0309650 -0.6789600 -0.0584770 -0.6092300 -0.2569800 -0.3002900 0.0695090 -0.6396400 -0.6224700 -0.6224700 -0.6224700 1.0855000 0.1241500 0.1241500 0.1241500 0.1241500 -0.4824800 -0.4769200 0.7297900 -0.5834400 0.0539320 -0.6328300 -0.7332900 -0.6106700 -0.6106700 -0.6106700 -0.6106700 0.1272500 -0.7674100 0.0092939 -0.2884700 -0.1096000 -0.1096000 0.1439800 -0.6136500 -0.6136500 -0.6436900 0.0000000 0.0000000 0.0600630 0.0600630 0.1529100 0.1529100 0.1529100 -0.1058000 -0.5976700 0.1890300 -0.0222110 0.0353660 0.1964700 -0.0584770 -0.0584770 -0.0584770 -0.0584770 0.000 0.000 -0.180 -0.180 0.127 0.127 -0.614 -0.619 0.000 0.000 0.000 0.153 0.153 -0.106 -0.106 -0.598 0.189 0.000 0.000 0.000 0.000 0.000 0.196 0.000 0.000 0.463 1.085 0.124 0.124 0.278 -0.199 0.730 -0.569 -0.616 0.000 -0.733 0.000 -0.611 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.127 0.127 -0.614 -0.619 0.000 0.000 0.000 0.153 0.153 -0.106 -0.106 -0.598 0.189 0.000 0.000 0.000 0.000 0.000 0.196 0.000 0.000 0.463 1.085 0.124 0.124 0.278 -0.199 0.730 -0.569 -0.616 0.000 -0.733 0.000 -0.611 0.000 0.000 0.000 7.9335626 8.6812746 NA 6.2936335 7.0249856 8.7234770 10.7228270 9.6919415 9.3852101 1.6071527 7.1462917 NA -0.3928946 11.1986554 NA 11.2021061 6.6945961 9.2971311 10.8733047 15.6317101 3.5140212 10.1779375 12.4221160 NA 9.9821725 NA 3.1920995 10.0069451 9.5334142 NA 5.6945961 14.6322726 7.3753175 9.9458694 3.1920995 11.6429632 8.8692280 10.0291979 11.9478177 11.2084396 -0.3928946 9.9234145 7.6239415 11.4909219 11.0244582 8.8692280 9.4851841 8.3553260 10.0879132 6.6183605 11.7399541 13.5387017 12.5132721 6.1462927 11.7792480 8.2795586 13.6865345 11.4088414 5.3782272 15.0851386 12.0524067 10.1069790 11.6415882 7.4336814 12.8739167 13.2523412 3.0665714 12.3448030 9.9897571 10.5865583 3.4144874 8.8238789 11.1636391 10.2473780 14.1626209 10.1883337 8.9395055 9.1958478 10.0438447 9.0270932 14.5969710 9.9767304 8.3553260 11.8147576 6.2936335 4.8165843 9.2346670 11.7610017 NA 7.5200222 11.5300891 8.5729173 8.4836501 9.5829810 7.6239415 6.7870419 5.5844124 4.6945961 10.1297146 -0.3928946 4.3620209 8.1346101 NA 8.9690768 5.2509881 11.5057345 12.4308984 10.4565382 10.9080576 11.1443515 5.1617224 -0.3928946 NA 10.6617374 8.8692280 6.5496476 10.3316469 11.6552793 8.9514290 5.5378707 7.9425233 11.9622088 10.4479110 8.9778205 4.6945961 8.0788083 9.8638253 10.0919560 7.9063411 10.8080317 TCGA-22-4604 73 1 399 NA lung stage iia t2a n1 m0 male 2003 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA 2 2 5 NA NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 7 7.73358e-06 2.219503e-06 16.2629757785467 22.8373702422145 28.719723183391 6.57439446366782 25.6055363321799 NA 11.2914250 NA 1.9955569 7.9569064 -0.7048648 2.5430504 2.6170633 2.4650603 4.3825912 5.4750362 -0.1199806 12.2615434 5.3395222 6.9533397 -1.7050999 NA 2.9955750 -1.7050999 -1.7050999 8.2880664 11.2295561 9.4812422 5.6170575 8.4923447 4.7045179 11.1355126 NA 5.6701662 NA -1.7050999 7.0162278 NA 14.8429852 9.5729965 10.5782164 11.4453513 7.3665906 NA 11.2845225 -0.1199806 9.2835998 4.7869831 NA NA 11.1309475 4.7563615 11.2873583 12.6106314 11.5677578 9.7657361 4.3395222 NA 10.0416423 -0.7048648 1.8800977 10.7996987 5.4650537 10.3632345 6.3119372 10.3119363 7.6349780 1.4650341 -1.7050999 0.2951352 6.8573702 -0.1199806 NA 8.8573705 5.1280170 NA -1.7050999 9.1747113 NA 4.9389820 NA 1.2951352 1.7545455 -0.1199806 10.5142966 NA 7.1216765 3.6083716 -0.026441 0.702140 -0.279180 2.299600 0.313450 -0.049559 0.649830 0.395790 -0.133030 0.282530 0.282530 1.412000 0.810250 1.010700 0.052154 0.357610 0.544000 -0.407790 1.482900 -0.082137 0.194660 0.309970 1.349600 1.266600 0.088982 0.088982 2.116700 1.725200 0.184950 0.076382 -0.163190 -0.411130 0.677520 -0.277390 -0.279180 -0.413060 -0.420950 -0.395750 -0.089567 -0.393860 -0.408030 -0.395620 -0.395620 -0.313540 -0.399190 -0.150290 -0.031359 0.282530 0.287700 -0.339410 0.772910 -1.157800 -1.157800 -0.415420 0.115500 0.027303 -0.073585 0.039478 0.086088 0.057511 0.209780 -0.399600 -0.399600 1.378500 0.184800 0.184800 -0.169040 -0.170920 -0.391120 0.311770 0.309970 0.019783 0.229930 0.088982 0.379240 -0.439620 0.201370 0.058735 0.058735 0.058735 0.058735 0.000 0.000 0.000 0.000 0.358 0.358 -0.400 0.000 0.185 -0.171 -0.171 -0.081 0.310 1.227 1.227 0.147 0.147 -0.152 -0.152 2.117 -0.451 -0.418 0.185 0.680 -0.049 -0.384 -0.384 -0.395 -0.395 0.000 -0.264 0.000 0.000 0.283 0.283 -0.330 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.358 0.358 -0.400 0.000 0.185 -0.171 -0.171 -0.081 0.310 1.227 1.227 0.147 0.147 -0.152 -0.152 2.117 -0.451 -0.418 0.185 0.680 -0.049 -0.384 -0.384 -0.395 -0.395 0.000 -0.264 0.000 0.000 0.283 0.283 -0.330 0.000 0.279 0.279 0.000 0.000 9.6652705 8.1777713 1.8800977 8.4166616 7.8725567 9.2471412 10.3878852 8.7297563 9.3957903 2.9955750 6.1593143 NA 1.2951352 12.9935071 0.2951352 11.4510483 8.9253951 9.4237668 11.2868749 14.1263858 3.3825843 10.7103416 11.0738212 2.4061557 10.0570947 -1.7050999 2.1024902 8.8429769 10.3046068 -1.4297314 2.6170633 14.6437179 8.2923074 9.8024272 6.4346799 11.1770067 9.9715259 9.320960 11.805274 10.081806 -1.705100 9.554871 9.077307 11.754175 9.104896 6.782968 10.137085 8.768834 10.637744 7.605741 10.514297 13.780517 11.678697 7.550157 10.732620 7.180824 12.767755 11.630798 4.816804 12.610631 11.190325 10.104896 10.163565 6.661450 14.521557 13.108959 3.202026 11.292660 10.8076216 10.1327560 0.8800977 9.4101717 11.2914250 10.6277241 13.6608678 9.8894527 9.4863908 8.4663049 10.3081017 12.0483448 15.8526516 4.3825912 8.7688337 11.1591207 8.4321193 6.8420222 9.8908517 11.9428113 NA 8.6852968 11.3037317 10.0736159 9.2154808 9.5729965 7.5874498 8.5489756 7.4140687 6.6125412 8.8819677 2.1024902 0.2951352 8.8323464 0.2951352 9.2529556 5.1024818 11.2873583 13.7840038 10.9235736 10.4365966 11.6036093 4.3395222 1.9955569 -1.7050999 12.1836810 9.7018645 4.3174994 10.7996987 11.6871771 7.3091489 6.2139907 10.3632345 12.7985190 10.5525159 10.1137103 3.2493240 6.7789445 9.9718213 9.6630888 7.1959952 10.6108437 TCGA-22-4605 78 1 974 NA lung stage ib t2 n0 m0 female 2003 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1946 r0 NA NA NA NA 6 4 4 2 4 1 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5282285 0.5773442 -1.4227525 7.5801229 NA 2.2777468 5.7472343 1.1622745 9.6786272 5.5430937 3.0367319 8.9760520 6.3052282 4.8440944 2.2777468 2.3846577 1.1622745 3.2211656 NA 8.6230679 11.9494931 9.2202625 5.7964758 8.1086896 4.7472316 10.6491057 5.6433973 1.3846577 4.2497335 5.2355203 6.1622705 1.5772959 13.9443440 10.1362072 11.9367832 11.7714494 5.6107325 -1.4227525 11.6797760 0.1622100 9.5733296 4.5773080 0.8992530 6.9824495 11.3726112 5.5033074 11.0390434 13.2021419 10.5677667 10.7536590 5.2638081 NA 9.7091652 4.7270546 4.7065913 10.6517842 4.2497335 10.1227553 1.3846577 8.0469499 8.5982882 6.9126990 0.1622100 -0.4227525 7.8627105 0.8992530 0.1622100 9.4916932 5.4961715 NA -1.4227525 9.1744296 0.6164518 3.1008768 3.1592578 3.1622745 2.1622745 7.2175535 9.6727052 0.8992530 6.4038574 2.4841897 0.057939 0.146070 0.146070 0.571300 -0.223550 0.936300 0.950170 0.154420 0.154420 0.126230 0.126230 -0.245870 0.391810 -0.068261 -0.049154 0.028481 0.028481 -0.267090 -0.067324 -0.067324 0.281210 0.089127 -0.057654 -0.057654 0.087679 0.087679 0.273160 0.273160 0.475290 0.000000 0.057939 0.057939 0.146070 0.146070 -0.269610 -0.276980 -0.260230 -0.260230 0.571300 -0.223550 -0.223550 -0.223550 -0.223550 -0.454150 -0.339640 0.127860 0.131840 0.126230 0.126230 -0.245870 -0.068261 -0.068261 -0.068261 -0.068261 -0.078411 -0.078411 -0.078411 -0.049154 -0.049154 -0.049154 0.028481 -0.254670 -0.254670 -0.067324 0.281210 0.281210 -0.082801 -0.082801 -0.304510 0.089127 0.089127 -0.057654 -0.103550 0.087679 -0.070402 -0.070402 0.465530 0.000000 0.000000 0.000000 0.000000 0.000 0.000 0.000 0.000 0.000 0.000 -0.255 0.000 0.281 0.000 0.000 -0.296 -0.296 0.000 0.000 -0.104 0.000 0.000 0.000 0.273 0.273 0.000 0.466 0.146 0.146 -0.260 0.311 -0.224 -0.224 0.000 -0.280 0.154 0.154 0.126 0.126 -0.042 0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.255 0.000 0.281 0.000 0.000 -0.296 -0.296 0.000 0.000 -0.104 0.000 0.000 0.000 0.273 0.273 0.000 0.466 0.146 0.146 -0.260 0.311 -0.224 -0.224 0.000 -0.280 0.154 0.154 0.126 0.126 -0.042 0.194 0.000 0.000 0.000 0.000 8.5982882 8.6052143 -1.4227525 6.2915538 8.9048607 10.0494912 10.4038566 8.6515835 10.5459749 NA 6.0530418 1.1622745 2.0367495 11.8971214 -0.4227525 10.6875925 7.0930076 8.7683673 10.9903410 14.2101614 6.0285183 10.6514496 10.6998127 -1.2722973 11.3388594 NA 4.6647729 9.2567882 10.0474331 6.9268771 1.8992530 15.3583348 7.5227518 9.9781876 5.9348609 11.1347719 9.8139203 10.5556611 11.7712955 10.2638087 -1.4227525 9.1632096 8.3288522 11.8280507 9.5982882 7.5517229 10.6887699 9.4352892 11.0072118 8.9337600 13.4222100 13.7528577 12.5264965 8.8603964 10.6062502 9.8204822 13.6523276 10.8426302 4.2320851 13.2021419 11.5161526 10.2729715 10.7120553 7.5021205 13.4221311 12.2014182 -0.4227525 9.8776607 10.8658859 11.4380072 1.5772959 8.9227134 11.5282285 10.2381954 14.8737403 9.3396901 8.8216244 8.6871387 9.8091293 8.6230679 15.6195233 9.6786272 9.4352892 11.2848830 8.6230679 6.2283608 9.1528474 11.6552921 NA 8.8228608 10.8890565 9.6038316 9.3942918 10.1362072 8.3255011 6.4290569 6.8673269 6.0691608 9.2690516 0.5773442 5.9610120 8.7559731 0.8992530 9.1038073 3.2211656 11.0390434 12.2872535 10.6641079 10.5832835 11.1547370 5.2638081 NA NA 11.7038513 9.5588755 6.5430922 10.6517842 11.6341152 10.5495700 3.7867636 10.1227553 12.2284720 10.2193599 9.6707256 NA 9.5300495 9.1741222 9.9765860 7.7065913 10.3111709 TCGA-22-4607 75 1 587 NA lung stage ib t2a n0 m0 male 2003 547 no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1948 r0 white NA 1 1 4 NA 2 3 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 2.809058e-06 5.895554e-07 13.265306122449 43.8775510204082 19.3877551020408 7.14285714285714 16.3265306122449 -0.4239133 10.7096163 NA NA 6.4890419 NA 3.6205512 2.7460762 NA 11.8016617 4.1611137 0.1611783 9.5978270 7.2485785 3.8980826 -1.4239133 NA -0.4239133 0.8980922 NA 9.0908669 10.0554279 10.3002404 6.2835125 7.5068899 5.3310387 11.7456082 NA 3.3310459 NA -0.4239133 10.9062295 0.1611783 13.8762148 9.6375242 10.6853307 11.9776991 7.2343643 NA 12.8795056 2.7460762 10.4153173 3.2765860 NA NA 9.0048168 4.2491419 9.2245106 12.6183612 9.5901735 9.7283680 2.8240754 NA 9.3377042 -1.4239133 1.7460977 11.4436247 2.8980729 9.1336167 3.7856029 8.8684747 5.1153121 4.7258993 NA 3.7460762 6.8001544 -0.4239133 NA 9.7529494 4.7054361 NA NA 10.9863393 NA 3.2765860 -0.4239133 0.1611783 0.5761835 3.3310459 8.8205169 NA 7.6314354 3.3611788 0.48817000 0.01419000 0.05850900 0.71584000 -0.55025000 0.03915100 0.09391100 0.71264000 0.00000000 0.05323700 0.05323700 0.02749700 0.07699800 -0.58667000 0.00487750 -0.00456950 0.03312700 -0.57910000 0.08117700 -0.00885260 -0.02151000 0.49978000 0.01530800 0.01684500 -0.09115500 -0.10063000 -0.01023200 -0.03272300 -0.08519200 -0.13225000 -0.06576000 0.03976100 -0.00083264 0.05850900 0.01155400 0.04145800 -0.58195000 -0.58195000 0.76255000 -0.58859000 -0.55025000 -0.53510000 -0.55379000 -0.60044000 -0.58776000 0.61988000 -0.59915000 0.05323700 0.01153900 0.02749700 -0.59614000 -0.58667000 -0.58667000 -0.58667000 0.01852300 0.01852300 0.02665400 -0.52532000 0.00487750 -0.02932400 -0.05448800 -0.57618000 -0.57618000 0.04797800 -0.00622860 -0.00622860 -0.05853000 -0.01974300 -0.66019000 -0.66019000 0.40400000 0.01684500 -0.73699000 -0.10063000 0.08074500 0.02020300 -0.12741000 -0.12525000 -0.13225000 -0.13225000 -0.13225000 0.000 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 -0.611 0.000 0.000 0.000 -0.101 -0.101 0.000 0.432 0.000 0.000 0.000 0.000 0.000 0.000 -0.582 0.077 -0.550 -0.550 -0.588 -0.588 0.616 -0.563 0.000 0.000 0.000 0.000 -0.587 -0.587 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 -0.611 0.000 0.000 0.000 -0.101 -0.101 0.000 0.432 0.000 0.000 0.000 0.000 0.000 0.000 -0.582 0.077 -0.550 -0.550 -0.588 -0.588 0.616 -0.563 0.000 0.000 0.000 0.000 -0.587 -0.587 -0.132 -0.132 6.8615547 7.0437590 -0.4239133 6.1230474 5.8799336 8.7709100 9.8644423 8.9115433 10.4177173 1.1611137 6.0437579 NA 1.8980922 12.9235667 NA 9.5733325 7.7131438 8.9424752 11.0224195 12.7424730 5.1307415 11.3897338 11.4465177 -1.4239133 9.3746248 0.5761835 5.2485766 9.7983441 9.7510787 2.7258938 2.0355887 14.6387051 7.8522773 10.0039895 5.5303486 9.8850607 8.0518865 8.825266 12.363647 9.874788 NA 8.072008 6.205510 12.173042 9.189021 9.219107 10.393137 5.083949 9.764117 11.150983 10.397528 14.361273 10.450750 7.314245 9.136486 5.959858 12.665686 11.446132 5.505116 12.618361 10.799551 9.737915 9.362423 6.421642 14.682618 10.600600 1.383497 10.194538 10.9356280 10.5462588 1.8980922 7.6341445 10.7096163 11.0702585 13.4266797 9.5992142 9.0341596 10.1802429 9.9860743 10.8739290 14.2835930 11.8016617 5.0839494 9.9976918 7.3310405 6.1535824 8.7745980 11.3188834 NA 7.4739987 10.7038249 9.5999073 8.9259870 9.6375242 9.6469448 6.4090430 5.1611137 4.8429386 8.9950596 NA NA 8.1249748 1.5761351 7.7928989 3.9337048 9.2245106 13.1179756 12.0718831 8.9413819 10.2423769 2.8240754 -0.4239133 -0.4239133 11.0154644 8.9292998 1.5761351 11.4436247 10.5476965 5.9337048 4.7460762 9.1336167 12.6608783 11.4755099 8.5719202 -0.4239133 8.9759649 9.5015367 9.4770197 7.3835082 10.5190340 TCGA-22-4609 81 1 291 NA lung stage ia t1 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 77 NA r0 white NA NA NA 3 4 4 4 4 2 3 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5680908 NA 1.2471376 8.0266142 1.2471376 1.8992143 6.2125830 4.3939721 9.9321281 6.7751651 1.2471376 10.9950823 9.7118208 7.9356295 NA NA 0.7617108 0.7617108 NA 8.2046460 12.0748120 9.3793535 4.9316263 9.2797652 2.8321001 10.5427341 2.4397827 7.1676951 -1.5602173 3.0836219 6.8744023 1.0247452 14.4539244 10.2223630 11.4001382 12.0436323 6.5638949 -1.5602173 11.0820515 3.1402060 9.2185330 5.2341909 0.4397827 1.6097077 11.8178549 5.9615307 11.2649317 13.1802364 11.5428980 10.3599893 5.7617028 NA 9.4510015 NA 5.5378055 10.2170295 5.7158989 11.1763875 3.7251740 9.0312965 8.5945922 6.8909853 1.2471376 0.4397827 7.9924433 5.1402142 -1.5602173 9.2439051 6.1121997 NA -0.5602173 9.2422905 0.5101518 5.8320925 3.9841974 3.9943625 4.4397760 -0.5602173 10.1280245 1.7617108 6.9276144 2.7043187 0.0467000 0.0000000 0.0000000 0.4004400 0.0090312 1.0483000 1.0900000 -0.3936300 0.0022193 -0.0029091 -0.0029091 -0.4060600 0.3928000 2.6226000 -0.0114730 0.0031910 0.0031910 -0.0172540 0.0090312 0.0090312 0.0200630 0.4272100 -0.0013858 -0.0013858 0.0075000 0.0075000 0.3818800 0.0171240 0.0367940 -0.0522610 -0.3778600 -0.3995400 0.0000000 0.0000000 0.0000000 -0.3994100 -0.3994100 -0.3994100 0.4004400 -0.4082700 0.0052508 0.0052508 0.0052508 -0.4034000 -0.4034000 -0.3936300 0.0022193 -0.0029091 -0.0029091 -0.4060600 -0.4046200 -0.4046200 -0.4046200 0.4016100 -0.3938600 -0.3938600 -0.3938600 -0.0114730 -0.0114730 -0.0114730 0.0031910 -0.0172540 -0.0172540 0.0090312 0.0200630 0.0200630 0.0108410 0.0110520 -0.3925200 0.0408920 0.4272100 -0.0013858 0.0346770 0.0075000 -0.0033243 -0.3860500 0.0367940 -0.0522610 -0.0522610 -0.0522610 -0.0522610 -0.394 -0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.365 0.000 0.000 0.000 0.000 0.000 -0.399 0.400 -0.408 0.000 0.645 -0.403 -0.394 0.000 0.000 0.000 -0.406 0.393 -0.405 0.000 0.000 0.000 -0.394 -0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.365 0.000 0.000 0.000 0.000 0.000 -0.399 0.400 -0.408 0.000 0.645 -0.403 -0.394 0.000 0.000 0.000 -0.406 0.393 -0.405 0.000 0.000 0.000 8.9205643 7.3645864 1.0247452 8.7205449 8.7807369 10.3932432 10.9038093 8.6271264 9.2844799 0.7617108 6.9633366 1.0247452 2.2471376 12.0718606 0.4397827 11.4211631 6.7526576 8.8093717 11.1664139 14.1379633 5.8320925 10.6246495 10.6649816 0.4397827 11.0482600 -0.5602173 4.4841704 8.8712717 9.9808612 -1.4096615 2.0247452 15.5318499 7.6565200 10.1011069 6.1471337 12.2990178 9.8894387 10.51592174 11.86970391 10.45135084 0.02474519 8.59205893 9.45518932 11.44837787 9.63391539 6.82347807 10.93262882 6.54829790 12.05354063 7.41991384 10.54240607 14.08908650 12.05689724 9.82779140 10.87388108 9.07276931 13.86213465 10.71182070 4.64238967 13.18023643 11.92999832 10.88375376 10.49945667 8.22277221 13.42470658 12.10233131 1.02474519 9.91652038 11.6839893 11.4850219 1.4397827 9.8976681 11.5680908 10.3877763 14.1024968 8.8277914 9.1491595 8.1676946 10.1302087 9.2599532 16.3536628 9.9321281 6.5482979 12.0023744 8.5535164 6.3939704 11.2579569 12.5737191 NA 9.1051102 11.3332653 9.8945876 9.9012537 10.2223630 8.6283632 8.8148135 8.5793254 7.4759474 9.2766134 -0.5602173 0.7617108 9.5105660 0.7617108 9.8294055 5.4950555 11.2649317 12.4249046 10.4443458 11.1451906 11.7456934 5.7617028 1.4397827 -1.5602173 12.3132183 10.2418866 6.8868574 10.2170295 11.8316890 7.1505810 5.4841671 11.1763875 11.9069976 9.7801806 10.0741314 2.8321001 10.3112944 10.0213560 9.6727946 7.1471337 10.4369536 TCGA-22-4613 73 1 358 NA lung stage ia t1b n0 m0 female 2004 131 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 30 1958 r0 white NA 4 1 5 2 NA NA 2 1 1 3 NA NA 0 4 7 0 0 0 0 0 0 0 0 4 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 4 0 0 0 4 0 0 0 4 4 0 4 4 0 0 0 4 0 4 1 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 4 1.855366e-05 5.583437e-06 10.7496463932107 19.9434229137199 33.3804809052334 9.33521923620934 26.5912305516266 -0.1762506 11.6462480 NA 3.2831069 8.3393770 5.9936019 -0.1762506 5.4017090 2.4086304 8.1812293 3.8236780 1.4086575 7.7365663 1.4086575 2.8236678 NA -0.1762506 1.4086575 0.8236678 -0.1762506 7.7836793 10.9354650 9.5396392 5.8236780 7.8843732 3.2831069 9.2953525 1.4086575 NA 2.1456122 0.8236678 6.4675338 NA 14.3519982 10.3954299 10.7055559 10.9071566 4.7778720 1.4086575 11.9657843 0.8236678 9.6890239 4.5785644 1.4086575 7.2583050 10.5261097 3.9936019 9.1044481 13.8637957 9.8123618 11.0419983 4.8680694 0.8236678 9.9973544 NA 3.1456122 9.7380624 5.9529602 10.1910919 NA 9.1159990 7.1090795 4.8236780 NA -0.1762506 6.0331300 NA -0.1762506 9.1297389 4.6816573 3.1456122 3.9936019 11.0488847 NA 5.3782654 NA 8.0135019 3.4086439 -0.1762506 9.3215290 3.7305639 7.4603019 -0.1762506 0.01558700 2.72950000 0.66882000 2.31660000 0.01530800 0.47547000 1.57290000 0.00000000 0.00000000 0.03976100 0.03976100 0.05138700 0.53302000 1.31660000 -0.00187750 0.11668000 0.02004500 -0.33549000 0.19527000 -0.17740000 0.73606000 0.60521000 -0.36759000 2.14540000 -0.03885000 -0.39769000 0.00861350 0.00861350 0.94588000 -0.10460000 -0.00394390 0.01558700 0.15846000 0.03411300 -0.57041000 -0.54258000 -0.53865000 -0.53865000 -0.09683600 -0.10906000 -0.55737000 -0.56435000 -0.56435000 -0.58874000 -0.58735000 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10.403936 8.903162 9.349198 2.631034 6.952960 NA NA 12.283365 NA 10.888420 9.209540 9.020894 11.111719 14.446244 3.408644 10.801673 11.167418 NA 7.818031 NA 1.823668 9.125173 10.722271 NA 2.993602 15.299664 8.198717 9.788018 4.145604 11.357007 8.712420 9.496103 11.720388 10.098638 NA 13.109079 8.591862 10.963868 9.489013 7.800957 10.272826 8.517164 10.516284 10.464826 10.996730 14.129312 11.277976 7.605037 10.162414 8.727559 12.489679 11.449386 4.681657 13.863796 11.485010 9.870801 10.329489 8.358953 13.712690 12.685540 5.730567 10.243637 10.418002 10.726806 3.823678 9.028248 11.646248 10.394482 14.737920 9.661305 9.996955 8.769121 10.154594 10.770584 15.891574 8.181229 8.517164 10.486346 8.141090 5.578564 10.480102 10.281058 NA 8.136560 11.625790 8.795221 7.611580 10.395430 7.993602 8.862596 7.748489 6.467534 9.643856 1.823668 2.823668 8.189999 NA 9.276948 5.215993 9.104448 13.100092 11.520645 10.366709 12.022122 4.868069 3.145612 NA 9.716979 9.744030 2.408630 9.738062 11.237834 6.249942 5.283111 10.191092 12.588756 11.395430 9.254130 5.777875 7.537923 8.974998 9.988584 8.534484 9.812362 TCGA-22-5471 75 0 NA 1845 lung stage ib t2 n0 m0 male 2005 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r2 white NA NA NA 1 3 1 5 1 2 1 1 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 7.456142e-06 2.358222e-06 12.1951219512195 30.3135888501742 30.6620209059233 5.57491289198606 21.2543554006969 NA 10.4657478 -1.4747329 2.1103967 7.8383171 1.9848810 -1.4747329 2.5254425 -1.4747329 4.5478015 4.0489947 NA 9.9156031 9.7232652 6.0172872 1.1104301 NA -1.4747329 1.3327938 -0.4745324 7.5588569 10.3161899 7.4080775 -0.4745324 8.1028628 1.8473556 8.9683776 NA 3.0490034 NA -0.4745324 7.5197880 -1.4747329 16.0586040 10.1150853 10.3067939 11.1281330 4.1401406 NA 11.6975491 2.2258610 7.8005809 1.1104301 -1.4747329 5.8383165 10.0946252 4.5489113 10.4561715 12.6422654 9.2919631 9.7825273 4.0489947 NA 10.1094571 1.5254174 1.1104301 10.4628080 6.1836453 10.3961842 NA 9.6566481 5.8652854 2.6128950 NA NA 6.0252791 -0.4745324 NA 8.1234867 4.4323247 NA 0.5254676 11.7491342 NA 5.5254331 -1.4747329 -0.4745324 6.4263017 1.3327938 8.2769781 NA 7.5533405 2.4447731 0.8697000 0.6364600 -0.0380340 3.3640000 -0.1765100 0.2345700 0.2345700 0.7757900 0.1331700 0.3390100 0.3390100 -0.1469500 3.6569000 -0.5252200 3.6569000 0.0424490 0.6315300 -0.3078000 0.2543300 0.2292900 -0.2133000 0.3726500 0.2889700 3.6569000 0.6249700 0.6249700 0.3370400 0.8950700 0.0444580 -0.1088000 -0.2547900 -0.3101400 1.0122000 -0.0380340 -0.0380340 -0.2477000 -0.2477000 -0.2477000 0.1392400 -0.1765100 -0.2487900 -0.0160170 -0.0178030 -0.2652800 -0.2652800 0.0000000 -0.2317800 0.3390100 0.3901500 -0.6124900 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10.4221450 7.4825361 9.4679487 11.1109695 13.9065039 5.5141191 10.6608228 10.4646460 2.2258610 10.6865660 NA 7.8405835 9.1511429 9.9548356 2.4080868 2.6953703 14.6858768 7.2903055 8.8862813 2.7733634 11.2230534 8.8663968 9.1244171 12.1680500 10.2439670 0.5254676 10.0167863 9.3662120 11.4172179 9.3108865 7.8062048 9.4263010 5.8563508 9.8608134 7.4650137 11.9467101 14.0279552 10.4980551 7.0489957 9.9543177 8.0092497 12.7760287 10.8772016 4.2018142 12.6422654 12.0152821 11.0713639 10.0563281 6.3067945 14.3429043 12.3375112 2.6953703 9.7373224 10.9514368 12.2006194 -1.4747329 8.3472081 10.4657478 11.0641081 13.9377380 10.0480157 8.6071172 8.6287218 9.8119919 10.1465703 15.9260051 4.5478015 5.8563508 10.7367141 9.6662640 5.3709245 8.0292602 11.7175728 -0.4745324 8.1782789 11.5495349 8.8574707 8.9950760 10.1150853 5.5698283 7.1216237 7.2702682 5.4912182 8.6585764 0.1103632 1.9848810 6.6287226 0.1103632 8.8961217 6.9889584 10.4561715 13.2597204 10.4624401 9.7668216 10.7977723 4.0489947 6.8741625 5.8563508 10.5187264 8.8807853 6.0800223 10.4628080 10.9311075 6.7103092 2.1103967 10.3961842 12.0160344 10.4818103 9.5643532 4.1401406 9.0001541 10.4180567 8.3214736 6.7590533 9.6579338 TCGA-22-5472 67 1 1975 NA lung stage ib t2a n0 m0 male 2005 1944 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 35 1964 r0 white not hispanic or latino NA NA 4 1 2 5 4 1 3 4 4 2 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 1.088944e-05 4.647084e-06 6.56455142231947 16.4113785557987 63.4573304157549 3.50109409190372 10.0656455142232 NA 11.80186426 -0.52450001 -0.52450001 7.16543264 NA 4.60471778 5.94238782 3.17587585 9.29001723 4.30832447 NA 4.40616928 2.17587585 6.21014530 1.28279562 -0.52450001 -1.52450001 3.02695937 1.28279562 7.71622615 11.68000593 8.81973076 6.04529006 8.24857421 1.93485614 11.78675737 1.47544811 NA 2.17587585 3.11928977 8.59567260 6.85047441 13.99323732 9.97975728 11.42526149 11.96340039 2.72336197 NA 11.34387153 -0.52450001 9.65465339 3.76083835 NA NA 11.06086451 5.73414327 9.50195817 13.55700143 11.56653953 10.19730726 4.03002702 NA 9.27147447 0.06046249 4.88482744 11.06485187 3.99899878 10.54790235 NA 7.43543691 6.69460305 6.43543691 0.47539622 -1.52450001 5.96728852 1.28279562 NA 9.10843010 5.30832447 NA -0.52450001 11.18171493 -0.95903745 2.93487501 4.60059090 3.90169717 NA 7.11205891 9.53613063 NA 6.72810010 0.79734507 0.02454800 -0.02507200 -0.01133500 0.70045000 -0.49312000 0.18768000 0.18768000 0.02932500 0.02932500 0.17664000 0.17664000 0.11961000 0.11961000 -0.58294000 0.05850900 0.00488190 -0.01067400 -0.43940000 0.09405600 0.02188400 0.13066000 -0.37256000 -0.06356900 -0.06356900 -0.03544800 -0.03544800 0.10687000 0.10687000 0.09521700 -0.09155200 0.02454800 0.02454800 -0.02929100 -0.01133500 -0.01133500 -0.58058000 -0.58058000 -0.58058000 0.09914200 -0.50291000 -0.49312000 -0.49438000 -0.49438000 -0.48785000 -0.48785000 0.02932500 0.02932500 0.17664000 0.13583000 0.09536300 -0.58294000 -0.58294000 -0.58294000 -0.00816240 -0.06517900 -0.06517900 -0.06517900 0.05266800 0.05850900 0.05850900 -0.01067400 -0.43940000 -0.43940000 0.09405600 0.11215000 0.13066000 0.00875280 0.02721600 -0.37256000 -0.37256000 -0.37256000 -0.06356900 -0.03544800 -0.03544800 0.00041593 0.00041593 0.09521700 -0.09155200 -0.09155200 -0.09155200 -0.09155200 0.000 0.000 0.000 0.000 0.000 0.000 -0.439 0.000 0.131 0.000 0.000 -0.373 -0.373 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.107 0.000 0.000 0.000 0.000 -0.581 0.601 -0.493 -0.493 -0.300 -0.488 0.000 0.000 0.177 0.177 0.120 0.120 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.439 0.000 0.131 0.000 0.000 -0.373 -0.373 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.107 0.000 0.000 0.000 0.000 -0.581 0.601 -0.493 -0.493 -0.300 -0.488 0.000 0.000 0.177 0.177 0.120 0.120 -0.575 0.000 0.000 0.000 6.45271403 7.59177889 0.06046249 7.34271385 6.95116813 10.54186036 10.71443658 8.51814758 10.07859743 0.47539622 6.54152413 0.79734507 1.06039331 11.79015961 0.79734507 11.32646348 5.60471778 8.92767605 10.71890040 13.80477565 5.25679556 10.76054798 11.01556280 0.06046249 10.23989169 NA 6.42963103 9.59502432 9.45485282 4.74633964 1.06039331 14.90869419 7.62518207 9.36873627 4.66526200 10.75243150 10.02232925 10.399134 12.342405 10.501266 -1.524500 8.790584 7.744561 11.743538 9.587874 6.620094 11.100230 6.508858 11.542530 10.885621 10.492939 13.348158 11.671422 7.612426 10.692787 8.903795 13.094795 11.279969 4.296634 13.557001 11.666494 10.038631 10.485613 7.586570 13.659989 11.661859 1.475448 10.332249 10.89881336 11.89025212 0.79734507 9.09565468 11.80186426 10.66123939 14.73353959 9.56422305 8.80524247 8.66649387 10.34464300 9.38157388 15.56504043 9.29001723 6.50885804 11.47173170 8.64285281 4.72336197 8.24857421 10.19781540 NA 8.78035636 10.16848610 10.27269101 8.76199262 9.97975728 10.20760226 4.79736064 5.50885645 6.75155879 9.76430087 NA 0.06046249 9.13364623 -0.52450001 9.01653142 2.93487501 9.50195817 12.33176304 10.84093705 10.45735872 11.41391173 4.03002702 -0.52450001 1.47544811 10.91344685 10.05002833 6.05286362 11.06485187 11.20802623 6.27633474 5.73282272 10.54790235 12.41299251 10.34387158 9.29800550 NA 11.11296534 9.84058707 9.94049097 7.74689787 10.63278168 TCGA-22-5473 78 1 1933 NA lung NA t3 n0 m0 male 2005 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 45 1942 r0 white not hispanic or latino NA NA 5 2 3 4 2 2 4 1 2 2 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 5 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 4 0 0 4 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 5 0 0 0 0 0 4 4 4 0 0 0 0 0 4 0 7 0 4 0 4 0 0 0 0 0 0 7 4 0 4 0 0 0 4 4 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 4 1 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 7 2.295798e-05 8.427174e-06 9.16030534351145 43.40239912759 24.1003271537623 6.97928026172301 16.3576881134133 NA 10.99918008 NA -0.64656378 8.03124134 3.63891951 -1.64656378 3.74583967 0.67545465 2.26041715 4.82925592 -0.06145073 10.77768789 3.81294996 4.08144189 -0.64656378 NA NA 3.77978501 -0.64656378 6.61561640 11.11611129 7.89461832 -0.06145073 8.37172177 1.81294996 11.02638892 -1.64656378 6.54827786 -0.64656378 1.52346159 5.61090967 -0.64656378 13.87390737 10.16208362 11.36142492 10.98492609 6.29603702 NA 12.05385300 1.81294996 9.33175313 2.44097877 2.16088793 -1.64656378 10.20589513 3.56453670 10.91909982 13.82744931 10.62527643 9.89130298 5.29603518 NA 9.94223635 -1.64656378 -0.06145073 10.52469841 4.16087986 10.27387449 -1.64656378 8.49945368 6.59669517 4.10840736 NA -0.06145073 6.24226523 -1.64656378 -1.64656378 9.43367286 4.89268245 -1.64656378 -1.64656378 8.60855017 0.08909132 3.21149509 NA 0.67545465 0.35354914 -0.64656378 8.64123387 -0.06145073 7.27238531 -1.64656378 0.143400 0.536960 0.089416 2.103300 -0.337680 1.158100 0.954680 -0.346640 0.046417 2.411300 1.359400 0.862950 0.564180 0.059651 -0.259140 1.282700 0.551070 -0.313540 -0.328960 0.565780 0.043582 0.070099 0.088113 0.088113 0.044148 0.445850 0.108330 0.055339 0.122850 0.814930 -0.328900 -0.329010 0.536960 0.128450 0.051387 -0.340440 -0.340440 -0.340440 0.434290 -0.326700 -0.301450 -0.312950 -0.361020 -0.333990 -0.333990 -0.346640 0.027638 0.038630 0.073115 -0.397640 1.911200 -1.235800 0.059651 -0.385600 0.731890 0.731890 -0.314430 -0.316190 -0.233490 -0.345950 -0.350650 -0.322750 -0.322750 -0.324140 0.016004 0.016004 0.070960 -0.310730 0.224840 0.224840 0.070099 -0.331330 0.065513 0.059508 -0.782860 -0.350300 0.072396 -0.238510 -0.238510 -0.238510 -0.238510 0.732 0.426 -0.233 -0.233 0.525 0.525 -0.285 -0.329 0.000 0.000 -0.291 -0.364 0.155 0.000 -0.331 0.000 0.000 -0.185 0.143 0.000 0.000 -0.350 0.000 0.408 0.000 -0.340 0.000 -0.338 -0.338 0.621 -0.334 -0.347 0.000 0.423 0.423 0.215 0.564 0.000 0.000 -0.239 -0.239 0.732 0.426 -0.233 -0.233 0.525 0.525 -0.285 -0.329 0.000 0.000 -0.291 -0.364 0.155 0.000 -0.331 0.000 0.000 -0.185 0.143 0.000 0.000 -0.350 0.000 0.408 0.000 -0.340 0.000 -0.338 -0.338 0.621 -0.334 -0.347 0.000 0.423 0.423 0.215 0.564 0.000 0.000 -0.239 -0.239 9.44693916 7.50326842 -1.64656378 6.04700827 5.55319460 9.74422805 10.28462853 8.23962955 9.83985396 2.81294996 6.75440118 NA -0.06145073 11.70418465 -0.06145073 11.01417499 7.81295317 9.12995474 10.97481120 14.32083798 4.30771995 10.53777712 10.39893999 NA 9.32506525 NA 0.93847400 8.81192822 9.92100244 0.24098590 -0.64656378 15.76656276 8.04002226 9.47116469 4.33080217 10.83506886 8.09498868 10.0651886 12.5551096 9.8756127 -0.6465638 9.1487496 8.9654686 10.9960247 9.1966574 8.4828047 10.5632796 7.8088490 12.5489669 8.6944843 13.1911003 13.8818231 10.9881059 7.3786616 11.1784804 9.4449571 12.3274880 11.5925234 5.3113215 13.8274493 10.5617560 9.4216281 9.7094233 6.9271688 14.5450542 12.5328088 3.5629750 11.0052461 10.67798350 11.00591853 3.60144693 9.25061085 10.99918008 10.77242840 14.67632914 8.98469871 9.45354001 8.83733747 10.30042795 10.65901340 14.37768737 2.26041715 7.80884901 11.09877581 6.44098375 4.84537463 8.49945368 12.05623547 NA 6.80473250 11.18165811 8.62264818 9.29236604 10.16208362 6.34787468 5.83733779 5.22388587 5.23616348 8.72202809 -0.06145073 6.06776777 7.94784613 -0.64656378 8.84837725 2.60145882 10.91909982 13.74456380 10.97968699 10.21072515 11.13590561 5.29603518 -1.64656378 8.14468475 10.82519684 11.00030534 5.27238531 10.52469841 10.43500511 11.17569412 5.96823133 10.27387449 12.59610033 10.62147875 8.67544971 6.50326922 7.61326495 9.42497729 9.28794965 7.56784050 11.08165473 TCGA-22-5474 74 1 445 NA lung stage ib t2a n0 m0 male 2005 445 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 1944 r0 white NA NA NA 5 3 1 2 2 2 1 2 2 2 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 3.017137e-06 6.935946e-07 11.214953271028 43.9252336448598 23.3644859813084 5.60747663551402 15.8878504672897 4.25822493 10.85835328 -0.87117872 -0.87117872 7.08604703 0.12895322 2.71391572 4.01060978 0.12895322 4.08314527 7.07731244 -1.87091485 8.33839812 6.97443524 3.03583502 1.29889288 NA 0.71387174 -0.05964529 0.45090770 8.24918268 11.28170509 9.59807800 5.69118797 8.66907284 4.31877236 9.38986447 -0.87117872 -0.87117872 -0.87117872 4.78715556 8.36854357 5.83630288 15.79905384 9.52875688 11.25015462 11.79838367 5.12894497 NA 12.81221371 0.45090770 9.56799656 3.08314527 NA -1.87091485 10.76966431 3.96386249 10.92234505 13.34889616 10.66494925 10.58855068 5.09473012 NA 10.22500120 NA 3.37687379 10.32000408 6.58837584 10.38101899 2.12895322 8.83457723 7.43955748 6.05375649 0.12895322 3.96183629 5.35776312 -1.87091485 NA 9.47435025 6.12894497 NA -0.87117872 11.61691053 -0.87117872 5.82243189 NA 2.45088132 2.12895322 -0.28612826 9.62029700 NA 7.18151307 2.68842657 0.674000 0.317710 0.436990 1.757600 -0.425170 0.510720 0.510720 0.065370 0.065370 0.028622 0.028622 0.125050 0.125050 0.493380 0.036229 0.156810 0.000000 -0.045770 -0.394640 -0.394640 0.159650 0.106430 0.006109 0.006109 0.336420 0.423180 0.121520 0.075832 0.073546 -0.023977 -0.428650 -0.408600 0.160100 -0.191240 -0.434630 0.065942 -0.409810 -0.409810 0.733600 -0.431480 -0.425170 -0.425170 -0.425170 -0.437240 -0.430610 0.065370 -0.049830 0.028622 0.028622 -0.035040 0.469980 -0.931790 0.493380 -0.146310 -0.255820 -0.255820 -0.148360 -0.069507 0.036229 0.036229 0.000000 -0.045770 -0.045770 -0.394640 0.175880 0.185710 -0.091804 0.096234 0.106430 0.106430 0.106430 0.006109 -0.322630 -0.065313 -0.411020 -0.411020 0.073546 -0.030267 -0.030267 -0.030267 -0.030267 -0.256 -0.256 0.000 0.000 0.000 0.000 0.000 -0.395 0.186 0.000 0.000 0.106 0.106 0.000 0.000 0.336 0.000 -0.429 0.674 0.000 0.000 -0.411 0.000 0.160 0.160 -0.410 0.000 -0.425 -0.425 0.080 -0.431 0.000 0.000 0.000 0.000 0.000 0.112 -0.146 -0.146 0.000 0.000 -0.256 -0.256 0.000 0.000 0.000 0.000 0.000 -0.395 0.186 0.000 0.000 0.106 0.106 0.000 0.000 0.336 0.000 -0.429 0.674 0.000 0.000 -0.411 0.000 0.160 0.160 -0.410 0.000 -0.425 -0.425 0.080 -0.431 0.000 0.000 0.000 0.000 0.000 0.112 -0.146 -0.146 0.000 0.000 8.9143974 8.6787297 3.0358350 6.0655831 8.0507857 10.3187695 9.9993096 8.4905597 9.2569392 2.5883728 6.1787943 NA 2.6525094 11.6926179 0.4509077 10.8268551 7.2400805 9.2064283 11.0910800 14.3399396 5.2786910 10.6029043 10.6914259 1.1289532 8.7110870 NA 11.2430126 8.6127605 9.8418931 -1.7074538 1.8294031 14.3461643 8.0582034 10.7893866 4.5039847 10.9806940 9.2157446 9.500177 11.416657 10.622050 NA 8.743655 7.283763 11.392801 9.570852 7.960252 9.169919 7.008528 9.794276 9.694047 13.104882 13.506427 10.224012 7.815445 10.798937 9.964206 13.007523 11.088947 4.737016 13.348896 11.416080 11.075486 10.336264 7.523407 13.824230 12.579254 3.376874 10.503984 10.6230505 11.5783516 2.5212518 8.6806531 10.8583533 10.6252994 13.8790489 9.1485356 9.6803601 7.6661636 10.3971945 9.2381226 15.7537190 4.0831453 7.0085283 10.9505196 6.3038702 6.5593970 11.3496255 11.6202970 -0.8711787 8.9201078 10.9873145 8.9086643 8.2044239 9.5287569 8.0552407 10.1292971 8.3733089 6.5924690 9.4395577 2.5212518 5.8568662 8.4062322 0.7138717 9.6617879 3.9103009 10.9223450 12.8484942 10.4056510 10.5570434 11.4977242 5.0947301 -1.8709149 2.0358350 10.1794739 10.0195892 6.3088541 10.3200041 11.2220323 10.4469227 5.7063731 10.3810190 11.8410420 10.3586650 9.5282228 5.1733393 8.1471449 9.6041008 9.5045274 8.1232984 10.2723282 TCGA-22-5477 65 1 1346 NA lung stage ia t1 n0 m0 male 2004 518 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 100 NA r0 white NA NA NA 5 2 2 5 2 2 4 1 2 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 4 4.855162e-06 2.046104e-06 12.3762376237624 55.4455445544555 13.8613861386139 5.94059405940594 12.3762376237624 -1.94397146 11.71000696 -0.94369394 0.37817866 8.37932074 -0.35882394 0.86362134 7.39270552 -1.94397146 10.58031812 6.02780871 -1.94397146 7.45072876 2.81116273 6.19581805 2.81116273 2.14371993 2.75670309 1.35343622 0.05630606 7.03640552 12.53661462 7.37367866 6.15955451 9.37424399 2.22620023 9.24794223 1.37817866 -1.94397146 1.22620023 5.95108418 6.87644573 4.56406106 13.28342443 9.11966120 10.41189258 11.26708969 8.23368582 -1.94397146 12.60953547 -1.94397146 8.95371077 4.05626270 2.86362134 -0.35882394 12.53433866 3.01138829 11.81303096 12.93681061 10.83844539 9.37600033 6.57982880 NA 11.60147201 NA 3.70011785 10.79118748 4.57982579 10.03747667 1.86362134 9.77479908 5.49089419 5.15429966 -1.94397146 NA 5.57982880 1.64122231 -0.94369394 8.80697327 7.68926142 2.05627137 -0.94369394 11.52450837 -0.40277873 4.41381746 1.56846996 2.14371993 -0.35882394 3.22618481 8.73134110 1.64122231 7.57196571 1.86671020 -0.161540 0.240000 -0.178530 3.656900 0.015308 1.041700 1.050200 -0.600030 0.207170 0.341120 0.498740 0.219910 0.272370 -0.213350 -0.183700 2.246000 1.751800 -0.602450 -0.550960 -0.568790 0.085943 0.211460 0.062794 0.060126 0.256830 0.256830 0.309530 0.309530 0.911780 0.577280 -0.606030 -0.606030 0.240000 -0.630070 -0.178530 -0.546800 -0.569420 -0.569420 0.297720 -0.369860 0.000000 0.000000 0.040185 -0.595360 -0.604190 -0.615560 0.081033 -0.587750 0.510540 -0.979200 -0.207570 -0.213350 -0.213350 0.100450 -0.647530 -0.647530 0.239380 -0.584510 -0.161660 -0.144250 -0.059269 -0.595650 -0.595650 -0.120430 -0.638880 -0.592440 -0.035993 -0.037762 -0.620350 0.187330 0.211460 0.244820 0.256830 0.256830 -0.219970 -0.219970 0.911780 -0.668730 -0.668730 -0.584180 0.442400 -0.596 -0.596 -0.585 -0.184 1.823 0.000 -0.596 -0.561 0.000 0.000 0.000 -0.508 0.113 0.000 0.000 0.257 0.257 -0.606 -0.162 0.310 0.000 -0.220 0.912 0.240 0.061 0.529 1.068 -0.370 0.000 0.412 -0.595 -0.470 0.130 0.499 0.499 -0.376 0.220 -0.080 0.100 -0.584 -0.142 -0.596 -0.596 -0.585 -0.184 1.823 0.000 -0.596 -0.561 0.000 0.000 0.000 -0.508 0.113 0.000 0.000 0.257 0.257 -0.606 -0.162 0.310 0.000 -0.220 0.912 0.240 0.061 0.529 1.068 -0.370 0.000 0.412 -0.595 -0.470 0.130 0.499 0.499 -0.376 0.220 -0.080 0.100 -0.584 -0.142 10.2681545 8.1450543 -0.3588239 -0.9436939 5.9810786 10.8443727 10.4410500 8.3288961 8.2336858 2.5156872 6.9510842 -1.9439715 -0.3588239 11.6646365 -0.9436939 11.6234617 8.8620099 10.2907842 11.7475866 15.6116042 3.4485838 10.0431748 10.7260371 1.6520046 5.6336957 -1.9439715 3.4825256 8.2970575 9.8712372 2.5137181 5.7427662 15.4289867 7.3393548 10.4247726 5.1958161 11.5256536 8.7653501 10.501281 11.526162 9.686988 NA 10.347437 9.002441 10.753451 9.063293 8.126387 10.710231 7.114258 11.003165 10.315421 13.628784 13.768928 12.718434 7.146378 12.318948 10.140410 12.153722 12.633931 5.693253 12.936811 11.925378 10.077246 11.212507 7.253483 14.298855 14.072182 4.448584 11.418484 11.7415625 9.6714360 -0.9436939 9.5886221 11.7100070 10.6967371 14.4550094 9.9223859 9.4718284 7.9855243 9.4908840 10.4854113 14.2602641 10.5803181 7.1142577 12.3223206 6.9142476 7.1384152 8.6440437 13.6340490 -1.9439715 7.4825313 11.6276633 9.4399705 7.5934845 9.1196612 8.4182098 6.3323911 6.3370367 5.2460926 9.5734435 -0.9436939 5.6412281 10.0438855 -0.3588239 8.9713987 3.0104576 11.8130310 12.5042534 10.5563611 11.3685819 11.2416062 6.5798288 1.2262002 NA 9.9304791 9.6284927 4.7841846 10.7911875 12.0692398 11.5243811 6.7037250 10.0374767 11.9685006 9.9297102 8.9495676 1.2262002 6.6965114 8.6544026 9.8997947 8.5136471 10.4204008 TCGA-22-5478 79 1 24 NA lung stage ib t2a n0 m0 male 2004 24 no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 NA NA NA NA 3 1 1 6 3 1 2 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5.305999e-06 1.699307e-06 15.3846153846154 16.8269230769231 31.25 9.61538461538462 26.9230769230769 NA 12.01405131 NA -0.92549456 8.41311676 -0.34062340 4.98127272 7.27061397 -0.92549456 8.74326519 5.86228276 -1.92576861 10.79355519 2.65935376 7.84586949 1.24427820 1.98126815 0.39626911 2.11263342 -1.92576861 7.86391368 11.29233797 9.62031001 7.22158519 9.26728952 2.93236359 12.81025358 NA -0.34062340 2.53381250 0.39626911 7.59990094 1.07436842 13.87226721 10.39968573 10.38783026 11.00437835 5.41423027 4.26420612 10.44397768 0.65937660 9.15206398 7.51109163 4.74680720 7.71823626 10.70267771 3.43474831 9.65934288 11.10606429 9.83218700 10.54600977 4.53381250 NA 9.09536010 NA 2.71824105 10.53381191 4.50064274 9.84751953 -0.34062340 8.58613309 6.21393241 6.08000523 -1.92576861 0.39626911 6.55416058 0.07436842 2.53381250 9.06661046 7.59008024 2.24430865 -1.92576861 10.47445916 3.79711677 3.80229663 1.88174292 1.24427820 3.74680720 4.24430865 8.77914840 NA 6.22412712 1.17197538 0.0535210 0.5327400 0.0230050 0.0548030 0.8838600 1.0519000 1.3191000 -0.3668000 -0.3668000 0.4783800 1.6185000 -0.0029091 0.3664100 -0.4901600 -0.2194800 -0.2011200 -0.2011200 -0.4974600 0.0797350 0.0797350 0.0273570 0.4966600 -0.4937100 0.4056100 0.0762790 0.0762790 2.3875000 2.2601000 0.3861800 0.7449900 0.0535210 0.0535210 0.5315600 0.0230050 0.0230050 -0.4928700 -0.4928700 -0.4928700 0.0575110 0.6465300 0.1038200 0.1038200 0.1038200 -0.4887300 -0.4988200 -0.3668000 -0.3620400 0.4783800 0.8290200 -0.5139300 -0.5147600 -0.4901600 -0.4901600 -0.4901600 -0.2258500 -0.2258500 -0.2160200 -0.2194800 -0.2087100 -0.2087100 -0.2011200 -0.4974600 -0.4974600 0.0797350 0.0237060 0.0237060 -0.2298200 -0.2298200 0.4720400 -0.1978700 0.4966600 0.1345000 -0.4705200 -0.2104500 -0.1582800 -0.1557900 0.3212500 -0.0415670 -0.0415670 -0.0707860 -0.0630320 -0.226 -0.226 -0.219 -0.219 -0.201 -0.201 -0.497 0.000 0.000 -0.230 -0.230 -0.246 -0.246 -0.359 0.135 0.000 0.000 0.000 0.000 -0.231 -0.231 -0.156 0.000 0.509 0.000 -0.493 0.000 0.647 0.647 1.319 0.830 -0.367 -0.367 0.478 0.478 -0.490 0.366 -0.490 -0.490 0.000 0.000 -0.226 -0.226 -0.219 -0.219 -0.201 -0.201 -0.497 0.000 0.000 -0.230 -0.230 -0.246 -0.246 -0.359 0.135 0.000 0.000 0.000 0.000 -0.231 -0.231 -0.156 0.000 0.509 0.000 -0.493 0.000 0.647 0.647 1.319 0.830 -0.367 -0.367 0.478 0.478 -0.490 0.366 -0.490 -0.490 0.000 0.000 8.9585507 9.4052972 1.0743684 3.3223031 5.6135405 8.9088513 10.5452933 9.6417471 10.0950131 0.6593766 6.6890895 NA -0.3406234 11.3852771 -1.9257686 9.7791486 8.6470806 9.4709850 11.1373220 13.7916551 4.8425666 11.5357318 10.5422405 NA 5.6593423 NA 4.9812727 9.2820047 9.6565176 4.4483790 2.1618554 13.0743803 7.1485213 10.4316573 7.1855157 9.9072703 10.1455074 11.694371 12.416455 10.328818 -1.925769 9.878915 5.868795 13.250047 9.974115 7.193321 11.538288 8.560210 11.406961 11.392923 12.301825 14.258248 11.854100 7.937018 10.090144 10.864118 12.947584 10.473391 6.278169 11.106064 11.770696 10.948593 10.008071 6.812473 13.634530 10.234882 1.396324 10.351377 11.8846507 11.8135280 1.2442782 8.7937691 12.0140513 11.0484363 14.7689007 9.3793019 9.1062399 9.1071148 9.7950521 8.9638842 15.0392175 8.7432652 8.5602098 11.4128381 8.3574684 8.2813946 10.0694408 13.5394046 NA 7.8687960 12.1181766 9.6033228 8.0729708 10.3996857 7.6946003 7.0911889 5.8817356 7.0828090 9.2789514 1.6593309 1.3963239 8.3352997 NA 8.5592031 4.5979423 9.6593429 12.3515950 11.3791594 10.6178955 11.4082345 4.5338125 0.3962691 7.5702352 11.2800208 10.6025902 4.8292661 10.5338119 11.2659022 8.2126520 5.4052981 9.8475195 11.8465918 10.2608041 9.0329331 1.3963239 8.1418144 9.5869627 9.7586906 8.0227473 10.7888405 TCGA-22-5479 64 1 2625 NA lung stage ib t2 n0 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1966 r0 white NA NA NA 2 2 2 3 2 2 3 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.95952668 1.41326911 NA 7.73219457 NA NA 5.69793780 NA 10.68512730 5.44302309 -1.17169339 10.69443259 6.72918022 3.41326911 1.82830661 0.41326911 NA 0.82830661 NA 7.85897996 11.20931488 7.24194026 7.80559299 8.65327145 1.15023471 11.36164249 1.41326911 2.41326911 1.41326911 1.41326911 6.17704075 2.52874633 14.22902414 11.03288396 11.42333708 11.58194740 5.30404735 1.82830661 11.95840064 -0.17169339 8.08993770 2.41326911 1.41326911 NA 9.94440973 4.87270566 10.37086109 13.50795067 10.46946142 10.23666374 3.87271058 NA 9.41327525 NA 2.52874633 10.15642670 4.07624268 10.23238987 NA 8.85621884 5.69867689 2.91576946 NA NA 6.38290238 2.63566154 -1.17169339 9.29285857 5.05712964 NA -0.17169339 8.71400917 0.04250426 3.22062404 -1.17169339 0.82830661 1.82830661 6.82831296 8.71553341 -1.17169339 6.86723178 1.99823162 0.4519000 0.2133000 0.0776500 0.5211800 -0.1123400 0.1674500 -0.1609000 -0.2226800 -0.2226800 0.1655000 0.1655000 0.1180000 0.1180000 0.7265900 -0.0045695 1.3729000 1.1399000 0.1478600 -0.0182160 -0.0182160 0.0098669 0.1092100 0.0043021 0.0043021 0.0481200 0.0481200 0.0022193 0.0022193 0.2479300 -0.0058140 -0.2202200 -0.2247800 0.2133000 0.0776500 0.0776500 -0.2326400 -0.2326400 -0.2326400 0.5211800 -0.1123400 -0.1411800 -0.1411800 -0.1411800 -0.1609000 -0.1609000 -0.2226800 -0.2226800 0.1655000 0.1655000 0.1180000 -0.1658600 -0.1658600 0.7265900 0.0093098 -0.2272400 -0.2272400 -0.2272400 -0.1856200 -0.0045695 -0.0045695 -0.2357900 -0.0046026 -0.0046026 -0.0182160 0.0098669 0.0098669 0.0044411 0.0044411 -0.0378980 -0.0378980 0.1092100 0.0043021 0.0481200 0.0481200 -0.2221900 -0.2221900 0.2479300 -0.0391350 0.0000000 0.0000000 -0.0058140 -0.227 -0.227 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.232 0.000 0.000 -0.222 0.248 0.136 0.000 -0.233 0.521 -0.112 -0.112 -0.161 -0.161 -0.223 -0.223 0.165 0.165 0.118 0.118 0.000 0.000 0.000 0.000 -0.227 -0.227 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.232 0.000 0.000 -0.222 0.248 0.136 0.000 -0.233 0.521 -0.112 -0.112 -0.161 -0.161 -0.223 -0.223 0.165 0.165 0.118 0.118 0.000 0.000 0.000 0.000 9.8091663 8.9472538 0.8283066 8.6129477 7.2419403 9.5416993 9.5408398 8.0057323 9.5647146 0.4132691 6.0474817 -0.1716934 1.4132691 11.7482934 -1.1716934 11.0066664 6.8169977 9.6162154 10.8372525 14.1737180 3.9982406 10.1864145 11.0628308 NA 9.7788688 NA 2.2877382 8.8027273 10.5386888 7.2523948 3.2206240 14.8437278 8.1592295 9.5596318 4.4430231 10.9900745 8.6500867 9.352855 11.817707 10.459945 NA 8.545989 9.625974 11.072677 10.042025 7.723131 11.051711 8.145725 10.402419 9.253529 13.289408 13.532703 11.167049 6.926345 11.781054 8.375207 13.420010 12.259680 5.385048 13.507951 9.996358 10.013808 9.579857 6.583200 14.270478 12.483284 1.828307 10.387212 11.2355805 10.6006273 0.8283066 9.4402598 10.9595267 10.4599446 14.6544128 9.0880560 9.7728272 8.4132755 10.4212370 10.1468555 14.7463607 10.6851273 8.1457253 10.9991768 7.0950995 5.7940961 9.7291795 10.4221708 NA 7.6548615 11.1792520 8.8226661 8.7722928 11.0328840 6.8055930 8.3141423 5.1320915 2.1502347 9.2556256 -0.1716934 4.5007383 7.5113075 -0.1716934 9.2334543 3.1502347 10.3708611 13.5564990 10.2477463 10.2697008 11.0193720 3.8727106 -1.1716934 1.9982316 11.3174081 10.1496773 4.8944007 10.1564267 11.0156649 7.3040464 2.2877382 10.2323899 12.6262782 10.5668273 8.2877442 NA 6.9368370 9.1960987 9.1648195 7.4319388 9.7419503 TCGA-22-5480 66 1 2170 NA lung stage ia t1b n0 m0 female 2002 2170 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 1952 r0 white not hispanic or latino NA NA 2 3 1 1 3 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4.647084e-06 1.352509e-06 10.8571428571429 23.4285714285714 27.4285714285714 9.14285714285714 29.1428571428571 NA 11.8511336 -1.8767311 11.3297834 7.4454602 8.5819387 -1.8767311 4.9223596 -0.2915920 9.9296790 8.8213684 NA 10.5906282 9.6088584 4.6626897 2.0304067 NA 2.0304067 1.2934293 1.5829413 7.4744717 11.7819668 7.5392736 4.9179473 8.4227401 6.0835346 7.1458995 1.2934293 6.1065263 6.3034410 3.9048887 6.0601706 3.1235338 15.8294269 9.2598826 12.5503866 11.7044973 5.8308916 0.1235338 11.2255078 3.3714613 8.5642455 4.2109966 NA NA 11.4912663 3.9324297 11.1284548 11.2176099 12.0037853 9.4881046 5.6153839 -0.8764662 9.0326753 -1.8767311 4.5829654 10.7299374 6.0423948 11.2340155 NA 10.5257448 6.6113716 4.7528877 0.4454089 -1.8767311 6.5244116 4.2528168 NA 9.4152785 6.3903186 NA NA 12.3222074 NA 5.9179473 1.8922356 1.2934293 4.9690215 1.8239531 8.7483277 NA 7.1150541 1.9236436 1.0855000 0.7474600 0.0568390 0.4650200 -0.0279450 0.1030700 0.0742650 -0.0164290 -0.0164290 0.0545180 0.0545180 3.6569000 -0.0197860 -0.0195080 0.0093098 0.6511200 0.1515900 -0.0358570 -0.5332300 -0.4892100 -0.4755400 0.0543760 0.1925400 0.1925400 0.0550880 0.0550880 0.1999900 0.1999900 -0.4701400 0.3744600 0.0767100 0.0093098 0.7379600 0.6059300 0.0732580 -0.2338600 -0.5443100 -0.5443100 0.9591900 -0.0279450 -0.0279450 -0.0279450 -0.0279450 0.0742650 0.0471260 -0.0164290 -0.0228470 0.0545180 0.1520300 -0.5665400 -0.0110600 -0.0110600 -0.0349040 -0.0195080 -0.0042929 -0.0042929 -0.0228810 0.0232860 -0.0071958 0.0075000 0.1981700 -0.5342900 -0.0358570 -0.5332300 -0.4797600 -0.4797600 -0.4840700 -0.4964000 -0.4797600 0.0543760 0.0543760 0.1790500 0.0589370 0.0550880 -0.1928300 -0.1345800 0.2257600 -0.3341000 -0.3341000 -0.3341000 0.3744600 0.000 0.000 0.000 0.000 0.127 0.127 0.000 -0.533 -0.480 -0.496 -0.496 -0.480 0.000 0.193 0.193 0.000 0.000 0.486 0.486 0.200 0.200 -0.135 -0.470 0.738 0.606 -0.544 0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.266 0.000 0.000 0.000 0.000 0.000 0.127 0.127 0.000 -0.533 -0.480 -0.496 -0.496 -0.480 0.000 0.193 0.193 0.000 0.000 0.486 0.486 0.200 0.200 -0.135 -0.470 0.738 0.606 -0.544 0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.266 0.000 10.9908109 9.6298398 7.0394115 8.1022424 8.8074042 7.9341036 9.9468994 8.9453063 9.7768252 1.4454619 6.5623233 NA 0.4454089 12.5238112 2.2109810 10.9738773 6.2109947 9.3065471 11.3467827 13.6524441 5.1679279 10.9290745 11.4846535 1.3236007 8.2489456 NA 2.1235338 8.9564220 9.7183233 -1.7923570 5.6233782 14.2921259 8.4499616 9.6814744 5.1235338 9.6387393 9.1008121 10.430733 10.926250 10.996784 2.981506 11.903149 8.604322 10.754027 11.171678 7.245066 11.471707 3.930889 11.469208 6.631327 10.835414 13.390246 11.307478 8.587057 11.355953 9.415278 13.302897 10.526544 3.998331 11.217610 11.497349 11.050755 10.914288 7.429594 14.848442 10.031925 2.878411 12.603123 10.5542461 13.8063074 4.2528168 9.5392740 11.8511336 11.6467265 14.3732373 10.6981257 8.7500443 9.5539848 10.9983215 9.9365116 17.2609787 9.9296790 3.9308887 11.2608436 11.5419119 5.4898544 9.9842312 13.4477479 NA 8.7391619 11.3232045 10.2767675 8.3354203 9.2598826 7.1458995 9.3949953 8.4330087 7.7853106 9.3785608 NA 4.1679279 9.2043496 1.7084963 9.1065258 10.6624485 11.1284548 14.5892102 11.0678782 11.6737980 11.7024944 5.6153839 1.1235338 NA 11.2217288 11.4086454 7.4477131 10.7299374 11.3259621 5.5497954 8.5018268 11.2340155 13.6246540 10.5969842 10.5737124 -0.8764662 11.6148842 11.3273390 9.8954343 8.2972093 10.3815092 TCGA-22-5481 72 1 2409 NA lung stage iib t2 n1 m0 female 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1952 r0 white NA NA NA 6 3 NA NA 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.6227217 NA 0.7589001 6.5204741 -1.2409294 -1.2409294 2.3438910 NA 11.6693779 9.4859921 -1.2409294 8.6748021 3.6658134 3.0808452 2.2183472 NA 1.3438626 0.3439194 -1.2409294 6.4593628 11.5062764 6.0163113 8.0649841 9.0785946 1.0808623 5.6292867 NA NA 0.7589001 7.4278073 7.2224472 10.7539830 14.4022433 8.7333371 11.0931958 8.7376330 5.1164729 NA 10.8612264 1.7589427 7.5598222 2.9288440 0.3439194 NA 10.7561055 2.0808623 10.8417369 11.2297949 9.7218185 9.4977074 2.4593529 NA 8.3919176 NA 2.2183472 10.7010705 5.4731667 6.7014368 2.9288440 9.4978592 4.6896626 4.4868431 2.5662794 -0.2410999 5.2018651 -1.2409294 -1.2409294 8.3249766 7.3476373 NA -0.2410999 12.1964145 NA 4.9288488 3.3923586 0.3439194 3.5138065 NA 7.7476069 NA 8.7603307 2.0808623 0.4272100 0.0464170 -0.1229100 0.0341380 0.4563200 0.4508800 0.4385100 0.0495400 -0.4018500 0.0249690 -0.4108000 -0.4606700 1.1552000 0.3494100 -0.0113350 0.0272160 0.0127950 -0.4488900 -0.4154200 -0.4760700 -0.4308300 -0.0033243 -0.4595000 0.4334400 1.0015000 3.4592000 0.0000000 0.0000000 1.0857000 2.0354000 0.3703500 -0.9305300 0.4546200 -0.1099400 -0.2054800 -0.4509300 -0.4337700 -0.4337700 0.0759910 0.0200630 0.4418900 0.0476940 0.0476940 0.0387710 0.0265140 0.3671100 -0.4357200 -0.4108000 -0.9386500 -0.4606700 0.3701000 0.3494100 0.3494100 -0.4417800 0.3711700 0.3711700 -0.0645080 -0.4671400 -0.4138800 -0.4292600 0.0127950 -0.4332200 -0.8856500 -0.4154200 0.0197830 0.0321590 -0.0364010 -0.4441500 -0.4781800 0.3757800 -0.0033243 0.4334400 -0.5168100 0.4339500 -0.8827100 -0.0299940 0.3225300 0.3084100 0.3706800 -0.4105800 -0.3738100 0.000 0.000 -0.388 0.000 0.000 0.000 -0.449 -0.435 0.000 0.000 -0.398 -0.446 0.000 0.000 0.433 0.170 0.170 0.427 0.427 0.000 0.000 0.000 0.323 -0.110 -0.110 -0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 -0.447 0.388 0.349 0.000 -0.372 -0.372 0.000 0.000 -0.388 0.000 0.000 0.000 -0.449 -0.435 0.000 0.000 -0.398 -0.446 0.000 0.000 0.433 0.170 0.170 0.427 0.427 0.000 0.000 0.000 0.323 -0.110 -0.110 -0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 -0.447 0.388 0.349 0.000 -0.372 -0.372 7.4970151 8.4902416 4.1851847 1.9288440 6.1164750 7.5402823 9.3937337 8.3242152 10.2971115 NA 7.0257088 NA 0.3439194 10.9453463 -0.2410999 11.4120117 8.4987032 8.1746641 11.1507488 13.3993370 6.9035806 11.1898977 11.0498053 0.7589001 5.9683765 -1.2409294 0.3439194 8.6122165 10.2567694 NA -1.2409294 12.6233989 7.7757308 9.0362099 2.8463930 11.8957535 9.5582041 9.461961 10.756102 9.904855 1.343863 11.055265 10.213222 10.593789 9.263741 9.569494 9.951832 6.343886 4.540282 9.166190 11.241982 13.627649 10.154457 4.968376 10.602844 7.827701 12.321046 10.543966 5.198046 11.229795 10.852340 11.788727 10.439282 4.713118 14.398150 3.888207 7.803317 9.998521 10.5062763 10.8199562 3.7131239 8.5517129 12.6227217 12.0579874 12.6290936 9.6867005 10.5510621 9.9505986 10.0706708 9.6680656 16.3275096 11.6693779 6.3438857 11.0604187 8.9225722 4.4868431 9.5062764 10.7778181 NA 7.0068500 11.1233308 10.2492721 7.7072901 8.7333371 7.4242587 7.8726644 6.8196184 4.5402815 8.8622102 0.7589001 6.3287790 5.4454221 NA 9.0466348 2.5662794 10.8417369 14.1940068 8.8142050 11.5517128 11.1366753 2.4593529 1.9288440 NA 10.2214248 9.9080345 3.2183472 10.7010705 11.0847901 6.1935510 6.6537408 6.7014368 13.9684521 11.2308518 10.5735050 6.6354395 5.8569558 10.1640107 8.4851406 7.2507759 10.6944559 TCGA-22-5482 81 1 357 NA lung stage ib t2a n0 m0 male 2005 274 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 60 1944 r0 white NA NA NA 3 2 1 4 2 2 4 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 5 4.751123e-06 1.560588e-06 12.0218579234973 21.8579234972678 32.2404371584699 6.55737704918033 27.3224043715847 NA 10.88472566 NA NA 7.14394335 -0.67945756 -0.09449506 4.27244130 -0.67945756 10.04381050 6.60597873 NA 10.61347299 10.53550236 3.40803247 -0.09449506 1.90554345 -0.67945756 0.90550494 -0.67945756 6.90553864 11.09639219 6.85973479 2.64249364 7.76765943 0.32054244 11.73446852 -0.09449506 5.85195887 -1.67945756 2.22746384 8.65037253 1.32060020 13.42994655 11.03116744 11.36479953 12.29167063 5.76352046 NA 12.01188352 2.02101771 9.57697367 1.32060020 -0.67945756 6.53974508 10.16373571 1.49051879 9.89800499 13.31593705 11.24167331 9.86655428 5.47032210 -0.67945756 10.00269296 1.90554345 1.32060020 10.72012119 2.64249364 10.16567419 -0.67945756 8.31916675 5.22746770 0.64247054 NA NA 5.72145469 -1.67945756 -1.67945756 9.22821792 5.21539515 NA -1.67945756 11.49659347 NA 0.32054244 NA 1.12796338 0.32054244 NA 8.57796389 0.32054244 6.55898084 0.90550494 0.093168 0.064494 0.064494 2.222200 -0.128770 1.259100 1.309200 0.448820 0.448820 0.458210 0.499580 0.449500 0.449500 0.529910 -0.082110 0.164430 -0.080955 -0.562080 -0.078461 0.331550 0.141750 -0.076027 -0.659670 0.053932 -0.098566 -0.098566 1.123600 1.123600 0.190690 0.014493 0.093168 0.093168 0.064494 0.064494 -0.189130 -0.696500 -0.699100 -0.699100 0.430390 -0.128770 -0.128770 -0.117540 -0.136020 -0.540280 -0.543090 -0.324620 0.448820 0.499580 -0.262530 0.449500 -0.700290 -0.700290 -0.700290 0.516120 -0.104090 -0.104090 -0.104090 -0.107770 -0.082110 -0.075761 -0.080955 -0.547450 -0.547450 -0.078461 0.141750 0.141750 -0.440390 -0.089052 -0.086534 -0.081487 -0.382590 0.053932 -0.095664 -0.098566 -0.177540 -0.177540 0.190690 0.000000 0.000000 0.000000 0.021587 -0.104 -0.104 0.000 0.000 0.164 0.164 -0.547 0.000 0.142 -0.479 -0.479 0.000 0.000 -0.660 0.000 0.000 0.000 0.000 0.000 1.124 0.000 -0.178 0.191 0.000 0.000 -0.697 0.000 -0.129 -0.129 1.278 0.738 0.449 0.449 0.196 -0.263 0.450 0.450 -0.700 -0.184 0.000 0.000 -0.104 -0.104 0.000 0.000 0.164 0.164 -0.547 0.000 0.142 -0.479 -0.479 0.000 0.000 -0.660 0.000 0.000 0.000 0.000 0.000 1.124 0.000 -0.178 0.191 0.000 0.000 -0.697 0.000 -0.129 -0.129 1.278 0.738 0.449 0.449 0.196 -0.263 0.450 0.450 -0.700 -0.184 0.000 0.000 8.3799207 8.1487125 -0.6794576 6.7676588 9.2039832 10.2039832 10.5562913 9.2021108 11.1697858 4.4080393 7.1629270 -0.6794576 -0.6794576 12.0868981 0.6424705 12.0434275 8.4917529 8.9158337 10.7740860 14.4198213 2.4080325 10.6274923 11.3634326 NA 10.1048021 NA 8.6901737 10.3039262 10.0442329 NA NA 16.1226760 8.1117392 9.0201485 4.1279304 10.9050690 9.4498593 9.636858 12.284737 9.878518 -1.679458 8.405384 8.708594 11.694121 8.767659 7.248355 11.111536 8.612898 11.578988 5.624358 12.387422 13.456606 12.064043 7.717181 10.672620 7.684711 12.849519 10.260155 4.281965 13.315937 10.784611 9.250574 11.138559 6.931602 13.800874 12.016131 5.088761 10.446958 10.41135029 11.22821798 -0.67945756 8.47159271 10.88472566 11.05486245 15.41894627 9.41992395 9.30766258 8.24687216 10.65847125 10.53216040 13.50475420 10.04381050 8.61289798 10.29678225 5.76352046 4.82837263 7.96262768 12.94525745 NA 6.45500330 10.29319711 8.38262230 10.36667705 11.03116744 6.62891500 6.52024779 4.04849777 2.78001607 8.78920040 -1.67945756 7.41068878 8.09371545 NA 8.96623462 4.07546417 9.89800499 13.07718464 11.59422610 9.97297304 11.17661262 5.47032210 -0.09449506 4.04849777 11.31068014 8.57560467 6.85973479 10.72012119 11.29696133 9.35674972 4.54939194 10.16567419 12.81142708 10.65261278 8.49300359 -1.67945756 5.12793037 8.92397069 9.75416163 7.22445805 10.54879369 TCGA-22-5483 74 1 573 NA lung stage iia t1a n1 m0 male 2005 573 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA NA NA 5 2 3 1 3 3 3 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.24573903 9.80764874 -1.07612823 -2.07643243 8.46978954 5.22764097 -1.07612823 6.93578620 NA 10.09284539 9.58251781 0.50883427 10.81583349 5.35848769 8.71583676 0.24573903 2.38330339 6.07867814 1.24579987 -2.07643243 8.69617470 10.77560896 11.21315843 3.31617471 7.94622789 3.41571811 6.03238521 NA -2.07643243 2.09379677 3.90113721 9.98286641 -2.07643243 14.58740041 9.13453131 10.19940255 9.23560836 8.15267880 -2.07643243 12.51134449 1.83074209 9.45412488 5.75040820 NA -2.07643243 10.92769760 4.51047461 11.40174469 12.19131894 9.40161831 9.98162165 6.59981765 -2.07643243 8.90257048 -2.07643243 6.16703471 10.23390459 3.70521490 10.37275060 -2.07643243 9.15628082 6.12843158 2.96825668 NA -2.07643243 8.20347036 4.63810281 2.24579987 9.85607469 5.82472713 -2.07643243 NA 9.04215210 -1.55004252 7.00067610 -0.07612823 2.31617471 3.01131672 3.09377988 9.66110736 0.24573903 7.43758730 2.02651680 0.3448600 0.3132200 0.3177700 0.3241400 -0.4773300 0.3357700 0.6404400 0.4109500 0.4109500 0.0232050 0.6061100 0.5095000 0.1353900 -0.4898400 -0.0083005 -0.0087146 -0.0087146 -0.5407800 -0.5023500 0.1348000 0.1386500 0.1911700 0.2019800 0.2019800 0.3461600 0.3461600 0.6309800 0.6309800 0.0746960 0.5752900 -0.5240900 -0.5143400 0.3132200 0.3177700 0.3177700 -0.4880600 -0.6253700 -0.6253700 0.3348000 -0.4773300 -0.4773300 -0.4773300 -0.4773300 -0.5429000 -0.5429000 -0.4339800 0.3577300 0.6061100 0.5088200 -0.5458300 -0.4898400 -0.4898400 -0.4898400 -0.4898400 -0.1438700 -0.1438700 -0.5012100 -0.5139300 0.0423070 0.0423070 -0.0087146 0.2675000 -0.5408800 -0.5023500 0.1542700 0.1542700 -0.0505060 -0.0985500 -0.5182500 0.1911700 -0.0425280 0.2019800 -0.3898400 0.3461600 -0.5190700 -0.5190700 -0.4863800 -0.7230500 -0.7230500 -0.7230500 0.6432300 -0.520 -0.520 -0.506 0.000 0.000 0.000 -0.541 -0.502 0.154 0.000 0.000 -0.476 0.191 0.202 0.202 0.346 0.346 0.345 0.345 0.631 0.204 -0.519 -0.486 0.318 0.318 -1.293 -1.293 -0.477 -0.477 0.640 0.098 -0.392 0.019 0.606 0.606 -0.532 -0.397 -0.043 0.447 -0.148 0.575 -0.520 -0.520 -0.506 0.000 0.000 0.000 -0.541 -0.502 0.154 0.000 0.000 -0.476 0.191 0.202 0.202 0.346 0.346 0.345 0.345 0.631 0.204 -0.519 -0.486 0.318 0.318 -1.293 -1.293 -0.477 -0.477 0.640 0.098 -0.392 0.019 0.606 0.606 -0.532 -0.397 -0.043 0.447 -0.148 0.575 9.8337530 8.2219225 3.2457847 -2.0764324 7.8217051 9.9521113 10.4422673 9.1550811 9.0066742 5.3668048 6.1999844 NA 0.5088343 12.1652473 1.7312267 10.1768210 7.6703744 9.1830148 11.0853650 13.3620670 8.6208276 10.6854112 10.8961218 1.9346297 8.6636406 NA 8.4016181 8.0697918 9.8751374 3.1270554 5.0837325 15.7662594 8.0925320 10.2244984 9.1081154 10.8898246 8.4167148 10.143028 12.087667 9.984893 -1.076128 7.320465 5.190646 11.946575 10.874598 7.781841 10.138786 8.302155 6.778697 8.678747 13.946986 13.493775 11.541672 7.397566 10.451093 9.632513 12.364599 10.383548 4.717106 12.191319 11.198238 10.928958 10.857735 5.866374 13.993234 11.448157 3.383290 10.719494 12.3366283 11.0571627 4.4157114 8.9018552 9.8076487 12.0911213 14.2282639 9.0146340 10.9432804 8.4794076 10.0646897 9.4011123 14.9702060 10.0928454 8.3021550 11.0483044 6.3501241 8.3945189 9.6264656 12.4525582 NA 8.0937852 10.6839561 9.6824996 8.8508972 9.1345313 6.0531439 6.0218928 5.8126035 4.8427224 9.0020108 0.7311832 6.5495691 9.1765255 2.1717833 8.7957653 6.8545979 11.4017447 13.0937458 11.2102733 10.8228392 11.1095098 6.5998177 NA 1.2457999 12.5267908 9.3543124 4.3161747 10.2339046 11.7924896 9.1550811 6.2230672 10.3727506 12.2814120 10.1547810 9.7328241 2.0113167 8.2092623 8.8530665 9.8795099 7.9899490 10.9653480 TCGA-22-5485 58 1 916 NA lung stage ia t1a n0 m0 female 2001 916 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 white NA NA NA 5 2 4 4 2 2 4 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 6.172992e-06 1.907385e-06 12.8205128205128 16.6666666666667 35.042735042735 5.55555555555556 29.9145299145299 NA 11.8946742 NA -1.8089428 7.3434878 -1.8089428 -0.8086900 5.1905279 1.1911836 9.4182174 5.7069035 -0.8086900 4.1911994 0.7761882 3.4391311 1.6506267 -1.8089428 -0.2238118 1.3138843 -0.8086900 6.9088789 11.4692169 7.5553376 7.3510744 8.3217734 1.9985566 8.1897934 -0.2238118 -1.8089428 NA 6.7572567 3.4006609 -1.8089428 14.2040426 11.0952732 11.4438685 11.3049453 3.5835191 NA 8.0905602 NA 9.9642640 2.5835191 NA 9.9589737 11.1885996 3.5156494 7.6258316 12.2133108 10.7154999 9.8339452 5.2464841 -1.8089428 10.3320329 -1.8089428 2.3611227 9.0017747 2.2786687 9.9957375 NA 8.9326701 8.9225223 4.8777050 -0.2238118 NA 6.1100667 NA -1.8089428 9.1649004 4.6989963 1.6506267 NA 12.5499916 1.6791986 0.7761882 1.7761461 2.5473511 -1.8089428 NA 9.1706284 0.9985566 7.4176154 -1.8089428 0.5112500 0.0185800 0.0888370 1.4018000 -0.6292200 0.5625600 0.6180600 0.0764220 0.0764220 0.0400440 0.0400440 -0.6846000 0.7224400 -0.6617000 -0.0129890 -0.0029091 0.0228650 -0.6815300 0.0553730 -0.0374900 0.0036473 -0.0893020 0.0255060 0.0585090 0.9965400 0.9965400 0.6544300 0.5688500 -0.0976270 -0.1318600 -0.0910230 -0.6800300 0.0185800 0.0258120 0.0150280 -0.6685500 -0.6731200 -0.6462100 0.0549450 -1.2929000 -0.6292200 -0.6292200 -0.6292200 -0.6486500 -0.6486500 0.0029133 0.0764220 0.0400440 0.0400440 -0.6989100 -0.6617000 -0.6617000 -0.6617000 -0.0515860 0.0129340 0.4052700 -0.6748100 -0.0129890 0.0109820 -0.0627580 -0.7325800 -0.7270300 -0.6449000 0.0553730 -0.0191770 -0.0191770 -0.7585400 -0.0284910 -0.0893020 -0.0893020 -0.0893020 0.0301690 0.3738000 0.9965400 0.0052749 0.0052749 -0.0976270 -0.1167800 -0.1167800 -0.1167800 -0.1167800 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.805 0.000 0.481 0.569 0.569 0.000 0.000 0.000 0.000 0.756 1.402 -1.293 -1.293 -0.086 -0.649 0.000 0.000 0.000 0.000 -0.685 0.038 -0.610 0.000 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.805 0.000 0.481 0.569 0.569 0.000 0.000 0.000 0.000 0.756 1.402 -1.293 -1.293 -0.086 -0.649 0.000 0.000 0.000 0.000 -0.685 0.038 -0.610 0.000 -0.117 -0.117 9.2846208 8.4343772 0.7761882 0.5130864 6.7724043 10.1215708 10.8061429 8.8241712 10.6158943 3.2356045 6.2024295 -1.8089428 -0.2238118 11.2701878 -0.2238118 11.0422845 8.5108753 9.6805494 11.1403185 14.5436432 4.9856188 10.4766054 10.7567812 -0.7943573 8.2260022 NA 4.8636263 8.6588088 10.4532950 NA 0.1911836 14.6918583 8.9267591 10.0366932 3.9725640 10.6206099 9.2918655 9.663386 12.268686 10.340633 NA 9.684058 7.954416 11.215131 9.251899 8.507485 10.501816 8.704931 10.661298 9.003380 13.709088 12.999564 11.909415 7.778043 10.755353 9.826468 12.099502 10.931616 4.777220 12.213311 10.559437 9.989675 10.261995 6.139570 13.257281 12.978647 3.835055 9.621656 11.260149 10.761059 -1.808943 8.638286 11.894674 10.594748 14.147351 9.008187 10.130555 8.637253 10.340315 9.818737 14.848536 9.418217 8.704931 10.867160 5.439131 4.548757 6.670983 11.554106 NA 7.420022 11.167409 8.446232 7.768632 11.095273 7.210794 3.805912 4.634146 5.361130 9.599533 NA 5.539931 9.055389 NA 8.908880 2.776167 7.625832 12.554996 10.019736 10.575717 11.799342 5.246484 NA -1.808943 9.851199 10.477472 7.376078 9.001775 11.810391 11.234572 2.439118 9.995737 12.267601 10.772404 8.797608 NA 8.104092 9.188961 9.496125 8.692045 10.554790 TCGA-22-5489 64 1 1912 NA lung stage ia t1b n0 m0 male 2003 1665 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 70 NA r0 white NA NA NA 5 4 1 2 3 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 7 7.248064e-06 2.219503e-06 12.6811594202899 22.8260869565217 28.9855072463768 7.97101449275362 27.536231884058 NA 11.7392603 -1.7126459 4.1200367 7.6000311 6.1513332 5.3424303 5.0404322 -1.7126459 4.8570056 9.2045200 NA 12.3334192 10.1713183 8.3772604 0.8720801 -0.1278410 -1.7126459 1.4570689 1.0945063 8.8721103 11.5007078 8.6730101 7.2325917 8.5038937 5.1819652 7.9753980 -1.7126459 6.0815633 5.9165053 1.8721195 7.9128564 2.3746222 15.4295536 9.5315117 11.3765983 12.1169696 5.9875869 NA 11.2628167 7.1105146 9.4892043 4.4570755 NA NA 10.6298309 4.8431196 10.7749879 11.6982615 10.9361794 10.3225449 4.0420314 0.6090930 9.4911075 -1.7126459 4.2644313 10.0864295 6.0420358 10.4514263 NA 9.4343528 7.2815017 7.4241386 0.2871176 -0.1278410 7.3956721 -0.1278410 1.8721195 9.3212589 4.8721097 5.7049992 NA 9.3746107 NA 5.6880265 3.9728121 2.9310022 4.1697887 2.6090694 9.8116895 -0.7128824 7.5279391 3.4048486 0.55815000 0.62847000 0.21576000 0.90050000 -0.40252000 -0.00470790 -0.00470790 0.00000000 0.00000000 0.00638710 0.00638710 0.32060000 0.35039000 1.60580000 -0.00553750 1.13460000 0.00374650 -0.01092200 0.01140000 -0.44803000 0.00638710 -0.00553750 0.20567000 0.13702000 0.32318000 0.32318000 -0.00110870 -0.01634200 -0.41630000 -0.02875800 -0.01202400 -0.41553000 -0.16758000 0.21576000 0.21576000 0.00305220 -0.40628000 -0.40628000 0.86831000 -0.41311000 -0.40557000 -0.40948000 -0.40948000 -0.00470790 -0.03776200 -0.02016600 -0.44545000 0.00638710 0.00638710 0.32060000 -0.00871460 -0.80086000 -0.82676000 -0.01004500 0.01250500 -0.00180140 -0.41190000 0.00083195 -0.00553750 -0.41234000 -0.00862280 -0.35202000 -0.34171000 0.01140000 0.00536070 0.00536070 0.01726400 -0.41674000 -0.43745000 -0.00553750 -0.02233200 0.10950000 -0.03381400 0.32318000 0.01084200 0.00332990 0.00499690 0.07699800 0.02436500 0.02436500 0.02436500 0.000 0.000 0.000 0.000 0.358 0.000 0.000 0.000 0.000 0.000 -0.394 -0.432 0.000 0.107 0.107 0.323 0.323 0.000 0.553 0.000 0.000 0.000 0.000 0.628 0.216 0.900 0.900 -0.416 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.321 0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.358 0.000 0.000 0.000 0.000 0.000 -0.394 -0.432 0.000 0.107 0.107 0.323 0.323 0.000 0.553 0.000 0.000 0.000 0.000 0.628 0.216 0.900 0.900 -0.416 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.321 0.321 0.000 0.000 0.000 0.000 9.780503 8.025240 5.879605 8.143574 6.970143 9.574283 10.116871 8.910782 9.994075 NA 5.959573 NA 2.194024 13.019845 1.287177 10.278783 6.713413 9.134205 11.174521 13.711052 6.467058 11.203401 10.932806 2.194024 8.309515 -1.712646 6.369297 8.762881 9.271531 1.887642 4.374608 13.946168 8.157513 10.104131 5.966629 9.953372 9.248597 9.650735 11.332566 10.758569 1.457069 10.768190 7.570236 11.002252 10.423498 7.721776 10.255095 6.270142 11.572684 8.171318 10.638087 13.392115 10.928748 8.701833 11.999460 10.422537 13.148138 10.597761 4.599847 11.698262 11.480365 11.553056 10.548067 7.620303 13.958836 9.162129 4.068507 10.928522 10.949594 12.526448 5.001392 9.426699 11.739260 11.318504 13.568606 9.334272 9.887233 8.991052 10.299423 9.252932 16.551838 4.857006 6.270142 11.266037 11.160207 6.959573 11.288732 11.575293 -1.712646 9.417075 10.580332 10.034082 9.018467 9.531512 6.890774 9.415142 8.003110 9.989321 9.204520 NA 2.931002 9.342430 -0.127841 9.342430 7.971896 10.774988 13.625153 10.841017 11.065020 11.484057 4.042031 6.138896 -1.712646 12.143476 11.316608 5.525552 10.086430 11.135575 7.008247 7.666527 10.451426 12.607948 10.534482 10.574283 5.679466 9.285033 10.079104 8.984984 8.281501 10.553642 TCGA-22-5491 74 1 1713 NA lung stage ia t1a n0 m0 male 2003 7 NA 0 lung squamous cell carcinoma- not otherwise specified (nos) 57 NA r0 white NA NA NA 5 2 1 2 1 2 1 2 4 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 4 1.054264e-05 2.878418e-06 8.95140664961637 49.1048593350384 20.7161125319693 5.37084398976982 15.8567774936061 -1.7729983 10.2044441 0.8121285 -0.1878715 8.1972703 NA 0.8121285 4.0061634 NA 10.4759812 7.8196209 -1.7729983 3.8995914 6.0215797 6.5355025 0.5491270 NA 1.9275931 2.5705601 NA 7.4341787 10.9319325 9.1842662 5.1340566 7.8692157 0.2271249 11.9983441 3.2271712 -1.7729983 6.7779115 0.2271249 8.5032887 3.8995914 13.3886449 10.6210909 11.0691216 11.6882599 4.6534270 NA 11.9813210 -1.7729983 9.2307523 1.8121285 NA 5.5125651 9.8609042 0.8145094 10.3923853 13.9855098 9.5552782 11.4564442 5.6365550 NA 9.6576168 0.2271249 4.1340566 10.1317988 3.3146240 10.2895477 3.3146240 8.3970893 4.5125682 2.3146385 NA 0.5491270 5.2605865 1.3970910 NA 9.3724596 5.2824472 NA -1.7729983 10.7349589 -1.3507065 3.5125682 -1.7729983 0.2271249 6.3615912 6.4939515 6.8710206 -1.7729983 7.1219821 0.8121285 -0.01354500 0.11169000 0.11169000 2.57100000 -0.14657000 -0.03640100 -0.03640100 -0.02821800 -0.02821800 0.12505000 0.12505000 3.65690000 0.09275000 -0.65566000 0.11116000 0.15009000 0.15009000 -0.67767000 -0.37437000 0.08666600 0.08212800 0.11536000 0.40394000 0.41463000 0.00986690 0.00986690 0.32656000 0.33464000 0.33901000 -0.40248000 -0.67122000 -0.01354500 0.11980000 0.11169000 -0.45222000 -0.56555000 -0.56555000 -0.56555000 1.36690000 -0.14657000 1.04300000 -0.57812000 -0.62054000 -0.58877000 -0.53380000 -0.47416000 0.00958830 0.12505000 -0.00013862 -0.66494000 -0.65566000 -0.65566000 -0.65566000 -0.07787800 -0.15452000 -0.15452000 -0.11011000 0.08204300 0.11116000 0.32560000 0.10862000 -0.64977000 -0.64977000 -0.36884000 0.10512000 0.10512000 0.58793000 -0.06531300 -0.68706000 0.08536500 0.11536000 -0.23508000 -0.03186600 0.00986690 -0.62598000 -0.66266000 0.36444000 1.21630000 1.21630000 -0.35601000 -0.36701000 -0.155 -0.155 0.111 0.111 0.150 0.150 -0.650 -0.374 0.000 0.000 0.000 -0.687 0.000 0.415 0.415 0.000 0.000 -0.648 -0.648 0.335 0.335 -0.663 0.364 0.112 0.112 1.260 1.826 -0.578 -0.578 -0.534 -0.534 0.000 0.000 0.108 0.108 -0.665 0.000 -0.578 0.000 -0.367 -0.367 -0.155 -0.155 0.111 0.111 0.150 0.150 -0.650 -0.374 0.000 0.000 0.000 -0.687 0.000 0.415 0.415 0.000 0.000 -0.648 -0.648 0.335 0.335 -0.663 0.364 0.112 0.112 1.260 1.826 -0.578 -0.578 -0.534 -0.534 0.000 0.000 0.108 0.108 -0.665 0.000 -0.578 0.000 -0.367 -0.367 8.2892102 7.1430434 2.0345327 8.2810899 6.8045931 9.9302026 9.6633551 9.1797454 9.7908372 2.7507351 5.2932528 NA 0.8121285 11.7668077 -1.7729983 9.7758512 8.1987078 8.6555243 11.0635480 14.1488192 4.8853742 10.5858154 10.3311076 2.6194834 11.2846483 NA 3.8121285 10.0215801 10.4033374 5.6396923 3.1813570 15.7745408 8.8418741 9.1136229 3.8418725 11.4974595 7.5217849 9.182087 11.764868 9.818687 NA 9.126521 8.700870 11.635096 8.966101 8.179906 9.413278 7.613027 10.628036 9.779353 10.998654 13.790748 10.587463 5.181361 10.239789 8.188614 12.293590 10.996382 4.858558 13.985510 11.155498 9.241185 9.718516 7.094443 13.817947 12.375959 1.812129 12.180542 11.3286475 10.2598987 -1.7729983 9.1052150 10.2044441 10.8186866 14.6529854 9.4027137 9.6604784 8.8168154 10.7490100 9.9503986 13.9380782 10.4759812 7.6130269 11.0477421 8.7827119 4.6365550 8.2327888 10.6865959 NA 6.7585457 10.8425640 8.0835900 6.4268367 10.6210909 8.6376157 5.4559814 5.3039816 4.7028958 9.4487513 -1.7729983 3.5847220 6.9953488 0.5491270 8.2144284 5.7507271 10.3923853 13.4599973 10.9591196 9.9276039 11.8439428 5.6365550 -0.7727518 5.8925003 8.0085239 9.5880113 1.8121285 10.1317988 11.1927681 4.5670160 6.7663235 10.2895477 11.8629957 10.8133003 7.7624398 1.5490777 8.8826950 7.9201635 9.7339676 8.2972850 10.4277564 TCGA-22-5492 73 1 506 NA lung stage iiia t2a n2 m0 female 2003 56 NA 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 1953 r0 NA NA NA NA 6 1 2 3 4 1 3 3 4 2 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 4 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 6.623828e-06 2.046104e-06 9.9601593625498 17.9282868525896 29.4820717131474 9.16334661354582 33.4661354581673 NA 12.21734282 NA 6.75917581 9.78672230 -1.93787829 2.96910443 5.55662254 2.96910443 9.76481405 9.92484575 -0.93787829 4.55406079 3.76264647 4.12830165 -1.93787829 3.70606634 0.38416035 2.92019801 0.06225989 7.51547908 11.26998532 8.45237716 3.70606634 8.71773913 4.83039224 12.51000190 NA NA NA 0.06225989 9.05231236 -0.93787829 14.41428301 10.38695145 11.05160287 11.06590198 3.64717634 NA 10.14069278 0.06225989 10.22803558 2.70606634 NA NA 11.46443971 4.31430499 10.63751126 12.07017556 11.17154931 10.66880558 3.27166471 -1.93787829 9.53489929 -1.93787829 4.34760897 11.37125832 6.04520268 10.15661605 -1.93787829 7.66397929 6.70606496 5.96909982 0.86955560 -1.93787829 6.48847323 NA NA 9.33600393 5.93872569 -1.93787829 0.06225989 8.82375955 -1.43206521 5.72754476 -0.35291579 2.70606634 3.14966584 -1.93787829 9.78330751 -1.93787829 7.28862065 1.90319256 0.01112100 2.88990000 -0.01381500 0.56756000 0.00277450 1.52100000 1.63160000 -0.56575000 -0.56575000 -0.03504000 0.57416000 -0.57101000 -0.01466400 0.00000000 0.00069327 0.01950300 0.00610900 -0.56266000 0.03101400 0.03101400 -0.04658300 0.02918400 -0.00013862 -0.00013862 -0.01106000 -0.01106000 -0.00885260 -0.00885260 0.57344000 -0.07454400 0.01112100 0.01112100 -0.06573200 -0.01381500 -0.01381500 -0.56555000 -0.56555000 -0.56555000 0.55620000 0.00277450 0.00277450 0.00277450 0.00277450 -0.56097000 -0.56358000 0.02342600 -0.56575000 -0.03504000 0.57416000 -0.57101000 0.00000000 0.00000000 0.00000000 0.00000000 -0.01684100 -0.01684100 0.02693500 0.00069327 0.00069327 -0.04405200 0.00610900 -0.56266000 -0.56266000 -0.01037000 -0.04658300 -0.04658300 -0.00110870 -0.00110870 -0.55339000 -0.52859000 0.02918400 -0.57249000 -0.51063000 0.01740400 0.01405100 -0.55773000 -0.55146000 -0.07454400 -0.07454400 -0.07454400 -0.07454400 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 -0.553 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.006 0.365 0.365 -0.566 -0.010 0.000 0.000 0.120 0.000 -0.566 -0.566 -0.473 0.556 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 -0.553 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.006 0.365 0.365 -0.566 -0.010 0.000 0.000 0.120 0.000 -0.566 -0.566 -0.473 0.556 -0.571 0.000 0.000 0.000 0.000 0.000 10.6296892 7.8419278 1.2321081 6.5500480 7.6091026 8.7652466 10.6474056 9.4936798 9.5409779 2.7060663 6.9139569 0.6471763 0.3841604 12.0603580 1.7626465 10.7821341 6.0901145 9.3722530 11.1292393 13.8615659 5.8950990 11.3429791 11.0193104 -1.7873684 5.7416881 NA 2.9691044 9.2068666 10.0688641 NA -0.3529158 13.3683057 7.4219579 9.5729724 5.5460240 11.0038062 9.5072232 10.769352 12.445643 10.414804 NA 10.462287 8.255734 11.458278 10.182122 6.969099 10.737724 7.426343 11.742781 11.456269 10.605482 13.885650 11.113417 8.745203 10.856015 11.348911 13.115710 10.986464 4.548924 12.070176 12.302553 10.104894 9.934499 9.163527 13.356884 10.562801 2.454518 9.995161 11.3922849 11.9144453 -0.9378783 8.2850031 12.2173428 10.3269441 15.0815814 9.6883738 9.1279812 8.9951611 10.0222104 8.7132600 15.8667869 9.7648140 7.4263428 12.0232058 7.8320463 5.1496699 11.3418190 12.1272879 NA 8.8631084 11.3068695 9.7190801 8.0678328 10.3869515 8.7239865 9.1079679 7.8695630 6.9325726 10.2182915 -0.3529158 4.6320646 8.9929457 1.3841604 8.9069140 6.9232954 10.6375113 12.9831659 11.3332336 11.4204475 11.7350756 3.2716647 2.1496821 8.2132248 11.2710523 10.9498098 5.5857708 11.3712583 11.3406578 5.6167958 5.2618805 10.1566161 12.1338383 10.6686136 9.3545300 NA 9.3041916 9.9760103 10.4774219 7.6897422 11.1277928 TCGA-22-A5C4 70 0 NA 671 lung stage iia t2b n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1960 r0 white not hispanic or latino NA NA 6 1 4 2 3 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8995178 NA 3.9107039 8.5240750 2.1516965 1.4512771 5.0043261 -0.5487757 7.6800908 4.4285511 NA 5.4285511 9.3377312 7.9350884 -1.5487757 0.0361868 1.7731946 1.6211962 NA 6.8859001 11.6728595 9.5486462 6.5805556 8.4680807 0.4512243 11.3575993 -0.5487757 4.9904330 NA 0.4512243 12.7475434 -1.5487757 12.6629790 8.5702136 11.2618441 11.4795238 2.2586395 3.4512771 9.6010195 4.5805556 9.3599878 2.3581712 4.8716515 -0.5487757 11.7544895 4.1287800 11.1368973 10.7875000 10.1885197 9.4719052 6.3996394 1.0362571 8.5545601 5.6211962 3.2061587 10.8123938 3.3581571 9.3656575 0.0361868 9.2944082 4.8088226 4.2061587 -1.5487757 1.7731946 5.9188775 4.9904330 NA 9.1023240 6.9024837 5.7641550 NA 7.6010197 0.1248575 3.1517127 -0.5487757 2.7731946 4.6410951 1.6211962 7.8921414 1.2586395 7.8775369 2.6211962 0.2532100 1.9199000 -0.0187650 0.0185230 1.6591000 1.2298000 1.4750000 0.0404680 0.0404680 0.2255800 0.3499000 3.6569000 0.3017500 -0.4381000 0.2703300 0.0284810 3.6569000 -0.8163500 0.6779000 0.6779000 -0.0445510 -0.0637030 -0.0461770 -0.3902900 0.2176000 0.2176000 1.8071000 1.1567000 3.5883000 0.3220500 0.0305910 -0.3907400 0.5992600 -0.4188200 -0.0521380 -0.3387100 -0.4125800 -0.4125800 0.4231800 -0.0436020 0.4418900 -0.4482500 -0.4482500 -0.4122300 -0.3554400 0.0577960 0.0029133 0.2255800 0.3056900 -0.4431800 -0.4309500 -0.3983000 -0.3983000 -0.4381000 -0.1302900 -0.0332360 -0.0449570 -0.4317000 -0.0114730 0.3299500 -0.0517210 -0.4277800 -0.4277800 -0.0299940 -0.1768000 -0.0445510 -0.1035500 0.0506770 -0.4740600 -0.0637030 -0.0792100 -0.0399370 -0.1120800 0.2176000 -0.3857100 -0.0720070 0.1399800 -0.8326800 2.9304000 -0.1671400 0.3220500 0.000 0.000 -0.363 0.000 0.000 0.000 -0.428 0.678 0.000 0.000 0.000 -0.410 0.000 0.000 -0.344 -0.451 -0.233 0.000 0.356 1.105 1.105 0.319 0.000 0.519 0.000 -0.339 0.000 0.521 0.521 1.389 1.034 0.000 0.000 0.350 0.350 0.323 0.666 -0.438 -0.438 -0.800 -0.478 0.000 0.000 -0.363 0.000 0.000 0.000 -0.428 0.678 0.000 0.000 0.000 -0.410 0.000 0.000 -0.344 -0.451 -0.233 0.000 0.356 1.105 1.105 0.319 0.000 0.519 0.000 -0.339 0.000 0.521 0.521 1.389 1.034 0.000 0.000 0.350 0.350 0.323 0.666 -0.438 -0.438 -0.800 -0.478 7.7573340 8.1757861 0.0361868 4.8775381 5.7086590 7.9127516 11.3956184 10.1486440 10.2011418 2.6991962 7.8712325 0.4512243 0.7732368 12.0914043 0.0361868 10.2003038 6.7412917 9.8675421 11.1973059 13.4727296 3.8775381 11.7866628 11.8329505 2.9224643 11.1749334 NA 4.7731999 8.8691249 11.0553553 0.2992447 3.1517127 13.6750856 7.1059085 9.7074811 3.7732052 10.3076980 9.5139932 10.4427942 12.9906736 10.0163744 0.0361868 8.8743882 9.7624531 11.9000340 10.3342974 9.0144686 10.7905657 5.9590676 11.1829945 11.5435340 11.6117741 12.8331533 10.3150715 5.8521512 10.3701356 10.3981787 12.8577432 10.8874634 6.3233016 10.7875000 10.8403659 11.8492144 11.0801736 7.8371347 13.6319248 8.6631606 2.7731946 13.6654018 11.7467544 11.3723695 3.0951311 8.7458931 11.8995178 10.4463329 13.9453454 9.6854912 9.7394983 9.2754357 10.0381075 9.4032856 14.1277805 7.6800908 5.9590676 11.4163351 8.3937868 4.6211962 9.4722524 11.5370768 -1.5487757 7.3996394 12.0686251 8.8055217 8.5320898 8.5702136 7.9249781 6.3760854 5.4625006 6.3092526 9.2586273 NA NA 8.4860715 0.4512243 8.8900642 5.9669726 11.1368973 13.1771712 11.1721579 10.4997593 10.9204054 6.3996394 2.0362220 2.7731946 9.3460902 10.1018754 4.2326301 10.8123938 11.8244094 4.7366752 6.8983559 9.3656575 13.1251887 10.7584732 8.6349080 2.5387368 8.2730463 12.1303775 10.3069195 8.2951936 11.4435026 TCGA-33-4532 68 1 3924 NA lung stage ib t2 n0 m0 male 2001 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 53 NA r0 white not hispanic or latino 2 2 5 NA 3 4 2 1 1 3 NA NA 0 0 0 0 1 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 1.144431e-05 3.398614e-06 12.1281464530892 29.5194508009153 30.8924485125858 6.17848970251716 21.2814645308924 NA 11.4889380 NA 1.3395365 8.3151971 7.1832503 2.2326301 4.4605722 NA 8.7046265 1.1171631 -0.4677329 4.2046259 1.1171631 2.9245180 0.1171631 -1.4679324 3.5765947 -0.4677329 NA 6.5490068 11.3389498 8.2937503 0.8541553 8.3459800 1.8541154 11.8643753 -1.4679324 NA NA 2.2326301 3.1760514 -1.4679324 13.3562526 9.9298735 10.4281528 10.7086837 3.5322047 -1.4679324 9.0665018 -1.4679324 8.8632614 2.8541353 NA 2.8541353 10.8209784 2.6196712 11.0807800 11.7768541 10.1307166 10.0104933 3.0557683 NA 9.6498419 NA 1.5322172 10.7771572 2.5321923 10.2609697 4.4629357 5.8083233 2.2326301 3.6196595 1.1171631 NA 5.8359796 NA -1.4679324 9.0635803 6.1020555 NA 1.1171631 12.1682570 5.3851963 2.2326301 -0.4677329 2.3395650 NA 0.5321673 7.5350140 1.8541154 7.2970703 1.3395365 -0.0194130 1.1294000 0.2611600 2.1076000 -0.3520000 1.5504000 0.8400000 -0.0785590 -0.0785590 0.0391790 0.0391790 -0.3092200 1.0007000 0.2116000 -0.0018856 0.5848600 0.2040000 -0.0265930 0.2322400 0.5947400 3.6569000 0.9348500 0.3680300 0.3746100 0.0931690 2.4530000 2.0163000 0.5721700 0.3516700 0.5272900 -0.0123800 -0.0194130 0.1601200 0.2339400 -0.6094800 -0.3107400 -0.3246200 -0.3089900 1.3369000 -0.5438200 -0.3610800 -0.8533000 -0.8533000 -0.2901300 -0.2879900 -0.0873290 0.0158510 0.0391790 -0.0130580 -0.9225000 0.6516500 0.2116000 0.2116000 -0.2655400 -0.0433500 -0.0433500 -0.0209080 -0.6563200 -0.0018856 -0.3645500 0.3434400 -1.2082000 -0.0973440 0.2111400 -0.1130600 -0.0598220 -0.0223480 0.1908500 -0.3411400 0.1528800 0.9314000 0.3549400 -0.5565400 -0.1483800 -0.5763600 -0.6265600 -0.6687400 -0.6835200 -0.6835200 -0.6835200 3.6569000 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.381 0.000 0.191 0.191 0.229 0.463 0.368 0.368 -0.186 -0.186 0.000 0.000 0.572 0.572 -0.627 0.400 1.129 0.238 -0.295 0.633 -0.344 -0.344 -0.016 -0.288 0.000 0.000 0.000 0.000 0.409 0.718 0.212 -0.054 0.388 1.060 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.381 0.000 0.191 0.191 0.229 0.463 0.368 0.368 -0.186 -0.186 0.000 0.000 0.572 0.572 -0.627 0.400 1.129 0.238 -0.295 0.633 -0.344 -0.344 -0.016 -0.288 0.000 0.000 0.000 0.000 0.409 0.718 0.212 -0.054 0.388 1.060 8.8439471 9.0099571 -0.4677329 7.6196617 4.7610193 8.3635062 11.3521783 8.4994250 9.4812959 2.7801211 6.4979827 -0.4677329 NA 11.3821903 NA 10.3383456 8.1760549 9.1661023 11.6958831 14.2954112 3.9916261 10.4849401 11.4098664 3.1812457 8.4584948 NA 8.8886507 9.1859396 10.1551658 -1.1459245 0.5321673 14.9447025 7.7966412 8.3994775 6.9330780 10.3007967 8.3475820 9.215193 12.289380 10.131647 -1.467932 10.053308 9.092532 11.053554 8.834838 7.977214 9.929339 8.323362 10.480884 11.124656 14.171455 14.332669 11.878158 5.190409 11.032294 8.278713 12.390957 11.027554 4.840720 11.776854 10.938670 10.172896 10.316834 7.506613 14.983679 11.801033 6.962652 10.080057 10.5772759 10.7780486 -1.4679324 8.9007053 11.4889380 10.7810159 14.9170657 9.5441248 9.5625832 8.9864983 9.3737633 10.0160146 13.6813108 8.7046265 8.3233615 11.2430053 5.2601198 3.3395507 8.1886235 11.4098664 NA 6.3395543 11.7193963 8.0713578 7.6328615 9.9298735 7.3266146 5.0867880 4.4148391 4.2326377 8.5180409 1.9916443 -1.4679324 6.6249563 -0.4677329 7.5008658 2.1171631 11.0807800 14.0953951 11.7089953 10.7522748 10.8268196 3.0557683 1.5322172 7.1209138 8.9720297 11.4523656 5.7989863 10.7771572 11.7774544 5.1615572 5.6920701 10.2609697 12.8697511 11.3607320 7.5406271 4.1171631 8.2204489 8.2944149 10.0824647 8.1850439 10.5731734 TCGA-33-4533 76 0 NA 4068 lung stage ib t2 n0 m0 female 2001 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 50 1940 r0 black or african american not hispanic or latino 4 3 5 NA NA NA 3 3 1 3 NA NA 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 1 0 0 5 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 5 0 7 8.288455e-06 2.392901e-06 10.7255520504732 28.0757097791798 31.8611987381703 4.41640378548896 24.9211356466877 NA 11.07377693 NA 0.29924466 6.52165697 5.93347114 2.17373509 7.60848327 -1.28560060 11.13768046 9.63092779 3.71430048 10.51317864 8.07185382 5.70298715 1.03625715 4.78038885 2.17373509 0.29924466 NA 7.97168954 10.83486375 10.12475319 7.87920890 7.86404930 1.52165383 7.60911963 -1.28560060 3.35815711 NA 4.66849927 11.50240843 1.52165383 14.50494589 9.06855124 11.20163950 9.75527651 5.95270631 2.29927397 10.76924528 6.05415170 8.90031709 6.75322076 4.14056600 0.71431147 9.65656716 1.88424624 9.34456911 10.51902180 10.15672702 10.48275089 5.50871704 NA 10.22457152 -1.28560060 7.73666981 9.46918940 2.62119620 9.27176554 NA 11.18165270 10.36938534 1.52165383 0.71431147 NA 7.58466642 5.35815711 NA 9.25636652 5.29926298 NA NA 7.83064576 0.08719125 2.62119620 5.51856346 NA 8.56292468 2.03622198 9.38584299 3.35815711 7.50546463 0.71431147 0.7507000 0.0000000 -0.1498800 3.6569000 -0.7400000 -0.3389400 3.1170000 0.2219100 0.2219100 1.0358000 1.1108000 0.1053700 0.0731710 0.1109600 -0.1421300 -0.1464400 -0.1085900 -0.3613000 0.4311500 0.4592200 -0.2667900 0.0426960 -0.1195200 -0.1195200 0.2393800 0.2393800 0.0872280 0.0551280 0.0565130 -0.2959100 -0.1430500 0.7507000 0.8699000 0.0000000 -0.1593600 0.1755800 -0.7154200 -0.7051400 -0.5549100 -0.7505800 -0.7338900 -0.7309900 -0.7408900 -0.3114100 -0.3272200 0.1966400 0.1941500 1.0358000 0.9834900 0.0882580 0.1109600 0.1109600 0.1109600 0.1109600 -0.4226200 -0.3375600 -0.2456900 -0.1111900 -0.0971000 -0.1940000 -0.1573600 0.4246900 -0.3286600 0.4195200 -0.2809600 -0.2571700 -0.5390000 -0.4625900 0.0767520 0.0767520 0.0426960 -0.1163900 0.2393800 0.2393800 0.0012481 -0.0585960 0.0553910 0.7100000 0.8486900 -0.0025836 -0.1464400 -0.246 -0.246 -0.110 -0.110 -0.109 -0.109 0.131 0.459 -0.257 -0.463 -0.463 0.000 0.000 -0.120 -0.120 0.239 0.239 0.751 0.751 0.000 0.000 0.000 0.000 -0.149 -0.149 0.176 0.176 -0.749 -0.749 0.416 -0.305 0.197 0.197 1.036 1.036 0.105 0.105 0.104 0.104 0.000 -0.125 -0.246 -0.246 -0.110 -0.110 -0.109 -0.109 0.131 0.459 -0.257 -0.463 -0.463 0.000 0.000 -0.120 -0.120 0.239 0.239 0.751 0.751 0.000 0.000 0.000 0.000 -0.149 -0.149 0.176 0.176 -0.749 -0.749 0.416 -0.305 0.197 0.197 1.036 1.036 0.105 0.105 0.104 0.104 0.000 -0.125 9.9152004 9.1226316 NA 3.1066163 6.3436583 10.5862071 10.8218459 9.0485751 8.9419180 3.4147444 5.6331638 NA -1.2856006 12.8342967 5.8435844 10.2798943 10.5328840 9.5272813 11.7350926 14.1965426 6.5280837 11.1816527 11.3163047 -0.2857765 9.5644887 2.1737351 4.3867282 9.5815806 9.2917306 NA 6.3142143 13.0621308 8.3048888 10.1337355 8.8615069 9.6684982 8.6076033 10.1686012 12.0560986 11.0724036 7.8384230 8.3363539 8.4608163 10.3142147 10.5034279 7.6915816 11.0020143 7.3937817 9.9956408 7.2417792 9.9734566 13.5779074 11.1058140 7.4008026 10.2674512 12.1848337 12.7586960 10.5123686 4.1004227 10.5190218 12.2365156 10.5236681 10.4795880 5.5846679 14.5057080 12.6955124 0.2992447 10.1374178 10.4341185 10.4012401 6.5846664 9.2708078 11.0737769 10.6972955 13.9396893 9.1613851 9.8540706 8.8729115 10.0089226 11.3142147 13.9059009 11.1376805 7.3937817 10.8218459 10.4570324 8.1300438 8.7830801 11.5326843 5.0893414 8.4405200 10.7397875 10.2983248 8.7380561 9.0685512 6.0806236 7.6181836 5.8017640 3.4691957 9.8966963 -0.2857765 7.6771981 8.7227304 -0.2857765 9.7276246 9.2813072 9.3445691 13.9162726 12.1277976 10.7248300 11.2471448 5.5087170 8.3491131 9.2602315 10.6181837 11.3534164 7.7477251 9.4691894 11.3610856 8.9799170 6.8487281 9.2717655 12.5574378 10.1395177 9.1247533 5.8640499 6.2300012 8.0195429 10.6513078 7.0496917 10.4721086 TCGA-33-4538 66 1 2979 NA lung stage iiia t2 n2 m0 male 2002 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 51 NA rx white hispanic or latino 2 2 5 NA NA NA 2 2 1 4 NA NA 0 4 0 0 0 0 0 0 6 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 4 0 6 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 4 5.583437e-06 1.768666e-06 14.2857142857143 25.8064516129032 22.5806451612903 6.91244239631336 30.4147465437788 NA 11.1648043 1.4865599 2.6792211 8.0629306 -1.3208465 1.0011537 3.7666906 0.2642362 11.7404289 3.8085086 NA 7.1054916 3.4865857 2.4865857 1.4865599 NA NA 2.8370753 -1.3208465 8.2623091 11.2212911 7.6217413 5.4071454 8.2222583 2.3796764 10.2390816 -1.3208465 1.2641761 2.3796764 0.2642362 6.0011537 2.1386507 14.4259203 9.5511318 11.5980898 11.9725545 3.0011537 NA 12.1984942 2.8491586 9.3796662 2.2641761 NA 0.6792436 10.7423991 4.6808026 11.8206951 13.8390190 10.2352535 10.1577838 2.4865857 NA 10.9104477 NA 2.1386507 10.2847060 3.8491486 10.8742911 NA 8.8653408 5.3934711 3.3796625 0.2642362 NA 6.3230836 1.2641761 NA 9.8770575 5.5618699 NA NA 12.0413073 -1.0941870 4.3796695 -1.3208465 1.2641761 0.6792436 6.6848510 9.0022811 NA 8.3604648 1.8491586 0.4081100 0.0037465 0.8564000 3.5236000 -0.4268900 0.3847600 0.4292300 0.0091761 0.0164250 0.4298200 0.4298200 -0.0138150 0.0210430 -0.4442600 -0.0489260 0.4402000 0.2369000 0.3577300 3.6569000 -0.0253530 0.3385000 -0.3271500 -0.4228700 -0.4048400 1.1802000 2.3966000 0.4464700 0.3385300 -0.0417020 0.0503920 -0.4660000 -0.4196100 0.0213230 -0.1260300 -0.4783000 -0.4237500 -0.4157500 -0.4157500 0.1434000 -0.3986400 -0.3923000 -0.3985900 -0.4198300 -0.4113700 -0.4340400 0.0256710 0.0019418 0.4298200 0.4295700 -0.0138150 -0.3996400 -0.3996400 -0.3996400 -0.0029091 -0.0521850 -0.0521850 -0.4104700 -0.4687700 0.0037465 0.0037465 0.2369000 -0.4478200 -0.4096600 -0.4145400 0.3531600 0.3531600 -0.0279250 0.0000000 0.1897500 0.9847300 -0.3787600 -0.4284200 0.2924700 -0.5038000 -0.3636000 -0.4372700 0.7717600 0.0179630 -0.0243880 0.0130740 -0.0215100 -0.410 -0.410 -0.361 0.000 0.342 0.237 -0.419 0.000 0.353 0.000 0.000 0.235 0.235 -0.423 -0.423 0.292 0.292 -0.007 0.408 0.339 0.339 -0.426 0.000 0.000 0.000 0.134 0.134 -0.399 -0.399 -0.024 -0.409 0.000 0.000 0.430 0.430 0.000 0.000 -0.385 0.000 0.000 0.000 -0.410 -0.410 -0.361 0.000 0.342 0.237 -0.419 0.000 0.353 0.000 0.000 0.235 0.235 -0.423 -0.423 0.292 0.292 -0.007 0.408 0.339 0.339 -0.426 0.000 0.000 0.000 0.134 0.134 -0.399 -0.399 -0.024 -0.409 0.000 0.000 0.430 0.430 0.000 0.000 -0.385 0.000 0.000 0.000 10.2594851 8.5951060 -1.3208465 7.7613757 9.5247166 9.9182283 10.6286885 8.5725282 9.1650557 0.6792436 6.3865851 NA 1.0011537 12.2009496 -1.3208465 10.5630153 8.1650557 9.0168484 11.5322846 14.7603354 5.4341144 10.2246736 11.0249089 1.0011537 9.5603405 NA 11.7655287 9.3560652 9.9898336 5.0387127 -0.3208465 15.4296195 8.0011548 9.3796662 4.4865792 10.7181455 8.2047472 10.147851 11.961301 10.206704 NA 9.594359 10.012941 10.880738 9.125276 9.107587 10.611072 6.604039 11.058597 8.544960 12.791747 13.165244 11.881350 6.447411 11.000873 7.866579 12.806092 11.360026 5.892573 13.839019 10.352536 9.169074 10.207681 7.383130 13.617344 12.566161 2.001154 10.507760 10.6529239 11.8319867 0.2642362 9.4457555 11.1648043 10.3600256 14.8660938 10.0079015 10.4462771 8.2660664 9.8752076 9.9553509 13.7884859 11.7404289 6.6040387 11.1715805 8.5633969 7.6099640 9.0693955 11.9855731 NA 7.6932472 10.4930077 9.2135293 8.1447928 9.5511318 7.9128462 6.3445622 6.2791388 2.3796764 9.7526988 NA 7.5740440 8.8862407 -0.3208465 9.0650889 2.6792211 11.8206951 13.0514114 10.9568045 10.3432293 11.2561832 2.4865857 0.6792436 -1.3208465 9.5988347 10.2637193 3.4341078 10.2847060 11.6845002 10.2294923 5.3934711 10.8742911 11.8850198 10.0976062 9.0640103 5.8591347 6.9921090 8.6850897 10.0050941 7.6960349 10.4461695 TCGA-33-4547 68 0 NA 2419 lung stage ib t2 n0 m0 male 2007 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 1950 r0 white not hispanic or latino 1 1 4 NA 2 5 4 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 6.207672e-06 2.115464e-06 9.42622950819672 59.8360655737705 15.5737704918033 4.50819672131148 10.655737704918 NA 11.5896483 -0.1736447 0.4114262 7.3810246 8.3867687 2.6337799 4.7806303 NA 10.3416430 6.6844176 NA 11.2405927 8.5320683 2.9963526 0.4114262 NA NA -0.1736447 1.6338032 7.9913427 11.2833037 7.8571033 3.9963616 9.0125502 4.1483647 11.2678240 -1.1736447 0.8264366 NA 1.4113720 8.2421776 -1.1736447 14.0169829 9.1696217 11.6112753 11.0251880 6.1025595 NA 10.8701468 NA 9.2006387 3.8708283 NA -1.1736447 10.6449423 5.3810237 11.2691204 12.9655068 10.5133742 9.6317929 5.2187540 -1.1736447 10.0636460 NA 2.7333326 11.0449992 2.9138947 11.1635003 NA 8.9963611 5.7689518 5.9863063 1.1483484 0.8264366 6.3182897 NA NA 9.5381030 6.5406814 NA -1.1736447 10.5577550 -0.6574453 3.3500021 0.8264366 2.8264366 1.1483484 4.8708283 8.8844276 -1.1736447 7.1528659 1.8264366 0.01188300 0.00061934 -0.02528200 1.48890000 -0.01471400 0.50802000 0.50802000 -0.52169000 0.44773000 0.01174400 0.42931000 3.65690000 -0.00199690 -0.50994000 0.01397600 0.00159030 -0.00215220 0.04790200 -0.50841000 0.04489600 0.55792000 0.04731000 0.01495400 -0.50676000 0.00812170 0.01802900 0.01007100 0.01007100 0.05202300 1.04540000 0.04648300 0.01188300 0.01523300 -0.02528200 0.02208900 -0.03647400 -0.52129000 -0.52129000 0.46339000 -0.51433000 -0.00671680 -0.03047600 -1.02850000 -0.51553000 -0.52466000 -0.50934000 0.47709000 0.00506180 -0.00754560 -0.49011000 -0.49825000 -0.49825000 -0.50994000 -0.50994000 0.00228410 0.00228410 0.01156300 -0.50417000 0.01397600 0.02882800 0.00000000 0.00756500 -0.01290900 -0.51110000 -0.47189000 0.01858800 0.03855500 -0.41526000 -1.02620000 0.02953100 -0.00464330 -0.50508000 -0.42096000 0.01802900 -0.49890000 -0.50189000 0.08009100 -0.08804700 -0.08804700 -0.08804700 -0.09913500 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 -0.505 -0.505 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.000 0.000 0.000 0.501 -0.465 0.000 -0.008 -0.516 -0.062 0.448 0.000 0.000 -0.481 0.000 -0.498 -0.498 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 -0.505 -0.505 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.000 0.000 0.000 0.501 -0.465 0.000 -0.008 -0.516 -0.062 0.448 0.000 0.000 -0.481 0.000 -0.498 -0.498 0.000 0.000 8.784989 8.093223 1.411372 8.764545 7.523404 10.980305 10.711370 9.383900 10.310252 2.913895 6.774803 -1.173645 -1.173645 12.875604 1.148348 10.375258 6.733327 8.556057 10.947607 14.173538 6.102559 11.429367 11.759942 NA 9.944079 NA 5.148365 9.662486 9.451232 3.941632 1.148348 15.070818 6.940178 9.986307 5.093222 11.075253 8.713657 10.264188 11.987410 10.185087 NA 9.453970 9.116455 10.892525 9.544112 7.574629 10.181787 6.601223 10.407627 10.863296 11.720496 13.704870 12.334974 6.820789 10.512937 9.572950 12.714228 11.137333 6.859748 12.965507 11.746975 10.668000 10.944404 6.302169 14.616319 12.136339 3.074368 13.474175 11.2310454 11.7353915 -0.1736447 8.8065757 11.5896483 10.4198271 14.8363505 9.3132710 9.3794412 9.6094342 9.6378107 8.8515754 14.7070957 10.3416430 6.6012226 11.2413854 7.8236156 5.8037153 9.8529594 9.2358268 0.4114262 8.0310069 11.0796926 9.9634272 9.1949425 9.1696217 8.7601268 7.9531407 5.9138995 4.9557173 9.6167844 -0.1736447 0.8264366 7.3771828 NA 9.2797067 3.2858608 11.2691204 12.8300417 11.6824724 10.0630481 10.7456718 5.2187540 4.5268763 7.7660153 11.1900232 9.5704288 5.6593252 11.0449992 11.7868000 7.0743631 6.6402175 11.1635003 13.0221158 10.6249077 9.3972404 NA 9.2714509 9.7627280 10.2176795 7.1927583 10.8584817 TCGA-33-4566 40 1 5287 NA lung stage ib t2 n0 m0 male 1996 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA r0 white not hispanic or latino 3 3 2 4 3 2 3 3 1 2 NA NA 0 0 7 0 0 0 0 0 0 1 0 0 0 0 4 4 0 4 0 4 0 4 0 0 0 0 5 0 0 0 4 1 0 0 0 4 4 0 4 0 0 4 0 0 0 0 4 0 0 4 7 4 0 4 0 0 4 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 4 4 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 7 0 0 0 0 0 7 0 0 5 0 4 0 4 0 0 1 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 1 0 5 0 1 4 0 0 0 0 0 0 4 3.710731e-05 1.088944e-05 10.4509663564782 21.6177523264137 41.445955619184 8.80458124552613 17.680744452398 NA 10.59578979 NA NA 7.46862812 NA NA 2.33933695 NA 3.01742311 0.01735184 NA 7.68984217 4.18734020 2.60238561 0.01735184 NA NA NA 0.01735184 8.32575607 10.43210224 7.83119829 NA 6.95993124 2.01742311 6.49315094 NA NA NA NA 4.40973714 NA 15.12103271 8.92129886 9.92430762 12.35503896 4.10488176 NA 10.80531963 1.60236186 10.00311674 1.01742311 NA 0.01735184 9.38655641 1.60236186 9.87384257 11.62360943 8.61360679 8.72062836 1.01742311 NA 8.57200590 NA 1.01742311 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9.330300 8.316625 10.203531 5.409734 10.310889 9.167164 13.005924 12.997914 11.550747 8.480941 10.941487 8.862907 13.550503 10.084851 4.744247 11.623609 10.553664 10.710033 10.140245 6.409734 15.288937 2.602386 1.017423 8.316625 11.722185 11.127900 NA 7.869166 10.595790 11.816294 13.829189 9.083506 10.401834 8.731663 9.983201 9.962861 16.798636 3.017423 5.409734 10.679195 4.104882 5.572007 8.956996 10.360603 NA 9.177288 10.293541 9.112814 11.925059 8.921299 6.646773 6.226871 6.689843 3.017423 8.529170 NA NA 6.936280 NA 8.741931 2.017423 9.873843 14.053419 11.071343 10.301663 11.037008 1.017423 NA NA 10.765610 7.125941 5.061811 10.944454 10.574881 3.476848 5.948155 8.785601 12.446562 11.242022 8.918284 5.540979 3.339351 8.413850 9.272446 8.594846 10.495175 TCGA-33-4582 55 1 3149 NA lung stage ia t1 n0 m0 male 2000 NA yes 60 lung squamous cell carcinoma- not otherwise specified (nos) 86 1966 r0 white not hispanic or latino 4 1 5 3 3 4 3 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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11.590430 11.750726 11.470800 14.530539 10.386985 2.027225 10.746624 9.435777 12.450666 12.374857 2.927176 12.676566 10.794095 9.739418 11.600504 5.924475 13.309202 11.992154 2.705314 10.428541 11.0765393 11.9961900 0.2903064 8.6536745 10.4298211 10.4079128 13.8480497 8.8512393 9.0626611 9.9703362 9.4693494 9.7980643 13.3839073 6.8601248 8.0181902 9.9872373 8.1606344 3.9532373 9.7158354 11.9311171 NA 5.7387300 11.8227880 8.4246962 7.1440994 10.3883018 7.9293087 4.5126630 3.0272425 3.2288649 2.4057474 2.0272248 5.3777311 6.0628600 0.2903064 8.9460986 5.4866661 11.3455522 14.3916162 12.0793957 10.4383225 10.9597454 3.6595022 2.0272248 3.4057474 8.6061738 11.6237978 4.1971577 10.5170832 11.5003322 3.0272425 6.6360445 9.6968290 13.0256847 11.4734915 5.7276754 2.0272248 6.8448589 10.6291546 9.9744339 6.1565180 10.2827361 TCGA-33-4583 73 1 4601 NA lung stage ia t1 n0 m0 male 1999 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 46 1941 r0 white not hispanic or latino NA 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0.07121349 8.67360872 8.72466118 11.61247709 9.44770626 7.97810981 10.11515773 7.71507517 11.17799793 8.41255249 13.35922001 13.77021310 12.46058158 7.42583608 11.16529683 9.47209861 13.16837338 11.52688881 5.53305246 12.79523336 10.75538326 10.82666312 10.18712971 7.29361143 13.51683410 12.90805848 1.07121349 10.84984386 11.634098 10.808466 1.071213 9.081514 11.015199 10.988094 14.574899 9.494685 9.479195 8.532016 10.753921 10.414035 13.598411 0.486251 7.715075 11.431883 4.214179 4.552346 6.719876 12.744160 -1.513749 6.738922 11.181702 7.904109 8.950802 10.671442 6.579014 4.368901 3.530645 4.530651 9.279047 7.422895 5.970071 7.581653 -1.513749 9.251957 2.734179 11.111280 12.642419 11.185612 11.116751 11.422526 4.636004 1.486251 8.244480 10.325854 10.876426 6.362773 9.047545 11.819971 11.221389 3.656176 10.514853 11.683166 10.043720 8.131915 3.130107 7.086169 7.823254 9.377281 7.541539 9.919842 TCGA-33-4587 63 1 1656 NA lung stage ib t2 n0 mx female 2003 NA no NA lung small cell squamous cell carcinoma NA 1970 r0 white not hispanic or latino NA NA 4 1 NA NA 3 3 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.97386494 12.10892425 NA 0.90473456 7.47889013 -0.31760649 2.68230361 1.90469603 -1.90238920 8.95765869 9.46312318 NA 9.65768037 -0.31760649 3.05154612 2.55677273 -1.90238920 2.34528282 2.96672577 -1.90238920 7.27974150 11.60872956 6.42826469 7.81159305 9.99821441 1.41926920 6.45489969 -1.90238920 NA -1.90238920 NA 7.23689916 9.93891192 14.04050082 9.37985680 11.30649626 9.60662766 4.09734954 -1.90238920 10.17516466 -0.90265889 8.28165282 1.41926920 NA NA 11.47021125 3.10678381 10.89905589 12.15805276 13.33750531 10.03666226 3.05154612 NA 9.63699105 NA 1.79780157 8.89986382 2.79778083 8.29210441 -1.90238920 10.19373331 4.82526665 3.74120809 0.90473456 5.54855993 5.75555793 2.41926920 4.32616340 9.76490260 6.39655512 NA 0.41932315 12.63832311 0.55944287 3.18480395 2.90831335 3.38275024 5.14174340 0.09734111 8.16746833 5.93655079 7.99821412 0.63087138 0.5724500 -0.0339140 0.1348000 1.1418000 -0.4331100 0.7126700 0.0037465 0.5042300 0.5042300 -0.0114730 -0.0114730 0.4042700 0.2355500 0.4351300 -0.3869400 0.1133000 -0.3937500 0.4474800 -1.2929000 -0.3851500 -0.3879500 -0.0383060 0.0000000 0.0000000 -0.8020600 -0.0048461 0.7941300 0.0816100 -0.8381700 -0.3977500 -0.2968800 0.5724500 -0.4218900 -0.4021900 0.1348000 -0.8199900 -0.8320000 -0.8320000 0.1032200 -0.4759700 -0.4331100 -0.3529300 -0.8447500 0.0037465 -0.8700200 0.5042300 0.8140000 -0.0114730 0.1284500 0.4042700 0.3362600 0.4351300 0.4351300 -0.4731100 0.0027745 0.0027745 -0.8393000 -0.3869400 0.0423070 -0.7508900 -0.0257560 -0.4109100 -0.4109100 -0.8456300 -0.3879500 -0.3879500 -0.9144700 0.3636200 -0.7749600 -0.1336800 -0.0383060 0.0251100 -0.2637200 -0.0048461 -0.1186100 0.3293100 -1.2929000 0.6370000 0.6370000 0.6370000 -0.4304000 0.000 0.000 -0.387 0.000 -0.394 -0.394 -0.411 -0.462 -0.388 0.121 0.121 -0.679 -0.134 0.000 0.000 -0.802 -0.802 0.000 0.572 0.794 0.794 0.329 -0.362 0.000 0.113 -0.717 0.103 -0.433 -0.433 0.709 -0.869 0.504 0.504 0.000 0.000 0.404 0.236 -0.423 -0.423 0.207 -0.430 0.000 0.000 -0.387 0.000 -0.394 -0.394 -0.411 -0.462 -0.388 0.121 0.121 -0.679 -0.134 0.000 0.000 -0.802 -0.802 0.000 0.572 0.794 0.794 0.329 -0.362 0.000 0.113 -0.717 0.103 -0.433 -0.433 0.709 -0.869 0.504 0.504 0.000 0.000 0.404 0.236 -0.423 -0.423 0.207 -0.430 6.7157328 9.3110594 -0.3176065 4.8917643 5.8184467 11.4335751 10.6507368 11.4525940 9.0580735 0.6823036 7.4636699 0.6823036 -0.9026589 12.3131080 -1.9023892 10.8754247 7.2496321 9.2672724 11.2966871 13.8232995 3.5236121 10.3951235 11.9395996 2.6525553 3.6519357 NA 0.6823036 8.5547078 9.0199245 NA 4.5402939 14.1000527 8.3273681 10.3647195 3.3068018 10.9876118 8.9087223 11.2214688 11.6715863 10.3959829 -0.3176065 10.4385883 8.6576804 10.8996620 9.9799906 8.0310384 11.1495759 6.8721343 10.3085789 8.2685242 10.4416434 14.4574745 9.3612036 4.7412027 11.1323184 8.3165160 12.9932068 10.3582670 5.9654911 12.1580528 12.3275181 10.6258016 11.7426682 6.0631319 12.8137941 10.2877896 3.0042317 11.4232151 11.2905648 10.4187120 5.2368982 8.9607596 12.1089242 11.2332171 14.0477647 10.3426031 10.4441382 9.0064905 9.6272661 8.5700382 13.2830747 8.9576587 6.8721343 10.6053899 4.1417434 5.2162880 7.8982477 11.3813040 -0.3176065 6.8047067 11.1538159 9.6006764 6.3213491 9.3798568 8.3988437 5.8388157 4.3827502 3.8522386 10.5180973 3.7412081 4.1197131 8.4614823 -0.9026589 9.4360839 7.1953801 10.8990559 12.3178014 11.2786551 10.8156664 11.2542206 3.0515461 1.2672961 NA 10.3720168 10.5859409 0.4193231 8.8998638 11.6113218 4.4723838 7.3873660 8.2921044 12.0549031 10.1345513 8.1015681 2.3452828 9.1071763 8.5331845 11.2259864 8.9103270 11.3664742 TCGA-33-4589 62 1 47 NA lung stage iib t2 n1 m0 female 1992 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 45 1948 NA white hispanic or latino 1 1 2 4 2 1 1 1 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7108915 -0.7321646 NA 5.8225364 -0.7321646 NA 2.2679552 2.7273759 12.8803557 3.9683857 NA 7.7638033 10.6505720 6.8826577 NA 0.2679552 NA NA 1.5898593 7.5347348 9.1883008 6.7677938 -0.7321646 7.1927603 0.8528778 10.0278361 NA NA NA NA 10.5825312 NA 15.5542523 11.4979684 7.9045726 11.8041951 3.9683857 NA 11.1212575 -0.7321646 10.6002419 -0.7321646 NA 3.9118066 6.5267496 2.0794293 8.9839099 11.2416166 6.8453771 9.9870373 1.5898593 NA 8.2337323 8.5671560 0.8528778 10.5757179 3.7915120 11.3262780 NA 8.3313429 5.7598003 -0.7321646 NA 1.5898593 4.6602669 NA NA 9.9081928 -0.7321646 NA NA 6.6342694 NA 4.6942116 NA 5.9821927 NA 0.8528778 8.2791750 -0.7321646 3.9118066 2.9683857 -0.0669220 0.0012481 0.0012481 0.3138600 -0.1493100 -0.0580580 -0.0580580 -0.3732400 -0.1815700 1.9597000 1.3263000 -0.2018700 0.4812700 0.4122800 0.1147700 0.0284810 0.0284810 -0.1643400 0.3536500 0.3554500 0.2137600 0.0751280 -0.1549000 -0.1549000 -0.0797420 -0.0797420 0.1945100 0.1945100 0.1499500 0.0063871 -0.0669220 -0.0669220 0.0647970 0.0012481 -0.0537400 -0.1761300 -0.1761300 -0.1761300 -0.1761300 -0.1493100 -0.1493100 -0.1493100 -0.1493100 -0.0580580 -0.0580580 -0.1967500 0.1290400 0.2496500 -0.2221900 -0.2048800 0.4215000 0.4122800 0.4122800 0.0813220 0.0000000 0.0000000 0.0000000 0.0352420 -0.2414300 -0.2414300 -0.0232920 -0.1643400 -0.1643400 0.3536500 -0.1038100 -0.1038100 0.0937660 0.0937660 0.0751280 0.0751280 -0.0146410 -0.1549000 -0.0797420 -0.0797420 -0.2991000 -0.3260700 0.1499500 0.0063871 0.0063871 0.0063871 0.0063871 0.000 0.000 0.000 -0.241 0.000 0.000 -0.164 0.354 -0.104 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.195 0.195 -0.299 0.150 0.000 0.000 -0.176 0.314 -0.149 -0.149 0.000 0.000 0.129 0.129 0.250 0.250 -0.202 0.279 0.412 0.412 0.000 0.000 0.000 0.000 0.000 -0.241 0.000 0.000 -0.164 0.354 -0.104 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.195 0.195 -0.299 0.150 0.000 0.000 -0.176 0.314 -0.149 -0.149 0.000 0.000 0.129 0.129 0.250 0.250 -0.202 0.279 0.412 0.412 0.000 0.000 5.100839 7.360705 2.075293 4.791512 8.457772 5.710892 9.583097 9.461473 12.861572 NA 5.100839 NA 2.589883 13.024296 NA 8.886333 7.612244 6.088127 11.111630 11.873890 2.727376 10.603338 10.401732 NA 11.682105 NA 3.174838 9.938604 9.623299 NA NA 16.689758 8.574010 9.779701 2.075293 10.013622 8.129035 9.1733348 11.5271027 9.3191568 NA 7.2623016 8.4353661 11.5622815 6.2903157 7.4428738 11.1398532 6.8678606 10.8133902 6.3972314 12.5376591 14.5406142 10.1126537 7.3607049 9.6122437 7.0753026 13.6073108 9.9579459 3.4546102 11.2416166 9.3326907 8.8808165 8.4577724 5.3554110 14.6551666 7.7191588 -0.7321646 7.5943776 10.3998049 11.4825706 NA 7.6688276 8.7108915 10.7004898 14.5150588 7.2735728 8.6875500 9.3407505 9.9189996 10.5075464 15.6666916 12.8803557 6.8678606 8.8529105 4.2221477 4.5533482 9.2466584 10.5188384 NA 7.2452275 9.4227660 8.2308438 9.6473264 11.4979684 5.6942116 6.9821939 4.8225364 3.2679552 8.2394916 NA NA 4.9403735 -0.7321646 6.7355533 1.2679552 8.9839099 14.2484446 12.1765282 7.8263686 10.3823410 1.5898593 NA NA 8.5648640 8.1808371 2.9683857 10.5757179 10.1150053 7.9261596 -0.7321646 11.3262780 12.1208675 11.8420684 7.0881268 NA 3.5158764 9.4163863 8.2016388 5.9403735 9.5347346 TCGA-33-6737 71 1 601 NA lung stage iiia t2 n2 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA NA white NA NA NA 4 4 2 2 4 3 1 4 2 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1.314362e-05 4.230927e-06 6.4453125 48.4375 29.296875 4.6875 11.1328125 -0.1137230 11.6572386 NA NA 8.0207261 0.6233050 2.4712655 5.5583472 NA 2.7607745 2.8862965 0.8862770 9.4849723 6.0086953 15.6906995 6.3457317 0.6233050 NA NA 0.3013535 8.7276016 11.1086919 8.2900216 2.7607745 8.5022355 5.0292585 8.1916011 4.1839787 NA 1.4712395 0.6233050 4.5681233 NA 13.7696428 9.3854811 10.0662086 9.3525460 5.2786167 NA 11.4018351 0.6233050 8.9743191 4.4911604 NA 5.0428019 11.8810419 4.6936542 10.5477807 12.2364100 10.0284066 10.4522806 2.9451957 -0.1137230 8.0069695 3.7607639 8.1839802 10.4127988 5.0155823 9.9755293 3.1086917 9.3552630 5.7689439 5.4510825 1.6232582 -0.1137230 8.5071302 -0.1137230 NA 9.4479056 6.1655241 -0.6987636 -1.6985294 10.1010234 0.4124022 3.9737582 2.5107847 3.0017842 0.3013535 NA 9.3606814 7.0086964 7.3457308 1.1086917 0.01777900 -0.00461370 0.54130000 0.00829070 -0.33910000 0.25866000 0.30133000 0.00000000 0.00000000 0.01372700 0.01372700 0.33783000 0.92851000 -0.33714000 0.24259000 0.30916000 0.30916000 0.00106510 0.28876000 -0.02730500 0.26603000 0.01791900 0.69030000 -0.29796000 0.31910000 0.31910000 0.01680000 0.01680000 -0.31801000 -0.03044700 0.01777900 0.01777900 1.02860000 -0.00461370 -0.00834450 0.02689000 0.00273020 0.00273020 0.00273020 -0.33910000 -0.33910000 -0.33910000 -0.33910000 0.00148120 -0.34278000 -0.00032147 -0.29110000 0.01372700 0.01372700 -0.34838000 -0.34312000 -1.06060000 -0.33714000 -0.32185000 0.35556000 0.33346000 -0.33183000 -0.32836000 0.24259000 -0.69706000 0.32458000 -0.38496000 -0.05338400 0.28021000 -0.32766000 0.01694000 -0.32498000 -0.31649000 0.01456500 0.01456500 0.05020500 -0.30631000 -0.31789000 0.31910000 -0.34036000 -0.00253800 -0.31474000 -0.03817500 -0.03817500 -0.03817500 -0.03817500 0.307 0.000 -0.328 -0.086 0.309 0.309 -0.386 0.289 0.000 -0.316 -0.316 0.000 0.000 -0.306 -0.306 0.001 0.319 0.000 0.000 0.000 0.000 0.000 -0.315 0.000 0.000 0.000 0.000 -0.339 -0.339 -0.310 -0.310 0.000 0.000 0.000 0.000 0.929 0.929 -0.343 -0.343 0.000 0.000 0.307 0.000 -0.328 -0.086 0.309 0.309 -0.386 0.289 0.000 -0.316 -0.316 0.000 0.000 -0.306 -0.306 0.001 0.319 0.000 0.000 0.000 0.000 0.000 -0.315 0.000 0.000 0.000 0.000 -0.339 -0.339 -0.310 -0.310 0.000 0.000 0.000 0.000 0.929 0.929 -0.343 -0.343 0.000 0.000 6.5728003 7.6005448 1.6232582 0.8862770 7.7276019 8.0761240 10.4424862 8.0461707 12.0231838 -0.1137230 6.8130898 NA 3.5867407 11.5052967 -0.6987636 10.0440674 5.7442795 9.0949404 10.8928570 13.5424636 10.4862124 11.8056594 11.2434849 -0.1137230 7.0224366 NA 5.7107293 8.8150646 9.8056544 -0.5286564 0.8862770 13.7320182 7.8501587 9.4059358 10.4312639 10.1790046 10.0017768 10.0262771 11.6377041 10.1098991 -0.6987636 3.7276047 7.4072457 11.9166218 9.1429015 9.2365019 10.2569869 5.2201984 8.5132132 11.1548415 13.9200666 13.5648263 12.3695275 7.0292574 10.1855076 8.4725138 13.4588813 11.2597085 4.7660067 12.2364100 11.0992012 10.2116050 10.9007850 5.9808182 14.6089879 1.4712395 3.6588855 10.5666591 12.1300685 12.4686767 0.6233050 8.8806531 11.6572386 11.5544458 14.2596620 9.3450479 9.3327695 8.8011829 9.9812569 8.8520838 14.8265825 2.7607745 5.2201984 10.9190340 6.2202003 6.2082285 8.5959579 12.1061739 -0.6987636 8.6489583 10.7752964 10.4846622 11.0022102 9.3854811 7.9252185 6.2497051 6.6807154 4.4510858 8.6478509 -0.1137230 -0.6987636 7.6096759 -1.6985294 9.2172164 2.0017662 10.5477807 14.0313029 11.1799628 11.0318071 11.5703175 2.9451957 NA 0.6233050 11.5340577 8.7453167 5.9379611 10.4127988 12.4419272 6.4306198 10.9167368 9.9755293 13.1708345 11.0777701 9.4472692 7.0017764 8.1515240 10.1435617 9.8951949 6.5959571 10.1464349 TCGA-33-6738 80 0 NA 1927 lung stage iiia t1 n2 mx male 2009 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 50 NA NA white NA NA NA 6 4 1 5 4 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8528249 NA NA 9.3520353 0.9962441 NA 3.4816735 -1.3255393 3.5812066 3.3181722 5.9411016 6.2667734 8.3937045 8.3537957 0.2593026 -0.3257201 NA 0.7549730 -1.3255393 6.6168296 11.7323074 7.0709206 4.3467442 9.2723683 -0.3257201 11.3960557 -1.3255393 1.4816606 1.4816606 -1.3255393 5.2592800 3.9597145 15.1461330 9.7444366 11.5272353 9.8259665 2.6743251 -1.3255393 11.5121407 6.9826548 9.4078734 8.0601782 NA NA 10.3867611 2.9222359 10.7929324 12.4101890 8.6841444 11.6302670 5.1978772 NA 9.0515263 NA 1.2593026 10.0730594 4.0318715 9.5040384 -1.3255393 8.8227923 5.3181722 3.7617746 2.5812066 -1.3255393 6.8240626 -0.3257201 NA 9.3244700 6.9504404 2.5812066 0.6742799 7.8010202 3.2801694 3.0666403 0.9962441 2.7617746 5.6168311 0.2593026 7.7323072 -0.3257201 6.9826548 0.7063758 0.162650 0.543470 0.103800 0.300420 0.211920 0.826860 0.826860 0.000000 0.000000 0.428650 0.428650 1.105900 -0.219230 -0.356470 -0.083598 0.337720 -0.076812 -0.157330 0.112130 0.088258 0.076566 0.227770 -0.343890 0.061079 0.167000 0.167000 0.626420 0.626420 -0.100530 -0.017653 0.089561 0.162650 0.543470 0.103800 0.063366 -0.352020 -0.352020 -0.352020 -0.352020 -0.293670 0.302980 0.302980 0.302980 -0.368930 -0.368930 0.026092 -0.043195 0.428650 0.153250 -0.593800 -0.362380 -0.875020 -0.356470 -0.356470 -0.069198 -0.069198 -0.358970 -0.358180 -0.083598 -0.083598 -0.076812 -0.508150 -0.157330 0.112130 0.076566 0.076566 -0.081871 -0.081871 0.227770 0.227770 0.227770 -0.367820 -0.367370 0.146970 0.026373 0.026373 0.367230 0.046842 -0.017653 -0.017653 -0.017653 0.000 -0.226 0.000 0.000 0.338 0.000 -0.157 0.000 0.000 0.000 0.000 -0.368 0.228 -0.368 -0.368 -0.200 0.167 0.163 0.163 0.626 0.626 0.000 0.317 0.543 0.104 -0.352 -0.052 -0.082 0.212 0.458 -0.369 0.000 0.000 -0.313 0.116 -0.594 -0.174 -0.357 -0.357 0.000 0.000 0.000 -0.226 0.000 0.000 0.338 0.000 -0.157 0.000 0.000 0.000 0.000 -0.368 0.228 -0.368 -0.368 -0.200 0.167 0.163 0.163 0.626 0.626 0.000 0.317 0.543 0.104 -0.352 -0.052 -0.082 0.212 0.458 -0.369 0.000 0.000 -0.313 0.116 -0.594 -0.174 -0.357 -0.357 0.000 0.000 6.1172587 7.9620278 0.9962441 4.5322983 5.3036712 9.3564324 10.4609938 8.0626992 11.1816148 1.4816606 6.5198061 NA 0.9962441 9.9240218 4.6966838 9.7769475 6.3467406 10.2100771 11.1485870 13.8163031 4.6050557 12.5567677 10.4379430 3.8837674 11.2825705 -1.3255393 13.3185100 8.7670728 9.9792317 NA 4.3467442 15.0505598 6.6285126 10.9151070 8.6168304 12.6606911 8.9091331 9.8278678 12.1679210 10.2672399 -1.3255393 5.1172587 6.8240626 12.7920399 10.4503374 9.2192801 7.4589504 7.4090251 10.1010993 12.4643587 14.4590783 14.2276450 10.9623166 5.4157823 10.6886850 11.7616128 12.3108270 12.0029906 5.4666500 12.4101890 11.2878750 11.3649685 10.4507488 6.1661691 13.5051804 12.0577500 0.2593026 11.6033891 11.5211772 13.8973369 4.5072048 8.2346484 11.8528249 11.8050471 14.0664962 9.0601782 9.1569826 9.2508001 9.7887087 8.3537957 14.4983297 3.5812066 7.4090251 11.4581325 7.8862038 5.4292042 9.5103660 11.2161383 NA 7.2479626 11.5421735 9.1480215 7.1821103 9.7444366 8.8874199 6.3608155 5.0493563 2.6743251 8.7049829 3.3747613 0.2593026 8.7350117 1.4816606 7.9434426 6.8837686 10.7929324 12.9549415 11.2439340 10.8498653 10.9530555 5.1978772 NA 5.3467406 10.1726663 8.9917282 6.6686695 10.0730594 11.2142015 5.2592800 5.5072048 9.5040384 12.8128275 10.9718052 8.4768321 -1.3255393 8.8138671 10.2202503 10.2370351 8.7657512 10.4744066 TCGA-33-A4WN 60 1 143 NA lung stage ib t2a n0 mx male 2011 NA NA 20 lung squamous cell carcinoma- not otherwise specified (nos) 60 1970 r0 white not hispanic or latino NA NA 4 2 3 1 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.0000000 11.4854268 NA NA 8.0045014 4.7004397 1.2630344 2.5849625 -1.3219281 9.3715589 4.0000000 0.6780719 9.0279060 8.4446008 2.9259994 0.6780719 1.2630344 NA -0.3219281 NA 5.7333543 10.9738408 8.3056058 4.5360529 7.8073549 0.2630344 11.4743144 NA 6.0268001 NA 1.0000000 8.9056878 3.4329594 13.0783503 10.2681911 11.0874628 11.2555007 5.4059924 NA 11.7156189 4.5360529 8.9761116 2.2630344 0.6780719 5.4724878 10.7321946 2.9259994 11.1375035 12.4192228 11.1282522 11.0871419 5.7970130 NA 10.6542780 NA 3.0000000 10.3060617 4.4329594 9.7455063 NA 8.9460290 6.5545889 4.8073549 -0.3219281 0.6780719 4.7224660 NA 0.2630344 9.5030306 5.6322682 3.5360529 -1.3219281 11.3324842 4.0676387 3.0000000 NA 4.4854268 1.0000000 1.2630344 7.6752514 NA 6.7059779 3.8599695 0.4337800 0.4045700 0.0151680 1.3364000 0.4170900 0.8879200 0.4211600 0.0146090 0.0146090 0.4173100 0.0111210 2.6796000 0.0126550 0.0146090 0.0123760 0.0207630 0.0207630 -0.4451800 -0.4001900 -0.4001900 0.0000000 0.4174700 0.0314360 0.0314360 -0.0264410 -0.0264410 -0.0069195 -0.0069195 -0.0111980 -0.2826300 -0.0579240 -0.2455700 0.4091100 0.0151680 -0.0082478 -0.3935700 -0.3914100 -0.3914100 0.8162500 -0.3817900 -0.3671400 -0.3735000 -0.3735000 -0.1802200 -0.1802200 0.0169850 0.0146090 0.0111210 0.0132130 -0.4145400 -0.3861600 -0.3716600 0.0146090 0.0146090 -0.0102320 -0.0102320 -0.0102320 0.0123760 0.0123760 0.0123760 0.0092377 -0.3757200 -0.3757200 -0.4001900 0.0000000 0.0000000 -0.0042929 -0.0042929 -0.4013000 -0.0074720 -0.4392900 0.0314360 -0.0175290 -0.0264410 -0.0346310 -0.0346310 -0.0111980 0.4590500 0.4590500 1.1449000 -0.2851300 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 -0.400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.384 0.000 -0.391 0.556 -0.367 -0.367 0.000 -0.153 0.000 0.000 0.403 0.000 -0.398 0.000 -0.372 0.000 0.427 -0.283 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 -0.400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.384 0.000 -0.391 0.556 -0.367 -0.367 0.000 -0.153 0.000 0.000 0.403 0.000 -0.398 0.000 -0.372 0.000 0.427 -0.283 8.5774288 7.7655347 -0.3219281 9.7394431 7.5266948 9.0367231 10.4017328 9.6882783 10.2982917 2.3785116 6.9818527 -1.3219281 0.2630344 12.2340989 -0.3219281 11.4425289 6.7169909 9.3837043 10.8355799 14.8295245 2.9259994 10.5958169 11.1986906 0.2630344 11.1900716 NA 2.5849625 9.6110248 8.7292672 NA 0.2630344 16.1336605 8.6865005 9.9002630 3.3219281 10.2914010 8.6766623 9.8492487 10.9378152 10.0190347 -1.3219281 9.3957483 7.4229057 11.1395514 9.5954440 8.9295543 9.8303567 6.9954845 11.2094436 8.1858665 12.7386547 14.0896491 11.0778839 5.9909549 10.6209529 8.9988725 12.6868507 10.6449378 5.0622944 12.4192228 11.6286278 9.8850862 10.8407779 7.6780719 13.1812100 12.2908252 0.6780719 12.6983574 11.1184220 11.9905295 2.3785116 9.3028674 11.4854268 11.3400726 13.4026353 8.7018263 10.2095752 9.2075025 10.7754457 8.4528590 13.8825666 9.3715589 6.9954845 11.1492390 9.8099289 4.3219281 9.0312187 10.7714895 NA 7.0531113 10.1573469 8.3504972 7.1497471 10.2681911 10.0874628 8.4627068 6.1456775 3.8073549 10.6227840 -0.3219281 6.8728288 7.5266948 -0.3219281 8.8863063 5.1375035 11.1375035 13.0849412 9.8728288 10.5239539 11.5412903 5.7970130 -0.3219281 -0.3219281 9.6574971 9.1189411 6.9495349 10.3060617 11.3353904 8.4966541 5.1538053 9.7455063 12.5278679 11.0325968 7.8150630 2.7655347 8.6424128 8.9352829 9.6997459 7.5204222 10.5580380 TCGA-33-A5GW 67 1 9 NA lung stage iia t1a n1 mx male 2012 NA no 20 lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white not hispanic or latino NA NA 4 3 4 4 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.0424568 11.1742766 NA -0.0424568 6.5868878 3.2054551 -1.0424568 5.5574438 NA 8.6888496 5.0236191 -0.0424568 4.5121194 2.6579601 7.0343467 -0.0424568 1.2794713 0.9575432 1.1591771 -1.0424568 7.5759166 11.5731604 9.0906730 5.4810922 7.5795830 NA 13.6938798 NA 3.8155139 NA 3.6579715 6.4169630 6.5349596 13.5077845 10.9243966 12.6820446 11.6516710 4.8155139 NA 12.4188823 -1.0424568 8.1902395 4.0449973 NA -0.0424568 10.9434758 3.4169613 11.0022664 14.6154828 11.4717517 11.3235059 6.4251370 NA 9.1706349 7.6405255 2.6579601 7.5977755 2.7648769 9.9051677 NA 7.5722409 3.7648875 3.3498465 NA NA 5.4493831 NA -1.0424568 9.1645452 6.1863500 0.5425057 NA 9.4986275 NA NA NA 1.5425057 -1.0424568 0.5425057 6.8523485 3.0449886 6.9687578 NA -0.01505400 0.00680440 0.00680440 0.93834000 0.04968200 0.04968200 0.04968200 -0.01290300 -0.01290300 0.03016900 0.03016900 0.02202400 0.01698500 -0.02313400 0.01561800 0.02482900 2.14680000 -0.78353000 -0.76578000 0.01460900 0.02735700 -0.03912200 -0.78412000 -0.78412000 -0.06289800 -0.06289800 0.03806500 0.00747740 0.01391100 -0.24885000 -0.80410000 -0.79736000 0.00680440 0.00680440 0.00680440 -0.78277000 -0.78277000 -0.78277000 0.80014000 0.04968200 0.04968200 -0.77439000 -0.77439000 -0.79403000 -0.66744000 -0.01290300 -0.01985300 0.03016900 -0.81285000 -0.79461000 -0.00484610 -0.02313400 -0.02313400 -0.81901000 -0.64246000 -0.64246000 -0.64246000 0.01561800 0.03284500 0.03284500 -0.76655000 -0.78311000 -0.78353000 -0.76578000 0.02735700 0.02735700 0.01653100 0.04499900 -0.81079000 -0.03912200 -0.03912200 -0.35236000 -0.06289800 -0.06289800 0.01474900 0.00075364 0.01391100 -0.28910000 -0.28699000 -0.28699000 -0.23582000 -0.642 -0.642 0.000 0.000 0.000 0.000 -0.784 -0.765 0.000 0.000 0.000 -0.771 0.000 -0.784 -0.784 0.000 0.000 -0.761 -0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.179 0.962 0.000 0.000 -0.408 -0.408 0.000 0.000 0.000 0.000 -0.795 0.000 0.000 0.000 -0.287 -0.287 -0.642 -0.642 0.000 0.000 0.000 0.000 -0.784 -0.765 0.000 0.000 0.000 -0.771 0.000 -0.784 -0.784 0.000 0.000 -0.761 -0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.179 0.962 0.000 0.000 -0.408 -0.408 0.000 0.000 0.000 0.000 -0.795 0.000 0.000 0.000 -0.287 -0.287 8.6837491 7.0919568 -0.0424568 8.9333788 7.2149184 9.6854512 11.0310029 8.5590417 10.4179867 1.2794713 6.7323180 NA -1.0424568 9.5602296 -0.0424568 10.9253910 6.2336561 8.5630101 10.7949892 14.2773793 4.3837941 11.1132977 12.4101581 1.9575432 10.6566694 NA 9.9007782 8.7090748 10.0107508 NA NA 16.1479438 8.2452432 9.5620840 4.0449973 11.5699386 8.7006821 10.018227 12.278472 10.160879 -1.042457 9.024965 8.745433 11.436553 9.887529 7.979898 10.292921 6.383796 10.939094 10.631281 13.672420 13.852349 11.241776 2.764877 10.557908 8.717419 12.709702 12.615965 4.822460 14.615483 11.129333 9.942661 10.717835 7.028993 13.159099 12.312882 1.764898 10.556049 11.8664862 11.2377216 -1.0424568 9.0868137 11.1742766 11.3298517 14.7579754 8.8538631 9.4950695 8.2429330 10.5941554 9.1983220 13.1095779 8.6888496 6.3837959 11.3123311 7.5611573 5.3669202 5.9575316 12.7898274 NA 6.7840786 11.1929467 8.5814123 7.3018263 10.9243966 9.6449065 2.1274682 2.7648769 1.5425057 9.3869374 -1.0424568 6.9348102 8.1148776 NA 8.7190821 2.6579601 11.0022664 13.2920834 9.6544982 11.1302708 11.5309413 6.4251370 -1.0424568 -0.0424568 9.2348181 10.0686664 5.2429340 7.5977755 10.6036394 10.4889122 6.0555623 9.9051677 13.3730745 10.3685120 7.9462156 3.9575339 10.4230972 9.0505654 9.3040444 8.5611569 9.8926958 TCGA-33-AAS8 59 1 1114 NA lung stage ia t1 n0 mx female 1998 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 60 1971 r0 black or african american not hispanic or latino NA NA 5 2 NA NA 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1795147 10.8682945 -1.1795147 -1.1795147 7.1603394 -1.1795147 -1.1795147 4.2799170 NA 4.0684129 4.6533811 -0.1795147 3.8648795 1.8204853 7.1647853 0.4054478 0.4054478 2.4054478 1.9180809 -1.1795147 6.2634326 10.5403055 10.6757468 5.0493084 8.9740411 NA 9.4379563 0.8204853 5.7273787 NA 7.0966129 5.6278432 1.1424134 13.2342491 11.8788190 11.5233110 10.5606914 3.5753728 NA 12.2792800 0.4054478 7.9533741 -1.1795147 -1.1795147 8.1491638 11.0955891 2.9390197 11.1840762 12.4889795 10.3538187 10.8683524 5.2298801 NA 10.5640612 -1.1795147 -1.1795147 9.8689758 2.7273759 9.1813362 NA 9.0177057 4.7031339 1.8204853 NA -0.1795147 5.3282836 NA NA 8.8497763 5.3282836 NA NA 11.0922438 0.4054478 2.2799170 0.4054478 5.8532522 NA 1.4054478 8.0565033 -0.1795147 6.7393526 1.7060663 0.0451900 0.0586520 0.0055529 3.6569000 -0.2717600 0.1578600 0.1578600 0.1007400 0.1007400 0.0757030 0.0767100 -0.5736800 0.0375000 1.0684000 0.0907200 0.0885480 0.0669940 -0.5622600 -0.5135300 -0.5117700 -0.1465700 0.0820430 0.1007400 0.0962800 0.0262330 0.0262330 -0.5303200 0.6775200 -0.1520800 -0.2411900 -0.5583700 -0.5350000 0.0914450 -0.7683400 -0.5716000 -1.2929000 -0.5638600 -0.5638600 0.5308100 -0.2717600 -0.2717600 -0.2741600 -0.2741600 -0.5404700 -0.5689200 0.1333200 0.1045300 0.0757030 0.0682860 -0.5736800 -0.5741700 -0.5741700 -1.2799000 0.0502500 -0.5564700 -0.5564700 -1.0153000 0.0783420 0.0907200 0.0946370 0.0669940 -0.5893600 -0.5595000 -0.5135300 -0.1465700 -0.1465700 0.0040698 0.0595080 -0.5926300 0.0853650 0.0820430 0.0962800 0.0262330 0.0262330 -0.5443100 -0.5770400 -0.1794600 -0.2234200 -0.2234200 -0.7519300 -0.2590900 -0.572 -0.572 0.000 0.000 0.000 0.000 -0.560 -0.514 -0.147 0.000 0.000 -0.593 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 -0.557 -0.152 0.000 0.000 -0.564 0.000 -0.272 -0.272 0.158 -0.383 0.101 0.101 0.000 0.000 -0.538 0.000 -0.574 0.000 -0.223 -0.223 -0.572 -0.572 0.000 0.000 0.000 0.000 -0.560 -0.514 -0.147 0.000 0.000 -0.593 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 -0.557 -0.152 0.000 0.000 -0.564 0.000 -0.272 -0.272 0.158 -0.383 0.101 0.101 0.000 0.000 -0.538 0.000 -0.574 0.000 -0.223 -0.223 9.51658706 8.02016102 0.40544784 3.57537285 5.47870006 10.24832550 9.82400692 7.70618517 9.54925985 3.46434153 7.22563066 NA -1.17951466 11.18489722 NA 11.24491773 7.47870006 9.75565406 10.85036283 15.26205529 4.92901454 10.22350099 11.24386755 NA 6.52092820 NA 2.82048534 8.34600970 10.53684972 0.08351975 2.90794818 14.75390299 8.71227249 9.39034461 0.82048534 11.21655848 8.78627322 10.070787 12.039809 9.710753 -1.179515 9.475125 7.608392 11.344786 9.018934 8.639071 10.319338 7.624620 10.333718 8.689311 13.160965 13.828042 12.056054 7.975307 10.525689 8.517456 12.376396 10.812719 4.784195 12.488980 10.320335 10.075518 10.500848 5.520928 13.352849 13.743073 1.405448 9.779766 10.741958 10.036628 1.142413 9.473334 10.868295 10.391768 14.260545 10.343561 9.366245 8.499969 10.721352 9.442541 13.734921 4.068413 7.624620 11.409672 6.068417 4.886579 7.568682 11.810238 NA 6.212807 11.654367 8.449846 8.548409 11.878819 7.128827 5.864882 4.864884 1.820485 8.891951 5.229880 6.390344 9.023837 NA 8.982880 1.820485 11.184076 13.177216 10.061876 10.568262 11.548835 5.229880 2.820485 NA 8.698540 9.884558 7.351870 9.868976 12.210120 10.564902 5.561955 9.181336 12.302288 9.876449 8.155879 2.279917 7.412946 9.516413 9.153644 8.110508 9.761537 TCGA-33-AASB 66 1 211 NA lung stage ib t2 n0 mx male 2002 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 40 1962 r0 black or african american not hispanic or latino NA NA 4 3 2 1 3 3 1 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.38443668 11.10369603 NA NA 7.91281810 NA NA 2.85391583 -1.31616883 8.67126329 5.20756102 8.05250556 5.37049910 2.14342607 14.86995855 -0.31598922 1.26897328 NA 1.49134005 -1.31616883 5.78203107 9.99006084 6.43219277 0.68401078 7.91281810 NA 9.73860336 NA NA NA 2.59088940 3.85392581 -0.31598922 14.42553904 9.76548253 10.33280604 8.43888664 3.77146306 NA 11.69662367 2.14342607 7.80405550 0.26891342 -1.31616883 4.17585190 11.59456502 3.01813562 10.94315390 11.05447673 10.21098736 10.36846281 6.88857036 NA 9.50657001 2.00593888 0.68401078 6.55436322 2.00593888 9.31244464 1.26897328 8.80941251 7.88857036 1.85391583 -0.31598922 4.46536070 6.18384575 5.57881798 -1.31616883 8.61916427 7.29502410 NA 0.26891342 11.05632008 0.01735184 1.00590296 1.73539220 0.26891342 -1.31616883 0.68401078 6.02384970 -1.31616883 6.23089276 0.68401078 0.5606300 0.0133530 -0.0189020 0.8481000 0.4026100 0.4698100 0.4681000 0.0139110 0.0139110 0.0124660 0.0124660 0.1091400 0.9021100 0.0289030 0.3256000 -0.3165700 0.0022193 0.9643200 0.0190830 0.0190830 0.0322810 0.0502500 0.0172640 0.0172640 -0.2991000 -0.2991000 -0.3041600 -0.3070500 -0.3061600 -0.0433310 -0.2926000 -0.6828700 0.0206230 -0.3673700 0.0018030 -0.2869100 -0.6787500 -0.6787500 0.5915200 -0.2144500 0.4026100 -0.3182100 -0.3182100 -0.3228600 -0.3228600 0.4480800 -0.3304000 0.0124660 -0.0026322 -0.0291750 -0.6958600 -0.6824100 -0.6824100 0.0289030 0.3596900 0.3596900 -0.3224400 -0.3233300 -0.3374500 -0.3374500 0.0022193 -0.3360600 -0.3398000 0.0130740 0.0153970 -1.0593000 -0.3136500 -0.0216470 -0.2770300 0.0369350 0.0502500 -0.3511900 -0.3293400 -0.2991000 -0.3473300 0.0160060 0.2999500 -0.0396650 -0.0526260 -0.0526260 -0.0433310 0.019 -0.318 -0.337 -0.337 -0.317 0.000 0.843 0.000 0.000 -0.314 0.000 -0.277 0.000 0.000 0.000 -0.299 -0.299 -0.333 -0.333 -0.303 -0.303 -0.302 -0.006 0.000 0.000 0.314 0.600 -0.251 -0.251 0.145 -0.323 0.000 0.000 0.000 0.000 0.321 0.321 -0.682 -0.682 0.000 0.000 0.019 -0.318 -0.337 -0.337 -0.317 0.000 0.843 0.000 0.000 -0.314 0.000 -0.277 0.000 0.000 0.000 -0.299 -0.299 -0.333 -0.333 -0.303 -0.303 -0.302 -0.006 0.000 0.000 0.314 0.600 -0.251 -0.251 0.145 -0.323 0.000 0.000 0.000 0.000 0.321 0.321 -0.682 -0.682 0.000 0.000 6.9694015 6.8934520 2.2689733 1.2689733 8.6769373 7.2839116 10.0541417 8.1652939 10.7826892 4.6147393 7.4977800 2.6839883 -1.3161688 11.2804218 NA 11.0944505 7.3948056 9.8867352 10.4769480 14.7342942 13.2607787 10.5085602 11.0177135 NA 9.0093046 -0.3159892 5.1434302 8.3133556 10.4003856 NA NA 12.6259637 7.4848994 10.0143559 2.8539158 10.8463904 9.2337838 10.331008 12.543534 10.469043 1.005903 6.370499 8.283912 10.803264 10.238588 8.065542 9.705673 4.706365 9.712506 10.415318 14.109903 13.849142 12.042376 4.893454 9.730441 8.974018 13.289826 10.209030 4.972541 11.054477 10.738943 11.087011 10.762817 4.813284 13.772714 8.437216 2.683988 10.684351 11.9518099 11.5015824 2.2689733 8.7460453 11.1036960 11.5746434 12.5929536 8.3861716 10.1388381 8.6952262 11.0204917 9.0327274 13.2473146 8.6712633 4.7063648 11.1635268 5.2839107 4.2987096 8.5263494 13.4276765 1.4913400 4.5419794 11.2253378 8.6117769 9.3704995 9.7654825 7.1637795 7.6755210 3.6381897 -0.3159892 9.2055995 -0.3159892 4.5419794 5.0590394 -0.3159892 8.8016421 5.2075610 10.9431539 13.2193960 9.0687828 10.8769083 11.0872775 6.8885704 -0.3159892 -0.3159892 9.1186273 8.0503216 7.0282951 6.5543632 11.6329138 4.4913529 5.4784153 9.3124446 12.5295872 10.5746434 7.9900608 NA 7.9007449 9.3475928 8.4897428 6.9923379 10.9737299 TCGA-33-AASD 83 1 3376 NA lung stage ia t1 n0 mx male 2001 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 84 1950 r0 black or african american not hispanic or latino NA NA 3 3 3 2 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8209517 NA NA 7.3467823 -1.1571418 -1.1571418 5.4971621 -0.1569810 1.4279279 9.7685107 NA 9.7202405 5.5844244 2.6503050 -0.1569810 NA NA 1.6295665 NA 5.4868109 11.2417000 11.1794628 1.8429386 9.7677688 -0.1569810 11.3701889 NA NA NA NA 7.4128120 4.2692202 14.9544158 10.4750427 11.8065749 11.9717562 3.7009390 NA 11.2689589 0.4279279 9.8902711 -1.1571418 NA NA 11.3757432 3.5643294 10.1872522 12.4304209 13.0321631 9.1475471 3.3023922 -1.1571418 9.5700259 -1.1571418 -1.1571418 9.6275912 -1.1571418 10.6136201 NA 6.1828055 6.1283594 -0.1569810 NA NA 6.0426290 NA NA 9.7633092 4.7736957 NA 2.4279279 9.5810486 7.6068656 -1.1571418 -0.1569810 -1.1571418 -0.1569810 NA 8.1805780 2.9304157 5.5153813 1.2242255 2.6159000 0.4236800 0.4184800 1.3582000 3.2376000 -0.0186710 -0.0062286 -0.3734700 -0.5440100 0.8174700 0.4650200 2.6091000 0.9363000 -0.5050500 0.8944700 0.4797600 -0.0123000 -0.0023943 0.5450600 1.4201000 0.7867800 -0.0013858 0.3808900 1.3992000 0.4763200 0.4710100 0.4902700 0.4902700 0.4945900 -0.1540000 0.0025897 -0.0016629 0.4361400 0.2961200 0.4097800 -0.5191800 -0.5191800 -0.5191800 1.3369000 -0.5222500 0.4718700 0.4599000 0.4517300 -0.5171200 -0.5312500 -0.4484600 -0.0545550 0.4650200 -0.0812060 -0.5279700 -0.5152700 -1.2929000 -0.5050500 -0.5050500 -0.5120800 -0.5120800 -0.5128000 -0.0557690 0.8944700 0.8944700 -0.0059522 0.0067939 0.0255310 -0.4697200 0.3706800 -0.4813400 0.0259520 0.4819900 -0.4908800 -0.4908800 -0.0197260 -0.5205600 -0.4768100 0.4710100 -0.0738770 0.0102850 0.4852700 1.3086000 1.2540000 -0.1540000 -0.1540000 -0.512 -0.512 0.000 0.894 0.480 0.000 0.000 0.536 -0.481 0.000 0.452 0.438 0.000 0.440 -0.067 0.000 0.476 0.000 0.398 0.490 0.490 0.000 0.485 0.429 0.429 0.818 1.337 -0.516 0.000 0.000 -0.482 -0.453 -0.453 0.459 0.459 -0.057 0.450 -0.505 -0.505 -0.154 -0.154 -0.512 -0.512 0.000 0.894 0.480 0.000 0.000 0.536 -0.481 0.000 0.452 0.438 0.000 0.440 -0.067 0.000 0.476 0.000 0.398 0.490 0.490 0.000 0.485 0.429 0.429 0.818 1.337 -0.516 0.000 0.000 -0.482 -0.453 -0.453 0.459 0.459 -0.057 0.450 -0.505 -0.505 -0.154 -0.154 9.3994623 8.3428023 -1.1571418 4.5153845 6.9197715 9.7971526 11.3611177 9.1557146 10.8457713 1.4279279 6.6243159 NA NA 11.3310475 0.8429386 12.1859004 7.4203847 9.2576415 11.0467845 13.9333582 0.8429386 10.7909584 11.7543483 -0.1569810 9.4813922 NA 13.0775492 9.6020121 9.8195133 -0.8352137 2.3023775 15.3567764 7.9330686 9.7423131 2.9304157 10.5451290 9.8859835 10.371899 13.201058 10.845771 -1.157142 6.791323 9.900948 10.521996 8.725599 8.579358 11.325512 5.713322 11.512484 7.550315 14.250324 14.221251 12.197619 3.887350 10.861852 8.399463 14.131282 10.756220 6.130391 12.430421 10.223417 10.574700 10.277585 7.808740 13.278860 11.290556 -1.157142 11.420149 11.7358785 11.5182518 NA 8.6503111 10.8209517 11.4274491 14.1092282 9.9760985 8.7116553 8.6695048 10.1294390 8.9462440 12.9889680 1.4279279 5.7133219 10.9373639 8.8401359 3.3665181 5.7255994 13.9217326 0.4279279 5.7255994 11.1211153 8.3782316 9.8180878 10.4750427 7.4090107 3.0908873 3.9304157 3.7971479 9.6284087 1.6503050 5.6243173 7.8900800 -0.1569810 9.5011678 3.0128726 10.1872522 12.8287093 11.0025123 10.8105428 10.9885701 3.3023922 0.4279279 8.8330602 10.0837476 10.0327808 9.0536275 9.6275912 10.9053398 9.1558393 5.7498480 10.6136201 12.3381867 10.3975451 7.8982386 6.3348096 -0.1569810 10.1712721 9.8065749 7.8202364 10.3811452 TCGA-33-AASI 65 1 1344 NA lung stage iib t2 n1 mx female 2008 NA yes 90 lung squamous cell carcinoma- not otherwise specified (nos) 60 NA rx black or african american not hispanic or latino NA NA 1 1 1 1 3 3 1 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7779227 NA NA 7.2807364 NA 3.5582676 2.5582676 NA 3.8801957 1.5582676 -0.7636605 5.9778088 4.1905358 3.4062645 0.2363395 NA 0.2363395 0.2363395 0.2363395 8.2475692 10.8693372 6.3962126 2.9367793 8.4675632 NA 10.6457329 -0.7636605 NA NA NA 7.4937298 0.2363395 15.4597936 10.5007845 11.6473232 12.3287688 2.9367793 NA 10.6829084 0.8213020 7.9266192 2.6957712 NA NA 10.9454387 3.4842671 8.6157205 11.8491552 9.8738726 9.0547004 3.6957712 NA 8.8528909 NA 0.8213020 11.0751519 5.3238060 9.5389810 NA 7.3290994 5.0943248 2.8213020 NA 0.8213020 5.3860901 NA NA 8.8436724 4.5582676 NA NA 11.6678396 NA 4.7599015 -0.7636605 0.2363395 0.8213020 NA 7.5850699 NA 6.8510519 3.7599015 0.3871700 0.0000000 0.0000000 0.7300000 0.1685000 0.1532300 0.1520200 0.5475300 -0.0305400 0.2160600 0.1175600 0.2262300 0.2262300 -0.4183800 0.0325630 0.2931000 0.0781170 -0.3845900 0.1793500 0.7012000 1.9768000 0.1393900 0.1483100 0.1483100 0.1159400 0.1096400 0.1496500 0.1166800 0.0656560 -0.1699300 -0.4188200 -0.4309000 0.0000000 0.0000000 0.0000000 0.1658000 -0.4232000 -0.4232000 0.1683200 -0.4264000 0.1685000 0.1685000 -0.4124500 -0.4083800 -0.4184900 0.5565500 -0.4199500 -0.3635200 0.1175600 -0.4237500 -0.4186000 -0.9063900 -0.4183800 -0.4183800 0.1410200 0.1410200 0.1533800 -0.4216300 0.0325630 0.0325630 -0.0053992 -0.3845900 -0.3845900 0.1653800 -0.1305700 -0.1318600 -0.4399400 -0.1074900 0.1041000 -0.4371300 0.1393900 -0.4057300 -0.4404800 -0.4546900 -0.3966400 -0.4279500 0.0678050 0.1524800 0.1524800 0.1524800 -0.1699300 0.141 0.141 -0.418 0.000 0.000 0.000 -0.385 0.170 -0.132 -0.440 -0.107 0.000 0.000 0.148 -0.257 -0.331 0.110 -0.419 0.132 0.150 0.150 -0.428 0.000 0.000 0.000 -0.248 0.175 -0.383 -0.215 0.168 -0.418 0.453 -0.367 0.118 0.118 -0.164 0.226 -0.418 -0.418 0.152 -0.017 0.141 0.141 -0.418 0.000 0.000 0.000 -0.385 0.170 -0.132 -0.440 -0.107 0.000 0.000 0.148 -0.257 -0.331 0.110 -0.419 0.132 0.150 0.150 -0.428 0.000 0.000 0.000 -0.248 0.175 -0.383 -0.215 0.168 -0.418 0.453 -0.367 0.118 0.118 -0.164 0.226 -0.418 -0.418 0.152 -0.017 6.5761926 7.3552833 1.2363395 5.4651615 5.8510519 6.9367816 10.9083252 6.6184898 10.8255250 1.2363395 6.7832366 1.8213020 NA 10.8099891 0.2363395 10.2766317 4.2807337 9.9887226 10.8496849 14.0409772 4.7909284 11.0424888 10.6334818 -0.7636605 10.1462350 NA 4.1432301 8.2419665 9.8574598 NA -0.7636605 13.6031423 7.5850699 9.3487815 4.2807337 7.6916689 8.6978214 10.038050 13.139282 9.827864 NA 8.034003 7.862051 12.256106 9.850132 8.081832 10.619506 6.155205 10.408751 11.799300 11.028726 14.562104 12.986316 5.386090 10.477133 5.908767 13.529095 11.219692 3.896834 11.849155 9.773560 9.754011 10.566138 5.922842 14.340435 10.954018 1.821302 10.406267 12.2282181 10.8455207 NA 7.8362549 10.7779227 11.1821515 13.2713936 10.2594033 9.6130535 9.2433692 10.0951000 10.0723923 14.9178549 3.8801957 6.1552048 10.6483825 7.6792851 6.2916238 9.0291323 11.9655379 NA 7.9574410 11.4506611 9.8473668 9.9853733 10.5007845 8.6113816 7.9878859 6.8510519 2.5582676 9.2821017 NA NA 8.0012134 0.2363395 8.2807360 6.5401234 8.6157205 13.1212756 10.0209769 10.2997370 10.6844583 3.6957712 NA 4.5938915 10.4445764 8.0565207 3.1432301 11.0751519 11.4774313 3.6957712 5.8801982 9.5389810 13.8051888 9.8783937 8.8399684 -0.7636605 6.9845347 10.9742864 8.7985846 6.7520421 11.0135973 TCGA-33-AASJ 60 1 3600 NA lung stage ib t2 n0 mx male 1999 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) NA 1983 r0 black or african american not hispanic or latino NA NA 5 2 3 1 2 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.47656143 NA -0.03919177 7.19448109 NA NA 3.60472371 -1.03919177 12.06250907 5.30071313 NA 4.96086382 6.38712642 0.96088234 -1.03919177 NA 0.54586955 0.49692247 NA 4.48442174 10.94563609 7.71240594 1.96084529 8.67682345 -0.03919177 11.71052157 NA -0.03919177 NA NA 6.30958913 NA 13.78382921 10.46716921 10.59521887 11.76014321 3.91506192 NA 11.86399028 0.54586955 8.90795780 NA NA NA 10.95182708 1.96084529 11.58634217 14.26395559 11.24221210 9.34480343 5.42029375 NA 10.24684176 NA -1.03919177 9.20878913 2.76822668 5.64736344 NA 8.39965348 3.42029375 -0.03919177 NA 0.54586955 4.71575063 -0.03919177 NA 8.81417131 5.56077303 NA -1.03919177 8.73400097 -1.03919177 2.13079911 NA -0.03919177 0.96088234 -1.03919177 7.18003047 NA 7.45271485 4.40678834 0.0181030 0.7134000 1.4136000 2.5149000 2.5498000 1.4236000 0.3280100 0.0258120 0.0258120 -0.4252700 0.0134720 -0.4046200 3.6569000 -0.3099100 -0.0159700 0.4420600 0.0000000 -0.0406160 0.0459910 0.4466400 -0.3752700 0.7423100 0.0367940 0.0367940 -0.0299940 -0.0299940 0.3369100 1.3404000 0.2153000 0.5994400 0.0089213 0.0181030 0.7305700 -0.9813200 -0.4664200 -0.4424300 -0.4383200 -0.4383200 -0.4459900 -0.4477100 -0.4239600 -0.4671600 -0.4248400 -0.4263700 -0.4434000 0.0258120 -0.0333410 0.0321400 0.0260920 0.0048579 -0.3110800 -0.3110800 -0.3110800 0.2886500 -0.0245240 -0.0103700 -0.4307200 -0.0599420 0.0099876 -0.0519350 -0.0282180 -0.0231550 -0.0231550 0.0942010 -0.3752700 -0.3752700 -0.2989800 -0.6420800 -0.4018500 0.6991500 0.8587800 -0.9562300 0.3403100 -0.0299940 0.0072217 0.0518140 0.1905600 -0.3796600 -0.3796600 -0.3796600 0.5131600 0.000 -0.431 0.000 0.000 0.371 0.000 0.000 0.000 -0.375 -0.637 -0.637 0.297 0.699 0.000 0.000 0.340 0.000 0.000 0.000 0.337 -0.040 0.000 0.215 0.666 0.000 0.000 0.000 -0.448 -0.448 0.997 -0.426 0.000 0.000 -0.425 0.000 0.000 0.000 0.308 0.308 -0.380 0.133 0.000 -0.431 0.000 0.000 0.371 0.000 0.000 0.000 -0.375 -0.637 -0.637 0.297 0.699 0.000 0.000 0.340 0.000 0.000 0.000 0.337 -0.040 0.000 0.215 0.666 0.000 0.000 0.000 -0.448 -0.448 0.997 -0.426 0.000 0.000 -0.425 0.000 0.000 0.000 0.308 0.308 -0.380 0.133 8.73564876 8.08498267 NA 9.44467742 3.60472371 9.51353062 11.20135481 7.65782933 10.29904084 1.96084529 7.06414994 -1.03919177 -1.03919177 12.04782712 NA 11.66281780 6.53828983 9.11441362 10.85925515 14.97520905 1.28279562 10.78860122 11.80615563 NA 7.92952828 -0.03919177 2.13079911 9.08498294 9.90848389 NA -1.03919177 15.15934674 8.79375155 8.98322935 1.54582014 11.09336131 9.29625205 9.537346 12.345510 9.789792 NA 9.221781 9.198071 11.800853 8.722413 8.503893 9.437608 8.719085 9.022908 9.372373 12.693029 14.793603 11.155618 4.090142 10.442157 7.972089 13.000295 10.825435 5.690277 14.263956 9.934559 8.551449 9.930967 7.503893 13.880352 12.973486 5.208790 9.695571 10.99152872 8.15561871 -0.03919177 8.38712642 11.47656143 10.31345686 14.87515166 9.80321202 9.88790615 9.12953366 9.76336991 10.52834236 12.72116572 12.06250907 8.71908485 10.54206222 7.54582400 3.48442174 7.93527645 11.10838456 NA 5.51545070 12.21130809 8.10806649 8.36600304 10.46716921 8.32936806 5.18968226 5.26464151 2.54582014 8.30515750 -1.03919177 2.13079911 7.84044498 NA 9.21470913 7.91796336 11.58634217 13.66157224 10.98253567 10.27090627 11.57741046 5.42029375 0.96088234 -0.03919177 8.22998824 8.57557139 3.13078264 9.20878913 11.62085749 4.17031768 7.19926598 5.64736344 13.35833571 10.91433056 7.42846738 5.22764867 8.21352712 8.96966827 9.99634807 7.41207270 9.98807653 TCGA-33-AASL 57 1 826 NA lung stage ia t1 n0 mx female 2000 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 black or african american not hispanic or latino NA NA 5 3 NA NA 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6560966 NA 1.3095837 8.3567068 3.8945462 NA 4.3970431 NA 3.8945462 5.1675627 -0.6903581 5.7189726 8.5996016 3.0100279 NA -0.6903581 2.7690100 2.2048919 0.3095255 5.9389397 11.0069849 9.5226871 2.1169303 8.1799474 -0.6903581 10.8029380 0.8945268 5.3970465 NA 0.8945268 5.1169386 0.8945268 15.3472783 12.1702819 11.2564892 10.7431683 4.9534375 NA 11.8375485 3.3095837 7.8661656 4.3095837 1.8945268 NA 11.2164059 3.7114839 10.8419388 13.4189222 10.5652017 9.6893079 2.7690100 -0.6903581 9.8832301 3.3970499 2.7690100 7.0100223 4.3539796 10.8789638 4.3095837 8.0909429 7.0375030 NA -0.6903581 2.7690100 4.8641713 6.2284455 NA 9.5515660 6.2868627 -0.6903581 NA 10.5909335 -0.4154223 3.6315118 0.3095255 9.0233818 NA NA 6.8794387 NA 3.0100279 1.3095837 0.4490100 0.0013868 -0.0066432 0.9602100 -0.0247980 0.0484040 0.0093098 0.0580810 0.0580810 0.4432500 0.4503700 0.0294660 0.3159400 -0.4106900 0.0242680 0.0428740 0.0204830 -0.4130000 -0.4001900 0.0445740 0.0468420 0.0649400 0.0742650 -0.3819000 0.0200630 0.0200630 -0.0219210 -0.0219210 -0.3919600 -0.1118200 -0.4101400 -0.4146900 0.0255310 -0.3753800 0.0000000 -0.8906600 -0.4164100 -0.4164100 0.6017800 -0.4123400 -0.3753800 -0.3753800 -0.3963000 0.0160060 0.0182430 -0.3619300 -0.4167400 0.4481600 0.5341500 -0.4087100 -0.4068300 -0.8806200 -0.4106900 -0.0065050 0.0252500 0.0252500 -0.6262700 0.0242680 -0.4103600 -0.4024100 -0.4166300 0.0171070 0.0015255 -0.4001900 -0.3909600 -0.9991700 -0.3947500 -0.3938600 -0.3964200 0.0465370 0.0649400 -0.4011900 -0.4215600 0.0287630 -0.4000800 -0.4000800 0.0632230 -0.0940640 -0.1216100 -0.1163900 -0.1118200 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.394 -0.394 -0.396 0.000 0.000 -0.401 0.000 0.000 -0.404 0.000 0.000 0.000 -0.400 0.000 0.000 0.000 -0.116 0.444 -0.375 -0.375 0.000 0.000 -0.362 -0.362 0.018 0.433 -0.409 0.000 -0.411 -0.411 -0.122 -0.122 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.394 -0.394 -0.396 0.000 0.000 -0.401 0.000 0.000 -0.404 0.000 0.000 0.000 -0.400 0.000 0.000 0.000 -0.116 0.444 -0.375 -0.375 0.000 0.000 -0.362 -0.362 0.018 0.433 -0.409 0.000 -0.411 -0.411 -0.122 -0.122 8.3263913 7.5575104 0.3095255 6.5479880 7.2637790 9.2462209 10.9118178 7.1983262 9.2652327 3.4795022 6.9677946 NA NA 11.1983262 2.3095837 11.1644513 7.7690146 9.0827220 10.6912772 14.3920231 5.1169386 10.1039988 10.9802391 NA 9.4089307 -0.6903581 3.1169303 8.6627296 10.3179975 -0.2154123 3.0100279 15.1581080 8.7669638 7.7893634 3.3970499 11.8732559 8.5117068 10.488870 12.429173 10.246221 1.309584 9.558696 9.570502 11.515987 9.210450 8.903907 10.633201 5.649432 10.295382 8.103999 11.779988 14.151393 11.458695 6.856478 9.854547 7.868004 13.384059 10.814402 5.454242 13.418922 10.231424 9.475746 10.372304 5.037505 13.723020 13.588686 3.557508 10.379704 11.6583111 11.0268309 2.4795151 9.7944058 10.6560966 10.6851654 14.1716366 8.1891663 8.8563810 9.4272261 11.1076375 9.2579502 14.1909359 3.8945462 5.6494315 10.0991166 7.5763695 5.2403220 7.7690146 11.1301608 NA 6.6315103 11.4904245 8.1891663 6.5479880 12.1702819 8.4049797 5.5384016 6.0100234 2.4795151 8.7274355 -0.6903581 3.3095837 5.6133637 -0.6903581 9.7525263 7.6360126 10.8419388 14.7999324 9.6649340 11.5637258 11.4548783 2.7690100 2.1169303 7.3648657 8.8153945 9.9516346 4.6671371 7.0100223 11.1325520 7.3594316 7.5432028 10.8789638 12.4840405 10.7163194 7.0909423 8.7525265 9.0893022 9.8883140 8.8964226 7.0843705 10.0909426 TCGA-34-2596 70 1 80 NA lung stage iib t2 n1 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 white not hispanic or latino 2 2 5 NA 1 6 2 2 4 1 NA NA 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 4 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 7 7.248064e-06 2.878418e-06 11.0738255033557 33.5570469798658 23.489932885906 5.70469798657718 26.1744966442953 NA 11.57682618 NA NA 9.53525807 NA 2.99750920 6.26933056 2.12303707 10.48535024 7.68782566 -1.46195855 9.17470327 6.23851748 8.41459561 1.12307019 1.70801061 0.53804145 1.53809113 1.99750920 7.42986197 11.67938751 11.39002280 8.12116153 8.19271446 4.02992988 10.67794968 3.18192944 5.26599940 NA 5.74753241 6.94322043 2.62555105 13.33080587 10.20784955 11.55732182 11.50332180 6.51535923 1.86000929 12.60290556 2.86000929 9.17522867 4.12303707 -0.46195855 NA 11.14844372 3.58378382 11.68114290 13.85837499 12.08569615 9.77851809 5.06164229 2.34542476 10.43441097 -0.46195855 3.44497179 9.30874243 5.33249312 10.31368892 4.89563223 9.39450407 7.93254135 4.34543186 -0.46195855 1.12307019 6.51535923 0.53804145 1.12307019 9.07723739 6.40226512 -0.46195855 -1.46195855 8.84300020 0.06419306 5.10793471 2.32466661 3.06163797 1.99750920 3.29297311 9.47545236 -0.46195855 7.01381172 1.41581274 0.715280 1.300100 0.683840 3.079200 1.206500 0.829020 0.704950 -0.262420 -0.188730 0.705880 0.705750 0.719230 0.000000 -0.194500 -0.281470 0.662530 0.662530 -0.199370 -0.226380 -0.226380 0.622600 0.597460 0.667340 0.667340 0.506020 0.506020 0.740810 0.640110 0.624240 0.140840 -0.277740 -0.200250 0.661240 -0.037468 0.625700 -0.237870 -0.222930 -0.222930 1.488500 0.012097 -0.201050 -0.188860 -0.188860 -0.217260 -0.217260 -0.262420 -0.221490 0.705750 -0.015466 -0.219970 -0.194500 -0.194500 -0.194500 0.690360 -0.235570 -0.235570 -0.678020 -0.019452 -0.200700 -0.229640 0.662530 -0.189990 -0.189990 -0.214910 0.645980 0.659770 -0.247990 -0.239240 0.611850 0.611850 0.597460 0.665490 0.506020 0.399110 -0.200120 0.218060 0.133020 1.398300 0.151440 0.151440 0.151440 -0.236 -0.236 0.000 -0.153 0.663 0.663 -0.190 -0.226 0.623 -0.248 -0.248 0.612 0.612 0.667 0.667 0.506 0.506 -0.200 0.425 0.741 0.640 0.218 0.133 0.661 0.661 -0.223 2.183 0.570 0.381 0.705 0.488 -0.193 -0.193 0.706 0.706 -0.220 0.000 -0.194 0.496 0.151 0.151 -0.236 -0.236 0.000 -0.153 0.663 0.663 -0.190 -0.226 0.623 -0.248 -0.248 0.612 0.612 0.667 0.667 0.506 0.506 -0.200 0.425 0.741 0.640 0.218 0.133 0.661 0.661 -0.223 2.183 0.570 0.381 0.705 0.488 -0.193 -0.193 0.706 0.706 -0.220 0.000 -0.194 0.496 0.151 0.151 9.5666753 9.1050840 2.1230371 5.7572473 5.4328960 10.2929661 10.4599196 9.0640497 9.5953934 0.8599695 5.8509619 0.1230040 NA 12.0340585 1.9975092 11.2021547 7.0016030 9.3316819 11.4932218 14.4705933 6.0056852 10.3426130 10.5903070 0.8599695 8.0714082 -1.4619585 7.7352954 8.5960705 9.6524716 2.3577490 5.7668972 14.6237378 7.9109437 10.6708996 6.7377503 10.7511828 8.6673617 10.006703 11.728521 10.287529 2.238512 9.652472 8.206964 11.136364 10.255755 8.617563 9.746923 9.204303 12.618977 8.053778 12.479860 14.046895 12.594039 8.194503 11.242847 9.040911 12.634629 11.545106 5.182514 13.858375 12.163787 10.468446 10.235481 7.380429 13.627263 12.912507 2.123037 10.887636 11.5863952 11.9402913 3.7860108 9.6602594 11.5768262 11.2702460 14.4598940 10.1370616 10.2745186 8.1801305 10.1660684 9.3614458 14.7777890 10.4853502 9.2043026 11.3917780 8.1211615 6.7907447 9.4827906 12.5295119 1.1230702 8.3357400 10.9569853 9.2651481 8.2574675 10.2078495 7.4419606 7.7499666 7.5465071 5.6361112 9.6840108 3.2385117 8.0359307 8.7584571 -0.4619585 8.9400246 4.0926641 11.6811429 12.8050847 10.6944778 10.9193512 11.6369332 5.0616423 2.1230371 2.6255511 10.7023570 10.7469226 6.4747167 9.3087424 11.9673546 10.2100619 6.1891307 10.3136889 12.0047924 10.1660684 9.5920045 5.5380787 5.8327002 8.7356024 10.0133054 7.2727884 10.0269230 TCGA-34-2600 76 1 1874 NA lung stage ia t1 n0 m0 female 2000 1854 no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white not hispanic or latino 1 1 5 NA NA NA 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 1.553652e-05 4.126888e-06 9.45709281961471 56.3922942206655 15.9369527145359 5.42907180385289 12.784588441331 NA 11.8422887 NA 0.7090259 8.7146106 2.1684174 1.2939590 4.6158753 0.2939590 10.0921502 4.4903455 NA 5.9943874 8.2826330 6.8279270 NA 3.4094317 2.4094181 1.4850661 NA 6.2788416 12.0602012 6.1352517 5.7424078 8.0774924 1.2939590 13.7355526 NA 2.7964524 NA NA 3.9184435 2.1684174 12.6629686 10.2182661 12.6428609 12.1691858 2.2939590 -1.2908859 11.5652169 2.5163430 8.5035316 1.0309010 -1.2908859 2.1684174 11.4175051 2.7964524 10.0133372 10.7720438 12.5909602 9.3618219 5.7089845 NA 9.9233050 1.7089818 0.7090259 10.6602706 3.2939443 10.5038079 -1.2908859 8.6470954 5.1519278 4.6158753 -1.2908859 1.8789215 5.4504525 1.2939590 -1.2908859 9.5155355 5.8988106 NA NA 11.3051756 0.8948372 2.1684174 2.0819531 3.1684174 0.2939590 0.2939590 7.2520173 1.5163178 7.7750749 1.8789215 0.6432300 0.1933000 0.1790500 2.5989000 -0.5666400 0.4536000 0.4536000 -0.0178030 0.0250870 -0.1409100 0.4269300 -0.2193500 -0.1066100 1.1460000 -0.5462300 0.0476940 0.0476940 -0.6070000 -0.5791000 -0.6025500 0.5935000 -0.5934000 0.0927500 0.0927500 0.7149000 0.7149000 1.4179000 2.2132000 0.6052100 0.0310140 -0.5667100 -0.5397600 0.1933000 0.1790500 0.1658000 -0.5996400 -0.5729900 -0.5729900 1.6624000 -0.5668400 -0.5722500 -0.5722500 -0.5722500 -0.5508700 -0.4472800 -0.0201380 0.0044601 0.4283900 0.4269300 -1.1083000 -1.2045000 -1.2045000 -1.2045000 -0.5803800 0.1200500 0.1200500 -0.0076854 -0.5608700 -0.5601100 -0.5597900 0.0511030 0.0035721 0.0035721 -0.7270300 -0.5800900 -0.5800900 -0.0460410 0.0461330 -0.5952200 -0.5952200 -0.5934000 0.9926000 0.3077700 -0.1255100 0.0119580 0.9680200 0.1596800 -1.2048000 0.8367900 -0.2160200 -0.2156500 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.574 -0.603 -0.580 0.000 0.000 -0.595 -0.595 0.000 0.000 0.308 0.715 -0.529 0.671 0.826 -0.592 0.000 0.175 0.193 0.193 -0.606 1.937 -0.567 -0.567 0.006 -0.447 0.000 0.000 0.000 0.427 -0.134 0.000 -0.014 0.640 0.000 -0.209 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.574 -0.603 -0.580 0.000 0.000 -0.595 -0.595 0.000 0.000 0.308 0.715 -0.529 0.671 0.826 -0.592 0.000 0.175 0.193 0.193 -0.606 1.937 -0.567 -0.567 0.006 -0.447 0.000 0.000 0.000 0.427 -0.134 0.000 -0.014 0.640 0.000 -0.209 5.9086592 7.9305730 0.7090259 8.4094257 7.8305196 10.0615811 11.0604773 10.1264218 8.9675519 2.2939590 6.6573528 0.2939590 NA 11.2702738 -1.2908859 11.5083525 6.6038044 10.2602135 11.6356951 14.7299658 4.7089873 10.0736678 11.0853826 5.1572257 12.2347514 -1.2908859 2.5163430 8.8096482 9.7642616 -0.1405075 5.3814114 16.3796283 7.7313537 7.9710808 1.0309010 10.3232356 8.1663670 10.090529 12.109065 10.528367 1.030901 11.356444 8.363622 12.710306 11.202591 8.648565 9.632313 9.247175 11.334676 11.185985 10.548583 14.037415 12.605224 4.937806 10.974894 9.253950 13.292127 10.886094 4.406094 10.772044 13.108531 9.568521 11.092960 7.473858 14.192218 11.312844 4.263575 10.440729 11.1199671 10.5762647 1.5163178 9.3609344 11.8422887 11.0516162 14.1187719 9.9220902 8.5034016 8.9521600 9.3849430 9.1342017 13.6280820 10.0921502 9.2471749 11.6441510 7.4334995 4.5669673 7.1477778 10.9740149 NA 6.9616511 11.1446561 10.0104821 8.7817885 10.2182661 10.0670876 5.0665370 4.0665370 6.0309143 10.5720106 4.2008417 0.2939590 7.6631823 -0.2910624 9.3546443 6.5977293 10.0133372 12.3902243 10.6624548 11.1917938 11.2303410 5.7089845 5.7642692 8.7601950 9.5387087 8.8663328 3.7533799 10.6602706 10.7005078 4.0665370 6.5227667 10.5038079 12.4074735 10.1268384 7.6397234 5.3528433 9.1684174 9.5253617 9.8057010 8.6934044 11.5251696 TCGA-34-2604 81 1 958 NA lung stage ib t2 n0 m0 female 1999 958 no NA lung squamous cell carcinoma- not otherwise specified (nos) 132 1933 r0 white not hispanic or latino 3 3 2 NA 1 6 NA NA 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0293250 0.4032700 0.0000000 1.0834000 -0.0931320 0.2562100 0.2562100 -0.0907580 -0.0907580 0.0031910 0.0595080 0.4418900 0.8235300 -0.1540000 0.0165650 -0.1916200 -0.1478500 -0.1763900 -0.1914900 -0.1914900 0.1124200 0.2257600 0.2084000 -0.1531100 0.2003000 0.2273100 0.0362290 0.2288800 -0.0020784 0.5292300 0.0293250 0.0293250 0.3751800 0.0000000 0.0000000 -0.1981200 -0.1981200 -0.1981200 0.2516800 -0.0931320 -0.0327230 -0.2560600 -0.2560600 -0.1872200 -0.1825700 -0.1685300 -0.1903600 0.0031910 0.0390540 -0.4423200 -0.1456700 -0.6353800 -0.1540000 -0.1540000 0.0222480 0.0222480 0.0312600 0.0302400 0.0165650 0.0016642 0.2668700 -0.1958700 -0.1806400 -0.1914900 -0.4343100 -0.4343100 0.1896100 -0.2054800 -0.2244100 -0.2244100 0.2257600 -0.1531100 -0.2171300 0.2273100 -0.1918700 -0.1918700 -0.0020784 -0.0204120 -0.0204120 -0.0150540 -0.0150540 0.000 0.000 0.000 0.000 -0.158 -0.158 -0.176 -0.191 0.000 0.201 -0.004 -0.224 0.001 0.208 0.055 -0.017 0.200 0.000 0.000 0.000 0.195 -0.192 0.000 0.397 0.397 -0.198 0.054 0.000 0.000 0.074 -0.183 -0.190 -0.190 0.000 0.000 0.000 0.000 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 -0.176 -0.191 0.000 0.201 -0.004 -0.224 0.001 0.208 0.055 -0.017 0.200 0.000 0.000 0.000 0.195 -0.192 0.000 0.397 0.397 -0.198 0.054 0.000 0.000 0.074 -0.183 -0.190 -0.190 0.000 0.000 0.000 0.000 -0.154 -0.154 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-34-2605 76 1 881 NA lung stage iiib t4 n1 m0 male 2006 881 no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1946 r0 white not hispanic or latino 2 2 5 NA 1 2 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.216830 3.656900 1.116900 2.883100 0.189950 0.467420 0.508460 2.349700 1.258300 0.685330 0.685330 0.204680 0.360680 -0.399410 -0.234470 1.550700 0.206840 -0.129010 -0.254550 -0.232630 0.461410 -0.017115 0.099144 0.099144 0.130220 1.688200 0.280110 0.280110 0.374790 0.740430 -0.224040 -0.254580 0.084351 0.293600 -0.188580 -0.260350 -0.260350 -0.260350 0.963700 -0.573780 -0.508980 -0.508980 -0.570410 -0.415530 -0.386720 0.023568 0.091736 0.685330 0.667890 -0.142840 -0.399410 -0.399410 -0.399410 -0.021488 -0.218130 -0.218130 -0.199390 -0.187470 -0.235660 -0.240940 0.118140 -0.163570 -0.170330 -0.254550 0.482340 0.482340 0.120050 0.097716 -0.036440 -0.036440 -0.017115 -0.117820 0.130220 -0.054823 0.440200 -0.326270 0.374790 -0.444580 -0.483490 -0.406280 0.740430 -0.218 -0.218 -0.215 -0.215 1.281 1.281 -0.170 -0.233 0.461 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 -0.224 -0.064 0.280 0.280 0.409 0.375 0.294 0.294 -0.260 0.000 -0.509 -0.509 -0.387 -0.387 0.000 0.000 0.685 0.685 0.218 0.329 -0.375 0.000 -0.406 -0.166 -0.218 -0.218 -0.215 -0.215 1.281 1.281 -0.170 -0.233 0.461 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 -0.224 -0.064 0.280 0.280 0.409 0.375 0.294 0.294 -0.260 0.000 -0.509 -0.509 -0.387 -0.387 0.000 0.000 0.685 0.685 0.218 0.329 -0.375 0.000 -0.406 -0.166 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-34-2608 84 1 1000 NA lung stage ib t2 n0 m0 male 1999 994 no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 white not hispanic or latino 3 3 2 NA 1 1 4 1 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 4.543045e-06 1.733986e-06 13.7362637362637 28.021978021978 32.4175824175824 4.94505494505495 20.8791208791209 NA 11.0690791 0.8475159 1.1104969 7.5672229 5.9006036 4.0801545 5.8909233 1.6955039 10.1846680 8.4203818 1.5255678 12.6660742 8.9486800 6.4143064 1.8474758 NA 0.5255678 2.5255678 -1.4743320 8.6612732 11.1252444 9.1935626 5.5028429 8.8407134 3.3329227 10.7923505 3.7734900 4.0174142 NA 6.6753107 8.3943864 3.1694280 14.7549249 10.0407710 10.9757442 11.7218587 7.8155831 NA 10.8175979 2.6954817 10.5029297 5.5255647 NA 3.1105303 10.1439449 5.3744379 11.0239146 12.4985590 10.4286926 10.6326895 5.4444285 -1.4743320 9.4051472 5.4082057 4.3329156 10.9022320 5.8016890 10.3477364 1.8474758 8.9060250 7.4651435 7.3489308 -0.4745324 -0.4745324 7.2636561 -0.4745324 -0.4745324 9.4112603 5.7734927 NA NA 10.7004897 NA 5.4797609 3.5255678 5.0333569 1.6955039 6.5754122 10.0656920 -0.4745324 6.9221693 3.3063935 0.20488000 0.05409100 -0.00341230 0.49493000 -0.01532900 0.55806000 0.56028000 -0.09960400 -0.09960400 0.06381400 0.08031200 0.00346870 0.00083195 -0.11325000 0.00624810 0.00750000 0.00750000 -0.21528000 0.01070300 0.01070300 0.03552400 0.00889200 -0.10513000 -0.10513000 0.13598000 0.14102000 0.19969000 0.17860000 0.14533000 0.00000000 -0.16383000 -0.16383000 0.05409100 -0.00341230 -0.02589300 -0.24092000 -0.24092000 -0.23875000 0.49493000 -0.01532900 -0.01532900 -0.01532900 -0.10859000 -0.23300000 -0.23300000 -0.07946900 -0.14631000 0.08031200 0.05725600 0.00346870 -0.12213000 -0.11325000 -0.11325000 -0.11325000 -0.02123500 -0.02123500 -0.02123500 0.00624810 0.00624810 0.00624810 0.00750000 -0.21528000 -0.21528000 0.01070300 0.03552400 0.03552400 -0.00289250 0.02693500 -0.28881000 0.00889200 0.00889200 -0.11168000 -0.26071000 0.14102000 -0.09247800 -0.12095000 0.14533000 -0.01077000 0.00000000 0.00000000 0.00000000 0.000 0.000 0.000 0.000 0.000 0.000 -0.215 0.000 0.000 0.000 0.000 -0.289 0.000 -0.105 -0.105 -0.261 0.141 0.041 0.205 0.179 0.179 -0.121 0.145 0.000 0.000 -0.241 0.254 0.000 0.000 0.558 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.215 0.000 0.000 0.000 0.000 -0.289 0.000 -0.105 -0.105 -0.261 0.141 0.041 0.205 0.179 0.179 -0.121 0.145 0.000 0.000 -0.241 0.254 0.000 0.000 0.558 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 -0.113 0.000 0.000 9.0023101 7.6879551 2.2260152 6.6803820 7.8676389 9.4804873 10.2547598 9.0608394 10.4268080 0.8475159 6.6753107 0.1104969 1.8474758 12.8559907 0.5255678 10.4815771 7.0053438 8.7864836 10.9440201 13.5408483 5.9601920 11.2802427 10.6835424 0.5255678 11.7344079 -1.4743320 9.3280802 9.2896063 9.4717392 6.2620328 3.1105303 15.0332502 7.4651435 10.1626416 6.6854356 10.7888332 9.4695439 9.641258 12.094114 10.369877 NA 8.021419 7.874292 11.765759 9.674676 7.064722 10.420760 6.580846 10.993419 8.853116 12.070528 13.643207 11.739276 9.267873 10.363980 9.048145 12.864161 10.922971 4.873936 12.498559 11.744884 10.531189 10.175718 7.009380 14.002376 10.823053 2.525568 10.095894 10.8877817 12.0751080 1.9849903 9.1439495 11.0690791 10.3441461 14.0742634 9.5794898 7.8896986 8.8201847 10.1553758 9.5596752 16.4328419 10.1846680 6.5808465 10.9860198 8.0782330 6.7876584 10.7723046 12.2266538 -1.4743320 9.2568830 10.4324545 9.9726471 10.1259415 10.0407710 8.1421127 9.1935626 7.3959291 8.1855598 9.1926755 -1.4743320 4.7734900 8.8063347 0.5255678 8.9539240 3.9178804 11.0239146 12.7735656 11.3930357 10.1152151 11.0005373 5.4444285 NA 0.5255678 12.4176324 10.2678734 6.3457423 10.9022320 11.3201829 9.7841300 4.1694200 10.3477364 12.3397458 10.4695438 9.9044007 NA 8.9570617 9.9372286 9.6353945 7.5534703 10.9333628 TCGA-34-2609 81 1 951 NA lung stage iib t2 n1 m0 male 2004 951 no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1941 r0 black or african american not hispanic or latino 1 3 4 NA 1 6 NA NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.0289010 -0.0447670 -0.0127130 0.2599600 0.6614800 0.9352800 1.0342000 0.2981900 0.2981900 0.1312300 0.5072400 3.6569000 0.7827300 -0.3506600 0.0000000 0.4833700 0.6706700 -0.0796090 -0.0092666 -0.0306770 0.5746900 3.6569000 -0.3418200 0.1926900 -0.1537500 0.1511400 0.0961380 1.4999000 0.1769400 0.9694600 -0.0289010 -0.0289010 -0.0008316 -0.0822690 -0.0288350 0.2535500 -0.6458200 -0.6458200 0.1514400 0.2359200 -0.3480200 0.0069435 0.0115390 -0.3311000 -0.3476700 0.2981900 0.4821500 0.5072400 0.3159600 -0.6563100 -0.3317800 -0.3273900 -0.3273900 -0.3364100 0.2551100 0.2551100 0.2162200 -0.0175290 0.0000000 0.0000000 0.1901000 0.2392300 -0.3299900 -0.0092666 0.5159400 0.5746900 -0.3678200 -0.1190000 -0.0245240 0.2426400 -0.0393940 0.0843780 -0.0683950 0.1511400 -0.0098185 -0.0238580 0.1550200 -0.5960500 -0.5924400 0.2016700 -0.5231700 0.255 0.255 0.000 0.000 0.483 0.211 -0.330 0.000 0.575 -0.119 -0.119 0.000 0.000 -0.149 0.193 0.000 0.151 0.000 0.000 0.000 0.173 0.000 0.155 0.000 0.000 0.254 0.254 0.236 0.236 0.313 -0.011 0.298 0.000 0.316 0.316 -0.494 0.162 -0.337 -0.337 -0.528 0.000 0.255 0.255 0.000 0.000 0.483 0.211 -0.330 0.000 0.575 -0.119 -0.119 0.000 0.000 -0.149 0.193 0.000 0.151 0.000 0.000 0.000 0.173 0.000 0.155 0.000 0.000 0.254 0.254 0.236 0.236 0.313 -0.011 0.298 0.000 0.316 0.316 -0.494 0.162 -0.337 -0.337 -0.528 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-34-5231 72 1 1984 NA lung stage ia t1 n0 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA NA white not hispanic or latino NA NA 5 1 3 2 3 2 2 3 2 2 0 0 0 5 0 0 0 4 4 0 0 7 0 0 0 0 6 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 7 4 5 0 0 0 0 0 0 4 0 0 0 0 0 5 4 5 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 5 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 1.910853e-05 6.034273e-06 12.0218579234973 23.6338797814208 29.6448087431694 7.37704918032787 27.3224043715847 NA 11.8054986 -2.0528949 3.3396363 7.4806529 NA 0.5322671 2.8053131 0.7547165 10.3580396 4.3735856 2.1952531 10.3166480 5.2141093 8.7030453 0.7547165 6.1809435 NA 3.3942397 2.3396505 7.5209706 12.1744879 7.3004697 8.1420800 8.5812266 0.7547165 10.1131724 NA -0.4677329 -1.0525957 0.2692726 8.6197486 -0.0527453 14.6259227 9.4922876 10.3248050 12.0925390 5.6408089 10.5977019 11.6322910 4.3223608 8.1615819 2.9473295 2.5911767 3.8053028 10.5796324 2.7048720 11.5365062 13.3350286 10.2041216 9.8436783 3.3735925 1.9473295 11.4718650 -2.0528949 3.4067543 11.0574803 4.5911767 11.4502793 3.7022143 10.5395467 4.9807474 4.8053028 -0.0527453 -1.0525957 6.0453556 5.5397792 NA 9.2949446 3.9696939 0.7547165 1.1172296 8.4331527 3.7088714 3.7802156 -2.0528949 1.7546738 1.5322671 3.2692576 8.6091015 2.0347792 8.1247427 2.7022143 0.42856000 0.39396000 0.01516800 3.65690000 -0.00055444 -0.42254000 -0.42254000 0.00368460 -0.37640000 0.58578000 0.58578000 2.83490000 0.15203000 -0.45576000 3.55770000 0.62533000 0.43750000 -0.43257000 0.01307400 0.01307400 0.39778000 0.34600000 0.42923000 3.65690000 0.33577000 0.33577000 0.50203000 0.44054000 0.30186000 -0.00429290 -0.45180000 -0.38873000 0.45003000 -0.52225000 -0.44577000 -0.41157000 -0.41893000 -0.41893000 0.03679400 -0.43572000 -0.00055444 0.01014600 0.01014600 -0.42254000 -0.42254000 0.00374650 -0.41575000 0.58578000 0.43086000 -0.60767000 -0.43561000 -0.45576000 -0.45576000 -0.45576000 -0.08938200 -0.08938200 0.00000000 -0.38369000 0.15741000 0.10139000 0.35561000 -0.44104000 -0.44104000 -0.02301800 0.43260000 0.39778000 -0.07534500 -0.39430000 0.34600000 0.34600000 0.34600000 -0.43799000 0.33577000 0.33577000 -0.42822000 0.31900000 0.31562000 -0.03993700 -0.03993700 -0.03993700 -0.00429290 0.000 0.000 -0.282 0.101 0.625 0.429 -0.433 0.000 0.398 0.000 -0.339 -0.177 0.346 0.429 -0.438 0.336 0.336 0.040 0.429 0.441 0.441 -0.458 0.316 0.379 0.000 -0.412 0.000 -0.428 0.000 -0.423 -0.423 0.000 0.000 0.586 0.586 0.591 0.591 -0.456 -0.456 0.000 0.000 0.000 0.000 -0.282 0.101 0.625 0.429 -0.433 0.000 0.398 0.000 -0.339 -0.177 0.346 0.429 -0.438 0.336 0.336 0.040 0.429 0.441 0.441 -0.458 0.316 0.379 0.000 -0.412 0.000 -0.428 0.000 -0.423 -0.423 0.000 0.000 0.586 0.586 0.591 0.591 -0.456 -0.456 0.000 0.000 9.9448557 8.2511041 -0.4677329 10.6193065 7.8253742 6.9529474 10.1770434 8.3136127 8.9274627 4.6197475 5.8602130 NA 4.0134087 12.0314673 -2.0528949 10.4760704 5.5911797 10.0695041 11.4136509 15.4951291 5.3223644 10.2155728 10.9183279 4.5723016 8.4718650 -1.0525957 1.6477750 8.3299474 10.7445734 3.1232523 1.2692726 14.1257936 8.2849453 9.9235294 6.3902670 10.3630650 9.1640692 10.277120 11.687842 10.434661 2.647752 10.644508 11.005146 10.970904 10.253955 8.263605 11.806276 8.278240 12.762940 7.777046 11.146382 13.902928 11.945120 6.176141 11.251247 7.501912 12.443303 10.576680 5.858774 13.335029 11.627133 9.727043 10.493012 7.388192 14.590566 12.705963 2.406754 12.571262 10.670771 10.781597 6.524752 10.533694 11.805499 10.653819 13.416519 10.249105 10.437532 8.538846 10.060089 10.748223 14.389457 10.358040 8.278240 11.983583 8.964131 5.767501 9.189902 12.019372 -2.052895 7.603748 11.575085 8.392338 8.692157 9.492288 8.555578 7.418999 6.550950 4.501910 9.384035 4.304876 6.008018 8.897150 NA 9.846680 1.854195 11.536506 13.316716 10.554654 10.423816 11.493494 3.373593 4.137151 3.232722 11.174187 9.904788 3.675240 11.057480 12.213085 5.478703 3.034779 11.450279 12.191761 9.906963 9.561573 2.470875 7.501912 9.056631 9.962390 8.099608 11.050775 TCGA-34-5232 75 0 NA 2471 lung stage iia t1 n1 m0 female 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA black or african american not hispanic or latino NA NA 2 4 2 3 1 1 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 5.444718e-06 2.323542e-06 21.2389380530973 25.2212389380531 24.3362831858407 8.84955752212389 20.353982300885 NA 11.4409890 NA 1.8173777 7.7535738 -0.2981405 1.4388783 4.2462333 -0.2981405 10.5926826 5.9307302 -1.8831030 7.9529998 5.4478668 5.6638427 1.2868811 NA 0.1168970 1.6825284 2.5763770 7.6047889 11.3004294 7.7112739 3.6715425 9.2248200 1.4388783 12.0870550 NA 5.7535724 NA 2.3648805 7.3529633 0.4388251 14.8038862 9.5140889 11.2410704 11.5945809 4.0711448 -0.8831030 11.5199612 5.1393180 9.0547864 4.2462333 NA -0.8831030 11.1753248 5.4207283 10.8780848 13.9210519 11.0266548 10.3339435 5.4023504 NA 10.3822711 NA 3.8448677 10.6125544 6.9965322 10.2407472 -0.2981405 8.5814947 6.6905959 3.9749331 -0.8831030 -0.8831030 6.0417621 0.1168970 NA 9.2248200 5.9243042 NA 0.7019482 10.9293271 -0.7324043 6.9146112 0.7019482 1.4388783 1.8173777 4.9873118 8.8966684 -0.2981405 6.5763800 4.4001280 0.00638710 0.00124810 0.00124810 1.65580000 -0.17179000 -0.00360110 -0.00360110 -0.07133800 -0.07133800 0.00083195 0.00083195 0.21729000 0.21951000 -0.10418000 0.36461000 -0.01140300 -0.02548300 -0.28798000 -0.01615400 -0.01615400 0.01195800 -0.06665400 0.00360760 0.00360760 0.00458000 0.00458000 0.01167900 0.01167900 0.01181800 -0.02466100 0.00638710 0.00638710 0.00124810 0.00124810 0.00124810 -0.29497000 -0.29497000 -0.29497000 -0.29497000 -0.17179000 -0.00512270 -0.00512270 -0.00512270 -0.00360110 -0.00360110 -0.29009000 -0.07133800 0.00083195 0.00083195 0.15412000 -0.10418000 -0.10418000 -0.10418000 -0.10418000 0.00000000 0.00000000 0.00000000 -0.28477000 -0.27977000 -0.29015000 -0.13017000 -0.28798000 -0.28798000 -0.01615400 0.01195800 0.01195800 0.02034300 0.00694350 -0.06665400 -0.06665400 -0.06665400 -0.00429290 0.00458000 0.00458000 0.00235810 0.00235810 0.01181800 -0.02497400 -0.02497400 -0.02497400 -0.02466100 0.000 0.000 -0.285 -0.285 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.050 0.345 -0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.217 0.217 -0.104 -0.104 0.000 0.000 0.000 0.000 -0.285 -0.285 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.050 0.345 -0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.217 0.217 -0.104 -0.104 0.000 0.000 8.738085 7.316622 3.760806 7.116949 8.159976 10.238159 10.511412 8.476699 10.096374 2.204422 6.990393 2.576377 0.116897 11.619905 1.701904 11.659623 6.775161 8.338536 10.912944 15.122442 5.943497 11.075139 11.549100 -0.883103 9.984614 NA 2.701904 10.238483 8.825128 4.661989 1.924290 15.865843 7.463463 9.135149 4.183042 11.586972 9.716862 10.359230 11.880576 10.056161 NA 9.896668 10.029090 11.082553 9.241717 7.688702 9.860942 6.620776 10.701186 9.452339 10.710574 13.859653 10.980748 9.082733 10.585828 8.607800 13.319188 10.801259 4.775730 13.921052 11.618040 10.504159 10.385491 7.416157 13.742222 12.035999 3.071145 10.734187 11.470923 10.423865 1.924290 10.019701 11.440989 10.797528 15.297576 8.739001 9.620512 8.769794 9.764408 9.723817 16.118236 10.592683 6.620776 11.270026 8.397720 6.855042 10.776053 11.262881 NA 9.106344 11.052298 9.243654 7.367248 9.514089 9.401773 9.172909 9.025342 5.517830 10.003408 -0.883103 1.116964 7.727974 2.116964 9.496328 5.246233 10.878085 13.558921 10.828616 11.232806 10.746306 5.402350 -1.883103 NA 10.387828 10.720344 5.150373 10.612554 11.471199 4.559896 5.904853 10.240747 12.785391 10.783173 9.364283 5.949838 10.705664 10.654903 10.121170 7.856730 10.575356 TCGA-34-5234 71 0 NA 2271 lung stage ia t1 n0 m0 female 2007 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 40 1960 r0 white not hispanic or latino NA NA 2 4 2 5 4 1 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.583437e-06 1.629947e-06 9.52380952380952 20 34.2857142857143 6.66666666666667 29.5238095238095 NA 9.1879238 1.5175277 1.2951352 6.6170560 0.2951352 4.2647541 5.8081971 1.0321008 10.2795465 4.4915260 2.9581003 11.7018645 5.5303455 5.5303455 0.7101727 1.0321008 -1.2898273 0.3424410 2.2951352 9.5062052 9.4414845 8.4915252 5.2951279 8.5540865 2.4106125 10.6977849 NA -1.2898273 1.2951352 2.9581003 10.0489019 4.1024818 15.8291869 9.5295463 10.5223428 10.8111563 8.2000133 0.2951352 10.7959699 0.7101727 11.2596783 5.2493240 NA 0.2951352 8.2063004 5.1045421 9.3522172 11.7006170 8.0721096 10.5362094 4.4380865 -0.2898273 8.6974295 10.0927895 4.1695964 10.9350716 5.8394482 11.3244153 -1.2898273 8.7073450 7.0093740 6.4915260 2.0321008 1.5175277 7.3576241 1.8800977 -1.2898273 9.3386112 5.0320920 NA -1.2898273 9.3026225 NA 6.5928083 1.0321008 2.5175277 3.4105989 6.9580933 10.0677175 1.0321008 7.1695974 4.4005857 0.0199230 0.0098348 0.0098348 0.0022193 -0.0092666 -0.0062286 -0.0062286 -0.0414310 -0.0414310 0.2351900 0.0627050 -0.0232920 -0.0232920 -0.0689310 -0.0072787 0.0000000 0.0000000 0.0843540 0.0626510 0.0582240 0.1293300 -0.0423810 -0.0937990 -0.0937990 -0.0653130 -0.0653130 0.0739770 0.0739770 0.0985600 0.0026357 0.0199230 0.0199230 0.0643680 0.0098348 0.0098348 0.0022193 0.0022193 0.0022193 0.0022193 -0.0092666 -0.0092666 -0.0092666 -0.0092666 -0.0062286 -0.1192600 -0.0414310 -0.0414310 0.2351900 0.0627050 -0.0232920 -0.0689310 -0.0689310 -0.0689310 -0.0689310 -0.0295840 -0.0295840 -0.0216470 -0.0072787 -0.0072787 -0.0169790 0.0000000 0.0843540 0.0843540 0.0626510 0.0206940 0.0206940 0.0227250 0.0227250 -0.0423810 -0.0423810 -0.0423810 -0.0937990 -0.0653130 -0.0763800 -0.1313500 0.0147490 0.0985600 0.0026357 0.0026357 0.0026357 0.0026357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.448258 7.393160 3.664358 3.568142 7.969909 8.041083 9.214984 9.140221 11.419680 1.710173 6.217960 2.617063 3.880088 12.777096 2.410612 9.945582 7.153109 7.687446 10.664515 11.741177 6.909838 11.484747 11.001336 1.710173 11.691554 NA 7.892560 9.535124 8.470037 7.506854 2.410612 13.976623 7.696008 10.203020 5.839448 10.800940 9.238620 8.291366 11.397541 9.881342 NA 7.098183 6.710166 11.767819 8.036595 6.511065 9.258987 6.225865 8.901225 9.009373 10.583994 13.634885 9.654878 9.078672 9.525549 8.270499 13.084050 11.137478 4.925069 11.700617 10.195995 10.416230 9.153109 6.272408 15.048661 8.281918 -1.289827 9.115307 10.304957 12.008085 1.295135 7.904922 9.187924 9.817383 12.916107 8.140618 7.042829 9.461710 10.316571 10.857052 16.113802 10.279547 6.225865 9.534329 7.458358 6.324875 10.033220 10.100872 NA 9.239596 9.747712 9.483305 10.323495 9.529546 8.069915 7.673062 7.770861 7.225866 9.408870 NA 2.797636 7.140618 1.517528 8.728366 3.354015 9.352217 13.840012 11.491730 8.818690 10.257060 4.438087 NA NA 11.265474 9.926305 5.102482 10.935072 10.320729 7.773561 4.102482 11.324415 12.377055 11.636091 9.158282 NA 9.382591 10.438018 8.371943 7.032093 10.367037 TCGA-34-5236 60 1 276 NA lung stage iib t3 n0 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 5 4 2 5 1 2 3 4 1 3 4 0 0 0 0 0 0 4 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 6.311711e-06 2.219503e-06 8.06451612903226 33.4677419354839 27.0161290322581 6.85483870967742 24.5967741935484 NA 11.4706639 NA -2.1752729 8.3934612 -0.5905276 0.9945073 3.9330816 0.6318959 9.3318543 7.3791444 1.8245642 13.0351124 6.9919730 5.4684106 0.1465249 -0.1754358 -2.1752729 1.7314439 -0.1754358 7.6979996 11.6028377 8.4836590 3.8689534 7.9564122 0.6318959 9.9189629 7.8852510 5.0819446 NA -1.1755987 7.7508510 -1.1755987 14.1140682 10.0230002 10.9012038 11.5989305 7.5128052 NA 10.9915029 3.8689534 9.3917366 2.0724832 NA 10.3879898 11.0484876 5.4455082 10.8958500 12.2097604 11.1491577 9.6800351 4.0340044 -2.1752729 10.2819362 4.6189727 3.1821043 10.9030396 4.2839884 10.2445155 -0.5905276 10.1018427 7.0772206 4.3944112 NA -2.1752729 7.5370825 -0.5905276 -1.1755987 9.3263924 4.9641075 0.6318959 0.4094724 10.5392301 0.3176514 3.3164064 -0.5905276 9.7234400 -0.1754358 2.7787553 9.8448407 9.2901216 6.6479232 -0.2684692 0.08767900 0.20748000 0.19215000 1.08980000 0.35643000 0.40511000 0.82804000 -0.02718200 -0.02718200 0.59908000 0.59908000 0.03354900 0.04826200 0.00708260 -0.11561000 -0.08439500 -0.08439500 -0.07467800 0.00000000 0.00305220 0.01740400 0.18086000 0.44054000 0.97482000 -0.00110870 -0.00110870 0.06666700 0.06666700 0.28216000 0.05366400 0.08767900 0.08767900 0.20748000 0.19215000 -0.44975000 -0.21985000 -0.21775000 -0.21775000 0.42974000 -0.19662000 -0.26456000 -0.26456000 -0.26456000 -0.13368000 -0.13368000 0.01922300 -0.02718200 0.59908000 0.32831000 -0.34985000 -0.00915530 0.00708260 0.00708260 0.00708260 -0.15720000 -0.15720000 -0.15720000 -0.11561000 0.34096000 -0.11678000 -0.08439500 -0.07467800 -0.07467800 0.00000000 0.01447000 0.01740400 -0.10289000 -0.10289000 0.00083195 0.00083195 0.18086000 -0.34159000 -0.15631000 -0.00110870 0.12461000 -0.22219000 0.28739000 -0.23067000 0.05366400 0.05366400 0.05366400 -0.157 -0.157 -0.116 -0.116 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.000 0.000 0.441 0.441 0.000 0.000 0.000 0.000 0.000 0.000 -0.098 0.282 0.207 0.207 0.212 0.430 -0.197 -0.197 0.389 0.256 0.000 0.000 0.514 0.514 -0.350 0.000 0.000 0.000 0.000 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11.0529230 14.5802511 8.9976077 9.7434818 8.7351979 10.4650262 9.4165451 15.7002506 9.3318543 8.7925021 11.1270514 6.7641338 5.9844276 8.5327771 12.1763917 -2.1752729 8.1249076 11.2637368 10.0254538 10.7851003 10.0230002 6.5110552 7.2570974 5.7960993 6.2674983 8.5465087 4.3637108 3.5524754 8.4253972 -2.1752729 9.1793555 4.5249977 10.8958500 13.3845895 11.0866501 11.0372036 11.1488765 4.0340044 -1.1755987 1.1464597 12.8897610 9.6542780 5.1821083 10.9030396 11.3405014 8.4800861 3.1464760 10.2445155 12.4085782 10.8457087 9.4300347 -0.5905276 4.6700472 8.7967382 9.7729225 7.1487359 10.0951426 TCGA-34-5239 75 0 NA 1834 lung stage iiia t4 n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 2 1 1 1 3 3 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 7.074665e-06 2.080784e-06 13.3333333333333 20 37.4074074074074 8.14814814814815 21.1111111111111 NA 11.83675078 -1.08589476 7.29119096 7.09637466 3.89126363 4.52869008 3.16190380 0.72132891 10.02837369 6.07888732 -0.08604789 12.87601802 7.27592428 7.65038258 -0.50103435 -1.08589476 -2.08620104 3.02584385 -0.50103435 8.21547670 11.91494887 8.72695993 7.37750468 8.71083122 4.08390263 11.22587078 NA 1.49896565 0.49896565 -0.50103435 6.20860114 4.06372727 15.16883315 10.06911500 10.95427026 12.26547197 7.04068535 -1.08589476 11.12966522 6.09885534 9.57695156 4.14279734 -1.08589476 NA 11.57169648 6.38654887 10.39451832 11.37341217 11.78713629 9.63370311 4.18076848 NA 8.84027659 NA 4.38971135 11.14775003 6.06372727 11.06864052 2.08389413 8.52408249 6.57575857 7.84175869 0.23584958 -0.08604789 7.08390582 0.72132891 -1.08589476 9.66007489 5.05353279 NA NA 9.75750919 -0.07886839 5.26270751 0.49896565 1.08392816 NA 0.91395211 9.91292346 -2.08620104 7.40382840 3.36552458 0.478210 0.024127 0.039478 0.018243 -0.048767 0.457000 0.457000 -0.040209 -0.040209 0.000000 0.000000 0.334480 1.395400 0.431930 3.656900 0.183130 0.183130 -0.033814 -0.057654 -0.057654 -0.086651 -0.057924 0.273320 0.273320 0.193140 0.193140 0.625150 0.120490 0.173170 0.052625 -0.074296 -0.047124 0.024127 0.042307 0.039478 -0.335720 -0.335720 -0.335720 0.018243 -0.048767 -0.029994 -0.029994 -0.029994 -0.345840 -0.345840 -0.057345 -0.059507 0.000000 -0.035176 0.334480 0.431930 0.431930 0.431930 0.431930 -0.076412 -0.076412 -0.076412 0.496490 -0.359310 -0.359310 0.145660 0.505680 -0.033814 -0.057654 -0.086651 -0.086651 -0.152210 -0.152210 -0.073610 -0.949410 -0.057924 0.277420 0.193140 0.193140 -0.074945 -0.074945 0.173170 0.052625 0.052625 0.052625 0.052625 0.000 0.000 0.137 -0.359 0.183 0.183 0.000 0.000 0.000 -0.152 -0.152 0.000 0.000 0.273 0.273 0.193 0.193 0.000 0.478 0.625 0.120 0.000 0.173 0.000 0.000 -0.336 0.000 0.000 0.000 0.457 -0.346 0.000 0.000 0.000 0.000 0.334 0.334 0.432 0.432 0.000 0.000 0.000 0.000 0.137 -0.359 0.183 0.183 0.000 0.000 0.000 -0.152 -0.152 0.000 0.000 0.273 0.273 0.193 0.193 0.000 0.478 0.625 0.120 0.000 0.173 0.000 0.000 -0.336 0.000 0.000 0.000 0.457 -0.346 0.000 0.000 0.000 0.000 0.334 0.334 0.432 0.432 0.000 0.000 8.79279778 8.54424774 3.79661852 9.61181696 6.85061817 9.54379261 10.35459023 8.58708628 9.66049495 -1.08589476 6.04326357 NA 2.49894013 12.59829090 -0.08604789 10.81265000 7.03810141 8.83284382 11.13060068 13.50702149 7.30629779 10.83228481 11.43742002 NA 10.25132369 -1.08589476 4.45314221 8.41183254 9.75160063 0.39429462 1.72132891 13.89646174 8.19822647 9.25994024 7.21776096 10.74943890 9.58197916 10.248533 11.573865 10.510170 -2.086201 10.150294 8.452170 10.866904 10.886960 4.600484 9.554225 6.582866 12.129422 9.897330 9.733361 13.605506 11.931485 8.629084 11.042906 12.995922 12.915565 10.550605 4.269594 11.373412 12.258068 12.058639 10.693700 7.375460 13.580186 10.039717 4.468570 11.077159 10.457979 12.852320 1.721329 9.272082 11.836751 11.027885 14.700173 9.577983 9.480001 8.277020 10.913804 9.287390 16.233842 10.028374 6.582866 11.473836 10.296064 7.045837 9.299843 13.073497 NA 8.657132 10.656079 11.099321 9.715689 10.069115 8.378526 7.658814 8.031623 7.220043 9.508772 -1.085895 NA 9.429188 -2.086201 9.817862 7.118552 10.394518 12.998747 11.199527 11.150144 12.267679 4.180768 4.572192 NA 12.899378 10.663431 4.808797 11.147750 11.658499 7.171368 8.240410 11.068641 12.929701 10.054810 11.008883 -1.085895 7.740529 9.872990 10.063410 7.895548 10.775261 TCGA-34-5240 73 0 NA 1541 lung stage iib t2 n1 m0 female 2009 NA no NA lung basaloid squamous cell carcinoma 56 1953 NA white not hispanic or latino 2 2 5 2 NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.446 0.000 0.000 0.000 0.866 0.375 0.000 0.162 0.319 2.850 0.000 0.776 0.776 0.422 0.422 0.779 0.779 0.839 0.847 0.407 0.407 0.860 1.725 0.000 0.000 0.872 0.000 0.000 0.000 0.461 0.461 0.000 0.000 0.345 0.000 0.266 0.266 9.0983724 7.3559791 0.8609231 7.8313167 6.3844850 9.8157014 9.7226308 9.2535672 9.8743857 -1.4611639 5.8057826 NA -1.4611639 12.8122811 -1.4611639 9.5779144 8.6304310 8.2753973 11.2074217 13.8620150 3.8965431 11.0091458 11.6144746 1.9984122 7.2359625 NA 4.6475217 9.5227016 8.9063991 0.1712068 3.8965431 15.3793308 7.7581639 11.5756842 4.6475217 11.0388413 7.9205381 9.162877 10.887724 10.704216 NA 8.133320 6.046790 12.211642 8.162877 8.953681 8.421639 7.944137 10.017760 6.738668 12.955859 14.372157 12.208213 6.723871 10.454501 5.815119 12.771116 10.669566 5.157820 12.979216 10.583731 10.927551 9.975707 5.990206 14.349448 13.545409 0.123931 9.938807 11.1326200 10.1728987 NA 8.9963763 10.7696163 9.8186060 14.1694323 8.9388074 9.5213829 9.9420074 9.8788453 9.7226308 14.3375938 12.2938829 7.9441369 10.5337024 7.6785466 5.8518789 6.7337516 7.4428772 NA 7.6605286 10.6504572 9.0338511 7.9356000 8.8844007 7.9377393 4.9483859 5.6158106 5.8518789 9.9096828 -1.4611639 4.9984257 7.8034382 0.5390347 9.2947175 1.5389851 10.9725808 13.6934575 11.8964099 9.5418104 10.7328287 4.8788430 -1.4611639 NA 10.0854075 8.7508838 3.7484505 10.6067659 10.8293023 11.4602785 6.1900479 9.3742564 12.6541203 11.2357456 8.2114206 5.3591732 3.6264625 8.3576096 10.0512420 7.0467901 10.0457988 TCGA-34-5241 79 1 515 NA lung stage ib t2 n0 m0 male 2009 428 no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1954 NA white not hispanic or latino 1 1 2 4 4 5 1 1 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.3766000 3.0824000 -0.0875790 -0.1837000 0.1992400 0.0244080 -0.2001200 0.2113100 -0.1958700 -0.1195200 0.8270600 0.0516720 0.0516720 0.2080900 0.0093098 0.0056919 0.0114720 0.2009100 0.1010300 -0.1973700 -0.2017400 -0.1960000 -0.1960000 0.4474200 -0.2273600 -0.1813700 -0.1847900 -0.1847900 -0.2792700 -0.1919300 -0.0037395 -0.0312330 0.1339100 -0.4215600 -0.2133000 -0.1942500 -0.1942500 -0.1942500 -0.1942500 -0.0019399 0.3053700 0.1804000 -0.1789100 -0.0788100 -0.0162920 -0.0160170 -0.0875790 -0.0875790 -0.1837000 -0.0630320 -0.0630320 -0.1977500 0.2077900 1.6627000 -0.1955000 -0.2001200 -0.2028800 -0.1195200 -0.4218900 0.7442300 -0.1811800 0.2080900 0.0093098 0.0093098 0.0093098 0.0093098 0.000 0.168 0.000 0.000 0.360 0.000 0.000 0.000 0.000 0.193 0.193 0.036 -0.195 -0.196 -0.196 -0.120 0.000 0.000 0.000 0.000 0.000 -0.181 0.208 0.167 0.167 0.267 0.447 -0.169 -0.169 0.572 0.380 0.000 0.000 0.031 0.134 -0.063 0.151 -0.194 -0.194 0.000 0.000 0.000 0.168 0.000 0.000 0.360 0.000 0.000 0.000 0.000 0.193 0.193 0.036 -0.195 -0.196 -0.196 -0.120 0.000 0.000 0.000 0.000 0.000 -0.181 0.208 0.167 0.167 0.267 0.447 -0.169 -0.169 0.572 0.380 0.000 0.000 0.031 0.134 -0.063 0.151 -0.194 -0.194 0.000 0.000 8.6705206 9.2355562 1.5530655 3.1380280 7.5785984 8.1423129 10.0529091 9.3357994 11.2935668 0.7457106 6.7846270 3.4461503 1.7457106 12.6537256 -0.2542894 9.8424234 8.0494892 8.2554833 10.8902041 13.1117573 6.4322095 11.1463210 11.0622727 -1.2542894 10.3594978 NA 4.6526012 9.8305166 9.4199006 2.3450273 2.5530655 14.8961696 7.0540475 9.6705208 5.9648768 10.5421536 8.6344517 9.3400330 12.0956806 10.0810987 0.3306731 6.9502794 6.4039204 11.8384654 8.3306709 8.4128200 10.4256282 6.5974567 10.0095409 9.6525989 11.5028900 13.4934293 10.6302605 8.8104511 10.9024234 9.1865776 12.8890915 13.6305943 5.0177304 13.0398789 10.3046073 10.4888597 9.1603936 7.7400620 13.9808957 10.7315503 1.0676387 10.4795710 10.8311808 10.5482247 0.3306731 8.4322086 9.9624542 10.0083905 13.6715845 8.2790380 8.2447173 9.6808734 10.1593363 9.2535029 15.2403139 10.4405015 6.5974567 9.6882229 7.9231278 5.8954553 8.3548872 11.0813778 NA 8.6252917 10.1218337 9.3418982 9.8218559 9.4181336 8.9624542 6.1294129 7.5562800 5.1032584 10.1202044 -1.2542894 4.8749936 7.7201232 -0.2542894 8.7955569 3.3306731 10.1010594 13.6003819 12.2145869 9.8871769 10.5167851 3.7457106 0.7457106 NA 11.1930499 10.8659462 4.1032626 10.6885893 10.9033710 6.4181343 5.8749912 10.6233759 12.1596006 11.2916381 9.0101510 5.6160724 9.1054578 9.6466807 9.3493348 6.6465746 10.2564724 TCGA-34-5927 70 0 NA 1361 lung stage ia t1 n0 m0 female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white NA NA NA 5 1 1 1 3 1 2 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 8.288455e-06 2.496941e-06 13.7820512820513 25.9615384615385 31.7307692307692 8.01282051282051 20.5128205128205 0.1256511 12.9076101 -1.8740845 0.9330438 8.0400721 1.1257172 6.1809693 6.6664740 NA 10.0269310 8.4655370 -0.2892982 9.4157059 7.2523911 9.3836641 2.9836595 4.6648469 5.5851188 3.9674084 NA 6.6255335 12.7881885 8.3118010 7.5892114 8.7847909 -1.8740845 10.8747184 1.8261112 3.1256842 -0.8743489 3.1700853 8.1327141 8.6463056 13.0150469 9.6969656 10.8215677 11.4999114 8.9330417 3.1256842 11.3904227 4.0564275 9.2414200 4.2131528 3.6802793 -0.2892982 11.9895412 3.1279469 11.2956120 13.5247646 11.6290158 10.7273417 5.9774356 NA 9.9066367 -0.8743489 4.8121850 8.5592723 3.5180063 10.3584077 2.9330438 9.8243916 6.0798837 3.5519466 2.8261315 0.1256511 6.4385707 0.4476321 NA 9.6692022 5.8536065 -1.8740845 -0.8743489 8.7274576 -0.4414385 1.9330438 5.3906918 0.1256511 0.7106136 4.6175395 8.5007264 NA 7.4018113 1.1257172 0.0169640 0.0011093 0.0011093 0.7449900 -0.7216300 0.0100060 0.0223040 0.0030522 0.0382140 -0.0277640 0.1180000 -0.7367900 0.0885480 -0.1864700 0.0071552 0.0155870 0.0317180 0.0556580 -0.6986600 -0.7322800 0.0000000 -0.0436030 0.0280600 0.0280600 -0.0697340 -0.0697340 -0.0241140 -0.0241140 0.0744080 0.1017600 -0.0091286 0.0169640 0.0011093 0.0011093 -0.0314960 -0.7221700 -0.7221700 -0.7221700 0.7541400 -0.7237600 -0.6961300 -0.6961300 -0.7383600 -0.7169200 -0.7339400 0.0030522 -0.5059800 -0.0277640 0.0696690 0.0888370 -0.1864700 -0.1864700 -0.1864700 -0.1864700 -0.1287500 -0.1287500 -0.7148800 0.0071552 0.0190830 0.0190830 -0.0310860 -0.0083005 -0.7229600 -0.6986600 0.0000000 0.0000000 -0.7565200 -0.7438600 -0.0436030 -0.0436030 -0.0436030 0.0280600 -0.0733430 -0.7748100 -0.4768100 -0.5290400 0.0744080 -0.6487400 -0.6487400 -0.6529200 0.1017600 -0.129 -0.709 0.000 0.000 0.000 0.000 0.000 -0.732 0.000 -0.687 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 -0.020 0.702 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12.495966 6.354505 10.572253 10.3327013 10.2114913 4.6492476 9.5440667 12.9076101 11.3948136 14.9061352 9.5613573 10.6171092 8.5180043 11.0378278 9.1390097 13.3672605 10.0269310 9.2230607 11.3421297 8.8603967 4.5350763 8.0445504 11.0069921 1.8261112 6.6492490 11.3294938 10.2880783 8.4996394 9.6969656 9.5561395 6.6687191 4.7403987 4.6014232 9.8688383 4.1029688 7.7440723 9.6788362 NA 9.8152481 4.6334835 11.2956120 12.8425064 11.6370690 10.4990959 12.4425342 5.9774356 9.0769716 -0.8743489 10.3578081 10.3986083 5.2446283 8.5592723 12.0308859 7.6175402 6.7586816 10.3584077 12.2259386 10.2302858 7.9867738 0.7106136 6.6135272 8.7377260 11.1311361 7.3593068 10.7009898 TCGA-34-5928 83 0 NA 1196 lung stage iib t2 n1 m0 female 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA NA white not hispanic or latino NA NA 6 3 2 3 3 3 2 3 1 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 3 1 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 4 4 1.151367e-05 3.88413e-06 9.77777777777778 57.3333333333333 13.3333333333333 6 13.5555555555556 -1.1325779 11.6688096 -0.1324198 0.4524900 8.2490485 1.3269400 1.3269400 6.0750084 -2.1322616 9.1219435 5.7440211 4.5399280 12.9220249 8.4086019 6.5851819 0.6748222 2.5679348 -2.1322616 0.1894134 0.1894134 8.2715825 11.2282153 9.4411527 5.2425453 8.3248862 5.2425453 9.8625659 1.0374525 1.0374525 NA -0.5475100 9.2217548 0.4524900 15.4288377 9.6976244 11.3042170 12.6614643 8.0172527 NA 10.0821281 6.1154328 9.9917075 5.4674197 3.1529135 -1.1325779 11.1888994 4.5156809 11.5694616 11.3115846 11.2258819 9.7870615 4.5540055 -2.1322616 10.1401352 -2.1322616 5.8447848 10.1690016 4.8217000 9.9386325 2.1894451 10.1803883 6.2338267 7.2598233 1.4524900 0.8675012 8.0361775 -0.5475100 NA 9.1482762 5.5041309 1.3269400 NA 11.7127014 0.9918257 4.2073541 5.9407893 1.1894134 6.3391802 -0.1324198 10.6712329 0.6748222 7.3145887 NA 1.1286000 0.6540600 -0.0110600 0.9023100 0.3372300 1.1978000 1.2093000 0.6390200 -0.3356000 0.6106300 0.6491000 0.9913600 0.9678100 -0.0092666 -0.0808070 0.1388700 0.0328450 -0.0070576 -0.3354900 -0.3354900 -0.0148690 -0.0056757 -0.0291750 -0.0291750 0.3595300 0.3595300 0.1496500 0.1688000 0.6216000 0.1134500 0.0239870 0.0209030 0.6059300 -0.0110600 -0.0110600 -0.3337600 -0.3163400 -0.3163400 0.5143800 -0.3328300 -0.3203000 -1.0325000 0.3490900 -0.0087146 -0.0120860 0.6217200 -0.3432000 0.5329200 0.6189700 -0.3674800 -0.0092666 -0.0092666 -0.0092666 -0.3361800 1.0661000 1.0661000 0.3007400 -0.3456800 -0.3311000 -0.3540700 0.0328450 -0.3513300 -0.3239100 -0.3354900 -0.0077482 -0.0077482 -0.3467600 0.3252700 -0.0189020 0.0000000 -0.0056757 -0.0291750 -0.3353700 0.3595300 -0.5250200 -0.3481300 -0.3551000 0.1011800 0.1039600 0.1039600 0.1039600 0.301 0.301 -0.331 -0.331 0.106 0.000 -0.324 -0.335 0.000 -0.347 -0.347 0.000 0.000 0.000 0.000 -0.335 0.360 0.000 0.425 0.375 0.375 0.285 -0.355 0.654 0.654 0.198 0.514 -0.325 -0.325 1.209 1.209 0.286 -0.336 0.617 0.617 -0.335 1.506 0.000 -0.326 0.104 0.104 0.301 0.301 -0.331 -0.331 0.106 0.000 -0.324 -0.335 0.000 -0.347 -0.347 0.000 0.000 0.000 0.000 -0.335 0.360 0.000 0.425 0.375 0.375 0.285 -0.355 0.654 0.654 0.198 0.514 -0.325 -0.325 1.209 1.209 0.286 -0.336 0.617 0.617 -0.335 1.506 0.000 -0.326 0.104 0.104 9.1866130 8.3613609 0.6748222 5.0070564 7.2051276 9.6389950 10.3626109 8.9792931 10.3981556 1.6748674 6.1758439 -2.1322616 -2.1322616 13.0689019 1.8675012 10.4562154 7.0745194 9.4364115 11.7479757 14.4234426 4.6876822 11.4409159 10.5043566 -1.1040770 9.7859959 -0.5475100 0.8675012 8.9409775 9.6022108 -1.9948156 2.0374174 13.2392821 7.3021335 9.9536417 7.3673510 10.9774992 9.1071041 10.3477908 11.3280893 11.3385455 4.3269400 9.3437454 7.1916860 11.0330405 11.2722478 8.0890924 10.6860876 7.0019317 12.0860649 7.6488652 10.5705438 13.9395542 11.6668882 9.6273936 10.8296784 10.6026383 13.5788766 11.0118450 4.1419559 11.3115846 12.4911583 11.4116246 10.1204664 8.8202466 13.8508150 9.9002399 0.8675012 10.9658665 11.5249355 11.0303688 0.6748222 9.4268826 11.6688096 10.3310298 14.4138116 9.2811333 8.9500137 9.2447158 9.9074525 9.1604022 14.9538490 9.1219435 7.0019317 11.0954221 7.8843134 6.9812476 7.5988245 13.7686552 0.1894134 8.1984224 10.8184258 10.7409496 10.6519358 9.6976244 7.9629024 6.6586685 7.3083745 4.5817489 9.1100842 -2.1322616 1.8675012 8.7378703 0.1894134 8.8063498 7.7347841 11.5694616 13.4052395 11.3710827 11.1446475 11.1859070 4.5540055 -0.5475100 7.8114852 12.9865158 11.7296584 7.7668621 10.1690016 11.7491930 8.7137793 6.2895708 9.9386325 12.6905243 10.6470196 9.6744578 0.4524900 6.1712869 9.9218824 10.0769588 7.9799447 11.7571995 TCGA-34-5929 78 1 151 NA lung stage ib t2 n0 m0 female 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA NA white not hispanic or latino NA NA 4 1 3 4 3 1 1 2 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6.172992e-06 1.942065e-06 11.063829787234 39.5744680851064 26.3829787234043 6.38297872340426 16.5957446808511 NA 12.401515197 NA 2.490133662 7.435985224 0.267715562 1.004681156 4.610900816 1.267715562 3.174614147 6.434312968 -2.316887478 7.723058146 12.236577552 9.247870327 0.267715562 -1.317246939 0.852718007 0.941256584 0.682753061 7.537636974 11.086179824 8.039220114 5.326623631 8.136039081 4.109034537 10.961217788 NA -1.317246939 -2.316887478 0.004753055 5.916388265 2.930699496 15.389937792 9.084181224 11.931733577 12.392713680 5.013685570 3.852698035 11.179247600 5.801709652 8.500719210 2.636960969 -0.317246939 NA 11.070436961 4.110881024 10.905110399 12.598507668 11.706349410 9.096983115 4.940157352 -1.317246939 9.598647698 NA 2.852698035 9.354309337 4.075087603 10.417477872 1.852678063 10.854570621 6.104833549 4.340982341 8.489317738 0.267715562 6.944863130 -0.317246939 NA 9.184605370 4.565414390 NA -2.316887478 12.942732194 -0.465141549 3.911586132 4.430291964 7.183072583 -1.317246939 2.267745520 8.169603365 NA 7.339193516 1.589667624 0.0032597 0.0000000 0.0139110 1.1749000 -0.6575200 0.6896200 0.6896200 0.0445740 0.0445740 0.0379240 0.0379240 0.0313780 0.0313780 -0.6731500 -0.0079311 0.0160060 0.0160060 -0.6601200 -0.6798500 -0.6798500 0.3020200 -0.0608440 0.0325630 0.0325630 -0.1095900 -0.1806800 -0.0260300 -0.0260300 -0.0452280 -0.1888600 -0.0549600 0.0032597 0.0000000 0.0139110 0.0139110 -1.2929000 -0.6697500 -0.6697500 0.5683000 -0.6708200 -0.6575200 -0.6575200 -0.6575200 -0.6709500 -0.6709500 0.0445740 -0.6861500 0.0379240 0.0285640 0.0343950 -0.6756400 -1.2929000 -0.6731500 -0.6731500 0.0061090 0.0061090 -0.6728800 -0.6711300 0.0602220 0.0090674 0.0160060 -0.6847800 -0.6745300 -0.6798500 -0.3541900 -0.3541900 -0.0349040 -0.6921500 -0.0730760 -0.0760580 -0.1053900 0.0325630 -0.1095900 -0.1806800 0.0154470 -0.0590000 -0.0452280 -0.1944300 -0.1888600 -0.1888600 -0.1888600 0.000 -0.673 -0.663 0.000 0.000 0.000 -0.660 -0.680 -0.354 0.000 -0.637 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.670 -0.101 -0.658 -0.658 0.690 -0.671 0.000 0.000 0.000 0.000 0.000 0.000 -0.613 -0.613 -0.189 -0.189 0.000 -0.673 -0.663 0.000 0.000 0.000 -0.660 -0.680 -0.354 0.000 -0.637 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.670 -0.101 -0.658 -0.658 0.690 -0.671 0.000 0.000 0.000 0.000 0.000 0.000 -0.613 -0.613 -0.189 -0.189 10.279889692 9.488915024 5.031496654 6.512490809 5.198466651 10.128817673 9.839167405 8.309389949 8.762253129 6.604609564 6.674289739 -2.316887478 0.004753055 12.820319854 0.267715562 11.265027887 8.209267655 9.573412588 11.475972256 13.932678007 5.267730541 11.014664935 11.556212409 1.589667624 5.158502650 6.772880653 3.142201021 9.000740600 10.625460550 NA -0.732164608 14.691098436 7.858941436 9.172616272 4.862679507 10.394005054 7.957728912 10.591911 11.586368 9.788022 1.383220 11.643856 9.396584 11.505837 10.367517 7.861433 10.776681 7.133980 10.603849 10.457349 10.612397 14.817094 13.171550 7.146293 10.896176 9.964409 12.626519 11.190687 5.060847 12.598508 11.601073 9.871975 10.577775 7.703749 13.289141 12.977856 5.424237 10.881674 10.568655299 11.770893987 5.583636415 8.689795700 12.401515197 11.041144809 14.520531235 11.076158754 9.273458309 9.894656663 10.152150709 9.237357211 14.510135818 3.174614147 7.133979580 11.834102033 10.837902729 5.775524688 6.751546737 11.691634572 1.267715562 7.462487549 11.440366680 10.068900244 10.130884550 9.084181224 6.942510987 6.158502650 6.066472423 6.951895472 10.068361126 0.004753055 6.855196146 8.584389442 -1.317246939 8.800411371 3.437653878 10.905110399 12.720315258 11.159514528 10.721001410 11.014525046 4.940157352 7.184605618 -2.316887478 10.753560080 10.687339900 5.158502650 9.354309337 11.379627189 5.049090527 7.356960730 10.417477872 12.744012903 10.579100743 9.665761911 0.682753061 9.020947447 9.274557067 10.348992329 7.273355498 10.862832829 TCGA-34-7107 70 1 34 NA lung stage ii t2a n0 m0 male 2011 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 5 3 3 1 2 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4448481 NA -1.5182877 8.5743479 0.4816089 5.0051529 7.2368121 -0.5184944 10.5802808 5.4241058 NA 12.5852064 4.2364773 3.4815960 NA -1.5182877 NA 2.2889491 NA 7.9099507 11.8569018 9.4101091 0.0665370 8.4123281 2.0665370 10.4502576 -0.5184944 -0.5184944 NA -1.5182877 4.9893843 -0.5184944 14.2913287 9.4935168 11.2800626 11.9841740 5.8303187 -0.5184944 12.5830741 -0.5184944 8.7234906 4.2889491 NA NA 11.6411815 4.9597516 11.1173089 14.7741461 12.0115093 9.8547278 3.1820248 NA 11.3638517 NA 4.0051484 10.4791231 4.0963040 10.4520562 1.9410312 9.3642338 5.3642327 5.1958358 0.0665370 0.8035577 6.9451149 -1.5182877 NA 8.9338320 4.3144790 NA NA 11.9497056 1.6926057 2.4815831 0.0665370 6.1788361 0.0665370 NA 9.2297835 -1.5182877 7.2953722 1.9410312 0.4515000 0.3621500 1.2639000 3.5767000 -0.3864900 0.3315700 0.3315700 0.3794000 0.3794000 0.0000000 0.3639500 0.3458300 0.0144700 0.6738200 -0.0051227 0.6614300 0.2654700 -0.3991900 -0.3444300 0.0241270 0.0214630 -0.0195890 -0.3481300 -0.0045695 0.8038300 0.8038300 0.8243100 0.7946100 0.6629000 -0.2501900 -0.4323200 -0.4072400 -0.0042929 0.0268470 -0.4229800 -0.4110800 -0.7132800 -0.3920800 3.6569000 -0.3864900 -0.3864900 -0.3864900 -0.3864900 -0.3776300 -0.3911800 -0.3398700 0.1089200 0.9180400 0.3565200 0.3458300 0.5886000 0.6738200 0.6738200 0.6738200 0.3473000 0.3473000 -0.0067203 -0.0293080 0.0013868 0.0013868 0.2654700 -0.0295840 -0.3999200 0.3822100 -0.0288360 0.0214630 0.3251700 0.3359300 -0.0482070 -0.0482070 -0.0442800 -0.0520290 0.8038300 -0.4662100 -0.4009700 -0.4009700 -0.0561730 -0.4048400 -0.4048400 -0.4048400 0.6373700 0.347 0.000 0.000 0.000 0.661 0.277 -0.400 0.000 0.000 0.325 0.325 0.000 0.000 -0.296 0.000 0.604 0.604 0.091 0.475 0.379 -0.415 -0.401 0.000 0.338 0.338 0.013 0.405 -0.386 -0.386 0.332 -0.391 0.184 0.184 0.000 0.364 0.346 0.000 0.674 0.674 -0.405 0.000 0.347 0.000 0.000 0.000 0.661 0.277 -0.400 0.000 0.000 0.325 0.325 0.000 0.000 -0.296 0.000 0.604 0.604 0.091 0.475 0.379 -0.415 -0.401 0.000 0.338 0.338 0.013 0.405 -0.386 -0.386 0.332 -0.391 0.184 0.184 0.000 0.364 0.346 0.000 0.674 0.674 -0.405 0.000 9.7031779 8.3160620 -0.5184944 6.7807983 7.5177646 10.1531318 10.9691796 8.4034318 9.1522471 2.8035164 6.8347378 -1.5182877 1.6514995 12.1992672 NA 11.4987854 7.3333396 9.8164228 11.4523492 15.2107335 4.1820328 9.9234974 10.6614999 -0.4140760 10.4581549 NA 5.0514461 8.1975529 10.3676645 NA 0.8035577 15.1835605 8.0342597 9.0749819 6.5476796 10.7235739 9.6571403 10.4270345 11.9860373 10.4520562 -0.5184944 9.2001237 9.8180974 10.7080029 10.0805737 8.3899832 10.2756004 8.4123281 11.7559485 6.5150138 11.8677227 13.2007121 12.1789927 5.7577140 11.3515701 7.7899300 12.7588782 10.6185819 5.1403738 14.7741461 12.3716650 10.3997086 10.9578307 7.5122577 14.2032213 12.5762458 4.0665542 10.8663745 10.3869777 10.9955650 0.4816089 9.3884815 11.4448481 10.3680495 14.1706870 10.0490716 10.1365400 7.8566303 9.7253598 11.0490715 14.7205739 10.5802808 8.4123281 12.2242160 6.4588708 6.6005314 8.9593491 11.9914894 NA 7.9874022 10.9836766 9.4041751 9.3869777 9.4935168 6.4702749 7.1218360 5.6515167 6.4064040 9.5901152 4.4588675 7.0246222 8.2530802 -0.5184944 10.0371385 3.4815960 11.1173089 12.8155846 10.3714749 11.0440717 11.5927264 3.1820248 3.8035164 2.8739116 11.8153052 10.4987471 4.5476781 10.4791231 11.6335586 6.5743483 6.4064040 10.4520562 11.8972005 9.9633902 9.6837145 5.8909816 6.1109478 8.9230722 9.6420925 8.0833618 10.6766553 TCGA-34-8454 62 0 NA 1180 lung stage iiia t3 n1 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 90 NA r0 white not hispanic or latino NA NA 4 4 2 3 4 1 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0232954 NA -1.2761357 7.1075058 -1.2761357 3.6779930 4.1500641 NA 3.9717275 4.2473655 -0.2761357 8.5972451 4.7461676 5.1667436 NA 0.7237770 -1.2761357 -1.2761357 1.3087686 8.2315956 11.6366905 8.4155445 2.3087686 8.7599747 4.1500641 12.6974088 -1.2761357 -1.2761357 NA 1.3087686 6.5692906 NA 15.2179981 9.1448140 12.0830016 11.6261762 5.2936574 NA 11.2836562 1.7238206 9.6200048 4.9526178 NA NA 12.1147802 3.8989242 9.2745480 12.7836526 11.6374386 10.2835940 4.4242436 NA 9.6699763 NA 4.6779986 10.1703675 6.0547183 10.3940148 NA 10.0507923 7.1625927 7.5182172 -0.2761357 -1.2761357 6.8006165 0.3087104 -0.2761357 9.4006397 5.1500641 -1.2761357 NA 10.5876002 1.3015291 4.5051605 0.3087104 2.3087686 4.3385100 1.8937117 9.8575856 -1.2761357 6.9622054 2.7372541 0.00000000 0.41697000 -0.01350500 0.82275000 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0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 0.000 0.000 -0.418 0.043 -0.410 -0.410 -0.213 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.411 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 0.000 0.000 -0.418 0.043 -0.410 -0.410 -0.213 0.109 7.1667446 7.1118180 0.7237770 3.8112655 7.2196564 7.9061955 10.9684623 8.8098180 10.7955986 -1.2761357 6.3385118 NA -1.2761357 11.9745437 0.3087104 11.4183767 6.4853528 9.2355538 10.8682968 14.3457671 5.7681949 11.1007405 11.0541579 NA 7.4449006 NA 4.8735475 9.0714224 9.5972375 NA 1.3087686 14.4300813 7.6953445 9.3757497 6.3237141 10.4032813 9.5972453 9.997597 12.172434 10.680903 -1.276136 10.674357 8.921018 10.895291 9.932035 7.765460 10.983839 7.424241 11.788869 11.217406 10.799614 13.739086 10.559852 8.150066 10.486183 7.471994 13.419301 10.330669 5.099884 12.783653 11.894665 10.109664 10.639680 8.439763 13.124281 10.765802 1.045723 11.637999 11.1185318 11.3440209 0.7237770 8.9598154 12.0232954 10.5716415 14.8692350 9.3237139 8.9106086 8.5002340 9.4198993 8.5343729 15.7060706 3.9717275 7.4242410 11.7430444 6.7124857 7.3712591 9.8849330 13.0808032 -1.2761357 8.8046186 11.0563972 9.4389051 9.2005473 9.1448140 9.5535239 7.9598154 7.9764667 5.2936574 8.2955536 -1.2761357 1.0457225 8.4786887 -0.2761357 9.0513539 3.6779930 9.2745480 12.4774357 11.0566769 10.9817782 10.6174819 4.4242436 -0.2761357 NA 12.1646703 13.9721364 5.3820135 10.1703675 11.6312552 6.1667456 5.1161194 10.3940148 12.1391468 10.1847689 9.9387273 6.4242402 10.9693539 10.6783574 9.7851724 7.7238009 10.2827001 TCGA-34-8455 67 1 123 NA lung stage iv t4 n0 m1a male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white not hispanic or latino NA NA 3 1 2 3 4 1 3 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.16868052 NA NA 7.71404765 -1.06069819 3.69414473 5.22244137 0.93922658 10.60059359 4.43111478 1.93926420 9.60814576 3.63969523 4.43111478 NA -0.06069819 NA -1.06069819 1.52421416 7.67735320 12.23675033 7.39458788 3.26118477 8.36342693 4.06854184 12.68283304 -1.06069819 NA NA 1.52421416 7.24304161 NA 14.67521292 10.85289829 11.38892536 12.40966553 5.08900655 -1.06069819 11.06338214 1.74661374 10.11567094 4.52422043 NA NA 12.17332232 0.94283351 10.13524819 13.87761005 12.05852624 9.94561502 4.26119229 -1.06069819 9.56222773 -0.06069819 4.06854184 10.96474647 3.18718181 10.09027733 NA 7.90792776 4.46282452 6.27911095 -1.06069819 1.26116972 6.16808038 0.93922658 NA 9.04909162 5.18718973 NA NA 10.13278618 0.35072353 3.33157625 0.93922658 1.52421416 NA -1.06069819 9.09660790 0.93922658 6.89926265 2.39870607 0.19558000 0.17001000 0.17468000 0.80480000 -0.09353500 2.64280000 0.92661000 -0.10526000 -0.10526000 -0.08678400 -0.08678400 2.78890000 0.22176000 -0.40904000 0.50724000 0.16475000 0.16475000 0.20519000 0.20763000 0.19664000 0.20381000 0.19862000 -0.39797000 -0.39797000 -0.09630800 -0.09630800 0.20687000 0.20687000 0.46827000 -0.00069303 0.19558000 0.19558000 0.17001000 0.16085000 0.17468000 -0.41926000 -0.41926000 -0.41926000 0.80480000 -0.09353500 -0.09353500 -0.09353500 -0.09353500 -0.40904000 -0.41707000 -0.10526000 -0.11973000 -0.08678400 -0.08678400 -0.42101000 -0.40904000 -0.40904000 -0.40904000 -0.40904000 -0.09696800 -0.09696800 -0.09696800 -0.09736300 0.50724000 0.51699000 0.16475000 -0.41904000 -0.41904000 0.20763000 0.19494000 0.20381000 -0.40771000 -0.41135000 -0.40462000 -0.40462000 0.19862000 -0.39797000 -0.09630800 -0.09630800 -0.41003000 -0.41124000 0.46827000 0.02496900 0.02496900 0.00000000 -0.00069303 0.000 0.000 0.000 0.507 0.165 0.165 0.205 0.208 0.204 -0.205 -0.205 -0.405 -0.405 -0.398 -0.398 0.000 0.000 0.196 0.196 0.207 0.207 -0.410 0.468 0.170 0.170 -0.419 0.805 0.000 0.000 0.518 -0.409 -0.105 -0.105 0.000 0.000 -0.199 0.222 -0.409 -0.409 0.000 0.000 0.000 0.000 0.000 0.507 0.165 0.165 0.205 0.208 0.204 -0.205 -0.205 -0.405 -0.405 -0.398 -0.398 0.000 0.000 0.196 0.196 0.207 0.207 -0.410 0.468 0.170 0.170 -0.419 0.805 0.000 0.000 0.518 -0.409 -0.105 -0.105 0.000 0.000 -0.199 0.222 -0.409 -0.409 0.000 0.000 7.22466352 7.57588560 -1.06069819 6.25214313 6.54659046 9.50150324 10.53638225 8.63100421 11.11605734 NA 7.49384985 NA 0.52426431 11.33399148 -0.06069819 11.14688531 6.83407911 8.82190374 10.87149038 14.30096479 5.08900655 11.02373710 11.70578974 -1.06069819 10.04974415 NA 3.18718181 10.27241622 9.72062049 -0.94981178 0.52426431 15.23900548 7.50150364 9.14015951 5.68072661 10.33211489 10.31430023 9.886167 12.314843 10.697068 NA 8.318639 8.770568 11.552590 9.558564 7.279111 11.609253 6.611686 12.136462 10.586719 12.069671 13.924747 11.905045 6.687454 10.637965 8.454961 13.650713 11.710338 4.643579 13.877610 11.489527 10.100393 10.648345 7.784751 13.658933 10.742585 2.639695 11.801317 11.51881251 10.97989301 -1.06069819 9.12784966 12.16868052 10.64056734 15.21658403 9.34652858 9.56975557 8.86258839 10.08582947 9.85812401 14.29698465 10.60059359 6.61168585 10.91116358 6.57588560 6.36552633 9.04516936 14.02523116 -1.06069819 8.03201817 11.02871135 9.44109811 10.03003489 10.85289829 9.10793288 7.13401758 5.62576144 4.79724130 9.32835427 NA 1.26116972 8.95328125 -0.06069819 8.83559317 0.93922658 10.13524819 12.54253946 11.50792954 10.94628814 11.30994825 4.26119229 NA 4.39869240 11.57701777 9.50816696 5.41499467 10.96474647 11.83880660 6.76580920 5.86999722 10.09027733 12.64715915 10.70785873 8.65864958 NA 8.72553054 10.38423430 10.29955926 6.31429955 10.54659113 TCGA-34-8456 71 0 NA 804 lung stage iia t2a n1 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA r0 white not hispanic or latino NA NA 5 2 3 2 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5121092 -0.8711787 0.1289532 8.2452889 1.7139157 2.8293828 6.3915100 NA 2.5883728 5.6988019 NA 6.4598611 5.8568662 7.4996323 0.1289532 NA 6.4235664 1.7139157 0.1289532 7.7288579 11.7718992 7.9395163 7.4189641 9.6446448 0.1289532 9.4189638 -0.8711787 7.7063738 NA NA 5.8704116 3.7728041 14.7356945 10.6564219 11.3562600 10.7190641 6.0831410 -0.8711787 11.7605767 NA 8.6261383 1.1289532 NA -0.8711787 11.4121462 3.9869297 11.0718259 13.0224029 10.6825742 10.2778473 6.5718891 -0.8711787 9.6806531 NA 4.4143453 10.0655828 3.4508681 10.1083701 1.9362893 10.7418135 5.4327256 7.3088541 NA 0.1289532 5.8431899 -0.8711787 -0.8711787 8.7583015 5.3957312 NA -0.8711787 10.4361457 0.9568001 3.2164083 0.1289532 1.4508549 7.1950345 -0.8711787 9.2799615 NA 7.6564220 2.2908372 0.0000000 0.7806100 -0.0407520 3.6569000 0.4309200 1.0525000 1.0525000 0.4193200 -0.3943000 0.4174700 0.4174700 0.0437230 0.0437230 -0.2672700 0.3779200 0.1130100 0.1130100 -0.4529700 0.2574600 0.3120900 0.6619800 1.1362000 -0.4644000 0.5565500 0.4452800 0.4452800 0.4723800 0.4723800 0.3440400 -0.3505300 -0.4554500 -0.4451200 0.7806100 -0.0407520 -0.0407520 -0.4544700 -0.4618900 -0.4618900 -0.0020784 -0.4735300 0.4309200 0.4309200 0.4309200 -0.3105000 -0.3105000 0.4189800 -0.0184900 0.4174700 0.3914700 0.7823400 -0.3601100 -1.1035000 -0.2672700 -0.2672700 -0.4207900 -0.4207900 -0.4207900 0.3639500 0.3779200 0.3779200 0.0065226 0.0256710 -0.4529700 0.2574600 -0.1376800 -0.1376800 1.0606000 0.3823700 -0.4773700 -0.0637030 1.1362000 0.5565500 -0.3646500 0.1799600 -0.4547900 -0.4547900 -0.5262400 -0.2273600 -0.2273600 -0.2273600 0.1460700 -0.421 -0.421 0.378 0.378 0.106 0.000 -0.453 0.297 -0.138 0.382 0.382 -0.477 0.659 -0.464 0.557 -0.365 -0.365 -0.439 0.000 0.472 0.472 -0.455 0.344 0.781 0.000 -0.448 0.000 -0.474 0.431 1.053 -0.310 0.000 0.000 0.417 0.417 0.000 0.000 -0.267 -0.267 -0.081 0.146 -0.421 -0.421 0.378 0.378 0.106 0.000 -0.453 0.297 -0.138 0.382 0.382 -0.477 0.659 -0.464 0.557 -0.365 -0.365 -0.439 0.000 0.472 0.472 -0.455 0.344 0.781 0.000 -0.448 0.000 -0.474 0.431 1.053 -0.310 0.000 0.000 0.417 0.417 0.000 0.000 -0.267 -0.267 -0.081 0.146 10.1268300 7.9523120 1.1289532 8.1896408 7.7399696 10.1506189 10.7709967 7.7494216 8.9634160 3.0358350 7.3863324 NA 0.7138717 11.7503100 0.1289532 11.4237150 7.5635731 9.7232695 11.2451232 13.8798089 5.0358350 10.1004885 10.7718991 -0.8711787 10.1019247 2.8293828 4.2582249 8.2556494 10.7357989 NA 6.0478088 14.3208524 8.6367395 9.5169622 5.4143487 11.7560228 9.2243420 10.7477893 12.1810034 9.9419244 0.1289532 10.3998242 9.3162969 11.6217996 10.2050925 7.8838322 11.3405291 8.9977674 11.1990491 9.9184785 12.7299032 15.1970514 11.9105095 9.7755036 11.0681568 7.6367399 12.2987134 10.7344244 6.1574035 13.0224029 11.5677368 10.4235657 10.3974869 7.2684962 13.8600316 14.0525510 3.8838358 10.6132643 10.3156782 10.0146414 NA 9.6397092 11.5121092 10.5687758 14.4832622 9.9119432 8.6517029 7.8904959 10.3094758 10.1616795 14.2235587 2.5883728 8.9977674 12.6746334 7.0655831 6.8363041 8.5489051 12.5400586 NA 7.9135800 11.9423253 9.0831413 8.8971294 10.6564219 9.3001217 6.9869263 5.6207975 5.3187687 9.9029082 -0.8711787 1.9362893 9.2963631 2.7139157 9.7101455 4.0358350 11.0718259 12.8764037 9.8022540 10.6656778 11.6112487 6.5718891 0.7138717 NA 11.4665668 10.6690729 3.8293828 10.0655828 11.7190641 6.4508731 6.9806937 10.1083701 11.5567815 9.6525069 8.6046785 3.1289367 6.2057600 9.3654972 9.4809883 9.0388381 10.4798841 TCGA-34-A5IX 80 0 NA 1031 lung stage iib t3 n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 3 4 2 3 3 1 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9684219 NA NA 7.7823935 NA NA 3.0782512 -0.8285369 10.3369036 8.1371525 NA 6.6949303 2.9787265 3.8718042 1.4932887 NA NA NA NA 6.5112182 11.1160805 6.4567700 NA 7.9527279 1.9787082 6.9527284 NA 3.9787265 NA 0.1713349 6.9657843 1.1713990 13.5301041 10.6266957 10.5786362 12.5188514 6.0902310 NA 11.3369036 1.1713990 9.4561809 2.4932887 NA 5.3808229 10.4038613 3.7563295 6.9915479 11.8322557 7.5934330 9.9851657 5.0540106 -0.8285369 9.1951227 6.5722485 0.1713349 7.9947358 3.1713670 7.4240336 -0.8285369 8.4287563 3.9262557 1.1713990 0.7563402 NA 5.9657843 NA NA 9.4521393 5.1021038 NA -0.8285369 10.3959731 -0.8285369 2.6308015 NA 1.4932887 NA NA 8.1255648 NA 6.8079924 0.1713349 0.4187300 0.3911400 0.2932600 0.7451800 -0.0033243 0.4267100 0.4570000 -0.0186280 -0.0186280 0.7215000 0.7162200 0.4153000 1.0812000 -0.2330000 0.0000000 -0.2439900 -0.2285900 0.4174700 -0.2334900 -0.2593800 0.0583670 -0.2663700 0.4612700 -0.2263800 0.3642800 0.3642800 0.2872300 0.2872300 0.2978700 0.0548030 0.3989400 0.4187300 -0.2688900 0.2775800 0.2579300 -0.2352100 -0.2352100 -0.2486100 0.6236900 -0.0033243 -0.0092666 -0.2662300 -0.2662300 -0.2321400 -0.2326400 -0.0395290 -0.0058140 0.7118900 0.7004500 0.3569200 -0.2330000 -0.2330000 -0.2330000 -0.2330000 -0.2386300 -0.2386300 -0.8626300 0.0862330 0.0000000 -0.2471500 -0.2285900 0.3777500 -0.2382600 -0.2334900 0.0889820 0.0889820 -0.9222700 -0.2321400 -0.2458200 -0.7821800 -0.2663700 -0.2263800 0.3497400 0.3616600 0.0771420 0.0771420 0.2726900 0.0548030 0.0548030 0.0548030 0.0548030 -0.239 -0.239 0.000 0.000 -0.229 -0.229 0.378 -0.242 0.000 0.405 0.173 -0.246 -0.246 -0.226 -0.226 0.364 0.364 0.396 0.396 0.287 0.287 0.000 0.272 0.271 0.271 -0.235 0.000 0.000 0.000 0.405 0.173 0.000 0.000 0.721 0.721 0.396 0.396 -0.233 -0.233 0.000 0.000 -0.239 -0.239 0.000 0.000 -0.229 -0.229 0.378 -0.242 0.000 0.405 0.173 -0.246 -0.246 -0.226 -0.226 0.364 0.364 0.396 0.396 0.287 0.287 0.000 0.272 0.271 0.271 -0.235 0.000 0.000 0.000 0.405 0.173 0.000 0.000 0.721 0.721 0.396 0.396 -0.233 -0.233 0.000 0.000 5.0042587 7.8116136 0.1713349 4.7860788 7.7144001 7.9060782 10.6697190 9.4463288 11.2621425 -0.8285369 6.1255643 NA -0.8285369 13.3397271 0.1713349 10.0184727 7.0478851 9.1255648 11.1926121 14.4292718 3.9787265 11.1825957 11.9155716 2.7742494 9.3685850 NA 4.6949303 9.7153669 10.1699377 1.0628125 -0.8285369 15.2717638 8.4287563 9.2020356 2.4932887 10.4921690 9.1657218 10.7563309 11.2723592 10.0737435 0.1713349 10.1116820 8.8079930 11.8100306 9.8631119 9.6163832 12.5731812 6.2157621 11.3268128 4.9787219 10.1006269 14.3655866 11.2877124 6.9329198 9.8648553 6.6308001 13.2024665 10.1867834 5.6379956 11.8322557 12.6122376 11.1339030 10.1043213 8.0661861 14.1557117 9.0524825 NA 10.3419195 11.4751491 11.1947762 -0.8285369 9.2641256 11.9684219 11.2759672 14.7597894 8.7144001 10.1591653 9.5839383 10.9795282 8.6672233 13.9919463 10.3369036 6.2157621 7.1371531 8.5871103 4.9787219 5.4932951 12.7720944 NA 6.5376905 10.5577698 8.6890377 9.0570649 10.6266957 7.6511486 4.8992868 5.3611929 0.1713349 8.8613664 NA -0.8285369 7.4932967 -0.8285369 9.6297750 4.4567733 6.9915479 13.9824922 11.6799060 11.2864120 11.5515589 5.0540106 NA NA 9.7307456 8.7469076 4.2157640 7.9947358 11.1204656 5.4567700 5.2374566 7.4240336 13.0207735 10.7359943 8.1825955 4.5976325 7.5289205 9.8205887 10.3369036 6.6471015 10.0394193 TCGA-37-3783 51 0 NA 122 lung stage iiia t3 n2 m0 male 2006 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 1 1 1 NA NA NA 1 1 1 2 2 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 1.095879e-05 4.161568e-06 7.2562358276644 59.8639455782313 15.4195011337868 4.98866213151927 12.4716553287982 NA 9.4428243 2.0387522 NA 8.0415622 NA 1.0387171 3.9929406 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9.1380949 10.5890129 NA 8.2914125 9.1301826 9.1341442 9.8740080 9.3264596 8.0611152 6.3055328 7.5779061 5.3425263 8.6142865 -0.9612829 0.6236796 5.6681049 3.5623035 8.5856416 2.4981743 9.0245890 14.2270655 11.6678760 9.1973568 10.1328249 2.2086733 NA 1.3607014 10.9790607 9.0429677 2.6237030 10.9497645 10.0309774 6.4137870 2.9456452 11.4401600 12.5076257 11.6715151 8.5544469 1.8461122 5.9694844 10.2797828 9.5642678 5.8842365 10.1872238 TCGA-37-3789 65 0 NA 13 lung stage ib t2 n0 NA male 2006 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 1 1 4 NA 2 3 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 1.310894e-05 3.363934e-06 5.18672199170125 40.4564315352697 37.7593360995851 4.35684647302905 12.2406639004149 NA 10.6483086 -0.3492354 NA 6.7593010 -0.3492354 NA 2.5576552 1.4581195 8.4725503 3.1102129 0.2357271 8.7249176 7.9681887 3.5576674 NA NA NA NA NA 8.4206142 10.9545570 7.5364726 1.2357271 9.4272093 4.9361762 10.5253735 NA NA NA -1.3492354 10.4263866 1.8206896 15.8404460 9.9749569 10.4259750 11.6975593 4.1743345 NA 10.5973171 4.1102045 10.2954618 1.4581195 -1.3492354 5.9269008 10.3115121 3.5107468 9.3761425 11.6581382 10.3407742 9.7040302 3.4581326 -1.3492354 9.9591153 10.2677845 2.8207100 11.4274149 4.7168647 11.1607986 NA 9.0580440 3.7382382 0.9726927 NA 0.9726927 6.7060580 0.2357271 -1.3492354 10.3520827 4.4321376 NA NA 7.8030610 6.7610246 3.5087582 NA 1.2357271 4.1102045 0.6507646 8.6703670 1.8206896 4.1102045 3.4887207 0.00000000 -0.00539920 -0.01560400 1.46050000 0.59027000 0.02398700 -0.00995650 0.00541390 0.00541390 3.65690000 1.60510000 0.12138000 0.57416000 -0.61319000 0.51455000 0.00041593 0.00680440 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8.6136724 9.1694984 8.8068592 10.1173626 10.2892122 14.9479075 8.4725503 8.3888684 11.0859256 7.0644043 5.6507760 7.3089879 11.7324261 -1.3492354 8.2206318 10.0138159 9.2063241 9.6862627 9.9749569 7.9058046 5.9995040 6.6049727 5.0770421 8.9917389 2.4581195 1.4581195 7.5118633 -1.3492354 9.3615826 4.6951698 9.3761425 13.8877621 12.1402480 10.5318902 10.3533819 3.4581326 2.8207100 7.8819974 11.1109762 9.4280316 5.3786954 11.4274149 11.2916990 4.2053612 0.2357271 11.1607986 12.1512448 11.4789128 9.2534752 NA 6.1899352 10.0709365 9.8313071 6.0516549 9.9659258 TCGA-37-3792 69 0 NA 12 lung stage ib t2 n0 m0 male 2006 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 3 3 2 NA 2 1 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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6.487420 14.643037 5.076486 1.617063 9.585003 11.3564148 10.4256181 0.2020102 8.7794475 10.4432073 11.2832801 13.5129618 8.2169689 9.4295222 8.2554922 10.0385950 9.5004631 16.6775568 10.5216907 6.7098131 10.3681818 6.5477937 6.3852412 7.8931808 8.9635698 NA 9.5027525 9.6938718 9.1542746 8.7111338 8.4812424 7.2930136 7.2788341 7.7894834 3.0093651 9.2859410 NA 1.2020102 8.1754767 NA 8.9253951 3.8649884 10.8090407 13.8119284 12.0877150 9.3270015 11.3293682 1.9390008 -1.3830778 NA 10.4977876 9.5957666 3.9389820 10.7334001 11.4903080 4.4750395 6.9789998 12.4134000 11.8330441 11.0417473 10.7518033 2.8649884 8.3534583 9.9547449 9.9316393 6.9613525 9.8943435 TCGA-37-4129 52 0 NA 242 lung stage ia t1b n0 m0 female 2010 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 30 1980 r0 white not hispanic or latino 4 3 2 NA 1 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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11.7027499 9.4222416 14.3163731 9.3870335 2.1093606 9.1835002 8.8961728 12.2528483 10.1224487 4.7999628 10.7488744 8.9848522 11.1095935 10.0765850 3.9838236 13.7743856 5.7532141 NA 9.8126856 10.4988108 11.1245415 9.4661774 9.5453761 10.9167137 9.5286166 13.9029465 8.8293178 5.3005008 10.8852434 9.4131394 8.6754127 12.9432371 4.3572846 7.3978406 10.2382123 9.7729169 6.2859478 8.4727635 11.3610384 2.8463328 8.0616147 10.3564951 9.3549114 7.6145089 10.2599522 5.5578205 -0.4755351 2.6943231 6.8236042 9.6446341 NA 5.0942530 6.6276842 NA 9.7538159 0.5243646 10.3373757 12.1176707 10.4093299 9.7711368 10.6378129 6.8775430 1.1093606 0.5243646 10.7024386 10.7301895 5.7142208 11.1668993 10.8791966 5.1243075 4.9673392 10.8783701 12.1170869 11.1897322 8.7675704 -0.4755351 3.5244022 10.0478896 9.8698016 9.5045358 11.7715821 TCGA-37-4130 56 0 NA 247 lung stage ia t1b n0 m0 male 2010 NA NA 90 lung squamous cell carcinoma- not otherwise specified (nos) 25 1985 r0 white not hispanic or latino 4 3 6 NA NA NA 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6619897 NA 0.3033424 6.6783776 NA 0.3033424 2.3033424 9.2633403 8.7462819 0.8883049 5.9180475 6.3367618 0.8883049 9.6025465 NA NA 3.9471986 0.8883049 2.1106973 8.7831187 9.8854804 10.2734443 NA 9.4943976 4.6608887 11.4000536 5.1859815 4.6956543 9.2266660 2.3033424 7.6696604 NA 15.2647203 9.0397405 10.8584068 7.9471945 0.3033424 NA 10.0227272 3.5512699 10.7788490 1.3033424 NA 2.8883049 9.2592499 4.8272144 9.3559065 11.5423402 8.7254031 10.2232520 4.1106973 0.3033424 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9.3173588 9.201184 10.040586 9.465730 NA 5.110693 6.903252 11.906965 7.620751 7.625267 11.018013 6.173703 7.038048 8.314566 9.069867 12.941095 8.871294 7.269123 9.675115 9.280618 12.521145 10.983258 3.990955 11.542340 9.852160 10.039740 8.919887 4.762769 15.241807 5.989838 6.161319 8.377480 10.2553515 11.9742159 3.2102330 6.7545495 9.6619897 10.8483028 13.7971295 7.5273402 9.8538639 9.0431189 9.5127918 11.1787038 16.1180586 8.7462819 6.1737031 10.0448054 9.7211910 5.2340759 10.9779721 10.7745056 NA 8.9845768 8.7810967 9.4403296 8.4931629 9.0397405 7.2863323 8.7729803 9.2026954 5.4931638 10.0218712 1.6252705 NA 6.2691229 0.8883049 8.0945011 9.2281510 9.3559065 14.0327467 12.3997242 8.4248721 10.4738895 4.1106973 NA NA 10.0706952 9.7337910 4.0582299 10.2734443 10.9417743 7.8731943 6.0312584 11.1617080 12.7576377 11.6575878 8.2662347 NA 9.5571859 10.7250667 9.6848813 6.9399635 9.9810580 TCGA-37-4132 61 0 NA 227 lung stage iv t2 n0 m1 female 2010 NA no 50 lung squamous cell carcinoma- not 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0.074538 0.074538 0.092750 0.051024 -0.574760 0.024408 0.037217 0.037217 -0.589740 -0.011060 -0.011060 -0.011060 -0.022881 0.000 0.000 -0.246 0.299 0.000 0.000 -0.608 0.000 0.000 0.000 0.000 0.000 0.000 -0.609 0.000 -0.575 0.000 0.107 0.107 0.000 0.000 0.000 -0.590 0.000 0.000 -0.604 0.641 0.000 0.000 0.000 -0.577 0.373 0.000 0.000 0.000 1.033 1.663 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.299 0.000 0.000 -0.608 0.000 0.000 0.000 0.000 0.000 0.000 -0.609 0.000 -0.575 0.000 0.107 0.107 0.000 0.000 0.000 -0.590 0.000 0.000 -0.604 0.641 0.000 0.000 0.000 -0.577 0.373 0.000 0.000 0.000 1.033 1.663 0.000 0.000 0.000 0.000 9.9754002 8.8303374 3.2940031 0.8345494 6.5419298 7.1429096 9.8239649 8.7278718 10.5873691 8.7504497 6.7593822 NA -0.1653697 12.3168742 1.6419159 10.7110873 7.7474599 8.0801231 11.1440041 12.7634588 7.6831932 10.9871721 12.1586103 1.1565261 5.8898531 -0.1653697 2.6419159 8.4044259 9.9147150 NA -0.1653697 13.7629962 7.6257329 9.1777561 3.6419275 10.0169647 8.8925622 9.647550 11.105450 9.559937 NA 7.489207 5.589458 11.011678 8.680061 7.797466 9.245022 6.419532 4.589458 9.989389 11.795115 13.546667 10.420002 7.068190 10.011990 7.350270 12.943013 11.032094 5.146183 11.100197 9.592794 9.417653 10.280620 4.834570 14.357032 11.524132 3.004501 11.216113 10.4185933 10.5016820 0.8345494 8.2754397 10.6447403 10.9424413 13.8686321 9.5236949 9.3771381 9.8769138 10.2878411 10.2878411 15.0044562 11.4008623 6.4195321 10.6463465 7.6515540 7.1788660 11.3596017 10.4680198 NA 7.9430950 10.1926721 9.7880393 8.1587510 9.2534771 5.8898531 8.2290332 7.3620473 5.1199745 9.0107435 3.0824982 -0.1653697 8.2566352 NA 8.3163698 0.4195389 10.3329210 13.7202191 12.1083660 9.2837190 10.7297670 5.5894579 -1.1655315 NA 10.3785688 8.3949034 2.6419159 10.6531526 10.9512392 5.4044263 5.5894579 9.1621229 12.9299674 11.3659518 8.7960201 NA 5.3891607 10.2023673 10.0925475 8.8693693 10.4865190 TCGA-37-4133 63 0 NA 238 lung stage iiia t4 n0 m0 male 2010 NA NA 50 lung squamous cell carcinoma- not otherwise specified (nos) 40 1970 r0 white not hispanic or latino 4 2 5 NA 3 2 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 6 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 4 7 0 0 0 0 0 0 0 2 8.357815e-06 2.774378e-06 17.1779141104294 22.3926380368098 29.4478527607362 4.9079754601227 26.0736196319018 2.1292500 9.5886922 NA -1.1926451 8.0857821 1.9772433 1.3923174 3.1996566 -1.1926451 12.0561495 4.2335967 NA 8.6496826 2.5077693 1.6147098 NA NA 0.8073549 -0.1926451 NA 7.8868172 9.3752884 6.3387132 4.3308954 7.1156711 0.8073549 8.0265008 -0.1926451 NA NA -0.1926451 9.3951099 6.2749381 15.1666339 9.4357780 9.9602509 11.9324229 5.8407553 -1.1926451 11.2603458 -1.1926451 10.8947223 3.1996566 NA -1.1926451 7.8559280 3.6717689 10.5841766 12.7828105 8.5335505 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10.1812851 7.5521665 8.8747668 11.2001864 10.3304042 NA 8.1088286 4.4220446 12.1846785 8.0192204 7.5952351 10.0421498 6.7846126 8.7395471 11.2777371 12.9963847 13.2338592 8.4832894 6.9722389 8.9203844 10.2528646 12.9630203 11.8791299 6.0389365 12.7828105 10.2377849 9.2739187 9.1681794 7.2251853 14.8031256 12.3211833 -0.1926451 9.9891058 10.7992085 11.3350537 0.3923174 7.3308945 9.5886922 10.9570795 13.6493350 8.8987676 8.6557518 9.7247045 9.8901468 9.7651599 14.7961280 12.0561495 6.7846126 9.1921162 7.5181385 3.9366191 9.6983565 10.2559650 NA 7.0505061 10.3951099 7.8101474 8.0020893 9.4357780 8.8059228 6.6899756 6.0552607 4.1648828 9.2647133 NA 6.2167226 7.5043002 -1.1926451 7.5181385 4.7142235 10.5841766 13.2305140 12.1149601 8.3484290 10.8994288 4.0927318 -1.1926451 -1.1926451 8.8801348 9.1899565 2.9772616 10.5597130 9.6025604 4.2991860 0.8073549 10.8048647 12.4742221 11.5222218 7.7615286 NA 8.1042486 8.7711966 9.5258653 8.6792376 10.1538461 TCGA-37-4135 68 0 NA 207 lung stage ib t2a n0 m0 male 2010 NA NA 80 lung squamous cell carcinoma- not otherwise specified (nos) 45 1965 r0 white not hispanic or latino 4 3 5 NA 3 1 3 3 1 3 NA NA 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 7 8.288455e-06 2.774378e-06 14.7692307692308 21.2307692307692 31.6923076923077 9.84615384615385 22.4615384615385 5.36794412 8.99932809 NA NA 8.14364800 NA 0.64910956 4.31209152 NA 12.44867709 2.64913256 NA 8.41067691 4.23408740 2.52358705 2.87150856 NA 1.64910956 1.64910956 NA 7.95290662 8.95138381 5.75066278 6.04144232 7.96502985 3.92214075 4.99490099 0.06419306 NA NA 1.38609356 8.26137990 6.34956521 14.96271728 9.44354159 9.36451575 10.02633614 5.77840835 NA 10.67841281 NA 10.62076976 2.23410273 NA 3.23408740 8.18453074 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9.719694 2.386094 10.493570 8.443542 9.688045 10.696250 9.768067 NA 7.871518 2.871509 11.101367 7.244073 7.224034 10.230326 7.052847 6.482016 8.832347 10.464509 14.555609 8.960495 6.330949 9.526665 8.003742 12.378605 10.836065 4.215943 10.728166 10.566000 10.466109 9.266287 5.618753 15.931172 9.673342 5.539897 7.595545 10.6705684 11.4162066 3.3120843 7.0697881 8.9993281 10.7427632 13.0738116 6.7223745 9.6802709 9.6110576 10.2742257 10.8610139 14.0582955 12.4486771 7.0528473 9.5317686 3.5877250 2.6491326 8.8157073 10.1160518 NA 6.2139110 10.1575806 7.6491254 8.0443029 9.4435416 6.8970528 5.8843415 5.6640760 5.3495670 9.0641631 1.3860936 5.5877250 5.0414445 0.6491096 8.0948304 3.7080217 9.4413737 14.1761546 12.2227728 8.1302524 9.7946332 0.6491096 -0.9359449 NA 8.9205887 10.3402875 2.6491326 9.8859372 9.6998813 5.1934445 5.6187526 10.5404030 13.2655213 11.9897176 7.1674513 NA 7.2539874 10.0654235 9.4051259 8.1409785 9.8803468 TCGA-37-4141 65 0 NA 12 lung stage ia t1b n0 m0 female 2010 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 4 3 4 NA 1 1 3 3 1 3 NA NA 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 4 0 0 4 0 0 0 4 0 0 4 0 0 0 4 0 6 0 0 4 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 9.849043e-06 2.705019e-06 14.2465753424658 20 33.972602739726 10.958904109589 20.8219178082192 NA 11.44646101 0.44932366 6.66844963 7.94113449 1.03421572 1.61922518 2.69721780 NA 9.76046215 7.54994404 2.77120949 5.19074917 4.28217289 3.53674921 2.61920170 1.03421572 2.77120949 1.25664839 0.44932366 8.48408052 10.01390745 7.25341260 1.25664839 7.83729868 2.44927083 5.25663707 0.03421572 0.44932366 -1.55088768 1.44927083 12.32579848 0.77120949 15.43796455 8.61041327 8.94813066 8.64772643 4.67810008 NA 11.05614935 2.03425094 9.93390306 7.42942097 NA NA 9.48101027 4.65931950 10.53906302 11.16919865 9.18060067 10.02646009 6.26306258 -1.55088768 9.32426292 NA 2.03425094 11.33878551 5.30726093 10.96399561 -0.55067634 7.66602725 8.08409244 4.98843929 -1.55088768 NA 8.27582979 NA -1.55088768 9.70961305 5.99617630 NA 0.44932366 11.15944225 0.90873606 4.97284427 1.25664839 2.14971461 7.21746630 4.42655997 9.19663532 -1.55088768 7.40928315 4.28520245 0.3092100 0.2576200 -0.3297500 1.0044000 -0.6126800 1.0268000 1.0268000 0.2253000 0.2253000 0.1619000 0.1619000 -0.1682800 -0.1982500 -0.6095000 0.1685000 -0.6102700 -0.5716000 -0.1603400 0.0402290 -0.0284910 -0.6524900 0.2923100 0.2621600 0.2621600 -0.6270300 -0.6270300 0.2467300 0.2467300 0.1090600 -0.1762300 0.3092100 0.3092100 0.2576200 -0.3379600 -0.3797000 -0.6320600 -0.6320600 -0.6320600 1.0044000 -0.6126800 -0.6126800 -0.6267400 -0.6267400 -0.6539800 -0.6726400 0.8796800 0.2253000 0.1619000 0.1227400 -0.6360400 -0.6188200 -0.6095000 -0.6095000 -0.6235500 0.2507400 0.2507400 0.2507400 -0.6308200 0.1682000 0.1310600 -0.1040800 -0.0357830 -0.0956480 0.0402290 -0.6261700 -0.6261700 -0.0091286 0.1416200 -0.6309300 -0.1675200 0.2923100 0.2621600 -0.6270300 -0.6270300 0.0266540 -0.0049844 -0.6617900 -0.1594100 -0.1594100 -0.1278400 -0.1278400 0.251 0.251 -0.442 0.168 -0.610 -0.610 0.000 0.000 -0.626 0.142 0.142 -0.631 -0.168 0.262 0.262 -0.627 -0.627 0.309 0.309 0.247 0.247 0.000 0.109 -0.072 -0.330 -0.632 1.004 -0.613 -0.613 0.938 0.000 0.225 0.225 0.162 0.162 -0.636 -0.198 -0.627 -0.627 -0.159 -0.159 0.251 0.251 -0.442 0.168 -0.610 -0.610 0.000 0.000 -0.626 0.142 0.142 -0.631 -0.168 0.262 0.262 -0.627 -0.627 0.309 0.309 0.247 0.247 0.000 0.109 -0.072 -0.330 -0.632 1.004 -0.613 -0.613 0.938 0.000 0.225 0.225 0.162 0.162 -0.636 -0.198 -0.627 -0.627 -0.159 -0.159 11.27185236 8.86924157 2.35617199 0.03421572 6.53674454 7.00770233 9.97724715 9.34860822 10.08545294 7.42942097 6.73468388 0.03421572 1.03421572 11.99822382 6.67810008 10.01723755 6.79801032 8.21911914 11.35458390 12.76838911 5.43796674 11.33440587 12.15556170 -0.55067634 9.16695792 NA 1.25664839 9.00195055 10.12478873 0.63198896 NA 13.49572348 7.94113449 10.05383481 4.87554418 11.16395636 9.16266801 9.51671587 11.27105549 10.74992011 0.03421572 7.49094070 5.68768501 12.29575135 9.86976810 7.26626558 10.98868270 6.87973394 4.53674299 9.07590320 11.63709750 13.21663838 7.08590580 7.06766668 9.65140532 8.33192462 12.49205238 10.37779985 6.34167270 11.16919865 9.83783699 9.90871310 10.36142240 5.81560361 14.05925841 8.27900413 2.14971461 9.59585029 10.11328429 11.00554806 -0.55067634 8.27424023 11.44646101 11.10548290 13.77784181 8.63539563 9.30283287 10.12656071 9.85282613 9.67569369 14.98235266 9.76046215 6.87973394 10.34788287 6.52074438 5.07863972 11.11905245 10.97504703 0.03421572 7.87764181 10.49640542 8.93511082 8.23555092 8.61041327 5.90871205 7.24044409 6.60409950 5.67810008 9.61544462 1.90869764 3.97283967 9.58627273 2.97283967 9.28296237 10.57695345 10.53906302 14.11894171 11.75577051 10.77655344 10.52442633 6.26306258 0.77120949 -1.55088768 11.27959868 8.35316359 5.71606903 11.33878551 10.90460873 5.87554664 6.78467148 10.96399561 12.73323802 11.37705947 8.69839491 -1.55088768 7.94313719 9.41522459 10.25462239 8.33954585 11.26366375 TCGA-37-5819 64 0 NA 103 lung stage iiia t2 n2 m0 male 2010 NA NA 90 lung squamous cell carcinoma- not otherwise specified (nos) 45 1965 r0 white not hispanic or latino NA NA 1 4 3 1 3 3 1 3 2 2 0 0 0 0 4 0 0 0 0 4 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 4 0 0 5 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 2.209099e-05 5.826195e-06 12.6847290640394 21.0591133004926 39.5320197044335 7.01970443349754 19.7044334975369 1.4040857 10.6547240 1.9186534 0.9186915 7.3682218 -0.4033510 2.5967205 5.7858644 -1.4031602 3.4040857 5.3911491 2.8446669 9.2585104 2.6841904 13.7215806 -1.4031602 -1.4031602 7.5274700 1.1816751 0.5967444 8.1358909 10.1613582 7.1854473 5.6190990 9.8890540 -1.4031602 8.8195270 4.3780954 NA 12.9268789 0.5967444 4.7865545 11.6074352 13.6832405 10.2836704 11.7887168 9.5818626 5.7566044 3.7666588 11.3795258 8.3280515 8.0011925 3.1816910 -1.4031602 -0.4033510 10.3393238 4.0597619 9.8387155 10.7455266 8.9965441 10.5974506 5.5854163 NA 8.3229502 NA 2.4040857 9.3058160 5.8541204 9.2797269 -0.4033510 8.1416969 7.6735479 5.7865572 -1.4031602 3.7260137 9.0479435 -1.4031602 -1.4031602 8.7169703 5.1202939 4.0885826 -1.4031602 11.0975741 5.9655881 4.2405891 2.0561673 3.4547155 4.0229980 2.6841904 7.8936486 12.1265288 7.9782752 2.1817069 0.769310 -0.239450 0.057260 1.261200 -0.467250 0.428890 0.424230 -0.465650 -0.465650 0.340030 -0.454660 -0.093598 0.525070 -0.477840 0.450580 0.830630 0.580450 0.639430 0.236470 0.262980 -0.525180 0.873530 0.063401 0.063401 0.488930 0.892610 0.547040 0.430960 0.079049 0.150430 -0.542770 -0.475090 -0.363490 -0.939000 0.028656 0.452250 -0.493160 -0.493160 -0.493160 -0.467250 -0.456270 -0.444020 -1.016600 -0.151670 -0.262390 -0.536090 0.130630 -0.454660 -0.493270 -0.074779 -0.508020 -1.292900 -0.525300 -1.007000 -1.292900 0.374520 -0.494210 -0.012542 0.450580 0.437330 0.580450 -0.488990 -0.488990 -0.473930 -1.056000 -0.494000 -0.539030 -0.028985 -0.562540 -0.038681 -0.535890 0.063401 -0.575230 0.892610 -0.996860 -0.538590 0.350920 -0.786720 0.175920 0.115830 0.169140 -0.469 -0.469 0.000 0.437 0.000 0.576 -0.458 0.236 -0.520 0.457 0.000 -0.524 0.000 0.000 0.000 -0.575 0.591 -0.475 0.000 0.431 0.431 -0.514 -0.511 -0.171 0.000 -0.005 0.488 -0.502 -0.502 0.424 0.159 -0.538 -0.538 -0.463 -0.463 0.286 0.525 0.000 0.000 0.116 0.116 -0.469 -0.469 0.000 0.437 0.000 0.576 -0.458 0.236 -0.520 0.457 0.000 -0.524 0.000 0.000 0.000 -0.575 0.591 -0.475 0.000 0.431 0.431 -0.514 -0.511 -0.171 0.000 -0.005 0.488 -0.502 -0.502 0.424 0.159 -0.538 -0.538 -0.463 -0.463 0.286 0.525 0.000 0.000 0.116 0.116 9.0694232 7.1854473 5.8255516 NA 4.3780954 8.3415660 10.2691577 6.9586757 9.6715427 -1.4031602 9.6808764 -1.4031602 NA 11.0620436 0.9186915 10.2473352 7.3976319 9.0082432 10.9767387 12.9202093 11.2768720 10.3186859 10.6765504 1.7666376 6.9498792 -0.4033510 2.8446669 8.4359361 10.5736472 0.4527009 -1.4031602 12.9603880 9.3640891 9.7597529 5.2260885 9.1163687 7.1627861 9.0479435 11.5306073 11.3748094 0.5967444 6.7515508 5.9096147 11.7657177 10.1134173 8.5333702 9.0427817 6.2971712 4.5036222 11.5518372 12.3126943 14.0976986 10.4728655 4.6841960 10.7372425 9.5502012 12.2024433 10.6197936 5.5619401 10.7455266 9.2279093 10.4566552 9.7065630 3.2405891 14.6314593 10.3301714 4.0561673 9.8416906 10.9984118 11.0559077 1.5967444 8.9276491 10.6547240 11.5133582 13.0104865 8.8110513 9.6426010 8.9039330 11.0533434 9.5436386 14.9540437 3.4040857 6.2971712 9.9248462 8.2022120 5.6841960 10.4869966 11.1772264 6.7914885 7.8061855 10.3394628 9.8687787 7.6493000 10.2836704 5.9186605 7.8705281 6.2333570 4.0561673 8.5450996 7.1045264 3.5967324 5.4422236 0.1816751 8.4778461 0.1816751 9.8387155 13.1492813 10.3478578 9.3992487 11.4206966 5.5854163 0.1816751 -1.4031602 10.8687788 9.5625166 9.2206139 9.3058160 11.1847441 4.8821343 5.4547122 9.2797269 12.0923375 10.5775859 8.4422224 NA 8.3314419 9.0535282 8.6775498 7.9674200 7.2187841 TCGA-37-A5EL 53 1 1143 NA lung stage iib t3 n0 m0 male 2011 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 5 1 3 2 3 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0170571868 NA NA 7.3521564527 -1.5846739906 NA 6.9805063469 NA 10.1353350345 4.1968745347 NA 8.0209982675 4.1704058197 1.5854433189 NA NA 1.2228663718 2.5323917730 -1.5846739906 5.4489405851 11.4896599363 4.9853729137 1.4155423542 8.1142233314 -1.5846739906 10.8721295539 NA NA NA -1.5846739906 6.4923339145 NA 15.9523645674 11.1243868157 11.3394030433 11.1447143182 2.0004687997 NA 11.4213184622 -1.5846739906 7.5027960097 NA NA NA 11.7784964853 1.0005048549 11.0848465138 12.8853637602 12.4228962055 10.3881429235 3.4599168072 NA 9.3050224836 NA 0.0004327436 9.6225328817 3.3224041057 10.7567592863 NA 8.5576256726 2.5854433189 -1.5846739906 -1.5846739906 -0.5844576458 5.5029797448 2.1159654316 NA 8.6598824697 4.0302301238 NA NA 10.9532222352 -1.0785636692 2.8078288726 0.4155423542 0.0004327436 3.2228663718 -0.5844576458 5.6539227384 NA 5.7642479464 0.4155423542 1.7443000 1.5323000 0.8583800 2.9774000 0.3301100 1.0147000 0.1345000 3.6569000 -0.0620920 2.2895000 0.8878600 0.2621600 0.2621600 -0.5580700 -0.0235660 0.1548700 0.1548700 0.3822100 -0.5702100 0.3052100 0.8840600 0.4900900 0.7894900 0.7894900 0.3662500 -0.5854900 0.2006000 0.2006000 -0.1301800 -0.1899900 -0.5884500 -0.5767300 0.7769500 -1.1874000 -0.1497800 -0.4397300 -0.4397300 -0.4397300 0.9704900 -0.5211900 -0.5716000 -0.5576700 -0.5576700 -0.5855900 -0.5855900 -0.6559400 -0.5788100 0.0771420 0.8878600 0.3042500 -0.5580700 -0.5580700 -0.5580700 1.5162000 0.0062481 0.0062481 0.0062481 -0.0235660 -0.0235660 -0.0235660 -0.1229100 0.3503900 0.3503900 -0.0278080 0.4131200 0.0000000 0.2823200 -0.5838200 -0.5797900 0.4900900 0.4900900 -1.0926000 -0.4925600 -0.5854900 -0.5681300 -0.5681300 -0.1541400 1.2003000 1.1419000 -0.8945800 -0.1899900 0.000 0.000 0.000 0.000 0.155 0.155 0.350 -0.570 0.000 0.282 0.282 -0.145 0.345 0.789 0.000 0.366 -0.219 -0.551 -0.106 0.201 0.939 -0.568 -0.130 0.776 0.000 0.500 0.939 -0.521 -0.521 0.135 -0.451 3.501 3.657 2.212 0.811 0.262 0.262 -0.558 0.117 -0.190 -0.190 0.000 0.000 0.000 0.000 0.155 0.155 0.350 -0.570 0.000 0.282 0.282 -0.145 0.345 0.789 0.000 0.366 -0.219 -0.551 -0.106 0.201 0.939 -0.568 -0.130 0.776 0.000 0.500 0.939 -0.521 -0.521 0.135 -0.451 3.501 3.657 2.212 0.811 0.262 0.262 -0.558 0.117 -0.190 -0.190 7.3373597 7.4406582 0.7374272 7.9173554 7.8522299 8.7306681 10.8021893 7.0042328 9.6616652 5.5344601 7.8312604 NA NA 10.2268932 NA 12.0630916 6.8375838 10.1940064 10.9195081 14.2545254 2.9390761 9.8121232 10.9875080 -0.5209764 9.4183335 2.0004688 3.5029797 8.9233132 9.3521565 NA NA 13.6391809 8.2843411 10.4640053 3.3697177 10.3031199 9.4034929 10.553790 12.136938 9.858980 3.415515 8.995777 8.234101 10.953222 9.156986 8.976806 10.040771 6.437887 12.730778 9.078187 11.643134 13.654595 12.254427 3.585443 10.029308 8.640726 13.623029 9.497667 6.172875 12.885364 10.184530 9.686982 9.851710 8.795980 12.738530 10.273499 4.059373 10.048059 10.7069770089 10.0879438362 2.0004687997 8.3194002636 11.0170571868 11.4552943380 13.8365964416 8.7317999624 8.7306681439 8.2292995087 10.1085698016 9.5690704547 13.9014106683 10.1353350345 6.4378868701 11.7916438560 8.6740845476 3.5029797448 5.0302301238 11.9734607478 -1.5846739906 6.0879443664 11.1976976546 7.6869815788 9.2866536301 11.1243868157 8.3536276437 3.3697177294 4.9701081920 4.8078340233 7.9681875430 NA 4.9233108446 6.9507938237 2.4155153129 9.4020717279 3.6634470960 11.0848465138 11.9870341220 9.7095648031 10.3809420636 11.6447879600 3.4599168072 4.1434424003 0.0004327436 8.8831240713 9.2758295534 7.0808548267 9.6225328817 11.0400854960 5.3224077113 6.9546767409 10.7567592863 11.4331968626 9.4829529247 8.5537901603 8.0135711278 5.7818396577 9.8030350282 9.2602242388 6.5292603100 10.7329310631 TCGA-37-A5EM 49 0 NA 867 lung stage ii t2 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA NA 2 2 5 3 2 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.09881451 11.91033868 NA NA 7.82602216 NA 1.22311359 3.98867560 0.90118549 10.92704161 5.69562641 -0.09881451 12.52200247 7.24550612 4.14913740 NA 0.48614799 0.48614799 1.71268381 -0.09881451 8.34000183 11.31139622 9.30315605 3.22314449 8.09842640 2.90120481 9.27407502 3.48617374 NA NA 1.22311359 10.25214904 NA 14.54897720 10.91173801 10.92461776 11.93995747 7.12037890 NA 11.16007032 2.22314449 9.16158843 3.07112766 NA 6.56654576 11.18795247 5.26051877 10.84994212 11.82578122 11.58134965 9.79092676 3.48617374 NA 10.32222280 NA 3.90121446 10.74120101 5.82007427 10.53874049 NA 10.23492434 7.13961479 0.48614799 NA NA 7.13482981 NA 0.90118549 8.95377798 5.07113624 1.90122412 3.07112766 10.73251716 1.67310410 4.75919313 3.11766180 NA 1.22311359 NA 9.99858366 0.90118549 9.37085172 2.17622702 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.60164972 7.36881548 -0.09881451 7.79299392 9.17733432 10.08546542 10.25325339 8.74356041 10.04714205 1.90122412 6.50853958 NA 1.48614799 13.01966439 0.90118549 11.10578106 9.37997958 8.98468931 10.76472640 14.46970048 4.03049500 10.80997781 11.92894316 -1.09881451 12.85649655 NA 2.36064520 9.01104048 9.72456126 -0.77694821 2.36064520 15.10484468 8.47106550 10.69074358 6.46345244 9.83931923 9.70856490 10.455799 11.706752 10.243840 -1.098815 8.137224 8.629130 11.356537 8.608569 11.617601 10.436485 6.100883 10.792204 6.276249 10.304222 13.978610 11.457476 8.170337 9.534205 6.866994 13.302489 11.057293 6.041784 11.825781 11.014301 9.722187 10.566546 7.537834 13.168639 12.899095 3.988676 10.501123 11.151508 11.762297 -1.098815 8.972672 11.910339 10.512235 13.091265 9.887763 10.118089 8.265345 10.291373 9.895563 15.320693 10.927042 6.100883 10.841156 8.537835 7.814099 7.416910 12.195831 NA 8.442307 11.509696 9.662761 9.001872 10.911738 7.344154 7.125212 7.478639 4.186611 9.021448 3.360645 3.424774 8.103334 1.223114 9.026623 3.223144 10.849942 13.128600 10.466312 10.873472 11.027269 3.486174 0.486148 NA 12.970408 9.486172 4.186611 10.741201 11.247447 6.783853 6.515919 10.538740 11.540777 9.833425 9.524177 6.983358 8.571866 9.218136 9.391058 7.555846 10.360642 TCGA-37-A5EN 59 0 NA 660 lung stage iiib t4 n2 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 5 2 3 2 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.160682 0.514602 0.514602 7.936638 7.315473 0.514602 4.932765 0.514602 3.099531 5.069161 NA 8.235672 3.762498 3.321928 NA 1.099565 5.704399 3.193772 0.514602 7.457088 11.380693 9.410906 8.129283 8.421464 NA 10.098596 2.099531 5.602035 0.514602 -0.485398 6.580663 -0.485398 13.824689 10.244194 10.740985 11.121441 5.536942 4.940839 10.754768 1.514552 7.221932 2.684505 NA 7.076816 11.552535 3.602041 11.167866 13.302873 10.567820 10.285113 4.468772 NA 9.493284 1.099565 3.836500 10.251820 4.558966 10.798819 2.099531 9.451211 5.514574 2.684505 -0.485398 NA 5.990306 -0.485398 -0.485398 8.604686 6.790698 -0.485398 4.762503 10.536941 3.502802 4.558966 NA 8.809469 7.809194 3.099531 8.030273 3.321928 8.740985 2.490929 0.514150 0.858330 -0.146600 3.656900 -0.439650 -0.339980 -0.450100 0.000000 0.000000 0.377220 0.316540 2.284900 0.097358 1.571400 0.017626 -0.360820 0.467370 0.222790 -0.204140 -0.051487 0.226800 0.372610 0.065618 0.065618 0.508060 3.537600 0.212800 0.212800 0.281490 0.170570 -0.510050 -0.492800 -0.106870 -0.025793 -0.146600 -0.492800 -0.425290 -0.425290 1.841800 -0.740570 -0.439650 -0.439650 -0.439650 -0.450100 -0.450100 -0.383160 0.000000 0.377220 0.331850 -0.551890 -0.462300 -1.292900 0.600110 0.051918 -0.104020 -0.104020 -0.104020 -0.215680 -0.163120 -0.163120 -0.281470 0.222790 0.222790 -0.359020 -0.705340 0.226800 0.136090 -0.334590 -0.508700 0.372610 0.372610 0.065618 -0.479790 -0.581980 -0.498740 -0.498740 0.281490 0.020445 0.020445 0.020445 0.170570 -0.104 -0.104 0.000 0.000 -0.281 -0.281 0.223 -0.235 0.227 0.136 0.136 -0.509 0.373 0.000 0.000 -0.460 -0.460 -0.465 0.049 0.213 0.213 -0.499 0.281 0.858 -0.121 -0.425 -0.425 -0.440 -0.440 -0.450 -0.450 0.000 0.000 0.317 0.317 -0.552 0.000 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 -0.281 -0.281 0.223 -0.235 0.227 0.136 0.136 -0.509 0.373 0.000 0.000 -0.460 -0.460 -0.465 0.049 0.213 0.213 -0.499 0.281 0.858 -0.121 -0.425 -0.425 -0.440 -0.440 -0.450 -0.450 0.000 0.000 0.317 0.317 -0.552 0.000 0.000 0.000 0.000 0.000 9.628315 7.752978 2.099531 7.965784 7.114486 9.467314 10.531381 7.320833 9.162031 2.099531 6.269461 NA 3.421466 11.200636 -0.485398 11.494713 6.099535 9.582008 11.118450 14.746357 4.974006 9.960623 11.415063 -0.485398 12.400460 NA 5.743391 8.350624 11.177233 1.370555 4.602035 14.714514 8.022368 9.853310 3.684493 10.692616 8.575269 10.018399 11.892326 9.746994 0.514602 10.998389 10.361631 11.506449 9.804592 8.381852 10.473126 8.878708 10.041053 9.093889 12.204353 14.325797 11.394539 5.491853 10.088220 7.256040 12.719450 10.934533 5.388386 13.302873 10.651564 9.112626 10.698209 6.228819 13.766647 14.426808 4.099539 12.203916 10.879255 9.893952 2.321928 9.154818 11.160682 10.689499 13.722195 9.531381 9.847192 8.604686 10.041072 10.356138 14.178743 3.099531 8.878708 11.679166 7.520197 5.836502 7.664320 11.424841 1.514552 7.201074 11.369442 8.620482 7.649000 10.244194 8.628315 6.228819 6.752977 1.514552 8.767239 1.836490 4.468772 9.808045 1.099565 9.722808 3.602041 11.167866 13.473398 9.786036 10.426714 11.101882 4.468772 5.129283 5.242492 10.033226 9.209802 5.602035 10.251820 11.051306 8.666858 6.457087 10.798819 12.382624 10.044980 8.356923 5.069161 7.276124 9.858125 9.427462 8.418455 10.508927 TCGA-39-5011 70 0 NA 4053 lung stage ia t1b n0 m0 female 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 45 NA r0 white not hispanic or latino 4 3 2 4 2 1 4 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6826421 -1.3936525 NA 7.3479615 -0.3934630 NA 7.6725569 NA 10.9094190 2.1914679 NA 7.7839143 2.6939664 2.4138378 3.5133897 NA -1.3936525 -1.3936525 -1.3936525 7.6779571 9.9125563 8.4566813 2.0659169 8.0390364 2.4138378 8.2521531 -1.3936525 -1.3936525 NA 0.1914363 7.2682725 1.1914363 16.5391534 8.7189342 8.7536995 7.7254358 2.6939664 -0.3934630 10.8918968 0.6065370 9.7773209 2.3069330 NA -0.3934630 9.9055708 4.2512192 10.2017521 11.3211694 9.4699065 9.0755463 2.1914679 NA 8.2045472 NA 2.1914679 8.6846455 6.2431188 10.6274745 NA 6.6008481 7.8988160 3.6064896 NA 0.6065370 7.4234782 NA NA 9.2539529 6.7814200 NA -1.3936525 11.6695525 -1.3936525 6.2859755 -1.3936525 1.6064896 -1.3936525 NA 9.0781698 NA 7.0781700 3.3069330 0.0000000 0.2443500 0.2730000 0.0896700 0.0934750 0.8325500 0.3543000 0.0807450 0.0807450 -0.1424500 1.1279000 -0.1209500 0.5507100 0.5121100 0.3070600 -0.1682800 0.2945300 0.3013800 0.1784500 0.1468200 -0.1407800 0.0788710 -0.1465700 2.3424000 0.3688700 -0.0136770 0.0417410 0.7045700 -0.1440000 0.2623200 0.0000000 0.0000000 -0.1308300 -0.4850200 0.2942100 -0.1186100 -0.1541300 -0.1557400 0.3079300 0.0934750 0.0934750 -0.1091500 -0.1091500 0.8046100 -0.1051300 -0.1083300 0.0807450 0.3162600 0.2831100 -0.1209500 -0.2108200 -0.1416400 -0.1444200 -0.1431000 -0.1256400 -0.0932710 -0.6197800 -0.1565600 0.3177100 0.7391000 0.2945300 0.0258120 -0.1478000 0.1784500 -0.1331600 -0.8696300 -0.1227800 -0.1416800 -0.0683540 0.0866610 0.0788710 0.2896100 -0.1447200 -0.0136770 0.0011093 0.0011093 -0.1440000 0.0095883 0.0095883 0.0095883 0.0095883 0.000 0.000 -0.142 0.161 -0.148 0.147 -0.145 0.178 -0.141 -0.142 -0.142 0.000 0.000 -0.114 -0.114 -0.125 0.000 0.000 0.000 0.000 0.420 0.000 -0.144 0.244 0.244 -0.101 -0.101 0.000 0.000 0.249 -0.105 0.000 0.000 0.316 0.316 -0.121 -0.121 -0.142 -0.142 0.000 0.000 0.000 0.000 -0.142 0.161 -0.148 0.147 -0.145 0.178 -0.141 -0.142 -0.142 0.000 0.000 -0.114 -0.114 -0.125 0.000 0.000 0.000 0.000 0.420 0.000 -0.144 0.244 0.244 -0.101 -0.101 0.000 0.000 0.249 -0.105 0.000 0.000 0.316 0.316 -0.121 -0.121 -0.142 -0.142 0.000 0.000 6.250351 8.653619 -1.393653 NA 7.164915 9.355526 10.160124 8.705842 10.894207 -0.393463 7.513385 NA 2.606490 12.428368 0.606537 10.911416 7.820814 8.550474 10.971967 12.921219 5.513387 11.798479 10.968712 NA 10.157241 NA 12.110444 9.293870 9.687971 NA -1.393653 13.258779 6.776420 10.019594 2.306933 11.926449 9.492191 9.672584 11.883782 9.567220 NA 4.334418 6.413850 12.111314 8.818383 7.417066 10.545339 6.693958 7.717631 10.865944 14.640735 12.867267 9.635782 6.830496 9.374679 10.573721 12.534735 10.573000 5.142083 11.321169 11.132015 10.242213 10.122194 5.476858 14.080084 9.713058 0.606537 9.523867 11.650547 12.644299 1.413865 8.120222 10.682642 11.417267 12.517041 7.953009 8.926945 8.575161 9.709126 9.461363 16.587784 10.909419 6.693958 9.844302 6.278920 4.946343 8.765104 10.052544 NA 8.576600 10.435821 9.144683 9.782668 8.718934 8.567944 7.377984 7.498278 3.776420 8.854422 NA 5.082230 8.210121 NA 8.642668 1.413865 10.201752 13.038057 11.358039 9.957986 10.684312 2.191468 NA NA 9.323314 10.201752 8.268273 8.684646 11.150251 5.919378 5.937410 10.627475 12.634832 11.012168 9.408203 -1.393653 10.389902 10.357947 9.513385 5.928422 10.031710 TCGA-39-5016 44 0 NA 3850 lung stage iia t2a n1 m0 male 2003 NA no NA lung basaloid squamous cell carcinoma 40 NA r0 white NA 2 2 5 2 3 1 2 2 NA NA NA NA 0 4 0 0 0 0 7 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 6 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 4 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 9.883723e-06 3.84945e-06 20.0495049504951 20.2970297029703 31.9306930693069 7.42574257425743 20.2970297029703 -1.4856000 10.7553645 NA -0.4853980 7.9133167 8.5018372 0.8364897 1.9740153 0.5146020 10.5830156 2.5145768 -1.4856000 2.6845046 3.0995309 1.8364897 2.0995309 NA -1.4856000 1.8364897 -1.4856000 7.1799091 10.4512111 9.8257538 6.1292830 8.3203172 1.6845046 11.6541245 NA NA NA -1.4856000 8.9324256 2.9068906 15.4501400 10.0444917 12.4155343 11.7480431 4.3972143 NA 12.5753535 1.3219281 9.4316917 2.6020292 NA 8.6870008 9.9880355 3.6446754 11.5776311 14.4457844 11.2862690 9.5112796 5.8808961 -1.4856000 10.1000052 -1.4856000 1.0995645 10.1347930 6.3089888 10.9205124 NA 9.0054241 5.8982785 2.8365099 -1.4856000 -1.4856000 3.6020411 NA 0.8364897 8.9595879 4.9408386 NA -1.4856000 11.2303207 NA 5.6020352 NA 0.8364897 -0.4853980 0.0994972 8.4947128 -0.4853980 7.3569238 3.9740061 0.3897300 0.4388500 0.4868200 2.0225000 1.7529000 0.5221000 0.3962900 -0.3146700 -0.3146700 0.3931300 1.1902000 0.3928000 0.1970300 -0.2845300 -0.1832500 0.0616510 0.0616510 -0.3191400 -0.2914200 -0.2914200 -0.2980400 0.5928700 0.4178100 -0.3078000 0.3052100 0.3052100 0.4124500 1.2001000 0.7827300 0.0132460 -0.3096300 -0.2961500 0.4388500 -0.0069195 0.5182100 -0.2918900 -0.2918900 -0.2918900 0.1550200 -0.3193700 0.0000000 -0.0146410 -0.0219210 -0.3210000 -0.3210000 -0.3146700 -0.2790800 1.2259000 0.0265140 -0.3579500 -0.2845300 -0.2845300 -0.2845300 0.4444300 0.1153600 0.1153600 -0.3039200 -0.0615550 -0.1832500 -0.1832500 0.0407510 -0.3285500 0.0365120 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9.8005533 NA -1.4856000 15.4353214 7.9004357 10.8421258 3.3725482 11.1743461 8.6073303 10.338736 11.367493 10.484319 -1.485600 9.491853 7.757747 11.478011 9.754768 8.794184 11.337542 8.347463 11.317693 9.889613 12.873499 13.751297 11.356334 6.953365 10.288372 9.161132 12.868478 10.755066 4.807906 14.445784 10.729803 10.100475 9.854423 7.462941 14.226592 12.807614 0.514602 11.211106 12.0899943 10.6518846 0.0994972 9.0183988 10.7553645 12.2057714 14.4112126 9.2975713 9.0221100 8.4467880 10.3537731 10.6283153 15.6016838 10.5830156 8.3474633 11.0273137 5.7906965 5.8808961 6.5967220 13.0042330 NA 8.0653197 11.7835537 8.8950342 7.3347524 10.0444917 8.8644072 6.5424794 7.4975669 5.4093909 8.8432481 2.9068906 6.7385747 7.9533648 0.5146020 9.0440036 3.4687658 11.5776311 13.3332552 10.6769645 10.8043039 11.3075668 5.8808961 2.3219281 NA 9.6086509 9.2019489 2.5145768 10.1347930 11.1265201 10.1457502 6.5201975 10.9205124 12.3296562 10.7016159 9.3331554 -1.4856000 5.7043989 9.7699441 9.9361121 6.4570870 10.5695166 TCGA-39-5019 70 0 NA 3387 lung stage ib t2a n0 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 white not hispanic or latino NA NA 5 2 2 5 2 2 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5.375358e-06 2.011424e-06 15.962441314554 22.5352112676056 30.9859154929577 6.10328638497653 24.4131455399061 NA 11.156990071 NA 2.580820836 8.715247156 1.455281185 2.317796075 5.078007732 -0.004189894 3.610570148 6.710103853 0.580820836 10.609647676 7.536955080 4.723776970 0.803227036 1.696305473 1.902729639 1.696305473 -0.004189894 7.907250022 11.499311303 9.127715038 4.639712596 8.603188649 3.422125333 10.546124013 2.317796075 6.799988709 -1.004045212 1.902729639 6.276628795 0.317767139 14.470650067 10.241707927 11.652729911 11.256336732 6.636102546 NA 10.780493017 3.353407987 9.458728543 3.723776970 -2.004045212 2.639718383 10.602385984 5.158450137 11.359445453 13.562256582 10.197063199 9.864831189 4.654068863 NA 11.057735642 0.803227036 7.447069171 10.523090847 5.195528711 10.663635040 3.205314308 9.573287037 6.438801831 6.657635718 -1.004045212 -2.004045212 7.260300465 2.950057757 NA 9.277208811 4.816036444 NA 0.580820836 8.708385220 -0.463151350 6.170784351 1.317767139 1.995846278 NA 5.757410012 8.910990734 0.317767139 7.764042217 2.909945872 -0.015191 0.372980 0.230710 3.656900 0.408110 -0.042756 -0.042756 0.131990 0.131990 0.712080 0.712080 1.301000 1.296600 -0.072274 -0.108800 0.352670 0.352670 -0.060614 0.653510 -0.094460 0.098706 0.703720 0.160400 0.160400 0.155020 0.155020 0.283580 0.283580 0.204880 0.127410 -0.015191 -0.015191 0.372980 0.230710 0.230710 -0.230430 -0.230430 -0.230430 -0.230430 -0.255150 -0.245940 -0.245940 -0.245940 -0.042756 -0.013815 0.131990 0.170310 0.712080 0.890910 -0.473740 0.674560 -0.822770 -0.829200 -0.117300 -0.155790 -0.155790 -0.155790 -0.108800 -0.108800 -0.108800 0.263260 -0.060614 -0.060614 0.647440 0.098706 0.098706 0.000000 -0.240820 -0.096968 0.570410 0.703720 0.160400 -0.186470 0.155020 -0.225520 -0.225520 0.865720 0.112280 0.114720 0.127410 0.127410 -0.156 -0.156 -0.109 -0.109 0.353 0.353 0.000 0.000 0.000 0.000 -0.241 0.000 0.570 0.160 0.160 0.155 0.155 0.000 0.000 0.284 0.284 -0.226 0.205 0.373 0.231 0.372 0.602 -0.246 -0.246 0.000 0.000 0.132 0.132 0.712 0.712 0.395 0.395 -0.136 -0.136 0.127 0.127 -0.156 -0.156 -0.109 -0.109 0.353 0.353 0.000 0.000 0.000 0.000 -0.241 0.000 0.570 0.160 0.160 0.155 0.155 0.000 0.000 0.284 0.284 -0.226 0.205 0.373 0.231 0.372 0.602 -0.246 -0.246 0.000 0.000 0.132 0.132 0.712 0.712 0.395 0.395 -0.136 -0.136 0.127 0.127 9.2246768 8.3523101 0.9958824 7.0646361 7.1732774 9.8526728 10.0548646 8.4825527 9.8172336 2.1657833 6.6215669 -0.4192756 0.5808208 12.5064369 -1.0040452 10.3423304 8.5301609 8.5676109 11.5180241 14.3254619 5.2342637 10.8872622 11.0171852 -2.0040452 10.4736165 0.5808208 2.7507351 9.1122020 9.8978414 5.1122039 2.0833155 15.4586720 8.1043828 10.0241096 5.7706441 10.5791761 9.4330901 10.242895655 11.718238827 10.038885527 -0.004189894 9.629761684 8.503652843 11.256924727 9.023073174 7.308741290 10.956584233 7.453239351 10.837007756 9.248523688 10.770439420 14.140098199 11.807232908 10.607344186 10.938189400 9.344033092 12.880362642 11.655965568 4.066028897 13.562256582 11.617337791 10.249705701 10.193689210 7.219859687 13.821503979 13.173667019 1.165751184 11.415028377 11.1651569 10.7381676 1.3177671 9.9652448 11.1569901 11.0592533 15.3103431 9.3517599 9.0784399 8.3698111 9.8623644 10.5680848 15.2693169 3.6105701 7.4532394 10.7619729 7.8460451 6.0347770 9.6643001 11.7637323 -0.4192756 8.1147991 11.3461068 9.4583605 9.3401541 10.2417079 7.4263109 7.4284004 7.0592536 6.3177870 8.6638566 1.4552812 3.8784997 7.7237783 -2.0040452 9.1334898 5.9206696 11.3594455 13.8340527 12.0694141 10.6895629 11.1467161 4.6540689 1.1657512 2.6397184 11.4954550 10.0361479 5.5957722 10.5230908 11.7283436 6.1405169 5.8224064 10.6636350 12.3814510 10.7945325 9.1538367 1.6963055 9.2858770 9.5711138 9.4872104 6.9236365 10.4202870 TCGA-39-5021 70 1 2086 NA lung stage ib t2a n0 m0 male 2004 2057 no NA lung squamous cell carcinoma- not otherwise specified (nos) 114 1947 r0 white not hispanic or latino 2 2 5 4 2 3 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 4.057528e-06 1.525908e-06 11.7283950617284 27.1604938271605 31.4814814814815 8.02469135802469 21.6049382716049 -0.95232202 11.25956592 NA NA 7.85824899 0.04767798 0.63264048 4.53953107 -0.95232202 10.37915447 4.85503290 3.21760298 9.89942671 4.29560549 3.80256548 NA 2.63264048 3.57123993 NA 1.36960607 7.61373201 11.05575605 8.40742711 6.82903769 8.31680420 1.85503290 8.42705592 2.21760298 -0.95232202 NA -0.95232202 6.51528353 1.85503290 14.60552510 10.04132362 11.39640575 10.55992424 7.95757048 2.36960607 11.27469182 2.50710959 9.28803966 3.13514082 -0.95232202 10.51375404 9.90405652 4.93130012 10.81005969 13.40708403 10.52239753 10.00037514 4.47394273 NA 10.71700564 0.04767798 6.13514082 10.30977248 5.74811769 10.27408982 NA 9.53852846 7.73417782 4.72010332 -0.95232202 -0.95232202 6.72010332 0.63264048 NA 9.16402168 5.76192349 NA -0.95232202 11.08933680 -0.95232202 5.42271741 0.04767798 6.55436169 4.77559843 2.95456857 9.10296015 0.63264048 7.43999540 3.04767798 0.18289000 0.07892900 0.52178000 2.01290000 -0.26680000 0.40567000 0.45265000 0.13610000 0.25080000 0.09628600 0.09020000 -0.17618000 -0.01870900 1.05560000 -0.14317000 0.53985000 -0.05584800 0.13590000 -0.26283000 -0.29286000 -0.17203000 0.07274200 0.34590000 0.36992000 0.07676900 0.07676900 0.56835000 0.56835000 0.18774000 0.10211000 0.02671200 0.18289000 0.12364000 0.05856800 0.00000000 -0.28020000 -0.26728000 -0.26728000 0.23433000 -0.13287000 -0.25649000 -0.27996000 -0.29468000 -0.28234000 -0.28234000 0.14376000 -0.23516000 0.09628600 0.08109200 -0.17618000 0.01062000 -0.12532000 -0.24832000 0.05258300 -0.15715000 -0.15715000 -0.19870000 0.03501700 -0.14317000 -0.15306000 -0.05342100 0.12733000 0.14747000 0.41905000 -0.17203000 -0.17203000 -0.31033000 -0.00666120 0.07274200 0.07274200 0.07274200 0.54802000 -0.33140000 0.07676900 0.03713400 -0.01375900 0.14580000 -0.17994000 -0.17994000 0.00088848 0.10211000 -0.170 -0.170 -0.143 -0.143 0.573 0.000 0.000 -0.293 -0.172 -0.304 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.183 0.183 0.426 -0.142 0.000 0.188 0.000 0.000 0.858 1.125 -0.160 -0.160 0.397 0.114 -0.102 -0.238 0.000 0.000 -0.128 0.000 0.000 0.000 -0.180 0.000 -0.170 -0.170 -0.143 -0.143 0.573 0.000 0.000 -0.293 -0.172 -0.304 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.183 0.183 0.426 -0.142 0.000 0.188 0.000 0.000 0.858 1.125 -0.160 -0.160 0.397 0.114 -0.102 -0.238 0.000 0.000 -0.128 0.000 0.000 0.000 -0.180 0.000 9.37859442 8.80423397 1.85503290 0.04767798 5.94249574 9.38195083 9.80673359 8.60609832 9.90488115 1.04767798 6.71301389 NA 1.36960607 12.74833407 -0.95232202 10.47708431 8.89630061 8.64386737 11.40757263 14.78217556 4.47394273 10.87858887 11.56805073 0.63264048 7.60226683 NA 1.85503290 9.21760273 10.17243864 NA 4.09207209 13.26123755 7.25224912 10.89277556 4.69153416 9.42597241 9.84128097 9.226343 11.448290 10.033519 NA 9.560418 6.842094 11.577108 8.878985 8.956070 10.329608 8.680673 8.671559 8.770485 12.415911 12.996045 11.123825 9.144393 11.068310 7.684302 12.664226 11.669272 5.503991 13.407084 11.035652 10.703208 10.845744 5.617534 13.490787 13.984040 5.092072 10.544032 10.964677 10.498373 1.047678 8.858249 11.259566 11.385021 14.013638 8.802565 9.827906 9.215096 10.670645 10.839247 15.588971 10.379154 8.680673 10.099566 6.893168 6.647591 10.018502 11.019221 NA 8.036362 10.826165 9.249801 8.239970 10.041324 7.314465 8.358290 7.187229 5.047678 8.869452 1.632640 6.024958 8.380833 -0.952322 9.737676 3.369606 10.810060 13.376353 11.579059 9.730672 11.538027 4.473943 NA -0.952322 11.077310 8.765354 4.047678 10.309772 11.356301 9.797547 4.439995 10.274090 12.364949 11.021016 8.608010 2.507110 6.547524 9.336255 10.173737 6.960567 9.853422 TCGA-39-5022 76 1 1679 NA lung stage ib t2a n0 m0 male 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1996 r0 white not hispanic or latino NA NA 2 4 1 2 4 2 3 1 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 8.878011e-06 2.427581e-06 4.57317073170732 70.4268292682927 9.14634146341463 4.26829268292683 11.5853658536585 -0.2152448 11.3748547 0.1997509 -0.2152448 7.1186359 1.6591939 6.2276795 4.9408339 1.1997509 10.4110530 6.9378658 2.7233401 10.5693704 9.5931634 11.2933557 2.1066498 0.5216538 1.9002196 NA -0.8001235 8.8400181 10.7835610 9.7624925 6.5485014 9.5290088 3.6592053 8.7610612 2.5217041 1.7847552 NA 5.1884563 7.9712625 3.7847343 16.9646050 9.6197332 10.6991207 10.3929904 6.5351634 3.7847343 11.5457327 3.2872359 9.5709126 6.5748130 -0.2152448 3.6260419 10.2763649 4.2878712 10.4556868 11.8590142 10.4294932 11.2694780 5.2221399 -0.8001235 9.8588771 -1.8003748 3.5217041 10.4989811 7.2304403 9.4465137 7.2951702 8.7950305 8.4712362 7.4618682 1.5217041 4.0824131 7.5194452 1.5217041 NA 9.1444852 6.0762897 -0.8001235 0.5216538 9.7335894 -1.2542894 6.8291303 4.1354692 6.4970566 5.9479653 1.7847552 10.0231403 0.5216538 6.7996857 2.7327034 0.13935000 0.03031000 -0.04549900 0.88466000 -0.09287400 0.50724000 0.50724000 0.10643000 0.10643000 0.00527490 0.00527490 0.09636100 0.10264000 -0.01037000 -0.11574000 -0.01642900 -0.01642900 -0.12317000 0.01014600 0.01014600 -0.03245000 0.18753000 0.04403500 0.06036500 0.07464500 0.07464500 0.08999600 0.08999600 0.05965100 0.01866300 0.13935000 0.13935000 0.03031000 -0.04549900 -0.04549900 -0.15285000 -0.15285000 -0.15285000 0.30314000 -0.09287400 -0.09287400 -0.09287400 -0.05967400 0.00597000 0.00597000 0.10643000 0.00000000 0.00527490 0.00527490 0.09636100 -0.01037000 -0.01037000 -0.01037000 -0.01037000 -0.04766600 -0.09874500 -0.09874500 -0.11574000 -0.11574000 -0.11574000 -0.01642900 -0.14890000 -0.12317000 0.01014600 -0.03245000 -0.03245000 -0.01119800 -0.01119800 -0.00015266 -0.00015266 0.18753000 0.05053400 0.07464500 0.07464500 -0.01285100 -0.01096800 0.07728600 0.01140000 0.01140000 0.01140000 0.00792920 0.000 0.000 -0.116 -0.116 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.303 0.000 0.000 0.501 0.000 0.106 0.000 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 -0.116 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.303 0.000 0.000 0.501 0.000 0.106 0.000 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 8.8327682 7.7639227 3.1066666 3.9002099 7.8526181 9.5284481 10.2475787 8.6724639 10.6504688 1.5217041 7.2193641 NA 1.6591939 12.2458739 1.1997509 10.7957299 7.2082022 8.6006526 10.8783622 14.0872555 6.9140191 11.7947974 11.0314762 0.7847552 8.4201514 -0.2152448 9.5340464 8.9671300 9.1983564 0.4232016 2.1066498 13.8359162 7.8472315 10.6830851 8.7184264 11.1277362 9.6540724 9.952990 11.949014 10.413789 -1.800375 7.814483 8.748595 11.384339 9.485753 8.198364 10.276589 6.409226 9.198364 8.887149 12.851273 13.770874 10.569370 8.137883 10.430694 10.351741 13.325590 10.787082 5.272199 11.859014 11.817011 11.170598 10.523954 5.927693 14.033122 11.295170 1.199751 10.238006 11.3902151 12.2738309 2.8436221 9.4399682 11.3748547 10.8247970 14.5712766 8.5295695 9.0544388 8.8730820 10.1759756 9.3251865 17.7537941 10.4110530 6.4092263 10.9189480 7.7194094 7.6896214 11.9233274 11.2108256 -0.8001235 9.6509842 10.7665407 9.8539615 9.3684451 9.6197332 8.6966268 10.8573148 8.7968946 6.6632976 9.4571609 1.7847552 5.0326651 8.0991300 1.1997509 9.2938507 5.7311534 10.4556868 13.0233394 10.9086414 10.6239394 10.9782609 5.2221399 -1.8003748 8.1684400 11.9833852 10.3161170 6.6632976 10.4989811 11.2268151 8.4909439 6.0263220 9.4465137 12.5707329 10.8268509 9.9492235 0.5216538 7.9378652 10.8840812 9.8254820 7.8199932 10.6460810 TCGA-39-5024 65 0 NA 2510 lung stage iiia t2a n2 m0 female 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1964 r0 white not hispanic or latino NA NA 2 4 2 1 1 1 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 6.311711e-06 2.323542e-06 7.48031496062992 40.5511811023622 20.8661417322835 7.48031496062992 23.6220472440945 NA 11.4959568 NA 0.7714631 6.1464821 -0.8134994 2.6459091 4.7714419 NA 3.0933742 4.5958736 NA 6.7449011 2.8869208 5.3157618 NA 0.5084287 0.5084287 0.2671163 -0.8134994 7.7770672 10.9105679 6.6001077 5.3564044 8.2390486 0.1865006 13.1947777 0.5084287 NA 0.1865006 1.5084287 7.7695635 2.5787938 15.7678641 11.2982682 12.0272584 12.1361248 5.5352100 0.5084287 11.5187968 3.6459091 8.4819282 5.1864807 NA 2.8869208 10.6052501 3.1864847 10.5645043 13.4232059 10.9847497 10.2676809 6.3763043 -0.8134994 9.3861529 3.7410678 3.4344014 11.4391459 5.4152990 10.8847510 2.5787938 8.6530668 6.0382298 3.7100405 NA -0.8134994 5.7100432 -0.8134994 0.1865006 9.3080140 4.8303365 NA NA 8.9405327 -0.8134994 4.3959334 5.5719104 2.5787938 5.7256403 3.2308793 7.6763281 NA 6.4007992 2.5979125 0.1695600 0.0662290 0.0662290 0.4258700 -0.0498300 1.6055000 1.6055000 0.0722530 0.0722530 0.0686580 0.0686580 0.2065600 0.3754500 0.6193300 -0.0036011 0.0040243 0.0040243 0.1023500 -0.1253800 -0.0671900 -0.0594040 -0.0075823 -0.0395290 -0.0395290 0.0258120 0.0258120 0.0063871 0.0063871 0.0322810 0.0216030 0.0321400 0.1695600 0.0662290 0.0662290 0.0662290 -0.3079200 -0.3079200 -0.3079200 0.4258700 -0.0498300 -0.0498300 -0.0498300 -0.0498300 -0.1538800 -0.1538800 0.0722530 0.0722530 0.0686580 -0.3155200 -0.3162200 -0.0037395 -0.6257000 -0.6257000 -0.1047300 -0.0020784 -0.0020784 -0.0020784 -0.0036011 -0.0036011 -0.0036011 0.0000000 0.0992880 0.0992880 -0.1253800 -0.0594040 -0.0594040 0.0043021 -0.1589400 -0.0075823 -0.0075823 -0.0075823 -0.0395290 0.0258120 0.0258120 -0.0083005 -0.0083005 0.0322810 0.0216030 0.0216030 0.0216030 0.0216030 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.249 0.000 0.000 1.452 -0.154 0.000 0.000 0.000 0.000 0.375 0.375 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.249 0.000 0.000 1.452 -0.154 0.000 0.000 0.000 0.000 0.375 0.375 0.000 -0.101 0.000 0.000 7.5787976 6.8158367 0.5084287 7.4177015 7.1464821 9.7719125 10.4785144 8.7136642 10.8531483 -1.8134994 7.7657966 2.6459091 1.9938193 11.0795923 -0.8134994 10.0358856 8.4165007 7.8535921 10.4937410 14.2123337 4.7256376 11.4561916 11.3460365 0.5084287 9.2652983 NA 6.9678407 9.7634371 9.4620171 3.3647965 -0.2285369 15.9915252 8.2552585 9.6340803 3.3564115 10.8402212 8.4868330 9.373832 12.300385 10.003064 NA 10.233604 8.128995 11.381391 9.352644 7.197708 11.719810 8.790107 11.580134 11.037058 10.787090 13.916898 10.883665 6.219904 10.347927 10.319944 12.607428 10.878224 5.135198 13.423206 11.956422 10.334639 10.293370 6.490260 13.550863 10.099744 3.678331 11.158922 11.3011988 12.0166985 2.5084033 8.8420112 11.4959568 11.2128310 14.6188419 8.2686295 8.7337509 9.3112479 10.5263277 8.7657963 15.6705402 3.0933742 8.7901067 11.0826236 6.8194753 6.1522646 8.1023600 12.1730336 NA 8.1608950 10.7446620 9.5674825 8.6591714 11.2982682 9.2765930 6.5307762 6.2897681 5.1289944 9.4171014 -0.8134994 3.0444641 7.4993636 -0.2285369 9.6551046 4.1864768 10.5645043 14.0391562 10.9434536 11.0518271 11.2337748 6.3763043 5.9808959 -0.2285369 9.9966504 10.6423213 4.2739410 11.4391459 11.5166971 6.5307762 7.1319238 10.8847510 13.0441213 11.0382295 8.9135501 NA 10.3193015 10.1685613 9.6423214 7.3614061 10.4140964 TCGA-39-5027 73 0 NA 3108 lung stage ib t2a n0 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1946 r0 white not hispanic or latino NA NA 5 2 2 4 2 2 2 3 2 2 0 0 0 0 0 4 0 0 7 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 4 1.002244e-05 2.60098e-06 11.1413043478261 21.7391304347826 35.054347826087 5.97826086956522 26.0869565217391 -1.7408179 10.9047215 NA 1.0666748 8.4429236 0.2593026 -0.7408179 5.8215317 0.2593026 7.5834687 3.4687397 -1.7408179 6.7551440 1.0666748 4.3678114 1.2593026 -0.7408179 -0.1556947 4.2273791 1.2593026 6.2365672 11.2592883 10.5857177 7.0537044 7.9457885 -1.7408179 10.7281668 3.1661852 -0.7408179 -0.1556947 6.6035848 3.4687397 5.6855534 14.1651916 10.6776680 11.9142599 10.7225572 5.8442501 0.8442249 12.1745141 -0.7408179 7.4826144 0.8442249 NA 8.6080164 11.1284927 3.2592876 11.1331168 13.4680561 11.3563328 11.2811826 5.5354123 NA 9.5817798 NA 1.9597331 9.3138925 1.2593026 10.9471013 -0.7408179 8.5342488 4.2365692 1.0666748 -0.1556947 0.2593026 4.5812187 1.2593026 NA 8.8831699 4.3467513 NA 0.2593026 11.2652636 0.3935260 1.5812066 -0.1556947 2.5072111 0.2593026 6.2134853 6.2982074 0.8442249 7.5812164 -1.7408179 0.0214480 0.1884400 0.0290440 2.0320000 -0.5688300 0.7192300 0.0353830 0.1503900 -0.3938600 3.6569000 0.6211500 -0.5755200 0.0810330 -0.5700800 -0.1414200 0.0759910 0.0319990 0.0000000 0.0224440 0.0077783 0.0411750 0.1474100 0.6777100 0.6777100 -0.0160170 -0.0160170 -0.0053992 -0.0053992 0.0927500 -0.1429700 -0.5637600 0.0214480 0.1884400 0.0474100 0.0290440 -0.5323600 -0.5323600 -0.5323600 0.4558100 -0.5645500 -0.5539700 -0.5622600 -0.5622600 -0.5635600 -0.5635600 -0.4160500 -0.3938600 0.6211500 0.6211500 -0.5694200 -0.5439100 -0.5439100 -0.5439100 0.0502500 -0.5955600 -0.5955600 -0.5644500 -0.5644500 -0.1414200 -0.1414200 0.0083060 0.0000000 0.0000000 0.0181030 0.0423070 0.0423070 -0.2277300 -0.2277300 1.2402000 0.1266800 0.1474100 -0.5615700 -0.0160170 -0.0160170 0.0656560 -0.3220500 0.0843540 -0.1441200 -0.1441200 -0.1441200 -0.1429700 -0.564 -0.564 0.745 -0.141 0.000 0.000 0.000 0.000 0.000 -0.228 -0.228 -0.291 0.147 0.602 -0.562 0.000 0.000 -0.564 0.000 0.000 0.000 -0.322 0.000 0.159 0.000 -0.532 -0.077 -0.565 -0.565 0.000 -0.564 -0.386 -0.386 0.000 0.558 -0.569 0.000 -0.544 0.000 -0.144 -0.144 -0.564 -0.564 0.745 -0.141 0.000 0.000 0.000 0.000 0.000 -0.228 -0.228 -0.291 0.147 0.602 -0.562 0.000 0.000 -0.564 0.000 0.000 0.000 -0.322 0.000 0.159 0.000 -0.532 -0.077 -0.565 -0.565 0.000 -0.564 -0.386 -0.386 0.000 0.558 -0.569 0.000 -0.544 0.000 -0.144 -0.144 9.3145708 7.8042530 -0.1556947 7.9299442 5.6686780 8.9361270 10.1631701 7.4784566 9.0818591 4.5630666 7.0439230 -1.7408179 -0.7408179 11.4398191 -0.1556947 11.1722992 7.4760341 9.3193086 10.7076188 14.1480315 3.6855478 10.4345260 10.6220540 0.5955991 9.4447832 -0.7408179 5.3678114 8.5048408 10.4395051 5.7854355 3.3885753 14.5598732 9.0618045 8.8032868 2.2593026 11.0243671 8.5778310 10.1911338 12.2428163 9.9330389 0.2593026 10.1234744 9.8739982 10.8762965 9.1365723 7.7491360 11.1813151 7.8498754 14.2237959 8.4429236 12.5800183 13.9568532 11.8637257 3.9031443 10.3596221 6.4441635 12.0911892 11.0754719 5.1010113 13.4680561 11.2497468 9.5452684 9.6697395 5.7591345 14.1791092 13.6469018 4.3253792 9.6085696 11.8590849 11.3397727 -0.7408179 9.5272453 10.9047215 11.6154651 14.8046137 9.6834545 10.0420203 8.7828502 9.9031445 11.3467511 14.1183862 7.5834687 7.8498754 10.9085445 6.0007550 4.9735332 7.4090353 11.6510689 NA 5.8666187 11.4659974 8.8868220 7.7248549 10.6776680 7.3730304 3.9597238 3.8138735 5.8517465 8.6483817 -0.1556947 5.9597284 7.5653496 0.2593026 9.6162904 2.6516143 11.1331168 13.0618551 10.9361269 10.3859928 10.8622191 5.5354123 0.5812066 1.7187014 9.1281109 9.9121332 5.8138761 9.3138925 11.6254738 9.8032868 3.6168399 10.9471013 12.9335357 10.1548635 7.9510317 2.5812066 8.6580318 8.8367737 10.2196523 7.2982074 9.8753775 TCGA-39-5028 75 1 52 NA lung stage iiia t4 n1 m0 male 2006 42 no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1946 r0 white not hispanic or latino NA NA 2 4 2 5 1 1 3 4 NA NA 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 4 6.103632e-06 1.664627e-06 13.215859030837 52.4229074889868 16.2995594713656 4.84581497797357 13.215859030837 NA 10.8933028 NA NA 6.7605363 NA -0.2618807 3.7825658 NA 9.8713105 8.3287552 3.9080923 11.0290511 4.3820239 6.8725949 2.9081020 -0.2618807 -1.2618807 2.3327079 0.3230818 8.6238647 10.4399080 7.9741822 5.3080222 8.9813424 2.0600820 10.8126444 -1.2618807 1.0601166 -1.2618807 0.7382058 9.0072950 -0.2618807 14.6751048 9.3042224 11.3042224 11.9425866 6.3380821 NA 10.9837211 NA 10.5368062 4.1644323 NA NA 9.7566467 4.8275396 10.4355704 12.3629638 8.6253889 10.6845008 4.8042550 -1.2618807 9.1852516 9.8648728 2.5455236 11.3831512 5.0419482 10.2768423 -1.2618807 8.4472523 6.3602203 4.0235747 NA -0.2618807 7.3638772 -1.2618807 0.7382058 9.1945227 5.3231322 1.0601166 -1.2618807 10.0857896 -0.8395961 4.4386056 5.4785577 0.3230818 4.7605350 7.9055868 9.0623490 2.1976138 6.9573366 0.7382058 -0.046771 0.387830 -0.053341 0.151440 0.034536 0.023145 0.023145 -0.077345 -0.077345 0.038206 0.038206 3.656900 0.353810 -0.164590 0.000000 -0.359880 0.065656 -0.199870 0.090430 0.090430 -0.138460 0.057796 -0.195620 -0.195620 0.082476 0.082476 0.130810 0.130810 -0.021098 0.171960 0.106650 -0.046771 -0.196250 -0.062166 -0.054561 -0.195120 -0.195120 -0.195120 0.151440 0.034536 0.034536 0.034536 0.034536 0.023145 -0.073603 -0.035857 -0.303340 0.038206 -0.062092 -0.205850 -0.164590 -0.164590 -0.164590 -0.164590 0.081033 0.081033 0.081033 0.000000 0.000000 0.000000 -0.057856 -0.199870 -0.199870 0.090430 -0.155940 -0.155940 -0.134320 -0.134320 -0.094988 -0.094988 0.057796 -0.195620 0.072738 0.082476 0.139980 0.139980 -0.021098 -0.299570 -0.304850 -0.304850 0.171960 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.000 -0.156 -0.134 -0.134 0.000 0.000 -0.196 -0.196 0.000 0.000 0.000 0.000 0.131 0.131 0.140 0.000 -0.163 -0.163 -0.195 0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.354 -0.165 -0.165 -0.305 -0.133 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.000 -0.156 -0.134 -0.134 0.000 0.000 -0.196 -0.196 0.000 0.000 0.000 0.000 0.131 0.131 0.140 0.000 -0.163 -0.163 -0.195 0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.354 -0.165 -0.165 -0.305 -0.133 7.7988645 7.5487402 0.7382058 6.3820239 8.1852516 8.1560209 10.7660743 9.0339372 11.3096840 -1.2618807 5.7605350 NA 1.9080827 12.8456306 -1.2618807 10.4955584 8.2037346 8.2946745 10.8447149 13.1175467 4.8042550 11.1517963 11.0325019 1.7381625 13.1947153 -0.2618807 4.9669887 9.7190220 9.6208114 7.5078081 0.3230818 16.1687271 8.4420718 10.0345111 6.0957198 11.5730344 9.7633078 9.9439616 11.7594954 10.0142928 0.3230818 8.8687389 7.4070536 11.8706681 8.7535835 7.7296901 11.5457245 7.7125827 11.3727526 8.7660743 10.6711212 13.9204075 10.5350191 8.3693452 9.2860268 7.1261851 13.2131417 10.8279498 5.3019351 12.3629638 10.8793175 10.4202851 9.9162107 6.5773714 15.0373798 8.4997195 0.3230818 13.5486396 10.3514974 11.5244380 1.9080827 9.2965891 10.8933028 10.8312557 14.8536583 8.7577590 7.5805186 9.1727965 10.6872655 10.3743398 15.2019162 9.8713105 7.7125827 10.2295204 8.0891077 6.3004111 10.8143159 12.0562874 NA 8.1023028 10.5055252 9.7296902 9.9137179 9.3042224 8.1044908 7.6238647 6.6146848 5.7268530 8.3620499 -1.2618807 -1.2618807 8.4264187 0.3230818 8.7381683 4.7154486 10.4355704 13.9385306 11.2729575 10.1769602 11.1299490 4.8042550 NA 2.9081020 11.2792650 9.6967210 5.0235703 11.3831512 11.2267617 8.0623490 3.6450560 10.2768423 12.7233877 11.3443422 9.0224141 NA 10.0218354 9.6054934 9.2400056 7.3118155 10.5773721 TCGA-39-5029 67 1 740 NA lung stage iiia t1b n2 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 192 1958 r0 white hispanic or latino 1 1 1 2 2 1 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4.681764e-06 1.144431e-06 14.1176470588235 31.7647058823529 27.0588235294118 4.11764705882353 22.9411764705882 NA 11.30846691 0.22280456 NA 8.47543878 NA 2.09723996 4.16137177 1.22274275 9.04932173 8.84238177 -1.36215794 8.94614979 3.28166858 2.22277365 0.63784206 1.22274275 -0.36215794 -0.05184773 -1.36215794 7.67123392 10.21003715 9.87083105 3.09723996 8.40764847 1.63779570 11.75837260 -1.36215794 0.63784206 0.63784206 -0.36215794 7.09724207 0.95977016 14.90510909 10.92465717 11.88736861 11.28684229 4.03012416 NA 10.76225512 2.22277365 9.42176652 3.59200248 NA 8.76451502 9.74252738 5.31193173 10.85909570 12.76287458 11.39811481 9.63017555 4.76709329 NA 9.79389377 -1.36215794 2.88573053 10.85182617 5.11354215 9.96255379 1.22274275 7.67672932 5.49579108 4.28166858 -0.36215794 -1.36215794 6.84726410 -1.36215794 NA 9.04082258 6.01285021 4.12966219 -1.36215794 8.46753341 -0.12957609 3.63780729 4.95305101 2.95973307 1.44514400 4.52045368 8.63640095 2.44517049 6.75155343 3.36300282 -0.2240400 -0.1173000 0.1268200 0.5777300 0.0887730 0.7524200 0.6924100 0.0073609 0.0073609 0.0840500 0.1910200 3.6569000 0.6258800 0.0115390 0.1353900 -0.1376800 -0.0287650 -0.3835300 0.3430700 0.4071100 -0.3438900 -0.1656100 0.1240200 0.1240200 0.1318400 0.1318400 0.1787500 0.5367800 0.1023500 -0.0149300 0.1163800 -0.2240400 -0.1522100 0.0647970 -0.3799900 0.4869900 -0.8928100 -0.3987500 0.5302900 0.1065800 0.1181400 0.0946370 0.0991420 -0.3584000 -0.3751600 -0.6455600 -0.0487480 0.0840500 0.3299500 -0.3192600 -0.5372300 -0.5372300 -0.5372300 0.0115390 -0.1044700 -0.1252400 -0.1222600 0.1006000 0.1121000 0.1137400 0.6507500 -0.3747100 -0.3709800 0.3430700 -0.3691100 -0.3380200 0.0535210 0.0535210 -0.1656100 -0.1656100 -0.1656100 -0.4021900 -0.3434300 0.1318400 -0.3538500 -0.3562400 0.3050500 0.0000000 0.0000000 0.0000000 -0.0034627 -0.122 -0.122 0.112 0.112 0.000 0.000 -0.384 0.407 -0.344 0.000 0.000 -0.166 -0.166 0.124 0.124 -0.343 0.132 -0.363 -0.363 0.537 0.537 -0.354 -0.423 -0.108 0.000 0.479 0.479 0.000 0.000 0.692 0.334 0.000 0.000 -0.122 -0.122 1.048 1.368 -0.537 0.000 0.000 0.000 -0.122 -0.122 0.112 0.112 0.000 0.000 -0.384 0.407 -0.344 0.000 0.000 -0.166 -0.166 0.124 0.124 -0.343 0.132 -0.363 -0.363 0.537 0.537 -0.354 -0.423 -0.108 0.000 0.479 0.479 0.000 0.000 0.692 0.334 0.000 0.000 -0.122 -0.122 1.048 1.368 -0.537 0.000 0.000 0.000 8.9574828 7.4026821 -0.3621579 7.5416922 7.6849344 7.1013349 10.5420690 9.6978310 11.7010372 -1.3621579 6.1535115 NA 0.9597702 11.0766025 NA 11.3826445 7.5626233 9.1186009 11.1033159 13.9468962 5.2377243 11.1286616 9.9942626 NA 10.2960222 -1.3621579 4.6822025 8.7938936 10.4411306 4.9399459 0.2228046 14.9681149 8.3382506 9.4451655 5.2816686 9.7760824 9.4043397 9.9180015 12.7245275 9.6441368 0.9597702 6.9139354 8.3792779 11.8634700 8.5920070 8.1962313 11.4918999 8.1652879 11.2474465 10.9504101 13.6352548 13.4997699 11.3066957 5.9232134 10.0791987 8.9953627 12.5039305 10.4679297 4.9364683 12.7628746 10.8475686 10.1475856 10.6729534 6.5803249 13.8803607 9.8399346 0.2228046 13.1894589 10.2607776 12.1441183 1.8077259 8.3172910 11.3084669 10.9289814 13.4519410 9.9926110 8.2109085 9.3901913 10.3889362 9.2330681 15.1953492 9.0493217 8.1652879 11.3038127 7.8593975 6.3860039 9.5692870 13.3632835 -1.3621579 8.1236398 10.7265989 8.6643342 9.9804409 10.9246572 8.3243111 7.8177198 6.4059958 4.3926952 9.0008504 3.4957975 9.4988977 8.0063171 0.9597702 8.4973453 3.1613718 10.8590957 12.9913711 10.9594570 9.8251628 11.5715013 4.7670933 NA 6.1847048 11.4451656 9.5574189 6.1296643 10.8518262 11.9075218 5.2076664 5.2377243 9.9625538 12.3924895 11.1740579 8.9552233 3.5446956 8.8276352 10.1930180 9.0890219 8.6335780 10.2825683 TCGA-39-5030 81 1 59 NA lung stage iiia t2a n2 m0 female 2006 4 no NA lung squamous cell carcinoma- not otherwise specified (nos) 8 1960 r0 asian NA 3 3 2 4 1 6 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 8.461854e-06 2.739699e-06 30.4615384615385 28.6153846153846 27.3846153846154 3.07692307692308 10.4615384615385 NA 11.8352072 -0.6966576 2.4732674 7.5560040 1.3033424 1.6252705 4.0582299 NA 9.5689535 6.2920234 0.3033424 10.8741428 9.1393887 4.4326187 1.8883049 NA 1.3033424 0.3033424 NA 8.3312444 11.3616685 9.1123027 3.9471986 9.4956312 5.7462832 11.0007405 0.8883049 2.7627740 2.3033424 0.8883049 7.6252668 2.6252705 15.2233176 9.6827167 11.5465124 11.1127046 6.5321564 NA 11.2487823 2.7627740 9.5078240 5.0037776 0.3033424 8.3934510 11.0735150 5.1377453 10.8195309 11.7795783 12.6094001 10.2713788 4.9471939 NA 9.0648896 NA 3.7627740 10.1338536 7.1675245 10.1973983 NA 9.0565551 7.8995279 6.5417425 0.8883049 -0.6966576 7.1362283 0.8883049 -0.6966576 9.0879733 5.5887416 -0.6966576 NA 9.7596928 4.7732263 6.4118635 1.6818540 2.5573366 2.8883049 1.3033424 10.1018103 -0.6966576 7.3586204 2.7913348 0.0133530 0.0000000 0.0000000 0.2771000 0.0154470 0.4873300 0.4873300 -0.0056757 -0.0056757 0.0154280 0.0154280 0.0699560 0.0633610 -0.2419200 0.0130740 0.0115390 0.0115390 -0.2469100 -0.2480000 -0.2480000 -0.1663700 0.0069435 -0.0467370 -0.0290380 -0.0067526 -0.0067526 0.0192230 0.0192230 0.0011093 -0.0442350 0.0133530 0.0133530 0.0000000 0.0000000 0.0000000 -0.2499500 -0.2499500 -0.2499500 0.2771000 0.0061090 0.0061186 0.0010404 0.0010404 -0.2444800 -0.2560700 -0.0056757 -0.0056757 0.0154280 0.0069435 0.0699560 -0.2419200 -0.2419200 -0.2419200 0.2760000 -0.1420700 -0.1532400 -0.2229100 0.0130740 0.0130740 0.0130740 0.0115390 -0.2533400 -0.2469100 -0.2470300 -0.1663700 -0.1663700 0.0276380 -0.2493400 0.0069435 0.0069435 0.0069435 -0.0290380 -0.0067526 -0.0067526 -0.0163090 -0.0034627 0.0011093 -0.0238400 -0.0238400 -0.0238400 -0.0442350 -0.223 -0.223 0.000 0.000 0.000 0.000 -0.247 -0.248 -0.166 0.000 -0.249 -0.257 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.027 0.277 0.000 0.000 0.487 -0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.034 0.276 0.000 0.000 -0.223 -0.223 0.000 0.000 0.000 0.000 -0.247 -0.248 -0.166 0.000 -0.249 -0.257 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.027 0.277 0.000 0.000 0.487 -0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.034 0.276 0.000 0.000 9.3788176 8.4170808 5.4118635 9.0896081 7.5127918 10.0089709 9.8454030 8.8327688 10.0278522 -0.6966576 6.4832483 -0.6966576 1.6252705 12.6820397 -0.6966576 11.2008058 7.4274595 8.6520666 11.1471103 13.6216694 6.2806186 11.2274086 11.0686245 -0.6966576 6.3367618 NA 2.8883049 8.9775307 9.4261664 -0.6263796 3.6252705 13.8950945 7.7169662 9.9722234 5.8579263 10.9386031 9.2920232 9.541743 11.473576 10.114713 NA 10.195881 8.269123 11.162485 10.374801 7.003778 9.881711 5.918047 11.763536 8.541743 10.495015 13.440730 10.785642 9.587584 10.548297 11.221456 13.026146 10.994209 4.945172 11.779578 11.913902 11.122719 10.460054 7.058226 13.334763 10.328478 3.303342 10.686503 10.6179217 12.7458932 0.3033424 8.8111332 11.8352072 11.1909399 14.0801816 9.6342553 8.9417742 8.8269005 10.4216306 8.7275046 16.6146255 9.5689535 5.9180475 11.5521555 10.2827637 6.4222801 12.2210834 12.4994795 NA 9.7637943 10.8962626 10.4131691 9.3463657 9.6827167 7.4377646 10.5881626 8.9668965 9.1813893 10.1644253 0.3033424 2.8883049 9.3868178 0.3033424 9.1628732 9.2748820 10.8195309 12.4459242 11.1139101 10.7004782 11.5671945 4.9471939 3.7627740 NA 11.9136712 10.7663518 4.5887386 10.1338536 11.1058548 5.9326943 7.1298868 10.1973983 11.8788777 10.5011694 11.0611451 5.4931638 8.9051093 10.5728567 9.6286438 7.1042381 10.2777530 TCGA-39-5031 76 1 1841 NA lung stage ia t1a n0 m0 female 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1946 r0 NA NA NA NA 2 2 4 4 3 2 1 3 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 4 0 4 0 0 0 0 4 0 1 0 1 0 0 0 0 0 0 4 0 0 0 0 0 5 7 0 0 4 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 5 0 7 1.869237e-05 6.623828e-06 4.45945945945946 71.7567567567568 12.1621621621622 3.91891891891892 7.7027027027027 NA 11.1909495 1.2070182 3.8699701 8.7041924 1.2070182 4.3499667 6.3282279 0.2070182 9.7635120 9.1909496 4.9970846 10.4298008 7.7148005 4.2367528 1.2070182 NA -0.3780068 1.2070182 -0.3780068 8.3190109 10.8214090 9.6630179 6.1298373 8.9016540 3.0814760 11.1667663 -0.3780068 5.4422236 1.4293749 0.6220870 7.1689378 0.6220870 14.4633109 9.7108316 10.9771191 11.1641079 6.4612470 NA 11.3960067 5.9883666 9.5666457 4.8314973 NA 8.8782520 10.0542198 4.7305693 10.3819316 12.7411377 11.3457043 10.6134802 3.9439682 2.7919599 10.2613841 -1.3778193 3.9439682 10.4156467 5.3224834 9.3943579 6.6718920 9.1504975 7.5907098 5.8019527 0.2070182 1.2070182 7.4675338 3.8699701 -1.3778193 9.5572085 5.7095057 -0.3780068 1.7919807 9.0639499 3.9508043 5.4549326 3.8756523 1.4293749 3.9439682 4.7919703 9.0441080 -0.3780068 7.1018234 1.6256446 0.02202400 3.65690000 -0.07875100 2.31270000 0.26247000 1.65790000 1.33180000 -0.03245000 -0.03245000 0.29469000 0.30282000 -0.04418800 0.51333000 0.10337000 0.73376000 0.00000000 0.02567100 -0.29863000 0.37265000 0.37265000 0.23411000 -0.04874800 0.47873000 0.47873000 0.26200000 -0.28940000 0.11213000 0.11213000 0.08710000 0.03750000 -0.17107000 0.02202400 -0.10644000 -0.08960000 -0.08625300 -0.30322000 -0.30710000 0.00055459 0.00055459 -0.34469000 -0.30216000 0.28707000 0.28707000 -0.29792000 -0.30639000 -0.03245000 -0.06665400 0.29469000 -0.35179000 -0.15375000 -0.44868000 -0.44868000 0.10337000 0.10337000 -0.29385000 -0.29385000 -0.27667000 -0.28928000 -0.29674000 -0.29674000 0.02567100 -0.29461000 -0.29461000 0.37265000 -0.30440000 -0.29035000 0.01964300 0.01964300 -0.04874800 -0.04874800 -0.04874800 0.47873000 0.26200000 0.48613000 -0.25660000 -0.25660000 0.08710000 0.03199900 0.03199900 0.03199900 0.03199900 -0.294 -0.294 -0.289 -0.289 0.000 0.000 -0.295 0.373 -0.290 0.000 0.000 0.000 0.000 0.479 0.479 0.262 0.262 0.000 0.000 0.112 0.112 -0.257 0.000 0.000 0.000 -0.303 0.481 -0.345 -0.345 1.332 1.034 0.000 0.000 0.303 0.303 -0.110 0.000 -0.449 -0.345 0.000 0.000 -0.294 -0.294 -0.289 -0.289 0.000 0.000 -0.295 0.373 -0.290 0.000 0.000 0.000 0.000 0.479 0.479 0.262 0.262 0.000 0.000 0.112 0.112 -0.257 0.000 0.000 0.000 -0.303 0.481 -0.345 -0.345 1.332 1.034 0.000 0.000 0.303 0.303 -0.110 0.000 -0.449 -0.345 0.000 0.000 9.6276679 8.2962358 0.6220870 8.4675334 6.8556634 9.5957407 10.7834902 8.5183758 9.6021829 1.2070182 7.4580940 -0.3780068 0.6220870 12.2181166 2.5289463 11.2013593 8.3785996 6.1298373 11.1248329 14.1754027 6.0143598 10.6965194 11.2543570 1.6220401 10.4119845 -1.3778193 8.2586678 9.6114378 10.7966539 4.4919172 4.8888309 15.1452377 7.7279518 9.4390269 6.6609628 11.8263088 9.2847117 9.833932 12.204538 9.936627 5.528934 11.321616 9.514586 10.877957 9.629071 7.709506 9.858057 7.422944 11.102831 9.785693 9.837576 13.638112 11.207710 7.841212 10.663703 9.566023 13.140389 10.949596 4.436082 12.741138 11.429801 9.937759 10.288711 8.767976 13.516983 12.788128 3.907448 10.294469 10.759034 11.222421 1.622040 9.382763 11.190949 10.323783 14.549010 9.547598 8.980057 8.938325 9.545371 10.572964 15.323106 9.763512 7.422944 11.261158 7.349964 5.979596 10.930667 11.453153 0.622087 8.356753 10.782860 9.746811 9.152450 9.710832 6.322483 7.746165 7.117899 6.048308 9.493949 0.622087 3.376929 8.573328 0.622087 8.972983 8.091685 10.381932 12.732200 11.026121 10.226597 10.952120 3.943968 3.709511 8.097777 11.206771 11.026653 6.251399 10.415647 11.043845 6.948472 6.528934 9.394358 12.001151 10.702528 9.062913 2.322476 9.132808 9.676152 10.081987 8.290928 10.387329 TCGA-39-5034 73 1 1107 NA lung stage iib t3 n0 m0 female 2007 1102 no NA lung squamous cell carcinoma- not otherwise specified (nos) 84 1950 r0 white not hispanic or latino 4 3 2 4 1 1 3 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.2618317 11.6033995 2.4318101 NA 6.5838094 NA 5.0947723 6.1073698 NA 6.6106085 6.5747630 NA 11.7920432 5.4713338 5.5472832 NA 0.2618317 1.5838079 0.2618317 NA 7.9165167 11.6517809 9.4554061 5.1687704 8.5747638 0.2618317 8.0756620 5.3911628 -0.7381683 1.5838079 4.1687704 5.3493440 5.1198624 14.9384158 8.4858824 10.6939005 9.2319865 7.4810494 0.2618317 11.0155153 -0.7381683 9.7211587 5.0432395 NA 1.2618918 11.1408703 3.5151195 11.1445238 10.7472069 9.4504696 10.6263054 6.8543373 NA 8.4417897 NA 7.3756225 10.7279572 4.2618843 10.6918104 7.1445237 9.5484386 6.8692113 7.8317360 NA NA 6.8765906 -0.7381683 2.8468343 9.8183868 7.2562342 NA NA 8.2391608 2.5838079 4.5472832 3.6390006 2.9623269 4.1198624 NA 8.9778426 0.2618317 7.0692360 0.8468744 0.3692000 0.0073609 0.0221640 0.0151680 -0.6907900 0.9955100 0.0168450 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0.000 1.827 1.827 -0.340 -0.340 0.000 0.000 -0.355 -0.355 0.327 0.327 0.333 0.000 0.119 0.000 -0.336 0.251 0.000 -0.373 0.000 0.000 0.000 0.509 0.888 -0.305 -0.305 -0.334 -0.334 -0.345 0.503 0.000 0.000 0.000 0.000 -0.318 -0.318 0.000 0.000 -0.334 -0.334 0.000 0.000 1.827 1.827 -0.340 -0.340 0.000 0.000 8.497895 6.713092 1.261892 2.431810 5.192616 7.887590 9.830787 8.531007 7.737614 2.069221 7.858071 NA NA 12.430239 NA 10.123743 8.026752 8.444275 11.084404 13.471106 10.248434 11.321563 10.479233 NA 3.785446 NA 2.261892 8.916517 10.016768 NA NA 12.083655 7.267505 9.610609 7.056296 11.393738 7.793262 10.2555268 11.9821250 10.6670222 -0.7381683 7.2043951 5.5472832 10.9294358 10.4840719 6.4713338 9.2233304 6.2505656 8.0692355 9.8543378 14.0607575 13.2765986 10.9338640 7.7213125 10.9936240 10.1483394 13.1940032 10.7381206 4.2179364 10.7472069 11.4122627 10.5518995 10.5707885 5.2160784 13.6620964 9.3872942 6.1687704 10.7666997 11.9196457 12.9202038 NA 9.9846882 11.6033995 10.9075391 12.6789421 8.8049125 9.4477226 8.5192687 10.3860020 8.8894145 15.0998535 6.6106085 6.2505656 11.3460247 8.3198726 6.4217518 11.0800634 11.6498980 -0.7381683 8.0432406 11.1955713 10.3042241 8.2043951 8.4858824 6.5927979 7.5927979 6.9057372 4.8468443 8.9982827 0.2618317 0.2618317 7.1747699 -0.7381683 9.7854427 3.2618768 11.1445238 13.0207285 9.9093391 10.7381206 11.0554840 6.8543373 NA 10.8307868 11.5821171 10.0611623 10.3677892 10.7279572 11.9138293 6.8317367 4.5098098 10.6918104 12.3028553 10.5151373 8.8145498 4.0167726 10.8360011 8.6345933 9.4858824 8.7396389 10.5151373 TCGA-39-5035 72 0 NA 2080 lung stage ia t1b n0 m0 female 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 47 1950 r0 white not hispanic or latino 4 3 6 1 2 1 3 3 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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0.249 0.000 0.562 -0.302 -0.302 0.000 0.000 0.000 0.000 -0.305 0.000 0.320 0.320 0.509 -0.315 0.000 0.000 0.000 -0.316 -0.316 0.000 0.000 0.304 0.304 0.295 0.295 0.000 0.000 0.000 0.000 0.276 0.276 -0.323 0.394 -0.320 -0.320 1.223 0.000 0.000 0.000 0.249 0.249 0.000 0.562 -0.302 -0.302 0.000 0.000 7.4551365 7.9539427 0.7092024 8.9218814 7.4461479 8.6019784 9.4927265 8.3910064 9.9323797 NA 6.7462711 1.4461503 -0.8756719 12.0909056 1.4461503 10.7044785 4.3336742 9.1970225 10.3446225 13.5172081 5.0784177 10.4113552 11.5098128 -0.8756719 7.8487337 NA 3.9315791 10.0623293 10.7734671 0.2352369 -0.8756719 14.8700518 7.8384652 8.9022970 3.7680784 11.5531035 8.8367469 10.174749 11.022443 9.765368 NA 9.254791 7.529361 10.990726 8.912123 6.753576 11.273332 5.957109 9.912114 9.154887 11.033363 14.814109 10.623568 7.418841 10.477918 9.953150 13.442268 10.465739 4.483532 12.145026 12.030547 10.563531 10.147281 6.428000 14.812874 8.350632 5.078418 9.971277 9.8281235 12.4889018 1.1241958 9.2010356 11.1111286 11.2386130 14.2944959 9.0623293 9.5673810 8.8774366 9.8376065 9.5346713 16.5564274 12.0749581 5.9571090 10.6335001 5.4640703 5.2327452 10.1706619 9.6260571 NA 8.0928866 11.1224578 10.8919906 7.8177070 9.0667345 8.0725871 7.3816078 8.0099165 5.5504852 9.4472746 NA 5.2941465 7.3578396 -0.8756719 9.8957095 2.7091803 9.4302817 13.8082014 11.2966474 10.2618515 10.6225706 3.3721442 NA 1.7092024 10.8832758 9.5014304 3.0311128 10.5079242 11.0874773 4.6160753 5.0068635 11.1672472 13.0732259 11.4075978 8.5208249 NA 6.4905429 10.1745380 9.9860822 7.2891271 10.2130082 TCGA-39-5036 73 0 NA 2165 lung stage ib t2 n0 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 63 1957 r0 white NA 2 2 1 2 NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 6 8.912691e-06 2.358222e-06 13.3738601823708 22.7963525835866 27.6595744680851 6.0790273556231 30.0911854103343 4.32821894 10.65393715 NA NA 8.02573369 3.08028245 2.25020366 5.35660162 0.08024833 11.39600564 1.40223101 0.08024833 4.88764711 2.08028245 1.40223101 1.40223101 -0.91975167 NA 0.66521083 NA 5.43784360 10.24456839 7.24519710 4.16775131 7.72053499 -0.91975167 11.41540117 0.08024833 3.66525632 NA 0.08024833 7.99317957 4.75271648 15.67522497 11.23953063 11.21311103 10.56762758 2.66525632 NA 12.38135744 1.40223101 10.12979830 -0.91975167 NA 8.30910887 10.13408691 3.53971717 10.72143863 13.88432015 10.69545982 10.33429698 2.88764224 -0.91975167 10.17700511 0.08024833 -0.91975167 9.93982483 2.88764224 9.70234188 -0.91975167 6.69499995 6.17832225 2.98717532 -0.91975167 NA 5.48968101 NA NA 9.80735959 5.78073004 NA 1.40223101 7.91949383 0.08024833 2.08028245 -0.91975167 0.08024833 NA 0.66521083 6.99915330 0.08024833 6.95680709 0.08024833 0.0352390 0.3626400 0.7334000 1.5948000 -0.0861230 0.4708300 0.3212400 0.0946340 0.0946340 0.0018000 0.1656500 -0.0444600 0.0673720 -0.4198600 0.1849500 0.7230000 0.4412100 0.0077754 0.0101430 0.1370200 -0.0679960 -0.0183560 -0.1742400 -0.1742400 -0.1411700 -0.1411700 0.5782600 0.5782600 1.7602000 -0.0740130 -0.1005300 0.0352390 0.3246200 0.6106300 -0.4284400 -0.4039400 -0.3921900 -0.3921900 -0.0457760 -0.0861230 -0.3581800 -0.3563600 -0.3563600 -0.3858200 -0.3914100 -0.0200040 0.0368190 0.0018000 0.2390700 -0.0444600 -0.3109700 -0.3109700 -0.3391100 0.3564300 -0.1375500 -0.1375500 -0.4045100 0.1229900 0.0870970 0.2129900 0.0000000 -0.4332100 -0.3977100 0.0101430 -0.0679960 -0.0679960 0.1884300 0.1884300 0.0253870 0.0253870 -0.0183560 -0.2003400 -0.1411700 -0.1411700 -0.3797700 -0.4105600 0.1274100 0.1835800 0.1739200 0.1739200 -0.0740130 -0.138 -0.405 0.123 0.123 0.669 0.000 -0.398 0.000 0.000 0.188 0.188 0.000 0.000 -0.174 -0.174 -0.141 -0.141 0.000 0.000 0.578 0.578 -0.411 0.127 0.593 0.593 -0.346 0.000 0.000 -0.270 0.471 -0.391 0.000 0.000 -0.308 0.000 0.000 0.000 0.045 0.356 0.174 0.000 -0.138 -0.405 0.123 0.123 0.669 0.000 -0.398 0.000 0.000 0.188 0.188 0.000 0.000 -0.174 -0.174 -0.141 -0.141 0.000 0.000 0.578 0.578 -0.411 0.127 0.593 0.593 -0.346 0.000 0.000 -0.270 0.471 -0.391 0.000 0.000 -0.308 0.000 0.000 0.000 0.045 0.356 0.174 0.000 8.04895652 8.26019930 0.08024833 5.42013877 6.08029097 8.75271548 10.60090872 9.22966867 10.52840635 3.93826697 6.23003773 NA NA 11.53792739 0.08024833 11.06932966 7.26019883 9.26268426 10.95678393 13.84510976 4.69499716 11.12160688 10.53920923 NA 10.24016130 NA 11.55652991 9.77725745 10.50498122 1.14724156 0.66521083 16.17866140 8.28974319 10.28791446 2.40223101 10.63583781 8.26516541 9.38749071 12.25021500 9.66994110 NA 9.34824703 8.67647969 11.99542244 9.07888038 7.47689441 10.47099638 7.45097779 10.72278849 9.35757730 13.88628571 14.13154142 11.44825071 3.78073004 10.85959900 7.86164960 12.74729063 11.16010809 5.28837702 13.88432015 10.87551799 9.49814254 10.41120685 6.72414682 14.05653502 11.88985718 0.08024833 10.20182350 10.6811321 11.3914707 1.6652563 8.0998806 10.6539372 10.3737616 14.8503068 9.1205798 8.9972145 9.7962520 10.3846413 10.1301386 14.3770270 11.3960056 7.4509778 10.7672281 6.9257799 4.6038518 8.8501278 10.8734869 NA 6.4378419 10.8972736 8.6633727 8.5315012 11.2395306 7.6690048 6.2401617 4.7241482 4.4726047 10.3091086 2.8876422 4.8082100 7.1783222 0.6652108 8.4811694 3.1677593 10.7214386 13.0820500 11.2673327 9.8013892 11.2360570 2.8876422 1.6652563 6.3656925 8.1650984 9.0242698 6.7313421 9.9398248 10.7602099 6.8747060 5.0575716 9.7023419 12.5988202 11.3476619 7.4156801 6.1246838 7.5801357 9.5102301 9.6204180 8.0080678 9.8276438 TCGA-39-5037 65 0 NA 1690 lung stage iia t1b n1 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 26 1969 r0 white not hispanic or latino 2 2 5 2 2 4 2 2 4 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 7.144024e-06 2.254182e-06 15.2173913043478 24.2753623188406 28.2608695652174 5.79710144927536 26.4492753623188 NA 10.0078968 NA 2.9086976 7.8420580 NA 0.7388111 3.7387678 NA 1.9086976 3.7831633 NA 3.7387678 5.1982034 4.3237303 -1.2611889 0.3237736 NA 1.3237159 -1.2611889 5.9285954 10.4076551 7.4869629 4.4392109 8.3772062 NA 10.3190286 6.2933594 6.3161982 NA 4.3826258 5.8680521 NA 14.4628042 10.9789652 11.6617261 11.0313793 4.0606959 NA 12.1642483 4.5201268 6.7217636 2.4391976 NA 5.4802360 8.6003842 0.3237736 10.1863699 14.0466106 8.6871373 9.8971211 3.2623279 -0.2611889 10.4940749 NA 1.0606700 9.7858940 1.0606700 10.4789725 3.9866931 8.8948532 9.1899812 NA NA NA 3.8680546 -0.2611889 NA 8.8209193 4.9675883 NA NA 11.2200650 NA -0.2611889 NA -1.2611889 4.4111957 2.7387678 6.6695073 0.7388111 6.8102323 NA 0.7486100 0.7619700 0.1614500 3.1437000 -0.1277900 -0.2109400 -0.1630700 0.4838900 0.4838900 0.9934300 0.0672140 1.0260000 0.1617500 0.0386300 3.2137000 0.2520600 0.0780060 0.1899500 0.2780500 0.2035000 0.5976400 0.4039400 0.2212900 0.2212900 -0.0362650 -0.0362650 0.8178600 0.1197600 0.7483900 0.3185100 -0.2584900 -0.2224500 0.5627600 -0.2126800 -0.2164600 -0.1689100 -0.0193140 -0.0193140 -0.0193140 -0.4948600 -0.0060904 -0.2289100 -0.2300600 -0.1922000 -0.1766400 -0.2234200 -0.1382000 0.1309500 0.2094700 -0.2777400 0.1701600 -1.0354000 0.0386300 0.0386300 -0.4132200 -0.4132200 -0.1360000 -0.1038100 -0.2809600 -0.3271600 0.1204900 -0.0385780 -0.0385780 0.2780500 0.5976400 0.5976400 -0.0716060 0.2870700 -0.0513160 0.3982800 0.4039400 0.0782090 -0.1295300 -0.0362650 -0.1614100 -0.1614100 0.8494800 -0.0732090 -0.0732090 -0.0732090 0.3185100 0.000 0.000 -0.104 -0.104 0.368 0.000 0.000 0.249 0.598 0.000 0.287 0.000 0.398 0.221 0.221 0.000 0.000 0.235 0.406 0.818 0.120 -0.161 0.748 0.738 0.738 2.004 2.154 -0.476 -0.158 -0.117 -0.117 -0.223 -0.223 0.230 0.230 -0.272 -0.272 0.000 -0.181 0.000 0.000 0.000 0.000 -0.104 -0.104 0.368 0.000 0.000 0.249 0.598 0.000 0.287 0.000 0.398 0.221 0.221 0.000 0.000 0.235 0.406 0.818 0.120 -0.161 0.748 0.738 0.738 2.004 2.154 -0.476 -0.158 -0.117 -0.117 -0.223 -0.223 0.230 0.230 -0.272 -0.272 0.000 -0.181 0.000 0.000 8.8999019 7.2623317 0.3237736 8.6680283 7.5003217 8.2245994 10.4129624 7.3362637 9.9329113 2.4391976 5.5461258 NA NA 11.6594951 1.5461166 9.9011614 6.2225863 8.6987720 11.3209003 13.8014909 2.9086976 10.0043851 11.5205396 1.7441611 11.2750173 NA 5.8986413 8.8885171 10.2598748 NA 4.5967503 15.3136149 8.8341670 9.5485382 0.7388111 10.7317084 8.2933590 8.4751720 11.5944173 10.0578776 -0.2611889 10.7600971 9.3256099 10.7274547 8.0696871 7.8935879 9.7763171 8.2895168 10.2430926 8.3048240 12.2699078 13.7820538 10.7228325 5.6695087 10.0379781 8.6812845 13.2377439 10.7348905 5.6284878 14.0466106 9.5676998 10.1624113 9.9759801 4.4936601 14.7276651 14.1199412 1.5461166 10.6918752 10.8018281 10.7776890 0.3237736 8.5052991 10.0078968 10.9822416 14.0586493 9.0113998 10.3945065 8.8821533 10.0629506 10.3256099 13.2561934 1.9086976 8.2895168 10.5364316 6.4041061 4.8472954 4.2306257 11.1367121 0.3237736 5.0786184 11.4938663 8.4478540 5.8885168 10.9789652 7.2584068 3.6456556 1.5461166 1.5461166 8.0379779 2.9867022 5.5069541 5.0055572 1.5461166 8.9061883 4.0241689 10.1863699 13.3667029 10.6422754 8.8021651 10.5838680 3.2623279 4.1982034 3.4392109 7.2933585 8.7189096 6.1733993 9.7858940 11.1039989 9.4624311 2.7387678 10.4789725 12.6766956 10.7590556 6.3753940 2.9867022 6.9819440 8.1154167 9.5621373 8.0674451 9.3414690 TCGA-39-5039 76 1 544 NA lung stage iia t2b n0 m0 male 2008 544 no NA lung squamous cell carcinoma- not otherwise specified (nos) 64 1949 r0 white NA NA NA 2 4 NA NA 4 1 3 2 NA NA 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.959201e-06 1.664627e-06 16.2303664921466 22.5130890052356 30.3664921465969 7.85340314136126 23.0366492146597 NA 10.3657353 0.4247071 NA 7.6095629 -0.5754003 6.3315780 4.6726177 -0.5754003 10.6365760 4.3788861 2.2320467 9.9195433 3.0096517 6.1251283 NA NA NA 2.7466137 1.4247071 9.0775328 10.6690515 7.8083921 2.8841290 8.2950526 2.0096338 11.0389374 -0.5754003 NA NA 2.2320467 7.6961510 2.8841290 14.4421033 10.3390728 10.3255545 11.8958548 6.8083915 NA 11.1129380 1.0096338 10.1529994 5.5121510 NA 10.6785352 9.1796086 4.1295633 9.9225395 12.4362556 10.3088582 11.0997714 4.8841192 NA 8.6891303 -0.5754003 4.4690850 11.0357125 3.7466137 10.3598528 2.0096338 7.9521646 4.5121510 6.0685440 1.0096338 NA 7.9443238 0.4247071 NA 8.8127049 5.6914755 4.3788861 0.4247071 9.4317149 -0.5754003 3.8170092 1.4247071 1.0096338 -0.5754003 2.5946202 9.0320179 NA 6.8841192 1.6325939 0.0299360 0.0556580 0.0556580 0.0855100 0.0851400 0.5235200 0.3433900 -0.1647200 -0.1647200 0.0783600 0.0830540 0.3149800 0.0806010 -0.0506970 -0.0426520 -0.0419740 -0.0419740 0.0689520 1.1234000 0.0675180 -0.0479360 -0.0523960 -0.0217840 -0.0088526 0.1584600 0.1584600 0.1565100 0.1565100 0.3036200 0.0000000 0.0299360 0.0299360 0.0556580 0.0556580 0.0556580 -0.0680540 -0.0680540 -0.0680540 -0.0680540 0.0843480 0.0851400 0.0851400 0.0767100 -0.1642100 -0.1642100 -0.1647200 -0.1647200 0.0783600 0.0830540 -0.1727200 -0.0194520 -0.0506970 -0.0506970 -0.0506970 -0.1356900 -0.1356900 -0.0556340 -0.0426520 -0.0469030 -0.0507060 -0.0419740 0.0689520 0.0689520 0.2039600 -0.0479360 -0.0479360 0.0673750 0.0673750 -0.0523960 -0.0523960 -0.0523960 -0.0088526 -0.0271900 0.1584600 -0.1741100 -0.1893200 0.3036200 0.0000000 0.0000000 0.0000000 0.0000000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.000 0.000 0.157 0.157 -0.189 0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.524 0.179 -0.165 -0.165 0.000 0.000 -0.173 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.000 0.000 0.157 0.157 -0.189 0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.524 0.179 -0.165 -0.165 0.000 0.000 -0.173 0.000 0.000 0.000 0.000 0.000 7.7193087 7.1181749 -0.5754003 3.5121510 6.2191027 8.1928717 9.6157470 8.8255672 11.0040036 NA 6.3195059 5.1251262 -0.5754003 12.0476546 0.4247071 10.6480861 7.9245334 8.5718925 10.9146460 13.1127194 7.8467522 11.3690337 10.7921025 -0.5754003 8.8963630 NA 5.2320429 10.1953515 9.5996133 NA -0.5754003 13.5298596 6.9085031 9.8738363 6.4133724 11.8938207 9.3976674 9.3360796 12.2774122 10.1753946 0.4247071 6.3672016 7.3788844 11.9807146 8.9773566 7.3672024 10.7893696 8.5795056 10.4105225 10.1251274 11.9394017 13.6547832 9.9715821 7.7054582 9.9364404 8.5332121 12.9396482 10.3591157 4.2310099 12.4362556 11.2456644 10.8608786 9.7600780 6.8509519 14.7472746 9.4331164 -0.5754003 10.4806479 11.5867642 12.0698958 2.7466137 8.2320424 10.3657353 11.2591587 14.3350952 8.7689835 8.2012854 8.8383155 9.9964403 10.3019718 15.9309488 10.6365760 8.5795056 10.4239831 8.4190412 6.5539702 9.5345182 13.2541131 NA 8.8922933 10.2834457 9.7135537 10.7244681 10.3390728 8.0393972 7.1728805 5.8340791 7.1593971 8.7216040 3.5121510 -0.5754003 8.1795752 -0.5754003 9.2795560 3.0096517 9.9225395 13.2192051 11.1674181 9.3450406 10.9364403 4.8841192 NA 8.4636065 12.1680495 9.2733105 6.0540453 11.0357125 10.7278977 7.0828995 5.9482504 10.3598528 12.7843000 10.9691692 8.9482495 4.4690850 11.1820777 10.0464466 9.3042710 7.1041678 9.9334728 TCGA-39-5040 59 1 519 NA lung stage iiia t2a n2 m0 male 2008 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 60 1964 r0 white not hispanic or latino NA NA 4 4 3 2 3 3 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 13.1647193 NA NA 7.8316797 2.8356007 NA 4.4548668 0.3120843 7.8531399 4.0669330 5.0535111 4.3564396 2.0124972 3.7043629 1.1194226 3.6695938 -0.1029920 NA -1.6877995 6.5068003 12.0256448 7.8647124 4.8356058 9.0535105 1.7714631 7.5141672 6.8550753 NA -1.6877995 -1.6877995 5.6339717 -1.6877995 12.9354569 9.6712440 10.4451857 9.3120434 5.3120443 2.7714842 9.7958593 3.0124793 10.1994126 2.4819705 -0.6880319 2.0124972 12.1509598 3.7754088 11.9661201 11.7409088 8.8771455 9.3000180 4.5018658 NA 9.8871100 NA 4.8038986 9.8409859 4.1946859 9.7544687 NA 8.8395206 4.5018658 6.1385913 -0.1029920 1.8970080 7.5432646 -0.1029920 0.8970080 10.0250003 3.7714736 NA -1.6877995 8.7497957 1.8430995 4.2427778 0.6339426 10.0496626 6.4464696 0.6339426 8.1715781 10.4850960 8.6772725 2.7793228 0.124260 0.594580 0.125010 0.333020 -0.186350 -0.057654 -0.057654 -0.087621 -0.087621 0.020343 0.020343 0.181620 0.181620 -0.029721 -0.043602 0.377590 -0.055364 -0.053881 -0.428110 -0.428110 -0.425170 0.103660 0.737770 0.228120 1.983100 0.673260 0.010285 0.010285 -0.410250 0.000000 0.160400 0.124260 0.594580 0.125010 0.117850 -0.067726 -0.067726 -0.067726 0.355450 -0.186350 -0.343890 -0.344530 -0.344530 -0.057654 -0.057654 -0.012713 -0.087621 0.020343 0.020343 -0.434310 -0.887270 -0.887270 -0.120510 -0.426910 0.011539 0.011539 -0.672140 0.694280 -0.043602 -0.055634 -0.055364 0.553370 -0.349500 -0.428110 -0.425170 -0.425170 -0.409370 -0.409370 -0.428120 0.103660 0.103660 0.229780 -0.433110 0.673260 -0.029038 -0.029038 -0.410250 0.000000 0.000000 0.000000 0.000000 0.000 0.000 0.000 0.000 0.378 0.000 0.000 -0.428 -0.425 -0.409 -0.409 -0.428 -0.324 0.738 0.230 0.240 0.673 0.124 0.124 0.000 0.000 0.000 -0.410 0.595 0.149 0.333 0.333 -0.186 -0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.182 0.182 -0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.378 0.000 0.000 -0.428 -0.425 -0.409 -0.409 -0.428 -0.324 0.738 0.230 0.240 0.673 0.124 0.124 0.000 0.000 0.000 -0.410 0.595 0.149 0.333 0.333 -0.186 -0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.182 0.182 -0.767 0.000 0.000 0.000 6.29503788 8.98888205 -0.68803195 -1.68779954 5.06693303 8.28789149 10.74823454 9.19009430 9.63115104 0.63394263 7.16691224 NA NA 13.77006555 2.31205521 11.89383255 5.48196730 8.96757414 11.32400628 13.86630258 3.92674905 11.32763280 11.93661052 NA 10.00116791 NA 6.77147494 8.51048846 9.72935274 0.06474492 0.31208426 13.26310050 7.76942464 9.69898380 7.12902743 10.08970973 9.10889423 11.0663047 11.0845643 11.5897668 0.6339426 4.3120407 5.0124838 11.2684197 10.8392762 10.8807122 10.1218117 4.3781301 14.8352855 3.7714736 9.1153675 13.1600306 10.9193738 7.7214342 11.4670198 11.7557641 13.7998835 11.2320241 4.8549182 11.7409088 11.5903478 14.3674742 11.0371967 8.1653532 12.3728492 5.5599720 5.5881689 11.1330202 13.4418900 10.0335700 5.3564361 10.4687586 13.1647193 11.9386652 13.7984678 8.2383393 9.3903278 8.4630600 9.7898018 8.2368561 13.8126053 7.8531399 4.3781301 11.2952153 8.4592484 5.0934038 10.1645730 11.9300848 NA 7.7277850 11.1847184 9.1939223 12.9947638 9.6712440 8.7298960 6.6695952 7.1097053 4.2893254 8.8932442 0.6339426 6.6020619 9.9377524 -0.6880319 9.8048982 9.8603838 11.9661201 13.5384933 11.1791291 11.7410579 11.9450387 4.5018658 3.3564396 NA 10.7435881 9.7591267 3.7383031 9.8409859 11.4711264 5.8277428 6.3888594 9.7544687 12.3956890 10.9249120 8.4296867 4.0399631 12.0535105 8.4183055 11.6527282 6.0999453 10.8156208 TCGA-43-2576 62 0 NA 1223 lung stage iiia t2 n2 m0 female 2009 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 20 1969 r0 white not hispanic or latino 3 3 5 NA NA NA 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.0880398 10.3728256 -0.8188338 NA 7.1641426 NA 5.7203086 5.1118868 NA 5.1584299 6.4003176 2.1811344 11.7566887 5.4479362 5.1353461 0.1811662 2.5030688 0.1811662 NA 0.1811662 8.9542885 10.7027499 8.6199412 2.3510629 8.6426290 3.1811503 8.6487548 NA NA NA -0.8188338 6.9293425 0.1811662 15.2154526 9.9796213 9.6011096 7.3610586 7.2035173 -0.8188338 10.4996922 3.4290803 8.6149645 4.1353461 -0.8188338 5.9090698 10.6135608 6.9461542 10.5648537 11.2044360 9.4917621 10.9105748 3.1811503 -0.8188338 8.3155757 NA 3.1811503 10.1126257 4.9090722 9.7857027 -0.8188338 9.4561100 6.1469342 5.3308954 NA 3.3510770 7.9124684 NA -0.8188338 8.9493339 5.3709733 3.1811503 4.1353461 10.3857206 3.4290803 4.2686140 0.7661287 3.3510770 2.8815863 NA 9.7096036 6.9493342 7.1641426 2.6405747 0.9452700 0.2997900 0.0087968 0.1958800 0.2573000 0.1604000 0.1604000 0.0202030 0.0202030 0.1382000 -0.0215100 1.5568000 0.1162400 0.0196430 0.0827650 0.0870560 0.0772220 2.3693000 -0.0568220 -0.0514510 -0.0792100 0.1861600 0.5526600 -0.2528500 0.4551300 0.4551300 0.1175600 0.1175600 0.0915900 -0.1236900 -0.3357200 0.0000000 0.3190000 0.0192230 -0.0565410 -0.3028700 -0.3028700 -0.3028700 0.1477100 0.2573000 -0.3021000 -0.2154300 -0.4914100 -0.3678000 -0.3001600 0.3614900 -0.0316380 0.5189100 -0.0357210 -0.3624700 0.0543760 -0.7853800 -0.3826100 -0.3123700 -0.2591400 -0.2591400 -0.2591400 0.0742040 0.1385000 0.1385000 0.0689520 -0.1546000 -0.1546000 -0.0568220 0.0548890 -0.0792100 0.1694100 0.0976880 -0.3380200 0.1861600 0.1861600 -0.2443600 -0.3217000 0.0459910 0.1174100 -0.3626300 -0.1695500 -0.0320410 -0.0320410 -0.0320410 0.4775300 -0.259 -0.259 0.000 0.000 0.000 0.000 0.139 0.000 0.000 0.169 0.169 -0.152 0.186 0.300 -0.253 -0.322 0.000 0.441 0.441 0.118 0.118 -0.323 0.000 0.300 0.300 -0.155 0.148 0.257 0.121 0.160 -0.140 0.000 0.000 0.138 0.000 -0.240 0.116 -0.349 -0.349 0.000 0.000 -0.259 -0.259 0.000 0.000 0.000 0.000 0.139 0.000 0.000 0.169 0.169 -0.152 0.186 0.300 -0.253 -0.322 0.000 0.441 0.441 0.118 0.118 -0.323 0.000 0.300 0.300 -0.155 0.148 0.257 0.121 0.160 -0.140 0.000 0.000 0.138 0.000 -0.240 0.116 -0.349 -0.349 0.000 0.000 8.1295169 7.2255439 2.3510629 2.6405747 7.4711679 8.4075618 9.9616892 7.4666907 10.2418454 3.9885029 8.5518367 0.7661287 2.1811344 11.9026759 -0.8188338 10.3783662 5.7810633 9.2818118 10.1744416 13.1065184 5.6889440 11.5870886 10.8299564 NA 8.0668459 -0.8188338 5.2472402 9.3918208 10.0155572 NA 2.3510629 12.5774866 7.8919556 10.5365006 5.4479362 10.7731392 9.5120663 8.9460211 12.2404939 10.4249185 0.1811662 6.3709733 6.0637920 12.3394435 10.7912515 9.0297723 9.0013285 6.6487545 9.5019387 11.2626329 11.7873233 13.4643102 9.3930377 5.7357388 9.7056911 9.0108721 13.1895781 10.1569975 4.4279346 11.2044360 11.1559225 11.4006205 9.9005382 5.6889440 13.9301677 7.6487552 2.8815863 10.8693997 11.1404269 11.4917622 1.7661287 8.3130064 10.3728256 11.2689438 13.0656033 8.8032012 8.9251087 8.8885086 10.0430118 8.6199412 16.1897641 5.1584299 6.6487545 10.9649662 8.5518367 6.8464858 10.6614347 10.0925414 0.7661287 8.7792019 11.1433225 9.7884797 10.2837813 9.9796213 7.8322014 9.2472387 6.6568824 6.9158591 8.2579648 -0.8188338 0.1811662 7.8357852 0.1811662 8.2712618 4.3906058 10.5648537 12.5250291 10.7323771 10.0053127 11.0033219 3.1811503 NA -0.8188338 11.9276638 10.1382514 3.9885029 10.1126257 10.9460210 7.0076978 5.7810633 9.7857027 12.2801684 10.0108721 9.7538497 -0.8188338 8.6053158 10.2667945 8.9739398 7.0515146 10.1944721 TCGA-43-2578 59 1 684 NA lung stage ia t1 n0 m0 female 2009 550 no NA lung squamous cell carcinoma- not otherwise specified (nos) 64 1968 r0 white not hispanic or latino 4 3 1 NA 3 4 4 3 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 7 0 0 9.155449e-06 2.809058e-06 9.42857142857143 18 38 8 26.5714285714286 1.5983652 11.9679669 NA 2.5052558 8.5187224 -1.4016348 2.5052558 5.2843105 -0.4016348 10.6957433 6.9515167 NA 7.1219313 2.1833277 6.3862729 1.9202933 -1.4016348 4.6644601 0.2673560 7.5612658 7.9225499 10.7169862 8.0246344 6.6482181 8.2547943 2.8462927 9.0475182 -1.4016348 NA 0.1833277 3.1219272 8.7894287 NA 14.7027013 9.4848281 10.9211427 9.1720166 7.8271883 -1.4016348 10.8489640 2.0577968 8.4731204 5.7582419 -1.4016348 3.1833277 11.1723102 5.0921440 10.2440279 10.4671496 9.8480756 9.7338800 3.0577968 NA 9.1209511 NA 6.2637049 10.2503182 3.7276482 8.0119976 NA 7.0329978 6.2565805 4.6858337 1.4057201 1.1833277 8.0309115 NA NA 9.2944677 6.1375281 3.1219272 -1.4016348 9.5142489 0.4622618 8.7263640 1.4057201 2.4057201 -0.4016348 4.7068952 8.5941368 0.1833277 8.0902225 1.6019817 -0.1886900 -0.0196960 0.0164250 0.9706900 3.1551000 0.7688800 -0.4077100 0.2073300 0.2073300 -0.1980000 -0.1670100 1.7141000 0.9546800 0.0093098 0.2214500 0.0430150 0.0430150 -0.3646500 0.2065600 0.2853300 0.2311700 0.7505100 0.1265300 0.1265300 0.2113100 0.8485000 0.4057700 0.9923900 -0.3831300 -0.0163390 0.0348180 -0.1886900 -0.1745300 -0.0196960 -0.1067000 0.0475520 -0.4000500 -0.4000500 0.0678050 -0.4126700 -0.3866600 -0.3866600 -0.4247300 -0.4077100 -0.4077100 0.8518500 1.0030000 -0.1980000 -0.2156500 -0.6481800 -0.1423200 -0.1423200 0.0093098 0.0093098 -0.4065000 -0.4065000 -0.4065000 -0.4036200 0.2214500 0.1587900 0.0430150 -0.3635200 -0.3635200 0.2065600 -0.4215900 -0.3886200 0.2507400 -0.3979700 0.8912600 -0.3965300 0.8280400 -0.4080400 -0.3995300 0.0417410 0.4106000 -0.4117900 -0.3954200 0.0000000 0.0000000 0.0000000 -0.0163390 -0.406 -0.406 0.212 0.212 0.000 0.000 -0.364 0.207 -0.389 0.251 -0.398 0.201 0.201 0.127 0.127 -0.400 0.000 0.246 0.246 0.411 0.411 -0.409 -0.383 -0.107 -0.107 0.000 0.750 -0.387 -0.387 -0.408 -0.408 0.794 0.794 -0.155 -0.155 0.375 1.023 0.000 0.000 0.000 0.000 -0.406 -0.406 0.212 0.212 0.000 0.000 -0.364 0.207 -0.389 0.251 -0.398 0.201 0.201 0.127 0.127 -0.400 0.000 0.246 0.246 0.411 0.411 -0.409 -0.383 -0.107 -0.107 0.000 0.750 -0.387 -0.387 -0.408 -0.408 0.794 0.794 -0.155 -0.155 0.375 1.023 0.000 0.000 0.000 0.000 11.7300658 9.6637856 1.1833277 2.9906826 6.7582405 10.5605425 10.7042780 8.1831441 10.4029040 7.2422262 7.2277257 -0.4016348 -0.4016348 11.8471866 2.7682902 11.0270804 5.9112530 9.2547943 10.7995990 13.9653064 6.9820741 10.9763934 11.3166884 -0.1751100 8.8271883 NA 6.2204209 8.3665539 10.5123510 4.4332800 0.1833277 13.8949632 7.3797293 9.8439223 5.8744945 10.9728657 8.5007447 9.6785209 12.5742175 9.6778544 0.1833277 5.6536534 7.4249179 11.8214662 9.2743267 8.4296766 9.5460064 6.3262893 7.2313652 10.5987218 13.9202624 14.0549165 10.1041811 7.4438594 10.3318087 8.2404212 12.3366729 10.7010014 4.4345482 10.4671496 10.9075617 10.0035110 10.2835563 5.4185475 13.4459657 11.8384155 2.0577968 11.4477746 10.711460 12.124013 4.529109 8.201996 11.967967 10.995777 13.285193 9.740477 9.412006 9.661765 9.886082 10.406529 15.625736 10.695743 6.326289 11.266811 7.249422 7.428092 10.276970 10.304866 1.920293 7.783245 11.684174 9.602590 9.107155 9.484828 7.198282 7.205699 6.942666 5.418548 9.396841 NA 3.846293 8.349914 1.183328 8.431259 6.291856 10.244028 12.779832 10.756348 10.480630 10.812385 3.057797 2.405720 5.955922 10.972050 9.756979 7.456350 10.250318 11.401895 9.258365 6.637289 8.011998 12.369446 10.582076 8.961409 5.007761 9.567756 9.288341 9.274327 7.763277 10.174854 TCGA-43-2581 47 0 NA 1176 lung stage iiia t3 n1 m0 female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1979 r0 white not hispanic or latino 3 3 2 NA 1 1 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4116498 -1.4739312 NA 8.1680051 -0.4741316 -0.4741316 5.5248253 0.8479168 10.5586879 5.9605812 1.5259686 11.1779020 4.2808376 3.4801488 0.8479168 NA NA -0.4741316 1.1108977 7.4743208 10.9107372 10.7457269 2.6134138 9.0287852 6.2674197 6.8702488 -0.4741316 NA -1.4739312 6.5593771 6.9564064 NA 14.5481001 8.5032334 9.1652942 8.9214875 5.7833414 NA 10.5617835 6.2194396 9.9520662 2.3333092 NA NA 11.1797792 6.2612055 11.1553100 11.8994902 10.0981799 10.0418996 1.3333092 NA 8.6921164 NA 2.2263852 10.5573100 4.1983763 9.3023865 NA 9.5434578 8.0534301 6.0097682 NA NA 7.4388426 NA NA 9.8928219 6.4146971 NA -1.4739312 10.3843230 -0.9885044 5.2124526 NA 3.9182717 0.8479168 -0.4741316 10.0127885 -1.4739312 6.9976289 3.3593525 0.4366500 0.2044200 0.2044200 0.0063871 0.0108420 0.7736800 0.1907100 -0.0037395 -0.4570400 0.1577100 -0.2067200 -0.4574700 0.6524000 0.0019418 -0.1458000 0.1548700 -0.2199700 -0.4569300 0.0031910 0.0031910 -0.4564100 1.4193000 -0.0084385 -0.0084385 -0.0392580 -0.0392580 0.0000000 0.0000000 -0.2213300 -0.0702690 -0.2271100 -0.2370400 0.2044200 0.2044200 0.2044200 -0.4502900 -0.4502900 -0.4502900 0.0063871 0.0108420 0.0108420 0.0108420 0.0108420 -0.2321400 -0.2321400 -0.0037395 -0.4605700 -0.2067200 -0.2067200 -0.4757500 0.0019418 0.0019418 0.0019418 0.0019418 0.0049969 0.0049969 0.0044025 -0.1458000 -0.1458000 -0.1493900 -0.2199700 -0.4569300 -0.4569300 0.0031910 -0.4528600 -0.4528600 0.0051359 0.0051359 -0.0820040 -0.2249000 -0.2727200 -0.0084385 -0.0392580 -0.0392580 0.0130740 0.0130740 -0.4725800 -0.0702690 -0.0702690 -0.0702690 -0.0702690 0.000 0.000 -0.146 -0.146 -0.027 -0.198 -0.457 0.000 -0.456 0.000 0.000 -0.200 -0.200 0.000 0.000 0.000 0.000 -0.227 0.210 0.000 0.000 0.000 -0.406 0.204 0.204 -0.450 -0.450 0.000 0.000 0.191 -0.041 0.000 -0.453 0.158 -0.049 -0.240 0.217 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 -0.027 -0.198 -0.457 0.000 -0.456 0.000 0.000 -0.200 -0.200 0.000 0.000 0.000 0.000 -0.227 0.210 0.000 0.000 0.000 -0.406 0.204 0.204 -0.450 -0.450 0.000 0.000 0.191 -0.041 0.000 -0.453 0.158 -0.049 -0.240 0.217 0.000 0.000 0.000 0.000 6.8478817 7.5174749 1.1108977 NA 7.4477941 8.2350372 10.4097422 8.6739722 9.9858973 -1.4739312 6.7256253 NA 1.8478767 11.9233607 NA 10.3502320 9.7058625 8.4358465 11.1315278 13.7081537 8.2384802 11.5448490 10.5528226 NA 7.6422972 NA 11.0699518 8.9246970 9.2237812 -1.3233715 0.1108977 12.2785431 7.1516620 11.0175560 5.6757002 12.7659248 9.6533030 10.257272 11.828164 11.092245 NA 7.198379 6.274146 11.693528 10.252597 7.405536 7.274146 6.879100 11.475957 9.542762 10.316302 14.067867 10.433595 9.678872 11.208509 9.199263 14.572033 10.396703 3.775778 11.899490 11.731136 11.133746 9.629897 7.854628 13.183429 1.847877 3.570341 9.444071 11.9209519 10.2737268 -1.4739312 9.2858417 11.4116498 11.6160658 14.2461413 8.5579989 8.5547711 8.3963179 9.8501340 8.3171164 16.0818007 10.5586879 6.8791004 11.8958233 7.7786186 5.1406642 10.4895720 12.5186263 NA 8.7170125 10.5583436 9.2255258 8.0257996 8.5032334 8.0862865 8.1369783 7.6807716 3.8113580 9.3847115 -1.4739312 -0.4741316 8.2875046 -1.4739312 8.6680606 6.8613438 11.1553100 12.3951617 10.7145423 11.1038542 11.4431390 1.3333092 NA NA 11.2078506 10.1921774 4.5483195 10.5573100 11.4169776 6.5315780 6.3333074 9.3023865 11.6635850 10.1711615 10.4892107 NA 11.0163029 10.0144163 9.5046639 6.4268199 10.8985464 TCGA-43-3394 52 1 1190 NA lung stage ib t2a n0 m0 male 2009 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 15 1979 r0 black or african american not hispanic or latino 2 2 5 NA 3 2 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 6 7 0 0 6 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 6 4.508365e-06 1.24847e-06 16.2650602409639 18.6746987951807 31.9277108433735 3.6144578313253 29.5180722891566 NA 11.1369488 NA 1.4190534 9.1065281 0.1966070 2.1966385 4.5185603 -1.3883555 10.1872119 3.8596019 1.6116918 8.9996900 3.1352393 4.4696516 NA NA 1.6116918 2.2647466 -1.3883555 7.6804510 11.0669999 9.4149966 5.2410279 8.1796290 3.1352393 9.0954885 3.2555309 7.0628837 NA 1.9336104 7.4093341 0.1966070 13.7617734 10.3293491 9.7990248 11.1655419 7.3531398 3.1966385 11.0476033 1.6116918 9.6227391 2.1966385 2.7815905 9.0146847 10.2143344 3.1966385 10.9861689 14.5008386 9.0358389 10.1174396 6.4634214 NA 11.2736734 -1.3883555 2.5185603 10.2428497 3.3665600 10.8866331 2.6991296 9.0504644 6.7765791 6.2041290 NA -0.3883555 6.6060261 1.1966070 NA 9.6723686 5.9779942 2.0711105 2.3121133 8.9211492 -1.0664274 3.5185603 1.9336104 1.1966070 5.4571642 2.4190264 8.6696643 -1.3883555 8.8761154 NA 0.84593000 1.36310000 1.66400000 3.65690000 -0.44681000 1.24520000 2.08600000 0.42351000 3.65690000 0.99260000 0.44577000 0.30068000 0.22037000 -0.42985000 0.00097064 2.77040000 0.34486000 -0.59565000 -0.44221000 -0.44221000 0.54894000 0.43024000 -0.13264000 -0.13264000 1.24590000 1.24590000 -0.14000000 -0.32208000 0.05865200 -0.02739800 -0.32716000 -0.45001000 1.08860000 0.11247000 -0.46131000 -0.41970000 -0.41970000 -0.41970000 1.19450000 -0.44681000 -0.44681000 -0.44502000 -0.44502000 -0.45265000 -0.43713000 0.22623000 0.00000000 0.44577000 0.68589000 -0.59536000 -0.42985000 -0.42985000 -0.42985000 0.35643000 0.10497000 0.10497000 -0.43604000 -0.00662940 0.00097064 -0.01931400 0.10087000 -0.58510000 0.60487000 -0.44221000 0.32605000 0.32605000 -0.39345000 -0.40635000 1.20890000 0.45292000 0.43024000 -0.13264000 -0.47109000 -0.48102000 0.81318000 0.06794800 0.93162000 0.10877000 -0.05819300 0.01810300 -0.00249380 0.105 -0.384 0.000 0.000 2.770 0.345 -0.556 -0.442 0.326 -0.393 -0.393 -0.463 -0.033 -0.133 -0.133 -0.453 -0.453 -0.327 -0.327 -0.140 -0.322 0.000 0.873 0.963 0.241 0.810 1.230 -0.447 -0.447 0.808 -0.437 0.172 0.000 0.993 0.993 0.000 0.000 -0.430 0.350 0.000 0.000 0.105 -0.384 0.000 0.000 2.770 0.345 -0.556 -0.442 0.326 -0.393 -0.393 -0.463 -0.033 -0.133 -0.133 -0.453 -0.453 -0.327 -0.327 -0.140 -0.322 0.000 0.873 0.963 0.241 0.810 1.230 -0.447 -0.447 0.808 -0.437 0.172 0.000 0.993 0.993 0.000 0.000 -0.430 0.350 0.000 0.000 8.2208513 7.8064298 2.1966385 7.1928737 6.9425896 9.9926748 9.6430293 8.7345007 9.2152990 5.1194682 7.3831625 0.1966070 1.9336104 12.2294845 -0.3883555 10.7620990 8.0914528 8.7990248 11.1621862 13.8801050 4.7409545 10.4766326 11.0726404 -0.3883555 9.6526473 -0.3883555 3.3121133 9.2162259 9.8241631 2.2693025 5.3531398 15.4569177 8.1796290 8.9932155 5.1662615 11.5552864 8.7740639 10.111519 11.187212 10.539080 -1.388355 10.627088 6.269884 11.063914 9.749304 8.578899 10.225002 7.890122 11.505162 7.079278 10.649563 13.384915 11.762689 7.876115 11.590204 9.917165 13.002110 11.551252 5.575031 14.500839 10.947621 10.606026 12.327956 7.899385 14.122984 13.087849 2.312113 10.738055 10.4638120 9.9470630 4.0711019 8.7953082 11.1369488 10.7486638 14.2139073 8.9028433 9.3441199 8.8488827 10.0787687 9.9719711 14.1709900 10.1872119 7.8901220 9.9839936 9.0389856 5.3665600 8.2519174 9.9620593 -1.3883555 7.2190029 11.3123291 8.7499445 8.3344802 10.3293491 7.5629575 5.2981744 5.1035270 5.5541867 9.2537244 3.8211285 2.7815905 7.3155762 -0.3883555 8.6574324 3.8596019 10.9861689 13.5951562 11.1513162 10.4520572 11.5170597 6.4634214 0.1966070 1.1966070 10.5864458 9.6628816 5.8211260 10.2428497 10.9028433 7.8619709 6.3259188 10.8866331 12.4051744 10.6116727 8.3531398 4.3395935 8.6991355 8.9836672 9.5629573 7.5034561 10.4382212 TCGA-43-3920 71 0 NA 1007 lung stage ib t2 n0 m0 male 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1959 r0 white not hispanic or latino 1 1 6 NA NA NA 3 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 8.912691e-06 2.913097e-06 6.3768115942029 35.9420289855072 30.4347826086957 8.40579710144928 18.8405797101449 NA 10.0720634 NA 1.6778916 7.3901887 2.3299846 4.3941162 4.6779085 0.8705817 4.1924783 5.1924783 2.0404717 11.5394371 3.5709972 7.1466766 2.9580074 NA NA 2.0404717 -1.1294183 8.7455335 10.3191847 7.1924802 5.2968171 8.5899410 5.2628691 11.6082220 4.4555113 5.7034413 NA -0.1294183 8.5233969 0.8705817 13.7483141 9.5323302 11.0417289 11.0196641 7.6486294 NA 10.7062078 0.4555442 11.0068608 3.5144127 NA 11.1261708 8.5885025 4.1196218 9.9705573 12.2091242 9.2510132 10.9569006 4.1924783 -1.1294183 9.1594183 4.9366426 6.4097117 10.3320315 5.2281029 11.0495281 0.4555442 8.8929198 5.2281029 4.5709911 1.6778916 2.1924783 6.8189196 NA 6.7894150 9.7160421 4.9998332 6.6971010 3.0404717 10.6560046 1.6529683 6.2714313 -0.1294183 NA 7.3422276 2.4555179 8.8929198 1.6778916 8.8305542 2.5709972 0.66087000 0.91036000 0.15913000 1.04660000 0.36068000 1.41050000 1.39920000 -0.01312700 0.38419000 -0.35590000 0.79840000 0.75595000 0.80519000 -0.38817000 -0.19746000 0.65369000 -0.00027724 -0.37313000 -0.08067400 -0.08067400 0.00360760 2.79320000 0.04123700 0.37314000 0.64139000 0.64139000 1.66070000 1.03800000 0.65498000 -0.28774000 -0.00763420 -0.37966000 0.13228000 0.15913000 0.15913000 -0.39208000 -0.39208000 -0.39208000 1.04660000 0.37615000 -0.36839000 -0.36839000 -1.16960000 -0.38806000 -0.38806000 -0.01312700 0.38419000 0.79840000 -0.43344000 -0.43929000 -0.27929000 -1.21180000 -1.21180000 -0.38817000 -0.00872180 -0.00872180 -0.39608000 -0.19024000 -0.19746000 -0.19746000 -0.00027724 -0.39516000 -0.35042000 -0.45007000 -0.00526100 -0.00526100 -0.04265200 -0.39198000 -0.03419600 -0.41113000 -0.03898600 0.37019000 -0.40495000 0.64139000 -0.36295000 -0.15937000 0.65498000 0.25605000 0.21330000 0.21330000 0.17287000 -0.104 -0.104 -0.197 -0.197 0.139 0.139 -0.350 0.000 0.000 0.000 -0.338 0.000 0.000 0.000 0.332 0.000 0.641 0.350 0.350 1.038 1.038 -0.363 0.655 0.159 0.159 -0.392 1.047 0.376 0.376 1.399 1.011 0.000 0.384 0.360 0.360 0.355 0.756 -0.388 -0.388 0.213 0.213 -0.104 -0.104 -0.197 -0.197 0.139 0.139 -0.350 0.000 0.000 0.000 -0.338 0.000 0.000 0.000 0.332 0.000 0.641 0.350 0.350 1.038 1.038 -0.363 0.655 0.159 0.159 -0.392 1.047 0.376 0.376 1.399 1.011 0.000 0.384 0.360 0.360 0.355 0.756 -0.388 -0.388 0.213 0.213 9.7661273 8.3684039 0.8705817 3.5709972 6.7894150 9.6128615 10.0714507 9.5865141 10.2655506 0.4555442 7.1137265 -0.1294183 1.6778916 13.3811309 0.8705817 9.1947327 9.4347016 6.7714195 11.5198397 11.8345319 5.7285328 11.4723229 12.2869538 4.1184760 8.4116487 0.8705817 2.6779141 10.3758674 8.8620738 NA 5.1924783 14.6596272 7.5779114 10.0622283 7.5180102 10.6337645 8.2059423 9.829830 10.986246 10.209288 NA 9.624604 5.677906 11.630856 9.073900 8.282063 10.677907 6.836337 9.090930 9.452694 9.123218 15.834137 9.748603 8.815996 10.126761 10.686336 13.015051 11.661511 4.348232 12.209124 10.532330 10.679918 9.781195 7.553546 14.213676 10.123218 2.192478 9.930573 11.3396851 10.7714189 2.4555179 8.7378307 10.0720634 10.3371384 13.3264527 8.1420151 8.8345896 9.2957680 9.4067994 10.5309937 14.7216179 4.1924783 6.8363370 9.6403899 8.1161048 6.1834349 9.3980292 10.4140673 NA 8.0677688 9.9480354 9.6730684 8.6271085 9.5323302 8.8592369 6.2368752 7.4058273 5.4852626 9.8159960 5.6519127 0.8705817 7.6617147 0.4555442 8.0354590 5.7531954 9.9705573 13.4566882 11.7552950 8.7744339 10.6258570 4.1924783 3.3941162 9.0442293 10.6955109 11.6925254 2.5709972 10.3320315 9.9319234 8.4778825 6.2368752 11.0495281 12.1854185 12.1431819 8.1017735 3.1184760 8.1947327 9.1507082 9.1455126 6.6649677 10.5993230 TCGA-43-5668 78 1 559 NA lung stage iia t1b n1 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA NA white not hispanic or latino NA NA 2 4 1 2 3 3 1 3 2 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 1.858834e-05 5.618116e-06 11.3475177304965 19.4326241134752 39.7163120567376 8.36879432624113 21.1347517730496 NA 12.2476090 NA -0.9227570 8.6779782 -0.9227570 3.5033996 8.5056639 0.3991164 9.2426713 2.8845002 0.3991164 9.4543466 4.8844905 4.9351155 -0.3378857 1.8844807 NA NA 1.6621143 7.8469740 11.4165687 11.3465551 5.3250625 8.7610080 3.7495664 10.1445706 -1.9230305 -1.9230305 NA 7.9273229 7.6336419 4.5200828 15.2995815 7.7209925 10.1314013 8.3579069 6.5447419 NA 10.5185242 3.5033996 9.8930438 4.4346883 5.4780140 NA 11.3992559 4.1248079 11.4208771 11.1079877 9.4461882 9.3482430 2.8845002 -0.9227570 10.0700745 NA 2.5365752 9.9486565 7.2669608 9.9230183 NA 8.5749882 8.5649764 5.3717575 -0.3378857 1.6621143 5.7353489 NA -1.9230305 9.8148059 5.2166877 NA -0.9227570 11.3147943 NA 6.4992017 0.6621143 2.1645932 -0.9227570 0.6621143 10.1662555 3.8584983 7.4434583 4.4237395 -0.0861200 0.2763100 0.2763100 -0.2447200 -0.0208240 0.1632500 -0.2740400 0.0000000 0.0000000 0.3026600 -0.1838300 -0.2930700 0.4870300 -0.2654000 0.2313200 0.2727100 0.7145300 -0.2619100 0.0459910 -0.0184900 -0.2747900 0.7541400 2.3705000 0.5238000 0.9686200 0.7944700 0.0080567 0.4096100 0.7366300 0.0943460 -0.0861200 -0.0861200 0.2736300 0.2763100 0.2763100 0.0279190 0.0146090 0.0146090 0.0362290 -0.0208240 -0.0275350 -0.0275350 -0.0275350 -0.2684100 -0.2684100 0.0000000 -0.5629600 0.3026600 -0.1691700 -0.2703300 -0.2789800 -0.2654000 -0.2654000 0.2217600 0.2548000 0.2548000 -0.5472400 -0.6166200 0.1848000 0.1309500 -0.2577300 -0.2619100 -0.2619100 0.0459910 -0.2798900 -0.2698500 0.2549600 -0.2699700 0.2367400 0.2367400 0.7541400 -0.2558800 -0.5853000 0.7944700 -0.2648000 -0.2721200 -0.3054500 -0.4506100 1.1747000 0.7010100 0.0943460 0.193 0.000 0.231 0.231 -0.176 -0.176 -0.262 0.000 -0.275 0.255 0.255 -0.060 0.236 0.000 -0.256 -0.303 0.492 0.000 0.000 0.000 0.000 -0.265 0.247 0.013 0.013 0.000 0.000 0.000 0.000 0.242 -0.026 0.000 0.000 0.287 0.103 -0.270 0.217 -0.044 0.222 -0.388 -0.388 0.193 0.000 0.231 0.231 -0.176 -0.176 -0.262 0.000 -0.275 0.255 0.255 -0.060 0.236 0.000 -0.256 -0.303 0.492 0.000 0.000 0.000 0.000 -0.265 0.247 0.013 0.013 0.000 0.000 0.000 0.000 0.242 -0.026 0.000 0.000 0.287 0.103 -0.270 0.217 -0.044 0.222 -0.388 -0.388 7.67146110 9.17451004 3.16459322 2.93512025 7.10504211 7.83035294 10.18009601 9.54066045 10.09637941 NA 7.72998095 -0.33788567 0.66211433 11.35122305 0.88448070 10.68331003 6.38547591 9.01891731 11.87061447 13.32798969 5.00787273 11.68954396 10.48997055 2.88912305 10.33746770 NA 7.71738100 8.45651459 9.50758357 -0.30454062 0.07710624 13.37021258 6.21668766 10.23195422 7.30595502 13.36881049 9.82028748 9.999721 12.126389 10.817549 -0.922757 6.247062 7.740694 12.683252 9.716477 8.390019 9.993389 9.950580 10.008609 10.889313 11.338203 14.197435 10.078896 8.998233 10.619926 7.675189 12.784118 10.978569 5.129052 11.107988 13.254750 11.291152 10.555653 7.229421 13.106727 2.884500 1.247077 9.862997 12.34384949 11.84511365 4.24706164 9.31911932 12.24760895 11.29145530 14.13844363 8.85521328 8.61375264 8.02257976 8.99077366 8.13512799 16.63171751 9.24267133 9.95058025 11.82228521 10.02367702 5.81184604 11.44222829 8.57797785 NA 9.04580306 11.78826535 9.78147217 7.53246347 7.72099252 9.73490112 8.68446636 8.61241148 6.99301535 10.82281052 NA -0.92275700 9.33864347 0.07710624 9.22051933 7.27680836 11.42087705 12.17492141 11.11793953 11.16774485 11.01266958 2.88450024 NA NA 10.36282732 11.59419036 4.34391943 9.94865647 11.16459900 8.96206976 6.58493094 9.92301826 11.68769966 10.58938280 9.82574827 0.39911639 10.16956303 10.12984350 9.87520288 6.43468827 10.77236448 TCGA-43-5670 70 0 NA 849 lung stage iia t2b n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1970 NA white not hispanic or latino NA NA 6 1 2 3 3 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0615907 -0.4797538 -1.4795526 7.7076042 NA -1.4795526 2.1052087 NA 10.9525330 3.1052087 NA 9.0496825 10.1038050 2.3276011 -1.4795526 0.8422146 NA 2.1664262 -1.4795526 6.1201653 11.1668108 4.8056536 2.2207014 8.5188424 3.8421844 10.9243292 NA NA NA NA 8.3452110 NA 14.9346544 10.7669927 11.8005879 12.1996222 4.0121038 NA 11.0649750 6.1201653 9.7376888 1.9796961 NA 7.1748877 11.0051983 2.6901712 11.0501706 12.2130648 9.7508729 9.2591465 1.1052087 NA 9.3720011 1.6901936 -0.4797538 10.9929429 0.5202462 10.1340416 3.6077091 8.3420262 2.6077209 0.8422146 NA NA 5.2481743 NA -0.4797538 9.2163503 5.8421793 NA NA 10.8714674 NA 0.1052758 0.5202462 NA 6.2276121 3.5646464 7.1349622 NA 8.3436192 NA -0.033405 0.445110 0.479930 1.086300 -0.081206 2.697500 2.889900 0.519430 -0.088109 0.491300 -0.083200 0.885260 1.468000 -0.103810 0.418940 0.450880 -0.075600 0.000000 -0.074411 -0.110770 1.111900 0.401610 1.525700 -0.081871 3.640400 2.229500 1.028700 3.656900 2.106200 0.447150 -0.055364 -0.033405 0.306810 1.040300 0.465360 0.483890 -0.100560 -0.100560 1.085700 -0.123790 -0.081206 -0.081206 -0.081206 -0.109330 -0.121080 1.051900 -0.088109 -0.083200 -0.790930 0.836870 -0.107880 -0.107880 -0.107880 -0.103810 -0.314360 0.287230 0.318060 -0.112010 0.418940 0.418940 -0.142580 -0.017254 0.000000 -0.108020 -0.127460 -0.684370 -0.693870 -0.149650 -0.127840 -0.101050 -0.709350 -0.128880 -0.103550 0.420160 -0.092213 0.472890 0.339660 -0.519590 0.474610 0.474610 0.467590 0.309 0.309 0.313 0.419 0.451 0.000 0.000 0.000 -0.105 -0.140 -0.140 -0.101 -0.101 0.906 0.000 -0.115 0.305 0.000 0.000 0.312 0.312 0.000 0.405 0.480 0.480 0.512 0.512 0.000 0.000 0.535 -0.121 0.519 0.519 0.491 0.000 0.885 0.885 -0.108 -0.108 0.475 0.475 0.309 0.309 0.313 0.419 0.451 0.000 0.000 0.000 -0.105 -0.140 -0.140 -0.101 -0.101 0.906 0.000 -0.115 0.305 0.000 0.000 0.312 0.312 0.000 0.405 0.480 0.480 0.512 0.512 0.000 0.000 0.535 -0.121 0.519 0.519 0.491 0.000 0.885 0.885 -0.108 -0.108 0.475 0.475 6.3594562 7.8909397 NA 5.9296419 7.2549615 8.8898495 10.3766776 8.3003818 12.2789958 -0.4797538 7.0359516 NA 0.1052758 12.3476940 1.3276299 10.5502294 7.8399243 8.7846947 10.8840501 13.2301436 1.9796961 11.4135536 10.7873313 -0.4797538 12.9659783 NA 5.3782342 9.1192350 9.3975131 1.9849174 2.9125732 15.2073406 8.0535817 8.6443733 3.6901824 9.8876668 9.7811717 10.336436 11.525175 9.539148 2.520246 8.427143 5.607715 13.749897 9.223291 12.022711 6.942316 9.035952 10.612659 5.659805 11.390424 14.650541 12.806593 5.796377 10.941791 9.799863 12.772917 11.052852 6.181460 12.213065 10.466793 10.254962 10.248172 8.276808 14.326037 7.659803 2.690171 10.437997 11.5552229 9.8044978 NA 9.0030599 11.0615907 11.3606366 14.2001983 9.0230840 9.6210656 9.8500483 9.8200096 9.5039583 10.8079645 10.9525330 9.0359518 9.7823470 9.7369980 4.3782342 4.7297050 12.4173412 -0.4797538 7.8240327 9.6241954 8.8778041 9.6010695 10.7669927 8.7776400 2.7681843 2.6901712 3.3782342 9.7846947 6.9837769 2.5202462 8.8887585 -0.4797538 9.6775990 5.3146675 11.0501706 13.3325297 11.0557705 10.8027613 10.8780790 1.1052087 -0.4797538 NA 10.2089394 9.9704324 2.1052087 10.9929429 10.5488489 4.6901768 6.8240333 10.1340416 12.8823329 10.6854731 7.7917151 6.7586563 6.0976803 9.9925723 10.0295323 7.6649102 10.4697141 TCGA-43-6143 70 0 NA 699 lung stage ib t2 n0 m0 male 2010 NA no 80 lung basaloid squamous cell carcinoma 114 1953 rx white not hispanic or latino NA NA 5 1 3 2 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 7 0 0 5 4 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 7 0 4 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 4 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 4 9.294168e-06 2.774378e-06 13.0311614730878 23.5127478753541 29.1784702549575 8.21529745042493 26.0623229461756 0.9998557 12.6377727 -1.1700693 -1.1700693 8.2759643 -2.1700693 2.8299104 4.4993676 NA 11.4843270 6.1382534 -1.1700693 11.3540891 4.9488578 6.6210775 0.9998557 9.1164724 1.9998557 -2.1700693 -1.1700693 7.6145494 12.0638339 7.2893467 6.8960042 10.4360885 2.9591952 11.8690908 0.1518588 0.9998557 NA 0.1518588 5.8186001 10.6677397 13.4425817 9.7613910 10.5402907 12.1701125 7.0393676 2.4148662 11.1874667 0.1518588 8.7757242 5.4519661 NA -0.1700693 11.6211702 4.2237778 11.4651794 12.7022048 11.4526529 9.3816807 3.1518426 NA 10.7283272 NA 3.8522786 10.5635656 3.7368105 8.2551306 5.5981002 10.5820863 5.1060384 7.3864204 0.1518588 -1.1700693 5.5093950 -2.1700693 2.9173745 9.6734432 5.2477680 -1.1700693 1.4148932 11.4472674 0.4363751 1.6372856 -0.2864801 3.0393665 3.2561804 -2.1700693 9.0123092 2.6878893 8.5407213 1.1518588 0.5136800 0.4867900 0.3395000 2.3878000 -0.3219300 0.5512400 0.3952900 -0.4705600 -0.4705600 -0.0385780 0.0070826 0.0597940 1.1296000 0.5634700 0.5825600 -0.2825100 -0.2767900 0.6692400 0.4682700 0.4342900 0.1869200 -0.0419740 0.5448800 -0.5684300 0.4299100 1.3413000 0.5663200 0.6226000 0.8542300 0.0688080 0.0856540 -0.4143200 0.3499000 0.0380650 -0.3571600 -0.5302200 -0.5565700 -0.5565700 0.7341600 -0.6911500 -0.3085000 -0.3306300 -0.3692900 0.4415500 0.4153000 -0.6732300 -0.4971600 -0.0220580 -0.0110600 -1.2929000 0.4582000 1.0833000 1.2167000 -0.5300900 -0.5115200 -0.5115200 -0.0881090 -0.5518600 0.4312500 0.3464800 -0.3055700 -0.2922500 -0.2326400 0.4277200 -0.0756120 -0.0756120 -1.1457000 0.2640400 -0.5423900 0.0018030 -0.0419740 1.1868000 -0.5280800 0.6456100 0.4549600 0.4846600 -0.1531100 0.0686650 0.0686650 0.0546840 0.0843540 -0.408 0.000 -0.552 0.425 -0.256 -0.256 -0.252 0.434 0.000 -0.143 0.121 -0.464 0.000 -0.186 1.022 0.430 0.430 0.808 0.808 0.623 0.623 0.485 0.263 0.416 0.302 -0.530 0.640 -0.331 -0.331 0.395 0.395 -0.620 -0.620 0.000 0.000 0.000 0.000 1.083 0.560 0.000 0.000 -0.408 0.000 -0.552 0.425 -0.256 -0.256 -0.252 0.434 0.000 -0.143 0.121 -0.464 0.000 -0.186 1.022 0.430 0.430 0.808 0.808 0.623 0.623 0.485 0.263 0.416 0.302 -0.530 0.640 -0.331 -0.331 0.395 0.395 -0.620 -0.620 0.000 0.000 0.000 0.000 1.083 0.560 0.000 0.000 8.5433014 8.3950169 0.8299307 10.5415817 5.8743076 8.2995565 11.2297266 8.8412259 8.9286048 -2.1700693 7.9630567 -0.5851068 -0.1700693 11.2172590 -2.1700693 11.1958735 7.8171787 9.4363199 11.7769489 14.7165282 3.2893476 10.3091897 11.4964716 1.4363751 5.2136195 NA 1.7368213 8.3768091 9.8477600 -0.3260818 3.7125628 13.7466806 8.3997705 9.7613910 5.7307812 13.2911383 10.8077312 10.656265 12.136617 10.897013 1.151859 10.394302 4.133695 11.278805 10.761576 8.909400 10.400956 8.592297 11.659630 10.112714 13.346661 13.990338 12.481583 6.868834 10.886180 11.864714 12.522530 11.111120 5.543886 12.702205 12.041955 11.065630 10.603466 8.445544 13.301133 10.184715 3.414880 10.949666 10.525795 12.167885 1.999856 10.534467 12.637773 11.678538 13.182818 9.533386 10.644818 8.746541 10.101086 9.791726 13.843107 11.484327 8.592297 10.835188 7.868834 6.110685 7.495251 12.059034 NA 7.376810 11.064882 9.973936 7.574749 9.761391 9.554002 5.361295 5.736805 6.004841 9.706815 3.874305 9.204411 9.139959 NA 9.862649 3.938436 11.465179 13.410615 10.323020 12.092817 11.338824 3.151843 2.353464 4.039367 11.646398 10.789373 3.637274 10.563566 11.492583 7.004841 7.726247 8.255131 11.972181 10.399533 8.640486 -2.170069 6.014790 8.891495 10.305395 9.215238 10.148175 TCGA-43-6647 69 0 NA 757 lung stage iib t2b n1 mx female 2010 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 36 1959 rx white not hispanic or latino NA NA 2 4 NA NA 3 1 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.063241e-06 1.525908e-06 9.23076923076923 25.6410256410256 30.7692307692308 7.69230769230769 26.6666666666667 -1.4173477 11.8370456 0.9046575 3.4896457 8.6568964 -1.4173477 0.9046575 4.5827547 -1.4173477 3.1677112 8.4484884 1.3901174 12.3834528 9.7489182 8.9932065 0.5827487 4.7725772 NA 3.3408471 -0.4171550 8.1373437 11.7267759 9.1469047 1.9046960 9.4963924 4.7120399 9.0298382 NA 3.4896457 NA 0.5827487 9.0994401 0.9046575 14.9869814 9.6141117 9.7964668 12.0817289 8.3191568 NA 10.1464280 8.2762421 9.8766175 4.5134907 -0.4171550 9.2534114 11.3952934 5.9146578 11.3836549 10.9075403 10.5238026 10.4589190 5.1974644 NA 9.7203867 -1.4173477 3.7922098 11.6811162 4.8681583 9.8163747 0.5827487 9.7305960 6.9226046 4.1677192 NA NA 8.1257869 -0.4171550 NA 9.0411617 5.3509392 NA -1.4173477 10.8235464 0.1385524 4.5600362 -1.4173477 2.0421890 4.8681583 NA 10.6834174 0.1677433 6.7426261 3.3567495 0.0000000 1.7570000 -0.0121620 0.2256100 1.7863000 0.5343200 0.5343200 -0.0231550 -0.0231550 0.1278600 0.1278600 2.1855000 0.1676000 -0.1605300 0.0714280 0.0465590 0.0465590 -0.1407800 0.0258120 0.0258120 0.0135070 -0.0465830 -0.1438900 3.0445000 0.0659420 0.0659420 0.0536640 0.0536640 0.1089100 0.0144700 0.0000000 0.0000000 0.0586520 -0.0121620 -0.0121620 -0.0963080 -0.0963080 -0.0963080 -0.0963080 0.0849320 -0.0373540 0.2156000 -0.2602300 -0.1433500 -0.1415500 0.0101460 -0.0231550 0.1278600 0.1278600 -0.1477200 -0.0417020 -0.3860500 -0.1605300 -0.1605300 -0.1433400 -0.1433400 -0.0011087 0.0821880 0.0714280 -0.1465700 0.0465590 -0.1407800 -0.1407800 0.0258120 0.0478160 0.0478160 0.0955080 0.0955080 -0.0465830 -0.0465830 -0.0465830 -0.0841300 0.0659420 0.0659420 0.2510700 -0.1403900 0.1030500 0.0144700 0.0144700 0.0144700 0.0144700 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.251 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.393 -0.142 0.000 0.000 0.128 0.128 0.020 0.168 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.251 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.393 -0.142 0.000 0.000 0.128 0.128 0.020 0.168 -0.141 -0.141 0.000 0.000 8.7120382 8.4108914 0.5827487 4.7526790 9.1573487 9.3763583 11.1395006 9.4360646 10.4504199 3.1063148 5.8495415 1.1677433 1.7526630 13.0995631 1.1677433 10.4780464 9.6781520 9.6774926 10.7724685 14.4502269 4.1063148 11.1168147 10.6922593 0.1677433 9.4926482 0.5827487 8.1993038 8.5369512 10.2485262 NA 0.1677433 13.7254605 7.6078947 10.4535050 7.6078947 10.2043491 10.9231616 10.808866 12.299146 10.713004 -1.417348 10.311526 6.160184 11.835273 9.620988 8.545651 12.003636 7.297001 11.636847 4.513491 9.862946 13.343839 11.311738 10.986566 11.281243 7.856551 13.176146 10.688009 4.087055 10.907540 12.392222 11.247647 10.683089 9.876801 12.880636 7.465398 4.772577 12.319051 10.8996022 11.7970742 -0.4171550 9.3534190 11.8370456 10.5911837 13.9858989 9.6189287 8.4453923 8.4911476 10.4911477 8.9436023 15.5726484 3.1677112 7.2970006 11.4055250 9.4282452 7.3072691 10.6893180 12.5004069 NA 8.9621334 10.8250360 10.0620301 10.3909148 9.6141117 7.9425045 8.6807871 7.4251051 7.6434507 9.7023447 -1.4173477 1.1677433 9.5764012 -0.4171550 9.2961417 6.5075679 11.3836549 12.7362279 10.8539263 10.9718486 11.5730363 5.1974644 0.1677433 5.4407363 13.6005204 11.2685989 4.6271515 11.6811162 11.9557561 7.9577945 4.7725772 9.8163747 11.5639656 9.9001676 10.0048199 -1.4173477 7.9707726 9.1706264 9.5650356 8.6622397 10.4588883 TCGA-43-6770 59 0 NA 653 lung stage ib t2a n0 mx female 2011 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 34 1977 rx black or african american not hispanic or latino NA NA 5 2 2 3 2 2 4 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6.485109e-06 2.080784e-06 12.6984126984127 20.6349206349206 28.1746031746032 12.3015873015873 26.1904761904762 NA 11.12710380 NA 4.25799120 7.88346625 4.96543338 -1.04572923 5.89707339 -0.46076673 5.76156187 5.65464748 -2.04572923 10.32216826 6.64070768 5.98763011 -0.46076673 -0.04572923 0.76154060 -1.04572923 1.41364824 7.73556753 12.36796772 8.38047232 6.26709004 9.25912934 3.41363470 10.06860068 2.76156187 6.11911543 -2.04572923 1.41364824 6.59083253 -0.46076673 13.56389884 11.03918200 11.21483314 11.59817647 7.41773186 -1.04572923 12.00405613 1.12412959 9.07773409 4.44605768 -0.46076673 3.76156187 11.22174485 4.22323718 10.47727945 13.52165748 12.02634019 10.17088673 5.39715264 NA 10.66780885 -0.04572923 3.81219014 9.47923885 3.20213558 10.32353231 2.81219014 9.50110212 5.78075628 5.22099542 -2.04572923 -0.46076673 6.30735384 NA -2.04572923 9.20746415 6.11911543 NA -2.04572923 12.12303636 3.01555109 3.12412959 0.76154060 1.41364824 2.12412959 1.12412959 9.69777973 -0.46076673 7.44003694 1.68212379 0.0475520 0.0690950 -0.0173910 2.2533000 0.0647970 0.0522410 0.0620800 0.1250500 0.1250500 -0.1068700 -0.1023700 0.1718100 0.5029000 -0.5962400 0.0744450 0.7478400 0.5100200 -0.3093000 -0.6019700 0.0770670 0.8683100 0.3217300 0.0911550 0.0911550 0.0105640 0.0105640 0.0708170 0.0708170 0.5793400 0.0619370 -0.6041000 0.0475520 0.1248300 -0.4359400 -0.0128510 -0.6031300 -0.5977900 -0.5977900 -0.0029091 -0.0627640 -0.4952700 0.0716780 -0.6216100 -0.5146500 -0.4586400 -0.0122000 -0.5358100 -0.4912000 0.3962900 -0.6276000 -0.4620600 -0.6314000 -0.6314000 -0.5962400 -0.5783200 -0.5783200 -0.5449700 0.0744450 0.2720600 -0.8622400 -0.0893020 -0.5861800 -0.3093000 -0.6019700 0.0621590 0.1302200 0.1975600 0.4272100 -0.0324500 -0.4313800 0.3217300 -0.6047700 -0.5437100 -0.6040000 -0.0210980 -0.0210980 1.3648000 -0.5089800 -0.5089800 -0.4582200 0.0619370 -0.545 -0.545 0.000 0.000 0.748 0.000 -0.309 -0.602 0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.155 0.000 0.000 0.000 1.120 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 -0.459 0.125 0.125 -0.102 -0.102 -0.456 0.172 -0.383 0.000 -0.458 0.000 -0.545 -0.545 0.000 0.000 0.748 0.000 -0.309 -0.602 0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.155 0.000 0.000 0.000 1.120 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 -0.459 0.125 0.125 -0.102 -0.102 -0.456 0.172 -0.383 0.000 -0.458 0.000 9.13224986 9.14588376 -0.04572923 5.67530785 7.76638513 9.70240042 10.68743482 9.28902267 9.06338537 3.99860171 6.72239225 -2.04572923 1.76158314 11.71731618 -0.04572923 11.19171630 7.85658240 9.48021765 11.27362288 15.08895475 4.89672232 10.85771287 11.44254986 -0.33206247 8.38256783 NA 5.36359863 8.42079396 10.26848773 1.20213558 4.31175740 15.13140324 8.34974167 9.69483163 5.61242033 10.52145067 9.36147537 10.407478 12.519191 10.364394 0.539134 8.755916 9.432472 10.784525 9.597613 7.902575 10.495788 8.255704 11.690269 7.621319 13.523321 13.912103 12.232730 8.260269 11.314094 7.759951 12.543039 11.130848 6.724211 13.521657 11.539874 10.624421 10.586521 6.987630 14.208532 12.818345 5.568917 11.155413 10.97153795 11.05651139 0.27607973 9.37994797 11.12710380 11.30252081 15.05396559 9.75631997 10.02088538 7.96123494 10.59940669 9.14834870 14.34303212 5.76156187 8.25570372 11.77896749 6.66501465 5.39715264 8.05487018 12.63330276 -1.04572923 8.11281740 11.57580162 9.40644887 9.81296568 11.03918200 8.10395444 6.20687371 5.97657443 5.64070768 9.64027025 NA 5.21159632 8.79262373 -0.46076673 9.29071422 4.86109683 10.47727945 13.08135557 11.07752068 10.86428815 11.75743060 5.39715264 -2.04572923 -0.04572923 12.05724944 10.73433721 5.49336553 9.47923885 11.94298100 9.61598562 3.41363470 10.32353231 11.74984144 9.88863565 9.23381809 0.27607973 7.95138730 9.18828841 10.18932435 8.33899125 10.15080970 TCGA-43-6771 85 1 166 NA lung stage ib t2 n0 mx male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1936 rx white NA NA NA 2 4 2 1 1 1 3 2 1 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.964914e-06 1.491228e-06 12.037037037037 17.5925925925926 43.5185185185185 5.55555555555556 21.2962962962963 NA 11.5778034 -1.8799135 NA 7.2572851 1.2902474 -1.8799135 1.2902474 -1.8799135 2.2902180 6.6320471 -1.8799135 12.0941709 8.5497011 7.4240747 NA 2.4422269 NA -1.8799135 -0.8796481 7.8917837 11.0973952 7.9813812 -0.8796481 8.4056963 2.7641550 10.9458493 NA -1.8799135 NA NA 8.0730356 -0.8796481 14.9039064 11.3883976 9.8533096 12.4821695 5.0029365 NA 9.8289471 -0.8796481 9.6634565 0.4422269 NA NA 11.5478598 3.0768156 10.8074512 11.9648863 11.9891168 10.1218995 0.1203519 -0.8796481 9.3156665 3.0744883 3.8207304 11.5512694 5.3101183 10.5158283 NA 8.7478281 6.9594978 -1.8799135 NA NA 8.9380773 -1.8799135 NA 9.2090824 4.0271806 NA NA 10.9702857 0.4537546 4.4422203 0.9276689 1.4422269 NA NA 8.9372779 NA 5.9147104 2.4042219 0.00722170 0.00624810 0.00624810 0.24373000 -0.22941000 0.00000000 0.00000000 0.00402430 0.00402430 0.89157000 -0.23483000 -0.23789000 -0.23789000 -0.22293000 3.65690000 0.18359000 0.14518000 0.00346870 0.23318000 0.23318000 -0.06906400 0.00305220 -0.00788630 -0.00788630 -0.06007600 -0.06007600 -0.23557000 0.21837000 -0.20249000 0.00027728 0.00268200 0.00722170 0.00624810 0.00624810 0.00624810 0.23503000 0.24373000 0.24373000 0.24373000 -0.22941000 -0.22941000 -0.22367000 -0.22367000 0.00000000 0.00000000 -0.00278610 0.00402430 -0.23374000 -0.23483000 -0.23789000 -0.22034000 -0.92182000 -0.22293000 -0.22293000 -0.01395300 -0.01395300 -0.01395300 0.24326000 -0.22410000 -0.22410000 0.14518000 0.00346870 0.00346870 0.23318000 -0.06906400 -0.06906400 -0.09098700 -0.09498800 -0.01697300 -0.01697300 0.00305220 -0.00788630 0.00750000 -0.06007600 -0.23887000 -0.23887000 -0.20249000 0.00027728 0.00027728 0.00027728 0.00027728 0.000 0.000 0.233 0.233 0.184 0.184 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 -0.437 0.000 0.000 -0.236 -0.017 -0.239 -0.202 0.000 0.000 0.244 0.244 -0.229 -0.229 0.000 0.000 0.000 0.000 0.880 -0.234 -0.238 -0.238 -0.223 -0.223 0.000 0.000 0.000 0.000 0.233 0.233 0.184 0.184 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 -0.437 0.000 0.000 -0.236 -0.017 -0.239 -0.202 0.000 0.000 0.244 0.244 -0.229 -0.229 0.000 0.000 0.000 0.000 0.880 -0.234 -0.238 -0.238 -0.223 -0.223 0.000 0.000 7.8851656 7.9547651 NA 7.6920470 10.1318710 9.1488909 10.8280847 10.1561243 10.4255010 -0.8796481 4.4778457 NA 0.9276689 12.4245742 0.1203519 10.9332737 6.0451065 8.6221313 11.1671744 14.3408615 4.7052591 11.5007553 10.6256096 NA 13.3000090 NA 3.7052591 10.2262028 9.7368386 NA NA 16.1769849 8.0181395 9.5339221 5.4778457 10.5190379 10.4618131 9.097574 12.087971 10.272262 NA 6.499672 9.217668 12.163236 8.922811 7.610142 10.652650 7.665258 12.652145 6.062808 12.303619 14.190793 11.509119 8.554923 11.348512 6.142663 13.600011 12.236801 4.625393 11.964886 12.590127 9.736383 10.594254 7.610142 14.218698 7.727624 NA 9.406274 11.2350126 11.2109029 -0.2947740 9.2725792 11.5778034 10.6955971 15.0743766 9.5822852 8.5514364 7.9032926 10.5830521 8.9681345 15.4131101 2.2902180 7.6652585 11.0851765 7.7239203 6.2952198 7.1089791 12.0788470 NA 7.6787149 10.7343138 11.0607914 9.9364779 11.3883976 6.8917837 5.2077562 7.0120781 4.8482123 8.8267903 NA 1.2902474 8.1674181 -0.8796481 9.5249037 4.2495743 10.8074512 13.1674181 11.3303567 11.0672005 11.7359239 0.1203519 NA NA 12.1641759 9.4189297 3.7052591 11.5512694 11.4702665 5.7052564 6.1202939 10.5158283 12.4035273 10.1283727 9.4926151 NA 7.3026883 9.0674050 9.9436615 6.4909824 9.7869621 TCGA-43-6773 76 1 116 NA lung stage iib t2 n1 mx male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white NA NA NA 2 4 NA NA 4 2 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8429451 NA -0.8682788 7.1203934 -0.8682788 4.4536361 5.0378786 1.9390761 11.7114957 6.7091376 -0.8682788 10.6315542 6.4980306 5.3411603 0.7166837 0.1317212 NA -0.8682788 1.4536493 9.0250100 11.3469379 10.3551067 3.2191685 9.2852603 4.4171099 10.6469153 -0.8682788 -0.8682788 -0.8682788 7.9031980 8.7519283 0.1317212 14.9320236 10.1930795 11.9328104 11.6434610 6.2814553 NA 11.6747401 4.1760993 8.9676640 4.1760993 NA NA 11.7373013 4.4550773 10.7096092 12.7661655 11.0583749 10.3062033 4.4536361 NA 9.0097592 NA 4.9896885 10.6862972 6.7827598 9.3760722 NA 9.6335455 6.5410997 7.3116175 NA -0.8682788 8.1678817 1.1317212 NA 8.8407921 4.7464203 NA NA 11.0539211 NA 6.2085231 3.2191685 3.2191685 NA 2.7166617 9.7138503 -0.8682788 6.0143508 1.9390761 0.0000000 0.0957980 0.0154470 0.0232860 -0.1047000 0.0312950 0.5521300 0.0394780 0.0394780 0.1417600 0.1417600 -0.0141430 0.0875340 0.0455660 -0.0838050 0.0442900 0.0442900 -0.0423810 -0.0273980 -0.0331360 0.0289030 -0.0317680 -0.0279450 -0.0279450 -0.0536110 -0.0536110 0.2143800 0.2143800 0.0432990 0.0068044 -0.0295710 0.0000000 0.0957980 0.0957980 0.0154470 0.0232860 0.0232860 0.0232860 0.0232860 -0.1047000 -0.0982860 -0.1032900 -0.1032900 -0.1023700 -0.1023700 0.0394780 0.0394780 0.1417600 0.1417600 -0.0141430 0.0455660 0.0455660 0.0455660 0.0455660 -0.0260300 -0.0260300 -0.0306020 -0.0297210 -0.0838050 -0.0838050 0.0442900 -0.0423810 -0.0423810 -0.0273980 0.0289030 0.0289030 -0.0328600 -0.0328600 -0.0317680 -0.0317680 -0.0317680 -0.0279450 -0.0536110 -0.0536110 -0.0323140 -0.0323140 0.0432990 0.0068044 0.0068044 0.0068044 0.0068044 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.214 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 -0.102 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.214 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 -0.102 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 0.000 9.0960491 7.8865959 NA 7.6939511 7.1032521 9.9542792 9.8698006 8.3484542 10.4274772 NA 6.3016334 0.7166837 0.1317212 12.1525147 1.4536493 11.3387226 5.4892603 9.5121694 10.7020859 13.9141435 6.0624456 10.7546753 10.6124986 -0.8682788 9.0370953 NA 12.4426051 8.5023958 9.5880525 2.8552722 3.3016315 14.6983273 7.5453360 10.0866316 6.6074413 11.0580043 9.7997069 10.773309 11.907936 9.715731 NA 7.197798 8.047587 11.658452 9.444591 7.800593 10.271260 7.948692 10.402588 8.430916 12.903714 13.292919 11.275410 9.421727 10.450816 9.353295 13.349212 10.740887 4.655587 12.766165 11.577241 10.751470 10.533654 6.678603 13.577998 9.920427 3.379635 9.753760 10.6708672 11.2487020 1.7166837 8.7482573 11.8429451 10.6537994 14.2860122 9.3617287 9.2430788 8.5261710 10.7385762 8.9130680 16.1911479 11.7114957 7.9486919 11.2893710 6.6708672 7.4760041 12.3890962 11.1798546 NA 9.6424725 10.5563995 9.3855557 10.6694121 10.1930795 7.4445909 8.7445769 8.5325878 6.2506490 8.5537733 0.1317212 7.2138576 8.2323706 1.1317212 9.2031708 1.9390761 10.7096092 12.6465456 10.3719034 10.5839495 11.3487573 4.4536361 6.1977966 1.9390761 12.6702610 10.3270806 5.2609929 10.6862972 11.3344444 9.9179780 4.8041362 9.3760722 12.4306301 10.2991265 9.7683329 4.0859005 7.0020735 10.2126191 9.9342247 7.4263293 10.0250098 TCGA-43-7656 71 0 NA 596 lung stage ia t1b n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 45 1956 NA white not hispanic or latino NA NA 4 4 1 1 3 3 1 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.2361597 NA 4.8608883 7.6235918 NA 4.0583338 3.0243906 -1.3681041 7.7818167 8.9551247 -1.3681041 10.8611891 4.7613544 3.8019967 NA NA 0.6320820 1.8019864 NA 8.2263944 11.9295593 8.0791530 9.1526884 9.3307746 0.9539729 11.5005066 NA NA 2.2170446 NA 9.8542610 9.4609997 14.1726493 9.6348849 11.2182059 10.7399407 4.2467805 NA 10.2132705 1.4394104 8.6296728 4.2467805 -0.3679180 1.8019864 11.9733065 5.0124882 10.5572534 11.8513761 11.1158856 9.8011994 3.3869627 NA 9.2650651 -0.3679180 3.3325074 11.6942847 6.6764635 10.1209142 NA 9.6036134 6.3325092 6.0329494 NA NA 7.0996750 -1.3681041 NA 9.7021909 5.1398665 NA NA 11.4156820 -0.7449223 5.9081932 0.2169825 -1.3681041 0.6320820 0.6320820 9.4490535 6.8366412 7.8069955 3.0967341 0.00402430 0.00597000 0.02763800 0.54206000 0.00305220 0.87647000 0.50602000 0.01572700 0.01572700 -0.04075200 0.01335300 0.04103400 0.04103400 -0.49413000 0.00694350 0.02132300 0.01265500 -0.37053000 -0.53896000 -0.51835000 -0.02500200 0.00569190 -0.33906000 -0.33906000 2.30170000 0.00013863 0.17257000 -0.19725000 0.01698500 -0.25164000 0.00069327 0.00402430 0.01586600 0.00597000 -0.01119800 -0.56195000 -0.56195000 -0.56195000 0.01349200 -0.56196000 -0.54522000 0.01307400 0.01307400 -0.55106000 -0.55422000 -0.03308300 0.01572700 -0.58667000 0.48251000 -0.07026900 -0.45608000 -0.44685000 -0.49413000 -0.53520000 -0.58009000 -0.58009000 0.00305220 -0.56664000 0.00694350 -0.01794100 0.01265500 1.45170000 -0.47638000 -0.53896000 -0.03871400 0.00833510 -0.57644000 -0.01642900 -0.55377000 -0.55377000 0.00569190 -0.33906000 -0.66217000 0.00013863 -0.57645000 -0.56783000 -0.00802440 -0.24265000 -0.24265000 -0.24265000 -0.23704000 0.000 0.000 0.000 0.000 0.000 0.000 -0.476 -0.539 0.000 -0.560 0.000 -0.554 -0.554 -0.339 -0.339 -0.545 -0.545 0.000 0.000 0.173 0.771 -0.552 0.000 0.000 0.000 -0.538 0.000 -0.562 0.000 0.506 -0.045 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 -0.560 -0.243 -0.243 0.000 0.000 0.000 0.000 0.000 0.000 -0.476 -0.539 0.000 -0.560 0.000 -0.554 -0.554 -0.339 -0.339 -0.545 -0.545 0.000 0.000 0.173 0.771 -0.552 0.000 0.000 0.000 -0.538 0.000 -0.562 0.000 0.506 -0.045 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 -0.560 -0.243 -0.243 7.7301019 8.2356964 3.0243906 5.0071103 6.9940139 10.1571012 10.1590581 8.6516606 9.9758107 0.6320820 7.1438230 NA 0.9539729 12.4881063 1.9540101 10.8850309 6.4712736 9.5531669 11.0648806 13.9938423 7.6404987 11.2902813 12.1924027 -0.2108968 4.6764649 NA 2.6320588 8.7115548 10.0806715 -0.1916561 0.2169825 13.9392351 8.2522898 8.9874209 4.7613544 11.2509142 9.4289206 11.054660 11.397977 10.002212 6.740594 9.893577 9.910519 10.667213 9.971363 9.123923 10.952588 5.439424 10.481041 10.199075 10.636290 14.242489 11.806527 8.035082 10.992368 7.643297 12.899369 11.444849 4.951830 11.851376 12.145921 10.884144 11.228027 6.944953 14.437166 8.085341 6.994014 10.634533 10.8548648 12.0141534 1.4394104 9.0625225 12.2361597 11.4530465 13.5561846 10.4685148 10.3157751 9.0286747 10.0677245 8.5672347 15.2003823 7.7818167 5.4394237 10.9341376 8.8415231 6.8415228 10.1012029 12.5275505 NA 8.6613570 11.2666540 10.2287255 8.1731664 9.6348849 9.5230940 8.6432970 8.2356964 5.7613518 10.0227763 0.6320820 0.6320820 7.9918194 -0.3679180 9.0016672 7.7767278 10.5572534 13.3837708 11.1995506 11.0940608 11.0801862 3.3869627 2.5389602 NA 11.5321819 10.0935493 4.5862663 11.6942847 11.5703630 5.8415228 5.1398665 10.1209142 13.8354943 10.7645696 10.4716674 0.2169825 4.5862663 10.3011453 10.5419629 8.4297314 10.5524227 TCGA-43-7657 68 0 NA 236 lung stage ia t1 n0 mx female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 45 1957 NA white not hispanic or latino NA NA 6 3 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2643301 NA 1.4040311 8.2805360 1.4040311 2.4040311 8.1906642 NA 10.4222192 9.6454064 -0.5959689 10.8242425 5.5125430 3.2619971 -0.5959689 -0.5959689 4.0187321 0.2480490 NA 6.8958721 11.8923613 6.3048852 3.9275836 8.2557679 -1.5959689 9.2049188 -1.5959689 2.6519357 NA -0.5959689 5.9964769 -1.5959689 15.3773569 10.2954230 11.3935909 11.3426797 5.2241985 NA 10.8820302 4.4263855 8.4562201 2.8634429 NA 1.7259592 10.8130837 3.1083404 10.5767591 11.9796138 11.8779784 10.0443679 5.0039305 NA 11.2311632 NA 4.1589025 11.1009865 0.9889936 6.5588370 2.1044709 8.6448102 4.7963382 2.6519357 NA NA 5.5020505 -0.5959689 NA 8.7112199 4.5333017 -1.5959689 0.4040311 11.9151540 2.1947805 1.4040311 NA 4.9578403 6.6894208 NA 8.1387285 1.5739561 8.1285326 NA 0.165950 0.055228 -0.221580 3.514400 3.656900 1.897100 1.937600 -0.024661 -0.024661 0.630980 0.607450 -0.720570 0.994260 -0.326930 0.247310 0.000000 0.000000 0.288340 -0.358180 -0.332250 0.055800 0.169260 0.274580 0.274580 1.806900 3.656900 0.183130 0.348110 0.365100 0.107310 -0.268530 -0.291180 -0.360450 -0.994370 -0.273320 -0.378310 -0.378310 -0.378310 0.240160 -0.399530 -0.401190 -0.400300 -0.400300 -0.379320 -0.387280 0.018943 -0.029311 0.611720 0.650200 -1.056300 -0.730200 -0.326930 -0.326930 -0.326930 -0.050100 -0.050100 0.024689 -0.360680 -0.678840 -0.376730 0.000000 0.277890 -0.979340 -0.358180 -0.374990 -0.347560 -0.287150 -0.290830 0.169260 0.169260 0.169260 0.237360 -0.240210 -0.370760 -0.093271 -0.324950 0.365100 0.143400 0.209780 0.118730 0.180410 0.000 0.000 -0.327 -0.327 0.000 0.000 0.277 -0.336 0.000 -0.291 -0.291 0.169 0.169 0.275 0.275 0.120 0.120 -0.121 0.147 0.157 0.000 0.000 0.365 0.000 -0.206 -0.270 0.108 -0.401 -0.401 1.938 1.938 0.000 0.000 0.607 0.607 -0.421 0.299 -0.327 -0.327 0.180 0.180 0.000 0.000 -0.327 -0.327 0.000 0.000 0.277 -0.336 0.000 -0.291 -0.291 0.169 0.169 0.275 0.275 0.120 0.120 -0.121 0.147 0.157 0.000 0.000 0.365 0.000 -0.206 -0.270 0.108 -0.401 -0.401 1.938 1.938 0.000 0.000 0.607 0.607 -0.421 0.299 -0.327 -0.327 0.180 0.180 9.56515083 8.15556306 -0.59596886 6.64242433 6.16557031 9.76431746 10.04426392 8.83519269 10.20976295 6.75716596 7.20491931 -1.59596886 NA 11.45284646 0.98899364 11.41627339 8.41244748 10.46201079 10.94751976 15.19394742 3.76157251 10.12426325 10.31728247 -0.01100636 10.39163832 -0.59596886 1.98899364 8.04787534 9.59136489 -0.33898014 4.68942218 15.23641460 7.36980321 9.73213299 5.78772237 10.56294423 8.36257158 10.698927 11.923041 9.962918 1.211386 9.190289 7.007645 10.932961 9.196809 9.549314 9.253424 8.490155 13.513141 6.055070 10.710935 13.575821 12.640183 5.185379 10.588275 10.934669 12.209662 10.394123 6.183477 11.979614 10.863451 10.370524 10.709796 7.666114 13.306373 12.531449 2.725937 9.060444 10.7480375 10.7281996 0.4040311 8.9008728 11.2643301 10.5082902 14.5848210 9.4068340 8.1781141 8.5739440 9.7621207 9.0205678 13.3706596 10.4222192 8.4901553 11.3016754 4.6708064 6.6085905 8.0205678 13.7465104 1.4040311 6.7659630 11.9856904 9.4835038 9.3494628 10.2954230 5.4701073 5.5229597 1.9889936 5.4040175 8.6672883 -1.5959689 4.0764479 7.7191684 -0.5959689 9.8160595 2.4040311 10.5767591 13.5775010 10.6340395 11.7527472 11.2453868 5.0039305 5.3347578 6.0693542 11.4455071 10.8123488 6.7920367 11.1009865 11.4432808 5.6986408 6.6614062 6.5588370 12.4646305 10.1229799 8.7360555 6.5435701 5.2369097 9.0486686 9.4855025 6.4096438 10.3661920 TCGA-43-7658 75 1 2378 NA lung stage ia t1 n0 m0 female 2006 NA no 50 lung squamous cell carcinoma- not otherwise specified (nos) 12 1970 NA white NA NA NA 6 3 1 1 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.8863502 12.4326111 NA 4.7774145 6.4886933 3.7774092 NA 5.3391837 1.2748878 10.8586229 8.2381305 NA 4.9629700 8.9784325 0.9123433 5.5561995 NA -0.3100747 2.9509722 -1.8948583 5.6824160 10.8961512 8.3973101 7.3095591 8.1751094 0.6899253 10.2092594 -1.8948583 4.1273526 0.9123433 2.1924467 7.6008436 10.4617154 14.0096899 10.6894811 11.1904607 9.0111272 2.2749176 NA 11.1285694 3.4625366 7.8666224 2.5644269 -0.8951266 NA 11.3501547 4.6950529 11.1202291 11.5258209 12.9389654 10.6063801 5.1162150 1.1050075 9.0584572 NA -0.3100747 9.2948128 6.1548363 7.8175152 -1.8948583 10.0989881 6.4886933 4.3529139 0.1050075 1.9123433 5.3717749 5.5644209 6.6899505 9.0103754 7.1764504 NA -1.8948583 12.5327594 -1.5846740 5.3529174 5.9890368 8.9886091 4.1710787 1.1050075 8.1629799 -0.8951266 8.1035789 4.7817898 3.65690000 0.52801000 -0.05447000 1.45860000 0.12845000 1.33830000 1.22660000 -0.52624000 -0.52624000 -0.05425900 2.30410000 -0.03435900 0.48372000 0.65277000 0.15517000 1.00840000 0.00833510 0.98804000 -0.52991000 -0.52991000 0.00000000 0.04599100 0.47856000 0.47856000 -0.01174900 -0.01174900 0.39496000 0.87807000 -0.52614000 -0.07775700 0.50223000 -0.52818000 0.52801000 -0.05447000 -0.05447000 -0.54643000 -0.52420000 -0.55277000 1.40720000 0.01405100 -0.52379000 -0.52379000 -0.52379000 -0.51897000 -0.52656000 0.01641100 0.03002900 2.36320000 -0.53764000 -0.59760000 0.65277000 0.65277000 0.65277000 0.01223700 -0.00788630 -0.00788630 -0.52604000 0.15517000 0.15517000 -0.54834000 0.00055459 -0.52665000 -0.54209000 -0.52991000 -0.04034500 0.00000000 0.05096100 -0.50432000 -0.44005000 -0.00636680 0.00183190 0.47856000 -0.01174900 -0.01174900 -0.01890200 -0.00097017 -0.52614000 0.27537000 0.27537000 0.27537000 -0.07775700 0.000 -0.518 0.155 0.155 0.000 0.000 -0.527 -0.530 0.000 -0.504 -0.504 -0.440 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.405 0.878 0.000 -0.526 0.528 0.000 -0.525 0.883 0.000 -0.524 1.227 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.641 1.016 0.275 0.000 0.000 -0.518 0.155 0.155 0.000 0.000 -0.527 -0.530 0.000 -0.504 -0.504 -0.440 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.405 0.878 0.000 -0.526 0.528 0.000 -0.525 0.883 0.000 -0.524 1.227 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.641 1.016 0.275 0.000 6.6786353 8.9362955 5.1602708 6.1384111 6.5888046 10.5002546 9.8789517 8.7797985 10.1092088 1.4269088 7.3457796 NA -0.3100747 11.8293956 0.1050075 11.7939772 7.1301278 8.9434045 11.4913600 13.8294222 4.8994028 11.4589621 12.6634090 1.2877087 6.7160128 -0.3100747 2.4973058 8.1561837 8.7324673 -0.1168484 6.6441476 12.2226314 8.7888602 10.0238515 0.6899253 9.8937067 8.8088918 11.036280 11.713128 11.540789 8.146648 9.812779 8.047503 11.574121 10.447619 9.390968 11.117438 7.881421 7.787983 10.234915 10.747040 14.222591 11.724177 6.576664 11.323506 8.645116 14.652365 11.006798 5.925677 11.525821 10.753346 10.687601 10.495157 6.522840 13.060391 11.476357 3.564415 10.761190 11.5997189 10.6750812 4.4269155 8.6890112 12.4326111 10.5898111 14.2651532 10.2258742 10.8098884 10.3463757 10.5512963 8.9315368 15.1115773 10.8586229 7.8814211 11.7516595 5.5058687 3.4269222 6.8123480 11.1468185 1.5644269 7.4865310 11.1849730 9.6571771 8.5817346 10.6894811 8.4983785 6.7984757 7.7011782 5.8531823 10.8531811 -0.8951266 7.3950071 6.9441920 -0.8951266 9.5275787 8.3217342 11.1202291 12.6614345 7.9473389 11.0657143 11.6877183 5.1162150 NA 1.4269088 8.7039714 10.3620815 4.8598752 9.2948128 11.5988437 4.2342714 7.4669321 7.8175152 13.2311684 10.7113935 8.7551426 3.3144355 7.4821989 9.3611499 9.9430103 7.7897371 9.8282225 TCGA-43-8115 72 0 NA 407 lung stage iia t2a n1 mx female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 55.83 1955 r0 white not hispanic or latino NA NA 4 2 1 2 3 1 2 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0395805 0.1100959 NA 7.6531690 NA 2.8105871 4.0643310 -0.8897704 9.3147083 7.4632840 2.8105871 13.6247279 8.4830023 5.5195293 -0.8897704 NA 1.9175081 0.9780492 -0.8897704 8.6666433 11.8077563 9.6059921 6.3955393 8.5279895 3.1101293 9.6444400 NA 0.1100959 2.2800655 0.1100959 7.1325049 0.1100959 15.4814851 9.1157616 10.2819394 10.0192802 7.8549712 -0.8897704 10.8562315 3.6336986 9.6168910 3.6336986 NA 1.9175081 11.6481902 5.4150116 11.0511847 11.4488512 11.2019031 10.0374187 4.8105768 -0.8897704 10.6828373 NA 4.3580657 10.7816782 6.3955393 10.4298093 1.1101628 11.1115453 8.2264811 7.2750443 -0.8897704 NA 6.9239181 NA 4.6336986 9.0511847 5.7825632 NA 0.1100959 10.1504268 -0.4892406 6.3195908 0.6951030 2.1101293 2.2800655 0.1100959 10.7179297 -0.8897704 7.7394937 2.9641398 -0.0624980 0.5825600 -0.1603900 2.7466000 -0.3803500 -0.0595810 -0.0595810 -0.1479800 -0.1479800 0.0449990 0.0449990 -0.3863800 0.0029133 -0.3620500 0.0061348 0.3552800 0.3851800 0.4728900 0.0620800 0.0602220 0.0603650 0.1492000 -0.1753700 0.3564300 0.0040243 0.0040243 0.0172640 0.0172640 0.0153080 -0.0029091 -0.0018069 -0.0624980 0.5825600 -0.1603900 -0.1616600 -0.3233300 -0.3768600 -0.3768600 -0.1714500 -0.3803500 -0.3631200 -0.3667000 -0.3749400 -0.0595810 -0.0595810 0.6072000 0.4263700 0.0449990 0.0449990 0.0062481 -0.3863100 -0.3671400 -0.3671400 -0.3620500 0.0669450 0.0669450 -0.0098429 -0.4290900 0.0090312 0.0090312 0.0000000 -0.3750400 -0.3750400 0.0620800 0.0603650 0.0603650 -0.0149030 0.0066951 -0.4021900 0.0018318 0.1492000 0.3564300 -0.2831100 0.0040243 0.0248290 0.0248290 0.0153080 -0.0024938 -0.0024938 -0.0024938 -0.0024938 0.000 0.000 0.000 0.000 0.253 0.000 -0.375 0.000 0.000 0.000 0.000 -0.402 0.000 -0.175 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.422 -0.160 -0.323 0.000 -0.367 -0.367 0.000 0.000 -0.148 -0.148 0.000 0.000 -0.386 0.000 -0.362 -0.362 0.000 0.000 0.000 0.000 0.000 0.000 0.253 0.000 -0.375 0.000 0.000 0.000 0.000 -0.402 0.000 -0.175 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.422 -0.160 -0.323 0.000 -0.367 -0.367 0.000 0.000 -0.148 -0.148 0.000 0.000 -0.386 0.000 -0.362 -0.362 0.000 0.000 9.0730332 7.7100501 0.1100959 7.7025938 7.7248467 9.9335043 10.9540581 8.7358461 9.5623783 2.2800655 6.7896171 NA 2.1101293 12.7946666 0.6951030 10.9309583 8.0643332 9.4081996 10.8970111 14.7757784 4.3580657 11.1408043 11.4555424 -0.8897704 8.1490561 0.6951030 1.4320508 8.7860941 9.4047580 NA 4.7248467 13.6051801 8.1352768 10.6695142 6.6723801 11.2690623 10.1394243 10.688038 12.291755 10.684258 1.695103 10.523765 9.302430 11.496539 9.917492 8.546849 9.691338 7.998880 10.241981 10.104491 10.545286 13.611290 10.787416 9.684731 11.336248 8.098822 13.031234 11.617188 5.171699 11.448851 12.266062 10.960324 10.787857 7.664726 13.040424 12.112073 4.154535 9.965005 10.6361472 10.8910869 2.2800655 9.7449482 12.0395805 9.7467617 13.5994815 9.6969769 9.4701722 8.7394937 9.4742718 9.1143577 16.1338698 9.3147083 7.9988803 11.9683124 7.3048943 6.7467615 10.1044905 11.5652074 NA 9.1531644 11.2160456 10.1504268 9.5374500 9.1157616 8.5530805 8.2900460 8.7521889 6.6019906 10.0304900 -0.8897704 -0.8897704 8.9174920 -0.8897704 9.5777426 5.8380567 11.0511847 12.6284214 10.8439999 11.7163110 10.7575955 4.8105768 0.6951030 5.4320641 12.6310013 10.9981193 4.6336986 10.7816782 11.6967424 7.1213646 6.1762270 10.4298093 11.6201595 9.9461875 9.9712241 6.0049553 6.3580639 10.1739771 10.0852686 8.1869526 10.7435865 TCGA-43-8116 73 0 NA 358 lung stage ia t1b n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1959 NA white not hispanic or latino NA NA 4 1 NA NA 3 3 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0609775 NA 6.0980574 7.8387167 7.6497570 1.5496199 3.9281334 NA 2.8126625 3.7512495 1.8126625 6.9758846 11.0090517 7.6200094 NA 1.2276795 2.3976113 2.2276795 NA 7.6830192 11.4483727 7.5177111 5.7354870 8.4322634 2.0350608 13.1359908 NA 1.5496199 -0.7722589 0.8126214 7.0668954 0.2277411 14.8352527 10.2424099 11.1661690 12.1082322 4.5496199 NA 11.3404573 0.2277411 9.1640649 2.8126625 NA -0.7722589 11.6657301 3.9281334 11.2223990 12.2592003 11.4435283 9.7565465 4.5852450 NA 9.8974630 NA 3.3151604 10.6476522 5.2049702 10.0196688 2.2276795 7.7074723 5.0350476 3.6200116 0.2277411 2.2276795 6.8424019 NA NA 8.6221547 5.3362155 NA 0.2277411 11.3267110 NA 5.0856711 1.0309010 0.2277411 2.0350608 2.2276795 8.6830192 7.3976173 7.4273640 1.2276795 0.05480300 0.02384700 0.04004400 0.92837000 -0.00830050 0.46622000 0.46622000 0.05808100 0.05808100 0.03538300 0.02988800 1.11600000 3.65690000 -0.47311000 1.75430000 1.23530000 0.23395000 -0.05711600 -0.02027500 -0.48355000 0.03594700 0.01810300 0.04883000 0.04883000 0.00000000 0.00000000 0.01964300 0.01964300 -0.05334100 -0.09815500 0.04542400 0.05480300 0.01964300 -0.48481000 0.04004400 -0.48523000 -0.48523000 -0.48523000 0.00083195 0.33950000 -0.03681000 -0.48051000 -0.45158000 -0.48932000 -0.48932000 0.01391100 0.05808100 0.02988800 0.02988800 -0.50422000 -0.50474000 -0.92600000 -0.47311000 -0.47311000 0.01768400 0.01768400 0.01768400 -0.01807800 -0.41696000 -0.53149000 0.22345000 -0.48890000 -0.48281000 -0.02027500 0.50654000 -0.47575000 -0.48481000 -0.47025000 -0.47776000 0.01810300 0.01810300 -0.39875000 0.00000000 -0.49913000 -0.03762600 -0.47607000 -0.03830600 -0.09075800 -0.11273000 -0.11273000 -0.09657200 0.000 0.000 0.000 -0.417 1.062 0.234 -0.483 -0.480 0.000 -0.474 -0.474 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.476 0.000 0.000 0.000 -0.485 0.000 0.339 0.000 0.466 -0.489 0.000 0.000 0.000 0.000 -0.498 0.000 -0.473 -0.473 -0.113 -0.113 0.000 0.000 0.000 -0.417 1.062 0.234 -0.483 -0.480 0.000 -0.474 -0.474 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.476 0.000 0.000 0.000 -0.485 0.000 0.339 0.000 0.466 -0.489 0.000 0.000 0.000 0.000 -0.498 0.000 -0.473 -0.473 -0.113 -0.113 7.3466334 8.3925991 4.1345824 9.5061415 7.0980563 10.1738672 10.4997386 8.6789033 9.8832228 2.0350608 5.5314719 -0.7722589 NA 12.1738673 NA 10.4383633 6.1465554 9.4660969 11.3487884 14.5702182 8.0794410 11.1443179 11.9111253 0.8126214 5.1345824 2.6871279 3.1345824 9.0995971 11.1851533 -0.6348674 NA 14.8251627 8.8841168 9.3085095 4.7822827 10.4026177 9.3492255 10.209259 11.593194 10.171672 NA 10.792794 6.602732 10.511938 10.455308 7.146555 10.220630 4.085671 11.628027 10.427978 10.469079 13.952632 12.603139 8.328354 12.394326 9.388824 12.728534 11.200672 5.220233 12.259200 12.082950 10.476213 10.984665 7.658144 13.954349 10.937207 4.085671 11.954549 10.8908053 12.9683161 0.2277411 8.6434338 12.0609775 11.4762126 14.4984217 10.5119378 9.0256454 8.9792360 10.5929209 10.3125005 14.7863220 2.8126625 4.0856711 11.1247812 9.0350470 5.4944796 10.2451964 12.4264440 NA 7.6413199 11.6210825 9.7541912 8.3646832 10.2424099 7.4026173 8.1435715 7.0605825 3.2276949 9.5874415 NA 2.2276795 8.2389191 NA 8.7784389 8.3283545 11.2223990 13.3946396 11.9564629 11.0534458 11.8647697 4.5852450 4.9001181 NA 10.4962340 9.9909044 4.1345824 10.6476522 12.0135531 4.6200116 6.9350507 10.0196688 13.1880560 10.4273644 10.3472816 6.0478721 8.3151550 10.4848972 10.2686667 7.3518129 10.7827604 TCGA-43-8118 55 1 89 NA lung stage ia t1b n0 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1971 NA white not hispanic or latino NA NA 3 2 1 6 1 2 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6647900 NA NA 7.1690371 NA -1.1162228 6.1098557 -1.1162228 2.4686094 4.4382263 -1.1162228 8.4515915 5.6780522 4.0129172 -0.1163792 -1.1162228 NA 0.8836208 -1.1162228 8.0734598 12.3534042 9.2444823 2.7905218 8.0435064 3.8836306 10.3476704 NA 6.7540002 NA 2.6909981 8.4401412 NA 13.6705664 10.1748060 11.1713476 11.0666502 6.6909897 NA 11.0266995 2.8836404 9.4888646 2.5840726 4.5560615 4.9280292 12.0994625 6.2350166 11.6598626 12.9602839 12.3974862 10.4922735 3.3430667 -1.1162228 10.6812968 1.6909981 4.9921611 10.4900405 3.6385257 10.7169207 4.4685963 9.0869833 5.8261493 5.5418462 2.2055489 1.2055802 5.7905271 NA NA 9.0598084 4.4382263 NA 1.4685833 10.1771069 0.7356088 3.0535632 -1.1162228 1.8836208 1.8836208 -1.1162228 9.8077054 -1.1162228 6.5909942 0.8836208 0.0063871 0.1695600 -0.0033243 1.5885000 0.7484200 0.3044100 0.2554300 -0.2366700 -0.2668500 0.0504790 0.0000000 0.2676500 0.2908800 -0.2666100 -0.0127130 0.2624700 0.2479300 0.4899200 0.2027400 0.3380400 -0.0332690 -0.0814720 0.5092800 0.6751100 -0.0853240 -0.0853240 0.2812100 0.2812100 0.7248900 0.1319900 -0.2563900 0.0063871 0.2440400 -0.0302670 -0.2736800 -0.2699700 -0.2725500 -0.2725500 1.0551000 -0.2732000 0.2637300 -0.2892800 -0.2883400 -0.2689800 -0.2708100 -0.2719600 -0.2923600 0.0504790 -0.0223320 -0.2753500 -0.2511600 -0.7774400 -0.5096400 -0.2666100 -0.2864400 -0.2864400 0.0036076 0.2140700 -1.1310000 -0.0178030 0.1731700 0.0045800 0.0045800 -0.0286200 -0.0937990 -0.0937990 -0.2974500 0.2373600 0.0415220 0.2378300 -0.0814720 0.0013868 -0.0853240 -0.0853240 0.2749000 -0.2792900 0.7248900 -0.1218700 -0.1218700 -0.1218700 0.1592000 -0.139 0.000 0.000 0.000 -0.211 -0.372 0.000 0.203 0.000 0.000 0.000 0.238 0.238 0.508 0.000 0.000 0.000 0.000 0.000 0.281 0.281 -0.279 0.725 0.000 0.000 -0.028 0.242 -0.273 -0.273 -0.271 -0.271 -0.268 -0.268 0.000 0.000 -0.054 0.221 -0.251 -0.251 -0.122 0.000 -0.139 0.000 0.000 0.000 -0.211 -0.372 0.000 0.203 0.000 0.000 0.000 0.238 0.238 0.508 0.000 0.000 0.000 0.000 0.000 0.281 0.281 -0.279 0.725 0.000 0.000 -0.028 0.242 -0.273 -0.273 -0.271 -0.271 -0.268 -0.268 0.000 0.000 -0.054 0.221 -0.251 -0.251 -0.122 0.000 8.0635445 8.0103396 -0.1163792 7.4760924 7.0882063 8.7723786 11.2125906 8.5578274 9.4401412 NA 7.1550985 NA 0.4686354 11.3117337 1.2055802 11.5150806 7.0333823 8.7754190 11.5004345 15.3782565 4.5274895 10.0257423 11.4145292 -1.1162228 9.7746594 1.2055802 3.5840726 9.1527619 10.4189058 -0.8295621 1.4685833 14.3418175 8.1896971 9.9849544 4.6385199 12.1068828 10.2845147 10.182843 12.569479 9.640192 NA 8.472350 9.605589 11.751493 9.461064 8.395388 10.124427 9.274879 11.473738 8.367451 11.461064 13.423158 11.424974 8.969772 10.648092 9.033382 12.864132 11.210065 5.964932 12.960284 11.899225 10.280240 9.980350 7.826150 13.265361 11.513902 3.407203 10.635598 10.7655139 10.4534908 -1.1162228 9.4420560 11.6647900 10.8250497 15.3053372 9.0282934 9.7954166 7.3471598 10.5355838 9.7454975 15.3375167 2.4686094 9.2748787 10.9777130 6.1782565 5.1690391 7.7632183 12.5105990 -1.1162228 8.3182635 10.8948625 9.0820804 9.2543226 10.1748060 8.7322583 5.1124541 6.2586753 5.3265805 9.2323634 4.6649947 NA 7.8407370 -0.1163792 9.6132559 3.9280292 11.6598626 13.3274206 10.9111957 11.0598084 12.0321118 3.3430667 5.1504216 NA 11.2254320 10.3161771 6.9763923 10.4900405 12.0736142 6.2145523 6.0635439 10.7169207 11.8492392 9.9321222 9.3844771 NA 9.3983493 9.6607919 10.2877124 8.2477699 10.3598752 TCGA-43-A474 66 0 NA 353 lung stage iia t2b n0 m0 male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 47 1965 r0 white not hispanic or latino NA NA 5 1 2 3 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2994077 NA NA 8.1223336 0.3170725 NA 3.3760264 NA 10.2119449 4.6390527 NA 10.8710763 3.7321606 8.4446915 -1.2677742 NA NA 1.3171304 NA 6.3687893 11.8063061 5.4186656 NA 8.0244865 -0.2677742 12.2841131 NA NA NA -0.2677742 6.1244812 -0.2677742 12.1773049 10.4037057 10.8032917 12.0601382 4.9800939 4.0540931 11.8566091 NA 9.1089520 1.5395311 NA 0.3170725 11.5990552 2.5569444 11.1386354 14.6398752 10.8305257 9.5632819 1.3171304 NA 9.2944071 NA 1.3171304 10.0686712 -0.2677742 10.9382632 NA 8.9609834 2.1915942 -0.2677742 NA -1.2677742 6.0540931 -1.2677742 NA 9.0731275 4.3760194 NA NA 7.9966074 1.0882773 NA NA NA -1.2677742 -0.2677742 8.6405573 NA 6.6390556 -1.2677742 0.42301000 -0.03667400 0.39065000 0.94201000 0.03101400 0.98721000 0.85558000 -0.43225000 -0.01491600 0.04939800 0.51298000 -0.45104000 0.59998000 -0.42626000 -0.42931000 0.95836000 0.02890300 -0.13897000 0.03848900 0.45798000 0.02454800 0.02735700 0.48595000 0.03101400 -0.18446000 -0.18446000 0.63876000 1.17290000 0.46741000 0.02398700 -0.43181000 -0.43181000 0.00055459 -0.56614000 -0.08107300 -0.42440000 -0.43387000 -0.43387000 -0.43387000 -0.45608000 -0.41773000 -0.41773000 -0.91229000 -0.46812000 -0.46812000 -0.43225000 -0.01119800 0.44172000 0.02988800 -0.78345000 -0.42626000 -0.42626000 -0.42626000 1.13010000 0.01349200 0.58632000 -0.43290000 -0.43962000 -0.40760000 -0.44145000 0.02890300 -0.40451000 -0.40451000 0.03848900 0.02279300 0.02279300 0.00569190 0.02777800 -0.43940000 0.01574600 0.01488800 -0.00604190 -0.04305900 -0.18446000 -0.01161100 -0.01161100 0.68973000 -0.44480000 -0.00567570 0.02398700 0.02398700 0.000 -0.433 0.009 -0.402 0.929 0.000 -0.139 0.000 0.000 0.000 0.000 -0.439 0.000 0.468 0.000 -0.184 -0.184 -0.432 -0.035 0.589 0.000 0.000 0.159 0.000 0.000 -0.424 -0.424 -0.418 -0.418 0.519 -0.468 -0.417 0.000 0.930 0.930 -0.451 0.000 -0.426 0.000 0.000 0.000 0.000 -0.433 0.009 -0.402 0.929 0.000 -0.139 0.000 0.000 0.000 0.000 -0.439 0.000 0.468 0.000 -0.184 -0.184 -0.432 -0.035 0.589 0.000 0.000 0.159 0.000 0.000 -0.424 -0.424 -0.418 -0.418 0.519 -0.468 -0.417 0.000 0.930 0.930 -0.451 0.000 -0.426 0.000 0.000 0.000 8.2139640 8.0495774 NA 5.9219885 8.2119447 9.3208793 10.7921850 7.9895523 9.5387143 -1.2677742 6.5963508 NA 4.0540931 11.7969074 NA 11.5560950 6.9989514 9.3533008 11.3760861 14.2368595 5.2078968 10.1088327 10.9627856 -0.2677742 8.8691558 -0.2677742 11.7026301 8.6776083 10.1404943 NA -1.2677742 15.3190337 9.1061172 9.4558255 4.9800939 9.4786788 9.4583828 10.356503 12.763177 10.258664 -1.267774 7.605608 10.011195 11.548348 9.491221 7.754532 11.489346 8.893296 10.854333 9.327422 13.156725 13.964698 11.956015 6.533065 11.424917 8.234002 12.899426 10.298694 5.284451 14.639875 11.067834 9.363342 10.898642 7.076461 14.068584 12.135177 4.376019 9.913938 11.0543744 10.5893681 0.3170725 10.2513094 11.2994077 11.3678827 13.5235814 10.1088327 10.1526881 8.4870522 10.1260753 10.3970562 11.1712163 10.2119449 8.8932964 11.5451441 5.4870522 5.1244812 4.0897185 11.3241544 NA 5.7094450 11.0350891 9.2007885 10.4769985 10.4037057 8.2790589 2.1915942 2.4326120 -0.2677742 8.0175668 3.1915942 9.0221836 8.1542293 -1.2677742 8.9741478 3.0540844 11.1386354 13.5260727 10.7652434 10.5354886 11.0921886 1.3171304 NA NA 11.5535400 8.5346811 3.4325987 10.0686712 11.7522764 7.4532640 6.5459452 10.9382632 12.2508178 10.3320774 7.7123041 6.1997705 5.0359450 8.1138588 9.6375516 7.1584289 10.6413077 TCGA-43-A475 67 0 NA 296 lung stage iib t3 n0 m0 female 2012 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 100 1958 r1 white not hispanic or latino NA NA 2 2 1 6 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5311316 NA 2.0513373 6.6952074 8.6408150 1.5367989 3.5367741 1.0513721 9.0913669 5.8587071 NA 7.2172637 11.3542187 7.7009668 1.3144065 0.3144065 0.3144065 0.3144065 1.3144065 7.1131275 11.4878547 10.8418628 3.3143920 8.4453853 1.5367989 12.6519147 0.7294440 5.5623126 NA 6.6059402 7.0913666 1.7294440 15.4233320 9.9944522 10.7378518 11.4670931 6.4843106 -1.2705560 12.1393445 5.7628458 8.7900516 5.6719387 -1.2705560 9.6475410 11.1974210 5.2861604 10.6671649 13.0742739 11.8137333 9.9245186 5.8791715 -1.2705560 9.6660612 1.8993303 3.4298570 10.2617791 7.5874040 10.5407979 0.7294440 8.3106237 8.4725747 4.4018489 -0.2705560 -1.2705560 5.1044625 -1.2705560 NA 8.8766281 6.7628458 NA 0.3144065 10.7413493 -0.7546260 6.7237770 0.3144065 3.0513547 2.6363114 4.3441325 10.2888003 -0.2705560 7.4876463 3.7993878 0.376930 -0.010753 -0.010753 1.540900 -0.022881 0.060079 0.060079 -0.028562 -0.028562 0.321570 0.321570 -0.014916 0.406610 0.208400 -0.017391 0.823730 0.210390 -0.022195 -0.225760 0.324790 0.622060 0.606840 0.309690 0.309690 0.173020 0.173020 -0.037218 -0.037218 0.296120 0.116240 -0.032587 0.376930 -0.010753 -0.010753 0.011958 -0.023977 -0.023977 -0.023977 0.547180 -0.022881 -0.022881 -0.022881 -0.142210 0.060079 0.060079 -0.366200 -0.016969 0.321570 -0.339520 -0.014916 0.097583 0.208400 0.208400 0.208400 -0.031839 -0.031839 -0.025346 -0.017391 -0.017391 -0.017391 0.210390 -0.022195 -0.022195 -0.225760 0.622060 0.622060 0.040970 -0.374590 -0.361470 -0.023703 0.606840 0.309690 -0.073076 0.256050 0.295490 0.293900 0.303460 0.116240 0.116240 0.116240 0.116240 0.000 0.000 0.000 0.000 0.824 0.210 0.000 -0.226 0.622 0.000 0.219 -0.338 0.607 0.310 0.310 0.173 0.173 0.000 0.377 0.000 0.000 0.294 0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.182 0.000 0.322 0.322 0.000 0.407 0.208 0.208 0.116 0.116 0.000 0.000 0.000 0.000 0.824 0.210 0.000 -0.226 0.622 0.000 0.219 -0.338 0.607 0.310 0.310 0.173 0.173 0.000 0.377 0.000 0.000 0.294 0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.182 0.000 0.322 0.322 0.000 0.407 0.208 0.208 0.116 0.116 8.587404 7.850957 3.683618 10.807908 8.312506 9.221276 10.333050 8.291666 9.751791 -1.270556 7.019442 -1.270556 1.314407 11.054166 1.536799 11.833531 7.533554 8.225278 11.167776 14.489077 5.695209 10.765597 11.849499 NA 5.958242 NA 13.962743 8.943742 9.316244 1.247988 6.138814 15.018848 7.998550 10.266156 4.155684 10.959444 9.995624 10.295001 11.021170 10.030919 NA 9.603636 9.526274 10.423346 9.200082 7.164051 9.216258 7.683619 11.158493 8.901851 13.463445 13.633823 12.707061 8.355132 11.462862 9.116363 12.733117 11.581563 5.870816 13.074274 11.656275 11.057537 10.595156 6.768342 13.888805 12.646236 3.899350 10.477616 11.1689944 12.6227247 2.9773532 9.3885271 11.5311316 11.3833879 14.1686347 9.0614598 10.3297543 8.3441330 10.0468359 9.7237766 16.4721997 9.0913669 7.6836193 11.2165096 10.2097085 6.9290950 9.1816644 11.1345647 NA 8.9018507 11.4507361 9.3459720 7.2878435 9.9944522 7.7124169 8.3858482 9.2520047 6.1970279 9.9247954 NA 5.7847055 8.7223615 -0.2705560 9.5654736 1.5367989 10.6671649 13.2161326 11.0589393 11.0159810 11.2760766 5.8791715 0.3144065 NA 10.1924366 9.7607798 3.8993497 10.2617791 11.7705690 12.1541144 6.3367529 10.5407979 12.2229034 10.3719262 10.4216028 NA 6.6242413 11.1002849 10.5140580 6.5874040 10.1801190 TCGA-43-A56U 76 0 NA 432 lung stage ia t1b n0 mx female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20.5 1971 r0 white not hispanic or latino NA NA 2 4 NA NA 1 1 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5820711 0.9152532 0.9152532 7.5397466 3.5002157 3.0307245 5.0851824 0.3303289 9.4017552 4.2371813 1.6522341 9.0818370 7.2129360 4.2371813 2.6522111 NA -0.6697858 3.7464525 2.1376347 8.7815040 10.8504204 8.6987995 5.5201173 9.9029931 4.6878445 10.7732364 NA 0.9152532 NA NA 8.2491561 0.3303289 14.6743103 9.8858406 10.8326275 10.5225857 5.4800389 -0.6697858 10.6352146 3.5782262 9.4165087 5.4177546 0.9152532 1.9152532 11.4587126 5.6357167 10.3267664 11.7257815 11.2409356 11.1774677 4.3302931 NA 9.1247089 8.5615140 4.7897240 10.0185432 7.2551051 10.3547400 NA 9.1100121 7.3359173 6.4595759 NA 0.3303289 7.3692117 NA 0.9152532 9.7460346 5.9001495 NA -0.6697858 9.6329318 6.4525510 7.0376524 3.3562143 2.5002157 2.6522111 8.5994197 9.7576057 NA 7.3189775 5.7518520 0.0256220 0.0158660 0.0158660 0.4137900 0.5025400 0.2051900 -0.1135200 0.0199230 0.0199230 0.0620800 0.0620800 0.0411750 0.0411750 -0.0971000 -0.0482070 -0.0168410 0.0000000 0.0349590 -0.1099800 0.0392140 -0.0464480 -0.1094600 0.0108420 0.0108420 0.0563700 0.0563700 0.0549450 0.0549450 -0.0024938 -0.0029091 0.0256220 0.0256220 0.0158660 0.0158660 -0.1374200 -0.0628980 -0.0628980 -0.0628980 -0.0628980 -0.1233000 -0.1414200 -0.1414200 -0.1414200 -0.1135200 -0.1135200 0.0199230 0.0199230 0.0620800 0.0620800 0.0411750 -0.0971000 -0.0971000 -0.0971000 -0.0971000 -0.1034700 -0.1034700 -0.1034700 -0.0482070 -0.0482070 -0.0482070 0.0000000 -0.1376800 0.0349590 -0.1099800 -0.0464480 -0.0464480 -0.1290100 -0.1290100 -0.1094600 -0.1094600 -0.1094600 0.0108420 0.0563700 0.0563700 -0.0675920 -0.0675920 -0.0024938 -0.0029091 -0.0029091 -0.0029091 -0.0029091 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 -0.129 -0.109 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 0.092 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 -0.129 -0.109 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 0.092 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.3581989 7.2551051 3.2371813 6.5002173 9.0717600 9.6510935 10.9124348 8.6247527 9.6191590 NA 7.4544145 NA 2.1376347 12.3729783 -0.6697858 11.8970605 7.6522212 8.5002181 10.7156969 13.5890061 6.9741495 11.2892080 12.5282774 1.0439744 11.1344239 -0.6697858 4.0851782 8.7690847 8.8399889 7.8778430 1.6522341 15.4059600 7.8221457 9.8400679 5.7396834 10.9947402 10.2341747 11.047112 11.738092 10.022036 2.330300 8.454414 8.791772 11.231537 9.327472 8.556705 10.142470 7.169497 10.353181 9.137648 10.184382 13.430955 10.901097 9.493942 10.561514 8.290295 14.186037 11.116971 6.211713 11.725781 11.688944 11.082255 10.753934 8.399071 14.216372 9.344313 3.500216 10.500218 10.084345 11.537002 2.137635 8.731172 11.582071 9.778409 14.043029 9.047969 8.899465 8.393688 10.301067 8.737561 16.056271 9.401755 7.169497 10.939933 8.894442 7.869452 12.216752 11.364404 NA 9.523818 10.365092 9.825148 9.331701 9.885841 8.812092 11.182042 9.774272 5.352660 9.737561 4.884881 2.915253 8.344313 2.330300 9.667915 6.272807 10.326766 12.553842 10.317557 10.340121 10.900148 4.330293 NA 7.188274 11.462150 10.323939 6.407108 10.018543 10.883922 6.428325 5.756556 10.354740 12.315423 10.378098 9.861674 2.652211 8.713997 11.424252 10.254363 7.830139 10.288846 TCGA-43-A56V 61 0 NA 366 lung stage iiia t2a n2 m0 male 2012 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 48 1967 NA black or african american not hispanic or latino NA NA 1 1 2 3 1 1 2 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.29413152 NA 1.36608437 8.56376561 1.04411430 1.62910012 4.62909429 NA 10.96150135 5.19387817 1.04411430 8.87067789 2.36605638 3.79901475 NA -0.95595567 0.62910012 0.04418426 1.62910012 7.65145932 11.25723349 7.33874975 3.04413179 8.25844826 2.50355228 12.02248222 -0.95595567 4.50355864 NA 1.36608437 7.03848227 NA 12.60862176 10.19133415 11.07651941 11.44180392 4.25358090 NA 10.29324275 2.04411430 9.37838027 3.29206022 NA 8.03848282 10.52917870 4.92677276 9.82630839 12.71010024 10.98297376 10.49971845 3.95101888 NA 9.24502782 -0.95595567 2.50355228 9.15526502 4.29206022 11.01099518 NA 8.14216119 4.36605638 3.13158948 0.62910012 NA 6.62155814 0.62910012 -0.95595567 9.13424174 6.21405485 0.62910012 NA 10.25662563 6.82601326 3.62908846 0.04418426 3.68799008 3.68799008 2.85147921 8.67712447 -0.95595567 7.74803314 2.35301270 0.245440 0.045424 0.037500 1.082300 0.361490 0.877560 0.970280 -0.444150 -0.473740 0.239850 0.221600 2.420800 0.757770 0.288500 -0.177400 2.537800 -0.447060 0.971310 0.747270 0.657000 -0.427020 0.372160 0.158160 0.175730 0.136430 -0.483860 0.185710 0.185710 -0.361700 -0.023429 -0.269370 -0.429960 0.045424 0.045424 0.021884 -0.456720 -0.456720 -0.456720 1.804200 -0.323680 -0.460350 -0.460350 -0.460350 -0.453720 -0.453720 -0.446950 0.010006 0.221600 0.221600 -0.451790 -0.464830 -0.464830 -0.464830 -0.463120 -0.127660 -0.127660 -0.443070 -0.173220 -0.177400 -0.177400 -0.447060 0.222220 0.225610 0.747270 -0.442320 -0.442320 0.279490 0.116090 -0.425170 -0.425170 0.372160 0.062114 -0.382690 0.228540 -0.447170 -0.447170 0.218830 0.000000 -0.086466 -0.022606 -0.023429 -0.128 -0.443 -0.173 -0.173 2.538 -0.447 0.195 0.657 -0.427 0.116 0.116 -0.425 -0.425 0.000 0.000 -0.246 0.136 -0.430 -0.430 0.186 0.186 -0.447 0.219 0.000 0.000 0.521 0.978 -0.324 -0.460 0.891 0.437 -0.444 0.000 0.240 0.240 0.306 0.758 -0.465 -0.465 0.000 0.000 -0.128 -0.443 -0.173 -0.173 2.538 -0.447 0.195 0.657 -0.427 0.116 0.116 -0.425 -0.425 0.000 0.000 -0.246 0.136 -0.430 -0.430 0.186 0.186 -0.447 0.219 0.000 0.000 0.521 0.978 -0.324 -0.460 0.891 0.437 -0.444 0.000 0.240 0.240 0.306 0.758 -0.465 -0.465 0.000 0.000 8.39064318 7.41916890 NA 4.90211218 8.03565085 9.38842527 11.53723418 8.01653476 9.83773262 NA 7.13688656 -0.95595567 -0.95595567 11.47144213 0.62910012 10.27954523 7.95402236 8.88961925 11.12418065 14.18731316 4.74457016 10.71212784 11.47405902 0.04418426 9.39837859 NA 3.99832189 8.46408949 9.77118175 0.82236306 0.62910012 14.89028073 8.26571630 8.80900084 5.11021706 9.67712447 10.09805512 9.904440 12.753859 10.120945 1.044114 8.368310 9.842601 10.916035 9.310916 8.204001 11.158848 5.998326 11.081560 11.387037 12.565975 14.287526 9.918342 6.152654 11.930207 9.577459 12.964761 9.692487 5.439021 12.710100 10.858712 10.333572 9.803185 6.575511 13.884944 11.894707 4.329533 11.801103 11.7830660 10.3132559 1.6291001 8.8336630 11.2941315 11.2831310 14.0947849 8.3638014 9.0999132 8.9036641 9.9381892 10.4999702 13.3893959 10.9615014 5.9983264 11.5958375 9.1447915 5.8643075 8.5617985 12.2215488 0.6291001 7.3705584 11.5501889 8.8156187 8.2462532 10.1913342 8.6588391 7.8056807 5.7583751 4.6588398 9.4756268 3.0441318 4.4703937 8.1604730 NA 9.5389849 5.2339532 9.8263084 13.3267110 10.8430060 10.4994565 11.2642052 3.9510189 -0.9559557 8.4213399 10.4614544 11.4226951 4.9748688 9.1552650 11.1182708 5.0441274 6.5035602 11.0109952 12.6712071 10.6445068 8.0775523 5.0214087 9.6300308 9.8493652 9.5794046 8.1236140 10.8279460 TCGA-46-3765 59 0 NA 405 lung stage ia t1 n0 m0 female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 2 2 5 NA NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 9.883723e-06 2.947777e-06 6.16621983914209 34.0482573726542 40.4825737265416 4.82573726541555 14.4772117962466 NA 10.387855350 NA 1.325559113 7.475286775 4.132897589 0.588612707 7.496385649 NA 9.023202115 4.618320892 0.588612707 8.244402370 1.588564737 3.395926512 -0.996253861 0.003602237 -0.996253861 NA 0.003602237 8.213064840 10.971918046 8.270397655 3.003620225 8.761834425 3.704053025 10.387855350 -0.996253861 NA NA 3.003620225 7.265705988 1.588564737 14.121699445 10.394854827 11.397805956 11.092399461 5.758497734 1.003602237 11.198368116 1.325559113 10.269905921 3.091073543 NA 9.272738012 10.013223000 4.132897589 11.000790730 13.785475008 9.541800169 11.056933065 4.784969800 NA 10.046638523 NA 2.588564737 9.709243586 5.112137122 10.337884551 1.003602237 8.552433175 5.527173578 5.003611231 1.325559113 NA 7.148269124 0.003602237 NA 9.855360311 5.213063381 NA NA 10.032208038 5.899762935 5.463043667 0.003602237 1.325559113 1.810977717 NA 8.750125437 NA 7.864698118 2.588564737 0.0381330 0.2864400 3.6118000 1.7199000 2.9946000 1.3057000 0.9131000 0.0760730 0.0760730 0.5527600 -0.4905100 3.0399000 0.0370150 3.1897000 0.0313760 1.0278000 0.0131530 -0.1845400 0.0384280 -0.5365700 0.4652900 0.0329250 0.0011883 0.0011883 -0.0286870 -0.0286870 -0.0284790 0.0032701 1.8948000 -0.0352350 -0.2784700 -0.4328400 0.2946800 0.5069900 -0.5382900 -0.0050440 -0.4880000 -0.4880000 0.9000100 -0.1538900 -0.4194200 -0.5068600 -0.5068600 -0.5159100 -0.5167500 0.0760730 -0.2337900 -0.1746700 -0.5407200 -0.5789200 -0.5108800 -0.5108800 -0.5108800 -0.0266360 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8.586694198 7.798027178 11.389390099 14.418494651 4.003611231 11.075743864 11.487678877 0.003602237 8.770140233 NA 2.325530332 10.346796926 10.399675479 NA 4.647469939 14.506940109 8.330040690 9.826182047 4.173535233 11.069700421 9.278571652 8.683091 11.013440 10.028058 NA 8.096368 8.734930 11.488937 8.755155 8.499466 9.547610 9.091074 11.100975 8.173536 12.083929 13.553697 11.704051 8.856921 10.960350 10.218537 13.180330 11.081428 4.567685 13.785475 10.576311 9.962889 10.271568 7.101644 14.073916 11.631145 4.957808 11.803702 10.893495394 10.475794420 0.003602237 8.458938477 10.387855350 10.671166324 13.748549128 9.183520259 9.499446301 8.596068222 10.926567235 11.069363968 14.834151218 9.023202115 9.091074072 10.359512935 8.440322708 5.495464927 10.550023429 11.453533681 NA 8.132894505 11.009586585 8.773449147 8.546642931 10.394854827 7.603523980 8.529132223 7.265705988 4.003611231 9.199598491 3.861588194 2.910502426 8.093723898 -0.996253861 8.992295989 4.048009439 11.000790730 13.634049033 11.925638106 9.965060880 11.468922580 4.784969800 1.003602237 1.810977717 10.882428540 9.270397889 4.091073543 9.709243586 11.607005763 8.618321259 5.091073543 10.337884551 12.231678342 11.079758763 8.758498733 3.647464183 7.784971108 8.755891696 9.657352038 6.867797646 10.331163952 TCGA-46-3766 62 0 NA 370 lung stage ia t1 n0 m0 female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino 3 3 2 NA NA NA 4 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 NA 10.90127436 1.36305891 -0.63688501 7.01413767 NA 4.31728236 6.49236917 4.06352883 8.25182890 7.39650803 -0.63688501 11.91287011 9.14935515 6.85493818 -0.63688501 NA 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3.02609181 8.74417523 10.84294317 11.46720580 13.83858545 9.80639769 9.70485813 8.53578354 9.77186264 9.45100953 14.57213311 -0.03283139 8.84677724 10.93442008 5.41565389 6.81268433 6.68601161 9.35089809 -0.61772010 7.30407200 11.16666172 8.37091621 7.99510005 9.71706323 8.04400935 4.55215571 5.59168540 6.34223293 9.54147205 5.63961999 4.46969716 7.29811115 NA 9.16112987 2.46970367 11.55715704 13.27425233 10.73923346 10.88928264 11.14419802 4.84166121 -1.61794149 8.48026351 9.73095950 9.05995089 3.93681694 10.06259086 11.76715000 9.73151251 6.35377494 10.62123311 12.13534363 10.62481007 8.71985322 -1.61794149 7.05111647 8.32678225 9.80849607 8.50764481 10.54052543 TCGA-46-3769 57 0 NA 135 lung NA t4 n0 m0 male 2009 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r1 white not hispanic or latino 3 3 6 NA NA NA 3 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 1 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 4 0 0 0 0 0 0 0 7 0 4 0 0 0 0 1 0 0 0 0 0 0 1 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6.501258 14.227559 6.501258 3.139486 9.091824 11.02677157 9.97035385 -1.50430484 7.85538367 10.54582265 11.24759628 13.31809862 7.48147575 7.91980009 8.85098502 10.16185784 9.03673052 15.97833941 2.58308578 8.51800158 10.26216275 9.44400108 4.27699534 7.80169543 8.81417676 NA 8.76124903 9.98948930 9.07777574 8.88795138 7.59103083 7.98748687 5.31581255 6.35981983 6.14668577 8.84546810 NA 0.08065766 8.16982631 0.08065766 8.51661365 3.49563121 10.55430211 13.09147408 12.08434847 10.23118985 10.82627065 3.62491971 NA -1.50430484 10.19520633 8.64283873 1.95505237 11.01010132 10.81981441 5.40252437 5.12498977 10.14982230 12.35865856 11.18322826 9.39272291 NA 6.59892195 9.97565154 10.72144375 5.91348545 10.27083259 TCGA-46-6025 71 0 NA 324 lung stage iib t2b n1 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 3 2 3 2 2 1 4 2 2 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 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10.585103 7.115435 13.060515 10.295254 1.336683 10.033668 11.1925038 10.0942576 -0.4003013 8.7961324 11.2328820 11.2165904 14.0713890 10.4897462 8.9664365 7.7646421 10.7382205 8.8397316 14.3119936 10.8731425 5.8912904 11.6632428 5.6513962 3.9455141 7.2217872 13.3023409 NA 6.5770148 12.4453560 7.8172894 8.7738289 10.3560137 7.9050373 5.3001750 4.7152125 3.4070944 8.3174117 NA 2.9216648 7.5903123 -0.9853591 9.0168846 3.2627038 11.1236240 12.8497870 9.8317565 10.5621494 11.4196483 3.1440627 -0.9853591 NA 10.9846989 10.1949928 9.5091285 7.7629660 11.5272664 9.4628891 0.8221183 10.0137159 11.8368457 10.2156714 8.2591369 NA 5.3001750 8.3747639 8.6747689 5.4326254 9.5611850 TCGA-46-6026 81 0 NA 423 lung stage iib t2a n1 m0 male 2010 471 yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r2 white not hispanic or latino NA NA 5 1 3 4 3 2 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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NA 1.5146525 11.6211083 -1.4177330 2.2802140 2.0001082 0.7777038 5.4595333 6.1056383 7.2588374 -1.8074271 2.3626663 NA -0.380700 0.071899 0.080678 1.404400 -0.400130 1.755900 1.755900 0.545630 0.545630 -0.392910 -0.399010 0.000000 0.000000 0.080678 -0.381280 0.536880 0.090653 0.068025 -0.849110 -0.864320 1.027100 0.498660 0.135620 0.135620 1.309100 2.475500 0.490010 0.490010 0.061585 0.018738 -0.375890 -0.380700 0.071899 0.064874 0.043091 -0.396690 -0.396690 -0.435230 -0.482580 -0.877000 -0.397800 -0.364250 -0.876150 -0.874670 -0.874670 0.545630 0.547980 -0.399010 -0.399010 0.000000 -0.866610 -0.717770 -0.876930 -0.834330 0.056019 0.056019 0.082121 -0.854520 -0.381280 -0.377570 -0.865350 0.068025 0.068025 -0.849110 -0.364250 -0.364250 0.071468 -0.854920 -0.392240 0.498660 0.498660 0.135620 1.256100 -0.394470 -0.410630 -0.352990 0.061585 -0.972490 -0.013629 -0.013629 0.018738 0.000 0.000 0.156 -0.381 0.537 0.000 0.000 -0.849 -0.364 0.000 -0.855 -0.392 0.499 0.136 0.136 -0.391 -0.391 -0.381 -0.381 0.490 0.490 -1.293 0.000 0.000 0.000 0.101 0.498 -0.877 -0.877 1.756 -0.875 3.657 3.657 -0.393 -0.393 0.000 0.000 -0.834 -0.834 0.000 0.000 0.000 0.000 0.156 -0.381 0.537 0.000 0.000 -0.849 -0.364 0.000 -0.855 -0.392 0.499 0.136 0.136 -0.391 -0.391 -0.381 -0.381 0.490 0.490 -1.293 0.000 0.000 0.000 0.101 0.498 -0.877 -0.877 1.756 -0.875 3.657 3.657 -0.393 -0.393 0.000 0.000 -0.834 -0.834 0.000 0.000 10.150938 8.506765 0.514703 8.860747 5.858083 9.849173 9.493101 8.334855 9.506198 5.684600 8.784270 NA 7.466544 11.816172 NA 10.846041 8.302579 9.473519 10.883349 13.857029 4.192747 9.883183 12.120248 NA 11.268227 4.920670 6.627376 8.896652 10.090949 5.622028 2.440686 15.451047 9.344399 8.356398 3.585071 10.063883 8.869587 10.323962 10.845817 9.407674 2.280214 11.593227 9.269564 11.960208 9.392420 8.385041 10.217888 7.960933 8.930790 8.644989 11.177523 15.953436 13.611820 4.850959 11.243277 8.873108 12.330940 11.375763 4.690361 12.283109 11.683098 8.896652 11.299475 7.081491 14.633288 13.576621 6.724129 10.884055 11.3997625 10.2116438 4.3220291 8.8157150 12.1240397 10.7185136 14.5837201 9.1728877 9.8819425 8.0890807 9.9181144 10.5143944 13.1504397 0.5147030 7.9609327 11.8316365 10.0141236 4.6190138 6.7434948 12.2419160 1.1927623 6.4688733 11.8209658 10.2116438 10.1145890 10.8379562 8.6562725 5.3526208 4.8366059 3.4022037 9.1750288 5.7777116 3.8651765 8.9035544 -1.8074271 9.9704144 6.0001037 11.0192966 13.8590554 10.8603032 10.7847379 12.3180809 4.7319055 9.6090178 1.6521882 9.5936275 8.8704677 3.8074580 10.1549211 11.8191417 5.1352640 7.7299667 11.1043274 13.4412687 10.1810778 7.4406757 -0.2222962 7.4942444 8.1840576 10.2074661 6.9708249 10.4055485 TCGA-51-4079 73 1 12 NA lung stage ib t2 n0 NA female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 black or african american not hispanic or latino 2 2 5 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 4 0 0 0 4 0 0 0 4 0 5 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7 0 0 0 1 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 4 0 0 6 0 0 0 0 1 4 0 0 4 0 0 0 0 0 0 4 7 4 0 0 0 6 1.113219e-05 3.190535e-06 10.7655502392345 26.555023923445 30.3827751196172 5.50239234449761 26.7942583732057 -1.3165281 10.6237334 NA -1.3165281 7.6111975 0.2684344 -0.3165281 4.5414033 0.2684344 9.1180479 4.3558479 NA 10.6488433 3.5903146 4.8732423 0.2684344 2.1428382 0.6833821 2.1428382 -1.3165281 7.4778360 10.7012721 8.8114142 3.8127036 8.1138724 2.1428382 11.9045537 -1.3165281 3.5903146 -1.3165281 1.8533570 7.3127768 0.6833821 14.7090784 10.1081109 11.0781504 11.5976180 5.8928743 NA 11.7635711 0.6833821 9.9898177 2.5903146 NA 8.8204110 10.1663486 3.0777899 10.7830963 13.0809554 10.3933651 10.0330990 5.8732448 NA 9.8017121 NA 2.1428382 10.2442303 3.3272706 10.4651893 NA 8.1991197 7.9826280 3.4383062 2.9313427 NA 6.8229710 NA NA 9.6067472 4.4113381 2.6834270 NA 8.7099433 0.2827363 3.9688188 NA 1.0729976 2.9313427 1.0053281 8.8395030 -1.3165281 6.4907755 1.4990167 0.84600000 1.24710000 0.07292000 1.27240000 0.04576200 0.62286000 0.00713560 0.07130200 0.07130200 0.11750000 0.12305000 -0.01788900 0.00000000 0.55025000 -0.60512000 0.18425000 0.19442000 -0.49919000 -0.14819000 -0.14819000 0.08932700 0.01382500 -0.22621000 2.63390000 -0.04747900 -0.00247890 0.65316000 -0.00589960 -0.07222300 0.14702000 -0.60976000 -0.53983000 0.13900000 0.08802400 0.03981500 -0.41615000 -0.39771000 -0.39771000 0.97531000 -0.01225100 -0.47582000 -0.45643000 -0.45643000 -0.53039000 -0.52579000 0.00922350 0.04095400 0.11750000 0.12305000 0.00066943 -0.22744000 -0.23773000 -0.25998000 0.58406000 0.07058400 0.07058400 -0.54064000 0.07126300 -0.52508000 -0.52508000 0.17022000 -0.51749000 -0.51749000 -0.14819000 -0.45732000 -0.47772000 0.00574480 -0.56511000 0.01382500 0.01382500 0.00157830 -0.39782000 -0.27280000 0.00102340 0.04718000 -0.02118300 -0.07222300 -0.91947000 -0.39804000 -0.39804000 0.13856000 0.000 -0.541 0.000 -0.512 0.170 0.170 -0.499 -0.148 0.000 0.000 0.000 0.000 0.000 -0.226 -0.388 0.000 0.000 -0.213 -0.213 0.653 0.000 0.000 0.000 0.000 0.000 -0.398 -0.398 0.000 -0.422 -0.526 -0.526 0.000 0.000 0.118 0.118 0.000 0.000 0.302 0.529 -0.239 0.139 0.000 -0.541 0.000 -0.512 0.170 0.170 -0.499 -0.148 0.000 0.000 0.000 0.000 0.000 -0.226 -0.388 0.000 0.000 -0.213 -0.213 0.653 0.000 0.000 0.000 0.000 0.000 -0.398 -0.398 0.000 -0.422 -0.526 -0.526 0.000 0.000 0.118 0.118 0.000 0.000 0.302 0.529 -0.239 0.139 8.6988349 8.0949306 0.2684344 6.3769068 7.5568639 9.7216529 10.3104976 9.2157757 9.6361611 2.5903146 6.5476056 0.2684344 NA 12.3006576 -0.3165281 11.0409718 6.6890447 8.9301604 11.3831397 14.1590582 3.6376218 11.1692491 10.9946004 NA 9.4524311 NA 9.7387022 10.6520866 9.8707657 NA 1.0053281 15.6075944 8.4366366 9.6614151 4.1752691 10.9254029 8.7085594 9.3925035 11.5942499 10.4449710 NA 8.7919443 8.4383074 11.1926999 9.5744440 6.7002275 11.0676639 7.0365671 10.9946004 9.0475545 13.2848424 13.6414740 11.7135696 7.9001658 10.8046295 8.5660628 14.2185736 10.9803360 3.8740395 13.0809554 10.1931948 9.8420294 10.2570670 7.5933127 13.5392733 12.1876181 -0.3165281 10.1586465 11.5568639 11.0047842 0.6833821 8.8306249 10.6237334 11.5912493 14.5057663 9.1550950 8.8565223 8.1033801 10.7424262 9.8539709 14.9416914 9.1180479 7.0365671 10.7481626 6.8178458 4.8732423 9.7945554 11.9975781 NA 7.9688217 10.8754043 9.4341267 8.0821634 10.1081109 8.1222115 7.4316129 5.5036000 4.9122379 8.6678382 1.2683745 3.7278116 7.0277158 -1.3165281 8.6848279 3.8127036 10.7830963 13.0619179 11.1180480 9.9889116 11.6705061 5.8732448 1.0053281 NA 10.8473838 9.4206670 5.4113415 10.2442303 11.7760118 9.2972093 2.9313427 10.4651893 12.0994256 10.1867486 8.3505313 NA 9.3725443 8.6257289 9.4138900 6.5414002 10.8605278 TCGA-51-4080 65 1 12 NA lung stage iiib t4 n1 NA male 2009 NA no NA lung basaloid squamous cell carcinoma NA NA r0 black or african american not hispanic or latino 2 2 5 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 7 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 8.253776e-06 2.219503e-06 11.7263843648208 21.1726384364821 35.5048859934853 8.79478827361564 22.8013029315961 NA 9.62094557 NA 5.62610617 8.93665531 NA 0.08174865 8.14755296 0.81876877 10.14473241 7.03985561 NA 5.30417880 0.08174865 8.06857677 1.49682023 0.08174865 1.49682023 2.19726781 NA 7.10784895 11.01965098 9.91941472 7.11887568 8.33760228 0.08174865 11.97811921 NA -1.50307753 NA 4.08178273 7.61316843 -0.50307753 14.02573437 10.46152610 12.07649379 12.41857229 4.05141561 NA 12.02515632 1.30416055 8.86848121 3.45102644 3.70627636 1.08181681 10.61554476 0.08174865 11.82100484 13.67120387 11.20720026 10.01069495 6.14787650 NA 10.34779242 NA 3.02037774 9.63637557 2.58428909 10.36139740 2.81874833 10.12116282 4.27818552 4.83667654 NA NA 5.48551055 NA NA 9.15056501 5.60534913 NA -0.50307753 10.89717007 NA 1.66675659 -0.50307753 2.08178273 5.06667907 1.08181681 7.65417128 NA 7.47981825 1.42664048 0.8353000 0.8015000 -0.0522610 2.3726000 -0.0058863 -0.0190400 -0.0190400 -0.0226160 -0.0226160 3.6569000 -0.0240630 -0.8979400 0.7243300 0.0308730 0.0011526 0.0153080 0.0153080 -0.0179410 0.0155870 0.0155870 0.0488300 0.8685000 0.0421660 0.0421660 -0.0340800 -0.0114730 0.0200630 0.0200630 0.0829090 -0.1150800 -0.9176800 -0.8908200 0.7653200 -0.0522610 -0.0550950 -0.9072200 -0.9123600 -0.9123600 -0.0479360 0.0029885 -0.0058863 -0.0058863 -0.0058863 -0.8937300 0.0015255 -0.0226160 -0.0242510 -0.0149160 0.0059700 -0.9750100 0.0308730 0.0308730 0.0308730 0.0308730 -0.8872000 -0.8872000 -0.8814700 0.0404680 0.0048579 0.0048579 0.0000000 -0.0179410 -0.0179410 0.0549450 0.0488300 0.0488300 -0.9242100 0.0454240 -0.9175500 0.8724900 -0.9475100 0.0421660 -0.0340800 -0.0114730 -0.4689700 -0.6080600 0.0202030 -0.1192600 -0.1192600 -0.1190200 -0.1150800 -0.881 -0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.049 0.868 0.000 0.000 0.000 0.000 -0.076 0.815 0.000 0.000 -0.556 0.000 1.553 1.553 -0.859 0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.820 0.000 0.000 0.000 -0.119 -0.119 -0.881 -0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.049 0.868 0.000 0.000 0.000 0.000 -0.076 0.815 0.000 0.000 -0.556 0.000 1.553 1.553 -0.859 0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.820 0.000 0.000 0.000 -0.119 -0.119 8.6891171 7.7208257 0.4968202 8.3641031 5.6566966 10.3586867 10.3229755 8.3794672 8.5987999 2.0817827 6.5302471 NA NA 12.2728460 NA 10.7319410 8.3548052 9.4037149 11.2973582 13.4618871 4.4037176 9.3756416 11.0497335 1.3041605 11.2410274 NA 6.8587680 8.0379208 10.3013547 NA 5.4275626 16.0463232 8.8322147 10.0962723 4.1972678 12.1110740 8.5534619 9.61056646 11.73224024 10.29124013 0.08174865 9.32575405 8.75539035 10.74386171 9.81310585 7.31380816 10.12116282 6.73999793 14.59762644 7.03598344 11.58974659 13.64613479 11.13163533 6.62094557 10.70322817 8.13526038 12.38299716 11.19769747 4.54121745 13.67120387 9.94958031 9.35558235 10.85959007 7.06668014 14.37088110 13.39773826 0.08174865 10.08460180 10.9649392 9.9225648 2.4968202 9.3870885 9.6209456 11.6280382 13.3415291 10.0090710 10.1955506 7.8097070 10.4730304 11.2183508 13.3388799 10.1447324 6.7399979 10.5153722 7.6989484 6.3233737 6.1478765 12.2866636 -0.5030775 7.1225330 10.0676288 8.5080514 6.3916423 10.4615261 7.5709661 3.9562518 4.4037176 4.8366765 9.3733413 2.6667566 4.9725594 7.3976909 2.1972678 9.4932979 2.0817827 11.8210048 14.7697638 10.6658098 11.1386503 11.9832823 6.1478765 3.8543747 -1.5030775 9.2433387 8.5669453 6.4216374 9.6363756 11.7514101 10.1339019 7.4940035 10.3613974 12.8526571 10.2162132 8.4007061 5.1550368 6.3360280 7.9406589 9.7429711 8.3025681 10.0475711 TCGA-51-4081 55 0 NA 911 lung stage iib t2a n1 m0 male 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 NA r0 white not hispanic or latino 2 2 5 NA NA NA 2 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 4 4 0 0 0 0 4 6 0 0 0 0 0 0 7 0 0 0 0 4 0 4 4 0 0 0 0 0 4 5.930234e-06 1.768666e-06 12.9464285714286 19.6428571428571 34.8214285714286 7.14285714285714 25.4464285714286 NA 10.2435948 NA 1.3538314 8.7346592 7.4899740 NA 6.8324863 NA 0.7688407 7.5170678 NA 12.2195706 5.8981576 5.8981576 -1.2310747 1.5762319 NA 2.8563284 NA 7.6080788 11.6080786 10.5250141 6.3002555 8.5337463 1.7688830 12.3559491 -1.2310747 0.3538878 NA 6.7801027 6.5103417 2.5762319 13.2397237 10.1919908 11.0051881 11.4716969 6.1176036 NA 11.8646015 2.0908196 9.0095588 3.0167994 -1.2310747 8.1220214 11.3910914 4.8774007 11.7315901 12.1467537 11.6614176 9.5749411 5.6636919 NA 9.9077866 4.9387986 3.2924431 10.5010423 -0.2310747 11.1195378 -0.2310747 9.8583253 5.3538384 -0.2310747 -1.2310747 -1.2310747 6.1867283 0.7688407 NA 9.1568921 5.5237627 NA NA 11.8616320 -1.2310747 NA NA 0.7688407 4.3538384 NA 9.1231243 NA 7.1264267 -0.2310747 0.000000 0.143400 -0.661980 1.038200 0.019643 0.778610 0.867910 -0.616710 -0.231290 0.154720 0.154720 -0.452470 0.077430 -0.380330 0.020763 0.858530 -0.152810 0.193900 0.472040 0.443590 -0.272840 0.052525 0.101760 0.101760 -0.171960 -0.171960 0.349740 -0.019863 0.732650 0.027357 -0.620730 -0.620730 0.143400 -0.309040 -0.661980 -0.683510 -0.672380 -0.672380 0.169560 -0.339270 -0.796860 -0.420460 -0.882320 -1.292900 -0.657210 -0.616710 -0.262310 0.154720 0.102920 -0.452470 -0.719950 -1.292900 -1.292900 0.080601 -0.590000 -0.590000 -0.589510 0.020763 0.020763 0.020763 -0.008745 0.182070 0.182070 0.472040 0.042024 0.042024 0.084065 -0.682780 0.044007 0.044007 0.052525 0.115210 -0.171960 -0.171960 -0.407270 -0.426840 -0.087977 -0.452970 -0.436590 -0.055769 -0.028301 -0.590 -0.590 0.000 0.000 0.706 -0.153 0.194 0.459 0.000 0.000 0.000 0.000 0.000 0.115 0.115 -0.172 -0.172 -0.621 0.000 0.350 0.000 -0.427 0.000 -0.192 -0.310 -0.661 0.324 -0.371 -0.371 0.125 -0.654 -0.609 -0.224 0.155 0.155 -0.452 0.000 -1.293 -1.293 -0.381 0.000 -0.590 -0.590 0.000 0.000 0.706 -0.153 0.194 0.459 0.000 0.000 0.000 0.000 0.000 0.115 0.115 -0.172 -0.172 -0.621 0.000 0.350 0.000 -0.427 0.000 -0.192 -0.310 -0.661 0.324 -0.371 -0.371 0.125 -0.654 -0.609 -0.224 0.155 0.155 -0.452 0.000 -1.293 -1.293 -0.381 0.000 8.9097047 9.1286244 NA 7.6966525 8.2446083 9.9236929 11.3680903 8.3234637 8.8009206 NA 7.0908026 NA 0.3538878 12.0499355 NA 11.2076667 7.7828954 9.0286180 10.6880175 14.1786967 2.8563284 10.3547763 11.4190291 -1.2310747 11.5054882 NA 7.9880433 9.1209182 9.8043543 -1.1068708 3.5762319 15.0229808 8.0975497 9.2014168 6.9685470 11.0286181 9.7411366 10.0692274 12.4377598 10.1181561 0.3538878 8.6096527 8.4710476 10.6712499 9.2875279 8.2344414 11.1745482 9.1460854 11.0732033 7.0120490 13.2924368 13.2101332 11.7010896 8.5453078 11.5018902 8.3022048 12.7238890 10.9366066 5.2026685 12.1467537 11.3097294 10.0606211 10.7194307 7.4658423 13.2669406 12.6395285 2.6757708 10.5229272 10.9979940 10.3840446 NA 9.5818544 10.2435948 10.1861999 13.8372723 9.9400516 9.8779611 8.0096663 10.2602269 10.0800555 12.4276442 0.7688407 9.1460854 11.8576631 6.1782665 7.5170678 5.3835833 11.8583253 NA 7.1611924 11.2712094 9.0997917 8.3349289 10.1919908 7.9438006 3.5237627 3.0908026 3.5237627 9.7157812 3.7688724 7.3272957 8.2924367 NA 9.8363092 3.8981600 11.7315901 12.6227692 10.6127959 10.9853175 11.8290641 5.6636919 -1.2310747 0.7688407 12.4147584 9.2914564 4.7230725 10.5010423 12.0960064 10.8204237 6.5237627 11.1195378 11.6931306 9.9617841 8.9487839 4.0908026 6.8132694 8.4643293 9.9928765 6.7575594 10.5120262 TCGA-51-6867 72 1 1856 NA lung stage i t1 n0 m0 female 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white not hispanic or latino NA NA NA 3 4 2 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.63802748 11.05226950 NA -0.68385426 8.73919498 7.38485712 4.70839695 6.60087927 NA 9.31819074 7.51083615 -0.09896901 9.85814360 6.35499864 4.01652306 0.90103099 1.31608780 1.31608780 0.90103099 -1.68408603 8.07096672 12.14540536 7.45563052 7.88213313 8.70086275 1.90103099 9.78062474 NA 2.01653198 NA 2.22295908 7.21089631 6.43502012 14.17516920 9.07763022 11.05078865 12.51896807 7.18644410 NA 11.23195842 4.22296681 9.26380369 3.01651415 NA 3.74234043 11.62032908 1.64662351 12.16303845 13.22630012 10.92179000 11.30376762 3.90104065 NA 11.79750006 0.90103099 3.70839695 11.02192738 5.22297067 10.58841717 2.01653198 9.05585967 4.98850292 7.75487080 -1.68408603 0.63802748 6.36047314 NA 4.67362991 9.54369500 5.60148259 0.31602986 NA 10.74809890 5.98063315 5.14897070 NA 5.41411185 -0.09896901 0.31602986 8.77243335 1.77551415 7.84159957 1.66375448 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.364566 8.357738 -1.684086 4.016523 5.938131 9.271729 10.789785 8.729686 9.487256 1.123401 6.129860 NA NA 11.274450 -1.684086 10.288125 6.234942 9.739720 11.808733 14.915600 4.382169 10.657598 10.594238 1.053737 10.347091 NA 8.794849 9.194130 9.655339 NA 6.116978 13.058652 9.051635 10.508372 6.559253 10.410487 9.055016 10.418711 11.536155 10.730500 -1.684086 9.299073 7.763163 11.411476 10.622995 7.537666 10.802663 7.997317 11.821378 10.194130 12.002580 13.640154 13.028875 6.862973 11.492720 10.144612 13.552766 11.756559 5.285436 13.226300 12.223439 9.769350 11.512220 8.262985 13.077492 13.235082 2.839637 11.242746 10.96713070 11.15331274 3.70839695 9.59103944 11.05226950 10.64531474 14.30877245 10.05965122 9.50757624 8.18335798 9.68072802 9.15685694 14.01510917 9.31819074 7.99731725 11.96173745 6.04399842 5.61985901 8.59220361 12.74391561 2.95993704 7.69978342 10.97495994 9.38216813 8.23791978 9.07763022 9.15291832 6.54489799 7.08756892 4.19872201 10.19527931 3.36047665 6.47089636 9.08839366 -0.09896901 9.12745376 3.90104065 12.16303845 12.80153100 11.17250452 11.71615792 11.15764334 3.90104065 -1.68408603 7.35225270 11.14896905 10.41411111 5.22297067 11.02192738 11.85329743 9.28762258 6.28762189 10.58841717 11.80592698 9.84453316 8.75383114 3.22297453 6.27027477 9.13675252 9.86056061 7.88593487 9.52735893 TCGA-52-7622 62 0 NA 862 lung stage ia t1a n0 m0 female 2010 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 22 1965 r0 white hispanic or latino NA NA 5 2 NA NA 4 2 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.2933705 11.0288652 NA -1.7938569 7.5435183 0.5278711 2.3758179 6.6556638 2.0132478 11.6423474 4.8206079 1.3758457 10.4709250 5.8712325 3.9338181 0.5278711 1.7908554 2.3758179 0.2058929 0.7908554 7.4632840 11.4224904 9.3505543 5.5187806 8.3313098 3.7294549 10.7012515 2.6653245 4.9338181 -0.2090612 4.4538204 6.9063363 6.3607137 15.0135749 10.3396806 10.8849363 11.5850037 4.7604871 -0.7941071 11.6270405 1.0132836 8.9428898 4.1831768 NA 10.5576636 11.8287647 4.8378726 11.5082494 12.5819157 10.7282324 10.2580701 5.6405255 0.2058929 9.8497522 -0.7941071 5.5278241 10.1154142 6.2933594 10.1255044 1.9063519 7.9674476 9.3124589 6.7681380 1.5278210 -0.7941071 7.6977495 -0.7941071 -0.7941071 9.2800376 5.5005153 -1.7938569 NA 10.3396806 NA 5.6067768 2.3645444 3.3758179 0.2058929 1.5278210 9.7690923 2.1128002 7.1127867 4.2115185 0.1355400 0.0101460 0.0101460 3.6569000 -0.0580580 0.2970800 0.2958500 -0.1729700 -0.1163600 0.0907940 0.0907940 -0.2597400 1.2369000 1.6389000 0.0260920 0.0498240 0.0498240 -0.1606400 0.1960300 0.1960300 0.0132130 -0.1064400 0.0417410 0.0417410 0.0000000 0.0000000 0.3222100 0.3222100 0.0721090 -0.0506410 -0.3426300 -0.3521900 0.0815950 0.0101460 0.0101460 -0.3503000 -0.3503000 -0.3503000 0.0080804 -0.0580580 -0.0580580 -0.5361200 -0.5361200 -0.3546400 -0.3546400 -0.1729700 -0.0520050 0.0907940 0.1342100 -0.2829000 1.6999000 1.6208000 1.6085000 0.0077783 -0.3765200 -0.3559000 -0.3559000 0.0260920 0.0260920 -0.0126130 0.0099636 -0.1606400 -0.1606400 0.1960300 0.0132130 0.0132130 -0.1741100 -0.3462900 -0.3045100 0.2454400 -0.1064400 -0.0138150 -0.0559030 0.0000000 -0.3403300 -0.3403300 0.0721090 -0.0506410 -0.0506410 -0.0506410 -0.0506410 -0.356 -0.356 0.000 0.000 0.000 0.000 -0.161 0.196 0.000 -0.174 -0.174 -0.305 -0.106 0.000 0.000 0.000 0.000 -0.055 0.287 0.209 -0.113 -0.340 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.245 -0.355 -0.173 -0.173 0.000 0.000 -0.260 -0.260 0.760 0.760 0.000 0.000 -0.356 -0.356 0.000 0.000 0.000 0.000 -0.161 0.196 0.000 -0.174 -0.174 -0.305 -0.106 0.000 0.000 0.000 0.000 -0.055 0.287 0.209 -0.113 -0.340 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.245 -0.355 -0.173 -0.173 0.000 0.000 -0.260 -0.260 0.760 0.760 0.000 0.000 9.1090249 7.6195238 2.1128002 7.8747810 7.5479711 10.1892460 10.9015594 8.4561946 9.6856763 NA 6.7255326 -0.7941071 2.2058929 11.6794750 -1.7938569 11.3996832 6.3300169 9.2913685 11.3156778 14.3441079 5.7450544 10.5920280 11.1469437 NA 9.9720109 NA 4.6653302 8.8352527 10.3196253 0.9196070 1.2058929 14.2638455 8.0019356 10.0866275 5.0260741 11.2554044 9.6467653 10.2234005 12.5570424 10.2265289 -0.2090612 8.5379328 8.1395867 11.7721880 9.1622722 8.0067962 10.4767754 8.6622504 10.4024674 9.3764471 13.7933220 13.4329103 11.2275702 8.7037479 10.5936442 9.2753458 13.5284933 10.8681194 5.6683574 12.5819157 11.2405232 10.7814354 10.3387171 7.9218582 13.7265599 13.0432776 1.5278210 10.2146749 11.6250662 11.5210457 1.7908554 9.2143247 11.0288652 10.6295373 13.6824506 9.8247403 9.4871364 8.2973313 10.2174554 9.4514487 16.1916491 11.6423474 8.6622504 11.3819134 7.6997515 5.8497516 10.0490320 11.5936442 -1.7938569 8.7489278 10.6467652 9.4147402 9.4720970 10.3396806 7.6957440 8.3969554 8.3326005 6.6937364 9.5814785 -0.7941071 7.1513403 8.6363487 -0.2090612 9.5401693 2.8497591 11.5082494 12.7686751 10.4514488 10.6339945 11.7089765 5.6405255 NA NA 10.8941464 9.8366183 7.5412864 10.1154142 11.7514639 11.7286002 5.7215969 10.1255044 12.1828182 10.0108338 9.8809711 NA 10.1236411 9.8863436 9.6205813 7.6003590 10.3016227 TCGA-52-7809 74 1 166 NA lung stage ib t2 n0 m0 male 2009 NA NA 0 lung basaloid squamous cell carcinoma 60 1948 r0 white not hispanic or latino NA NA 6 1 NA NA 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.0510240 12.1043857 NA 1.2733965 8.1063080 7.0244837 3.7514637 4.3487069 2.4660528 8.5482120 4.6158106 0.4660267 7.9698890 10.7692729 6.0283061 -0.5338689 -0.5338689 0.7880174 3.3801476 5.9006905 7.1135213 11.8364779 9.7715547 8.1189079 8.2342474 1.2733965 12.6149367 -1.5340778 -1.5340778 -1.5340778 2.4660528 9.6681867 -0.5338689 13.7386377 9.1691012 10.7916495 10.5505392 6.2989533 -1.5340778 10.4501253 6.1455430 8.4321067 3.9896204 NA 10.9344325 11.8311031 4.7903342 11.0304506 10.7960722 12.1510307 9.8941770 4.2734189 1.0510240 9.9162431 NA 6.6948816 9.8918034 4.3240473 8.3068409 1.2733965 10.0682978 6.3729538 6.2539647 6.4660626 1.6359865 6.9131467 6.1803090 NA 9.7964196 7.0283050 3.4660659 0.4660267 11.6312840 1.3240617 3.5535202 8.0303648 2.7683749 4.5535264 1.0510240 8.5145500 4.1384868 9.5254075 1.9255058 0.5367800 0.8116900 -0.2478800 0.9624700 0.1272700 0.7667600 0.7667600 0.2364300 -0.2260100 0.6087300 0.6087300 -0.2388700 0.1683500 0.1628000 0.2851700 0.2103900 0.2103900 0.5668100 -0.2226800 0.1024900 0.2090100 0.0000000 0.1379100 0.1379100 1.3115000 2.4865000 0.1475600 3.6569000 0.1616000 -0.0026322 -0.1186100 -0.2628800 0.7976200 0.7784900 0.2177600 -0.7108700 -0.6916000 -0.6916000 0.9624700 -0.2249000 -0.1942500 -0.5797900 -0.2316500 -0.2203400 -0.2441000 0.6079200 0.1860100 0.6087300 -0.2555200 -0.2593600 -0.6845100 -0.6703500 -0.6703500 -0.2281000 -1.2480000 0.5450600 -0.2356700 -0.3045100 -0.3117800 -0.3117800 -0.2607100 -0.2079600 -0.2267500 -0.2226800 -0.2562000 0.2090100 -0.2361800 -0.2361800 -0.0054558 -0.0054558 0.0000000 0.0407430 -0.2812000 -0.2796500 -0.2214500 -0.2214500 -0.2921300 0.0397610 0.0038854 0.0038854 0.0038854 -0.236 -0.236 0.009 -0.276 0.210 0.210 -0.227 -0.223 0.209 -0.236 -0.236 0.000 0.000 0.000 0.000 2.487 2.487 0.537 0.537 0.148 0.322 -0.221 0.162 0.798 0.403 -0.255 0.707 -0.225 -0.225 0.546 -0.220 0.186 0.186 0.609 0.609 -0.239 -0.239 -0.508 0.163 0.000 0.000 -0.236 -0.236 0.009 -0.276 0.210 0.210 -0.227 -0.223 0.209 -0.236 -0.236 0.000 0.000 0.000 0.000 2.487 2.487 0.537 0.537 0.148 0.322 -0.221 0.162 0.798 0.403 -0.255 0.707 -0.225 -0.225 0.546 -0.220 0.186 0.186 0.609 0.609 -0.239 -0.239 -0.508 0.163 0.000 0.000 7.7698438 8.5992051 -0.5338689 6.6755167 6.2926106 9.4304038 11.6409886 8.0690587 8.7936157 1.2733965 7.7675595 2.7139817 NA 11.3680611 4.4433414 11.3223504 7.3021134 8.6521771 11.3334228 14.2150419 5.0954181 11.4331091 11.6514030 3.9849083 9.7913684 1.2733965 2.8583789 8.5850042 9.9341676 0.7321389 5.6259338 13.6650834 8.3209314 9.9654106 6.5375259 10.3421961 8.7222717 11.094281 11.982132 10.281846 7.574587 10.662050 8.596634 13.645972 10.658356 10.371074 10.213836 7.663280 9.953838 9.768131 10.675212 13.184168 12.218862 6.718729 11.851386 11.305070 12.732044 10.829650 6.296736 10.796072 11.823478 10.323655 10.811191 7.402701 13.833620 11.945717 6.065975 10.456167 10.237965 11.011027 5.965909 9.541542 12.104386 11.693679 13.810115 9.821414 10.597299 9.027351 10.124274 10.396800 14.439312 8.548212 7.663280 11.183311 8.481478 7.077088 8.377455 11.802848 2.051024 7.595346 10.749151 9.851925 9.099966 9.169101 8.800336 7.062252 6.145543 6.073394 9.738693 3.787986 5.732850 7.945843 1.051024 9.379700 10.823340 11.030451 13.003767 11.176869 11.100874 11.276032 4.273419 4.273419 8.948871 10.772125 9.782345 7.828007 9.891803 11.044907 6.431847 7.005221 8.306841 12.490164 10.213417 8.976827 2.466053 9.615175 10.020493 10.440119 8.104499 8.392359 TCGA-52-7810 60 0 NA 923 lung stage iib t3 n0 m0 female 2008 NA yes 90 lung squamous cell carcinoma- not otherwise specified (nos) 20 1970 NA white not hispanic or latino NA NA 3 1 3 4 3 1 3 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5987204 -1.3947902 -1.3947902 8.0059540 -1.3947902 NA 4.0645035 -1.3947902 4.9270004 5.6163018 NA 9.1029263 9.7382166 3.9270052 0.9269862 0.9269862 1.1900459 3.6494660 NA 5.6274434 11.2761731 5.9088561 -1.3947902 7.9887784 0.1900459 10.9584969 NA 2.4124293 NA -0.3949798 5.9801144 NA 12.7709981 10.0583450 11.9361312 12.7117191 5.4379634 NA 11.3340577 1.1900459 9.5938016 7.9156870 -1.3947902 NA 10.5750615 2.7750084 10.1682706 11.9962803 10.5534415 11.3604836 4.8145299 NA 10.0197596 2.3055036 -1.3947902 11.2073092 1.7750084 10.5168408 0.9269862 7.6274420 5.3055146 -0.3949798 NA 0.6051150 6.6106986 3.6925388 NA 8.5909163 3.8529976 NA NA 7.7749992 0.1900459 NA 2.7750084 6.1284006 1.1900459 0.6051150 7.4505646 1.4124022 5.6163018 NA 0.254990 0.233210 0.866960 1.795100 0.958610 2.674200 1.808000 0.221020 0.466420 0.634120 0.200640 0.165080 1.959500 0.177570 0.307800 -0.518640 -0.136750 0.187100 0.000000 0.008921 -0.092186 -0.374230 -0.496610 -0.496610 -0.486570 -0.486570 -0.501500 0.945110 1.520600 -0.400940 -0.100630 -0.494310 -0.550840 -1.292900 -0.544200 1.488800 -0.510510 -0.510510 0.359560 -0.513400 -0.510920 -0.510920 -0.510920 -0.502640 -0.512980 0.208280 1.020800 0.634120 0.421530 -0.514730 -0.529280 -0.529280 -0.529280 -0.494210 -0.129760 -0.129760 -0.121970 -0.516380 0.547040 0.553760 0.206130 0.206750 0.187100 -0.017500 -0.510820 -0.472770 -0.496300 -0.105630 0.358420 -0.481420 -0.374230 -0.495880 -0.520490 -0.103660 -0.514730 -0.110350 3.117100 0.376970 -0.425030 0.377290 -0.400940 -0.130 -0.130 0.209 0.209 0.107 -0.137 0.187 0.000 -0.473 -0.496 -0.106 -0.478 -0.478 -0.497 -0.497 0.138 -0.104 0.211 0.211 -0.501 0.445 -0.114 0.790 0.143 0.143 0.229 0.229 -0.513 -0.513 -0.317 -0.513 0.210 0.210 0.000 0.201 -0.350 0.165 -0.494 -0.494 -0.376 -0.376 -0.130 -0.130 0.209 0.209 0.107 -0.137 0.187 0.000 -0.473 -0.496 -0.106 -0.478 -0.478 -0.497 -0.497 0.138 -0.104 0.211 0.211 -0.501 0.445 -0.114 0.790 0.143 0.143 0.229 0.229 -0.513 -0.513 -0.317 -0.513 0.210 0.210 0.000 0.201 -0.350 0.165 -0.494 -0.494 -0.376 -0.376 7.466161 8.511965 -1.394790 6.241699 7.784984 9.206845 10.320607 8.448995 9.656963 1.412402 6.305515 -1.394790 -1.394790 12.710901 0.605115 10.573381 7.610699 9.500650 10.691831 14.878560 4.064504 10.403141 10.737574 -1.394790 8.824243 -1.394790 4.248929 9.178722 9.806586 NA NA 15.531081 8.466161 8.498376 2.997383 9.547589 8.949370 9.7077063 12.3034535 9.8535949 -0.3949798 8.6832252 7.9270022 12.6958484 9.0888902 7.9202236 10.7236911 7.8671694 9.5209239 8.0334346 12.3009551 13.8249235 11.6586609 8.7188164 9.4838915 9.1148493 12.8563348 10.2151765 3.9477690 11.9962803 10.6542422 10.2766154 10.2188639 6.0480182 14.4095019 10.9855354 5.0808069 10.1227438 10.8108676 11.9334688 0.6051150 8.1825031 10.5987204 10.1596632 13.9870221 10.0229269 8.7703081 8.2179427 10.8383944 9.5880679 12.6913765 4.9270004 7.8671694 9.5328523 8.1305953 5.7750005 6.8811984 13.4808717 -1.3947902 5.8811996 10.8959571 9.1625381 9.4148425 10.0583450 6.2197842 3.0645035 1.9269862 1.9269862 8.8047467 NA -0.3949798 8.1881571 NA 9.4746682 5.4630567 10.1682706 13.6114881 10.7560909 10.0924120 10.6898827 4.8145299 NA -1.3947902 11.0407446 11.4108182 2.9270052 11.2073092 11.8668755 4.7343574 5.7240145 10.5168408 11.8877284 9.4568234 9.0480179 6.9582209 4.4379667 8.2587078 8.9292549 6.6494689 10.2752880 TCGA-52-7811 67 1 266 NA lung stage ib t2 n0 m0 male 2009 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 1958 r0 white hispanic or latino NA NA 2 4 2 5 1 1 3 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.55512094 11.02525344 -1.55512094 NA 7.15900445 -0.55533293 4.59450675 4.85262314 2.02973557 10.10163104 3.53221720 0.44477307 6.53751662 4.74854174 4.63458165 -0.55533293 4.48915112 NA -1.55512094 0.02970023 9.54081560 11.16927320 9.11895171 2.61468629 7.83922206 1.02970023 11.49732739 0.02970023 NA NA 1.90419505 6.95651207 -1.55512094 15.90656567 10.39531520 11.02124367 11.67867852 4.37549824 NA 10.96070551 0.44477307 9.30200939 4.61468629 -1.55512094 1.02970023 10.79153621 4.69458494 10.64841322 12.32900903 10.69268681 10.59399198 3.61468629 -1.55512094 9.30817131 -1.55512094 5.32740354 10.90675030 3.44475982 10.74825467 -0.55533293 9.40113551 6.12423920 6.23266268 0.76672236 NA 7.01461528 NA -0.55533293 9.57339820 4.22611543 -1.55512094 NA 8.62342429 NA 3.02971790 1.61466273 3.02971790 1.02970023 3.83707535 9.25533101 2.02973557 5.84563808 0.36692365 0.342260 0.202590 0.202590 0.469470 -0.163960 0.585960 0.585960 0.107010 0.107010 -0.030540 -0.030540 0.446470 0.446470 0.000000 -0.022195 0.465880 0.723950 -0.130310 0.298030 0.698020 -0.036401 0.040326 0.108620 0.108620 -0.362380 -0.369180 0.127270 0.127270 0.126090 0.039049 -0.199620 -0.199620 0.202590 0.202590 -0.211690 -0.200870 -0.200870 -0.200870 -0.200870 -0.163960 -0.163960 -0.163960 -0.163960 -0.193500 -0.193500 -0.035150 0.107010 -0.030540 -0.024798 -0.039529 0.000000 0.000000 0.000000 0.000000 0.110520 0.110520 0.117260 -0.022195 -0.022195 -0.022195 -0.019452 -0.223590 -0.130310 0.298030 -0.036401 -0.036401 0.118140 0.265920 0.040326 0.040326 0.040326 0.108620 -0.200000 0.132880 0.124760 0.079880 0.124760 0.047126 0.047126 0.039049 0.039049 0.117 0.117 0.000 0.000 0.466 0.000 -0.130 0.298 0.000 0.118 0.266 0.000 0.000 0.109 0.109 -0.350 -0.350 -0.155 -0.155 0.127 0.127 0.000 0.125 0.203 0.203 -0.201 -0.201 -0.164 -0.164 0.586 -0.193 0.000 0.107 0.000 0.000 0.446 0.446 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.466 0.000 -0.130 0.298 0.000 0.118 0.266 0.000 0.000 0.109 0.109 -0.350 -0.350 -0.155 -0.155 0.127 0.127 0.000 0.125 0.203 0.203 -0.201 -0.201 -0.164 -0.164 0.586 -0.193 0.000 0.107 0.000 0.000 0.446 0.446 0.000 0.000 0.000 0.000 7.97223657 8.33045577 0.02970023 6.44475982 8.82413775 9.73823095 10.68167045 8.63458383 10.30157393 -0.55533293 6.58431013 1.25211285 1.76667996 12.03382523 -0.55533293 10.99814860 6.87938720 9.14346408 11.01993927 13.94167549 6.55850184 10.63612702 10.40584721 NA 8.67117163 NA 4.25211285 9.62653277 9.86627716 3.23239982 3.48915755 15.56215892 8.12071636 9.65421264 5.59450675 10.85521071 9.86208450 9.7009680 13.2390736 10.3166645 0.4447731 7.7485404 8.7711887 11.7153467 9.2673303 7.1658587 11.1202753 7.3395775 10.6660262 9.0613083 12.6553546 13.5844705 10.8801692 6.5945067 11.1904336 8.7092021 13.8415313 11.5941889 4.5022097 12.3290090 10.6732774 9.6759805 10.5325537 7.8752118 13.5690426 10.4884702 1.0297002 10.3810292 10.5302318 11.3927614 1.0297002 9.0557840 11.0252534 10.8655090 14.3106368 9.0079557 9.1044342 8.3931266 10.4809329 10.4932462 15.0140216 10.1016310 7.3395775 11.2918167 7.0594688 6.4559864 7.6146841 11.9647640 -0.5553329 8.5054551 10.5598030 9.4877866 9.2096310 10.3953152 7.5532837 5.5740409 5.7393810 5.2902511 8.9810066 0.4447731 3.1452046 8.0315992 1.4447731 9.1794690 3.3516566 10.6484132 13.1759192 10.9325994 10.6407466 11.3723521 3.6146863 -1.5551209 5.7934876 11.7465413 10.4047613 5.5740409 10.9067503 11.4586054 8.3710552 5.8284640 10.7482547 12.5294016 10.5142091 9.7745556 2.8370753 10.1781984 8.9786536 9.4510854 7.5740425 10.9793054 TCGA-52-7812 68 1 835 NA lung NA t2 n2 m0 male 2009 NA yes 0 lung squamous cell carcinoma- not otherwise specified (nos) 30 1967 r0 white hispanic or latino NA NA 2 4 2 1 4 3 3 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.7103408 10.9812695 0.6768992 NA 7.3386963 NA 0.9988454 6.9232788 -0.3230105 4.1687704 2.7643886 NA 7.8468430 3.9248410 3.3773598 0.9988454 NA -0.3230105 -0.3230105 0.2618317 7.8839323 10.2377287 8.1322452 4.8266654 8.5113894 2.6769218 5.2768316 -1.3230105 NA NA 0.6768992 6.7590666 -1.3230105 16.1448331 9.4217520 9.5098083 8.6470241 3.7213070 NA 11.4386772 2.3773459 9.2206557 2.8468343 NA NA 11.1583519 3.2720680 10.1317316 11.2297770 9.7530658 10.0623924 2.1363555 NA 9.0926599 NA 2.6769218 10.5145461 6.3351295 8.0100738 0.6768992 8.9646305 6.4318051 3.6311159 0.6768992 0.6768992 6.3980168 NA NA 9.6790300 4.1687704 NA NA 11.2863278 0.7054914 5.7103408 0.6768992 0.9988454 0.9988454 1.4842928 8.6923334 NA 7.3911637 3.9623177 0.56578000 -0.00484610 0.00000000 0.03552400 0.01614600 1.44740000 -0.55337000 0.06222300 -0.54169000 0.02328600 0.01081800 -0.55897000 0.64689000 0.00013863 3.65690000 0.12211000 0.12211000 -0.53916000 0.01042400 0.01042400 0.00388540 0.59674000 0.00958830 -0.54573000 -0.03190500 -0.03190500 -0.01147300 -0.01147300 -0.57407000 -0.09949600 -0.57763000 -0.53114000 -0.03762600 0.00000000 -0.01381500 0.00263570 -0.54229000 -0.54229000 -0.54229000 -0.55856000 0.03425400 0.03073200 0.03073200 0.01879100 -0.00331740 -0.02315500 -0.54169000 0.01081800 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8.2180149 1.9988454 0.6768992 11.5605161 0.6768992 10.9624707 5.3062732 9.5957815 11.0918624 13.5226533 5.4713338 11.8817950 10.5826812 0.6768992 9.6811386 -1.3230105 8.9749807 9.2343818 9.8183868 NA NA 12.2574123 9.7062054 11.1294168 3.2618768 11.7700056 9.6361957 9.879654 12.118436 9.839939 NA 6.846843 8.192618 11.445723 10.279617 8.877817 7.639814 5.320773 10.559527 10.863342 13.476048 14.438573 8.580800 6.335129 10.768023 9.117787 12.890098 10.971539 3.831938 11.229777 11.201460 11.026752 9.888198 6.246773 14.114972 5.721313 2.484267 9.317163 11.4444820 11.3164850 4.7213125 9.0905462 10.9812695 11.5239755 13.4902480 8.8924511 9.6620415 8.4099335 10.5461148 9.7124047 16.4932707 4.1687704 5.3207735 10.6091329 7.4810494 4.7643833 8.1404428 12.1076321 NA 7.7958591 11.3890153 9.5457408 8.4150103 9.4217520 8.7841352 7.1363503 7.6599117 4.5349020 8.7590673 7.6282027 3.1363555 8.2600012 -1.3230105 9.5913034 4.2004808 10.1317316 13.5671825 10.3686617 10.3664795 11.4211213 2.1363555 NA 0.9988454 9.9407742 9.1886709 4.8266654 10.5145461 11.3096863 4.1031871 5.8765906 8.0100738 12.2535207 9.8827115 9.5310075 NA 10.2651644 9.8654699 9.2925478 6.6769176 11.1151903 TCGA-56-1622 58 1 881 NA lung stage ib t2 n0 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 86 1962 r0 white not hispanic or latino 1 1 1 NA NA NA 4 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 5.964914e-06 2.254182e-06 11.2033195020747 20.746887966805 34.0248962655602 9.12863070539419 24.896265560166 NA 11.4762752 NA 1.4780917 7.6044235 2.6707271 -0.3293409 7.6966198 NA 9.5302676 8.3253689 NA 9.7753316 1.6707497 3.9561310 0.2556820 NA -0.3293409 3.3386241 NA 7.1505130 13.0583463 6.0630499 5.8605581 9.5028318 2.9926597 10.6889330 NA 4.5533789 NA -0.3293409 7.9421960 4.0969955 15.0410111 9.3642198 11.0370551 11.8685638 4.7368213 NA 10.7093090 NA 8.9664331 0.6707497 NA NA 10.4423998 2.3711685 11.9426335 13.4586298 10.1469727 12.3227498 3.4256204 NA 10.8759152 NA 4.3431591 8.1136765 1.6707497 10.4598589 NA 7.8899012 2.5776343 2.2556820 -0.3293409 NA 5.6365173 3.5776222 2.1301731 9.8636421 6.1864332 -0.3293409 -1.3291597 11.6913656 NA 4.2253212 3.8164154 0.9926959 -1.3291597 8.6147128 7.5564294 0.2556820 6.7740201 -0.3293409 0.033972 0.406770 0.406770 3.656900 0.300110 1.579100 0.554780 0.260590 0.260590 -0.509810 0.518040 1.523500 2.117900 -0.161280 0.131040 0.992390 1.051900 -0.317160 0.494070 -0.505980 -0.014778 0.499780 -0.494750 -0.494750 -0.574670 0.366900 0.907340 0.907340 1.322600 0.028903 -0.509840 -0.471310 -0.453940 0.406770 0.406770 -0.489840 -0.481020 -0.481020 -0.481020 -0.266610 -0.473450 -0.814660 -0.814660 -0.493610 -0.493610 0.260590 0.240330 0.518040 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5.9375186 8.6917128 11.5526919 15.1144049 5.1785274 10.6158109 10.8780523 NA 8.2060082 NA 4.6480109 9.5903412 9.3909772 3.0055796 3.1301566 15.4571812 9.8814042 10.6515865 6.4322847 9.2415373 9.5738615 10.912120 13.098897 10.407980 4.528715 9.627835 8.242485 12.116006 9.714444 6.820480 11.138848 7.054437 9.434767 12.843238 11.084361 14.210195 11.076406 6.805160 11.480903 11.064928 13.549502 12.259096 3.567485 13.458630 11.079859 9.597770 10.900753 7.731429 13.612858 13.021948 1.670750 11.704500 12.1746828 10.1705787 3.2556971 9.3711727 11.4762752 10.9541106 14.2647944 9.2462722 9.0701923 8.1942949 9.9664961 9.8673350 12.1299083 9.5302676 7.0544372 11.2596817 8.2176272 5.9468572 8.3866950 11.7756592 NA 6.5410982 11.2757493 9.6183697 8.5457144 9.3642198 10.1141944 4.3711755 4.3711755 5.6819608 10.2589790 NA 1.2556820 9.2687853 NA 8.9351754 0.9926959 11.9426335 12.7131617 11.0700108 10.7993716 11.0938488 3.4256204 -1.3291597 -1.3291597 10.3105258 11.7233009 3.3711685 8.1136765 12.1477321 4.8406596 6.8153910 10.4598589 11.6489070 9.6572859 7.9949134 3.6249314 10.5903411 7.8623348 9.9699409 8.7515504 10.7932373 TCGA-56-5897 74 0 NA 378 lung stage ia t1b n0 mx male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA white not hispanic or latino NA NA 4 4 1 5 1 1 3 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 7 0 0 7 3.259895e-06 1.144431e-06 13.3858267716535 42.5196850393701 18.8976377952756 2.36220472440945 22.8346456692913 NA 11.6915243 0.1198210 -1.4651415 7.2036945 -0.4651415 2.6222744 4.4655436 -0.4651415 2.7827440 8.7381571 1.1197546 13.3182678 9.3557858 5.7442634 -1.4651415 NA 0.5348585 -1.4651415 0.5348585 8.5220730 12.1874301 9.1668954 5.1930187 9.1965871 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10.878828 11.712540 5.276277 -1.465142 NA 12.881946 11.045079 6.935688 10.208560 11.703951 7.983958 3.289702 11.194805 12.074453 10.309596 10.045573 1.534809 8.752767 9.755611 9.750949 8.106562 10.782143 TCGA-56-5898 69 0 NA 555 lung stage ia t1b n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1955 r0 white not hispanic or latino NA NA 3 3 4 4 2 2 4 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4.369646e-06 1.352509e-06 10.2409638554217 24.0963855421687 30.7228915662651 8.43373493975904 26.5060240963855 NA 11.5654025 NA 1.9766936 7.6108942 3.2662018 5.2161522 6.5122569 1.1286893 9.7389775 6.8782251 -1.1933047 10.2319788 6.9308840 4.1990834 -0.1933047 -0.1933047 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8.2804687 9.7478105 -0.1933047 6.4066761 0.3917677 3.6141209 11.6970271 1.1286893 10.7656780 6.4066761 9.4862429 11.1364779 13.9743378 5.6011795 10.2103075 10.5856613 NA 11.0532066 NA 4.7840433 9.3785155 9.9965627 -1.0822246 3.2662018 15.7412485 7.6802069 8.9321764 4.3303218 11.3172798 10.7736287 10.2335517 12.4739853 10.4923877 -0.1933047 9.0076614 9.4578146 12.0732566 9.8715056 7.2076420 11.1524453 8.5749473 10.3766185 9.7653156 12.1724018 13.6728827 12.9483911 6.8889125 10.9192023 9.0002882 13.0078913 11.3361934 3.2727399 13.3661878 11.1139637 10.0045938 10.7558600 7.5210083 14.1454954 12.9474329 1.1286893 10.8508154 11.4476856 11.4980702 1.3917127 8.9463142 11.5654025 10.8613672 14.2638545 9.1818023 8.3158451 8.3841919 9.8708320 9.6546033 15.8314264 9.7389775 8.5749473 11.7947374 8.1196456 5.6011795 8.4488147 12.9756700 NA 8.1059708 11.0076615 9.3175270 9.8319024 11.0620866 8.8207834 6.5749477 5.9565097 6.3536568 9.4159416 1.3917127 1.9766936 8.8497901 0.3917677 9.0162163 5.3917265 10.1399182 12.8068509 10.4365748 11.2893188 11.0685639 4.7840433 4.2330291 6.7897566 11.4108527 9.9463142 6.6894054 10.1947801 11.2450349 7.2413912 4.7840433 9.7529380 12.3180214 9.8593309 8.9729258 1.3917127 9.9773138 9.6437914 9.4379399 7.9766878 10.1105436 TCGA-56-6545 77 0 NA 666 lung stage ib t2a n0 m0 female 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1952 r0 white NA NA NA 6 4 2 3 3 1 3 2 3 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 8.878011e-06 2.288862e-06 13.6222910216718 30.3405572755418 27.5541795665635 8.97832817337461 19.5046439628483 -0.8512611 11.5886315 0.1487389 6.9036879 6.8176859 0.4707191 2.4707191 5.4945148 1.7337448 9.9157436 6.5708651 2.3187218 12.7390368 9.3818211 6.1317952 -1.8510008 NA NA 1.0595629 1.3187507 8.3212282 12.1039056 9.2309497 1.1488040 8.9095205 4.9816929 7.5581919 -1.8510008 NA -1.8510008 0.7337882 8.7177069 0.7337882 15.2677911 9.3925697 12.1325069 12.2016234 7.2573247 -0.2662118 10.5308842 5.6956960 9.7284418 5.1145836 NA -1.8510008 11.2082651 5.0086482 11.1383725 11.7616692 11.2165711 10.1572503 4.7033887 -0.8512611 10.6381469 1.4707191 4.7926576 10.8134702 5.2148903 10.3503120 1.6082415 9.7827041 7.1374851 6.9848513 1.3187507 -1.8510008 7.6082326 -0.2662118 0.4707191 9.5281790 5.6801809 NA -1.8510008 11.8005251 -1.4615612 5.3582556 4.5728836 3.5411183 8.0839659 -0.8512611 10.5719165 0.4707191 7.7033894 3.0633649 0.2490300 1.0923000 -0.0984580 1.1074000 -0.2616700 0.9756400 0.9756400 0.3009000 0.3009000 3.6569000 3.6569000 0.0677320 1.1606000 -0.2598600 0.1472600 0.2452900 0.2452900 -0.3632900 0.1790500 -0.2843000 -0.0903610 0.0000000 -0.1640500 -0.1640500 0.2552700 0.2552700 0.5374900 0.4913000 0.2273100 0.0520990 -0.2534600 -0.2534600 -0.0084385 0.5185600 -0.0433310 0.0080567 -0.1716100 -0.1716100 -0.0384420 -0.2616700 -0.1031000 -0.1031000 0.0036076 -0.2431400 0.0083351 0.2815700 -0.2527000 -0.2537000 -0.4872200 0.0976880 -0.2728400 -0.2598600 -0.2598600 -0.2598600 0.0011093 0.0011093 -0.0482070 -0.2654000 0.1472600 0.6686300 -0.0268510 -0.2218200 -0.2218200 0.1790500 -0.0903610 -0.0903610 -0.2876200 1.0483000 0.0000000 0.0000000 0.0000000 -0.2167600 0.0244080 0.2552700 0.2858000 -0.2980400 0.2273100 0.0520990 0.0520990 0.0520990 0.0520990 0.000 0.000 0.283 0.147 0.241 0.000 0.000 0.179 0.000 0.761 1.048 0.000 0.000 -0.164 -0.164 0.000 0.231 -0.253 -0.004 0.491 0.491 -0.012 0.227 0.000 0.000 -0.133 0.000 -0.262 -0.262 0.967 0.000 0.301 0.048 0.000 0.000 0.000 0.218 -0.260 -0.260 0.000 0.000 0.000 0.000 0.283 0.147 0.241 0.000 0.000 0.179 0.000 0.761 1.048 0.000 0.000 -0.164 -0.164 0.000 0.231 -0.253 -0.004 0.491 0.491 -0.012 0.227 0.000 0.000 -0.133 0.000 -0.262 -0.262 0.967 0.000 0.301 0.048 0.000 0.000 0.000 0.218 -0.260 -0.260 0.000 0.000 8.8995077 8.6684369 2.0556816 3.4707321 8.2216031 8.9745546 10.4088380 8.9211152 10.0071703 NA 6.6000125 -0.2662118 0.9561310 12.8664235 1.4707191 10.2346979 7.9641837 9.1167473 11.6856889 14.1852104 4.9169829 10.7786126 10.5956255 0.4707191 9.4399713 2.6723574 5.0795360 8.6326165 10.1300075 NA 3.3187218 13.6986154 8.6295909 10.5716539 6.6406542 11.3851139 9.8457682 10.9954664 11.4488671 10.9219398 -0.2662118 10.2609144 8.0795381 11.0865423 10.0523060 7.3800220 15.8351234 8.4061884 14.9779871 7.7110433 10.3558150 13.4313100 12.3332886 10.5049774 11.2229421 9.9317989 13.2459686 11.2324462 4.4306867 11.7616692 12.0509873 11.2061155 11.0341158 9.1663050 14.0169724 10.5708654 0.4707191 10.3349149 10.8507568 12.0675708 1.3187507 9.7926569 11.5886315 10.4408346 14.2833062 9.9367032 8.5873429 7.8335492 9.8669054 9.2182503 15.6839545 9.9157436 8.4061884 11.4013183 7.3061474 6.6526270 10.2272851 13.7938398 -1.8510008 9.5123879 10.5624286 10.3029859 10.8913206 9.3925697 9.1095267 9.4588454 7.5063528 6.8176859 10.4936513 -0.8512611 -0.8512611 9.6679455 1.1488040 9.2729220 7.1822235 11.1383725 13.2737297 10.8824515 11.2560178 11.0588812 4.7033887 5.3484732 -0.8512611 12.7033895 11.5787304 5.5238411 10.8134702 11.5708654 7.9448403 5.9689801 10.3503120 11.8229929 9.6461535 10.0180089 -1.8510008 8.4628176 9.3403348 9.5346630 9.7356405 10.7792953 TCGA-56-6546 67 1 NA NA lung stage iia t2b n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1954 NA white not hispanic or latino NA NA 2 4 2 5 3 3 3 4 3 3 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 7.627552e-06 2.318999e-06 8.96739130434783 20.3804347826087 35.3260869565217 8.69565217391304 26.6304347826087 0.2382977 12.0046111 -0.7617023 1.6977293 8.3803961 7.1541690 2.1451883 5.2826844 -0.1767398 7.9831230 3.5602136 4.8382005 8.4754992 4.4862188 6.1866570 -0.1767398 2.9387374 0.5602258 0.5602258 9.6812328 7.3257525 11.6131928 8.8024388 5.1924861 8.5260015 4.4477445 8.4132149 1.8232602 -1.7617023 -1.7617023 2.4082227 5.7696713 NA 14.9030683 9.7677198 9.6295328 8.7589077 3.9931762 NA 10.4237841 7.8731002 8.2521843 4.6645568 NA 2.2382977 11.1595890 3.8529976 11.8340129 11.3351691 10.2368797 10.5447554 3.8232500 -1.7617023 8.8938200 -0.7617023 3.3675668 10.6755212 6.1209325 10.0818177 4.8081430 8.9998405 7.2241310 5.2495174 0.2382977 0.2382977 8.0900383 NA -0.7617023 9.5409281 4.7301400 -0.7617023 -1.7617023 11.4462186 6.9415348 6.2326435 1.6977293 2.7618597 9.9348221 3.4082091 9.6577227 -1.7617023 7.9965125 3.0942867 -0.019452 0.150840 0.150840 0.090720 -0.036946 0.696900 0.696900 0.130220 0.130220 -0.249340 0.174830 0.802080 0.308890 -0.111420 0.023426 0.164000 0.158250 -0.241560 0.109210 0.109210 -0.037218 -0.054151 0.092460 0.092460 0.432260 0.432260 0.376110 0.678270 -0.106440 0.038412 -0.019452 -0.019452 0.150840 0.150840 0.150840 -0.039529 0.090720 0.090720 0.090720 -0.036946 -0.036946 -0.039809 -0.039809 -0.223790 -0.235940 0.130220 0.117560 -0.249340 0.174830 -0.075878 -0.111420 -0.111420 -0.111420 -0.111420 -0.029405 -0.029405 -0.010508 0.023426 0.023426 0.023426 0.158250 -0.244360 -0.244360 0.109210 -0.037218 -0.037218 -0.044551 -0.044551 -0.043460 -0.043460 -0.054151 0.092460 -0.227970 0.432260 -0.147470 -0.147470 -0.106440 0.039630 0.039630 0.039630 0.038412 0.000 0.000 0.000 0.000 0.164 0.164 -0.242 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.432 0.000 0.000 0.000 0.678 -0.147 -0.106 0.151 0.151 0.000 0.000 0.000 0.000 0.473 -0.224 0.130 0.130 -0.249 -0.075 0.000 0.292 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.164 0.164 -0.242 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.432 0.000 0.000 0.000 0.678 -0.147 -0.106 0.151 0.151 0.000 0.000 0.000 0.000 0.473 -0.224 0.130 0.130 -0.249 -0.075 0.000 0.292 -0.111 -0.111 0.000 0.000 7.5803641 8.6593020 2.6977293 0.5602258 5.9729982 9.7613611 10.8150098 8.4484612 9.8052946 -0.7617023 6.9831236 NA 0.5602258 12.1011203 5.5958408 10.4547319 6.8785341 9.8446945 11.4250829 13.8264182 6.5420707 11.3510545 10.7979053 0.2382977 10.8566747 NA 2.3257606 8.5317608 9.9789048 1.6632080 -1.7617023 12.3776807 8.0743395 10.1575251 4.9931762 10.5638758 9.4850299 11.128934 11.771862 10.632484 2.045653 7.647680 8.516739 11.566824 9.922600 8.771619 10.378480 5.867647 7.662455 8.747074 11.044436 13.570955 10.764299 7.677081 11.043227 7.246718 13.017649 11.396426 4.537315 11.335169 11.729140 10.525713 10.959816 5.959388 13.996495 12.530683 7.260657 10.844926 11.6002330 11.3776807 1.6977293 8.9713044 12.0046111 11.8047001 13.4573424 9.9243520 9.7663379 8.6895005 10.1051817 9.2516119 16.7356265 7.9831230 5.8676469 11.2706794 6.6561417 6.1209325 10.4209939 11.3298899 0.5602258 8.7079309 10.7381351 10.1961168 8.2227075 9.7677198 6.9212840 8.6455568 7.6603539 6.0327048 10.0416132 4.4477445 5.0456439 8.0048182 1.0456526 8.8052947 6.5329107 11.8340129 13.5948443 11.5356354 11.1921219 11.7479405 3.8232500 -1.7617023 -0.7617023 11.9484499 9.4305820 5.9317752 10.6755212 12.0269056 6.5050763 6.0520702 10.0818177 13.1758010 10.8216071 9.3177739 -0.1767398 8.3097515 9.9359127 9.8437688 7.9018474 11.0472534 TCGA-56-7221 79 0 NA 608 lung stage ib t2 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 white NA NA NA 3 1 3 4 1 2 4 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.42810129 -0.63710936 0.94785314 8.20991096 -0.05214686 0.94785314 3.17021351 0.36289064 6.61551929 3.78911365 4.14420956 8.55267793 3.26975132 8.36003280 2.75516533 1.53276578 -0.63710936 4.81818079 NA 5.37407963 12.22258238 7.99403035 5.06329153 7.91744250 -0.63710936 12.28050529 NA 5.14421364 -1.63710936 0.68481874 5.51259984 -0.63710936 13.38118410 9.51640544 11.45890973 12.28255483 4.40725077 NA 10.71710291 NA 8.09283112 5.25767070 NA -0.05214686 11.18729720 4.48594198 11.37023121 14.25423423 11.11794972 10.57810743 4.73789223 NA 9.22238823 -0.63710936 1.82228147 10.16617740 2.82228147 11.83185927 0.94785314 9.44500263 4.70270187 2.88641358 0.36289064 -1.63710936 6.11104592 NA -0.63710936 9.11020740 4.40725077 4.85470884 NA 11.06415998 0.25035527 1.53276578 3.00671093 -0.05214686 -1.63710936 6.75945814 7.74223195 -1.63710936 7.09417272 -1.63710936 0.01978300 0.02735700 0.03919500 0.21945000 -0.28358000 0.44257000 0.34795000 0.04018500 0.04018500 0.27033000 0.27033000 -0.08153900 0.04174100 0.60160000 3.65690000 -0.06209200 -0.01574100 0.01908300 0.02974700 0.01950300 0.01754400 0.00000000 -0.24776000 -0.24776000 -0.26071000 -0.26071000 -0.00166290 -0.00166290 0.50533000 -0.09947200 -0.52440000 -0.49486000 0.02735700 0.03919500 0.03919500 -0.50339000 -0.49120000 -0.49120000 0.21945000 -0.48617000 -0.28358000 -0.37437000 -0.37437000 -0.49965000 -0.49965000 0.04018500 0.04018500 0.27033000 0.27033000 -0.08153900 -0.52665000 -0.51352000 0.60160000 -0.22318000 0.04783600 0.04783600 -0.50557000 0.00097064 -0.16706000 -0.16706000 -0.01933700 0.01042400 0.01042400 0.02974700 0.01754400 0.01754400 0.04117500 -0.51671000 0.00000000 0.00000000 0.00000000 -0.25419000 -0.00498440 -0.26071000 0.54877000 0.54877000 0.50533000 -0.10605000 -0.10605000 -0.10605000 -0.10605000 0.000 -0.506 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 -0.517 0.000 0.000 -0.248 -0.248 -0.261 -0.261 0.000 0.000 0.000 0.000 0.549 0.505 0.000 0.000 -0.491 -0.272 -0.486 -0.284 -0.152 -0.500 0.000 0.000 0.270 0.270 0.000 0.000 -0.514 -0.223 -0.106 -0.106 0.000 -0.506 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 -0.517 0.000 0.000 -0.248 -0.248 -0.261 -0.261 0.000 0.000 0.000 0.000 0.549 0.505 0.000 0.000 -0.491 -0.272 -0.486 -0.284 -0.152 -0.500 0.000 0.000 0.270 0.270 0.000 0.000 -0.514 -0.223 -0.106 -0.106 8.01390494 8.86667929 NA 6.84666882 7.33152071 9.81148612 11.00670967 9.62214372 8.81406457 -1.63710936 7.21147659 -0.05214686 7.76159711 11.05568692 NA 10.13145135 7.38799317 8.53777906 11.38509470 13.87173148 3.40724397 11.44998482 10.99879829 -1.30365001 9.93175972 0.94785314 6.92127446 8.86170263 10.30536068 6.05543429 0.36289064 15.86470622 8.39765239 8.91552269 3.64825834 11.85645879 10.27049530 10.60424084 12.08427316 9.98856228 -0.05214686 10.13062410 8.90491817 11.14953152 8.76479962 7.63897814 11.91576270 9.15808149 11.90786138 9.87460611 12.05546900 14.19299728 12.34317161 4.11774490 10.75543926 7.00670981 13.01166044 10.90974798 4.95964034 14.25423423 12.25549117 9.03527886 10.88027686 6.68928238 13.64108041 13.32949412 1.17018146 10.63227240 12.42927910 9.91408116 -1.63710936 11.03328843 11.42810129 11.83554434 14.28817566 10.06718950 9.83270381 7.69377059 10.04409189 9.99766458 13.58504464 6.61551929 9.15808149 11.78728226 9.77701016 4.72040434 7.11104592 12.20038288 NA 6.03527859 11.58187073 9.38105361 7.81200205 9.51640544 9.09671621 5.15727012 3.53277825 3.36284857 8.89130769 5.72917478 5.04935196 9.68984461 -0.05214686 9.66891511 2.36286260 11.37023121 13.10495236 10.46548539 10.65890936 12.09385424 4.73789223 -1.63710936 0.94785314 9.77436440 8.92509597 5.32863903 10.16617740 11.95636135 5.46088670 6.45560998 11.83185927 12.40502584 10.01345654 7.36285383 4.77224462 8.42489984 8.20068629 9.86965692 6.16375432 10.91071198 TCGA-56-7222 60 1 562 NA lung stage ib t2a n0 m0 male 2011 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 23 1963 NA white not hispanic or latino NA NA 4 1 2 3 4 1 4 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.48346755 11.65371857 NA NA 7.69293417 NA -0.51642926 2.87579972 -1.51663564 8.92434964 3.18391521 -0.51642926 6.47216443 3.52787105 7.53060454 NA NA NA -1.51663564 NA 7.61790673 11.33151657 6.73614618 5.57094254 8.26647876 3.97533670 10.91393304 -0.51642926 NA -1.51663564 1.06846445 8.68437905 5.79636414 13.57006916 9.77580219 10.50098495 12.09173533 3.18391521 NA 10.35999745 0.48346755 9.55401742 NA NA -1.51663564 11.36114810 3.30059234 10.21988243 12.80493725 10.18435370 8.99706005 2.73140050 NA 8.58414286 4.31637024 3.43768051 10.33756972 1.29083722 11.02892768 -1.51663564 9.51759164 2.48349335 1.06846445 -0.51642926 0.06846445 5.41421673 -1.51663564 NA 10.13273671 3.73141136 NA NA 7.88008550 1.24476531 1.94290855 -1.51663564 -0.51642926 NA -0.51642926 7.51690316 NA 7.50584807 NA 0.0000000 0.2337700 0.1805300 0.1374300 -0.5690400 0.5565200 0.6218400 0.0676310 0.0676310 0.0222740 0.0672840 0.0257340 0.7424800 -0.6603300 -0.2960600 1.0735000 0.0250800 -0.0274270 0.0052453 -0.0411880 0.2505500 0.1126900 0.1865800 -0.6041200 -0.3567200 -0.3567200 0.5466600 0.5466600 -0.1142000 0.4442300 -0.0509400 0.0000000 0.2114300 0.1805300 0.1805300 -0.6180800 -0.6180800 -0.5665600 0.0466700 -0.5631800 -0.5746200 -0.5532900 -0.5847800 -0.5980100 -0.6166100 0.5760800 -0.6086600 0.0222740 0.0672840 -0.5800100 -0.5994600 -0.5994600 -0.5994600 -0.2971200 0.4359400 0.4359400 -0.2972400 -0.2960600 -0.2668700 -0.2668700 -0.6302800 -0.6018600 -0.6018600 0.0052453 0.2505500 0.2505500 0.3050200 -0.3851600 0.1126900 0.1126900 0.1126900 -0.6041200 -0.3567200 -0.3567200 -0.5837500 -0.6514900 -0.1142000 0.1099100 -0.4260600 -0.4420700 -0.1029200 0.436 0.139 -0.296 -0.296 1.048 0.000 -0.602 0.000 0.251 0.166 -0.186 0.113 0.113 -0.420 -0.604 -0.357 -0.357 0.000 0.000 0.547 0.547 -0.584 -0.114 0.181 0.181 -0.618 0.000 -0.569 -0.569 0.622 0.047 0.000 0.000 0.000 0.000 -0.580 0.000 -0.599 -0.297 -0.122 -0.122 0.436 0.139 -0.296 -0.296 1.048 0.000 -0.602 0.000 0.251 0.166 -0.186 0.113 0.113 -0.420 -0.604 -0.357 -0.357 0.000 0.000 0.547 0.547 -0.584 -0.114 0.181 0.181 -0.618 0.000 -0.569 -0.569 0.622 0.047 0.000 0.000 0.000 0.000 -0.580 0.000 -0.599 -0.297 -0.122 -0.122 6.1908400 8.6166227 0.4834676 1.0684645 4.5278773 7.0833932 11.0136429 8.9963297 9.5722688 0.4834676 6.2908354 NA 1.6534270 11.8224954 -1.5166356 10.5939638 5.6230328 8.7467498 11.4546809 13.3736498 3.4834805 11.1574520 11.3764027 -1.5166356 7.2417039 1.2908372 4.7122986 10.0045902 9.8149573 NA -1.5166356 14.7205784 8.1699811 9.8014583 4.6332278 10.5193105 9.6559079 10.255795 11.827915 10.140799 NA 9.604366 4.414217 11.727398 9.454305 7.363064 11.665875 7.625588 12.309589 10.791535 11.872977 14.644278 11.972074 5.721884 11.145926 7.648388 13.879282 11.035669 5.696342 12.804937 11.197726 9.649644 11.186952 8.014862 14.076155 11.014862 5.505850 10.624310 11.2421201 11.0808348 1.0684645 8.6770057 11.6537186 11.4237941 14.4889952 9.0206989 10.6568891 9.1318382 9.9382836 10.1105583 13.3445189 8.9243496 7.6255876 11.8967117 5.3538455 5.5815139 9.5169036 13.2376373 NA 6.1977258 11.5724344 10.3203198 9.3903710 9.7758022 9.3903710 5.1273361 2.7314005 5.5169039 9.0580740 -0.5164293 2.7314005 8.9632608 NA 8.8596059 1.0684645 10.2198824 13.1528639 11.7737874 9.4933091 11.5355391 2.7314005 -1.5166356 8.5182794 10.6652539 9.3226842 5.4376772 10.3375697 12.1234994 4.6332278 5.9991792 11.0289277 13.2623790 10.7435179 8.5933112 NA 7.9160221 8.9405638 10.5138028 5.9672954 11.3555782 TCGA-56-7223 66 1 442 NA lung stage iiia t3 n1 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 3 NA NA 3 3 1 3 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -2.2149098 11.2745997 -0.6297241 NA 8.3331120 6.6678964 3.2115107 4.5666143 NA 8.1262161 12.5221839 NA 7.6921440 6.0706555 4.9350024 0.1071522 0.7852576 5.1861321 2.5910570 -2.2149098 7.3999632 12.2235905 9.3273180 10.4839581 8.5821043 -0.6297241 8.6260313 -1.2149098 4.4291071 NA 0.5926364 6.5300879 2.9145454 12.5893426 8.7696719 11.0316972 9.8179880 8.2660435 2.1775670 11.5741757 2.4291071 8.7716502 2.7394593 NA NA 12.0125768 2.9227497 11.0979946 13.1916047 10.8752004 10.0883035 5.1775710 NA 11.0584663 NA 6.9324581 10.5300873 5.7100653 11.4449150 0.5926364 7.6416790 6.0379181 2.1071857 -1.2149098 -2.2149098 7.8472998 2.7852576 -2.2149098 9.7639639 6.9400716 NA 1.3702201 11.3976613 1.6392322 0.9551640 -2.2149098 2.2446740 5.7964810 1.5925886 7.8214271 7.2487777 7.7011332 0.9095811 0.5879300 0.2200600 0.1757400 3.6569000 -0.4899500 0.0455660 -0.0018887 0.0853650 0.0853650 0.5332700 0.5332700 -0.5177400 0.0457080 -0.5991500 -0.5333800 0.2297800 0.5992600 0.1136000 0.0139110 -0.0016629 -0.3743700 0.5886500 0.1566600 0.1566600 0.0000000 0.0000000 0.6026800 0.4999500 0.0811770 0.7300000 -0.4926300 -0.5201200 0.2409300 -0.3979700 0.0963800 -0.5091900 -0.4925600 -0.4998600 1.1106000 -0.4899500 -0.4981600 -0.4981600 -0.4975700 -0.5145500 0.0397610 0.0853650 -0.4966300 0.5332700 0.5725500 -0.5227500 -0.5430000 -1.0953000 -0.5932200 0.0363700 -1.1889000 -1.1703000 -0.4951700 -0.0201380 -0.5333800 -0.5333800 -0.4977800 0.6235100 0.6120800 0.0303100 0.1163800 0.1163800 0.1287400 0.1287400 -0.4990200 -0.5314400 0.5886500 -1.1699000 -0.5032800 0.0000000 -0.4916200 -0.5034900 0.0811770 0.6344500 -0.4922500 -0.3601100 -0.3601100 -0.495 -0.495 0.000 -0.513 0.159 0.000 0.612 0.000 -0.374 0.129 0.129 -0.499 0.088 0.157 -0.967 -0.503 0.000 0.081 0.557 0.539 0.539 -0.503 0.000 0.220 0.220 0.620 0.620 -0.498 -0.498 0.000 0.000 0.000 0.000 0.533 0.533 -0.510 0.000 -0.618 -0.618 0.274 0.274 -0.495 -0.495 0.000 -0.513 0.159 0.000 0.612 0.000 -0.374 0.129 0.129 -0.499 0.088 0.157 -0.967 -0.503 0.000 0.081 0.557 0.539 0.539 -0.503 0.000 0.220 0.220 0.620 0.620 -0.498 -0.498 0.000 0.000 0.000 0.000 0.533 0.533 -0.510 0.000 -0.618 -0.618 0.274 0.274 10.1428055 9.1957049 0.7852576 4.5131749 5.9800093 9.9815482 10.7966555 8.3582758 9.2245649 7.1711157 6.7218907 NA -2.2149098 11.0053295 4.7964784 10.1576343 6.6118024 9.2250843 11.6950303 14.2422976 6.7992738 10.7277680 11.5587018 2.8586375 9.2564205 NA 6.5958244 8.0752722 9.7841365 -0.3910016 6.3127305 13.1784093 8.5958251 9.8963892 7.2791091 10.2579443 9.4612105 11.222876 11.139227 11.016024 3.142806 9.445695 5.203107 12.111542 10.982624 7.432712 10.965163 8.005632 7.203106 7.633877 12.940981 13.708488 12.181055 4.429107 11.518798 7.485693 12.126216 11.640609 4.978731 13.191605 11.543685 10.256166 11.717653 5.924805 13.488047 13.517580 6.070656 10.637978 11.509980 9.503358 5.133983 9.654847 11.274600 11.820740 13.963062 8.976930 10.491603 7.897693 10.739075 9.911313 11.816093 8.126216 8.005632 12.176430 7.293049 9.123433 8.831695 11.201655 -1.214910 6.563331 11.258452 9.731063 7.221965 8.769672 6.475252 1.955164 1.872711 4.142806 9.496060 2.592613 9.392584 9.760027 -1.214910 10.356532 6.370217 11.097995 13.882545 11.424594 12.106900 12.018124 5.177571 4.052042 1.107152 11.465283 8.841891 7.390733 10.530087 12.104008 13.207417 6.698143 11.444915 12.440616 10.211518 8.589384 0.955164 5.277107 7.205951 10.591400 7.743806 9.626425 TCGA-56-7579 61 1 951 NA lung stage iiia t3 n1 m0 male 2011 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 2 1986 r0 white not hispanic or latino NA NA 4 2 NA NA 1 2 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5080750 NA -1.1863932 8.3719204 NA 0.8135247 3.0614306 NA 9.1688506 3.9834223 -1.1863932 9.7821662 5.9632475 3.3370545 -1.1863932 -1.1863932 NA NA 0.3984598 7.9884251 11.0991906 7.6838642 -0.1865574 9.7922098 2.5139455 11.8842912 NA -1.1863932 NA -1.1863932 4.9220218 NA 13.3101005 9.4199046 11.0396105 11.4560025 4.3370617 NA 10.7516087 1.8134836 8.9277232 3.5683848 NA 9.5008751 10.3018568 4.5771750 10.7505053 13.5736476 10.7929246 9.7169972 3.7676972 NA 10.0814565 1.3984598 2.9834223 10.4341775 2.3984598 10.0867123 NA 8.0802862 6.2729302 3.2729339 -1.1863932 -1.1863932 6.7203907 NA NA 8.9167871 4.5948590 NA NA 9.4627556 2.4994505 1.3984598 NA 1.1354035 0.8135247 NA 8.4894566 3.2729339 6.0614263 NA -0.0079423 0.3781000 0.4622900 2.1344000 0.3494100 0.0000000 -0.2109400 0.0752710 0.0752710 0.6618000 0.5697000 3.6569000 0.7117000 -0.5281800 0.7296200 -0.5801900 0.0467890 -0.6066100 0.0652260 0.0834870 0.0966700 0.7524200 0.0969610 0.0669450 0.0196430 0.0593660 0.1290400 0.1290400 0.1602500 -0.0359930 -0.0079423 -0.0079423 0.4207200 0.0094491 -0.5116600 -1.2929000 -0.6081300 -0.6081300 -0.1907400 -0.6207300 0.3373900 0.5688100 0.5688100 -0.2109400 -0.2109400 -0.3574900 0.0336900 0.5246600 0.6226000 -0.6205400 -0.5874500 -0.5874500 -0.5902800 -0.2115300 -0.0142280 -0.0142280 -0.0111230 -0.5251200 0.0176840 0.0176840 0.0949270 -0.6066100 -0.6066100 0.0904300 0.0901410 0.0901410 -0.1161300 -0.5797900 0.6701100 0.0987060 0.7524200 0.0780060 -0.5264500 -0.5554700 -0.5683300 -0.5683300 0.1734700 -0.0172540 -0.0172540 -0.0297210 -0.0544450 0.000 0.000 -0.525 0.000 -0.573 0.000 -0.607 0.000 0.117 0.000 0.000 -0.545 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.129 0.129 -0.568 0.160 0.369 0.000 -0.594 -0.594 -0.301 0.299 0.000 -0.211 -0.357 0.000 0.623 0.623 -0.621 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 -0.525 0.000 -0.573 0.000 -0.607 0.000 0.117 0.000 0.000 -0.545 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.129 0.129 -0.568 0.160 0.369 0.000 -0.594 -0.594 -0.301 0.299 0.000 -0.211 -0.357 0.000 0.623 0.623 -0.621 0.000 -0.563 -0.563 0.000 0.000 6.8578939 7.4537447 -1.1863932 8.3133452 8.6062897 7.6930827 10.6348748 8.9075772 10.3043503 NA 5.5816827 NA 0.3984598 12.2289771 NA 10.5986208 6.2143794 9.0530980 10.9844791 14.9114081 3.8135042 10.4929796 10.7457142 NA 11.5037157 NA 2.6208444 9.0837947 11.0426067 -1.1162228 NA 16.4489483 7.0942699 9.1455361 4.0229537 12.2199702 8.7263888 10.1561297 12.1523751 10.1326070 -0.1865574 9.7508733 9.7574794 11.4845982 8.7964930 9.8351734 11.1399289 8.3351000 11.8602193 5.7560145 13.0968635 14.3108835 11.8699678 6.4929796 9.7922098 4.2729339 12.6622202 10.6444107 4.6524521 13.5736476 11.9205530 8.5104671 9.9265904 7.1263823 13.5476401 12.6759431 2.2729190 12.5472563 10.3975223 10.8159629 -1.1863932 9.2993287 11.5080750 10.3473159 14.8475880 9.4788353 9.9335299 8.7278847 9.3331357 8.9884251 13.9536901 9.1688506 8.3351000 11.2231555 5.4134113 5.9324415 5.5139391 11.5581231 NA 7.7263885 11.7964930 9.9651502 6.9479256 9.4199046 8.3833552 4.4573579 3.2729339 4.0988995 8.7633263 NA NA 6.6900161 0.8135247 8.7427578 6.5069859 10.7505053 12.6054763 11.0462202 10.2015167 10.8452006 3.7676972 NA 2.9834223 11.0011608 9.5532800 5.4573546 10.4341775 11.5917820 4.9632475 -0.1865574 10.0867123 12.7750396 10.5579128 9.5783710 NA 7.6589898 8.9717683 10.3414651 6.8524184 10.4845982 TCGA-56-7580 84 0 NA 925 lung stage ib t2a n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1947 r0 white not hispanic or latino NA NA 3 1 NA NA 3 1 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.4984560 NA 9.0574486 8.8489308 NA -1.3906233 4.7590812 NA 2.1943077 5.0522768 -1.3906233 9.8726015 3.0016581 7.6093324 0.1943392 NA 3.3642222 NA NA 6.5400691 12.3666181 11.0738781 6.0102114 9.3227189 3.3097728 13.4938368 NA 2.4166776 NA NA 6.2017887 NA 14.4395246 9.3617129 12.5078392 12.3522733 5.6754208 NA 11.2940810 -0.3906233 8.3052911 2.1943077 -0.3906233 -1.3906233 11.4057005 3.5162169 10.6413780 13.3491657 11.6755897 9.0904457 5.5635273 NA 10.3679720 NA -0.3906233 10.1787133 3.3097728 10.3550067 4.0355975 8.2852894 4.1942920 1.9312670 NA -1.3906233 5.2675433 NA NA 9.7985392 6.3575256 4.7792597 NA 9.2332139 -1.0011546 2.9312670 3.5162169 -0.3906233 4.3906952 NA 8.1328945 NA 7.4037483 0.5238630 0.082976 0.097610 0.078739 1.256600 0.056378 0.843650 0.797520 0.093688 0.093688 -0.115810 -0.115810 -0.424240 3.656900 -0.419100 -0.418990 0.083842 0.083842 0.010628 0.115720 0.139900 -0.214230 -0.126360 0.115840 0.115840 0.111760 0.111760 0.370750 0.370750 1.039500 -0.079814 -0.118940 0.082976 0.097610 0.078739 0.078739 -0.429040 -0.429040 -0.429040 0.579600 0.085576 0.056378 0.051453 0.051453 -0.438470 -0.437510 0.093688 0.089628 -0.115810 -0.115810 -0.424240 -0.422820 -0.990190 -0.419100 -0.416550 -0.388900 -0.388900 -0.420850 -0.418990 -0.418990 -0.414820 0.105180 0.000000 0.000000 0.137090 -0.214230 -0.214230 -0.122720 -0.122720 -0.126360 -0.126360 -0.126360 0.094849 0.111760 0.111760 -0.441590 -0.404020 1.039500 -0.059611 -0.059611 -0.059611 -0.079814 -0.421 -0.421 -0.419 -0.419 0.000 0.000 0.000 0.116 -0.214 -0.123 -0.123 -0.126 -0.126 0.116 0.116 0.112 0.112 -0.157 -0.157 0.252 -0.387 -0.404 1.040 0.000 0.000 -0.429 0.504 0.000 0.000 0.798 0.360 0.000 0.000 -0.116 -0.116 -0.424 0.000 -0.423 -0.423 0.000 0.000 -0.421 -0.421 -0.419 -0.419 0.000 0.000 0.000 0.116 -0.214 -0.123 -0.123 -0.126 -0.126 0.116 0.116 0.112 0.112 -0.157 -0.157 0.252 -0.387 -0.404 1.040 0.000 0.000 -0.429 0.504 0.000 0.000 0.798 0.360 0.000 0.000 -0.116 -0.116 -0.424 0.000 -0.423 -0.423 0.000 0.000 8.8126805 8.5894718 1.6093295 7.7099950 5.5751156 9.2313842 11.0946585 8.0222197 9.6149568 0.9312292 7.1210848 NA 0.1943392 11.7147498 NA 10.2045899 6.3372526 8.6205597 10.9180923 13.6941407 5.1171257 10.8065490 11.7469639 0.2180992 8.7139312 1.7792597 4.8947353 9.7139310 9.0594816 NA 0.6093767 14.6827417 7.5311732 9.1867613 3.1942920 10.8970447 9.1101742 10.526704 12.155624 10.200387 NA 10.847140 8.372545 10.833334 10.347002 7.993037 10.507178 9.127002 10.714904 10.607217 10.331286 13.559068 11.885893 5.993036 10.881671 10.864066 12.764388 11.436873 4.252900 13.349166 11.298020 10.746964 11.275556 7.163921 14.031400 12.295833 4.253188 9.826684 10.9911456 10.9377268 2.5162169 8.9602716 12.4984560 11.1489758 13.6812949 10.0754088 9.9956260 8.8090047 9.7080223 10.3265803 13.3896158 2.1943077 9.1270018 11.2389166 7.5071778 4.9131144 10.1928852 12.5210052 NA 6.9973500 11.7476041 9.2414188 8.0728567 9.3617129 9.4980755 9.0708117 5.1328935 4.3097728 9.4758386 NA 3.4166911 7.8453464 NA 9.7767505 5.6754208 10.6413780 13.5931721 11.0969211 10.6971266 11.0337611 5.5635273 1.1942762 -0.3906233 10.6299651 9.7060475 2.4166776 10.1787133 11.8850204 5.7386165 6.5866116 10.3550067 13.7456426 10.2760001 8.1581542 4.8381500 4.8947353 9.7257088 10.5255850 8.7360369 10.1595982 TCGA-56-7582 83 0 NA 601 lung stage ib t2a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 2 NA NA 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.04711955 11.36818990 0.04711955 1.85447447 8.59013902 -0.95288045 3.74754853 6.53092284 1.04711955 9.21953496 5.38695576 NA 8.45011920 5.33251103 2.21704455 1.36904764 NA 0.04711955 0.63208205 -0.95288045 7.94192499 12.49302749 10.31681845 4.13457418 8.04428701 2.21704455 10.51827448 NA 0.04711955 NA 6.55490191 6.65443697 6.12392273 12.90363016 9.67646400 11.79550990 12.18809686 4.95399618 0.63208205 12.01271130 1.04711955 9.30305648 4.40465793 -0.95288045 -0.95288045 11.58188198 4.85600962 11.25137281 13.93030526 11.43431693 10.10589738 4.53896023 NA 10.26021153 5.45649734 3.36903368 10.23198266 3.50653847 10.82805713 NA 9.15693807 6.87365573 3.29503236 NA -0.95288045 5.95399851 2.74753778 NA 10.33077451 5.64702087 NA NA 8.56477674 1.14808808 3.63207041 2.36904764 0.04711955 -0.95288045 -0.95288045 9.33942893 NA 7.42648534 0.42556672 0.0317180 0.5364300 0.5364300 1.7358000 -0.4475400 0.6459800 0.8400000 1.0896000 1.0896000 0.3116100 0.3116100 -0.0857220 0.6825400 -0.4510400 0.6989500 0.3124100 0.2972400 -0.1430600 -0.1032900 -0.1032900 0.2623200 0.3043100 -0.0374900 -0.0374900 0.1911700 0.1911700 0.2878600 0.2878600 0.8906600 0.0041632 -0.4730000 0.0317180 0.5364300 0.5364300 -0.2103200 -0.4593900 -0.4593900 -0.4593900 0.3438800 -0.4475400 -0.4326800 -0.4576500 -0.4803900 -0.5532700 -0.1907400 -0.4743800 -0.4512500 0.3116100 0.2690000 -0.5554700 -0.4510400 -0.4510400 -0.4510400 0.2697000 -0.4886400 -0.4886400 -0.4543600 0.0488300 -0.4647200 -0.4647200 0.2972400 -0.1312000 -0.1312000 -0.1032900 0.2623200 0.2623200 -0.0608830 -0.0608830 -0.1019700 0.2749000 0.2325600 -0.0374900 0.1911700 0.1911700 -0.4576800 -0.4576800 0.8906600 0.0230050 0.0230050 -1.2929000 0.0041632 -0.454 -0.454 0.000 0.000 0.312 0.312 -0.117 -0.103 0.262 0.000 0.000 0.148 0.250 0.000 0.000 0.191 0.191 0.000 0.405 0.288 0.288 -0.458 0.891 0.391 0.391 -0.459 -0.116 -0.448 -0.448 0.455 -0.191 -0.451 -0.451 0.307 0.307 0.000 0.000 -0.181 0.270 0.000 0.000 -0.454 -0.454 0.000 0.000 0.312 0.312 -0.117 -0.103 0.262 0.000 0.000 0.148 0.250 0.000 0.000 0.191 0.191 0.000 0.405 0.288 0.288 -0.458 0.891 0.391 0.391 -0.459 -0.116 -0.448 -0.448 0.455 -0.191 -0.451 -0.451 0.307 0.307 0.000 0.000 -0.181 0.270 0.000 0.000 8.3622568 8.5959292 1.0471195 9.0042095 8.3092021 10.0442869 10.6654929 8.5549019 8.9251583 2.7475378 6.0915010 NA -0.9528805 12.0193692 NA 11.0766741 8.8496237 9.2120143 11.5275896 14.2546937 1.3690476 10.1372198 10.8451741 NA 9.8855234 NA 11.4838189 10.0646118 9.2057043 NA 2.2170446 15.7166845 8.2926603 9.8799973 6.4733713 11.3855652 9.1078032 10.7039791 11.5745844 10.3226499 -0.9528805 9.9197822 9.2783286 10.9081943 9.7536034 7.5706694 10.4281095 8.8528513 12.0539331 7.4351243 12.7741769 14.5863571 12.4258086 6.0013046 11.2786286 9.3869573 13.0207151 11.2160928 4.3003434 13.9303053 11.8821708 10.0499223 11.7529557 8.3936213 13.5151350 12.2518313 3.1345660 10.3044952 11.2855121 10.0265326 2.6320588 9.8592847 11.3681899 10.7818170 14.9383682 9.8185969 10.3684662 7.8608883 10.0666980 10.1044222 14.6516895 9.2195350 8.8528513 11.5620679 6.1660486 7.6618173 6.7682068 12.3445969 NA 7.6093494 11.2000259 8.9822723 8.6873522 9.6764640 8.4415702 5.4564973 5.5389602 5.5389602 10.1118501 1.3690476 8.8398976 7.0639160 NA 9.6423648 6.0128927 11.2513728 13.4467191 11.3639545 11.4207882 11.9564379 4.5389602 -0.9528805 2.0471195 10.7133313 9.4501194 5.2369326 10.2319827 12.2871533 11.1641010 6.2467805 10.8280571 12.1125235 10.0632193 9.5519264 NA 7.5268873 8.3973174 10.7270273 6.7475472 10.1279248 TCGA-56-7730 73 1 198 NA lung stage iia t2b n0 m0 male 2011 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r1 white not hispanic or latino NA NA 5 2 1 2 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.83212002 NA -0.39687813 7.70998190 1.34016344 -0.39687813 7.29963573 0.34016344 5.88860445 7.57857120 NA 2.18817934 3.22769487 3.69066293 -1.98165069 -0.98165069 -0.98165069 1.71865753 NA 6.07893427 11.39504234 11.20620926 6.90698196 8.67197938 -1.98165069 9.42178335 0.01820686 -0.98165069 NA 3.26617186 5.61815054 0.01820686 12.19276725 10.65644828 11.78859286 11.17226560 1.18814769 NA 11.92747547 4.42762628 7.86650188 2.26615686 NA NA 11.15763494 4.23022607 11.52206438 12.30717681 9.79055328 10.63448191 5.69771823 NA 9.60132138 0.01820686 1.82558213 9.57809375 0.34016344 9.52007587 5.36696560 9.83801859 3.14751837 3.51008844 -1.98165069 -0.98165069 4.83841734 1.34016344 -0.98165069 8.98041181 6.34915470 NA -0.98165069 11.32842541 NA -0.98165069 0.34016344 7.41866981 2.87621241 3.14751837 6.39761645 1.34016344 7.43398012 NA 0.461610 0.936910 -0.046718 3.656900 -0.504090 -0.447170 0.034113 0.552830 0.552830 0.076854 0.076854 0.500640 -0.507630 -0.493290 0.043440 1.486500 0.365430 -0.519460 0.158940 0.609190 0.113740 0.875470 0.598000 1.911200 -0.090463 -0.090463 1.059100 0.000000 0.485270 -0.154770 -0.566130 -0.504530 0.933860 -0.020961 -0.046718 -0.505980 -0.505980 -0.505980 1.608500 -0.511460 -0.452010 -0.492350 -0.655100 -0.485860 -0.507010 0.552830 -0.476230 0.076854 0.033144 0.116820 -0.493290 -0.493290 -0.493290 0.014190 -0.529400 -0.529400 -0.498500 0.505680 0.043440 0.043440 -0.066118 -0.484810 -0.484810 0.181170 0.123290 0.123290 0.070530 -0.434090 0.875470 0.875470 0.875470 -0.570020 -0.191990 -0.090463 0.455300 -0.231160 0.485270 -0.687330 -0.274760 -0.274760 0.286910 -0.529 -0.529 0.506 0.506 1.307 0.000 -0.519 0.159 0.000 0.000 -0.434 0.875 0.875 1.122 1.122 -0.102 0.000 -0.489 -0.489 0.791 0.000 -0.156 0.485 0.929 0.929 3.151 3.657 -0.467 -0.467 -0.447 -0.447 0.077 -0.476 0.000 0.000 0.229 -0.495 -0.493 0.000 0.012 0.287 -0.529 -0.529 0.506 0.506 1.307 0.000 -0.519 0.159 0.000 0.000 -0.434 0.875 0.875 1.122 1.122 -0.102 0.000 -0.489 -0.489 0.791 0.000 -0.156 0.485 0.929 0.929 3.151 3.657 -0.467 -0.467 -0.447 -0.447 0.077 -0.476 0.000 0.000 0.229 -0.495 -0.493 0.000 0.012 0.287 8.6430340 9.2826812 0.6032168 6.9489757 5.3128612 9.4632536 10.8853243 7.7393209 9.1358819 3.7995951 6.8511281 NA 0.6032168 11.9122037 4.1057032 11.0367866 8.0789348 9.4673873 10.9923502 14.6139041 4.1881635 10.1536273 11.1533066 -0.8575212 9.9872653 0.3401634 5.8126548 8.6692812 10.4402876 NA 6.0843279 13.8558173 8.8471686 9.7727086 2.1881793 10.6262624 9.0890304 9.7797899 12.6968938 9.9307537 1.8255821 9.2416371 9.2410336 11.3309798 9.2673520 8.3094095 9.8801010 7.8590166 9.4750602 7.9969491 13.0442433 14.1617215 11.4536485 6.5020537 11.0210537 7.8699880 12.7267837 11.0217565 5.7871503 12.3071768 9.9217440 9.3530705 11.3930065 6.4191175 13.8851809 14.3622571 -0.3968781 10.7571754 10.6555428 10.8165080 0.3401634 10.4804853 11.8321200 11.3569750 13.7216816 10.2425419 10.0464141 8.0639985 10.8810639 10.7870433 13.3486654 5.8886045 7.8590166 11.5221886 7.2803337 6.2756273 6.6475951 10.9307538 -0.9816507 5.8384173 11.9498072 8.7444568 8.1345824 10.6564483 7.6050787 3.5728290 2.8256025 2.8256025 8.9563480 2.2661569 7.1136359 8.6357062 -0.3968781 9.1241472 6.1577895 11.5220644 12.6144284 10.3200207 10.5043195 11.7532657 5.6977182 -0.9816507 6.4019427 9.3305544 8.8368207 6.9281322 9.5780937 11.1870675 9.9460166 6.9897828 9.5200759 14.3770959 9.8352222 8.0639985 6.3669673 8.4622180 8.8671666 9.3305544 7.7831102 9.6218651 TCGA-56-7731 66 1 3 NA lung stage ib t2a n0 mx female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1961 NA white not hispanic or latino NA NA 2 4 NA NA 4 1 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.36735952 10.92293585 -1.36735952 -1.36735952 7.28726542 0.95456857 1.63264048 7.40127634 2.09207209 10.26061874 7.21759134 4.60990858 9.60489084 5.12448117 5.12448117 0.21760298 0.63264048 NA -1.36735952 NA 8.45121111 11.44681083 10.38876826 4.12448530 8.43514517 5.21759134 11.51737181 NA 1.95456857 NA 2.88054840 6.19487108 1.21760298 14.76446400 9.80568133 11.73049646 11.08332468 6.29084090 -1.36735952 11.03190682 2.88054840 9.34759568 5.41399004 -1.36735952 0.63264048 10.91742124 5.30094736 10.78174091 12.90288264 10.53726354 10.58142318 4.93641180 0.63264048 9.25925059 NA 5.23254181 10.17324139 3.99018340 10.23764533 2.53953107 8.98687820 6.61562228 6.42704461 3.95455927 -0.36735952 7.07557221 0.21760298 4.09206364 8.84451716 5.58682478 NA NA 10.53085244 -0.01683308 4.91803315 4.46273292 2.88054840 2.63264048 2.21760298 9.36224960 2.21760298 6.45280791 0.21760298 0.0462750 0.0562280 0.0562280 0.2334900 -0.0577890 0.6001600 -0.1586000 0.0000000 0.0000000 -0.0352520 -0.0352520 0.0916040 0.2815300 -0.1702500 -0.0544200 0.0296060 0.0296060 -0.0579240 0.0640820 0.0640820 -0.0095426 -0.0135400 0.0493980 0.0493980 0.0372170 0.0372170 0.0479780 0.0479780 0.4585400 0.0104240 0.0462750 0.0462750 0.0562280 0.0562280 0.0505340 -0.1671400 -0.1671400 -0.1671400 0.2334900 -0.0577890 -0.0577890 -0.0577890 -0.0577890 -0.1586000 -0.1586000 0.0000000 0.0000000 -0.0352520 0.0499660 0.0916040 -0.1702500 -0.1702500 -0.1702500 -0.1702500 -0.0912870 -0.0912870 -0.0912870 -0.0544200 -0.0544200 -0.0544200 -0.0799820 -0.0579240 -0.0579240 0.0640820 -0.0095426 -0.0095426 0.0511030 0.0485460 -0.0135400 -0.0135400 -0.0135400 0.0493980 0.0372170 0.0372170 0.0501080 0.0501080 0.4585400 0.0104240 0.0104240 0.0104240 0.0104240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.000 0.000 -0.167 0.066 0.000 0.000 0.600 -0.159 0.000 0.000 0.000 0.000 0.110 0.278 -0.170 -0.170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.000 0.000 -0.167 0.066 0.000 0.000 0.600 -0.159 0.000 0.000 0.000 0.000 0.110 0.278 -0.170 -0.170 0.000 0.000 7.81253801 7.22134351 1.21760298 6.05048211 5.98135721 9.75351479 10.30107075 8.37578014 10.54402096 -1.36735952 7.01200767 1.43999540 1.80256548 11.74099003 0.63264048 10.87030199 7.62980830 8.96578428 10.45528735 13.84747926 6.15619029 11.09257276 10.76929967 -0.01129714 9.19487133 NA 5.68791172 9.63191732 9.39745067 1.82956546 3.76191286 14.15490395 7.72538603 9.46867922 5.83230016 12.01619825 9.84634068 10.106842 12.323063 10.152265 1.217603 8.887657 8.087956 11.837811 9.310349 7.384173 10.579170 7.856630 9.649361 10.402467 11.008211 14.087378 10.745720 8.789976 10.440789 10.035108 13.744906 10.581726 3.978873 12.902883 11.543272 10.333935 10.224151 7.748973 13.889952 10.803806 4.092064 10.129483 11.510872 12.138068 2.333080 8.901756 10.922936 10.839033 15.041787 8.536511 8.283160 9.353728 9.637552 9.077644 16.256296 10.260619 7.856630 10.984948 9.157171 6.575143 10.391269 12.242731 NA 8.861448 10.774417 9.969136 10.650829 9.805681 8.390852 7.728026 7.725386 5.643856 9.337397 NA 2.092072 8.116445 0.217603 9.105320 3.156186 10.781741 12.772180 10.830767 10.480078 11.060989 4.936412 -1.367360 4.387514 11.796593 11.013631 7.054693 10.173241 11.307483 7.156191 5.918031 10.237645 12.885442 10.463936 9.523653 4.822455 11.082551 9.848277 9.895311 8.418899 10.932982 TCGA-56-7822 75 1 532 NA lung stage iib t2b n1 m0 male 2011 NA NA 80 lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 black or african american not hispanic or latino NA NA 3 1 NA NA 1 1 3 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3278045 3.0040699 1.0041058 7.9300738 -1.3179661 0.2671163 4.8915990 NA 10.3187707 6.6246610 NA 7.9559416 11.0856907 2.9300750 -0.3177863 2.5890444 1.4894916 0.9421579 -1.3179661 7.6363426 12.0006888 8.5416809 4.2057053 9.6479304 1.8520788 12.4382853 NA 1.0041058 NA 1.4894916 9.0517435 0.6821238 13.6052400 10.1379869 11.3762863 11.7996268 3.4370279 NA 10.4324343 -1.3179661 9.9394809 3.3825843 NA 1.0041058 10.9264534 3.7734267 11.1479675 12.2581166 9.4684157 10.2133617 6.7319951 NA 9.7515958 8.1209377 3.8520688 10.9013146 3.0040699 10.8614332 0.2671163 7.0571860 5.4100663 4.2367375 1.6821238 -0.3177863 5.0396999 -0.3177863 NA 9.7210650 8.6010093 NA -1.3179661 10.2159625 0.9117299 2.1415636 5.0770379 1.0041058 -1.3179661 4.6821463 8.6143609 3.2057053 6.1659622 0.2671163 -0.2484100 0.0321400 0.0102850 0.5065400 0.0232860 0.4861300 0.4861300 -0.1729700 0.1706100 0.0371650 0.0371650 0.0451410 0.9499700 -0.1800500 0.3278500 1.2621000 -0.1790200 0.5622300 0.0000000 0.0317180 -0.1710700 -0.2002500 -0.1210800 -0.0076101 -0.2532200 -0.2532200 0.5281800 0.1277100 0.5584400 -0.0468570 -0.1150800 -0.2484100 0.0245480 -0.4799700 0.0102850 -0.4242900 -0.4242900 -0.4242900 0.5065400 0.0232860 0.0232860 0.0232860 0.0232860 -0.4281100 -0.4284400 -0.1729700 0.1996900 0.0371650 0.0425900 0.0451410 -0.8248100 -0.4289100 -0.4289100 -0.1800500 0.0308730 0.0496820 0.0373590 -0.1794200 -0.1839500 -0.1839500 -0.1790200 -0.3110800 0.1035100 -0.4186000 -0.1542600 -0.1542600 -0.1479800 -0.1693400 -0.2002500 -0.2002500 -0.2002500 -0.4315900 -0.2532200 -0.2532200 -0.1815600 -0.1815600 0.5673900 -0.0468570 -0.0468570 -0.0468570 -0.0468570 0.000 0.000 -0.054 -0.058 0.290 0.176 0.104 0.000 -0.154 -0.169 -0.169 -0.200 -0.200 0.000 0.000 -0.253 -0.253 -0.248 -0.248 0.528 0.528 -0.182 0.567 0.000 0.000 -0.424 0.082 0.000 0.000 0.486 -0.428 -0.002 0.171 0.000 0.000 0.000 0.664 -0.429 -0.180 0.000 0.000 0.000 0.000 -0.054 -0.058 0.290 0.176 0.104 0.000 -0.154 -0.169 -0.169 -0.200 -0.200 0.000 0.000 -0.253 -0.253 -0.248 -0.248 0.528 0.528 -0.182 0.567 0.000 0.000 -0.424 0.082 0.000 0.000 0.486 -0.428 -0.002 0.171 0.000 0.000 0.000 0.664 -0.429 -0.180 0.000 0.000 7.0440902 7.1497512 -1.3179661 7.7854342 8.4436974 9.7997891 10.4382854 9.8311881 11.4246660 -1.3179661 5.8318924 -1.3179661 1.4894916 11.7944226 0.2671163 11.1415777 6.3331983 8.5525108 10.4563072 14.4520355 4.2367375 10.7357326 10.5412926 -0.3177863 9.6084421 NA 2.4894916 8.5920391 9.9686865 4.1134338 -0.3177863 17.3513668 7.0264416 8.9265098 7.3041980 11.1832368 9.1188575 10.464325 12.239969 10.121977 -1.317966 8.598025 9.654408 11.763463 9.185972 6.758961 11.661393 7.495927 12.005468 9.187958 10.595783 13.674022 12.186220 6.021997 12.091670 7.615837 12.802951 9.800438 5.281613 12.258117 11.150006 9.449503 10.612883 8.860811 12.645510 9.708670 NA 10.507502 11.8202578 12.1133825 1.4894916 9.2462955 11.3278045 10.7837935 14.2046353 8.7468888 8.1221224 8.8842697 10.4248765 7.8570716 14.4158234 10.3187707 7.4959270 11.0372218 9.3825858 5.1250890 6.4168549 14.8656651 NA 7.8036797 10.5023250 9.0851580 9.4100665 10.1379869 9.5663165 4.5890384 4.7482358 6.3616263 10.0978878 1.2671163 3.3260052 9.0153013 2.0040699 9.0776802 5.2213048 11.1479675 12.1032904 10.3314022 10.6301482 10.9718768 6.7319951 -1.3179661 0.2671163 10.0620658 9.5663165 5.1250890 10.9013146 11.6665645 8.2931709 5.2968575 10.8614332 12.0807561 10.2052179 8.6919748 0.2671163 10.0925974 9.3587995 9.3430333 7.5647889 11.0601699 TCGA-56-7823 58 0 NA 1011 lung stage iia t1b n1 m0 female 2011 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 80 1968 NA white not hispanic or latino NA NA 5 1 NA NA 2 2 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1296530 NA 2.0666403 8.7146154 8.9872089 NA 7.0151775 NA 9.8526795 3.5072111 -0.7408179 6.5539088 2.9597331 5.8739977 NA NA NA 1.8442651 NA 7.0208400 12.2433506 11.0766717 7.2871943 8.2816561 1.5812066 11.9756790 0.2593026 1.2593026 NA 4.6168399 3.6516028 -0.7408179 12.5257820 10.9365674 11.9464452 11.8381327 5.5072143 -0.7408179 11.9897584 0.8442249 7.9799773 1.2593026 NA 0.2593026 11.4400522 2.7187233 11.6332409 13.1078134 12.1654273 9.9929647 1.2593026 NA 10.2774885 NA 1.2593026 9.5946786 1.8442651 10.2098442 0.2593026 9.7660917 4.2134873 -0.7408179 NA 0.8442249 5.5812156 NA NA 9.6212321 4.0141767 NA NA 7.5676276 NA 1.5812066 NA 3.2592876 1.2593026 NA 7.9527750 NA 7.5857175 -0.7408179 -0.04292400 0.01279500 0.01279500 1.74610000 -0.79095000 -0.04912100 -0.02726100 0.04868800 0.04868800 0.07523800 0.07523800 -0.01560400 0.06022200 -0.80542000 0.00000000 0.04060900 0.03312700 3.65690000 0.24762000 0.19619000 -0.00733390 -0.05926900 0.00013863 -0.80194000 -0.11535000 -0.11535000 0.63847000 0.01447000 -0.23863000 -0.26300000 -0.82562000 -0.81112000 0.01571900 0.01279500 -0.82269000 -0.82762000 -0.80028000 -0.80028000 0.01992300 -0.79095000 -0.79095000 -0.80488000 -0.80488000 -0.78866000 -0.80498000 0.00527490 0.04868800 0.07523800 0.78871000 -0.03844200 -0.80542000 -0.80542000 -0.80542000 0.00249690 -0.03585700 -0.03585700 -0.80980000 0.00000000 0.00000000 -0.00747200 0.00722170 -0.00678130 -0.78884000 0.24762000 -0.00159060 -0.00733390 -0.01615400 -0.83648000 -0.05926900 -0.05926900 -0.05926900 0.01153900 -0.11535000 -0.11535000 1.96440000 -0.36386000 0.26891000 -0.26300000 -0.26300000 -0.26300000 -0.26300000 -0.808 -0.808 0.000 0.000 0.000 0.000 -0.727 0.248 0.000 -0.813 -0.813 0.000 0.000 0.000 -0.754 -0.115 -0.115 -0.826 0.000 0.000 0.000 -0.298 0.269 -0.823 -0.823 -0.789 0.000 -0.791 -0.791 0.000 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 -0.805 0.000 -0.263 -0.263 -0.808 -0.808 0.000 0.000 0.000 0.000 -0.727 0.248 0.000 -0.813 -0.813 0.000 0.000 0.000 -0.754 -0.115 -0.115 -0.826 0.000 0.000 0.000 -0.298 0.269 -0.823 -0.823 -0.789 0.000 -0.791 -0.791 0.000 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 -0.805 0.000 -0.263 -0.263 8.3064122 8.8703129 NA 7.2816565 6.4784574 10.4260791 11.2362103 7.9387686 9.0569498 0.8442249 6.3145715 NA 6.5166755 11.3108371 NA 10.2178410 6.1781509 9.7268939 11.4782268 14.5675206 2.4292142 10.2358524 10.4881069 3.2754243 10.1172692 3.5812187 10.1449846 8.5991381 11.0810583 NA NA 15.0145149 8.8666187 9.8100351 3.6516028 10.2515185 9.3937146 9.8573408 12.3470826 9.8329354 0.2593026 10.4970958 8.8977242 11.0504512 9.7370465 8.0826558 10.6564281 9.2091151 11.6354055 8.4614119 12.2699912 13.5303865 11.7458719 5.4090345 10.7730159 5.6343290 12.0145931 11.2694667 5.3091362 13.1078134 10.7690632 9.2663155 10.9089935 7.5213829 13.2912565 13.4649288 4.5812187 10.8758371 10.5278303 10.5996947 0.2593026 9.8913747 10.1296530 10.0945492 13.9904476 10.4064932 10.4092450 8.1541062 10.0083196 9.9623266 12.9529930 9.8526795 9.2091151 12.2387135 7.6516057 5.2365692 5.0666446 11.5913248 0.8442249 6.5630696 11.2422818 7.4736075 6.4784574 10.9365674 8.8272442 4.7187178 4.3467513 2.8442450 9.3199841 NA 2.0666403 8.9820957 0.2593026 9.5789604 2.0666403 11.6332409 12.1563774 10.7710409 10.6168403 12.1493625 1.2593026 0.2593026 NA 10.0125050 8.7769577 5.6168399 9.5946786 12.1924256 9.8253423 5.9174986 10.2098442 11.4917092 9.5154970 8.0953385 0.2593026 6.7749886 7.6339368 9.8629146 7.5072159 10.5800888 TCGA-56-8082 80 0 NA 455 lung stage iia t2b n0 mx female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 4 1 NA NA 1 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5974945 NA 5.7699833 8.4432656 7.1891139 NA 5.8417241 0.3105728 2.3105437 4.4804784 0.7256103 7.9947160 3.1179111 3.4804719 NA 4.6324776 2.0475035 2.5329403 -0.2743897 6.4398342 12.4671615 6.6082326 6.4050700 7.7727131 2.7255885 12.3859195 -1.2743897 7.6622269 NA 1.8954965 6.5647927 4.6324776 13.7480411 10.7245322 12.5673501 13.0580454 7.7754378 -1.2743897 10.6699353 NA 8.4916543 6.0654388 5.3838010 0.7256103 11.6921902 1.8954965 11.4503162 13.6341611 13.2382063 11.4105350 6.7590120 NA 9.5224401 NA 2.0475035 8.5726464 4.5584819 10.0891765 1.3105728 8.8854606 4.4260299 3.0475209 0.3105728 -1.2743897 5.5200042 -0.2743897 NA 10.1649006 6.7534949 -0.2743897 -0.2743897 11.9766278 NA 6.6264567 3.7682373 1.0475384 1.0475384 1.8954965 7.4771333 -1.2743897 6.4670561 0.3105728 0.0218840 0.0185230 0.0000000 1.3971000 0.0133530 0.0626510 0.0193000 3.6569000 0.4171400 -0.4079300 0.0084743 0.0550880 0.0685220 -0.7618300 -0.0982860 0.0627940 0.0377820 -0.7631200 -0.2524200 -0.2657800 0.1392400 0.0363700 0.0359470 0.0515300 3.6569000 -0.7569400 0.0498240 0.0498240 0.0459910 0.9853500 0.0238470 0.0218840 -0.0066432 -0.0012473 0.0000000 -0.7758300 -0.7671500 -0.7671500 0.7956800 0.6894300 0.0399020 -0.7618400 -0.7618400 -0.7633800 -0.7700500 0.0520550 0.4435900 0.0084743 -0.0178030 -0.7696200 -0.7581400 -1.2929000 -0.7465500 0.0431570 0.0300290 0.0300290 -0.0404800 -0.0982860 -0.4089300 0.3487600 0.0270760 -0.7631200 -0.7631200 -0.2481200 0.0602220 0.1081800 -0.7651800 -0.7568500 0.0127920 0.0127920 0.0265140 0.0515300 -0.7703900 -0.7569400 -0.7535700 -0.7535700 -0.7937700 -0.6950500 -0.6950500 -0.6950500 0.0556580 0.000 -0.764 0.000 0.000 0.000 0.000 -0.763 -0.252 0.108 -0.757 -0.757 0.000 0.000 0.000 0.000 -0.757 -0.757 0.000 0.000 0.000 0.676 -0.754 0.000 0.000 0.000 0.000 1.397 0.000 0.000 -0.763 -0.763 0.000 0.395 -0.746 0.000 -0.770 0.000 -0.758 -0.758 -0.695 0.000 0.000 -0.764 0.000 0.000 0.000 0.000 -0.763 -0.252 0.108 -0.757 -0.757 0.000 0.000 0.000 0.000 -0.757 -0.757 0.000 0.000 0.000 0.676 -0.754 0.000 0.000 0.000 0.000 1.397 0.000 0.000 -0.763 -0.763 0.000 0.395 -0.746 0.000 -0.770 0.000 -0.758 -0.758 -0.695 0.000 9.7597003 8.8791412 0.7256103 7.6173727 5.7255885 10.3053765 10.7682746 9.2722813 9.2598920 0.7256103 6.8600155 -0.2743897 -0.2743897 12.3611940 NA 11.3531231 8.5726464 9.2579452 11.2691455 14.3677820 3.5835672 10.4242939 11.3261991 NA 5.6324805 -0.2743897 2.9735194 8.4636813 9.5913148 -1.0852824 NA 15.4700552 7.4015460 9.5529319 7.6173727 10.7336676 8.5441712 11.1154894 12.1454178 10.3757434 -0.2743897 10.7730540 5.8236220 10.8477701 10.7375153 8.8510028 9.6112856 7.8548721 11.3519485 11.5938331 11.0765284 14.1060503 11.5973020 6.9104641 10.8727941 9.1466020 12.7417881 12.0594434 5.6649322 13.6341611 11.8380287 9.9042541 11.1703454 7.9447577 13.4055899 12.7556528 2.4260232 10.9953004 11.435750 11.721356 5.668105 8.907984 11.597494 10.984155 14.339949 10.818677 10.203590 9.239317 10.557292 9.045261 13.228297 2.310544 7.854872 11.074317 9.408584 4.083145 8.364025 12.338573 -1.274390 6.753495 11.827401 9.267654 7.702869 10.724532 9.045261 4.656325 4.398015 2.895516 10.149756 NA 1.532965 8.031651 NA 8.896766 4.875338 11.450316 12.104155 11.399561 10.968763 11.865141 6.759012 2.047503 NA 9.817686 10.046954 4.583567 8.572646 11.226182 4.895516 6.029369 10.089176 12.642308 10.372598 8.336614 1.047538 8.914178 9.463504 10.706443 6.256971 11.286400 TCGA-56-8083 56 0 NA 150 lung stage ib t2a n0 mx male 2011 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 white not hispanic or latino NA NA 3 1 1 2 3 3 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.39300039 -0.95539605 1.36658800 8.46885331 9.84962481 1.62965970 6.22340131 NA 8.40003833 9.43054956 6.47931465 8.68312305 9.12949554 4.33009225 1.62965970 5.36661597 -0.95539605 2.56825105 1.62965970 6.93950517 12.79392814 10.15712672 6.30207590 7.67768230 -0.95539605 9.36209987 6.93950517 5.21461054 0.04474382 1.36658800 8.05591470 -0.95539605 13.24665334 9.37672384 10.72548624 10.05101326 4.25414048 5.75893206 10.11144909 9.78952109 8.98846202 6.84558665 -0.95539605 10.99851984 12.19420254 2.21462220 11.29883006 10.51687027 12.41114603 10.38080876 4.95157847 NA 9.91966857 NA 7.86805456 10.18551698 -0.95539605 11.18551698 0.62965970 10.60740661 8.86805456 6.31147405 1.62965970 NA 7.55644015 3.36661597 3.43700130 9.26627425 5.47095328 NA 2.04467389 9.12949554 0.55060520 0.62965970 8.60107843 2.74512974 9.56922885 3.50412458 8.32777537 NA 8.11077665 0.04474382 0.0336270 0.7680200 0.0445100 1.9780000 0.0309510 1.9380000 1.9907000 0.0232230 0.0232230 0.0277150 3.6569000 -0.0130510 0.0207720 1.3087000 3.6569000 0.0118950 0.0118950 0.0219610 0.0000000 0.0000000 -0.0119490 -0.0563680 -0.0076721 -0.0076721 0.5216300 0.5216300 -0.0244490 -0.0244490 0.6374700 -0.1053200 -0.0233530 0.0336270 -0.0255440 0.0445100 -0.0267760 -0.8180600 -0.8003200 -0.8003200 -0.0433920 -0.8270100 0.0309510 -0.8019800 -0.8019800 -0.8200300 -0.8116800 0.0232230 0.0232230 0.0277150 -0.8255700 -0.8777800 -0.8080200 -0.8080200 -0.8285800 0.0063247 -0.0114640 -0.0114640 0.0038230 -0.0061525 -0.0164910 -0.0164910 0.0118950 0.0219610 0.0219610 -0.0061525 -0.0119490 -0.0119490 -0.0240380 -0.0240380 -0.8473500 -0.0563680 -0.0563680 -0.0122040 -0.8191300 0.5216300 -0.1410900 -0.1410900 0.6374700 -0.1053200 -0.1053200 -0.1053200 -0.1053200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.000 0.000 -0.819 0.409 0.000 0.000 0.000 0.000 -0.141 0.637 0.000 0.000 0.543 1.361 -0.802 -0.802 1.991 1.179 0.000 0.000 0.000 0.000 -0.815 0.000 -0.808 0.000 -0.105 -0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.000 0.000 -0.819 0.409 0.000 0.000 0.000 0.000 -0.141 0.637 0.000 0.000 0.543 1.361 -0.802 -0.802 1.991 1.179 0.000 0.000 0.000 0.000 -0.815 0.000 -0.808 0.000 -0.105 -0.105 10.28070142 7.85525907 0.04474382 2.50411186 7.03337234 8.77770244 10.62447454 8.75377099 9.70289870 -0.95539605 8.04186664 NA 0.04474382 12.40704202 6.17397089 10.92158777 8.39120105 8.85043097 11.06955328 14.18615576 5.43700463 10.84153801 11.78931083 0.73621520 10.54702175 4.50411822 5.61454201 8.85043097 9.75204640 0.99327582 6.06705569 12.87073908 7.69573915 9.52244540 9.81617664 9.35870394 10.38007756 13.359837 11.858068 10.969500 8.627770 10.390647 8.905774 10.516870 10.708245 7.603108 12.546400 8.568249 11.003591 7.995972 10.653404 13.784310 11.959072 3.998881 11.392032 11.513566 11.772820 10.564815 5.124704 10.516870 12.303695 11.119498 11.022325 7.239444 13.129926 9.912738 8.036209 10.887430 11.2750079 10.5594013 4.9026669 9.3867618 12.3930004 12.1201664 13.3704768 9.5274952 10.3402151 8.9988835 10.0083058 9.8087293 12.3267621 8.4000383 8.5682491 12.4979578 9.7666409 7.0162311 6.8325901 11.9573895 8.0248266 8.6703960 11.3274861 10.1114491 8.5465245 9.3767238 7.6921454 7.5325274 2.8520388 5.2345128 9.5173781 6.5285026 7.7895213 9.6722211 0.6296597 9.6334018 11.1016635 11.2988301 12.2067638 11.2320393 11.0046892 11.1568008 4.9515785 9.3103022 8.3800774 11.2854785 9.4348561 9.4294710 10.1855170 11.9349515 9.0075832 5.6740425 11.1855170 11.9158224 10.2443596 8.9425327 4.2926124 8.7606491 9.2565024 10.5380423 8.1453493 11.0746645 TCGA-56-8201 74 1 397 NA lung stage iib t3 n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 2 4 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.67962441 NA -0.91811503 6.86316413 NA 0.08174865 3.60536395 NA 8.40147688 5.03600213 NA 11.81545551 10.90437541 5.14789278 -0.91811503 NA NA 0.08174865 1.88916200 8.16395353 10.91903835 9.78050926 0.66675659 8.17456172 3.78224080 9.79519111 -0.91811503 NA NA NA 7.23155145 NA 15.03983616 8.98719152 11.02138381 10.73420145 8.28881902 NA 10.54123623 3.72566482 9.20061592 4.66676795 NA 6.17983745 11.05775642 5.81108564 11.06051504 11.42440436 11.07474297 9.71518125 2.25171909 NA 8.84833343 NA 2.78224080 10.64547759 6.13708746 10.62290126 NA 8.36025409 7.76128461 5.96444715 NA -0.91811503 7.98267136 NA NA 8.99469399 4.57365930 NA NA 11.68774707 0.80430142 5.86316537 NA 3.25173424 0.66675659 2.25171909 10.99581597 NA 6.13708746 1.60283691 -0.0016629 0.1185800 0.0190830 0.1939000 -0.1921200 0.5357300 0.5133300 0.0000000 0.0000000 -0.0324500 -0.0324500 0.1690200 0.2025900 0.5399500 0.0394780 0.1459300 0.1459300 0.1444400 0.1622000 -0.2103200 -0.1941200 0.1692600 -0.0294760 -0.0252090 -0.0429240 -0.0429240 0.1539700 0.1539700 3.6569000 0.0115370 -0.0016629 -0.0016629 0.1185800 0.1185800 -0.2124700 -0.1987500 -0.1987500 -0.2067600 0.1939000 -0.2102000 -0.1921200 -0.1921200 -0.1921200 -0.0083005 -0.0200010 0.0000000 0.0000000 -0.0324500 -0.0324500 -0.2165100 -0.2063500 -0.2063500 -0.2063500 -0.1998700 0.1059900 0.1059900 0.1059900 -0.2114700 0.0394780 0.0394780 0.1459300 0.1444400 0.1444400 0.1622000 -0.0689310 -0.0689310 -0.2066000 -0.2066000 0.1103800 0.1103800 0.1692600 -0.0252090 -0.0429240 -0.0429240 0.1574100 -0.2068500 -0.1625600 0.0137720 0.0137720 0.0137720 0.0274970 0.106 0.106 0.000 0.000 0.146 0.146 0.144 -0.210 -0.161 -0.207 -0.207 0.110 0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.154 0.154 0.157 0.000 0.119 0.119 -0.194 0.000 -0.192 -0.192 0.513 0.000 0.000 0.000 0.211 0.000 -0.047 0.169 -0.206 -0.206 0.000 0.000 0.106 0.106 0.000 0.000 0.146 0.146 0.144 -0.210 -0.161 -0.207 -0.207 0.110 0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.154 0.154 0.157 0.000 0.119 0.119 -0.194 0.000 -0.192 -0.192 0.513 0.000 0.000 0.000 0.211 0.000 -0.047 0.169 -0.206 -0.206 0.000 0.000 7.95216930 8.01254186 2.25171909 2.08181681 8.31542449 8.67612916 10.64452400 8.69467303 10.81354794 0.08174865 6.14789481 NA 3.08179977 12.92749067 1.08181681 10.87960798 6.76830476 8.96902526 11.31911915 13.51415076 4.96444946 11.19619766 10.98869519 0.08174865 8.21366174 0.08174865 6.96444715 9.23788776 9.72836340 1.48233202 NA 13.28981029 8.95216930 10.38558537 5.03600213 10.51016482 10.43880672 9.621933 11.367496 10.202691 NA 9.501765 7.508070 11.174231 9.195547 7.557538 11.233773 6.059085 11.307307 3.605364 10.386156 13.831936 10.418869 10.111782 10.414960 9.167941 13.324532 10.193592 3.493225 11.424404 11.592322 11.018811 10.320209 7.059085 14.096115 5.809726 3.081800 9.925726 11.1248319 11.2946050 0.6667566 8.9382302 11.6796244 10.2771768 14.0281599 9.2604694 9.4079307 8.5205963 10.2059259 9.8046122 16.7063502 8.4014769 6.0590848 11.0143885 8.7346497 5.7683061 8.7612846 11.7348736 NA 10.4371557 11.3252762 9.7960502 9.7220496 8.9871915 6.7471403 7.6363933 7.9886955 5.9766225 9.1384423 -0.9181150 NA 8.5994740 0.6667566 9.5524635 5.6363926 11.0605150 13.7418562 10.8287388 10.7831110 11.0912834 2.2517191 NA NA 12.6219327 9.9304275 2.5412422 10.6454776 11.7867889 7.0125419 4.6363926 10.6229013 12.4602349 10.9506272 10.7261116 4.1692676 5.1692676 10.4449373 9.9751061 7.0301716 10.0309017 TCGA-56-8304 73 0 NA 106 lung stage ia t1b n0 mx female 2011 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 58 1953 r0 white NA NA NA 1 2 NA NA 1 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3090719 -0.8455464 -0.8455464 7.7655951 NA NA 2.9619196 NA 10.2479878 3.0614652 0.1545832 7.9061143 2.6140030 2.4764854 NA -0.8455464 0.1545832 3.2420384 -0.8455464 6.3542423 11.9661456 8.9858775 1.1545832 8.4537781 1.1545832 11.2240199 NA NA -0.8455464 -0.8455464 7.7357706 -0.8455464 13.1536885 10.8713897 9.9169522 11.8205722 4.1087670 0.7395025 11.4697197 -0.8455464 8.2651842 0.7395025 NA 4.6140030 10.4221528 3.4879879 10.4927494 12.4733954 9.7101180 11.3961869 3.1545670 NA 9.4001229 NA 1.4764854 7.3144419 3.9094563 10.3257470 NA 7.4260332 4.6464219 2.7395241 NA -0.8455464 5.4764983 NA 2.6140030 8.8199060 4.5808329 2.4764854 0.7395025 11.2330546 NA 3.7395349 NA 0.7395025 3.9094563 1.4764854 7.7319991 0.7395025 7.1545700 3.1180440 -0.0336230 0.2410900 -0.2931900 0.7935500 -0.3101400 1.1932000 0.2406200 0.0738330 0.0738330 0.5663200 0.8844600 0.4044400 0.4044400 0.2220600 0.0859430 0.5945800 0.1998400 -0.3218200 0.3042500 0.7556600 -0.3213500 0.1863100 0.6390200 0.6390200 0.1095000 0.1095000 -0.0271240 -0.0271240 0.7175400 -0.0457700 -0.0336230 -0.0336230 0.2410900 -0.2931900 -0.2931900 -0.2896400 -0.2896400 -0.2896400 0.7935500 -0.3101400 -0.3101400 -0.3101400 -0.3101400 -0.3112000 -0.3112000 0.0738330 0.0738330 0.0015255 -0.0059522 0.4044400 0.1382000 -0.3258800 -0.3258800 -0.2969700 0.2325600 0.2325600 -0.7445500 0.0859430 0.0859430 0.0859430 0.1998400 -0.3218200 -0.3218200 0.3042500 -0.3213500 -0.3213500 0.1128600 0.0683780 -0.3350300 0.1863100 0.1863100 -0.3021600 0.1095000 0.1095000 0.0920250 0.0920250 -0.3392900 0.0956530 0.0956530 0.0956530 -0.0457700 0.233 -0.070 0.000 0.000 0.595 0.595 -0.322 0.304 -0.321 0.113 0.113 -0.335 0.186 0.337 -0.302 0.109 0.109 0.000 0.000 0.000 0.000 0.000 -0.306 0.241 -0.052 -0.290 0.794 -0.310 -0.310 0.816 -0.311 0.000 0.000 0.383 0.000 0.404 0.404 -0.297 -0.297 0.000 0.000 0.233 -0.070 0.000 0.000 0.595 0.595 -0.322 0.304 -0.321 0.113 0.113 -0.335 0.186 0.337 -0.302 0.109 0.109 0.000 0.000 0.000 0.000 0.000 -0.306 0.241 -0.052 -0.290 0.794 -0.310 -0.310 0.816 -0.311 0.000 0.000 0.383 0.000 0.404 0.404 -0.297 -0.297 0.000 0.000 6.0853078 6.8550105 1.4764854 8.8305272 6.9027634 7.3443945 11.1314923 8.7405468 9.6292901 0.7395025 7.7319991 NA -0.8455464 11.3505575 0.1545832 10.2998656 6.9874607 8.9522316 10.9125726 14.3421156 4.0125508 10.5538481 11.2575300 -0.8455464 9.4491910 NA 11.5458138 9.6534194 10.6751888 -0.5006261 NA 15.7779659 8.4353411 9.3144414 4.6464219 11.0756673 9.2877124 10.0463538 12.5800483 10.3437770 -0.8455464 8.8790839 10.1955447 11.0546822 8.9177826 8.2966772 12.0285909 6.4491916 11.7671922 11.1475085 10.8773777 14.1395671 9.7263227 5.2838514 11.0584520 8.0372131 12.8431483 10.8584737 4.2352292 12.4733954 10.4509129 9.5032982 10.2139147 7.0734336 13.7678635 12.0683945 5.1545711 10.2506264 10.8458775 9.8410707 0.1545832 9.1852372 11.3090719 10.4832451 14.9640112 9.9945612 9.0145397 9.1657974 10.6568948 9.5044043 14.0331959 10.2479878 6.4491916 11.4027943 7.2206598 4.6140030 9.5425875 7.8163482 NA 6.8480570 11.2828868 7.9260599 8.7263227 10.8713897 8.6820472 8.4213567 5.8269958 4.7984238 9.4178394 NA 2.1545832 7.1087670 -0.8455464 8.9027631 1.9619196 10.4927494 13.3494809 11.2246911 10.3585299 11.6913031 3.1545670 -0.8455464 NA 9.4594919 11.0004522 3.7395349 7.3144419 11.7184814 2.3244938 5.6303035 10.3257470 12.4903792 10.9453259 8.2071383 5.6781311 10.5570493 9.1502243 9.8627918 7.2578583 10.4623402 TCGA-56-8305 72 0 NA 105 lung stage ib t2a n0 m0 male 2011 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1946 r0 white not hispanic or latino NA NA 6 3 NA NA 1 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.42126907 NA NA 7.91558543 5.89688939 1.05137210 8.34445704 NA 0.63635781 5.57496130 6.62125482 10.73614779 8.38902122 3.75183859 NA 5.85875437 NA 0.05144171 -0.94869751 6.98213683 11.51211101 8.05421412 3.80628281 8.32519480 1.05137210 10.48811066 3.29933259 5.28021771 NA 0.05144171 8.32286239 -0.94869751 13.63741323 10.99318042 10.81544134 12.00577723 5.00559760 NA 11.32344568 1.85873697 9.05977166 4.37332804 NA 3.13886361 11.32815172 3.63876894 9.61077627 11.58399860 10.18710843 9.88718116 3.63635781 NA 10.38119554 5.31818667 2.05140691 9.70603525 3.44371273 9.73702403 4.54325459 8.71139510 5.92176478 4.98213569 NA 1.05137210 6.33680109 -0.94869751 1.85873697 9.14018738 5.18068097 5.42643921 -0.94869751 11.28531835 6.46485774 1.05137210 0.32642230 6.89016211 1.37334196 NA 8.24861595 0.05144171 6.51900400 1.85873697 0.3259200 0.2943700 0.1506900 0.7931600 0.0000000 0.7301900 0.7301900 0.0582610 0.0582610 0.1506900 0.1707600 0.0174950 0.3077700 0.0635090 0.1431000 0.1551700 0.1253500 0.1399800 -0.1187400 -0.1459200 -0.1288800 0.2074800 -0.4347400 -0.4347400 -0.1216100 -0.1216100 0.1244700 0.1244700 0.1551700 -0.0349040 -0.1380500 -0.1926500 0.2407100 -0.3606800 -0.1690400 -0.4347400 -0.4387500 -0.4387500 0.8710900 0.0000000 -0.0071958 -0.4258000 -0.4167400 -0.4323700 -0.4379900 0.0744080 0.0582610 -0.4295300 -0.3760600 0.0262330 -0.4251600 -1.0225000 -0.1460500 -0.1266000 -0.4340900 -0.4340900 -0.4340900 0.1327300 0.1431000 0.1521800 0.1253500 0.1560600 -0.4360400 -0.1331600 -0.1288800 -0.1288800 -0.4565100 0.1052600 0.0030522 -0.4143200 -0.2787000 -0.4347400 -0.1728800 -0.1216100 -0.7244000 -0.2926600 0.1814700 -0.0528010 -0.0528010 -0.0528010 -0.0528010 -0.434 -0.434 0.143 0.143 0.125 0.125 0.140 -0.119 -0.129 0.105 0.105 0.000 0.000 -0.435 -0.435 -0.173 -0.173 -0.138 0.186 0.124 0.124 -0.268 0.181 0.283 0.283 0.358 0.793 0.000 0.000 0.292 -0.438 0.000 0.000 -0.228 -0.376 0.000 0.000 -0.425 -0.425 0.000 0.000 -0.434 -0.434 0.143 0.143 0.125 0.125 0.140 -0.119 -0.129 0.105 0.105 0.000 0.000 -0.435 -0.435 -0.173 -0.173 -0.138 0.186 0.124 0.124 -0.268 0.181 0.283 0.283 0.358 0.793 0.000 0.000 0.292 -0.438 0.000 0.000 -0.228 -0.376 0.000 0.000 -0.425 -0.425 0.000 0.000 8.57103548 8.02294256 NA 5.72382338 7.70603525 9.15468700 10.32052586 8.57299953 10.46291018 0.63635781 6.75183859 0.05144171 -0.94869751 11.73395489 0.63635781 11.35203769 6.79286576 8.95226600 11.13135720 14.28359520 4.22132031 10.48080585 11.40977564 2.22132031 10.94583804 NA 2.95828590 8.98803703 10.45227862 -0.85100084 5.72382338 15.00439059 8.83275871 9.67802083 4.33680466 11.71451248 9.84906069 9.7928661 12.0238405 9.8450024 0.6363578 8.4901910 8.4480039 11.4946017 10.1428345 8.4839411 10.8429691 7.2412234 10.1991765 6.7995925 13.2040801 14.0328326 11.2169343 8.2993266 11.1053250 8.9672784 12.8274209 10.8727745 5.0975392 11.5839986 11.1553426 9.8667825 10.6578043 7.9062677 12.9823674 11.7330768 3.2993326 10.4671409 10.82742083 11.03688537 3.57496130 8.45654046 11.42126907 11.74771471 14.20265239 10.00414039 9.50643870 8.59249591 11.78864648 9.83029764 14.09177450 0.63635781 7.24122336 10.66150120 9.42208664 5.07376883 8.63823896 12.40688789 2.85875686 6.94621736 10.49434260 8.58861758 9.97100733 10.99318042 8.09579312 6.57496130 4.95829054 3.37332804 9.01140115 5.33680109 3.75183859 7.79286641 -0.94869751 9.74575700 4.83275839 9.61077627 12.62078011 7.54325227 10.64385619 11.56980644 3.63635781 0.05144171 1.05137210 10.97584052 8.94773160 6.75875888 9.70603525 12.15370297 6.95226600 6.20114569 9.73702403 12.22741643 10.49486078 8.67161890 5.66610894 6.65872990 9.17037903 9.62599261 7.78610885 9.65316986 TCGA-56-8307 55 0 NA 818 lung stage iib t3 n0 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1977 r0 white not hispanic or latino NA NA 4 3 NA NA 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.4820794 NA 9.1069827 7.9539211 1.4487953 -1.1360615 2.5642562 -1.1360615 8.2518261 6.2816612 5.5220212 5.8295934 12.0875087 3.6186968 NA 2.6711575 2.0337225 2.4330663 -0.1362201 6.7766975 11.1644472 7.8180050 8.4068406 9.1176561 4.8861745 12.3999344 NA 4.2213590 9.4803574 2.5642562 8.2213604 -0.1362201 15.0042378 8.4618613 11.7453050 11.9184129 5.4637205 -0.1362201 11.4755251 5.8180043 8.4027541 2.1857397 0.4487953 11.2787581 11.4517010 4.2213590 11.0211556 11.4904189 10.0523974 9.6886163 4.9298999 NA 9.8331951 -1.1360615 1.1857397 10.1428387 3.9930946 11.1644472 NA 8.8524933 7.2731998 0.4487953 NA -0.1362201 6.1857357 NA 1.1857397 9.5291445 5.7341731 -1.1360615 1.4487953 8.4803576 1.0241069 4.0732633 5.4526745 0.4487953 1.1857397 4.9298999 8.3211894 -1.1360615 7.9565655 0.8637799 0.03270400 -0.28239000 -0.28239000 0.28992000 0.00069327 0.01405100 0.01405100 0.00000000 0.00000000 0.01349200 0.01349200 0.01042400 0.01726400 0.22006000 0.01126100 0.01391100 0.00416320 -0.61671000 -0.59808000 -0.60363000 0.05822400 0.01447000 -0.27512000 -0.27512000 -0.01367700 -0.01367700 -0.27033000 -0.27033000 -0.22552000 0.05622800 0.02202400 0.03270400 -0.28239000 -0.28239000 -0.27882000 -0.61393000 -0.97281000 -0.61566000 0.28992000 0.00069327 0.00069327 -0.00761010 -0.00761010 0.01405100 -0.62169000 0.02553100 0.00763920 0.01349200 0.01796300 0.01042400 -0.38772000 -0.38772000 -0.38772000 -0.58775000 -0.27965000 -0.27965000 -0.27882000 -0.62493000 0.01126100 0.01126100 0.00416320 -0.60928000 -1.16560000 -0.59808000 -0.58637000 -0.58637000 -0.58706000 -0.58510000 -0.59711000 0.01447000 0.01447000 -0.60999000 -0.03734600 -0.01367700 0.00805670 0.01377200 -0.22552000 0.23954000 0.23954000 0.23954000 -0.58608000 -0.279 -0.279 0.000 0.000 0.000 0.000 -0.617 -0.598 0.000 0.000 -0.544 -0.597 0.000 -0.275 -0.275 0.000 0.000 0.000 0.000 -0.270 -0.270 0.000 -0.226 -0.282 -0.282 -0.614 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 -0.588 0.183 0.000 -0.279 -0.279 0.000 0.000 0.000 0.000 -0.617 -0.598 0.000 0.000 -0.544 -0.597 0.000 -0.275 -0.275 0.000 0.000 0.000 0.000 -0.270 -0.270 0.000 -0.226 -0.282 -0.282 -0.614 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 -0.588 0.183 0.000 7.2518261 9.0573341 6.5004340 11.2042151 6.4183974 11.2114300 10.3671374 8.9033583 9.4506484 NA 7.1069827 NA -0.1362201 11.4450092 NA 10.9549134 5.6186968 9.1936049 11.4290178 14.1127368 8.9419593 10.6851840 12.4630241 1.1857397 1.1857397 NA 3.1857397 8.9339296 9.9399561 0.6752740 6.4183974 14.4976553 8.9905130 10.1117361 4.4487688 11.1001218 8.9670965 10.493165 11.340808 10.245892 -1.136062 10.283242 6.543289 10.296350 10.946290 8.656599 9.265755 8.114107 11.654764 9.062254 10.221910 14.096155 12.500320 7.734173 11.038110 11.321702 12.461279 11.295045 4.610930 11.490419 12.197383 11.845554 11.351649 6.478519 13.770684 9.919091 7.013556 11.015459 9.662280 13.071738 2.448769 9.097428 12.482079 11.594915 13.489230 11.317594 9.205661 9.504957 11.096529 9.041228 16.980401 8.251826 8.114107 11.055485 10.259343 4.448769 8.433664 10.999518 NA 8.080554 11.363405 9.497712 15.391820 8.461861 7.591729 7.667940 6.564249 6.658224 9.941959 NA 3.507668 7.654972 -1.136062 8.971026 8.065933 11.021156 14.452553 10.922815 11.482653 11.885656 4.929900 6.734173 NA 9.983398 9.791587 5.149211 10.142839 11.374078 3.863810 8.769196 11.164447 12.536344 10.446421 11.334722 5.371604 8.321189 11.441155 10.385900 8.433664 10.108767 TCGA-56-8308 79 0 NA 517 lung stage iib t3 n0 mx male 2012 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 63 1967 r1 white not hispanic or latino NA NA 5 2 NA NA 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7020872 -0.8006260 0.7842527 8.3311122 NA 2.5211764 4.7538452 3.4471824 3.1061473 4.5568095 -0.8006260 10.1519967 4.9541451 6.4087085 0.1992483 NA 0.1992483 1.4441370 0.7842527 7.8176412 11.8920888 9.5007515 4.8716810 8.4424293 2.0066212 10.4226538 NA 0.7842527 NA 0.7842527 8.0162389 0.1992483 14.5636277 9.4062696 11.1199804 12.1218398 5.7384139 NA 11.7461498 3.1061473 9.0966622 3.1061473 NA -0.8006260 11.6852959 4.9829753 11.1815360 14.2232696 10.9165034 9.5911541 4.8431095 -0.8006260 11.3307909 NA 3.4471824 10.0849517 4.4471824 10.1240679 1.5212015 8.8047348 5.6421990 5.5742953 NA 0.7842527 6.9135010 -0.8006260 NA 9.4613503 6.0321449 0.1992483 NA 10.7945129 0.4133774 3.9541405 0.7842527 1.1992483 1.5212015 0.1992483 9.2933330 NA 7.8395005 3.2687787 0.4959700 0.6840300 0.0727480 3.6569000 -0.3511000 0.1140400 0.1140400 0.2838000 0.2838000 0.0023581 0.3080900 0.2820000 0.2820000 -0.2306700 3.6569000 0.3102000 0.3058500 0.2916700 -0.0026322 -0.0149160 0.2728500 0.2013700 -0.0296720 -0.0296720 0.1140400 0.9936400 0.8155200 -0.1352300 0.3455100 0.0127950 -0.4081500 -0.3642000 -0.0770780 0.2584000 0.0727480 -0.3778000 -0.3595400 -0.3595400 -0.3544200 -0.3886200 -0.3511000 -0.3511000 -0.3723400 -1.0748000 -0.3687300 0.4358100 0.0331270 0.3080900 0.6470800 -0.0464480 -0.6889700 -1.0629000 -0.2306700 0.0316210 -0.0402090 -0.0402090 -0.3554400 -0.3725600 0.8151300 -0.3848100 -0.0346310 -0.3481300 -0.3481300 -0.0178030 0.2728500 0.2728500 -0.0829340 -0.1018400 0.2013700 0.2013700 0.2013700 0.0829090 0.0478360 -0.4488900 0.2463800 0.2197100 0.3455100 0.0000000 0.0000000 0.0000000 0.0000000 0.000 0.000 0.307 0.307 0.310 0.310 -0.348 0.000 0.273 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.816 -0.391 0.246 0.346 0.186 0.186 3.318 3.657 -0.351 -0.351 -0.255 -0.369 0.284 0.284 0.000 0.306 0.000 0.282 0.129 0.129 0.000 0.000 0.000 0.000 0.307 0.307 0.310 0.310 -0.348 0.000 0.273 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.816 -0.391 0.246 0.346 0.186 0.186 3.318 3.657 -0.351 -0.351 -0.255 -0.369 0.284 0.284 0.000 0.306 0.000 0.282 0.129 0.129 0.000 0.000 8.5479834 8.6043968 1.7842108 6.6421990 9.2946525 10.1188636 10.9449297 8.6582154 8.9806152 3.5915717 6.2653450 -0.8006260 0.7842527 11.9717761 -0.8006260 11.2402300 5.1765342 9.8413071 10.7701973 14.7707710 4.8139658 10.6880997 11.8634804 1.5212015 9.5894244 0.1992483 2.1992483 9.2146705 9.5346346 -0.6631454 3.2867185 15.8439707 7.5786338 9.1505401 5.5568064 10.9562286 9.6638011 10.611825 12.003588 10.546877 NA 10.546877 9.216064 11.014639 9.505317 7.428074 10.557907 8.156357 11.655589 10.073468 11.290691 13.913394 12.825877 7.498463 10.990418 8.484658 13.494522 11.174387 5.021222 14.223270 11.300575 9.884880 11.012636 8.153452 13.292105 14.048709 2.521176 10.485813 10.8480623 10.9048878 -0.8006260 9.6307529 11.7020872 10.3828907 14.5843760 9.4927271 9.3884623 7.9871577 9.7040743 9.3866075 14.5594852 3.1061473 8.1563572 11.8116632 8.5633900 6.7766844 10.2153672 11.8247359 0.1992483 8.0130368 11.6772665 9.6597112 9.1592573 9.4062696 9.0447455 8.2680338 5.8857549 5.8574660 8.9641268 NA 7.2381745 9.0321455 NA 9.4554641 3.1061473 11.1815360 12.4986065 10.2090840 10.7940465 10.7164326 4.8431095 1.5212015 -0.8006260 11.7984709 9.7757396 4.4846602 10.0849517 11.5845785 7.9237690 5.2436500 10.1240679 11.4065748 9.4364652 9.3591267 2.1992483 9.8476130 9.4723866 9.6043968 8.0066105 10.5155369 TCGA-56-8309 66 0 NA 428 lung stage ia t1b n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white not hispanic or latino NA NA 2 4 1 2 3 3 4 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5002604 NA 2.7759566 6.9155113 NA 2.6828429 5.3749803 0.3608699 10.2121508 5.4341712 NA 10.5224740 5.6339397 3.7301508 -0.2239803 -1.2239803 NA 1.9458699 0.7759355 7.9805309 11.1596640 9.1768391 6.8844844 9.4598316 4.4764011 12.6057815 0.7759355 6.6214497 NA 1.3609261 7.9902787 2.7759566 15.6106032 9.7822859 11.3068537 11.5260386 5.4198153 NA 11.5734186 2.0978804 9.1299336 4.7301563 NA 9.0956317 11.2941162 5.3767662 11.2938751 12.5516729 11.7534186 10.6595882 5.6707780 NA 9.5441440 NA 3.4198220 10.7618017 7.0047789 10.1964464 NA 7.9026639 8.1001404 6.8148785 1.0978804 -0.2239803 6.3228547 3.2995231 NA 9.8554446 5.8312414 4.7532408 -1.2239803 10.8031746 -0.7386497 8.4694469 7.7510914 2.5833265 1.5833265 2.9458886 10.0041772 -0.2239803 7.1291068 5.0908365 0.00972760 -0.00069303 -0.00069303 0.28358000 0.03326700 0.28644000 0.28644000 -0.03885000 -0.03885000 0.00805670 0.00805670 0.00000000 0.00000000 -0.28893000 0.00458000 0.01140000 0.01140000 -0.28501000 -0.28263000 -0.28263000 -0.19537000 0.01293400 0.52153000 -0.28679000 0.01586600 0.01586600 0.01000600 0.01000600 -0.14103000 -0.05347600 0.00781950 0.00972760 0.00069327 -0.00069303 -0.00069303 -0.29378000 -0.29378000 -0.29378000 0.28358000 0.03326700 0.03326700 0.03326700 0.03326700 -0.29071000 -0.29851000 -0.28459000 -0.03885000 0.00805670 0.00805670 0.00000000 -0.28893000 -0.28893000 -0.28893000 0.09718300 -0.00553750 -0.00553750 -0.28632000 0.00458000 0.00458000 0.00458000 0.00577810 -0.28501000 -0.28501000 -0.28263000 -0.19537000 -0.19537000 0.01056400 -0.28739000 -0.28156000 0.01293400 0.01293400 -0.28750000 0.01586600 0.01586600 0.01936300 0.01936300 -0.14181000 -0.04346600 -0.05185600 -0.04780100 -0.05482500 0.000 -0.281 0.000 0.000 0.000 0.000 -0.285 -0.283 -0.195 0.000 -0.287 -0.282 0.000 0.302 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.000 0.000 -0.010 0.284 0.000 0.000 0.286 -0.004 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 0.000 0.000 0.000 -0.281 0.000 0.000 0.000 0.000 -0.285 -0.283 -0.195 0.000 -0.287 -0.282 0.000 0.302 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.000 0.000 -0.010 0.284 0.000 0.000 0.286 -0.004 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 0.000 0.000 8.892304 7.510669 4.753241 8.208502 7.792768 10.435064 10.387446 8.898788 9.935200 NA 6.995128 NA 2.235390 12.114418 2.235390 11.743546 6.915511 8.503880 10.748660 13.672198 6.218903 11.247381 12.055860 -1.113099 6.124688 -1.223980 4.633943 9.021512 8.817605 -1.035047 -1.223980 13.286353 7.283754 10.399384 5.150998 11.290181 9.735237 10.461147 11.421843 10.273812 NA 9.173634 8.788584 10.959285 10.136258 6.544144 9.990886 7.547449 11.400977 9.733787 10.321890 13.775255 11.333902 10.263297 10.623409 12.241781 13.341240 11.433948 5.551931 12.551673 12.088417 11.858940 10.925707 7.267813 12.992199 10.836993 2.775957 10.644011 10.644011 13.032021 1.097880 8.903954 11.500260 10.725786 14.754491 9.142282 8.225913 9.623800 10.592543 8.372149 16.834205 10.212151 7.547449 11.351026 10.297069 6.185351 11.114696 12.024629 -1.223980 10.880886 11.284497 9.615164 12.248143 9.782286 9.209545 8.784388 9.573621 5.764643 9.588137 NA 2.583327 9.337248 2.097880 9.185351 6.004778 11.293875 12.146511 10.901373 10.598531 11.284497 5.670778 2.360926 NA 11.800926 10.960835 6.383290 10.761802 11.059048 7.682851 7.560594 10.196446 11.737229 10.228716 10.875636 5.570375 11.478782 11.775794 9.684352 6.940867 10.617917 TCGA-56-8503 76 0 NA 41 lung stage iib t3 n0 m0 female 2012 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 91 1951 r0 white not hispanic or latino NA NA 2 4 NA NA 3 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6321817 11.6201015 NA 2.1750774 7.0472123 0.9527063 0.9527063 4.6486898 -0.6321817 10.1416951 8.0681715 2.6896570 12.0361736 10.3613779 4.7252831 NA 1.3677065 3.2746195 NA NA 8.5820509 11.4280900 9.3719522 5.3219281 8.5326388 5.4121244 11.8274195 1.6896570 2.9526877 NA 3.4551891 7.4445470 NA 15.3308064 9.9394845 12.1005352 11.4028745 7.7771225 NA 10.7755306 4.3219281 9.1485996 6.1621476 NA 3.6896570 11.2675381 5.2269554 10.3233817 11.6876861 11.6239405 9.3583180 4.8912928 0.9527063 9.4644469 4.1750854 2.9526877 10.2617916 4.5771871 10.9049502 NA 9.7285789 7.7075821 6.5674040 NA 0.3677065 8.4148556 3.3677345 0.3677065 8.8086010 6.1091996 NA NA 10.9318813 NA 3.9526970 1.6367754 3.0681721 5.5575571 NA 10.3740579 NA 6.3219281 0.9527063 0.04327400 0.11814000 0.00624810 0.60322000 -0.01132100 0.21945000 0.22114000 0.12830000 0.09362100 -0.07631500 -0.09683600 -0.07481100 0.12299000 -0.11312000 0.13288000 0.06065100 0.00541390 0.09188000 -0.10775000 -0.12204000 -0.10802000 -0.10959000 -0.11260000 -0.11260000 -0.00023958 -0.00023958 0.03411300 0.03411300 0.12889000 0.01195800 0.00663700 0.04327400 0.12108000 -0.18609000 -0.01147300 -0.12226000 -0.13253000 -0.11913000 0.35577000 0.00458000 -0.00221680 -0.14438000 -0.14528000 -0.11155000 -0.12317000 0.01279500 0.08551000 -0.07631500 -0.10500000 -0.07481100 -0.16179000 -0.12265000 -0.14912000 -0.11312000 -0.12460000 -0.12460000 -0.05157800 -0.11704000 -1.29290000 0.11976000 -0.01230000 0.00124810 0.10497000 -0.09960400 0.01126100 0.01126100 -0.11678000 -0.11182000 -0.10959000 -0.10959000 -0.10959000 -0.11691000 -0.00023958 0.05138700 -0.10959000 -0.11456000 0.12889000 0.00555290 0.00555290 0.00555290 0.00208050 -0.125 -0.125 -0.103 0.000 0.000 0.000 0.000 -0.113 -0.108 -0.117 -0.117 -0.110 -0.110 -0.113 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 0.129 0.000 0.000 -0.133 -0.133 0.000 0.000 0.221 0.110 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.000 0.000 -0.125 -0.125 -0.103 0.000 0.000 0.000 0.000 -0.113 -0.108 -0.117 -0.117 -0.110 -0.110 -0.113 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 0.129 0.000 0.000 -0.133 -0.133 0.000 0.000 0.221 0.110 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.000 0.000 9.6120955 7.3219281 0.3677065 5.7252831 7.9107638 10.4257235 10.5612571 8.3620854 10.7274814 -0.6321817 6.0401582 NA 2.6896570 12.7624624 -0.6321817 10.9685739 8.1192758 8.6132845 10.7376454 14.5883746 5.5965506 10.9526943 11.3084124 0.5183337 10.3124438 NA 6.0542320 9.3733563 10.4742947 -0.5079930 3.0681721 14.7775536 6.9068906 9.8054838 5.4121244 11.2018078 9.4723306 9.5905266 11.6327607 10.1556344 0.3677065 9.6941613 8.0716356 11.2194808 10.2069356 7.3733568 10.3241080 8.6345185 10.3036188 8.8893321 10.7945207 13.2295941 11.4736403 8.2806209 10.5476409 8.9356878 13.2725545 10.2828643 4.1268903 11.6876861 12.0025428 10.7605858 10.3649113 7.3102465 13.3664227 10.8353374 0.9527063 10.1702482 10.8550694 11.5253945 1.9527063 9.2350104 11.6201015 10.5729141 14.2279444 8.6485025 9.6308601 8.7340542 10.1718628 8.9695025 15.6735499 10.1416951 8.6345185 11.0930980 7.5965506 6.8991128 9.8981380 13.4140032 -0.6321817 8.8332981 10.6438562 10.3634990 10.3997775 9.9394845 8.5072833 7.9184787 7.2984695 5.9824415 9.3335161 0.3677065 5.9375869 8.6737935 NA 9.0277277 6.8834314 10.3233817 12.9091915 11.0196804 10.7855843 10.9745996 4.8912928 0.3677065 8.6298265 12.7759288 9.4338210 4.2746195 10.2617916 11.5557024 7.4445470 5.2257145 10.9049502 12.3622620 10.2851038 10.3190166 NA 8.3160991 10.5500703 9.7992293 7.1879112 9.2776250 TCGA-56-8504 74 0 NA 510 lung stage ib t2a n0 mx male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 1 2 NA NA 1 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6594364 NA -0.7091038 8.1079138 0.8758587 1.8758980 3.2909257 NA 9.6939420 5.4406765 NA 10.9478017 4.0458186 3.9347901 NA NA NA 0.8758587 0.8758587 7.1111085 11.9593718 7.6352262 0.8758587 8.2038193 -0.7091038 12.4770442 0.2908962 NA NA NA 7.4955009 0.2908962 14.7706787 10.5797961 10.8291189 10.4072739 5.8300880 NA 11.4890680 0.2908962 8.8024256 3.1978182 NA NA 11.0214638 4.6168223 11.1989473 12.8056157 11.2440351 10.6778487 3.7503600 NA 9.0017364 -0.7091038 2.0982848 10.3657404 4.6484827 10.5317213 NA 8.7234719 6.2097926 4.9056397 NA NA 5.8300880 NA NA 9.3783928 4.8455202 NA -0.7091038 11.4523768 NA 4.2451229 NA 2.0982848 -0.7091038 1.8758980 9.0558017 NA 6.4807547 1.3474956 0.1568100 0.2742600 0.8286200 0.8820600 -0.0494240 0.4029200 0.4029200 -0.0173910 -0.0173910 0.4937200 0.3440400 -0.3175100 0.7315100 0.8323500 1.0774000 1.3399000 -0.0080279 -0.0127130 0.7646600 1.5308000 0.1126200 0.2668700 -0.5921400 -0.0036011 -0.0198630 -0.0198630 0.2728500 0.2728500 0.5705900 0.1422100 0.1568100 0.1568100 0.2742600 0.2742600 -0.2974600 -0.3059200 -0.3059200 -0.3059200 -0.3059200 -0.0494240 -0.0478010 -0.0478010 -0.0478010 -0.0608830 -0.0608830 -0.0173910 -0.0143660 0.3440400 0.3440400 -0.3175100 -0.2941400 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10.8793916 14.6375822 4.3783937 10.2552708 11.0545573 1.6272333 9.5844017 -0.7091038 11.8567461 8.8664691 9.4304814 NA NA 14.4964942 8.5100983 10.0273318 4.0982848 11.6987288 9.6218469 10.210538 13.183188 10.086158 NA 7.704558 10.554786 10.738013 9.015444 8.155116 11.002597 7.510099 11.775242 11.136812 14.154294 13.048528 9.249483 6.233445 11.742141 7.285284 12.495043 10.288815 4.068086 12.805616 11.709310 10.411168 10.207556 7.045818 13.348680 11.378393 2.612848 9.843599 10.2231447 11.7312801 NA 9.3744092 11.6594364 10.4053231 15.0684406 8.7359449 9.6218469 7.8607853 10.5763322 10.0894018 14.8380655 9.6939420 7.5100987 11.3205623 4.6832473 5.6307811 7.9878972 11.1815743 NA 7.6789473 11.0954644 8.4406769 8.0120289 10.5797961 8.3516261 6.4098712 6.6746344 5.9913699 9.2866971 -0.7091038 7.2852838 7.0657166 NA 8.9148114 2.7503707 11.1989473 13.2648963 11.5320194 11.4387709 11.8186513 3.7503600 NA 8.2796148 11.0726995 10.2407566 3.7503600 10.3657404 11.1492996 5.6484827 1.2909551 10.5317213 11.6515028 10.7580260 8.5577164 5.3994548 8.7847853 9.5584423 10.6218468 7.6128582 10.4066239 TCGA-56-8622 68 0 NA 55 lung stage ib t2a n0 m0 male 2012 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1984 r0 white not hispanic or latino NA NA 4 1 NA NA 1 1 4 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.23683095 NA -0.98650201 7.11672031 0.01349799 0.01349799 6.07725796 NA 8.46258120 6.62814221 3.47286464 10.24944676 4.99071439 4.94416972 1.01342653 4.37098725 0.01349799 NA NA 7.81433252 11.57877266 7.65005725 2.47285165 8.67699054 1.33536892 12.38860773 NA NA -0.98650201 2.18335947 8.55839699 2.47285165 14.08848917 10.57567491 12.76706713 12.90853439 5.31721361 NA 11.13269790 0.01349799 9.89363585 3.33535462 NA 4.65729129 11.04511303 4.84632281 10.86713191 11.85120430 11.08422435 10.54005401 6.59839498 -0.98650201 9.00353646 11.52937867 3.10089357 10.41750962 1.82077124 10.73410431 2.47285165 8.20325696 5.43969627 5.14271567 NA NA 6.88994925 NA NA 9.40467602 5.33536177 NA NA 9.65367737 0.30626224 2.59838903 2.18335947 2.18335947 1.01342653 NA 8.89301569 1.59841285 6.51327913 -0.98650201 0.13081000 -0.05778900 -0.05778900 0.46741000 -0.02479200 3.16370000 3.26270000 0.01440500 0.01440500 0.00861350 0.00861350 3.65690000 0.33739000 -0.45083000 0.00166420 0.41714000 0.01307400 -0.39211000 0.00055459 0.00055459 -0.00193990 -0.00041585 -0.00526100 -0.00526100 -0.00733390 0.82294000 0.31787000 0.31787000 0.26844000 -0.00843850 0.00538040 0.13081000 -0.04305900 -0.05778900 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0.000 0.000 0.000 0.000 0.337 -0.451 -0.451 0.000 0.000 7.27082044 7.49724829 0.01349799 7.46464376 9.33873794 9.86752169 10.32914816 8.84632250 12.60857343 1.01342653 8.31034876 NA 1.59841285 11.67543326 NA 10.43654842 6.16317868 8.85578294 10.23605833 13.89669630 5.74135372 10.52320751 10.98641229 1.40299498 14.51952311 NA 5.62814366 8.57948641 9.54476530 NA NA 15.98767904 7.35772881 8.52716028 7.52122745 11.08757396 10.36050014 10.138200 12.050293 10.307479 -0.986502 8.835207 8.713872 11.989101 8.917314 7.090248 10.565141 8.098241 11.803769 6.713872 10.525679 14.027584 12.112123 5.121956 10.565141 8.170779 12.552834 10.564660 4.857165 11.851204 11.830016 10.379208 10.248848 7.678768 13.701019 7.598395 2.013427 13.294928 10.43181223 11.49775196 NA 8.90825030 11.23683095 10.29013857 15.13567329 10.02745294 6.50263771 10.01975862 10.65277319 9.32744913 15.01695043 8.46258120 8.09824110 11.04788760 8.28255935 6.20325794 10.25898524 11.07750158 0.01349799 7.82721375 10.99392912 9.87606995 10.31321297 10.57567491 6.87141368 9.23381091 4.50528756 6.38847199 8.64460944 NA 0.59836521 8.29420350 0.01349799 9.40037270 5.96762975 10.86713191 12.02745298 10.56080904 10.28606226 10.85853045 6.59839498 NA NA 12.06871494 9.53405129 5.64278820 10.41750962 11.18335755 8.44597453 4.89607321 10.73410431 13.39463746 11.17833943 8.97921681 NA 8.34658775 9.41246463 9.16825065 7.37975437 10.44493008 TCGA-56-8623 71 1 692 NA lung stage ib t2a n0 mx male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 45 NA r0 white not hispanic or latino NA NA 2 4 NA NA 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1816305 0.7042523 NA 6.5820215 1.3823352 4.8901451 8.1565594 6.4267428 5.5116325 3.8417820 -1.6174987 2.1896981 4.4267411 5.4591660 4.5918051 2.2892443 2.7746711 3.1048231 0.7042523 8.9559959 11.1852691 10.4664929 5.5820200 8.4764266 4.0827877 9.9359781 NA NA -0.6177201 5.1897020 7.2557934 2.7746711 15.4504110 8.7310770 10.0754001 8.8201011 3.1372412 1.7042965 10.3774093 -1.6174987 9.9410326 5.2527146 -0.6177201 -1.6174987 11.2938495 7.8744226 10.0901394 12.0716098 11.1608368 10.0737915 5.6769697 -1.6174987 8.5359009 0.9673162 6.3653426 10.4507913 6.5270078 9.9014937 -0.6177201 8.2025279 9.1645281 9.7730553 0.9673162 1.1897297 7.4376314 0.7042523 3.3823491 9.5948452 5.6769697 NA -1.6174987 9.4130160 -0.6177201 5.9369370 7.2801035 8.0558702 0.7042523 8.8611186 11.3706785 3.2892443 6.6952325 4.0195507 -0.00055444 0.00652620 0.00652620 -0.00124730 0.00027728 -0.00083160 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0 0 0 0 0 0 0 0 0 0 0 7.0369846 7.0405604 0.3823906 2.9059092 8.0740922 9.1961300 10.3171454 8.2067033 10.2223399 NA 7.9822618 0.9673162 3.0261981 12.4175776 2.7746711 11.5311432 6.0965950 8.4658284 10.5093985 12.6170167 7.1000252 10.7048404 11.2494346 -0.6177201 9.5703195 -1.6174987 4.7042744 9.0342974 8.3407421 8.2069416 2.5522787 11.4884210 6.9445914 10.7045587 6.1571367 11.6206043 9.9559961 11.136192 12.094661 10.539064 2.967316 6.586919 7.286231 11.969071 9.142237 4.289237 9.017160 6.376702 9.421268 9.564122 10.940291 13.753683 10.356763 9.289991 10.228231 11.113031 14.383141 11.041676 5.147750 12.071610 11.878079 11.602878 10.732736 7.359629 13.824218 8.459164 NA 10.032054 10.53748332 14.14561313 3.87420679 9.51998057 11.18163053 9.83921655 13.97903075 8.78322843 4.68886852 8.73107698 9.59177795 8.93885504 17.55841248 5.51163249 6.37670192 11.11748175 9.39915721 6.77036657 9.95504917 10.55164761 -1.61749874 10.13179935 10.11196961 10.04946047 11.07125479 8.73107698 7.87820361 7.56474322 7.92924361 7.49348482 8.87420187 1.38233524 -0.03268381 9.35317374 2.63026567 9.95741537 2.08280476 10.09013942 12.25184632 10.11917355 10.56474322 10.95006731 5.67696974 -1.61749874 NA 11.74648354 10.59241134 8.47774572 10.45079133 11.07692440 8.52317849 6.97480576 9.90149370 12.47527117 10.38586682 10.85249931 NA 11.77640959 11.37261240 9.81697707 7.69068806 10.96731136 TCGA-56-8624 84 0 NA 420 lung stage iib t3 n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA r0 white not hispanic or latino NA NA 2 4 NA NA 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9935997 NA 0.8126214 8.0763148 -0.7722589 7.0221081 5.0605835 -0.7722589 10.4844904 8.9333245 NA 8.7899346 6.0221081 3.9825829 -0.7722589 0.8126214 NA -0.7722589 1.2276795 7.9176901 11.4598131 7.5675424 4.5130927 9.5200136 -0.7722589 13.1239298 2.6871279 1.8126625 2.5496199 3.2276949 7.7315179 1.5496199 13.4014472 10.0731821 11.7748276 11.6202778 5.0605835 0.2277411 10.5309020 3.4756167 10.3534671 5.5496199 0.2277411 NA 11.7766415 5.8126548 10.3329458 11.7259229 11.4168988 9.5249981 4.8424006 -0.7722589 8.9071722 11.6819913 4.6871223 11.7292805 4.0856711 8.8126545 NA 7.6285717 6.9001169 8.1672711 NA -0.7722589 6.4273648 3.8715480 3.2276949 10.4666938 6.3466325 NA NA 9.4100864 -0.7722589 3.3976113 5.1957846 5.4944796 0.8126214 5.0090515 9.1702065 4.7512548 7.8238818 2.4937242 0.0297470 0.0126550 0.0126550 0.4684400 -0.0127130 0.1712100 0.1159400 -0.2009900 -0.2009900 0.3792400 0.0000000 0.0116790 0.0116790 -0.2151500 -0.1940000 -0.1292700 -0.1292700 -0.1455400 0.2288500 0.2288500 -0.0034627 -0.3944100 -0.4198100 -0.4198100 0.0472680 0.0472680 0.6122600 0.6122600 -0.0139530 0.1784500 0.0297470 0.0297470 0.0126550 0.0126550 0.0163460 -0.4230900 -0.4230900 -0.4230900 0.2460700 -0.0127130 -0.0127130 -0.0127130 -0.0127130 0.1159400 0.1159400 -0.2009900 -0.2009900 0.3792400 0.0000000 0.0116790 -0.2151500 -0.2151500 -0.2151500 -0.2151500 0.8566000 -0.0171160 -0.0171160 -0.1940000 -0.1940000 -0.1940000 -0.1292700 -0.1455400 -0.1455400 0.2288500 -0.0034627 -0.0034627 0.0193630 0.0193630 -0.3944100 -0.3944100 -0.3944100 -0.4198100 -0.3587400 0.0472680 0.0181030 0.0253900 -0.0139530 -0.3368700 -0.3225100 -0.3225100 0.1784500 0.000 0.000 -0.194 -0.194 -0.129 -0.129 -0.146 0.229 0.000 0.000 0.000 -0.394 -0.394 -0.420 -0.420 -0.359 0.000 0.000 0.000 0.612 0.612 0.000 0.000 0.000 0.000 -0.423 0.468 0.000 0.000 0.116 0.116 -0.201 -0.201 0.379 0.000 0.000 0.000 -0.215 -0.215 -0.144 0.178 0.000 0.000 -0.194 -0.194 -0.129 -0.129 -0.146 0.229 0.000 0.000 0.000 -0.394 -0.394 -0.420 -0.420 -0.359 0.000 0.000 0.000 0.612 0.612 0.000 0.000 0.000 0.000 -0.423 0.468 0.000 0.000 0.116 0.116 -0.201 -0.201 0.379 0.000 0.000 0.000 -0.215 -0.215 -0.144 0.178 6.8715480 7.2333167 -0.7722589 7.4420112 8.7255438 9.4768055 10.6242968 8.9007008 11.2638656 -0.7722589 6.6539571 1.2276795 1.2276795 12.2333166 1.2276795 10.6758083 4.5496199 8.7707237 10.7498027 13.9396816 5.2720867 10.2659251 11.7180415 2.0514417 15.0299559 -0.7722589 10.8340972 8.6706354 10.4690675 5.1456000 1.5496199 15.8747147 6.7822814 10.3799769 6.6623209 11.7989707 10.4456497 10.3748970 11.9921490 10.5003219 2.0350608 9.7483108 8.6932583 11.7767547 8.8715483 7.3774387 9.3723503 5.3774396 12.0474640 8.2078314 10.1992355 13.4104743 12.1435714 7.6871237 10.7155320 9.1118626 12.8861267 10.2734517 5.1083781 11.7259229 12.8320136 10.6301712 10.4625094 6.7975474 14.0275924 6.5852435 0.2277411 10.2078316 11.6130152 12.5211637 3.0350432 9.3825101 11.9935997 11.1742328 15.4740773 9.8634101 7.3621183 9.4504869 10.4432251 9.9263967 15.3130607 10.4844904 5.3774396 11.6237616 8.1525044 6.5675424 8.6328335 12.1887799 0.2277411 8.2583592 10.2890633 9.3850390 8.9211789 10.0731821 7.8276050 6.0090515 6.6623209 6.7512535 8.6113963 NA 0.8126214 8.1554700 0.8126214 9.4649020 5.0856711 10.3329458 13.3330277 11.0442757 11.4199848 10.9513530 4.8424006 -0.7722589 NA 11.5360310 12.3697991 6.2163773 11.7292805 11.2006718 9.2347193 5.4944796 8.8126545 12.5930576 10.2782210 9.0716131 NA 8.9436541 10.2581177 10.2611151 7.8930278 11.6024598 TCGA-56-8625 66 1 315 NA lung stage iiia t3 n1 mx female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA rx white not hispanic or latino NA NA 2 4 NA NA 3 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.01748067 NA 2.97709671 7.72484533 0.07025192 4.24013112 6.17538488 NA 10.18785210 8.53985091 -0.92988550 11.34167204 7.25011837 5.74263415 0.07025192 2.39212505 2.39212505 2.39212505 0.07025192 7.32759665 11.88659271 10.66639880 7.25011837 8.60353882 4.77064936 9.14568815 NA 2.87756758 NA 2.39212505 7.89993147 2.52964606 15.47148787 9.80661100 10.91373757 10.47747678 6.94672618 -0.92988550 11.05747302 2.24013112 8.96501166 4.82509871 1.87754795 2.52964606 11.83716020 4.95358653 10.56556443 11.71158344 11.47933471 10.02568455 5.09257534 -0.92988550 9.44741947 1.39215253 4.07020898 9.90468008 6.70683304 9.46467174 0.65516862 10.26558118 8.94057377 8.25260347 0.07025192 0.07025192 7.64006486 4.71406414 1.87754795 9.81504284 5.42776036 NA 0.07025192 10.61469052 -0.47553507 6.17873257 1.07018321 3.31814327 1.87754795 NA 11.04175257 0.65516862 7.12005743 4.41858127 0.01337100 -0.00564550 -0.00122970 0.71907000 0.02078100 0.44276000 0.00877040 0.02400500 -0.34766000 0.00237570 0.00237570 -0.00053686 0.05339700 -0.34869000 0.06109700 0.67402000 0.01854100 -0.12419000 0.02372400 0.02372400 0.00209810 0.00279210 -0.00427540 -0.00427540 -0.01874800 0.00223690 -0.35668000 0.32691000 -0.00745450 -0.36577000 0.00126560 -0.36225000 0.84359000 -0.00122970 -0.01572400 0.01882100 -0.33397000 -0.33397000 0.69150000 -0.35189000 -0.33905000 -0.33905000 -0.36599000 -0.34514000 -0.35452000 -0.01379800 -0.37199000 0.00237570 0.00237570 -0.00053686 -0.34869000 -0.34869000 -0.34869000 0.01351000 -0.00053686 -0.00053686 -0.69123000 0.06109700 0.06109700 -0.37345000 -0.00524350 -0.12419000 -0.12419000 0.01390000 -0.36089000 -0.36089000 -0.01159400 0.00863120 -0.36611000 -0.36611000 0.00279210 -0.00427540 0.03610600 -0.00025966 0.01714200 -0.00150680 -0.00745450 0.43921000 -0.04019200 -0.07706100 0.21179000 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 -0.339 -0.339 0.000 -0.336 0.000 -0.341 0.000 0.000 0.000 0.000 -0.349 0.000 -0.344 -0.344 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 -0.339 -0.339 0.000 -0.336 0.000 -0.341 0.000 0.000 0.000 0.000 -0.349 0.000 -0.344 -0.344 9.2575611 7.1416709 2.7706388 6.3830925 7.9979867 9.6219172 11.1626358 8.8743399 9.4441616 3.1576743 6.7913088 NA 2.7706388 12.5241226 0.6551686 11.5411932 7.6015903 9.2059183 11.0869894 13.9883734 6.9405732 10.9278013 10.9864617 -0.9298855 7.6812335 NA 2.0702176 9.2326003 9.5449289 NA 3.9770967 13.6715155 8.1839509 10.4694870 6.2990285 11.8959628 10.3785480 10.6400646 12.1688991 10.3881868 0.6551686 7.9559056 9.6701219 11.4449768 9.5878784 7.9188322 9.8192404 6.7496885 9.7981210 8.9695658 10.2581796 13.4912219 10.5327112 8.6495249 11.4528330 8.3369956 12.8026944 10.9920499 5.4946268 11.7115834 12.5115970 11.0744294 10.3110003 7.7390940 12.9411102 12.6747622 2.5296461 10.7998298 11.29451220 11.48700653 4.68491970 9.50796110 12.01748067 10.16626529 13.77378657 9.40448231 8.69912821 8.82007842 10.23637207 8.42995861 16.96274589 10.18785210 6.74968845 11.97201867 8.73198727 7.03021136 10.56406449 11.75780338 0.07025192 9.40112591 11.05533938 9.60645629 9.65235097 9.80661100 8.83342144 9.26988127 8.64763794 7.87756390 10.76630719 0.65516862 NA 9.37854804 0.07025192 9.48277892 6.72841987 10.56556443 12.10878510 9.63435857 12.05231131 11.49987727 5.09257534 -0.92988550 0.07025192 12.74616603 10.50744086 6.07020898 9.90468008 11.44714833 8.85974256 5.35561186 9.46467174 11.93632879 10.04605691 10.12209766 4.15767435 7.93129598 10.69863635 9.90625943 8.07020898 10.87796643 TCGA-56-8626 59 1 302 NA lung stage ia t1a n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1962 r0 white not hispanic or latino NA NA 3 3 NA NA 3 3 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6508845 0.2655569 0.2655569 7.3845023 1.8505194 1.8505194 6.7001900 1.8505194 2.7249994 9.5919909 6.2879284 9.1573449 10.7787954 4.3099547 1.5875090 1.5875090 -0.7343231 1.5875090 NA 7.5784444 12.4218025 7.9201974 4.0204489 9.4317245 1.2655569 11.4722705 0.2655569 3.6578801 NA 3.8505194 8.6685734 0.2655569 14.2724545 10.4609336 12.2606218 11.7930384 5.2655607 0.2655569 11.1227648 5.1724515 9.3579353 4.8505244 -0.7343231 10.1497319 11.7901741 5.9534608 10.9810944 12.2920398 11.8582519 10.4597642 3.9094179 -0.7343231 9.5440108 0.8505594 4.1724555 10.8263718 2.2655569 10.6476450 2.4354953 8.4504368 6.6492662 6.3316497 0.2655569 1.2655569 6.8354163 1.2655569 1.5875090 9.6054114 5.9379870 4.1724555 4.4354886 10.0984514 7.3088623 3.3530268 4.6725724 5.1963002 5.7891241 4.1235420 9.3727785 2.8505194 6.8278038 1.5875090 0.00346870 -0.00498440 0.00235810 0.81357000 -0.02466100 3.00580000 3.16190000 0.02595200 -0.02056900 0.01321300 0.01321300 -0.39363000 0.40327000 0.38039000 0.03880700 -0.00290910 -0.00290910 0.26970000 0.01433000 0.00000000 0.43007000 0.03750000 -0.39230000 -0.39230000 0.01656500 0.01656500 0.01209700 0.38056000 0.65314000 0.00013863 -0.00774820 0.00346870 -0.00498440 0.00235810 0.00235810 -0.39730000 -0.43203000 -0.43203000 -0.02137300 -0.06985600 -0.02466100 -0.01285100 0.01391100 -0.40227000 -0.40227000 -0.36249000 0.00652620 0.01321300 -0.35487000 -0.39697000 -0.40786000 -0.70774000 -0.42123000 -0.38100000 -0.34916000 -0.34916000 -0.00719580 0.03880700 0.16430000 -0.02157900 -0.00290910 -0.39308000 0.26970000 0.01433000 0.02300500 0.02300500 -0.02562000 -0.37954000 -0.38224000 0.02482900 -0.38336000 -0.39230000 0.01656500 0.01656500 -0.03885000 -0.04634400 0.65314000 0.00944910 0.00944910 0.00944910 -0.00624630 -0.321 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 -0.377 -0.382 0.000 -0.392 -0.392 0.000 0.000 0.000 0.000 0.000 0.368 0.000 0.653 0.000 0.000 -0.397 0.402 0.000 0.000 3.162 2.766 0.000 0.000 0.476 0.000 -0.367 0.000 -0.381 -0.381 0.000 0.000 -0.321 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 -0.377 -0.382 0.000 -0.392 -0.392 0.000 0.000 0.000 0.000 0.000 0.368 0.000 0.653 0.000 0.000 -0.397 0.402 0.000 0.000 3.162 2.766 0.000 0.000 0.476 0.000 -0.367 0.000 -0.381 -0.381 0.000 0.000 7.9130198 7.5555800 0.2655569 4.6578801 6.8654747 9.5170438 10.5630509 8.7279409 10.4682974 NA 8.7753364 0.2655569 0.2655569 11.9134694 3.5134907 10.9285234 8.4254329 9.0154307 10.6990737 14.4692152 5.3099547 10.6605598 11.6783958 -0.7343231 11.5173396 0.2655569 5.0204489 9.7157415 9.3662236 3.4490463 3.3530268 15.2464372 7.1724515 9.5170438 4.5134907 11.0006942 10.8677963 10.659488 12.258854 10.410857 1.587509 8.655730 7.765407 11.586362 9.721916 7.587490 11.487148 9.577310 12.875542 8.187402 10.618708 13.717674 13.416023 7.979807 10.374739 11.225563 12.531909 10.852401 4.757093 12.292040 11.537024 11.000271 10.552696 8.132840 13.147446 8.631883 NA 9.332996 11.0761330 11.8304253 1.8505194 8.9934819 11.6508845 10.5399395 14.7800267 9.5704830 7.9625288 8.7733558 10.5733314 9.5027714 14.8712145 2.7249994 9.5773097 11.6277791 9.3383638 5.0729161 7.9520621 13.7681445 NA 8.2284575 10.3483756 9.9112197 10.4361124 10.4609336 8.4627779 6.3845023 4.8505244 7.6009514 9.4051127 7.1844241 2.8505194 8.7043533 NA 9.0137542 5.9094179 10.9810944 12.0229513 11.2920848 10.4279526 11.1141843 3.9094179 0.2655569 8.3126851 11.8266106 9.9985766 7.4847295 10.8263718 11.4747101 8.0436387 6.4354869 10.6476450 11.8208694 10.0070284 9.4943800 2.2655569 9.5739003 10.7220647 9.9711938 6.8354163 10.2241141 TCGA-56-8628 78 0 NA 616 lung stage ia t1b n0 mx male 2012 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 4 4 NA NA 3 3 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.18116617 12.12776385 -0.81883383 5.41004255 7.57354040 0.18116617 3.93611023 7.28309391 -0.81883383 9.62416653 6.72811779 1.50314517 9.16564141 4.76618699 6.88166217 0.18116617 0.18116617 1.18122979 -0.02796912 1.18122979 8.32588107 11.75888789 10.19384762 5.41004255 9.29756699 3.18122979 12.12593511 -0.81883383 5.20359271 NA 2.98857563 7.31564955 1.50314517 15.00217482 8.95271242 11.15527907 11.20255008 4.42914726 NA 10.95559833 1.18122979 9.24852298 4.96258141 NA 1.98859381 12.06141686 5.39106654 9.88339568 12.69636231 11.10974141 9.90636767 5.65695679 NA 9.50765254 NA 5.13541995 10.26204057 5.93611023 10.09934084 NA 9.24056740 7.16421708 7.11196087 2.35114773 0.18116617 7.53877482 -0.81883383 NA 9.63346427 5.85364890 NA -0.81883383 9.28713149 -0.36457063 5.20359271 3.18122979 5.03920421 9.13104975 3.57354419 10.10529320 1.50314517 6.96258257 3.88332756 -0.04376200 0.31370000 -0.00180140 3.65690000 0.00000000 1.99280000 1.29440000 0.01755700 -0.00097017 -0.37279000 0.00194180 3.65690000 0.37430000 -0.38347000 0.02511000 0.03312700 0.02496900 -0.40824000 0.02048300 0.02048300 0.00277450 -0.36743000 -0.00401620 -0.00401620 0.05850900 0.05850900 0.03073200 0.03073200 0.04414800 -0.04439300 0.04009200 -0.04376200 0.31370000 -0.00180140 -0.00180140 -0.40141000 -0.40141000 -0.40141000 -0.01464100 0.00000000 0.00000000 -0.00290910 -0.00290910 -0.38313000 -0.39252000 0.03157700 0.01698500 0.00194180 0.00194180 -0.39575000 -0.39696000 -0.39696000 -0.39696000 -0.38347000 0.32060000 0.32060000 -0.39352000 -0.39553000 0.02511000 0.02511000 0.02496900 -0.39274000 -0.39274000 0.02048300 0.00277450 0.00277450 -0.01697900 -0.02562000 -0.36743000 -0.36743000 -0.36743000 0.01237600 -0.01009400 0.05850900 0.01964300 0.01964300 0.04414800 -0.03898600 -0.03898600 -0.03898600 -0.04439300 -0.073 -0.394 -0.396 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.314 0.000 -0.387 0.409 0.000 0.000 1.356 -0.383 0.000 0.000 0.000 0.000 -0.021 0.374 -0.383 -0.383 0.000 0.000 -0.073 -0.394 -0.396 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.314 0.000 -0.387 0.409 0.000 0.000 1.356 -0.383 0.000 0.000 0.000 0.000 -0.021 0.374 -0.383 -0.383 0.000 0.000 9.1840380 7.6690629 2.6406441 4.1354199 8.0851049 10.2627065 10.6386039 8.4503498 9.6262380 1.9885938 7.9193151 0.1811662 NA 12.2471440 1.1812298 11.2856351 7.7922476 9.3284279 10.7294043 14.5672202 6.1354199 11.1156511 11.8624615 0.7662135 7.6116755 NA 4.1354199 9.3105060 9.2923587 2.2481705 4.4666271 14.3582143 6.5475455 9.6032879 5.4480089 11.2204849 10.2851665 10.859823 12.357552 10.329700 2.181230 10.181927 8.694951 11.441260 10.626755 6.673076 10.639630 6.788554 10.868144 10.761953 10.450934 13.346287 12.732330 9.609583 10.863779 10.843891 13.012134 10.602762 5.086189 12.696362 11.611937 10.912966 10.917625 7.289748 13.170135 12.242594 4.853646 12.000604 11.2962667 11.5524552 1.7661711 9.0699663 12.1277638 10.1412250 14.1321398 9.7922479 8.4983869 9.0653935 9.4781392 9.4758439 16.1501485 9.6241665 6.7885539 11.9381963 8.3611323 6.4386106 9.1149138 12.5480916 NA 9.0881138 10.6303717 10.0714873 9.8349638 8.9527124 9.6750784 7.4148425 7.5387748 9.5767572 9.3066366 -0.8188338 NA 9.8241772 2.5031452 8.8304791 6.7959331 9.8833957 11.8928900 11.0274970 10.6380908 10.7281175 5.6569568 NA 3.7047835 11.8016720 10.0858576 6.9756394 10.2620406 11.2506728 6.9023220 6.4100425 10.0993408 11.8016720 9.8885822 10.1222706 0.1811662 9.9294158 11.1117682 10.0978490 7.8988994 11.1405006 TCGA-56-8629 63 0 NA 481 lung stage iia t2b n0 mx male 2012 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 66 1968 r0 white not hispanic or latino NA NA 6 3 NA NA 3 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.75420528 NA NA 8.68628621 -0.01931659 NA 6.94042402 NA 1.30258227 7.13547228 6.29353602 10.27871648 2.88754477 3.78800700 -0.01931659 4.59536640 NA -1.01946281 -1.01946281 6.44826005 12.23021184 7.96933874 5.74883957 8.25677810 2.56562155 12.08623510 NA -0.01931659 NA -0.01931659 7.67065200 -1.01946281 13.38239942 9.65131024 12.07390640 11.06679011 5.13039964 NA 11.38153333 6.79443536 9.34370450 1.98064686 NA -0.01931659 11.50104423 4.65307722 11.34506222 12.22139904 10.95255664 9.78679269 3.22858784 NA 10.91434454 -0.01931659 0.98068341 9.82692786 2.68108939 10.44825943 -0.01931659 8.67065200 7.53140096 NA NA NA 5.91139199 -1.01946281 NA 9.02641361 6.95793433 -1.01946281 3.83863920 10.45283704 3.09585692 0.56559718 1.78801745 5.56561545 7.36435794 1.98064686 8.07341110 1.30258227 6.66013427 3.22858784 0.0119580 0.4992600 0.8022800 2.4046000 0.7656100 0.4031100 1.1859000 0.9577500 0.9577500 -0.3915200 -0.2262500 -0.3823600 0.0232860 -0.3953000 -0.3867200 0.7267800 -0.0030475 -0.8223700 0.4103200 -0.3997500 0.0685220 0.3161500 -0.2859600 -0.7925200 0.2999500 0.2999500 0.0422300 0.8655300 0.9946800 0.1150500 0.0119580 0.0119580 0.4992600 -0.4125600 -0.4046200 -0.3941900 -0.4004100 -0.4004100 0.4117800 0.0080567 0.0150280 -0.3813400 -0.3813400 -0.3988600 -0.3988600 0.3206000 0.0000000 -0.3915200 -0.3862700 -0.3673700 -0.7969500 -1.2397000 -0.3953000 -0.3814500 -0.3632800 -0.3632800 -0.3458400 -0.3867200 -0.3703100 -0.3703100 -0.0030475 -0.3283200 -0.3283200 0.4103200 0.0304510 -0.3880600 -0.3796600 0.0093427 -0.4189300 0.2913500 0.3161500 -0.8080700 -0.4369100 0.2999500 -0.3336400 -0.3336400 1.0394000 -0.5109400 -0.5109400 2.6171000 0.1268200 -0.346 -0.346 -0.387 -0.387 0.783 0.000 -0.328 0.375 0.000 -0.380 0.000 -0.419 0.333 -0.793 -0.793 -0.137 0.300 0.000 0.000 0.000 0.000 -0.334 0.995 0.492 0.000 -0.394 0.315 0.000 -0.381 0.787 -0.399 0.309 0.000 -0.392 -0.392 -0.367 -0.367 -0.381 -0.381 -0.384 0.127 -0.346 -0.346 -0.387 -0.387 0.783 0.000 -0.328 0.375 0.000 -0.380 0.000 -0.419 0.333 -0.793 -0.793 -0.137 0.300 0.000 0.000 0.000 0.000 -0.334 0.995 0.492 0.000 -0.394 0.315 0.000 -0.381 0.787 -0.399 0.309 0.000 -0.392 -0.392 -0.367 -0.367 -0.381 -0.381 -0.384 0.127 8.3621968 7.5953634 0.5655972 6.1202047 6.0359362 9.4594236 11.3031454 8.3567794 11.2330237 -1.0194628 6.7085749 NA 0.9806834 10.7847849 4.5656155 10.8659690 6.9290216 9.2309523 11.3683293 15.3371059 4.1901091 11.3756524 11.2573599 2.9851543 10.6113761 -1.0194628 8.7863977 9.6352899 9.2082700 2.0681205 4.9348514 14.2110872 7.5236858 9.7471828 7.3293820 11.2747002 10.5679626 9.762833 11.414500 10.168624 -1.019463 9.367594 7.896533 11.765493 10.215471 7.708574 9.607276 8.914344 10.075385 9.395339 13.539015 14.054293 12.254741 7.527548 11.360574 10.418406 13.026840 10.599498 5.672886 12.221399 11.891109 10.706020 11.458918 8.593523 13.454512 10.691460 2.788017 9.600874 10.2509493 11.0852527 2.5656215 8.7734442 11.7542053 11.0773691 14.2663791 8.8510188 8.9778334 8.4904289 10.1649094 9.2368626 14.1296468 1.3025823 8.9143445 10.9264635 8.1099372 5.2844364 6.8448401 12.5742785 NA 6.7422057 11.1787919 9.6054493 9.4069186 9.6513102 8.0786861 4.9113896 4.4069176 3.3025823 10.7426206 3.6810894 7.3115712 8.1430454 NA 8.8525592 5.7085735 11.3450622 12.7730375 11.4896866 10.6627706 11.0624702 3.2285878 1.9806469 7.9024951 11.1050984 9.9799493 7.5805669 9.8269279 11.3865931 5.2844364 6.3643588 10.4482594 11.7216995 10.5618545 8.9876813 0.5655972 6.9172921 10.6681521 10.0284595 8.2567781 9.4824912 TCGA-56-A49D 67 0 NA 637 lung stage iiia t2a n2 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 53 1953 r0 white NA NA NA 1 4 NA NA 4 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.321297088 0.002882509 -0.997117491 7.269682138 9.059533202 3.646750217 5.152641795 1.810237431 8.269682138 0.002882509 NA 6.617605575 2.324810603 3.395213644 0.002882509 NA NA -0.997117491 1.324810603 7.553642348 11.614842468 8.351623471 1.810237431 8.756112271 3.703333302 13.694966083 NA NA NA 2.002882509 6.014123158 0.002882509 14.600481094 10.591610140 10.906400823 9.692893553 3.462327216 NA 10.404308375 1.002882509 8.499269890 3.587857008 NA 8.744362615 11.266710481 4.677017676 10.198267733 11.924364560 10.391451009 10.286007030 3.957088108 NA 8.597220151 NA 3.646750217 9.789981870 6.152641795 9.011323991 NA 8.360447682 6.100927203 5.797311346 2.909792302 -0.997117491 7.283666242 NA NA 9.156447434 4.957092753 NA 0.587845009 10.203794080 7.801043515 5.661108247 2.324810603 3.172823508 0.002882509 2.909792302 9.402707470 2.002882509 7.132178895 4.312505446 -0.2859000 0.0968860 0.0968860 1.0366000 3.1289000 0.3538900 0.3538900 0.4070200 -0.3188500 0.3477000 0.3477000 2.3206000 0.9786300 0.4242700 0.3284200 0.1158700 0.3679700 -0.3167400 0.3720700 0.3970300 -0.2876800 0.0782200 0.3382800 0.3382800 0.3646900 0.3646900 0.3630500 2.3266000 0.3968600 1.2856000 0.3859200 -0.2859000 -0.3122000 0.0968860 -0.3122000 -0.3295400 -0.3310400 -0.3310400 1.0001000 -0.3224600 -0.3113800 -0.3113800 -0.3113800 -0.3042200 -0.9878300 0.3623900 1.0547000 0.3477000 -0.3296500 -0.3230000 -0.2923100 -0.2923100 -0.2923100 -0.3008100 -0.3155800 -0.3155800 0.3358500 -0.3107900 0.3124900 0.3124900 -0.3024600 -0.2805500 -0.3130700 0.3720700 -0.2876800 -0.2876800 -0.2960900 -0.2952600 -0.2824500 -0.2775700 0.0782200 0.9642100 -0.2678700 0.3646900 -0.2939600 -0.2939600 0.3968600 0.0303780 -0.0191110 0.0045081 -0.0027039 -0.316 -0.316 0.312 0.312 -0.292 -0.292 -0.313 0.370 -0.288 -0.296 -0.296 -0.282 0.000 0.338 0.338 -0.268 0.365 -0.286 -0.286 0.363 0.070 -0.294 0.397 0.000 0.000 0.701 1.009 -0.311 -0.311 -0.017 -0.300 0.358 0.358 0.024 0.029 0.662 0.979 -0.301 -0.301 0.000 0.000 -0.316 -0.316 0.312 0.312 -0.292 -0.292 -0.313 0.370 -0.288 -0.296 -0.296 -0.282 0.000 0.338 0.338 -0.268 0.365 -0.286 -0.286 0.363 0.070 -0.294 0.397 0.000 0.000 0.701 1.009 -0.311 -0.311 -0.017 -0.300 0.358 0.358 0.024 0.029 0.662 0.979 -0.301 -0.301 0.000 0.000 6.420748495 7.643140436 1.324810603 5.646753096 6.222064557 7.606522178 11.181871499 8.873260149 9.230511421 2.002882509 7.894678943 NA 1.587845009 11.370583287 -0.997117491 11.171567636 9.320308211 8.655740359 10.721424100 13.907765293 5.510689806 11.023875474 12.236215599 NA 8.863982419 0.002882509 5.132177867 8.751088417 10.520559950 1.938361077 0.587845009 13.982008050 8.302103325 9.274358583 4.288299495 11.114357264 9.419693097 10.494248 12.573344 9.851518 NA 9.552680 10.480654 12.595820 8.779329 9.180315 10.074358 8.462327 10.343753 11.363743 12.440908 13.404442 9.885539 8.185290 10.674437 8.837366 12.987848 11.172507 4.558402 11.924365 11.234117 10.496251 10.291185 7.014123 13.574185 10.821078 7.740988 11.579144 10.577015977 11.504235139 0.587845009 8.935110229 12.321297088 10.086374841 13.478944246 9.179068600 9.526212432 9.461302220 9.443764728 9.723994662 15.909633465 8.269682138 8.462327216 11.110766405 7.292914236 5.557483614 8.877876736 11.115660794 -0.997117491 8.470501074 11.413346872 9.622198462 9.200112202 10.591610140 8.952722322 6.526456985 8.011323991 6.542053705 9.525476960 NA 0.587845009 7.717141053 0.587845009 8.917280771 1.810237431 10.198267733 13.323907540 9.968679751 10.696818034 11.045580849 3.957088108 0.002882509 -0.997117491 10.514154026 10.359347438 7.412286149 9.789981870 10.732940981 6.014123158 6.668231192 9.011323991 12.758617653 10.921013381 9.537198401 NA 10.366482760 10.432704951 9.668231370 7.790798098 10.043185219 TCGA-56-A4BW 55 0 NA 585 lung stage iia t2a n1 m0 male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 120 1969 r0 white not hispanic or latino NA NA 3 3 NA NA 3 1 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4119331 NA NA 7.0391165 6.2459900 1.5345099 6.8460708 -0.7873684 2.6719953 6.1314310 0.2125071 11.1104130 6.5612956 4.5344974 -0.7873684 NA -0.7873684 NA NA 6.4699560 11.6923478 9.1028318 3.9674545 8.5590814 1.7975111 11.4247599 -0.7873684 4.2125693 NA 0.7975111 6.5071889 0.2125071 15.4873599 9.6842428 11.7081727 11.4449885 5.6048838 NA 11.1572796 5.5524170 9.4467025 3.7975318 NA 0.2125071 11.3632510 5.3623156 10.8510035 12.5399798 12.2399552 9.5203262 4.5344974 NA 9.4828628 NA 2.3825013 10.7989382 4.8272754 11.1481009 NA 8.9641115 6.0952113 5.5524170 -0.7873684 0.2125071 5.9130067 0.2125071 NA 9.2012523 6.7899965 NA NA 10.5761548 -0.2120661 3.3000358 4.1792722 1.2125693 3.9674545 1.7975111 8.8401016 -0.7873684 7.5117756 3.4604936 0.00499690 1.04660000 -0.00325390 1.13560000 -0.64790000 0.69596000 0.69596000 0.01307400 0.01307400 1.04830000 3.65690000 -0.57344000 0.10147000 -0.55216000 -0.01766600 0.95672000 0.00471900 -0.03392500 0.05380600 0.00000000 0.40211000 -0.02644100 -0.53896000 -0.00207840 -0.00443120 -0.00443120 1.57890000 0.49130000 0.48716000 -0.20933000 0.00499690 0.00499690 0.52705000 -0.00325390 -0.01670400 -0.56972000 -0.56972000 -0.56972000 3.65690000 -0.53561000 -0.04143100 -0.05010000 -0.05010000 -0.54300000 -0.55487000 -0.02767100 0.01307400 -0.57516000 -0.57101000 -1.16320000 -0.56565000 -1.09360000 -0.55216000 -0.55216000 -0.63727000 0.53784000 -0.00069303 -0.09247800 -0.51926000 -0.53920000 0.00471900 0.01391100 0.01391100 -0.54824000 -0.55347000 -0.56757000 0.45207000 0.44545000 -0.02644100 -0.02644100 -0.02644100 -0.56374000 -0.09115500 -0.00443120 0.00110930 -0.56604000 0.48716000 0.91481000 -0.20933000 -0.20933000 -0.20933000 0.000 0.000 -0.519 -0.519 0.949 0.000 0.000 0.000 -0.554 0.452 0.452 0.000 0.000 -0.537 -0.518 0.000 0.000 0.000 0.000 0.491 0.491 -0.566 0.487 0.557 0.000 -0.462 0.545 -0.456 0.000 0.680 0.000 0.000 0.000 -0.001 -0.575 -0.572 -0.471 -0.552 0.000 0.705 0.705 0.000 0.000 -0.519 -0.519 0.949 0.000 0.000 0.000 -0.554 0.452 0.452 0.000 0.000 -0.537 -0.518 0.000 0.000 0.000 0.000 0.491 0.491 -0.566 0.487 0.557 0.000 -0.462 0.545 -0.456 0.000 0.680 0.000 0.000 0.000 -0.001 -0.575 -0.572 -0.471 -0.552 0.000 0.705 0.705 7.6177091 7.9972026 1.5345099 8.2459904 7.8849928 9.5412424 11.3759027 8.3589834 9.4758368 -0.7873684 6.7748095 0.7975111 2.7975318 12.0277507 -0.7873684 11.2597733 7.1783521 8.2542265 10.5831514 13.8830578 4.4604936 10.6857659 11.7738555 -0.6631454 9.3482769 NA 2.9130138 9.3079647 9.2637765 -0.6631454 3.1194558 15.3431783 7.2840301 9.9181999 5.3210911 11.6599091 9.2624160 12.6768580 12.0666567 10.1696696 NA 10.0191171 7.7594621 10.8231311 9.3597724 7.5962718 12.9157141 8.7594621 12.7852405 10.9306722 10.4892736 13.7590400 11.1912780 6.0069824 11.0689931 10.3282615 12.9428254 10.5203376 4.7079444 12.5399798 12.0678254 10.7331862 10.3724388 8.4413864 12.9041900 11.5129201 0.7975111 9.5995079 10.8249754 11.7385777 2.0199154 9.0454574 11.4119331 10.3444245 14.5296968 9.0102290 8.7198864 8.9807520 9.4060929 8.7594621 14.9691239 2.6719953 8.7594621 11.6224888 7.3158551 5.7671569 8.7881069 13.8656925 -0.7873684 8.1580113 10.8217462 9.5535302 8.9840570 9.6842428 9.5854326 6.7594621 6.3418506 4.5701168 9.4317360 NA -0.7873684 7.6596506 0.7975111 9.6482378 6.6304200 10.8510035 12.9068166 10.7685945 11.2977080 10.7029170 4.5344974 3.0199154 6.1783521 11.0331454 11.5978907 8.6923477 10.7989382 11.5214754 6.7975305 7.9741186 11.1481009 12.2593505 10.3418506 8.9988372 7.1433046 9.6771134 12.6082409 10.1440438 8.7223424 10.1284469 TCGA-56-A4BX 70 0 NA 405 lung stage iia t2b n0 mx male 2012 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 83 1957 r0 white not hispanic or latino NA NA 5 1 3 2 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3812388 -1.3606752 0.6391395 8.0903512 0.9611047 -1.3606752 5.3591451 NA 10.1763583 5.0985712 -0.3608605 3.3940339 -1.3606752 5.1309926 NA NA 0.9611047 4.5517928 NA 6.4656888 11.7402949 10.1666169 4.6391395 7.7709968 NA 11.0630437 -1.3606752 4.6164224 NA -0.3608605 4.5217857 -1.3606752 13.2254520 10.2226929 11.7226192 11.0282335 1.8090851 0.2241638 12.3815546 0.6391395 8.2854646 1.2241020 -1.3606752 NA 11.0966619 4.0461505 11.1958855 14.0525609 11.1269800 11.5238924 5.1783003 NA 11.7084219 NA 3.8090645 9.7574322 NA 11.3024756 1.6391395 8.0944673 2.6391395 1.6391395 NA NA 3.2830031 NA NA 8.9000595 6.4593185 NA -1.3606752 7.2611914 NA NA NA -0.3608605 -0.3608605 -0.3608605 6.3602396 NA 8.8301992 NA 0.118880 0.266080 -0.095516 3.656900 -0.823460 0.627880 0.627880 0.033267 0.033267 1.183700 0.439860 -0.212680 0.845930 -0.527880 0.114180 0.102350 0.102350 0.580050 0.000000 0.000000 -0.037490 0.344040 -0.474690 0.129480 1.412000 2.853400 -0.038442 -0.038442 0.394630 0.026514 -0.530120 -0.530120 0.266080 -0.095516 -0.095516 -0.526550 -0.526550 -0.526550 -0.526550 -0.823460 -0.823460 -0.823460 -0.779390 -0.512700 -0.523380 -0.059000 0.033267 0.439860 0.143860 -0.463930 -0.527880 -0.527880 -0.527880 0.120980 1.366600 1.366600 -0.495170 0.114180 -0.609990 -0.609990 -0.058058 0.023286 0.580050 0.000000 -0.038333 -0.038333 -0.472150 -0.311200 0.091155 0.439520 0.344040 0.129480 0.362640 -0.615470 -0.347900 -0.499650 0.394790 -0.078544 -0.078544 -0.078544 0.026514 0.873 -0.493 0.114 -0.496 0.102 0.102 0.580 0.000 0.000 -0.214 -0.429 -0.227 0.344 0.129 0.129 -0.227 -0.590 -0.411 0.119 0.000 0.000 -0.500 0.395 0.266 0.266 -0.527 0.000 -0.823 -0.823 0.115 -0.513 0.000 0.000 0.417 0.417 -0.464 0.600 -0.407 0.121 0.000 0.000 0.873 -0.493 0.114 -0.496 0.102 0.102 0.580 0.000 0.000 -0.214 -0.429 -0.227 0.344 0.129 0.129 -0.227 -0.590 -0.411 0.119 0.000 0.000 -0.500 0.395 0.266 0.266 -0.527 0.000 -0.823 -0.823 0.115 -0.513 0.000 0.000 0.417 0.417 -0.464 0.600 -0.407 0.121 0.000 0.000 7.7837984 7.9944909 -1.3606752 9.0612046 7.4593185 9.8607271 10.8733586 7.6049246 9.3053639 2.0985880 7.7658443 NA -1.3606752 11.1994727 0.2241638 11.4739625 7.4237748 9.3906840 10.5869010 15.5348809 3.1627095 9.8388123 11.3782876 1.2479275 12.6454660 0.2241638 7.4846296 8.4545230 10.5202462 NA 2.6391395 16.0923060 7.9655696 8.9406360 3.2241020 11.0846721 8.8351273 10.4720300 11.7582432 10.3172999 -1.3606752 10.2085209 10.4229567 11.0046422 8.6306617 8.2703168 10.5464062 7.7735665 12.2858910 11.1262263 11.3490853 14.1957358 11.3055858 0.9611047 10.5591206 6.5460301 11.9826033 10.6535092 4.6566165 14.0525609 11.0152653 8.2409106 10.4865888 6.7052287 12.9153094 13.8176103 3.2830031 10.5676583 11.1799945 10.9009411 -0.3608605 10.1499041 11.3812388 10.6370250 14.7701516 10.1103071 9.7026968 8.2648488 10.1184150 10.7844353 11.9457713 10.1763583 7.7735665 11.4168062 4.1309967 4.4464945 4.1309967 10.8909182 NA 6.1469342 11.7005111 8.9508883 6.5991422 10.2226929 8.7709968 0.2241638 0.2241638 2.0985880 8.8227754 -1.3606752 6.5278836 7.1148730 0.6391395 9.4869802 2.3395935 11.1958855 12.4797212 10.3216957 10.4085645 11.9496107 5.1783003 3.8485979 6.4846296 8.8607270 9.5991418 4.2538532 9.7574322 11.4029747 7.3499464 6.2013829 11.3024756 12.0580467 9.9233857 7.9012350 6.1782983 7.9152645 8.3826279 9.9222283 8.4172171 11.1553324 TCGA-56-A4BY 66 1 543 NA lung stage ib t2a n0 mx male 2012 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 65 1961 rx white not hispanic or latino NA NA 6 2 NA NA 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.84004361 NA NA 8.06766399 NA 2.13691321 3.91781362 -1.32264962 11.35323148 3.92542033 -1.32264962 6.51669913 0.99942281 3.53548068 1.99942281 NA 2.13691321 3.54933649 0.26243316 8.08050684 11.27740777 7.77815731 6.23208318 9.95070781 1.84743575 9.35168729 0.26243316 NA -0.32246921 2.58438531 7.06551200 2.26246323 14.70092336 10.87501884 11.08237042 11.18974161 3.80677773 0.26243316 11.42316929 -1.32264962 9.27264984 3.32135090 -1.32264962 8.35873339 12.06305675 2.68198891 11.47940535 12.42238027 10.69256145 10.54783268 6.12043904 NA 10.07463481 NA 3.67749697 9.73006300 4.20105353 8.30137638 NA 9.69081759 5.18528777 6.24735032 -1.32264962 -0.32246921 5.91589850 0.99942281 NA 9.76097421 5.75431031 NA -0.32246921 9.98298673 0.09437121 4.43238489 1.67748569 1.84743575 0.67753079 7.26995231 9.18924761 NA 8.27926559 2.41302534 0.0107030 0.6169700 0.0338310 3.6569000 0.0146090 0.6337200 0.6337200 0.0620800 0.0620800 0.0000000 0.0000000 -0.5821200 0.5641800 -0.0037395 -0.5827400 0.0179630 0.0179630 -0.5237500 -0.2807300 -0.2833500 0.0312950 1.0642000 0.5645400 -0.5572700 1.0367000 0.5445300 0.0116790 0.0116790 -0.0206870 -0.0659840 -0.0460410 0.0107030 0.5978100 0.0338310 -0.5711800 -0.3059200 -0.6032200 -0.6032200 0.5380100 0.0146090 0.0266540 0.0266540 0.0266540 -0.2987400 -0.2987400 0.8672800 -0.2857200 0.0000000 -0.5999300 -0.5837400 -0.0037395 -0.0037395 -0.0037395 -0.0037395 -0.5885200 -0.5885200 -0.5791000 0.0055529 -0.5827400 -0.5778200 -0.0012473 -0.5267500 -0.5267500 -0.2807300 0.0279190 0.0279190 -0.1379400 -0.1379400 -0.5850000 -0.0519910 -0.0523960 -0.5574700 -0.0753450 0.5445300 0.1070100 0.1070100 -0.0135400 -0.0732090 -0.0732090 -0.0732090 -0.0659840 -0.589 -0.589 0.000 0.000 0.000 0.000 -0.521 -0.279 0.000 -0.138 -0.138 -0.571 0.000 0.007 -0.557 0.000 0.545 0.000 0.000 0.000 0.000 0.107 0.000 0.585 0.000 -0.266 0.272 0.000 0.000 0.634 -0.299 0.000 -0.260 0.000 0.000 -0.520 0.000 0.000 0.000 0.000 0.000 -0.589 -0.589 0.000 0.000 0.000 0.000 -0.521 -0.279 0.000 -0.138 -0.138 -0.571 0.000 0.007 -0.557 0.000 0.545 0.000 0.000 0.000 0.000 0.107 0.000 0.585 0.000 -0.266 0.272 0.000 0.000 0.634 -0.299 0.000 -0.260 0.000 0.000 -0.520 0.000 0.000 0.000 0.000 0.000 9.3392730 7.6229391 0.6775308 5.8771675 5.6082326 9.7536425 10.7576463 8.8747115 9.8291457 0.9994228 7.0740997 -1.3226496 -0.3224692 12.1748478 -1.3226496 11.9614514 8.7951380 8.8361047 11.4237300 14.3701104 4.5843853 10.7133250 12.0174841 NA 6.5040435 NA 3.6316864 9.4130509 10.6626075 6.1535520 5.5843853 15.3043019 7.9135094 10.5726915 6.0438169 12.0166490 9.6562053 10.8663928 11.6711410 10.1803268 -0.3224692 9.7381909 6.2995469 11.9507077 9.5715547 9.1663394 10.2137422 9.2387828 10.4900292 9.3231534 12.5700112 14.8078041 11.2181074 6.9767027 10.7402157 8.1162868 12.9749128 11.8773206 5.3371330 12.4223803 11.9237902 10.2330427 11.0405346 7.9835569 12.7502263 12.8825245 2.6774857 9.8996861 10.7599767 9.4872630 1.4848599 9.7253005 11.8400436 9.2615179 15.0691403 9.9518730 9.3774492 8.9254224 10.0990339 8.8881664 14.3037744 11.3532315 9.2387828 11.4892710 7.3951716 7.2127707 9.1451004 9.6554903 NA 7.6052728 11.3454935 8.7408901 8.0974549 10.8750188 9.5926275 6.4719109 6.8170463 4.3499172 9.4572142 0.2624332 5.8574038 8.6126599 0.9994228 8.9325236 1.4848599 11.4794053 12.8459320 10.7314209 11.0929727 11.6894210 6.1204390 -1.3226496 -1.3226496 10.6974331 10.3095814 6.0525354 9.7300630 11.7581460 10.5959855 6.6943036 8.3013764 12.0022381 10.2843628 9.0306418 5.4189624 7.6141327 9.9890957 10.7280239 7.9442816 9.4088140 TCGA-56-A4ZJ 75 0 NA 640 lung stage ia t1a n0 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 NA r0 white not hispanic or latino NA NA 2 4 NA NA 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1154315 0.8384274 1.6457939 6.5731442 NA 3.7926263 6.4746242 2.5388858 9.7126477 7.8524552 1.8384274 10.2205184 9.1524514 5.9779851 0.4234168 -0.1614919 3.0083614 1.7063316 -1.1616533 8.3911039 11.3108718 9.3668889 3.9677220 8.4494594 3.7453234 12.0030275 1.8384274 3.0083614 -1.1616533 4.0083614 9.1715902 -1.1616533 14.4932654 9.2025693 11.8564610 11.6645859 5.5799012 NA 10.2129309 2.0083435 9.4280017 5.4677914 NA NA 11.0996923 6.7596805 10.3387787 11.5822173 10.9580243 10.3528332 4.9258998 NA 9.0220701 2.1603717 5.1052213 11.0612296 5.0672515 10.0096116 -1.1616533 8.5832686 7.5249350 7.0576030 -0.1614919 -1.1616533 7.1192057 -1.1616533 -0.1614919 9.4677914 5.6197945 NA -0.1614919 9.3872565 NA 4.4233966 3.2376096 3.7926263 1.6457939 5.0478873 9.9664290 -1.1616533 6.5663555 3.5017831 0.0127950 0.0094491 0.0094491 0.3619900 1.1236000 0.5802300 0.5802300 0.0104240 0.0104240 0.0572260 -0.0936370 0.0095883 0.0095883 -0.1801700 -0.1472100 0.0107030 0.0107030 -0.0816050 -0.0943280 -0.0943280 -0.0780110 0.3239800 0.0252500 0.0252500 -0.0272610 -0.0272610 0.1942500 0.1954500 0.1848000 -0.0200010 0.0110080 0.0127950 0.0094491 0.0094491 0.0094491 -0.1854300 -0.1854300 -0.1854300 0.3619900 0.0055529 -0.1742400 -0.1742400 -0.1742400 -0.1696700 -0.1667500 0.0086762 0.0091705 0.0572260 0.1983200 0.0095883 -0.1801700 -0.1801700 -0.1801700 -0.1801700 -0.0068733 -0.0068733 -0.0062286 -0.1472100 -0.0164290 -0.0164290 0.0107030 -0.0816050 -0.0816050 -0.0863860 -0.0893020 -0.0780110 0.0000000 0.0000000 -0.1606400 -0.1606400 -0.1924900 0.0252500 -0.1684100 -0.0272610 -0.1921200 -0.1247300 0.1848000 -0.0200010 -0.0200010 -0.0200010 -0.0200010 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.161 -0.161 0.000 0.000 -0.141 0.000 0.000 0.000 0.195 0.195 -0.125 0.185 0.000 0.000 -0.185 0.177 0.000 -0.174 0.413 -0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.161 -0.161 0.000 0.000 -0.141 0.000 0.000 0.000 0.195 0.195 -0.125 0.185 0.000 0.000 -0.185 0.177 0.000 -0.174 0.413 -0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 8.1581067 7.2937622 2.0083435 3.9677220 7.6457895 9.6165119 9.9799033 8.6165117 10.9387685 -1.1616533 7.6360960 0.4234168 2.9259045 12.3312894 -1.1616533 11.2422457 7.4120820 8.4308920 10.1872459 13.9022511 6.2978664 11.0624364 11.7035881 -0.1614919 8.7408099 NA 6.2134737 9.3727375 8.9192522 4.0984617 1.8384274 14.9623136 6.4894867 10.0239297 5.3302895 11.3292856 9.7248934 10.4921756 12.0527539 10.0257868 -0.1614919 8.1648642 8.0208289 12.3448663 8.9957816 6.0672536 10.4867923 7.0863624 10.2013375 9.1513177 10.7095699 14.0403289 11.4721112 7.9098973 10.2834496 9.7558068 13.3626704 10.6780322 4.9032311 11.5822173 11.2312888 10.9910365 10.1843944 7.1738250 13.3363302 10.8739212 1.8384274 9.9560779 10.9045239 12.7296488 2.4233899 8.8128492 11.1154315 10.0083597 14.3724309 9.0851753 7.3501878 9.0911003 9.5492412 8.9599683 16.3085694 9.7126477 7.0863624 10.9773465 8.6066191 6.4750589 8.1959868 12.5626288 -0.1614919 9.1479111 10.2339689 9.9072131 10.7765441 9.2025693 8.4439141 6.1422153 7.4568201 7.2937622 9.8725459 NA 2.5388858 8.2478255 1.8384274 8.9919869 4.6197945 10.3387787 12.4069847 10.8828289 9.9495704 10.5397412 4.9258998 -1.1616533 1.1603394 12.2104836 10.0827986 7.3698163 11.0612296 11.4369525 7.9881819 6.0958232 10.0096116 12.4548687 10.2302154 9.8320808 NA 10.7580429 10.8164802 9.6041353 7.5765267 10.5924871 TCGA-56-A4ZK 76 0 NA 570 lung stage ib t2 n0 m0 female 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) NA 1955 r1 white not hispanic or latino NA NA 5 2 NA NA 2 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.123536876 -1.235144329 0.764855671 7.280585203 NA NA 2.465321514 0.349818172 11.292118330 5.122436667 -0.235144329 6.256738955 4.719079370 3.157205438 NA NA NA 0.265676925 -1.235144329 6.742165244 11.321152212 8.745025175 4.465328045 8.392419610 2.852358467 11.601133318 NA 0.349818172 NA -1.235144329 5.451385873 -1.235144329 13.720398921 9.745025175 11.318034953 11.757115946 3.852348478 NA 11.636790902 0.764855671 9.128253957 3.012818933 NA NA 11.156424680 5.123844122 11.005975076 13.209835845 11.617220092 10.189881253 4.809280665 -1.235144329 10.159884200 NA 0.764855671 9.526436835 5.086813482 8.497900924 0.349818172 9.179571012 7.591434080 2.671768908 NA 0.349818172 5.610375254 NA -0.235144329 9.165765000 6.224318164 -1.235144329 NA 8.968233632 0.260627908 4.934808974 NA -0.002454669 1.086783766 3.572234851 9.542140981 NA 7.516429673 1.722815726 0.0847870 0.0791590 0.0876790 3.6569000 0.0975420 0.6173400 0.0662290 -0.1958000 -0.1909300 0.0788710 0.0885480 -0.4833400 0.8506700 0.0736900 -0.2108200 -0.2622700 0.0696690 3.6569000 0.0849320 0.9465000 0.1238800 0.0000000 -0.2204700 -0.2042300 -0.0047079 -0.0047079 0.6218800 0.6218800 0.0404680 -0.0683950 -0.5020400 -0.4947500 0.0683780 0.0650770 -0.4950700 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0.000 9.0789023 8.2884476 2.0868177 9.7212619 9.2015971 9.5280981 11.4616359 8.8992222 9.7747143 1.0867838 7.6103760 NA 0.7648557 11.5076162 NA 11.7844834 7.7364290 9.2284101 11.1706654 14.2946517 3.8092807 9.9700681 11.9571785 -0.2351443 12.0900506 NA 0.7648557 9.0020957 9.5322425 2.8608039 5.8941678 15.7385943 7.6414030 9.6213112 3.7648875 12.0052298 9.8954562 9.941059 12.679831 10.170559 NA 9.737148 10.029915 11.303560 9.272680 9.497901 9.746453 8.869484 11.438833 7.924757 12.233510 13.492274 11.069237 7.228410 10.426218 5.364800 12.790804 10.833664 5.995819 13.209836 10.406034 9.878628 10.267717 6.820169 12.896617 13.081521 2.465322 10.101392 11.0418825 12.2577403 0.3498182 9.1518258 11.1235369 10.0092495 13.7488127 10.1529030 9.6783660 7.7648855 10.0246290 9.9900932 15.4137637 11.2921183 8.8694843 11.7119747 7.0868135 4.7872548 8.7292265 10.1388384 NA 7.9423051 11.0994383 8.2786135 8.6536290 9.7450252 8.2406192 7.5560485 6.6414030 4.4087390 9.6566694 -1.2351443 0.3498182 7.7564075 0.3498182 9.0652381 3.9348090 11.0059751 12.3451442 10.1995140 10.6841214 11.2845219 4.8092807 NA 1.7648981 10.2746607 9.3252184 3.5197683 9.5264368 11.8265944 11.1423674 5.5063512 8.4979009 11.5201906 9.8031188 9.1880015 1.0867838 7.3156323 10.1195208 9.6844939 7.8838267 10.2805856 TCGA-56-A5DR 81 0 NA 4 lung stage ia t1a n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 6 1 NA NA 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8124993 NA NA 8.6150627 NA 1.8287940 1.9987010 -1.1713684 10.1512848 4.1141921 NA 11.4998919 1.8287940 4.3523560 -0.1712060 NA NA NA -1.1713684 6.0767216 11.7891572 7.4726494 1.1506896 7.8704523 2.2882109 12.8151686 -1.1713684 NA NA -1.1713684 7.4762512 2.9987190 12.9766341 10.0382466 11.5477541 11.5767763 5.8622158 NA 8.7190575 NA 8.3013215 3.2211037 NA 4.4435006 11.7208312 3.0827877 11.0139783 11.1948121 12.0982121 8.9977285 2.9162473 -1.1713684 9.3718250 NA 0.8287940 10.5528806 3.5292338 10.5395996 NA 7.7742369 3.5292338 4.6361490 -1.1713684 -1.1713684 6.7887953 NA NA 9.3126089 3.9162569 NA -1.1713684 10.9251789 0.8106487 2.6361490 NA 1.9987010 -1.1713684 NA 8.5498925 NA 5.4137565 4.2707382 0.000000 -0.057184 -0.040821 0.801210 -0.174430 2.236700 2.236700 -0.267870 -0.267870 0.367970 0.367970 0.465450 0.465450 -0.089087 0.215680 0.265530 0.265530 -0.389120 -0.058269 -0.071406 0.220450 -0.028970 0.218910 -0.361530 0.287620 0.287620 0.500040 0.267680 0.217220 0.478640 0.000000 0.000000 -0.081156 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0.4137024 7.5152938 6.2038335 9.3425207 10.5227157 8.0406815 10.4010196 NA 6.9425356 NA 0.4137024 10.8789819 -1.1713684 10.5283656 5.4726502 9.9804439 10.9488982 14.4737197 2.5292213 11.3955608 11.2304727 -0.1712060 9.6329242 0.4137024 2.9987190 9.0394644 10.4503827 NA 0.8287940 14.9685843 7.1951153 9.1664152 4.4726502 10.2999603 9.2861740 9.752863 12.428822 9.526630 2.413757 9.055205 7.137133 11.199208 8.997465 8.885431 11.910776 6.255059 11.076406 10.546470 13.867712 13.472255 11.399835 7.367952 11.176691 6.583680 13.033670 11.168086 4.422448 11.194812 10.735684 9.741683 9.806073 6.851161 13.309701 9.869768 6.221111 10.708376 11.130004 10.755830 -0.171206 8.458150 11.812499 10.969623 13.895218 10.052795 9.911687 8.271737 9.547326 9.240304 13.635091 10.151285 6.255059 11.527281 4.529234 4.610151 7.168643 12.145358 NA 6.926825 10.100840 8.517043 9.721336 10.038247 8.476252 5.501219 5.487004 3.352349 8.700698 5.076722 1.150690 7.645777 -1.171368 9.538739 1.828794 11.013978 12.904607 10.803925 11.016145 11.277168 2.916247 -1.171368 10.669964 10.939929 9.472649 3.076713 10.552881 12.056409 6.246646 2.288211 10.539600 12.735308 11.056409 8.709907 0.828794 7.711436 9.233253 10.377615 5.905608 10.434736 TCGA-56-A5DS 72 0 NA 8 lung stage ib t2a n0 mx female 2012 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1962 r0 white not hispanic or latino NA NA 2 4 4 4 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.1026971990 -0.9991346426 3.5856836680 7.2438956266 NA 1.0007211672 4.6445773570 -0.9991346426 3.8080760893 6.0119495405 0.0007211672 9.5075249024 6.2486486807 6.4519331031 0.0007211672 NA NA 1.5292712437 NA 7.7252353613 11.8797303449 7.4805018352 5.0881840085 9.2780089160 4.2861270835 13.0602349859 -0.9991346426 3.8080760893 -0.9991346426 NA 7.4016006035 2.7011719775 14.4453792770 10.1954783908 11.8743578888 11.2116971795 6.6300777873 NA 11.0684919942 5.7556086694 8.8245823500 4.0451196562 NA NA 11.8532100840 5.1504703177 10.4637349382 13.7224017802 11.3814531314 10.4451100565 4.9549174776 NA 9.3962556239 NA 3.5242893927 10.7098053244 5.1300041842 10.5203578130 NA 8.8833645221 6.1706461687 6.0451152866 NA 1.5856836680 5.1092477138 NA -0.9991346426 9.4662879800 6.1402735423 NA NA 9.9046033140 -0.4532413296 5.0881840085 0.0007211672 2.1706621905 4.3226492621 5.5242831233 8.8787725397 NA 7.1144638539 3.9080923408 0.00346870 0.16535000 0.16535000 0.45496000 0.00305220 0.35741000 0.35741000 -0.00182440 -0.00182440 0.00152550 -0.00071891 0.24529000 0.24529000 -0.21726000 -0.00387790 -0.00138580 -0.00138580 -0.03885000 0.00000000 0.00000000 -0.00263220 0.06136500 0.50828000 -0.00885260 -0.00871460 -0.00871460 0.00763920 0.00763920 0.26169000 0.01447000 0.00346870 0.00346870 0.16535000 0.16535000 0.16535000 -0.23254000 -0.23254000 -0.23254000 -0.23254000 0.00305220 0.00305220 0.00305220 0.00305220 -0.26252000 -0.26252000 -0.00182440 -0.00217560 0.00152550 -0.00071891 -0.27296000 -0.21898000 -0.21726000 -0.21726000 -0.21726000 -0.00429290 -0.00429290 -0.00429290 -0.00387790 -0.00387790 -0.00387790 -0.00138580 -0.03885000 -0.03885000 0.00000000 -0.00263220 -0.00263220 0.00610900 0.00610900 0.06136500 0.06136500 0.06136500 -0.00885260 -0.00871460 -0.00871460 -0.00332430 -0.00221680 0.26169000 0.01447000 0.01447000 0.01447000 0.01447000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.262 0.165 0.165 -0.233 0.222 0.000 0.000 0.357 -0.263 0.000 0.000 0.000 0.000 -0.028 0.245 -0.217 -0.217 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.262 0.165 0.165 -0.233 0.222 0.000 0.000 0.357 -0.263 0.000 0.000 0.000 0.000 -0.028 0.245 -0.217 -0.217 0.000 0.000 8.8509085 8.3136046 1.3226781 7.4311741 7.0560036 9.4539922 10.8040454 8.1580684 9.9636175 2.1706622 7.6409665 NA 1.0007212 11.2403201 0.5857317 10.8363772 8.3090607 8.7902553 10.5419683 13.9750465 4.9314609 10.8864179 12.2338918 -0.9991346 9.6828384 1.0007212 4.8833667 9.3768469 9.5658140 5.1163356 3.7011609 14.5099089 7.3670434 8.6802016 5.4436663 11.4095820 10.1157652 10.4652673 12.2086510 10.3232131 0.5857317 10.5119800 8.9549178 11.0604040 9.8104897 7.2438956 10.8563687 9.0828705 10.9797786 11.4642459 10.4085204 14.2581094 10.6558050 7.4227864 10.5662996 9.5514683 12.8552004 11.0931483 4.4145212 13.7224018 11.7067858 10.1498335 10.5950461 7.8864178 13.1305366 12.4434059 3.7011609 10.9117389 10.7593612 11.2733513 -0.9991346 9.1170654 12.1026972 10.6963849 14.5746929 9.1954783 9.2343171 8.6209412 10.0007216 8.7337370 14.4361965 3.8080761 9.0828705 11.5092591 8.7011612 6.2768465 10.0654643 11.6823992 NA 8.3670438 11.5281985 8.9908256 8.3316385 10.1954784 9.7647638 9.1183647 7.2721847 5.8462125 10.2313425 NA 1.3226781 8.1377125 NA 9.5941126 5.3757623 10.4637349 12.0632737 10.5485801 10.5311279 11.3347154 4.9549175 3.2486563 9.6108235 10.9567346 10.9072364 4.7556087 10.7098053 11.3296769 5.8209014 2.3226493 10.5203578 12.5312498 10.0721839 9.1261350 NA 10.4296051 10.3945409 10.3107662 8.2271336 10.4688364 TCGA-56-A62T 78 0 NA 440 lung stage iia t2b n0 mx male 2013 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 102 1962 r1 black or african american not hispanic or latino NA NA 1 2 NA NA 3 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9206776 2.3045402 NA 8.7230544 8.3805463 -1.3959287 3.7008836 0.6040713 11.6160393 11.5281834 6.8281149 10.4589816 5.5348491 7.5842530 -1.3959287 7.1890753 0.9260753 1.3886304 -1.3959287 6.3789000 11.0243366 8.0345657 3.4114669 9.4519535 -1.3959287 10.4472492 2.3045402 -1.3959287 NA 0.9260753 9.3797236 2.6915788 14.1039896 10.4515622 11.3284139 11.4890469 6.0879295 NA 11.0762963 1.9260374 9.5086802 4.3590010 NA 5.2479693 11.7455578 3.3117501 11.0768040 11.6731350 11.3646253 9.9835566 3.3590010 -1.3959287 9.4574227 5.4989306 2.8520388 9.7054325 1.9260374 9.6553221 1.6041188 8.2605381 5.6485086 1.1890971 NA -1.3959287 6.1354938 1.7740385 1.1890971 9.0594405 6.3320330 4.8709022 0.6040713 8.1059504 7.7074012 0.9260753 -0.3959287 5.8113220 1.7740385 -1.3959287 8.4306616 8.6457723 6.9169961 1.6041188 -2.5334e-01 3.8771e-02 -1.3419e-01 6.7493e-01 -2.9815e-01 2.4731e-01 4.4769e-02 -1.3860e-02 -1.3860e-02 3.5454e-01 3.5454e-01 5.0568e-01 6.0372e-01 4.4574e-02 4.0609e-02 6.2937e-02 2.7803e-02 -6.2579e-01 3.3523e-01 3.4047e-01 -2.7392e-01 5.4803e-02 -2.9426e-01 -2.9426e-01 -2.9248e-01 -2.3765e-01 6.2039e-01 5.9027e-01 7.0386e-02 8.3322e-02 -2.6767e-01 -2.5334e-01 2.7357e-02 -1.3419e-01 -2.8227e-01 -6.2541e-01 -6.2541e-01 -6.2541e-01 6.1027e-01 -2.9355e-01 -6.5547e-01 3.0122e-01 3.0122e-01 4.4769e-02 1.5809e-05 9.4491e-03 -2.9994e-02 3.5454e-01 5.7916e-01 3.2306e-01 -7.6362e-03 -7.6362e-03 -7.6362e-03 4.4574e-02 -6.2179e-01 -6.2179e-01 -6.1815e-01 -2.8323e-01 2.1603e-02 2.1603e-02 2.9044e-02 -9.6229e-01 -6.2579e-01 3.5332e-01 -6.0051e-01 -6.0051e-01 6.0651e-02 3.3464e-01 -2.8608e-01 -2.6853e-01 5.4803e-02 -2.9426e-01 -5.6565e-01 -2.3765e-01 -3.1850e-01 -2.9118e-01 -1.6574e-01 -1.2929e+00 7.6135e-02 7.6135e-02 1.0118e-01 -0.624 -0.624 -0.283 0.000 0.000 0.000 -0.626 0.335 -0.272 0.000 0.000 -0.286 -0.286 -0.294 -0.294 -0.542 -0.292 -0.277 -0.277 0.608 0.608 -0.291 -0.233 0.000 -0.134 -0.015 0.610 -0.298 -0.298 0.000 0.000 0.000 0.000 0.573 0.573 0.570 0.570 0.000 0.000 0.000 0.000 -0.624 -0.624 -0.283 0.000 0.000 0.000 -0.626 0.335 -0.272 0.000 0.000 -0.286 -0.286 -0.294 -0.294 -0.542 -0.292 -0.277 -0.277 0.608 0.608 -0.291 -0.233 0.000 -0.134 -0.015 0.610 -0.298 -0.298 0.000 0.000 0.000 0.000 0.573 0.573 0.570 0.570 0.000 0.000 0.000 0.000 9.2676713 8.1138880 0.9260753 6.4620949 6.9439635 9.4790945 11.2266227 9.0685263 11.3594181 1.4114805 5.8520413 NA -0.3959287 11.7303337 0.9260753 11.3320337 7.9748006 10.1004677 11.2827970 14.4410512 0.9260753 10.2252494 10.6782547 3.0216219 9.9872775 NA 11.2339252 9.2261651 10.4041962 NA NA 15.3186003 8.0959661 9.5590365 7.1625343 10.8662081 11.0256522 10.5407512 12.1158659 9.7423851 0.1890338 7.8567785 9.4682994 11.3664953 9.4346284 8.0491281 12.0117793 7.9395034 12.3635209 8.4258873 13.9859265 13.9030350 12.3045530 6.0303780 10.7252906 8.6471404 12.5589457 10.1257137 5.2016456 11.6731350 11.3256397 9.8714851 10.7272646 7.0798463 12.8866870 10.6822640 0.6040713 10.8697283 11.4609278 11.2925821 2.7740385 9.7506819 10.9206776 10.4686864 14.8430941 9.9004560 8.7509109 8.6223132 10.6002265 9.9638628 14.6078288 11.6160393 7.9395034 11.7215940 7.9899757 5.6593966 7.5495567 13.5041309 -1.3959287 7.5495567 10.9319466 8.1510079 10.2721117 10.4515622 7.4620940 5.7939375 4.2188199 7.0429048 9.1805977 NA 3.6041188 9.2352903 -0.3959287 8.6621051 2.7740385 11.0768040 13.6829312 11.2169818 11.5707989 11.1989044 3.3590010 2.1890655 -0.3959287 11.5858589 10.7311403 6.9169961 9.7054325 11.7649301 9.0439440 6.4867562 9.6553221 11.9429889 10.6722197 9.3789002 0.1890338 5.0798474 9.4912348 9.6389123 7.4989314 9.8250962 TCGA-58-8386 75 1 1 NA lung stage iv t3 nx m1 male 2008 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 65 NA r0 NA NA NA NA 1 1 4 2 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.1463913 NA NA 8.3273851 NA 4.1049908 6.6250264 2.6195773 8.7801099 7.5799540 0.2976023 9.0107382 10.8851030 4.1049908 -0.2873602 1.0346383 NA 0.7126398 -1.2873602 7.7543344 12.0994810 9.4052910 2.5200199 8.4303518 5.0877132 9.5296591 1.0346383 NA NA 3.1721034 7.9629741 -0.2873602 14.3165904 10.3547272 10.0480659 12.2733665 4.1389373 -1.2873602 10.7770814 1.2976610 9.7688729 4.3565312 NA NA 12.2180194 6.1753829 9.7077360 11.4028917 11.7986458 9.6217360 4.9221265 NA 9.4183078 5.2204693 5.6668730 10.4973103 4.0702262 10.4725636 NA 10.2971683 6.5768622 7.3780113 2.7126838 -0.2873602 8.0963799 NA NA 9.1178168 5.2672661 NA -0.2873602 10.0641669 1.2758414 3.8419631 7.3627934 3.9606044 2.2976316 1.0346383 10.2624602 2.1721034 5.5328530 2.8001441 -0.0012943 0.0000000 0.0132940 0.5075000 0.0548030 1.3376000 0.2962800 1.1072000 1.4718000 3.6569000 1.2190000 -0.0127130 0.6456100 0.2733900 0.5721900 -0.3071000 0.0027745 -0.0441440 0.0797350 1.2540000 -0.2938300 0.2795100 0.1635500 -0.0131270 2.0787000 -0.2835800 0.6432300 0.6432300 0.2668700 0.1194600 -0.0012943 -0.0012943 -0.0096450 0.0132940 -0.0100940 -0.3059200 -0.3201900 -0.3201900 0.0461330 -0.3231000 0.0548030 0.0548030 0.0548030 -0.3065100 -0.3065100 -0.3144700 0.2659200 0.3460000 0.2084000 -0.0127130 -0.3194900 -0.3194900 0.2733900 0.2733900 0.2361200 0.2305500 -0.3196100 -0.0069195 -0.6114900 -0.0538810 -0.0390520 -0.3317900 -0.3107100 0.0797350 -0.3184100 -0.2842800 -0.2012400 -0.3565800 -0.3163400 -0.3163400 0.2715900 -0.3238500 0.2664000 -0.2859600 -0.3047500 -0.3216000 0.2565200 0.1278600 0.1278600 0.1278600 0.1194600 -0.089 -0.320 0.000 0.000 0.000 0.000 -0.311 0.000 -0.286 0.161 0.362 -0.015 0.302 0.164 -0.292 -0.032 -0.286 0.000 0.000 0.643 0.643 -0.305 0.257 0.000 0.000 -0.306 0.018 0.000 0.000 1.361 1.055 -0.307 -0.307 -0.041 0.271 0.221 0.646 0.273 0.273 0.119 0.119 -0.089 -0.320 0.000 0.000 0.000 0.000 -0.311 0.000 -0.286 0.161 0.362 -0.015 0.302 0.164 -0.292 -0.032 -0.286 0.000 0.000 0.643 0.643 -0.305 0.257 0.000 0.000 -0.306 0.018 0.000 0.000 1.361 1.055 -0.307 -0.307 -0.041 0.271 0.221 0.646 0.273 0.273 0.119 0.119 5.99807813 7.69851716 0.29760230 5.85222611 8.00499737 7.52003009 11.21650119 9.11908248 10.27920522 0.29760230 7.78681719 NA 1.03463832 12.51357537 -1.28736020 11.16491673 7.32370062 9.46338255 11.09629605 14.13240527 5.48085966 10.55659648 11.22393394 2.10638182 8.87758231 NA 3.57065722 9.16079190 10.06802100 -0.05469195 0.29760230 14.88997820 7.89009522 10.31072797 6.19649098 11.00384619 10.60711436 11.2268964 13.3058331 10.3269252 0.2976023 7.8674937 10.8844777 11.0101650 8.9992334 10.0647189 11.6302340 8.6044591 15.0103666 7.2749176 11.2135173 13.8418377 11.4744345 8.4286374 10.3218542 9.1336884 13.3974789 10.1347402 5.1569467 11.4028917 12.0164562 10.8143229 11.5433887 8.8367968 13.6999079 9.9694739 0.2976023 10.1792618 11.4352696 11.4191715 1.5200450 9.2901043 12.1463913 10.6661445 14.8862544 9.3163019 8.8466525 7.8573335 9.8342090 9.1049929 16.1200345 8.7801099 8.6044591 11.6131650 7.3673117 5.4131168 8.6913859 12.6356315 -1.2873602 8.7679580 11.4692318 8.7652437 10.4866389 10.3547272 6.6668716 6.2283762 6.2901037 8.5248527 9.3655204 -0.2873602 0.2976023 8.1006928 -1.2873602 9.4932152 2.2976316 9.7077360 12.6680529 10.8760107 11.2062808 11.4420838 4.9221265 5.1721074 NA 11.1039190 9.5799542 7.3815603 10.4973103 11.6771969 6.7787645 6.0346031 10.4725636 12.3017414 10.3833317 10.0283911 -1.2873602 10.2720526 10.0444322 10.1151546 6.5455653 11.0844521 TCGA-58-8387 60 1 403 NA lung stage iia t2b n0 m0 male 2010 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white not hispanic or latino NA NA 4 4 NA NA 3 1 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9251797 NA 2.9965876 8.1989405 4.8590900 -0.4627536 4.5371594 -0.4627536 10.0239974 6.0917506 -0.4627536 8.3119494 7.6193118 2.1221094 NA -0.4627536 -0.4627536 0.5371469 -0.4627536 7.5201558 10.7569360 9.0626833 1.8590949 9.0821269 3.7070830 10.4604899 NA 3.4440574 NA -0.4627536 7.2445218 NA 15.3721252 10.3168818 10.0479266 11.2144416 5.2920492 NA 11.4182763 2.7070830 8.6135504 2.5371718 NA NA 10.5697041 0.5371469 10.4190411 12.0252536 9.5455910 10.7843244 3.4440574 NA 9.5801898 NA 2.1221094 10.4686386 6.4560258 10.9040310 0.5371469 8.0879094 5.4678989 3.2376096 -0.4627536 1.5371469 5.8770129 NA -0.4627536 9.3684696 4.3445161 1.8590949 -0.4627536 8.2953855 NA 6.4796768 -0.4627536 NA 4.8225670 NA 8.2271606 NA 7.1444931 4.3670145 0.00010335 3.65690000 -0.00874970 0.91862000 0.27880000 0.26604000 0.26142000 0.13392000 0.13392000 0.00000000 0.00000000 1.65500000 0.33314000 0.35525000 1.64390000 0.34856000 0.00690810 -0.32997000 0.33541000 -0.37132000 0.01220100 0.35540000 0.02957100 0.02957100 -0.02533900 -0.02533900 0.00565650 0.00565650 0.21250000 -0.02674900 0.00010335 0.00010335 -0.00557270 -0.01164600 0.00024199 -0.00598740 -0.35941000 -0.35941000 0.35687000 -0.35855000 0.00176770 -0.06909900 -0.06909900 -0.35843000 -0.35843000 0.15558000 0.08215100 0.00000000 -0.04905300 -0.34208000 -0.34873000 -0.34873000 -0.34873000 -0.01605200 0.00065797 0.00065797 0.00065797 -0.35684000 -0.33817000 -0.00460470 -0.00322120 0.01373600 0.01373600 0.33541000 0.01220100 0.01220100 -0.01481300 -0.34678000 -0.35593000 0.00149020 0.35540000 0.02957100 -0.00017390 -0.02373800 -0.33759000 -0.34633000 0.14857000 -0.01247300 -0.03262100 -0.03262100 -0.04037900 0.000 0.000 -0.334 -0.325 0.342 0.000 -0.330 -0.349 0.000 0.000 -0.332 -0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.346 0.212 0.000 0.000 0.000 0.357 -0.359 0.000 0.266 -0.358 0.134 0.134 0.000 0.000 0.000 0.333 -0.333 0.000 0.000 0.000 0.000 0.000 -0.334 -0.325 0.342 0.000 -0.330 -0.349 0.000 0.000 -0.332 -0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.346 0.212 0.000 0.000 0.000 0.357 -0.359 0.000 0.266 -0.358 0.134 0.134 0.000 0.000 0.000 0.333 -0.333 0.000 0.000 0.000 8.044957 6.894715 2.707083 4.491359 6.491359 8.488447 9.082127 8.150915 9.953960 1.537147 7.467900 NA 1.859095 12.022992 1.122143 10.994543 6.813287 8.206047 10.913934 13.246138 5.370053 11.290797 12.078743 1.604119 8.125877 NA 9.344517 9.470853 10.478203 NA 4.666444 15.096599 7.565069 8.946553 2.859095 11.042478 8.603252 9.456026 10.852312 9.469377 1.537147 12.607451 6.076322 10.933232 8.395143 7.780336 9.072438 8.556753 9.780301 11.534695 10.076321 14.242363 10.828333 7.209588 10.572649 8.206047 12.208703 10.762370 4.592008 12.025254 10.153711 9.498612 10.425145 9.725751 14.051838 12.975304 5.395145 11.742650 10.587011 10.470115 1.859095 8.676714 10.925180 11.174240 13.017699 9.558142 10.202667 9.726987 9.890309 11.790714 15.017606 10.023997 8.556753 10.865276 8.302034 6.060724 11.180117 10.637825 NA 8.144493 11.664512 9.097495 7.209588 10.316882 8.447056 9.275255 7.325065 4.785090 8.892513 1.859095 1.537147 6.548390 1.122143 8.813287 4.237602 10.419041 13.413583 11.394366 9.623299 10.786276 3.444057 1.122143 NA 9.457515 10.739898 1.859095 10.468639 10.419041 2.707083 4.859090 10.904031 12.954356 10.852312 8.162871 2.537172 6.357341 10.410653 9.681821 6.859090 10.407527 TCGA-58-8388 60 1 412 NA lung stage ib t2a n0 m0 male 2010 NA no 90 lung basaloid squamous cell carcinoma 80 NA r0 white not hispanic or latino NA NA 4 3 3 2 3 3 3 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.49179621 NA 5.45500823 8.15152602 2.21555435 3.43793346 5.39540903 1.63059185 10.40975220 6.53747002 NA 9.06659754 10.97005893 5.52135231 2.63056856 NA 0.63059185 4.10825680 NA 7.94043517 11.91038407 9.04843265 4.56918118 9.76586174 4.71804373 7.54546340 NA 8.35623054 NA 4.50504615 5.77353750 1.85295765 14.73178866 9.93740119 12.75222148 12.01284379 5.53747002 NA 10.36189905 4.80050650 9.26032517 4.68947250 -0.95427746 NA 12.49782275 5.13689271 11.71560981 11.47240643 13.47037434 9.27552975 5.63058021 0.04558276 9.18900070 NA 5.66032684 10.08932839 5.74605742 8.77353816 NA 10.02575708 6.89736629 7.92213421 NA 1.04558276 6.37653523 -0.95427746 NA 9.03145944 6.17489972 NA 0.63059185 9.23420646 -0.35974928 5.38546900 -0.95427746 3.29354706 4.85297263 2.04561771 9.84732597 4.99981514 7.43793513 5.17221947 0.6207900 0.0083351 0.0083351 0.6503800 -0.0076101 1.1364000 1.1364000 0.0072217 0.0072217 0.0217440 0.0217440 0.0242680 -0.0041546 -0.0649740 -0.0053992 0.0396190 0.0011093 -0.0746780 -0.6576200 -0.6382100 -0.0814720 0.0505340 -0.0924780 -0.0924780 0.0428740 0.0428740 0.0407510 0.0407510 0.0556580 -0.0974950 0.0401850 0.0095929 0.0083351 0.0083351 0.0000000 -0.6685500 -0.6703900 -0.6703900 0.6503800 -0.0076101 -0.0076101 0.0511030 0.0511030 -0.7175100 -0.7038800 0.0072217 0.0072217 0.0217440 0.0186630 0.0043331 -0.0649740 -0.0649740 -0.0649740 -0.0649740 0.0227250 0.0227250 -0.6561200 -0.0053992 -0.0053992 -0.0053992 0.0011093 -0.6696600 -0.6696600 -0.6576200 -0.0814720 -0.0814720 -0.0573850 -0.6488400 -0.6389700 0.0505340 -0.5970100 -0.0924780 -0.5953600 0.0428740 -0.6540700 -0.6540700 0.0556580 -0.0990770 -0.0990770 -0.0990770 -0.1180800 0.000 -0.650 0.000 0.000 0.000 0.000 0.000 -0.658 0.000 0.000 -0.584 -0.639 0.000 0.000 0.000 -0.595 0.000 0.000 0.600 0.000 0.000 -0.654 0.000 0.000 0.000 -0.670 -0.020 0.000 0.000 0.428 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 -0.118 0.000 -0.650 0.000 0.000 0.000 0.000 0.000 -0.658 0.000 0.000 -0.584 -0.639 0.000 0.000 0.000 -0.595 0.000 0.000 0.600 0.000 0.000 -0.654 0.000 0.000 0.000 -0.670 -0.020 0.000 0.000 0.428 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 -0.118 9.6352686 9.5603317 4.4031723 5.5534127 8.2599367 8.5132231 10.2348244 8.6185639 10.3658540 3.1330867 8.9098037 -0.9542775 2.0456177 12.6028419 -0.9542775 11.4300560 6.8138017 9.4119397 11.1637378 13.9401985 5.4031689 11.0491355 12.4546106 2.5050525 6.5925124 -0.9542775 2.9525013 8.3077122 9.0328532 -0.6794576 6.0900108 13.5397231 7.8071688 10.2061193 6.3030062 10.0449129 9.4228280 10.84692176 11.78053882 10.93398027 0.04558276 10.71228538 7.54944354 10.65017073 10.89267486 7.89736629 11.59347605 6.13308055 12.42930565 7.65664223 10.25385186 13.50036665 12.04508914 7.20043569 11.09580630 10.38044948 12.86250120 10.81131801 4.41194140 11.47240643 12.59347605 11.18036471 11.12543562 7.66400276 12.87104346 5.58477614 1.04558276 10.89071549 11.2789377 12.5984067 3.8529676 8.9358819 12.4917962 10.3223235 14.9015063 10.7118415 9.6581176 9.4400801 9.9182616 8.7002535 15.8599246 10.4097522 6.1330805 12.4113932 10.3263884 6.0900108 7.8171071 13.7523833 NA 8.3787730 10.3269680 10.3910228 8.7373609 9.9374012 7.2982826 6.5050493 7.2744359 8.2180449 9.4916669 1.6305919 4.9998151 9.6822422 NA 8.9479928 10.8665942 11.7156098 12.1309240 10.9540101 11.2054889 11.5941987 5.6305802 4.0900150 -0.9542775 12.0047139 10.9607500 6.2354418 10.0893284 11.6779312 6.8721663 7.6380746 8.7735382 12.3874143 9.8440893 10.1042858 NA 8.5253979 11.0610187 10.3094735 6.6676693 11.0325262 TCGA-58-8390 70 0 NA 911 lung stage iia t2b n0 m0 male 2010 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 120 NA r0 white not hispanic or latino NA NA 4 1 NA NA 3 3 2 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.7890197 11.6145523 -1.2108968 7.0416624 8.7300448 0.7890197 1.3739544 3.2246269 1.1108977 3.9984483 9.5143633 NA 11.2540533 10.9852919 8.0836181 -1.2108968 NA -1.2108968 2.5406721 NA 7.6807808 12.4582144 7.9182801 5.5169165 7.8469890 4.3739614 12.3848374 NA 9.0333611 NA -0.2110638 7.1064101 8.1310719 13.7079042 8.9788217 12.3409457 12.3455032 5.2319392 -1.2108968 10.3276711 4.0744027 9.5930555 2.4894402 1.7889780 NA 12.1311496 4.5703597 11.4993731 11.5821940 10.9513885 9.3194131 4.9788226 NA 9.6399652 NA 4.5703597 10.8019708 3.6469806 9.6906182 NA 9.2838528 6.8224204 5.1288460 2.6958825 NA 6.9438147 -0.2110638 0.3739544 9.2026251 5.5169165 NA NA 11.3767747 0.3978030 2.6958825 -1.2108968 2.2484438 2.7889989 -1.2108968 9.0238145 NA 7.3814538 1.9589169 -0.0993410 0.0400440 0.0400440 0.7318900 0.0751280 0.7606300 0.7606300 0.0627940 0.0627940 -0.6739600 0.0548030 0.7765600 0.0710410 -0.2954400 3.6569000 0.0168180 0.0411750 -0.6669800 -0.6668900 -0.6668900 1.2228000 0.5299300 0.0539480 0.0539480 -0.0709370 -0.0709370 -0.6536100 0.4998700 0.4541100 -0.2150300 -0.7442900 0.0000000 0.0400440 0.0400440 0.0016642 -0.6844200 -0.6844200 -0.6844200 0.7318900 0.0751280 -0.6588200 -0.6679400 -0.6679400 -0.6655900 -0.6655900 0.0627940 0.0627940 0.0548030 0.0548030 -0.6958600 -0.5387500 -1.2929000 -0.2954400 -0.2954400 0.0037465 0.0037465 0.0037465 -0.7001000 -0.6593800 -0.6593800 0.0411750 0.0467000 -0.6480900 -0.6969300 1.2540000 -0.0105080 -0.0301310 -0.6744400 -0.7069300 -0.0256200 0.5299300 0.0539480 -0.6899700 -0.0709370 -0.6578900 -0.6578900 0.4541100 -0.2177500 -0.2177500 -0.2177500 -0.2177500 0.000 0.000 -0.659 -0.659 0.000 0.000 -0.648 -0.667 0.000 0.000 -0.610 -0.681 0.000 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.000 -0.658 0.454 0.000 0.000 -0.684 0.047 0.000 -0.656 0.095 -0.666 0.000 0.000 -0.610 0.000 -0.659 -0.659 -0.295 -0.295 -0.218 -0.218 0.000 0.000 -0.659 -0.659 0.000 0.000 -0.648 -0.667 0.000 0.000 -0.610 -0.681 0.000 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.000 -0.658 0.454 0.000 0.000 -0.684 0.047 0.000 -0.656 0.095 -0.666 0.000 0.000 -0.610 0.000 -0.659 -0.659 -0.295 -0.295 -0.218 -0.218 10.3431063 8.3512396 1.1108977 6.4037074 6.8388459 8.8909728 9.8051089 8.7547813 9.8422443 0.3739544 7.4578823 NA NA 12.5911096 -0.2110638 10.5545940 7.1421438 9.3767746 11.0721376 13.8951920 3.1109311 11.7861766 11.9990597 1.5963627 8.7904052 1.9589169 3.6469806 8.7241622 9.7366269 1.3175935 4.6469806 14.0811031 6.4472089 9.2768372 5.4037074 9.9488684 9.1344024 10.817939 11.661287 10.965170 NA 11.282853 5.328154 11.285601 10.672786 6.953904 11.533831 4.833391 10.900103 8.628201 11.038703 14.448017 13.116480 8.189876 10.898501 7.905341 12.800312 10.816212 5.087654 11.582194 13.194072 10.380052 11.197858 7.825171 13.356531 9.387980 4.181317 11.643671 10.7267388 12.4837903 1.5963627 8.8279162 11.6145523 10.7723471 14.8240746 10.9102069 9.8034013 9.4746220 11.3550512 8.9131186 14.4647337 3.9984483 4.8333911 11.9494989 10.9059908 5.1288460 7.1064101 12.4827019 -0.2110638 8.6685805 12.1727015 9.9463441 7.9336553 8.9788217 8.2868488 5.8224191 5.0743984 7.9837541 9.6800214 -1.2108968 6.8169030 8.8604594 -1.2108968 9.7293108 9.9614247 11.4993731 12.3067895 11.3096158 11.1032972 12.0287448 4.9788226 6.1109249 -0.2110638 11.7967253 9.9639229 3.9589262 10.8019708 11.4671571 6.6155458 6.7605403 9.6906182 12.4311617 10.0142046 9.5505484 6.3814547 7.1154266 10.2658243 10.2204948 7.1941383 11.2337532 TCGA-58-8391 57 0 NA 2167 lung stage iiia t2 n2 m0 female 2006 NA yes 100 lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 white not hispanic or latino NA NA 5 2 3 4 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1433728 11.4597007 NA NA 7.0613409 NA -0.1432135 3.7147511 NA 2.4417225 0.8567865 NA 6.7332865 3.3162037 3.2490812 NA NA -0.1432135 1.1786828 NA 6.5078216 11.2769933 6.3243750 3.6116563 8.7711550 2.5572140 13.9607543 NA 7.4751554 NA 0.8567865 5.1966188 -0.1432135 13.1138380 10.1467887 11.9518372 11.4730890 3.3162037 NA 12.2083993 -0.1432135 9.4042718 1.8567865 4.3162037 7.8846761 11.0322945 2.7655772 10.1548324 13.6627505 13.0562889 9.0089532 3.7147511 -1.1433728 9.6959736 -1.1433728 0.8567865 10.0564422 2.0266938 9.0428842 NA 7.5675766 9.0428842 4.8109674 -1.1433728 NA 4.7147511 NA NA 10.0179017 4.0266938 -0.1432135 NA 11.4597007 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-0.145 -0.456 0.283 0.283 0.379 0.000 0.000 0.000 0.000 0.000 1.216 0.000 0.000 0.000 0.367 0.367 -0.441 0.000 0.000 0.000 0.369 -0.440 0.000 0.000 0.398 0.000 0.000 0.000 -0.421 0.355 -0.254 -0.254 -0.475 -0.475 0.000 0.000 0.000 0.000 -0.854 -0.435 0.391 -0.145 -0.456 0.283 0.283 0.379 0.000 0.000 0.000 0.000 0.000 1.216 0.000 0.000 0.000 0.367 0.367 -0.441 0.000 0.000 0.000 0.369 -0.440 0.000 0.000 0.398 0.000 0.000 0.000 -0.421 0.355 -0.254 -0.254 8.94820514 8.71007939 NA 0.85678655 6.17869871 9.66009379 10.39786648 8.41327589 9.43985270 1.17868278 7.04164492 NA 0.44169594 10.68292104 -0.14321345 11.89380199 6.66412440 9.41519057 10.87490045 14.22134914 4.41135845 10.54633116 11.19912240 -1.04572923 7.14217242 -1.14337279 3.38032772 9.37837029 9.99694781 0.01378382 -0.14321345 15.25798272 7.13754041 9.57872346 3.94423064 10.74322858 9.24693888 10.241014 13.203907 9.692031 -1.143373 8.326412 8.659286 10.883985 9.327429 7.514981 11.096368 6.332504 11.994699 8.989912 13.807781 14.280510 11.578723 5.529196 10.507822 9.411359 12.496111 10.032943 4.839078 13.662750 10.212121 9.235065 10.296601 7.598237 12.693149 11.771342 2.856767 10.167383 11.124727 12.000791 NA 9.006517 11.459701 10.684906 13.682573 10.095175 10.091456 8.478822 9.504228 9.980245 13.229499 2.441722 6.332504 11.979598 4.066227 5.196619 7.316202 12.664125 NA 6.486127 11.718245 8.303853 6.727135 10.146789 8.314151 5.411358 4.664124 6.307980 9.457612 NA 7.287222 6.727135 NA 8.883293 4.214319 10.154832 12.177429 9.605801 10.806597 10.674953 3.714751 NA 9.116513 10.213222 10.578296 3.901166 10.056442 11.653418 11.414951 1.441749 9.042884 11.696761 10.262443 8.132895 NA 7.218713 9.062074 9.582136 6.283035 9.850416 TCGA-58-8392 70 1 501 NA lung stage ib t2a n0 m0 male 2010 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 80 NA r0 white not hispanic or latino NA NA 5 2 1 4 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5376480 NA 3.4463092 8.4393618 NA -0.2541173 5.2180372 -1.2542894 0.7458827 3.6038578 4.2694372 6.2536698 1.9157886 8.2012021 0.7458827 NA 3.6527618 3.7998541 -1.2542894 6.2053065 11.9430913 6.2772558 5.7345606 8.4094329 2.0678108 11.0951559 -1.2542894 2.7458827 NA -0.2541173 5.8439060 -1.2542894 13.6363285 10.8468654 11.3071626 11.3364617 4.3308380 3.1381919 12.1019139 1.0677764 7.9623292 1.0677764 -1.2542894 4.4737934 11.5855508 3.9217981 11.7569271 13.2737090 11.8780530 10.4041530 5.8854255 NA 11.3984956 NA 2.9938011 8.7970837 1.9157886 11.0533601 -1.2542894 8.3568996 3.9553314 3.6527618 -1.2542894 NA 5.1209159 NA NA 9.0598914 5.6766116 NA 4.1381919 11.0683662 0.7779562 -0.2541173 -0.2541173 5.0299829 6.8699960 NA 7.8280235 NA 8.9332268 1.0677764 0.11726000 0.59494000 -0.27977000 3.65690000 0.12373000 0.26201000 0.81532000 0.02398700 0.02398700 3.65690000 0.11052000 0.12476000 0.12792000 -0.64574000 0.00000000 0.09014100 0.09014100 -0.68113000 0.01391100 0.01391100 -0.01945200 0.07469600 0.15009000 0.12653000 0.07110400 1.36940000 2.09790000 -0.55817000 0.08883700 -0.19800000 -0.67765000 -0.65901000 -0.67527000 -0.62398000 -0.30301000 -0.67338000 -0.66031000 -0.66031000 0.10570000 -0.66133000 -0.65006000 -0.65006000 -0.65006000 -0.65501000 -0.66911000 0.02398700 0.00016363 0.11052000 0.11052000 -0.68347000 -0.66642000 -1.29290000 -0.72181000 -0.67030000 -0.67628000 -0.67628000 -0.65966000 -0.05886600 0.00000000 0.00000000 0.09014100 0.06629200 0.08175500 -0.02522200 -0.04075200 -0.01945200 -0.68110000 -0.67173000 -0.02329200 0.48854000 0.07469600 0.12653000 0.02553100 -0.68424000 -0.65706000 -0.65706000 0.08883700 -0.19800000 -0.19800000 -0.19800000 -0.19800000 -0.660 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.661 -0.661 0.000 0.000 0.127 0.127 0.000 0.000 -0.644 -0.543 0.000 -0.558 -0.657 0.000 0.312 -0.280 0.000 0.000 -0.650 -0.650 0.278 -0.377 0.000 0.000 0.634 0.111 -0.545 0.125 -0.666 -0.666 -0.198 -0.198 -0.660 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.661 -0.661 0.000 0.000 0.127 0.127 0.000 0.000 -0.644 -0.543 0.000 -0.558 -0.657 0.000 0.312 -0.280 0.000 0.000 -0.650 -0.650 0.278 -0.377 0.000 0.000 0.634 0.111 -0.545 0.125 -0.666 -0.666 -0.198 -0.198 9.6262234 8.8635179 0.3307878 9.1001241 7.1510165 10.4784661 11.3621938 7.7853145 8.5157125 3.2694372 6.6883888 -1.2542894 2.0678108 11.3708985 -1.2542894 11.4885988 7.7626830 9.2908391 10.6877696 15.7004799 4.6038578 10.1726635 10.9390920 -0.2541173 11.5658541 NA 4.8956225 8.4218317 10.4733654 -0.2113978 1.3308452 15.4101691 8.2093988 9.5991842 4.2053065 10.4712409 9.1012256 10.1631998 12.1965704 10.2327097 NA 10.0032625 10.6357588 10.1589737 9.6736525 7.5007622 10.8494903 8.9095244 14.3690331 9.9734906 12.2937331 13.4104886 11.8251927 7.1595030 10.7245851 8.7916344 12.6895799 10.9940988 4.7788551 13.2737090 10.8876625 9.5394780 11.0026730 7.5040976 12.9872352 13.7709277 -0.2541173 10.8106174 11.1293089 10.9620142 -0.2541173 10.1526111 11.5376480 10.9553280 14.9309239 9.9288896 10.1396190 7.8359872 10.0598574 10.4323752 13.3721541 0.7458827 8.9095244 11.2801775 8.7889020 4.8119642 7.5944978 12.8127206 NA 6.5724228 11.6285177 8.7543033 7.0767910 10.8468654 8.2674749 5.8439060 3.4463092 4.8956225 9.3157301 3.4463092 6.8491624 8.1679394 0.7458827 9.9088953 4.2053065 11.7569271 12.6913185 10.0519364 10.7192132 11.7630310 5.8854255 5.3157292 0.7458827 9.7619865 10.8465370 5.0312761 8.7970837 11.6634332 8.3879264 6.4323749 11.0533601 11.2474631 9.8596168 7.9107818 6.0767921 8.5239516 8.4992587 9.5716285 7.2175497 9.8530917 TCGA-58-8393 68 0 NA 1058 lung stage ib t2a n0 m0 female 2010 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 7 NA r0 white not hispanic or latino NA NA 2 4 1 6 4 1 4 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9918690 NA -1.2029040 7.4445710 NA NA 5.7278497 -1.2029040 10.3137972 4.0450410 0.3820585 10.0408812 9.1546642 4.3206724 0.7970960 NA NA 1.6044509 NA 7.8872249 11.8990878 9.0090005 7.1546642 8.4588901 4.4695344 12.0778829 0.7970960 NA NA 2.7040087 9.2809280 -1.2029040 14.2810539 10.2677710 9.7985204 12.9510600 4.9056349 NA 11.7836653 0.7970960 9.3155096 4.1546642 NA NA 12.0224371 5.5938647 11.0150699 11.8445769 11.2799201 9.7340740 4.3820723 NA 9.9500308 -1.2029040 4.0065673 10.3338451 6.4409688 9.8958023 NA 8.6550931 7.2275649 6.0065651 1.7970960 0.3820585 6.0259302 NA 1.1190241 9.0223195 5.8845759 NA -0.2029040 10.6339515 1.4106667 6.1458405 1.6044509 3.4975485 4.5520020 4.3206724 10.0888585 0.3820585 7.4940795 4.1226396 0.808890 0.000000 -0.144750 0.883060 -0.146570 -0.055634 -0.055634 0.350880 0.350880 0.107160 0.107160 -0.161540 0.262940 -0.163700 0.095217 0.098124 0.098124 -0.145280 0.109940 -0.167260 0.320440 -0.202990 0.088113 0.088113 0.623880 0.623880 0.308570 0.308570 0.047552 0.047760 -0.208340 -0.170690 0.000000 0.000000 -0.144750 -0.165740 -0.165740 0.902910 0.371990 -0.146570 -0.146570 -0.146570 -0.146570 -0.055634 -0.055634 0.352350 -0.151310 0.107160 0.107160 -0.162430 -0.163700 -0.163700 -0.163700 -0.163700 -0.157330 -0.157330 -0.163670 0.095217 0.095217 0.095217 0.098124 -0.145280 -0.145280 0.109940 0.339340 0.339340 -0.177400 -0.177400 -0.175670 -0.186970 -0.202990 0.088113 -0.244960 0.132730 0.094637 0.060651 0.047552 0.067088 0.047760 0.047760 0.047760 -0.157 -0.157 0.000 0.000 0.000 0.000 -0.145 0.488 0.339 -0.177 -0.177 -0.176 -0.176 0.000 0.000 0.138 0.138 -0.167 0.642 0.309 0.309 0.000 0.000 0.000 0.000 0.218 0.883 -0.147 -0.147 0.000 0.000 0.351 0.200 0.107 0.107 -0.162 0.101 -0.164 -0.164 0.000 0.000 -0.157 -0.157 0.000 0.000 0.000 0.000 -0.145 0.488 0.339 -0.177 -0.177 -0.176 -0.176 0.000 0.000 0.138 0.138 -0.167 0.642 0.309 0.309 0.000 0.000 0.000 0.000 0.218 0.883 -0.147 -0.147 0.000 0.000 0.351 0.200 0.107 0.107 -0.162 0.101 -0.164 -0.164 0.000 0.000 7.2809276 7.4445710 2.1190241 3.7513137 7.4445710 9.9714136 11.3270307 8.3792917 9.9726618 -0.2029040 6.2647184 NA 1.9670210 10.7385266 0.3820585 11.1727245 5.5385785 9.4940797 11.2852586 14.5931011 5.5385785 10.6519805 11.3444887 -0.2029040 9.3593547 NA 10.2027855 9.3905033 9.6858478 4.6655008 0.3820585 14.7075207 8.0211138 10.3314150 4.6300035 11.3902698 10.2374623 9.929612 11.573134 10.671325 -1.202904 8.176490 8.054500 11.891520 10.524607 8.612496 10.442320 4.655094 11.320397 10.314289 14.410355 12.909877 12.621176 8.125787 10.917350 8.413661 13.465499 10.999542 3.767040 11.844577 12.035666 10.513074 11.115090 8.159056 13.426702 11.310593 1.382059 10.199591 11.1232607 11.0108240 0.3820585 9.3792542 11.9918690 10.1020338 14.3110242 9.3323875 10.1330608 8.2107400 10.1921107 8.2748706 15.6147954 10.3137972 4.6550942 11.4191640 6.7337502 5.1546642 9.1224175 12.9408143 NA 8.9682889 10.3260546 9.1480515 8.6347403 10.2677710 9.7432874 8.1077250 8.2606364 6.8578081 10.3483398 -1.2029040 3.7039977 8.7483968 0.7970960 9.3923696 2.2565578 11.0150699 12.9769435 10.4085981 11.7612725 11.6852846 4.3820723 NA 1.9670210 11.1224176 10.1808165 7.8305349 10.3338451 11.6028560 6.7857964 3.5519958 9.8958023 11.6146954 10.0813579 9.5611545 NA 10.5792913 10.6095743 9.8859004 6.4836127 10.2322615 TCGA-58-A46J 64 0 NA 2589 lung stage iib t2 n1 m0 male 2006 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 2 4 3 4 4 1 3 4 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.52840986 -1.28103566 -0.28103566 7.85603453 NA 3.52639438 5.84657355 3.30399988 10.28937375 7.49053323 -1.28103566 5.85859525 2.04096255 4.00444746 NA 1.88896724 -0.28103566 1.71905198 -1.28103566 8.09625447 10.96429928 10.69811158 0.30404370 8.23079623 2.71905198 10.33191220 0.30404370 NA NA 3.04098008 5.43328999 0.71905198 13.68464492 11.14478409 10.79050604 11.24749778 4.57702391 NA 10.63268110 1.52641942 8.34049106 3.36290467 NA -0.28103566 11.35542136 6.01843388 10.08098750 12.84945337 10.50367858 10.65611216 3.24260251 NA 9.49958343 0.30404370 4.04097131 8.96102681 4.62593673 10.24652067 4.11136523 8.74002357 5.71904377 5.62593381 -0.28103566 0.30404370 7.42985026 1.88896724 -1.28103566 8.64978106 6.02282496 NA NA 11.54360472 -0.04826302 4.14531062 3.40329499 2.88896724 1.30398527 1.88896724 9.08755009 NA 7.14110883 3.41948496 0.0918800 -0.0110600 -0.0110600 0.6198800 -0.2605900 0.7073800 0.7073800 0.1067200 0.1067200 0.0421660 0.0421660 0.0000000 0.5102000 0.4334400 -0.0860330 0.0884030 0.0884030 -0.2558800 0.4809600 0.0878240 1.7837000 0.4248600 0.0577960 0.0781500 -0.0934030 -0.0934030 0.0873900 0.0873900 -0.0849260 -0.0107840 0.0587950 0.0918800 0.0664500 -0.0110600 -0.0774780 -0.0847840 -0.0890370 -0.0890370 -0.0890370 -0.2617900 -0.2605900 -0.2561200 -0.2561200 -0.2613100 -0.2605900 0.0960890 0.0861820 0.0421660 0.0421660 0.0000000 -0.2535800 -0.2535800 -0.2535800 -0.2582100 0.0681210 0.0681210 -0.5443100 -0.0853240 0.0079176 -0.1055200 0.0884030 0.3957900 -0.2578200 0.1184400 -0.2917700 0.0669450 -0.2605900 -0.2505500 0.0778620 0.0778620 0.4248600 0.0781500 -0.0989450 -0.0934030 0.0850760 0.0850760 -0.0849260 0.0024969 -0.0107840 -0.0107840 -0.0107840 -0.257 -0.257 0.000 0.000 0.000 0.000 -0.256 -0.256 0.000 -0.251 -0.251 0.000 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.606 -0.261 -0.261 0.447 -0.261 0.000 0.000 0.000 0.000 0.000 0.510 -0.258 -0.258 0.000 0.000 -0.257 -0.257 0.000 0.000 0.000 0.000 -0.256 -0.256 0.000 -0.251 -0.251 0.000 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.606 -0.261 -0.261 0.447 -0.261 0.000 0.000 0.000 0.000 0.000 0.510 -0.258 -0.258 0.000 0.000 6.7020369 7.7552174 1.3039853 3.8065097 6.7414117 9.9864156 10.1416341 7.9074597 10.2283239 1.0409625 8.1284347 NA 1.0409625 11.3734559 0.3040437 10.7126897 7.4938306 8.6934584 10.7976382 14.2682568 6.6963236 10.5967113 11.9783456 0.4458326 7.1156482 -1.2810357 9.6855492 9.5207520 10.0054916 -1.0543923 1.3039853 14.5831573 7.9717091 9.5574597 6.5955604 9.9014380 9.7176341 10.021683 12.129230 10.302126 NA 8.642371 8.472260 10.883322 8.714811 8.168192 10.787486 7.429850 10.506652 11.419050 10.806908 13.961399 11.139530 6.763438 10.362449 9.857315 13.162052 11.072466 5.070248 12.849453 11.336970 10.393677 10.465558 6.506946 13.346808 12.368075 8.389700 10.390585 11.4101329 11.0276671 -1.2810357 8.7344587 10.5284099 11.1148456 14.1064536 9.2649734 10.4842138 9.2178930 9.9858303 9.3718886 15.0510278 10.2893738 7.4298503 10.5653176 9.2018517 5.9478625 9.2158974 11.0099265 -1.2810357 8.4520592 11.9353348 8.7524666 9.2028594 11.1447841 8.9634077 6.6790451 6.3484006 5.4332900 9.0443490 1.8889672 2.4194850 6.6848286 0.7190520 8.6659498 2.5263944 10.0809875 13.1155816 10.9660811 10.3777015 11.3974238 3.2426025 2.6259250 0.3040437 10.9048483 10.6453397 5.6732398 8.9610268 11.3947802 5.2108953 6.1619864 10.2465207 12.3322576 10.9995245 9.0488399 -0.2810357 9.9162603 10.0951474 9.9969122 7.0319267 10.2223725 TCGA-58-A46K 59 1 1045 NA lung stage iiia t2 n2 m0 male 2008 NA yes 100 lung basaloid squamous cell carcinoma 10 NA r0 white not hispanic or latino NA NA 5 3 3 2 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.5500634 11.1060695 NA NA 8.0418957 1.1350094 -0.4498874 4.7426315 NA 1.1350094 5.4569343 NA 9.1920943 2.3574112 3.4569375 NA 1.5500634 -0.4498874 -0.4498874 NA 5.7398670 11.3565922 7.7099137 6.1647521 8.2915096 -0.4498874 10.2224678 6.3444593 4.1938979 NA 0.5500141 8.4837332 1.1350094 14.5647574 10.2251174 11.9437011 10.8871069 4.7979675 NA 11.0993459 2.8719619 8.1229320 1.1350094 -0.4498874 NA 11.8368630 3.9519421 11.6546413 13.1478053 10.7588865 10.3780520 5.1647541 NA 10.1803096 -0.4498874 1.5500634 8.9530545 4.1938979 9.8685854 3.4569375 8.5042390 6.0892015 3.9423644 NA -0.4498874 4.9763086 NA NA 9.8764720 5.2504803 NA -0.4498874 11.5542630 1.2008182 3.8719718 NA 0.5500141 1.5500634 -0.4498874 7.9763075 3.4569375 7.5779484 3.4883222 0.7025100 0.4341200 0.2140700 2.8494000 -0.2300600 0.9816300 0.9816300 0.3507500 0.3507500 0.0000000 0.4097800 0.1224100 0.7902600 -0.0993410 0.0103000 0.3354700 0.2900000 -0.2498200 -0.1110300 -0.1110300 0.4522400 0.6005200 0.0260920 -0.1912400 0.2864900 0.2864900 0.3304400 0.3304400 0.0808890 0.0657990 -0.2162700 0.6688200 0.4341200 -0.5694200 -0.2885700 -0.2117600 -0.2531000 -0.2531000 0.7593000 -0.2260100 -0.2645600 -0.2645600 -0.2645600 -0.2652800 -0.1830700 0.3348000 -0.1150800 0.0000000 0.4097800 -0.2761900 0.1659200 -0.9207000 -0.0993410 -0.0993410 -0.2179600 -0.2179600 -0.6406700 0.0103000 -0.0037568 0.7679200 0.2900000 -0.2498200 -0.2498200 -0.1110300 -0.0230180 0.4522400 -0.2764300 0.2222200 0.3339900 0.9911500 0.6005200 -0.1912400 0.0761350 0.2864900 0.4410500 -0.1955000 0.0808890 0.0657990 0.0657990 0.0657990 0.0657990 -0.213 -0.213 0.000 0.000 0.347 0.347 -0.250 -0.111 0.452 -0.054 0.222 0.601 0.601 -0.191 -0.191 0.000 0.210 0.147 0.268 0.330 0.330 -0.192 0.000 0.181 -0.253 -0.212 0.548 -0.230 -0.230 0.799 -0.183 0.351 0.351 0.000 0.410 -0.119 -0.119 0.000 0.000 0.000 0.000 -0.213 -0.213 0.000 0.000 0.347 0.347 -0.250 -0.111 0.452 -0.054 0.222 0.601 0.601 -0.191 -0.191 0.000 0.210 0.147 0.268 0.330 0.330 -0.192 0.000 0.181 -0.253 -0.212 0.548 -0.230 -0.230 0.799 -0.183 0.351 0.351 0.000 0.410 -0.119 -0.119 0.000 0.000 0.000 0.000 8.5917019 9.1007893 -0.4498874 6.4204066 7.2982358 10.2591263 11.1079848 8.2677188 9.0794731 0.5500141 7.6053247 NA NA 10.6844688 -0.4498874 10.6806130 6.3182264 9.4188650 11.0643374 14.7500982 3.0094726 10.1684281 11.3045125 NA 8.8943385 NA 11.0896860 8.7521662 10.1007893 -0.2608432 0.5500141 14.4243035 8.4049108 9.8156576 3.3573972 11.1948001 9.2046785 10.912534 11.588962 10.169345 NA 8.634851 8.179399 11.004342 8.761931 8.318227 10.411905 8.135005 10.791418 8.922908 13.748181 13.583896 11.867172 5.616131 10.936444 8.844663 12.849680 11.765272 5.761639 13.147805 11.363022 10.294876 11.036878 7.826167 13.046582 12.884036 3.250477 11.081424 11.1084632 11.5496902 1.1350094 9.3670261 11.1060695 10.2215836 14.2379097 9.6134375 9.6963693 8.1938989 10.4326855 8.6947009 13.3188471 1.1350094 8.1350048 10.8238381 6.7497153 5.4080223 9.0338582 11.5107685 -0.4498874 7.0418957 11.8801191 7.5834657 7.0094737 10.2251174 5.6793253 7.9594334 6.2082539 3.7199719 9.4265596 0.5500141 6.9423597 8.4173213 0.5500141 9.2010942 3.7979675 11.6546413 13.0246357 10.2599879 11.0736045 11.5447495 5.1647541 NA 6.5500418 10.0716430 9.6870336 8.4478879 8.9530545 12.0657424 11.5535604 6.8719705 9.8685854 11.9245387 10.2872899 8.4017917 3.0094726 3.7199719 9.3797494 9.8144851 7.5998913 9.9836280 TCGA-58-A46L 73 0 NA 1723 lung stage iiia t2 n2 m0 male 2008 NA no 100 lung basaloid squamous cell carcinoma NA NA r0 white not hispanic or latino NA NA 5 3 3 2 1 2 4 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4729220 -0.7254700 NA 7.9557156 7.2801017 3.7007393 3.3619368 -0.1405075 3.4444020 5.9749170 1.4444020 11.1694841 4.5032978 3.1813729 -0.7254700 2.9749147 -0.7254700 1.4761224 1.9749331 7.9056542 12.1222194 10.1869921 3.8594428 8.2560440 1.7339183 9.6182179 4.5412608 6.5224042 -0.1405075 -0.7254700 7.4140281 -0.7254700 13.8432338 10.2333921 11.8616684 12.2843930 6.3672348 4.6838705 12.2871015 4.6143270 8.3151912 3.1324617 1.5964104 NA 12.0536802 5.0313687 11.1113163 12.4795065 12.5527086 10.1310308 4.8743888 -1.7254700 10.5561173 2.1813570 3.9749147 10.3777647 6.2968446 11.1901696 1.9749331 9.5754014 6.3985983 5.4343480 -1.7254700 0.8594130 5.8213709 -0.1405075 NA 9.2337544 5.6495177 4.7980401 -0.7254700 9.7985288 0.9815604 6.0426618 1.5360032 1.0818168 7.5389199 4.9326896 9.3757962 0.2745300 9.3344972 3.7961513 0.96083000 0.47392000 0.02062300 1.30990000 3.65690000 -0.06142000 -0.02890100 0.08031200 0.00485790 3.65690000 -0.02719500 -0.53764000 0.53925000 0.49839000 0.00000000 0.02006300 0.01377200 -0.07947600 0.00124810 0.00124810 0.01667700 0.01419000 0.01460900 -0.02671400 1.27340000 1.27340000 0.00911610 0.00911610 -0.00041585 -0.05886600 -0.52048000 -0.51270000 0.47392000 0.02062300 -0.53875000 0.01405100 -0.52184000 -0.53175000 -0.00193990 -0.53500000 -0.51979000 -0.52512000 -0.52512000 -0.52215000 -0.52102000 0.00847430 -0.00097017 0.13880000 -0.55937000 -0.53764000 -0.51342000 -1.04840000 -1.09450000 0.00972760 0.51909000 0.51909000 -0.02780800 0.00000000 0.00000000 0.00000000 0.01377200 0.01433000 0.01433000 0.04046800 -0.01574100 0.03157700 -0.53591000 -0.49663000 -0.52879000 0.01419000 0.01419000 -0.00055444 -0.55357000 -0.53378000 -0.02767100 -0.02767100 -0.00041585 -0.04129500 -0.05886600 -0.05886600 -0.05886600 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.529 0.000 0.000 0.000 -0.534 -0.534 -0.513 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 -0.520 -0.520 -0.521 -0.521 0.000 0.000 0.000 0.000 -0.538 0.000 -0.480 0.000 0.000 0.000 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.529 0.000 0.000 0.000 -0.534 -0.534 -0.513 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 -0.520 -0.520 -0.521 -0.521 0.000 0.000 0.000 0.000 -0.538 0.000 -0.480 0.000 0.000 0.000 7.8136356 7.6495163 1.2744704 8.3960105 7.4912230 10.3482838 11.3971432 8.4930280 8.7633213 3.6667907 6.4593529 -1.7254700 -0.7254700 11.7415730 NA 10.9922069 6.8097527 10.0672672 11.2090377 14.7640437 4.8136376 9.9731816 11.5519097 0.3135941 12.0956530 -1.7254700 2.2744704 8.6859878 10.2235631 4.1971498 2.7980298 14.7295151 8.5044972 10.2155245 4.5964045 11.3990830 10.3030737 10.628726 11.772079 10.973182 1.444402 9.684928 8.776314 11.279049 10.042248 9.398598 9.806833 8.778303 14.788884 6.914722 9.731345 13.001387 11.103208 8.126226 10.838865 8.793130 13.819019 10.965348 5.842509 12.479506 11.038934 11.507647 10.847651 8.322964 13.272037 12.638543 6.022670 9.910648 11.174400 10.595560 2.274470 9.190356 10.472922 10.255331 13.084344 9.369215 10.650784 8.113681 10.570234 10.415626 14.809646 3.444402 8.778303 10.968182 7.545940 6.414029 8.572540 12.224668 0.274530 7.974916 11.416584 8.261741 7.870667 10.233392 9.353962 7.721560 7.627624 6.113682 9.370533 -1.725470 2.522407 8.059112 -0.725470 10.286054 5.493644 11.111316 13.183339 10.466153 11.131486 11.889532 4.874389 1.859453 4.829068 11.087857 9.425494 5.351293 10.377765 11.843027 5.658180 6.786229 11.190170 11.845400 9.822335 9.679086 5.587359 8.913818 9.414796 9.843383 6.361940 11.459817 TCGA-58-A46M 61 0 NA 1072 lung stage iib t2b n1 m0 male 2010 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 2 3 1 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1331741 NA -0.8254657 8.2620840 5.4034416 NA 3.3445445 NA 2.9819805 4.0815101 NA 8.3218262 4.4225492 3.6981851 NA NA -0.8254657 0.7595820 NA 6.7966730 11.0357083 8.1746216 NA 7.7782480 -0.8254657 10.3576363 -0.8254657 NA NA 8.0138251 4.4965518 -0.8254657 14.7290292 9.3632103 11.5903631 10.9674117 3.5669369 -0.8254657 11.9238623 4.3840774 8.3187954 1.4965646 -0.8254657 10.7219979 10.7144539 4.1339251 11.1647254 12.7396604 10.2792202 10.6908287 3.7595820 NA 9.9144020 NA NA 10.1053587 5.9948015 10.3895476 3.2620873 9.4237349 6.1858487 1.9819622 -0.8254657 2.1746301 4.9295070 -0.8254657 NA 9.3103306 5.1518994 NA NA 7.6624612 -0.5267846 4.8184774 NA 1.1745982 0.1746621 NA 8.5055385 -0.8254657 6.9025415 3.0815101 0.9523300 0.5488700 -0.3915700 3.2671000 0.5212800 0.4060300 1.1770000 -0.0065399 -0.0065399 -0.7954000 0.3996400 2.3965000 0.1832700 0.7395800 -0.0397220 0.0186000 0.0124710 -0.0896260 -0.2507300 -0.1508600 -0.0155280 0.3711000 -0.4030100 0.4145500 0.3271400 0.3271400 1.4648000 1.4794000 0.3008300 0.1822900 -0.4207300 -0.4015700 0.3857700 -0.3489800 0.3093000 0.3849400 -0.4247800 -0.4247800 0.4078700 -0.4257600 -0.4074300 -0.4116200 -0.4116200 -0.4647700 -0.4764300 -0.8647100 -0.4177700 -0.0217080 0.3996400 -0.8241100 0.7586400 -1.1516000 0.6930800 0.7395800 -0.4142600 -0.4142600 -0.3874400 -0.0122240 -0.0021473 -0.0295090 -0.0288260 -0.4100800 -1.1692000 0.8887700 -0.0066754 -0.0066754 -0.0771380 -0.2408800 -0.4309900 0.3742200 0.3711000 -0.4232500 -0.0701950 0.3271400 -0.0047695 -0.0047695 0.4015300 0.2152300 0.1413900 -0.5515000 0.1601900 -0.029 -0.387 0.000 0.000 0.000 0.000 -0.410 0.102 0.000 0.000 -0.156 -0.431 -0.060 -0.403 -0.403 0.327 0.327 -0.389 0.580 0.000 0.000 0.000 0.311 0.309 0.309 0.385 0.385 -0.407 -0.407 0.348 0.348 0.000 -0.391 1.826 1.826 -0.641 0.183 0.000 0.677 0.160 0.160 -0.029 -0.387 0.000 0.000 0.000 0.000 -0.410 0.102 0.000 0.000 -0.156 -0.431 -0.060 -0.403 -0.403 0.327 0.327 -0.389 0.580 0.000 0.000 0.000 0.311 0.309 0.309 0.385 0.385 -0.407 -0.407 0.348 0.348 0.000 -0.391 1.826 1.826 -0.641 0.183 0.000 0.677 0.160 0.160 8.4692421 7.6981830 3.0815101 6.1746221 7.4738291 8.4272869 10.9336773 7.8616819 9.3730665 5.6175659 6.8888674 NA -0.8254657 11.5647904 -0.8254657 10.5480303 6.9361727 9.2353173 11.1361036 14.5376610 3.2620873 10.5545412 11.2945352 1.9486008 8.6704764 NA 5.0326034 8.5861323 10.3974042 NA 3.4965518 14.4502003 9.0090924 10.8867185 2.1746301 11.1479600 9.2162805 10.240711 11.505818 10.532173 1.174598 8.654402 9.542036 10.741627 9.387726 8.767078 6.929509 7.822080 9.252665 6.185849 13.017463 13.653833 11.594845 4.902542 10.250101 7.482960 13.068586 10.298743 5.430690 12.739660 10.223108 11.566670 10.455972 5.955980 13.538837 12.373834 2.344544 12.163484 11.6048126 11.9944013 0.1746621 8.7577040 11.1331741 11.7747666 14.9380667 9.2700184 10.5175906 8.3962083 10.1668516 10.5877204 14.7630432 2.9819805 7.8220800 10.9940022 2.6340588 5.1746221 8.5518321 11.6769560 1.4965646 7.5840124 11.3237334 7.3791929 7.5453089 9.3632103 5.6340530 7.5321736 6.9093315 3.6981851 8.2935627 NA 1.1745982 5.2620836 NA 9.3432934 2.6340588 11.1647254 14.2383535 10.4028389 11.1640159 11.5515607 3.7595820 1.1745982 7.4225492 9.6644693 9.5539998 7.1858487 10.1053587 11.6006240 5.8611217 7.5409432 10.3895476 11.6147119 10.6273774 9.5200266 6.4414071 2.3445445 9.1682108 9.9110234 7.1112598 10.1186012 TCGA-58-A46N 52 0 NA 910 lung stage ib t2a n0 m0 male 2011 NA no 90 lung basaloid squamous cell carcinoma 50 NA r0 white not hispanic or latino NA NA 5 2 3 4 2 2 1 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4131316 NA 2.7013494 8.4770693 NA -1.1059389 3.7013383 -1.1059389 9.6695971 7.2559303 NA 8.4485756 0.8939834 1.8939834 -1.1059389 NA -1.1059389 2.0000000 NA 6.1513738 11.5741265 10.3498277 5.6884014 8.0025113 1.4789718 12.0657890 1.4789718 NA NA 0.4789200 3.0639171 -1.1059389 12.9515538 10.3076147 11.4528857 11.8938106 3.9814508 NA 12.5284575 0.8939834 8.6127594 0.8939834 -1.1059389 -1.1059389 10.7883385 2.0639171 11.1501955 13.3640056 12.3631198 9.0500445 4.5944291 NA 10.0912034 0.4789200 3.3534221 9.4302340 1.2159270 10.2526380 -1.1059389 8.4485756 2.8008688 0.4789200 -0.1059389 1.2159270 4.4789524 1.8939834 NA 9.3139469 5.3858382 NA -0.1059389 7.0129273 NA 1.8939834 NA 0.8939834 -1.1059389 1.4789718 7.4864441 NA 7.2948661 -0.5600046 1.31110000 1.22770000 0.90391000 3.65690000 -0.03627200 1.25620000 1.30260000 3.65690000 1.56970000 1.36500000 1.38090000 -0.03027400 1.40060000 -0.03123000 -0.04130200 1.36680000 -0.03953700 1.33200000 1.02280000 0.89426000 -0.00643120 1.29780000 -0.12421000 1.25490000 1.17600000 1.14830000 -0.01671100 -0.03736100 1.33360000 0.47168000 -0.07201400 -0.00083886 1.20670000 0.92410000 0.85362000 -0.07201400 -0.07201400 -0.07201400 2.64600000 -0.03627200 -0.02617400 -0.02179100 -0.05707600 -0.06142700 -0.06142700 0.08665900 -0.00339410 1.36500000 1.27860000 -0.08129000 0.03932900 -0.04657200 1.32690000 -0.03123000 -0.04333800 -0.04333800 -0.05120500 -0.04130200 -0.04130200 -0.05537100 1.34500000 -0.07599400 -0.07599400 1.11040000 0.00958100 0.00958100 -0.06357600 0.00000000 -0.07081100 1.29780000 1.08420000 1.06970000 1.03860000 1.14830000 -0.04238800 -0.07136500 -0.00101210 0.52940000 0.41512000 0.41512000 0.47168000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.023 0.000 0.000 0.000 0.000 1.298 1.255 1.255 1.148 1.148 1.361 1.361 0.000 0.000 0.000 1.334 1.207 0.928 0.000 0.529 0.000 0.000 1.245 0.329 0.000 0.000 1.304 1.304 0.000 0.000 0.000 0.000 0.472 0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.023 0.000 0.000 0.000 0.000 1.298 1.255 1.255 1.148 1.148 1.361 1.361 0.000 0.000 0.000 1.334 1.207 0.928 0.000 0.529 0.000 0.000 1.245 0.329 0.000 0.000 1.304 1.304 0.000 0.000 0.000 0.000 0.472 0.472 8.4676341 7.8365011 -1.1059389 8.4864437 5.6354526 9.5306114 10.9854222 8.0181078 8.8812507 3.7013383 6.7705040 0.8939834 -0.1059389 11.4976131 -1.1059389 11.3543633 7.8510887 9.6396611 10.5218398 14.8228752 0.8939834 9.8748403 10.8701928 -0.1059389 10.6202049 -1.1059389 3.9814508 8.7410442 9.8202827 -0.8551705 4.1419150 15.1018019 7.8068763 9.3868413 2.8008688 10.8365012 8.7331906 9.680256 12.555208 10.321823 -1.105939 9.633767 9.648039 10.143693 9.093659 8.582237 11.294599 8.961421 10.819856 8.647204 12.752453 13.477716 10.866249 7.405740 10.601346 8.292731 12.954429 10.230493 5.306769 13.364006 12.560100 8.866967 10.603501 7.224904 13.588957 13.503512 2.063917 9.812105 10.9657843 7.8626535 NA 9.5324227 11.4131316 10.9814496 14.5254751 10.2635841 9.7094500 8.1840055 9.6555296 9.7827300 11.8265706 9.6695971 8.9614210 11.1416176 3.6488796 3.7013383 6.5450386 11.1634057 NA 5.8826724 11.9179143 7.9708025 6.4253687 10.3076147 7.9383811 4.4175488 4.1034389 2.5944291 9.3451979 NA 6.9274094 6.5378427 -0.1059389 9.0373699 1.8939834 11.1501955 12.2377277 10.3868413 10.7731871 11.2806576 4.5944291 0.4789200 2.7013494 8.8982071 10.0213363 3.8008792 9.4302340 11.7610724 10.0732738 0.4789200 10.2526380 12.2018991 9.8904602 8.5874738 -1.1059389 6.8939871 8.4233197 9.6687739 6.6621713 10.0239137 TCGA-60-2695 74 0 NA 642 lung stage ib t2 n0 m0 female 2009 474 no NA lung basaloid squamous cell carcinoma 64 1951 r0 white not hispanic or latino 4 3 6 NA 1 1 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.72755837 12.65741327 0.98163349 -1.60340207 7.26082641 4.60609276 2.64457159 5.47345574 -1.60340207 10.34245030 8.18943122 NA 9.77222318 2.09707137 3.30353236 2.64457159 -0.60340207 1.98159696 2.58012136 -0.60340207 8.15486417 10.57623887 7.97972356 7.98535527 10.22120175 3.04048919 10.17594968 -0.60340207 1.71856986 NA 1.98159696 8.70838901 10.47145117 13.67602966 9.90096309 10.68435310 10.65990993 6.04049796 -1.60340207 11.05172413 -0.01843957 9.02977228 5.69126056 7.17800049 -1.60340207 11.91263123 4.68573836 10.63205669 11.47889953 12.75542925 9.60651441 4.37391960 NA 8.64812314 NA 4.32737839 10.06685434 5.05485282 8.11944800 -1.60340207 9.06019874 6.96269477 6.78034554 -0.60340207 0.98163349 7.21042199 1.20401548 7.49730339 9.33180574 5.58646453 NA -0.01843957 9.68838705 -0.99942304 5.06906625 8.08723263 8.62491825 3.04048919 3.85606940 8.74868429 -0.60340207 7.46810266 1.68203387 2.02870000 0.00000000 -0.08505900 1.53260000 -0.23300000 2.66310000 2.79020000 1.40200000 0.00098635 -0.10684000 -0.10684000 0.50465000 2.00500000 0.64518000 -0.15720000 0.67957000 1.30120000 0.56810000 -0.10723000 -0.14258000 0.49320000 -0.14451000 -0.02931100 0.71904000 0.59476000 0.59476000 0.21643000 1.00470000 2.24450000 0.27490000 0.69577000 0.69577000 0.00000000 -0.08505900 -0.08505900 -0.98502000 -0.96638000 -0.96638000 0.73473000 -0.23300000 -0.14380000 -0.14380000 -0.10248000 -0.11574000 -0.11574000 0.02062300 -0.00899060 -0.10684000 -0.13186000 0.39247000 0.68459000 0.64518000 0.64518000 0.64518000 -0.99409000 -0.13147000 -0.10736000 -0.12015000 -0.10815000 -0.10815000 0.64013000 0.58686000 0.56810000 -0.10723000 0.34356000 0.43344000 -0.16243000 -0.11430000 -0.17841000 -0.17727000 -0.14142000 0.71904000 0.53397000 -0.99088000 -0.09696800 -0.08969900 -1.06020000 0.18874000 0.18874000 0.18874000 -0.52369000 -0.131 -0.131 -0.108 -0.108 0.680 0.680 0.000 -0.107 0.433 -0.162 -0.162 -0.178 -0.178 0.000 0.705 0.595 0.595 0.696 0.696 0.216 0.993 0.000 -0.985 0.000 0.000 -0.232 0.735 -0.144 -0.144 0.517 -0.116 0.000 0.000 -0.107 -0.107 0.505 0.505 0.645 0.645 0.189 0.189 -0.131 -0.131 -0.108 -0.108 0.680 0.680 0.000 -0.107 0.433 -0.162 -0.162 -0.178 -0.178 0.000 0.705 0.595 0.595 0.696 0.696 0.216 0.993 0.000 -0.985 0.000 0.000 -0.232 0.735 -0.144 -0.144 0.517 -0.116 0.000 0.000 -0.107 -0.107 0.505 0.505 0.645 0.645 0.189 0.189 8.0278176 9.1022731 1.9815970 5.0970798 6.0039710 10.1681302 9.9617428 8.4801601 9.2491701 3.9816061 7.6230526 -1.6034021 0.3965979 12.3514731 -0.6034021 11.7115071 8.6912616 8.7309140 11.2425541 14.0066562 4.9202028 10.9679193 12.2719101 0.3965979 5.5259248 NA 4.1515260 8.8312689 9.1134601 0.7779562 3.3035324 13.2296296 8.1498573 9.8276158 4.8060301 10.6054847 9.1389501 9.434188 11.862590 10.671019 NA 9.353743 7.825001 12.211524 10.527533 8.538748 9.662256 8.271622 8.635022 9.863737 9.706117 13.950780 11.865265 7.702703 11.012270 10.530104 13.862558 11.182502 4.464668 11.478900 12.455140 10.467433 10.468773 5.451923 13.326813 10.844757 4.303532 10.774665 10.4050693 10.0337184 4.4841059 9.0787574 12.6574133 10.3177377 14.4301035 10.7323102 10.7054745 9.1845434 10.1249864 9.8395843 15.2067730 10.3424503 8.2716222 11.5610763 5.7889571 6.7846584 10.1689552 12.1997628 -1.6034021 8.0076653 11.0719362 9.9396725 8.7900311 9.9009631 8.7585843 7.3362200 7.4355594 5.8144940 10.1722510 -0.6034021 5.7889571 8.3624252 -1.6034021 9.3332786 5.9512288 10.6320567 13.2860021 11.4669294 11.2592781 11.4386420 4.3739196 0.3965979 -1.6034021 10.9780767 10.3136397 4.0970798 10.0668543 11.7146185 6.5565122 7.4787898 8.1194480 13.1313503 10.6451613 9.0186926 3.1515341 8.0619765 9.7415745 10.7714085 7.0404969 9.6164143 TCGA-60-2696 76 1 109 NA lung stage iia t2 n0 m0 female 2009 108 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 15 1955 rx black or african american not hispanic or latino 3 1 4 NA 1 6 4 1 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2462314 NA -1.4603697 8.0864139 -1.4603697 0.8614790 4.5819477 1.1244605 10.3302753 3.0630887 5.9907303 8.3865769 1.9989537 4.4937178 -0.4605682 NA NA 0.1244605 0.8614790 8.5038603 11.1761442 8.2571959 2.4464150 8.0532471 4.9318390 11.2744408 NA NA 0.1244605 1.8614393 10.8765839 0.5395311 14.1125708 10.1027159 9.7094445 11.5250057 4.6687999 NA 10.2334420 0.5395311 10.3975899 3.5839162 NA NA 10.2863067 4.5204600 9.1551491 12.4643896 8.7623146 9.8377826 3.2944002 -1.4603697 8.8226078 NA 3.9318343 10.8467204 4.7293461 10.5698418 0.8614790 7.3306821 5.1394327 6.0233352 1.9989537 -0.4605682 6.9657843 0.1244605 NA 9.5053038 4.0630801 NA NA 10.8324163 -1.4603697 4.6892656 1.8614393 1.1244605 0.1244605 -0.4605682 9.1679650 0.8614790 6.7683379 3.9657843 0.00805670 -0.00456950 0.01391100 0.02076300 -0.43869000 -0.03272300 0.03990200 0.00730040 0.01384400 0.00652620 0.02048300 0.01014600 0.01014600 -0.44459000 0.00069327 0.00638710 0.00569190 -0.45377000 0.01586600 -0.00478540 0.42605000 -0.44771000 0.00221930 -0.44005000 -0.44814000 -0.44814000 0.01028500 0.42620000 -0.02246900 -0.13044000 0.00805670 0.00805670 -0.00456950 -0.00456950 -0.50939000 -0.46014000 -0.44757000 -0.44757000 0.02076300 -0.45742000 -0.43869000 -0.43869000 -0.43869000 -0.44674000 -0.44674000 0.00388540 -0.00401620 0.00652620 -0.48081000 -0.01904000 -0.44459000 -0.44459000 -0.44459000 -0.44459000 0.00000000 0.00000000 0.00000000 0.00069327 0.00069327 -0.00553750 0.00569190 -0.45993000 -0.43821000 -0.46334000 0.42805000 0.42894000 -0.01170400 -0.00318590 -0.46227000 -0.46227000 -0.45554000 -0.01216200 -0.44814000 -0.44814000 0.01670500 0.00346870 -0.02895400 -0.13393000 -0.13393000 -0.71613000 -0.11827000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.426 0.000 0.000 -0.448 -0.448 0.000 -0.404 -0.448 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 -0.439 -0.439 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 -0.445 -0.130 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.426 0.000 0.000 -0.448 -0.448 0.000 -0.404 -0.448 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 -0.439 -0.439 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 -0.445 -0.130 -0.130 6.4995222 7.5948023 -1.4603697 5.7293434 5.7969066 7.7391919 10.2801436 9.4864258 11.8109826 2.6269764 6.5168000 1.8614393 0.1244605 12.3644783 -1.4603697 10.7771119 4.4937178 9.1779554 10.9402416 13.2465011 5.0941094 11.4217805 11.0198048 -1.0273809 9.9531475 NA 1.1244605 9.8659490 10.0630814 -1.2095616 -1.4603697 14.6753891 6.7144447 10.0806161 5.7293434 10.4824005 8.2554814 9.1169485 12.1841645 10.1747842 NA 8.6571626 7.0941083 11.8160802 9.4145009 7.2154767 10.8879711 4.6056069 11.6995438 10.1856282 11.8532529 13.1784645 11.5505720 7.8156440 9.9917608 7.7707405 13.3273201 10.9723224 4.6235860 12.4643896 9.3118341 9.0767378 10.4282628 8.3436508 13.8253624 7.3596986 0.1244605 10.2220753 10.9889261 12.1184818 0.1244605 8.0552195 11.2462314 11.4417062 14.6686198 9.7138211 9.6211095 8.2877124 10.8144800 9.3557032 15.5139005 10.3302753 4.6056069 11.0530004 7.2190000 6.1761432 9.7200503 12.2539797 NA 8.3175967 10.3791170 10.2809865 9.5232257 10.1027159 9.1670535 8.0030439 7.3143068 4.9318390 7.2364869 NA -1.4603697 8.8249218 -0.4605682 8.3093572 2.6269764 9.1551491 12.9748642 11.8211598 9.7031692 11.8600381 3.2944002 NA NA 11.0691941 9.0650404 4.4702570 10.8467204 11.5479481 4.6892656 3.8614492 10.5698418 12.1271799 11.3077038 9.4915327 NA 8.9210626 9.8100602 10.0945879 8.0611200 10.8698763 TCGA-60-2697 41 1 372 NA lung stage iia t2 n2 m0 male 1992 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA rx white NA NA NA 2 4 2 5 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.47192884 11.57255638 NA -0.47192884 7.72291884 0.85007930 5.79494866 6.54947511 4.45890035 4.30952547 6.03595596 3.92048387 8.32420170 5.94601495 5.08274942 0.85007930 NA NA 1.69808510 1.11310036 10.26794281 11.16727682 9.45816030 4.55053133 9.31851072 4.57255623 9.31279698 -1.47192884 NA 3.38614875 6.39234834 8.35471088 7.36105245 15.17324096 8.89120195 9.85907908 9.31443189 5.68803485 -1.47192884 10.48598977 3.85008930 9.59904120 5.90320220 NA 0.11316706 11.43009256 6.81222224 10.80457748 11.78266828 10.81904503 10.80428666 5.00389452 NA 8.95442695 NA 6.97937375 10.81240797 7.56708145 10.46369561 -0.47192884 9.09991478 6.83650109 7.93755332 5.56158581 1.11310036 9.35550505 0.52817121 -1.47192884 9.22512982 6.28971276 -1.47192884 0.52817121 10.35669548 -0.06039728 7.48816390 2.41275443 4.17201539 3.77609346 4.93755155 10.33591966 3.28304760 7.08275155 5.54285234 0.00495020 0.00000000 0.00000000 0.03171800 -0.00484610 0.27884000 0.27884000 -0.00456950 -0.00456950 0.03425400 0.03425400 0.02244400 0.02904400 -0.04648700 0.04514100 0.00513590 0.00513590 -0.00401620 0.00903120 0.00903120 -0.00747200 0.00930980 -0.02630400 -0.02630400 -0.00747200 -0.00747200 0.04273200 0.04273200 -0.03558500 0.03185900 0.00513590 0.00495020 0.00000000 0.00000000 0.00000000 -0.03299600 0.00083195 0.00083195 0.00083195 -0.02175700 -0.00747200 -0.00747200 -0.00747200 -0.03857800 -0.03857800 0.02862200 -0.00456950 0.03425400 0.02904400 0.02244400 -0.03980100 -0.04648700 -0.04648700 -0.04648700 -0.02644100 -0.02644100 -0.02644100 -0.03803400 0.04514100 0.02115800 -0.00415460 -0.00816240 -0.00816240 0.00903120 -0.00747200 -0.00747200 -0.02068700 -0.02068700 0.01265500 0.01265500 0.00930980 -0.02630400 -0.00747200 -0.00747200 -0.01436600 -0.01436600 -0.03558500 -0.02794500 0.00722170 0.00722170 0.00722170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.0319879 8.2980002 2.8500993 2.3355118 7.5393892 10.0946920 10.4644321 8.3923483 9.9711058 0.1131671 7.7879058 4.0827537 1.3355404 12.3076764 2.2286032 11.4759818 5.4229797 8.8857144 10.8493716 13.4598693 7.6419043 11.4136680 11.5584845 0.8001648 9.1529576 NA 8.4305374 8.7677607 9.1121288 4.1122247 1.1131004 12.8123357 7.0865832 9.8089330 7.8019579 11.5927366 10.2905443 10.535540 12.053805 10.287634 NA 7.768954 8.542183 11.361250 9.072161 7.325824 9.630138 5.361052 9.810660 8.826225 12.370611 13.416335 10.496109 10.254806 10.699652 10.505442 13.901163 10.595260 5.405295 11.782668 11.621250 10.953116 11.021017 8.159339 14.081352 5.727833 2.228603 10.207642 11.1266800 12.0496400 2.9204839 9.1492982 11.5725564 10.6012997 14.2936804 8.6867719 8.2517721 8.7461199 9.7241496 8.7485407 16.7468106 4.3095255 5.3610524 11.3447460 8.3594693 8.4794468 11.6191017 11.0755388 -0.4719288 10.3306786 10.5831056 10.5036519 9.8972143 8.8912020 8.4031437 9.6176127 9.8135645 5.7760908 9.1345675 0.1131671 0.1131671 8.8922969 2.6156282 9.9444320 4.1428708 10.8045775 12.8745374 10.7065159 10.9277072 11.3869203 5.0038945 NA NA 12.1213199 10.2359527 7.8478341 10.8124080 11.4359918 7.2830494 6.4765291 10.4636956 12.8174607 10.1783164 10.6503432 NA 11.2292520 10.8273359 9.9311742 7.2560822 10.8901060 TCGA-60-2698 62 1 311 NA lung stage iib t2 n1 m0 male 1993 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) NA NA rx white NA 3 3 5 NA 2 3 4 1 3 4 NA NA 0 0 0 0 0 0 0 0 4 0 0 4 4 4 4 0 0 4 4 4 4 0 7 4 0 4 1 4 4 0 0 0 5 0 0 0 0 0 7 0 0 4 0 0 0 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 4 4 4 7 0 4 7 0 0 0 0 4 0 4 0 0 0 7 0 0 0 4 4 0 0 7 0 0 0 0 0 5 4 0 1 0 0 0 0 7 3.624032e-05 1.071604e-05 5.32846715328467 63.0656934306569 15.985401459854 5.03649635036496 10.5839416058394 1.08311123 11.17523765 NA NA 7.64283729 -0.50185127 3.58563560 5.79234001 2.95761749 10.87457552 4.54257380 0.82007682 7.51776937 2.19861987 5.50940449 0.08311123 -1.50185127 NA 1.95761749 1.08311123 8.42001957 11.30029118 9.08595624 3.70763522 8.15817442 4.35615790 10.49535819 0.08311123 NA NA 1.95761749 7.99203421 -1.50185127 14.95435665 9.46828456 11.01042537 12.12331678 5.26636304 0.08311123 11.38215840 3.40506656 10.15966286 5.03733829 NA NA 11.33811472 4.47934699 11.04964669 12.40129234 10.88781007 9.56426784 3.70763522 NA 10.53641188 NA 4.62746093 10.05803381 5.99802396 11.14698571 -1.50185127 7.75556661 7.62488317 5.65805149 1.95761749 0.49814873 7.71492480 -0.50185127 NA 9.27871846 6.12022958 NA -1.50185127 9.27296587 1.17625894 5.57499459 3.59494261 4.70353265 3.66810778 2.58563560 9.96832912 7.84025361 7.15281517 2.36409612 0.358390 0.192380 0.000000 1.782900 -0.306740 0.063223 0.064940 0.138350 0.085221 3.167300 0.302140 -0.322750 0.106720 -0.212550 3.656900 0.879490 0.232870 0.230400 0.548940 -0.349160 -0.181180 0.054091 2.442600 -0.126290 1.702800 0.914600 0.239690 0.239690 -0.153750 0.066802 -0.261310 -0.266300 0.264340 -0.942250 0.000000 -0.308270 -0.320590 -0.320590 0.043642 -0.428650 0.142660 -0.288340 -0.288340 -0.298270 -0.041159 -0.315060 0.096380 0.570770 0.044007 -0.322750 -0.335030 -0.318440 -0.575160 -0.212550 0.046559 0.231320 -0.528180 -0.339720 -0.290230 -0.300920 -0.316220 0.222370 0.149960 0.548940 -0.328200 -0.278100 0.064797 0.064797 0.522580 0.054091 0.054091 -0.510540 -0.129400 -0.329480 0.618970 -0.219850 0.021463 -0.145020 -0.145020 -0.025737 0.066802 0.212 0.000 -0.029 0.178 0.394 0.394 0.197 0.149 -0.278 0.000 0.000 -0.334 0.000 0.648 -0.511 0.000 0.000 -0.095 0.166 0.240 -0.062 -0.220 0.000 0.105 0.000 -0.308 -0.308 -0.340 -0.340 0.000 0.000 -0.186 0.000 0.000 0.000 -0.216 0.107 -0.318 -0.318 0.000 0.000 0.212 0.000 -0.029 0.178 0.394 0.394 0.197 0.149 -0.278 0.000 0.000 -0.334 0.000 0.648 -0.511 0.000 0.000 -0.095 0.166 0.240 -0.062 -0.220 0.000 0.105 0.000 -0.308 -0.308 -0.340 -0.340 0.000 0.000 -0.186 0.000 0.000 0.000 -0.216 0.107 -0.318 -0.318 0.000 0.000 7.19861889 7.42891620 0.82007682 7.43481668 7.28281322 9.62423782 10.98551637 8.78819760 10.38920293 2.58563560 6.05276800 3.45237140 3.99002906 12.07289051 1.30556202 11.26507613 7.90332032 9.32472714 10.80696143 14.26123545 5.89905717 10.94138131 10.70091476 0.08311123 11.39223858 -1.50185127 3.78358237 9.20294708 10.21885054 2.39637873 1.82011768 14.44711625 7.80879175 9.89478351 5.60670279 10.98526510 9.88080275 9.4020606 11.5441090 10.4516477 -0.5018513 8.6067032 9.0718259 11.8482892 9.2795384 9.2638793 9.7760472 7.9920342 11.9618053 9.0168320 11.6227847 13.5892422 11.1824890 8.6517309 11.1590660 9.0708790 13.1834203 11.1813927 4.4655762 12.4012923 11.6319631 11.1013414 10.8271341 7.6223001 14.1637842 10.9619585 1.8201177 9.7311992 11.5739921 11.3304754 1.6681191 9.0527675 11.1752377 10.9987717 14.4056316 8.2107059 9.2965696 8.1670638 9.9693408 10.0207603 16.1135066 10.8745755 7.9920342 11.4921785 6.2328890 5.4639624 8.8076550 12.3075449 -1.5018513 9.0000158 11.0772589 9.5922565 10.6709187 9.4682846 8.3929965 7.2020827 7.7149248 8.1510236 9.5418896 1.6681191 3.7076352 8.3499278 0.4981487 9.5329777 4.6880013 11.0496467 13.4110681 11.2746117 10.8206703 11.1429363 3.7076352 1.4981998 3.8557306 10.6021221 9.8845802 6.3119608 10.0580338 10.8764736 6.1776587 7.1635148 11.1469857 11.7251929 10.8810729 9.7514353 5.6780888 9.6586805 9.7537267 9.4421587 7.4436224 10.3876827 TCGA-60-2703 73 1 2945 NA lung stage iib t2 n1 m0 male 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1950 r0 white not hispanic or latino NA NA 6 4 2 3 3 3 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6869079 -0.4864082 NA 7.6834684 5.5579369 NA 4.5579369 NA 8.2035408 5.5359099 3.4204285 11.9074697 5.8885825 7.4677392 -0.4864082 3.2139849 NA 0.5135918 -0.4864082 8.6934521 12.1650433 7.7132153 4.2684269 8.9186844 3.4204285 10.1134559 0.5135918 NA NA 2.6834719 9.6996573 -0.4864082 13.4939477 7.8173239 10.7107598 12.4104430 8.2243495 -0.4864082 9.7685716 3.9058611 10.0028291 3.0985038 NA 10.1050654 10.5419464 4.1573995 11.9117523 11.1354896 11.5103696 10.2582424 3.3209034 NA 10.3598170 NA 5.0371054 10.6601117 2.6834719 10.6556501 NA 9.4022862 3.9729775 4.5135413 -0.4864082 NA 7.6376646 NA -0.4864082 10.1735390 4.3208962 4.5135413 3.2139849 11.0449245 3.3011779 2.6834719 6.2224201 1.5135413 5.4908236 0.5135918 10.2329318 0.5135918 7.7850058 0.5135918 0.051956 0.178900 0.178900 0.522930 0.357080 0.400110 0.400110 0.153820 0.153820 3.656900 0.856760 -0.193000 0.686450 -0.183830 -0.024388 0.772140 -0.187480 -0.183330 -0.020824 -0.020824 -0.190490 0.140870 0.000000 0.000000 -0.034904 -0.034904 0.531510 1.173600 0.609370 -0.259140 0.024268 0.051956 0.178900 0.178900 0.020522 -0.186720 -0.186720 -0.186720 0.378270 -0.203490 0.202720 -0.178660 -0.178660 -0.184330 -0.198370 0.175130 0.153820 -0.219600 -0.189860 -0.654070 -0.183830 -0.183830 -0.183830 -0.183830 -0.197620 -0.197620 -0.050911 -0.396300 0.034254 0.034254 -0.191870 -0.188750 -0.188750 -0.020824 -0.190490 -0.190490 0.016845 0.016845 -0.205970 0.131990 0.140870 0.000000 -0.034904 -0.034904 -0.184080 -0.184080 0.609370 -0.266370 0.169710 0.169710 0.165200 -0.147 0.000 0.000 0.000 0.585 -0.187 -0.183 0.000 -0.190 0.000 0.000 -0.074 0.132 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 -0.184 0.609 0.158 0.158 0.096 0.283 -0.179 -0.179 0.400 0.216 0.154 0.154 -0.169 -0.169 -0.030 0.163 -0.184 -0.184 0.121 0.121 -0.147 0.000 0.000 0.000 0.585 -0.187 -0.183 0.000 -0.190 0.000 0.000 -0.074 0.132 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 -0.184 0.609 0.158 0.158 0.096 0.283 -0.179 -0.179 0.400 0.216 0.154 0.154 -0.169 -0.169 -0.030 0.163 -0.184 -0.184 0.121 0.121 8.2414636 8.1428994 -0.4864082 0.5135918 7.3144428 9.7531415 11.2490990 8.5429131 10.2924415 -0.4864082 5.2414627 NA 1.5135413 13.3086695 3.0985038 9.8831404 7.3273245 8.0681317 11.5472104 13.7724771 1.5135413 10.9857262 11.5803050 1.0984869 9.5538328 NA 4.6428286 8.7447642 9.4850721 -0.3358813 1.5135413 14.0137625 7.5414490 9.9492133 8.1355949 10.0536711 9.7697517 11.6227207 11.6191242 10.5149512 -0.4864082 9.8275598 7.1208734 11.9652693 10.0748309 8.3808216 12.3568753 8.1355949 15.2062740 8.8994056 9.8853196 14.0099600 11.6412150 8.4735450 11.6940738 10.7679812 13.1913728 10.3313262 4.8085292 11.1354896 11.8164675 10.5742390 11.4234361 7.5796320 12.9538711 8.9122867 -0.4864082 10.1383385 11.7408581 10.0133890 0.5135918 9.3400915 11.6869079 11.0043939 13.9383622 8.8127511 9.9982350 9.0331793 9.0812709 9.6946953 12.2769629 8.2035408 8.1355949 11.6010059 8.4879578 7.2070299 10.2667598 10.1337628 NA 9.5442102 11.0800728 10.5769382 9.7896675 7.8173239 9.1519790 8.2414636 4.6834663 5.0681334 9.6971784 3.2139849 3.4204285 10.1162419 NA 9.2767553 7.9101480 11.9117523 13.3753085 11.2659237 11.0748310 10.7284693 3.3209034 6.1134567 4.7229960 12.4307286 10.9429498 3.0985038 10.6601117 11.6887807 7.4619099 6.7989448 10.6556501 13.0692106 10.5661111 9.4353840 NA 7.2817270 9.0437737 9.8842305 7.1501677 10.5149512 TCGA-60-2704 73 1 1154 NA lung stage iib t2 n1 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1943 r0 white not hispanic or latino NA NA 5 4 3 4 4 3 2 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.4108118 11.5740687 -0.4108118 0.1740228 8.4393031 -1.4108118 6.4899828 6.1319927 2.9110396 3.7183945 8.5549004 2.5891163 11.4913029 7.4060995 7.5862956 -1.4108118 3.4960021 2.0485501 0.1740228 1.3964883 9.0247865 12.0692753 10.5483938 5.7590413 9.3153344 5.7286688 10.0330957 4.3170363 4.9985069 0.5890923 2.4960021 8.6416844 NA 13.7473180 8.7936875 10.2659549 10.7609185 7.7739917 -0.4108118 10.2751790 0.1740228 10.1726739 6.3170363 NA 6.9110444 12.0237783 5.9828065 11.8306525 12.4459308 11.6543641 10.5786491 5.3033607 -0.4108118 10.7103259 NA 6.7640422 11.1613427 6.4594808 10.8170330 3.2895542 9.5176346 8.0444433 8.0889620 1.3964883 0.1740228 8.2019847 -1.4108118 -1.4108118 10.0117067 6.2329715 NA NA 9.3810930 2.1326097 6.3900159 4.7985690 3.7985690 3.1740708 1.9110396 11.2628670 -0.4108118 7.5721098 5.3580938 -0.0254830 0.0771420 0.0771420 1.2834000 -0.0894340 0.2409300 0.2409300 -0.0066432 -0.0066432 0.2305500 0.2305500 -0.0761450 0.2782100 0.2684400 0.0101460 0.2270000 0.2524600 3.6569000 -0.1044700 -0.1044700 0.0000000 0.0400440 0.0232860 0.0232860 0.1551700 0.1551700 0.4375000 0.4375000 0.1713600 0.0375000 -0.0254830 -0.0254830 0.0771420 0.0771420 0.0771420 -0.5043200 -0.1261700 -0.1261700 0.2387600 -0.0894340 -0.0894340 -0.1348800 -0.2872700 -0.0957800 -0.0940640 -0.0066432 -0.0066432 0.2305500 0.1891900 -0.1351000 0.4136200 -0.4668500 0.2684400 0.2684400 -0.1044700 -0.1044700 -0.1044700 0.0101460 0.0101460 0.0101460 0.0227220 -0.1239500 -0.1239500 -0.1044700 0.0000000 0.0000000 -0.0833330 -0.0833330 0.0400440 0.0400440 0.0400440 0.0232860 0.1551700 0.1551700 -0.0838640 -0.0838640 0.1713600 -0.0256200 -0.0256200 -0.0256200 0.0718220 -0.104 -0.104 0.000 0.000 0.252 0.252 -0.124 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.155 0.000 0.000 0.335 -0.102 0.000 0.171 0.000 0.000 0.106 0.223 0.000 0.000 0.241 0.000 0.000 0.000 0.231 0.231 0.000 0.278 0.268 0.268 0.000 0.000 -0.104 -0.104 0.000 0.000 0.252 0.252 -0.124 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.155 0.000 0.000 0.335 -0.102 0.000 0.171 0.000 0.000 0.106 0.223 0.000 0.000 0.241 0.000 0.000 0.000 0.231 0.231 0.000 0.278 0.268 0.268 0.000 0.000 9.634193 8.420423 1.911040 5.676578 7.748988 10.717755 10.953524 8.887179 9.474813 2.174087 6.713238 1.174087 1.396488 13.052385 -1.410812 11.365755 7.961982 8.373751 11.521204 14.282358 5.289554 10.953251 11.504435 NA 8.500508 NA 3.048550 8.837044 8.684342 1.416948 3.112683 14.012659 7.619783 10.547669 8.070916 11.675916 10.183441 11.3454641 11.1527892 10.5404010 0.5890923 8.6910920 9.0759513 11.4227970 9.5079795 6.8652408 10.8570733 7.6003434 12.5433534 7.0526409 10.3291162 13.5752249 11.5808152 9.8488595 11.4160440 10.3402418 14.1989875 11.6347052 4.9752358 12.4459308 12.8674205 11.1813396 11.1731392 8.5198536 13.3800175 11.7421932 1.5890923 10.6318016 11.616331 11.643890 2.496002 10.301213 11.574069 10.595793 13.876716 8.848860 9.164324 8.521331 10.012742 9.227552 16.095393 3.718395 7.600343 11.567290 8.149449 7.723543 11.950786 12.735764 NA 9.632144 10.731542 10.673592 9.285214 8.793688 8.394860 9.569256 9.033096 7.468700 9.212998 1.911040 5.080969 9.486962 1.759028 9.840599 4.874517 11.830653 12.973698 10.871336 11.485070 11.792464 5.303361 -1.410812 7.377019 12.656298 11.119766 6.136011 11.161343 12.012889 8.695025 6.589116 10.817033 12.281514 9.914984 10.563172 2.759049 9.185306 9.650494 10.307649 7.299922 10.851505 TCGA-60-2706 58 0 NA 2820 lung stage ia t1 n0 m0 male 2003 2500 no 100 lung squamous cell carcinoma- not otherwise specified (nos) 51 1958 NA white not hispanic or latino 3 3 1 NA 1 6 4 3 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.6210086 11.6779685 -1.5487757 NA 8.4111067 NA 2.1515341 4.4683617 1.4511188 9.6587292 3.8086528 3.9429555 9.3020729 3.2059867 8.1976192 -0.5489868 -1.5487757 NA 0.7730680 -1.5487757 7.3609980 11.5837651 9.0621295 6.0056942 9.1807255 4.2059946 10.3425087 -0.5489868 NA NA 0.0360461 9.7531724 5.3459215 14.5182864 9.1550084 9.6483214 8.6942788 5.3090852 -0.5489868 11.5121383 -1.5487757 9.3540450 2.5385630 NA 5.9429578 11.9682192 4.5184848 10.9386936 11.7181050 8.5239073 10.7740046 3.3090889 0.0360461 9.4838394 NA 3.2584586 8.3519715 5.5803867 8.4776284 NA 9.6859221 7.4255197 5.4734720 -0.5489868 2.7730258 6.9549303 -1.5487757 2.7730258 9.6532286 7.8857330 0.4511188 1.6210086 8.4595333 6.1698088 5.4623305 1.5984128 3.1515504 0.4511188 0.0360461 9.4283847 -1.5487757 7.4817720 2.9746578 0.633720 0.000000 -0.012713 1.774300 -0.174800 -0.445340 1.114700 0.203960 -0.187980 0.303460 0.258550 2.533100 0.557080 -0.412450 0.070386 0.393130 0.432770 0.312900 0.381880 1.869200 0.344210 0.853880 -0.051991 -0.457790 0.392630 0.546650 -0.435280 0.411450 0.165500 0.052525 -0.427770 -0.006505 0.344040 -0.023155 -0.012713 -0.457580 -0.457580 -0.457580 0.936500 -0.109460 -0.122780 0.364720 -0.098682 -0.463980 -0.463980 0.272020 -0.070001 0.303460 0.258550 -0.462810 -0.437780 -0.437780 -0.437780 -0.418600 -0.463340 -1.049100 -1.077000 -0.057250 0.070386 0.070386 -0.020824 -0.431700 -1.215400 0.387830 0.344210 0.344210 0.181170 0.117120 -0.422770 -0.422770 0.853880 -0.452760 -0.341130 -0.101580 0.084614 1.301700 0.049540 0.087390 0.087390 0.087390 0.034245 0.000 0.000 0.000 0.000 0.433 0.433 -0.432 0.382 0.344 0.181 0.181 -0.195 0.228 -0.453 -0.453 -0.414 -0.414 -0.329 0.000 -0.435 0.411 0.312 0.165 0.000 0.000 0.589 1.046 -0.109 -0.109 -0.147 -0.464 0.000 0.000 0.303 0.303 0.306 0.306 -0.419 -0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 -0.432 0.382 0.344 0.181 0.181 -0.195 0.228 -0.453 -0.453 -0.414 -0.414 -0.329 0.000 -0.435 0.411 0.312 0.165 0.000 0.000 0.589 1.046 -0.109 -0.109 -0.147 -0.464 0.000 0.000 0.303 0.303 0.306 0.306 -0.419 -0.419 0.000 0.000 7.7864951 7.9746670 3.0360637 -0.5489868 6.8731697 10.2608729 11.8474419 7.9439395 9.1137732 2.1515341 5.0804615 NA 1.7730258 10.7356397 0.7730680 9.7342278 6.1584643 10.2055747 11.2370558 15.1740723 4.0360637 10.6811252 10.6745032 2.8591347 3.4955033 -0.5489868 10.9474592 8.0528756 9.6115938 -0.5203555 0.0360461 12.3236835 7.8583727 10.0800059 7.5009534 12.3691294 8.9746667 9.386270 13.005814 10.283204 NA 6.759443 6.479011 12.459271 10.345544 8.628524 10.300901 3.773036 5.109315 11.731731 14.387352 14.584909 8.395085 8.627278 10.763137 10.131464 12.644168 10.928610 5.355467 11.718105 11.804527 10.470695 10.350462 6.172203 13.325150 11.658729 4.640927 11.922272 11.5566859 12.7147407 1.2584586 7.7594435 11.6779685 11.3127733 14.8513666 9.0162069 10.2717225 7.8794650 10.2039036 8.8075568 16.0043140 9.6587292 3.7730363 12.2139020 9.4219297 8.6384569 8.9379399 10.2105769 NA 8.4539196 11.9975169 8.7260652 8.1217609 9.1550084 8.5855312 7.5171938 7.7249006 5.6409303 9.8157866 -1.5487757 5.7639878 8.2324646 -1.5487757 8.2792414 1.6210086 10.9386936 12.5956037 11.0688018 10.3636199 11.7432826 3.3090889 2.0360813 0.4511188 10.3553630 9.2528130 4.7365075 8.3519715 11.6997736 5.9979991 5.9349198 8.4776284 11.5742562 10.1419758 10.0018515 NA 12.6515436 9.3805704 10.7379513 7.5279203 10.2692874 TCGA-60-2707 70 1 667 NA lung stage ib t2 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 49 1950 rx NA hispanic or latino 1 1 3 NA NA NA 1 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 6 3.641372e-06 1.179111e-06 12.0567375886525 46.0992907801418 17.7304964539007 4.25531914893617 19.8581560283688 -0.4504787 11.4739559 NA NA 7.5607417 NA 0.8714494 4.4564053 -1.4504787 3.0730833 6.1269440 1.8714494 12.3382329 5.1193686 5.9757792 NA -0.4504787 NA 0.1344838 0.8714494 7.8646641 11.5654522 8.9429050 5.8163002 7.9525264 5.6684567 11.5260786 -0.4504787 -1.4504787 NA 0.5495213 9.6075062 0.8714494 14.7529381 10.0313140 11.1904373 12.7697417 6.2909809 NA 10.6897052 -0.4504787 10.7208571 4.2774343 NA 0.1344838 11.0435351 3.7601358 11.1811464 12.3073045 11.2682614 9.9077041 4.6992629 -1.4504787 9.4329216 0.8714494 4.0730747 11.0657070 3.4563988 10.2871844 -1.4504787 8.2740282 6.0652147 6.2909809 1.8714494 3.4563988 7.8302851 NA -1.4504787 9.0760139 4.9924603 NA NA 9.9836214 NA 2.8714494 -1.4504787 2.0089529 1.1344838 3.7974385 9.5586434 NA 5.6684567 0.1344838 -0.1746800 0.0649400 0.0682350 0.7916200 -0.2029900 0.4768400 0.4768400 -0.3535700 -0.3535700 0.0000000 0.0000000 0.0664190 0.3944600 -0.4400500 -0.0063668 0.0029133 0.0029133 -0.1366500 0.3241400 0.3074500 -0.0271240 0.1224100 -0.1024200 -0.1024200 -0.4511300 -0.4511300 0.1475600 0.1374400 0.2378300 0.0826210 -0.1872200 -0.1746800 0.0649400 0.0484970 0.0519590 -0.5194400 -0.5284100 -0.5284100 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-1.4504787 0.1344838 8.8521534 0.1344838 8.3243016 3.6787931 11.1811464 12.3324104 11.2007905 10.4109892 11.5644068 4.6992629 NA 4.6580401 11.6435922 9.6309980 4.5939095 11.0657070 11.3686957 7.2808339 5.5829383 10.2871844 12.0065106 10.2161824 9.2032552 -1.4504787 11.4140876 9.4632865 9.7831343 6.8163015 10.4503813 TCGA-60-2708 64 0 NA 2447 lung stage iib t2 n1 m0 female 2004 2083 no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1963 r0 white not hispanic or latino 1 1 1 NA 3 4 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 6 0 0 0 4 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 5.791515e-06 1.976745e-06 14.0350877192982 28.0701754385965 25 6.14035087719298 26.7543859649123 NA 10.9694565 3.4138648 5.6847206 8.5031738 1.6976404 0.4752925 5.0572206 -1.1096701 10.3049903 8.3060471 6.9724537 12.8755245 4.6716670 4.4448923 NA -1.1096701 -1.1096701 1.2122580 NA 8.6384978 11.8199334 8.4544548 5.7357956 8.3081574 1.6976404 9.9651156 NA 1.4752925 -0.1096701 -1.1096701 8.3290971 4.7971946 13.6673005 10.1370457 10.7255661 12.2954466 8.3165698 2.4752665 11.1158138 0.4752925 9.9560645 3.0602377 -1.1096701 NA 11.2738879 4.3834416 11.0504917 11.8377594 10.6733033 10.4103885 4.1382329 -0.1096701 9.1512246 2.2122269 3.5341612 9.9346993 0.8903299 9.8625670 4.2826251 10.0124860 4.7729466 0.8903299 -1.1096701 -1.1096701 7.2911845 -0.1096701 -1.1096701 9.3394539 6.2031874 NA NA 9.1895133 1.1352065 1.6976404 0.8903299 NA 1.6976404 3.4138648 9.9637773 -1.1096701 6.6114041 -1.1096701 0.264980 0.270640 0.203750 0.796460 -0.214270 -0.181180 -0.186350 0.000000 0.000000 0.954880 0.954880 3.656900 2.529300 -0.258860 -0.193370 0.577010 0.637000 0.169110 3.656900 0.606110 -0.243140 0.215910 -0.215280 -0.215280 0.353810 0.353810 2.375100 1.543800 1.559100 0.104190 -0.180880 -0.168280 0.301860 0.203750 0.203750 -0.710060 -0.710060 -0.710060 0.744420 -0.229740 -0.187350 -0.187350 -0.215970 -0.225760 -0.241230 0.000000 0.040044 0.954880 0.953650 -0.363060 -0.221580 -0.215440 -0.215440 -0.201740 -0.256690 -0.256690 -0.980680 -0.143500 -0.193370 -0.193370 0.637000 -0.700360 -0.679580 1.584100 -0.285720 -0.245450 -0.289640 0.673630 0.729240 0.217140 -0.843470 -0.215280 0.353810 0.353810 1.794700 -1.292900 1.559100 0.082043 0.082043 0.082043 0.104190 -0.257 -0.257 -0.193 -0.193 0.637 0.637 -0.680 0.621 -0.255 -0.299 0.375 -0.287 -0.112 -0.215 -0.215 0.354 0.354 0.097 0.265 1.544 0.644 -0.180 1.559 0.271 0.271 -0.710 0.463 -0.214 -0.214 -0.226 -0.226 0.000 0.000 0.955 0.955 0.334 0.697 -0.209 -0.209 0.000 0.000 -0.257 -0.257 -0.193 -0.193 0.637 0.637 -0.680 0.621 -0.255 -0.299 0.375 -0.287 -0.112 -0.215 -0.215 0.354 0.354 0.097 0.265 1.544 0.644 -0.180 1.559 0.271 0.271 -0.710 0.463 -0.214 -0.214 -0.226 -0.226 0.000 0.000 0.955 0.955 0.334 0.697 -0.209 -0.209 0.000 0.000 9.931280 7.548517 -1.109670 7.713672 6.029857 9.514187 10.258812 9.137046 9.241244 2.697663 5.316569 NA 1.890291 12.468914 NA 10.460161 9.271848 9.397109 10.971872 13.809587 5.019586 10.455407 10.661795 1.212258 10.372609 -1.109670 3.349733 9.128710 9.909201 NA 3.413865 15.039814 7.732655 10.224578 8.166430 10.737362 10.585098 10.1203256 12.3397117 10.3700854 0.8903299 8.8031944 9.0739404 11.9364060 9.4939315 7.0298570 11.6936290 9.2390333 12.1347849 10.2799365 11.3373884 13.7650944 11.4864949 9.4109238 10.6920135 7.6814682 12.9275089 10.7568113 3.9718194 11.8377594 11.8059978 10.8065578 10.0330504 7.4371994 14.7677796 11.1829144 3.5907457 12.3524239 11.0893639 10.6317721 4.4138648 9.2111057 10.9694565 10.6765747 14.1592477 9.7591277 8.7399136 8.0324122 10.3176127 10.9319643 14.3856293 10.3049903 9.2390333 10.7767638 6.6045503 8.0899774 7.8151175 12.8732096 NA 8.0170094 9.3466595 9.9988296 11.6188634 10.1370457 7.9482971 5.7971946 5.3660389 5.9883370 8.4696211 1.6976404 1.4752925 8.9604260 -0.1096701 8.0751807 4.0997581 11.0504917 13.2677868 11.0425900 10.3384214 11.3160455 4.1382329 -1.1096701 0.8903299 13.6133261 10.4255805 4.0195863 9.9346993 11.9850426 7.8675852 4.8210418 9.8625670 12.7888121 10.3007565 9.0514371 -1.1096701 3.5341612 8.7060888 9.4743281 8.3060471 10.4074823 TCGA-60-2709 69 0 NA 1505 lung stage ib t2 n0 mx male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 157.5 1959 r0 black or african american not hispanic or latino NA NA 2 4 1 1 2 2 4 1 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5.410038e-06 1.942065e-06 8.71559633027523 25.6880733944954 31.1926605504587 8.71559633027523 25.6880733944954 1.4208327 11.4174094 NA -0.3864683 7.6162952 5.6358472 4.6134786 4.8221540 -0.3864683 9.5323433 6.7376016 -0.3864683 12.4784400 6.7376016 5.0228693 0.6134374 1.9354220 1.4208327 0.1984942 -0.3864683 7.9149764 11.3360742 10.0902262 5.9971840 8.7062373 3.8614095 8.6578743 NA -0.3864683 NA 4.4208327 7.3104474 5.7427635 15.0647685 9.7536709 11.1709438 10.6145364 6.6633290 2.8613996 11.5905811 -0.3864683 9.3798683 4.3948365 -0.3864683 9.4416167 11.0677743 4.4734492 11.0590123 12.2275147 10.7456585 10.0582051 5.7834043 0.1984942 10.0138260 NA 4.1053345 10.1847587 6.8566546 9.7220045 -1.3864683 9.0553868 7.9511023 8.5022232 0.1984942 0.1984942 7.5878945 -0.3864683 NA 9.0186217 5.5323419 -0.3864683 NA 10.7138139 3.8369037 6.4400286 1.9354220 6.7463141 0.6134374 1.4208327 10.5567275 0.9353843 6.6578743 4.1482915 0.0331270 0.0000000 0.0000000 1.0090000 -0.1021100 0.0423070 0.1664000 -0.0146410 -0.0146410 0.1666100 0.1666100 0.4246900 0.0509610 0.0516720 -0.0022663 0.0431570 0.0431570 0.0605080 -0.1231700 -0.1231700 0.0026357 0.0764220 0.0788710 0.0788710 0.0698740 0.1428000 0.0865220 0.0865220 0.0820430 0.1490500 0.0331270 0.0331270 0.0687430 0.0000000 0.0000000 -0.1177000 -0.1177000 -0.1177000 0.5157700 -0.1230400 -0.1021100 -0.1021100 -0.1550300 -0.1135200 -0.1214800 -0.0146410 -0.0717390 0.1666100 0.1281500 -0.0796090 0.0516720 0.0516720 0.0516720 0.0516720 -0.1160000 -0.1160000 -0.1160000 -0.0239250 -0.0177180 -0.0177180 0.0431570 -0.0480720 -0.0480720 -0.1231700 0.0026357 0.0026357 -0.0834650 -0.0834650 0.0764220 0.0764220 0.1584600 0.0788710 0.0875340 0.1428000 -0.0437370 -0.0437370 0.0820430 -0.0723650 -0.0386490 -0.0386490 0.0905750 -0.116 -0.116 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.345 -0.102 -0.102 0.000 -0.120 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 -0.116 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.345 -0.102 -0.102 0.000 -0.120 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 9.0239315 7.6386198 1.1984313 5.4463687 7.1212745 9.4745671 10.3956593 8.4997407 9.6728245 -1.3864683 6.6523990 0.6134374 2.1984313 12.2302587 0.6134374 11.0772037 8.2263486 9.4479511 11.0411753 14.5197366 6.4776660 10.7679818 10.9232406 NA 7.8131527 -1.3864683 3.5203720 8.7246158 9.7802647 1.3619368 2.5203720 13.7739819 7.9488706 11.0836306 6.2788155 11.4880773 9.1594100 10.0095497 11.9325877 10.3169511 0.1984942 9.1555446 7.9058016 11.6055333 9.7062373 7.6606042 10.2277299 7.3139197 10.2332370 8.3915572 12.5837658 13.8598496 10.8453013 9.3147865 10.7927672 9.1173060 13.3314778 11.0146263 4.9999459 12.2275147 12.0640470 10.9652476 10.6000332 7.2752585 14.2811688 13.0418403 1.4208327 11.0068706 10.8168281 11.9016252 2.3139133 9.3414005 11.4174094 10.6292436 13.9803473 9.4111417 9.1786011 7.9421550 9.9303272 9.3345792 17.2351671 9.5323433 7.3139197 11.3163021 7.4111415 7.1642271 10.2505578 11.2925203 NA 9.3345792 10.9029227 10.0428868 10.0334403 9.7536709 7.8872755 8.4915309 8.6714717 9.0132920 9.0871859 2.4208327 2.4208327 9.0228710 -1.3864683 9.5936197 3.0057952 11.0590123 13.1637459 10.5162321 10.6684235 11.3783517 5.7834043 -0.3864683 1.1984313 12.5769181 10.7466223 7.2428368 10.1847587 11.3113165 9.6822583 6.5203704 9.7220045 12.3200840 10.4328609 10.5259952 -1.3864683 9.7239634 10.3706868 9.9874327 7.5501180 10.4663996 TCGA-60-2710 67 0 NA 2024 lung stage iia t1 n1 m0 female 2005 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 63 1963 NA white not hispanic or latino 2 2 5 NA 1 2 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 4 6.034273e-06 1.595268e-06 12.8888888888889 23.5555555555556 29.7777777777778 6.22222222222222 27.5555555555556 NA 12.27684909 -1.65335508 0.34653146 7.62260609 1.34647473 2.51641864 6.33192552 1.66839148 9.13845817 6.77693435 -0.65358201 10.89409889 4.72152031 7.54615363 -0.65358201 NA 1.80591151 0.93145614 0.34653146 7.89337556 11.83256213 8.62260572 4.73880026 9.04257950 2.93143723 10.89120431 1.51641864 4.93144196 -0.65358201 3.04692754 6.21066745 -0.65358201 14.53863792 10.69382590 11.59840750 10.65311270 6.42862984 -1.65335508 11.96658656 -0.06854386 9.63025274 4.07440268 -0.65358201 8.31946123 11.76072789 3.74154249 11.31981994 13.18573926 11.83407018 9.94669621 4.73880026 NA 9.99528834 -1.65335508 4.78942670 9.27573971 4.93144196 8.62609193 -1.65335508 9.51703234 7.58010100 6.74736054 1.80591151 -1.65335508 6.08794861 -0.65358201 -0.65358201 9.49368616 5.42329579 5.26534312 -0.65358201 11.15222519 0.02460337 4.51640603 1.28196525 2.66841417 -1.65335508 -1.65335508 9.36676676 NA 6.89337556 2.06784519 -0.0055979 0.0000000 0.0000000 2.0273000 -0.0402090 0.5547800 0.5586300 0.0080567 0.0080567 0.0316270 0.0316270 0.0196430 0.8247000 -0.6285500 0.0066653 0.0098669 0.0098669 -0.5604700 -0.6118100 -0.6118100 0.6149800 -0.0013858 0.0249690 0.0249690 -0.0403450 -0.0403450 0.0066653 0.0066653 -0.0146410 0.0971060 -0.0055979 -0.0055979 0.0101460 0.0000000 0.0000000 -0.6375500 -0.6362700 -0.6420300 1.6018000 -0.5481400 -0.4524400 -0.0197260 -0.0197260 -0.6159500 -0.6261700 0.0161460 0.0080567 0.0316270 0.0567980 -0.6241700 -0.6017700 -0.6017700 0.0213230 0.6142600 -0.6386900 -0.6386900 -1.1816000 0.0204830 0.0066653 0.0066653 0.0126550 -0.6149700 -0.6149700 -0.6118100 -0.0153290 0.5873900 -0.0592690 -0.6246500 1.6992000 -0.0230650 -0.0013858 0.0249690 -0.0403450 -0.0403450 0.0084743 0.0158660 -0.0678600 -0.3703100 -0.3703100 -0.3703100 0.0971060 -0.590 -0.590 0.000 0.000 0.000 0.000 -0.615 -0.612 0.587 0.000 -0.565 -0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.636 0.945 -0.508 0.000 -0.071 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.574 -0.370 0.000 -0.590 -0.590 0.000 0.000 0.000 0.000 -0.615 -0.612 0.587 0.000 -0.565 -0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.636 0.945 -0.508 0.000 -0.071 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.574 -0.370 0.000 9.72802423 7.09467418 0.93145614 8.29776598 6.91253490 10.46736722 9.90059047 9.10886340 9.31154398 1.66839148 6.68633104 -0.06854386 -0.06854386 12.63404944 -0.65358201 11.92679525 8.82928923 8.82928923 11.29480291 14.99223825 5.08794649 10.74174766 10.80386223 NA 7.93893853 NA 2.93143723 9.08626204 10.23140349 -1.65335508 5.67739830 15.54040127 7.33800360 10.36119921 5.96119036 12.25459245 8.96119123 9.897709 11.985370 10.099698 NA 9.190402 9.077800 11.295396 9.616777 9.022438 10.171440 8.532596 11.810510 7.791496 12.386514 13.606629 13.146926 8.460224 10.684939 8.559585 12.807577 11.014036 4.624282 13.185739 11.875058 9.963949 10.787869 7.409876 12.808871 12.844520 2.738789 10.999998 11.2007654 11.4212918 2.0469101 9.6214418 12.2768491 10.7701226 14.7677888 10.2772187 9.8012895 8.8846703 10.2582440 8.8572455 15.9048647 9.1384582 8.5325955 11.9831059 7.6996280 6.3237610 9.6824299 12.5886134 NA 8.4536982 11.3970102 9.7328827 8.7366502 10.6938259 8.7409441 7.4445130 7.5824958 6.8856403 10.3816241 -0.6535820 5.3464818 9.3237612 0.6683915 9.1262006 4.2772186 11.3198199 12.0316681 10.8345725 10.9260330 12.0673668 4.7388003 -1.6533551 NA 11.4162667 10.5541058 6.6318842 9.2757397 11.6438275 8.9482522 5.1013685 8.6260919 11.9766347 10.2106674 9.8252509 -1.6533551 9.7925307 9.4174675 10.3169467 7.2473484 9.8866094 TCGA-60-2711 64 0 NA 1260 lung stage ib t2 n0 m0 female 2007 889 no 90 lung squamous cell carcinoma- not otherwise specified (nos) 39 1969 r0 white not hispanic or latino 2 2 5 NA 3 1 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 3.433293e-06 1.629947e-06 14.2857142857143 25.8503401360544 25.8503401360544 10.2040816326531 23.8095238095238 NA 11.32763219 NA 0.71184728 8.82764249 2.09034535 3.09032841 5.95075767 -1.60999274 9.73474128 7.88574578 -0.61021295 6.55981605 4.43428794 4.14478059 NA NA 4.06231171 0.38989716 -1.60999274 7.70730322 11.79290256 11.14873834 5.69367094 8.41087064 -0.02517704 8.61991109 2.78219886 4.95974698 NA -0.02517704 5.38989028 4.29678042 14.38931764 10.61600162 11.79941406 10.42503333 6.84932252 -1.60999274 10.98491484 1.19723635 8.53393706 2.55980993 -0.61021295 5.79076943 10.58779523 2.71182526 11.43360140 13.16842666 10.15848839 9.58655422 5.54976157 NA 10.85264842 NA 5.04810101 10.59537834 4.83283433 9.88674431 4.71181975 10.26909090 7.00460027 5.73861924 NA -0.61021295 5.35567528 -1.60999274 NA 9.26102582 6.12460110 -0.61021295 NA 8.24163953 -0.11951037 4.94447899 -0.02517704 -0.61021295 1.71180324 1.71180324 7.91932101 1.97485966 7.44245837 2.30158765 1.5396000 1.0074000 0.0366530 3.6569000 0.1252000 1.1432000 1.2029000 0.4756400 0.4840600 0.5403600 0.5403600 -0.4481400 0.0311550 -0.5152200 -0.0284910 0.5755800 0.5875700 -0.5450200 -0.0151910 -0.0444150 0.9318300 0.5918400 0.4968300 0.5629400 -0.0426520 -0.0426520 0.2454400 0.2442900 0.5588600 -0.0546900 -0.5675300 0.4983900 1.0578000 0.7459400 -0.5421300 -0.5345600 -1.0911000 -1.0574000 -1.0574000 -0.5088800 0.1252000 -0.4877500 0.0444320 -0.5280800 -0.6010000 0.4007700 0.3703500 0.5403600 0.5614400 -0.4481400 -1.0766000 -0.5152200 -0.5152200 0.1296300 0.2515200 -0.1012500 -0.0318830 0.0000000 -0.0172540 -0.0172540 0.0184260 -0.5552700 -0.4978800 -0.0151910 0.6519000 0.6519000 -0.0070576 -0.5320500 -0.0902290 0.5573700 0.5918400 0.5629400 -0.4848600 -0.0426520 -0.5294000 -0.5294000 0.5588600 -0.5678300 -0.5678300 -0.5678300 0.4856100 0.000 0.000 0.000 0.000 0.496 0.000 -0.498 0.000 0.819 0.000 -0.479 -0.579 -0.022 0.563 0.563 -0.353 0.000 0.000 0.000 0.245 0.364 -0.529 0.559 0.563 0.563 -0.533 0.000 -0.467 0.000 1.143 -0.529 0.000 0.000 0.540 0.540 -0.448 0.000 -0.382 0.130 -0.513 0.440 0.000 0.000 0.000 0.000 0.496 0.000 -0.498 0.000 0.819 0.000 -0.479 -0.579 -0.022 0.563 0.563 -0.353 0.000 0.000 0.000 0.245 0.364 -0.529 0.559 0.563 0.563 -0.533 0.000 -0.467 0.000 1.143 -0.529 0.000 0.000 0.540 0.540 -0.448 0.000 -0.382 0.130 -0.513 0.440 10.06408283 8.53072040 0.71184728 6.01924822 5.89768575 9.89421298 10.42434562 8.35691497 8.82868235 1.84931877 7.31766857 NA NA 11.53423016 -0.61021295 10.92856449 6.91736731 9.49972114 11.50991778 15.01074039 5.40111844 10.08555385 11.07222682 NA 7.42880987 NA -0.02517704 8.80351863 10.97484368 -0.55342615 2.97485966 15.44304220 8.14477804 9.54407575 4.36716835 10.59323853 8.76492996 10.542809 12.181867 10.928564 NA 11.109493 7.232241 11.498578 10.104565 7.818250 10.424690 9.526882 10.585244 10.703624 11.863343 14.166529 12.228011 6.308754 11.105209 9.360715 12.976906 11.473702 4.396187 13.168427 11.327080 10.001838 10.852393 7.167968 14.238888 13.351747 2.782199 10.473037 9.89073243 9.94015632 2.47734057 8.63068176 11.32763219 10.78542468 14.39588740 10.19402153 9.96288921 7.83490522 10.42743752 10.28470833 14.33757314 9.73474128 9.52688162 11.23949113 7.76710124 5.36717184 9.19482825 12.19573517 NA 7.38989028 11.98957098 8.63068176 6.87773076 10.61600162 8.22594101 7.20687371 6.63781743 3.91345433 9.23773101 -1.60999274 4.88174292 8.55981566 -0.02517704 8.97766802 4.89768575 11.43360140 13.04653886 11.10713853 10.44143939 11.64166880 5.54976157 1.84931877 4.22278138 10.34372327 9.65374651 3.63781888 10.59537834 11.55196713 4.65667941 5.40111844 9.88674431 12.39945677 10.02560871 8.07639128 3.67529656 6.85341436 9.51849068 10.22475660 8.48000291 10.72695490 TCGA-60-2712 79 1 274 NA lung stage iib t2 n1 m0 female 2006 235 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 10 1959 r0 white not hispanic or latino 3 3 5 NA 1 6 3 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 2.462261e-06 7.976338e-07 21.2765957446809 24.468085106383 27.6595744680851 9.57446808510638 17.0212765957447 NA 11.6093342 -0.2646511 5.9737192 6.8951851 5.9927005 2.9052354 4.9832399 -1.2646511 4.4077402 9.8234392 1.0572076 11.1163156 8.0950631 4.7353110 NA 1.0572076 3.6422048 3.2129895 0.7353489 8.6164275 11.1068179 9.2460776 4.5426667 9.0299343 3.8645923 11.3841204 NA -1.2646511 0.7353489 2.0572423 9.7542091 7.1233310 15.4375393 9.6982094 11.4566263 12.4125927 6.2110472 NA 11.0552678 2.0572423 9.8879913 4.7125958 0.7353489 NA 11.3592704 4.1286646 10.5917390 11.4830554 11.1447044 9.7776706 5.4767802 NA 9.2956464 -0.2646511 3.4357486 11.4668446 6.6836810 10.5281037 -1.2646511 8.8939231 7.7296670 6.4835062 2.8227709 NA 7.5101003 NA NA 9.0862528 5.1782565 NA -0.2646511 9.8926604 -0.5334512 6.5618622 3.9756302 8.6203232 3.7797115 -0.2646511 10.1621024 -0.2646511 6.9052390 4.7364425 0.000000 0.181280 0.145380 1.240500 -0.442280 0.138410 0.138410 0.023845 0.023845 0.159710 0.159710 -0.127930 0.430640 0.159710 -0.130790 0.180770 0.143900 -0.162480 -0.424250 -0.126370 -0.408430 -0.095998 -0.218570 0.163000 0.175330 0.175330 -0.121300 -0.109540 -0.092729 -0.161490 -0.092694 0.000000 0.190010 0.130420 -0.447350 -0.445730 -0.448190 -0.448190 0.403500 -0.442280 -0.442280 -0.442280 -0.442280 0.138410 0.147170 0.157160 0.023845 0.159710 -0.439690 -0.127930 0.136590 -1.027700 0.159710 -0.409310 0.157910 0.157910 0.157910 -0.130790 -0.130790 -0.126500 0.166750 -0.108360 -0.138230 -0.424250 -0.431770 -1.053800 -0.092017 0.069863 -0.400480 -0.095998 -0.095998 0.150740 0.272590 0.175330 -0.414830 -0.414830 -0.057607 0.566910 -0.158430 -0.158430 -0.166530 0.039 -0.119 -0.131 -0.131 0.144 0.144 -0.162 -0.424 -0.404 0.000 0.000 -0.304 0.000 0.163 0.163 0.175 0.175 0.000 0.000 -0.110 -0.110 -0.415 0.000 0.181 0.181 -0.448 0.792 -0.442 -0.442 0.138 0.138 0.000 0.000 -0.280 -0.280 0.105 0.233 0.137 -0.251 -0.158 -0.158 0.039 -0.119 -0.131 -0.131 0.144 0.144 -0.162 -0.424 -0.404 0.000 0.000 -0.304 0.000 0.163 0.163 0.175 0.175 0.000 0.000 -0.110 -0.110 -0.415 0.000 0.181 0.181 -0.448 0.792 -0.442 -0.442 0.138 0.138 0.000 0.000 -0.280 -0.280 0.105 0.233 0.137 -0.251 -0.158 -0.158 8.2783454 8.0067766 3.5932940 7.1699420 8.7714872 9.2450884 10.5666207 8.5133905 10.1393906 2.0572423 6.6482022 0.3203114 1.5426543 12.9443098 1.5426543 11.1681659 6.6056780 8.5792345 10.8955316 13.6758106 6.8333455 11.1321858 11.2858198 -0.1536070 8.8359759 -0.2646511 2.8227709 8.9435478 9.1510447 -0.0693005 3.1947490 14.4549162 8.2351593 9.3491029 5.4767802 10.8349900 9.5800192 10.029360 12.246201 10.430107 3.944765 11.922356 7.536213 10.931301 9.409506 7.689510 10.837945 7.136192 10.675256 8.542668 10.228168 13.734829 11.214841 9.922666 10.866527 8.925138 13.441756 11.251506 5.449145 11.483055 11.950846 10.706138 10.896445 7.393525 14.733346 8.454702 3.127633 10.043652 10.3108527 12.7052395 2.3202825 9.4305418 11.6093342 11.4918698 13.8521833 10.1211759 8.6540871 8.5199483 10.6515661 9.7797075 16.6649417 4.4077402 7.1361924 11.0958863 9.5026703 7.0572412 12.0872189 11.2561777 NA 9.3444921 11.0273475 9.7851619 9.6741578 9.6982094 9.5256619 9.9417174 8.8503572 5.9737192 9.9288389 -1.2646511 5.3646705 8.4495589 0.7353489 9.5530967 5.2431092 10.5917390 13.9718509 11.0236028 11.3766879 11.2401324 5.4767802 2.1947490 NA 12.0551267 10.7328458 5.1103549 11.4668446 11.2918195 6.5101011 7.8386014 10.5281037 13.2949295 10.7694246 10.4487000 5.0572423 8.6010468 10.9665437 9.8806089 9.2211426 10.9186387 TCGA-60-2713 64 0 NA 1731 lung stage ib t2 n0 m0 male 2006 1456 no 70 lung squamous cell carcinoma- not otherwise specified (nos) 110 1955 r0 white not hispanic or latino 2 2 5 NA 1 4 3 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 1 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 6 7.282743e-06 2.358222e-06 8.60215053763441 26.1648745519713 26.1648745519713 12.5448028673835 26.5232974910394 -1.7888632 11.0863665 -1.7888632 1.2110122 8.3247431 NA 2.6704325 7.2140694 -0.2040669 8.5497377 7.5010203 0.2110122 11.9587745 5.7028542 5.5508514 -1.7888632 -1.7888632 3.4589331 2.0183493 2.0183493 8.6907813 11.9878454 10.1932818 5.2553950 8.6140134 5.2662843 6.0936447 4.4964048 7.0627499 NA 4.6704325 5.8257119 1.5329154 14.6629016 10.7936136 11.6172061 11.0003310 8.0021641 3.8257144 11.1199566 -0.2040669 9.8268653 3.9923606 -1.7888632 8.6033185 11.3427183 5.8856183 9.5892961 11.6652079 9.9338087 9.7259420 5.9389209 -1.7888632 9.9252467 -0.7891125 4.7501616 9.8820999 5.5508514 10.3774781 1.0183493 9.5368687 8.5250180 5.5860411 -1.7888632 -1.7888632 6.8727795 NA NA 9.1096024 5.7959643 3.4204555 -0.2040669 9.0478404 0.9465063 5.8034570 4.0139714 0.5329652 6.2053554 -0.2040669 10.3828034 5.0813652 7.3063981 4.0375492 -2.4000e-03 5.7465e-02 -5.5570e-01 3.6569e+00 -4.5137e-02 5.5030e-01 5.5030e-01 4.3536e-02 4.3536e-02 5.6235e-01 9.8220e-03 -3.6537e-01 1.6750e-01 -6.3153e-01 2.1838e-02 -4.1282e-01 8.5174e-02 -2.9628e-02 -5.3137e-01 -5.3137e-01 2.3257e-04 1.7359e-02 4.5095e-02 4.5095e-02 1.9178e-02 1.9178e-02 2.3381e-02 -5.1673e-03 -4.4703e-05 -1.7187e-01 -6.3512e-01 -2.4000e-03 -6.3251e-01 -5.6389e-01 -5.4757e-01 -6.2573e-01 -6.2573e-01 -6.3048e-01 1.6786e+00 -6.4023e-01 -5.7410e-01 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10.4133743 10.0315800 9.3056828 7.8512893 6.3650118 7.8014988 7.0863932 5.3409645 8.8320105 2.8384678 NA 7.9479852 -1.5538497 8.9259282 1.4461503 11.1545854 12.5627357 11.1676745 10.1225459 10.7907214 2.9055820 NA -1.5538497 10.8357794 8.6085395 6.5441809 10.2551122 11.4852384 4.8037023 3.9380034 9.1901410 11.7973634 10.1757687 9.4987160 NA 8.9529514 10.0053913 9.4369611 5.8807761 10.5628169 TCGA-60-2715 51 1 1075 NA lung stage ia t1 n0 m0 male 2008 NA yes 80 lung squamous cell carcinoma- not otherwise specified (nos) 25 1983 rx white not hispanic or latino 3 3 2 NA NA NA 4 1 NA NA NA NA 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.924522e-06 1.664627e-06 11.5183246073298 23.5602094240838 28.2722513089005 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10.4883989 12.2970437 2.9466560 9.2916924 11.5609066 10.3461129 14.0503253 9.3553405 8.3997902 8.4237408 9.4676029 9.6813665 16.5456060 4.5316185 7.4832281 11.2384032 8.4715252 7.3645094 10.0190128 10.9334471 -1.6384562 9.9667109 11.4289607 10.5866005 10.4227280 9.4747854 8.0793706 8.8930758 7.8615404 8.2939093 8.7312919 3.0621390 0.9466560 8.3546329 1.1690270 9.3049417 5.7280157 10.7236382 12.6335951 10.5989044 11.0270304 11.0849287 5.5905122 2.7540109 0.6836515 12.6965264 10.6149510 7.2382117 10.7734702 11.6944303 8.3673191 5.3840636 10.0785139 12.0846087 10.0590965 10.6208492 -0.6382316 9.7545485 10.4227753 9.7093158 7.1593557 10.7162193 TCGA-60-2716 39 0 NA 1475 lung stage iib t2 n1 m0 male 2007 NA no 90 lung papillary squamous cell caricnoma NA NA r0 NA not hispanic or latino 4 1 2 NA 3 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.37566382 1.95281811 NA 7.56260496 NA 0.95278084 3.79109515 NA 8.63697474 4.81079268 NA 7.27774118 3.76016771 9.12773644 -1.63218166 NA 9.04908644 3.89235216 NA 6.91088014 11.56383543 8.91087984 4.27473875 8.40539508 NA 13.50014704 NA -0.04721916 NA 2.82727029 5.13603139 -0.63218166 13.79178111 9.75047218 10.34333786 11.86520101 4.41223957 NA 11.49310014 NA 8.84143226 NA NA NA 11.43068692 1.68979116 10.95140107 13.94727869 13.15135800 9.90029173 6.49713171 0.68974644 8.58701650 -0.04721916 2.61576939 10.83290433 1.17517327 10.12607138 NA 8.87762310 4.20073974 4.55767353 0.36781834 -1.63218166 4.27473875 -0.63218166 -1.63218166 8.80247630 5.54775828 NA NA 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11.7562691 5.3451267 4.7941143 7.4067671 12.3899558 -1.6321817 6.6252354 11.0801602 9.8313725 7.2289351 9.7504722 10.3154851 2.9528181 2.5377682 8.8149314 9.4479994 NA 4.5377744 6.1426360 NA 9.9176328 0.3678183 10.9514011 14.2435735 10.6026656 11.2143180 11.4334326 6.4971317 2.5377682 NA 9.7021214 9.9876096 3.3220435 10.8329043 11.1904190 3.8914095 6.5773019 10.1260714 13.4537355 10.7046336 7.9880677 NA 10.6863909 10.2310897 10.4503299 8.1210646 10.9152247 TCGA-60-2719 83 0 NA 1297 lung stage ib t1 n0 m0 female 2007 932 no 60 lung squamous cell carcinoma- not otherwise specified (nos) 7 1950 r0 white not hispanic or latino 1 1 6 NA 3 2 4 1 1 3 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5.583437e-06 1.942065e-06 17.4311926605505 21.1009174311927 24.7706422018349 7.79816513761468 28.8990825688073 NA 12.2262823 NA 2.8637006 8.0715273 2.9225975 -0.1363787 4.3872591 1.2787579 9.1765821 3.8637006 0.6006504 8.8062138 3.8637006 2.4486631 -0.7211826 NA NA 2.2787282 -0.1363787 7.4906247 12.0006903 7.7885115 2.7381625 7.9998360 3.7050047 11.6778811 NA -0.1363787 -0.1363787 1.0861044 4.6881300 1.2787579 14.2724902 10.8756253 11.4447428 10.5466938 4.0600993 NA 11.5308108 -0.7211826 9.1485928 2.6710442 NA 3.2787431 11.3676492 2.2805407 10.6772132 13.1337195 9.6395838 10.9564432 2.9791839 NA 9.5933200 NA 3.2787431 9.7076202 4.1367164 7.9440725 -1.7211826 9.2681312 5.2212507 4.5825199 0.8637006 NA 5.3555520 NA NA 9.8217686 5.0469232 NA -1.7211826 11.7799519 NA 3.4080189 1.0861044 1.7381625 0.2786985 1.7381625 8.4586457 -0.7211826 8.4015648 1.6833821 -0.2095800 0.2077900 0.1638400 2.3373000 -0.1528500 1.8847000 1.8686000 0.1999900 0.1999900 0.2248400 0.2172900 -0.6749000 1.0816000 0.2512100 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8.9493931 10.7904893 9.7133650 14.8972656 9.1765821 7.4561564 10.7728423 8.0763982 5.0469232 8.4796352 10.8772545 NA 7.6252508 11.3073335 9.1590855 7.7237517 10.8756253 8.8702590 6.7504122 5.8934472 6.2843605 11.5346505 2.3661963 1.2787579 7.5003240 0.8637006 9.3087140 3.8934496 10.6772132 12.9221984 11.0176734 10.9839371 12.2853258 2.9791839 3.2787431 2.7381625 9.9590962 10.9378407 4.9225927 9.7076202 11.6898504 4.9511635 5.6624419 7.9440725 12.7681457 11.4745703 9.2983275 1.7381625 9.0185173 8.5745860 10.1320462 6.6537766 9.9891127 TCGA-60-2720 60 0 NA 97 lung stage ib t2 n0 m0 female 2007 119 NA NA lung squamous cell carcinoma- not otherwise specified (nos) 110 1967 r0 white not hispanic or latino 1 3 2 NA 1 3 3 1 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 4 4 0 0 0 0 0 0 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0.0603650 0.0603650 0.1175600 0.1175600 -0.2262300 0.3125700 -0.2480000 0.0000000 -0.2344700 -0.0374900 -0.2388700 -0.2308000 -0.2274800 -0.1923700 -0.1923700 0.0108420 0.0108420 0.1472600 0.1409900 0.1169700 -0.0070576 0.0794470 0.0794470 0.0688080 0.0688080 0.0688080 -0.2119300 -0.0087146 -0.0087146 -0.0087146 -0.2146600 -0.2146600 -0.2146600 -0.2146600 -0.2258100 -0.1112900 0.0869560 0.0748400 0.0603650 0.0603650 -0.1440000 -0.2262300 -0.2262300 -0.2262300 -0.2262300 0.0070826 0.0070826 -0.1570700 -0.1698000 0.3359300 0.3688700 0.0000000 -0.2344700 -0.2344700 -0.0374900 -0.2308000 -0.2308000 -0.2358200 -0.2358200 -0.2274800 -0.2274800 -0.2274800 -0.1923700 -0.2181200 0.0108420 0.1030700 0.0993600 0.1169700 -0.0227440 -0.0227440 -0.0227440 -0.0070576 0.000 0.000 0.313 0.313 0.000 0.000 -0.234 0.000 -0.231 -0.236 -0.236 -0.227 -0.227 -0.192 -0.192 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.117 0.000 0.000 0.000 0.000 -0.215 -0.215 0.603 -0.111 0.000 0.000 0.000 0.000 0.118 0.118 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11.1586285 14.3660834 9.0334778 7.6921893 10.2865967 10.4418488 10.0717318 16.0097317 11.0023599 5.3720327 9.5062530 8.3958790 7.2200290 9.6823723 10.4780454 0.1432628 9.8608899 10.2776397 10.3074919 10.0128073 11.1254941 7.9278485 7.1204930 6.3720327 5.9505687 8.4673940 -0.8567372 1.4651386 6.8297139 0.1432628 7.7870693 9.1474339 9.2093028 13.9029456 11.1718102 9.8846805 10.3453373 3.5355305 0.7281382 2.1431975 10.6510081 9.3635918 5.9633932 10.6804319 10.4958087 7.3911413 5.0739487 7.9665804 13.6581124 11.2913722 9.4696430 6.4378336 8.4053083 10.5076163 9.5985407 8.1204935 9.4412760 TCGA-60-2721 73 0 NA 983 lung stage ib t2 n0 m0 male 2008 794 no 70 lung squamous cell carcinoma- not otherwise specified (nos) 93 1946 r0 white not hispanic or latino 1 1 4 NA 2 3 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 2.427581e-06 8.323135e-07 9.47368421052632 32.6315789473684 23.1578947368421 14.7368421052632 20 NA 12.5088022 NA 3.7755458 7.9883365 -0.3536530 0.6462548 4.5769997 -1.3536530 9.3851985 6.7337245 1.2312481 11.3946643 5.8360857 5.2008496 -1.3536530 1.9682014 1.8161901 1.4535966 NA 7.7310698 11.7538058 8.6727853 5.5531516 8.9443244 3.3467016 12.6595844 NA -0.3536530 NA -0.3536530 8.5334824 1.2312481 15.4418919 9.6091577 11.8634622 11.9514685 7.1219955 NA 11.7003573 2.3467016 9.2253325 2.4536229 NA -1.3536530 11.9204054 5.2633237 10.4115478 13.3921986 11.2883135 10.8132094 5.6235421 NA 9.9833261 NA 3.1698288 10.8459341 6.1776428 10.3647947 -1.3536530 8.8858602 6.8010797 4.2609741 NA 1.8161901 4.5531516 -0.3536530 -1.3536530 9.5982749 4.9316641 1.8161901 -1.3536530 8.7547863 1.0738888 5.9949892 0.2311866 0.9682014 1.6462548 4.0725260 9.5189366 -1.3536530 8.5456186 4.9113608 0.35969000 -0.01369300 -0.03585700 1.12190000 0.84869000 0.31916000 0.31916000 0.06107900 0.06107900 0.01098200 0.01098200 3.65690000 0.02690500 -0.58539000 0.01852300 0.01754400 0.01754400 -0.13574000 0.00249690 0.00097064 0.00374650 0.05153000 0.00249690 0.00249690 0.00000000 -0.00110870 0.12079000 0.01391100 -0.02082400 -0.13290000 0.07627900 -0.54875000 -0.01298900 -0.01369300 -0.03585700 -0.58713000 -0.59036000 -0.59036000 1.07380000 -0.59205000 0.38469000 -0.14232000 0.43834000 0.53872000 -0.59556000 0.05209900 0.06107900 0.01098200 0.01098200 -0.58363000 -0.58864000 -0.58539000 -0.58539000 -0.58539000 0.11140000 0.01433000 -0.01629200 -0.57476000 0.01852300 0.01852300 0.01754400 -0.11639000 -0.13893000 0.00249690 0.52503000 0.01908300 0.02398700 0.01460900 -0.55517000 -0.55517000 -0.61239000 -0.01188700 0.42503000 -0.00110870 -0.11247000 -0.12187000 -0.02082400 0.13169000 0.11229000 0.11229000 -0.13290000 0.000 0.000 -0.575 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 0.000 -0.587 0.463 -0.592 -0.142 0.319 -0.529 0.000 0.000 0.000 0.000 -0.490 0.000 -0.585 -0.585 -0.133 -0.133 0.000 0.000 -0.575 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 0.000 -0.587 0.463 -0.592 -0.142 0.319 -0.529 0.000 0.000 0.000 0.000 -0.490 0.000 -0.585 -0.585 -0.133 -0.133 7.8111685 7.9500426 1.6462548 8.8702633 7.3327625 9.8876491 11.2051608 8.9591448 9.7089825 0.2311866 7.1381151 NA 0.2311866 11.6585371 0.2311866 11.1895353 6.2161172 9.3826636 11.1532461 14.3964191 3.8161901 10.8870531 11.0391158 0.9682014 10.3536209 1.2312481 1.6462548 8.4823123 9.9922103 -1.1903386 2.2312173 15.4478186 7.2937199 8.9625432 5.5042422 11.2151679 9.7515156 10.222746 12.448475 10.982489 1.231248 10.559525 9.449586 11.511802 10.123008 7.121996 9.681748 7.238719 11.168081 12.046474 10.671571 14.706852 10.857542 8.689289 11.115649 8.348434 13.511173 11.387729 4.945102 13.392199 13.513637 11.339531 10.883173 7.798546 13.670208 11.938871 2.733723 13.899038 10.740669 10.984441 1.816190 8.776832 12.508802 10.585474 13.648503 9.362224 9.506076 8.713696 9.811169 9.094378 15.606320 9.385198 7.238719 11.856476 7.867849 6.216117 10.428441 12.070559 NA 8.721741 10.322219 9.323981 8.440678 9.609158 10.089205 8.437425 8.158014 6.318687 10.066748 2.105678 2.733723 8.806133 -1.353653 9.308930 4.690657 10.411548 12.007520 10.458038 10.707633 10.834232 5.623542 2.231217 6.169823 11.553528 10.796009 3.504239 10.845934 11.240586 6.785813 4.453616 10.364795 12.465443 10.458038 9.023472 1.453597 9.269229 10.790308 9.585106 8.647670 11.125789 TCGA-60-2722 66 0 NA 908 lung stage iib t2 n1 m0 male 2008 733 no NA lung squamous cell carcinoma- not otherwise specified (nos) 90 NA r0 white not hispanic or latino 2 2 5 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 4 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.491330 13.552940 3.604368 10.514000 11.22516013 8.00841125 2.06004738 9.49883565 11.22327417 10.26949713 15.25043244 9.83098288 10.04672023 8.69303909 11.06074807 9.43797735 13.70791440 0.06004738 6.44086585 11.58572774 5.70390081 4.83263182 7.08241200 11.14772765 NA 6.63495332 11.03302359 8.21317374 7.61973946 10.57113752 5.90134722 4.79700779 4.95081365 3.79701298 9.00158046 NA 2.64500988 6.33926746 NA 9.20470196 1.64500988 11.27294541 12.82477720 11.01108564 11.88420701 11.87542711 4.54116788 -1.52491512 -1.52491512 10.17030954 9.67168347 6.02966932 10.37557078 11.69213022 9.23330450 -0.52491512 10.13061200 12.67988167 10.57771318 8.49744910 NA 5.68453544 7.48538577 10.04398748 7.94878713 10.39058730 TCGA-60-2723 74 0 NA 1092 lung stage ib t2 n0 m0 female 2008 693 no 60 lung squamous cell carcinoma- not otherwise specified (nos) 58 1949 r0 white not hispanic or latino 2 2 6 NA NA NA 2 2 1 1 NA NA 4 0 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 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-0.176 0.132 0.264 0.264 0.194 -0.012 -0.230 0.989 0.000 0.000 -0.229 0.911 -0.234 -0.234 0.968 -0.200 -0.240 -0.240 0.108 0.108 -0.082 0.136 -0.213 -0.213 0.000 0.000 -0.220 -0.220 -0.228 -0.228 0.223 -0.201 -0.239 -0.228 -0.228 -0.218 -0.218 -0.237 -0.237 0.000 0.000 -0.176 0.132 0.264 0.264 0.194 -0.012 -0.230 0.989 0.000 0.000 -0.229 0.911 -0.234 -0.234 0.968 -0.200 -0.240 -0.240 0.108 0.108 -0.082 0.136 -0.213 -0.213 0.000 0.000 9.7794900 8.0500385 -0.3866569 0.6133431 6.0479549 9.7573478 9.6488134 9.3037353 9.9686780 3.4713045 5.6245542 NA 0.6133431 12.7952557 0.6133431 10.3028883 8.1211216 8.7257664 11.0824626 13.8714881 4.8031495 11.2544756 10.8615511 NA 6.2499516 NA 2.6133195 9.5051107 9.8695357 NA 4.4462165 15.0984645 8.6231558 9.8111579 4.8987308 10.6635158 8.4759644 9.030124 11.402657 10.281769 NA 9.517209 8.037493 11.285973 9.632223 5.167916 10.400821 7.394686 10.733562 9.257183 13.728086 13.709342 11.211612 9.508902 10.877183 9.622456 12.829391 13.323864 4.531949 12.967359 10.942002 10.707735 10.569703 7.381511 14.574559 12.178310 NA 10.130996 11.0450857 10.4218890 -0.3866569 8.7681449 10.9785558 10.7972724 14.9367683 8.6119174 9.3122486 9.8765961 10.1659961 10.7975825 16.0362048 9.7185808 7.3946865 10.6549861 7.7007899 6.9796493 10.1300119 11.7264180 NA 8.0269549 11.1111788 9.9050733 8.3480367 9.2298758 7.8349141 7.2317127 7.5906073 4.5675211 9.5580391 NA 7.1290264 8.3085552 -0.3866569 8.7361550 3.0056515 10.3987795 14.1089322 11.8037690 10.2252740 10.3232723 5.1524877 NA 0.6133431 11.7007898 10.9310222 5.8031521 11.5194660 10.7413213 9.0531578 3.6133313 10.2553787 13.3801147 11.4146312 8.4126088 NA 6.8754213 9.3453926 9.7807451 8.1270544 9.5740531 TCGA-60-2724 47 0 NA 717 lung stage iiia t3 n1 m0 male 2008 111 no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1976 r0 white not hispanic or latino 1 1 4 NA 2 3 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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5.4987264 2.3090889 NA 0.1935825 -1.3913800 NA 9.5951978 0.6086200 6.5452827 -1.3913800 0.0850760 0.1190200 -0.1065700 0.6360900 -0.2102000 1.6253000 0.0331270 0.0000000 0.0000000 -0.0599420 -0.0599420 3.6569000 0.8050000 -0.3722300 -0.0839970 0.0965250 1.4440000 -0.3497300 0.1342100 0.1285900 0.6255100 0.0930400 -0.0488830 -0.0488830 0.0026357 -0.0768310 0.0957980 0.0957980 0.0610790 0.1518800 0.1138900 0.0850760 0.1190200 -0.1065700 -0.0953840 -0.3648800 -0.3614700 -0.3614700 0.1422100 -0.2102000 -0.2102000 -0.3449200 -0.3449200 -0.3629500 -0.3629500 0.0000000 -0.0355920 -0.0599420 -0.0599420 -0.1729700 -0.3722300 -0.3722300 -0.3722300 -0.3722300 0.1067200 0.1067200 0.1181400 -0.3795200 -0.0839970 -0.0839970 0.0936210 -0.3603400 -0.3603400 0.1342100 0.1121300 0.1121300 -0.4057300 0.0356650 0.4883700 -0.3929700 0.0930400 -0.0968420 0.0026357 -0.0768310 0.1475600 0.1189100 0.0610790 0.1124200 0.1124200 0.1124200 -0.8739300 0.107 0.107 -0.285 0.000 0.131 0.131 -0.350 0.134 0.112 -0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.000 0.012 -0.107 -0.216 0.146 -0.345 -0.345 1.674 1.311 0.000 0.000 0.000 0.000 0.000 0.805 -0.372 -0.372 0.112 0.112 0.107 0.107 -0.285 0.000 0.131 0.131 -0.350 0.134 0.112 -0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.000 0.012 -0.107 -0.216 0.146 -0.345 -0.345 1.674 1.311 0.000 0.000 0.000 0.000 0.000 0.805 -0.372 -0.372 0.112 0.112 8.479009 9.058825 -1.391380 5.884769 7.080320 9.235266 10.845556 8.862492 10.441535 -0.391380 6.926058 NA 7.748196 12.118172 -0.391380 10.046917 8.356838 8.396547 10.661471 13.936022 4.696105 11.108989 10.964546 -0.391380 9.937320 4.758394 8.896357 9.831440 10.311250 NA 3.252506 15.985592 7.622665 9.235266 7.333159 9.935636 9.450209 9.2113435 12.2833887 9.9311362 6.6693401 6.9440350 6.9215280 11.2857036 9.0137860 8.5758709 10.9719581 8.4866955 10.9328196 8.3382653 11.0508107 13.5312291 11.5004284 9.1641924 10.1708871 7.8205332 12.9746253 11.7178224 5.5418617 11.8683409 11.2409584 9.5548200 9.7073348 6.9966622 13.4390713 9.6015831 0.9305481 12.2899929 10.8969340 9.3374156 0.1935825 8.5844928 10.8937579 11.1453776 14.5426340 9.2623855 9.4110561 8.9283167 9.7171692 9.7125880 13.3641582 9.9934284 8.4866955 10.1035003 8.9945070 7.0803198 5.2668577 11.2187468 NA 7.8917333 10.8389654 9.4866957 10.2610416 9.4996689 8.5729855 3.3090889 4.0680774 6.1555388 7.5245237 2.3090889 0.6086200 8.1708870 NA 8.4014351 3.9305765 10.0063193 13.1920213 11.8616057 9.3610252 10.6961076 2.0680860 1.6086673 NA 12.7159435 9.7301782 3.9661997 11.0445753 11.8321940 8.6827861 5.7171692 10.5548199 12.2785263 10.9939679 9.2623855 6.0762512 5.8847688 9.1579191 9.6184732 6.1400260 10.5758710 TCGA-60-2725 74 0 NA 816 lung stage ib t2 n0 m0 male 2009 719 no 90 lung squamous cell carcinoma- not otherwise specified (nos) 56 1950 r0 white not hispanic or latino 3 3 4 NA 1 6 4 1 3 3 NA NA 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.577724e-06 1.733986e-06 10.8695652173913 19.0217391304348 34.7826086956522 9.23913043478261 26.0869565217391 NA 10.9533611 -1.1769029 5.5779998 8.0374316 7.5946015 6.5779998 5.2660556 1.9930221 9.7794886 6.6304666 NA 8.5339188 10.2138187 7.1540292 -0.1769029 NA 1.8230971 -0.1769029 1.6304521 8.4080749 11.3023874 10.5235522 5.1806651 8.5252851 6.3853551 11.4802075 1.8230971 5.5096135 -1.1769029 3.0710418 7.4155694 1.9930221 15.1539232 9.5879839 10.6587681 11.5213830 6.2239920 -1.1769029 11.3685596 2.8231175 10.0318040 4.7300041 NA 9.5813356 10.5291162 5.9543522 10.5641580 12.0306987 9.4211648 9.9181929 6.1629633 NA 9.3574152 NA 3.9523988 10.7960922 5.9420523 10.6163093 NA 9.0362165 7.4884483 6.2825436 1.1450252 0.8230971 8.1585026 -1.1769029 -1.1769029 9.7714796 5.7656276 NA 0.8230971 9.1729465 NA 5.3149647 5.1727235 3.6810894 1.9930221 4.8003926 10.0489223 1.4080596 7.3229584 1.8230971 0.1474700 -0.0092666 -0.0167040 0.5378400 0.0427320 0.3628000 0.3507100 -0.0557690 -0.0557690 0.0588730 0.0588730 0.2283900 0.1667000 -0.0476660 3.6569000 0.2659200 0.3525100 -0.2191200 -0.1772700 -0.1772700 0.1533800 0.1690400 0.1820700 0.1209300 0.0934750 0.0934750 -0.0939310 -0.0939310 0.4990900 0.0321400 0.0593660 0.1474700 -0.0092666 -0.0167040 -0.0167040 -0.2137900 -0.2209600 -0.2209600 0.5191800 -0.0188590 0.0427320 0.0764220 -0.0655810 -0.2168800 -0.2160200 -0.1173000 0.1810200 0.0588730 0.1761200 -0.1116800 -0.0350810 -0.2150300 -0.2150300 -0.0476660 0.0723960 0.0723960 -0.2210800 -0.0088526 -0.2103200 -0.2074700 -0.2404600 -0.2152800 -0.2152800 -0.1955000 0.0816100 0.1483100 -0.2213300 -0.2032400 -0.2289600 0.0846430 0.1523300 0.1681800 0.0934750 0.1422100 -0.2140400 -0.2139200 0.4471300 0.0360880 0.0086135 -0.0031239 -0.0031239 -0.221 -0.221 0.000 -0.207 0.338 0.338 -0.215 -0.177 0.148 0.255 0.261 -0.229 0.000 0.182 0.182 0.000 0.000 0.147 0.147 0.000 0.000 -0.214 0.483 0.000 0.000 -0.214 0.000 0.000 0.000 0.351 0.135 0.157 0.157 0.000 0.000 0.055 0.167 -0.214 -0.214 0.000 0.000 -0.221 -0.221 0.000 -0.207 0.338 0.338 -0.215 -0.177 0.148 0.255 0.261 -0.229 0.000 0.182 0.182 0.000 0.000 0.147 0.147 0.000 0.000 -0.214 0.483 0.000 0.000 -0.214 0.000 0.000 0.000 0.351 0.135 0.157 0.157 0.000 0.000 0.055 0.167 -0.214 -0.214 0.000 0.000 8.7538499 8.1314516 2.9930403 8.1894347 7.8259274 9.6328805 9.9766644 9.1534915 9.6950177 3.2825436 6.3149647 0.8230971 1.4080596 12.7158449 -1.1769029 10.3064244 7.3348650 8.6480710 10.9231111 13.5284208 6.4955385 11.0307369 11.3673524 1.6909981 7.9290210 0.4080596 3.4080732 9.3269382 9.8385275 3.7227720 1.4080596 15.1876233 7.6011899 10.1056216 6.9211447 11.0849135 8.8357368 9.5578221 11.3119568 10.2462283 -0.1769029 9.2712286 8.6623162 11.2766403 9.4313672 6.7300027 8.7989603 7.9316370 11.0279800 10.8209975 10.4750610 13.5874138 11.5840402 9.0422810 10.7080461 10.1102476 13.4941005 11.7188770 4.0569216 12.0306987 11.4167369 11.2303802 10.2530421 7.6996294 13.7259835 11.1817636 2.5235620 10.7838384 10.5518833 12.8780558 2.1450252 8.9065918 10.9533611 10.7482959 14.0362531 8.6810933 9.4584950 8.8454803 10.2665740 8.8702362 16.2713416 9.7794886 7.9316370 10.6236079 11.2122059 5.9316358 10.2804932 10.9855037 NA 9.0662865 10.8878551 10.0805002 9.8722803 9.5879839 8.2239920 8.1651869 8.1062007 6.5645794 9.5771648 2.9930403 4.5510299 8.4248830 0.8230971 8.8287369 6.4080749 10.5641580 13.0943565 11.6472756 10.1712873 11.3796184 6.1629633 4.7300041 NA 11.2167710 9.7903387 5.5096135 10.7960922 11.0227847 7.5846634 6.3777016 10.6163093 12.0622634 10.9769810 10.3023874 -0.1769029 10.0221712 10.3012601 9.9250881 7.2493771 10.5717246 TCGA-60-2726 56 1 358 NA lung stage iia t2 n1 m0 male 2009 358 no 0 lung squamous cell carcinoma- not otherwise specified (nos) 42 1967 r0 white not hispanic or latino 4 1 1 NA 2 3 3 1 NA NA NA NA 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 1 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 8.219096e-06 2.913097e-06 12.8834355828221 23.0061349693252 30.0613496932515 4.29447852760736 29.7546012269939 -0.04394335 10.60268931 NA -0.04394335 6.93341094 6.59998721 -1.04394335 3.41555587 -1.04394335 10.12793282 4.71101576 -0.04394335 8.58366462 6.69084029 3.86301665 NA 1.76349656 NA 0.54111830 NA 5.94481629 10.89019001 7.61434176 1.27804424 8.90741528 1.27804424 11.05679295 -0.04394335 0.95613102 NA -1.04394335 5.82649510 -1.04394335 15.18304999 11.62390741 11.14903982 10.47281551 5.27805911 NA 10.79533440 5.87499364 5.79104304 2.95613102 NA NA 11.63541935 5.55604309 10.68320018 13.27939651 10.76830791 9.72414938 3.47969621 NA 8.39699986 -1.04394335 -1.04394335 10.48702462 5.36552108 10.93769786 3.27805911 8.63032283 5.06465440 5.06465440 NA -0.04394335 6.93912430 NA NA 8.76991188 6.51071987 -1.04394335 0.54111830 7.46392484 NA 7.49140579 NA -1.04394335 4.27805911 0.95613102 8.87945797 -0.04394335 7.32681775 4.09158137 0.230550 3.656900 0.221760 1.440200 0.538190 0.702740 0.705880 0.246840 -0.250550 0.515080 0.515080 -0.194000 0.990320 -0.192240 3.656900 0.247620 0.222990 -0.211690 2.457100 -0.197250 0.250740 0.270170 0.232250 0.232250 -0.176610 -0.176610 0.654240 0.654240 0.345510 -0.208090 -0.185460 -0.185460 -0.211990 -0.243260 0.221760 -0.195870 -0.205360 -0.205360 1.369700 -0.207470 -0.206470 0.150540 -0.217870 0.020483 0.000000 -0.209830 -0.202610 0.515080 -0.208210 -0.221580 -0.192240 -0.192240 -0.192240 -0.192240 0.286750 0.286750 0.286750 -0.195620 -0.200500 -0.215530 0.222990 -0.211690 -0.211690 -0.170820 -0.253360 -0.191370 -0.186720 1.212500 -0.195750 0.270170 0.270170 -0.645740 -0.095912 -0.176610 -0.185840 -0.185840 0.345510 0.849090 0.849090 0.849090 -0.191370 0.287 0.287 -0.200 -0.200 0.641 0.641 -0.212 -0.185 -0.191 0.243 0.429 0.074 0.270 0.232 -0.413 0.000 0.000 0.045 0.231 0.654 0.654 -0.186 0.346 0.222 0.222 -0.205 1.164 -0.206 -0.206 0.682 0.000 -0.206 -0.206 0.515 0.515 -0.194 0.796 -0.192 -0.192 0.849 -0.191 0.287 0.287 -0.200 -0.200 0.641 0.641 -0.212 -0.185 -0.191 0.243 0.429 0.074 0.270 0.232 -0.413 0.000 0.000 0.045 0.231 0.654 0.654 -0.186 0.346 0.222 0.222 -0.205 1.164 -0.206 -0.206 0.682 0.000 -0.206 -0.206 0.515 0.515 -0.194 0.796 -0.192 -0.192 0.849 -0.191 8.40321403 7.33983486 2.41556940 7.63561075 7.16558438 8.88834539 10.51932685 6.21351837 10.15027178 3.34844490 7.81099892 NA 1.76349656 12.18344570 0.54111830 11.37451033 7.71101783 8.50879982 10.87368172 12.93278421 5.67037583 10.03160968 11.95278063 -0.04394335 9.62324210 3.34844490 5.22291659 8.59818243 10.66088157 0.17645044 2.76347532 13.92092268 7.70432352 8.97849854 2.86302657 10.68021806 8.59998683 9.647002 11.406311 9.654835 2.656565 12.414665 6.222917 10.999158 8.544845 7.544845 8.506877 8.315880 9.609845 10.922276 9.577267 13.774513 9.505915 6.415563 9.665214 9.677230 12.524205 11.804167 4.044018 13.279397 13.035032 10.584576 9.235741 7.069873 13.530678 12.391410 8.568999 8.856998 10.777905 11.946766 1.278044 8.463925 10.602689 10.524562 13.425898 8.879458 9.882145 9.634731 9.205244 9.710183 14.997490 10.127933 8.315880 10.768308 6.431864 5.313681 11.259911 9.869768 NA 7.763485 11.333612 9.093122 9.787438 11.623907 8.341993 6.880943 7.236901 3.479696 8.660034 2.278044 -1.043943 5.222917 1.278044 7.978498 3.763486 10.683200 14.046202 10.126056 10.184348 10.812945 3.479696 4.204055 3.043589 10.931620 9.149656 7.581839 10.487025 11.390238 5.863022 7.184950 10.937698 12.672843 10.424245 9.148423 6.776309 8.503025 10.978405 9.989554 8.904498 10.744849 TCGA-63-5128 NA 1 NA NA lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 NA NA 2 2 5 2 4 4 2 2 1 1 NA NA 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 8.912691e-06 2.53162e-06 12.6888217522659 17.5226586102719 33.2326283987915 8.45921450151057 28.0966767371601 NA 10.9879483 NA 2.3022313 8.8955135 NA -0.8677522 4.9099843 -0.8677522 1.9396403 6.6868899 -0.8677522 10.6878489 2.1323136 7.6440538 -0.8677522 NA NA 2.1323136 NA 7.0748158 11.8286167 11.4043477 6.5246185 8.1848694 3.0391910 11.2625500 1.4542285 NA NA 6.4269222 6.6080345 NA 12.6737609 10.8508340 10.6361269 12.9238711 5.6558641 NA 10.9291519 1.4542285 9.0759294 3.0391910 4.9651932 1.4542285 11.5816278 2.5982699 11.2144502 13.1450130 11.6897649 10.1256641 5.7021561 -0.8677522 10.1882615 NA 3.3802307 8.1684746 1.1323136 10.4286439 NA 8.8971726 4.0391910 3.5246154 NA NA 7.0571134 NA NA 9.7322141 5.7470114 NA NA 8.4337974 2.4799548 1.7172542 NA 1.4542285 2.3022313 0.7172981 8.2641583 NA 7.5289057 1.1323136 0.4380000 0.0296060 0.0195770 1.2335000 -0.4161900 0.5824700 0.3497900 0.0391950 0.0148430 0.8496800 0.4141200 0.4415500 0.4490100 -0.4238600 0.0189430 1.4994000 0.0223040 -0.4183800 -0.4148300 0.4164700 0.4636500 0.0216030 1.2041000 0.4322600 0.3870000 0.3870000 1.0174000 -0.4209000 0.4415500 -0.0344950 -0.4099200 -0.4201100 0.0296060 -0.0015764 -0.4265800 -0.3826900 -0.3714500 -0.3714500 1.1364000 -0.4161900 -0.4161900 -0.4052800 -0.4052800 -0.4188200 -0.4188200 0.0391950 -0.3480200 0.4141200 0.4251900 0.0418830 -0.4133200 -1.2898000 -0.4238600 -0.4238600 -0.9067700 -0.9067700 -1.0188000 0.0258120 0.0189430 0.0356650 0.0223040 -0.4235400 -0.4235400 -0.4148300 0.4547900 0.4547900 -0.4165200 -0.4165200 0.0216030 0.0216030 0.0216030 -0.4190400 0.3644400 0.3870000 2.4872000 -0.4287700 0.4621200 -0.0336770 -0.0344950 -0.0344950 -0.0344950 -0.411 -0.411 0.000 0.000 1.518 1.518 -0.424 -0.415 0.464 -0.417 -0.417 0.000 0.000 1.204 1.204 0.387 0.387 -0.410 0.022 0.049 -0.421 2.487 0.442 0.000 0.000 -0.371 1.209 -0.416 -0.416 0.350 -0.069 0.000 -0.348 0.850 0.414 0.000 0.377 -0.413 -0.413 0.000 0.000 -0.411 -0.411 0.000 0.000 1.518 1.518 -0.424 -0.415 0.464 -0.417 -0.417 0.000 0.000 1.204 1.204 0.387 0.387 -0.410 0.022 0.049 -0.421 2.487 0.442 0.000 0.000 -0.371 1.209 -0.416 -0.416 0.350 -0.069 0.000 -0.348 0.850 0.414 0.000 0.377 -0.413 -0.413 0.000 0.000 8.0864977 7.8737683 NA 8.6301532 8.3393156 9.8318736 10.9520811 9.0571137 9.3932208 3.9902833 6.7976369 NA NA 11.8172689 -0.8677522 10.7367849 9.8695485 8.9887267 11.0346123 14.2081563 3.9902833 10.7130308 10.9640043 -0.3617871 11.1301863 NA 1.9396403 8.9746515 9.6201412 NA 2.4542285 16.1599265 7.7247580 8.8310057 5.2820468 11.7338398 8.7340721 10.3920444 12.1347646 10.7451697 -0.8677522 8.9364321 9.4463179 10.6146050 9.9348175 7.5501534 10.7520626 8.3368725 12.9318692 5.7616576 11.9912535 13.3838576 12.3976232 7.0689395 12.0634080 7.3171765 13.1396789 11.0455646 4.6788888 13.1450130 11.6440538 9.9785750 11.4724294 7.5289057 14.8250251 12.1529339 3.3802307 11.2737697 10.4429140 9.8771350 -0.8677522 10.2499443 10.9879483 10.3015999 14.7150591 10.1280683 9.9616672 8.8396605 9.6480010 9.0526539 13.6543923 1.9396403 8.3368725 11.3087860 5.3221265 4.3417581 7.8534006 11.8948908 NA 6.3122095 11.2696125 9.0966422 10.0149443 10.8508340 6.1657251 6.9902821 3.5917273 6.3022258 9.6772656 6.7172638 6.1323013 8.2972079 NA 9.2615842 5.5073412 11.2144502 13.5450695 11.3276734 10.6787133 11.7092578 5.7021561 -0.8677522 2.5917273 10.4788149 9.8653165 7.6321468 8.1684746 12.0685710 9.0995274 4.0391910 10.4286439 12.8896912 9.9730791 8.1491094 NA 6.8602217 8.1201907 10.2440889 7.2408257 9.5459292 TCGA-63-5131 NA 1 NA NA lung stage iib t2 n1 m0 male NA NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 NA NA 4 1 6 1 2 3 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 8.669932e-06 1.942065e-06 10.6451612903226 27.4193548387097 28.0645161290323 9.67741935483871 24.1935483870968 -0.3120435 11.8325352 1.6880460 4.2115963 8.8326945 NA 4.5460178 4.3604626 0.6880460 9.1968214 2.9359688 NA 7.1143014 2.2730085 3.5949307 NA 1.8579810 -1.3118644 1.9465437 2.3884651 7.2842263 11.7262694 7.3210315 3.7324320 8.2935158 4.3318915 10.6628093 NA -0.3120435 NA NA 7.0674150 1.0099920 15.6236494 9.7173236 11.9401104 11.7436577 4.5460178 1.2729787 10.9165544 1.6880460 9.1099327 3.1474695 NA -1.3118644 10.3457656 3.3336241 11.5225073 12.5251616 10.7055407 12.2187535 4.6187731 NA 11.0422857 NA 5.1958318 10.5378323 2.5949307 10.6323824 0.6880460 7.4193552 4.1798932 5.8778620 -0.3120435 -0.3120435 5.5949277 -0.3120435 5.4562213 9.3255668 5.6653160 0.6880460 NA 10.7913241 NA 2.0099562 0.6880460 1.2729787 1.8579810 3.3884789 8.7214595 2.6880460 7.5366591 1.2729787 0.2974000 2.2489000 -0.0304040 1.9746000 0.1057000 0.9532400 1.7022000 0.0369350 0.0369350 0.2226800 0.2226800 2.4722000 0.4996000 0.1166800 -0.0212350 0.4366500 0.0037465 -0.4389100 -0.1809300 -0.1848400 0.4631400 0.7514700 0.3322100 0.0516720 0.3289800 3.2876000 0.0269350 -0.0058140 0.3074500 0.0586520 -0.0127130 0.2974000 -0.0205230 -1.0035000 -0.0669000 -0.3397500 -0.3876100 -0.3254200 1.0398000 -0.7440300 0.1086200 -0.3130700 -0.3261200 -0.3805500 -0.3805500 0.1826800 0.0555150 0.2226800 -0.4749000 -0.2726000 -0.3680500 -0.3680500 -1.0576000 0.1580100 -0.0460410 -0.0460410 -0.0460410 -0.3729000 0.0000000 0.0284810 -0.2552700 -0.5195900 0.1680600 -0.1714500 -0.3659000 -0.3471000 -0.3765100 0.3048900 -0.4042900 0.2864400 -0.4205700 -0.4526500 -0.0869160 -0.4211200 -0.3396400 -0.3715500 0.3074500 0.0696690 -0.4807100 0.0597940 0.0586520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.352 -0.377 0.305 -0.118 0.286 0.000 0.000 0.000 0.000 0.000 0.297 0.000 0.000 -0.340 0.307 0.000 0.000 -0.052 0.274 -0.704 -0.313 0.953 0.573 0.000 0.000 0.000 0.000 -0.310 -0.310 -0.340 -0.340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.352 -0.377 0.305 -0.118 0.286 0.000 0.000 0.000 0.000 0.000 0.297 0.000 0.000 -0.340 0.307 0.000 0.000 -0.052 0.274 -0.704 -0.313 0.953 0.573 0.000 0.000 0.000 0.000 -0.310 -0.310 -0.340 -0.340 0.000 0.000 7.4921672 7.4495878 -1.3118644 6.3390875 7.6795582 9.2588406 10.8821775 9.7898019 10.1423356 0.2729787 6.5082147 0.2729787 0.2729787 12.2440633 NA 10.3439739 9.3399849 9.0663311 11.3093716 14.5429534 5.7754984 11.0060142 10.5794403 -1.0250302 7.9501313 1.0099920 10.6433229 9.4295032 11.0082699 NA -0.3120435 15.1208718 8.1657944 10.4345507 5.6880376 9.1111521 8.7701855 10.4395803 11.5994283 11.0757844 -0.3120435 12.2721767 3.7324320 11.0819630 9.5889031 8.2291327 9.4537367 8.6158143 11.2512254 12.0508020 11.4907546 14.3842703 11.3562565 6.0717412 11.1520715 10.8642094 13.0043886 11.4879250 4.2563691 12.5251616 11.9741608 9.9306149 10.8069774 9.1718521 13.6842759 11.8368306 3.5460178 12.5680024 11.1200561 11.7944357 0.6880460 9.4611755 11.8325352 11.1074699 15.1054424 9.2786235 8.7917568 8.8160307 9.7412834 9.5161728 13.8332918 9.1968214 8.6158143 11.1816416 8.4578741 4.7324320 8.9618320 11.3908583 NA 7.4091355 10.5824752 9.4252837 8.4512486 9.7173236 8.3551480 4.4693976 4.4693976 5.5949277 9.7062365 0.2729787 4.4429236 7.2271952 -0.3120435 8.7020566 3.2116041 11.5225073 12.7100573 11.6300009 10.3819588 11.1741171 4.6187731 7.2349304 7.9383346 10.0483347 11.1428497 3.5460178 10.5378323 11.3255669 4.8173214 5.0455871 10.6323824 12.4348655 10.6360385 8.5209262 1.4953882 10.6232014 9.9357028 9.9647423 7.5303868 10.4747144 TCGA-63-6202 NA 0 NA 1602 lung stage iia t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1973 r0 NA NA NA NA 6 4 1 1 3 3 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 5 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 1.019584e-05 2.670339e-06 11.0236220472441 20.7349081364829 40.4199475065617 7.61154855643045 20.2099737532808 NA 11.4309060 NA NA 7.3708583 -1.5207694 NA 4.3119681 1.0640551 5.0026350 4.4098118 -1.5207694 10.6147842 4.0026395 6.5343574 NA -1.5207694 NA -0.5209764 1.2864081 8.8388245 10.9354293 10.8754122 1.2864081 8.4419710 3.0640378 4.7828541 3.6489946 NA NA 2.0640206 7.0864048 NA 14.8732355 9.9744304 9.1916019 8.2604346 5.2864302 NA 10.5131860 1.0640551 9.1929339 3.8713903 NA 0.4790236 11.3675043 5.7274767 10.3757858 10.5597559 10.3799418 9.6716637 2.8713903 NA 8.1426330 NA 4.0937883 10.8040992 6.2069948 9.5296039 -0.5209764 9.0687262 8.1461863 3.4790753 -0.5209764 0.4790236 8.1795145 NA NA 8.7725465 4.7458612 NA NA 10.6354741 NA 5.7828567 NA 4.8541154 -1.5207694 -0.5209764 10.1725619 NA 6.6186263 2.8450484 0.9283700 0.4797600 -0.0805410 -0.0331320 -0.0600760 1.1470000 1.1470000 0.2786800 0.2786800 0.3754500 0.3754500 -0.3833600 0.7596800 0.3832000 -0.0436020 0.0063871 0.0063871 -0.3686100 1.6138000 -0.2598600 -0.0279450 0.5429400 0.0635090 0.0635090 -0.1055200 -0.1055200 0.0693820 -0.0442800 -0.2006200 0.0775740 0.0269350 0.0269350 0.4797600 -0.3780800 -0.0805410 0.0357640 -0.1145600 -0.4927700 -0.0331320 0.3762700 -0.4413500 0.0000000 0.0000000 0.3664100 -0.1789100 0.2786800 -0.1921200 0.3754500 0.0095883 -0.3833600 -0.7811700 -0.3848100 0.3832000 -0.0205310 0.2681200 0.2681200 0.2681200 -0.1602600 -0.0436020 -0.0436020 -0.0118870 -0.3686100 -0.3686100 -0.1750000 -0.0811920 -0.0811920 -0.2026100 -0.2026100 -0.1799200 -0.1799200 0.5429400 0.4375000 -0.1055200 0.0765660 -0.1081500 -0.1081500 -0.2006200 0.0438650 0.0438650 0.0438650 0.0438650 0.268 0.268 -0.117 0.000 0.000 0.000 -0.369 -0.167 0.000 -0.203 -0.203 -0.180 0.088 0.000 0.000 -0.106 -0.106 0.000 -0.161 0.000 0.000 -0.108 -0.201 0.480 0.480 0.000 0.000 0.344 0.000 1.146 -0.111 0.279 0.087 0.375 0.375 0.379 0.750 0.000 0.000 0.000 0.000 0.268 0.268 -0.117 0.000 0.000 0.000 -0.369 -0.167 0.000 -0.203 -0.203 -0.180 0.088 0.000 0.000 -0.106 -0.106 0.000 -0.161 0.000 0.000 -0.108 -0.201 0.480 0.480 0.000 0.000 0.344 0.000 1.146 -0.111 0.279 0.087 0.375 0.375 0.379 0.750 0.000 0.000 0.000 0.000 7.6414666 7.6564942 1.0640551 0.4790236 7.3769207 7.8884656 10.0691941 8.3261324 10.5989887 0.4790236 6.9507507 NA 1.4790753 12.2453968 -1.5207694 11.0269527 7.3370563 8.7998754 10.8262977 13.9163719 10.4794271 11.1287802 10.6611589 NA 6.7317399 NA 6.1084325 8.8948169 9.6602209 NA NA 11.9069116 7.6389463 10.5879261 5.7919573 9.8410188 9.3814502 10.42415295 11.37446088 10.56188925 NA 5.93028554 7.53435736 12.03030255 9.71209533 7.86277930 8.45348959 6.03366306 11.08640065 10.13773277 10.20869563 13.67560023 8.42012234 8.83662700 10.51490505 9.70729235 13.59850245 10.01968732 3.63975311 10.55975593 12.06403744 12.03510194 10.73055734 8.28481901 13.63088866 0.06405506 5.07898976 9.06121699 11.1638236 11.2920544 2.2864376 8.5221021 11.4309060 11.0334240 13.4366708 8.6439817 9.4851064 8.8530275 10.0738660 9.0355810 16.6043875 5.0026350 6.0336631 10.8483996 5.5234679 6.8713927 8.8746092 12.4772246 NA 9.1681992 11.4040730 9.9204630 9.4769600 9.9744304 8.2456040 7.5069811 8.1011269 5.8969281 8.5207342 -0.5209764 NA 7.5849835 0.8009931 9.1156997 1.9385116 10.3757858 13.1909570 10.8767496 10.6946079 11.1242830 2.8713903 NA -1.5207694 12.3299454 10.0822377 4.0026395 10.8040992 11.8137672 6.2137847 4.9220170 9.5296039 12.5889872 10.7514131 10.3912158 NA 8.1864342 9.8877656 9.8338754 6.4157130 10.7420506 TCGA-63-7020 NA 0 NA 2133 lung stage ia t1 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1957 r0 NA NA NA NA 1 1 4 3 4 1 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6461122 11.8822707 NA NA 8.2815944 -0.6461122 2.1611783 6.7110171 -0.6461122 8.9574431 6.7288565 0.3537749 8.8275225 3.9976718 5.8616105 NA -0.6461122 0.3537749 1.9387751 NA 7.1351767 11.8633442 7.9976729 1.9387751 8.2333997 3.1611783 12.2713752 -0.6461122 -0.6461122 NA 0.9387751 9.7748294 2.1611783 15.6836301 9.9481412 11.3824134 11.6138540 5.8295502 -0.6461122 10.7552295 0.3537749 9.6180716 3.4412843 NA 2.6757482 11.7711391 4.7138278 9.2801126 12.5150162 11.5898308 11.2652049 3.0542581 NA 9.0048682 NA 2.5237376 8.5993691 5.3538173 10.0507841 NA 7.1675978 5.4412810 5.3310961 0.3537749 1.6757256 6.3196017 -0.6461122 NA 8.8968485 5.9831738 NA 0.9387751 10.3961600 2.4847568 4.3080113 0.7155420 2.3538032 NA 3.1611783 8.9160589 0.3537749 7.4145127 3.2117910 0.00000000 0.00032658 0.03750000 0.58453000 -0.32435000 0.52475000 0.58704000 -0.24423000 -0.24423000 0.31892000 0.47084000 0.55107000 0.56952000 -0.34067000 0.28945000 0.53520000 0.02020300 -0.33468000 0.34778000 0.42620000 0.16220000 -0.35601000 0.20213000 0.20213000 0.21438000 0.59134000 0.88766000 0.88766000 0.17981000 -0.00263220 0.00000000 0.00000000 -0.01815000 0.00566010 -0.00802440 -0.30979000 -0.31349000 -0.31349000 0.58865000 -0.32435000 -0.32435000 -0.30569000 -0.30569000 -0.30733000 -0.30733000 -0.20037000 -0.24423000 0.47084000 -0.02534600 -0.16294000 -0.34067000 -0.34067000 -0.34067000 -0.34067000 -0.32704000 -0.32704000 -0.81573000 -0.37335000 0.28945000 0.28945000 0.02020300 -0.33468000 -0.33468000 0.37331000 0.16220000 0.16220000 0.29199000 0.29533000 -0.37042000 -0.35982000 -0.35601000 0.20213000 -0.36090000 0.59134000 -0.32635000 -0.73687000 0.17981000 -0.00263220 -0.00263220 -0.00263220 -0.00263220 -0.327 -0.327 0.289 0.289 0.515 0.000 -0.335 0.439 0.162 0.292 0.292 -0.356 -0.356 0.202 0.202 -0.361 0.591 0.000 0.000 0.888 0.888 -0.324 0.180 0.000 0.000 -0.310 0.275 -0.324 -0.324 0.217 -0.307 -0.244 -0.244 0.319 0.319 0.551 0.000 -0.341 -0.341 0.000 0.000 -0.327 -0.327 0.289 0.289 0.515 0.000 -0.335 0.439 0.162 0.292 0.292 -0.356 -0.356 0.202 0.202 -0.361 0.591 0.000 0.000 0.888 0.888 -0.324 0.180 0.000 0.000 -0.310 0.275 -0.324 -0.324 0.217 -0.307 -0.244 -0.244 0.319 0.319 0.551 0.000 -0.341 -0.341 0.000 0.000 7.2904548 7.3872393 0.9387751 7.0952831 6.9685263 8.2117978 10.7557627 9.1682710 9.7716691 1.3538314 7.3594412 NA NA 10.2875073 NA 10.9393003 7.1482325 9.1851240 11.2153611 14.1932665 4.5237438 10.7195922 11.0195966 NA 9.4292958 NA 5.5237407 8.9537294 9.9217631 1.0408924 NA 14.4401187 8.0714929 9.5814326 4.7800791 9.9976728 10.4452520 10.7546960 12.6938058 10.1835394 -0.6461122 6.3538173 7.9387792 12.3421462 9.4753502 7.4090990 11.4475643 6.5337253 11.9566686 11.0306552 12.5002262 13.4319674 12.1197242 7.2425596 11.2090744 9.3368102 13.0318665 10.2629596 4.7615087 12.5150162 12.1406988 9.9518691 10.1466069 7.0473039 13.6995995 11.1910503 -0.6461122 10.6553128 11.7682376 11.2493919 0.9387751 9.0209280 11.8822707 10.9818064 15.1479522 9.2425599 9.0708245 7.9904410 9.3954757 9.0646231 15.7539956 8.9574431 6.5337253 11.8135044 6.9831738 5.1087043 9.4131610 13.1366101 NA 7.7884449 10.1449795 9.0851357 9.0697787 9.9481412 9.0138126 6.8132476 7.1351767 5.5632710 9.6449874 NA NA 9.1186883 0.9387751 8.8734527 2.1611783 9.2801126 12.4638105 10.9611469 10.8506704 11.0598809 3.0542581 0.9387751 5.7288565 11.0477391 10.7135662 6.1351757 8.5993691 11.4256141 5.5632710 6.5632695 10.0507841 12.3817226 10.2172285 8.9293558 NA 9.2711887 11.3085509 9.9321894 8.1153678 10.5411687 TCGA-63-7021 NA 0 NA 2142 lung stage ia t1 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 21 1955 r0 NA NA NA NA 2 4 2 3 1 2 1 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0007261 NA NA 8.2757432 NA 2.3742049 5.0116343 1.2042659 2.7892493 6.5262097 0.7892702 10.7679538 6.2810973 5.2703682 NA NA NA 0.2042659 NA 8.1021264 11.4285840 8.3891563 -0.7956088 9.8023333 3.1111649 11.5421814 0.2042659 6.6051609 NA -0.7956088 5.7434396 0.7892702 14.4973925 9.9262345 11.2544696 12.5111970 5.5965983 NA 11.5971349 3.5966013 8.9805329 3.9047249 1.2042659 NA 11.8077356 4.4567602 10.4516150 13.0624513 10.6936270 9.6298638 5.1584784 NA 10.1394458 0.7892702 3.3742049 9.9047206 5.4710671 9.8678389 1.5262191 9.1929654 6.0116365 3.7278442 -0.7956088 -0.7956088 7.2810964 NA NA 9.3049431 5.0869239 3.9591674 NA 9.9398369 NA 5.4330997 1.2042659 1.7892284 3.1111649 NA 9.2527676 0.2042659 6.1111712 3.0751390 0.07915900 -0.00013862 -0.00013862 0.87886000 -0.11574000 0.05025000 0.05025000 -0.07787800 -0.07787800 0.10366000 0.10366000 -0.08691600 0.56561000 -0.03504900 -0.08449100 0.01558700 0.01558700 -0.23129000 0.00166420 -0.01443800 0.08681100 0.11316000 -0.08771200 -0.08771200 -0.00013862 -0.00013862 0.01516800 0.01516800 0.02062300 0.00000000 0.07915900 0.07915900 -0.00013862 -0.00013862 -0.00013862 -0.23361000 -0.24094000 -0.24094000 0.22299000 -0.11574000 -0.11574000 0.28248000 0.28248000 0.05025000 0.05025000 -0.29403000 -0.04333100 0.10366000 0.10366000 -0.26259000 -0.09053100 -0.44997000 -0.03504900 -0.03504900 -0.01340200 -0.01340200 -0.01340200 -0.08449100 -0.01436600 -0.05913400 0.00890590 -0.23129000 -0.23129000 0.00166420 0.08681100 0.08681100 0.01088900 0.01088900 -0.23264000 0.03118000 0.11316000 -0.08771200 -0.00013862 -0.00013862 -0.23423000 -0.23423000 0.02062300 0.00000000 0.00000000 0.00000000 0.00000000 -0.244 -0.244 0.000 0.000 0.000 0.000 -0.231 0.000 0.000 0.000 0.000 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 -0.241 -0.018 -0.116 -0.116 0.000 0.000 -0.202 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.244 -0.244 0.000 0.000 0.000 0.000 -0.231 0.000 0.000 0.000 0.000 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 -0.241 -0.018 -0.116 -0.116 0.000 0.000 -0.202 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 7.8624923 7.0371713 NA 8.8731657 8.4474548 9.3916328 10.9133646 9.1379715 10.6683159 0.7892702 6.8041943 NA 2.0116388 11.9566615 0.2042659 11.2857643 6.1584764 8.2890893 10.7613807 14.7904463 4.2042816 10.5618328 11.3342078 -0.7956088 11.5247994 NA 5.8336365 9.5262089 10.1171702 -0.7117005 2.0116388 15.7511301 6.7434396 9.0276481 4.7588681 12.4390983 9.8281624 10.245255 12.027847 10.437900 NA 9.194385 9.518298 11.597403 9.560733 7.777928 10.552456 8.384190 11.573862 6.111171 11.249699 14.139768 12.461816 9.252768 10.592298 7.111171 13.441715 10.625294 4.679041 13.062451 11.987074 9.996258 10.281096 7.117170 13.739975 12.746466 3.848137 10.473408 11.4100741 10.4468596 1.5262191 9.5463555 12.0007261 10.2996778 14.4991528 8.9507953 9.0178537 8.3284021 9.7041267 9.2676760 15.1919890 2.7892493 8.3841897 11.5995472 8.1467952 6.5080610 10.7859522 13.2166435 NA 8.1171703 11.4303919 9.7741364 8.5485769 9.9262345 7.6921210 9.0497710 6.8189911 5.7588708 9.2527676 1.5262191 -0.7956088 8.1231442 -0.7956088 9.0116357 6.4330997 10.4516150 13.0264533 10.3829457 11.4085463 10.4780764 5.1584784 NA NA 11.7543061 9.6981363 3.6637089 9.9047206 11.3150904 6.4234488 3.8481372 9.8678389 12.3062565 10.4669630 9.1350182 -0.7956088 10.3193245 10.5133820 9.7760336 7.4282823 10.5457997 TCGA-63-7022 NA 0 NA 2073 lung stage ia t1 n0 m0 female NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1947 r0 NA NA NA NA 2 4 1 4 3 1 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.32370850 NA 0.89444916 7.12329476 NA 3.39698146 7.58926313 0.89444916 8.05434764 8.77099319 1.89448797 12.77112097 6.41803811 6.15500438 0.30952547 -0.69059095 -0.69059095 NA -0.69059095 9.11525750 11.61529039 9.66376302 1.30952547 9.71359083 3.55744685 10.06273034 NA 2.47943753 NA -0.69059095 7.22240273 0.30952547 15.34993007 9.49190800 11.60585630 10.73892039 8.02031995 -0.69059095 11.07562836 3.00995623 9.67139157 4.80136563 -0.69059095 1.89448797 11.40616620 5.78864656 10.27313225 11.71437845 10.39896414 10.68657774 5.76894650 -0.69059095 9.92973346 -0.69059095 4.92422343 10.43039944 5.93886915 10.09333041 -0.69059095 9.55149679 7.96772485 7.97129178 NA 1.89448797 8.02375934 NA NA 9.06606981 5.89447584 NA -0.69059095 11.09986213 0.05797007 4.83307730 2.11686376 2.11686376 5.06440003 0.89444916 10.52504662 -0.69059095 6.91684444 4.12303707 0.0000000 0.0425900 0.0425900 0.3122500 -0.0999990 0.3574100 0.3906500 0.0491140 0.0070413 0.0255310 0.0255310 -0.0553640 0.0975420 0.0474870 -0.0286370 0.1033700 0.0317720 -0.1629400 0.1368100 0.1368100 0.2626300 0.3812200 0.0817550 0.0817550 0.1272700 0.1272700 0.0076392 0.0076392 0.0338310 -0.0191270 0.0000000 0.0000000 0.0726840 0.0425900 0.0425900 -0.1460500 -0.1509300 -0.1509300 0.3122500 -0.0999990 -0.0562380 0.0196430 0.0196430 -0.1578400 -0.1591300 0.0491140 -0.0139220 0.0255310 -0.1112100 -0.0553640 -0.1526000 -0.1526000 -0.1526000 -0.1458600 0.0735460 0.0735460 -0.1554100 -0.0286370 0.0186630 0.0186630 0.0317720 -0.1629400 -0.1629400 0.0992880 -0.1067000 -0.1067000 0.0349590 0.0349590 -0.0813390 -0.0813390 0.3812200 -0.0599580 0.1272700 0.1272700 -0.0102320 -0.0102320 0.0338310 0.0685220 0.0685220 -0.0191270 -0.0191270 0.000 -0.155 0.000 0.000 0.000 0.000 -0.163 0.137 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.312 0.000 0.000 0.200 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.146 0.000 0.000 0.000 -0.155 0.000 0.000 0.000 0.000 -0.163 0.137 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.312 0.000 0.000 0.200 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.146 0.000 0.000 9.4605302 7.6582415 2.4794375 4.4794375 7.3916629 9.8389442 10.7781377 9.0134173 10.3456872 1.8944880 6.5949157 0.3095255 2.7689465 12.5120966 0.8944492 10.9425088 7.6845530 9.0012570 10.8420156 14.1678832 6.0374349 11.2778204 10.4888008 0.3095255 8.6780201 NA 8.3511729 8.8173083 9.8659909 0.4271771 4.3095109 13.8314820 7.1982564 9.9792846 6.9677254 11.2658898 9.9515654 10.7109265 12.3311877 10.4850632 0.3095255 9.7378738 9.0012570 11.4589432 9.9066351 6.6493640 11.3460307 7.7357780 11.3893250 10.3916627 10.7284204 14.3596599 12.3287568 10.1744736 11.1971151 9.7039764 13.1868936 10.5943378 4.4461967 11.7143784 12.1715698 10.6736483 10.6029852 7.5238324 13.9528496 11.1172710 3.0099562 9.8350344 10.5574411 11.1075803 0.8944492 9.6269262 12.3237085 10.3539078 13.8068029 8.8350344 7.5716086 8.2666156 10.1320685 9.5067303 16.7042777 8.0543476 7.7357780 11.9450050 7.6178524 7.7524569 12.0522441 12.5902844 NA 9.5669015 11.3077514 10.4042511 10.1698247 9.4919080 8.3429365 8.9659384 8.7993616 7.5091859 9.3081039 -0.6905910 1.6314303 9.3688580 0.3095255 9.3849929 4.7689465 10.2731322 12.6015476 10.4375079 11.1320845 11.2424665 5.7689465 -0.6905910 NA 13.2895639 11.8343002 5.2637105 10.4303994 11.3883316 7.1487176 4.5574407 10.0933304 12.3712223 10.2853616 10.1216910 2.1168638 7.6582415 10.4138502 9.2896533 7.9388703 10.7988598 TCGA-63-7023 NA 0 NA 1682 lung stage iia t1 n1 m0 male NA NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 55 1952 r0 NA NA NA NA 5 2 3 1 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.79106685 NA 5.43003766 8.17963197 7.22602485 2.09217360 3.31456602 -1.07764990 8.79414940 3.31456602 NA 8.52029691 4.72960171 1.50721110 NA 3.56609667 -0.07780215 3.97448342 NA 6.62960288 12.26209429 7.62614779 6.63648977 7.89378811 1.92223591 5.69042827 NA 8.14624586 NA 0.50721110 8.30378714 NA 14.78048760 10.82160125 11.38141971 12.58591356 3.67713610 NA 11.22087968 0.92227398 7.84622564 1.72961802 1.65992456 NA 11.60429302 4.17017344 10.64120524 11.79357202 12.23824290 9.65025835 6.08211497 NA 9.01895931 NA 7.60523874 10.59334303 3.96664272 11.22431195 -1.07764990 10.72597184 4.98833476 3.31456602 NA -1.07764990 5.07199000 -1.07764990 NA 9.14624586 4.41409493 NA NA 6.83513331 NA 3.62268442 1.72961802 1.72961802 -1.07764990 -0.07780215 7.89952430 NA 6.74879262 2.13481236 0.00674250 0.63993000 0.01014600 0.35186000 -0.77226000 -0.78547000 -0.77397000 0.00624810 0.00624810 0.00041593 -0.00027724 1.51690000 1.56670000 0.02090300 0.00000000 -0.70774000 0.01293400 0.02623300 -0.75547000 -0.79004000 0.05736800 0.06279400 0.13258000 0.13258000 -0.77286000 -0.77286000 -0.01409000 0.00221930 0.14697000 -0.24582000 -0.75590000 0.69223000 0.66198000 -0.04265200 -0.74638000 -1.29290000 -0.77558000 -0.77558000 -0.05913500 -0.79628000 -0.76132000 -0.76132000 -0.78117000 -0.77397000 -0.77981000 0.00624810 0.00977520 0.02499700 0.00597000 -0.80028000 -0.79494000 -0.77507000 0.65038000 0.02090300 -0.02741500 -0.02741500 0.01572700 0.03073200 -0.42298000 -0.41157000 0.01293400 -0.02644100 -0.02644100 -0.75963000 0.04400700 0.04400700 -0.64800000 -0.77405000 -0.33341000 0.04301500 -0.73591000 -0.09459200 0.44630000 -0.75028000 -0.77260000 -0.77260000 0.82079000 -0.19340000 -0.19340000 -0.19340000 -0.19212000 0.000 0.000 0.000 0.000 3.657 3.657 0.000 -1.293 0.000 0.000 -0.763 -0.301 0.000 0.133 0.133 -0.337 -0.750 -0.741 0.000 0.000 0.000 -0.773 0.147 0.591 0.000 -0.354 0.407 -0.780 -0.780 -0.780 -0.780 0.000 0.000 0.000 0.000 0.758 1.557 -0.775 0.000 -0.193 -0.193 0.000 0.000 0.000 0.000 3.657 3.657 0.000 -1.293 0.000 0.000 -0.763 -0.301 0.000 0.133 0.133 -0.337 -0.750 -0.741 0.000 0.000 0.000 -0.773 0.147 0.591 0.000 -0.354 0.407 -0.780 -0.780 -0.780 -0.780 0.000 0.000 0.000 0.000 0.758 1.557 -0.775 0.000 -0.193 -0.193 9.52772389 9.06944923 -1.07764990 -1.07764990 6.20764692 9.34430900 9.74720309 7.75196710 8.99102263 3.56609667 5.91092929 NA -1.07764990 11.39823096 -0.07780215 10.48706061 8.03338005 9.41809927 11.22673538 13.89692774 2.09217360 10.16184285 10.82913492 NA 3.78022610 NA 1.92223591 7.98833363 10.90559068 -0.99366607 -0.07780215 14.69898573 8.52772369 9.53419120 4.96663811 10.16660813 8.14624586 10.768518 11.166311 10.339569 1.507211 9.684626 9.453626 10.946345 10.125592 6.835133 10.057312 9.013680 12.184319 7.885141 10.250919 13.316707 12.162887 7.198368 9.915890 7.207647 12.864392 11.045719 4.808797 11.793572 11.752760 10.018300 10.877531 8.301623 14.063807 12.905327 3.170165 12.184780 9.8343851 11.1114511 2.6226727 9.1749097 11.7910669 11.2781459 15.8934279 10.3161710 10.8933423 7.9829400 11.3029759 10.3177784 14.2061285 8.7941494 9.0136797 11.1763871 10.3316352 4.9666381 7.6970315 12.2486738 NA 6.7677342 11.0274981 9.2271659 6.9937072 10.8216012 7.9963859 5.2441716 6.3898490 3.5660967 9.4652762 NA 0.9222740 6.9109293 2.5072111 9.9052379 9.9869871 10.6412052 13.3996864 11.9905187 10.9642456 12.3013519 6.0821150 1.7296180 5.2076469 9.6862866 9.8155458 2.8291392 10.5933430 11.8874875 3.9222454 6.7101466 11.2243120 12.4979017 10.2145659 9.4330085 0.5072111 5.5369543 8.9145454 11.1329156 7.4614033 10.8268789 TCGA-63-A5M9 NA 0 NA 0 lung stage iib t2 n1 m0 female NA NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 25 NA rx NA NA NA NA 5 2 NA NA 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.7085349 11.5498353 -1.4001110 1.1849785 7.3482014 7.4073638 0.1849785 7.7976434 -0.3999206 10.7916848 7.6607048 3.6000080 9.0828167 4.7898336 6.5657936 4.0262778 0.9219694 3.5542082 2.9603820 -1.4001110 7.0635331 11.7220278 9.4688311 6.8045802 9.0325505 0.5999842 11.4799747 7.9858710 6.1391666 NA 6.8143274 7.3780859 -1.4001110 14.2285371 9.5196168 10.5869173 10.8088526 5.9750477 -0.3999206 12.0909849 3.2438671 8.8755046 3.8094659 1.6000318 NA 11.7224112 5.2012614 12.1762568 12.8244287 11.0604645 10.1142986 4.9219361 NA 10.1812093 -1.4001110 2.6000080 10.3095233 4.6874695 9.8360229 NA 8.3073680 6.5366466 5.1999196 -1.4001110 NA 5.0918606 -1.4001110 -1.4001110 9.2266304 6.2794880 NA NA 10.0476085 -0.1673125 4.6444043 0.9219694 7.2715853 8.1905956 1.4073528 9.3448425 NA 8.7786735 2.0724832 0.542650 1.561400 0.070000 3.656900 1.323600 0.560690 1.128400 0.118480 1.025600 0.139730 -0.393490 -0.412200 0.091489 0.474320 3.656900 0.881520 1.918000 -0.390260 -0.405250 0.718390 1.557400 0.494470 0.072153 0.072153 0.969730 2.352800 0.328710 0.328710 0.952280 0.216880 -0.438070 -0.901960 0.064841 0.070000 0.000000 -0.406690 -0.409000 -0.409000 -0.441180 0.088447 -0.387240 -0.378270 -0.378270 -0.399050 -0.399050 0.058938 -0.422730 -0.446080 -0.393490 -0.412200 0.474320 0.474320 0.474320 -0.399600 -0.932280 -0.932280 -0.422510 -0.418130 -0.404920 -0.452710 -0.457130 -0.390260 -0.390260 0.027822 3.445700 0.033029 0.546350 -0.434170 -0.457110 0.476200 0.494470 -0.454550 -0.575130 0.868770 0.058410 0.058410 0.970550 -0.507500 -0.507500 -0.507500 0.211200 -0.420 -0.420 -0.422 -0.422 0.480 -0.402 -0.390 0.000 0.000 0.112 0.112 0.483 0.483 0.000 0.000 0.000 0.869 -0.438 0.105 0.329 0.329 0.000 0.952 1.178 0.000 3.250 3.657 -0.387 -0.387 -0.399 -0.399 0.000 0.000 0.140 -0.254 -0.412 -0.412 0.075 -0.400 -0.296 0.211 -0.420 -0.420 -0.422 -0.422 0.480 -0.402 -0.390 0.000 0.000 0.112 0.112 0.483 0.483 0.000 0.000 0.000 0.869 -0.438 0.105 0.329 0.329 0.000 0.952 1.178 0.000 3.250 3.657 -0.387 -0.387 -0.399 -0.399 0.000 0.000 0.140 -0.254 -0.412 -0.412 0.075 -0.400 -0.296 0.211 8.726713 8.759880 1.407353 1.600032 5.565792 9.585139 11.496530 7.374927 9.578004 2.059425 6.799681 NA NA 11.566875 1.407353 9.905500 7.716352 8.494826 11.342383 14.410053 4.729292 10.404543 11.505960 1.236952 9.877877 NA 10.692766 8.391171 9.173637 NA 3.554208 13.781472 7.811897 10.342739 4.059442 10.316399 9.299581 9.7548267 12.0157504 10.1736558 0.5999842 9.4145912 9.1137362 11.0936140 9.4407865 7.7497555 10.4109819 8.5410563 10.3548461 7.5801485 13.2257175 14.3392882 12.8624706 7.9706961 11.9003612 9.8871438 12.3606247 11.9278419 4.5066591 12.8244287 10.1689148 10.3444221 11.4917923 7.0958633 13.5478926 13.5732127 0.9219694 10.4241719 11.6455977 10.0273215 0.9219694 9.0737145 11.5498353 10.8787485 13.5500619 8.7497558 10.4740409 8.0532792 9.9592091 9.7642871 14.3084190 10.7916848 8.5410563 12.1381976 6.6334312 6.9083482 7.6848173 13.5665141 NA 7.4917922 11.4253650 8.2420603 7.9376304 9.5196168 9.1196449 6.6498568 7.1812089 4.1545994 9.3548962 1.9219314 6.1924664 8.5188719 -0.3999206 9.2393493 4.2724338 12.1762568 13.1889575 9.7465773 11.0988578 10.9454139 4.9219361 7.5454526 NA 10.8155416 9.1670141 3.6000080 10.3095233 11.7421157 12.0906089 6.6927661 9.8360229 12.5102766 10.1646346 8.1313899 4.4579882 6.4641945 8.9769155 9.0252246 6.5600102 9.2847573 TCGA-63-A5MB 62 0 NA 3123 lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 NA NA NA NA 5 3 3 2 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.4331531 11.3279734 -1.2105629 -0.2107298 7.6316500 7.5408433 2.8767625 6.3621139 NA 2.3742605 5.9390455 -1.2105629 7.6534857 4.9390479 3.9185866 0.7892702 1.9592137 0.7892702 0.7892702 -0.2107298 7.3667279 11.5593438 10.3059844 3.4331598 7.8526943 -0.2107298 11.1896453 1.5966490 3.6961942 NA 1.3742883 5.2811530 5.3892123 13.4913065 9.6134626 11.7921145 11.0466873 4.5966549 NA 12.1628443 3.8767625 8.2358658 3.1816115 2.2487170 0.7892702 12.4436144 4.8336947 12.0083167 12.9143900 11.6134626 9.8923839 3.7434934 -0.2107298 9.6581220 0.3742883 2.6961942 9.9920355 4.3742605 9.7391261 2.9592323 9.5673766 6.2405109 4.1816194 1.1112317 -0.2107298 6.8336934 3.6961942 0.3742883 9.8254731 5.9987529 NA -1.2105629 10.2821540 1.2747089 3.5966490 1.5966490 8.0967051 NA NA 8.6550326 0.3742883 8.3148202 2.0613269 0.8050000 1.2919000 0.1426600 3.3872000 -0.4481400 1.2357000 -0.4073800 3.3132000 -0.2999200 0.4670700 0.4544500 0.0675180 0.0038854 0.0535210 0.0279190 0.6542400 1.8164000 -0.4688700 -0.4425300 -0.3067400 0.6384700 0.6169700 0.1586100 -0.4215600 0.9982100 0.9982100 0.6564500 0.5190900 0.2682800 0.0077783 -0.5486500 -0.9648800 0.6284300 -1.0298000 -0.4965300 -0.2877400 -0.4094800 -0.4094800 0.5753000 -0.9459800 -0.4003000 -0.4310500 -0.4310500 -0.4726800 -0.4726800 -0.9721000 -0.4418900 0.4670700 -0.5897000 -0.4728900 -0.9612100 -1.2929000 0.0535210 -0.4689700 -0.4872200 -0.4903800 -0.4603500 -0.4940200 0.1347700 -0.4536100 -0.5097000 -0.2733200 -0.2597400 -0.4871200 -0.4431800 -0.4431800 -0.5585700 -0.4116800 -0.5109400 2.1600000 0.5294100 -0.3821300 -0.5781200 0.2932600 -0.4609900 -0.4609900 0.2772600 0.0266540 0.0266540 0.0000000 0.0000000 -0.490 -0.490 0.000 0.000 0.654 0.654 -0.273 -0.464 -0.443 -0.412 -0.412 -0.483 0.970 -0.229 -0.382 0.395 0.395 -0.549 -0.389 1.113 1.113 -0.461 0.268 0.536 0.000 0.325 0.598 -0.431 -0.431 0.132 -0.341 0.000 0.000 0.556 0.454 0.000 0.000 0.000 0.000 0.000 0.000 -0.490 -0.490 0.000 0.000 0.654 0.654 -0.273 -0.464 -0.443 -0.412 -0.412 -0.483 0.970 -0.229 -0.382 0.395 0.395 -0.549 -0.389 1.113 1.113 -0.461 0.268 0.536 0.000 0.325 0.598 -0.431 -0.431 0.132 -0.341 0.000 0.000 0.556 0.454 0.000 0.000 0.000 0.000 0.000 0.000 8.9987529 8.2405104 1.3742883 9.4030890 6.3128612 9.6810831 10.5441870 7.8794117 8.7765633 4.5706572 7.5869606 NA -0.2107298 11.2859036 1.7893119 11.3962644 7.4076850 9.4932030 11.4252125 14.2336673 4.6221866 9.7765635 11.6225849 1.6392785 10.1875087 0.3742883 10.5694291 8.6014766 9.9088825 0.6768090 4.8978261 14.2183465 8.2405104 9.9993619 3.5966490 11.0321758 8.8432254 10.364366 11.598465 9.908889 4.181619 9.222885 9.750025 10.887332 9.156714 9.135813 9.354401 7.996314 10.566127 8.044328 12.918260 14.327215 12.165561 5.433156 11.121896 8.970452 12.944038 11.671369 5.244628 12.914390 10.272611 11.085929 10.610675 7.740584 14.170724 13.693228 4.074702 10.602279 10.5324508 10.6558056 3.3128684 8.9185824 11.3279734 10.2543556 13.2232741 9.4590703 9.6033131 7.9667188 9.9648490 9.7765635 14.2626247 2.3742605 7.9963136 10.9189044 8.2134659 6.5035443 7.4792977 12.2703420 1.3742883 7.7376665 11.3532107 7.7779845 7.8661148 9.6134626 7.6780430 6.6410489 6.2731149 5.4475098 9.4457242 5.2155660 7.8116675 8.6046826 -0.2107298 9.7722930 5.7665793 12.0083167 13.4901726 10.2013399 10.9377760 11.0910814 3.7434934 -1.2105629 -0.2107298 9.9865162 9.3419686 8.2990743 9.9920355 11.0265094 9.4670190 6.7722935 9.7391261 12.3450868 10.2941185 8.7244644 -0.2107298 7.8741078 9.3859924 9.8405084 7.4403509 9.8350591 TCGA-63-A5MG 68 0 NA 2148 lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 NA NA NA NA 2 4 2 3 1 1 3 4 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7337724 NA 0.7886022 7.0923533 0.7886022 2.2036084 5.3533586 NA 8.7601158 4.9040505 4.0615948 9.8573506 3.5255427 3.8474658 -0.7963603 NA NA NA 0.2036397 7.8830898 11.4309250 7.5742976 4.0109678 9.4959316 3.2036084 14.1387289 NA NA NA NA 7.2259776 0.2036397 13.2448412 9.8035227 11.1250790 11.2963671 6.1922948 -0.7963603 10.8738236 NA 9.3327898 3.1104969 NA NA 10.9286139 5.4515375 10.0615909 12.8045101 10.7885724 10.7579062 4.3328941 -0.7963603 8.5764749 NA 3.7885709 9.4739052 4.6630428 10.0293637 NA 7.6994649 6.5255380 6.2370321 2.6630485 2.5255427 5.8618214 4.7271744 NA 9.2022002 6.0364989 NA NA 10.8676127 NA 3.7885709 5.7681393 -0.7963603 NA 1.7885604 8.8090893 -0.7963603 7.0984280 2.3229665 0.01074200 0.00416320 0.00416320 0.02118300 -0.14078000 -0.07254100 -0.07254100 -0.00774820 -0.00774820 0.14236000 0.05965100 0.43631000 0.43631000 -0.14883000 -0.00263220 -0.00097017 -0.00097017 -0.13949000 0.15069000 0.13228000 0.00277450 -0.14747000 -0.00427100 -0.00427100 0.10060000 0.10060000 0.16340000 0.16340000 0.11785000 0.05494500 -0.00083160 0.01074200 0.00416320 0.00416320 0.00416320 0.02118300 0.02118300 0.02118300 0.02118300 0.50759000 -0.14078000 -0.14078000 -0.14078000 -0.07254100 -0.07254100 -0.00774820 -0.00774820 0.14236000 0.05965100 0.43631000 -0.14883000 -0.14883000 -0.14883000 -0.14883000 0.14935000 0.14935000 -0.14464000 -0.00263220 -0.00263220 -0.00263220 -0.00097017 -0.13949000 -0.13949000 0.15069000 0.00277450 0.00277450 0.12953000 -0.07507800 -0.14747000 -0.14747000 -0.14747000 -0.00152430 0.10060000 0.10060000 0.19573000 0.19573000 0.11785000 -0.19679000 0.05494500 0.05494500 0.05494500 0.123 -0.021 0.000 0.000 0.000 0.000 -0.139 0.151 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.101 0.101 0.000 0.000 0.163 0.163 0.196 0.118 0.000 0.000 0.000 0.000 0.367 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 -0.149 -0.149 0.000 0.000 0.123 -0.021 0.000 0.000 0.000 0.000 -0.139 0.151 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.101 0.101 0.000 0.000 0.163 0.163 0.196 0.118 0.000 0.000 0.000 0.000 0.367 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 -0.149 -0.149 0.000 0.000 8.0522327 7.5829880 0.2036397 5.7114040 7.0045093 9.8044520 11.1450244 8.3710282 10.3766623 NA 6.6382375 NA NA 11.4315266 0.7886022 10.9630820 6.7427689 8.4008265 10.5513974 13.5573081 4.8474658 10.9353532 11.8449843 2.5597610 9.7706153 NA 4.2910731 9.4215675 9.3302628 NA -0.7963603 15.2243295 7.4797342 8.7369397 4.4890098 10.6288258 10.6161798 10.3965192 11.9135553 10.1209820 NA 8.7310868 8.9601662 11.7004637 9.6413620 7.4420146 11.4242905 7.1866036 11.0712516 10.8826501 10.6904449 12.8071203 10.9717942 7.9315306 10.6924542 7.6589369 13.2898291 10.2218100 4.9173076 12.8045101 11.0451743 9.9281238 10.1328683 7.7349914 13.5934435 10.6579092 0.7886022 10.6177666 10.9204294 11.3558948 -0.7963603 9.0045098 11.7337724 10.6737604 14.1989336 8.3431613 8.8173994 8.3785355 10.4727191 9.1837495 14.7923831 8.7601158 7.1866036 11.4020549 7.2804256 6.0615904 11.4823497 12.3144194 NA 8.3860043 10.1029668 9.5412318 9.6330166 9.8035227 9.6742687 9.1866036 7.0862530 5.9315294 8.6486247 NA NA 8.1313878 1.2036397 9.0984277 3.2036084 10.0615909 12.5466568 11.0233898 10.4855399 11.0896875 4.3328941 NA 0.7886022 11.1567151 11.0185929 4.7581966 9.4739052 11.6509515 6.2148378 5.7734663 10.0293637 12.4258010 10.1029668 8.9518028 NA 11.5031042 10.3431741 9.7753625 7.7466420 10.6449979 TCGA-63-A5MH 68 0 NA 2026 lung stage ia t1 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 NA r0 NA NA NA NA 6 1 NA NA 3 3 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.07778989 12.16940284 NA NA 6.75728199 -0.92221011 -0.92221011 1.88514481 NA 10.17055930 10.10155645 NA 8.46581942 7.44412453 6.11122541 1.07778989 NA NA 2.36025189 NA 6.83935372 11.49539097 5.96044452 7.57365703 8.45718057 2.66277517 10.51190907 NA NA NA -0.92221011 7.93578326 1.07778989 13.77822561 9.71804716 11.35538017 12.41067789 0.07778989 NA 10.89278512 7.39521450 8.60091309 -0.92221011 NA 0.07778989 11.35386546 3.77824012 10.39916661 11.23252850 9.85176559 10.09752494 4.50406736 NA 9.41653852 NA 1.66275239 10.60527912 2.98469871 7.51659435 0.66275239 10.18567307 4.47012033 NA -0.92221011 0.07778989 5.24772628 NA NA 8.95738533 4.69251089 -0.92221011 NA 11.11569226 0.58371162 2.39971798 -0.92221011 2.07778989 9.76430269 3.16526881 7.40871865 NA 8.10294152 0.83907274 1.640700 0.771440 -0.455330 1.059700 0.687000 2.219300 2.087700 0.553360 0.553360 0.758520 -0.452970 0.539060 0.494060 -0.457000 -0.450940 0.228850 0.186610 0.760630 -0.373810 -0.364770 0.759670 0.865520 0.777710 -0.445880 0.377910 0.377910 -0.431810 -0.431810 -0.399080 0.000000 0.258710 0.254950 0.756040 -0.450180 -0.444800 -0.464510 -0.464510 -0.464510 -0.514240 -0.481970 0.687000 -0.488060 -0.488060 -0.476280 -0.470780 0.553360 0.265920 -0.452970 -0.457260 0.539060 -0.457000 -0.457000 -0.457000 -0.457000 -0.444760 -0.444760 -0.437380 -0.450940 -0.450940 -0.450940 0.186610 -0.453190 -0.453190 -0.373810 -0.449860 -0.449860 -0.425890 -0.443080 -0.450180 -0.450180 -0.480170 -0.459050 0.377910 0.377910 0.678260 0.678260 0.788130 0.012232 0.012232 0.012232 0.000000 -0.445 -0.445 -0.451 -0.451 0.229 0.229 -0.453 -0.374 -0.450 -0.429 -0.429 -0.450 0.278 -0.446 -0.446 0.378 0.378 0.626 0.626 -0.432 -0.432 0.678 0.788 0.321 -0.450 -0.465 0.595 -0.436 -0.436 2.088 1.617 0.553 0.553 0.306 -0.453 0.539 0.539 -0.432 -0.432 0.000 0.000 -0.445 -0.445 -0.451 -0.451 0.229 0.229 -0.453 -0.374 -0.450 -0.429 -0.429 -0.450 0.278 -0.446 -0.446 0.378 0.378 0.626 0.626 -0.432 -0.432 0.678 0.788 0.321 -0.450 -0.465 0.595 -0.436 -0.436 2.088 1.617 0.553 0.553 0.306 -0.453 0.539 0.539 -0.432 -0.432 0.000 0.000 9.97489135 9.21351133 0.07778989 5.96044452 7.14389132 10.22309754 10.10016993 8.87026700 10.05865581 2.66277517 8.79032927 NA 0.07778989 13.17821811 -0.92221011 10.20408715 7.29212098 8.64765773 11.03495863 13.61228742 2.39971798 11.26422595 12.40521445 0.88923989 10.76736339 4.43535523 9.95968091 9.66932446 8.94504989 1.20870453 2.39971798 14.95776823 8.04358620 9.26639092 5.41765339 11.25303978 9.13037030 9.5484611 11.3393094 10.9209381 0.6627524 10.1317280 6.6702597 9.9106922 10.7413603 8.5165940 10.9543191 7.1221964 10.7864377 8.1411972 9.7369062 13.6115577 11.5408156 9.0536501 10.5994026 10.0239773 13.6983084 11.3878468 4.9842111 11.2325285 11.7151063 11.0980876 11.1579534 8.3114218 13.1271666 9.1771499 4.7216570 10.9458530 10.2975757 11.5759034 -0.9222101 8.7886087 12.1694028 10.6879042 14.1994959 10.4154240 9.8094860 9.3363682 10.2064409 9.0806172 12.5059006 10.1705593 7.1221964 10.9357832 9.4945996 3.7216570 5.8591620 12.3591527 NA 7.5855965 10.6106451 8.6111318 7.7216584 9.7180472 7.7431379 5.3632026 4.6925109 7.7954787 9.1015566 NA NA 8.5228169 NA 9.2762473 10.0144401 10.3991666 13.5033459 11.5944871 11.0144401 10.7153327 4.5040674 -0.9222101 NA 9.8133581 12.9331573 2.2477149 10.6052791 11.7756385 4.1652688 7.5736570 7.5165943 13.1179206 10.2464742 8.9604451 5.3997317 9.8301827 9.8223165 10.4375517 8.2376737 10.3375454 TCGA-63-A5MI 65 0 NA 1784 lung stage iiia t2 n2 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 NA NA NA NA 6 1 2 3 3 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.5025166 NA 2.2980717 8.1996189 NA 4.1725515 5.9095163 NA 3.1281614 4.0823535 NA 9.6149914 0.7130799 9.3449022 1.1281614 -0.8719706 NA 2.7131239 NA 6.8628654 12.1586511 11.0699376 5.8424006 9.2689861 1.4500631 14.0582468 0.1281614 NA NA 3.2980864 6.8005816 -0.8719706 13.4545858 9.7036956 11.7044045 11.4909221 6.0108000 -0.8719706 10.8368091 NA 9.1004613 4.8830440 -0.8719706 NA 11.3819950 3.3829024 11.7547780 12.9560250 10.7783106 9.2171432 4.9095139 NA 9.7327096 NA 2.7131239 10.2425494 3.5204725 10.3093087 5.9095163 9.0852584 5.0350476 4.2156165 -0.8719706 0.1281614 4.9355116 NA NA 9.6692531 5.9225713 0.1281614 NA 8.2905479 3.2045477 2.4500895 3.8445966 0.1281614 1.9354975 NA 7.7093568 NA 6.9290560 1.1281614 -0.0208600 1.0760000 0.3040500 0.7077100 0.0215660 1.6305000 1.7870000 0.1599100 3.4323000 0.4167600 0.0082983 3.5465000 1.0325000 -0.3309000 0.7738200 0.7386700 -0.0120760 -0.4650700 0.1256100 0.1256100 0.3146200 1.0787000 1.0979000 -0.0113720 0.2291200 0.2291200 -0.0222320 0.7297600 0.5810800 0.3134900 0.0260540 -0.0208600 0.2954400 0.3040500 -0.4213700 -0.3678500 -0.3678500 -0.3678500 0.0653320 -0.0304400 0.0000000 0.0000000 0.0000000 -0.3641100 -0.3942200 0.1599100 -0.0055740 -0.0337400 -0.0509800 -0.4054200 -0.3824900 -1.1072000 -0.2320500 -0.7610000 0.2775400 0.2775400 -0.3820400 -0.0656170 0.2666700 0.2668300 -0.0241500 -0.3880900 -0.3675100 0.1256100 -0.1328000 0.0081591 0.2702900 -0.4044300 -0.1882600 -0.1882600 1.0787000 -0.0113720 -0.1160300 0.2357300 0.0049601 -0.3998900 0.5810800 -0.4063100 -0.4079600 -0.3755200 -1.1096000 -0.382 -0.382 0.267 0.267 0.737 0.000 -0.383 0.126 0.306 -0.134 -0.404 -0.188 -0.188 1.098 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.581 0.304 0.304 -0.368 -0.368 0.000 0.000 1.631 1.266 0.160 0.000 0.408 0.000 0.000 0.362 -0.380 -0.380 -0.376 -0.376 -0.382 -0.382 0.267 0.267 0.737 0.000 -0.383 0.126 0.306 -0.134 -0.404 -0.188 -0.188 1.098 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.581 0.304 0.304 -0.368 -0.368 0.000 0.000 1.631 1.266 0.160 0.000 0.408 0.000 0.000 0.362 -0.380 -0.380 -0.376 -0.376 10.0229742 8.9193192 NA 7.5793672 4.2156165 8.8679369 11.5685065 8.2826705 8.7018034 0.7130799 7.4181756 NA 0.1281614 11.6124758 NA 10.1505241 7.2470977 9.2930633 11.2976367 14.3841807 3.4500895 10.9246016 12.2590486 0.5770541 5.6827446 NA 3.9355069 8.7827925 10.5747124 1.6109835 1.1281614 14.6877724 8.1393835 9.3376096 4.7428686 10.2580833 9.3725201 10.542313 12.105078 10.058154 NA 9.829463 8.844118 11.401952 9.385544 8.729927 11.008122 8.742866 12.696858 11.269306 11.259692 14.444862 11.113643 5.485707 11.393478 10.680825 12.288185 11.213629 4.731634 12.956025 11.328748 10.156062 10.879700 8.241898 13.720622 11.712884 7.252278 12.789712 10.4955711 10.3222976 1.1281614 9.2353733 12.5025166 10.6832247 15.0678258 9.8198998 10.1240718 8.0881580 9.1588235 9.8670931 13.2442566 3.1281614 8.7428662 11.8434749 6.7354870 5.0350476 9.2248716 13.3019896 NA 6.3949428 12.4901001 9.1449646 7.7243460 9.7036956 8.7575130 6.2366801 5.1942447 5.0823535 8.4342179 0.7130799 4.0823535 8.5481164 NA 8.9626274 1.4500631 11.7547780 13.7547780 11.0790767 11.3766770 11.3656651 4.9095139 1.9354975 1.1281614 10.0425415 13.0392674 5.1725515 10.2425494 11.8537356 5.9483345 6.6517176 10.3093087 12.6832247 10.4862580 7.4901000 1.7131239 7.8930278 7.8169312 10.3563738 7.6359510 11.4296525 TCGA-63-A5MJ 54 0 NA 1824 lung stage iib t2 n1 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1989 r0 NA NA NA NA 5 2 3 1 2 2 1 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.10903232 -1.67346265 1.32642230 8.33347070 0.32642230 2.57436798 3.84780654 NA 2.91140397 7.19062967 4.23333590 12.02178063 4.59322826 2.32645106 -1.67346265 1.32642230 NA -0.67346265 -1.67346265 8.23183078 11.13037287 10.68096847 1.91142315 7.19680865 1.32642230 9.49009334 NA 2.84999926 NA NA 4.32644387 NA 13.81427701 10.39958096 11.16859747 12.24521365 5.80217770 NA 11.78485017 -0.08865356 8.73622704 1.32642230 NA 9.72251316 11.62296553 4.82069977 11.25847376 13.03202197 11.97029977 10.07653077 2.71876711 NA 9.50821708 4.18442313 3.75270578 9.96578428 4.47619372 9.71176676 5.23333590 9.83175899 4.80217770 3.49637287 NA 0.32642230 7.94666361 -1.67346265 NA 8.93099688 5.89629849 -1.67346265 NA 10.75741876 0.56218136 3.88102828 -1.67346265 0.91142315 0.32642230 -1.67346265 8.91234508 -0.08865356 7.26013389 1.12346756 0.35849000 0.31739000 0.17046000 1.27550000 -0.36616000 0.43817000 1.17880000 -0.44264000 0.00027728 0.16922000 0.16922000 0.21806000 0.44018000 0.25058000 3.05670000 0.18223000 0.18223000 -0.41751000 0.03877100 0.03877100 -0.13691000 0.17377000 -0.43756000 1.40610000 0.04755200 0.04755200 0.17242000 0.17242000 2.56240000 -0.09650900 -0.44167000 -0.44167000 0.31739000 -0.31506000 -0.43864000 -0.42418000 -0.42418000 -0.39212000 0.98059000 -0.26829000 -0.24290000 -0.65577000 1.75260000 -0.41696000 -0.40329000 -0.44264000 0.00027728 0.16922000 0.18102000 -0.43290000 -0.39808000 -1.01230000 0.25058000 0.25058000 -0.12720000 -0.12720000 -0.12720000 -0.11221000 -0.15745000 -0.79811000 0.18223000 -0.43225000 -0.41751000 1.28390000 -0.45709000 -0.45709000 0.04627500 0.04627500 -0.47459000 0.14029000 0.17377000 -0.77600000 0.04755200 0.04755200 -0.42429000 0.10701000 -0.17462000 0.02918400 -0.06839500 -0.06839500 -0.06839500 -0.127 -0.127 -0.157 -0.157 0.182 0.182 -0.448 0.000 -0.137 0.000 0.000 -0.334 0.140 0.000 -0.110 0.000 0.000 -0.442 0.502 0.172 0.172 -0.414 -0.175 0.317 0.317 -0.424 -0.215 -0.243 -0.243 0.000 -0.403 -0.443 0.000 0.169 0.169 -0.433 0.007 0.138 0.251 0.000 0.000 -0.127 -0.127 -0.157 -0.157 0.182 0.182 -0.448 0.000 -0.137 0.000 0.000 -0.334 0.140 0.000 -0.110 0.000 0.000 -0.442 0.502 0.172 0.172 -0.414 -0.175 0.317 0.317 -0.424 -0.215 -0.243 -0.243 0.000 -0.403 -0.443 0.000 0.169 0.169 -0.433 0.007 0.138 0.251 0.000 0.000 9.27042359 7.75689586 -0.08865356 0.64837340 4.91140397 10.35158317 10.79201002 7.73500693 9.32785171 0.91142315 7.36261717 NA -1.67346265 11.53969972 0.64837340 11.79621255 7.39790562 9.57733403 11.23032540 14.34633831 4.94115327 10.23970700 11.20660104 0.64837340 12.16377586 NA 7.58853850 8.86850806 10.58588671 -1.56234612 1.64837340 14.85026585 8.78382462 10.00899928 5.59323125 10.12734348 10.71580605 9.802177 12.176240 10.160520 1.133827 8.202960 8.505108 11.121469 8.562458 8.962162 9.568427 7.395222 10.400153 7.752708 13.431124 13.311529 10.676001 7.362617 10.374249 8.799134 12.918200 10.671294 5.260252 13.032022 10.339417 10.062423 10.217468 7.773527 13.703851 12.579848 4.574374 11.025582 10.72063827 9.03638904 -0.08865356 8.97659792 10.10903232 10.16485967 13.97336645 9.83126258 9.43858978 8.30372368 10.11638464 11.20774878 13.92867848 2.91140397 7.39522221 11.08591569 6.57437100 6.91890020 6.70582174 12.99410955 NA 7.68838740 11.02210686 8.44408683 8.10944153 10.39958096 6.86947540 5.73583354 5.64837053 3.41390544 9.22050336 -1.67346265 -1.67346265 6.52611577 NA 9.33487214 6.82229804 11.25847376 14.12625639 10.28245660 11.01927700 11.33469709 2.71876711 -0.08865356 8.01993037 11.57822186 9.69494999 5.98465542 9.96578428 11.81629154 8.76002895 7.46086950 9.71176676 11.97614883 10.35883370 9.20065662 4.94115327 4.53589743 8.32216837 9.71446088 7.63932624 10.33101522 TCGA-63-A5ML 68 0 NA 1386 lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 NA NA NA NA 5 3 3 4 2 2 1 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.63937110 11.36812566 NA NA 7.04874624 2.63934794 1.37634596 4.66910049 0.05436229 10.84718258 6.51382390 1.63937110 9.48797767 4.57795445 3.37631817 -0.94563771 NA 0.63932479 2.74256679 -0.94563771 6.85529209 11.52301633 7.71617057 4.72682032 8.33284173 -0.94563771 8.97623330 -0.94563771 1.05436229 NA 1.86175691 6.35817293 2.63934794 14.13003732 9.47329906 11.35417273 11.60778159 4.60898070 NA 12.36528903 2.37631817 8.76488884 2.75482338 NA NA 11.26990405 4.78639249 11.64193545 12.40526934 11.27748897 10.36025452 5.98512923 NA 10.32993488 NA 3.05439702 9.91935215 4.57795445 8.54824780 NA 8.92783632 7.33051627 5.44670948 -0.94563771 0.63932479 4.98513151 NA NA 8.75483206 5.88728155 NA NA 10.13120786 -0.55596909 4.26384569 NA 0.05436229 0.63932479 -0.94563771 8.92937352 0.63932479 7.53820834 3.44670617 0.647630 0.417640 -0.044822 2.802200 -0.152790 0.892670 0.892670 0.061577 0.613710 0.156210 0.156210 -0.225640 0.285960 0.382210 -0.180300 0.356750 0.356750 -0.207340 0.463360 -0.239360 0.294530 -0.181560 0.272060 0.272060 1.032300 1.032300 0.550180 0.550180 0.384690 -0.084661 -0.158730 0.647630 -0.125520 -0.086916 -0.057834 -0.278100 -0.258050 -0.285720 2.743000 -0.233490 -0.705320 -0.228590 -0.368950 -0.221940 -0.238140 0.077286 -0.202280 0.156210 0.156210 -0.808900 0.382210 0.382210 0.382210 0.382210 -0.228460 -0.228460 -0.215520 -0.227240 -0.780660 -0.372560 -0.163070 -0.207340 -0.207340 0.122700 -0.440480 -0.440480 -0.220840 -0.220840 0.718860 0.718860 -0.181560 0.272060 0.319160 -0.236670 -0.169800 -0.526850 0.384690 0.219600 0.112410 0.112410 0.112410 -0.216 -0.216 -0.225 -0.225 0.357 0.357 -0.207 -0.205 -0.440 -0.221 -0.221 0.719 0.719 0.272 0.272 0.319 0.319 -0.159 0.489 0.550 0.550 -0.170 0.385 0.418 0.000 -0.278 2.802 -0.229 -0.229 0.671 -0.222 0.000 0.000 0.156 0.156 0.060 0.286 0.382 0.382 0.112 0.112 -0.216 -0.216 -0.225 -0.225 0.357 0.357 -0.207 -0.205 -0.440 -0.221 -0.221 0.719 0.719 0.272 0.272 0.319 0.319 -0.159 0.489 0.550 0.550 -0.170 0.385 0.418 0.000 -0.278 2.802 -0.229 -0.229 0.671 -0.222 0.000 0.000 0.156 0.156 0.060 0.286 0.382 0.382 0.112 0.112 9.10560135 8.62993140 0.63932479 3.57794841 6.26384569 10.16422299 11.01040537 8.78910191 10.40588369 2.22431816 7.23926723 NA NA 10.86656958 0.05436229 11.24552246 7.45099675 9.31531194 11.29373723 14.51190143 4.96128067 10.29637550 11.80405227 0.05436229 8.27597920 NA 10.09193925 8.67094122 9.57893400 NA 6.79585914 14.53628631 7.71617057 10.06911017 3.51381917 11.06980734 8.83082542 10.037386 11.730570 10.216154 6.224318 8.526068 8.292797 11.217727 9.485890 9.367275 8.339794 7.530125 10.453083 8.275979 13.649591 13.227445 12.765199 5.996906 10.964285 8.985130 13.038989 10.959779 5.541589 12.405269 11.837800 9.985130 11.744609 7.887282 13.038297 13.277036 3.861747 10.564662 10.913539 11.051219 3.224318 9.579913 11.368126 11.022339 14.468018 9.182387 8.888247 7.912373 10.111030 9.108318 14.242170 10.847183 7.530125 10.945037 5.809281 4.098790 7.716171 11.807191 3.141858 7.597424 10.832059 9.234301 7.912373 9.473299 6.991030 4.985132 6.874571 4.446713 9.698249 2.054397 6.530125 7.730349 NA 9.517917 1.639371 11.641935 12.753097 10.680558 11.026295 10.962034 5.985129 NA 3.698252 10.068413 9.632765 7.829179 9.919352 10.875768 12.346426 1.639371 8.548248 11.246685 10.131876 8.853674 3.809281 6.631822 9.205028 9.856909 7.526067 9.990294 TCGA-63-A5MM 69 1 456 NA lung stage iib t2 n1 m0 female NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 NA NA NA NA 2 4 2 5 3 3 3 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6922622 NA -1.1433728 6.3564520 -0.1433728 2.6639594 3.7634966 2.1785234 3.4415632 4.7145862 2.5570424 10.4583774 2.8566073 7.8166087 -0.1433728 3.3801753 -1.1433728 NA -0.1433728 9.3644013 10.6338619 8.9651312 2.0265168 8.4434463 4.0265345 9.4006050 1.8565874 -1.1433728 NA NA 6.5708515 NA 15.7408478 10.6173265 10.5470411 11.6977778 5.3644008 NA 10.8049738 -1.1433728 9.5365880 2.4415632 1.1785553 5.0854247 10.7311615 7.0331289 9.6272705 11.7984832 11.6463440 10.4224036 3.3160443 NA 8.2638743 0.4415897 3.8108030 10.4429773 5.7873437 10.3782071 NA 8.7192440 5.5004643 -0.1433728 NA -1.1433728 8.2075459 1.6639821 NA 9.0050833 4.1785314 NA -0.1433728 10.9132443 NA 4.3801684 2.4818672 3.3160443 1.6639821 -0.1433728 9.7060118 NA 6.6894963 2.3394510 -0.0085766 0.0052749 0.0052749 0.0097276 -0.0018014 0.0011093 0.0011093 0.0051359 0.0051359 0.0012481 0.0012481 -0.3871600 0.0059700 -0.0023553 -0.0031859 0.0013868 0.0013868 0.0000000 -0.0019399 -0.0019399 -0.0056757 -0.0209610 -0.0040162 -0.0040162 -0.0344950 -0.0323140 0.3952900 0.3952900 -0.0231550 -0.0182160 -0.0085766 -0.0085766 0.0052749 0.0052749 0.0052749 0.1144800 -0.3878300 -0.3878300 0.0097276 -0.0018014 0.0116790 0.0116790 0.0116790 0.0011093 0.0011093 0.0051359 0.0051359 0.0012481 0.0012481 -0.3871600 -0.0158790 -0.7185300 0.0056919 -0.0023553 -0.3933000 -0.3933000 0.0012768 -0.0031859 -0.0031859 0.0992880 0.0013868 0.0000000 0.0000000 -0.0019399 -0.0056757 -0.0056757 -0.0103700 -0.0103700 -0.0209610 -0.0209610 -0.0209610 -0.0040162 -0.0344950 -0.0323140 -0.0023553 -0.0225310 -0.4990200 -0.0190400 -0.0190400 -0.0190400 -0.0182160 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.354 0.000 0.000 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.354 0.000 0.000 0.000 0.000 0.000 7.6607376 7.7114749 -0.1433728 2.1785234 7.1649451 7.8982658 10.3569505 8.3180859 11.0982918 NA 6.5570470 NA 1.8565874 11.6068949 1.1785553 10.6031209 6.1233931 8.7947157 11.0066236 13.4236120 5.2828697 10.9748988 11.6225142 0.4653999 11.2558845 -1.1433728 2.3160299 10.0476658 9.6695780 NA -0.1433728 14.1303293 7.3323401 9.9566118 5.8223911 10.4448528 10.5997580 9.407353 12.105868 9.799854 NA 7.200903 7.611494 13.284967 8.611494 7.270235 10.655078 6.123393 11.222852 7.415028 10.869231 13.790666 11.286013 8.231646 10.251605 7.441569 14.243446 11.354957 4.384865 11.798483 11.237879 10.676786 10.482315 5.689498 14.691864 4.689495 -1.143373 9.146625 11.6581129 9.9987137 0.8566272 8.9664371 10.6922622 11.2826092 13.8908020 8.4490636 9.4226606 8.0830187 10.1396950 9.3343649 16.1456078 3.4415632 6.1233931 10.6659728 8.0414817 7.5004627 7.0660601 12.8364783 NA 8.4169394 10.4340354 9.7821610 11.2125082 10.6173265 8.1535226 7.1785344 7.3840835 8.0757749 8.9453950 NA 1.8565874 7.8566067 -1.1433728 9.3363869 2.1785234 9.6272705 14.0501704 10.5444196 10.6518346 10.9923159 3.3160443 NA NA 12.0630105 9.2446238 2.9440713 10.4429773 11.3777162 6.3404216 6.7634966 10.3782071 12.7060117 10.6883097 10.3434416 NA 5.5290307 11.0601014 9.4063913 6.8789742 9.2953984 TCGA-63-A5MN 78 1 345 NA lung stage iib t3 n0 m0 female NA NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r1 NA NA NA NA 2 4 1 6 4 3 4 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.56581230 -0.95371850 NA 7.91962016 -0.95371850 2.74661374 7.08240455 1.04614178 9.20352298 5.91654113 5.91654113 11.52216274 4.53802903 8.93795961 -0.95371850 2.36809782 NA 2.04617671 0.63115086 7.82753579 10.87351878 9.04758419 1.63115086 9.63769845 2.50561151 5.63113921 1.63115086 NA NA -0.95371850 7.41686338 1.04614178 16.32631191 9.42447097 9.20352298 9.32926445 5.90415650 NA 10.13297571 1.36809782 9.80277402 3.43849247 NA 6.89792530 11.38490967 4.85764764 11.16706188 10.99367783 9.80189812 10.89387940 3.43849247 NA 8.93187242 -0.95371850 3.21609783 11.09874411 7.42988038 9.36923090 NA 8.67005745 8.25319038 6.03486057 NA 0.63115086 7.09056977 NA NA 9.33619500 5.91654113 2.74661374 1.04614178 9.77919142 NA 7.15470066 1.04614178 4.53482111 3.04617671 2.63112757 10.25135837 0.04614178 7.00037190 5.43005440 0.0000e+00 -2.6322e-03 -2.6322e-03 2.4127e-02 -6.5050e-03 1.8510e-01 1.8510e-01 -1.2851e-02 -1.2851e-02 1.4051e-02 1.4051e-02 -2.3429e-02 -2.3429e-02 6.2006e-05 4.7190e-03 1.8030e-03 5.5459e-04 -2.0074e-01 -1.6455e-03 -1.6455e-03 -2.8380e-02 3.2281e-02 -1.1087e-03 -1.1087e-03 -6.5984e-02 -6.5984e-02 -9.1949e-02 -9.1949e-02 -1.9036e-01 2.7728e-04 0.0000e+00 0.0000e+00 -2.6322e-03 -2.6322e-03 -2.6322e-03 4.9114e-03 4.9114e-03 4.9114e-03 4.9114e-03 -6.5050e-03 -6.5050e-03 -6.5050e-03 -6.5050e-03 1.8510e-01 1.8510e-01 -9.6806e-03 -1.2851e-02 1.4051e-02 1.4051e-02 -2.0379e-01 6.2006e-05 6.2006e-05 6.2006e-05 6.2006e-05 5.5529e-03 5.5529e-03 5.5529e-03 4.7190e-03 4.7190e-03 4.7190e-03 5.5459e-04 -2.0074e-01 -2.0074e-01 -1.5243e-03 -2.2744e-02 -2.2744e-02 1.1958e-02 1.1958e-02 3.2281e-02 3.2281e-02 3.2281e-02 -1.1087e-03 -6.5984e-02 -6.5984e-02 -1.9550e-01 -1.9550e-01 -1.9036e-01 2.7728e-04 2.7728e-04 2.7728e-04 2.7728e-04 0.000 0.000 0.000 0.000 0.000 0.000 -0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 -0.190 0.000 0.000 0.000 0.000 0.000 0.000 0.185 0.185 0.000 0.000 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 -0.190 0.000 0.000 0.000 0.000 0.000 0.000 0.185 0.185 0.000 0.000 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 8.7221330 7.8790661 2.5056115 3.6311392 8.8077271 9.4661362 10.1901969 8.9257594 10.2538005 NA 7.4808039 NA 2.5056115 12.4403708 0.6311509 11.1683570 6.3499561 8.7859565 10.5704239 13.6981247 5.4555672 11.5584227 11.5709626 -0.9537185 8.8308108 -0.9537185 6.9103621 9.5804789 9.0017969 1.6526012 -0.9537185 13.4092157 7.4168634 10.6645615 4.7740965 12.1377767 10.2372353 10.4635012 11.8900971 10.0657668 -0.9537185 6.0348606 8.2135942 12.3333112 9.6682278 7.3635890 9.5795058 6.6900329 9.9417362 7.8599571 13.1110872 13.8299928 9.9180813 9.6663959 10.7212510 8.8631598 13.7157809 10.6548929 5.1346974 10.9936778 12.6378153 11.6022030 10.8735188 7.1176379 13.7022372 4.9041565 -0.9537185 9.7535352 11.0768432 11.1586156 1.0461418 9.4201287 11.5658123 10.8098034 13.9286744 7.6311385 8.3354574 8.1442080 10.2390729 8.5299919 17.4657372 9.2035230 6.6900329 11.1048443 8.4661360 6.4212149 11.4888604 11.9095880 NA 9.2917288 11.4062001 10.1203175 10.8920581 9.4244710 8.8258953 9.9538178 9.3882507 5.6160312 9.7221331 0.6311509 -0.9537185 9.5178512 0.6311509 9.4438507 2.2161134 11.1670619 13.5357732 10.8539334 11.1478235 11.3295539 3.4384925 NA NA 11.6465536 10.2887548 3.6900371 11.0987441 11.1802815 6.7943691 7.2161007 9.3692309 12.3193889 10.3776528 9.9894235 NA 8.1702971 10.9253304 9.8543358 6.2941042 10.4015271 TCGA-63-A5MP 56 0 NA 769 lung stage iib t2 n1 m0 male NA NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 41 1956 r0 NA NA NA NA 5 2 1 4 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.36237043 NA 2.67852268 8.45147489 4.74892274 0.35659458 7.56934982 -0.96522084 10.82543322 3.89266302 0.35659458 6.15879951 4.05704297 4.42699598 -0.96522084 NA 2.89266302 1.49410835 0.61964777 8.46303753 10.81869880 10.39881208 5.24412975 8.58734661 1.49410835 11.64835183 0.03463832 4.51041131 -1.96522084 0.03463832 6.83233941 -1.96522084 14.41400505 9.83193360 10.35942058 11.28867261 6.27308130 NA 10.86539073 3.35660867 8.53814547 3.20461027 NA NA 11.71365935 5.26628432 11.45503249 13.64546355 10.33216693 10.19611803 4.26349269 -0.96522084 10.81931229 -0.96522084 7.48588887 10.43715667 6.65672946 10.51142366 5.68572995 8.40318377 7.11416189 5.75577689 0.35659458 0.03463832 6.20460244 NA -1.96522084 8.81357599 7.39002877 NA 0.35659458 8.57286656 0.21424917 6.10613890 0.52014563 6.17223147 4.72117577 -0.38044613 9.22079161 0.35659458 6.68931314 3.92366264 0.0396190 0.5954800 -0.0886390 3.2264000 0.3346400 0.6110000 1.5076000 0.0284810 0.0284810 0.0620800 0.0620800 3.6569000 -0.1418100 -0.2560000 0.0877430 -0.2199700 0.0745760 -0.4343100 -0.1621700 -0.1307000 0.5252000 -0.0135400 -0.1312200 1.4486000 -0.2859600 -0.2541900 0.0301690 0.0301690 0.7141500 0.5830900 -0.2757100 -0.5422900 -0.2505500 -0.0886390 -0.2688900 -0.1177000 -0.1177000 -0.1177000 -0.1177000 0.0000000 0.1208600 -0.5362200 -0.5362200 -0.2570900 -0.2570900 -0.5636600 0.0284810 0.0620800 0.0620800 -0.5363200 -0.2560000 -0.2560000 -0.2560000 0.3339900 -0.1545400 -0.1545400 0.0022193 0.0418830 0.0877430 0.0877430 0.0745760 0.3453400 -0.4343100 -0.1621700 0.5252000 0.5252000 -0.1419400 0.0308730 -0.0135400 -0.0135400 -0.0135400 -0.5055700 -0.2859600 -0.2541900 -0.2581700 -0.2638400 -0.2637200 -0.6723300 -0.6723300 -0.6678100 0.5830900 -0.155 0.000 0.000 0.000 0.000 0.000 -0.434 -0.172 0.525 -0.142 -0.142 0.000 0.000 -0.131 -0.131 -0.286 -0.286 -0.276 -0.276 0.000 0.000 -0.264 -0.191 0.345 -0.251 0.628 0.628 0.000 0.000 0.354 -0.257 0.000 0.000 0.000 0.000 -0.536 -0.142 0.078 0.334 -0.668 0.557 -0.155 0.000 0.000 0.000 0.000 0.000 -0.434 -0.172 0.525 -0.142 -0.142 0.000 0.000 -0.131 -0.131 -0.286 -0.286 -0.276 -0.276 0.000 0.000 -0.264 -0.191 0.345 -0.251 0.628 0.628 0.000 0.000 0.354 -0.257 0.000 0.000 0.000 0.000 -0.536 -0.142 0.078 0.334 -0.668 0.557 8.64846688 8.18315399 1.73513221 5.39222811 7.37229919 9.20021252 10.61375761 7.97278684 9.50635261 0.61964777 7.75063933 2.03467353 0.84205360 11.82553499 1.73513221 11.27965068 7.41188803 8.76089555 11.03903137 14.82582762 5.96541491 10.61681944 11.47112877 0.03463832 10.47580607 0.84205360 4.22450339 8.83314911 10.75534286 -0.01668713 1.03470874 14.86730791 8.37452744 9.88408258 4.63458746 10.57891749 9.48897666 10.124790 11.931483 9.750211 NA 9.276661 9.054963 11.034149 9.149071 7.923421 10.449627 7.767693 10.292328 8.934790 12.899831 13.588187 11.975450 9.259885 9.627602 9.894212 13.266049 10.662895 6.817119 13.645464 10.429140 10.260186 10.730776 7.667673 14.008783 13.077363 4.789568 12.797163 9.6040583 10.9025353 1.2045790 9.5240237 11.3623704 10.9029213 14.0211406 9.4156797 10.6525191 8.7668449 10.2352696 9.6789844 15.2475443 10.8254332 7.7676925 11.5034287 7.2706915 6.5345239 10.1181567 9.6803360 -0.3804461 8.7203024 11.2919179 8.7727698 8.0528777 9.8319336 8.5572588 8.0360857 9.0591246 5.6567280 8.6928888 -1.9652208 6.4483047 7.9475668 0.8420536 10.0872455 3.5892721 11.4550325 13.5452562 9.8844735 10.7048911 11.3575914 4.2634927 NA 6.7246748 11.1308984 10.0026242 5.2145872 10.4371567 11.9042713 7.8045150 6.5815712 10.5114237 12.2474018 10.8494601 9.2991201 5.1327084 9.6290021 9.9906760 9.3582952 7.5385032 10.1812461 TCGA-63-A5MR 70 0 NA 2716 lung stage ib t2 n0 m0 female NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 120 1957 r0 NA NA NA NA 2 4 NA NA 1 1 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.14278586 NA NA 6.90085715 NA NA 2.79533058 NA 10.02482814 8.61550164 NA 8.25241045 7.77587032 4.07542994 NA 3.23589552 -1.01216982 3.63182603 0.57288967 6.14783988 11.24771103 6.63901939 -0.01202434 8.35647442 0.57288967 9.94796971 2.15788450 0.57288967 NA NA 8.19009133 NA 15.02883471 10.95447319 10.76563403 13.23009981 4.60267660 NA 10.41528058 4.15789258 8.55915144 2.98797566 NA 7.17284350 11.72489387 4.69200866 9.61276329 11.69054303 10.05607421 10.32268801 0.98797566 NA 9.66039316 NA 0.57288967 9.34881489 3.38028616 9.44020891 1.30987466 7.81133487 3.79532019 -1.01216982 NA -1.01216982 6.70906727 NA -0.01202434 8.67621803 4.03236537 NA NA 9.80415135 0.42621107 1.57293816 4.31781054 0.98797566 5.95375180 -1.01216982 7.96524750 -0.01202434 7.12239422 1.25102219 0.1095000 0.2744200 -0.2472700 0.5863200 -0.2533200 -0.0132330 -0.0132330 -0.2552700 -0.2552700 0.2940600 1.6568000 0.3509300 0.3721600 -0.1757500 0.0878240 0.3351300 0.2883400 -0.2356900 0.0062737 0.0062737 0.3015400 -0.0034627 -0.2103200 -0.2103200 0.2362800 0.2362800 0.0000000 0.0000000 -0.0264410 -0.0060904 -0.2805300 -0.2558800 0.2744200 -0.7457700 -0.2944800 -0.2685300 -0.2685300 -0.2685300 0.5431100 -0.2533200 -0.2533200 -0.2443600 -0.2574500 0.0034687 0.0034687 -0.2747500 -0.2552700 0.2940600 -0.2675700 0.3509300 -0.1757500 -0.1757500 -0.1757500 -0.1757500 0.0029583 0.0029583 0.0112610 0.0878240 0.0878240 0.0878240 0.2883400 -0.2642200 -0.2356900 0.0143300 0.0150280 0.0150280 -0.0087146 -0.0087146 -0.0034627 -0.0034627 -0.0034627 -0.2103200 -0.2879800 0.2362800 0.1552500 0.1308000 -0.0280810 0.0130740 0.0130740 0.0130740 -0.0060904 0.000 0.000 0.000 0.000 0.288 0.288 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 -0.210 -0.052 0.236 -0.256 -0.146 0.000 0.000 0.155 0.000 0.274 0.029 -0.269 0.275 -0.253 -0.253 0.000 0.000 -0.255 -0.255 0.294 0.294 0.351 0.351 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.288 0.288 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 -0.210 -0.052 0.236 -0.256 -0.146 0.000 0.000 0.155 0.000 0.274 0.029 -0.269 0.275 -0.253 -0.253 0.000 0.000 -0.255 -0.255 0.294 0.294 0.351 0.351 -0.129 0.000 0.000 0.000 7.17284350 7.83659071 -1.01216982 5.38028616 9.55497307 7.85524661 11.30368339 8.34051865 10.73027720 2.57293816 6.68145489 NA 1.30987466 11.53582625 0.57288967 11.68101905 7.64617922 7.96810746 11.41767523 14.05304723 2.57293816 10.99884545 11.26670755 0.08556062 11.40318132 -1.01216982 1.98797566 10.09583860 9.64973688 NA 0.57288967 14.29755067 8.82243890 8.90683108 3.30988921 9.88807988 10.81848296 11.193456 11.477565 10.195592 NA 9.106909 7.924606 11.097798 8.934874 7.393109 12.966678 7.142786 11.726653 5.906830 9.739512 13.989288 12.403049 7.942164 10.980198 7.327818 14.042911 11.071779 4.404808 11.690543 10.727326 9.878992 10.008948 8.277987 13.190848 11.398949 3.380286 10.564924 10.94361766 10.43401714 1.30987466 9.39417284 11.14278586 10.55972037 14.47329331 9.35319668 9.00533289 8.00198797 10.48082241 9.76110689 13.78785643 10.02482814 7.14278611 11.06311258 7.56161483 4.34551702 9.23114172 12.38202845 NA 6.84594913 10.66612767 9.38135822 9.33448157 10.95447319 7.66744795 7.97096119 4.94216259 4.19741723 9.19620203 0.98797566 0.98797566 7.56539687 NA 9.37598513 5.71588788 9.61276329 13.87275833 10.50169530 10.71077527 11.63159848 0.98797566 -0.01202434 -1.01216982 10.21257238 9.69446376 3.38028616 9.34881489 11.84633735 8.23589504 5.32781668 9.44020891 11.93194767 10.62141711 8.69187121 4.98796657 9.29174858 9.70054636 9.51152971 5.94216493 9.82006661 TCGA-63-A5MS 78 0 NA 2381 lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 6 NA r0 NA NA NA NA 6 4 1 4 3 3 2 3 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8244200 NA 3.2590012 7.4942172 5.2590012 1.6740538 5.7184329 2.2590012 9.7561870 4.8439638 NA 10.5914100 7.3744779 4.5809293 0.6740086 NA 0.6740086 NA NA 8.2362802 11.8058950 8.9732459 2.6740312 9.2054194 3.2590012 10.6866626 NA 2.2590012 0.6740086 3.2590012 8.1086661 NA 15.1133410 9.3464634 10.8225146 11.8514575 5.4289263 NA 10.3250897 6.6047756 9.0869464 4.1334731 NA 4.8439638 12.3858469 6.1364170 11.3205967 12.2372343 10.3088490 10.5767598 4.6740369 NA 9.8364293 NA 5.4289263 10.4305943 6.1658918 10.4171894 4.7615034 9.8932066 7.4813926 7.4813926 0.6740086 2.2590012 7.7074613 NA NA 9.4019585 6.8033213 NA 0.6740086 8.6224051 NA 5.6282341 2.2590012 2.2590012 2.2590012 0.6740086 9.6796625 1.6740538 8.0749175 4.4813958 0.1353400 0.1675500 0.1675500 0.6042500 -0.1067500 0.7927100 0.7927100 0.1178000 0.1611000 0.2143300 0.2143300 -0.1049100 -0.1049100 -0.1920300 3.6569000 0.1300200 0.0377370 3.6569000 -0.0030919 -0.0030919 0.4000600 -0.0166110 -0.0929170 -0.1018800 -0.1979100 1.4598000 0.3114000 0.3114000 0.1759800 0.0556120 0.1353400 0.1353400 0.1675500 0.1675500 0.1675500 -0.1410800 -0.3837300 -0.3837300 0.6042500 -0.1816000 -0.1067500 -0.1700000 -0.1887300 -0.1818500 -0.1818500 0.1178000 0.1611000 0.2143300 -0.2299800 -0.1049100 -0.1920300 -0.1920300 -0.1920300 -0.1920300 0.0530530 0.0530530 -0.0396740 -0.0626720 -0.3396900 -0.3134600 0.0377370 -0.1399200 -0.1399200 -0.0030919 -0.1784500 -0.1784500 0.0231000 0.0231000 -0.0166110 -0.0166110 -0.0166110 -0.2591900 -0.1979100 -0.1142100 -0.2011600 -0.2011600 0.1759800 0.0000000 0.0000000 0.0000000 0.0556120 0.000 0.000 0.000 -0.251 0.000 0.000 -0.140 0.000 -0.178 0.000 0.000 0.000 0.000 -0.102 -0.259 -0.198 -0.198 0.135 0.135 0.311 0.311 -0.201 0.176 0.168 0.168 -0.384 0.463 -0.107 -0.107 0.793 -0.182 0.118 0.118 -0.016 -0.230 -0.105 -0.105 -0.192 -0.192 0.000 0.000 0.000 0.000 0.000 -0.251 0.000 0.000 -0.140 0.000 -0.178 0.000 0.000 0.000 0.000 -0.102 -0.259 -0.198 -0.198 0.135 0.135 0.311 0.311 -0.201 0.176 0.168 0.168 -0.384 0.463 -0.107 -0.107 0.793 -0.182 0.118 0.118 -0.016 -0.230 -0.105 -0.105 -0.192 -0.192 0.000 0.000 9.0534163 7.9408245 0.6740086 6.5320192 6.0663562 9.5351249 10.8313849 9.3776303 10.2381875 NA 8.1252492 0.6740086 2.2590012 11.8445890 0.6740086 11.1558374 7.4813926 8.2054194 10.9603994 13.6196647 4.6740369 10.6584564 11.9582838 NA 9.1044905 NA 1.6740538 8.6908462 9.1169402 NA 5.1334690 13.8793731 7.4684538 9.9267034 5.4813926 11.5612586 10.1538183 11.262753 11.519528 10.481393 2.674031 8.973246 7.940825 11.940825 9.281368 5.843964 10.830121 8.435589 11.927200 10.349995 10.500586 13.568287 12.336706 8.487819 10.914829 10.288748 13.733551 11.788431 4.804967 12.237234 11.232459 11.545173 11.045815 8.803321 13.412787 10.161878 3.674043 10.452115 11.5037608 11.9437491 0.6740086 9.2324588 11.8244200 9.9709541 13.7090089 8.9778188 8.4930036 8.9219656 9.7454735 8.8883573 15.8795258 9.7561870 8.4355894 11.6245939 7.9501622 6.1976001 11.0908355 13.0910994 NA 8.4019585 11.0971539 9.4652009 10.1658911 9.3464634 8.9267034 8.0227662 8.5257870 6.6282341 9.6598800 NA 2.2590012 8.5444027 0.6740086 9.4652009 4.5809293 11.3205967 12.2141660 10.4070534 10.7293204 10.8712547 4.6740369 0.6740086 1.6740538 11.8779977 10.5320190 6.7184315 10.4305943 10.7441589 7.2590003 4.5809293 10.4171894 12.1882589 10.4355892 9.5351249 1.6740538 9.7047051 11.2623872 9.7455004 7.8638623 10.9219655 TCGA-63-A5MT 74 0 NA 498 lung stage iib t3 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1961 r0 NA NA NA NA 4 1 2 3 3 1 3 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1791008 NA NA 7.8178567 NA -0.1877072 2.6195773 NA 2.3972006 2.6195773 2.3972006 10.8897156 4.6195891 3.2716647 -0.1877072 NA NA 2.1341552 2.6195773 8.2173737 11.5273362 8.4560886 1.3972006 8.0168033 3.9821539 12.5888709 NA NA -0.1877072 NA 7.3200270 NA 14.5195914 9.1091484 10.7115892 12.8631012 4.3357976 NA 10.7414907 0.8122107 9.1733206 3.5126694 NA 6.6451223 11.1271949 6.7567391 11.1341603 11.9189097 11.2018636 11.1675723 2.3972006 NA 8.7780167 NA 3.5126694 10.8776484 4.2716647 10.4470433 -0.1877072 8.0119048 4.7664308 5.4269423 NA NA 7.9721039 NA NA 9.1341603 6.6825972 NA NA 8.2131115 0.1570437 3.3972006 NA NA -0.1877072 1.3972006 9.1520822 NA 7.5057195 2.3028162 -0.03980100 0.12815000 0.02202400 0.13569000 0.01754400 -0.27906000 -0.27906000 0.17920000 0.17920000 0.33513000 0.00485790 -0.19562000 3.56200000 0.41078000 1.72210000 2.16320000 0.00555290 0.21576000 0.35888000 0.00350710 -0.00346270 0.01391100 0.04613300 -0.27259000 -0.04739500 -0.04739500 0.00000000 0.00000000 0.11932000 0.25840000 0.00027728 -0.03980100 -0.01752900 0.12815000 0.02202400 -0.36839000 -0.37943000 -0.37943000 -0.37943000 0.01754400 -0.24411000 -0.24411000 -0.24411000 -0.27906000 -0.27906000 0.17920000 0.17920000 -0.36827000 0.00485790 -0.19562000 -0.35270000 -0.69685000 -0.69685000 -0.38257000 -0.00650500 -0.00650500 -0.00650500 -0.39120000 0.19710000 0.01516800 0.00555290 -0.37069000 0.21576000 -0.41432000 -0.00346270 -0.00346270 -0.00097017 -0.00097017 -0.38750000 0.01391100 -0.01776200 -0.27259000 -0.41443000 -0.04739500 0.02188400 0.01908300 -0.40340000 -0.28037000 -0.28037000 -0.28037000 0.28089000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.387 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.000 0.000 -0.233 0.136 0.000 -0.244 -0.279 -0.279 0.179 0.179 0.330 0.000 -0.187 0.000 -0.353 -0.353 -0.121 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.387 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.000 0.000 -0.233 0.136 0.000 -0.244 -0.279 -0.279 0.179 0.179 0.330 0.000 -0.187 0.000 -0.353 -0.353 -0.121 0.160 6.7895128 6.8890476 0.8122107 2.8122312 7.1785543 9.0719755 10.6663214 8.2468603 10.4186375 -0.1877072 6.4121447 NA 0.8122107 11.9289011 0.8122107 11.1598536 4.8122312 8.6066480 10.2683813 13.2271817 4.3357976 11.1256822 12.3612949 -0.1877072 9.5503245 NA 4.2045477 10.1576375 9.2002280 1.0632268 NA 14.4632839 8.1959366 9.7664285 4.5671195 10.6530102 9.2634434 10.1763669 11.9230418 10.2248021 -0.1877072 8.9568904 6.5935913 10.7923718 8.9995843 7.2045496 10.3629791 7.4704441 11.5387995 9.6260134 10.7729582 13.9818441 11.1194331 8.5091998 9.3591267 8.3357941 13.3962552 10.4232570 5.6850599 11.9189097 10.7664285 10.8763014 9.5452475 8.1022513 14.0836646 8.9695791 3.6195891 10.3981337 11.0198567 11.8970406 0.8122107 7.9415154 11.1791008 10.8996951 13.2748610 8.9415154 9.2178206 8.6260134 9.7221253 8.8094119 14.8002068 2.3972006 7.4704441 10.9758819 7.3896615 6.2045496 7.9721039 11.9905859 NA 8.1697842 10.8552595 8.9695791 10.0301900 9.1091484 8.5536992 6.6195876 7.0119048 5.5671195 10.7481340 NA NA 8.2839074 -0.1877072 8.7780167 3.8122312 11.1341603 12.9064749 9.9846597 10.0848621 10.3220072 2.3972006 -0.1877072 NA 11.3915482 8.7221255 4.2716647 10.8776484 11.1154422 6.6577229 7.1959361 10.4470433 12.6463082 10.6033952 10.1543069 NA 8.9337659 11.9013516 8.8234596 7.2960480 10.2109759 TCGA-63-A5MU 48 1 NA NA lung stage iib t2b n1 m0 male NA NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 15 1981 r0 NA NA NA NA 1 1 2 4 1 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7725317 NA NA 9.0376576 NA -1.0256175 2.6747092 NA 11.4474608 4.1441851 NA 7.6217208 0.5592471 2.9742540 -0.0257644 NA 0.5592471 3.7717905 -1.0256175 6.3579672 11.6266593 5.6885077 0.9742356 7.8260113 1.7816115 12.9358930 NA NA NA NA 5.8811531 -1.0256175 13.7211441 10.1485640 11.2227831 12.1209902 1.7816115 NA 11.3722044 -0.0257644 9.2095348 -1.0256175 NA NA 11.3172149 1.7816115 11.5240471 13.7215114 10.1335030 9.4250510 2.2961931 NA 9.4840374 NA 1.2961931 10.6910819 2.6747092 10.5811302 1.2961931 8.9714418 4.7816168 3.0617244 NA NA 5.2030798 -0.0257644 NA 9.4398288 4.9742631 NA NA 10.4239270 1.0028105 1.2961931 NA -0.0257644 -1.0256175 2.1441769 6.5288510 -0.0257644 7.3921147 1.9742723 1.1216000 0.5276600 0.5562000 1.1323000 0.0137720 0.6331700 0.6331700 -0.0270730 -0.0270730 0.8623500 0.8623500 3.6569000 0.9980000 1.1379000 3.6569000 0.0000000 0.0000000 -0.5753200 1.9817000 1.9817000 -0.0089906 0.1496500 0.6186100 0.6186100 -0.0737430 -0.0737430 0.0023581 0.0023581 -0.0065050 0.3235000 -0.0183530 -0.0183530 0.5276600 0.5271300 0.5388900 -0.5789100 -0.5850100 -0.5850100 -0.5850100 0.0137720 0.0137720 -0.5712000 0.0331270 -0.5667700 -0.5737800 0.0109820 -0.1300200 0.8623500 1.2331000 -0.4925600 1.1379000 1.1379000 1.1379000 -0.0237030 -0.0140900 -0.0140900 -0.0140900 -0.0658030 -0.5559700 -0.6095100 0.0000000 -0.5737300 -0.5737300 0.4787300 0.6197000 0.6197000 -0.0135400 -0.0135400 0.1496500 0.1496500 0.1496500 -0.5499500 -0.0737430 -0.0737430 -0.0099565 -0.0099565 -0.0065050 -0.4914100 0.3268900 0.3268900 0.3235000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 1.982 0.000 0.000 0.000 0.150 0.150 0.045 -0.574 0.000 0.000 0.000 1.122 0.000 0.000 0.000 0.000 0.528 0.528 -0.579 -0.579 0.000 0.000 0.066 -0.567 0.000 0.000 0.862 0.862 -0.560 -0.560 1.138 0.000 0.324 0.324 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 1.982 0.000 0.000 0.000 0.150 0.150 0.045 -0.574 0.000 0.000 0.000 1.122 0.000 0.000 0.000 0.000 0.528 0.528 -0.579 -0.579 0.000 0.000 0.066 -0.567 0.000 0.000 0.862 0.862 -0.560 -0.560 1.138 0.000 0.324 0.324 5.4005277 8.3318145 NA 9.8983326 6.4580785 7.5852871 11.8553764 8.6677495 10.0557458 0.5592471 7.2316503 NA 0.9742356 10.5958564 NA 11.4284203 5.8931268 9.7572607 10.8798375 13.5957992 1.7816115 10.1485640 11.7070658 NA 10.9012996 -0.0257644 10.0749248 8.8796494 9.7621651 1.1084910 NA 15.2491501 8.6072578 8.9672009 3.3665740 10.9854897 9.9342644 10.499294 12.593680 10.286578 -1.025618 8.666006 10.023430 10.380467 9.410974 7.113814 11.044719 6.639598 12.012808 11.410974 13.183106 13.549152 10.972148 4.497823 10.796036 8.383653 13.251041 10.289412 5.735148 13.721511 9.730819 9.432669 10.638265 7.525009 14.278419 11.827962 4.702181 13.037320 11.3587764 10.8721079 -1.0256175 8.7258066 11.7725317 11.0863761 15.8110149 9.5732454 9.9783003 9.2363572 9.1061195 9.9700297 12.0462275 11.4474608 6.6395983 11.8749406 7.8039851 2.9742540 6.7291503 12.1600670 NA 5.2596642 11.6052121 8.9756706 6.0617244 10.1485640 8.2363572 4.4978231 4.3318127 0.9742356 10.2090798 -0.0257644 4.4978231 6.2221902 -1.0256175 8.7055816 1.9742723 11.5240471 11.9299124 10.6541823 10.1897954 11.4047150 2.2961931 4.2596642 0.5592471 8.7374748 9.8576694 4.5889724 10.6910819 11.4510087 2.8811556 4.9515412 10.5811302 12.7378898 10.7952392 8.6677495 5.2961894 7.1739349 9.4601722 10.4223787 8.2102768 10.4820571 TCGA-63-A5MV 69 0 NA 1100 lung stage iia t2b n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1961 r0 NA NA NA NA 3 4 1 4 3 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.07057603 NA 0.53953107 7.27196998 NA 5.84937382 6.91102040 0.53953107 2.27649667 7.37240977 4.47811758 10.59208763 4.73591746 4.38081948 1.53953107 3.59841285 -1.04543143 2.41400019 1.27649667 8.04731426 11.95226578 8.30328531 6.22134351 9.51965905 3.34687181 12.45664293 NA 5.08383883 NA -1.04543143 6.92034094 0.95456857 14.02714313 9.83030635 10.79297310 11.48885991 5.56926626 2.53953107 9.99416149 6.47811920 8.86608393 4.04202265 0.53953107 9.81486809 11.54134055 5.77741445 11.86219883 12.50549376 9.97136536 10.81381998 5.55446913 NA 11.28687335 NA 3.86144924 10.13508783 5.94324153 10.08641399 2.95454996 9.22017201 7.11946408 5.80004826 -1.04543143 1.27649667 5.86144676 NA 6.64105753 9.31650080 6.05258979 NA 5.04201828 8.41193801 4.44062669 7.16887566 0.95456857 2.86143931 6.31210968 -0.04543143 9.77154064 0.95456857 7.60201512 4.50791512 0.078294 0.255270 0.008892 2.639300 0.198470 1.496000 3.652500 -0.041431 -0.041431 -0.020138 0.835690 1.365700 0.093621 0.231940 0.431930 -0.022881 -0.022881 -0.017666 -0.014641 -0.014641 0.199840 0.509670 -0.016841 -0.016841 0.384690 1.742800 0.353650 0.353650 0.552480 -0.545320 -0.261670 0.078294 0.042132 0.008892 0.008892 -0.254330 -0.256730 -0.256730 0.823730 0.198470 0.198470 0.205190 0.205190 -0.250790 -0.250790 -0.041431 -0.041431 -0.020138 -0.260590 -0.482920 -0.033132 -0.686700 -0.071205 -0.256480 0.000000 0.000000 0.000000 -0.058866 0.431930 0.431930 -0.022881 -0.017666 -0.017666 -0.014641 0.199840 0.199840 -0.049154 0.126820 -0.163700 0.509670 0.509670 -0.016841 -0.188230 0.244660 -0.237280 -0.237280 0.552480 -0.170820 0.670850 0.670850 3.656900 0.000 0.000 0.000 0.432 0.000 0.000 0.000 0.000 0.200 0.127 0.127 -0.164 0.510 0.000 0.000 -0.188 0.056 0.000 0.000 0.354 0.354 -0.237 0.552 0.213 0.000 0.085 0.321 0.198 0.198 1.496 1.245 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 -0.204 -0.170 0.000 0.000 0.000 0.000 0.432 0.000 0.000 0.000 0.000 0.200 0.127 0.127 -0.164 0.510 0.000 0.000 -0.188 0.056 0.000 0.000 0.354 0.354 -0.237 0.552 0.213 0.000 0.085 0.321 0.198 0.198 1.496 1.245 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 -0.204 -0.170 0.000 9.333935 7.752219 1.539531 7.982463 7.706101 9.483011 10.693494 8.995093 9.209586 2.276497 8.667084 NA 3.908755 11.315404 4.761913 10.902249 6.818743 8.049954 11.142732 14.412675 3.954559 11.042683 12.468778 1.276497 9.001681 2.276497 6.948910 8.828001 10.070869 1.553852 4.042023 14.156222 7.719429 10.431809 5.509145 11.778322 10.490318 11.609417 11.626540 10.303285 -1.045431 9.346874 8.554470 11.259764 10.016603 8.283232 10.999293 8.993476 10.752984 10.724395 9.408856 14.097781 10.881224 8.454403 10.532458 10.807087 12.911568 10.591635 5.417100 12.505494 11.480567 10.368185 10.463837 7.426232 12.568387 11.594802 3.124477 11.506025 10.82607731 10.73222332 2.86143931 9.65065525 11.07057603 10.35969851 13.53587414 8.97275726 8.52877211 9.13695139 10.01592820 9.71693912 15.02178129 2.27649667 8.99347595 11.15545566 9.01795224 6.73591610 9.59660871 12.09889662 NA 8.47025702 11.33799134 9.13446611 8.69264932 9.83030635 8.64630057 8.31430680 7.93469636 7.44239699 9.55911033 3.27648178 0.95456857 8.58391354 1.27649667 9.80004713 5.22134351 11.86219883 12.23576263 10.25261955 10.84101570 11.02367106 5.55446913 3.70944504 -0.04543143 11.34068899 11.61655776 1.95456857 10.13508783 11.61499868 5.88529370 6.38918475 10.08641399 12.45290763 9.65846054 9.34149725 4.34687181 7.48983271 10.70358421 9.64018184 6.72934475 11.19951543 TCGA-63-A5MW 76 0 NA 1639 lung stage ib t2 n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 NA NA NA NA 6 1 NA NA 3 3 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7591917 NA 0.3609822 7.7475633 NA 0.7760197 5.5540976 -1.2239803 8.7970000 9.0275024 7.1335717 10.7152318 1.0979478 4.2678728 1.9459447 5.7647044 -0.2239803 4.1673098 NA 8.4919821 11.9211560 9.7668330 4.0979478 9.8760251 1.3609822 12.4613163 NA -0.2239803 NA -1.2239803 11.1423421 -0.2239803 14.0801901 9.5549184 11.0102386 10.3401695 5.8421089 8.0381146 10.6791486 7.2598355 9.2611650 3.8204139 0.7760197 NA 11.1888702 5.9590097 11.5332016 11.3820688 10.6922726 11.0462364 5.3907296 NA 9.7360218 NA 6.7126577 10.7540153 3.4764595 9.8353644 NA 9.7597261 5.7418040 4.6586628 -1.2239803 -1.2239803 7.2798455 NA NA 9.4885469 5.8949608 NA -0.2239803 10.2267158 -0.9370494 3.1683372 1.8719619 0.3609822 9.8601639 2.3609822 8.6230775 5.3907296 7.5801508 1.7395025 0.096961 0.746510 0.135540 1.228400 -0.482290 3.656900 3.656900 2.197100 -0.039394 0.713730 3.656900 -0.501210 2.269000 -0.499440 2.341500 1.106100 -0.074277 -0.479440 0.068378 -0.389060 -0.499450 0.438130 0.794130 -0.527060 0.059651 0.059651 0.481820 0.481820 0.356120 0.786010 0.102930 0.096961 -0.059673 -1.292900 0.231790 -0.104730 0.026654 0.036229 0.916420 0.022585 -0.482290 -0.916510 -0.486380 -0.425820 -0.482710 0.475470 -0.071338 0.044999 -0.566890 -0.597700 -0.495070 -0.495070 -0.499130 -0.499440 -0.043195 -0.043195 -0.058866 -0.499550 0.063223 0.023426 -0.053476 -0.526040 -0.507640 0.024408 0.095798 -0.499450 -0.410800 0.000000 -0.552860 0.466390 0.438130 -0.535100 0.388410 0.059651 -0.165860 -0.165860 -0.765270 0.677150 0.677150 0.677150 -0.437670 0.000 0.000 0.000 0.000 1.106 0.000 -0.508 -0.443 -0.499 0.000 0.000 -0.086 0.466 0.267 -0.527 0.000 0.000 0.103 0.103 0.482 0.482 -0.166 0.379 0.000 0.000 0.000 0.218 0.000 -0.385 3.147 -0.510 0.475 0.000 3.657 3.657 -0.483 0.879 -0.530 -0.530 0.256 -0.422 0.000 0.000 0.000 0.000 1.106 0.000 -0.508 -0.443 -0.499 0.000 0.000 -0.086 0.466 0.267 -0.527 0.000 0.000 0.103 0.103 0.482 0.482 -0.166 0.379 0.000 0.000 0.000 0.218 0.000 -0.385 3.147 -0.510 0.475 0.000 3.657 3.657 -0.483 0.879 -0.530 -0.530 0.256 -0.422 8.6753770 8.2374992 NA 6.3534486 5.7067571 9.8930136 10.4225787 8.2760848 9.7851487 1.0979478 9.5242128 NA 0.7760197 12.4224662 4.1683372 10.8019485 8.1180944 8.2778569 11.2110260 13.5994867 5.1510592 11.0126322 12.5594275 3.7157177 9.3925688 2.3609822 4.4198759 8.0567905 9.6903902 0.9233394 NA 12.8840543 8.8149391 9.5857881 10.5170655 9.3562785 9.5922036 12.921634 11.424378 10.555329 4.608910 10.079230 6.570436 10.206473 10.277360 7.871417 13.475809 8.478192 12.833483 6.291720 10.189119 13.795220 11.092584 6.940927 11.188325 13.906751 12.673109 10.243116 5.752727 11.382069 11.637495 10.499681 10.826209 7.434231 14.006742 11.136867 4.360982 9.872076 11.718351 10.086065 3.863483 8.679902 11.759192 10.798734 13.275300 9.416265 9.239207 9.151059 9.723657 10.466891 13.348069 8.797000 8.478192 11.417394 9.288760 7.709710 6.168337 12.123918 2.097948 7.342074 10.927037 10.402642 10.405832 9.554918 7.537571 6.652537 5.517487 5.151059 9.493696 7.573681 7.372209 9.659427 1.583375 9.358162 10.857503 11.533202 12.968159 11.076658 10.557380 10.761506 5.390730 7.953439 4.863483 11.982271 10.360043 3.985473 10.754015 11.413551 7.836716 7.124748 9.835364 12.643685 9.944065 9.278852 4.608910 4.097948 10.231614 10.589801 7.847482 10.891714 TCGA-63-A5MY 63 0 NA 1052 lung stage ia t1b n0 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1966 r0 NA NA NA NA 6 2 2 4 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0157156 NA NA 9.1006505 -1.1099814 -1.1099814 1.6973290 NA -0.1099814 2.9774448 -1.1099814 4.4135399 1.8899797 8.1307708 NA NA NA -1.1099814 NA 6.3162435 10.7680302 6.1091474 -1.1099814 8.3370626 2.6973290 12.7440684 NA 0.4749811 NA -0.1099814 3.2119000 NA 9.9658929 10.1229997 11.1637749 11.2110618 2.0599090 NA 11.8410818 0.4749811 9.0734906 0.4749811 NA -0.1099814 11.4998621 1.2118844 11.0620942 12.4620838 9.5641716 11.0328394 1.4749292 NA 10.1497225 NA -1.1099814 11.0056732 -0.1099814 9.9674626 0.4749811 4.8899797 0.4749811 1.4749292 NA -1.1099814 6.3818319 NA NA 9.5338355 5.1187999 3.7968677 0.8899407 9.9939227 6.9152293 -0.1099814 NA 1.2118844 NA 0.4749811 6.8499818 NA 8.3162440 1.4749292 0.0000000 3.6569000 -0.0765450 2.0544000 0.0383470 3.3495000 0.9606200 0.0105640 0.0105640 -0.0396650 -0.0284910 3.6569000 0.9717200 -0.3115500 0.0331270 0.0319990 0.0319990 -0.8720200 0.1045300 0.0829090 0.1722600 0.6344500 -0.8928100 -0.0618230 0.0432990 0.9839000 0.0593660 2.1730000 -0.8877400 -0.1601300 0.0777180 0.0000000 -0.3290100 -0.2246500 -0.8558300 0.0424490 -0.3442300 -0.3643100 -0.3643100 -0.8511400 0.0383470 -0.8595500 -1.2929000 0.0284810 -0.8657400 0.0586520 -0.8829900 -0.0396650 -0.9060900 -0.9588300 0.0592230 -1.2929000 1.3903000 -0.8543200 0.0942010 0.0942010 0.0020805 -0.8675100 0.0427320 0.0427320 0.0431570 -0.8548800 -0.8548800 0.0847870 -0.8671200 -1.2929000 -0.8438700 -0.8604600 -0.8747900 0.0627940 0.6344500 -0.0618230 -0.8723700 -0.0268510 -0.1637000 -0.3570400 -0.8706400 -0.1455400 -0.1794200 -0.1859700 -0.1601300 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.134 -0.857 -0.857 -0.875 0.000 -0.893 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.357 -0.871 0.000 0.000 0.000 0.000 -0.857 -0.857 -0.635 -0.857 0.000 0.000 0.000 0.000 0.033 0.915 0.000 -0.854 -1.293 -1.293 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.134 -0.857 -0.857 -0.875 0.000 -0.893 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.357 -0.871 0.000 0.000 0.000 0.000 -0.857 -0.857 -0.635 -0.857 0.000 0.000 0.000 0.000 0.033 0.915 0.000 -0.854 -1.293 -1.293 8.8133066 7.4973098 NA 5.1937599 5.0397262 7.0945507 11.0263296 8.6017151 10.0141006 1.4749292 8.6161974 NA -0.1099814 11.3378373 NA 10.7976211 7.0847361 9.6059413 11.0711999 14.1500167 0.8899407 10.4612579 12.1062704 -1.1099814 8.7953663 NA 11.8672592 9.3266908 10.3539889 0.1530270 5.5193343 15.6115858 7.4096158 9.6589906 3.1379133 9.5843372 8.8103322 10.417456 12.369507 10.328771 NA 10.411580 1.889980 11.720693 8.269358 8.672978 9.715733 9.163775 10.915074 12.331886 12.408632 13.477991 9.405679 2.211916 10.426712 6.349411 12.386833 11.007622 5.289491 12.462084 10.986694 10.134343 10.882564 8.641523 13.846106 12.853869 7.878664 12.995479 10.4363914 9.9288982 5.1567647 8.7339003 12.0157156 10.0835046 15.0670464 9.5782296 9.4442132 9.5544265 9.3442786 9.7983718 9.6696986 -0.1099814 9.1637749 11.1823009 9.0063233 2.5904104 7.9533741 6.4368731 NA 5.0599047 11.8883934 5.8672590 7.1187978 10.1229997 8.3997543 3.7479566 2.5904104 1.8899797 8.7510663 -0.1099814 4.1379051 6.4598349 NA 8.7448476 -0.1099814 11.0620942 12.9342880 11.6442404 9.9880113 10.9456006 1.4749292 7.3616543 0.8899407 7.9288985 11.0711316 2.0599090 11.0056732 11.7811934 3.4135399 6.6448672 9.9674626 13.3642556 11.1250960 6.0698890 2.6973290 6.2119078 6.7882485 10.7942375 5.7101590 10.8092151 TCGA-66-2727 55 1 516 NA lung stage ib t2 n0 m0 female 2004 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 56 1967 r0 NA NA 2 2 5 NA 3 1 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 6.727868e-06 2.358222e-06 8.36501901140684 24.7148288973384 36.8821292775665 7.22433460076046 22.8136882129278 NA 11.16636240 NA NA 7.87062118 3.21350282 -1.48681248 6.10095873 1.51308643 10.24269015 6.46143688 0.09801523 9.90377582 4.09803208 4.15692240 -0.48701467 -1.48681248 -1.48681248 0.09801523 0.09801523 6.52987715 10.36754831 10.39188670 3.41995681 8.29933900 4.12778183 12.59854189 1.51308643 4.15692240 NA 5.92245953 7.19606404 0.83503474 13.87147956 10.61897797 10.99158626 11.61422442 5.38343473 NA 11.89027997 1.09801523 9.77485886 2.09801523 NA 7.97863611 10.34500210 3.87132127 10.88783725 15.72363158 10.07674239 10.16753983 5.21351060 NA 10.02876928 3.41995681 1.97250886 9.31720049 4.66281504 10.20000759 5.29442960 8.48604942 7.34279206 5.32042330 0.09801523 -1.48681248 5.97250197 -1.48681248 -0.48701467 9.60846645 5.58988630 NA -1.48681248 10.98905610 -0.48701467 2.90538941 -1.48681248 0.09801523 1.68297773 -0.48701467 8.60450468 -1.48681248 6.82595222 1.86781741 0.29958000 0.06036500 3.65690000 1.58280000 -0.26348000 1.30760000 1.36360000 -0.55927000 0.05965100 0.05067700 0.03453600 1.84290000 -0.26841000 -0.57101000 0.07771800 0.29008000 0.04556600 -0.17259000 -0.56157000 0.09246000 0.00097064 0.03229300 0.44122000 0.04599100 -0.13329000 -0.13329000 0.33383000 0.08060100 -0.24722000 -0.15349000 0.06651500 -0.58637000 0.05979400 -0.06034500 -0.60264000 -0.25443000 -0.59575000 -0.59575000 3.10460000 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-0.539 0.000 -0.107 -0.107 9.413182 7.254536 -1.486812 3.419957 6.320425 10.032706 10.556439 9.659072 10.055618 2.320427 6.803089 -1.486812 NA 12.310934 -1.486812 10.993355 8.240990 9.047372 11.004291 14.263332 4.004924 10.882939 11.349120 -1.486812 6.712742 NA 9.194308 8.386514 10.203067 NA 1.513086 15.516565 8.679232 10.073880 3.905389 10.924316 8.521498 9.53543733 12.46499156 10.05125830 0.09801523 7.62941345 7.96015257 10.66757116 8.84174422 8.97863582 9.28867970 4.21351060 11.35953534 9.70967163 13.78343777 13.86783535 11.31558582 7.58453188 10.76099698 9.26795685 12.48407402 11.05996386 5.65497107 15.72363158 10.48676676 9.99789232 10.84090276 7.33005279 13.80886993 11.78642798 1.51308643 11.95640153 10.65963812 12.51886940 1.97250886 8.89569342 11.16636240 10.39990913 14.05204280 9.57038437 10.17677429 9.54924310 11.06861479 9.42446152 15.34742937 10.24269015 4.21351060 10.76129350 6.82595222 5.50175440 8.93302964 11.71764057 NA 7.47596522 11.08173813 8.80308816 8.13328917 10.61897797 7.29442960 7.49320939 6.45558368 6.70782569 9.61766820 -1.48681248 7.14242569 8.00492268 -0.48701467 8.70165821 3.46726644 10.88783725 14.36740216 10.86704324 10.90243187 12.00329358 5.21351060 0.51308643 0.09801523 10.08055028 11.93026266 5.06766023 9.31720049 11.26628619 9.31881325 7.51588430 10.20000759 12.58687628 11.54666449 9.22129106 -1.48681248 8.08860859 9.54323313 9.55198851 7.76809829 10.74908361 TCGA-66-2734 62 0 NA 1311 lung stage ib t2 n0 m0 female 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1965 r0 NA NA 1 1 4 NA NA NA 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 8.739292e-06 2.462261e-06 8.28220858895705 20.2453987730061 49.079754601227 6.74846625766871 15.6441717791411 NA 11.65301719 NA NA 7.86197211 NA 2.07457394 4.04656091 0.95910243 9.63328698 4.62205768 2.07457394 10.18751254 5.21962159 5.55404237 -1.62593428 -1.62593428 NA 0.37417703 0.69608287 8.29448520 11.80079008 8.79092969 2.28101568 8.09864589 6.78352344 10.18991571 -1.62593428 NA NA 0.95910243 7.95909489 NA 13.67844788 10.54843373 10.99526834 12.19789748 5.41852730 NA 10.73333273 -0.62593428 10.12729046 3.92872089 NA 0.69608287 10.86874533 5.77611978 9.14891936 12.52520189 10.46688932 9.68546050 4.04656091 -0.04097178 9.59269547 1.18148425 3.58359129 10.07240276 2.37412138 10.64121147 -0.62593428 8.32103831 5.54405875 5.19431167 2.28101568 0.95910243 8.11896598 NA NA 9.54217755 4.73168288 -0.04097178 -1.62593428 10.68588051 -0.99366607 2.28101568 -0.62593428 3.28101568 -0.04097178 0.69608287 9.98884201 NA 6.97404512 0.37417703 0.13461000 -0.05055000 -0.05055000 0.52766000 -0.24691000 0.20427000 0.17853000 0.11184000 0.11184000 0.14058000 0.12642000 1.26820000 0.13095000 -0.25334000 0.14063000 -0.00249380 -0.00249380 -0.24715000 -0.06303200 -0.06303200 0.14667000 -0.02274400 0.19162000 0.19162000 0.03072600 0.03072600 0.07570300 0.07570300 0.26467000 -0.01745400 0.07774700 0.13461000 0.09318500 -0.05055000 -0.05055000 -0.24788000 -0.24788000 -0.24788000 0.52766000 -0.24691000 -0.24691000 -0.24691000 -0.24691000 -0.24970000 -0.24970000 0.11184000 0.11184000 0.14058000 0.12642000 -0.24812000 -0.25334000 -0.25334000 -0.25334000 -0.25334000 0.00069327 0.00069327 0.00069327 0.14063000 0.14063000 0.16805000 -0.00249380 -0.24715000 -0.24715000 -0.06303200 0.13435000 0.13435000 -0.14567000 -0.14567000 0.49459000 -0.02274400 -0.02274400 -0.24350000 -0.12552000 0.03072600 -0.24752000 -0.24752000 0.26467000 0.00000000 0.00000000 -0.01745400 -0.01745400 0.000 0.000 0.141 0.141 0.000 0.000 -0.247 0.000 0.134 -0.146 -0.146 -0.265 0.000 0.192 -0.052 0.000 0.000 0.135 0.135 0.000 0.000 -0.248 0.265 0.000 0.000 -0.248 0.528 -0.247 -0.247 -0.069 -0.247 0.112 0.112 0.141 0.141 -0.117 0.131 -0.253 -0.253 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 -0.247 0.000 0.134 -0.146 -0.146 -0.265 0.000 0.192 -0.052 0.000 0.000 0.135 0.135 0.000 0.000 -0.248 0.265 0.000 0.000 -0.248 0.528 -0.247 -0.247 -0.069 -0.247 0.112 0.112 0.141 0.141 -0.117 0.131 -0.253 -0.253 0.000 0.000 7.1879132 8.1122247 0.3741770 3.4615940 8.3268735 9.6977500 10.4492770 9.4222648 10.8752230 0.6960829 5.7919859 NA 2.6960606 12.7203689 -0.6259343 10.5380963 7.3599744 8.6904136 11.2679324 13.8998671 4.3048688 11.7198147 11.1744255 -1.6259343 7.2749987 -1.6259343 4.7139817 9.9984707 9.9856136 NA 0.3741770 15.0380099 8.1895157 9.9287210 5.2929952 10.8361232 9.5352641 9.9468325 11.8673622 10.4449240 0.9591024 8.5738047 8.0483245 11.4402214 9.8804397 7.8858849 11.5857164 6.9325526 11.6147656 9.8674874 11.8546700 13.7970182 11.3608631 7.9477795 10.6412115 8.0814914 13.1067766 10.6713351 4.6037213 12.5252019 12.1804804 10.4546167 10.3999639 7.8539127 14.5317618 10.2685711 3.2321081 11.2766957 11.1056634 10.5374674 -0.6259343 9.1340204 11.6530172 10.7996104 15.0434599 8.6420892 9.6517103 9.2390922 10.2464223 8.7360761 14.8615012 9.6332870 6.9325526 10.4502798 9.2328902 5.7664494 8.3755404 12.3413585 -1.6259343 8.9142601 10.6534526 9.7540520 8.7469973 10.5484337 9.2101826 5.7750110 5.4075567 6.4721644 9.9515610 0.9591024 3.5034123 8.6326983 -0.6259343 8.8263734 3.1290192 9.1489194 12.9755548 11.7529689 10.3978866 11.7823292 4.0465609 NA -0.6259343 11.4640792 11.2664853 4.6409159 10.0724028 11.0898798 6.5034155 5.1423154 10.6412115 12.8382950 11.1134909 9.4950181 NA 9.7162069 9.9479640 10.3384731 6.4455943 10.5957193 TCGA-66-2737 72 0 NA 61 lung stage iib t2 n1 m0 male 2005 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1949 r0 NA NA 2 2 2 NA 1 6 2 2 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.8673035 10.4017244 -1.3025820 NA 8.1131301 4.4787454 3.7848494 6.7457657 1.5047221 4.7197584 7.5553698 1.2823805 13.3816440 6.5739062 6.2748170 2.2823508 NA 0.2823805 1.5047221 1.6973735 7.9965966 11.2155499 9.8182743 6.0810925 8.4236067 2.6042849 9.6775282 NA 2.9453080 NA 5.8471350 7.4287077 6.8872133 14.6301255 9.5853706 11.1677932 11.7913012 7.7526710 NA 11.8585204 1.5047221 9.9664508 2.8673232 NA 4.3978303 10.7012050 5.6985158 10.8788514 12.6303497 10.4877370 10.2365619 4.5553683 NA 10.4958603 1.2823805 4.1236496 10.6314479 5.1731234 10.8059130 0.6974180 9.2316914 7.2130887 7.8085241 -1.3025820 -1.3025820 7.1361801 NA NA 9.1194532 5.9165579 4.0549440 NA 11.5316620 1.5513930 4.4522791 NA 3.7417798 2.6042849 2.3978303 10.0718847 -0.3025820 6.8318152 3.9453174 0.7712200 0.1011800 -0.0089749 2.2921000 0.1108100 0.3919700 0.3919700 0.0000000 0.0000000 0.2100800 0.2100800 -0.0549600 0.4677600 -0.1150800 0.5965600 0.1632500 0.0794470 0.1670000 -0.0696000 -0.1048100 -0.1606400 0.0855100 -0.0607480 -0.0607480 0.0703860 0.0703860 0.1434000 0.1434000 0.2047300 -0.0065050 -0.4201400 0.1442900 0.1011800 0.1011800 -0.0372550 -0.1491200 -0.0310310 -0.0310310 -0.0310310 -0.3909600 -0.3361800 -0.3305500 -0.3305500 -0.1465100 -0.1465100 0.0442900 -0.0742770 0.2100800 0.2100800 -0.3716600 -0.3115500 -0.9090400 -0.1150800 -0.1150800 -0.1129900 -0.1129900 -0.1129900 0.0364500 0.5965600 0.0351000 0.0794470 0.1193200 0.1193200 0.0231450 -0.1499000 -0.1499000 0.1156500 0.1156500 0.0855100 0.0855100 0.0855100 -0.1619200 0.0703860 0.0703860 0.0985600 0.0913000 0.2047300 0.1102300 0.1102300 0.1102300 -0.0065050 -0.113 -0.113 0.000 0.560 0.000 0.000 0.119 0.000 -0.161 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.388 0.143 0.143 0.000 0.205 0.101 0.000 0.000 0.000 -0.391 -0.391 0.245 -0.147 0.000 0.000 0.104 0.210 -0.317 0.000 -0.312 -0.312 0.000 0.000 -0.113 -0.113 0.000 0.560 0.000 0.000 0.119 0.000 -0.161 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.388 0.143 0.143 0.000 0.205 0.101 0.000 0.000 0.000 -0.391 -0.391 0.245 -0.147 0.000 0.000 0.104 0.210 -0.317 0.000 -0.312 -0.312 0.000 0.000 9.0907788 8.4934280 1.0193461 4.1236496 7.3908757 9.3751081 10.3116382 9.2932148 10.0510867 2.3978303 6.3555995 0.2823805 1.5047221 12.4757737 0.2823805 10.6566877 7.8698159 9.0897060 10.8431137 14.1384523 4.0193194 10.3148560 10.8493564 -1.3025820 7.7715297 NA 10.8522066 8.3908753 9.7001964 0.3343394 4.1892395 14.4399874 8.1194532 10.4999049 6.1812039 10.6810947 9.7016090 9.865434 11.859308 10.571601 -1.302582 7.766166 8.039463 10.829245 9.498288 7.800676 9.806566 7.859780 10.757730 9.430404 13.496620 13.067599 10.334919 9.455612 10.524334 8.834380 12.918976 10.475466 4.933691 12.630350 11.501923 10.904403 10.415493 7.054941 14.615750 11.809176 1.504722 10.130974 11.239937 11.004305 2.019311 9.208153 10.401724 10.892145 14.462258 8.981634 9.228682 8.021569 10.033337 9.797394 15.432455 4.719758 7.859780 11.013953 7.201214 6.304719 9.756057 12.589077 NA 8.443903 10.562348 9.677528 10.003450 9.585371 7.826672 8.667494 6.523937 6.445581 9.701609 2.945308 5.297301 9.285166 -1.302582 9.650130 4.089710 10.878851 13.363169 11.346869 10.530279 11.190493 4.555368 NA 7.869816 12.429980 11.869191 6.348440 10.631448 11.105453 9.153743 6.251977 10.805913 11.612894 10.139295 9.610278 5.425308 8.375108 9.551376 10.115241 8.215058 10.425309 TCGA-66-2742 70 0 NA 641 lung stage iv t2 n1 m1 male 2006 641 no NA lung squamous cell carcinoma- not otherwise specified (nos) 44 1956 r0 NA NA 1 1 5 NA NA NA 4 1 1 2 NA NA 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 1 0 0 4 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6.277031e-06 2.115464e-06 15.9836065573771 16.8032786885246 28.2786885245902 7.37704918032787 31.5573770491803 NA 11.0394114 -1.0874268 NA 7.8957007 NA 3.1606298 5.8754877 NA 2.6131544 7.0876326 NA 10.7063102 2.0826345 3.9127073 -1.0874268 -0.0872735 -1.0874268 -1.0874268 0.4976379 8.0419898 11.4160358 7.7392554 5.0001713 8.4711277 5.6131456 12.1575167 -0.0872735 NA 1.4976890 1.7200595 8.0522583 1.2346239 14.2500821 9.2142030 11.9324713 11.8145166 8.0054640 0.4976379 11.1972418 1.9126882 10.6003450 1.9126882 -1.0874268 NA 10.5654712 3.7257193 11.7400496 13.5966774 11.5072648 9.1215630 4.9571020 NA 10.4682547 NA 3.3721442 11.1157490 4.3389734 11.0560901 -0.0872735 9.1546900 5.4672958 6.7644563 0.9127265 1.4976890 6.4440889 -1.0874268 NA 9.3210367 5.3389734 NA NA 9.6717629 NA 3.6675970 -0.0872735 2.4976635 1.9126882 2.2346239 9.1630053 0.4976379 7.8195973 3.4976635 1.4751e+00 5.3596e-03 8.8377e-03 2.5620e+00 -2.2630e-01 9.1271e-01 3.0675e-01 -2.1945e-02 -2.1945e-02 4.6530e-01 4.6530e-01 2.4212e-01 2.4212e-01 -3.6379e-01 3.1925e-01 -2.4578e-02 -2.4578e-02 -2.4423e-02 -7.8711e-06 -7.8711e-06 -3.5788e-01 5.8159e-01 6.7931e-01 -5.3149e-03 5.6127e-01 5.6127e-01 3.2135e-01 1.0031e+00 1.4067e-01 5.1759e-02 -3.7849e-01 2.8068e-01 5.3596e-03 8.8377e-03 8.8377e-03 -3.7719e-01 -3.7227e-01 -3.7227e-01 1.2006e+00 -2.2630e-01 -7.0840e-01 -1.7201e-01 -1.8451e-01 -3.5913e-01 -3.5913e-01 -2.3520e-02 -1.6773e-02 4.6530e-01 3.1893e-01 2.4212e-01 -3.5833e-01 -1.0891e+00 -3.6379e-01 -3.6379e-01 -3.7951e-02 -3.7951e-02 -4.8025e-02 -3.7001e-01 3.1925e-01 2.9702e-01 -4.5281e-02 -2.1152e-02 -4.6563e-02 1.1067e-02 -3.5788e-01 -3.5788e-01 8.2808e-03 8.2808e-03 -3.9223e-01 5.8159e-01 5.8159e-01 -2.2504e-02 -6.1876e-02 -8.1790e-02 -3.6424e-01 -3.5981e-01 1.4082e-01 5.3181e-02 5.3181e-02 5.3181e-02 -1.2929e+00 0.000 0.000 -0.074 0.296 0.000 0.000 0.000 0.000 -0.358 0.000 0.000 -0.392 0.582 0.000 0.000 0.000 0.406 0.281 0.113 0.321 1.003 -0.360 0.141 0.000 0.000 -0.372 0.629 -0.183 -0.183 0.554 -0.359 0.000 0.000 0.465 0.465 0.242 0.242 -0.364 -0.364 0.000 0.000 0.000 0.000 -0.074 0.296 0.000 0.000 0.000 0.000 -0.358 0.000 0.000 -0.392 0.582 0.000 0.000 0.000 0.406 0.281 0.113 0.321 1.003 -0.360 0.141 0.000 0.000 -0.372 0.629 -0.183 -0.183 0.554 -0.359 0.000 0.000 0.465 0.465 0.242 0.242 -0.364 -0.364 0.000 0.000 7.2614349 7.9127067 1.2346239 5.3556506 7.2746502 10.0963422 10.6157453 9.3381536 9.5565631 3.0001623 6.9734023 -0.0872735 0.4976379 12.2885609 -1.0874268 10.7475729 8.3700880 8.8135737 11.4155785 14.3083414 4.3050220 11.2614350 11.6981594 -1.0874268 7.3007241 NA 5.8195967 9.6346604 9.6883089 NA 0.4976379 15.0693233 7.4205018 11.0159947 5.0826302 10.7554501 9.0225376 10.208476 11.558140 11.241382 -1.087427 8.283394 7.647417 11.319443 10.064358 7.895701 10.998179 7.141526 12.403674 10.307170 10.614880 13.832548 11.285300 7.146326 10.521886 9.266956 13.701017 10.934034 4.531238 13.596677 11.497200 9.800689 10.850816 7.198109 14.107954 11.904052 3.082634 10.417526 11.3189119 11.0615012 -0.0872735 9.4323431 11.0394114 10.6070648 14.9597871 8.7830716 8.7440615 7.9322974 9.3659775 9.4528349 14.6116557 2.6131544 7.1415258 10.9734028 6.5274160 5.7071217 9.9120023 13.3632094 NA 8.0081042 11.0735238 8.8419653 9.3060972 9.2142030 8.8698088 7.3050248 5.7455977 6.0212310 8.5126196 -1.0874268 5.8195967 8.8784912 1.2346239 9.4343073 2.9127073 11.7400496 13.1801520 11.4687339 10.2686085 11.0624540 4.9571020 5.5709183 8.8165888 11.0713166 10.5833632 4.1981091 11.1157490 11.3384473 5.9127073 7.0826323 11.0560901 12.1996977 10.1600411 8.8784912 0.4976379 9.0133693 9.4826573 10.2480973 6.6338061 10.6550163 TCGA-66-2744 71 0 NA 30 lung stage iib t2 n1 m0 male 2006 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 63 1956 r0 NA NA 3 3 2 NA NA NA 3 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 4 7.525501e-06 2.150143e-06 9.64285714285714 27.8571428571429 40 4.64285714285714 17.8571428571429 NA 10.5816183 NA 0.4652954 7.8198910 NA 2.2022296 5.2553497 3.9247080 9.6812117 2.4652693 0.8803329 7.4387328 7.2683287 4.0502405 -1.1196671 0.4652954 -0.1196671 2.4652693 -0.1196671 8.5545041 10.8198910 10.1073260 3.7382923 8.7720955 4.9463987 8.3900868 -1.1196671 -1.1196671 NA 3.2022453 8.0627062 -1.1196671 15.3888640 9.3159821 11.6476687 11.4899523 4.0897693 1.8802937 10.5119436 5.2897017 10.1509167 5.8803108 -1.1196671 7.6550992 10.6880692 4.9279818 10.7579794 11.2819913 9.6852495 11.4689093 3.7382923 -1.1196671 9.5223636 NA 4.2726279 10.7210898 6.6285053 10.9219710 NA 8.3044782 6.5737986 5.5807515 -1.1196671 1.2022610 7.3920641 -0.1196671 NA 9.6795934 4.9463987 NA -0.1196671 11.4769675 -0.6549443 5.8803108 7.2698355 3.6876654 6.3641276 1.2022610 10.0031398 1.6876878 6.7444975 3.8479368 -0.0203680 -0.0272170 0.0035138 0.3936800 1.1552000 1.8880000 2.2446000 0.5024300 1.1312000 0.3577900 1.7880000 0.0822340 3.6569000 0.1970000 3.6569000 0.4460100 0.4460100 -0.0114290 0.2361700 0.2361700 -0.0174840 -0.0347230 0.0238920 -0.3699300 -0.0236580 -0.0582840 0.0097728 0.7325200 1.1332000 0.0267000 -0.0203680 -0.0203680 -0.0472160 0.3305200 0.0035138 0.0357110 -0.0174840 -0.0174840 -0.0017565 -0.0310420 -0.0025873 -0.0025873 -0.0025873 0.0000000 -0.0162290 0.3850700 0.0167500 -0.0270800 -0.0382250 -0.8017500 -0.4134100 -0.0017631 -0.0138820 0.1970000 -0.0192990 -0.0192990 -0.0203680 -0.0430150 -0.0140460 -0.0140460 -0.0174840 1.7985000 0.3150300 0.6277600 -0.0174840 -0.0174840 0.0975900 0.0703340 -0.0347230 -0.0347230 -0.0545120 -0.4137400 -0.0631230 -0.0582840 -0.1752400 -0.0799650 -0.0503270 0.0700020 0.0361440 0.0361440 0.0267000 0.000 0.000 0.337 0.000 0.446 0.000 0.000 0.236 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.000 0.000 0.000 0.327 0.000 0.000 1.023 1.023 0.000 0.000 0.262 0.000 0.019 0.344 0.197 0.345 0.000 0.000 0.000 0.000 0.337 0.000 0.446 0.000 0.000 0.236 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.000 0.000 0.000 0.327 0.000 0.000 1.023 1.023 0.000 0.000 0.262 0.000 0.019 0.344 0.197 0.345 0.000 0.000 8.0848828 8.2531767 0.8803329 -0.1196671 7.5456480 8.7429490 10.4713666 8.7216874 10.2949971 0.4652954 7.2022394 -0.1196671 3.2726354 12.2391004 1.4652954 10.8845323 7.0401834 8.5241679 11.0570023 13.2611111 6.3149394 11.2971094 10.6347818 NA 9.6972955 -1.1196671 3.4038676 9.1139315 9.7834329 -0.9691696 1.4652954 12.7084483 8.4272064 10.4151011 5.9137344 11.0549254 9.6706603 10.9082178 11.8803118 10.1447545 0.4652954 7.8228264 7.8689966 11.5759751 9.1564363 7.2683287 12.0052409 5.6876654 11.1175188 7.5668121 9.9335589 13.1497308 11.3756672 9.7398466 10.7135973 10.2433515 13.3557919 10.8017809 4.2546545 11.2819913 10.7008897 10.6848463 11.3608496 6.3315225 13.9322986 8.3438364 2.3397360 9.7660082 11.6022654 11.1012947 1.4652954 9.2886416 10.5816183 11.0442759 13.8788132 8.6682145 9.3673178 8.3801576 10.3756672 11.5178424 16.3366662 9.6812117 5.6876654 10.8946811 7.9809741 6.5385226 10.7336213 12.7426586 -0.1196671 10.0682824 10.7785353 10.4267240 10.4615124 9.3159821 8.5241679 9.0325968 8.1470986 7.5420901 9.2928816 NA 2.3397360 8.7210896 0.4652954 10.0940236 5.2553497 10.7579794 13.9762033 11.3118094 10.7167567 11.1163260 3.7382923 2.2022296 6.9783444 11.1214012 11.2545362 6.6014113 10.7210898 11.2602316 7.4425546 6.6747276 10.9219710 12.2753103 10.8890906 9.9260715 -1.1196671 8.6534510 10.1505079 9.3222186 7.2022394 10.3034278 TCGA-66-2753 69 0 NA 31 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 162 1953 r0 NA NA 3 3 4 NA NA NA 4 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.80049506 NA 1.01692414 8.60816166 -1.56789578 4.62181159 3.92384326 -0.56810965 8.30081104 4.13242878 0.01692414 8.80594116 3.89141919 5.10441215 -0.56810965 -1.56789578 NA -0.56810965 0.43199729 7.95946531 10.85010470 8.22640449 2.01695979 8.51147318 4.80703028 11.45053649 NA NA 2.01695979 1.43199729 8.61314080 0.75394677 13.88667214 10.57823898 10.75757511 11.58901963 5.86661625 NA 10.36789029 0.01692414 9.88544960 3.60191041 0.01692414 NA 10.93773809 4.07584065 9.60753819 11.98048421 10.28334723 10.10883596 5.64144198 -1.56789578 9.69408343 NA 4.04670059 11.19561594 3.51945384 11.15543618 -1.56789578 8.00941716 5.70811273 6.72200691 2.01695979 NA 6.33887897 -1.56789578 -1.56789578 10.02257560 5.09020136 NA NA 9.35457293 0.44636211 3.82430962 0.43199729 1.43199729 -0.56810965 2.13241233 9.26329573 -1.56789578 6.18687687 1.01692414 0.03820600 0.01084200 0.00958830 0.52258000 -0.25636000 1.92060000 2.15340000 0.01586600 0.01586600 0.03214000 0.03214000 3.65690000 0.71716000 -0.55056000 0.07412100 0.02398700 0.02553100 -0.24387000 -0.17866000 -0.16980000 0.02567100 0.04117500 -0.20050000 -0.20050000 -0.82879000 -0.82879000 0.02300500 1.16150000 -0.55617000 0.54965000 0.03820600 0.03820600 0.00280030 0.00958830 -0.01917700 -0.00705760 -0.00705760 -0.00705760 -0.00705760 -0.28027000 -0.24606000 -0.54623000 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8.1427948 8.1167369 0.4319973 2.2393369 5.9711481 8.0150716 10.3981335 9.3214925 9.8613953 0.7539468 7.0686128 NA 1.6019342 12.8517513 -1.5678958 10.5764461 7.0018439 9.4494931 11.5039151 14.0508042 5.2264045 11.5657730 11.2231515 1.4319973 7.6438771 NA 3.5194538 9.7790563 10.1688048 1.0941685 0.7539468 14.8194506 8.3313456 9.9432471 5.9318343 10.4571281 9.3612470 10.11278756 12.24837230 10.43198862 NA 8.74487150 6.03931828 11.84283737 9.95358900 6.11146956 11.00303014 7.18687588 11.91844400 11.16479200 12.00563578 13.54735742 11.42368757 8.99423094 10.81892883 9.04485718 13.43273685 11.24256023 4.72532126 11.98048421 11.50378609 9.81515286 11.02000041 6.83712960 13.71483846 10.28802501 0.01692414 12.62951245 12.0127182 10.6435728 -0.5681097 8.8728577 11.8004951 11.0870720 14.8838743 9.3069699 9.6729588 9.4078364 10.6399180 9.6012872 14.6679841 8.3008110 7.1868759 10.7460053 7.8178509 5.8328672 10.3482413 12.2718813 NA 8.1717693 11.4449622 10.6174835 9.1852052 10.5782390 8.4035323 6.9827358 6.9397837 5.1868769 8.5968956 NA 0.4319973 7.6118975 -0.5681097 8.8508954 2.3388808 9.6075382 13.1262376 12.4106990 10.0758448 11.7543393 5.6414420 -1.5678958 3.8582496 11.2359179 10.7961233 5.9077223 11.1956159 12.3430060 6.6799164 5.5300208 11.1554362 13.0131303 10.9548153 8.8655740 NA 9.0485376 8.3527881 10.2707986 6.5352769 10.8754502 TCGA-66-2754 66 0 NA 61 lung stage iiia t2 n2 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1967 r0 NA NA 4 3 4 NA NA NA 3 3 1 3 NA NA 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 5 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 5 8.878011e-06 2.739699e-06 9.97067448680352 21.7008797653959 34.6041055718475 10.8504398826979 22.8739002932551 7.7135900 11.6043608 5.1472416 -1.1382828 6.7322054 3.0317657 0.4467856 3.9062364 2.3212643 2.3212643 5.2193931 1.4467856 6.3212733 9.8261817 10.4737878 3.2541556 2.6691855 2.5622791 2.9493108 NA 7.0954603 10.7732329 10.5948561 7.7566584 9.1472431 1.1837723 4.7444841 4.3854034 NA 12.8773430 2.3212643 3.9062364 11.2571072 13.1056820 10.0330177 10.5360331 9.4580307 6.5622806 8.6627406 11.8290671 3.7687348 9.6785765 1.6692082 NA 9.6780245 11.0431671 3.6743364 10.4510239 10.8723095 7.2412195 9.6286265 6.1564613 NA 7.9279302 NA 2.3212643 9.8058208 2.5622791 7.7717337 4.1097701 7.9729763 4.8160364 5.8391206 -1.1382828 2.1837723 8.5483414 NA NA 9.4682461 3.6167341 -1.1382828 NA 7.5056972 6.9038831 2.9493108 3.6140502 6.5121747 2.4468120 -1.1382828 7.9198329 10.3571962 7.0267481 1.4467856 -0.0223320 0.0144450 0.1131600 0.1343500 -0.4734400 0.5287100 0.5709500 0.2280800 0.2782100 0.5056800 -0.4722400 0.0148880 -0.4654700 0.0599370 0.0679480 -0.0055375 0.6224200 -0.5198100 -0.5072200 -0.5270300 0.5861400 0.6157100 0.0576530 0.0930400 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7.747537 10.033018 6.353694 4.562279 4.792579 4.505694 9.626713 4.744484 0.861876 5.446802 -1.138283 8.404872 2.321264 10.451024 14.195171 10.491653 10.809478 11.375322 6.156461 NA NA 10.419783 9.815310 3.031766 9.805821 12.165479 4.534267 0.861876 7.771734 13.092312 11.839836 8.448680 NA 6.408736 8.481236 8.886981 8.292294 10.155312 TCGA-66-2755 63 0 NA 28 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1970 r0 NA NA 3 3 3 NA NA NA 3 3 1 2 NA NA 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 5.860874e-06 1.942065e-06 11.0132158590308 16.2995594713656 33.920704845815 8.81057268722467 29.9559471365639 NA 11.09669407 NA 9.83309707 7.58037918 8.60035190 NA 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9.10882943 16.37913074 4.77570377 5.94354396 10.61384286 10.61580663 6.22316187 8.99373945 12.96405109 NA 10.03981052 11.16824357 9.03247861 8.74253614 10.23257754 6.85321223 9.27046774 7.43965389 6.87523821 8.92042759 -0.49106434 3.93517684 8.22659282 NA 8.70490377 8.41730908 10.70889558 13.21649138 11.03859112 10.48941318 11.50574309 6.23001659 2.96834885 NA 11.61744102 10.04273297 2.67883813 11.15006515 11.16041678 5.03247999 5.99273218 10.50503691 12.27482417 10.57399608 10.52433161 0.09383057 11.40032055 11.09682062 9.54302776 8.42926947 9.96937242 TCGA-66-2756 68 0 NA 30 lung stage iiib t4 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA 1962 r0 NA NA 4 3 6 NA NA NA 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 5 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 4 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7.8564548 10.8833880 10.9932439 13.5696156 9.3161059 8.7891665 8.4693386 11.0368135 10.0218077 13.5503267 9.0590337 8.3593810 10.8418817 7.6544585 4.5417564 8.4834905 11.1234608 NA 7.1146481 11.5652352 8.7170166 8.2805258 9.6185736 6.6955638 6.7947382 5.5656033 4.2198268 9.1554861 4.3353046 -1.3651280 6.8732718 2.8047970 8.4881772 4.3627855 10.9454802 12.5626454 10.9722106 9.9185346 11.4815331 1.8047970 NA 0.9568001 10.1055263 7.7820724 6.7846139 9.3972494 11.7969440 5.4030529 4.3072901 8.7023019 11.9270452 11.2158325 8.2930789 -0.3651280 8.4030517 8.4140120 9.3318348 7.9747174 11.0185717 TCGA-66-2757 65 1 1338 NA lung stage ia t1 n0 m0 female 2007 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 72 1959 r0 NA NA 4 3 5 NA NA NA 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 5 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 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0.000 0.000 0.000 0.107 0.107 -0.334 -0.334 -0.376 -0.376 0.499 0.000 -0.303 -0.331 0.000 -0.373 -0.373 0.000 0.378 1.452 0.610 0.000 0.280 -0.202 0.122 0.128 0.128 -0.331 0.426 0.238 0.000 -0.319 0.129 -0.295 -0.295 1.198 1.198 -0.306 -0.306 0.000 0.603 0.000 0.000 0.000 0.000 0.107 0.107 9.1135890 6.8921421 1.5389851 3.6682780 6.4338124 9.1701724 9.6527376 8.5786410 9.4224025 2.4458856 7.6605286 NA 1.5389851 12.1445907 0.5390347 11.1833497 8.7013869 9.2796194 10.9694453 14.1723028 6.4931910 10.2043314 10.4712101 -1.2344653 9.0368473 NA 5.8965480 8.7952039 9.3293438 4.5783531 -1.4611639 14.0288747 7.6158113 9.8704721 3.2938854 10.3001310 8.5874824 9.6131369 11.3838973 10.1619624 0.8609231 9.1088511 6.4031808 11.8868935 9.4586037 8.1164240 10.3840933 6.7821700 8.6644089 8.5262594 11.6841315 13.6254634 9.8518783 9.1637908 10.4128240 9.4571132 12.9949005 11.2806731 5.8270772 12.6377907 10.6181468 9.8721508 9.6117980 6.8151194 15.0828512 13.3784945 4.7678137 10.5453215 10.9412081 11.5027946 0.1239310 8.4109007 10.4752653 10.0132083 13.5999851 9.4277386 9.1276632 8.8197662 10.3706985 10.0106706 15.6142865 3.6682780 6.7821700 10.3934742 5.2804627 5.2938818 10.2114207 9.8866168 -1.4611639 8.0268355 11.2489408 8.1882516 8.2922121 10.8215047 7.5219890 7.7312885 8.3382769 5.6887427 9.6151430 5.1239558 4.7089211 7.1426217 -1.4611639 8.7702166 2.5389851 10.7788922 13.9942584 11.0215513 10.6370275 11.0694017 4.1239558 0.5390347 NA 10.2707387 9.5888439 5.4815088 9.9953498 10.9406749 10.5796275 6.3844850 10.0993282 12.3583762 10.9891756 9.2855097 -0.4609653 7.2703140 10.0352699 9.8479031 8.5474240 10.8631759 TCGA-66-2759 66 0 NA 762 lung stage iiia t2 n2 m0 male 2007 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 16 1959 r0 NA NA 1 2 4 NA NA NA 1 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 1 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 4 1.290086e-05 3.953489e-06 15.0406504065041 31.5040650406504 27.6422764227642 5.48780487804878 20.3252032520325 -1.4410467 11.3869859 -1.4410467 NA 8.3420462 NA -0.4410467 3.6465083 -1.4410467 2.4659484 5.4045387 -0.4410467 10.1603544 8.3792267 8.5348958 1.3664201 1.7289653 -1.4410467 -0.4410467 -1.4410467 7.8651097 10.5088745 8.2314732 1.3664201 9.1260532 4.0509021 10.9604607 NA -1.4410467 NA -0.4410467 7.3567090 -1.4410467 13.4827931 9.8656791 10.8069753 12.4076707 5.6570797 NA 11.1601221 5.0019913 9.6783456 0.5590512 NA -1.4410467 10.3966954 3.7704485 10.8111219 14.0824459 11.2920631 9.5314821 4.7087942 -0.4410467 10.0884783 NA 3.4170288 10.3110102 5.6358646 9.7944638 -1.4410467 7.1212900 6.9077764 3.7289762 -1.4410467 -1.4410467 6.2172598 -1.4410467 NA 10.0544031 5.6251360 4.5590451 0.1440464 11.2314732 NA 5.0826089 0.8809597 0.5590512 2.2594834 NA 9.0357941 -0.4410467 8.1421305 2.3663922 0.20488000 0.00346870 2.44940000 1.97730000 -0.03691700 0.73701000 0.73701000 -0.01257600 1.54800000 0.05423300 0.05423300 3.65690000 -0.00843990 0.41128000 0.52678000 -0.00013862 -0.00013862 -0.74950000 -0.36703000 0.00819590 0.01084200 0.02342600 0.60864000 0.60864000 0.38634000 1.38630000 0.25590000 0.25590000 -0.34458000 0.05637000 0.02777800 0.20488000 0.73265000 0.19162000 0.25590000 -0.00788630 -0.39575000 -0.39575000 1.64570000 -0.39230000 -0.02603000 -0.02603000 -0.02603000 -0.29792000 -0.29792000 -0.00747200 -0.38571000 0.05423300 0.05423300 -0.73670000 -0.31926000 -1.15270000 0.41128000 0.41128000 -0.80019000 0.36707000 -0.37098000 -0.35849000 0.52678000 -0.76364000 0.10074000 -0.74299000 -0.75366000 0.00000000 0.02127900 0.01084200 0.04046800 -0.34893000 -0.37110000 0.02342600 0.02834100 -0.00664320 -0.38683000 0.73454000 -0.41563000 -0.35954000 -0.34458000 -0.01972600 -0.01972600 -0.01972600 -0.01972600 -0.362 -0.362 -0.358 0.168 0.000 0.000 -0.750 0.000 0.000 0.000 -0.349 -0.371 0.000 0.609 0.609 -0.376 -0.376 0.177 0.177 0.256 0.256 -0.360 -0.345 0.192 0.192 0.000 1.538 -0.335 0.000 0.439 -0.298 0.000 0.000 0.285 0.000 -0.728 0.000 -0.759 -0.348 0.000 0.000 -0.362 -0.362 -0.358 0.168 0.000 0.000 -0.750 0.000 0.000 0.000 -0.349 -0.371 0.000 0.609 0.609 -0.376 -0.376 0.177 0.177 0.256 0.256 -0.360 -0.345 0.192 0.192 0.000 1.538 -0.335 0.000 0.439 -0.298 0.000 0.000 0.285 0.000 -0.728 0.000 -0.759 -0.348 0.000 0.000 7.2490461 7.4808887 1.8809597 8.0205272 7.0747473 8.7902690 10.5590478 9.6836086 10.5172380 4.0509021 6.3792276 NA 1.5590512 12.2045937 0.5590512 11.7362960 6.2594872 9.0519025 10.9390840 14.3513806 4.5814175 10.8401085 11.1696113 1.7289653 10.1510376 NA 10.9970599 9.9588598 9.9171439 NA 2.2594834 15.9271791 7.4170288 9.1929511 4.1737591 10.6338583 8.9033438 9.323919 11.893181 10.148699 NA 8.171916 9.532745 11.419941 9.250791 7.581415 9.575856 5.698599 12.057893 8.816436 12.600194 13.203805 11.592471 8.113636 10.277581 8.283562 12.616193 10.751032 5.078840 14.082446 11.230589 9.749490 12.089454 6.912195 13.178878 10.769719 2.018492 12.469128 10.2354457 11.5338209 0.1440464 9.2020021 11.3869859 10.1020796 14.6611658 9.1617466 9.5370790 9.4508314 9.9302799 9.6857522 15.0998721 2.4659484 5.6985991 11.2494824 8.7733671 4.5814175 9.3013572 13.5782476 -1.4410467 7.8605439 10.9124703 9.4978923 8.8305108 9.8656791 8.7439232 7.5219435 7.0468883 6.7782165 9.6682255 NA NA 7.2100995 -1.4410467 7.9556528 3.1440137 10.8111219 13.2017200 12.0426117 10.4986271 11.0390806 4.7087942 4.5132444 5.4416893 10.5427540 10.8069753 5.9077752 10.3110102 11.7253678 4.9684410 5.9253705 9.7944638 12.0965089 11.1393063 8.8328435 5.4538665 6.4232336 9.5353040 9.8484904 7.0509011 9.2638161 TCGA-66-2763 63 0 NA 30 lung stage ib t2 n0 m0 female 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1967 r0 NA NA 1 1 1 NA NA NA 1 1 1 2 NA NA 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1.182579e-05 3.155855e-06 12.3287671232877 23.5159817351598 32.1917808219178 5.47945205479452 26.4840182648402 NA 11.8940318 -1.8318715 NA 7.9525549 NA 0.7529198 4.5602381 -1.8318715 11.1277410 4.2553799 -1.8318715 9.3125783 1.8683707 2.9752817 0.4898512 -1.8318715 0.7529198 0.9752633 -0.8321283 7.3895074 11.9093872 8.6717459 3.6273500 8.2150442 4.1902909 12.8519565 -0.2470802 -1.8318715 -0.2470802 0.4898512 9.2191291 -0.8321283 13.5182668 8.5847175 9.1250221 11.5060994 4.9752771 1.1679359 11.4512979 0.1678717 10.1299594 1.4898512 -1.8318715 NA 10.6669513 4.1697246 10.1558947 12.2132472 9.2286160 9.4776466 4.6273500 -0.2470802 9.4194026 -1.8318715 3.1221094 10.6281201 3.6273500 9.4399667 -1.8318715 8.4921007 4.5773140 4.3967418 1.1679359 NA 5.4440442 1.1679359 -0.8321283 8.9574538 5.4808015 NA -0.2470802 11.4564979 1.1876411 3.4533200 0.4898512 0.1678717 -1.8318715 3.5602381 8.7244262 NA 7.4300151 1.3378252 0.32882000 0.33820000 -0.47311000 0.84317000 3.65690000 0.75681000 0.01307400 0.00000000 0.00000000 0.27143000 0.14073000 3.01970000 1.09380000 0.36969000 0.49407000 -0.64987000 -0.10631000 0.27033000 0.54841000 1.26910000 -0.03789800 0.11330000 0.63554000 -0.49016000 0.15009000 0.28469000 0.17196000 0.17196000 -0.01587900 -0.32635000 0.00235810 -0.49757000 0.33820000 -0.50081000 -0.47311000 -0.50650000 0.69652000 0.69652000 0.69652000 0.11202000 -0.45907000 -0.61004000 -0.55987000 -0.42342000 -0.42342000 0.01301900 -0.49005000 0.27143000 0.14073000 -0.76819000 0.36969000 0.36969000 0.36969000 -0.48817000 0.13984000 0.13984000 -0.49193000 -0.51948000 0.49407000 0.49407000 -0.47739000 0.24295000 -1.16960000 0.52836000 -0.05563400 -0.05563400 -0.29473000 -0.52072000 -0.52000000 -0.52000000 0.11330000 -0.48575000 0.05480300 0.28469000 -0.50919000 -0.52583000 -0.09022900 -0.36363000 -0.33306000 -0.00069303 -1.27500000 0.140 0.000 0.000 0.494 0.000 0.000 -0.444 0.548 0.000 -0.295 -0.509 -0.407 0.113 0.000 -0.401 0.000 0.135 0.329 0.329 0.172 0.172 0.000 0.466 -0.135 -0.473 -0.486 0.211 0.112 -0.347 0.000 -0.423 0.000 -0.469 0.271 0.141 0.219 0.974 -0.118 -0.488 0.000 0.000 0.140 0.000 0.000 0.494 0.000 0.000 -0.444 0.548 0.000 -0.295 -0.509 -0.407 0.113 0.000 -0.401 0.000 0.135 0.329 0.329 0.172 0.172 0.000 0.466 -0.135 -0.473 -0.486 0.211 0.112 -0.347 0.000 -0.423 0.000 -0.469 0.271 0.141 0.219 0.974 -0.118 -0.488 0.000 0.000 6.9944688 7.6067117 0.7529198 8.1930596 7.2150437 6.9558231 10.8013695 8.9191294 9.9186271 2.3378538 7.1480596 -1.8318715 2.9752817 12.0366463 -1.8318715 10.1268353 5.9688211 9.1155572 10.9504126 13.7128846 4.6597705 10.9896941 11.0322998 2.4158398 10.7436957 NA 9.5655947 8.7148146 10.2140006 3.6055417 2.5602258 14.6283280 7.3626768 8.6507279 4.6597705 11.5471631 9.1601505 9.199277 12.941626 10.805677 -1.831871 9.805903 10.137307 11.321314 9.451587 8.453322 9.418811 7.778945 11.070857 11.883024 10.891581 13.353880 10.213680 6.699302 9.819420 6.534242 12.560439 10.886453 5.066128 12.213247 11.269568 10.352486 10.924685 7.195826 14.375607 11.288806 2.255380 11.995759 10.8851682 10.4125813 -0.2470802 9.1437681 11.8940318 10.2600166 14.0104907 9.0808095 9.0922278 9.0165431 9.4999567 10.5088829 14.8030289 11.1277410 7.7789451 11.1942707 7.1192047 5.1679199 9.7061090 8.4694163 NA 7.7109517 11.1573147 8.6597733 8.9336207 8.5847175 9.0475035 7.9009356 5.5941842 6.5602381 10.3409726 -1.8318715 -0.2470802 8.3087499 0.4898512 9.3712681 3.0258970 10.1558947 13.0233240 11.1129982 10.7380130 10.7620115 4.6273500 0.9752633 NA 10.2058102 12.3351815 5.8544196 10.6281201 10.7053812 5.0627391 6.0196686 9.4399667 12.3532602 10.4279576 8.6816478 4.4347083 9.2353544 9.7032636 9.5687996 7.8171762 10.9089658 TCGA-66-2765 64 0 NA 61 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 108 1953 r0 NA NA 1 1 4 NA NA NA 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 5 3.051816e-06 7.629541e-07 12.6126126126126 18.018018018018 36.036036036036 13.5135135135135 19.8198198198198 NA 10.7846363 NA -1.4847922 6.2566842 NA 0.1001703 3.3225772 0.1001703 9.6026803 5.2965785 -1.4847922 8.6250480 10.2549980 4.5375881 -1.4847922 -1.4847922 NA NA 0.8371359 7.7464384 10.6454662 7.8006197 1.3225627 7.7025696 2.6851328 8.3322008 NA NA NA 1.3225627 8.4562649 NA 16.4534755 11.2511964 10.9741366 12.3507744 5.7913426 NA 11.2652962 0.1001703 9.9342822 2.3225627 NA NA 9.7345250 3.7665528 9.8098381 12.3304325 10.4043411 9.4157975 1.9746394 NA 9.0514646 -1.4847922 2.6026707 11.0007952 4.2965749 10.9190283 -0.4847922 7.9435774 5.9414820 3.4694172 2.2156475 0.8371359 7.3225727 -0.4847922 NA 8.8869939 3.9075349 NA -1.4847922 8.9540093 NA 3.9075349 -1.4847922 2.6851328 0.8371359 NA 8.7283216 -0.4847922 6.2767684 1.8371359 -0.00027724 0.00000000 0.00610900 0.49580000 -0.46674000 0.01726400 0.01726400 0.48337000 0.48337000 0.01112100 0.01112100 0.00708260 0.00708260 3.65690000 0.47169000 0.00541390 0.00541390 -0.01965000 0.26153000 0.05622200 0.91561000 -0.04928900 0.01209700 -0.00115350 -0.07107100 -0.07107100 -0.01450300 -0.01450300 -0.05536400 -0.02958400 -0.00027724 -0.00027724 0.00000000 0.00610900 0.00610900 -0.49746000 -0.47986000 -0.47986000 0.49580000 -0.46674000 -0.46674000 -0.46674000 -0.46674000 -0.00178000 -0.48208000 0.48337000 0.49753000 0.01112100 0.01112100 0.00708260 -0.47728000 -0.47728000 -0.45286000 0.01098200 -0.00443120 -0.00443120 -0.00443120 0.47564000 0.47169000 -0.48995000 0.00541390 1.31700000 0.03129500 0.26153000 -0.02903800 -0.02903800 -0.03178700 -0.01119800 -0.06155500 -0.06155500 -0.04928900 -0.47818000 -0.07107100 -0.07107100 -0.49371000 -0.49371000 -0.05536400 -0.02958400 -0.02958400 -0.02958400 -0.02958400 0.000 0.000 0.475 0.000 0.000 0.000 0.000 0.262 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.000 0.000 0.000 0.000 0.000 -0.494 0.000 0.000 0.000 -0.497 0.496 -0.467 -0.467 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.475 0.000 0.000 0.000 0.000 0.262 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.000 0.000 0.000 0.000 0.000 -0.494 0.000 0.000 0.000 -0.497 0.496 -0.467 -0.467 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 6.6496442 8.2277444 2.1001703 3.6445024 9.2078328 9.1058046 10.3385846 9.5417407 10.8959490 0.5152078 5.6132487 0.1001703 0.8371359 13.0307324 0.5152078 11.1938175 7.4251101 8.9612668 10.5197820 13.4541078 5.9498454 10.8289508 10.5650659 NA 9.6976117 NA 2.4220984 9.6099549 10.1827725 NA 1.1001703 15.2155623 8.6496438 9.5095708 4.9075349 9.4340807 9.1653716 9.110475 12.247385 10.103932 -1.484792 8.371643 7.537585 11.465226 8.563704 6.700093 10.882086 7.129927 10.981801 7.191175 10.543814 13.515658 12.179776 7.896760 10.073638 7.030918 13.166886 10.428107 3.989975 12.330433 10.959715 9.565066 10.093590 6.709974 14.824085 9.462124 4.270103 9.434081 10.3552085 10.7551142 0.5152078 7.9267283 10.7846363 11.2592102 15.0329784 8.9664284 9.3254838 8.8098382 11.0980650 10.2130538 15.8035518 9.6026803 7.1299269 10.5236460 7.4924974 5.5704994 9.3393806 11.9226179 NA 8.1716422 10.7515306 10.0363271 10.1995277 11.2511964 7.8945959 7.7124341 6.8639459 4.6649663 8.7702460 NA NA 8.7878471 -0.4847922 8.1518421 5.7726062 9.8098381 13.9592616 11.5238211 10.3265921 11.8275331 1.9746394 -1.4847922 -0.4847922 11.2437757 10.7878472 4.4924942 11.0007952 10.9741366 5.3607084 6.0309165 10.9190283 12.7420811 11.0254870 9.1902924 NA 7.4221077 9.6795524 9.1572691 7.1590731 10.4766670 TCGA-66-2766 54 0 NA 31 lung stage iiia t2 n2 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1967 r0 NA NA 2 2 6 NA 3 4 2 2 1 2 NA NA 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 4 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 4 1.088944e-05 3.780091e-06 9.83606557377049 33.9578454332553 28.5714285714286 5.85480093676815 21.7798594847775 -1.3356992 10.0344306 -0.3356992 -1.3356992 8.3009126 NA 2.8342056 2.9862107 -1.3356992 11.7452721 3.7517529 -1.3356992 8.3647278 2.2492633 3.6642894 -1.3356992 1.4716557 -1.3356992 1.6643008 -1.3356992 7.6755153 9.9646406 7.1237200 4.5469315 8.3437680 2.8342056 10.4019580 -0.3356992 NA NA 7.6866560 6.5469315 0.2492633 15.2966008 10.2436040 10.8940082 11.2296282 5.2789995 NA 12.7293676 -1.3356992 9.7756781 0.9862289 -1.3356992 NA 9.8721810 2.2492633 10.8879881 12.2955220 9.3507887 10.3247030 5.0218395 NA 10.3424481 1.6643008 0.9862289 10.2298662 3.6642894 8.4241764 NA 7.5681697 8.3956070 5.0041373 NA 0.2492633 5.0041373 NA NA 8.9438988 5.5950262 NA -1.3356992 10.9290239 NA 3.5222692 -0.3356992 NA NA -0.3356992 8.2679145 NA 8.2716185 0.2492633 0.022304 1.376900 0.324310 2.099400 0.044803 0.875470 1.567700 0.485090 0.485090 -0.803100 0.560280 -0.445660 0.516290 -0.458440 0.028481 0.032563 0.498740 0.945470 -0.499230 -0.072808 0.100450 0.063366 -0.462170 -0.969670 1.737300 1.737300 -0.440370 0.940990 0.343230 0.329790 -0.483760 -0.410470 -0.477230 -0.439180 -0.605930 0.691670 -1.012500 -1.012500 0.536780 -0.491310 0.093911 -0.450180 -0.469930 -0.540680 -0.222810 0.025574 0.000000 0.560280 0.559920 -0.482710 -0.019040 -0.453290 -0.458440 -0.458440 -0.497880 -0.446630 0.039761 -0.519480 -0.456080 0.026373 -0.468340 -0.459180 0.017626 -0.511770 -0.447390 -0.426580 -0.109850 0.057511 -0.493500 0.015308 -0.036118 -0.483130 -0.480600 -0.527670 -0.980970 -0.439620 0.024689 0.155770 0.132880 0.132880 -0.662810 0.000 0.000 0.538 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 -0.494 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 -0.440 -0.440 -0.440 -0.337 0.000 0.000 0.461 0.461 0.000 0.000 0.623 -0.252 0.459 0.000 0.123 0.560 -0.446 -0.446 -0.453 0.000 0.133 0.133 0.000 0.000 0.538 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 -0.494 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 -0.440 -0.440 -0.440 -0.337 0.000 0.000 0.461 0.461 0.000 0.000 0.623 -0.252 0.459 0.000 0.123 0.560 -0.446 -0.446 -0.453 0.000 0.133 0.133 8.4091219 7.5801673 0.6643008 2.7517422 6.1561417 9.1651298 9.8216350 8.6343940 10.1098203 3.0566009 7.9884688 NA -1.3356992 12.2102179 0.2492633 10.2614095 8.8834565 9.3135443 11.0621873 13.5986701 5.8342131 10.2005353 10.8988062 NA 9.3358291 0.2492633 12.1987126 8.5484586 9.6873424 NA 1.2492633 15.7803411 8.8228977 9.4023803 4.0218439 10.6035000 8.1839241 9.392209 11.942447 9.778681 -1.335699 8.243604 7.354286 11.763471 8.232244 9.848544 8.642999 8.434126 9.747761 8.825420 13.585199 13.999155 10.562134 6.793571 10.245489 7.738429 11.896409 11.083722 4.907083 12.295522 9.956034 9.213110 10.317133 7.487655 14.761584 11.914883 3.949694 9.902096 10.1601431 11.5292480 0.6643008 8.7317226 10.0344306 9.9766038 13.5252276 8.4828705 8.7844742 9.3525383 11.0805578 10.8479235 14.4094372 11.7452721 8.4341261 10.2369883 4.0218439 4.3081424 7.8907002 11.2494854 -0.3356992 7.0905528 10.5015217 8.0587510 7.7961448 10.2436040 7.1720824 5.4057542 5.7195695 4.7303791 9.3242841 NA 4.3922075 7.3716469 NA 8.7858216 2.7517422 10.8879881 13.7690097 11.5628895 10.3699205 11.2438398 5.0218395 0.2492633 2.8342056 10.0614279 11.4515785 6.9862164 10.2298662 10.3256208 7.2972831 6.3922092 8.4241764 11.9315137 11.0923865 8.1359632 5.4971780 4.3081424 8.6899260 9.3171331 7.6009261 9.7570453 TCGA-66-2767 62 0 NA 61 lung stage iiib t2 n3 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 43 1964 r0 NA NA 3 2 5 NA 3 2 4 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 5 1.002244e-05 3.017137e-06 16.1879895561358 25.3263707571802 31.0704960835509 7.04960835509138 20.3655352480418 NA 10.8753662 NA 4.9382199 8.5261475 NA 3.9202933 4.8804406 4.2422290 5.1219313 6.5291072 NA 10.3858640 8.6276568 6.4687348 -0.4016348 0.9202933 NA -0.4016348 0.1833277 8.4359973 10.5179778 9.4407199 3.4563462 8.8163274 2.2988049 9.5239240 0.1833277 3.5983652 -1.4016348 1.7682902 8.0618939 1.1833277 15.5040735 10.5587335 10.2796079 10.8689569 5.9559219 NA 10.9340390 3.4563462 9.3654283 3.3532527 -1.4016348 7.8078231 10.5486119 6.3296887 10.5959018 12.3145106 11.0682657 10.5342160 4.2988123 NA 9.2804864 NA 3.8837674 10.5540194 7.1567900 10.4233283 0.9202933 9.0700447 7.8628121 6.8271877 0.9202933 0.1833277 6.2565805 -1.4016348 NA 9.1548756 6.0659751 NA -0.4016348 10.8610517 -0.8458057 6.3927862 3.8837674 3.6427593 0.9202933 0.9202933 9.8157214 1.4057201 7.7557161 4.8787695 0.093911 0.182680 -0.238870 0.989490 0.000000 -0.053071 -0.053071 0.015581 0.015581 0.438170 0.427730 0.202280 0.202280 0.070040 3.656900 1.196300 0.310600 -0.258540 -0.019974 -0.247150 2.109900 0.196640 0.467410 0.057939 -0.012989 1.865900 -0.022332 -0.022332 -0.036538 0.039054 -0.271290 -0.261550 0.231630 -0.238870 -0.244260 -0.261670 -0.246780 -0.246780 -0.262760 -0.507180 0.000000 0.035242 -0.010567 -0.053071 -0.053071 -0.080807 -0.046312 0.427730 0.308570 0.202280 0.080281 -0.761070 0.079591 0.070040 -0.096044 -0.096044 -0.096044 0.204730 -0.258420 -0.274160 0.317390 -0.278700 -0.258540 -0.019974 -0.256120 -0.256120 0.180860 -0.262270 -0.286670 0.196640 0.196640 0.047268 0.078727 0.079735 -0.015466 -0.210570 -0.036538 0.027076 0.017824 0.017824 0.017824 0.000 0.000 -0.258 -0.258 1.196 0.317 -0.259 0.000 0.303 0.181 -0.081 -0.090 0.197 0.409 0.000 0.000 0.000 -0.262 0.000 0.000 0.000 0.117 0.000 0.183 -0.056 -0.262 0.347 -0.462 0.000 0.000 0.000 0.000 0.000 0.428 0.428 0.202 0.202 0.000 0.000 0.000 0.000 0.000 0.000 -0.258 -0.258 1.196 0.317 -0.259 0.000 0.303 0.181 -0.081 -0.090 0.197 0.409 0.000 0.000 0.000 -0.262 0.000 0.000 0.000 0.117 0.000 0.183 -0.056 -0.262 0.347 -0.462 0.000 0.000 0.000 0.000 0.000 0.428 0.428 0.202 0.202 0.000 0.000 0.000 0.000 8.5842117 7.8004936 3.5052558 9.1355880 8.1219313 9.9231126 10.5127547 8.4779529 9.7295834 2.9906826 7.2313652 -1.4016348 2.7682902 12.1543965 1.5983652 10.9849407 8.8235771 8.6964015 10.8537552 13.5904227 6.3797284 10.8007995 11.0082908 0.1833277 9.8373712 NA 7.9799127 8.6751850 9.0056372 -0.3040062 1.4057201 14.7824506 8.0288222 9.8686649 4.3262929 11.8324385 9.4825400 9.989076 11.533350 10.088719 -1.401635 9.964145 9.115055 11.393598 8.794357 7.164423 9.731512 6.783244 10.937930 8.565596 10.816024 13.826662 11.256358 8.730227 11.260148 8.577080 13.059209 11.454795 4.948512 12.314511 11.234768 10.707874 10.023585 6.727652 14.292820 12.149477 2.298805 10.091725 10.4363916 12.9508958 2.2988049 9.0392388 10.8753662 10.2896769 13.5025323 9.0781497 8.3747370 8.3632412 10.4760371 10.5342712 16.9131475 5.1219313 6.7832445 11.1326724 9.5342712 5.8651567 10.4137528 9.7764118 -1.4016348 9.2707950 10.9597651 9.7998809 9.3797293 10.5587335 7.9515161 9.2760893 8.6221240 8.1061640 9.2690259 -0.4016348 0.9202933 7.8102580 1.4057201 8.8211646 7.8102580 10.5959018 12.9256415 10.7372812 10.2716786 11.4125514 4.2988123 5.5756482 NA 10.9600392 9.8895402 5.9992492 10.5540194 11.0436431 6.2130789 4.7481177 10.4233283 11.9329222 10.4791010 10.0912242 NA 9.7607609 10.9279949 9.3715088 7.2953373 10.1278001 TCGA-66-2768 57 0 NA 61 lung stage iib t2 n1 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 NA NA 1 1 4 NA 2 3 3 1 1 2 NA NA 0 4 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 7.525501e-06 2.184823e-06 13.9372822299652 40.0696864111498 19.5121951219512 6.62020905923345 19.8606271777003 -1.6538090 10.8348671 3.0464561 -1.6538090 8.1436842 -1.6538090 NA 2.9309833 -0.0689978 10.8810551 4.6679489 NA 6.6589055 5.4121108 2.5159395 -1.6538090 2.4334936 -1.6538090 -0.6540360 -0.6540360 7.6081180 10.5096725 8.5407798 3.7722869 8.3600433 5.1662013 11.9388302 3.1009104 3.4334803 NA 3.2039998 10.8924350 NA 16.0456410 10.1150342 10.6772197 12.5772440 4.0184472 -1.6538090 12.0999708 6.5891972 10.4476112 1.1533514 -1.6538090 10.5380073 10.0618346 4.8254804 10.0277005 11.5323863 10.3631792 10.0678312 2.2529000 NA 9.5530371 7.3711624 1.6679375 10.7326937 4.0184472 9.8323551 -0.0689978 9.0307714 5.6589055 -1.6538090 NA 1.1533514 6.1915133 -1.6538090 -0.0689978 9.5826350 5.5358477 2.6679602 NA 10.0722410 -0.0689978 3.9309833 3.9113177 4.4146903 6.0113592 -0.0689978 8.2826608 6.0395091 6.9934808 0.3460775 0.00000000 -0.00728060 0.01201200 1.14950000 0.00060809 1.01520000 0.55379000 0.00338340 0.00338340 0.00185650 0.00346040 0.01145400 0.01145400 -0.57146000 3.65690000 0.03910900 0.03826300 0.07575800 0.01508200 0.00213410 0.00150270 -0.04693700 0.02853600 0.60763000 -0.06742200 -0.04151400 -0.57930000 -0.00605850 -0.01788800 -0.12429000 0.00000000 0.00000000 -0.03879700 -0.67762000 -0.00672800 -0.58015000 -0.61965000 -0.61965000 0.02755200 0.00060809 0.00060809 -0.00835480 -0.00835480 -0.58273000 -0.58888000 0.00616270 -0.01747600 0.00346040 0.00755370 -0.64101000 -0.57146000 -0.57146000 -0.57146000 -0.00231180 0.00060809 0.00060809 0.00060809 -0.57838000 -0.55753000 -0.58575000 -0.01123800 -0.51523000 -0.51523000 0.01508200 -0.05733300 0.01354600 -0.02063400 -0.60464000 -0.62337000 -0.02035900 -0.04693700 -0.57512000 -0.65170000 -0.04151400 -0.00423950 -0.02065500 -0.01788800 -0.02939500 -0.05335200 -0.05335200 -0.06780800 0.000 0.000 0.000 -0.554 0.000 0.000 -0.515 0.000 0.000 1.571 1.571 -0.603 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.569 0.000 -0.103 -0.103 0.000 0.000 0.000 -0.554 0.000 0.000 -0.515 0.000 0.000 1.571 1.571 -0.603 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.569 0.000 -0.103 -0.103 6.3233034 7.2767600 0.3460775 7.0533818 8.7785647 8.5395481 10.4057052 9.7566225 11.8843330 3.0464561 7.3460226 NA 3.5159521 12.1132762 2.9898838 10.8459385 8.2663757 9.4019830 10.5935202 13.5907954 4.8378777 11.1503556 11.0851705 -1.6538090 11.5013154 -1.6538090 6.8013501 9.5688176 10.2317192 -1.3789445 -1.6538090 15.1090925 9.2619022 10.0815789 4.4957719 11.7260780 10.1493468 8.826813 11.946749 9.355851 -0.654036 8.453240 8.334708 12.158802 8.273801 8.314690 11.254791 6.690319 11.325082 6.837876 9.734040 14.075272 11.091697 8.666823 10.047329 8.436135 12.727160 10.457159 5.673980 11.532386 11.315229 9.997074 10.052519 6.896770 13.901197 9.009581 1.153351 10.141657 11.0272612 10.5524267 -0.0689978 7.9328626 10.8348671 10.6867075 13.8654115 9.3297291 9.3353607 8.8418779 9.4121121 9.9794722 15.0773816 10.8810551 6.6903193 10.6010514 7.9644085 4.8054524 7.1175122 12.0308810 NA 8.1709816 10.8639382 8.5627686 10.3400226 10.1150342 7.9916811 4.4121108 5.7210609 5.2286648 8.6406437 NA -0.0689978 7.4906808 0.3460775 8.0113587 7.2102086 10.0277005 13.7747755 12.0479790 10.3815093 10.1804939 2.2529000 4.4753054 7.4493104 10.3139696 8.1517665 5.7383409 10.7326937 10.8491032 6.2767609 6.9234511 9.8323551 12.0346010 11.3609150 9.2767602 0.3460775 7.8948444 10.5898126 9.5259318 6.5058941 10.6075302 TCGA-66-2769 75 1 215 NA lung stage iiib t4 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 33 1947 r1 NA NA 3 3 6 NA 2 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5218938 NA 3.5520204 7.2198752 NA 4.3257462 5.3918502 1.5978410 9.5722381 9.1075987 4.2416800 10.4693439 9.5137029 7.1977367 -0.4022066 0.9197596 NA -0.4022066 NA 8.6639128 10.5366680 8.6394829 2.8457510 8.4558048 4.4307135 9.0449069 -1.4020160 6.2271808 0.1828194 1.1827559 9.6167192 NA 14.3310730 9.5978235 11.2656004 11.5064038 5.8266425 NA 10.5133296 3.1213802 9.9186128 3.2416724 NA 8.2895671 9.8574374 5.7085404 10.3107804 11.7554547 10.0926792 10.3679051 3.4558072 -1.4020160 9.5099644 -1.4020160 3.9901380 10.7475707 5.3257426 10.9279002 1.5978410 8.2416796 6.4051789 5.7576954 2.1827876 -1.4020160 8.0490344 -0.4022066 NA 9.6639128 5.0072134 -1.4020160 NA 11.1898133 NA 5.6852870 7.4559913 2.1827876 5.0735589 -1.4020160 9.4235773 0.9197596 6.7475714 1.7629441 0.078817 0.225890 0.000000 0.726940 3.656900 0.969220 0.855580 0.113570 0.113570 0.084392 0.172540 2.490800 1.120200 -0.307320 -0.084950 -0.580110 -0.045388 -0.078568 -0.288110 -0.260970 0.229130 0.011794 0.135810 0.135810 0.088667 0.088667 0.456800 0.252900 0.275110 0.225890 0.078817 0.078817 -0.014528 0.000000 -0.304420 -0.311340 -0.311340 -0.311340 0.241220 -0.081096 -0.091195 -0.091195 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0.9197596 1.7677395 12.9670801 -0.4022066 9.6951973 7.3626952 8.2380684 10.5793552 13.1419428 5.8924445 11.4837105 10.8448610 2.9595847 9.2702488 0.1828194 7.2308188 9.1893460 9.4354436 -1.4020160 1.1827559 13.9122298 8.2271803 10.0608370 4.8457510 10.6561536 9.1995943 9.517432 11.197969 10.373845 NA 8.798722 6.802395 11.152652 9.275543 7.549108 11.075076 5.182788 10.859613 7.152413 11.648182 13.664754 10.566850 8.816992 9.203303 8.842188 13.326063 10.821524 5.789228 11.755455 11.019888 11.059047 9.916366 6.534462 14.240325 7.747571 7.880912 11.142547 10.9834164 11.8186553 -0.4022066 8.3626952 10.5218938 11.0358356 13.0651687 8.7206516 9.3864930 8.9619581 9.9553756 9.7595853 16.0495981 9.5722381 5.1827876 10.5058408 10.2511165 5.6639138 10.5281913 11.9097138 NA 9.0956755 10.5939439 9.3693131 10.1403718 9.5978235 7.2667088 7.8901451 7.2416800 8.5822421 8.7752432 2.1827876 NA 7.9443372 0.1828194 8.4116046 7.5578251 10.3107804 13.5877945 12.1406136 9.7507422 10.5847322 3.4558072 3.7677501 3.5520204 11.0058879 10.5875729 5.5166865 10.7475707 11.0911787 6.2982624 5.9987032 10.9279002 12.2477533 10.8552114 10.5840212 NA 9.4735728 9.8206366 9.3426574 7.0449066 10.5675698 TCGA-66-2770 79 0 NA 700 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1942 r0 NA NA 2 2 5 NA 3 4 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 1 0 0 0 0 4 6.485109e-06 2.635659e-06 13.1086142322097 22.8464419475655 34.4569288389513 5.2434456928839 24.3445692883895 NA 11.13169352 NA -1.56447808 6.83198235 7.26192660 -0.56469145 5.91919466 0.75727932 3.75731133 6.26192566 1.02034218 12.45965190 5.47977057 4.38957369 -0.56469145 -0.56469145 -0.56469145 2.36988520 1.02034218 7.73458567 11.16775739 10.78548835 2.82769710 8.62273017 2.95893545 12.88058683 -1.56447808 NA NA 7.89685731 6.59525002 0.75727932 14.98912707 10.61404281 10.92196163 11.39863533 6.05743078 -1.56447808 12.49742408 2.24272444 9.43996362 6.53866542 NA NA 11.12126775 6.43628013 11.11946908 12.94273903 11.41158402 10.17697981 4.24273206 1.02034218 9.66239209 3.52284670 2.89481776 9.99666584 4.97453849 10.57492933 2.02034218 9.00997134 6.16329745 5.07923302 0.75727932 -0.56469145 6.98612419 0.02034218 -1.56447808 9.06564501 6.38374576 NA -1.56447808 11.49927856 0.72517400 4.24273206 0.75727932 1.89479837 1.24275492 2.24272444 9.57108726 0.43541524 6.87416989 0.59569461 0.647080 0.175130 0.155470 1.377800 -0.062764 0.437670 0.449010 -0.086390 -0.086390 0.196790 0.196790 0.193300 0.191620 -0.089169 -0.075878 -0.069734 -0.069734 -0.071071 -0.364310 -0.364310 0.178600 0.181170 0.236740 0.236740 0.213450 0.213450 0.282160 0.282160 -0.098682 0.033549 -0.371680 -0.361250 0.175130 -0.457360 0.155470 -0.372090 -0.358630 -0.350760 0.705320 -0.062764 -0.062764 -0.062764 -0.062764 -0.078810 -0.078810 -0.086390 -0.083465 0.196790 0.211460 0.208860 -0.074010 -0.968600 -0.976330 0.580230 -0.376850 -0.376850 -0.376850 0.461950 -0.075878 -0.092673 -0.069734 -0.071071 -0.071071 0.196950 0.188130 0.188130 0.200150 -0.253700 0.205950 0.181170 0.181170 0.236740 0.213450 0.213450 0.197560 0.197560 -0.083598 0.015587 0.015587 -0.945250 0.033549 -0.377 -0.377 0.458 0.000 0.000 0.000 0.000 -0.364 0.188 0.200 -0.054 0.206 0.206 0.237 0.237 0.213 0.213 -0.372 0.647 0.282 0.282 0.198 0.000 0.155 0.155 -0.372 0.333 0.000 0.000 0.438 0.000 0.000 0.000 0.197 0.197 0.193 0.193 0.000 0.580 0.000 0.000 -0.377 -0.377 0.458 0.000 0.000 0.000 0.000 -0.364 0.188 0.200 -0.054 0.206 0.206 0.237 0.237 0.213 0.213 -0.372 0.647 0.282 0.282 0.198 0.000 0.155 0.155 -0.372 0.333 0.000 0.000 0.438 0.000 0.000 0.000 0.197 0.197 0.193 0.193 0.000 0.580 0.000 0.000 8.49472241 8.95304722 0.02034218 9.43255735 8.05008753 9.55107184 10.25834708 8.28425130 9.51686141 2.13583034 7.11133497 NA 0.43541524 11.59477629 0.02034218 11.93992633 9.05100768 8.93522370 10.99180979 14.14615748 4.29335577 10.12056475 11.34377056 0.10889240 9.55302099 NA 12.82588282 8.52151407 9.54911369 0.16658691 3.95893545 15.45510983 8.55949908 9.85323048 5.30574440 11.56014546 10.15391082 9.7857647 11.6113952 10.5185248 0.7572793 7.6689977 9.9257274 10.8490059 9.8244715 7.6152868 10.1100116 8.3661154 10.6347344 6.5646617 13.1033072 13.2720694 9.8174616 8.1358175 10.3568470 8.0989359 13.3821472 10.6794444 5.8345494 12.9427390 10.8161096 10.3668542 10.2126333 6.8989024 13.5045151 11.6791470 3.5228467 10.3731195 10.63535699 12.01998818 2.52283415 9.58131000 11.13169352 10.95304737 13.91827916 8.77745259 9.97855002 8.02409247 10.66869205 10.21960380 15.35436926 3.75731133 8.36611541 11.45635791 5.87832072 5.54390104 10.43361580 11.92635415 NA 8.22001259 10.99020659 9.33095317 9.29335899 10.61404281 7.07562248 8.90298342 7.01280664 5.60530172 9.91313625 NA 4.66419837 7.62272980 -1.56447808 9.77355712 3.13581393 11.11946908 13.03075199 10.40080154 11.31553538 11.97186802 4.24273206 0.02034218 1.75732200 11.61217444 10.53242246 7.52284043 9.99666584 11.19859029 9.02034051 5.67378253 10.57492933 11.41694522 10.09938069 9.53604027 5.76629567 8.52549027 10.15145144 9.66239209 6.77967340 10.01610766 TCGA-66-2771 60 0 NA 578 lung stage iib t2 n1 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 70 1971 r0 NA NA 1 1 4 NA NA NA 1 1 1 2 NA NA 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.490822e-06 2.53162e-06 6.46258503401361 37.4149659863946 26.530612244898 6.12244897959184 23.469387755102 NA 10.8448319 NA 3.4688830 7.7831927 3.1278479 2.9213982 4.8356614 1.8059115 3.9758411 2.9213982 -0.7789272 7.3605021 2.2209490 4.1751493 NA NA 1.8059115 1.8059115 1.5429019 8.0538406 9.7336909 8.7831927 4.9758365 8.6409104 5.5247313 11.2398461 NA NA NA 2.2209490 9.2937530 1.8059115 14.8008830 8.9907884 9.5927271 10.8054432 5.6132664 -0.7789272 11.0375342 2.6803919 10.9149165 2.6803919 NA 6.7445123 9.6014440 4.4711549 9.5927271 11.9756292 8.4688781 9.8272354 4.1751493 0.2209490 8.7736196 NA 3.2209490 9.5224466 5.4304024 10.6844748 -0.7789272 8.7793710 6.5518667 5.5785010 2.2209490 0.8059528 6.2870400 NA NA 9.9092008 5.2653431 1.8059115 0.2209490 8.6366920 1.2209490 5.8933768 2.8059115 2.3908878 0.8059528 NA 9.6566208 2.2209490 7.5155713 4.7616576 -0.2172600 0.4358100 -0.0145030 0.5567300 0.0399020 0.5238000 0.3755300 -0.3046300 -0.3046300 0.1610000 0.1610000 0.0154470 0.0252500 -0.3289000 0.0119580 0.0944910 0.0944910 -0.3191400 0.1364300 0.8488900 -0.3168100 0.1011800 0.0933300 0.0933300 0.0461330 0.0461330 0.0000000 0.0000000 -0.3212400 -0.1088000 0.1583100 -0.3375600 0.4358100 -0.0154660 -0.0377620 -0.3262300 -0.8191700 -0.3240300 0.5406900 -0.3388000 -0.1109000 -0.1109000 0.0225850 -0.3144300 -0.3144300 0.1243200 0.0216030 0.1610000 0.1610000 -0.0078863 -0.3789800 -0.7570800 -0.3289000 -0.3289000 -0.1084600 -0.1084600 -0.7451600 -0.3292500 0.0119580 0.0502500 0.0944910 -0.3191400 -0.3191400 0.1364300 0.1032200 0.1032200 0.0806010 0.0806010 -0.3578300 -0.3578300 0.1011800 -0.1873500 -0.3418200 0.0545180 -0.3194200 -0.3383700 -0.3410400 0.0218840 -0.0080244 -0.0080244 -0.0036011 0.000 0.000 -0.299 0.000 0.000 0.000 -0.319 0.120 0.103 0.000 0.000 -0.358 -0.358 0.000 0.000 0.000 0.000 0.185 0.185 0.000 0.000 -0.319 -0.321 0.423 0.000 0.217 0.541 -0.325 -0.111 0.376 0.061 0.000 0.000 0.161 0.161 0.000 0.000 -0.332 -0.332 0.000 0.000 0.000 0.000 -0.299 0.000 0.000 0.000 -0.319 0.120 0.103 0.000 0.000 -0.358 -0.358 0.000 0.000 0.000 0.000 0.185 0.185 0.000 0.000 -0.319 -0.321 0.423 0.000 0.217 0.541 -0.325 -0.111 0.376 0.061 0.000 0.000 0.161 0.161 0.000 0.000 -0.332 -0.332 0.000 0.000 6.2209509 7.5959899 2.0283216 5.6803834 7.4593554 8.2237652 10.7969623 9.0562429 10.5473799 0.2209490 7.0601544 -0.7789272 3.6132723 12.1910563 -0.7789272 10.0153663 7.8466594 7.8827286 10.6243034 12.4861259 5.9758388 11.4039654 11.5924548 2.0283216 9.3359941 NA 4.6132664 10.2251709 9.5371980 0.3386811 1.5429019 15.7418760 7.3137075 9.8040332 3.1278479 11.6398572 8.9437579 9.255750 11.999233 9.777457 NA 8.936912 9.074260 11.430404 7.497075 8.475979 10.211054 5.430402 8.984163 11.033529 10.145763 13.856725 8.940339 8.425521 10.276911 8.232178 12.698203 11.437696 4.252166 11.975629 11.557457 10.276911 9.145763 7.385857 14.689437 10.745982 2.680392 9.564136 11.0323251 10.8227212 0.8059528 8.2653445 10.8448319 10.4712488 13.1330904 8.9505711 9.6385604 9.2924127 9.2010901 10.5178667 16.2904317 3.9758411 5.4304024 10.3235823 7.7716974 5.2653431 10.7760188 8.2762328 NA 8.8557615 10.4889075 8.7148060 8.5981608 8.9907884 9.1531652 9.4218490 7.7047662 6.9891345 9.4008596 4.4304057 0.2209490 7.2321782 1.5429019 8.3476550 2.9213982 9.5927271 13.6596773 11.5861793 9.4255216 10.8016801 4.1751493 -0.7789272 2.0283216 9.6534923 9.8880619 4.9758365 9.5224466 10.5253017 5.3502320 5.8933768 10.6844748 12.8457459 11.8722264 8.9351960 3.4688830 10.0758189 10.3975787 9.0315220 7.2433187 10.1465049 TCGA-66-2773 69 1 92 NA lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 58 1946 r0 NA NA 2 2 5 NA 3 4 4 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 1.702775e-05 6.207672e-06 7.12166172106825 67.0623145400593 16.1721068249258 3.11572700296736 6.52818991097923 2.9939460 10.7968797 NA -0.2539453 7.2812865 NA 2.7460117 4.4464481 1.0679140 9.8881178 5.1554011 -0.2539453 9.6715651 7.6826484 3.8334771 -1.2539453 NA NA 0.9507670 -1.2539453 7.9358351 11.4535856 8.3215498 4.1722795 8.3440633 3.9554616 10.9065125 0.3310172 NA NA 1.0679140 9.2880752 8.0406317 14.3593110 9.3780971 10.9900772 11.3855776 4.6767469 NA 11.3491734 1.7460117 9.8484851 3.6039883 NA NA 11.2432339 6.0464081 11.6303721 12.5438921 10.9545500 9.1898972 3.8752984 -1.2539453 9.8610543 NA 2.7460117 10.3584186 5.2695718 10.4148958 -0.2539453 7.2054424 6.2378639 6.9456826 -1.2539453 2.2054551 6.5141949 NA NA 9.4807203 7.0360296 NA 0.3310172 9.6804388 -0.9436939 5.4739297 -1.2539453 1.5533605 2.7460117 -0.2539453 9.4237305 NA 6.9651794 3.5009040 0.3690400 0.1570800 0.1570800 1.0589000 -0.2896200 0.5704600 -0.2547900 0.0567980 -0.0053722 0.0399020 -0.3062400 0.3626400 0.3626400 -0.6492100 0.0523340 0.1065800 0.1065800 0.0610790 -0.2900000 -0.3194900 0.2594900 -0.0662520 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15.0396261 9.8881178 4.4739297 11.0659650 6.2458569 6.4602560 8.9096603 11.6566535 NA 8.2538054 10.5557789 8.7642108 8.5306455 9.3780971 9.0452188 7.4874775 7.2734879 6.3826361 8.8714242 NA 2.5533605 8.8701320 -0.2539453 9.0290992 1.9159415 11.6303721 12.8035795 10.7153972 10.7617742 10.9252978 3.8752984 0.3310172 5.0497919 10.8479864 10.1484899 7.4006464 10.3584186 11.6832006 5.9259187 6.2298263 10.4148958 11.8630044 10.2156525 9.5820610 NA 6.8012932 10.1062927 10.0634234 7.1210506 10.1543404 TCGA-66-2777 71 0 NA 61 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 12 1972 r0 NA NA 2 2 5 NA 3 2 4 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 5.514077e-06 2.046104e-06 14.027149321267 26.2443438914027 29.8642533936652 5.88235294117647 23.9819004524887 1.0747794 10.8333164 -1.2470802 NA 8.4463191 4.2122658 2.3377967 5.1263080 1.9227687 3.8402920 4.1790970 -1.2470802 8.5857220 5.4532706 4.1451476 1.3377682 1.3377682 NA 0.7528342 0.7528342 7.8743654 11.4898680 9.1354561 4.9622853 7.6953466 4.3966870 10.3179341 0.3377682 2.6597191 NA 4.0007572 8.1191543 5.6953452 14.0826984 10.3476231 11.1851129 11.8482290 5.4807530 NA 11.2267914 2.4532805 10.0322801 2.8403021 NA 9.6679645 10.2509283 4.8644883 11.1076324 12.0586715 11.0586088 9.9059470 3.1451557 NA 10.7135580 NA 2.7528342 10.8994007 4.1103799 10.2631017 NA 8.4515367 7.7186164 5.8402945 0.3377682 -0.2472514 7.3675414 NA NA 9.3006905 5.7972257 3.6597191 3.6597191 10.6694580 -0.2472514 3.1451557 4.6030803 5.1089760 -1.2470802 4.8189221 9.8101470 5.8081147 6.9816506 2.6597191 0.4215000 0.5475300 -0.0183830 2.2342000 -0.1074900 0.1260700 0.2307100 0.0285770 0.0285770 0.8840600 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8.5825549 10.8333164 10.9756269 13.8532069 9.2295783 9.2610924 8.7917509 10.6316454 8.6061416 15.8401084 3.8402920 9.2851879 11.1962936 7.0792618 5.0926810 9.0937947 10.6578429 -0.2472514 8.3876430 11.1885022 9.0196185 9.1957755 10.3476231 7.9695776 7.5730109 6.2763943 6.5793808 8.9290051 0.7528342 4.3377967 8.1365365 -0.2472514 8.7415165 3.6597191 11.1076324 12.2494362 10.3573852 9.8148782 11.7297540 3.1451557 -1.2470802 -1.2470802 11.1101090 9.2773737 6.5601876 10.8994007 11.6324152 8.8094698 2.9227497 10.2631017 11.6913089 10.4781983 9.6536989 NA 8.9500487 9.1803858 9.0702447 7.6865229 9.8455892 TCGA-66-2778 68 0 NA 578 lung stage iiib t2 n3 m0 female 2007 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 37 1958 r2 NA NA 1 1 4 NA 2 3 1 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.00515930 -0.00136250 0.00099399 0.55127000 0.69021000 0.62682000 0.36555000 0.00000000 0.00000000 0.00766260 0.00766260 0.00043927 0.00043927 -0.35440000 0.00168760 -0.00717250 -0.00717250 -0.32957000 0.00543730 0.00543730 0.00432550 -0.08224700 -0.00399290 0.00335320 -0.02285800 -0.02285800 0.00293670 0.00293670 -0.16851000 1.20610000 0.00515930 0.00515930 -0.00136250 -0.00136250 0.00099399 -0.36054000 -0.36054000 -0.36054000 0.55127000 -0.33766000 -0.34931000 -0.34931000 -0.35721000 0.36555000 -0.35816000 0.00000000 0.00863700 0.00766260 0.00766260 0.00043927 -0.36837000 -0.70566000 -0.25417000 -0.35440000 0.59317000 0.59317000 -0.68057000 -0.06985200 0.00168760 0.00168760 -0.00717250 -0.32957000 -0.32957000 0.00543730 0.00432550 0.00432550 -0.05924700 -0.36245000 -0.08224700 -0.08224700 -0.08224700 0.00335320 -0.02285800 -0.02285800 0.00432550 0.00432550 -0.35303000 -0.06502200 -0.06502200 -0.06502200 -0.06502200 0.593 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 -0.303 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4.885106 12.332796 10.404569 9.320791 9.022834 7.079955 14.710589 11.707410 2.449482 9.178445 10.6977707 10.2120519 NA 7.5692176 10.1418924 10.7122958 14.3999752 8.4285185 8.8293498 9.9308118 9.6446138 10.2809071 14.5623687 3.5563926 7.6768160 9.4744046 7.9850524 3.4494821 8.5483199 7.6768160 NA 7.2247715 10.3480213 8.1435011 8.4769588 9.8338467 8.7046884 5.5172221 5.0158231 6.1584299 7.7090404 -0.2510236 NA 5.8679805 0.7490622 7.6408219 0.7490622 9.5064284 13.6382096 12.8765492 8.8404739 10.3259950 1.5564049 NA NA 8.7574670 11.4466576 3.7934277 8.9621427 10.0373277 3.7032336 4.8364998 10.2089822 12.7161746 11.8876302 7.4036742 4.9189634 9.5660221 9.5156171 8.9013234 6.2084704 10.7068660 TCGA-66-2780 65 1 366 NA lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 28 1956 r0 NA NA 1 1 1 NA NA NA 1 1 1 2 NA NA 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.562446 7.463108 13.264543 11.143693 3.609909 12.399053 11.716204 9.931724 9.781455 7.469058 14.483257 10.034093 4.987189 10.537538 11.3159412 10.3091169 -0.4558114 8.1348324 10.4341296 10.8661734 14.7839362 9.8168752 9.0513860 9.0330898 9.6429355 9.7790629 14.3667166 2.7141796 4.4749811 10.9346831 7.9809570 5.3771342 10.0515445 12.6716755 -1.4556135 7.8973923 10.1603347 9.9012475 9.8371421 9.9317243 8.4284159 8.4207624 5.5329309 3.9365626 9.2873968 NA NA 8.2567724 -1.4556135 8.4176897 5.3386597 8.8491671 12.9655870 12.0014980 9.4428467 10.6914503 3.0036742 -0.4558114 0.8661563 11.6996961 9.5575680 3.0678108 11.2999675 11.1133889 6.6735282 4.6939943 9.7766663 13.0310176 10.3791115 8.8051651 NA 7.5357676 10.2329065 9.7022238 7.2166712 10.3210896 TCGA-66-2781 66 0 NA 121 lung stage ib t2 n0 m0 male 2007 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1954 r0 NA NA 1 1 5 NA 2 5 3 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.394275 8.874740 7.859095 10.048573 9.046352 16.695898 9.563812 3.163708 10.814108 9.331811 4.833558 10.304190 10.564976 NA 8.274133 10.119491 8.892866 8.845107 9.384637 8.239552 8.597578 8.202129 5.147221 9.186076 1.289244 -1.295836 7.418522 -1.295836 8.828398 4.096591 9.752764 13.112408 11.363827 9.612670 11.113403 1.026233 NA NA 10.013185 8.688695 2.952203 10.432623 10.280289 4.874202 5.980402 10.043013 11.930990 10.700044 9.777080 NA 5.894102 10.934351 9.651914 8.389026 10.295799 TCGA-66-2786 68 0 NA 790 lung stage ia t1 n0 m0 female 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 74 1959 r0 NA NA 4 3 4 NA NA NA 4 1 3 2 NA NA 0 0 0 0 0 0 0 0 7 4 4 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7.074665e-06 1.872705e-06 11.0687022900763 33.587786259542 22.5190839694656 8.3969465648855 24.4274809160305 -0.48924058 11.50661151 NA -1.48924058 7.67305886 -1.48924058 1.31799862 5.79357080 1.31799862 10.58112411 6.04982677 0.09558691 9.39025109 3.97009899 5.54408967 1.51065816 1.83260651 1.31799862 0.09558691 -0.48924058 7.37794623 11.37775339 8.49793165 3.93692998 8.16887917 2.09562066 14.79243479 -0.48924058 -1.48924058 -0.48924058 1.51065816 9.94997914 -0.48924058 14.99522144 10.62831083 11.09609980 11.77188116 5.30508406 NA 10.65500730 0.51065816 9.91358388 6.74907296 -1.48924058 0.09558691 10.82665224 5.72304244 10.23560788 12.32972415 11.17888790 9.19779832 4.09562910 -1.48924058 8.87698989 -0.48924058 4.06525348 11.11243853 4.63994986 10.66675082 1.68059441 8.59547606 5.87699081 8.18485997 0.51065816 -1.48924058 8.83484835 0.51065816 NA 9.09563016 5.44140380 NA -1.48924058 11.06861002 -1.04572923 4.18308946 2.38545865 2.83258626 2.31802755 4.06525348 9.18485997 0.51065816 7.24537777 4.50999347 0.02085400 0.03152800 -0.08974500 0.29973000 2.32490000 1.26450000 1.34750000 0.23483000 0.23483000 0.00898240 0.00898240 0.00000000 0.01400200 -0.61166000 0.19255000 0.02407800 0.02351700 -0.35969000 -0.58925000 -0.56260000 0.03293600 -0.57717000 -0.61598000 0.25147000 0.02337700 0.02337700 0.01344300 0.01344300 0.03773300 -0.15097000 0.02789000 0.02085400 -0.08491200 -0.36707000 -0.07978900 -0.88614000 -0.60992000 -0.60992000 0.25744000 -0.63188000 -0.60297000 -0.60548000 -0.00185000 -0.59792000 -0.59792000 -0.38687000 0.84843000 0.00898240 0.00898240 -0.02470900 -0.61166000 -0.61166000 -0.61166000 0.01763500 -0.61028000 -0.61028000 -0.09120100 0.00079921 0.19255000 0.20926000 0.02351700 -0.60857000 -0.35217000 -0.59822000 -0.09480800 0.03293600 -0.32871000 -0.26271000 -0.56936000 -0.56936000 -0.57717000 0.17191000 -0.55601000 0.02337700 -0.60558000 -0.60558000 0.00828620 -0.15097000 -0.15097000 -0.15097000 -0.15097000 -0.517 0.000 0.000 0.192 0.000 0.000 -0.352 -0.585 0.000 -0.277 0.000 -0.569 -0.569 -0.632 -0.461 -0.626 -0.626 0.000 0.000 0.000 0.000 -0.606 0.000 0.000 0.000 -0.610 0.300 -0.603 -0.603 1.347 0.750 -0.185 0.202 0.000 0.000 0.000 0.000 -0.609 0.000 -0.151 -0.151 -0.517 0.000 0.000 0.192 0.000 0.000 -0.352 -0.585 0.000 -0.277 0.000 -0.569 -0.569 -0.632 -0.461 -0.626 -0.626 0.000 0.000 0.000 0.000 -0.606 0.000 0.000 0.000 -0.610 0.300 -0.603 -0.603 1.347 0.750 -0.185 0.202 0.000 0.000 0.000 0.000 -0.609 0.000 -0.151 -0.151 6.92852074 7.83259575 0.51065816 3.86822252 6.57675642 9.26221185 9.90834233 8.93136483 9.64893958 0.83260651 7.19014765 NA 1.68059441 12.08691586 0.09558691 11.85953417 8.03030407 9.05466618 11.07454323 13.68855439 4.03423333 11.32905019 11.21435507 NA 8.88570705 NA 3.15451840 9.80011025 9.82240464 3.44046059 1.97011740 14.43955617 7.27553976 10.32164099 4.63994986 11.23837548 9.16798608 10.0714782 11.8221323 10.0410740 -0.4892406 7.8505175 7.8348483 11.8170143 9.1481982 8.0498268 10.9932236 6.1327187 10.6155842 9.9959939 11.7130977 13.0651367 11.8912641 8.0517642 10.6505388 10.2751246 13.0027087 10.7391859 4.7942183 12.3297241 11.7475789 10.4814926 10.9295744 6.7867924 14.1555926 9.9884259 2.5981270 10.1377456 12.0896300 11.1477454 -0.4892406 8.2605371 11.5066115 10.9476395 14.7901142 9.8516305 9.5658416 9.1096507 10.4612236 8.6692773 15.5509253 10.5811241 6.1327187 11.0383891 8.0459431 5.4175589 9.8775363 13.0965105 -0.4892406 8.3702026 10.4506142 10.0307953 9.7674661 10.6283108 9.2730498 7.3147989 6.7960695 6.7298369 10.5730512 NA 1.5106582 8.9189974 0.8326065 8.7078843 5.6805916 10.2356079 13.0062730 10.9851342 10.2647201 11.5961402 4.0956291 -0.4892406 8.2145712 10.8215645 9.9670222 6.7585950 11.1124385 11.5028980 6.5605163 5.7298355 10.6667508 13.0106382 11.3829579 9.6597797 NA 9.5686594 10.3230496 9.8354108 6.5106677 10.4302760 TCGA-66-2787 57 0 NA 1217 lung stage ia t1 n0 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1964 r0 NA NA 2 2 5 NA NA NA 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 4 4 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 7 4 0 0 0 0 0 5 7 0 4 0 0 0 0 7 0 0 0 4 0 0 0 0 6 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 6 1.612607e-05 3.363934e-06 8.53658536585366 21.602787456446 37.4564459930314 8.71080139372822 23.6933797909408 -0.2191020 9.7343779 NA -0.2191020 8.1185310 3.8683707 2.2403449 6.4462446 -0.2191020 9.8293958 6.2887037 0.7808980 8.6153799 2.2403449 4.0663131 0.3659165 NA 0.3659165 1.5882769 NA 8.5457804 10.9179001 10.7812611 7.4497941 8.6937981 0.3659165 8.5736991 NA -1.2189341 NA 6.6512742 6.7057208 4.3354975 13.8529523 10.4043332 10.7307356 11.4936509 5.1902988 -0.2191020 12.3871985 1.3658605 9.2199710 3.4813506 1.3658605 10.3335780 11.0265003 4.5887806 11.5378822 12.6045439 9.8409293 10.0538360 6.6512742 NA 10.2423884 NA 2.4813506 10.4297159 6.1646133 10.2847347 NA 9.7034934 6.5223759 6.0476954 NA -1.2189341 5.5357979 NA 7.4102656 9.7064634 5.7695946 0.7808980 NA 8.3733659 6.8504394 6.2071744 NA 5.8358660 1.7808980 -1.2189341 9.2616991 1.1028597 7.2606891 3.4572922 0.6619500 0.6393800 -0.0449570 1.2705000 1.3931000 0.1640000 0.5549600 0.0386300 0.0386300 -0.2420400 0.3455100 -0.2645800 0.0146090 -0.2161400 -0.0449570 0.1754300 -0.0212350 -0.2801300 -0.2738000 -0.1741100 0.2948500 0.6408500 0.3333500 0.3333500 0.1895000 0.1895000 0.3343200 0.2597700 -0.0381700 -0.0157410 -0.3127500 -0.3094400 0.2206800 -0.1221300 -0.3145900 -0.2844200 -0.2844200 -0.2844200 0.7032600 -0.0053992 -0.2926000 -0.3292300 -0.3292300 -0.2956800 -0.2956800 0.3724900 0.0386300 0.3222100 0.3385300 -0.2859600 0.0430150 0.0430150 0.0430150 0.0449990 -0.5934100 -0.3024000 -0.2864400 0.0390540 0.0091705 -0.0078863 0.0000000 -0.2895200 -0.2895200 -0.2738000 0.0125160 0.0125160 -0.2748300 -0.2558800 0.2892900 0.2892900 0.6408500 -0.3193700 0.7444200 0.1895000 0.5714800 -0.2985600 -0.0235660 0.0515300 0.0515300 0.0515300 -0.0161540 -0.302 -0.302 0.000 0.000 0.175 0.175 -0.290 -0.274 0.000 -0.275 -0.275 0.240 0.641 0.333 0.333 0.189 0.189 -0.028 0.260 0.334 0.334 -0.299 0.000 0.154 0.000 -0.284 0.986 0.000 0.000 0.164 -0.132 0.000 0.000 0.051 0.293 -0.265 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 0.000 0.000 0.175 0.175 -0.290 -0.274 0.000 -0.275 -0.275 0.240 0.641 0.333 0.333 0.189 0.189 -0.028 0.260 0.334 0.334 -0.299 0.000 0.154 0.000 -0.284 0.986 0.000 0.000 0.164 -0.132 0.000 0.000 0.051 0.293 -0.265 0.000 0.000 0.000 0.000 0.000 8.5589862 8.4568661 1.9508416 7.4029609 6.4319605 10.3234572 11.0971904 8.6917913 8.5407972 0.3659165 6.0193127 NA 0.3659165 12.4330817 0.7808980 10.4079868 9.8517008 9.3845353 11.4563236 14.0361957 4.7116436 10.6734517 11.2654801 1.1028597 10.7267185 -1.2189341 8.3469631 8.7336502 9.6900444 NA 4.4247676 15.2075832 8.1162992 10.9728934 4.9101906 11.5641118 8.1817883 10.0892480 11.6145897 10.2103157 0.3659165 9.6381124 6.8946517 11.4606090 9.9688796 8.4778764 8.5573419 7.9433001 8.8060485 5.9101930 12.7680681 13.7354234 11.3476766 7.7809091 10.5870557 8.8032768 13.0166240 11.4719981 4.5748039 12.6045439 11.1050895 10.3069191 10.7215896 7.0145283 13.6955968 12.9745113 2.8683707 10.1034005 10.872014 10.442687 0.780898 9.351713 9.734378 10.609839 13.772872 9.692301 10.274154 8.736559 10.456425 9.242388 15.109549 9.829396 7.943300 10.796672 6.803276 7.268749 9.528263 8.990362 -0.219102 8.692301 11.897415 8.890740 7.672693 10.404333 7.687800 7.985480 8.021700 5.256641 9.696788 2.687800 5.889435 7.894651 NA 9.350765 3.990365 11.537882 13.321219 10.858058 10.883541 11.705907 6.651274 -0.219102 NA 11.048573 9.572886 5.758189 10.429716 11.402732 9.501153 7.248515 10.284735 12.024529 10.255629 9.463026 NA 6.460389 9.093304 10.037707 6.873666 9.522376 TCGA-66-2788 56 0 NA 699 lung stage ib t2 n0 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1968 r0 NA NA 1 1 4 NA 2 3 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 0 0 5 5.860874e-06 1.629947e-06 8.25688073394496 32.1100917431193 29.3577981651376 5.5045871559633 24.7706422018349 -1.3440987 11.4881784 2.2408333 -1.3440987 8.1735512 NA 0.2408638 5.3423805 -1.3440987 4.0821490 7.6586963 4.5385257 12.5042112 5.3423805 5.1316142 0.2408638 NA NA 0.4755000 0.9778294 8.6544721 11.5943586 8.8094337 4.2408409 8.9214967 5.9687635 11.1629330 -1.3440987 0.2408638 0.6559013 NA 7.9845563 0.6559013 15.2090152 9.2408443 10.3610821 12.2065082 7.5537268 -0.3440987 10.2974819 2.1152996 10.5407581 2.9778111 NA 2.7433426 10.6718403 2.7458827 10.0455130 12.5067161 9.8401371 11.2303995 5.4107685 NA 9.3467526 -0.3440987 4.1477381 10.3252096 5.7748239 10.9879182 -0.3440987 9.3692682 6.4502974 5.3140947 -0.3440987 0.9778294 6.5687709 0.6559013 NA 9.5099709 4.8847005 4.3838010 1.9777928 8.9412839 -0.1300497 5.2104707 1.4632562 2.1152996 7.2742673 5.8258060 9.9755538 7.9296774 7.3247665 2.1894451 0.0597910 0.0041075 0.0111180 0.2228300 -0.0143870 0.5039400 0.4821200 0.0657960 0.0657960 -0.1074900 -0.1074900 0.3343100 0.3502200 -0.2688900 0.0595050 0.0182400 0.0182400 -0.1688500 0.3472900 0.3133500 -0.0168450 0.5811200 -0.0415700 -0.0415700 0.1628000 0.1628000 0.1181400 0.1181400 0.1096400 -0.0173980 0.0597910 0.0597910 0.0041075 0.0041075 -0.0048494 -0.3221400 -0.3249100 -0.3249100 0.2228300 -0.0465490 -0.0505090 -0.0523370 -0.0523370 -0.3251900 -0.3251900 -0.3488200 0.4551300 -0.1074900 -0.1479800 0.3109700 -0.7292300 -0.7355600 -0.2688900 -0.2688900 -0.1050000 -0.1050000 -0.0941400 -0.3453800 0.0595050 0.0595050 0.0182400 -0.1373000 -0.1373000 0.3472900 -0.0349070 -0.0168450 0.0267910 0.0000000 -0.3305200 -0.3305200 0.2643500 -0.0408910 -0.3157600 0.1628000 -0.7401100 -0.3323700 0.2691000 -0.0249380 -0.0249380 -0.0249380 -0.0249380 -0.103 -0.103 0.000 0.000 0.000 0.000 -0.137 0.335 0.000 0.000 0.000 -0.324 0.000 0.000 0.000 -0.153 0.163 0.000 0.000 0.118 0.118 -0.332 0.110 0.000 0.000 -0.320 -0.097 0.000 0.000 0.157 -0.325 0.000 0.000 -0.107 -0.107 0.334 0.334 -0.269 -0.269 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 -0.137 0.335 0.000 0.000 0.000 -0.324 0.000 0.000 0.000 -0.153 0.163 0.000 0.000 0.118 0.118 -0.332 0.110 0.000 0.000 -0.320 -0.097 0.000 0.000 0.157 -0.325 0.000 0.000 -0.107 -0.107 0.334 0.334 -0.269 -0.269 0.000 0.000 8.8030865 7.8990554 0.9778294 6.4632366 7.4696630 9.1091524 10.6618570 9.4099340 10.5899411 1.8258263 6.3632412 -1.3440987 2.3563129 13.2822181 1.2408638 10.6166077 7.1316152 8.5415779 10.8972928 13.5762345 2.6558784 11.3707711 10.9653580 -0.3440987 10.4470446 0.2408638 8.2238376 10.0330922 9.8895014 5.0012438 4.0821490 15.0243370 7.7219707 10.3114124 6.4174323 11.4939037 9.9014344 9.757201 12.350131 10.180423 NA 7.719277 9.227634 11.678423 9.365827 7.151737 11.067393 7.274267 11.147479 9.991830 11.704539 14.383350 10.912385 9.351980 10.767995 8.820788 12.955734 10.958806 4.651138 12.506716 11.649881 10.171582 10.668855 7.317660 13.527316 10.098307 3.785163 10.701641 11.3803955 11.2347261 0.6559013 9.1295875 11.4881784 10.5836596 14.2347541 8.9002455 8.9783281 8.5385246 9.9150364 9.5991290 15.1581852 4.0821490 7.2742673 11.0803104 7.1070926 6.7219714 10.8613695 13.0129525 NA 8.7499592 11.0084769 10.0068209 8.9630825 9.2408443 8.9687647 9.5947262 7.4792492 7.3528494 9.0385056 1.6559013 2.9038096 8.6288614 0.2408638 8.9653580 4.1153163 10.0455130 12.9459005 11.9694733 10.4970528 10.9430169 5.4107685 1.9777928 3.6100740 11.9828729 11.5041134 3.6100740 10.3252096 11.7363661 9.5777226 5.6445658 10.9879182 12.0867262 10.6893047 9.1862881 4.8056278 9.1892113 9.7920846 10.2104706 7.2066286 11.0535563 TCGA-66-2789 73 1 123 NA lung stage iiib t1 n3 m0 male 2008 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1955 r0 NA NA 3 3 4 NA NA NA 3 3 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 9.953082e-06 3.294574e-06 10 24.3589743589744 33.5897435897436 8.71794871794872 23.3333333333333 NA 11.1996027 -0.4206267 5.8082023 7.6183018 1.9013014 4.6017500 5.3342715 0.1644001 9.3300898 4.9013110 0.1644001 10.6498392 3.0388224 10.0495333 1.1643358 0.1644001 0.1644001 0.5793733 0.1644001 9.0940970 10.1922514 8.0119249 6.5566624 9.1416254 2.4862767 12.5372104 NA 4.3607435 NA 0.9013400 8.8057951 0.1644001 14.3504802 9.3516974 10.7186145 11.1306105 6.6931245 -1.4204336 10.3459118 4.5566624 10.3216755 2.6668475 NA 9.6079796 10.1666306 5.6462260 10.4031482 12.0587501 10.0677252 10.6745392 6.5680671 NA 10.0357373 NA 4.7692058 10.8219615 3.5793853 10.4276146 -0.4206267 9.7015638 5.6454711 7.2196274 0.5793733 2.3867282 6.3607418 2.0388224 NA 9.7985513 5.3995608 2.3867282 1.1643358 10.3178974 7.2042513 3.4862767 3.7086618 0.8955353 -1.4204336 2.0388224 9.4435689 NA 7.8854444 1.1643358 0.0394780 1.0024000 -0.0153290 1.3699000 0.0000000 0.5036900 0.5199600 -0.2710500 0.2229900 -0.0776110 -0.0099565 3.6569000 0.6745600 0.0683780 0.6209700 0.0807450 0.0807450 -0.0645080 -0.4716200 0.8036400 0.6202400 0.6346300 0.5004700 -0.0118870 0.0602220 0.0958090 0.0675180 0.0963800 -0.4727900 -0.0110600 0.1229900 0.0394780 0.5168200 -0.0193140 0.1544200 0.0273570 -0.5433000 -0.5433000 -0.0571160 0.0000000 -0.0385780 -0.0406160 -0.6320600 -0.5472400 -0.5418900 -0.2710500 0.3473000 0.0080567 0.0217440 -0.5224600 -0.5232700 -0.5111500 -0.5170400 -0.5026600 -0.4620600 -0.4620600 -0.5040100 -0.5114600 0.5489100 0.5489100 0.1086200 -0.0316320 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8.9619960 NA 4.0712392 15.1589492 7.3574596 9.7398845 6.3541700 11.1112516 9.4794949 9.7821189 12.1782496 10.3342704 -1.4204336 11.1802250 6.8225568 11.1795281 9.4558999 6.7741400 10.4083126 9.4597316 11.0854424 10.9706264 10.7812005 14.1855278 11.8912731 7.8899955 10.5944494 9.9727733 12.5630890 11.5836033 5.8306280 12.0587501 11.2817720 10.5512856 10.8882907 7.5218972 13.6701801 10.8150979 0.1644001 12.9166563 11.818832 11.511967 1.164336 8.732935 11.199603 10.886868 14.098644 9.899619 9.009020 9.928664 9.612117 9.270254 15.109926 9.330090 9.459732 10.898208 8.468126 6.380283 10.264570 12.216461 -1.420434 8.458966 11.401555 9.834411 10.235361 9.351697 9.432692 8.543724 5.386739 7.921458 9.415433 0.901340 NA 8.934734 0.901340 9.082215 7.885444 10.403148 12.840964 11.663527 10.118542 10.435419 6.568067 0.901340 5.133970 11.964841 10.153976 6.005647 10.821962 11.309641 7.034710 6.612807 10.427615 12.269162 10.750247 9.036764 -1.420434 8.962007 9.677099 9.853179 7.354170 10.548050 TCGA-66-2790 72 0 NA 699 lung stage iib t2 n1 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 57 1951 r0 NA NA 4 3 4 NA 1 2 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.54287854 11.31614563 0.45701636 4.68581684 8.49317256 0.77896548 1.77892344 4.09420228 2.26435627 8.73544873 3.41119572 1.26435627 10.48179247 9.16780549 5.74240241 2.36389995 6.10085574 -0.54308874 2.86026759 -1.54287854 8.14524947 11.40974038 9.51971998 6.27717765 9.06802396 2.70491622 11.07262878 NA 0.04194383 1.77892344 2.36389995 8.83854214 1.77892344 14.74793413 9.92816628 11.09747003 11.63473011 6.04196135 2.98055547 10.17467556 8.35030054 9.48687986 4.64682508 -0.54308874 12.45823137 10.72155902 2.45699009 11.45011440 11.62129485 11.00558027 10.13816721 5.44568367 NA 10.10265761 NA 5.25141613 11.23199201 5.14349954 10.19466896 NA 10.71055118 6.68100081 5.89162819 -0.54308874 -0.54308874 7.25141519 3.31498649 -1.54287854 10.09679196 4.74239972 -0.54308874 5.60674720 11.34555211 -0.94841908 5.10085574 4.23809897 6.74147642 7.83420935 7.39069004 9.11699498 3.41119572 6.94081511 3.43518852 0.07995300 0.00000000 -0.00484610 0.78196000 -0.01519100 0.48716000 0.02834100 0.05865200 0.03481800 -0.01697900 0.04251600 -0.54522000 0.32060000 -0.53879000 3.65690000 0.04471500 0.04012900 -0.55096000 0.02848100 0.05025000 0.08348700 0.12020000 0.05537300 3.65690000 0.03905400 0.03905400 -0.52757000 0.07743000 -0.12784000 -0.37923000 -0.52890000 -0.52777000 0.56721000 -1.13480000 -0.00802440 -0.54995000 -0.54280000 -0.54280000 0.78196000 -0.01945200 -0.04793600 -0.03544800 0.00027728 -0.53531000 -0.55234000 0.04485700 0.02398700 -0.00180140 0.04220300 -0.54749000 -0.45147000 -0.51396000 -0.51208000 -0.53879000 0.70701000 0.70701000 0.03411300 0.06537000 -0.53622000 -0.53622000 0.05281000 -0.54219000 -0.52981000 0.02848100 -0.52716000 -0.89695000 -0.01093500 -0.29438000 0.07584700 0.07584700 -0.50836000 -0.53591000 -0.54451000 0.03905400 -0.04820700 -0.55927000 -0.25902000 -0.37685000 0.62733000 -0.35647000 -0.36430000 0.000 0.000 0.000 -0.536 0.000 0.000 -0.540 0.000 0.000 -0.279 -0.279 0.000 0.000 0.000 -0.503 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 -0.128 0.000 0.000 -0.543 0.239 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.176 0.321 -0.539 -0.539 -0.377 -0.377 0.000 0.000 0.000 -0.536 0.000 0.000 -0.540 0.000 0.000 -0.279 -0.279 0.000 0.000 0.000 -0.503 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 -0.128 0.000 0.000 -0.543 0.239 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.176 0.321 -0.539 -0.539 -0.377 -0.377 9.6578977 8.8001848 0.7789655 7.1258846 7.6810008 10.4979738 11.5975094 8.7676118 10.7721487 3.0419613 6.7331238 NA 0.4570164 12.0424312 6.5965506 10.7009645 8.9893550 9.8001848 11.1404873 13.9908155 5.4682249 10.7208552 10.9869177 1.6269063 10.3984135 2.3639000 5.1712429 8.8407033 10.0221012 6.0167214 6.6319250 13.7977881 7.3728781 10.1258840 6.6906182 10.9983378 9.3350500 10.037729 12.143937 10.613082 7.118777 9.351059 8.513637 10.903307 10.448167 8.412649 10.033956 6.439992 12.134496 8.540478 10.433563 14.210817 11.282554 8.752768 11.200782 9.652986 12.963493 10.909498 4.660198 11.621295 11.417906 10.924859 11.141748 6.769881 13.213138 9.342695 2.778923 9.785113 11.839893 11.336965 3.980565 9.200150 11.316146 11.299153 13.552764 9.757924 9.087785 9.121446 10.234254 9.644351 15.378398 8.735449 6.439992 11.929944 9.163495 6.191709 9.877486 12.935895 5.363889 8.275581 10.444263 9.961818 8.489045 9.928166 8.289889 8.032538 7.198466 6.646824 9.178098 1.264356 5.457000 7.942828 -1.542879 8.868510 9.526449 11.450114 13.190862 11.056680 11.618288 11.955100 5.445684 6.570741 7.308749 11.446394 11.322732 8.058770 11.231992 11.545622 6.756207 7.668887 10.194669 12.148088 9.931719 9.682207 6.387736 8.113424 10.597414 9.727294 7.707298 12.309138 TCGA-66-2791 66 1 153 NA lung stage iiib t2 n3 m0 male 2008 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1977 r1 NA NA 2 2 5 NA 2 3 2 2 1 1 NA NA 0 0 4 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 9.745004e-06 3.190535e-06 9.81432360742706 33.9522546419098 31.5649867374005 5.30503978779841 19.3633952254642 -1.3647564 10.8657483 0.2203300 NA 7.6438562 6.5896242 -0.3645706 5.5653382 0.9573203 10.1015041 6.9208292 1.2203919 11.0194018 7.4102147 4.9392078 NA 2.4427843 -1.3647564 0.2203300 0.9573203 8.0277451 10.7179093 9.8612375 7.7749787 8.6382426 2.0948441 9.8539908 -0.3645706 1.6354294 NA 3.2792781 7.3219281 1.6354294 15.1085620 9.2756724 11.2663772 10.9749992 7.5661652 NA 12.1801506 5.2052830 9.4800785 3.2203919 -1.3647564 -0.3645706 10.5759981 5.3358655 11.0736996 12.9196733 10.3752081 10.0912530 5.1272825 -1.3647564 9.7281846 -0.3645706 2.8053544 9.9880228 6.8880930 10.1692439 2.4427843 8.7452582 6.8545966 6.1745862 0.6354294 -1.3647564 6.8351005 -1.3647564 NA 8.4587950 5.7543691 -1.3647564 NA 10.9808328 0.8680546 6.2203899 -1.3647564 0.6354294 4.1900143 1.6354294 9.9103880 4.5661637 7.2828864 4.8561441 0.256550 0.713570 0.495280 1.596300 -0.303340 -0.097495 0.425030 0.175430 0.175430 0.106870 0.106870 -0.310260 0.321890 0.030715 0.144440 0.085943 0.085943 0.289610 0.140280 -0.491410 0.151440 0.368380 -0.288340 -0.288340 0.119910 0.120640 0.198010 -0.314010 0.202280 -0.044822 -0.349270 -0.308620 -0.278700 -0.604290 -0.048883 -0.125640 -0.304980 -0.304980 0.198930 -0.303340 -0.303340 -0.323910 -0.323910 -0.317970 -0.317970 -0.344120 -0.322400 0.106870 0.164900 -0.601580 0.030715 0.030715 0.030715 0.030715 -0.329720 -0.329720 -0.202240 -0.224650 0.144440 0.144440 0.000000 -0.408820 -0.378200 0.140280 -0.320890 -0.320890 0.194510 0.617160 -0.348240 0.325600 0.313700 -0.288340 -0.034495 0.120640 -0.314010 -0.314010 -0.294730 -0.033132 -0.050946 -0.050946 -0.039858 -0.325 -0.202 0.144 0.144 0.000 0.000 0.144 0.000 -0.321 0.155 0.155 -0.023 0.326 -0.288 -0.288 0.000 0.000 -0.309 -0.052 -0.116 -0.314 -0.314 -0.331 0.000 0.000 -0.305 -0.305 -0.303 -0.303 -0.318 -0.318 0.132 0.000 0.107 0.107 -0.210 -0.210 0.000 0.000 0.000 0.000 -0.325 -0.202 0.144 0.144 0.000 0.000 0.144 0.000 -0.321 0.155 0.155 -0.023 0.326 -0.288 -0.288 0.000 0.000 -0.309 -0.052 -0.116 -0.314 -0.314 -0.331 0.000 0.000 -0.305 -0.305 -0.303 -0.303 -0.318 -0.318 0.132 0.000 0.107 0.107 -0.210 -0.210 0.000 0.000 0.000 0.000 8.6729744 8.0553877 1.2203919 4.7647124 7.5808713 9.4777779 10.0082926 8.7380727 9.8424420 1.6354294 5.9115526 0.2203300 0.6354294 12.2010057 0.6354294 11.0091138 7.9092229 9.1292830 10.9527214 14.0738296 5.1900182 10.8448809 11.0126381 1.0549874 7.8078553 NA 10.4758121 8.8821683 10.2024281 -0.1692579 1.6354294 13.9931170 7.8375516 10.2634173 4.6798235 10.8636450 10.0632642 9.521886 11.085608 10.534029 -1.364756 9.412683 8.027745 10.576475 9.575007 7.709569 9.747867 7.082511 11.191215 8.342787 12.703702 13.175979 11.210494 8.235340 10.649448 8.709569 12.921119 11.088441 4.790246 12.919673 11.310282 10.322803 10.401542 7.496514 13.813850 12.193131 3.442784 9.970818 11.067186 11.258852 1.635429 8.908057 10.865748 10.854596 13.943801 9.234411 9.116127 8.650842 9.657795 10.709569 15.769503 10.101504 7.082511 11.284235 6.044818 6.572065 10.532895 10.749170 2.883347 8.821542 10.949728 9.092808 8.923140 9.275672 7.904555 9.283785 8.205283 6.554291 8.585254 3.158983 3.493404 8.231617 NA 8.986367 3.442784 11.073700 13.815142 11.059594 11.213564 11.082511 5.127282 0.220330 NA 11.436732 10.327607 8.935780 9.988023 11.442380 9.567642 7.158989 10.169244 12.397394 10.412272 9.384459 4.127278 7.477778 10.091967 9.565426 7.925446 10.197193 TCGA-66-2792 58 0 NA 913 lung stage iib t2 n1 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 10 1968 r0 NA NA 2 2 5 NA NA NA 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4.716443e-06 1.733986e-06 15.4255319148936 21.8085106382979 36.1702127659575 7.97872340425532 18.6170212765957 NA 11.45855467 NA 1.98061031 8.39425560 5.34986062 -0.01931659 5.60180050 -1.60427909 8.14888226 6.68106689 NA 11.21564475 4.06809465 3.56558499 NA -1.60427909 -1.60427909 2.64360225 -0.60427909 7.42908866 11.75335474 9.13628933 5.54541243 8.29653220 3.64359071 9.23722956 -1.60427909 8.15222145 NA NA 7.88751857 -0.60427909 13.41768325 9.94737350 11.71618382 11.68971163 6.36720854 0.71756128 11.41473475 -0.60427909 9.10288642 2.09609315 NA NA 10.49765078 4.25637666 11.58548989 14.15309309 10.35276735 9.36919774 5.12358757 -0.60427909 11.95241085 NA 2.78797567 10.36613072 2.39566608 10.72686220 1.39566608 9.18111771 5.03952008 2.98062858 -0.60427909 NA 5.98812340 -1.60427909 NA 9.58487214 4.64359071 -1.60427909 -0.60427909 8.50810494 -0.13447704 3.30255302 NA 1.39566608 4.73551676 NA 9.07690376 NA 8.19008096 1.20301317 0.0367940 0.4230100 0.5267800 3.6569000 -0.4444900 0.7130400 1.0042000 -0.4275700 3.5840000 3.6569000 0.5493000 0.5447100 0.6513000 0.0094491 0.0214380 0.7167800 0.0650830 -0.4339800 0.4693000 0.4430000 0.0000000 0.5814800 -0.4512500 0.7410000 0.7654200 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8.4604080 11.8875184 NA 7.4536567 11.6954457 9.7125126 8.6694609 9.9473735 8.3871872 7.0066896 5.9192280 4.8550977 8.9655208 2.7175832 2.9806286 9.3498617 -1.6042791 9.1064719 3.8219347 11.5854899 13.3659510 10.8124628 10.6562909 11.2226110 5.1235876 2.5655972 0.3956112 10.8396449 10.2395864 2.6436023 10.3661307 12.2535491 7.0926324 7.1737421 10.7268622 11.6318290 10.1150542 8.6822232 6.3085538 6.9386975 8.6712077 9.7960110 8.0158850 11.0268424 TCGA-66-2793 68 1 306 NA lung stage iiib t4 n1 m0 male 2008 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 112 1952 r0 NA NA 4 1 5 NA NA NA 3 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 9.086089e-06 2.5663e-06 9.43952802359882 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4.8208478 7.7294862 10.5137012 NA 6.3341088 12.5390851 9.0239068 6.5313409 10.5988654 8.4467562 5.2293110 3.8468443 6.4573415 9.9893150 NA 3.1269563 6.9463788 NA 9.5940771 4.6244519 11.2461974 12.9811779 11.2234338 11.4199493 11.4628669 6.9160048 0.6244285 10.4668011 9.5472829 10.0338417 3.6833484 10.4166988 11.8869372 6.5393341 6.4824321 9.7189684 12.3584547 10.3121181 8.0139027 6.8273910 6.7189684 8.1308974 10.3529382 6.8273910 10.0968032 TCGA-66-2794 64 0 NA 1645 lung stage iiib t4 n2 m0 male 2006 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1957 r0 NA NA 2 2 5 NA 3 1 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4.716443e-06 1.28315e-06 14.2045454545455 35.2272727272727 32.3863636363636 6.25 11.9318181818182 NA 10.4303655 -0.1116951 2.4732674 7.8627155 NA 0.4732154 6.1712969 0.4732154 4.0175835 5.8883000 NA 5.8883000 0.4732154 1.2102018 0.8883049 NA -1.1118510 3.5321548 -0.1116951 7.3599762 11.2684914 11.0335962 4.4118601 7.5712953 -1.1118510 9.1062585 NA 6.0278529 -1.1118510 -1.1118510 7.8366683 0.8883049 15.2042992 9.7709440 10.6465241 11.1391915 3.1362242 NA 12.8402231 0.4732154 8.4138217 2.0582126 NA NA 10.2323582 2.9774631 9.7282920 13.4851895 10.9846867 10.0766735 5.8995285 NA 10.5865715 NA 2.0582126 10.7648179 6.7084797 10.7850117 NA 8.9175881 7.0879730 2.6956598 NA NA 5.6431895 4.2806149 -1.1118510 9.1255109 5.2102291 NA NA 12.2399303 NA 5.3640331 0.8883049 2.4732674 0.4732154 4.0175835 9.0007403 NA 6.2976922 NA 0.0354340 2.6733000 0.0081506 3.6569000 -0.0078358 0.4450000 0.5342100 0.0341650 0.0341650 0.0029641 0.5955500 -0.0038273 1.1640000 1.1642000 -0.0110030 0.5472400 0.5482200 -0.0405670 0.0316280 0.0316280 0.0067546 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7.553637 7.411863 7.824939 4.819040 6.602546 -1.111851 5.629768 7.392127 1.473267 8.954390 3.888305 9.728292 13.213606 10.775522 9.788413 11.358451 5.899529 NA NA 9.256807 9.436159 2.347722 10.764818 11.571954 10.205148 5.532158 10.785012 12.137859 10.455782 9.628925 2.210233 8.400054 10.150707 9.379152 6.927220 10.781602 TCGA-66-2795 68 0 NA 122 lung stage iiib t4 n1 m0 male 2008 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 86 1965 r0 NA NA 2 2 5 NA 3 4 2 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 7 0 1 4 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 4 1.071604e-05 3.294574e-06 11.4914425427873 27.3838630806846 37.8973105134474 6.35696821515892 16.8704156479218 NA 10.2707793 NA NA 8.3141935 5.9459096 1.6531059 4.9459120 -0.6688681 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1.6531059 8.0894235 6.9385305 8.8330371 9.5345480 8.7637419 9.6520006 3.6531288 5.2619369 0.3312466 1.3311893 12.5230304 -0.6688681 10.9408406 7.4809469 8.8350259 11.5498329 13.9248830 5.0860874 10.5308724 10.8591658 -0.6688681 10.3480084 NA 10.9987552 8.3480084 10.0574182 -0.6688681 4.5406535 15.3271218 8.3918961 9.9320423 7.3591065 11.3002268 8.4784052 9.410685 10.842953 10.822051 1.331189 10.970088 6.706239 10.816526 9.480947 8.491071 10.854762 6.774144 11.379684 7.919914 11.858188 13.414596 12.133716 8.250063 10.550974 8.778283 13.189570 10.690401 4.399438 13.490283 10.862582 10.091920 11.358069 8.996536 14.959694 12.134120 4.189184 10.763220 11.5256492 11.8275546 1.6531059 9.1829492 10.2707793 11.3483565 13.9008178 9.2589779 9.4725154 8.1891811 10.0985569 10.4173363 15.4724092 9.1751211 6.7741440 10.6925956 5.9161637 5.9894115 9.1798230 11.4803121 0.3312466 8.3563397 11.3982983 9.2138432 8.9236570 9.5991571 7.7448278 6.8468994 6.6710499 7.0659094 7.8664753 NA 3.1385524 7.4397245 -0.6688681 9.4436396 2.7906261 11.0307726 14.7380030 10.9641953 10.4998722 11.3445228 4.1891841 1.3311893 5.7062404 11.5594175 9.1625074 6.4604837 11.0454456 11.2861234 6.9750558 5.5979870 10.5985721 12.6579105 10.6942397 9.1223629 -0.6688681 6.3864833 9.0205166 9.5443044 7.3755938 10.8043985 TCGA-66-2800 70 0 NA 1492 lung stage iiib t4 n0 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1950 r0 NA NA 2 2 5 NA 1 4 2 2 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6.831907e-06 2.219503e-06 15.9090909090909 20.8333333333333 35.6060606060606 8.71212121212121 18.9393939393939 -1.1857367 10.3455149 -1.1857367 1.9840424 8.3455148 3.6721198 2.8141402 6.0035618 1.8141402 2.9840607 5.7566471 -0.1859008 9.0620610 4.4865599 4.5420537 NA 1.8141402 1.9840424 0.8140992 NA 8.1156295 10.8812316 8.9600657 6.2150126 7.7119787 4.8585281 12.0455046 6.3839893 5.6596249 -1.1857367 2.2735756 5.9015958 1.9840424 14.3826790 9.9414830 11.1905302 10.4223883 6.3219281 NA 12.2999628 0.8140992 9.7212795 3.9434150 NA 7.8365011 9.9070624 4.6731098 10.7917712 12.2531319 10.2817390 9.8759906 5.5954917 NA 10.3139793 1.3991164 3.6214893 10.2340936 4.5690232 10.4163683 -0.1859008 8.4633895 6.5006348 6.0715203 0.8140992 -0.1859008 6.7625003 NA NA 9.4223882 5.5690201 2.6214776 1.8141402 10.8845899 8.0227334 4.0235836 3.3376968 3.8585281 7.8337244 2.1360601 9.6975405 2.5145768 7.8829120 1.3991164 0.156060 0.325920 -0.139490 2.852100 0.667070 0.748590 1.023200 0.126820 0.126820 0.334150 0.358710 1.188800 0.462630 1.159800 -0.200370 0.065083 0.185860 -0.314820 0.142950 0.128570 -0.335140 0.004719 0.288580 0.288580 1.044300 1.082900 0.840020 0.173770 0.493030 0.061222 -0.402850 -0.364420 0.240980 -0.143970 -0.208210 -0.314600 0.059080 -0.781340 -0.116520 -0.297680 -0.754090 -0.756760 -0.756760 -0.514620 -0.558410 0.097397 0.000000 0.334150 0.310170 -0.468550 -0.575750 -1.232100 1.265000 -0.610560 -0.435500 -0.487950 -0.390950 -0.474690 -0.100130 -0.164470 0.011679 -0.334810 -0.324650 0.142950 -0.346640 -0.335140 -0.387670 -0.322050 0.041328 0.041328 0.004719 -0.552260 0.213150 -0.505880 0.975430 -0.487270 -0.211810 -0.182320 -0.121350 -0.121350 0.051008 -0.414 -0.414 -0.100 -0.100 0.186 0.186 -0.325 0.129 -0.335 -0.322 -0.322 0.000 0.000 0.201 0.201 0.208 0.208 -0.328 0.000 0.840 0.216 -0.437 0.281 0.182 -0.144 -0.292 0.142 -0.754 -0.754 0.234 -0.515 0.000 0.000 0.359 0.359 0.004 0.463 0.000 0.000 -0.121 0.000 -0.414 -0.414 -0.100 -0.100 0.186 0.186 -0.325 0.129 -0.335 -0.322 -0.322 0.000 0.000 0.201 0.201 0.208 0.208 -0.328 0.000 0.840 0.216 -0.437 0.281 0.182 -0.144 -0.292 0.142 -0.754 -0.754 0.234 -0.515 0.000 0.000 0.359 0.359 0.004 0.463 0.000 0.000 -0.121 0.000 8.7013539 8.3532924 2.2735756 5.1179153 6.9330745 9.4900905 10.1338056 8.3258860 9.8503070 4.2735681 6.2319853 -1.1857367 2.3990890 12.1409842 -1.1857367 10.6556978 8.0113503 9.2529253 10.6773518 13.8587837 5.9840584 10.5765155 10.8551081 -1.1857367 9.9638805 NA 2.8141402 8.9524052 10.1700296 0.8637799 4.9226593 14.4415818 7.5856228 10.1001135 4.3059851 10.9818652 9.6222933 9.440755 12.353656 9.874829 3.136060 9.671337 7.874830 11.077696 8.439842 8.189173 10.240398 8.756648 9.915400 8.277658 12.448150 13.260312 10.534378 9.455282 10.155096 8.960066 12.794094 10.757747 4.670121 12.253132 10.521924 10.214479 10.374466 6.958792 14.051912 13.557180 4.922659 11.077109 11.0345118 11.2256445 0.3991164 8.7507713 10.3455149 10.7489300 13.9528416 9.7081933 9.2169750 8.5041313 9.7051577 12.0558187 15.6956896 2.9840607 8.7566481 10.2085961 6.7149996 5.5690201 8.9600657 10.5744376 NA 8.3782831 10.9095305 9.0393408 9.4000349 9.9414830 7.3610279 7.0235869 6.0715203 7.1539836 8.7028767 4.2403983 3.2064557 8.4543783 0.3991164 9.1394388 4.8141351 10.7917712 12.9045767 11.0531352 9.7755831 10.6814122 5.5954917 1.9840424 2.9015910 10.6331150 9.6775454 6.2817390 10.2340936 11.5021651 8.4543783 6.1450497 10.4163683 12.1011243 10.6057034 9.2128772 5.4723448 9.5437541 9.1416300 9.2918918 7.6690020 10.2267034 TCGA-68-7755 60 0 NA 83 lung stage iia t1b n1 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 78 1973 NA white not hispanic or latino NA NA 5 2 NA NA 2 2 4 1 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8723112 NA NA 7.9077439 -0.1109159 -0.6959563 2.8890841 NA 8.8758700 4.8432754 NA 10.7327394 3.6964390 2.9479653 NA -1.6957226 NA 2.2110122 -1.6957226 7.7696838 11.5106740 11.2348548 3.1114654 8.2813973 0.3041605 9.6237897 0.3041605 6.8237532 NA 1.4740466 5.3485122 -0.1109159 13.1184977 10.9513511 11.3600778 11.6862011 3.8890841 NA 12.3159562 -0.1109159 8.7556791 0.3041605 -0.1109159 8.0062902 11.1787723 2.0067648 11.5008733 13.0317402 11.0451631 10.1232787 3.5895238 NA 9.6985802 NA 3.0590091 10.5553040 3.0045553 10.2742234 5.0045553 9.8208025 4.8739756 1.4740466 NA NA 6.1558666 -1.6957226 NA 9.4250033 3.9479747 -0.1109159 NA 8.0838367 NA 2.1114654 -1.6957226 2.1114654 NA -0.6959563 8.3593999 NA 6.5941365 -1.6957226 1.1808000 0.5424200 0.2253000 2.2883000 -0.6195900 0.0413170 0.0413170 -0.2210800 -0.2210800 3.6569000 0.5944000 0.3528300 -0.0107840 0.2462200 0.1428000 0.1849500 0.1849500 -0.0654470 0.1737700 0.1524800 0.1136000 0.4265400 -0.6696600 0.3341500 -0.0631660 -0.3666100 0.0688610 0.0688610 0.0000000 -0.3552100 -0.7027100 -0.6242400 0.5424200 0.1921100 -0.6856300 -0.6464000 -0.6282700 -0.6282700 -0.3256500 -0.2612700 -0.5826500 -0.5945800 -0.6513800 -0.1323800 -0.5842200 -0.2250000 -0.1598000 2.9829000 -0.2198500 -0.7247200 0.2239200 -0.5403700 0.2462200 -0.6499600 -0.2381400 -0.9752300 -0.2241600 -0.0546900 0.1428000 0.1428000 0.1061400 -0.3924600 -0.3703100 0.1326100 -0.0392580 0.1120900 0.0329210 0.0837760 0.0013868 0.4265400 0.4265400 -0.2256800 0.0377820 -0.3666100 -0.2544300 -0.3211200 -0.0110010 0.3033000 0.3033000 0.3033000 -0.3552100 -0.249 -0.249 0.137 0.137 0.185 0.185 -0.370 0.174 0.112 0.000 0.000 0.000 0.425 0.334 0.334 -0.367 -0.367 -0.601 -0.239 0.000 0.000 -0.254 0.000 0.542 0.121 -0.628 0.112 -0.595 -0.595 0.000 -0.584 -0.160 -0.160 3.657 3.657 -0.656 0.000 0.224 0.224 -0.052 -0.355 -0.249 -0.249 0.137 0.137 0.185 0.185 -0.370 0.174 0.112 0.000 0.000 0.000 0.425 0.334 0.334 -0.367 -0.367 -0.601 -0.239 0.000 0.000 -0.254 0.000 0.542 0.121 -0.628 0.112 -0.595 -0.595 0.000 -0.584 -0.160 -0.160 3.657 3.657 -0.656 0.000 0.224 0.224 -0.052 -0.355 9.1187000 8.7439484 -0.6959563 7.6834958 6.4074054 9.8009712 10.8756332 8.0166445 9.3975352 3.4334002 4.9040312 NA -1.6957226 11.8567866 -1.6957226 9.6450803 6.6921342 9.3306409 11.2386709 14.8899456 3.4334002 10.4172085 10.2963477 -0.6959563 8.8692197 NA 3.3915753 8.8198173 10.9037933 NA -0.6959563 15.2416408 8.9049597 9.4346881 5.1496089 11.3760826 9.3347846 10.245532 12.382352 9.703395 -1.695723 8.867314 7.856787 11.523891 8.792962 8.793965 11.685390 7.817845 14.000372 8.406093 13.329127 13.725065 10.990837 7.877764 10.707396 7.825718 13.372266 11.201963 4.861007 13.031740 10.341321 9.798473 10.223726 7.407405 13.708124 13.140760 1.111499 10.806452 11.270803 8.420461 -1.695723 8.212510 10.872311 9.856306 13.538971 9.696435 10.016683 7.759445 9.770704 10.239283 13.408962 8.875870 7.817845 11.761755 6.065669 6.192861 8.160543 9.958754 NA 7.486512 11.577622 8.550858 8.154304 10.951351 7.643967 5.523286 4.918825 2.889084 9.287111 2.474047 1.304102 8.787933 NA 9.264120 5.670441 11.500873 13.173422 10.228930 10.753266 11.002171 3.589524 NA NA 11.530680 9.189814 5.380934 10.555304 11.863973 8.743948 5.493942 10.274223 11.940402 10.266291 9.071474 NA 6.359400 8.315666 9.706597 7.513570 10.522681 TCGA-68-7756 84 0 NA 202 lung stage iiia t4 n1 mx male 2011 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 20 NA NA white not hispanic or latino NA NA 2 4 4 1 4 1 3 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0040320 NA -1.6915226 7.7325351 -0.6915226 1.3083609 5.8325584 -0.1067155 10.6521096 3.8002269 -1.6915226 10.7030993 6.4324901 4.6659214 -1.6915226 2.0088096 -1.6915226 NA -0.6915226 7.6812335 11.3113594 7.9119953 2.1157324 8.4606537 3.3083754 10.8900400 -1.6915226 NA NA 1.7677819 7.8801216 6.1971125 14.1516987 10.7665190 10.6426420 11.7071124 4.9807931 NA 10.9719268 -1.6915226 9.5862838 3.8002269 NA 0.3083609 11.5651863 5.0918268 8.6559900 12.6921209 10.7097815 9.9940768 3.7346338 NA 9.7815671 NA 3.7006838 10.5314654 3.7006838 10.0070734 1.7677819 8.0328827 5.2970520 5.0362879 0.8933622 -0.6915226 7.9576250 -0.6915226 NA 9.2516161 5.0765548 NA -0.6915226 8.9647937 0.6785227 3.4376539 1.1156992 1.8933234 -1.6915226 -1.6915226 8.5657567 0.8933622 6.6790564 1.6303123 -0.0764120 0.1432500 0.1008900 0.5839900 -0.3766200 0.6780800 0.6780800 -0.1165600 -0.1165600 0.0000000 0.0000000 0.1003100 0.1003100 0.0826210 0.0959440 0.1023500 0.1023500 -0.3816800 0.0639390 0.0639390 -0.0369460 0.1023500 0.0036412 0.0146090 -0.1025000 -0.1025000 0.1357100 0.1357100 0.0214630 0.2737900 -0.0764120 -0.0764120 0.1432500 0.1008900 0.1008900 -0.3876100 -0.3876100 -0.3876100 0.5839900 -0.3766200 -0.3766200 -0.3766200 -0.3766200 -0.3880600 -0.3826900 -0.1282800 -0.1188700 0.0000000 0.0000000 0.1003100 0.0826210 0.0826210 0.0826210 0.0826210 -0.1541300 -0.1541300 -0.1541300 0.0959440 0.0959440 0.0959440 0.1023500 -0.4079900 -0.3816800 0.0639390 -0.0369460 -0.0369460 -0.2613100 -0.2613100 0.0878240 0.0878240 0.1023500 0.0146090 -0.3783100 -0.1025000 -0.3905100 -0.3905100 0.0214630 -0.4631200 -0.4631200 -0.4631200 0.2367400 -0.154 -0.154 0.000 0.000 0.102 0.102 -0.382 0.000 0.000 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.378 -0.102 0.000 0.000 0.136 0.136 -0.391 0.000 0.101 0.101 -0.388 0.196 -0.377 -0.377 0.678 -0.383 -0.117 -0.117 0.000 0.000 0.100 0.100 0.000 0.000 -0.463 -0.257 -0.154 -0.154 0.000 0.000 0.102 0.102 -0.382 0.000 0.000 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.378 -0.102 0.000 0.000 0.136 0.136 -0.391 0.000 0.101 0.101 -0.388 0.196 -0.377 -0.377 0.678 -0.383 -0.117 -0.117 0.000 0.000 0.100 0.100 0.000 0.000 -0.463 -0.257 8.1864198 8.2913623 NA 6.0226142 6.9449931 9.0096752 10.4672938 8.6831146 10.5763258 -0.6915226 6.4116567 2.2152748 0.3083609 12.0551979 NA 11.7761016 6.7841022 8.4299021 10.9535114 14.2176993 5.2508820 11.1074479 11.2062141 NA 9.6454331 NA 5.6302977 10.1467848 10.0268930 NA -0.6915226 14.5959007 8.0962713 9.3335083 4.8629572 10.6331118 9.9249176 10.478920 12.110380 10.030749 NA 6.955827 8.245006 11.869060 9.294922 6.977254 11.399308 7.432490 10.864142 10.136505 14.761897 13.852669 11.831808 7.118940 10.532370 8.828005 14.109243 11.128348 5.057771 12.692121 11.372269 9.702831 10.611008 8.197112 14.319114 11.327264 5.374459 10.177191 11.7270119 11.1137095 0.8933622 8.6269114 11.0040320 11.4029413 14.4054743 9.5104926 9.3026796 8.9313356 10.3551482 9.6104363 14.8562573 10.6521096 7.4324901 10.9506461 7.3931768 6.2856482 9.6161388 12.3231738 NA 8.3279595 10.8535745 9.9585228 9.3878534 10.7665190 8.7409107 6.4273095 6.2856482 4.3958306 8.9504203 0.6303123 2.2152748 7.9082815 -0.1067155 8.9008258 3.1663459 8.6559900 13.0283457 11.0111907 10.5018941 11.7061770 3.7346338 NA -1.6915226 11.7035011 9.1372986 6.7219960 10.5314654 11.5355334 6.9045588 5.6121490 10.0070734 12.9667476 10.7225254 8.8829621 NA 9.7492379 9.4152654 10.2073479 6.3744570 10.1436296 TCGA-68-7757 74 0 NA 211 lung stage ia t1b n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1960 NA white not hispanic or latino NA NA 2 4 2 5 1 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.49017383 NA 0.60672648 5.89216999 NA 0.02176397 4.30720992 0.60672648 9.31986695 7.25542425 2.02179950 12.31929387 9.33355276 8.42481630 NA NA NA 1.02183503 0.02176397 7.91662234 11.08418787 9.36831809 4.72224195 8.34598487 4.26972888 12.94911938 NA -0.97823603 NA -0.97823603 9.54045762 5.94066714 14.32204824 10.05453893 11.83958748 11.68402766 6.45643327 -0.97823603 11.05522738 1.34374891 9.11957328 2.34372049 NA NA 10.80614068 4.26972888 10.79040226 13.53670330 9.75312346 9.80173713 2.82915950 -0.97823603 8.73604976 NA 0.60672648 10.14592565 3.48123435 9.93693675 0.02176397 9.87199115 5.04417114 2.82915950 NA 0.60672648 6.93469341 0.60672648 NA 9.14204220 6.43119503 NA NA 10.98794931 -0.57755169 2.82915950 -0.97823603 2.02179950 0.02176397 3.10926025 9.32558520 -0.97823603 6.87978540 1.60677384 0.0266320 0.0335490 0.0335490 0.1275600 -0.2668500 0.3738600 0.3754500 0.0000000 -0.0675920 0.0501290 0.0501290 0.2826300 0.0496820 -0.2854900 0.0359470 0.0417410 0.0397610 -0.1610300 -0.1133900 0.1891900 0.0016642 0.0151680 -0.2202200 -0.2202200 0.0038854 0.0038854 0.0195030 0.0195030 0.0394780 -0.0945920 -0.1310900 0.0266320 0.0335490 0.0335490 0.0335490 -0.2835800 -0.2835800 -0.2835800 0.0622230 0.0516720 -0.2668500 -0.2668500 -0.2668500 -0.2782200 -0.2782200 0.0000000 -0.1138900 0.0501290 -0.2940200 0.0416000 -0.2854900 -0.2854900 -0.2854900 -0.2909400 -0.3052200 0.0327040 -0.2933100 -0.2907100 0.0359470 0.0359470 -0.2876200 -0.2915500 -0.1610300 -0.1133900 0.0016642 0.0016642 0.0222000 0.0297470 -0.3063900 0.0151680 0.0151680 -0.2202200 -0.0105420 0.0038854 0.0282000 0.0282000 0.0394780 -0.0837310 -0.0865180 -0.0945920 -0.0945920 0.000 -0.293 -0.291 0.000 0.000 0.000 -0.161 -0.117 0.000 0.000 0.000 -0.306 0.000 -0.220 -0.220 0.000 0.000 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.266 0.000 0.000 -0.267 0.096 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 -0.285 0.000 0.000 0.000 -0.293 -0.291 0.000 0.000 0.000 -0.161 -0.117 0.000 0.000 0.000 -0.306 0.000 -0.220 -0.220 0.000 0.000 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.266 0.000 0.000 -0.267 0.096 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 -0.285 0.000 0.000 8.4771317 7.7222440 0.6067265 5.0878956 6.4647483 9.8990885 10.6277468 7.9399817 10.0885663 -0.9782360 7.6835828 NA 5.5295992 11.8877309 NA 10.7078671 6.6871405 8.3346871 10.5077595 13.7753345 4.8031650 10.5096444 11.6088787 1.1394695 9.5658028 6.0441711 7.4184092 9.1066127 9.8859750 NA 1.0218350 14.5054627 7.3968436 9.1879674 5.5453661 9.9562324 9.6438562 10.517160 12.757149 10.544876 NA 8.153661 8.253025 12.005332 9.532568 8.325585 11.033730 8.771674 10.160710 11.327296 11.361654 14.469178 11.503604 8.370533 10.550747 6.809706 13.081571 10.767899 5.309056 13.536703 10.469404 9.740337 10.153661 6.861009 13.214901 12.477003 6.221477 10.410360 10.519157 10.132940 1.021835 9.073013 11.490174 10.664307 14.180926 8.785017 7.862897 8.775021 9.875894 8.647513 14.331778 9.319867 8.771674 11.114231 8.789989 6.269733 9.485329 11.941785 NA 7.690689 10.843180 9.912829 11.557566 10.054539 9.514659 7.250623 5.325584 4.576395 9.148509 2.021800 2.606774 8.574474 NA 8.875114 3.109260 10.790402 12.190790 10.454346 10.038613 10.362211 2.829159 NA NA 12.305472 10.582615 3.879784 10.145926 10.917380 6.904448 5.976002 9.936937 11.910357 10.025322 8.627284 2.343720 10.214714 10.343028 9.563869 7.481236 10.073013 TCGA-68-8250 66 0 NA 244 lung stage ia t1a n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA NA black or african american not hispanic or latino NA NA 6 1 NA NA 4 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0971666 -0.1865574 -1.1863932 8.1622277 1.8134836 1.8134836 5.3680873 2.2729190 10.5286035 6.8741957 NA 8.5000001 1.9834223 3.9834223 0.8135247 -1.1863932 -1.1863932 1.6494315 NA 8.0399115 11.0837948 8.5866387 2.1354364 8.5964976 4.3053504 12.9299246 NA 1.1354035 NA 1.9834223 9.2533303 0.8135247 14.8367758 9.8219281 11.6654436 11.0611303 4.2397646 -0.1865574 10.5911657 -1.1863932 9.0135521 4.9834223 NA -0.1865574 12.3708961 5.0637014 11.0387069 13.3444970 9.7479274 11.1974791 5.8134990 NA 9.1241123 -1.1863932 5.1885394 8.8316996 4.3370617 9.9498498 2.7203879 7.4059566 6.1972029 5.8687831 -0.1865574 -0.1865574 7.2355643 0.3984598 NA 9.5981342 7.3370617 NA -1.1863932 9.0519041 1.5811584 4.4282094 4.2620723 3.1354199 -0.1865574 6.6400482 9.0253877 -0.1865574 6.0423182 3.5005599 -0.0194590 1.5026000 0.0126480 0.7637400 0.0307250 1.0063000 0.9921800 0.0936570 0.0936570 0.3119300 0.2282200 0.6485400 0.7470700 0.4034300 -0.2891700 1.3738000 0.7656000 -0.3287900 -0.3098000 -0.3098000 0.0580740 0.5508800 0.4184700 -0.3138900 -0.2864400 -0.2864400 0.1946600 0.8834500 -0.3020500 -0.0077557 0.0729630 -0.0194590 0.0097201 0.0126480 -0.3430900 -0.3272800 -0.3229900 -0.3229900 0.4007700 0.3827000 0.0311470 -0.3245000 -0.3196000 -0.3287900 -0.3287900 0.1081700 0.0077708 0.1727100 -0.3514500 -0.4887300 0.4034300 0.4034300 0.4034300 -0.3182100 -0.3287900 -0.3287900 -0.8053400 -0.3169300 -0.2891700 -0.3680900 -0.1736100 -0.3241500 -0.3241500 -0.3098000 0.0408850 -0.3059400 0.0689440 0.0393290 0.2028900 -0.1404000 0.4798000 -0.0939390 -0.2864400 0.2021200 -0.3091000 -0.3091000 -0.3020500 -0.0077557 -0.0077557 -0.0077557 -0.0077557 -0.325 0.000 -0.289 -0.289 0.730 0.730 -0.324 -0.310 -0.306 0.000 0.000 0.217 0.217 -0.297 -0.297 -0.286 -0.286 0.000 0.000 0.195 0.883 -0.309 -0.302 0.000 0.000 -0.323 0.441 0.352 0.000 -0.329 -0.329 0.000 0.000 0.312 0.177 0.205 0.688 0.096 -0.308 0.000 0.000 -0.325 0.000 -0.289 -0.289 0.730 0.730 -0.324 -0.310 -0.306 0.000 0.000 0.217 0.217 -0.297 -0.297 -0.286 -0.286 0.000 0.000 0.195 0.883 -0.309 -0.302 0.000 0.000 -0.323 0.441 0.352 0.000 -0.329 -0.329 0.000 0.000 0.312 0.177 0.205 0.688 0.096 -0.308 0.000 0.000 8.8078530 8.7486645 0.8135247 4.6463873 5.7792834 9.2770237 10.1923361 8.4823845 10.0107161 1.8134836 6.8578939 2.6208444 1.6208679 11.7973837 NA 10.9946517 8.3680882 8.7143661 10.8268850 13.9676451 6.1081209 11.2968114 11.5547557 NA 6.5882859 -1.1863932 4.2058147 9.4152702 9.3123487 3.6413148 4.6208562 14.0401374 6.9479256 9.7979179 4.8795882 11.0362943 8.8289146 10.936974 11.750505 9.892984 NA 11.183369 7.166646 12.617429 9.550747 7.239765 11.116995 5.720391 11.884948 11.938105 13.359490 14.409107 11.007641 8.142174 11.085254 10.972109 13.845201 11.808383 4.614398 13.344497 11.288980 10.576297 10.920062 7.990919 13.502751 11.617227 2.135436 10.894983 11.3904561 11.9957386 0.8135247 8.9115316 12.0971666 9.9453563 14.3727262 9.6046624 9.0488435 9.8212276 9.9796626 8.8809337 15.7595947 10.5286035 5.7203907 11.7561972 6.4717110 6.2564427 9.8156113 13.1216251 -0.1865574 8.3311687 11.6796192 9.5320323 9.6119713 9.8219281 9.1161383 7.0519039 7.6621222 6.3291990 9.7964930 NA -1.1863932 8.2912577 0.3984598 8.8983078 3.8135042 11.0387069 12.8284788 10.5212900 10.9517712 11.1348639 5.8134990 1.1354035 1.1354035 10.8503599 10.5186999 5.9115310 8.8316996 11.2841583 5.8469220 6.8414058 9.9498498 13.3831177 10.6380604 9.0435198 1.3984598 10.5833373 9.8354858 9.6613399 8.3487746 10.3326443 TCGA-68-8251 78 0 NA 406 lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 52 1944 NA white hispanic or latino NA NA 4 1 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.5473264 11.8671627 NA 4.1322889 7.4053100 5.0798261 1.0619144 3.5473264 0.3249258 2.9879029 6.3324323 -1.2601519 12.5585565 8.5760247 7.2477690 0.3249258 0.3249258 0.7399345 1.4315160 -0.2599791 7.6408414 11.0073463 10.3361641 5.7512013 8.7371537 3.7843679 9.9681917 NA 2.4404207 6.5343900 -0.2599791 7.9807657 5.0619015 14.4103520 9.7616485 11.7773497 11.5619476 7.6854181 NA 11.0986256 0.7399345 8.9912438 2.7399777 0.3249258 2.6468539 11.2080969 4.4423530 10.3216457 12.2813130 10.3806712 8.7800584 4.7623435 -1.2601519 9.3874328 NA 1.7399777 10.1678110 5.3249366 10.2447934 2.5473264 9.3928193 7.0067614 4.8274380 -0.2599791 4.4678924 7.7314962 0.7399345 -1.2601519 9.4550783 5.5854644 NA -1.2601519 8.6134186 -0.8270005 5.1150124 4.7334248 1.3249258 0.7399345 2.7399777 9.5122889 0.3249258 7.2752501 2.7623488 0.1165300 0.0079175 -0.0460850 0.7912300 -0.0431950 0.2566800 0.1784500 0.1090600 0.1090600 0.0290440 0.0290440 -0.2365500 3.6569000 -0.2507900 -0.1123400 0.2375200 0.2375200 -0.2481200 -0.2543100 -0.2543100 0.0286220 0.2981900 0.0616510 0.0476940 0.2565200 0.2565200 0.1143300 0.1143300 0.0038854 -0.0197260 0.1165300 0.1165300 0.0010679 -0.0460850 -0.0460850 -0.2574500 -0.2529800 -0.2529800 -0.2529800 -0.0561610 -0.0350400 -0.0350400 -0.0350400 -0.2625200 -0.2673300 0.1052200 0.1888900 0.0290440 0.0508190 -0.2365500 -0.2516400 -0.8073300 -0.2507900 -0.2507900 -0.2572100 -0.2572100 -0.2572100 -0.2754700 -0.2341200 -0.2593800 0.1792000 -0.2509200 -0.2509200 -0.2609500 0.0259520 0.0259520 -0.2499500 -0.2486100 -0.8786000 -0.2761900 0.2981900 0.0476940 0.1890400 0.2565200 -0.1021100 -0.1021100 0.0169850 0.0088920 -0.0197260 -0.0197260 -0.0197260 -0.257 -0.257 -0.227 -0.227 0.238 0.238 -0.251 -0.254 0.000 -0.249 -0.249 0.037 0.298 0.000 0.000 0.257 0.257 0.117 0.117 0.114 0.114 -0.102 0.000 0.000 0.000 -0.257 0.830 0.000 0.000 -0.048 -0.267 0.109 0.109 0.000 0.000 0.020 0.257 -0.251 -0.251 0.000 0.000 -0.257 -0.257 -0.227 -0.227 0.238 0.238 -0.251 -0.254 0.000 -0.249 -0.249 0.037 0.298 0.000 0.000 0.257 0.257 0.117 0.117 0.114 0.114 -0.102 0.000 0.000 0.000 -0.257 0.830 0.000 0.000 -0.048 -0.267 0.109 0.109 0.000 0.000 0.020 0.257 -0.251 -0.251 0.000 0.000 8.5081588 8.6302387 5.4814410 10.2121575 6.5278773 11.7093609 10.1002727 8.5505459 9.7959346 3.8274329 6.1662394 -1.2601519 -0.2599791 12.3744451 -0.2599791 10.7180663 6.4746843 9.0403270 11.2348449 14.7165832 9.0126041 10.9684924 11.8217906 2.0932897 5.7623408 6.1746022 2.7399777 8.6588377 10.0189987 -1.1622989 1.3249258 14.8256958 7.8406370 9.5262439 6.4334619 10.3977393 9.1215172 9.987309 11.577996 9.942710 -1.260152 9.566523 6.968793 10.730787 10.538446 8.602612 9.277193 6.149365 10.618018 9.823454 10.597955 14.295282 12.183565 9.793221 10.961259 10.478911 12.821208 11.292163 4.804771 12.281313 12.594356 11.876965 10.825447 7.789823 14.134905 10.613418 4.494864 9.908646 10.2492545 11.9507979 0.7399345 9.4585073 11.8671627 11.2610840 13.5841392 9.8973212 10.7072294 8.7286590 10.1911855 9.2398202 15.9977489 2.9879029 6.1493651 11.1312180 10.0351693 6.5015251 7.5408743 11.6590239 NA 7.8432622 11.3363971 10.1641406 10.7764914 9.7616485 8.0345949 6.1322910 7.7343276 5.1493651 9.7378594 -0.2599791 3.1994054 8.6647868 NA 8.9843381 4.6941726 10.3216457 14.8495194 11.1114788 11.4746840 11.2519740 4.7623435 1.3249258 0.3249258 12.1213821 9.8134464 2.5473264 10.1678110 11.8835170 7.1150135 7.7733971 10.2447934 12.8576986 10.6332759 10.5693006 4.3838287 5.6707129 9.8903372 10.1777264 7.9615614 10.0374639 TCGA-68-A59I 73 0 NA 492 lung stage iiia t3 n1 m0 female 2012 NA yes 70 lung squamous cell carcinoma- not otherwise specified (nos) 50 1962 NA black or african american not hispanic or latino NA NA 2 4 1 6 3 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.23217005 2.56357306 -1.02151147 8.50609491 -0.02136504 1.30053377 7.04653581 3.22653936 8.96872208 7.08190626 3.50217782 11.21851480 4.50217782 4.56357916 2.14854369 2.67906342 4.56357916 4.84106738 1.30053377 7.99263872 11.63995076 8.14100917 2.67906342 9.52936476 3.37093147 13.32436973 NA 1.30053377 -0.02136504 -0.02136504 9.98564530 0.97863496 13.88977401 9.24657506 11.73350552 11.41480900 5.87343673 -0.02136504 10.45333793 3.62247358 9.43585525 4.67905779 1.78596897 NA 11.66026270 5.51777645 10.62337554 11.58497232 10.60341345 10.30260717 5.14854369 -1.02151147 10.00721471 NA 3.67905215 10.92880933 5.88550848 10.12518665 2.30053377 9.15104547 6.50217941 6.37949794 NA 1.30053377 7.86431431 NA -0.02136504 9.92479321 6.04470667 NA NA 9.91893164 NA 5.28239903 1.97863496 1.78596897 9.95303252 4.18806854 9.34494032 NA 9.50119947 3.88213435 0.1469400 0.2365900 -0.0147780 0.7290500 1.7929000 0.8752800 -0.1284800 -0.1439800 -0.1439800 0.0855100 0.0855100 -0.1410300 0.2045700 -0.1143700 0.0058309 0.2047300 0.2047300 -0.1474000 0.0111210 0.1742200 0.1942100 0.4684400 -0.0125760 -0.0336720 0.2314800 1.5881000 0.8124000 0.6446900 0.4758100 0.0421660 0.1469400 0.1469400 0.2365900 -0.0147780 -0.0147780 -0.1445900 -0.1247000 -0.1247000 0.0289030 0.0406090 -0.1317300 -0.1317300 -0.1317300 -0.1284800 -0.0254830 -0.1439800 -0.0181640 0.0855100 0.0467440 -0.1661200 -0.1143700 -0.1143700 -0.1143700 -0.1143700 -0.0154660 -0.0154660 -0.0154660 -0.1619700 -0.0200400 -0.0200400 0.0000000 -0.1428400 -0.1428400 0.0111210 -0.1335500 -0.1335500 -0.0226060 -0.0602110 -0.0932710 -0.0932710 0.4684400 -0.0486130 -0.1752500 0.0620800 0.0188030 0.0188030 -0.1843300 0.0421660 0.0421660 0.0421660 0.0421660 0.000 0.000 0.000 0.000 0.205 0.000 -0.147 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.169 0.147 0.147 0.812 0.192 0.000 -0.282 0.237 0.000 -0.125 0.000 0.000 -0.132 0.875 0.000 -0.144 -0.144 0.000 0.000 -0.139 0.065 -0.114 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.205 0.000 -0.147 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.169 0.147 0.147 0.812 0.192 0.000 -0.282 0.237 0.000 -0.125 0.000 0.000 -0.132 0.875 0.000 -0.144 -0.144 0.000 0.000 -0.139 0.065 -0.114 -0.114 0.000 0.000 10.08387179 8.54657425 -0.02136504 5.04470885 6.23600654 9.38588569 11.24569727 8.79720011 10.32346870 NA 7.92990282 -1.02151147 1.30053377 12.24555089 0.56354865 10.46626718 8.18318923 8.75997770 10.75148104 13.96663692 5.24540439 11.18288345 12.30054610 -1.02151147 9.93572006 -1.02151147 3.56358526 9.32955710 10.00375064 2.71631053 1.56359746 14.01380371 7.09235968 9.54847362 7.20261950 9.95804326 9.57760103 11.04470722 12.04605237 10.42000599 -0.02136504 9.12200122 8.79560170 12.32637774 9.58964272 7.06608058 11.40225921 6.77951845 10.33997512 10.98002616 10.83036705 14.12780940 11.76018264 7.58964291 10.76855910 10.50462814 13.60227090 11.06242970 5.78893362 11.58497232 11.33589504 10.55179178 10.31233243 6.84898216 13.45105246 11.39989392 4.59332987 9.79239923 11.9063960 10.6497168 3.4380533 9.7964011 12.2321701 10.1929371 14.4563418 9.3720085 7.8146683 8.9328144 9.6988623 8.1634932 14.3380930 8.9687221 6.7795184 11.5670984 8.0257420 7.0607673 11.5172919 10.3579964 NA 8.7385061 12.4161100 9.6980068 9.0674061 9.2465751 9.1522952 9.3240232 7.6224743 6.3449403 9.6807906 0.5635487 5.5332082 8.3095350 1.7859690 9.1770629 6.8241085 10.6233755 12.7213485 11.2188131 11.1059676 10.9530326 5.1485437 3.7335062 7.4006831 11.7152313 11.0975590 5.6651199 10.9288093 11.0250599 7.0500805 1.7859690 10.1251867 12.5703741 10.4426532 9.0845265 NA 10.0058329 9.7442274 10.3585378 7.7891893 10.5216498 TCGA-68-A59J 74 0 NA 448 lung stage ib t2a n0 mx female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 45 1962 r0 white not hispanic or latino NA NA 5 3 4 4 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3462979 11.4695940 -1.3462979 -0.3464813 8.2627892 4.9755385 -1.3462979 6.5358865 -1.3462979 7.9062755 7.1006939 NA 8.2385729 5.0111602 3.4084945 -1.3462979 -0.3464813 0.9755568 0.6892097 NA 7.9800396 11.8854316 9.6571283 4.5843492 8.3592427 2.1130337 10.7774085 0.2385423 4.1454655 -1.3462979 1.4609522 7.2196642 -0.3464813 15.7048820 9.6229970 11.6355343 11.2974666 3.4609653 NA 11.8269752 1.4609522 8.7218378 4.0798730 0.6536104 10.1171348 11.2662785 5.6078067 10.8008153 12.8520508 11.3715010 9.7565113 4.7828908 NA 11.1439599 5.4609653 3.4084945 9.4777736 5.0459278 10.3060072 -1.3462979 8.2043569 6.6308903 4.7621362 2.1130337 0.2385423 6.5724729 1.2385423 -1.3462979 9.6012473 6.7143060 -1.3462979 0.9755568 10.6564254 0.7308356 4.4865020 -0.3464813 6.9497007 0.9755568 4.8824279 8.9901170 -1.3462979 7.2609402 3.8070148 3.2470000 0.0105640 0.4759800 3.6569000 -0.1524700 1.4129000 1.4129000 0.5471800 0.5471800 0.6445100 0.0566550 -0.1901100 -0.0148730 0.2653000 3.6569000 0.6392000 0.0000000 0.0095883 -0.3757200 0.3774300 0.4331100 0.1480100 0.4835400 -0.3399800 0.1466700 0.1466700 -0.3694000 0.4178100 0.4004400 -0.0626290 -0.4203600 -0.3659000 -0.3602900 -1.0697000 -0.3692900 0.0407510 -1.1717000 -0.3893700 -0.3163400 -0.1524700 -0.3466400 -0.3631800 -0.3631800 0.0394780 0.0225850 0.1362800 0.0413170 0.0566550 0.0329860 -0.1901100 0.0768540 0.0768540 -0.3627300 -0.3709800 -0.3802200 -0.3802200 -0.7495900 -0.3717800 -0.3698600 -0.3698600 -0.0037395 0.0104240 0.0251100 1.1839000 -0.4034000 -0.3690600 -0.4794400 -0.3644200 -0.1437400 -0.1437400 -0.4696100 -0.3455000 0.1466700 0.1466700 0.0143300 0.0143300 0.4004400 -0.0552290 -0.0552290 -0.0552290 -0.0626290 -0.380 -0.380 -0.372 -0.372 0.639 0.000 0.000 -0.336 -0.347 0.000 -0.364 0.000 0.000 0.144 -0.340 0.147 0.147 -0.420 0.255 -0.369 -0.369 0.000 0.400 -0.355 -0.355 0.000 0.000 -0.353 -0.353 1.373 0.000 0.000 0.000 0.612 0.000 -0.175 0.000 0.000 0.000 0.000 0.000 -0.380 -0.380 -0.372 -0.372 0.639 0.000 0.000 -0.336 -0.347 0.000 -0.364 0.000 0.000 0.144 -0.340 0.147 0.147 -0.420 0.255 -0.369 -0.369 0.000 0.400 -0.355 -0.355 0.000 0.000 -0.353 -0.353 1.373 0.000 0.000 0.000 0.612 0.000 -0.175 0.000 0.000 0.000 0.000 0.000 9.0491445 7.6507897 -0.3464813 7.5453939 8.2158528 10.0814470 10.7938010 8.6461807 8.9619494 1.4609522 7.6048949 NA 4.6759796 11.3618321 -1.3462979 11.6405012 6.8483676 9.0340715 11.3141501 13.9412867 5.3815291 9.6884093 12.0323116 -0.3464813 11.8597090 -1.3462979 3.8235354 8.5408309 9.8216305 3.7816535 3.1130337 15.2781060 7.6648376 10.0453910 4.2081973 10.9828461 10.2048380 9.958532 12.487093 11.209158 1.460952 8.630890 9.175211 11.402851 8.856958 8.853283 10.499100 7.329568 10.011025 9.166351 13.123761 13.643980 10.440697 6.725073 10.937278 10.178152 14.703140 10.908048 5.235562 12.852051 11.445180 10.607807 10.676672 7.006757 13.731742 13.873762 3.939010 10.456531 10.9687599 11.5241678 2.2385729 9.2033950 11.4695940 10.1776623 13.7725900 9.5469118 8.9075051 7.8896244 9.8973795 9.5438746 15.3412048 7.9062755 7.3295676 11.3394542 6.9109976 7.4673912 7.9573911 11.6683283 NA 7.6592346 10.4805561 7.9664933 9.3687144 9.6229970 6.3540501 6.7880370 7.0672386 2.9015331 9.6472564 3.1130337 6.4990996 8.0329885 -0.3464813 9.3729991 3.2385729 10.8008153 13.4445188 10.3010688 11.1903432 11.3425163 4.7828908 7.2005044 4.9015379 10.9195184 9.7102480 8.1514621 9.4777736 11.6566012 10.8030400 7.3118219 10.3060072 12.0685598 10.4394715 9.0975900 6.6925290 9.5239751 10.4221007 10.2884214 7.1089373 10.4669907 TCGA-6A-AB49 NA 1 NA NA lung stage ib t2 n0 mx female 2009 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 50 1969 rx black or african american not hispanic or latino NA NA 4 1 NA NA 3 3 1 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8346738 1.1569790 NA 7.1681817 NA NA 0.8939058 NA 1.7419199 NA NA -1.4281776 8.3100838 0.8939058 -0.4279835 3.5719923 NA 1.5719680 NA 4.1866986 10.8302632 3.6594565 -1.4281776 8.5174355 NA 12.1275394 NA NA NA NA 9.3092390 -0.4279835 15.2625315 9.9685964 10.7015966 10.7353269 0.1569143 NA 9.9207198 1.3793437 7.4866758 0.5720165 NA 2.5719923 11.5194478 2.8939252 10.1342340 10.8428242 10.9890530 10.5259807 1.1569790 NA 8.0045334 NA -0.4279835 9.5108362 -0.4279835 9.3168255 NA 4.6805157 1.3793437 -0.4279835 0.1569143 0.8939058 5.1569548 NA NA 8.5549852 6.3793472 -1.4281776 NA 4.7419146 -1.0606982 0.8939058 4.3441396 NA NA 1.1569790 6.7863101 0.8939058 7.4788820 -1.4281776 0.00732610 0.00000000 0.51647000 0.05409100 0.53731000 0.95386000 0.52103000 0.06093600 3.65690000 0.51472000 0.51472000 0.52206000 0.52853000 -0.47786000 0.02034300 0.51194000 0.06451100 -0.49256000 0.52923000 -0.54429000 0.00097064 -0.56694000 0.49943000 -0.49496000 0.42957000 -0.04942400 0.91845000 2.56590000 -0.03190500 -0.08666000 0.00732610 0.00732610 0.46058000 0.51647000 -0.52961000 -0.49826000 -0.49693000 -0.49693000 0.05409100 -0.43550000 -0.47776000 -0.47596000 -0.48890000 -0.48577000 -0.48577000 0.96740000 -0.50996000 0.51472000 0.50221000 -0.52553000 -0.49078000 -1.29290000 -0.49214000 0.94618000 -0.52225000 -0.52225000 -0.00455780 -1.07300000 0.02034300 0.01307400 -0.00704560 -0.49256000 -0.49256000 0.50238000 0.02328600 0.02328600 -0.52015000 -0.53133000 -0.04102400 -0.53093000 -0.55757000 0.00180300 -0.06289800 -0.52583000 0.04499900 -0.55767000 -1.21230000 -0.09497600 -0.09497600 -0.09497600 -0.09497600 -0.473 0.000 0.000 0.000 0.447 0.000 -0.493 0.529 0.000 -0.520 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5.945554 10.842824 10.515239 9.100446 11.780378 6.366408 13.416426 9.838193 5.721739 10.157424 10.3016123 9.5071568 -1.4281776 8.0211404 10.8346738 10.4384979 13.5241359 8.4908549 10.0990239 9.6245597 9.1284499 10.1981570 12.1789751 1.7419199 7.2479484 9.9107280 7.4997694 3.3268824 9.2488303 11.3484247 -1.4281776 8.0578212 10.5334414 9.4878710 9.0598317 9.9685964 8.4713484 4.1866986 3.7419199 0.5720165 7.8961719 NA NA 7.5971311 NA 8.5606764 -1.4281776 10.1342340 13.4963402 11.1111505 9.9388602 9.5507022 1.1569790 NA NA 7.5086299 8.8573938 2.0314305 9.5108362 11.3696532 3.6594565 6.7115431 9.3168255 12.9400206 10.8689079 8.5435353 2.9643062 4.1265765 11.4876321 9.8446215 6.9073822 9.7899493 TCGA-70-6722 47 0 NA 367 lung stage iiia t3 n1 m0 male 2010 NA yes 20 lung squamous cell carcinoma- not otherwise specified (nos) NA NA rx asian not hispanic or latino NA NA 2 4 2 1 4 1 3 4 3 3 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.37982107 5.73350620 -0.40258801 -1.98735982 9.05816603 6.21188246 3.59736431 -0.98764587 3.47183776 1.18231092 NA 9.78966161 -0.40258801 6.36113494 0.81974992 0.050534 0.120710 -0.090758 0.282320 -0.104470 2.276100 -0.022606 0.090104 0.090104 3.564300 0.228390 -0.398970 0.251990 -0.096440 -0.052910 0.194660 -0.099472 -0.078011 0.924320 -0.149130 -0.126810 -0.027398 0.354630 -0.065045 0.181470 0.181470 0.175580 0.175580 0.141320 0.096961 -0.101050 0.050534 0.235040 -0.090758 -0.064374 -0.267100 -0.296360 -0.296360 0.277260 0.430920 -0.104470 -0.399080 0.192540 -0.022606 -0.085457 0.090430 0.093040 0.228390 0.228390 -0.430990 -0.038442 -0.381230 -0.392190 -0.069466 0.000000 0.000000 -0.083975 -0.052910 0.067805 -0.155670 -0.099472 -0.078011 -0.078011 -0.127460 -0.417940 -0.126810 0.357240 0.127410 -0.122260 -0.027398 -0.039144 -0.130480 -0.026649 0.181470 0.124910 0.633900 -0.083923 0.056085 0.056085 0.056085 0.056085 0.000 0.000 0.000 0.000 0.195 0.000 0.000 0.462 -0.127 0.264 0.143 0.000 0.000 0.355 0.000 0.181 0.181 0.000 0.000 0.176 0.176 0.125 0.000 0.121 0.000 0.038 0.277 0.312 -0.104 0.000 0.000 0.000 0.000 0.580 0.228 -0.147 0.252 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.195 0.000 0.000 0.462 -0.127 0.264 0.143 0.000 0.000 0.355 0.000 0.181 0.181 0.000 0.000 0.176 0.176 0.125 0.000 0.121 0.000 0.038 0.277 0.312 -0.104 0.000 0.000 0.000 0.000 0.580 0.228 -0.147 0.252 0.000 0.000 0.000 0.000 8.0945554 7.7888390 1.0124256 2.7128379 8.7232128 8.5917220 10.9108187 8.5132483 10.2330868 -0.9876459 6.0513242 -0.4025880 0.3343394 12.2751618 -0.9876459 10.4132857 6.2791927 8.8835414 10.8332394 14.2184476 4.9431431 10.8944761 11.1048331 NA 9.4982355 NA 3.2978077 9.9684194 9.8954314 NA 1.1823109 14.6572483 7.5002460 10.4997439 6.6634585 10.7894560 10.1254973 10.715445 11.499618 10.168173 NA 7.566995 5.753875 12.157224 9.896577 6.928286 11.717175 6.822977 15.198991 7.043073 10.303865 13.450711 11.565195 9.121584 11.084874 8.126148 13.526196 10.784927 3.931986 11.492692 12.596077 10.516977 10.971321 7.009586 12.956974 5.023632 4.260334 9.349471 11.56158929 10.61069148 0.33433944 9.38635896 11.57142478 10.99718075 15.24274509 9.03199695 9.36416268 7.85946335 10.24182601 8.15323585 16.12291507 6.12614897 6.82297737 11.93201450 7.62343087 5.97819105 9.37599360 14.33971330 NA 8.72751039 10.64290090 10.54037189 9.79949259 9.56363388 8.71457902 6.92529570 6.44285892 6.13134666 8.33433452 -0.98764587 0.01235413 9.69144640 -1.98735982 9.44338142 3.22186162 11.24062368 13.30673983 11.35364710 11.44638284 11.54269069 3.26032681 NA NA 12.17739172 10.46747656 4.78058832 11.12158396 11.94120221 6.96950855 6.32981965 10.56363388 11.77945270 10.06429493 10.08654774 NA 9.63216768 9.20740924 10.45249680 7.37872836 10.70087515 TCGA-70-6723 65 0 NA 375 lung stage iia t3 n0 m0 male 2010 NA yes 40 lung papillary squamous cell caricnoma NA NA rx asian not hispanic or latino NA NA 5 2 3 4 2 2 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 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5.61263853 NA NA 8.96504890 2.52591852 2.48710041 NA -0.38741159 NA NA 7.13619959 NA 6.83824713 0.61268276 1.396600 0.671590 0.689240 2.991900 -0.404620 1.223700 0.111550 1.857900 1.581600 3.656900 0.419650 -0.336290 0.615160 -0.412200 3.656900 0.082042 0.152780 0.214990 0.153820 1.159100 0.000000 0.222990 0.757000 0.163400 0.179500 -0.460350 0.227770 -0.451680 0.126230 0.236430 -0.437780 -0.419700 0.671590 -1.022300 -0.488060 -1.292900 -0.398080 -0.398080 -0.398080 -1.051700 -0.404620 -0.404620 -0.404620 -0.411240 -0.411240 -0.434740 -0.425060 0.419650 0.398780 -1.292900 -0.398970 -0.412200 -0.412200 0.800920 -0.412230 -0.719060 -0.405730 -0.467090 0.137470 0.146220 0.109940 -0.426150 -0.426150 2.520900 -0.044359 -0.044359 -0.431270 0.179810 0.480520 0.643590 0.222990 -1.062900 -0.511560 -0.460350 -0.406060 -0.406060 -0.446740 -0.632920 -0.735210 -0.746130 0.236430 -0.406 -0.406 0.137 0.137 0.153 0.153 0.185 0.120 0.000 0.194 0.194 0.987 0.223 0.234 -0.787 -0.298 -0.460 -0.420 -0.065 0.190 0.190 -0.406 -0.447 0.672 0.672 -0.424 -0.424 -1.041 -0.405 -0.411 -0.411 -0.416 -0.416 0.420 0.420 -0.336 -0.236 -0.412 -0.412 -0.167 0.070 -0.406 -0.406 0.137 0.137 0.153 0.153 0.185 0.120 0.000 0.194 0.194 0.987 0.223 0.234 -0.787 -0.298 -0.460 -0.420 -0.065 0.190 0.190 -0.406 -0.447 0.672 0.672 -0.424 -0.424 -1.041 -0.405 -0.411 -0.411 -0.416 -0.416 0.420 0.420 -0.336 -0.236 -0.412 -0.412 -0.167 0.070 6.68588690 9.96099685 NA 7.88410029 8.13096278 10.13717919 10.91394314 8.75965587 8.78506497 6.15695880 7.37861393 NA -1.97256282 11.95573061 -1.97256282 11.16680098 8.18880690 9.52052950 11.31842102 14.95262660 3.02766719 9.90534247 11.19477944 0.02772026 9.11115419 -0.97227974 11.33544501 8.54534447 10.26483712 -1.90184998 NA 14.92077499 7.85739758 9.94131235 4.05004017 11.64019793 11.56124803 10.7821449 12.2384224 11.1927390 0.6126828 8.6624861 10.2927039 9.6881165 9.7181095 5.8605656 10.5588127 7.6497268 15.4030527 7.2588958 13.3452995 13.3857080 13.0626458 5.0389014 11.3794424 7.3176939 13.6076096 10.8408549 5.9955343 14.5979667 10.2251989 10.0078146 11.8879860 7.7246428 14.1920528 12.7037422 4.8090337 10.6814157 10.647207 11.115801 -1.972563 9.667468 11.570586 10.946352 14.788459 10.062474 10.017821 8.151796 10.240171 11.228574 11.562586 9.307286 7.649727 11.823309 6.462303 4.612636 7.513504 12.675920 -1.972563 5.934566 11.649269 9.328600 6.649726 8.901888 5.795860 3.519529 4.822093 2.671520 9.013517 NA 2.275603 7.564893 -1.972563 9.572156 3.934564 11.949330 13.177065 10.716144 11.098802 11.646749 4.027676 3.612636 3.027667 9.628982 10.120102 8.813127 10.427754 12.031105 9.614515 4.535468 10.793375 11.747278 10.018134 8.675134 3.809034 3.275603 8.392040 10.204471 7.890312 10.445000 TCGA-77-6842 79 1 899 NA lung stage iib t2 n1 m0 male 2000 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 22.5 1950 r0 white NA NA NA 6 1 3 1 3 3 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.3840275 NA 7.1878232 8.0096534 3.9483579 2.7784399 5.6113229 0.3633393 3.7326274 1.7784189 5.5333204 8.2941323 11.0551382 4.0263574 NA 2.8658990 -0.2216232 0.7784609 0.3633393 8.1115875 12.2531522 8.7091696 7.7209467 8.7311734 6.3633954 11.0021323 -1.2216232 5.6610740 7.9102889 1.5857798 7.1491201 -1.2216232 14.8309151 9.7340821 11.5640890 11.7692453 3.5333142 NA 11.5116594 5.8337149 9.0212848 4.1359863 NA 9.2460377 12.0131898 4.7120069 11.4605490 13.1172382 10.5466165 10.5777867 4.3330229 NA 9.2672766 NA 4.2046963 10.5329022 6.4004833 10.7560699 2.5857798 7.4788723 9.2161842 6.7032447 -1.2216232 3.2378696 7.2822582 1.3633954 NA 10.4146036 5.0263619 5.6113229 0.3633393 11.4877315 0.7639214 5.5333204 7.5567068 4.9682567 4.3633954 0.7784609 9.4649327 -1.2216232 7.3633945 2.0931207 -0.0545880 0.4646800 0.4646800 0.3790700 0.0023581 2.8268000 2.7707000 0.0172640 0.0172640 0.0000000 0.0000000 -0.3832500 0.7203600 1.4383000 0.1980100 0.3701900 0.3701900 -0.3044000 -0.1652300 -0.1652300 -0.3531600 0.1891900 -0.3668000 1.0232000 0.3201200 0.3201200 0.6734500 0.6734500 0.4114500 0.2842200 -0.0545880 -0.0545880 0.4646800 0.4646800 0.4646800 -0.4086000 -0.4086000 -0.4086000 -0.4086000 0.1349500 0.0081959 0.0283410 0.0127680 -0.3892900 -0.3892900 -0.0117490 0.0269350 0.0000000 0.0000000 -0.4073100 0.4341200 -1.1511000 0.1959000 -0.3565800 -0.1598800 -0.1598800 -0.3255700 0.1980100 0.1980100 0.1980100 0.3701900 -0.3358900 -0.3044000 -0.1652300 -0.3531600 -0.3531600 -0.3473300 -0.3959700 -0.3745900 0.1891900 -0.3740300 -0.7923500 0.0444910 0.3201200 -0.7521000 -0.3590900 0.4114500 -0.3699700 -0.3699700 -0.3380200 0.2211400 -0.160 -0.160 0.198 0.198 0.370 0.370 -0.304 -0.165 -0.353 -0.396 -0.396 -0.185 0.189 -0.367 -0.367 0.000 0.276 0.000 0.000 0.664 0.000 -0.359 0.411 0.465 0.465 -0.399 0.379 0.111 0.000 2.437 2.048 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 -0.357 -0.117 0.221 -0.160 -0.160 0.198 0.198 0.370 0.370 -0.304 -0.165 -0.353 -0.396 -0.396 -0.185 0.189 -0.367 -0.367 0.000 0.276 0.000 0.000 0.664 0.000 -0.359 0.411 0.465 0.465 -0.399 0.379 0.111 0.000 2.437 2.048 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 -0.357 -0.117 0.221 6.4788715 7.7121232 6.1621355 9.9307171 7.1048618 11.0381755 10.2255155 8.4437148 8.9445952 1.3633954 7.0867710 NA -1.2216232 12.2177437 -0.2216232 10.3769501 6.6113229 8.7980230 11.4590906 13.9460464 4.9878847 11.3299001 11.0995148 3.4882708 5.0452202 NA 2.9483579 8.4631810 9.2036377 -0.1106043 1.5857798 13.3505403 7.7470987 10.5785232 5.3175899 10.4767028 9.7297169 10.249091 11.656866 10.142567 NA 10.058623 7.035820 10.928497 10.132130 6.973189 10.104862 7.920539 11.909305 10.484928 11.474095 13.753832 10.574472 9.950860 11.044633 12.965784 12.455050 11.493965 5.309813 13.117238 11.511448 11.697482 10.824874 8.272288 13.601041 10.085633 4.363395 10.375088 11.2800206 13.4463753 -0.2216232 9.3736897 12.3840275 11.8493917 12.3291754 9.3577482 9.3396630 9.0545566 10.7847583 8.9307169 16.3025836 3.7326274 7.9205392 11.3883035 10.0481434 6.0822129 8.9903204 12.0710414 -1.2216232 10.7209467 10.6077585 9.4455438 11.2483284 9.7340821 8.5029459 7.8090993 7.7209467 6.9281796 9.2275808 4.9281808 4.0638308 9.8180368 0.3633393 9.1621365 6.8445212 11.4605490 12.9005322 11.1793117 10.9160638 11.8559156 4.3330229 NA NA 11.4184511 10.2727878 8.9471045 10.5329022 11.9384612 5.6972957 7.7699542 10.7560699 12.0165383 10.3195289 11.7284413 -1.2216232 10.8944512 11.7861305 9.6301812 9.0890450 10.6294003 TCGA-77-6843 74 1 2224 NA lung stage iia t1 n1 m0 male 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1941 r0 white NA NA NA 5 2 3 1 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1344992 0.4131608 0.4131608 7.2502179 5.2875831 NA 6.9565597 NA 9.4575093 10.1123985 2.5285963 3.2875905 7.2916772 5.0760802 1.9980872 0.4131608 6.5423989 0.8281441 NA 7.1900963 11.8493062 9.9848679 6.0760802 8.2814233 -1.1716934 11.0837714 6.3595335 7.1768812 NA NA 6.3200062 2.9156165 14.0668817 9.7982586 12.6124808 11.2659048 2.9980691 NA 12.3256303 NA 9.9797084 3.1500884 -1.1716934 0.8281441 11.6876137 2.0092397 10.9702597 13.3171150 10.5045506 11.4045307 7.0949391 -1.1716934 11.4161645 -1.1716934 4.3827433 9.6119694 2.2875905 10.1141327 0.8281441 10.6531114 6.7647907 1.9980872 -1.1716934 0.8281441 4.3200080 4.5285901 NA 9.2290322 7.0278253 NA NA 11.9361870 2.8380441 1.8281441 0.4131608 1.1501047 1.9980872 1.1501047 7.4465383 -1.1716934 7.8670717 1.4131066 0.5951200 -0.0070576 -0.0342230 3.6569000 -0.0494240 0.0515300 0.0515300 0.0143300 0.0143300 0.0526680 0.1321400 0.5553100 0.0348180 -0.6893300 0.0101460 0.0585090 0.0585090 -0.0384420 -0.6004100 -0.6237000 0.0061090 -0.0215100 0.0206230 0.0206230 0.5110700 0.9287800 0.0174040 0.5732600 -0.6215000 -0.0964400 -0.6678100 -0.6604900 -0.0070576 -0.6294100 -0.0642400 -0.6630900 -0.6896100 -0.6896100 0.7209300 -0.0492890 -0.7089000 -0.6907000 -0.7018100 0.0515300 0.0515300 0.0143300 0.0143300 0.0526680 -0.5572700 -0.7565100 -0.6893300 -0.6893300 -0.6893300 -0.4627000 0.0599840 0.0599840 -0.6462100 -0.0264410 0.0101460 0.5491200 0.0175440 -0.0309500 -0.0309500 -1.2929000 -0.0737430 -0.0737430 -0.0024938 0.0501400 -0.0215100 -0.0215100 -0.0215100 0.0147490 -0.6928700 0.4001100 -0.0173910 -0.0173910 0.0558000 -0.0964400 -0.0964400 -0.0964400 -0.0964400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.511 0.000 0.559 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 -0.626 -0.691 -0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.689 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.511 0.000 0.559 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 -0.626 -0.691 -0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.689 -0.463 0.000 0.000 9.41217562 8.90897018 NA 4.35171312 8.78815452 10.14160266 10.24495019 9.21150069 9.45841974 3.47200679 6.67364263 NA -0.17185590 11.21131694 -1.17169339 10.55309281 7.57634527 8.78234893 11.18986075 15.83388687 3.35171312 10.61196943 11.21347585 0.41316078 8.06177242 NA 3.58303762 8.87117986 10.30489384 -0.03430805 3.73504553 14.74461534 7.82250582 10.69774655 4.52859007 9.94449670 9.10892349 10.203192 11.059374 10.618501 NA 9.747761 7.382742 11.452263 10.065960 8.201018 10.869812 5.150080 10.227420 8.578022 12.758705 13.112760 12.595923 6.359533 11.020446 9.052154 12.178954 11.142736 4.293150 13.317115 12.876214 11.305911 11.548824 5.735043 12.873402 13.736405 1.413107 11.326254 11.305152 10.370701 4.220469 10.539820 11.134499 11.405818 14.435136 10.234889 9.179501 8.025369 10.561168 9.125069 13.328683 9.457509 5.150080 11.822683 6.883435 9.782349 6.037606 11.129363 NA 6.507633 11.323758 8.645136 7.468398 9.798259 6.888849 4.413113 3.635511 2.998069 9.094939 1.635522 5.710795 10.461602 -1.171693 9.909636 2.998069 10.970260 13.357461 10.775790 11.719747 11.583249 7.094939 4.500579 NA 9.372151 9.811146 3.998078 9.611969 11.852253 11.701981 6.805433 10.114133 11.160469 9.741790 8.638724 2.998069 7.233294 7.201714 10.367312 9.150081 10.855022 TCGA-77-6844 74 1 2284 NA lung stage iiia t3 n1 m0 male 2002 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 45 1942 r0 white NA NA NA 4 1 4 2 1 1 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.40097827 -1.55766688 2.02711866 7.32784991 NA 1.02708326 4.52961483 -1.55766688 9.79088181 5.48654706 1.24950602 6.37289117 1.90157169 9.06328991 NA NA 1.24950602 -1.55766688 0.02715405 7.55849801 11.87586955 8.70071991 6.42514707 9.35579111 0.76409133 13.92294393 1.44217385 -1.55766688 NA -0.55787924 8.56627518 1.02708326 14.09779540 9.90414461 12.27869726 12.79336905 3.76408071 0.44212076 11.63151499 NA 9.13850400 3.76408071 -1.55766688 1.90157169 11.99469554 4.25105250 11.28470053 13.60015901 11.21095833 10.32275504 5.31251997 NA 9.02335433 NA 3.65160282 10.51059616 4.65160856 10.12821645 -1.55766688 8.20037684 5.94200067 4.91788521 NA -1.55766688 4.74593646 0.44212076 NA 9.83124722 6.07877846 -0.55787924 NA 8.39343851 NA 3.72756110 1.44217385 1.44217385 3.65160282 0.44212076 8.21694079 NA 7.41082019 1.84269730 0.0043481 -0.0016629 -0.0016629 0.5974600 -0.0132350 2.4890000 2.5589000 0.0000000 0.0000000 -0.0063668 -0.0063668 3.6569000 0.5780900 -0.6425200 0.0047190 0.0049139 0.0063871 -0.0224690 -0.6356600 0.0079175 0.0150280 0.0256710 -0.0078863 -0.0078863 0.0097317 0.0218840 0.4909600 0.0183830 0.0322810 -0.0944600 0.0114000 0.0043481 -0.0016629 -0.0016629 -0.0016629 -0.6404600 -0.6371800 -0.6371800 0.5974600 0.0199230 0.0045800 -0.0180780 -0.0180780 -0.6396300 -0.6396300 0.0076392 0.0000000 -0.0063668 -0.6433000 -0.6465000 -0.6425200 -0.6425200 -0.6425200 -0.6425200 -0.0030475 -0.0030475 -0.0030475 -0.6288400 0.0047190 0.0047190 -0.0033138 -0.6419800 -0.6419800 -0.6356600 0.0150280 0.0150280 0.0104240 0.8400200 -0.6307400 0.0256710 -0.6108500 -0.0078863 0.0097317 0.0218840 0.2028900 0.2028900 0.0322810 -0.0802750 -0.0802750 -0.0802750 -1.2202000 0.000 0.000 -0.602 0.000 0.000 0.000 -0.620 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.000 0.203 0.000 0.000 0.000 -0.640 -0.043 0.000 0.000 2.559 1.919 0.000 0.000 0.000 0.000 -0.068 0.578 -0.634 -0.634 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 -0.620 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.000 0.203 0.000 0.000 0.000 -0.640 -0.043 0.000 0.000 2.559 1.919 0.000 0.000 0.000 0.000 -0.068 0.578 -0.634 -0.634 0.000 0.000 8.9239532 7.7229243 0.4421208 8.7089404 6.0932052 9.9529178 11.1251483 8.3399992 8.6637410 2.8344685 8.1987102 -1.5576669 -1.5576669 11.2117850 -1.5576669 11.1704995 7.3369715 8.4865479 11.0564035 14.5972684 4.3490468 10.4641747 11.7932310 3.8623621 7.6900811 -0.5578792 9.7407891 9.5116034 10.1542465 NA 1.7640913 15.1473001 7.1425932 8.8182792 5.5610939 11.1628255 8.9657156 10.0499464 11.9526707 10.5775424 NA 10.0596212 9.0494840 11.3152133 10.2587374 7.2970217 10.7456491 7.9813127 11.8506029 11.7308756 10.6951147 13.9023856 10.9214287 6.1700733 10.8272072 10.7393566 12.6937101 11.4359767 3.7393405 13.6001590 12.0597360 10.7407891 10.8169216 7.3369715 13.0615272 11.8831526 0.4421208 12.9768214 10.9287374 11.2523236 1.6120694 8.9229438 12.4009783 10.8350077 14.8817889 8.9087400 10.0148492 8.0195824 9.6083167 8.2829318 14.3973041 9.7908818 7.9813127 11.8673696 7.4336756 5.8933646 8.6888944 10.5052117 NA 7.7886674 10.1903466 8.5714368 7.8663201 9.9041446 10.1726239 5.9259686 5.8767821 5.9735355 9.4596580 NA 1.0270833 8.6170795 -0.5578792 8.8451657 1.7640913 11.2847005 12.6152843 11.2507158 10.7914350 11.0082078 5.3125200 1.2495060 2.7640913 10.2041204 11.1456248 5.7908815 10.5105962 11.6911190 5.3369724 4.9340069 10.1282164 11.6119222 9.7159493 8.2349439 NA 9.4652150 10.0191245 10.1615426 6.6757736 10.8005302 TCGA-77-6845 69 1 708 NA lung stage iib t3 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 51 1952 r0 white NA NA NA 5 2 2 5 2 2 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.00300849 11.28942108 NA 0.47943753 8.77866001 6.69861994 4.90571673 5.10880879 -0.52056247 9.13140068 2.38634193 NA 8.56293155 1.80136563 3.38634193 0.80140702 NA -1.52035553 0.47943753 NA 6.97130558 12.21775545 5.84577354 2.64938553 8.67666868 0.06446902 10.07424317 NA NA NA -1.52035553 4.12331028 7.42196634 11.48067374 9.87552160 11.51631246 11.76557656 4.12331028 NA 11.30162451 4.36209812 8.44597205 2.17989317 NA NA 11.04266260 3.07100749 11.74110627 12.51016313 11.30301828 10.66147074 2.28679245 -1.52035553 10.25259129 -1.52035553 3.12330200 10.75237337 1.64938553 10.72678618 -1.52035553 7.75091530 3.87176481 4.28680724 NA -1.52035553 5.65936232 NA -1.52035553 9.47168233 6.82817965 -1.52035553 NA 8.07377686 0.82993072 0.47943753 1.28682202 4.28680724 0.06446902 NA 7.94501828 3.87176481 8.15187758 -0.52056247 0.85146000 0.41915000 0.41915000 3.65690000 -0.05603800 1.29640000 -0.53134000 -0.02068700 -0.02068700 0.68421000 0.68421000 -0.52716000 0.47049000 -0.51620000 1.19280000 -0.00166290 -0.51135000 0.28725000 0.17724000 2.13530000 -0.00733390 0.43344000 -0.76860000 -0.01752900 1.12680000 2.74990000 1.22930000 0.44172000 1.24720000 0.43142000 -0.46472000 -0.50443000 1.04490000 0.41915000 -0.56843000 -0.41608000 -0.41608000 -0.41608000 0.48131000 -0.53236000 -0.05603800 0.89467000 -1.08440000 -0.53134000 -0.51805000 -0.01216200 -0.03517600 0.68421000 0.61444000 -0.56097000 -0.52420000 -0.52420000 -0.52420000 -1.03480000 -0.57600000 -0.53002000 0.00430210 -0.29662000 1.19280000 1.16190000 -0.00055444 -0.52338000 0.58037000 0.17724000 0.48630000 -0.51105000 -0.50991000 0.48423000 -0.51733000 0.43344000 -0.50857000 -1.10040000 -0.48260000 -0.48208000 1.14470000 -0.02109800 0.16565000 -0.61399000 -0.59847000 -0.51043000 0.43142000 -0.530 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.517 0.430 1.156 0.000 -0.483 -0.483 0.000 0.558 0.442 0.442 0.000 1.247 0.419 0.419 -0.400 0.481 -0.532 -0.532 0.446 0.000 0.000 0.000 0.684 0.684 -0.490 0.000 -0.494 -0.494 -0.510 -0.079 -0.530 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.517 0.430 1.156 0.000 -0.483 -0.483 0.000 0.558 0.442 0.442 0.000 1.247 0.419 0.419 -0.400 0.481 -0.532 -0.532 0.446 0.000 0.000 0.000 0.684 0.684 -0.490 0.000 -0.494 -0.494 -0.510 -0.079 8.77062260 7.83920190 -0.52056247 2.56691255 4.00301748 7.07936531 11.01205147 8.99465920 8.83370130 3.72737594 7.44234805 -0.52056247 NA 11.10903630 0.47943753 10.18422028 6.70345374 10.07796983 11.05325303 15.45863158 5.20737361 10.44415394 10.68157585 -0.52056247 9.29403459 NA 5.16595212 9.75732050 10.70345071 -1.42275246 0.06446902 14.40500647 8.56558842 9.73448067 3.68890768 10.43328467 9.65687155 9.862076 12.981600 10.465294 NA 9.613878 8.890963 11.219444 9.413143 9.565588 10.003994 8.655625 13.213080 10.148337 13.320132 13.258966 11.234548 4.003017 10.525212 9.583396 12.806233 10.309967 5.623194 12.510163 10.321016 9.860454 10.722328 7.556268 14.088210 12.708271 4.234340 10.141675 11.408155 9.580114 -1.520356 9.399060 11.289421 10.443432 14.513583 9.682800 9.110302 8.217544 9.965784 10.129606 12.893873 9.131401 8.655625 11.281766 8.051205 4.746238 5.963268 11.036437 NA 7.003014 11.142120 8.071909 7.922395 9.875522 7.792335 3.837005 2.479463 4.669276 8.202260 5.938883 1.286822 8.207373 1.479438 9.019580 5.629199 11.741106 14.011656 10.032121 10.951127 12.206415 2.286792 NA 9.330420 10.281160 9.574190 4.587977 10.752373 11.542173 7.158932 6.787792 10.726786 11.611148 9.744481 8.012782 -1.520356 6.398314 7.500432 9.573530 8.840299 10.095541 TCGA-77-7138 67 1 340 NA lung stage ib t2 n0 m0 male 1999 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1959 r0 NA NA NA NA 2 4 NA NA 1 1 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.92771879 NA NA 7.45046814 NA NA 2.29666297 -1.61043319 9.30041525 4.11769504 -1.61043319 8.10573464 7.56719176 4.59922852 NA 4.65655929 NA -0.02532386 NA 6.95582657 10.43245776 6.33228724 -0.02532386 9.06572955 1.84919865 12.01468209 -0.61021295 NA NA 0.38978705 6.84098306 0.38978705 13.73524627 10.34614858 10.00815785 11.73309695 4.76481322 NA 10.32677832 4.19712625 8.45978610 0.71167110 NA -1.61043319 10.00111076 3.81603644 11.29553547 11.22712830 10.62279284 10.16670302 3.19712625 NA 9.89210698 3.24776045 -0.02532386 11.56360566 2.09020983 7.80762476 -0.61021295 8.92699093 3.91332986 1.84919865 NA -0.02532386 6.03362783 NA NA 9.16455953 7.78423502 NA -1.61043319 9.56843727 -0.24845059 0.71167110 -0.02532386 -1.61043319 2.19714198 NA 7.93473704 5.37845613 7.65186755 -0.61021295 0.2407800 0.3738000 -0.0956480 0.8756700 0.0000000 3.5447000 0.3672300 0.3947900 -0.0053992 1.5541000 -0.0988140 -0.3734700 0.3966200 0.3438800 0.1623500 -0.1186100 -0.1186100 0.8437600 0.2033500 0.2149900 0.0244080 0.4034400 -0.0295840 -0.0295840 0.3433900 0.3433900 0.5009900 0.5009900 -0.1343200 2.9568000 -0.0916840 -0.0907070 0.3385300 -0.1053900 -0.0956480 -0.1942500 -0.1942500 -0.1942500 0.8756700 0.0000000 0.0000000 0.0000000 -0.2837000 0.3672300 0.3946300 0.3967800 -0.0094046 -0.0661180 -0.1035500 -0.3734700 -0.3977600 -0.3666900 -0.3666900 -0.0049844 -0.3545300 -0.3545300 0.0540910 0.1533800 0.1623500 0.0879690 -0.1186100 -0.3614700 -0.3551000 0.2387600 0.0176840 0.0147490 0.4004400 0.2845900 0.0179630 0.3744200 0.3461600 -0.0639720 -0.1378100 0.3433900 -0.3588600 0.0118180 -0.1343200 -0.2438700 -0.2438700 -0.2438700 -0.2334900 -0.355 -0.355 0.162 0.162 -0.119 -0.119 0.000 0.215 0.000 0.000 0.000 0.000 0.328 0.000 0.000 -0.138 0.206 0.241 0.241 0.501 0.501 0.000 -0.134 0.339 0.000 -0.194 0.876 0.000 0.000 0.367 0.367 0.000 0.000 1.450 -0.104 -0.360 0.000 0.000 0.000 0.219 0.463 -0.355 -0.355 0.162 0.162 -0.119 -0.119 0.000 0.215 0.000 0.000 0.000 0.000 0.328 0.000 0.000 -0.138 0.206 0.241 0.241 0.501 0.501 0.000 -0.134 0.339 0.000 -0.194 0.876 0.000 0.000 0.367 0.367 0.000 0.000 1.450 -0.104 -0.360 0.000 0.000 0.000 0.219 0.463 6.26628994 7.96531158 -1.61043319 7.15132408 7.09021195 6.64243732 11.36705234 9.13292380 10.39960104 1.19711051 8.33375244 -0.02532386 -0.02532386 12.14591171 -0.61021295 9.97332527 6.41213962 8.11257973 10.93436744 14.15090806 3.14466640 11.34360508 10.87005773 2.38975953 11.67358425 NA -0.61021295 9.48648089 10.28458643 NA 0.97474955 15.33933698 9.15049240 9.49698955 3.03363443 9.59922573 9.92796132 9.160436 11.649221 10.193903 -1.610433 9.741816 10.615883 11.845870 9.678639 10.240741 10.763453 6.482529 13.618434 3.944362 12.112900 14.295653 11.753086 6.608941 10.492732 7.107449 13.387702 10.422507 7.614691 11.227128 11.612265 9.851763 10.588524 6.104018 15.525125 5.944362 1.389787 9.203554 10.53092158 9.92456164 -0.61021295 10.26167760 10.92771879 10.92723352 14.67530016 8.35266850 9.46227343 8.76915087 11.39662089 9.81236281 14.64378604 9.30041525 6.48252887 11.72990067 6.86144800 4.97473579 8.06042844 11.70421405 -0.61021295 6.33228724 11.47474686 9.83116043 8.94532005 10.34614858 7.65421497 6.79065216 3.94436185 3.14466640 8.64125483 NA -0.61021295 7.17440742 -0.02532386 8.84201368 4.78208875 11.29553547 14.14716242 10.89409487 11.89198267 11.49404353 3.19712625 NA NA 10.13250294 9.64066286 2.78209399 11.56360566 11.35140296 4.09020983 7.19390379 7.80762476 12.48591102 10.31532689 8.98129470 -1.61043319 5.47723370 8.22487523 9.79171853 7.79278444 9.71620196 TCGA-77-7139 56 0 NA 4261 lung stage iib t2 n1 m0 male 2002 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 2 1968 r0 white NA NA NA 5 2 3 1 2 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3455991 NA 1.3173041 8.3818488 7.1894233 3.9022569 8.0966329 0.8318772 9.4070325 8.8564570 NA 8.0740927 3.6798629 5.0798005 NA NA 1.5099491 1.8318772 1.5099491 8.1024004 11.7620174 11.5290128 6.7999628 8.3189074 1.0949116 11.4367953 -0.4900509 1.6798741 NA 1.0949116 5.3301209 2.3173041 13.3368379 9.8028401 10.7805307 12.2577168 2.9022666 NA 12.2216104 0.5099491 8.0925558 1.6798741 NA 1.5099491 10.5537294 1.8332949 11.4561186 13.5815239 9.1761674 9.4571566 5.0335067 NA 9.5412999 -0.4900509 3.0335111 10.0883160 3.7578660 11.0984238 1.3173041 9.6804944 5.0645337 3.4641455 NA NA 5.9362092 2.5974120 NA 8.9897237 5.4168330 NA NA 10.2941693 1.2059555 3.7953410 NA 0.5099491 NA NA 8.5309232 NA 7.7602416 0.5525738 0.4408800 1.3272000 0.0062481 1.9022000 -0.4709300 0.4283900 0.4283900 0.0198210 0.0198210 0.0270760 0.0634300 2.4779000 1.0214000 0.9975800 -0.5069700 0.4052700 0.0509610 -0.4960000 -0.4764900 -0.5234800 -0.2668500 1.3549000 0.0393370 0.0393370 0.3673900 0.3673900 0.4970100 0.4970100 0.4728900 -0.0529360 -0.4865000 -0.4752200 0.4429100 0.0062481 -0.0502350 -0.5104600 -0.5023500 -0.5023500 0.9795600 -0.5800900 -0.4709300 -0.4709300 -0.4749300 -0.4868200 -0.4958900 0.0267950 0.0230000 0.0270760 0.0011093 -0.5962400 0.0458490 0.0458490 0.0458490 0.0252500 -0.1583500 -0.1583500 -0.1583500 -0.5016900 -0.4837600 -0.5207200 0.0509610 -0.4960000 -0.4960000 -0.3679300 -0.2668500 -0.2668500 -0.4778600 -0.1766400 -0.5249100 0.5183900 1.3549000 0.0393370 0.3673900 -0.0607480 0.1437000 0.1437000 0.4728900 -0.0097357 -0.0402090 -0.0402090 -0.0529360 -0.158 -0.158 -0.482 -0.481 0.000 0.000 -0.496 -0.476 -0.267 -0.461 -0.461 -0.525 0.518 0.000 0.000 0.367 0.000 -0.475 0.441 0.497 0.497 0.144 0.473 0.443 0.443 -0.492 0.488 -0.471 -0.471 -0.058 -0.487 0.000 0.000 0.000 0.000 0.425 1.021 0.000 0.000 0.000 0.000 -0.158 -0.158 -0.482 -0.481 0.000 0.000 -0.496 -0.476 -0.267 -0.461 -0.461 -0.525 0.518 0.000 0.000 0.367 0.000 -0.475 0.441 0.497 0.497 0.144 0.473 0.443 0.443 -0.492 0.488 -0.471 -0.471 -0.058 -0.487 0.000 0.000 0.000 0.000 0.425 1.021 0.000 0.000 0.000 0.000 9.3593485 8.0797989 NA 6.1964438 6.2378639 10.3071996 9.9861832 7.4699454 8.8806307 -1.4900509 6.3864609 NA 2.2103889 12.1571769 1.6798741 10.3329124 8.1894233 9.4451084 11.3575038 14.0875787 3.3173041 9.6879857 10.9510720 1.0949116 11.6792421 1.6798741 2.5974120 8.7976443 10.5556963 0.2541102 2.9693808 16.1574299 8.2086480 10.0359535 4.6997682 10.2789547 8.1264923 9.918804 11.042056 9.680494 NA 9.821692 9.150188 11.922249 9.707774 8.686117 9.987702 7.797656 8.864182 8.578722 11.081696 14.589136 10.616833 5.392585 10.461957 6.532311 12.512231 11.360326 5.097758 13.581524 10.011283 8.889322 11.200378 7.206911 13.989923 14.083620 3.867491 12.350328 11.14792666 10.18369406 0.09491165 8.96629779 10.34559907 11.33211584 13.37020448 10.43438480 9.78770148 9.23189700 9.63018120 9.66412867 13.67127212 9.40703254 7.79765569 10.91561673 8.30273350 6.58675874 7.50994361 9.90279746 -1.49005085 7.41081002 12.17416841 9.53231111 6.29130333 9.80284009 8.24465306 5.68985265 5.55433713 3.83186711 8.51837187 NA 6.14656766 7.54886274 1.83187724 9.11819826 2.09491165 11.45611864 13.73767212 10.37760825 7.15018799 11.28904712 5.03350670 0.50994915 NA 10.70069399 8.83861840 3.79534097 10.08831601 11.64933487 9.57939307 6.31729864 11.09842377 12.87346218 10.33211579 8.73153050 1.50994915 9.98009387 8.16361244 10.31003434 7.55706693 10.24845787 TCGA-77-7140 69 1 632 NA lung stage iib t2 n1 m0 female 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white NA NA NA 5 2 NA NA 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.4165772 10.7766478 NA 2.0428544 7.9991725 8.6575718 4.0096965 3.2838773 NA 9.8809200 8.4445172 0.5834228 10.6612476 3.2838773 4.6278228 -0.4165772 0.1683853 NA NA -0.4165772 7.6997744 10.8837830 6.6548923 6.5434325 7.6278242 -1.4165772 10.4763527 -1.4165772 2.1683853 NA -1.4165772 4.9584715 -0.4165772 12.7787250 9.7197808 10.8449377 10.9762845 4.8122466 NA 11.6127177 -0.4165772 8.5787172 2.7533478 -1.4165772 11.6911379 9.6092414 2.8313503 11.5408953 14.5602845 11.9789646 10.5035377 4.6057965 NA 10.0060208 3.5376315 -0.4165772 9.5728249 2.1683853 9.5477714 -0.4165772 8.5876508 3.0428544 2.1683853 NA NA 5.7633399 -1.4165772 NA 9.6264578 3.7533585 -1.4165772 NA 11.9151872 -1.4165772 1.7533478 -1.4165772 -1.4165772 1.1683853 -0.4165772 8.4429651 NA 6.1303255 -0.4165772 0.5062000 1.5125000 2.1962000 1.9939000 1.3413000 -0.0071958 0.5397700 -0.0418380 -0.0524460 1.1868000 0.1451800 -0.0584620 0.6525900 -0.0391220 -0.0467180 2.7697000 0.5645400 -0.7005500 -0.0479070 0.9530400 2.4937000 0.5738000 0.5718400 2.5764000 -0.0785440 -0.0571160 2.1800000 1.0561000 1.0105000 1.5404000 -0.0362650 -0.0754780 -0.7106900 1.1549000 -0.0672310 -0.0193140 -0.0193140 -0.0193140 0.6349900 -0.0304040 1.3413000 -0.1711900 -0.1711900 -0.7314300 -0.7122800 -0.2915400 -0.0641060 -0.0377620 -0.0319050 -0.7486400 0.5455900 -0.0502350 -0.0502350 -0.0391220 -0.6887000 0.6255100 -0.7224300 0.0042185 0.6318900 -0.6880600 0.4483200 -0.0595380 -0.7144400 1.0214000 0.4880200 0.5088000 -0.0197260 -0.0275350 -0.0373540 0.5684500 1.1167000 0.0000000 -0.0580580 0.4488400 -0.7227900 -0.0370820 0.0610790 -0.8552000 -0.3927400 0.2044200 0.8704600 0.000 0.000 0.000 0.000 0.565 0.565 -0.663 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.469 0.469 2.180 1.111 0.000 0.949 0.000 0.000 0.377 0.377 0.000 0.000 0.000 0.000 0.000 0.000 1.053 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.000 0.000 0.565 0.565 -0.663 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.469 0.469 2.180 1.111 0.000 0.949 0.000 0.000 0.377 0.377 0.000 0.000 0.000 0.000 0.000 0.000 1.053 0.000 0.000 0.000 0.000 0.000 0.225 0.225 9.0459327 8.1148121 -0.4165772 5.9671340 5.6708941 8.9266162 10.1622749 8.4553359 9.4390777 0.5834228 4.6708913 -1.4165772 NA 11.8449378 NA 11.6290195 9.1721452 8.5791975 11.2492482 13.7136792 0.1683853 10.6745352 10.0802842 NA 8.6016308 -1.4165772 4.5607088 9.4012136 9.9895877 NA -1.4165772 15.2760732 8.2164258 9.3827120 4.4163196 11.4343986 8.5419833 9.3964100 12.1608593 9.9098599 NA 9.7204216 9.2469885 11.5002430 8.6508647 6.4476172 10.0237805 7.6468258 11.0317972 9.3316233 12.8909871 13.7918935 12.3578057 5.1981405 11.9184020 6.1683933 12.6467413 10.8025990 5.2841476 14.5602845 11.4582197 11.1101742 9.8396392 6.4414121 14.1027138 12.9172846 0.9053509 10.2281881 11.2743014 11.3871580 -0.4165772 8.3956078 10.7766478 11.6250896 14.7462147 9.2082258 10.1465696 8.7831027 10.2500983 10.4063995 13.4135990 9.8809200 7.6468258 10.5222749 6.8734490 5.8872109 5.8218352 12.1170035 NA 6.7831030 11.3512011 9.2890628 6.6548923 9.7197808 8.7255374 3.2272790 3.5376315 5.7023722 9.7049639 0.9053509 7.3383183 8.7744896 NA 9.5528170 2.9757402 11.5408953 13.5550638 11.0402982 9.3383179 10.9652437 4.6057965 6.5259451 NA 11.2832198 9.5104677 5.0096965 9.5728249 11.5321627 11.3107128 1.5834228 9.5477714 12.8480930 11.1351387 7.9906979 -1.4165772 6.4226350 6.9187762 10.0341263 7.5520973 9.2673024 TCGA-77-7141 64 0 NA 15 lung stage ib t2 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 70 1953 r0 white NA NA NA 5 2 3 1 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.2113238 11.3397920 -0.7886139 -1.7888632 8.1523619 3.7031672 1.5332643 4.6036323 1.0186342 1.2113238 8.7240547 -0.7886139 5.1182060 3.0186698 2.7962863 2.7348722 -1.7888632 0.2112614 0.5332643 NA 8.3949497 11.4306341 11.5939383 6.1770986 8.3887337 1.5332643 9.2509187 2.0186698 4.8837381 2.7348722 6.3250572 8.0218861 8.2665968 13.3098740 9.0724011 10.6081866 12.0478578 5.0939573 1.2113238 10.9877473 2.6036204 9.4538095 1.7962655 0.5332643 3.9117587 11.1978034 4.0023425 12.1457423 12.7814647 11.2784125 10.2305227 5.6121932 3.1182102 10.8037714 -1.7888632 5.8479393 11.1198945 4.1885908 10.4961383 0.7962655 9.5047860 6.0568046 5.8623671 -1.7888632 1.7962655 5.2774046 -0.2037345 -0.7886139 9.6635556 6.0186698 -0.2037345 0.2112614 10.6362679 1.0890913 3.2557122 1.0968690 2.2113238 1.7962655 2.6036204 8.5993316 -0.7886139 8.3146023 2.2987756 0.7781000 1.0891000 -0.8227700 3.6569000 -0.1830000 0.4126200 0.4126200 0.1913200 0.0036076 2.1870000 0.6579200 -0.4172900 1.0599000 0.3378800 0.4169700 0.4789000 0.0995790 -0.2538200 0.5868600 -0.2668500 0.5238000 0.1358300 1.9139000 0.0000000 0.4144600 1.1490000 1.3069000 0.2883400 0.2462200 0.1802600 -0.3604500 -0.3604500 1.0891000 0.0198780 -0.2186100 -0.3598800 -0.3598800 -0.3598800 1.2261000 -0.0956480 -0.1830000 -0.2996900 -0.2996900 -0.5139300 -0.5139300 -0.3131700 -0.3414000 0.7989800 0.6579200 -0.4836400 2.0189000 -1.2929000 -0.1592600 0.2292600 -0.2770300 -0.2770300 -0.0810020 -0.3867200 0.4347900 1.2814000 0.0769980 -0.2538200 -0.2538200 -0.3892900 -0.4330400 -0.3960300 -0.0361290 -0.3055000 -0.4192600 0.5725500 0.1234900 -0.3373300 -0.0598070 -0.4419900 0.0981240 -0.3560600 0.2462200 -0.3562400 -0.3562400 -0.1222200 0.2675000 0.000 0.000 -0.387 0.435 0.324 0.000 -0.254 -0.267 0.140 0.000 0.000 -0.283 0.136 0.000 0.000 0.414 0.414 -0.360 0.406 0.288 0.288 -0.283 0.246 1.051 0.000 -0.012 1.065 -0.183 -0.183 0.149 -0.514 0.191 -0.110 0.000 0.608 0.643 1.060 -0.133 0.096 0.000 0.000 0.000 0.000 -0.387 0.435 0.324 0.000 -0.254 -0.267 0.140 0.000 0.000 -0.283 0.136 0.000 0.000 0.414 0.414 -0.360 0.406 0.288 0.288 -0.283 0.246 1.051 0.000 -0.012 1.065 -0.183 -0.183 0.149 -0.514 0.191 -0.110 0.000 0.608 0.643 1.060 -0.133 0.096 0.000 0.000 8.9434818 7.8801994 NA 8.2419812 6.5556107 9.4769292 10.2120186 8.9925019 9.2800926 3.9392360 6.2225418 NA -1.7888632 11.6873010 0.7962655 10.6146699 6.8075043 9.3949497 11.4063973 14.5747133 5.4011389 10.1731257 10.8151724 2.8094350 9.7086671 NA 6.8978152 9.0081650 10.3302457 0.5158134 6.1420519 15.2344080 7.7925151 10.1734873 4.9527808 11.3248937 8.4485244 10.3221239 11.7171258 10.6230901 -0.7886139 9.8315342 6.8075043 11.4441849 10.1796211 8.1151961 10.4431354 7.9893917 12.7168740 9.8301586 12.9785159 13.4227083 12.6598178 5.1301772 11.0503212 9.5150950 13.0325900 11.0280980 5.3538314 12.7814647 13.6101582 10.0992964 12.2632879 7.8296999 13.3239077 12.4888923 4.9255580 10.2031904 11.5935330 11.3024191 4.7191068 8.9108867 11.3397920 10.8646072 13.8358233 9.9979924 8.8019295 8.9662017 9.7859078 9.5416711 14.1057058 1.2113238 7.9893917 11.3885781 6.1182040 7.1971557 8.5776365 11.8794237 0.5332643 7.7868538 11.2093757 8.9152179 8.2516041 9.0724011 7.6768809 6.1655100 5.5422302 5.6121932 9.1545617 6.3661316 5.4874381 8.9984006 NA 9.1763771 4.5511653 12.1457423 13.1981341 10.4023735 11.1118038 11.2056677 5.6121932 1.5332643 7.6501061 10.2211429 9.7920439 5.8479393 11.1198945 12.0530752 9.6625254 6.5732579 10.4961383 12.4753170 10.0190717 8.8204930 NA 6.9082821 8.1035837 9.8596719 7.7773684 10.3168955 TCGA-77-7142 59 0 NA 2227 lung stage ib t2 n0 m0 female 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 52.5 1959 r0 white NA NA NA 5 3 1 2 2 1 4 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5274442 0.1467855 1.1467855 8.9039150 2.2622828 1.1467855 6.4683699 0.5618882 2.6492935 6.0212709 -0.4381118 8.9050259 3.5160404 4.1765462 0.8837772 NA 0.8837772 4.1280459 0.1467855 8.1430408 11.9673806 8.3233917 2.7317698 8.0416203 2.7317698 8.6716709 6.4322045 4.0853992 NA 2.6492935 5.4073290 -0.4381118 14.8522883 8.6399911 10.8103608 11.1364338 3.4198220 NA 10.6306185 0.5618882 9.6357408 1.8837772 -0.4381118 NA 11.1574917 3.8513093 11.3083546 13.5258607 10.5240133 10.4134136 4.3947336 -0.4381118 11.2016331 NA 5.4566583 11.3163102 4.6493050 10.5526533 3.8837674 9.9011336 6.8792524 7.4984783 0.8837772 -1.4383073 5.4807046 -1.4383073 1.3692152 10.8877078 5.3033059 0.1467855 -1.4383073 11.6741168 0.6761771 4.5391216 2.5618393 8.2738856 3.9193878 2.1468181 9.5290664 0.1467855 8.0151111 1.7317480 -0.00013862 0.59908000 0.67085000 2.87960000 -0.34641000 1.32260000 0.18844000 0.26357000 0.26357000 -0.33779000 1.09750000 -0.02958400 -0.03013100 0.04698400 0.27963000 1.73320000 0.15218000 -0.03573000 0.27663000 -0.31587000 -0.01161100 0.27663000 0.02132300 0.02132300 0.13583000 0.42519000 0.70701000 0.36313000 0.96535000 -0.22465000 -0.30944000 -0.00013862 0.62715000 -0.00498440 -0.37214000 -0.34653000 -0.34653000 -0.34653000 0.10774000 -0.34641000 -0.34641000 -0.34641000 -0.34641000 -0.35442000 -0.35442000 0.01293400 0.26357000 -0.02042600 -0.03939400 -0.67839000 -0.36090000 -0.97523000 -0.33156000 0.04698400 -0.24107000 -0.24107000 0.21054000 0.18253000 0.26451000 -0.34159000 0.01712400 -0.34561000 -0.34691000 0.27821000 -0.03572100 -0.01161100 -0.32217000 -0.32422000 -0.33549000 0.25246000 0.27663000 -0.32484000 0.13583000 -0.37988000 -0.02985700 -0.02985700 -0.30334000 -0.25213000 -0.25213000 -0.25213000 -0.22465000 0.211 0.211 0.190 0.190 1.397 0.152 0.000 0.277 0.000 -0.324 -0.324 0.252 0.252 0.000 0.000 0.136 0.136 0.000 0.000 0.152 -0.211 0.000 0.000 0.599 0.599 -0.239 0.208 -0.346 -0.346 0.028 -0.354 0.220 0.220 -0.338 0.000 0.000 0.000 -0.310 0.000 -0.252 -0.252 0.211 0.211 0.190 0.190 1.397 0.152 0.000 0.277 0.000 -0.324 -0.324 0.252 0.252 0.000 0.000 0.136 0.136 0.000 0.000 0.152 -0.211 0.000 0.000 0.599 0.599 -0.239 0.208 -0.346 -0.346 0.028 -0.354 0.220 0.220 -0.338 0.000 0.000 0.000 -0.310 0.000 -0.252 -0.252 10.3033072 7.7367659 -1.4383073 5.6171221 5.9881052 9.9530839 10.8599028 9.5102513 8.8368009 3.3692012 6.7565977 -1.4383073 -0.4381118 12.0894394 2.6492935 10.5062229 6.7467158 8.2709241 11.0999637 14.2745553 4.3167250 11.3179795 11.3429950 -1.4383073 9.1533625 NA 2.0212665 9.3907700 9.0047112 0.5904344 4.6062349 15.6083888 8.5800403 9.5269029 4.9016923 11.2954912 9.8168688 11.735830 10.982327 10.662503 NA 9.886021 9.161753 11.159893 9.516037 7.646649 10.951203 6.781008 11.023051 10.269631 9.966450 13.168245 12.384112 7.359502 12.303413 10.724861 12.668321 11.398680 4.974621 13.525861 12.249544 10.631961 11.565358 7.622537 14.097935 12.423993 2.369187 10.414370 10.4041906 10.9379656 3.3167250 9.2786597 11.5274442 10.5807359 15.0918191 9.7292584 9.7111619 8.6198319 10.0052915 7.3300250 14.9882688 2.6492935 6.7810082 11.4163191 8.6386560 5.2622790 8.6116888 12.8158354 NA 8.4807034 11.5265421 9.5688676 8.1430408 8.6399911 8.2271760 5.2897607 5.6807801 6.0212709 9.8541618 NA 2.0212665 8.5786486 NA 9.5862874 6.1838914 11.3083546 14.4497510 11.3154749 12.1640752 11.9846934 4.3947336 0.8837772 8.7639642 10.1898300 9.9281624 6.8239353 11.3163102 11.4786527 7.0130513 7.1728655 10.5526533 12.4497272 10.2799449 9.4490609 3.8472453 9.3554436 8.0732965 10.5969830 7.4536238 10.6631594 TCGA-77-7335 62 1 2133 NA lung stage iiib t4 n2 m0 female 1996 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 52 1954 r0 white NA NA NA 4 2 1 4 2 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5975293 -0.6179415 1.9669472 8.4852843 NA 6.3008595 6.1368845 0.9669472 8.5963154 6.0544209 -0.6179415 13.2352084 4.7395457 5.4263889 NA -0.6179415 NA 2.1893502 NA 9.5481593 10.9944041 10.0437744 2.3820032 8.7807399 2.5519097 9.0240481 NA 6.5418679 NA NA 6.3706804 NA 15.6558815 9.4800284 11.0294547 10.3506631 8.0077051 -0.6179415 10.6227876 2.3820032 8.6107429 4.2399784 -0.6179415 0.9669472 9.3440537 5.6327684 10.5779836 12.4671368 10.0411003 11.4604807 4.9365861 NA 9.9385024 NA 4.5112783 11.5859560 7.1957777 10.4022819 3.2888901 10.4222861 7.7956241 5.5519220 NA 1.3820032 6.4480849 0.3819478 NA 9.3477806 4.9365861 NA NA 10.7362457 NA 6.8577297 -0.6179415 3.5519220 2.3820032 2.7039202 10.5693484 -0.6179415 7.8577297 2.7039202 0.00000000 0.44537000 0.00471900 1.70840000 0.01698500 0.33496000 -0.03572100 0.00499690 0.00499690 0.03566500 0.03566500 0.35398000 0.35532000 -0.37132000 -0.00691950 0.36166000 0.00903120 -0.39024000 0.02020300 0.00097064 -0.00429290 0.00360760 0.36657000 0.00485790 0.32237000 0.31948000 -0.00981850 -0.00981850 -0.01078400 -0.15349000 0.00000000 0.00000000 0.68477000 0.00471900 0.00471900 -0.38579000 -0.38579000 -0.38579000 0.01558700 -0.38795000 -0.36963000 0.01251600 0.01251600 -0.03572100 -0.03572100 0.00499690 -0.01864100 0.03566500 0.03566500 0.32850000 -0.37132000 -0.37132000 -0.37132000 0.35023000 -0.00138580 -0.00138580 -0.04357600 -0.00691950 -0.00691950 -0.00691950 0.00903120 1.56670000 -0.36590000 -0.00207840 -0.00429290 -0.00429290 -0.00688260 -0.00263220 0.00360760 0.00360760 0.00360760 0.00485790 -0.00498440 0.31948000 -0.37977000 -0.37977000 -0.01078400 0.26765000 0.26765000 0.26765000 -0.15349000 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 -0.389 0.000 0.356 0.000 0.000 0.319 0.000 0.000 0.000 0.000 -0.380 0.000 0.441 0.000 -0.352 0.364 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.354 0.354 -0.021 0.350 0.226 0.073 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 -0.389 0.000 0.356 0.000 0.000 0.319 0.000 0.000 0.000 0.000 -0.380 0.000 0.441 0.000 -0.352 0.364 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.354 0.354 -0.021 0.350 0.226 0.073 9.9584807 7.5718209 3.3820032 8.1828964 7.1698990 8.8818423 10.5798273 8.2768139 10.5537986 1.3820032 5.0544231 NA 0.9669472 13.2598556 0.3819478 11.3599917 6.8577297 8.1796578 10.6452656 12.8923896 4.7395457 11.1584294 10.2669300 -0.6179415 9.5456460 NA 0.9669472 9.3127337 9.4786588 2.2118533 1.3820032 15.4990712 8.2085451 9.5693485 6.3819962 11.5972260 8.8637957 9.178036 11.539975 10.425024 NA 10.033048 9.972583 11.325610 9.120089 6.808261 9.914352 6.765700 9.317161 6.347781 10.192568 13.711022 10.867323 6.571821 10.509991 8.202175 13.031702 10.528565 4.251871 12.467137 11.796153 10.308292 10.193371 6.639384 13.875649 13.015332 1.382003 10.730171 10.9480504 12.0088461 2.9669657 9.1116172 10.5975293 10.8119261 13.9415509 8.9800487 8.0061701 9.4154194 9.7678587 9.7229591 17.5051528 8.5963154 6.7657005 11.0517672 8.7417457 8.7061769 9.4263904 11.2982491 NA 9.6697087 10.8480728 11.4430299 7.7570359 9.4800284 8.2085451 7.8658118 8.1666311 6.4263906 9.0077051 NA 0.3819478 8.0544214 2.1893502 10.5080554 7.7871379 10.5779836 13.2455051 11.0733036 10.4957385 11.2465694 4.9365861 1.9669472 NA 12.5847324 10.7005392 5.5317433 11.5859560 10.8140162 8.2337452 3.4694562 10.4022819 12.9874759 10.7807400 10.0267539 NA 7.3592761 9.9488686 10.5009374 8.0330480 10.3412739 TCGA-77-7337 65 1 3253 NA lung stage iib t2 n1 m0 male 2000 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 79.5 1942 r0 white NA NA NA 1 1 2 3 1 1 3 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.55257950 11.81439577 0.76917931 -1.55257950 7.82011896 -1.55257950 NA 5.11840541 NA 9.71345491 7.95900677 0.03224193 11.98713985 5.26743467 4.92298750 NA 7.52406995 NA 1.90669822 NA 8.97375332 11.07296294 8.49301360 2.14769744 9.14422154 4.25460916 11.06357318 NA NA NA NA 8.09651013 1.90669822 14.47660557 8.58296351 10.14595876 12.58584586 7.07661040 0.76917931 10.48788625 5.48067551 9.65993883 4.83957166 2.35414181 0.03224193 9.76011430 3.58475810 11.39799217 12.34951987 10.29352798 10.60159439 4.71404215 NA 9.89071571 3.73265994 4.30523367 11.08024926 4.49164790 11.16149957 NA 10.00040331 5.56619411 1.44726180 NA 1.03224193 7.25138489 NA NA 10.15159008 5.49164790 -1.55257950 NA 11.20109759 NA 4.09110740 3.20213558 1.44726180 4.37799133 -0.55279111 9.60775585 -1.55257950 7.29900282 0.03224193 0.15517000 0.13998000 0.03969900 0.69674000 -0.00360110 0.51298000 1.61300000 -0.01986300 -0.01986300 -0.40882000 0.08767900 1.63690000 1.03560000 -0.39730000 0.48751000 0.47667000 0.00750000 0.11638000 0.11976000 0.12918000 0.04684200 0.06809100 0.09376600 -0.45241000 0.00000000 0.00000000 -0.37008000 0.59764000 0.13687000 0.07167800 0.09405600 0.15517000 -0.37098000 0.03969900 -0.39163000 -0.42833000 -0.42833000 -0.42833000 0.58488000 -0.44782000 -0.15924000 0.21315000 0.21315000 -0.42462000 -0.42462000 -0.20672000 -0.04183800 0.08767900 -0.45061000 -0.43875000 -0.39730000 -0.39730000 -0.39730000 0.08334200 0.32592000 0.32592000 -0.83171000 -0.46610000 0.47272000 0.47272000 -0.00069303 -0.37155000 -0.37155000 0.11976000 -0.42364000 -0.42364000 -0.00346270 -0.00346270 -0.43409000 0.04414800 -0.43366000 -0.44351000 -0.05994200 0.00000000 0.02679500 0.02475600 -0.42963000 -0.03708200 -0.03708200 -0.03708200 -0.97010000 0.000 0.000 0.000 0.404 0.469 0.000 -0.372 0.129 -0.424 0.000 0.000 -0.434 0.000 0.000 -0.444 0.000 0.000 -0.375 0.000 -0.370 0.598 0.000 -0.430 0.100 0.000 -0.428 0.000 0.100 0.100 0.988 0.563 0.000 0.000 -0.392 0.000 -0.439 0.336 -0.397 -0.397 0.000 0.000 0.000 0.000 0.000 0.404 0.469 0.000 -0.372 0.129 -0.424 0.000 0.000 -0.434 0.000 0.000 -0.444 0.000 0.000 -0.375 0.000 -0.370 0.598 0.000 -0.430 0.100 0.000 -0.428 0.000 0.100 0.100 0.988 0.563 0.000 0.000 -0.392 0.000 -0.439 0.336 -0.397 -0.397 0.000 0.000 8.5752484 8.0171096 NA 7.4723935 7.8004010 9.0656396 11.5052458 9.2594314 11.4717012 1.0322419 4.8901986 NA -0.5527911 13.1978041 NA 9.4710084 7.9490913 8.1018901 11.0904361 14.0460917 2.1476974 10.9002674 10.4490141 0.4472089 9.6432413 NA 3.3052410 8.9854429 9.9747262 NA 2.1476974 15.6862838 8.4316727 10.8777066 8.1267344 11.2183308 9.7413005 9.711697 11.896532 10.514016 NA 7.980584 9.782086 11.699772 9.466845 7.407256 12.138561 7.342072 11.756018 9.532062 10.928549 13.529861 11.558553 8.117910 11.459879 9.783203 13.205269 10.484801 5.128842 12.349520 11.905661 10.197124 10.950086 7.477921 12.976743 9.630269 NA 11.954305 10.72221454 11.39178313 0.03224193 9.45918015 11.81439577 10.70139692 14.27541461 8.84813341 8.94736897 10.03409381 9.65914233 9.75786683 14.31482239 9.71345491 7.34207200 11.61231808 7.68804534 7.12673441 8.55185281 14.54943483 NA 7.99028610 10.09291250 10.09291250 8.08749891 8.58296351 8.31453294 5.82229421 6.04716755 4.73265452 9.30834108 -0.55279111 3.53472152 9.17602501 -0.55279111 8.78040952 3.73265994 11.39799217 13.43740236 11.60159754 11.14899370 11.35057106 4.71404215 NA 2.03220666 11.95455320 11.78487597 4.22861093 11.08024926 12.42354968 8.42882118 5.11967988 11.16149957 13.75260335 10.76070398 9.46684488 4.40145299 8.30056351 8.91556243 9.72570350 7.02468314 11.40616923 TCGA-77-7338 64 1 5 NA lung stage ib t2 n0 m0 male 1995 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 41.25 1952 r1 white NA NA NA 5 2 2 5 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0069960 NA -0.4741316 7.6983810 -0.4741316 0.8479168 4.9515458 1.3333092 9.2825098 7.1877311 1.1108977 11.5220738 7.1295798 4.5032342 0.1108977 1.5259686 0.8479168 -1.4739312 0.5259686 8.5231330 11.6533029 8.6014324 2.9853911 8.1983787 4.7157781 11.4515079 0.1108977 3.6958825 NA 6.7402719 6.7305245 2.1109311 13.5620343 9.5392761 11.2071918 13.1220849 6.8251611 NA 11.5469333 2.4328525 9.9585632 5.2674197 NA 6.1983782 11.5674329 3.3864247 11.3316973 14.4247378 10.7997490 9.9756490 6.3588428 NA 11.2080701 4.6344771 3.8478767 10.8999060 4.3333092 11.1181768 3.3333092 8.2606632 6.4388434 6.0573355 1.1108977 NA 7.0057334 NA NA 9.8433660 6.3138553 NA NA 10.5103718 0.9958101 3.9182717 NA 0.5259686 -1.4739312 1.1108977 9.7915684 2.4328525 7.1332840 3.1634504 0.5496500 0.0998700 1.5732000 1.7097000 0.0659420 0.3785800 0.3785800 -0.0992090 -0.0992090 0.1636700 0.1636700 0.1119900 0.1119900 -0.3316800 -0.1055200 0.4331100 0.0794470 -0.1205600 -0.3222800 -0.3222800 0.1000200 0.0836310 -0.0423820 0.0000000 -0.1071000 -0.1071000 0.1680500 0.1680500 0.1661000 0.3670700 -0.3920800 -0.2718800 0.0998700 -0.5751600 -0.0216470 -0.3372200 -0.4321400 -0.4321400 1.3631000 0.0656560 0.0659420 -0.4285500 -0.4285500 -0.2610700 -0.2712900 -0.6027400 -0.0992090 0.1636700 0.0953630 -0.7616700 -0.3316800 -0.3316800 -0.3316800 0.0656560 -0.1857200 -0.5691200 -0.0713380 -0.1055200 -0.1252500 -0.1252500 0.0981240 -0.1308300 -0.1351000 -0.3222800 0.0486760 0.0746960 0.0027745 -0.0396040 -0.4156400 0.0680910 0.0836310 0.0000000 -0.1071000 -0.1071000 0.0672320 0.0672320 0.1661000 -0.3032200 -0.3032200 0.0268900 0.1194600 0.000 0.000 -0.106 -0.106 0.000 0.000 -0.121 -0.322 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 -0.107 -0.107 0.550 0.550 0.168 0.168 0.000 0.166 0.000 0.000 -0.432 0.050 0.000 0.000 0.107 -0.271 0.000 0.000 0.164 0.164 -0.231 0.112 -0.332 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 -0.121 -0.322 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 -0.107 -0.107 0.550 0.550 0.168 0.168 0.000 0.166 0.000 0.000 -0.432 0.050 0.000 0.000 0.107 -0.271 0.000 0.000 0.164 0.164 -0.231 0.112 -0.332 0.000 0.000 0.000 9.0815013 7.7231701 -0.4741316 7.6500745 9.1734118 10.2749848 10.6014325 9.3556762 10.3333083 1.3333092 6.1770049 NA 1.6958602 12.4367835 0.1108977 10.9012644 7.6107621 8.8125111 11.3828030 14.9220731 4.9522171 11.0783823 11.2179149 -1.4739312 12.2143130 NA 10.8624600 10.2229209 9.1948295 NA 2.8478767 15.8009685 7.7833414 9.8194250 5.8205747 11.0004199 9.5764823 10.0819804 11.5378795 10.7027499 NA 9.0689851 8.8535061 11.3075180 9.8763401 7.5032334 11.0062387 9.2982679 12.0698262 7.8768926 12.5863960 13.6258765 12.8724671 8.3154870 11.4303999 8.2401989 13.6918810 11.0382001 4.8934981 14.4247378 12.2349295 10.5117953 10.6120896 8.1109160 13.1224390 12.3731086 0.5259686 10.6380670 11.827164 11.282718 1.110898 9.670612 11.006996 10.546933 14.393859 9.354883 8.909085 8.504664 9.969933 8.690860 14.729703 9.282510 9.298268 11.609433 6.396319 6.462591 9.455212 12.961363 NA 8.158948 11.162578 9.443325 10.168908 9.539276 7.660380 8.284177 6.320369 5.396317 9.270787 2.525944 8.191289 8.045590 -1.473931 9.858549 3.049509 11.331697 12.697912 10.929498 10.967341 11.403813 6.358843 NA 5.001685 11.960451 9.896096 6.655236 10.899906 11.567270 10.457430 4.773880 11.118177 12.012411 9.789809 9.344536 4.792741 8.731747 8.251183 10.148005 7.264046 10.495700 TCGA-77-7463 75 1 1423 NA lung stage ib t2 n0 m0 male 2001 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 42 1954 r0 white NA NA NA 3 2 2 3 1 1 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0744986 NA 1.5016684 7.7577034 NA -1.3057884 3.8235863 0.2792930 9.5476177 2.6943008 3.6485000 6.2488972 2.9422330 2.3947611 NA NA NA NA NA 6.8338591 12.1191305 7.0117204 2.9422330 9.0241044 -0.3056101 12.5307530 3.7817689 NA -1.3057884 3.5522910 5.8939810 -0.3056101 12.4392397 9.8370534 11.0416526 12.2958468 4.2488991 NA 11.0296985 0.6943008 8.4043054 6.2021023 NA 10.0790919 10.3458845 5.2178705 10.6808613 12.9871330 11.8899879 10.6429272 5.9610954 NA 9.8087012 NA 1.0162110 9.5959293 3.5016684 10.9561092 NA 7.4952083 5.9889278 2.2792633 -1.3057884 NA 4.2792707 NA NA 9.6978261 5.6250454 0.6943008 -0.3056101 8.3860517 3.0061005 2.8642357 1.9006447 1.0162110 4.8028343 3.2178666 8.0117209 NA 7.2060610 -0.3056101 -0.042642 0.049692 0.049692 1.034000 -0.123550 1.651000 1.709200 -0.086111 -0.086111 0.311950 0.311950 3.527800 0.957560 -0.289870 0.202450 0.441230 0.401950 -0.310840 0.454800 1.243600 0.158020 -0.053331 0.366590 0.366590 -0.163310 -0.163310 -0.410790 0.122420 1.043000 0.019093 0.121530 -0.359190 0.038358 0.049692 0.049692 -0.239110 -0.239110 -0.250220 0.655930 -0.123550 -0.123550 -0.628160 -0.628160 -0.541070 -0.541070 -0.080265 -0.086111 0.311950 0.311950 -0.606310 1.442600 -0.289870 -0.289870 -0.289870 0.178310 0.178310 -0.291410 -0.561860 0.202450 0.192270 -0.031349 -0.332240 -0.310840 0.390820 0.158020 0.158020 0.085520 -0.492030 -0.053331 -0.053331 -0.053331 0.353990 -0.163310 -0.163310 -0.479750 -0.479750 1.043000 0.019093 0.019093 0.019093 0.019093 0.178 -0.113 0.202 0.202 0.441 0.000 -0.311 0.193 0.158 -0.411 -0.411 0.000 0.000 0.367 0.367 -0.163 -0.163 0.000 0.389 -0.288 0.122 -0.480 1.043 0.000 0.000 -0.014 0.225 -0.124 -0.124 1.709 1.168 0.000 0.000 0.312 0.312 0.401 0.958 -0.290 -0.290 0.000 0.000 0.178 -0.113 0.202 0.202 0.441 0.000 -0.311 0.193 0.158 -0.411 -0.411 0.000 0.000 0.367 0.367 -0.163 -0.163 0.000 0.389 -0.288 0.122 -0.480 1.043 0.000 0.000 -0.014 0.225 -0.124 -0.124 1.709 1.168 0.000 0.000 0.312 0.312 0.401 0.958 -0.290 -0.290 0.000 0.000 9.1331001 8.2080358 NA 7.4789427 6.7111163 7.6131714 10.9788431 8.9913161 10.8357767 NA 6.4085539 NA -1.3057884 12.2403585 NA 10.0866255 5.1205717 8.5615870 10.9267680 13.9833183 3.8642357 11.1439727 10.8405586 NA 6.8642332 NA 2.5016684 8.7536527 10.0823146 0.3450557 NA 15.0471964 8.4016672 8.7235954 1.0162110 10.2119775 9.2622642 10.059537 12.851023 9.952285 NA 10.535872 10.514886 10.698880 9.301638 7.442501 11.435986 8.742795 11.814034 9.406835 12.986198 13.308730 10.845642 5.394747 10.734255 10.278801 12.472591 11.593665 4.699485 12.987133 10.264638 9.348944 10.298861 7.309018 13.408249 11.721869 3.601197 12.707805 11.3938806 11.4982374 -0.3056101 9.0951876 12.0744986 11.5178744 14.6371394 9.3658491 10.2217998 9.7222141 9.0352709 10.6019500 14.2802976 9.5476177 8.7427951 11.1462919 9.5845725 4.0866224 7.8338597 11.9133253 NA 6.8890646 11.3783992 9.2726809 6.5397978 9.8370534 8.0994493 6.0606311 4.8028343 4.9797098 9.3453598 2.2792633 5.3525184 8.0671730 0.6943008 8.9739186 5.3808091 10.6808613 12.7014230 10.9857667 10.0274634 10.7794486 5.9610954 NA 5.9037614 9.2469771 11.9264292 4.8440542 9.5959293 11.7565230 10.0386041 2.6943008 10.9561092 13.6201407 10.7650999 7.8866007 NA 8.7125084 8.1891436 9.8748389 7.4290175 11.0015090 TCGA-77-7465 58 0 NA 990 lung stage iia t2a n1 m0 male 2010 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 120 1963 r0 white NA NA NA 5 1 3 1 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.31545053 10.96766707 NA 2.59146400 6.78261038 -0.31545053 NA 4.49193645 NA 7.22373724 8.52535676 NA 8.22761065 3.49193004 9.06287346 2.38501681 0.68454947 NA 1.85451437 NA 8.44113485 10.79897176 8.95953921 9.70208314 8.85950435 2.85449442 11.42457022 -1.31545053 5.50475703 NA 1.26951197 7.85950435 5.28449192 14.61186684 8.33921490 10.62379061 11.74561227 4.49193645 -1.31545053 10.65180496 7.37457700 8.27918340 3.20814265 1.49195568 2.68457191 9.78937404 3.69042827 11.10611757 11.32437156 11.88593685 9.46574984 5.76139432 NA 9.05308526 NA 1.68459435 10.05907483 6.31393510 10.41547338 NA 8.67184284 7.15625401 4.00650449 -0.31545053 1.00647756 5.84445094 NA NA 9.21596004 5.93250533 NA -1.31545053 11.45895395 0.06860203 6.47248127 -0.31545053 1.00647756 6.24682039 1.85451437 9.07689601 NA 8.02665346 4.42442498 0.32286 0.40269 -0.30475 1.04390 0.40861 0.28232 1.61480 0.36690 0.36690 0.34665 0.39678 -0.34194 0.79123 -0.32658 3.65690 1.40560 0.35169 -0.32841 -0.31821 -0.39941 0.36723 0.26970 2.98260 0.33044 0.22576 0.22576 -0.37144 0.30905 0.27916 0.00000 -0.39808 -0.33121 0.37907 -1.11930 -0.34265 -0.34170 -0.34170 -0.31762 1.63130 -0.33791 -0.31494 -0.31494 -0.31494 -0.33848 -0.33848 0.35643 0.36690 -0.34834 -0.38898 -0.36895 -0.32658 -0.32658 -0.32658 0.16055 -0.33848 -0.33848 -0.33848 -0.34354 -0.33376 -0.36759 0.27363 -0.35271 -0.32042 -0.31821 0.32237 0.34031 0.13169 -0.33110 -0.40539 0.28295 0.23845 0.31835 0.19832 0.22576 -0.32612 0.29676 -0.42092 0.00000 0.00000 0.00000 0.00000 -0.338 -0.338 -0.344 -0.344 0.350 0.350 -0.328 -0.346 0.340 0.132 0.132 -0.179 0.227 0.330 0.330 0.226 0.226 -0.021 0.311 -0.371 0.309 -0.326 -0.139 -0.305 -0.305 -0.318 0.047 -0.315 -0.315 1.548 1.210 0.367 0.367 0.335 0.335 -0.218 0.124 -0.197 0.130 0.000 0.000 -0.338 -0.338 -0.344 -0.344 0.350 0.350 -0.328 -0.346 0.340 0.132 0.132 -0.179 0.227 0.330 0.330 0.226 0.226 -0.021 0.311 -0.371 0.309 -0.326 -0.139 -0.305 -0.305 -0.318 0.047 -0.315 -0.315 1.548 1.210 0.367 0.367 0.335 0.335 -0.218 0.124 -0.197 0.130 0.000 0.000 8.7786564 7.5824243 3.8545044 8.1744269 6.8190052 9.6056758 10.5933466 7.9791994 10.4327715 1.6845944 7.7069463 NA -0.3154505 12.2753996 NA 10.2756335 7.5206289 7.6212167 11.2245517 12.5897776 7.2391679 10.8409778 11.5101338 0.8640970 5.1440096 0.2695120 2.3850168 8.7720417 9.7553638 NA 3.0769011 14.9227408 8.1704078 10.0992639 3.3850168 9.5487649 8.6431314 10.388050 11.003969 10.085992 0.269512 11.848700 8.063957 10.318482 9.274230 6.798321 11.262715 7.647475 10.938405 9.752013 9.758051 14.809467 12.232437 8.091846 11.734257 12.470031 12.665611 11.309374 4.984521 11.324372 11.236527 10.476962 11.022201 6.650362 13.989263 11.426888 5.579397 9.487903 10.9496076 12.3741399 1.8545144 9.0639569 10.9676671 10.8119282 13.5064000 9.6358634 9.2388702 10.0607040 9.5409808 10.3225620 16.1822045 7.2237372 7.6474750 11.2935265 10.3653777 6.3212030 9.2439558 13.0185726 NA 8.8228506 11.1623369 10.0682829 7.5079460 8.3392149 7.5914692 7.6416804 8.2061792 4.9883575 9.8393969 NA 1.8545144 8.2563314 NA 8.0222008 4.6153162 11.1061176 13.5897776 11.1024312 10.5472160 10.9250719 5.7613943 -1.3154505 NA 10.5729414 11.6051176 3.5425552 10.0590748 11.9985954 5.4394669 7.4887094 10.4154734 14.0255762 10.3845849 10.1516747 0.6845495 8.7773359 9.5901912 9.7138659 7.8619982 10.5378882 TCGA-77-8007 68 1 198 NA lung stage iib t2 n1 m0 male 2001 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1960 r0 NA NA NA NA 2 4 NA NA 3 3 3 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.55331135 11.91266090 NA NA 8.24235575 NA -0.32120693 7.35839187 -0.32120693 10.67460868 5.23343178 -0.90616943 11.86351030 6.42926947 4.93936764 2.79431188 1.41581274 NA -0.90616943 0.09383057 8.09950351 11.44757723 9.60167368 2.00075722 8.08540075 4.28370698 5.65612163 4.82180204 NA NA 0.09383057 8.53578587 0.90126274 15.75181354 8.94328403 8.37000338 9.35949416 6.29355074 NA 10.31968894 1.55331135 9.59290772 2.61743955 0.90126274 NA 11.16871461 5.86596334 11.64005003 10.79473053 10.39451757 9.45755941 3.04807921 NA 8.87523883 NA 5.88178207 10.69727359 5.86206450 9.80769511 -1.90616943 8.98566266 6.93308277 3.84876814 NA -0.32120693 7.27378814 -1.90616943 NA 9.37174768 3.82180204 NA -0.90616943 10.46265829 0.59722127 5.09387704 7.96976639 2.84875813 NA -0.32120693 10.68493381 NA 7.22573573 2.82397349 0.0282000 0.0705300 -0.1412900 -0.0506410 0.4780400 0.7330300 0.7330300 0.1638500 -0.2358200 0.1296300 0.1296300 -0.2489700 1.2791000 0.1342100 0.1734700 0.0673750 -0.1347100 -0.1601300 0.2816900 0.2386100 -0.1779000 0.1071000 -0.1651000 -0.1717000 -0.0372180 -0.0372180 0.1949700 0.1832800 0.0824490 0.0824760 0.0282000 0.0282000 -0.0231550 -0.1412900 -0.1436100 -0.0506410 -0.0506410 -0.0506410 -0.0506410 0.4713500 -0.1098500 -0.1098500 -0.1771500 -0.1515700 -0.1515700 0.1574100 -0.2572700 0.1296300 0.2755300 -0.2489700 0.1342100 0.1342100 0.1342100 -0.1557900 -0.0389860 -0.0389860 0.0125160 -0.1415500 0.1734700 0.1734700 -0.1347100 -0.1601300 -0.1601300 -0.1345800 -0.1779000 -0.1779000 0.0282000 0.0282000 -0.0620920 0.1077400 0.1071000 0.0090312 -0.0568460 -0.0056757 -0.0201380 0.0150280 0.1032200 0.0585090 0.0585090 0.0585090 0.0585090 0.000 0.000 0.032 0.173 0.000 -0.135 -0.160 0.239 -0.178 0.000 0.000 0.000 0.107 -0.165 0.000 0.000 0.000 0.000 0.000 0.216 0.216 0.000 0.103 0.000 -0.118 0.000 0.000 0.362 -0.110 0.733 -0.152 -0.070 -0.228 0.130 0.130 0.492 0.741 0.134 -0.022 0.000 0.000 0.000 0.000 0.032 0.173 0.000 -0.135 -0.160 0.239 -0.178 0.000 0.000 0.000 0.107 -0.165 0.000 0.000 0.000 0.000 0.000 0.216 0.216 0.000 0.103 0.000 -0.118 0.000 0.000 0.362 -0.110 0.733 -0.152 -0.070 -0.228 0.130 0.130 0.492 0.741 0.134 -0.022 0.000 0.000 7.7012094 7.9124613 1.5533113 -1.9061694 8.3069831 8.6703634 10.4683752 8.5410552 10.0186916 1.0938982 8.0725893 NA 1.5533113 12.0941432 0.6788832 11.1255285 7.7467239 9.1572742 10.9374056 13.8701578 4.1382738 11.1495004 11.0037721 NA 9.8445860 -0.3212069 10.6793111 9.5032700 10.4845828 NA 0.9012627 11.9756622 8.0142320 10.8382924 4.7520902 10.4027869 9.8462596 10.973654 12.122821 10.193556 -1.906169 6.954966 7.315467 12.531696 10.183661 7.059664 11.075981 7.484048 11.086816 10.732089 10.414680 13.351746 10.220261 8.879331 10.651103 10.312442 13.078698 9.541479 3.016550 10.794731 12.537794 11.270831 10.522501 6.317881 13.228381 9.083273 2.181357 9.334670 11.4775833 10.5035352 1.7943119 9.1579481 11.9126609 10.8117696 13.6916401 8.8268945 9.3338117 8.1800150 10.3373476 8.8445859 16.1016893 10.6746087 7.4840479 11.3251002 6.5243317 5.9947449 9.3142574 11.7894336 NA 8.5138393 10.7561023 10.3758090 10.6565984 8.9432840 8.4894133 7.4203089 7.5430280 6.6561216 8.5685992 NA -0.3212069 9.9650143 NA 9.0260938 2.6788381 11.6400500 13.1208779 10.8756485 10.1886165 11.2815404 3.0480792 NA NA 12.0272931 9.3506774 4.0711620 10.6972736 11.4112917 8.3630059 5.9330839 9.8076951 12.3149374 10.3229982 10.2578431 NA 10.1362224 10.4290461 9.9239980 6.3884995 10.4428838 TCGA-77-8008 68 1 2639 NA lung stage ib t2 n0 m0 male 2001 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 61.5 1945 r0 NA NA NA NA 2 4 NA NA 1 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.615427333 -0.009843833 -0.594878965 7.612227157 -0.594878965 0.990156167 3.921226843 -0.594878965 8.914987500 8.768252156 4.575136824 14.324564801 7.362314705 7.038207889 -0.594878965 3.653140292 -1.594661084 1.840845888 -1.594661084 8.277117661 11.625439774 9.515695896 0.990156167 8.969362056 5.524154594 11.342586412 NA -1.594661084 NA 0.405229980 7.747287358 -1.594661084 14.966633629 9.405916863 11.581697482 12.645780363 8.531917108 NA 10.164268506 2.492673596 10.245274479 2.864651695 NA 3.797531840 11.513199564 5.932063534 10.941459809 12.134736710 10.989940251 10.100684544 5.335951244 NA 9.674339356 4.263192192 3.312098787 11.345526224 5.119459934 10.807691807 NA 10.155919578 6.580137945 5.005125975 NA -0.594878965 7.500609277 -1.594661084 NA 8.953071093 6.269397890 1.405229980 -1.594661084 9.851779019 2.807808269 4.133136046 NA 6.891886966 1.405229980 NA 10.995565711 -1.594661084 6.913006663 1.251204023 0.2272000 0.0108420 -0.0552290 0.3037800 -0.0091286 0.2810500 0.2791200 0.0228650 0.0228650 0.5972800 0.0230050 3.6569000 0.0532370 -0.2106900 -0.1153500 -0.1175700 -0.1139100 0.0190830 -0.1588600 -0.1588600 0.0698120 -0.0509110 -0.0125760 -0.0125760 0.2808900 0.2808900 0.2280800 0.2280800 0.1819200 -0.0453470 0.0457080 0.2272000 0.0108420 -0.0552290 -0.0552290 -0.2547900 -0.2614300 -0.2614300 0.3037800 -0.0091286 -0.0091286 -0.2667300 -0.2667300 -0.2624000 -0.2162700 0.0228650 0.0228650 0.0230050 0.0230050 -0.3807800 -0.2106900 -0.2106900 -0.2106900 -0.2106900 0.0000000 0.0000000 0.0000000 -0.1153500 -0.1153500 -0.1153500 -0.1139100 0.0149160 0.0149160 -0.1588600 0.0439420 0.0698120 0.0272160 0.0272160 -0.1118200 -0.1118200 -0.0509110 -0.0125760 -0.2482500 0.2808900 -0.1746200 -0.1746200 0.1595000 -0.0063668 -0.0087146 -0.0087146 -0.0105080 0.000 0.000 -0.115 -0.115 -0.118 -0.118 0.000 -0.159 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.033 0.281 0.000 0.181 0.228 0.228 -0.175 0.156 0.000 0.000 0.049 0.304 0.000 0.000 0.279 0.063 0.000 0.000 0.574 0.000 -0.381 0.000 -0.211 -0.211 0.000 0.000 0.000 0.000 -0.115 -0.115 -0.118 -0.118 0.000 -0.159 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.033 0.281 0.000 0.181 0.228 0.228 -0.175 0.156 0.000 0.000 0.049 0.304 0.000 0.000 0.279 0.063 0.000 0.000 0.574 0.000 -0.381 0.000 -0.211 -0.211 0.000 0.000 9.197189412 7.903064187 -0.009843833 6.359408719 9.727704204 9.202874124 10.338903258 9.300030349 11.069659879 NA 6.218994225 NA 1.864651695 12.809422825 2.312113313 10.662768408 7.385352515 8.877903416 10.541094969 14.058029583 5.034567893 11.161768922 11.422717039 NA 12.548595832 -0.594878965 9.517000437 9.243628623 9.231737194 -1.393273525 1.990192480 15.173849262 7.088207334 10.098263870 6.736129942 10.519605689 10.574198033 10.433809 11.825041 10.913255 -0.594879 8.814604 7.950177 11.298135 9.476005 7.290909 11.278080 7.416440 12.773370 4.287856 10.334471 13.322864 12.614361 10.010692 10.564138 7.084693 13.438765 10.447556 4.951951 12.134737 12.437947 10.924357 10.598122 8.077638 13.342909 7.799675 2.575143 13.523464 10.534817608 11.191482211 -1.594661084 9.274035174 11.615427333 9.992052343 14.448836976 8.615884132 8.092623434 8.854361326 10.176277014 8.365214411 15.701349133 8.914987500 7.416439501 11.518466439 8.507188105 7.419232961 9.746731465 12.376756173 NA 8.895060516 11.111492778 10.815928967 11.096738079 9.405916863 8.280194041 8.728267476 6.876887702 6.671999543 9.107385271 2.864651695 -1.594661084 9.279425561 -0.009843833 9.871798995 5.119459934 10.941459809 12.494414785 10.973643775 10.937568545 10.867970496 5.335951244 NA NA 13.924019425 10.933666757 4.212569339 11.345526224 11.411538687 9.213372315 4.186571867 10.807691807 11.877014821 10.097392206 9.972693372 NA 7.163435331 10.159945613 9.904061795 7.812480256 10.687142681 TCGA-77-8009 68 1 1695 NA lung stage iib t2 n1 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 97.5 1967 r0 NA NA NA NA 5 2 NA NA 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.76121803 0.02431968 NA 7.86555451 3.96285437 0.76120016 3.86555265 NA 10.27849371 6.36410313 NA 9.86345625 2.60921125 4.99387812 0.76120016 5.09750124 NA 2.76122144 NA 6.89461771 11.30212098 9.43646941 3.89872109 7.51610579 0.43925078 8.76459530 3.02424875 NA NA 4.81432995 8.15009658 -0.56064282 14.06894396 10.18117823 11.14384204 9.93913576 4.66810778 NA 14.21394833 0.02431968 9.18269379 0.76120016 NA NA 11.39259703 3.90330827 11.33429714 13.12365777 11.17970318 10.50167340 3.68721749 -1.56064282 11.45453074 NA 1.02424875 10.38984587 2.96284512 11.08472323 0.43925078 9.36484444 7.67290970 1.24665130 NA 0.76120016 5.51610657 0.43925078 NA 9.46719591 4.89872109 NA -0.56064282 11.07296635 -1.10656012 2.60921125 0.27118660 -1.56064282 NA -1.56064282 9.39493980 -0.56064282 6.13277629 0.02431968 0.850470 1.666500 0.557080 3.656900 1.155800 0.488540 0.461270 0.056085 0.497350 0.925330 0.453430 -0.457040 0.131880 2.897800 3.656900 0.160550 1.577800 -0.475860 -0.658730 -0.116520 0.295430 0.585060 0.183280 1.188100 0.459050 0.459050 0.447150 0.328500 0.053237 0.155470 -0.199740 -0.424510 0.510860 -0.345040 -0.538350 -0.472680 -0.472680 -0.472680 0.614260 -1.027100 -0.452330 -0.364770 -0.331790 -0.441900 0.038913 0.217140 -0.508670 0.453430 0.409610 -0.550350 -0.741940 -0.741940 -0.741940 0.150240 -0.448140 -1.050700 -0.733280 -0.123300 -1.071100 -1.071100 -0.210690 -0.790090 0.439520 -0.032178 -0.471940 -0.253460 0.152030 0.271590 -0.514860 0.436480 0.585060 0.044148 -0.600800 0.459050 -0.057385 -0.223550 0.053237 -0.290590 -0.290590 -0.339750 0.155470 -0.473 -0.721 -0.781 -0.781 0.161 0.161 -0.431 -0.656 -0.283 0.152 0.152 -0.515 0.436 0.183 0.183 0.393 0.393 -0.200 0.602 0.260 0.000 -0.108 0.000 0.557 0.557 0.198 0.670 -0.635 -0.312 0.422 0.000 -0.441 -0.441 0.945 0.945 -0.302 0.155 -0.581 0.150 -0.135 0.155 -0.473 -0.721 -0.781 -0.781 0.161 0.161 -0.431 -0.656 -0.283 0.152 0.152 -0.515 0.436 0.183 0.183 0.393 0.393 -0.200 0.602 0.260 0.000 -0.108 0.000 0.557 0.557 0.198 0.670 -0.635 -0.312 0.422 0.000 -0.441 -0.441 0.945 0.945 -0.302 0.155 -0.581 0.150 -0.135 0.155 9.29649343 7.77914019 -1.56064282 1.60923489 7.90281404 8.70255920 11.18706332 8.60665801 9.70724696 6.11877085 6.37592737 NA 0.02431968 12.22085456 1.02424875 11.20208720 7.87600178 9.94112715 11.28832943 15.13430068 2.60921125 10.60231054 11.02659869 -1.35919400 6.53204729 NA 8.13277680 8.30037681 9.19081731 NA 1.24665130 13.52164691 8.53732208 10.56921688 4.08314527 10.72324642 9.50066106 10.228008 12.001413 9.996275 2.898731 9.124915 9.709001 10.278887 9.444213 8.767965 10.727002 7.422283 12.239868 5.483684 13.769542 13.362339 12.193238 8.070467 10.644472 8.148374 12.562118 10.542578 6.640826 13.123658 11.160175 11.211605 11.021902 7.846558 13.904110 13.213511 3.526757 10.182020 10.8705263 11.8010967 0.4392508 9.3744551 11.7612180 10.5794807 14.3344851 9.2729708 9.9950821 8.2957157 10.4640764 9.5756402 13.8350918 10.2784937 7.4222835 12.0679633 4.6291118 5.1807565 5.7154157 13.0800433 -0.5606428 6.8012337 11.7514638 8.7270021 8.0867482 10.1811782 5.4616562 3.8316037 4.5053765 3.6872175 9.0567575 NA 6.1603898 6.0392020 NA 9.0595097 4.8486830 11.3342971 13.7009074 10.7626262 11.8780818 11.6566418 3.6872175 NA -1.5606428 10.6157748 10.0516977 7.0867487 10.3898459 11.5540083 8.8197509 6.3641031 11.0847232 11.4226399 10.5191080 9.4286845 7.0795349 2.2466513 8.5508430 8.6216841 8.1891594 10.0808901 TCGA-77-8128 60 1 1150 NA lung stage iiia t2 n2 m0 male 1999 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 113 1953 r0 NA NA NA NA 5 2 NA NA 2 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3651965 NA 4.1073112 8.4667152 6.8135811 1.8593733 7.0492093 NA 3.6142740 5.7420278 NA 12.5981106 3.7173639 4.4443490 NA NA 4.8135811 -0.1406665 -0.1406665 7.2474025 11.9758913 9.9995756 5.0293115 8.2213285 NA 11.7231840 7.9010443 -1.1405075 NA NA 4.7662771 -0.1406665 13.6721138 10.6155243 11.1614526 11.3353716 6.5667436 0.4443490 11.6265348 0.4443490 8.2515089 2.5598344 NA -1.1405075 11.2797347 1.6667566 11.0034058 13.3569249 11.7019317 9.5907465 4.5032406 -0.1406665 9.9435289 NA 1.6667566 10.2924486 1.6667566 10.0767368 -1.1405075 9.5932477 4.2856463 4.4139731 NA -1.1405075 5.7297485 NA NA 8.8551522 6.3829473 NA NA 11.2295274 -0.8185794 -0.1406665 NA 0.8594130 1.6667566 0.8594130 8.5856029 -1.1405075 8.1001761 -0.1406665 0.36166000 0.09159000 0.08698100 3.65690000 -0.41344000 0.25871000 0.38138000 -0.37516000 -0.01532900 1.33160000 0.41580000 1.48780000 1.26660000 1.76900000 0.02384700 0.67382000 0.22705000 -0.04048000 -0.08625300 -0.08625300 -0.11770000 0.18465000 0.43868000 0.10789000 0.91925000 0.91925000 0.00097064 0.00097064 1.22850000 -0.00484610 -0.40716000 -0.37977000 0.05931600 0.09159000 0.01992300 -0.39986000 -0.39986000 -0.05050600 -0.04766600 -0.41344000 -0.41344000 -0.41344000 -0.41344000 -0.43018000 -0.43018000 -0.41838000 0.03031000 0.41580000 0.41580000 -0.62865000 -0.42396000 -1.29290000 3.65690000 0.21238000 -0.00885260 0.59080000 -0.02596400 0.02384700 -0.39085000 -0.39085000 0.22705000 -0.38873000 -0.41344000 -0.08625300 -0.11770000 -0.11770000 0.00000000 0.00000000 -0.35704000 0.18465000 -0.23753000 0.10789000 -0.08386400 -0.45115000 -0.42822000 -0.43821000 -0.90548000 -0.08797700 -0.02503000 -0.02503000 -0.02503000 0.000 0.000 0.000 0.000 0.674 0.227 0.000 0.000 -0.118 0.000 0.000 -0.172 0.185 0.439 0.108 0.000 0.000 -0.380 -0.018 0.000 0.000 0.000 0.628 0.000 0.000 -0.339 0.000 -0.413 -0.413 0.259 -0.171 -0.403 0.000 0.282 0.416 -0.143 0.486 -0.424 -0.223 0.000 0.000 0.000 0.000 0.000 0.000 0.674 0.227 0.000 0.000 -0.118 0.000 0.000 -0.172 0.185 0.439 0.108 0.000 0.000 -0.380 -0.018 0.000 0.000 0.000 0.628 0.000 0.000 -0.339 0.000 -0.413 -0.413 0.259 -0.171 -0.403 0.000 0.282 0.416 -0.143 0.486 -0.424 -0.223 0.000 0.000 9.2634622 8.2257073 NA 8.0467371 5.9989356 9.4537095 10.4565064 8.2037694 9.3075012 2.7662771 6.4667152 NA -0.1406665 11.8489568 NA 11.6972178 8.5957867 10.0651782 10.9546138 15.7282919 3.0293115 10.0645672 10.7507890 NA 11.1685770 -1.1405075 1.8593733 8.5264965 10.8576192 NA -0.1406665 15.5119638 8.1608809 9.2224245 4.7173639 10.7150321 9.0255479 10.358234 12.120010 10.179057 NA 10.361719 10.394174 10.514468 9.695435 8.920081 10.103749 8.845227 12.148963 7.600852 12.431256 13.912335 11.598322 5.144789 11.054449 5.302330 12.216799 11.005317 3.620669 13.356925 11.308018 9.368170 10.561991 6.760252 13.511501 13.796069 4.181309 11.919405 11.213910 9.869913 NA 9.263462 11.365196 10.916361 14.095847 10.447162 9.498726 8.369160 9.806291 10.164877 12.804463 3.614274 8.845227 11.888327 5.859386 5.382947 5.870611 12.358483 -1.140507 6.647287 11.467178 9.234424 9.398544 10.615524 7.909234 3.666745 2.946843 3.614274 9.062733 2.666734 -1.140507 8.183565 0.859413 8.942864 1.181293 11.003406 12.703895 10.337143 10.482809 11.492834 4.503241 NA NA 11.886081 9.349233 4.251704 10.292449 11.650955 10.146520 5.925475 10.076737 11.915176 9.738968 8.349233 NA 6.068838 8.224854 9.587305 7.983506 10.595364 TCGA-77-8130 69 0 NA 4765 lung stage iib t2 n1 m0 male 2000 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 32.25 1945 r0 NA NA NA NA 6 1 NA NA 1 1 3 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6030799 1.7046507 NA 6.9295957 0.9676851 1.3827226 3.6952255 -0.6172774 7.5526268 10.8705416 0.3827226 12.0861726 5.9676643 8.8805533 -0.6172774 1.9676482 2.3826949 0.3827226 -0.6172774 6.9974110 11.4099164 8.0900605 1.7046507 8.1541908 0.9676851 10.6157220 0.3827226 NA NA -0.6172774 7.7180917 NA 14.2494965 10.9516077 12.6170699 12.9576498 6.9218600 NA 11.0643791 2.5526230 9.5305296 2.8421341 -0.6172774 NA 10.6375884 2.3826949 10.3777620 12.7877100 13.6048172 9.4668587 2.7046285 NA 8.7577410 4.5921520 0.3827226 11.3452361 1.9676482 9.2012837 -0.6172774 9.0848743 4.3827018 1.7046507 0.3827226 NA 6.7046299 NA NA 9.6978511 4.8421341 NA NA 8.8645010 NA 0.9676851 7.2496710 -0.6172774 1.3827226 2.3826949 9.0621816 NA 7.0551273 1.7046507 0.0000000 0.1683500 0.4019400 0.4945900 -0.1361300 0.4904400 0.5514200 0.1401300 0.1401300 0.1731700 0.1731700 -0.4302900 0.1992300 -0.1451500 -0.4278200 0.1885900 -0.1188700 -0.0342230 0.1425100 0.1486000 -0.4127800 -0.1335500 0.2676500 1.3596000 0.5807700 0.5807700 0.3000100 0.2490300 0.5554900 -0.1064400 0.0000000 0.0000000 -0.4320300 0.4019400 0.4019400 -0.4258200 -0.4258200 -0.4258200 -0.1051300 -0.1361300 -0.2102400 -0.2182400 -0.2197300 -0.4265800 -0.4265800 0.1401300 0.1401300 0.1731700 0.1731700 -0.4302900 -0.4130100 -0.4130100 -0.4130100 -0.1451500 -0.4389700 -0.4389700 -0.6078600 -0.1111600 -0.4278200 -0.4330100 -0.1188700 -0.6580800 -0.6551900 0.1425100 -0.4127800 -0.4127800 -0.1220000 0.0599370 -0.4484600 -0.1335500 -0.1797100 -0.4156400 -0.4837600 0.5807700 0.4119500 0.4119500 0.5554900 -0.1443800 -0.1238200 0.0080567 0.0080567 -0.253 0.186 0.000 -0.329 0.189 0.070 -0.316 0.149 -0.413 -0.122 0.000 -0.448 -0.134 0.155 -0.416 0.000 0.581 0.000 0.000 0.249 0.249 0.412 0.555 0.168 0.402 -0.426 -0.110 -0.136 -0.136 0.551 0.125 0.140 0.140 0.173 0.173 -0.231 0.199 -0.413 -0.413 0.000 0.000 -0.253 0.186 0.000 -0.329 0.189 0.070 -0.316 0.149 -0.413 -0.122 0.000 -0.448 -0.134 0.155 -0.416 0.000 0.581 0.000 0.000 0.249 0.249 0.412 0.555 0.168 0.402 -0.426 -0.110 -0.136 -0.136 0.551 0.125 0.140 0.140 0.173 0.173 -0.231 0.199 -0.413 -0.413 0.000 0.000 8.3656952 7.6447965 -0.6172774 4.9676620 9.0462597 8.6704141 10.0029213 9.1964826 11.6332960 0.9676851 6.5324479 -0.6172774 1.3827226 13.8229867 NA 10.3368978 7.6211061 9.4202485 10.5439846 14.1880423 4.1375855 10.9840080 11.0792344 NA 14.1943271 NA 4.7402530 9.6681037 9.9657749 1.8629472 0.3827226 16.1433435 7.7707187 9.3149163 5.7225507 10.0613017 10.2195409 10.0969470 12.7322592 10.2569144 -0.6172774 7.9218606 9.6042886 11.4813916 9.0193261 8.1900563 12.9324862 8.7424509 10.8292627 5.7920927 10.2250518 14.1907104 11.8178509 6.7920927 10.5035874 6.2530665 12.9852844 9.6341839 2.9237197 12.7877100 11.1872359 10.8380288 10.1763048 7.3599814 13.4508357 7.9140831 3.3826949 9.4119888 11.2699221 10.6801910 0.9676851 8.5945900 11.6030799 10.9435120 14.3216833 9.5675768 7.5814906 8.8845387 10.4951410 9.3628411 14.2244133 7.5526268 8.7424509 11.3660515 8.3310688 6.1900558 7.4161245 12.6496344 NA 7.8543766 11.2052723 10.1795524 12.0415824 10.9516077 7.3656952 5.7402530 4.6306268 7.1574884 8.4406931 NA NA 8.0621816 NA 8.3281453 5.1106222 10.3777620 12.7009619 11.1161406 10.1292158 10.9770261 2.7046285 NA 3.2895984 12.8075239 9.3542450 4.1375855 11.3452361 11.4413698 8.7203233 5.4270966 9.2012837 12.8437972 10.4318694 8.7068821 NA 8.1508861 8.4873790 9.0586585 6.4487903 10.0047533 TCGA-77-8131 72 1 383 NA lung stage ib t2 nx m0 male 2000 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 69 1941 r0 NA NA NA NA 2 4 NA NA 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.326744 -0.530114 NA 6.717857 2.929355 4.376818 5.302820 2.639857 5.912873 5.619677 -0.530114 7.614588 9.347980 4.599211 0.469886 NA -0.530114 1.791856 NA 8.131707 11.300841 10.099286 3.277286 8.578454 3.791856 10.587572 -0.530114 NA NA 1.791856 6.827481 0.469886 15.789513 9.657281 10.837890 10.956764 3.929365 NA 10.870275 1.469938 9.443698 3.929365 NA 5.170370 10.452467 6.131281 9.519778 11.746926 10.998872 10.114984 4.679384 0.469886 8.427031 8.028350 4.113784 10.491603 6.503352 10.634208 -0.530114 8.562686 8.554738 6.211396 1.054918 2.791856 8.492297 0.469886 1.469938 9.715482 4.755331 0.469886 -0.530114 10.646726 NA 6.024519 4.558243 4.376818 1.469938 3.170374 10.668988 NA 6.128141 2.453597 0.0070546 0.0111370 0.0111370 -0.0581770 -0.0593000 0.0334250 0.0334250 -0.1069500 -0.1069500 0.0091865 0.0091865 -0.0705210 0.3968000 -0.0540000 -0.0947090 0.0474260 -0.1372800 -0.1686400 -0.0472440 -0.0472440 0.0810500 -0.1059000 -0.1451400 -0.1451400 0.0069595 0.0069595 0.0126710 0.0012640 0.1123000 -0.0201220 0.0420410 0.0070546 0.0111370 0.0111370 0.0111370 -0.0581770 -0.0581770 -0.0581770 -0.0581770 -0.0593000 -0.0593000 0.0576700 0.0576700 0.0334250 0.0334250 -0.1069500 0.0179790 0.0091865 -0.1903500 -0.0705210 0.0105800 -0.3998500 -0.0540000 -0.0540000 0.0019577 0.0019577 0.0019577 -0.0947090 -0.0947090 -0.1852400 -0.1372800 -0.1888100 -0.1686400 0.0383640 0.0117370 0.0303260 0.0000000 0.0580980 -0.1438700 -0.1438700 -0.1059000 -0.1451400 0.0069595 0.0069595 -0.0441290 -0.0441290 0.1123000 -0.0225910 -0.0225910 -0.0225910 -0.0150380 0.000 0.000 0.000 0.000 0.000 -0.137 -0.169 0.000 0.000 0.000 0.000 -0.144 -0.144 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 -0.169 0.000 0.000 0.000 0.000 -0.144 -0.144 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 7.8274812 7.1494098 2.7918557 6.7828122 9.2348009 8.4212140 10.0235585 8.9717666 11.9707711 NA 6.3887923 3.7918557 4.0548919 11.9863680 1.7918557 10.9288485 7.9497094 8.6866753 10.4314441 13.3907473 6.7645505 10.8357049 10.8058778 -0.4324546 12.7208198 -0.5301140 3.7178573 9.5047282 9.1263542 3.5351572 0.4698860 15.3077050 7.5306248 10.2932964 5.1978497 11.7816776 10.1388142 9.853634 11.554405 10.164287 1.791856 9.204639 9.447209 11.655734 9.064254 7.567961 9.970771 6.084638 10.523170 7.727317 10.870809 13.371173 10.727906 7.796359 10.581065 8.455771 13.027513 10.344911 4.694122 11.746926 11.899336 10.923200 9.914944 6.818658 14.125498 6.782812 0.469886 9.853634 10.823627 12.308936 1.791856 9.429931 11.326744 10.709528 14.276174 8.128141 9.018751 9.312280 9.882499 8.544071 17.018458 5.912873 6.084638 11.141028 8.128141 6.170370 9.965784 12.580902 -0.530114 9.331016 10.485344 9.608201 9.483950 9.657281 7.957770 8.910798 7.778268 5.912873 8.612036 NA NA 7.953745 -0.530114 8.951729 5.993491 9.519778 13.275270 10.864392 10.802525 10.802525 4.679384 -0.530114 NA 11.714590 10.455771 5.844968 10.491603 10.561365 6.197850 4.224820 10.634208 13.304400 10.688492 10.383567 -0.530114 8.642357 11.309381 9.819763 8.120981 10.463575 TCGA-77-8133 74 1 1640 NA lung stage iia t1 n1 m0 male 2001 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 22 1941 r0 NA NA NA NA 5 3 NA NA 2 2 3 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1402324 NA 1.9276310 7.9531843 4.7641497 2.5797353 3.9782780 3.8207304 10.4120405 4.9276500 -0.8796481 6.2392357 8.8634457 2.2902180 -0.8796481 NA 2.1202856 0.1203519 1.7052702 7.9081968 11.8604966 9.5296851 6.9968113 8.4010651 NA 11.5957744 -0.8796481 5.2077562 NA 0.7052260 7.8102921 1.1202856 14.3943447 9.8592308 11.8343250 11.8598639 5.6901489 1.7052702 11.5002140 4.4056997 8.1004337 3.3682236 -0.8796481 0.7052260 11.7295284 4.9276500 11.0365469 13.6642256 11.8192159 9.4518495 5.1426626 NA 9.4331771 0.1203519 3.5126062 10.2814261 6.7927200 10.1897440 NA 9.0059905 7.6241199 3.1203022 0.7052260 1.4422269 5.1863817 -0.8796481 NA 9.2700413 5.6280882 NA 0.1203519 10.7659526 -0.2567005 5.4601430 1.4248146 2.1202856 -0.8796481 NA 9.3975816 NA 6.9468431 3.7178245 0.275530 0.156210 0.066086 3.656900 -0.264920 0.136940 0.170910 -0.011060 -0.011060 3.656900 0.251990 0.042590 0.197400 -0.138330 3.656900 1.040900 0.285960 0.108040 0.076279 -0.314710 0.266400 0.293900 -0.018078 -0.018078 -0.050235 -0.050235 2.780300 0.273000 0.529760 0.048688 -0.308390 -0.308390 0.156210 0.066086 0.066086 -0.202010 -0.201120 -0.201120 0.665300 -0.264920 -0.264920 -0.264920 -0.264920 -0.118880 -0.117700 -0.011060 -0.018443 0.251990 0.251990 0.042590 -0.138330 -0.138330 -0.138330 0.154270 -0.205730 -0.205730 -0.205730 -0.317970 -0.315410 -0.315410 0.252770 -0.323680 -0.323680 0.076279 0.266400 0.266400 -0.030601 0.000000 -0.342850 0.296120 0.293900 -0.018078 -0.050235 -0.050235 -0.010784 -0.010784 0.667890 0.079015 0.023998 -0.311780 0.048688 -0.206 -0.206 -0.318 -0.318 1.041 0.286 -0.131 0.000 0.266 0.000 0.000 -0.343 -0.049 0.000 0.000 0.000 0.000 -0.308 -0.033 0.273 0.273 0.000 0.530 0.000 0.000 -0.201 0.464 -0.265 -0.265 0.137 0.020 0.000 0.000 0.185 0.185 0.000 0.155 0.016 0.154 0.000 0.000 -0.206 -0.206 -0.318 -0.318 1.041 0.286 -0.131 0.000 0.266 0.000 0.000 -0.343 -0.049 0.000 0.000 0.000 0.000 -0.308 -0.033 0.273 0.273 0.000 0.530 0.000 0.000 -0.201 0.464 -0.265 -0.265 0.137 0.020 0.000 0.000 0.185 0.185 0.000 0.155 0.016 0.154 0.000 0.000 9.1061363 7.7164841 1.7052702 9.1004337 8.0539851 9.9348766 10.2662263 7.8482148 9.3285286 0.7052260 7.0271850 0.1203519 1.1202856 11.9012440 0.7052260 11.6884879 6.9720435 9.5029183 11.0683986 15.0575991 5.5797262 10.4097368 11.2785883 NA 11.9653922 -0.8796481 2.4422269 8.5104631 9.2024300 -0.7422652 5.0744926 15.4078443 7.1863837 9.6986670 5.2495781 11.6431209 9.7368431 10.601589 11.636487 10.387081 NA 9.900014 9.456801 10.946048 9.686348 7.270041 9.748740 7.953184 14.614105 7.021161 10.950017 14.031171 11.987959 6.921195 11.328224 8.257286 12.694651 10.897138 4.607011 13.664226 11.471786 10.231430 10.638456 7.486616 13.267100 13.690091 3.368224 10.349113 11.5264992 11.3168964 2.2902180 9.5486543 11.1402324 10.1850370 14.1502699 10.1217024 9.7510347 7.9179556 9.4320426 9.5476071 15.6124917 10.4120405 7.9531843 11.8050429 8.8818454 7.4056963 8.5360362 11.8830915 NA 9.0686614 11.5107319 9.2826856 7.7423458 9.8592308 8.2547206 8.6536240 8.1174738 7.6594530 9.1550932 -0.8796481 5.5465580 7.5423587 1.4422269 9.2572853 5.1426626 11.0365469 12.6157745 10.3970003 11.1213505 11.1000767 5.1426626 1.4422269 3.2902180 10.4331772 9.5684105 4.7641497 10.2814261 11.7019656 7.2902189 5.8617619 10.1897440 12.0037012 9.6497248 9.7294729 NA 8.6575125 10.4375203 9.7340836 7.0331840 10.1633215 TCGA-77-8136 74 1 1189 NA lung stage iib t2 n1 m0 female 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 135 1947 r0 NA NA NA NA 2 4 NA NA 3 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8398388 -0.6617753 0.3382247 6.8696321 NA 0.3382247 3.5861763 NA 11.7534640 8.0864430 1.9232253 12.2012751 4.1962293 4.7305693 -0.6617753 NA NA 2.1456122 -0.6617753 7.6328709 11.5022145 8.8696318 3.7305639 8.4545942 3.5861763 12.7124748 0.3382247 2.9232062 0.9231872 -0.6617753 7.5956379 NA 15.3101074 10.8346049 10.3233808 10.9081060 6.4467756 NA 10.8395900 0.3382247 9.0710453 4.0386908 NA 9.6601785 11.3046297 6.1611077 10.3962421 10.9577597 10.7811939 10.1453315 3.5861763 -0.6617753 9.3382504 NA 0.9231872 10.0687205 5.7305666 10.9748750 NA 10.0229990 5.9529602 3.3382532 NA 1.6601985 7.6328709 NA NA 8.8676809 5.4879976 2.7976771 NA 10.2391172 0.6659385 5.7476425 2.4137836 5.4451009 4.2924431 2.7976771 9.8793471 -0.6617753 7.6143749 4.0672601 0.1637000 0.2226800 -0.1873500 0.5945800 -0.1903400 0.7665700 0.1628000 0.0359470 0.0359470 0.1563600 -0.1827000 0.1523300 0.1462200 0.1468200 -0.1940000 0.0174040 0.0000000 -0.0077482 0.1592000 0.1503900 0.1435500 0.1049700 -0.1431000 -0.1431000 0.2243700 0.2243700 0.1475600 0.1475600 0.0538060 0.2565200 0.0890140 -0.2013700 0.2087000 -0.1873500 -0.1873500 -0.1943700 -0.1943700 -0.1943700 0.2279200 0.0741210 -0.1815600 -0.1908700 -0.1908700 -0.1746200 -0.1746200 0.0359470 0.0359470 0.1563600 -0.1943500 -0.2371500 0.5003000 0.1468200 0.1468200 -0.1347100 -0.2037400 -0.2037400 -0.1965000 0.0266540 -0.1940000 -0.1940000 0.0000000 -0.0498300 -0.0498300 0.1592000 0.1408700 0.1408700 -0.2089600 -0.2079600 -0.2098300 -0.2098300 0.0917350 -0.1431000 -0.2154000 0.2379800 -0.1986200 0.1465200 0.0538060 0.2504300 0.2504300 0.2504300 -0.1149500 -0.199 -0.199 0.000 -0.194 0.000 0.000 0.000 0.159 0.144 -0.209 -0.209 -0.105 0.105 -0.143 -0.143 -0.215 -0.011 0.000 0.000 0.148 0.148 -0.199 0.000 0.175 -0.013 0.034 0.228 0.000 -0.182 0.163 -0.012 0.000 0.000 0.156 -0.026 0.152 0.152 0.147 0.012 0.135 -0.115 -0.199 -0.199 0.000 -0.194 0.000 0.000 0.000 0.159 0.144 -0.209 -0.209 -0.105 0.105 -0.143 -0.143 -0.215 -0.011 0.000 0.000 0.148 0.148 -0.199 0.000 0.175 -0.013 0.034 0.228 0.000 -0.182 0.163 -0.012 0.000 0.000 0.156 -0.026 0.152 0.152 0.147 0.012 0.135 -0.115 8.8696318 7.6736405 1.3382247 5.4043412 7.8220660 8.6847640 10.7375283 8.8909193 10.6155378 NA 6.7728780 NA 1.6601985 12.2366628 NA 11.2652876 7.6646798 8.4597841 10.5978348 14.1648982 4.2924431 11.3778549 11.5360814 0.9231872 6.0386908 NA 2.7976771 10.0352180 9.2675089 1.8133195 2.6601756 13.6399609 7.8812822 9.9446556 5.9676067 10.5944591 10.0712658 9.010676 12.469143 10.804837 NA 8.602693 9.717629 11.656793 10.033479 8.545265 9.665803 6.713290 11.091442 10.123703 11.779898 13.608108 11.640889 8.777042 10.496229 8.777042 13.538766 10.872067 4.820133 10.957760 11.382645 11.186091 10.712203 7.441538 13.528090 10.680325 2.660176 10.387418 10.2109253 10.6380308 2.3382532 8.9784954 11.8398388 9.8331059 13.4414538 9.0000285 9.9579844 8.6646798 10.7401965 9.2763596 15.9579689 11.7534640 6.7132903 11.3484288 8.4930685 6.4571921 9.7582106 12.8446820 NA 8.5280751 11.1659900 10.2997001 9.4402261 10.8346049 8.4336476 8.6758724 8.1647988 5.5477028 10.1845243 -0.6617753 NA 7.8657277 1.6601985 9.4310076 5.0106769 10.3962421 12.5394554 10.5373093 10.9418767 11.4107180 3.5861763 0.3382247 9.0212448 12.3526196 10.2960780 4.4257144 10.0687205 11.2807649 7.8058561 5.9676067 10.9748750 11.7132898 10.4752415 9.4803574 5.5477028 7.4310078 10.6469705 9.3702962 6.9455808 10.0194888 TCGA-77-8138 74 1 539 NA lung stage ib t2 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 54 1946 r0 NA NA NA NA 2 4 NA NA 4 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4588198 -0.7048648 NA 8.2435372 NA 0.8800977 3.4650994 NA 10.6543706 9.5119159 -0.7048648 10.5442836 5.2724488 4.1531487 0.2951352 NA NA 2.2951646 NA 7.6260872 11.1437930 8.1716872 2.2951646 8.2667135 3.3826396 11.9027316 NA NA NA NA 7.5191715 -0.7048648 14.8844988 9.7546018 12.3199635 11.8314173 5.5430968 NA 10.1320095 3.2951646 10.0073531 2.4650864 NA 4.4244519 11.0807493 4.2020572 9.5323801 12.5113096 10.4417388 9.5682197 3.6170986 NA 8.5263913 NA 2.8801369 10.5407228 2.9956111 10.1793406 NA 8.4398284 5.6350201 4.5046204 NA NA 7.7045608 NA NA 9.6516220 4.5805736 NA NA 10.9596174 NA 2.2951646 NA -0.7048648 -0.7048648 3.2951646 8.9658264 0.8800977 7.2259073 1.2951940 0.0111800 0.0803120 0.0803120 0.1092100 -0.1960000 0.5516000 0.4021100 0.0910100 0.0910100 0.0094491 0.0094491 0.2749000 0.2749000 -0.2300600 -0.1587300 0.8231400 -0.0381700 -0.2032400 0.0048579 0.0111210 0.0389970 -0.1887300 -0.0377620 -0.3868300 0.3448600 0.3312400 0.0650830 0.0650830 0.0153080 -0.0483420 0.0996260 0.0111800 0.0803120 0.0803120 0.0803120 -0.2846500 -0.2875400 -0.2875400 -0.2961500 -0.1960000 -0.1960000 -0.1960000 -0.1960000 -0.1970000 -0.1970000 -0.1962600 0.0910100 0.0094491 0.0094491 -0.3691800 -0.2300600 -0.2300600 -0.2300600 -0.2300600 -0.1928700 -0.1928700 -0.1928700 -0.1587300 -0.1587300 -0.1587300 -0.1884000 -0.2032400 -0.2032400 0.0048579 0.0441480 0.0441480 0.0000000 0.0000000 -0.1887300 -0.1887300 -0.1862200 -0.3839200 -0.3708600 0.3552800 -0.0502350 -0.0502350 0.0153080 -0.0483420 -0.0483420 -0.0483420 -0.0483420 -0.193 -0.193 -0.159 -0.159 0.823 0.000 -0.203 0.000 0.000 0.000 0.000 -0.189 -0.189 0.000 -0.346 -0.022 0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 0.104 -0.196 -0.196 0.205 -0.197 0.000 0.000 0.000 0.000 0.275 0.275 -0.230 -0.230 0.000 0.000 -0.193 -0.193 -0.159 -0.159 0.823 0.000 -0.203 0.000 0.000 0.000 0.000 -0.189 -0.189 0.000 -0.346 -0.022 0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 0.104 -0.196 -0.196 0.205 -0.197 0.000 0.000 0.000 0.000 0.275 0.275 -0.230 -0.230 0.000 0.000 8.5805721 7.8148061 1.2951940 4.3826327 6.9098799 9.7256226 9.9263471 8.8167706 11.7724224 NA 5.9816700 0.8800977 NA 11.8733069 -0.7048648 10.0525600 5.4849952 8.9245266 10.5208354 13.9647749 5.3395650 11.6210376 10.8955476 NA 10.8521550 NA 7.2259073 9.9015753 9.1390911 2.8374185 0.2951352 15.3885257 6.7381139 9.2479114 5.1025238 10.1793406 10.9627252 9.8707093 12.1242982 10.0724254 0.2951352 7.3175383 6.6260872 11.5587327 9.9877856 7.6571140 10.7989958 5.5619554 11.0341025 10.0500576 12.7585667 13.6894988 12.3641163 7.2318077 11.6322344 8.4874630 12.8701183 10.5857650 3.2325073 12.5113096 11.9755296 11.1774310 10.7114398 7.1778132 13.2556228 9.2005571 3.2951646 10.1831523 11.6664022 11.8108699 0.2951352 8.3035986 11.4588198 11.3399057 14.8809533 8.9043489 8.9677721 9.1137523 10.1609033 8.0732472 15.4108640 10.6543706 5.5619554 11.3793141 7.9746503 5.5430968 9.3175379 12.8546667 0.2951352 8.8226470 10.4831407 9.9254372 9.2214660 9.7546018 8.4474548 7.6125825 5.2951683 6.2020611 8.9227039 NA -0.7048648 8.4115140 0.2951352 8.6327920 6.4948428 9.5323801 12.9083840 11.7303194 10.0748894 11.0658339 3.6170986 NA -0.7048648 12.1801037 9.7443187 5.8497591 10.5407228 11.1899878 6.5525584 4.5046204 10.1793406 12.3676377 10.8983328 9.7266678 NA 8.5430976 10.2186313 9.9236155 8.0928317 10.2923496 TCGA-77-8139 72 0 NA 3166 lung stage iib t3 n0 m0 male 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 52 1951 r0 NA NA NA NA 4 1 NA NA 3 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.2100780 NA NA 7.7466715 NA 1.8970080 2.6339659 NA 11.0572976 4.3995061 NA 11.2398215 2.8970080 9.0884766 NA NA NA NA 3.0124793 7.1575339 11.4503153 7.1637926 -0.6880319 9.1900943 2.6339659 12.3657997 NA 0.8970080 NA NA 9.4894631 NA 13.4315513 11.0181078 11.0760857 10.6249265 6.8038960 NA 10.7877770 0.8970080 8.9718255 1.8970080 NA 2.8970080 11.1413104 3.7043629 11.4061212 13.3433027 10.4257856 10.0171228 2.1193894 NA 9.8058989 NA 1.8970080 10.8370749 3.9558986 8.2338842 3.6339659 10.1676907 4.5974477 4.1193977 NA NA 5.8818995 NA NA 9.6552293 4.0669330 5.0934038 NA 11.2260548 8.0661290 2.8970080 -0.6880319 0.3120843 2.4819705 -0.6880319 8.8988834 NA 7.7298960 1.3120262 0.767150 0.100600 0.100600 0.616070 -0.094592 0.471520 0.471520 0.015587 0.015587 0.305210 -0.105000 0.317550 0.317550 0.041600 0.120490 -0.118350 -0.108540 -0.359450 0.498050 0.585510 -0.021373 0.110520 -0.125250 -0.125250 0.013411 0.013411 0.010424 0.010424 -0.127200 -0.014916 0.111110 0.088149 0.100600 0.100600 0.095363 -0.358740 -0.357150 -0.357150 0.127120 -0.104080 -0.094592 -0.094592 -0.604970 -0.354760 -0.354990 0.597640 0.015587 -0.105000 -0.122770 -0.359430 0.041600 0.041600 0.041600 -0.360110 -0.118090 -0.118090 -0.118090 0.120490 0.120490 0.120490 -0.118820 -0.359450 -0.359450 0.365260 -0.021373 -0.021373 0.231920 -0.349730 -0.358860 0.110520 0.110520 -0.125250 0.092170 0.013411 0.134410 0.366900 -0.127200 0.000000 0.000000 0.000000 -0.472050 -0.118 -0.118 0.120 0.120 0.000 0.000 -0.359 0.498 0.000 0.232 -0.118 -0.359 -0.359 -0.125 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.367 -0.127 0.101 0.101 -0.230 0.127 0.000 0.000 0.134 -0.337 0.000 0.000 0.200 -0.105 -0.042 0.318 0.000 -0.360 0.000 0.000 -0.118 -0.118 0.120 0.120 0.000 0.000 -0.359 0.498 0.000 0.232 -0.118 -0.359 -0.359 -0.125 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.367 -0.127 0.101 0.101 -0.230 0.127 0.000 0.000 0.134 -0.337 0.000 0.000 0.200 -0.105 -0.042 0.318 0.000 -0.360 0.000 0.000 9.9128856 8.0090112 0.3120843 6.4515952 4.9558986 9.4166422 10.8666324 8.6339717 8.9880007 NA 7.0669309 NA 3.7043629 12.4395543 NA 10.4515948 6.4719142 8.7150556 11.1774481 14.3900692 3.0124793 10.5360452 11.5717868 2.7714842 8.3063971 1.8970080 5.8818995 9.4374571 9.7611922 NA 1.3120262 14.8012329 8.9738216 8.9432204 4.8666311 8.7898016 10.2338845 9.693586 12.500478 10.726729 1.897008 9.119398 10.408100 11.352333 10.107271 9.003787 11.130626 7.948668 11.308160 10.698984 11.480716 13.600333 11.384846 6.881900 10.524540 6.012484 13.298952 10.939577 5.230191 13.343303 11.320822 9.239821 10.760676 6.410075 13.256247 12.148488 0.897008 11.002914 10.2494174 9.4756931 -0.6880319 9.6881688 12.2100780 11.3605304 13.8940673 9.8828480 10.5584516 9.0228499 10.4907084 9.8492618 13.8252159 11.0572976 7.9486680 12.0524568 9.6317156 5.6518927 9.9432206 11.1003540 -0.6880319 7.5117155 11.2102670 9.7129230 8.6089596 11.0181078 9.3021474 9.3427107 5.3564361 4.1700212 9.5360451 NA NA 8.6673947 -0.6880319 8.6135398 1.8970080 11.4061212 12.5713454 11.1708016 10.4080998 11.6775458 2.1193894 0.3120843 NA 11.6043651 9.9932819 2.1193894 10.8370749 11.2918259 5.7877772 5.9985430 8.2338842 11.9998566 10.3225716 8.5239320 -0.6880319 7.0399642 8.8294177 9.8502325 7.2893236 10.7107872 TCGA-77-8140 66 1 351 NA lung stage iib t2 n1 m0 female 2003 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 78 1962 r0 NA NA NA NA 4 1 NA NA 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4224332 NA 1.9075060 7.9649721 NA 1.1705661 3.1705500 NA 9.6245127 1.1705661 NA 4.8335226 2.3929493 4.2860309 NA -0.4144605 -0.4144605 -0.4144605 NA 7.7605197 11.7877176 9.2312521 5.3929493 8.8335214 0.5856356 13.6927291 -0.4144605 NA NA -0.4144605 9.1130709 2.5855875 12.8967745 9.7404119 12.1824824 12.4777571 4.4435735 NA 11.2504855 NA 8.2330521 2.5855875 1.5855875 9.0834456 11.1321652 2.9261513 10.7142326 12.3965670 11.4536447 9.1506770 4.3929493 NA 9.0429748 NA 5.0450235 9.5484898 3.6730589 9.3864937 4.5397916 8.0034465 3.1705500 3.2860383 -0.4144605 -0.4144605 6.5281087 -0.4144605 NA 9.4041759 5.7754193 0.5856356 -0.4144605 10.6003118 NA 3.4924813 NA -0.4144605 -0.4144605 2.3929493 7.5628736 NA 7.0854395 1.1705661 0.0083351 0.0069435 -0.0231550 0.4633100 0.0038854 0.8260800 0.2946900 -0.4796500 0.0016642 0.0152270 0.0113710 1.4426000 0.5890600 -0.4759600 0.0148880 0.0150280 0.0101460 -0.0094046 -0.4678000 -0.4765900 0.0348180 0.0214630 0.4592200 0.4923400 0.0266540 0.0266540 1.7283000 0.0283410 0.5164700 -0.1057900 0.0150280 0.0150280 0.0069435 -0.0045592 -0.0037395 -0.4865900 -0.4865900 -0.4865900 0.4064400 0.0146090 -0.0016629 -0.4889000 -0.4889000 -0.3170400 -0.3170400 0.5759400 0.0016642 0.0152270 0.0132130 -0.4834400 -0.4759600 -0.4759600 -0.4759600 -0.4759600 -0.4684400 -0.4684400 -0.4789200 -0.4890000 0.0090104 0.0041632 0.0101460 -0.4886900 -0.4886900 -0.4678000 0.0304510 0.0267950 -0.4697200 0.0345360 -0.4822900 0.0214630 0.0322810 -0.4870100 0.0633660 0.0282000 -0.4725800 0.0359470 0.0224440 -0.1057900 -0.1057900 -0.1057900 -0.1057900 -0.468 -0.468 -0.489 0.000 0.000 0.000 0.000 -0.477 0.000 -0.470 -0.470 -0.482 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.000 0.000 -0.487 0.457 0.000 0.000 0.295 -0.016 -0.480 -0.480 0.000 0.000 0.106 0.589 -0.476 -0.476 -0.106 -0.106 -0.468 -0.468 -0.489 0.000 0.000 0.000 0.000 -0.477 0.000 -0.470 -0.470 -0.482 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.000 0.000 -0.487 0.457 0.000 0.000 0.295 -0.016 -0.480 -0.480 0.000 0.000 0.106 0.589 -0.476 -0.476 -0.106 -0.106 6.9075216 7.3270604 -0.4144605 8.3066929 6.7754180 9.2240297 10.5848892 8.4954869 10.9436955 0.5856356 6.6190168 0.5856356 -0.4144605 12.5295737 NA 10.8216080 7.1554497 9.3603810 10.6525306 14.2218219 5.2860346 11.0552357 11.8712850 -0.3578992 6.6941183 -0.4144605 3.8335176 9.2058135 10.2955391 NA 0.5856356 15.4251421 7.2650740 8.9714562 3.8335176 10.4857059 8.8311467 10.721944 11.345482 10.139223 NA 9.654372 6.574279 11.424404 10.250930 8.040921 11.015001 5.925444 11.010275 10.230351 10.484195 14.579417 12.486838 4.492481 11.094379 8.333787 12.603272 11.704211 4.462844 12.396567 11.531038 10.998164 10.412937 7.116975 13.697892 11.272532 6.714877 11.984605 11.7726365 10.7772699 -0.4144605 8.7019378 11.4224332 10.5975199 14.2893887 10.0531993 9.3615991 9.4984833 9.9409449 8.7778865 13.5469531 9.6245127 5.9254441 10.2694657 9.5643042 4.9075204 8.4954869 12.4192746 NA 7.1478358 11.9156704 9.1420999 8.1667943 9.7404119 9.8870901 7.0613269 5.2003042 3.9779118 9.7999130 NA 1.1705661 8.4057729 -0.4144605 8.4682367 6.4310847 10.7142326 13.3687967 11.0789489 10.2048968 10.6657451 4.3929493 3.7555179 NA 9.9671368 8.6993361 4.7555179 9.5484898 11.2825614 4.5397916 5.4924845 9.3864937 13.6906839 11.0557443 8.6408761 2.1705661 8.7999130 10.9990842 10.0572690 8.1592412 9.9671368 TCGA-77-8143 76 1 803 NA lung stage iiia t2 n2 m0 male 2004 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 NA NA NA NA 3 2 1 6 1 1 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9326361 2.7827231 0.4607950 6.7887183 NA NA 7.1675526 NA 8.2089844 1.8758194 2.0457575 5.1237572 1.8758194 2.3352546 -1.1240627 -0.1242199 NA NA -1.1240627 5.8870573 12.0901482 6.9037349 0.8758587 8.7569429 -0.1242199 11.6833852 -0.1242199 NA 2.6831799 NA 5.8758292 2.8758194 12.4989069 10.0992275 10.4504226 11.3993910 3.8300220 NA 10.7542632 -1.1240627 8.5442176 1.1977396 -1.1240627 4.3352617 11.2995017 2.8758194 10.8021250 12.7448445 9.7431078 10.8247511 1.4607950 NA 8.3636692 NA 1.4607950 9.7683719 3.0457575 10.0413641 -1.1240627 9.0986240 3.9632892 2.3352546 0.8758587 -1.1240627 5.0656542 NA -1.1240627 9.1612312 4.2333819 NA -1.1240627 7.8300252 7.4020937 2.7827231 0.8758587 1.8758194 0.8758587 NA 7.4033061 0.4607950 6.8183431 0.4607950 0.0025665 0.7305700 -0.0099565 0.4080500 0.0000000 1.0938000 0.4203200 2.8356000 -0.0034627 1.8715000 0.1565100 1.0755000 1.0992000 -0.4321400 2.3118000 0.1306600 0.1225500 -0.4385400 0.4364800 0.4255300 0.9936400 -0.0269880 0.3839700 0.3839700 -0.4112400 -0.4112400 0.3677200 0.3677200 1.0584000 0.0164250 0.0055529 0.0025665 -0.0209610 -0.0099565 -0.0099565 -0.4325700 -0.4325700 0.3957900 0.3957900 0.0000000 0.0000000 -0.0094046 -0.0094046 -0.4254900 -0.4275700 0.0038854 -0.0034627 0.1565100 0.1284500 -0.4485700 -0.4321400 -0.4321400 -0.4321400 -0.4321400 0.3902000 0.4250300 -0.3820100 -0.4486800 -0.4338700 -0.4546900 0.1225500 -0.4385400 -0.4385400 -0.4184900 -0.0087146 -0.0087146 -0.4322500 -0.4524400 -0.0253460 -0.0253460 0.3784100 0.3499000 0.3408000 -0.4112400 0.4049400 0.4049400 1.0738000 0.0164250 0.0164250 0.0164250 0.0164250 0.425 -0.382 -0.132 -0.434 0.123 0.123 -0.439 0.426 0.000 -0.439 -0.439 0.000 0.000 0.384 0.384 -0.411 -0.411 0.000 0.000 0.368 0.368 0.405 1.058 0.000 0.000 -0.037 0.396 0.000 0.000 0.666 -0.428 0.000 0.000 -0.285 0.157 0.627 1.075 -0.432 -0.432 0.000 0.000 0.425 -0.382 -0.132 -0.434 0.123 0.123 -0.439 0.426 0.000 -0.439 -0.439 0.000 0.000 0.384 0.384 -0.411 -0.411 0.000 0.000 0.368 0.368 0.405 1.058 0.000 0.000 -0.037 0.396 0.000 0.000 0.666 -0.428 0.000 0.000 -0.285 0.157 0.627 1.075 -0.432 -0.432 0.000 0.000 9.5151698 7.9202230 -1.1240627 3.8758292 5.7584711 5.7706467 10.9853333 8.4757419 9.0319121 -1.1240627 7.1565999 NA 0.4607950 11.3316700 -1.1240627 9.9915230 3.4607950 9.3352606 11.0128138 14.1710240 3.9202266 10.5905039 11.3841190 -1.1240627 7.9712262 NA 7.4456845 9.2530395 10.5309125 -0.9351171 NA 14.1770037 8.4284979 9.6637315 2.1977711 11.7485039 8.7166069 9.964617 12.723572 10.188712 -1.124063 8.830026 8.788718 12.355357 9.778958 7.746194 10.832205 8.486854 12.869379 11.876005 11.219292 14.216236 11.812467 5.268146 10.501081 6.497881 12.635509 10.850960 4.699579 12.744844 11.664751 10.086500 10.536716 7.438072 13.493986 10.623183 3.268150 11.719358 11.7628592 12.7654281 -0.1242199 8.7961818 11.9326361 11.0668882 14.9557509 9.7887183 10.5440094 9.1094488 9.7189650 8.5517859 14.1436033 8.2089844 8.4868539 10.9215887 9.1379238 2.4607950 7.7275781 8.4169259 NA 6.7275774 11.9174882 9.1046478 8.2022585 10.0992275 9.0532485 6.2067467 4.8300271 5.6440120 9.2692195 -0.1242199 0.8758587 7.6071483 -0.1242199 8.5883560 1.8758194 10.8021250 13.2178342 11.3083709 10.6779415 10.9908727 1.4607950 NA NA 9.0594645 10.5814614 4.9419185 9.7683719 11.7780157 4.3676856 3.4607950 10.0413641 12.7456157 10.8509605 7.4942148 NA 11.3444531 9.0807059 10.0834535 7.4304183 11.2598033 TCGA-77-8144 70 0 NA 833 lung stage ib t2 n0 m0 male 2004 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 59 1944 r0 NA NA NA NA 1 2 NA NA 1 1 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8684871 -1.1124747 NA 7.1116354 NA NA 0.8876033 -1.1124747 10.2996740 3.4725917 5.2451838 8.4033333 3.7456138 3.8418323 -1.1124747 5.6820507 0.4725917 0.8876033 NA 7.5600592 11.0332473 6.6087324 2.2095469 8.4912599 0.4725917 12.4887078 NA NA NA -1.1124747 6.6949888 -1.1124747 14.2894436 11.2440854 10.5023433 11.8563003 2.6949916 NA 10.6913610 0.4725917 8.3920752 NA NA 11.6562314 10.6041271 4.2156786 10.5165347 11.8131879 10.6512608 9.1964730 2.0575542 NA 8.7885004 4.0575542 1.2095781 10.2274835 2.7945198 10.0227014 NA 6.0873058 3.8876325 NA NA -1.1124747 6.5741333 NA NA 9.3854854 5.8183700 4.5600607 NA 11.0817747 7.2472516 1.4725917 1.3833310 1.4725917 2.2095469 NA 7.8005227 0.4725917 6.5458448 NA 0.0433210 0.0335490 0.0043021 0.3916400 -0.2726000 0.0162860 0.0162860 -0.0575200 -0.0575200 0.1007400 -0.6439600 -0.6415200 0.6808700 -0.6381200 0.1266800 0.0696690 0.1822300 -0.4344200 0.0549450 0.0282000 0.0448570 0.6721500 -0.6131600 -0.6216900 -0.3366400 -0.3366400 -1.0144000 0.3775900 0.0545180 0.9027100 -0.6875200 0.0433210 0.0169850 0.0043021 0.0043021 -0.6619800 -0.6619800 -0.6554700 0.0478360 -0.2455700 -0.2639600 -0.6503100 -0.6503100 1.3694000 -0.0022168 -0.0575200 -0.1879800 -0.6604000 -0.6708500 -0.6557500 -0.6381200 -0.6381200 -0.6381200 0.0725400 -0.6598400 -0.6598400 -0.2792500 0.0153080 0.1266800 0.1266800 -0.2851300 -0.6679000 -0.4344200 0.0549450 0.0335300 0.0448570 0.0363670 0.0532370 0.0193630 -0.2993300 -0.6943200 -0.6216900 -0.3366400 -0.3366400 0.0635090 0.0635090 -0.6472500 -0.2523700 -0.2523700 -0.2523700 -0.2523700 -0.660 -0.279 -0.271 -0.145 0.000 0.000 -0.434 0.000 0.000 0.000 0.000 -0.299 -0.299 -0.613 -0.613 -0.337 -0.337 0.000 0.000 -0.654 -0.277 0.000 0.000 0.000 0.000 -0.655 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 -0.629 -0.629 -0.640 -0.640 -0.638 0.624 -0.252 -0.252 -0.660 -0.279 -0.271 -0.145 0.000 0.000 -0.434 0.000 0.000 0.000 0.000 -0.299 -0.299 -0.613 -0.613 -0.337 -0.337 0.000 0.000 -0.654 -0.277 0.000 0.000 0.000 0.000 -0.655 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 -0.629 -0.629 -0.640 -0.640 -0.638 0.624 -0.252 -0.252 6.5386856 8.3511579 0.4725917 7.9072242 7.5600592 7.2626727 11.1287228 8.6982053 9.5511916 NA 6.0475057 NA 0.8876033 10.9810510 0.4725917 11.0085193 5.4422236 8.7471682 11.1401925 14.2149756 2.6949916 11.3133739 11.4603337 NA 11.3969136 NA -0.1123188 10.0310167 11.3661478 -0.9879320 -1.1124747 14.9828450 9.1176540 9.8526962 4.7945250 9.0500249 9.4791558 8.481958 12.334975 9.906529 NA 8.831613 9.276727 11.867237 9.305486 8.509685 11.193980 7.948329 11.867582 6.006574 12.000724 13.894003 11.205611 7.754912 10.418527 7.097087 13.512258 10.282632 5.265624 11.813188 11.343474 9.533292 10.640432 5.853417 14.834852 9.419989 2.694992 9.182254 11.2484806 8.7610775 -1.1124747 9.5133423 10.8684871 12.3397460 15.1375615 8.9737697 10.1640778 7.2970245 10.8911479 9.6706316 13.4338648 10.2996740 7.9483293 11.4555895 6.6087324 6.3954279 6.3305763 11.4758796 NA 9.0786928 10.4693048 8.6787962 9.1461995 11.2440854 7.2274831 3.9320234 3.6949916 2.9750982 8.9100014 NA NA 6.4267931 NA 8.8257427 4.5023433 10.5165347 14.9513445 10.9664514 11.4486827 11.5366651 2.0575542 -0.1123188 NA 10.7448369 9.1788043 1.4725917 10.2274835 11.8667014 6.2274831 -1.1124747 10.0227014 12.0206151 10.5256168 9.5215368 NA 3.5314938 7.6810739 9.7952752 7.2799513 8.8079863 TCGA-77-8145 73 1 212 NA lung stage iiib t4 n1 m0 male 2000 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 57 1943 r1 NA NA NA NA 3 1 NA NA 1 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.244856 11.621233 -0.244856 -0.244856 8.409749 -0.244856 2.755123 7.757478 NA 9.938748 9.149576 -0.244856 13.380708 8.290388 4.662006 NA 1.755101 1.340049 -0.244856 -0.244856 7.685850 12.320929 8.420449 7.012501 8.799507 1.755101 12.350837 NA 5.637755 NA NA 6.112665 -0.244856 14.882382 10.104947 11.699093 12.096910 6.874054 NA 10.944937 5.842577 8.552321 3.755112 2.340078 3.340078 10.930507 3.755112 11.004819 12.137197 10.699093 9.844590 4.562468 1.755101 10.208384 3.077038 0.755144 10.787847 2.340078 10.435472 -0.244856 9.993518 5.003040 6.112665 -0.244856 2.340078 7.130152 -0.244856 NA 9.284544 6.483034 NA 2.755123 8.942465 NA 0.755144 3.196072 -0.244856 4.884398 -0.244856 9.557629 2.340078 6.600603 2.755123 0.3994100 0.5569100 0.2698500 1.5232000 -0.0018014 0.4653600 0.4653600 -0.0038779 -0.0038779 0.0370760 0.0370760 -0.3736900 0.3721600 -0.3755000 0.0087528 -0.0641060 -0.0641060 -0.0171160 0.0869560 0.0869560 -0.1859700 -0.0055375 0.0204830 0.0204830 0.2934200 0.2934200 3.6569000 0.3525100 0.6814300 0.0109820 -0.1792200 -0.1819400 0.0016642 0.2698500 0.2698500 -0.3656700 -0.3656700 -0.3656700 0.3669000 -0.3444600 -0.0018014 -0.0018014 -0.0018014 -0.3655900 -0.3708500 -0.0038779 -0.0038779 0.0370760 -0.0069195 -0.3713200 -0.3755000 -0.3755000 -0.3755000 0.0833420 -0.0008316 -0.0008316 0.0108420 -0.0161540 0.0087528 0.0087528 -0.0838350 -0.0178030 -0.0171160 0.0869560 -0.1840800 -0.1840800 0.0126550 0.0126550 -0.3831300 -0.0055375 0.3610000 0.0204830 -0.1478500 0.2934200 -0.1907400 -0.1907400 0.6814300 0.0000000 0.0000000 0.0109820 0.0109820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.184 0.000 0.000 -0.378 0.000 0.000 0.000 -0.120 0.173 0.220 0.399 0.000 0.353 -0.191 0.681 0.000 0.259 0.001 0.367 -0.344 -0.344 0.465 -0.371 0.000 0.000 0.000 0.000 -0.371 0.001 -0.375 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.184 0.000 0.000 -0.378 0.000 0.000 0.000 -0.120 0.173 0.220 0.399 0.000 0.353 -0.191 0.681 0.000 0.259 0.001 0.367 -0.344 -0.344 0.465 -0.371 0.000 0.000 0.000 0.000 -0.371 0.001 -0.375 -0.136 0.000 0.000 9.989930 7.406165 NA 7.040515 6.755113 10.515833 10.214545 8.441613 9.631630 1.340049 6.777480 NA 0.755144 12.411091 -0.244856 10.422224 7.935022 9.471075 11.010307 14.542811 1.340049 10.335371 11.188177 1.354452 9.321167 -0.244856 4.077038 9.028909 9.658995 NA 3.755112 14.439862 7.317356 9.976700 5.455554 10.775398 9.815809 10.183473 12.353863 10.515001 NA 10.469358 9.388108 11.493205 10.733108 8.262908 11.087149 8.358739 11.485137 10.644617 10.773313 13.812682 11.508748 8.340075 10.248968 9.360593 12.997543 10.584836 4.583441 12.137197 11.298628 10.056609 10.407062 8.189741 12.851695 12.545869 3.562462 9.541383 11.985434 10.630094 1.340049 8.995904 11.621233 10.697627 13.345930 9.278675 8.847051 8.072525 10.560857 8.914984 13.757049 9.938748 8.358739 11.832596 5.842577 7.302007 9.170855 12.947714 NA 7.324969 12.047147 10.035884 10.016032 10.104947 9.049734 6.732393 5.040515 6.935022 9.226788 2.340078 0.755144 8.774704 NA 9.317355 5.278676 11.004819 12.098576 10.449471 10.495737 11.422224 4.562468 4.340078 9.413324 12.779214 11.127978 4.278676 10.787847 11.536473 8.328760 4.964565 10.435472 11.284055 9.611539 8.568894 6.413325 9.675466 10.127205 9.872756 8.172965 10.361518 TCGA-77-8146 72 0 NA 3189 lung stage ia t1 n0 m0 male 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1954 r0 NA NA NA NA NA 4 NA NA 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2608202 NA -0.0257644 7.0186564 NA 0.9742356 4.6747036 0.9742356 11.1221034 4.9284603 0.9742356 8.8228853 5.8322445 4.0617244 -0.0257644 2.2961931 -0.0257644 -0.0257644 NA 7.3318145 10.8507793 7.6108868 3.4336939 8.1441876 2.2961931 10.9959365 4.0617244 NA NA 3.4336939 7.8071527 5.3318127 14.6477372 10.0497416 10.3141125 11.6790307 4.6181212 NA 11.2387050 NA 8.7617733 5.1837168 NA NA 11.3055657 4.8864331 11.3852437 11.4428865 10.7241319 9.1347895 2.5592226 NA 9.4047150 NA 3.1441932 10.9414887 3.7816220 10.3536408 2.2961931 7.2221902 5.4661148 5.1035438 -0.0257644 NA 5.4336939 NA NA 8.9020404 5.7021838 -0.0257644 NA 11.4239270 NA 2.5592226 1.5592471 1.9742723 NA NA 8.6572570 NA 6.5288510 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6885080 7.6607632 NA 2.7816115 6.0403511 9.5288512 10.3558054 7.7490495 10.2631286 NA 7.6253143 NA 1.9742723 11.4362534 -0.0257644 10.7686783 3.6746979 9.1714791 10.6672266 13.8120874 5.2221902 10.4570703 11.1176456 0.9742356 10.4265037 NA 6.6181182 9.0484038 9.2410491 NA 1.9742723 13.7308188 7.4005268 9.3318145 3.9742631 10.3687251 9.8322435 9.947242 12.073939 10.326306 NA 6.755622 6.314113 12.000786 10.072294 6.646688 10.940047 8.960104 10.893856 10.928459 14.040099 13.964189 11.939325 5.588972 10.546015 7.794441 13.011123 10.918974 3.791887 11.442886 11.836900 10.037658 10.656379 6.674702 13.060278 11.111894 5.331813 10.924089 12.0193395 12.0440478 2.2961931 8.4780880 11.2608202 10.6633869 13.5278905 9.4580783 9.5224101 8.6607629 9.3383970 9.0643750 15.1902504 11.1221034 8.9601045 11.6638237 5.7021838 5.2961894 9.1163694 11.5264512 NA 8.1934307 10.4182420 9.4780882 9.7800064 10.0497416 8.4741083 7.1240096 5.9049994 5.6747036 8.8961035 -0.0257644 6.1837168 8.4047150 0.9742356 8.7880436 2.2961931 11.3852437 12.4449213 10.4691181 10.2292910 10.6625127 2.5592226 -0.0257644 3.9742631 11.0840931 9.8275720 6.1640863 10.9414887 11.4026226 5.5592256 3.9742631 10.3536408 12.1569671 9.7157294 8.6885080 NA 9.3622796 9.8049678 9.4130543 6.5134213 10.4820571 TCGA-77-8148 68 0 NA 2023 lung stage iiia t3 n1 m0 male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 NA r0 NA NA NA NA 5 2 NA NA 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6866394 NA 0.1802752 8.1831470 5.8385434 -0.8195975 6.5170615 NA 3.5022542 5.6065962 3.3502568 12.2541387 4.0872252 6.5812111 NA NA 0.7652801 3.4282630 8.3577512 7.4749527 11.3991977 10.4512111 6.7876623 7.3602405 1.9876847 9.3083261 1.5022797 6.3198834 NA NA 6.0872231 -0.8195975 14.5035597 10.0060856 10.2206215 11.4267755 6.3602414 4.7652960 11.9031393 4.0872252 8.3841690 0.1802752 NA 8.0781775 11.3563179 4.3897871 11.2189079 13.1763639 9.9812318 9.4170995 5.0872210 -0.8195975 11.5610634 NA 2.1803388 10.0218962 3.5726472 10.7737229 0.7652801 10.3332504 6.9352193 1.1803388 -0.8195975 1.7652801 6.0506976 NA NA 9.0614457 4.9082509 -0.8195975 3.3502568 11.7487630 -0.2346350 3.3502568 NA 0.1802752 2.8807639 1.9876847 8.8331769 1.1803388 7.4703506 2.8807639 0.5122800 1.2757000 0.0576530 3.6569000 -0.3361800 0.3422600 0.3422600 0.0047190 0.0047190 1.7046000 0.6434100 1.1771000 1.2798000 -0.3428500 2.7846000 0.3901500 0.3382000 -0.1864700 0.1225500 0.8100600 -0.0107290 -0.0094046 0.0829090 0.0829090 1.2504000 1.5352000 0.0605080 0.1775400 0.0143300 0.0000000 -0.3182100 -0.2649200 0.7267800 -0.1522100 -0.5667400 -0.4968300 -0.4968300 -0.4968300 1.2230000 -0.7005500 -0.3361800 -0.9216700 -0.5052500 -0.5151600 -0.5195700 0.1026800 0.0286220 0.5058500 0.5638300 -0.5834300 -0.3508400 -1.2929000 -0.3428500 0.5068900 0.3296300 0.3296300 -0.4052800 -0.5164000 -0.5355200 -0.5355200 -0.6764600 -0.1396200 -0.1396200 1.1947000 0.6483600 -0.0116110 -0.0580580 -0.0716060 -0.1659900 0.7671500 -0.0094046 -0.1659600 0.4599000 -0.6249300 -0.1580900 -0.1580900 0.0143300 -0.0268510 -0.0268510 0.0000000 0.0000000 0.284 -0.405 -0.536 -0.536 0.338 0.338 -0.140 0.000 0.000 0.000 0.000 -0.157 0.000 0.000 -0.118 1.250 1.250 -0.265 -0.265 0.000 0.117 -0.158 0.000 0.631 0.000 -0.150 0.344 -0.701 -0.701 -0.153 -0.495 0.000 0.000 0.526 0.643 -0.268 0.315 -0.243 -0.243 0.000 0.000 0.284 -0.405 -0.536 -0.536 0.338 0.338 -0.140 0.000 0.000 0.000 0.000 -0.157 0.000 0.000 -0.118 1.250 1.250 -0.265 -0.265 0.000 0.117 -0.158 0.000 0.631 0.000 -0.150 0.344 -0.701 -0.701 -0.153 -0.495 0.000 0.000 0.526 0.643 -0.268 0.315 -0.243 -0.243 0.000 0.000 9.1873590 7.7425742 1.5022797 8.6356590 6.0629743 9.4282592 10.9099525 7.8562886 9.5907831 2.6397647 6.8313833 NA 6.0991942 11.7177929 NA 10.7451815 7.6023967 10.2206215 10.8979012 13.9397519 2.5022542 10.2165054 10.9538832 2.7653014 10.8443346 2.3502709 NA 8.6274150 10.5731858 -0.6560806 3.3502568 14.4342901 7.8945771 9.6086919 4.4282563 10.8469996 10.1690165 10.010055 12.284767 10.102916 1.765280 10.799635 10.006880 10.941052 9.751136 8.423506 11.148639 7.723363 12.522814 9.154746 12.029481 13.489950 11.674437 6.157612 10.635659 7.345238 12.387499 10.729154 5.798276 13.176364 10.780245 9.933549 10.633088 6.955119 13.397787 14.385705 5.824187 11.179980 10.5466540 10.4157478 1.5022797 9.2383235 11.6866394 11.0136173 14.1521870 10.0667904 9.9234074 8.5488381 10.1088502 11.6120906 14.7425742 3.5022542 7.7233633 11.7984879 9.2192508 5.4282597 8.7349206 11.3583742 NA 7.1915587 11.2237009 9.3096148 8.6212010 10.0060856 7.7310787 7.2624811 5.4282597 5.5022606 8.9941130 4.6065962 5.6721849 8.2888564 -0.8195975 9.0398666 1.9876847 11.2189079 12.7667025 10.2390001 10.8531991 11.0468380 5.0872210 3.4282630 NA 11.3089706 8.9925090 5.4657329 10.0218962 11.6977551 7.3946513 2.8807639 10.7737229 12.1140225 10.2109989 8.7406645 5.8096897 2.7653014 9.1710739 9.7009505 8.5378839 10.7699829 TCGA-77-8150 64 1 1655 NA lung stage iiia t3 n1 m0 male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 46 1961 r0 NA NA NA NA 5 2 1 1 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1367222 NA 0.3382247 8.4675334 NA 0.3382247 7.3245478 NA 9.0864433 3.6601756 NA 6.8774093 1.9232253 4.7976823 0.3382247 NA NA 0.3382247 NA 7.5379227 10.4217297 10.1294132 1.3382247 7.6601785 0.3382247 11.4263761 0.3382247 NA NA 0.3382247 6.4879976 NA 14.3973413 10.1806008 11.7529356 11.1318537 3.6601756 NA 12.3176756 NA 8.3212440 3.1456122 NA 9.5814243 11.4022319 4.5861763 9.6073771 13.5419043 11.5962275 9.0192427 1.9232253 NA 9.4097127 NA 1.9232253 10.1080882 5.3382497 10.1520317 0.3382247 8.1899995 5.7976823 3.3382532 NA NA 7.3716730 NA NA 9.1806007 4.3382532 NA 0.3382247 11.5268392 2.1164646 5.3382497 NA 1.3382247 0.3382247 NA 8.3438750 NA 6.6781001 5.2694596 -0.226620 0.318670 1.004200 0.832740 -0.579100 0.706620 0.718100 -0.181620 -0.181620 0.160400 1.348400 0.110450 0.122550 0.747080 -0.233060 -0.538960 0.687750 -0.592400 0.348440 0.372490 0.427720 -0.187850 0.146370 0.135030 0.113010 0.113010 0.086088 0.086088 0.392800 0.000000 -0.602160 0.111550 0.329790 0.371170 -0.599640 -0.587550 -0.587550 -0.582840 0.805100 -0.579100 -0.566240 -0.566240 -0.566240 -0.583070 -1.292900 -0.230800 -0.181310 0.160400 0.451390 0.110450 0.115360 0.115360 0.115360 -0.600800 0.384300 0.384300 -0.220470 -0.233060 -0.228960 -0.228960 0.746220 -0.585000 -0.585000 0.348440 0.092895 0.092895 0.362150 -0.250070 -0.209710 -0.209710 -0.187850 0.135030 0.103220 0.113010 -0.585100 -0.602820 -0.618340 -0.124210 -0.169780 -0.031223 0.000000 0.384 0.384 -0.233 -0.233 -0.539 0.149 -0.585 0.348 0.428 0.362 -0.250 -0.210 -0.210 0.135 0.135 0.113 0.113 -0.214 -0.214 0.000 0.000 -0.598 -0.618 0.319 0.319 0.222 0.805 -0.579 -0.579 0.718 0.135 -0.182 -0.182 0.160 0.451 0.110 0.110 0.115 0.115 0.000 0.000 0.384 0.384 -0.233 -0.233 -0.539 0.149 -0.585 0.348 0.428 0.362 -0.250 -0.210 -0.210 0.135 0.135 0.113 0.113 -0.214 -0.214 0.000 0.000 -0.598 -0.618 0.319 0.319 0.222 0.805 -0.579 -0.579 0.718 0.135 -0.182 -0.182 0.160 0.451 0.110 0.110 0.115 0.115 0.000 0.000 9.4649549 7.9004931 2.6601756 7.2451410 5.6236533 8.9232128 10.7197933 7.8164941 8.8220663 NA 6.6781001 NA 1.9232253 11.3799095 NA 11.5187812 8.6825463 9.8321058 11.0757428 13.7947332 5.2451419 9.9821066 10.7337845 1.3382247 8.6556631 NA 0.3382247 9.4981218 10.1821715 NA 0.3382247 14.2332576 8.0386902 8.6003452 2.9232062 10.2024366 8.8928394 10.316961 12.344576 9.671406 NA 9.148822 9.245141 10.600345 8.571870 9.096473 12.022561 7.595638 10.381278 8.919451 12.908818 13.237230 11.939557 7.196231 9.809926 8.202436 12.876197 11.067871 5.018011 13.541904 10.646589 9.248143 10.248143 7.721955 13.696954 13.482749 6.196231 10.257114 9.9547993 9.9474292 1.3382247 8.4981216 11.1367222 10.0914671 14.4418611 10.6725237 9.7720653 8.2451410 9.5181596 10.3112302 14.7060064 9.0864433 7.5956379 12.0273748 4.6601813 5.8301032 8.6511335 10.7634663 NA 7.9748751 10.8139838 8.1520318 7.8460451 10.1806008 7.8460451 7.3826448 7.3935329 4.0386908 9.1520315 0.3382247 5.3826430 8.1647988 0.3382247 8.6601785 3.6601756 9.6073771 12.4127264 10.7904916 10.1568326 11.0053619 1.9232253 NA NA 10.5920979 9.7433919 4.1456041 10.1080882 11.8937982 9.6120459 6.1962313 10.1520317 11.8495089 9.6328711 9.4879976 7.0931376 6.3382497 9.7056215 10.6443121 7.4150657 10.8725533 TCGA-77-8153 77 0 NA 1992 lung stage ib t2 n0 m0 female 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1950 r0 NA NA NA NA 5 2 3 4 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.80736321 NA 2.50337418 8.31540637 2.85129930 0.04390439 6.08549264 NA 10.43357470 6.85129805 NA 9.10868623 4.40149394 3.79882818 0.04390439 NA 3.90192882 -0.95595567 NA 6.05516962 11.99121499 7.75818856 5.55173748 8.18605034 1.36586048 10.72210334 NA 5.40149394 NA 0.62891354 4.40149394 -0.95595567 12.25034269 10.55717743 11.80049967 11.60044938 6.12075835 NA 12.17949233 0.62891354 8.92010717 1.36586048 NA 5.85129930 11.44635854 2.74437641 11.01368962 13.12487493 11.87624005 8.91160830 2.36586048 NA 9.59180188 NA -0.95595567 6.96875548 2.50337418 7.70927961 NA 6.51154869 6.03262765 2.74437641 NA -0.95595567 5.27276227 NA NA 9.44054821 4.79883336 NA -0.95595567 9.85612062 0.33674041 1.04397437 NA 0.04390439 NA -0.95595567 7.69140156 NA 7.99522784 0.62891354 0.0262430 0.0556580 1.1007000 1.5225000 -0.6237000 2.9854000 3.0027000 0.0472680 -0.0023216 0.9769000 0.1803600 0.0015255 0.1358300 -0.6582600 0.5638300 -0.1419400 -0.1561800 -0.4141000 0.1361300 0.4469800 0.4243500 0.1878300 0.3473000 0.3473000 1.1593000 -0.6666100 0.0685220 0.0685220 0.7055100 -0.7164000 -0.4537200 0.0262430 -0.2740400 0.0652260 -0.6828700 -0.6649400 -0.6891500 -0.6891500 0.0338310 -0.6237000 -0.6521800 -0.6565900 -0.6879300 -0.6608700 -0.6643900 0.0095883 0.0197830 0.1803600 0.1689500 0.0015255 -0.6560900 -0.6624000 -0.6582600 0.6349900 -0.6899700 0.3243100 -0.6725600 -0.5608700 -0.5717000 -0.6054000 -0.1687900 -0.6818600 -0.3924000 0.1342600 -0.4666600 -0.4666600 -0.4396200 -0.6762800 -0.0067433 0.0775740 0.6491000 0.1644500 -0.0607480 -0.6666100 -0.6312100 -0.6410600 -0.6895200 0.6710400 0.6379200 0.6379200 -0.6995600 -0.673 -0.673 -0.572 -0.572 -0.156 -0.156 -0.414 0.165 -0.461 0.000 -0.643 0.000 0.000 0.347 0.164 0.000 0.000 0.000 0.000 0.000 -0.701 -0.641 0.706 0.000 0.000 -0.665 0.000 -0.659 -0.659 -0.078 -0.661 0.000 0.000 0.000 0.106 0.000 0.000 -0.231 0.406 0.638 -0.062 -0.673 -0.673 -0.572 -0.572 -0.156 -0.156 -0.414 0.165 -0.461 0.000 -0.643 0.000 0.000 0.347 0.164 0.000 0.000 0.000 0.000 0.000 -0.701 -0.641 0.706 0.000 0.000 -0.665 0.000 -0.659 -0.659 -0.078 -0.661 0.000 0.000 0.000 0.106 0.000 0.000 -0.231 0.406 0.638 -0.062 9.38712900 8.83021285 0.04390439 6.29187058 5.34772234 10.24606718 11.00430735 8.67633864 9.33511407 1.62891354 8.43196053 NA -0.95595567 11.81005809 -0.95595567 12.08100634 8.63078331 9.39377741 11.41543957 14.66505084 2.62891354 10.09786924 11.66118122 0.09356018 8.26794492 -0.95595567 6.95683264 9.61094879 10.92390564 -0.83161469 4.50337418 15.20548881 7.33856436 8.88629376 3.79882818 10.25765514 9.36022489 9.968014 12.830111 9.893348 NA 8.749576 9.790458 10.782036 8.788777 9.126092 10.324714 9.429806 11.893133 9.835106 13.265228 13.836073 12.287861 5.901924 10.172582 7.844843 12.705944 10.653584 5.405536 13.124875 11.108349 8.372618 10.469684 7.523723 12.387143 13.314093 5.744382 10.537799 10.36643489 10.57727313 0.04390439 8.60618569 11.80736321 10.20822180 15.05006799 10.42872708 9.81685166 8.05517070 9.80964387 10.00249607 11.88019098 10.43357470 9.42980570 11.41244981 5.88943460 4.82530227 8.28711717 12.38044992 NA 6.03262765 12.19543564 8.84645978 7.85451499 10.55717743 7.09922576 6.76504271 4.56750286 1.62891354 10.18029372 2.62891354 6.55173748 7.47857145 NA 8.67875435 1.04397437 11.01368962 12.36502586 11.27065660 10.47805032 11.32905653 2.36586048 NA NA 10.39488258 9.92199427 2.21387604 6.96875548 11.51409380 5.92658539 6.03262765 7.70927961 11.07564454 9.90890325 7.72342340 7.55173825 6.32006762 7.85993477 10.40369293 7.85772477 9.74351581 TCGA-77-8154 67 0 NA 1841 lung stage ia t1 n0 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1966 r0 NA NA NA NA 4 1 2 3 1 1 1 4 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5530616 NA 6.8686485 8.1751468 NA 2.3140584 5.5217575 NA 9.0521520 2.1214133 -0.6859416 10.1326420 1.6359865 6.3364280 NA NA -0.6859416 3.0211421 1.3140584 7.5761548 11.6118359 8.1117215 4.6716104 8.7382260 0.3140584 11.6658273 NA NA NA 0.3140584 7.3962092 NA 13.5320910 9.4714068 11.2547405 12.1423947 5.0419789 NA 11.3009685 1.6359865 8.6847472 3.6359865 NA NA 11.8732457 3.7800371 11.0183958 13.5330014 10.4945906 9.3845565 4.1214133 NA 9.6292094 3.6359865 2.6359865 10.7745158 0.8990209 10.1905768 NA 9.1936431 3.0144981 3.5619859 NA NA 6.2798446 NA -0.6859416 9.3652689 5.8059141 NA NA 10.9718249 NA 2.1214133 -0.6859416 -0.6859416 0.8990209 NA 8.0351592 NA 7.5428786 NA 0.0158660 0.0214630 0.0416000 0.8219600 -0.1456700 0.7385300 0.5716600 0.0311550 0.0311550 0.0141930 0.0141930 2.7171000 0.0168450 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0.000 0.000 0.564 0.000 0.474 -0.586 0.000 0.000 -0.625 0.000 -0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.580 0.000 0.000 0.000 -0.436 -0.436 -0.591 -0.146 -0.022 -0.593 0.000 0.000 0.000 0.000 -0.607 -0.607 -0.589 -0.589 -0.138 -0.138 7.5761548 7.9065166 -0.6859416 6.6269428 5.5994606 8.8198716 11.5268602 8.3584538 10.0205558 0.8990209 7.5901843 NA 0.3140584 12.0426181 NA 10.2984784 7.6803820 9.5210741 10.9861227 14.1175856 4.2209490 10.8815407 11.4018542 -0.6574453 10.0913152 NA 5.7063786 9.6858365 10.5720369 -0.5096353 0.3140584 15.3634405 7.0689470 9.7117344 4.0144981 11.1194007 9.3055816 10.030022 13.191536 10.738226 NA 9.167369 9.957916 11.030879 8.837622 7.613268 9.532017 8.108476 11.379813 12.279844 11.716805 13.321350 9.946146 4.268255 10.405495 7.308414 12.442699 11.906517 4.401521 13.533001 11.343002 10.273337 10.438827 7.319685 13.457481 12.308236 4.805912 12.259321 10.4199684 11.3105333 0.3140584 8.8801140 11.5530616 11.3440372 14.9906216 10.5350427 9.4947646 8.5014121 8.8877071 9.8109136 12.4505704 9.0521520 8.1084758 10.9111813 6.2798446 5.6178392 7.3419662 11.1801796 NA 7.3801493 11.5048105 8.3140598 8.4764514 9.4714068 9.0986946 5.7897944 3.7734900 3.9579146 9.3266843 NA 4.1720394 7.7106646 NA 8.4407641 2.7734900 11.0183958 12.7929558 11.3594782 10.6427348 10.7476453 4.1214133 5.8218556 NA 10.7796263 10.8686487 3.0144981 10.7745158 12.2968752 5.6716132 4.7063758 10.1905768 12.6390842 10.5808464 8.8356604 0.3140584 5.6716132 9.3273128 10.4657107 8.1782460 10.8985526 TCGA-77-8156 60 0 NA 1106 lung stage ib t2a n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 57.5 1963 r0 NA NA NA NA 5 4 NA NA 2 2 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4514121 NA 1.3789555 8.0966208 0.9639180 0.3789555 2.3789555 NA 4.6268713 5.4664085 -0.6210445 11.3908706 3.6268713 4.5883968 NA NA NA NA 2.5488805 8.4040840 11.1064395 9.3887731 6.5981136 8.0119395 2.1863104 8.6101656 NA 1.3789555 NA NA 6.7008725 NA 15.1110852 9.4730222 10.5101584 9.8657795 6.9788569 2.1863104 11.7036876 0.3789555 8.4951323 3.8383770 -0.6210445 6.4450331 11.2092933 5.3571402 11.5588536 12.4231354 10.9742020 10.0978969 5.4874703 NA 10.2267849 NA 4.2858387 9.9277664 7.0931904 10.0398318 NA 9.6137618 7.2431302 6.7276727 NA -0.6210445 6.5286916 NA NA 8.8807816 4.9025078 -0.6210445 0.3789555 11.0482725 0.7903550 6.6363317 0.9639180 NA 1.7008836 0.9639180 10.2252184 1.3789555 6.6827250 5.3020924 0.2318400 0.7080100 0.1895500 1.5742000 -0.0459970 0.2990400 0.3471900 0.6083400 -0.0822260 0.6374300 0.6374300 0.0000000 0.0000000 0.4365400 0.0272620 0.4257500 -0.0085317 0.2664500 -0.1310400 -0.1310400 -0.1306600 0.1274600 0.4460100 0.4460100 -0.1355200 -0.1355200 0.3142300 0.2413400 0.1177500 0.1354400 0.0641280 -0.1410200 0.1403300 0.1895500 -0.1763500 -0.1279300 -0.1279300 -0.1279300 0.1791000 -0.0459970 -0.0459970 -0.3319000 -0.3387900 -0.1839100 -0.1323400 0.3733600 -0.0822260 0.6374300 0.0076844 -0.3574600 -0.3604100 -0.3604100 0.2464300 -0.1299900 -0.1294900 -0.1294900 -0.1294900 -0.1197400 0.0272620 0.0272620 -0.0085317 -0.1384100 -0.1384100 -0.1310400 -0.1306600 -0.1306600 -0.1181700 -0.1181700 0.1274600 0.1274600 0.1274600 -0.3375300 -0.1357000 -0.1318200 -0.1210400 -0.1210400 0.2318400 0.6239400 -0.2400500 -0.2400500 0.1354400 -0.129 -0.129 0.000 0.000 0.426 0.000 0.000 -0.131 -0.131 -0.118 -0.118 0.127 0.127 0.446 0.446 -0.136 -0.136 0.000 0.145 0.121 -0.120 -0.121 0.118 0.190 0.190 -0.128 0.000 0.000 0.000 0.347 0.215 0.373 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 -0.129 0.000 0.000 0.426 0.000 0.000 -0.131 -0.131 -0.118 -0.118 0.127 0.127 0.446 0.446 -0.136 -0.136 0.000 0.145 0.121 -0.120 -0.121 0.118 0.190 0.190 -0.128 0.000 0.000 0.000 0.347 0.215 0.373 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.000 0.000 9.6339731 8.7755494 1.7008836 3.2858313 6.9862744 9.4874689 10.4664073 8.6221185 10.0451685 5.6077623 6.5687694 -0.6210445 2.1863104 12.2413881 NA 10.9193486 8.3007854 9.1136541 10.8725398 14.7318156 4.5082258 10.7615685 11.2550777 -0.5924841 6.1733613 NA 0.9639180 8.8827702 10.3374972 2.0793952 -0.6210445 13.3511166 7.8052093 10.5069388 5.2118338 10.8822734 9.5908327 10.106014 11.922701 10.190319 NA 9.521052 9.195928 11.038048 9.278301 6.878790 11.346531 7.160304 11.157839 8.199124 12.726012 13.184890 11.252389 8.079384 10.033580 7.086304 12.775148 10.715451 6.104276 12.423135 10.826544 11.198325 10.466407 6.753984 13.461678 13.232352 3.466405 10.634563 10.4763183 11.5369229 0.3789555 9.3273117 11.4514121 10.2714873 14.0305568 8.7798241 9.3432854 8.9714016 10.1379837 10.4137434 16.1757066 4.6268713 7.1603041 11.0654450 6.7967976 6.7452669 9.8177363 11.4071959 -0.6210445 8.7669618 11.4972367 9.1975266 8.8322150 9.4730222 7.4664077 8.2828262 8.5004778 6.4233378 7.6781522 0.9639180 7.0009960 8.2798111 0.3789555 9.1338319 3.8383770 11.5588536 12.9571992 10.4430136 10.4178635 11.1879087 5.4874703 NA NA 12.0016827 9.7851495 5.7883360 9.9277664 10.8347854 8.5908329 3.4664053 10.0398318 11.7438999 10.4730222 9.6504075 0.3789555 4.1863025 10.1144667 9.6631902 7.0584247 9.9073986 TCGA-77-A5FZ 64 1 3838 NA lung stage iiib t4 n0 m0 male 2001 NA no NA lung papillary squamous cell caricnoma 141 1953 r0 NA NA NA NA 2 4 2 3 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5290517 NA NA 7.3485963 0.2558028 0.2558028 6.7452051 3.5037685 5.0631923 5.0631923 NA 8.1836170 5.0631923 5.9700852 0.2558028 NA 0.2558028 0.2558028 3.3433083 9.6012441 11.1623538 10.4169708 4.1627257 9.2114888 5.4055874 8.9973060 -0.7441972 1.2558632 1.5777793 3.4257681 8.1983532 1.8408056 15.1378839 8.6715807 9.9743717 8.0728224 5.6133902 0.8407653 10.3366564 3.5037685 9.5322425 5.1384827 NA 0.2558028 11.3703914 6.4272659 10.5990246 11.3576636 11.0966168 10.4830216 4.9562797 -0.7441972 8.5550469 NA 6.6736921 10.7784204 8.1776796 10.2194575 1.5777793 8.8742243 8.4407143 8.1075880 5.3433012 1.2558632 9.0615829 1.2558632 -0.7441972 9.5085043 5.9837598 NA -0.7441972 10.5090955 2.0319597 7.4055857 2.6753869 5.2558406 2.0631923 3.5037685 11.0740216 1.5777793 7.0240237 4.5404985 0.00444110 0.00055459 0.00055459 0.01908300 -0.00456950 -0.00415460 -0.00415460 -0.00055444 -0.00055444 -0.00114850 -0.00114850 0.00083195 0.00083195 -0.00926660 0.00027728 -0.00141520 0.00819590 -0.00995650 0.00416320 -0.00083160 -0.00429290 0.00249690 0.01474900 0.01880300 -0.00013862 -0.00013862 -0.00193990 -0.00193990 0.00805670 0.00346870 0.00819590 0.00444110 0.00055459 0.00055459 0.00055459 0.00180300 0.00180300 0.00180300 -0.01306500 -0.00456950 -0.00456950 -0.00456950 -0.00456950 -0.00415460 -0.00415460 -0.00055444 -0.00055444 -0.00114850 -0.00114850 0.00083195 -0.00926660 -0.00926660 -0.00926660 -0.00926660 -0.00774820 -0.00774820 -0.00774820 0.00027728 0.00027728 0.00027728 0.00819590 -0.01161100 -0.01161100 0.00416320 -0.00429290 -0.00429290 0.00124810 0.00124810 0.00249690 0.00249690 0.00249690 0.01880300 -0.00774820 -0.00013862 -0.00484610 -0.00484610 0.00805670 -0.00332430 -0.00332430 0.02090300 0.00346870 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.0855617 7.6567180 2.9562797 2.2558330 8.3273011 9.5923455 10.6535136 8.3344168 10.1544403 1.5777793 7.3379875 1.5777793 3.6481548 11.9685808 2.0631923 11.5186326 6.4257631 8.5934610 10.6854601 12.9948811 7.8294862 11.5726861 11.6325070 -0.7441972 9.0073831 -0.7441972 4.6481548 8.9370775 8.3431693 2.8092086 1.2558632 10.9247239 7.2892618 10.3466130 5.8996953 11.7554357 10.6529788 10.5366096 11.8931430 10.4990129 -0.7441972 8.1013291 8.9423394 11.5380586 9.1028961 6.5687223 9.7496943 6.3433012 8.8332487 8.6545827 10.3293111 13.4309986 9.9379556 10.4326354 10.7920861 9.4665103 14.0331456 10.7566808 4.8834449 11.3576636 12.2054833 11.4232571 10.9824828 7.7234446 14.0150077 5.1627297 1.8408056 10.1761917 10.4068554 12.1932127 3.5037685 9.3966688 11.5290517 10.2122151 13.9667519 8.2359783 7.8055852 8.4942436 9.8132739 8.8668638 17.3034208 5.0631923 6.3433012 11.2851261 7.8668635 7.7636333 11.1173136 10.8524946 NA 10.5861956 10.1400094 10.6400830 10.4320120 8.6715807 8.4530558 9.7446832 10.1231177 6.5037669 8.9989903 0.8407653 1.2558632 8.8370394 2.0631923 9.9176170 2.8408056 10.5990246 12.9271588 10.6535136 10.8700886 11.2698594 4.9562797 NA 1.2558632 12.2722990 10.4762172 8.0918891 10.7784204 11.2125780 7.5085047 6.8705484 10.2194575 12.7520686 10.1068071 10.6519084 NA 11.4524411 11.4225575 9.7940278 7.6221609 10.5917875 TCGA-77-A5G1 75 0 NA 4026 lung stage iiia t3 n1 m0 male 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 53 1942 r0 NA NA NA NA 2 4 2 5 3 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9123063 -0.1939647 -1.1939647 7.7099523 NA 2.2654969 4.5339931 NA 9.2757125 7.7129609 NA 10.1525844 10.9449823 3.9759970 0.8060353 -0.1939647 NA 2.7129699 0.8060353 7.4244561 11.6017045 8.0705133 1.1280294 9.0118637 5.5742559 9.0995422 5.9958960 -0.1939647 -1.1939647 1.1280294 7.8531948 0.3909978 14.0774238 10.4083055 10.5445852 11.5065103 5.3138662 NA 10.4138632 5.8284386 10.8134063 3.4499311 NA 5.4925711 11.3322446 6.2719634 10.6385651 11.9971591 9.4526292 10.4528183 2.6134138 NA 9.6825875 1.9759970 2.8060765 10.8256613 5.1811105 9.7331077 -1.1939647 8.0658141 6.4134011 5.5339900 1.6134374 0.8060353 8.8394936 -1.1939647 NA 10.1581141 6.3683126 -0.1939647 NA 10.2312865 1.5864045 4.1983841 0.3909978 2.7129699 NA NA 9.1414609 -1.1939647 7.1983881 3.0638308 0.000000 0.107330 0.112130 0.318190 -0.015054 0.377590 0.377590 -0.018353 -0.018353 0.074408 0.074408 0.022024 0.022024 -0.144640 0.122550 0.519610 -0.015329 0.145630 0.064654 0.064654 0.104100 -0.154260 -0.118220 -0.118220 0.240470 0.240470 -0.058359 -0.058359 0.113600 0.027638 0.000000 0.000000 0.107330 0.110880 0.112130 -0.144120 -0.146150 -0.146150 -0.146150 -0.014503 -0.015054 -0.018490 -0.018490 -0.016017 -0.016017 -0.018353 -0.018353 0.074408 0.096961 0.022024 -0.144640 -0.144640 -0.144640 -0.144640 0.115060 0.115060 -0.013953 0.122550 0.122550 0.117560 -0.015329 -0.176890 -0.212540 0.064654 0.104100 0.104100 0.101030 0.101030 -0.154260 -0.154260 -0.154260 -0.155280 -0.160770 0.407270 -0.013402 -0.017185 0.119910 0.015149 0.027638 0.027638 0.027638 0.115 0.000 0.123 0.123 0.520 0.000 -0.213 0.000 0.104 0.101 0.101 -0.154 -0.154 -0.118 -0.118 0.080 0.240 0.000 0.000 0.000 0.000 0.000 0.114 0.107 0.107 0.174 0.318 0.000 0.000 0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.115 0.000 0.123 0.123 0.520 0.000 -0.213 0.000 0.104 0.101 0.101 -0.154 -0.154 -0.118 -0.118 0.080 0.240 0.000 0.000 0.000 0.000 0.000 0.114 0.107 0.107 0.174 0.318 0.000 0.000 0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 7.5874303 7.6294375 0.3909978 0.8060353 8.8842215 9.0420848 10.5837369 8.9159012 11.2016047 -0.1939647 6.1811105 0.3909978 1.1280294 14.3104862 0.3909978 9.6932913 5.7485847 8.7471181 10.7774848 14.3870946 5.1280005 11.9400155 11.3212776 NA 12.7103289 NA 6.3296331 9.9627857 9.7675058 -1.0303245 -0.1939647 15.4707540 7.8367378 9.3853866 3.6134256 10.6346038 9.7940451 10.552585 11.405751 9.998980 -1.193965 7.943062 6.777614 12.041038 9.391972 8.331591 11.707880 7.150367 10.989926 6.289886 10.295919 13.044401 12.498468 7.593973 11.892373 8.868117 12.950888 10.836048 4.616516 11.997159 12.922333 11.161146 10.378771 6.950729 13.723712 4.872159 NA 9.611814 11.9124699 10.0926283 -0.1939647 9.2613978 11.9123063 11.3034235 14.6809790 9.8572795 8.7330336 9.0563689 11.0309767 7.7747377 15.4139210 9.2757125 7.1503667 11.1597688 9.9250117 5.7833493 8.3834995 12.1179608 NA 8.8735050 10.3173291 9.2333834 9.8158993 10.4083055 7.0348892 7.0057424 6.6326187 7.3257066 9.0492447 1.3910528 0.8060353 8.7847811 0.3909978 8.9067328 2.8935370 10.6385651 13.1149073 11.8398377 10.6729632 11.5837369 2.6134138 -0.1939647 0.8060353 10.7260512 10.4064481 5.4499278 10.8256613 10.9900161 6.0634576 6.0914735 9.7331077 12.6063638 10.7599032 9.3266892 NA 8.2797763 10.0058595 9.9946595 6.7069380 11.1089951 TCGA-77-A5G3 63 0 NA 4570 lung stage iib t2 n1 m0 male 2002 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1959 r0 NA NA NA NA 5 2 1 1 2 2 1 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2290441 11.8084028 NA -0.2290441 8.7353682 -1.2290441 0.7710404 4.5523894 -1.2290441 6.5124940 6.0656477 NA 11.4568712 6.9901959 7.1108779 -0.2290441 NA -1.2290441 4.2019788 NA 6.4921272 12.0820662 8.9496922 3.5259185 8.5783825 0.7710404 10.0442403 6.8899687 5.7822539 NA NA 5.2304605 0.3560311 13.5662422 10.0793665 11.1814788 11.5922035 5.7933965 6.7017653 11.5797905 3.3559888 8.4547064 1.9409560 NA -1.2290441 11.7555919 3.6155105 11.7034267 13.8489655 11.2783266 9.8786369 4.6779197 NA 10.0957706 -0.2290441 0.3560311 9.7801562 4.7710298 9.6582481 NA 8.3004578 6.9657843 3.8154217 NA -0.2290441 4.6536677 1.5783591 NA 9.2477737 5.0564318 1.0929516 NA 10.3067888 1.7008392 4.0564275 NA 3.7710298 4.8371157 -1.2290441 8.1373498 -1.2290441 8.0587397 3.0189546 0.102050 0.678550 0.102200 1.848500 1.047000 0.080199 0.353490 1.022200 1.022200 0.632780 0.194970 0.334640 0.600160 1.081400 0.721870 0.507410 0.507410 -0.734590 0.228080 0.228080 1.340800 0.703450 0.572550 1.150500 0.108910 0.708140 0.578980 0.578980 3.656900 0.232410 -0.612310 -0.601800 0.940370 0.102200 -0.092247 -0.210500 -0.207840 -0.207840 1.848500 -0.593220 -0.067503 -0.588530 -0.089964 -0.603320 -0.603320 -0.368500 -0.103810 0.322700 0.384310 0.574160 -0.061420 -0.510940 -0.091023 0.338040 -0.430610 -0.430610 -0.565150 0.092895 -0.369970 -0.352460 0.306810 -0.225640 -0.783530 0.228080 0.083631 0.083631 -0.064911 -0.064911 -0.439620 0.544180 0.703450 -0.429010 0.108910 -0.036401 -0.385820 -0.385820 0.088982 -0.136540 -0.136540 -0.136540 -0.560870 0.000 -0.565 0.128 -0.207 0.507 0.507 -0.735 0.228 0.000 0.000 0.000 -0.242 0.198 0.556 0.000 0.109 0.109 -0.602 -0.500 0.579 0.111 -0.386 0.000 0.000 0.102 -0.153 1.849 -0.609 -0.609 0.000 -0.603 -0.308 0.000 0.633 0.000 -0.471 0.000 0.338 0.338 -0.137 -0.137 0.000 -0.565 0.128 -0.207 0.507 0.507 -0.735 0.228 0.000 0.000 0.000 -0.242 0.198 0.556 0.000 0.109 0.109 -0.602 -0.500 0.579 0.111 -0.386 0.000 0.000 0.102 -0.153 1.849 -0.609 -0.609 0.000 -0.603 -0.308 0.000 0.633 0.000 -0.471 0.000 0.338 0.338 -0.137 -0.137 9.5799917 7.8847695 1.3559747 8.8003146 6.8044499 10.0171742 11.0106259 8.4865261 8.4592779 3.0929516 6.2788230 NA 0.7710404 11.8403094 -1.2290441 11.4574273 6.5392116 9.8637845 11.5124017 14.5922035 3.7710298 10.0895702 11.2676316 NA 12.1554065 NA 1.3559747 8.8518449 11.0616194 NA 4.3256167 15.3576473 8.6398500 9.4636429 2.8584983 12.0575852 9.3958229 10.572332 12.079366 9.977431 1.940956 10.185184 9.535899 11.574149 9.792701 8.009432 9.888021 8.735368 11.372297 8.649078 11.523408 14.244416 12.785833 7.018955 11.407652 8.054116 13.026277 11.108649 5.368559 13.848966 10.938132 9.459278 11.769089 7.539212 13.856050 13.907818 4.197291 11.069090 11.5482827 9.3063028 -0.2290441 9.4522657 11.8084028 10.5723316 13.4965529 9.8085744 9.7329112 8.1654899 10.5036189 10.6820448 13.8110602 6.5124940 8.7353682 12.2696274 7.8611396 4.6779197 6.4505069 12.1916456 NA 6.9706995 11.9683977 9.5449909 7.2181108 10.0793665 8.0725239 4.8371157 5.9706995 4.6039171 9.8996663 0.3560311 7.0929558 8.0424906 -1.2290441 9.4766597 5.8690595 11.7034267 12.7984151 10.3953660 10.7582914 11.6532884 4.6779197 7.8584902 -0.2290441 10.4193850 9.2004342 3.8584883 9.7801562 11.6786692 5.3857382 6.1197546 9.6582481 11.7566915 9.7703228 8.8371167 5.3256167 8.5896096 8.9704177 9.8337483 7.8044505 10.2284083 TCGA-77-A5G6 66 1 678 NA lung stage iiia t2 n2 m0 male 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 74 1955 r0 NA NA NA NA 6 1 3 4 3 1 1 1 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.45393726 NA 2.63934794 8.47435248 7.86174698 1.63937110 3.57040221 -0.94563771 2.75482338 5.00858997 -0.94563771 7.35360030 4.86174698 3.44670617 -0.94563771 1.05436229 1.37634596 4.23071795 -0.94563771 6.97325538 11.44321683 6.42943185 5.03167309 8.55024733 0.63932479 13.62519673 -0.94563771 4.14185782 NA 0.05436229 8.18624946 0.05436229 13.08030353 9.62614487 11.45179956 11.49448282 3.96128067 NA 10.92514227 3.51381917 8.57903190 4.72682032 0.05436229 4.14185782 11.48065966 1.63937110 10.68101391 12.28155696 11.70925203 10.40625912 6.07676003 NA 9.65151367 -0.94563771 1.63937110 11.17041127 3.63935952 10.77506404 NA 9.90692185 4.72682032 5.07676003 1.05436229 0.05436229 4.26384569 1.63937110 4.48065935 9.62993158 5.94921041 NA -0.94563771 11.43971548 -0.35107444 2.05439702 3.23708947 0.63932479 2.05439702 1.86175691 7.49733613 NA 7.94008862 1.86175691 0.476320 0.071966 0.071966 1.984300 0.376770 0.972340 0.747080 -0.034086 -0.034086 0.520130 0.426370 -0.503180 0.453940 -0.464520 -0.047124 0.725840 -0.005261 -0.058529 -0.477120 0.430410 -0.317390 0.360840 -0.499650 -0.022881 0.435550 0.868710 1.141800 0.283270 0.897480 0.020763 0.038630 2.866200 1.066700 0.071966 0.025390 -0.470670 -0.470670 -0.470670 0.844750 0.327050 -0.515370 -0.492560 -0.492560 1.531800 -0.510120 0.081177 0.539670 0.426370 -0.082269 -0.503180 -0.502660 -1.292900 -0.464520 -0.477230 -1.022600 -1.022600 -0.016841 -0.552160 -0.496730 3.656900 -0.005261 -0.486490 -0.478920 -0.477120 0.118580 -0.317390 -0.017254 0.000000 -0.489320 -0.489320 0.280610 -0.572390 -0.010232 0.868710 -0.496730 -0.496730 -0.126290 -0.010232 0.020763 0.020763 0.020763 0.000 0.000 0.410 0.000 0.726 0.000 -0.479 0.558 -0.317 0.000 0.000 -0.128 0.361 0.000 0.000 0.000 0.000 0.000 0.000 1.142 0.283 -0.497 -0.126 0.000 0.000 -0.471 1.514 0.327 -0.166 0.972 0.462 0.000 0.000 0.426 0.000 -0.503 0.454 -0.484 -0.484 0.000 0.000 0.000 0.000 0.410 0.000 0.726 0.000 -0.479 0.558 -0.317 0.000 0.000 -0.128 0.361 0.000 0.000 0.000 0.000 0.000 0.000 1.142 0.283 -0.497 -0.126 0.000 0.000 -0.471 1.514 0.327 -0.166 0.972 0.462 0.000 0.000 0.426 0.000 -0.503 0.454 -0.484 -0.484 0.000 0.000 8.26384569 8.20667692 0.63932479 7.11508840 5.18367706 9.84636904 11.40229044 8.51177321 8.92167108 2.86175691 7.07120062 0.05436229 NA 12.38670863 0.05436229 10.67277784 8.03167198 9.23926771 10.83432093 14.39806383 5.16291493 11.20413943 12.13554282 1.67730527 7.77890636 NA 1.05436229 9.38642880 9.65056335 NA 4.14185782 15.62041660 8.55224410 8.03167198 4.88728155 10.68055758 8.17073629 10.8394360 12.3806813 10.4701341 0.6393248 10.5019922 11.7539647 10.8705759 10.7232773 7.3581729 10.8471826 7.5740288 11.6407114 11.1923440 10.4869342 14.5793930 11.1881767 4.9123720 11.8262944 9.1772202 12.7885727 10.8745713 4.6459495 12.2815570 12.7935400 9.4031205 11.6123346 7.4806569 13.7571905 12.6691021 5.0987859 10.0259359 10.7552655 10.1062809 3.6393595 9.1418550 12.4539373 10.3970225 15.3280584 10.1398648 9.8460437 8.7720687 9.9635354 9.1218267 13.6543632 2.7548234 7.5740288 11.9728829 7.6012865 4.6393537 9.3316797 11.6575550 NA 6.8935964 11.5237797 9.2638457 7.4207148 9.6261449 9.8904426 6.2243182 4.6089807 8.1836751 9.7556988 1.3763460 3.5138192 8.0459142 -0.9456377 9.1772202 6.7823129 10.6810139 13.2872629 11.1645493 11.0778002 11.9332096 6.0767600 6.3305172 9.6919228 9.8817350 10.6289858 4.2243182 11.1704113 11.2088940 6.1733333 6.3763199 10.7750640 12.8590275 10.4706620 7.7617513 5.0987859 7.6873876 9.3621054 10.3153118 8.3421045 9.7108171 TCGA-77-A5G7 63 1 180 NA lung stage ia t1 n0 m0 male 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 69 1963 r0 NA NA NA NA 4 1 NA NA 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5125335 NA 1.3273425 7.3771966 0.9123433 0.3273425 4.0277910 -0.6725426 1.6492935 3.7196654 0.3273425 7.7409761 3.8509094 8.8742428 NA 3.0277910 -0.6725426 0.9123433 -0.6725426 6.4253804 11.1185112 7.8972041 2.3273425 8.7367391 NA 11.1988686 NA 1.6492935 NA 0.3273425 7.1347035 1.3273425 13.4044971 10.0260531 11.0671290 10.6854501 3.0277910 0.9123433 11.8689290 0.9123433 8.1684410 1.3273425 NA 2.9123050 11.7080475 4.3717401 10.7051012 12.6532019 10.9383731 11.1515474 3.3273425 NA 10.2603013 3.0277910 2.7867845 9.6242645 3.9123145 10.1665521 1.6492935 8.9657843 3.1346974 3.5752760 NA 0.3273425 6.5368020 NA 0.3273425 9.0872366 5.2815462 0.3273425 NA 11.0913906 0.4383993 3.0277910 -0.6725426 1.6492935 NA 3.4972675 7.3217018 0.3273425 7.9926840 1.9123050 -0.0135400 0.0376410 -0.0052610 1.3180000 1.4058000 0.4580300 0.4580300 0.0056919 0.0056919 0.1934500 -0.0772120 3.6569000 0.1769400 -0.3261200 0.2180600 0.1131600 0.1131600 -0.2747600 -0.2758300 -0.2758300 0.0632230 0.1840400 -0.2000000 -0.0210980 0.1538200 0.1538200 1.3629000 0.0094575 0.2529300 0.0234260 -0.0135400 -0.0135400 0.1330200 -0.0052610 -0.0138150 -0.2207100 -0.2892100 -0.2892100 0.4376700 -0.3189100 -0.1035500 -0.1335500 -0.3236800 -0.3061600 -0.3061600 0.3162600 -0.0322990 -0.0772120 0.0000000 0.6146200 -0.3015700 -0.8484300 -0.3261200 -0.3261200 0.4270400 0.4270400 -0.1602600 -0.3222800 0.2180600 0.2180600 0.1131600 -0.2747600 -0.2747600 -0.2758300 0.0632230 0.0632230 -0.3113200 0.0459910 0.1840400 0.1840400 0.1840400 0.0589370 0.2615300 0.1538200 0.7064500 -0.1970000 0.2529300 -0.0212890 0.0234260 0.0234260 0.0234260 0.427 0.267 0.218 0.218 0.113 0.113 -0.275 -0.276 0.000 -0.311 0.000 -0.051 0.184 -0.200 0.000 0.154 0.154 0.000 0.000 0.000 0.411 0.172 0.253 0.000 0.000 -0.221 0.217 -0.319 -0.104 0.458 0.152 0.000 0.000 0.193 0.000 0.113 0.113 -0.326 -0.326 0.000 0.000 0.427 0.267 0.218 0.218 0.113 0.113 -0.275 -0.276 0.000 -0.311 0.000 -0.051 0.184 -0.200 0.000 0.154 0.154 0.000 0.000 0.000 0.411 0.172 0.253 0.000 0.000 -0.221 0.217 -0.319 -0.104 0.458 0.152 0.000 0.000 0.193 0.000 0.113 0.113 -0.326 -0.326 0.000 0.000 7.6936702 8.9328280 -0.6725426 6.7785595 7.2282155 7.8587301 10.2610390 7.6559335 9.8886363 1.6492935 7.7110529 NA 0.3273425 11.5498414 NA 10.8665411 4.9420593 8.9457338 11.0386238 14.5979357 3.9712032 10.4681781 12.2098004 1.3273425 10.0329808 NA 3.2342407 8.9909064 10.6023030 NA 0.3273425 15.3480245 9.6716442 9.5109837 3.5752760 10.2092271 8.8645669 10.640798 11.478999 9.915126 NA 9.550143 9.577647 10.601144 9.324528 9.186883 9.296015 7.304628 10.677730 10.664970 10.396798 13.904128 11.351449 5.327350 11.076799 7.635688 12.460812 10.781648 6.117469 12.653202 10.978400 9.998889 11.009465 6.338576 14.049950 12.508345 4.819203 13.318427 10.6666417 10.4488819 0.3273425 8.9085490 11.5125335 11.2164720 13.7628826 9.2844505 10.3968921 8.9328280 9.9254009 10.1790975 13.1774375 1.6492935 7.3046279 10.1258201 8.2931327 4.2815425 8.0068287 11.3371770 NA 6.6760770 11.7026594 9.3427634 8.3607712 10.0260531 7.6447612 6.7867806 4.6492763 5.8819362 5.3273496 0.3273425 2.4972802 7.0415934 NA 9.7420337 4.6127535 10.7051012 13.5448517 10.8986270 10.2229236 11.0217062 3.3273425 -0.6725426 0.9123433 9.3483283 8.9926843 3.6492820 9.6242645 11.0186557 3.7196654 6.4041640 10.1665521 13.1771444 10.6179433 7.6892922 3.1346974 8.4174610 9.1713637 9.7578008 7.1152507 10.6328402 TCGA-77-A5G8 70 0 NA 1884 lung stage iib t3 n0 m0 male 2009 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 90 1949 r0 NA NA NA NA 1 2 NA NA 2 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.1131004 11.1863789 NA NA 7.9204851 7.4410568 0.5281712 3.4010024 NA 10.8472750 4.5725623 2.9875937 8.9834947 6.1280810 3.8500993 NA NA NA 1.8500793 NA 7.4350576 10.9333089 8.9711110 4.8500943 7.8319482 2.3355118 11.4134825 NA 2.9875937 NA -0.4719288 6.5281681 2.3355118 13.6258671 10.4237428 11.0740972 12.3447511 4.5281650 NA 11.8655106 -0.4719288 8.5297444 3.4350551 -0.4719288 NA 10.8503378 4.9204839 10.7831960 12.9802799 11.4214690 9.5948351 3.6156282 NA 9.6728257 -0.4719288 2.1131337 8.2251351 4.3355190 10.3266392 4.9204839 7.7949539 6.5281681 3.9876028 0.5281712 -0.4719288 5.6779141 NA NA 8.8387804 5.2560898 NA NA 10.5895386 -0.2702080 2.8500993 NA 0.5281712 -0.4719288 NA 9.0961235 NA 7.6980927 2.9875937 0.97275000 0.11415000 0.00027728 1.71840000 -0.31120000 1.20070000 1.20070000 -0.30663000 -0.30663000 1.08850000 1.08850000 0.37446000 0.37446000 -0.10736000 -0.03231400 0.63025000 0.00000000 -0.29130000 0.30553000 0.30553000 -0.06450800 0.03481800 -0.33268000 -0.22675000 1.43020000 2.10680000 0.85581000 0.85581000 1.06760000 0.05793900 -0.32854000 -0.66300000 0.09554900 0.00027728 0.00027728 -0.31716000 -0.31716000 -0.31716000 0.54453000 -0.31120000 -0.31120000 -0.31120000 -0.31120000 0.32414000 -0.31295000 -0.31669000 -0.30663000 1.08850000 0.18238000 -0.35578000 -0.10736000 -0.10736000 -0.10736000 0.49822000 -0.16866000 0.89949000 0.02258500 -0.19929000 -0.03231400 -0.03231400 0.00000000 -0.32436000 -0.32436000 0.30553000 -0.06450800 -0.06450800 -0.01409000 -0.01409000 0.03481800 0.03481800 0.03481800 -0.58432000 0.21253000 -0.33537000 -0.09591200 -0.09591200 0.02848100 0.05793900 0.05793900 0.05793900 0.05793900 0.877 0.000 -0.167 0.000 0.630 0.000 -0.291 0.306 0.000 0.000 0.000 -0.363 0.000 -0.333 -0.227 0.213 0.213 0.674 0.973 0.849 0.000 0.000 0.000 0.114 0.114 0.227 0.545 -0.311 -0.311 0.908 -0.293 -0.328 -0.328 0.844 1.088 -0.331 0.043 -0.107 -0.107 0.000 0.000 0.877 0.000 -0.167 0.000 0.630 0.000 -0.291 0.306 0.000 0.000 0.000 -0.363 0.000 -0.333 -0.227 0.213 0.213 0.674 0.973 0.849 0.000 0.000 0.000 0.114 0.114 0.227 0.545 -0.311 -0.311 0.908 -0.293 -0.328 -0.328 0.844 1.088 -0.331 0.043 -0.107 -0.107 0.000 0.000 9.2730013 7.2355270 1.1131004 7.0904099 7.7855551 8.6804524 11.1336469 8.4229852 9.7290660 3.9876028 7.5834499 -0.4719288 NA 11.4870826 NA 10.5442792 6.6880390 9.0018732 10.9385976 14.1849833 4.2286109 10.4131011 11.1756259 1.1131004 11.6428858 -0.4719288 9.6209245 8.5698268 10.0119732 NA -0.4719288 14.9644886 7.9998428 9.1224921 4.0517288 10.6123115 9.4062184 10.6836182 11.9118717 10.9210215 -0.4719288 9.3705178 9.4574258 11.5299275 9.5393948 8.8250838 10.6162931 7.8135696 11.8250607 9.0200204 12.8547374 13.3654997 11.3107562 6.5615904 10.6760084 10.1881634 12.9874710 10.4728795 5.6578629 12.9802799 9.9204849 10.1290095 9.7461251 7.3355226 14.1338761 12.5198664 3.6980962 10.4801806 11.1065401 11.0175137 2.5281712 9.2679480 11.1863789 10.6347304 13.7433963 9.2389738 9.6367049 8.4939519 9.7068323 10.1502192 14.6310863 10.8472750 7.8135696 11.1836981 4.7376219 4.6156282 8.2797113 11.7473360 NA 7.1935037 11.0453447 8.1465529 8.6930743 10.4237428 7.3029542 6.5054480 5.4350585 4.2286109 8.9669593 5.9711113 5.8319482 7.3861488 -0.4719288 9.2146679 1.1131004 10.7831960 12.8858569 9.6791840 10.2603348 10.9449649 3.6156282 NA -0.4719288 10.7321271 9.9460199 4.8500943 8.2251351 11.3519327 6.8500956 4.7376219 10.3266392 12.7934895 10.2543856 8.4199513 2.1131337 7.9834947 9.2516237 8.9290468 6.5505359 10.1792192 TCGA-77-A5GA 76 0 NA 1280 lung stage ib t2a n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 99 1949 r0 NA NA NA NA 5 2 NA NA 2 2 4 4 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6980772 -0.3068588 NA 8.2167163 7.1360981 1.6931412 6.2112167 NA 0.6931412 4.0150782 -0.3068588 7.2088547 2.2781037 2.8630861 NA -0.3068588 NA NA NA 7.0681936 10.8140404 10.0026308 3.7806146 7.9074736 1.2781037 10.9044344 -0.3068588 5.8016786 NA 3.1525891 4.9410828 NA 13.1640599 10.0263099 11.7749708 11.0440937 3.8630761 NA 11.9689880 NA 8.1957875 3.0150872 NA -0.3068588 10.6596744 5.6704353 11.0827859 13.6351081 10.6603808 10.4575783 4.1525891 NA 9.7497922 -0.3068588 2.2781037 10.5573407 3.6000437 9.9339458 -0.3068588 8.1525860 7.6704346 4.2167187 -0.3068588 -0.3068588 6.4074003 -0.3068588 NA 9.7430031 6.3078638 NA NA 11.7676305 NA 3.2781186 NA 0.6931412 NA 3.7806146 8.6090339 NA 7.2477434 1.2781037 0.1682000 0.1641500 0.1641500 1.7443000 -0.2590200 0.5834400 0.6131700 0.0000000 0.0000000 0.2823200 0.2959600 0.5976400 0.1665500 1.4899000 -0.1713000 0.1680500 0.1680500 -0.2564800 -0.2041100 0.0523830 -0.0164290 0.3480200 -0.0724080 -0.0153290 0.0765660 0.7311300 0.1509900 0.1509900 0.3312400 0.4241900 -0.0877120 -0.5166100 0.1251000 0.1641500 0.1244700 -0.2776200 -0.2776200 -0.2776200 0.3916400 -0.2590200 -0.2590200 -0.2590200 -0.2590200 -0.2584200 0.0502500 -0.0036859 0.0000000 0.2823200 0.2959600 -0.2878600 0.1854000 -0.6845100 0.2259200 -0.0666540 -0.0450930 -0.0450930 -0.0450930 -0.2672000 -0.0517210 -0.0517210 -0.3314100 -0.2564800 -0.2564800 -0.2041100 -0.0164290 -0.0164290 0.1169700 0.5822000 0.3328600 0.3328600 0.3480200 -0.0153290 0.0765660 -0.3498500 0.1698600 0.1698600 0.3312400 -0.4454500 -0.4454500 -0.4454500 -0.9673900 0.000 0.000 -0.120 0.000 -0.061 -0.229 -0.256 0.000 0.000 0.582 0.582 0.333 0.333 0.000 0.000 0.000 0.000 0.000 0.168 0.151 0.151 0.170 0.331 0.164 0.164 0.793 1.070 -0.259 -0.259 0.533 0.000 0.000 0.000 0.282 0.282 -0.288 0.000 0.185 0.185 -0.011 0.352 0.000 0.000 -0.120 0.000 -0.061 -0.229 -0.256 0.000 0.000 0.582 0.582 0.333 0.333 0.000 0.000 0.000 0.000 0.000 0.168 0.151 0.151 0.170 0.331 0.164 0.164 0.793 1.070 -0.259 -0.259 0.533 0.000 0.000 0.000 0.282 0.282 -0.288 0.000 0.185 0.185 -0.011 0.352 9.47942419 8.22843007 -0.30685877 5.50050890 8.76461686 9.58645608 10.79644234 7.40966502 10.65821729 3.27811860 6.69315517 NA NA 10.76461686 -0.30685877 10.83014557 6.56351967 9.18500771 10.82297196 14.28631216 4.69315238 10.54177743 11.41510810 -0.01990156 10.52999386 NA 12.12595735 8.62093238 10.44301553 2.23664568 1.27810373 15.47471913 7.98317319 9.33701058 3.86307614 10.44218588 8.83270587 9.767296 12.027707 9.647351 NA 7.969279 8.228430 10.659660 7.827581 8.059477 9.890371 7.653157 10.882961 9.591000 14.695222 14.291323 10.121515 5.801679 10.537860 8.921973 12.424898 10.819214 6.277667 13.635108 10.224536 9.779291 10.441347 6.200950 15.035619 13.188635 3.015087 10.892827 11.2668017 10.7300149 NA 8.9458198 10.6980772 10.9963645 13.6870641 8.5788508 9.7731059 8.8630796 9.8542864 9.6973749 14.0467149 0.6931412 7.6531568 10.7064772 4.8630811 5.6473519 8.2893444 10.1870099 NA 7.4810567 11.4505445 8.5101383 8.1236072 10.0263099 7.6987790 7.1525860 5.4210752 1.6931412 8.1319465 -0.3068588 NA 6.5635197 NA 8.9622812 2.6931635 11.0827859 13.6273061 10.2553969 9.8842137 10.2724705 4.1525891 NA 1.6931412 10.3857700 9.8705740 5.6000437 10.5573407 10.7436834 8.5909998 6.8327052 9.9339458 12.7467410 10.9273732 8.1110068 -0.3068588 7.4278643 8.6970659 9.5788508 9.6589387 9.7938169 TCGA-77-A5GB 90 1 937 NA lung stage ib t2a nx m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 52 1939 r0 NA NA NA NA 2 4 NA NA 1 1 3 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3597322 NA 0.3997727 6.1810906 NA 1.9846987 1.3997180 NA 10.7995422 5.8915844 0.3997727 11.1403543 7.4977624 4.7216570 NA 3.3997317 NA NA NA 7.1276508 11.0089090 7.9075246 NA 7.5895545 2.3997180 9.9272073 NA NA NA NA 8.4331531 NA 15.1470316 10.5783951 10.6152633 12.9159227 6.3539266 NA 11.2349911 NA 8.7982602 4.2070885 NA 0.3997727 10.4970513 6.1847583 9.3770103 11.8514462 11.8540296 9.9345000 2.7216570 NA 9.1810899 5.7572820 0.3997727 9.6641728 4.6476599 9.5596016 NA 8.8591617 5.4441237 3.5696612 NA 1.3997180 7.2452199 0.3997727 NA 9.7812731 4.8591595 NA NA 9.7194023 NA 3.2070807 5.3056605 1.3997180 NA 1.3997180 9.1876329 6.2823731 7.7395801 2.3997180 0.1057000 -0.0085766 -0.0085766 0.3570800 -0.1338800 -0.0645080 -0.0645080 -0.0399370 -0.0399370 0.2701700 -0.1354900 0.0438650 0.0438650 0.0811770 0.1290400 -0.0441440 -0.1288800 0.0410340 0.0000000 0.0000000 -0.0183530 -0.1467000 0.0943430 0.0943430 0.0905750 0.0905750 0.1200500 0.1200500 0.1077400 0.0294660 0.1057000 0.1057000 -0.0085766 -0.0085766 -0.0085766 -0.1357400 -0.1342200 -0.1342200 -0.1342200 -0.1338800 -0.1338800 -0.1329000 -0.1329000 -0.0645080 -0.0645080 -0.0399370 -0.0399370 0.2701700 -0.1354900 0.0438650 0.0811770 0.0811770 0.0811770 0.0811770 -0.1365200 -0.1365200 -0.1420700 0.1290400 0.1290400 0.1290400 -0.1288800 0.0410340 0.0410340 0.0000000 -0.0183530 -0.0183530 -0.0138150 -0.0138150 -0.1467000 -0.1467000 -0.1467000 0.0981240 0.0905750 0.0905750 0.0143300 0.0143300 0.1077400 0.0144700 0.0144700 0.0144700 0.0144700 -0.137 -0.137 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.106 0.106 0.120 0.120 0.000 0.108 0.000 0.000 0.223 0.357 -0.134 -0.134 0.000 0.000 0.000 0.000 0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.106 0.106 0.120 0.120 0.000 0.108 0.000 0.000 0.223 0.357 -0.134 -0.134 0.000 0.000 0.000 0.000 0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 7.3770101 7.3539266 1.9846987 6.6476584 9.9213307 7.4871929 10.5082547 9.1579534 10.8395611 1.3997180 6.5290135 NA 1.9846987 12.8252084 NA 11.2183125 8.9272073 8.3770101 10.8650415 14.0129442 4.7920484 10.8642760 12.0084471 1.3997180 10.9301366 NA 4.9232918 9.4577219 10.1512743 0.5372464 NA 14.8548006 8.6429041 9.2103019 2.3997180 10.2357805 10.5277246 8.9846927 11.6972198 10.3260263 NA 9.0107549 9.9809308 11.0190332 8.8217950 9.9193665 10.5443885 7.4220984 11.5708632 3.9846896 10.0399751 13.0785504 11.8270431 6.6665166 10.1001699 6.7216584 13.3429776 9.5746560 5.5215753 11.8514462 11.4984203 10.3727100 9.5212638 7.3884152 13.5488883 8.3827239 0.3997727 9.4468542 10.1462446 10.2793135 NA 9.1174067 11.3597322 10.4911656 14.7456199 8.4495787 9.6047660 8.9543191 10.6523957 9.5056387 15.3928455 10.7995422 7.4220984 10.7451355 8.2135116 5.5696551 9.9695858 12.5901723 NA 8.3245429 10.2436514 9.6943509 10.5482069 10.5783951 7.4220984 9.3036120 6.3304670 4.9232918 8.8995763 0.3997727 NA 8.0144401 0.3997727 9.2038614 2.9846987 9.3770103 12.9159227 11.1843651 10.5684024 11.4745407 2.7216570 NA NA 11.5721578 9.6547588 3.9846896 9.6641728 10.7395802 6.7035105 NA 9.5596016 12.6318513 10.4522983 8.6043015 4.7216570 3.5696612 9.9857255 9.8217950 6.9543196 9.6874427 TCGA-77-A5GF 70 1 840 NA lung stage iia t2a n1 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1956 r0 NA NA NA NA 5 2 3 1 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.07445624 10.82031229 NA NA 7.67368715 1.51045562 -0.07445624 8.25981245 NA 11.29890353 9.66864587 -0.07445624 8.96988868 3.62593673 2.92548679 NA NA 1.51045562 1.92550578 -0.07445624 7.76469846 11.53928402 7.78968100 3.24742628 8.46077000 2.24741109 8.23383343 -0.07445624 NA NA 6.43328999 6.15431384 1.92550578 14.87258354 9.97261842 10.84212048 12.07269949 4.83238372 NA 12.34097227 1.51045562 8.10520453 2.24741109 NA NA 11.24447789 4.09541812 11.43130610 12.59340886 11.22870453 9.90771810 5.24742248 NA 10.48391531 NA 2.24741109 9.74726856 4.83238372 9.93811903 NA 8.48773715 4.38492704 4.31781054 NA NA 6.15431384 -0.07445624 NA 8.61898155 5.70685376 NA NA 11.98348628 NA 3.62593673 -0.07445624 NA -0.07445624 NA 8.87677937 NA 8.01295745 4.08738646 0.857000 0.524330 -0.036066 3.656900 -0.176130 0.350720 0.350720 0.929800 3.656900 0.382870 -0.034904 0.047694 0.840810 1.139600 -0.103030 0.315460 0.315460 -0.160900 -0.214260 0.541360 0.137320 0.688680 0.737770 0.737770 0.573980 0.573980 0.729620 0.729620 0.604130 0.441550 -0.273840 -0.186580 0.442210 0.018243 -0.084793 -0.197770 -0.198000 -0.198000 0.282480 -0.176130 -0.176130 -0.176130 -0.195500 -0.172720 -0.172720 0.234880 0.013492 -0.034904 0.000000 -0.491310 1.139600 1.139600 1.139600 0.350880 -0.216020 -0.216020 -0.216020 -0.103030 -0.050506 -0.050506 0.315460 -0.160900 -0.160900 -0.187350 0.174070 0.174070 -0.163830 0.701950 0.688680 0.688680 0.688680 0.702510 0.573980 0.060508 -0.202740 -0.272280 0.584530 -0.303570 -0.303570 -0.318950 0.464510 -0.216 -0.216 0.000 0.000 0.315 0.315 -0.161 -0.214 0.174 -0.138 0.564 0.689 0.689 0.738 0.738 0.513 0.513 -0.187 0.670 0.730 0.730 -0.272 0.585 0.424 0.000 0.282 0.282 -0.176 -0.176 0.351 0.178 0.000 0.000 0.383 0.000 -0.491 -0.179 1.140 0.351 -0.304 0.138 -0.216 -0.216 0.000 0.000 0.315 0.315 -0.161 -0.214 0.174 -0.138 0.564 0.689 0.689 0.738 0.738 0.513 0.513 -0.187 0.670 0.730 0.730 -0.272 0.585 0.424 0.000 0.282 0.282 -0.176 -0.176 0.351 0.178 0.000 0.000 0.383 0.000 -0.491 -0.179 1.140 0.351 -0.304 0.138 8.81727821 9.11531915 -0.07445624 4.17342330 7.21089631 10.02878240 10.18876376 8.12374327 9.82031237 3.51045562 6.71991036 NA -0.07445624 11.89452128 0.92546780 10.96144832 6.48008413 9.18052310 11.10565235 14.75516775 4.56935134 9.75521725 11.40527482 1.13960046 10.94299899 -0.07445624 10.03532520 8.64659363 10.20509360 0.12710497 -0.07445624 15.01196256 7.80201158 9.98483896 3.83238372 10.40931031 8.71991036 9.63630107 11.89019644 9.86800902 -0.07445624 7.86800886 9.01295745 11.60233318 9.00231012 7.71339683 9.17104716 6.71991036 10.04571953 5.70685376 13.16658395 13.35738386 11.35907999 6.69367930 10.73847400 7.36012281 12.92037831 10.68121671 5.61786560 12.59340886 10.53374934 10.65171269 11.58771785 7.25641157 13.59023294 13.14072418 2.24741109 10.87166980 10.51795160 10.74007705 2.24741109 8.68038203 10.82031229 10.91062497 14.02056104 9.86065962 9.89779948 8.26979059 10.31351184 9.18758937 13.80546064 11.29890353 6.71991036 11.13981371 4.96988724 4.73284985 9.23837751 11.64915552 2.92548679 7.66020417 11.55165987 8.86507378 8.82636131 9.97261842 7.28304667 7.49534980 6.35175905 4.09541812 8.72315613 NA 3.09541812 7.41734791 NA 9.13006572 2.73285528 11.43130610 13.39259060 10.26311647 10.65256411 11.14163415 5.24742248 -0.07445624 NA 10.92337971 9.32209940 5.09541812 9.74726856 11.74607246 10.10540361 6.11531837 9.93811903 12.06632435 10.19345168 8.73606633 NA 5.65341549 8.77192518 9.58727272 7.92549451 10.08662642 TCGA-77-A5GH 81 0 NA 1182 lung stage ib t2a n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 11 1949 r0 NA NA NA NA 6 4 1 1 3 3 4 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3115239 NA 6.6292648 7.7028452 4.2904613 0.2030132 2.5249162 0.2030132 10.3952923 4.4509275 0.2030132 9.1859931 9.0671856 3.6624334 0.2030132 NA 1.2030132 2.2030132 1.2030132 7.1571953 11.6428303 8.4697859 7.6787332 8.8468556 1.7879757 11.6716235 NA 5.3729242 2.7879548 0.2030132 6.9711837 2.2030132 14.4499627 9.7823153 12.0425970 13.1795636 3.9034432 NA 11.6171562 7.4791238 8.3628709 4.2904613 NA 2.7879548 11.1548160 6.1802792 10.5791249 12.1781309 11.1083865 10.5293952 4.8468543 NA 8.9777865 NA 4.5249287 10.8204669 5.6292634 11.0492734 NA 6.5067796 7.1218629 3.6624334 0.2030132 1.2030132 6.6459423 NA 7.0484891 10.0609805 6.1098891 NA NA 10.9662118 2.0827026 5.0103547 4.2324535 1.2030132 1.7879757 NA 9.4556648 NA 7.7343811 5.0103547 0.29551000 0.20552000 0.91727000 0.46454000 -0.12249000 2.12190000 2.23250000 0.04544900 0.04544900 -0.17674000 0.33904000 0.87631000 0.85802000 -0.16711000 0.07601600 0.44208000 -0.05372200 0.56760000 -0.36281000 -0.36281000 -0.17523000 -0.26424000 -0.37975000 0.10179000 0.13083000 0.13083000 0.14565000 0.14565000 0.10398000 -0.00066837 0.05397400 -0.15760000 -0.37288000 0.13320000 0.24578000 -0.36384000 -0.36384000 -0.34203000 -0.34203000 -0.12249000 -0.22303000 -0.24293000 -0.03051600 -0.38042000 -0.39080000 0.09713200 0.05027600 -0.17674000 -0.40028000 -0.42940000 -0.19448000 -0.16711000 -0.16711000 -0.16711000 0.09234100 0.15131000 0.00000000 0.07572900 0.07601600 0.46522000 -0.31363000 0.02190900 0.02190900 -0.36281000 -0.17523000 -0.17523000 -0.28237000 -0.35656000 -0.27246000 -0.27246000 -0.26424000 0.09538900 0.36907000 -0.02134800 -0.37187000 -0.37187000 -0.01447900 0.02317000 0.02317000 0.02317000 -0.03147100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 -0.175 -0.315 -0.315 -0.272 -0.272 -0.406 -0.406 0.000 0.000 0.296 0.296 0.146 0.146 -0.372 0.104 0.133 0.133 -0.342 0.123 -0.122 -0.122 2.176 -0.391 0.000 0.000 -0.076 -0.177 0.474 0.858 -0.167 -0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 -0.175 -0.315 -0.315 -0.272 -0.272 -0.406 -0.406 0.000 0.000 0.296 0.296 0.146 0.146 -0.372 0.104 0.133 0.133 -0.342 0.123 -0.122 -0.122 2.176 -0.391 0.000 0.000 -0.076 -0.177 0.474 0.858 -0.167 -0.167 0.000 0.000 7.7954566 8.2309052 4.2029975 9.8576355 7.5517275 11.3089080 10.0135711 8.2473935 10.1745430 2.2030132 6.4884009 0.2030132 0.2030132 11.4094034 1.2030132 10.7275412 6.2473940 8.4603875 10.7065271 13.7198075 5.4509275 11.1181319 12.3403109 1.7879757 5.1098912 0.2030132 6.0856435 8.7343811 8.9810438 NA 1.2030132 14.9871231 7.4697859 9.9172450 4.2904613 10.5985336 9.1008450 10.2432892 10.9419361 10.6928474 0.2030132 9.7898393 6.7879626 11.3735505 10.5090612 5.4509275 11.1211174 5.7879626 11.2677288 8.6746746 10.5802100 13.1445973 11.4550735 8.1218629 11.0038994 14.5083488 13.2185888 10.8999670 5.5449861 12.1781309 11.2432892 11.9624716 10.8287083 7.7804282 13.3395036 9.2309055 8.1396373 11.6092045 11.3476577 12.1061282 1.2030132 8.9909021 11.3115239 11.1158888 13.8635503 8.4414042 9.3693886 9.0295479 10.6918438 8.8540511 16.3515356 10.3952923 5.7879626 10.6614061 9.8999670 5.9309194 10.7028454 12.2721136 NA 10.0516224 10.4930183 9.9478333 9.1098902 9.7823153 7.9843592 9.0453499 7.4221682 5.1571974 10.0119637 NA 1.7879757 9.1916840 NA 9.5113386 7.7652417 10.5791249 12.8452769 10.9761387 10.4872453 11.5434060 4.8468543 1.2030132 NA 11.3909701 9.7107940 4.3729242 10.8204669 10.7137637 5.6292634 7.0733640 11.0492734 12.6368457 10.3399906 10.6344971 0.2030132 9.4342206 11.6518282 9.7709555 8.6292641 10.3463826 TCGA-79-5596 NA 0 NA NA lung stage iiia t3 n1 m0 male NA NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 NA NA NA NA 5 2 2 5 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.62795254 NA 1.91964518 8.57916204 NA -1.53993898 5.98205580 -1.53993898 7.66723504 4.41441971 -1.53993898 8.83634612 4.01481053 7.90523536 -0.53972924 NA 0.46027076 0.46027076 0.04516335 7.16757972 10.90497693 7.65743779 2.70814308 9.37161288 -0.53972924 11.59480758 -0.53972924 3.74562458 NA NA 3.98378712 -1.53993898 13.86486247 11.73066216 11.86256673 11.97456502 5.16066208 NA 11.66142580 1.26759572 8.46303590 2.85253825 NA 7.80229534 11.89895680 3.21510389 11.10294946 13.66644270 11.09865674 9.97471787 5.49364413 NA 10.85789541 NA 1.04516335 9.47354341 2.46021833 10.75196710 5.55825233 9.91965248 6.02246325 1.46021833 NA NA 5.84392607 0.04516335 NA 9.04236281 4.10407662 1.91964518 2.91964518 8.53837171 1.53406160 1.78215691 0.88510575 1.91964518 0.46027076 -0.53972924 7.64012995 0.78215691 6.65989317 1.04516335 0.0581000 0.0853840 0.0741400 2.3220000 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-0.231 0.000 0.000 0.000 -0.657 0.000 -0.533 0.000 -0.130 -0.130 0.000 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.609 0.000 0.000 0.000 0.000 0.000 0.000 -0.596 -0.596 0.485 0.033 -0.603 0.212 0.000 0.000 -0.637 -0.637 -0.637 0.000 0.000 0.000 -0.231 0.000 0.000 0.000 -0.657 0.000 -0.533 0.000 -0.130 -0.130 9.7146590 8.7234900 -0.5397292 9.0517432 8.4839754 10.0143299 11.1591425 8.3172064 9.0795237 -1.5399390 6.4881261 NA 0.7821569 10.7479332 NA 11.7921846 8.0128899 9.3946488 11.1902982 15.1801577 3.4144197 10.1157516 10.5849883 0.4602708 10.5849883 NA 4.1606621 8.2915280 10.6537462 NA 2.9837871 15.3211017 8.4517428 9.2978487 4.3182011 11.9520739 9.5739630 9.6048790 12.4215801 10.0772290 -0.5397292 9.3228581 9.5602260 11.4211278 9.4777253 8.6413730 10.8078422 8.4644412 11.6903779 10.0148097 13.1975210 13.5305514 12.8706059 8.9389906 11.0112080 7.8990124 12.7137729 10.7958903 5.2678316 13.6664427 10.8883192 9.1121694 10.8218905 7.0712457 13.7780485 13.3813179 -0.5397292 11.7974246 10.97764413 10.49948258 0.04516335 9.77706804 11.62795254 10.57396296 14.89383803 10.16325920 10.09851641 7.78665059 9.97246750 10.61567157 12.74757246 7.66723504 8.46444119 12.18206763 4.72700555 5.86109932 6.53703664 12.92112460 NA 6.49913951 11.84311498 8.65251374 7.12555709 11.73066216 7.59207800 5.41441633 4.60996766 1.63012585 9.08227254 0.78215691 6.63514637 8.58821504 0.04516335 9.67210919 2.26756576 11.10294946 12.82524457 11.18516094 10.82051925 11.77154340 5.49364413 2.16066208 2.54767192 10.32363274 9.31664629 2.70814308 9.47354341 11.58337222 7.92170053 5.83525966 10.75196710 11.47039924 10.37385828 8.23005888 4.90316363 7.84176372 8.13139039 10.52765518 7.62512800 10.46899958 TCGA-85-6175 63 1 294 NA lung stage iib t3 n0 m0 female 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 2 4 1 2 4 1 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 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0.4900566 8.6285786 -1.8318715 -0.8318715 9.4707618 5.2125188 NA NA 11.1500467 -1.3989691 5.2234071 1.8574237 3.5943933 2.2555914 0.1681285 11.0138088 6.1281243 6.8754815 3.5312941 -0.1093300 0.1059900 0.1059900 0.2499600 0.0000000 0.4500300 0.1271200 0.2750500 0.2750500 0.3573100 0.0512450 -0.2605800 0.3476200 -0.0685290 -0.0674580 -0.0410240 3.6569000 -0.1270700 0.1435500 0.1435500 -0.1145600 0.5417100 -0.1407800 -0.1407800 0.1207900 0.1207900 0.2526100 0.2526100 0.1498000 0.1302200 -0.1093300 -0.1093300 0.1059900 0.1059900 0.1059900 -0.1150800 -0.1150800 -0.1150800 -0.1150800 0.0000000 0.0000000 0.0047190 -0.0091286 0.1271200 0.1271200 0.1212500 0.0097276 0.3573100 0.0512450 -0.2605800 -0.4714100 -0.4569300 -0.4569300 -0.0685290 -0.0293110 -0.0293110 -0.0293110 -0.0674580 -0.0674580 -0.0674580 -0.0380340 -0.1334100 -0.1290100 0.1435500 -0.1145600 -0.1145600 0.1109600 0.1127200 -0.0092666 -0.0092666 0.5417100 -0.1407800 0.1159400 0.1207900 0.0996620 0.0920250 0.1498000 -0.2511600 -0.2476400 -0.2301800 0.1302200 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 0.144 -0.115 0.111 0.111 0.000 0.000 -0.141 -0.141 0.121 0.121 -0.109 -0.109 0.253 0.253 0.000 0.150 0.106 0.106 -0.115 -0.115 0.000 0.000 0.127 0.127 0.112 0.000 0.377 0.377 -0.261 0.348 0.000 0.000 -0.230 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 0.144 -0.115 0.111 0.111 0.000 0.000 -0.141 -0.141 0.121 0.121 -0.109 -0.109 0.253 0.253 0.000 0.150 0.106 0.106 -0.115 -0.115 0.000 0.000 0.127 0.127 0.112 0.000 0.377 0.377 -0.261 0.348 0.000 0.000 -0.230 -0.100 9.3467876 8.2805625 -0.2469090 5.2974042 8.2700986 9.7092195 10.7803002 8.7687325 9.8922102 -0.2469090 6.7265438 3.0261095 0.7530910 12.9510186 -0.8318715 10.8759133 6.2179713 8.8772065 10.9446607 13.5261558 6.5604398 10.9698311 10.8748346 1.4236320 10.9396122 -0.8318715 6.6759175 8.9592856 9.3165739 -1.6684094 0.1681285 14.0428400 7.2315179 10.3570207 8.5775138 11.0629405 10.7179075 10.862481 11.894128 10.759411 NA 8.324206 9.139666 11.157340 9.632668 6.392125 11.417829 7.564727 12.331843 7.501278 10.502675 13.835484 12.347954 9.172343 10.910011 8.553985 13.729530 12.297406 4.303781 12.149826 12.743130 11.082882 11.113384 7.540988 14.233231 7.469619 2.338054 10.067102 10.838558 12.024159 1.868568 10.224422 11.747792 10.171992 14.666270 9.339300 7.578638 8.274031 10.025326 9.187714 16.284000 7.432565 7.564727 11.858121 8.351758 7.697554 10.136069 13.764342 NA 9.416050 11.148976 11.065212 11.786852 9.112103 8.423151 8.366568 7.474185 8.777301 9.623964 NA -1.831871 9.620879 -1.831871 9.633179 5.611066 11.110087 12.881402 10.441044 11.637765 11.246440 4.753086 NA NA 13.893436 11.659224 7.279259 11.480439 11.479729 9.781452 7.223405 10.169531 11.962336 9.701453 10.417829 NA 10.451790 9.583601 9.833459 7.462744 10.915686 TCGA-85-6560 59 0 NA 1259 lung stage iia t1b n1 m0 male 2011 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 40 1970 r0 white not hispanic or latino NA NA 4 4 1 2 3 3 3 3 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 1.31783e-05 3.155855e-06 13.1524008350731 19.2066805845511 31.9415448851775 7.72442588726514 27.9749478079332 NA 12.3622439 -2.1558554 6.0779479 8.3261279 7.7300251 2.0922413 5.5768003 NA 7.8129955 5.1204515 NA 9.9489273 6.2452085 3.4590381 -0.5706786 NA 2.0922413 2.5841688 0.6516832 8.8639193 11.5647865 9.2344975 0.4293214 9.5730994 4.7868420 4.6125117 NA NA -2.1558554 5.5585738 12.3446724 -1.1555340 14.0770627 9.5136565 10.1201620 8.7246772 9.8941770 -1.1555340 10.4013135 8.2051755 9.0274612 3.9940728 NA NA 10.9944169 5.8631951 12.5129919 11.3202696 10.2763484 9.9655511 4.3200586 -2.1558554 9.6297810 NA 7.7542214 9.5171958 5.2789549 10.0307522 0.8443053 10.7423629 8.4718625 4.2872728 -0.5706786 -2.1558554 8.7200777 5.3600271 -2.1558554 9.4032275 5.4736863 NA -2.1558554 11.3436761 7.3279020 4.2018769 NA 3.8443254 8.7602080 5.0440006 10.2616536 1.0142839 7.3796036 2.2366457 0.929390 0.515870 0.140430 0.475810 -0.232140 1.208500 1.208500 -0.255150 0.143250 -0.218500 -0.218500 3.656900 0.252190 -0.245090 -0.228460 0.589010 -0.228460 -0.098945 0.833730 -0.222810 -0.223300 0.338200 -0.222070 -0.237840 -0.212180 -0.643020 -0.249460 0.527660 -0.146820 0.077574 0.176030 0.176030 0.515870 0.101760 0.140430 -0.227850 -0.226500 -0.140000 0.455870 -0.648650 -0.232140 -0.241920 -0.255640 -0.237770 -0.229320 0.549300 0.143250 -0.218500 -0.227240 -0.260850 -0.245090 -0.245090 -0.245090 -0.246420 0.551240 0.551240 -0.233610 0.151290 0.514380 0.514380 -0.228460 -0.103420 -0.098945 -0.643680 -0.210320 -0.223300 0.190260 0.180710 -0.222680 0.338200 0.338200 -0.237530 -0.212180 -0.206850 -0.209830 0.154120 -0.159050 -0.045454 0.000000 0.000000 0.060892 0.288 -0.234 0.151 0.514 0.322 -0.228 0.000 -0.223 -0.223 0.192 0.192 -0.238 0.101 -0.238 -0.238 -0.212 -0.212 0.159 0.159 -0.249 0.278 0.209 -0.159 0.485 0.140 -0.193 0.262 -0.205 -0.205 0.979 -0.229 0.294 -0.112 -0.218 -0.218 0.292 0.524 -0.211 -0.211 0.000 0.000 0.288 -0.234 0.151 0.514 0.322 -0.228 0.000 -0.223 -0.223 0.192 0.192 -0.238 0.101 -0.238 -0.238 -0.212 -0.212 0.159 0.159 -0.249 0.278 0.209 -0.159 0.485 0.140 -0.193 0.262 -0.205 -0.205 0.979 -0.229 0.294 -0.112 -0.218 -0.218 0.292 0.524 -0.211 -0.211 0.000 0.000 9.9819601 9.7605812 0.1662013 NA 6.5824205 9.7383884 10.0148796 9.5525502 10.1603272 4.0731433 6.8072248 NA 1.5447821 12.5887945 4.4736830 10.6301896 7.1111148 8.2653412 11.6803956 13.6765262 5.3521229 11.6981253 11.3032477 0.8711340 9.2810400 -1.1555340 0.6516832 8.8653083 10.5251209 -2.0715728 3.8216082 11.3291514 9.4890861 11.3181610 6.6224062 10.2180093 9.0713428 10.304784 11.623227 11.191258 1.014284 8.950237 6.152668 11.028274 10.869295 9.637119 11.495044 6.295539 6.383487 7.710062 10.656706 13.532606 8.563717 8.353114 11.513435 7.303760 12.789955 10.349396 5.648267 11.320270 12.012922 10.326128 11.162306 6.029203 13.246959 6.638744 8.394113 13.479508 11.9997002 11.0029382 7.3220868 9.3965172 12.3622439 12.2530563 12.5958704 9.3555870 10.7301659 8.8928154 10.5718235 10.3399337 15.3384106 7.8129955 6.2955394 11.7961596 6.9684502 6.9264775 9.9577450 10.5939884 NA 8.8393890 11.8171288 8.8007045 8.0731470 9.5136565 6.8187432 7.9036728 6.8330128 6.9710331 9.8046925 NA NA 8.9940756 -0.5706786 9.5679893 12.2814303 12.5129919 13.6355677 11.9140300 11.1615998 12.4162588 4.3200586 6.1662575 -2.1558554 12.0190201 8.6565057 7.0016750 9.5171958 11.8932410 6.3241085 6.0586477 10.0307522 12.4623124 10.6002593 10.1441088 NA 5.4809533 8.7889454 10.7148858 8.4553531 10.4569667 TCGA-85-6561 66 0 NA 1224 lung stage ib t2a nx m0 male 2011 NA yes 100 lung squamous cell carcinoma- not otherwise specified (nos) 35 1975 r0 white not hispanic or latino NA NA 1 2 2 3 2 2 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 7 0 0 1 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 4 4 0 7 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2.469197e-05 8.600573e-06 4.03309203722854 48.3971044467425 36.6080661840745 3.41261633919338 7.54912099276112 -1.8401125 11.6016888 NA -0.8398543 7.7673714 -1.8401125 2.6194834 4.3659794 0.1600166 8.8271531 8.1401810 2.9673900 13.1987032 6.2737844 5.9673969 NA 1.1600166 NA -0.2549779 1.4819705 8.5662463 11.9504917 9.7788857 2.4819705 8.6628731 4.3299631 10.0725566 NA 7.3523339 -1.8401125 0.1600166 7.0996203 1.8604861 14.1844442 9.5852574 10.8813543 11.2927018 7.8604812 -0.8398543 12.0107166 1.1600166 9.6652128 3.8038986 NA -1.8401125 11.7075216 5.5980019 11.0211283 13.0216426 10.9385293 10.0426882 4.1824063 NA 9.9766251 1.1600166 5.1025574 10.7775089 6.3097892 10.5520905 3.5523648 10.0110096 7.0149098 6.5480589 -0.8398543 -0.8398543 7.3473937 -1.8401125 -1.8401125 9.2789825 5.2893254 -1.8401125 -1.8401125 11.6555217 0.9797327 5.7820940 -0.5296974 3.2044381 1.7450221 -1.8401125 10.4962690 2.6194834 6.3694944 3.2905571 0.120930 0.014051 0.014051 0.796840 0.362310 -0.320890 -0.313540 -0.067234 -0.067234 0.726780 0.253240 -0.304510 0.170310 0.300260 -0.110900 0.000000 0.000000 -0.306390 0.141910 0.561160 0.110710 -0.060748 0.152480 0.152480 -0.325540 -0.325540 0.069525 0.149350 0.137610 0.125200 -0.307210 -0.307580 0.120200 0.014051 0.014051 -0.307920 -0.307920 -0.307920 0.794910 -0.285490 0.362310 -0.305570 -0.305570 -0.313540 -0.306630 -0.029390 -0.067234 1.688200 0.116410 -0.304510 0.183920 0.183920 0.300260 -0.073877 0.154120 0.154120 -0.305690 -0.110900 -0.061689 -0.061689 0.000000 -0.306390 -0.306390 0.169110 0.114040 0.110710 -0.018353 -0.296500 0.050534 0.050534 -0.060748 -0.298040 0.134650 -0.325540 0.346650 -0.358400 0.137610 -0.303810 -0.303810 -0.303810 0.125200 0.154 0.154 -0.111 -0.111 0.000 0.000 -0.306 0.473 0.111 0.000 -0.278 0.000 0.000 0.152 0.152 0.135 -0.191 -0.307 0.000 0.149 0.149 -0.358 0.138 0.000 0.000 0.487 0.795 -0.285 -0.285 -0.307 -0.307 0.000 0.000 0.727 0.727 -0.305 -0.163 0.184 0.000 -0.179 0.125 0.154 0.154 -0.111 -0.111 0.000 0.000 -0.306 0.473 0.111 0.000 -0.278 0.000 0.000 0.152 0.152 0.135 -0.191 -0.307 0.000 0.149 0.149 -0.358 0.138 0.000 0.000 0.487 0.795 -0.285 -0.285 -0.307 -0.307 0.000 0.000 0.727 0.727 -0.305 -0.163 0.184 0.000 -0.179 0.125 9.397849 8.353567 1.160017 8.169870 8.369495 9.961346 11.413446 8.590494 9.873428 2.247502 5.683604 -1.840113 1.481971 12.516149 1.329985 10.996289 5.921593 8.601948 11.014251 14.213734 5.339950 10.707659 10.736762 -1.840113 9.249492 NA 2.860486 8.505447 9.604011 -1.663831 2.407978 14.276324 8.174062 9.657893 7.436166 10.911376 9.730371 9.945902 12.291818 10.510428 -1.840113 8.771066 9.543206 10.851785 9.806600 7.400832 10.681642 8.544825 12.267977 6.412707 12.668009 12.964929 12.059965 10.242523 10.748990 8.059399 13.362280 10.631717 4.069573 13.021643 11.927605 10.688740 10.551822 7.431504 13.743731 11.633240 2.160049 10.042302 11.1122366 10.5638523 1.3299846 9.9036136 11.6016888 10.6120252 14.6115901 9.3749675 10.1688447 8.1301473 9.8543994 9.9273983 15.6776801 8.8271531 8.5448250 11.8005123 7.2071657 7.4221363 11.6925191 12.2488297 NA 9.2763855 10.7939448 10.1076783 9.3541826 9.5852574 7.8218193 9.3129601 8.1754562 6.5523586 8.7355807 -1.8401125 6.6357747 8.3597135 0.1600166 9.3972513 2.8604861 11.0211283 12.5048228 10.5918002 11.2729695 11.4344196 4.1824063 NA -1.8401125 12.9341593 10.5112567 6.3148596 10.7775089 11.9002438 10.3541827 5.5437464 10.5520905 12.0598704 10.0833690 10.0160778 2.4819705 7.0966793 9.5014823 9.7450040 7.2126092 10.8768609 TCGA-85-6798 57 1 195 NA lung stage iiia t3 n1 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1976 r0 white not hispanic or latino NA NA 5 2 2 3 2 2 4 1 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5308129 NA 1.6378884 7.6407055 -1.3621579 0.2228046 5.5185761 0.2228046 10.6061974 8.4833809 0.2228046 11.1707335 4.8858184 4.1924783 2.7253485 NA 4.0641586 1.2228664 NA 6.3452491 10.5228243 6.1847861 5.2817465 8.2672474 0.9598443 11.2806193 -0.3621579 0.9598443 NA -1.3621579 3.5447821 NA 13.6117615 11.7960270 12.6212406 11.2548989 6.3793576 0.2228046 12.8915166 -1.3621579 7.9771837 0.2228046 NA 9.8015404 10.2913448 1.6378884 9.7799977 13.8093411 10.8896689 9.8446852 6.5804048 -0.3621579 10.3094317 NA 1.9598072 10.3469745 1.2228664 7.0259081 NA 9.2190913 3.8078186 2.0973074 NA -0.3621579 6.4387902 NA NA 9.1466758 4.7464149 NA -0.3621579 12.1366152 4.4189860 0.2228046 NA -0.3621579 0.6379348 0.2228046 8.3572793 NA 6.3658115 -1.3621579 0.10482000 0.38816000 0.88406000 3.65690000 -0.38627000 1.01570000 1.01570000 1.04700000 0.30665000 0.64598000 0.64598000 -0.01848500 0.29580000 0.48027000 -0.36147000 -0.09789100 -0.13691000 1.03500000 -0.37042000 0.36526000 0.17875000 0.06308000 0.52976000 0.52976000 0.30921000 -0.07580600 0.14563000 0.00555290 0.03947800 0.60322000 0.00097064 0.10482000 0.38816000 0.24575000 -0.41597000 -0.37820000 -0.38549000 -0.38549000 0.10979000 0.00388540 -0.38627000 -0.38862000 -0.40074000 -0.37572000 -0.38078000 0.29995000 0.35169000 0.64598000 0.49683000 -0.76167000 -0.02178400 -0.03435900 -0.03435900 -0.00456950 -0.40005000 -0.40005000 -0.34756000 -0.02288100 -0.36147000 -0.36147000 0.51141000 0.14134000 -0.03135900 -0.37042000 0.17875000 0.17875000 -0.21280000 -0.35692000 0.06308000 0.06308000 0.06308000 -0.73661000 0.30921000 -0.07580600 -0.36136000 -0.36136000 0.03947800 -0.05469000 -0.05469000 -0.05469000 -0.05469000 -0.348 -0.348 0.000 -0.339 -0.137 -0.137 0.000 -0.370 0.179 -0.213 -0.213 0.000 0.000 0.530 0.175 0.309 0.000 0.104 0.104 0.000 0.000 -0.361 0.000 0.388 0.000 1.829 2.207 0.000 -0.364 0.640 -0.376 0.307 0.307 0.497 0.646 -0.743 0.164 0.000 0.000 0.000 0.000 -0.348 -0.348 0.000 -0.339 -0.137 -0.137 0.000 -0.370 0.179 -0.213 -0.213 0.000 0.000 0.530 0.175 0.309 0.000 0.104 0.104 0.000 0.000 -0.361 0.000 0.388 0.000 1.829 2.207 0.000 -0.364 0.640 -0.376 0.307 0.307 0.497 0.646 -0.743 0.164 0.000 0.000 0.000 0.000 9.9855120 8.7594242 0.6379348 7.5920870 4.8667102 10.1227136 10.1678091 8.2257617 10.1987011 5.3658115 6.7039797 NA NA 11.9093537 -1.3621579 11.2345463 8.3759830 9.4052474 10.4260666 15.2832254 4.2525973 10.8171778 10.3404963 NA 4.2817502 NA 2.4452500 9.2717940 9.9450858 NA 5.7359229 14.8625895 8.0151011 9.3504177 3.0302125 10.4636445 7.4580694 9.649118 12.589995 9.907017 NA 10.430681 9.243370 10.875698 9.127739 9.272702 10.536492 8.943952 10.528531 8.012930 13.096746 13.503044 12.166467 7.173166 9.817178 4.544782 12.141592 10.912269 4.928830 13.809341 10.397779 9.699937 10.331378 5.352137 13.676195 13.480732 2.445250 10.340496 10.0885865 10.5063274 0.2228046 8.7280031 11.5308129 10.9527571 14.7387369 10.9516240 9.2589994 8.9987377 10.8341854 9.6685578 13.4812720 10.6061974 8.9439524 11.4257932 4.4452433 7.0849742 6.9688073 11.2025165 NA 6.4060757 11.6583498 9.2727016 9.9490713 11.7960270 6.2077465 5.9688073 2.2228664 4.0973243 8.0215952 0.6379348 5.2077445 7.3994420 -1.3621579 9.4723617 1.2228664 9.7799977 12.9854428 10.5920870 10.3191290 11.2936450 6.5804048 NA 0.2228046 12.0959127 10.4428283 7.1456856 10.3469745 11.3463280 10.0462204 5.4192490 7.0259081 12.7396202 10.3696340 7.9348066 NA 5.5327097 7.5261471 9.4516719 7.8301837 9.4833807 TCGA-85-7696 64 0 NA 1111 lung stage ia t1 n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 30 1970 r0 white not hispanic or latino NA NA 5 3 1 2 2 2 4 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.2740529 11.1476658 NA 1.3564819 8.3401301 -0.2285369 3.4345081 5.6442053 0.5085301 3.7715370 7.1290924 NA 10.8900490 4.5616194 3.0445515 2.6460013 -1.8134994 0.5085301 1.2466513 NA 7.0445591 11.7021546 8.8598870 7.5681211 8.0783617 -0.8134994 11.3577547 -0.8134994 1.6460244 NA -0.2285369 8.0554007 3.6784325 14.6298247 9.7003055 11.6775541 13.1569984 7.2633932 -1.8134994 12.3486545 5.1523619 8.2163482 3.0934757 -0.8134994 NA 11.1941011 6.0383264 11.0813957 12.9481229 13.8626176 9.3849862 4.9144976 NA 9.9752963 NA 3.1865798 10.7557215 5.2418592 11.1307409 3.7101397 8.6983307 6.2633932 6.1232151 -0.8134994 0.1866273 5.6295227 NA NA 8.8077139 6.2089464 NA -1.8134994 10.6923894 0.3468718 3.6784325 -0.2285369 2.7715476 3.5788904 -0.8134994 8.4165983 4.0934672 8.9597171 2.0934588 1.9504000 0.5149000 -0.1414200 1.6528000 -0.1013200 0.6903600 0.6940900 -0.1309600 -0.1309600 0.4426200 0.4789000 0.4963200 0.0797350 1.5259000 -0.1323800 0.2025900 -0.3978600 0.4036100 0.0739770 -0.0019777 0.1383500 0.1667000 -0.0853240 -0.0853240 1.4627000 3.6569000 0.2239100 0.1611500 0.1172000 0.0172640 -0.6109500 -0.5972100 0.5149000 -0.1911200 -0.4191500 0.1709100 -0.6142200 -0.6142200 1.6336000 -0.6237000 -0.6118100 -0.6118100 -0.6118100 -0.6040800 -0.6040800 -0.1313500 -0.1703900 0.4426200 0.4363100 -0.9125100 -0.5113500 -1.2929000 -0.5155800 0.5367800 -0.5032800 -0.5032800 -0.1081500 -0.1323800 -0.1323800 -0.1323800 -0.3978600 0.4036100 0.4036100 0.0739770 -0.4646500 -0.4646500 0.0609360 0.0609360 0.1667000 0.1667000 0.1667000 -0.4101400 -0.4522200 -0.6167100 -0.3529300 -0.3529300 0.1784500 0.0172640 0.0172640 0.0172640 0.0172640 -0.503 -0.108 -0.132 -0.132 0.203 -0.398 0.404 0.000 0.138 0.000 0.000 -0.631 -0.465 0.000 0.000 0.128 0.128 -0.597 1.314 0.224 0.224 -0.353 0.117 0.373 -0.141 0.171 0.171 -0.612 -0.612 0.687 0.000 -0.131 -0.131 0.443 0.443 -0.190 0.000 -0.511 0.025 0.000 0.000 -0.503 -0.108 -0.132 -0.132 0.203 -0.398 0.404 0.000 0.138 0.000 0.000 -0.631 -0.465 0.000 0.000 0.128 0.128 -0.597 1.314 0.224 0.224 -0.353 0.117 0.373 -0.141 0.171 0.171 -0.612 -0.612 0.687 0.000 -0.131 -0.131 0.443 0.443 -0.190 0.000 -0.511 0.025 0.000 0.000 8.8878844 8.5174950 0.1866273 7.3235691 6.9347712 9.7827676 11.0303028 8.3094059 9.1681451 2.5085047 6.9842396 NA -1.8134994 11.1086048 0.1866273 11.6982157 6.5745950 9.3029220 10.8664736 14.1105089 5.0445602 10.1054412 11.1939556 -0.2285369 10.8752653 NA 6.9076767 8.7160086 10.8097690 -0.6117553 -0.8134994 14.4618658 8.7687199 10.3871700 4.3565030 10.7929831 9.2727142 10.760698 11.695734 11.449113 2.646001 10.067692 8.398466 11.069985 10.488360 9.182345 10.907677 6.752632 12.334408 9.805881 12.693753 13.249847 12.008551 5.887018 10.633305 8.961365 13.865756 10.494348 5.862605 12.948123 11.398922 11.065970 10.870888 7.949791 13.699048 12.515603 4.252665 11.553447 10.8268229 11.1416829 2.4345081 9.1971061 11.1476658 11.0083519 13.8223519 8.9654764 9.2959516 8.4356915 10.1487510 10.5211306 14.8062248 3.7715370 6.7526322 11.8433379 7.5616171 5.8159340 8.4189990 11.4722691 -1.8134994 7.6541835 11.1849920 9.0484403 9.3458186 9.7003055 8.6913970 6.4439663 6.0630952 6.0692210 9.3502276 0.7715476 5.1054392 7.6784311 2.8304379 10.4111826 4.0692210 11.0813957 13.5681209 10.0007598 11.0246000 11.5545386 4.9144976 1.5085301 5.9547616 10.8120585 9.4748674 7.8956619 10.7557215 10.7687199 8.5874573 7.0445591 11.1307409 12.4769568 9.9460501 9.0083519 5.9481289 6.6943732 9.0242767 9.4008971 7.7334723 10.0426144 TCGA-85-7697 49 0 NA 1063 lung stage iib t3 n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 30 1981 r0 white not hispanic or latino NA NA 4 4 3 4 1 2 3 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7921122 -1.8049044 0.5171245 7.5961033 0.1952216 1.1952216 3.6870719 NA 10.5052683 6.1667677 0.7802261 11.1920501 5.4620098 4.3245082 0.1952216 -0.8046524 0.5171245 2.0210177 1.0025945 8.3588731 11.4542312 7.5035626 5.0154039 8.5137663 1.3651326 12.6210951 NA 3.2396119 7.9993546 NA 6.8172753 4.0025765 15.1343525 8.8852217 11.6072641 11.7631797 4.8534368 -0.8046524 11.1902841 0.7802261 9.3692193 3.1021206 -0.8046524 2.7187890 11.3691225 4.1747899 10.7510110 13.0606563 11.6737405 10.3416681 3.0025765 NA 10.4201297 NA 4.7030176 10.4348221 5.3037479 10.3228956 -0.8046524 9.0304845 8.0839670 3.8676494 NA NA 6.1839093 0.1952216 -0.8046524 9.0304845 5.8172753 -1.8049044 0.5171245 10.3503581 -0.2150773 3.8676494 1.5171749 2.7187890 1.5171749 4.2613127 8.8489643 5.9299330 7.0900415 1.6507186 0.0673750 -0.0895670 -0.1003900 0.9998700 0.0164250 0.0759910 0.0759910 0.0629370 0.0629370 0.1228500 -0.0934030 0.0260920 0.0195030 -0.3068600 0.5011600 0.2523000 0.0118180 -0.3323700 0.0937660 0.0937660 -0.0841300 -0.1099800 -0.1610300 -0.1610300 -0.1097200 -0.1097200 0.0031910 0.0031910 0.2929400 -0.0511810 0.0520990 0.0673750 -0.0895670 -0.1003900 -0.1446400 -0.3280900 -0.3280900 -0.3280900 -0.3280900 -0.3328800 0.0164250 0.0164250 0.0164250 -0.3317900 -0.3317900 -0.3365000 0.0629370 -0.0817380 -0.0934030 -0.3344500 -0.3219300 -0.3219300 -0.3219300 -0.3068600 -0.0037395 -0.0037395 0.0000000 -0.3273900 0.0228650 0.0228650 0.0118180 -0.3286700 -0.3237900 0.0937660 -0.0841300 -0.0841300 -0.0195890 -0.2110700 -0.1099800 -0.1099800 -0.1099800 -0.1610300 -0.1097200 -0.1097200 0.0140510 0.0127950 -0.1319900 -0.0321780 -0.0540160 -0.0302670 -0.0511810 0.000 0.000 0.000 0.000 0.234 0.000 -0.324 0.000 0.000 -0.211 -0.211 -0.110 -0.110 -0.161 -0.161 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 -0.132 0.000 0.000 -0.328 0.353 -0.331 0.000 0.000 -0.332 0.000 0.000 0.123 0.000 -0.334 0.000 -0.307 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.234 0.000 -0.324 0.000 0.000 -0.211 -0.211 -0.110 -0.110 -0.161 -0.161 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 -0.132 0.000 0.000 -0.328 0.353 -0.331 0.000 0.000 -0.332 0.000 0.000 0.123 0.000 -0.334 0.000 -0.307 -0.307 0.000 0.000 8.1767910 8.5317300 -0.2197739 8.3128666 7.5810861 9.6684220 11.4954331 8.9383749 10.2158563 -0.8046524 6.1021143 NA 3.3651466 12.2616492 NA 11.4792062 6.2120323 9.1775043 10.8654682 14.8220164 6.4852433 10.8806294 11.6511929 NA 12.0975045 NA 3.7187890 9.8839111 10.2925908 3.3453822 3.1494220 15.7443013 8.5702629 9.4318358 6.0839664 11.4764292 9.7717080 10.153051 12.253215 10.393976 -1.804904 9.681053 9.711909 11.256764 8.996123 7.830035 10.862335 7.768871 11.795594 9.770763 10.966300 13.292927 11.561819 7.501285 10.979245 7.362642 13.241580 11.227958 4.135625 13.060656 11.436164 10.097976 10.875363 7.111103 13.382994 11.858893 3.587545 10.595036 11.3180516 10.7490928 1.7801841 9.0847276 11.7921122 10.4698930 14.1976642 9.5664558 9.3666632 8.8025538 9.8163506 9.5328454 14.1226312 10.5052683 7.7688711 11.3070114 8.3206372 6.8534356 10.3670259 13.2326419 NA 8.4419644 10.8601153 9.7660281 9.2196707 8.8852217 9.3745107 8.8172753 6.8172753 3.3245082 9.3973473 1.7801841 1.7801841 8.0438464 0.7802261 9.3544643 5.1259610 10.7510110 12.7136309 10.7510110 11.0249463 10.9375331 3.0025765 4.5702625 0.7802261 11.6227984 9.7872134 4.3245082 10.4348221 11.8197906 6.7187849 5.8534343 10.3228956 12.6623197 10.8565564 9.1980386 5.7109221 10.7253861 9.6828677 9.8332070 6.5350732 10.6394621 TCGA-85-7698 48 0 NA 952 lung stage ia t1b n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 44 1967 r0 white not hispanic or latino NA NA 5 2 3 1 2 2 3 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2064902 NA 1.7280076 7.8193118 3.4384925 1.8535167 6.3107709 2.0759091 11.0595241 6.4583886 -1.7312063 12.4563807 6.5259530 4.7604179 -0.1464035 NA -0.1464035 1.4385058 -0.1464035 8.1358437 11.6098056 8.6853624 6.0301153 8.4183118 0.2685542 10.4391158 6.5117384 4.1754527 4.1265434 5.0887437 7.3613218 0.5905302 14.4044331 10.7081359 11.1502523 11.5940107 6.1573085 -1.7312063 11.9971230 1.5904823 8.9673214 3.3129555 -0.1464035 NA 11.3985480 4.7497970 11.3693913 14.4626977 11.7924942 10.3528018 4.8535266 -1.7312063 9.4755790 -1.7312063 3.9690031 10.1728230 5.4484748 10.1010592 -1.7312063 9.5876723 6.3926866 5.2572483 NA -1.7312063 7.1542612 0.2685542 -0.1464035 8.9922257 5.9828111 NA -1.7312063 11.4883383 0.2971327 5.3770890 NA 2.7279858 1.4385058 -1.7312063 9.5265419 -1.7312063 7.1203136 4.4089360 0.0458490 0.0012481 1.9348000 1.9950000 -0.0014099 0.6331700 0.1106700 -0.1179200 -0.1179200 0.0652850 0.0685220 0.0489720 0.5530100 0.7846600 -0.0894340 0.0506770 0.0506770 -0.3489300 0.1374600 0.1562100 0.0403260 0.0529520 0.0695250 0.0695250 -0.0753450 -0.0753450 0.3579000 0.3579000 0.2708000 0.0716780 -0.4967300 0.0458490 0.0012481 0.0012481 -0.6576100 -0.5577700 -0.5609700 -0.5609700 0.3279100 -0.5659500 0.0000000 -0.0048461 -0.5941900 -0.5660400 -0.5646500 -0.1179200 -0.3950800 0.0652850 0.0763220 -0.5069600 0.3507200 0.3432300 -0.5918500 0.1166800 0.0154470 0.0154470 -0.5323600 0.1760300 -0.0894340 -0.1074900 0.0217440 -0.3803300 -0.3760500 0.1374600 0.0204830 0.0204830 -0.2974500 -0.2114400 0.0529520 0.0529520 0.0529520 -0.5549700 -0.5680300 -0.0753450 -0.4016300 -0.4381800 0.2708000 -0.2029900 -0.2029900 -0.2029900 -0.0098185 0.000 -0.513 0.000 0.000 0.000 0.000 -0.376 0.156 0.000 -0.211 -0.211 0.000 0.000 0.000 -0.555 0.000 0.000 -0.497 0.000 0.314 -0.334 -0.438 0.271 0.000 0.000 -0.561 -0.233 -0.506 0.000 -0.454 -0.565 -0.118 -0.365 0.000 0.000 -0.507 0.000 0.126 0.126 -0.149 0.000 0.000 -0.513 0.000 0.000 0.000 0.000 -0.376 0.156 0.000 -0.211 -0.211 0.000 0.000 0.000 -0.555 0.000 0.000 -0.497 0.000 0.314 -0.334 -0.438 0.271 0.000 0.000 -0.561 -0.233 -0.506 0.000 -0.454 -0.565 -0.118 -0.365 0.000 0.000 -0.507 0.000 0.126 0.126 -0.149 0.000 9.8661518 8.5994815 -0.7314458 7.6017203 8.0133986 9.8997418 10.6482138 8.5927452 9.3204533 2.2685542 6.4434906 NA 1.5904823 12.3053394 -1.7312063 11.4593154 8.4132230 9.2600866 10.9909966 14.1407827 5.0100323 10.3289229 10.9761396 -1.7312063 10.2052027 NA 9.0482841 8.4322145 10.1230319 -0.6005554 3.1754607 14.7859881 8.6958776 9.3790480 5.7921265 11.0087671 9.7852497 10.4856137 11.7378250 10.2085112 -0.1464035 8.6050713 9.6922059 11.2841540 9.5388602 7.3639621 10.3793743 8.3573532 11.3100185 8.1573080 12.7894289 13.3558618 11.7161646 8.6073011 10.7308114 8.3586771 13.0780314 10.9600902 4.9490306 14.4626977 11.2046506 9.6089713 10.7354060 7.1077684 13.6545451 12.6497697 3.5904942 11.4172002 10.4010645 11.5344728 0.8535167 9.8846541 11.2064902 10.2022554 14.0459472 9.9088096 9.8536165 8.7083956 10.7778425 10.0255380 14.9105600 11.0595241 8.3573532 11.4673167 6.9374492 6.9374492 9.2964707 12.1033320 NA 8.5481753 11.0288689 9.3823069 8.8374709 10.7081359 8.0334362 7.7584125 7.7094340 4.9124199 9.3265564 -0.1464035 5.3770890 8.7940857 0.5905302 9.4322145 4.5904942 11.3693913 12.7187450 11.1805184 10.7065768 11.7441715 4.8535266 -1.7312063 5.3978474 12.1302333 9.9798016 5.5631856 10.1728230 11.7858650 11.8359267 5.6948301 10.1010592 12.2118121 10.3946239 9.3339809 1.9690123 7.5021842 9.3834913 10.5757656 7.5259530 10.6395245 TCGA-85-7699 73 1 1001 NA lung stage iiia t4 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 74 1953 r0 white not hispanic or latino NA NA 6 1 3 1 3 3 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5660582 NA 3.1424134 7.7103732 2.4643546 2.6018391 5.3596477 -1.8577826 7.3098356 6.8463203 1.6018391 11.2081697 5.2819690 8.4688464 0.4643546 NA -1.8577826 1.7031450 -1.8577826 7.9561984 11.7929079 8.9957267 6.1082003 8.4733340 4.7122711 8.5054567 NA 7.5956879 NA 1.1424134 7.3832083 -0.8575212 14.6081411 8.9114282 10.9233669 11.6797568 5.1311038 -1.8577826 11.0042794 5.9237767 8.8352679 3.9497684 NA NA 11.5834510 4.6538511 11.2752380 10.6374950 12.9049548 9.3143256 3.7571300 NA 8.9089459 -0.8575212 4.5347340 10.8964694 6.5812096 10.3288408 NA 9.5962021 7.4021602 4.9237767 1.1424134 NA 7.1647853 NA -0.8575212 8.7151174 4.5347340 NA -1.8577826 11.3176547 1.0854247 6.7160649 NA 1.8428582 2.6659839 -0.8575212 9.8450227 0.9497964 8.3615855 3.2733518 0.1716600 0.0265140 -0.4776500 0.5608100 -0.5507600 1.2945000 1.5796000 0.1628000 0.1628000 -0.1926200 0.7015700 0.2088700 0.3619900 0.3999400 3.6569000 1.2953000 0.0336900 0.0666580 0.0619370 -0.3074500 0.0522410 0.0000000 0.0997240 0.0910100 0.4262000 0.4262000 0.0476940 0.0476940 -0.0215100 -0.1526000 -0.6430200 0.1716600 -0.3802200 -0.4776500 -0.4776500 -0.5641600 -0.5641600 -0.5641600 0.0454240 -0.5507600 -0.5507600 -0.5507600 -0.5507600 -0.5643500 -0.5643500 0.1628000 0.1628000 -0.1926200 -0.2365500 0.0814660 -0.5694200 -0.5694200 -0.5694200 -0.0545550 -0.5848000 -0.5848000 -0.9931100 -0.5651500 -0.5620600 -0.6065900 0.0336900 -0.5675300 -0.5675300 -0.0016059 0.0522410 0.0522410 -0.5950700 -0.6059900 0.0000000 0.0000000 0.0000000 0.0417420 -0.3149400 0.4262000 0.0622230 0.0622230 -0.0215100 -0.1427100 -0.1427100 -0.1427100 -0.1011800 -0.585 -0.585 -0.562 -0.562 1.262 0.000 0.000 0.000 0.000 -0.595 -0.595 0.000 0.000 0.000 0.000 0.000 0.409 0.172 0.172 0.000 0.000 0.000 0.000 0.000 -0.478 -0.564 0.000 -0.551 -0.551 1.453 0.889 0.163 0.163 -0.193 -0.193 0.209 0.209 -0.515 0.000 -0.143 -0.143 -0.585 -0.585 -0.562 -0.562 1.262 0.000 0.000 0.000 0.000 -0.595 -0.595 0.000 0.000 0.000 0.000 0.000 0.409 0.172 0.172 0.000 0.000 0.000 0.000 0.000 -0.478 -0.564 0.000 -0.551 -0.551 1.453 0.889 0.163 0.163 -0.193 -0.193 0.209 0.209 -0.515 0.000 -0.143 -0.143 9.3204594 9.7132215 3.0492997 6.9753069 7.6796356 9.4922512 10.7113232 8.8012712 9.7649265 -0.8575212 7.5131046 NA -0.2726458 12.3308514 -0.2726458 10.7106107 7.2058118 9.0143224 11.1812281 13.8478064 4.6342680 11.4929419 11.7016746 1.8627093 10.1024189 1.1424134 1.1424134 8.4955641 9.5941226 NA 0.1424788 13.6866571 7.7862735 9.9717434 7.7386071 10.0922438 9.7617199 10.928687 11.630257 10.450472 NA 10.545163 8.328531 10.744188 9.782210 7.292164 12.089323 5.807754 11.481287 6.853223 10.163397 13.869034 11.296286 7.992604 11.802190 12.116025 12.849075 10.704421 4.189651 10.637495 12.123360 10.866931 10.956799 7.607983 13.545700 9.258111 2.786283 10.802859 10.7871747 12.0096958 2.1424134 9.0523102 11.5660582 10.1592254 14.8775222 9.9725360 10.6285130 9.1990547 9.6322600 9.7427946 15.6182375 7.3098356 5.8077542 11.3150008 10.4289748 6.3712365 10.1114437 13.3464150 NA 8.6211867 11.1510207 10.1346473 7.3022880 8.9114282 6.9497719 9.1089224 8.3579500 7.2351746 9.4586986 NA 4.1647863 8.9824081 -0.2726458 9.3992155 6.5812096 11.2752380 13.0885466 11.2784469 11.0975220 11.2967605 3.7571300 -1.8577826 0.9497964 11.9329692 11.3749879 3.6970065 10.8964694 11.8940657 7.2742738 7.5997976 10.3288408 13.0239612 10.5536632 9.7617199 0.1424788 7.0189334 9.7971918 10.4197045 6.7608024 10.3802246 TCGA-85-7710 59 0 NA 42 lung stage ia t1b n0 m0 female 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 45 1965 NA white not hispanic or latino NA NA 4 1 2 2 1 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.3320383 NA -1.5466668 7.6867449 NA NA 7.2413864 NA 10.2455089 1.7750505 -0.5468776 9.5438993 2.5405977 2.9125541 1.0380849 NA -0.5468776 -0.5468776 -0.5468776 7.2410279 11.7541927 7.4361185 3.5405853 8.9063958 2.7010611 12.5128922 NA -0.5468776 NA -1.5466668 6.5720666 NA 15.5316614 10.3860781 11.8566700 12.6753919 5.9688257 NA 11.5017825 2.1535784 8.9868250 4.4304057 -1.5466668 2.1535784 11.9046378 4.6649151 11.5205597 12.3721273 11.4638282 9.4604399 3.6625815 NA 10.1413756 -1.5466668 2.9125541 11.5621397 3.9766844 8.5498405 5.2213087 7.1945924 4.8625159 1.7750505 -1.5466668 NA 5.2213087 NA NA 9.8540047 4.8960684 NA 0.0381552 10.5551010 1.6278403 3.7750505 -0.5468776 0.4531224 NA NA 8.5002491 -0.5468776 7.8281644 3.6750029 1.1784000 0.0458490 0.0213230 0.6654900 0.0140510 1.2086000 1.2623000 -0.6936000 -0.6936000 0.0033299 0.0033299 -0.7017200 0.0062481 -0.6977600 0.0040243 0.0026357 0.0026357 -0.0157410 0.0030522 0.0030522 -0.0047079 -0.0157410 0.0000000 0.0000000 -0.0456350 -0.0313590 -0.0136770 -0.0136770 -0.0286280 -0.8814700 -0.0163950 -0.6893300 -0.7004600 -0.7689400 -0.7016700 -0.6947700 -0.7005900 -0.7005900 0.6417600 0.0140510 0.0140510 0.0140510 0.0140510 0.0207490 -0.6822300 -0.0036011 -0.6936000 0.0033299 -0.0088526 -0.7194200 -0.6977600 -0.6977600 -0.6977600 -0.0180780 0.0047190 0.0047190 0.0047190 0.0040243 -0.0025283 0.0137720 -0.7026200 -0.0177250 -0.0157410 0.0030522 -0.0275350 -0.0047079 -0.0342230 -0.0342230 -0.0157410 -0.0157410 -0.6999200 0.0000000 -0.7072900 -0.0313590 -0.0145030 -0.0145030 -0.0216470 0.2843800 0.2843800 0.2843800 0.2813700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.029 0.665 0.000 0.000 1.185 -0.682 0.000 -0.690 0.000 0.000 -0.702 0.000 -0.680 0.000 0.284 0.284 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.029 0.665 0.000 0.000 1.185 -0.682 0.000 -0.690 0.000 0.000 -0.702 0.000 -0.680 0.000 0.284 0.284 6.2669064 7.9549622 1.0380849 7.5798296 7.5720666 8.9278452 10.9827998 8.9021294 10.3693780 NA 7.3296421 NA -0.5468776 11.1485711 -1.5466668 12.0082380 6.2279124 8.8919170 11.0800549 14.3326846 2.1535784 11.2177896 10.9240383 -0.5468776 7.5511576 -0.5468776 0.4531224 8.8486596 9.1202101 NA -0.5468776 14.1124802 8.1413756 9.6380007 4.0678366 10.8370996 9.8145208 10.882794 12.195435 10.838718 NA 9.226265 8.645418 10.819448 10.413127 8.474105 10.111337 4.738530 12.626466 11.077007 10.363393 13.673995 12.776602 6.862516 10.893994 8.525928 14.078777 11.130404 6.172239 12.372127 11.114458 10.589476 10.198379 9.004834 12.976368 10.655861 -1.546667 10.145741 11.4654006 10.3072145 -0.5468776 8.7761800 12.3320383 10.1010333 13.5132715 8.6564731 9.3854433 8.8497300 10.9949358 9.1622090 15.2867072 10.2455089 4.7385301 11.5155088 7.8194472 3.9766844 7.8898367 15.5309111 NA 7.2279124 9.8778165 9.4761866 9.8877536 10.3860781 9.0996839 7.0493149 6.5029734 3.7750505 10.3562540 2.4531224 2.1535784 8.2540252 2.8454499 9.5694693 3.7750505 11.5205597 11.8490610 10.0187034 11.1073137 11.6000121 3.6625815 -1.5466668 NA 9.9429732 10.3607671 3.6625815 11.5621397 10.7169813 6.4073222 4.7750558 8.5498405 12.3548407 10.1742245 8.0806593 NA 7.9786458 9.5471238 9.4844820 7.1639314 10.8213589 TCGA-85-7843 50 0 NA 35 lung stage iia t2a n1 m0 male 2011 NA NA 80 lung squamous cell carcinoma- not otherwise specified (nos) 35 1980 r0 white not hispanic or latino NA NA 6 1 2 3 1 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6827463 NA -1.7938569 7.9558696 NA 1.5279211 4.2468945 NA 9.6510149 5.7373812 2.2934588 10.7085834 5.6322653 4.2283647 NA NA 0.2060180 -0.7941071 -0.2090612 8.7147854 11.5030597 9.0420506 1.9064289 8.9608876 4.7758565 11.1011967 -1.7938569 -1.7938569 2.5983176 NA 6.0388905 2.7909597 14.0628621 10.3970594 11.1486979 11.3436317 5.2612826 -0.2090612 11.7587893 1.3759013 8.8473383 3.6654269 NA NA 11.1584375 4.3636477 11.3487454 12.7820705 10.9799634 10.0179728 3.5983176 NA 10.2373567 NA 4.9202457 10.7023546 4.0886420 11.2934630 7.4348192 8.8307956 6.2666966 3.4914042 NA -0.2090612 7.0483506 NA NA 9.9712862 4.6322624 NA -0.7941071 10.3141978 1.5969351 2.2934588 NA 1.0133551 NA 1.5279211 9.4354198 -0.7941071 8.1746671 1.1933302 -0.171960 0.186310 -0.227480 1.964700 0.414290 1.439500 1.470900 0.406440 0.201980 -0.226250 0.589550 3.656900 0.521710 1.111900 3.656900 -0.010094 -0.010232 0.147130 1.366400 1.120500 -0.187220 0.173620 0.272060 0.268280 2.159800 1.844500 0.278680 0.275220 0.006109 0.065942 0.207170 -0.171960 0.172420 -0.752450 -0.235570 0.141760 -0.770990 -0.759430 0.181020 -0.283580 0.412620 -0.063166 -0.059000 -0.188610 -0.223550 -0.310850 0.458030 -0.309210 0.537660 -1.292900 -0.280490 -0.280490 -0.308620 -0.283230 -0.269970 0.254800 0.000000 -0.375500 0.654240 0.654240 0.420490 -0.262270 -0.262270 -0.718530 -0.183830 -0.183830 -0.236800 0.675300 -0.231900 0.664200 0.139540 -0.236430 -0.273080 -0.228220 -0.228220 -0.191370 -0.144120 0.119910 -0.677750 0.081322 0.065942 0.213 0.213 -0.343 0.311 0.000 0.000 0.193 -0.217 -0.184 0.659 0.659 0.008 0.225 0.268 0.037 0.129 -0.228 -0.173 -0.173 0.279 0.279 -0.191 0.000 0.170 0.170 0.000 0.404 -0.252 0.000 1.471 -0.244 0.360 0.360 0.385 0.600 -0.217 0.522 -0.280 -0.280 0.000 0.000 0.213 0.213 -0.343 0.311 0.000 0.000 0.193 -0.217 -0.184 0.659 0.659 0.008 0.225 0.268 0.037 0.129 -0.228 -0.173 -0.173 0.279 0.279 -0.191 0.000 0.170 0.170 0.000 0.404 -0.252 0.000 1.471 -0.244 0.360 0.360 0.385 0.600 -0.217 0.522 -0.280 -0.280 0.000 0.000 9.1514438 8.3262380 1.0133551 7.3933518 7.1746671 7.7470967 10.8163329 8.7837595 9.6406283 3.1601941 6.4539274 NA 1.2060180 12.5215743 0.5279711 10.7909626 7.5723220 9.3939706 10.8200381 14.7031191 4.8059115 10.4533343 11.0123483 -0.2090612 10.6460906 NA 12.3140344 9.7691963 10.5953572 1.0009374 1.3759013 15.9461498 7.9491514 9.2606044 6.1248637 11.2995827 8.6301663 10.707091 12.796704 9.833078 -1.793857 8.380926 9.357651 11.121133 8.213027 8.842625 10.539435 7.363347 10.886340 11.579681 12.649980 13.560663 10.598854 7.073279 10.307867 7.587543 12.475857 11.362083 4.766865 12.782070 11.500908 10.519167 10.642191 7.236668 13.826465 11.391185 4.136741 12.676723 11.1618316 11.3023858 0.5279711 9.6127366 11.6827463 10.4491741 14.6414422 9.7310315 9.5995889 9.4931353 9.9232481 8.2987573 14.2888560 9.6510149 7.3633472 11.1257946 8.1616499 7.0229836 9.0020397 12.6002618 -1.7938569 8.4068989 11.3704357 9.6291160 7.7236698 10.3970594 8.7701495 7.9202457 5.8713361 4.8784262 9.6416703 NA 2.5279211 8.4154536 -1.7938569 9.2947884 3.3352832 11.3487454 13.6009651 10.6728413 10.8962164 11.0723131 3.5983176 5.2283685 1.6654383 11.7498778 10.8317090 2.9608823 10.7023546 12.0816535 6.6613278 6.6238522 11.2934630 13.2117124 11.1605600 9.4414160 6.2394229 8.3391423 9.6614507 9.8453408 8.8253029 9.7261277 TCGA-85-7844 71 0 NA 911 lung stage ib t2a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 1970 r0 white not hispanic or latino NA NA 4 3 2 5 2 2 4 1 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.13692548 -1.66063454 0.33913738 7.82297865 2.42661364 2.66108829 8.04482959 NA 10.11765050 8.49398070 1.79858974 12.24530164 4.29335577 4.03960342 0.66111110 NA 3.03959465 1.90961952 -0.07582409 8.74643034 11.63922913 8.54983394 5.32784901 9.27432760 2.42661364 11.25541534 -1.66063454 7.33916233 -1.66063454 3.62456885 7.41864704 -0.66086262 13.54712258 10.09696928 12.41689631 11.37876715 7.63378356 0.33913738 11.54373375 -0.07582409 9.80491267 4.22180750 -0.07582409 -1.66063454 11.54695941 4.27179168 11.45323030 13.31323345 11.60726595 10.24518129 4.92412365 NA 10.26211858 0.66111110 4.89375050 10.02566310 4.17205541 9.26619974 1.50908773 9.55590854 9.72610284 6.38901090 -0.66086262 -0.66086262 7.10071384 -1.66063454 NA 9.96942969 5.75701524 NA -0.66086262 10.71908245 0.90719834 3.66108829 0.92409989 2.41470384 1.79858974 1.79858974 9.82448879 -1.66063454 7.47358887 1.75330501 0.5682800 0.1437000 0.1325800 1.4948000 -0.0691980 1.5124000 1.5140000 0.0148880 0.0148880 0.3934600 -0.0792100 -0.3619300 0.1459300 -0.3654400 -0.0746310 0.1215200 0.0734020 -0.3529300 -0.2883400 -0.2883400 0.4787300 0.1325800 0.1722600 0.1722600 0.0070753 0.0070753 0.0635090 0.1265300 0.0857890 0.0000000 0.1866200 0.1866200 0.1437000 0.1437000 0.1359800 -0.3812300 -0.3812300 -0.3812300 1.4740000 -0.0691980 -0.0691980 -0.0790660 -0.0730760 -0.3611300 -0.0842330 0.0148880 -0.0329960 -0.0792100 -0.0792100 -0.3619300 -0.3556700 -0.3556700 -0.3678600 0.1864600 -0.3707600 -0.3707600 -0.3541900 -0.0681270 -0.0746310 -0.0746310 0.0734020 -0.3485900 -0.3429700 -0.3221700 0.4787300 0.4787300 0.0310820 -0.1665000 -0.3670300 0.1325800 -0.4027400 -0.3606800 0.0070753 0.1099400 0.1216700 0.1216700 0.0927500 0.0440070 0.0440070 0.0000000 0.0000000 -0.357 -0.357 0.000 0.000 0.000 0.000 -0.343 -0.288 0.479 0.000 0.000 -0.234 0.133 0.172 -0.188 0.000 0.000 0.187 0.187 0.127 0.127 0.122 0.000 0.144 0.144 -0.285 1.478 0.000 0.000 1.512 0.000 0.000 0.000 0.369 0.000 -0.362 -0.362 -0.169 0.186 0.000 0.000 -0.357 -0.357 0.000 0.000 0.000 0.000 -0.343 -0.288 0.479 0.000 0.000 -0.234 0.133 0.172 -0.188 0.000 0.000 0.187 0.187 0.127 0.127 0.122 0.000 0.144 0.144 -0.285 1.478 0.000 0.000 1.512 0.000 0.000 0.000 0.369 0.000 -0.362 -0.362 -0.169 0.186 0.000 0.000 9.0053865 7.6199331 -0.6608626 4.4889070 6.3670687 11.0036099 10.3121424 9.0239639 9.8290106 1.5090877 7.8975835 -0.6608626 0.3391374 12.0890320 0.9240999 11.7333761 7.3971544 8.5835266 11.0677656 14.6617070 5.5486154 10.9040266 11.7983381 NA 5.6429441 -1.6606345 5.4266271 9.0730254 8.9955786 0.1950956 5.9830187 14.4713209 7.4371944 10.7204352 6.8783219 10.8580616 9.5559085 10.535765 12.039169 10.656858 NA 9.148127 8.740042 10.688720 9.487639 8.677899 9.138444 7.988419 12.011579 8.830013 11.991970 13.765919 13.139911 9.582932 10.954332 11.179154 13.078521 11.071754 5.524336 13.313233 11.933021 10.524967 11.246617 7.942789 12.691062 12.828321 1.509088 9.961672 11.74097544 10.85633985 1.79858974 10.10112937 12.13692548 10.53083879 14.59551803 9.56074972 10.38760520 9.07471869 10.18307978 8.67119924 14.37930249 10.11765050 7.98841884 11.71813477 7.35039028 7.38355656 9.55226678 13.78879493 NA 8.32784722 11.23246416 9.42197707 9.22409624 10.09696928 8.99737399 8.12216071 6.44768663 5.96851935 9.56858225 NA 8.36982982 9.55469571 -0.07582409 9.58946108 3.69671721 11.45323030 12.73335735 11.18934949 11.58322910 11.38099286 4.92412365 -0.66086262 NA 12.39139102 11.77339990 4.62456300 10.02566310 11.80332545 9.90521670 6.37808153 9.26619974 12.05448117 10.36153042 9.59005310 6.04652162 7.01864308 9.81111728 10.56918308 8.32215620 10.33669500 TCGA-85-7950 46 0 NA 576 lung stage ib t2a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 27 1984 rx white not hispanic or latino NA NA 4 1 3 1 3 3 4 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.23854058 NA 8.12642571 8.41039962 5.99397546 3.05907834 4.92160771 -1.02826333 11.02553355 11.38787742 5.16143223 11.54264919 9.71560050 8.23839423 1.55655204 3.55656430 3.14153089 3.99130869 NA 7.97723241 11.86415046 10.39472356 9.31922908 8.42281872 5.49517068 10.51367224 -0.02841046 0.97158954 3.21954028 2.14153089 8.35315080 3.29353234 15.10647333 9.22427306 12.03213474 12.19455345 5.76602263 1.97158954 11.57500220 5.65810863 8.72844742 5.38099951 -0.02841046 -1.02826333 11.76906452 5.40172602 10.48927709 11.95833854 12.02332640 9.31467115 7.03769739 NA 9.50882616 NA 2.87848994 9.95744961 6.14153293 10.81317200 6.01600149 8.01326684 5.71307440 3.72649339 0.55660108 2.67204057 7.91997464 0.55660108 5.96029160 9.08795152 6.21953447 5.97160793 2.87848994 12.83240368 0.98593754 5.91412198 8.86354329 1.29354706 4.72649339 1.55655204 9.47940237 0.97158954 6.81709750 4.33618340 0.0133530 0.0038854 -0.0162920 1.0548000 -0.0237030 0.3349600 0.3490700 -0.4165200 0.1450300 0.4086100 0.4166400 -0.4103600 0.3992900 -0.3951900 0.1128600 0.4096100 0.3789300 0.4393600 -0.4056200 -0.3901800 0.8198100 -0.3949700 -0.4004100 0.4069400 -0.4032900 -0.4032900 0.3537000 -0.3887300 0.0486880 -0.0045695 0.4388500 -0.4186000 0.8528400 0.0038854 -0.0100940 -0.4161900 -0.4221100 -0.4221100 1.0153000 -0.0146410 -0.0237030 -0.0289010 -0.0143660 0.4339500 -0.4278900 -0.4165200 0.1177000 0.4086100 0.4166400 -0.4251700 -0.3951900 -0.3951900 -0.3951900 0.0755450 -0.4131100 -0.4131100 -0.4119000 -0.3557800 0.1061400 0.1061400 0.4031100 -0.4258200 -0.4258200 -0.4056200 0.3772600 0.8110300 -0.3879500 -0.3778600 0.4510500 -0.3949700 -0.3949700 -0.4200300 0.7773300 -0.4032900 0.1969500 0.1969500 0.0486880 0.0447150 -0.0042814 -0.0042814 -0.0058140 -0.413 -0.413 -0.366 0.106 0.379 0.379 -0.426 -0.406 0.811 -0.378 -0.378 0.056 -0.395 -0.400 0.007 0.777 -0.359 0.000 0.000 -0.015 -0.369 0.197 0.000 0.000 0.000 -0.416 1.055 0.000 0.000 -0.093 -0.428 -0.289 0.128 0.417 0.417 -0.007 0.397 -0.395 0.000 0.000 0.000 -0.413 -0.413 -0.366 0.106 0.379 0.379 -0.426 -0.406 0.811 -0.378 -0.378 0.056 -0.395 -0.400 0.007 0.777 -0.359 0.000 0.000 -0.015 -0.369 0.197 0.000 0.000 0.000 -0.416 1.055 0.000 0.000 -0.093 -0.428 -0.289 0.128 0.417 0.417 -0.007 0.397 -0.395 0.000 0.000 0.000 10.9453050 9.0484234 7.9488876 10.7765453 9.5844761 10.6444750 10.0768614 9.1200714 9.7364792 2.7789655 6.5338499 NA 1.9715895 13.2571544 0.5566011 10.9159537 6.3291595 9.3831187 10.9266763 14.2694912 6.0801311 10.9581608 11.4044105 0.6269530 3.2195403 6.0484237 5.1415309 8.3999679 9.7925684 NA NA 15.2617165 7.3114577 9.0801321 6.4473412 10.7941785 8.9141223 10.7256601 11.1743437 9.5556306 0.5566011 10.6594208 8.2867573 10.5419378 9.3125703 6.4873079 10.1327395 8.2477320 12.5380994 9.8326946 10.9556700 12.8431279 12.5983434 9.0268902 11.1910787 10.3086720 12.4925946 11.7719009 5.1302678 11.9583385 11.4644623 11.4279621 11.0577439 8.6262438 13.0147443 11.6781037 3.2195403 10.3820590 10.59045194 12.86063623 0.55660108 9.06304313 12.23854058 11.11243742 14.04537142 10.21953520 10.60513881 9.58263240 10.70969566 8.29803736 15.86818841 11.02553355 8.24773198 11.05375670 12.31409906 6.72649475 9.33355142 12.21329296 NA 9.23370259 10.44936596 9.68069145 13.05989902 9.22427306 6.90824609 9.61816633 8.09314128 8.30028254 9.59914146 -0.02841046 7.50298929 9.85425067 NA 9.38523559 9.06039601 10.48927709 13.10426803 10.80370654 10.91631974 11.14403515 7.03769739 2.77896548 -0.02841046 12.48348383 11.46321026 4.87849975 9.95744961 11.83443870 6.94888814 6.90234496 10.81317200 12.08989990 10.50250167 10.97019809 1.97158954 12.13037512 10.90101032 9.61004354 9.56125873 9.97723226 TCGA-85-8048 62 0 NA 765 lung stage ia t1 n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 50 1960 r0 white not hispanic or latino NA NA 2 4 1 1 3 3 3 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.8147677 11.5043521 NA 5.6115088 6.9796607 3.4331731 3.4331731 5.7078643 0.7701948 8.8146011 6.1394408 1.9925872 9.7823660 9.8371932 8.6791000 1.7701948 0.7701948 -0.8147677 0.7701948 0.7701948 9.0006279 11.2697208 9.1936732 5.3551678 8.7925749 4.0432220 10.6538686 -0.8147677 2.8856915 2.9926053 2.5071603 7.2296389 1.7701948 15.8017573 9.3235162 11.0717032 11.7680921 6.0921355 NA 11.2006596 5.7551012 9.9327327 3.9925962 NA 0.1852323 11.6933587 6.0316135 10.3457463 12.2587167 11.2333908 10.4749522 5.1625243 NA 10.0086118 NA 6.8647247 10.5791712 7.0800628 9.8300021 -0.8147677 9.0401130 7.0054236 7.1277591 1.9925872 2.1852323 8.0678877 1.5071603 -0.8147677 8.7282763 6.8362966 3.9401292 0.1852323 9.6229966 3.8655724 6.2937696 2.0786098 3.7088052 6.1277591 3.2727100 10.1328814 6.9334369 7.9131647 3.1816274 0.1498000 0.0108420 0.0108420 0.8139600 -0.1278400 0.5074100 0.4558100 0.0269350 0.0269350 0.0973970 -0.1615400 0.8415900 0.0000000 -0.1572000 0.8687100 0.1448800 0.1448800 -0.0742770 -0.1510600 -0.1652700 0.0372170 -0.0510460 0.0210430 -0.1520800 0.4424000 0.4424000 -0.0260300 -0.0260300 -0.0772120 -0.0031859 0.0237060 0.1498000 0.0108420 0.0108420 0.0108420 -0.1528500 -0.0231550 -0.0231550 -0.0231550 -0.1278400 -0.1578400 -0.1547700 -0.1638300 -0.0679930 -0.0679930 0.0269350 0.0263980 -0.1615400 -0.1780000 -0.1347100 -0.1572000 -0.1572000 -0.1572000 -0.1572000 0.0220240 0.0220240 0.0298880 -0.1559200 -0.1541300 -0.1541300 0.0282000 -0.0742770 -0.0742770 -0.1510600 0.0372170 0.0372170 0.0108420 0.0108420 -0.0510460 -0.0510460 -0.0510460 -0.0590000 -0.0505060 -0.1043400 -0.1534900 -0.1534900 -0.1481100 0.0023581 0.0023581 -0.0047176 -0.0031859 0.000 0.000 -0.154 -0.154 0.117 0.000 0.000 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.126 0.000 0.000 -0.153 -0.130 0.000 0.000 0.000 0.000 -0.128 -0.128 0.456 0.456 0.000 0.000 0.000 -0.162 -0.135 0.000 -0.157 -0.157 0.000 0.000 0.000 0.000 -0.154 -0.154 0.117 0.000 0.000 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.126 0.000 0.000 -0.153 -0.130 0.000 0.000 0.000 0.000 -0.128 -0.128 0.456 0.456 0.000 0.000 0.000 -0.162 -0.135 0.000 -0.157 -0.157 0.000 0.000 8.0951375 7.7702073 2.3551573 7.2620601 7.3800012 9.5754135 10.5273191 8.5581096 10.4665950 1.7701948 7.1682379 1.1852323 0.7701948 11.9895773 -0.8147677 10.9921968 5.3551678 8.8523560 10.8850816 14.7465623 6.8362966 11.3763037 11.7925748 4.4105989 8.7999544 0.7701948 6.0307355 9.0571497 9.6229862 -0.7171451 4.1394368 13.8785137 7.5903857 10.0671232 6.3349919 10.9080520 9.9359515 9.968243 11.784925 10.427228 1.770195 8.984526 8.196472 11.152110 10.356421 9.254023 8.628188 5.992599 10.926707 9.120409 10.615174 13.672896 12.294422 9.284592 11.306454 10.585057 13.823228 11.011396 4.936388 12.258717 12.633748 12.366086 10.825941 7.049430 13.211700 11.027595 2.644687 11.947211 10.7692674 12.3629755 1.5071603 9.0800623 11.5043521 10.5972851 14.4640558 9.1481405 9.6878774 8.7455772 9.7888708 8.8236806 16.7397734 8.8146011 5.9925985 11.5071726 8.1908691 7.1041081 10.4355430 11.4496871 NA 9.5239810 11.2418822 10.0556092 9.4485136 9.3235162 8.4683328 8.6750926 8.7532007 7.1682379 9.1292245 0.7701948 NA 8.4140632 0.1852323 9.4878834 10.1838350 10.3457463 12.9098649 10.6151742 11.3132388 11.0248420 5.1625243 1.5071603 -0.8147677 12.1143180 9.8164216 6.7999538 10.5791712 11.3843033 7.3349919 7.2076128 9.8300021 12.1675251 10.3793857 10.5477363 -0.8147677 9.7234335 10.7211079 9.5284303 8.3145275 10.3898157 TCGA-85-8049 57 0 NA 579 lung stage ib t2a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 2 4 1 1 4 2 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.69258604 0.64163851 0.64163851 7.88953134 0.05658353 0.64163851 4.61123141 -0.94341647 8.68052269 7.47449364 2.05665289 11.80692950 9.58899715 5.01083801 1.37856711 NA 1.05665289 -0.94341647 0.64163851 8.80315566 11.52297265 9.32693659 5.75708193 8.72375274 3.44895380 11.16483894 1.37856711 2.37856711 7.10103545 5.86399542 7.28064273 4.54849211 14.46838358 9.70139883 11.65678647 11.77752673 5.75708193 0.05658353 11.55847840 2.64159227 9.66200036 4.61123141 NA -0.94341647 11.53754753 5.68599900 11.14476695 12.19914084 12.02692690 10.63807719 4.70049521 NA 10.08523808 NA 4.54849211 10.36725398 6.33276521 10.02458799 NA 9.81152867 8.19106761 6.02242552 NA 0.05658353 8.45324594 1.64159227 0.05658353 9.22906874 5.20638926 0.05658353 NA 10.50733699 1.06025495 5.95145958 1.05665289 3.86399790 2.86399790 6.57234098 10.38250882 -0.94341647 6.05664205 4.38683853 0.38386000 0.04174100 0.03340800 0.45258000 -0.17398000 0.04216600 0.04216600 0.06107900 0.06107900 0.21899000 0.21899000 0.00083195 0.00083195 -0.07894300 -0.09894500 0.51674000 0.01516800 -0.15528000 -0.11495000 -0.11495000 0.19086000 0.03947800 1.90440000 -0.18672000 0.00000000 0.00000000 0.39297000 0.16685000 -0.14464000 0.00763920 -0.16459000 -0.16459000 0.04174100 0.04174100 0.03340800 -0.17689000 -0.17689000 -0.17689000 -0.19373000 -0.17398000 -0.17398000 -0.17398000 -0.17398000 -0.08247400 -0.08247400 -0.14721000 0.03475700 0.21899000 0.21899000 -0.02274400 -0.07894300 -0.07894300 -0.07894300 -0.07894300 -0.03585700 -0.08969900 -0.10972000 -0.09894500 -0.09894500 -0.09894500 0.01516800 -0.15528000 -0.15528000 -0.11495000 0.19086000 0.19086000 0.04414800 -0.07929100 0.03947800 0.03947800 0.03947800 -0.18672000 0.00000000 0.00000000 0.00221930 -0.11665000 -0.14464000 0.00763920 0.00763920 0.00763920 0.00763920 0.000 0.000 0.000 0.000 0.502 0.000 -0.155 -0.115 0.191 0.000 0.000 0.000 0.000 0.791 -0.187 0.000 0.000 -0.165 0.390 0.167 0.167 -0.117 -0.145 0.000 0.000 0.010 0.187 -0.174 -0.174 0.000 0.000 -0.147 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.502 0.000 -0.155 -0.115 0.191 0.000 0.000 0.000 0.000 0.791 -0.187 0.000 0.000 -0.165 0.390 0.167 0.167 -0.117 -0.145 0.000 0.000 0.010 0.187 -0.174 -0.174 0.000 0.000 -0.147 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 9.07762114 7.57234098 1.64159227 6.89584547 8.14675347 10.08937580 10.58216203 8.04949464 10.32927107 0.05658353 6.34204266 NA 2.05665289 11.90428587 0.64163851 11.20098085 6.50785171 9.42514770 10.85989650 13.89436771 6.75708060 10.59967309 10.94576490 -0.94341647 11.25692685 NA 9.02962101 8.48500128 9.13744537 5.64295567 0.64163851 14.32221966 7.43601938 10.20702323 7.00500804 10.62221933 9.83882038 10.33276566 11.88834432 10.50578992 0.05658353 8.42296333 8.93008532 11.03963481 10.00208505 8.16777689 10.40149192 6.43168146 11.21491957 8.69326601 13.23304816 13.48663634 12.58448474 9.77774041 11.03713790 9.01519396 13.60051889 10.68918208 4.75458290 12.19914084 12.14261156 10.71930958 10.65283099 7.48290635 13.57319200 11.63265311 1.64159227 10.32401320 10.8161133 11.8414805 3.1441116 9.5006208 11.6925860 10.6556242 14.2660181 9.6141049 9.3013261 8.1703833 10.0324892 8.4766012 16.0748305 8.6805227 6.4316815 12.0739717 8.1729850 7.8181923 11.5060478 12.1931518 -0.9434165 9.4489588 11.0762320 9.9192785 9.7281823 9.7013988 8.0195374 9.1454296 8.5899709 5.8639954 9.1146330 1.3785671 4.4829064 8.6131474 0.6416385 9.6685883 5.1010365 11.1447670 12.6762881 10.4886611 11.2587651 11.2412067 4.7004952 NA NA 12.3658333 10.5057899 7.4185846 10.3672540 11.4492270 10.0064679 5.9873777 10.0245880 11.6980157 10.0502873 10.2818487 2.0566529 8.5262829 10.2864275 9.7201993 7.3512617 10.6226953 TCGA-85-8052 53 0 NA 734 lung stage iib t3 n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 1970 r0 white not hispanic or latino NA NA 5 3 NA NA 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2173023 NA NA 7.9343974 1.1057451 1.1057451 5.0839282 -0.4791503 12.1809882 8.7567835 NA 8.4125533 5.7105943 3.8426973 0.5207491 3.3281184 -0.4791503 1.1057451 NA 7.3021289 11.6708340 10.3013092 3.8426973 7.7734346 2.6906853 9.1896543 3.5207742 3.8426973 NA 1.8426973 5.2212082 -0.4791503 14.3719329 10.3826318 11.0853953 11.4452108 5.0753572 NA 12.2294223 0.5207491 8.0707081 2.9802081 NA 4.2212120 11.3250336 3.6082297 10.8477606 12.9209444 11.3548454 9.2028511 4.9801990 -0.4791503 9.7241175 NA 5.7302215 10.0106173 2.3281184 8.2789925 -0.4791503 9.4966173 5.7105943 4.7302215 NA NA 6.2072701 NA NA 9.1825476 5.6705175 NA NA 10.8234083 NA 2.5207742 -0.4791503 8.7565443 0.5207491 NA 8.6705164 4.5207680 6.8958091 -0.4791503 0.9839000 0.4978700 -0.0221420 1.0084000 -0.3119000 0.0000000 0.0000000 0.1723700 0.2907200 0.2420200 0.2420200 0.2369000 0.2369000 -0.0047079 0.0030522 0.1772400 0.1772400 -0.0234290 -0.2939000 -0.3307500 0.1758800 -0.0037395 -0.0190400 -0.0190400 -0.0614200 -0.0614200 0.1105200 0.1105200 0.4047700 -0.0294620 -0.3215800 -0.3062700 0.4748900 -0.0221420 -0.0221420 -0.3208900 -0.3208900 -0.3208900 1.0084000 -0.3119000 -0.3119000 -0.3119000 -0.3119000 -0.3088600 -0.3163100 0.1484600 -0.3054500 0.2420200 0.2420200 -0.2054800 -0.0047079 -0.0047079 -0.0047079 -0.0047079 -0.3399000 -0.3399000 -0.3133000 0.0030522 0.0030522 -0.0378010 0.1772400 -0.0234290 -0.0234290 -0.2939000 0.1905600 0.1905600 -0.3148200 -0.0117490 -0.0037395 -0.0037395 -0.0037395 -0.0190400 -0.0614200 -0.0614200 0.0348180 0.0348180 0.4047700 0.0141900 0.0141900 0.0141900 0.0141900 -0.313 -0.313 0.000 0.000 0.177 0.177 0.000 -0.294 0.170 -0.303 0.000 -0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.354 0.111 0.111 0.000 0.405 0.475 0.000 -0.321 1.008 -0.312 -0.312 0.000 -0.309 0.172 -0.133 0.242 0.242 0.031 0.237 0.000 0.000 0.000 0.000 -0.313 -0.313 0.000 0.000 0.177 0.177 0.000 -0.294 0.170 -0.303 0.000 -0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.354 0.111 0.111 0.000 0.405 0.475 0.000 -0.321 1.008 -0.312 -0.312 0.000 -0.309 0.172 -0.133 0.242 0.242 0.031 0.237 0.000 0.000 0.000 0.000 10.1317942 8.8153903 NA 6.0906248 7.1861053 9.6654276 9.9055532 8.6108820 9.8142410 3.8426973 5.8426973 -0.4791503 0.5207491 11.8096355 -0.4791503 11.1234683 6.7591745 10.0570167 11.1633402 14.4945565 7.4691363 11.1834378 10.8925461 -0.4791503 7.9678528 NA 8.1573939 9.5895478 10.8222600 NA 3.7686925 14.5390566 8.0364693 9.6793791 4.0443329 10.8958089 9.4276600 10.3353519 11.5675524 10.7435644 1.8426973 10.5780843 8.6906943 11.0236013 9.3409483 8.3441365 10.6800101 7.3021289 10.5821339 8.6002541 12.8759829 13.0493456 11.9269744 5.7875552 10.5179489 7.3345504 12.7045599 11.0986703 5.2945031 12.9209444 11.0206153 10.5814654 10.8870917 7.3151849 13.2725342 13.5354002 0.5207491 10.9237815 11.0116203 10.8550427 5.0753572 8.8449499 11.2173023 10.8750188 14.3966143 9.7006785 9.8317002 8.6679744 10.1691270 9.1373183 14.4584191 12.1809882 7.3021289 11.1519465 5.3021289 5.2212082 8.4544601 11.7933992 -0.4791503 7.6448910 11.2963797 8.5179488 9.3265133 10.3826318 7.4749657 7.4455819 5.0443329 5.3281256 9.3135597 3.9801990 6.7399385 7.6240570 NA 9.1280998 3.3281184 10.8477606 12.9118787 10.2789926 10.7887265 11.6118742 4.9801990 0.5207491 -0.4791503 10.9853152 8.4778716 7.4216365 10.0106173 11.5479843 11.6168257 4.6500522 8.2789925 12.0058440 9.7519907 9.0305444 5.4276598 7.7056448 9.0955521 9.9343974 7.1280995 9.8438242 TCGA-85-8070 71 0 NA 960 lung stage ib t2 n0 m0 male 2011 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 50 1960 r0 white not hispanic or latino NA NA 5 2 NA NA 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6780719 10.3311448 NA NA 8.5911427 7.5934793 8.9622610 2.1293819 NA 10.6223686 3.0224566 NA 6.6074176 -0.6780719 2.3220147 0.9069675 NA 0.9069675 NA NA 4.6795702 11.3356876 4.3664131 4.4512968 8.1229160 1.6439485 8.1923806 NA 0.9069675 NA NA 7.2820181 5.1799966 13.8934126 11.0752328 10.8053279 11.3454239 3.2289110 -0.6780719 11.0980377 NA 8.1970589 0.3220435 NA 6.5216884 11.1527926 2.6439485 11.6123229 13.3631421 11.5484282 11.7409649 5.6618664 NA 9.7936913 NA -0.6780719 9.8198679 2.6439485 9.3595629 NA 8.5651901 2.3220147 2.4919300 0.3220435 0.9069675 4.7814489 -0.6780719 NA 9.0362615 6.0362615 NA -0.6780719 8.1389997 NA 1.3220435 NA -0.6780719 0.3220435 2.3220147 7.5411849 NA 7.6212240 1.6439485 0.110380 3.656900 0.186770 1.792600 0.030029 1.133300 0.045991 0.318190 -0.264080 -0.778970 1.220800 3.656900 -0.233530 0.000000 -0.026714 0.221450 0.126230 -0.746290 -0.756070 -0.762950 0.458030 1.190300 0.711140 0.230400 0.133910 0.133910 0.534320 0.509830 0.322050 0.352830 -0.885500 0.110380 0.177540 0.186770 0.186770 -0.756250 -0.770030 -0.770030 0.139390 0.030029 0.848500 -0.827490 -0.827490 -0.761320 -0.763980 -0.746990 -0.253580 0.231010 -0.793610 -0.783540 0.164920 0.173020 0.000000 0.000000 -0.783110 -0.796600 -0.282150 0.042732 -0.026714 -0.026714 0.126230 -0.759130 -0.759130 -0.764840 0.371840 0.458030 -0.397300 0.031577 -0.246790 0.175280 -0.710600 0.125500 -0.721280 -0.744380 -0.501500 -0.474900 0.322050 -0.304040 -0.321120 0.757570 -0.294260 -0.797 -0.797 0.000 0.000 0.126 0.126 -0.753 -0.763 0.458 -0.397 0.000 -0.610 0.175 0.230 0.230 -0.726 -0.726 0.000 0.110 0.510 0.510 -0.475 0.322 0.187 0.187 -0.761 -0.622 -0.756 -0.756 0.000 -0.759 -0.747 -0.252 -0.315 0.906 -0.764 -0.234 0.165 0.165 0.221 0.221 -0.797 -0.797 0.000 0.000 0.126 0.126 -0.753 -0.763 0.458 -0.397 0.000 -0.610 0.175 0.230 0.230 -0.726 -0.726 0.000 0.110 0.510 0.510 -0.475 0.322 0.187 0.187 -0.761 -0.622 -0.756 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5.8766053 2.6439485 2.4919300 9.7046400 2.4919300 2.1293819 7.6212240 3.0224566 8.5118404 1.3220435 11.6123229 12.4424159 10.6523727 10.4429018 11.2156967 5.6618664 2.3220147 NA 8.4793628 8.2408791 3.1293655 9.8198679 11.5146171 3.7814436 NA 9.3595629 12.0100477 9.5969765 8.1421949 NA 7.5556360 7.5108520 10.5969765 7.5216884 9.6685298 TCGA-85-8071 52 0 NA 815 lung stage iia t1a n1 m0 male 2011 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 30 1981 r0 white not hispanic or latino NA NA 5 1 NA NA 1 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.234254 NA 2.108826 7.945942 NA NA 6.364970 NA 9.745465 4.278765 NA 9.300311 1.108826 9.575087 NA NA NA NA NA 5.898917 11.880330 12.088265 2.845811 8.883627 0.523863 13.207969 NA 5.015729 -0.476137 NA 3.523876 -0.476137 14.553984 10.689413 11.282517 11.872606 3.771801 NA 11.780971 0.523863 9.099076 NA NA NA 11.751554 2.983313 11.410336 14.213493 11.757198 9.590397 8.011718 NA 9.103194 0.523863 0.523863 10.688785 4.653163 10.501873 5.983308 9.470784 2.108826 1.523863 NA NA 4.167735 0.523863 NA 9.243266 6.827658 NA -0.476137 10.714320 NA 2.331247 NA 1.845791 NA NA 7.512562 NA 6.752696 1.523863 -0.0464480 0.0174040 -0.0143660 1.1687000 0.0195030 0.7501300 0.7275400 0.0020805 0.0020805 0.0080241 0.0305910 -0.0316320 0.0540910 -0.0037395 0.6331700 0.0525250 0.0064713 -0.7901500 0.0182430 3.6569000 -0.0928270 0.0300290 0.7761800 1.7644000 -0.7815300 -0.7689400 0.0613650 0.9061300 0.0329860 -0.1017100 -0.7905900 -0.7661200 0.0174040 -0.9289700 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0.000 -0.326 -0.212 8.9459424 8.8901998 NA 7.3880638 6.6837484 8.7062719 12.8925204 8.9133798 8.9955529 -0.4761370 7.1749297 NA 6.0474402 10.9970759 NA 11.6931763 5.7526951 9.5476320 11.2335387 13.5988552 4.5238756 11.8190725 11.7484823 0.5238630 7.1820894 2.9833129 10.6278210 9.5351048 10.1927625 -0.2745642 NA 15.3817614 7.9459424 8.9417302 4.2787654 10.8104353 9.0097069 10.401162 14.191599 10.321539 -0.476137 9.914046 10.643467 11.554200 9.677430 6.632402 10.073662 8.581869 11.513971 10.450174 12.741835 13.925824 11.164123 3.916200 10.860942 9.584574 12.574747 10.891838 5.182946 14.213493 12.422857 10.001636 11.120067 8.039578 13.409836 12.292062 3.430767 10.525989 10.359139 11.267029 NA 9.353600 11.234254 10.522468 14.436763 10.125648 9.691584 7.708753 9.724776 10.237264 12.554889 9.745465 8.581869 12.045233 5.501159 5.589967 7.063037 12.748934 -0.476137 6.589967 11.248818 8.512562 6.790664 10.689413 10.000624 5.632402 5.589967 1.108826 9.593999 -0.476137 6.854795 7.658304 NA 8.901088 1.523863 11.410336 12.231237 10.394242 10.333646 11.536851 8.011718 5.693802 0.523863 10.132132 10.506158 2.108826 10.688785 11.657020 7.196303 6.466392 10.501873 11.475527 9.303597 8.285429 1.845791 7.224317 8.915400 9.482430 5.827659 10.098471 TCGA-85-8072 60 0 NA 932 lung stage ia t1a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 15 1991 r0 white not hispanic or latino NA NA 5 2 1 6 4 2 4 1 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.1790651 11.3954614 NA NA 6.8635606 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6.2045966 7.3773311 9.4578432 10.2733281 8.4682640 10.4874009 NA 7.1530666 NA 0.3717261 11.0842340 NA 11.2800996 7.1398910 9.4776154 11.0230906 14.1366822 4.0155600 10.1349194 11.4290218 NA 8.1596095 NA 12.6443368 8.9547898 8.8913235 NA -0.6283854 14.0742585 7.7467467 10.5009900 3.1790651 10.5466327 9.9946739 9.8923256 12.0441323 10.7624134 -0.6283854 8.7979718 6.7380287 10.9594845 9.6868566 8.3968466 9.0191654 7.0227584 9.9108658 9.0738797 13.7234054 13.7660357 11.8585420 6.0155622 9.9753334 9.6384935 12.6786231 10.7209882 5.6703645 13.6936407 11.2030142 9.8585420 10.8635601 8.2543503 13.1604100 12.5051703 1.3717261 10.7358417 10.1547052 11.9806548 NA 8.2109109 11.3954614 9.7137817 13.8237513 9.6559528 8.9950214 8.1398915 10.3702833 8.6663277 15.2335451 10.5633832 7.0227584 11.6329204 6.4161017 4.5416325 9.3273568 11.4945350 NA 7.6290950 11.2957772 8.4269893 9.3954613 10.7137816 8.0047019 8.3996129 5.8635594 6.8393121 9.5491266 -0.6283854 -0.6283854 7.9415624 NA 9.2466884 2.1790651 10.7863922 12.1104326 10.5902702 10.6095144 11.3596815 3.7640276 NA NA 9.7874488 8.7314565 9.4945350 9.7347467 11.2830990 11.2420717 4.4161033 9.9224537 11.9403757 10.1190608 8.8146504 NA 8.9882558 10.2713282 9.8524972 7.2725738 10.4269894 TCGA-85-8276 62 0 NA 1050 lung stage iia t1b n1 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 20 1971 r0 white not hispanic or latino NA NA 5 2 3 2 2 1 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6393236 NA 5.6336986 8.4499872 0.1100959 2.5695640 4.1545346 0.6951030 7.4093451 9.7422235 NA 12.4127760 6.0874162 4.5024515 NA 2.1101293 4.1545346 1.6951030 1.1101628 7.5195278 11.7524145 9.0064694 3.2800655 8.9789598 3.2800655 11.7190849 NA NA NA 0.6951030 6.0759219 NA 14.8066429 10.5984794 11.1227617 11.4560967 6.5279899 1.1101628 10.8499177 1.6951030 8.8048780 3.1975981 2.2800655 0.1100959 11.7138075 4.8105768 10.6738101 12.5233684 10.6507495 9.8009295 5.4139190 NA 9.3073538 NA 2.8105871 10.3926464 5.7394944 10.1143575 4.1101377 8.8633537 7.7321891 6.6258374 NA 0.6951030 6.2496880 NA NA 9.0034386 4.9681184 NA NA 10.3880057 1.2832699 5.6179332 NA 1.9175081 1.4320508 NA 10.0460388 NA 4.9681184 2.2800655 0.000000 0.165500 0.351040 0.688500 -0.200370 0.154870 0.154870 0.239540 0.239540 0.265770 0.238870 3.656900 0.688680 1.348500 1.203600 -0.040752 0.470150 -0.045770 0.147710 -0.134320 0.237200 0.098270 0.173020 0.126680 -0.119520 0.138650 0.115210 0.427720 0.347130 0.059080 -0.054960 -0.315520 0.170310 -0.644240 -0.107620 -0.504630 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8.6837842 10.4577585 8.1599858 9.4399335 -0.8897704 6.2598845 0.1100959 1.1101628 12.0177789 1.1101628 11.0211545 7.3816001 9.4499872 11.1286190 14.1528652 5.0170266 10.5494485 11.3067392 NA 8.4298093 NA 0.1100959 8.6856763 9.7016594 NA 2.1101293 14.6492353 7.9207089 9.7044617 5.3580657 10.8036241 9.7063270 10.733104 11.922114 9.950915 NA 9.763878 10.143560 11.425287 9.185616 7.170833 8.393225 8.748573 11.184586 7.750382 10.200250 13.910329 12.665086 7.413918 10.256706 8.234258 12.504734 11.173532 3.999612 12.523368 11.310423 10.123460 10.851604 6.413917 13.261698 13.061057 4.601988 14.629958 10.7687949 10.4748190 1.1101628 8.8278136 11.6393236 10.5873895 13.3716444 9.8524465 10.0466426 8.3862617 9.6473555 9.7119078 15.7053363 7.4093451 8.7485729 11.6849672 7.1044908 6.6723801 10.9996411 10.7772487 NA 8.5530805 11.2130970 9.5939530 9.7294401 10.5984794 5.9303163 9.1476840 7.5024547 5.9681184 8.8766661 0.1100959 4.3580657 9.3317242 0.6951030 9.5582535 5.9174914 10.6738101 13.2334502 10.2528824 10.8230940 11.0845517 5.4139190 NA NA 12.2662202 10.2781824 4.8380593 10.3926464 12.0750194 6.5447651 6.0408749 10.1143575 12.3923568 10.5205884 9.2962514 4.9430258 6.7467615 10.0354987 9.3698804 8.4024587 10.6454125 TCGA-85-8277 70 1 307 NA lung stage iiia t3 n1 m0 male 2011 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 3 NA NA 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.7254794 11.1617651 NA NA 7.1805229 -1.1814766 -1.1814766 4.5464994 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8.9465736 10.0718360 8.1584294 10.0395622 2.4035404 6.5259389 NA -1.1814766 11.1068687 -0.1814766 10.7991831 6.1936180 9.6339626 11.0399731 15.3094929 4.5999366 10.3367407 11.0830220 0.4035950 8.1472543 -1.1814766 5.5190197 8.0853657 9.8967235 -1.0972704 -1.1814766 13.5827253 8.6194794 10.0877060 3.2780145 10.0741981 8.6015777 10.241695 11.959888 10.020091 NA 7.924488 8.359676 10.739676 8.993505 9.543946 9.701222 5.261523 10.184333 8.122360 13.868470 13.641648 11.683733 6.094705 10.789404 8.899397 12.701604 10.246416 5.125461 13.251537 15.006125 10.695096 10.383205 6.302396 13.833468 12.120647 1.625925 9.872505 10.854066 12.145571 NA 8.563413 11.161765 10.935898 13.661911 9.349961 10.233867 8.536256 10.653840 10.085366 14.185858 10.143885 5.261523 10.858184 4.676561 4.840947 8.864339 12.029707 -1.181477 7.342141 11.750425 7.916612 7.852003 10.455657 7.075967 6.927104 6.103982 4.244841 9.408231 NA 7.857498 7.566773 -1.181477 9.391280 1.140517 11.237486 13.131462 9.561731 10.757424 11.498719 2.906044 1.403540 1.403540 9.646716 10.034719 5.784363 9.965784 11.763657 11.832949 6.440632 9.805843 12.311559 10.788685 9.053397 1.625925 6.483916 9.588260 8.955571 6.657783 9.862290 TCGA-85-8287 72 1 23 NA lung stage ia t1b n0 m0 male 2011 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 50 1965 r0 white not hispanic or latino NA NA 6 4 1 1 3 3 2 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.01976862 12.15541465 NA 3.21241370 7.85626740 3.43480167 3.29040966 5.16640213 -0.95763582 8.29278497 7.81727341 2.62744342 12.69969329 10.72942472 4.77040622 2.84983917 4.04248675 2.36440434 2.58349501 NA 8.70959806 11.92742017 8.92970728 6.42619094 9.26165492 4.04248675 12.02441052 NA 0.04250426 0.04250426 0.04250426 8.09505464 7.48956943 15.03003744 9.78395358 11.92837351 11.83669930 7.73945390 1.62746676 10.44869151 6.09776879 9.36171836 4.29041703 -0.95763582 NA 11.89786504 5.30927443 11.12263784 11.73115863 11.67252607 10.46312053 5.36441485 NA 9.11930222 6.18203873 5.96135013 10.91169480 6.77719613 10.22239560 0.04250426 9.47293915 6.67911129 6.57386831 0.04250426 0.04250426 6.97322438 0.04250426 0.62742007 9.72284612 5.12995062 NA 1.84983917 11.20990469 -0.50328201 6.37340287 6.00202511 7.06279954 5.55028197 NA 10.33997601 4.50191678 7.20739313 5.55897472 0.07527100 1.02740000 0.24389000 0.25918000 3.10210000 1.00610000 0.42805000 0.30138000 0.30138000 0.85324000 1.33650000 0.02370600 0.55638000 -0.25031000 3.65690000 0.33577000 0.00638710 -0.26101000 -0.24143000 -0.21713000 0.05679800 0.03425400 -0.24606000 -0.24606000 -0.21330000 -0.21330000 0.33480000 0.33480000 0.04939800 -0.00968060 -0.18370000 -0.21701000 0.00000000 0.24389000 0.24389000 0.01586600 -0.27105000 -0.27105000 0.25918000 -0.01711600 -0.13225000 -0.13225000 -0.13225000 -0.27488000 -0.27140000 0.30138000 0.12476000 0.85324000 -0.26901000 0.02370600 -0.25031000 -0.25031000 -0.25031000 -0.25031000 -0.17843000 -0.17843000 -0.09049300 0.01056400 0.01084200 -0.54472000 0.00638710 -0.25878000 -0.26101000 -0.24143000 -0.53774000 -0.20858000 0.13465000 0.19847000 -0.22527000 -0.22527000 -0.49402000 -0.24606000 -0.21330000 -0.21330000 -0.24606000 -0.24606000 -0.04590600 -0.00013862 -0.00013862 -0.00013862 -0.01271300 0.000 0.000 0.000 0.000 0.329 0.000 -0.261 -0.241 0.000 0.198 0.198 -0.225 0.000 -0.246 -0.246 -0.213 -0.213 -0.196 -0.196 0.335 0.335 -0.246 0.000 0.000 0.147 0.000 0.243 -0.132 -0.132 0.377 -0.271 0.301 0.125 0.000 0.000 0.518 0.518 -0.250 -0.250 0.000 0.000 0.000 0.000 0.000 0.000 0.329 0.000 -0.261 -0.241 0.000 0.198 0.198 -0.225 0.000 -0.246 -0.246 -0.213 -0.213 -0.196 -0.196 0.335 0.335 -0.246 0.000 0.000 0.147 0.000 0.243 -0.132 -0.132 0.377 -0.271 0.301 0.125 0.000 0.000 0.518 0.518 -0.250 -0.250 0.000 0.000 8.77888829 8.17947771 2.50192315 5.68634364 7.65719624 9.07590962 10.24644621 8.37095936 9.51720639 0.04250426 7.41317432 NA 1.04250426 12.86674920 0.04250426 10.91702225 6.70069772 8.88483691 11.33306990 13.53596674 5.30927443 10.94900134 11.45690751 NA 7.47293936 2.36440434 2.04246924 8.43909117 9.10856235 NA 4.25193870 14.34819204 7.41317432 9.57094064 7.30458131 9.83608982 9.75673210 12.2548309 11.7353199 10.6410043 0.6274201 11.3689160 7.7324843 11.1724134 10.3039938 6.4000392 12.7296435 6.8879760 12.7651692 9.4476280 10.4492230 14.0449500 11.4555855 9.4497543 11.2251912 10.0690100 13.2220069 10.5927524 4.7083914 11.7311586 11.7437930 10.8352768 11.4690134 9.0509152 13.8002364 7.8626653 5.6274493 10.7051549 11.23354574 11.82056364 4.04248675 9.41317390 12.15541465 10.62415784 13.34790563 10.20550713 8.83967778 8.57776189 9.92360055 9.38010841 15.42836576 8.29278497 6.88797604 12.20472048 8.32093590 7.26648860 11.34341099 13.13110914 NA 9.42402936 10.13656426 10.63821017 9.92360055 9.78395358 8.85145079 9.38233654 8.23970306 7.40443058 10.27730391 1.36440434 0.04250426 9.43802062 1.36440434 9.60186362 9.38010841 11.12263784 12.53433961 10.87932585 11.27760322 11.42213564 5.36441485 3.12994238 6.59707523 12.67536815 11.63890924 4.56604795 10.91169480 11.71623725 7.98500112 5.50191678 10.22239560 12.31058986 9.72811133 9.85626771 1.36440434 7.27130521 10.25776473 9.86106876 8.20235797 10.58116046 TCGA-85-8288 70 1 402 NA lung stage iia t1b n1 m0 male 2011 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 50 1962 r0 white not hispanic or latino NA NA 4 1 1 2 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0559865 -1.3125809 7.0139100 7.4688399 7.4786426 4.6874807 3.8945947 NA 9.9205004 7.6874800 0.2725010 13.2679742 10.9545593 8.2780670 0.2725010 -0.3125809 0.2725010 0.6875087 -1.3125809 8.1386911 11.4825050 7.3131887 7.2110424 8.6033593 2.5943813 10.5172027 NA NA NA -0.3125809 8.1952748 5.8473506 15.3077783 8.6661906 10.3739806 11.4321036 7.2305114 NA 11.3150139 8.5958725 9.3647328 3.1469158 NA 1.0094188 11.9994724 4.7535671 11.0757665 10.8167630 11.4978508 9.2917831 5.6182181 NA 9.8517584 NA 4.1793359 10.9795140 3.8167635 10.2724426 -1.3125809 9.4737496 5.5454619 4.3879208 -0.3125809 4.3599077 7.8448269 NA -1.3125809 8.7946972 5.7535698 NA -1.3125809 8.7126195 1.4033768 3.8969306 0.2725010 1.0094188 1.2724413 NA 9.7414060 -0.3125809 7.2227553 -0.4805587 0.01307400 0.04712600 -0.53510000 0.52555000 0.00638710 0.51176000 0.51176000 0.01569200 0.01569200 0.00541390 0.02539000 0.00656100 2.15110000 -0.53835000 -0.00526100 0.04004400 0.04004400 -0.55937000 -0.55537000 -0.55537000 -0.01601700 0.00000000 0.05936600 0.05936600 -0.04305900 -0.04305900 0.05523000 -0.00083160 -0.05428600 -0.17259000 0.01307400 0.01307400 0.05394800 -0.53510000 -0.53510000 -0.56515000 -0.56515000 -0.56515000 0.52555000 -0.57091000 0.00638710 0.00972760 0.00972760 -0.55677000 -0.55587000 0.01768400 0.02482900 -0.01280800 0.04216600 0.00656100 -0.53835000 -0.53835000 -0.53835000 -0.53835000 -0.01099600 -0.01099600 0.00152550 -0.55857000 -0.00526100 -0.00526100 0.02776700 -0.56406000 -0.55937000 -0.55537000 -0.52991000 -0.52991000 -0.01354000 -0.01516400 -0.57170000 -0.00055444 -0.44631000 0.11242000 -0.04305900 -0.04305900 0.01419000 0.01419000 -0.08943400 -0.16917000 -0.16917000 -0.16917000 -0.16917000 0.000 0.000 -0.559 0.000 0.000 0.000 -0.559 -0.555 -0.502 0.000 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.535 -0.565 0.526 -0.571 0.000 -0.044 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 -0.169 -0.169 0.000 0.000 -0.559 0.000 0.000 0.000 -0.559 -0.555 -0.502 0.000 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.535 -0.565 0.526 -0.571 0.000 -0.044 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 -0.169 -0.169 8.04283090 8.38965285 3.21104335 9.90119183 7.00940764 9.78748519 10.13869111 9.18893915 10.04007529 2.68748627 6.32410492 NA 0.68750866 12.91644899 NA 10.57249001 7.13042333 9.52195116 10.94728510 14.17252314 5.84735055 11.04668054 11.58910121 0.27250102 8.51402834 4.59436940 4.77494515 8.88469682 10.18082516 -0.09835109 2.49482519 14.21018415 7.34211646 9.71607675 6.35281678 11.34792167 9.15813881 10.570123 11.346584 10.192795 -1.312581 10.778915 8.220810 10.934221 10.140751 7.071185 9.359021 6.877305 11.930044 8.457318 10.662970 13.771832 12.324444 7.327725 10.977211 8.175320 12.638947 11.029833 5.158668 10.816763 12.367180 10.729139 10.868011 7.918701 13.405465 10.313189 4.991259 10.563229 9.8766868 12.6727883 0.6875087 9.2592327 12.0559865 9.7676313 13.8464033 10.1823356 9.4504599 9.3376342 9.7642956 9.0014969 14.8162799 9.9205004 6.8773050 11.9146447 10.0178367 6.5140291 9.0883595 12.8664560 NA 7.7181472 11.6259570 10.0630625 9.7696291 8.6661906 7.8624055 6.8574050 6.7263994 7.6329240 8.9114816 -1.3125809 -1.3125809 9.2305119 1.0094188 9.0958097 4.6416790 11.0757665 12.7566780 11.3776963 10.6449449 10.7696291 5.6182181 4.3599077 -1.3125809 12.3666302 9.8692534 5.1632129 10.9795140 11.8555253 7.6474822 6.5701229 10.2724426 12.3962406 10.2266388 10.2836698 1.4948252 4.9162999 10.6446365 10.0952789 8.3076999 10.9312491 TCGA-85-8350 61 0 NA 683 lung stage ia t1b n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 1971 r0 white not hispanic or latino NA NA 6 3 1 2 3 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.84615060 0.52285926 3.69282888 7.40147005 2.10785523 4.25987505 6.76341290 1.52290946 10.12715244 7.84783848 6.60328213 10.36578230 11.50257153 5.46150891 -1.06220366 NA NA 0.52285926 NA 7.92946733 11.40987485 9.22103410 5.00403390 8.52853264 0.93794696 10.83427810 -0.06205304 6.01476144 NA 1.74528036 7.08260360 0.93794696 14.99199877 10.16194737 11.65283507 11.15892848 6.06722782 NA 10.73641749 7.72910883 9.44845272 3.33025721 NA 1.52290946 12.14414808 5.93794461 10.93088396 11.77557358 11.53599815 10.50645288 4.46150891 -1.06220366 10.27221896 -0.06205304 4.49253261 10.77714943 4.69283446 9.81905964 4.55265373 9.79592666 6.88631236 5.77083697 1.25984493 1.25984493 6.99864120 4.86868183 -0.06205304 8.60150376 6.04646923 NA 5.10787196 8.89649831 NA 4.29549529 3.52950864 1.25984493 8.75492925 3.63838668 9.16676439 3.33025721 7.04647032 2.48761497 0.0923150 0.7383400 -0.0936670 3.6318000 -0.2721200 2.3166000 2.2966000 0.0000000 0.0000000 -0.0070576 -0.0223320 -0.2786600 0.2477800 -0.2870300 -0.0316320 0.6929700 0.6717800 -0.0098185 -0.0011087 -0.1111600 0.0772760 0.2311700 -0.0058140 0.4495200 0.4341200 0.4341200 0.2406200 0.2406200 0.2484000 -0.3905100 0.0923150 0.0923150 0.7062600 -0.6736100 -0.0936670 -0.2916500 -0.2916500 -0.2916500 0.2171400 -0.2721200 -0.2583000 -0.2668100 -0.2668100 -0.3024000 -0.3598800 0.5086300 0.0000000 -0.5759500 -0.0223320 -0.2803700 -0.2870300 -0.2870300 -0.2870300 -0.2870300 0.1626500 0.1626500 0.0933300 -0.0184900 -0.0162920 -0.0162920 -0.8715100 -0.0149610 -0.0098185 -0.0423810 0.0937660 0.0937660 0.2381400 0.3613300 0.9420100 0.2208300 0.2311700 0.0324930 -0.3688400 0.4341200 -0.2882200 -0.2882200 0.2484000 0.1916200 0.1916200 0.1916200 0.1916200 0.163 0.163 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.238 0.238 0.231 0.231 0.000 0.000 0.000 0.434 0.000 0.000 0.241 0.241 -0.288 0.248 0.738 0.738 0.365 0.634 -0.272 -0.272 0.269 0.269 0.000 0.000 0.000 0.000 -0.021 0.248 -0.287 -0.287 0.192 0.192 0.163 0.163 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.238 0.238 0.231 0.231 0.000 0.000 0.000 0.434 0.000 0.000 0.241 0.241 -0.288 0.248 0.738 0.738 0.365 0.634 -0.272 -0.272 0.269 0.269 0.000 0.000 0.000 0.000 -0.021 0.248 -0.287 -0.287 0.192 0.192 8.82211604 7.98779437 0.93794696 8.33455040 7.55265527 9.65989923 10.52478547 8.43180095 10.67730439 -0.06205304 8.63317398 -1.06220366 -0.06205304 11.59369999 4.25987505 10.90120300 7.70281751 9.06206692 10.84227546 14.80859935 5.44573994 11.22594655 11.49994950 2.25987505 10.60239294 2.25987505 4.29549529 9.14739905 9.74126152 2.69924067 4.36420821 14.25990897 7.92093934 9.18230943 5.80831039 10.62357052 9.57819057 10.088328 11.820780 10.259874 3.185867 9.975493 8.563655 11.255076 9.997290 7.669265 10.019429 8.423775 10.903690 8.919513 10.324886 14.205939 12.127461 6.880460 11.120961 10.391731 12.571509 10.778330 4.469013 11.775574 11.985751 10.964123 10.698250 7.545276 13.255369 11.364473 3.638387 9.632303 10.95475394 11.10567742 3.10787196 8.85083505 11.84615060 10.02673395 14.45287418 9.04516281 9.26740564 8.85829842 9.96861280 9.21057540 15.64229514 10.12715244 8.42377480 11.65412204 8.32811479 6.26886290 9.66756646 12.00554806 1.93794696 8.23715354 11.07237201 9.71930530 10.01942908 10.16194737 8.24628456 8.04908127 6.43779201 6.02540759 9.31624057 3.79592276 2.93794696 8.75332908 -0.06205304 9.34415074 8.40962090 10.93088396 13.53745175 10.64314603 11.17814071 10.96308522 4.46150891 3.25987505 9.33455040 12.10583418 10.91522561 7.37257432 10.77714943 10.82211620 7.04647032 7.33882550 9.81905964 12.21900633 10.40809607 9.29549759 5.66586741 8.38709410 10.64029149 9.69700159 8.31948878 10.79164512 TCGA-85-8351 72 0 NA 510 lung stage iia t2a n1 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 60 1951 r0 white not hispanic or latino NA NA 6 1 2 2 4 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1566320 1.4092551 NA 7.4316464 NA 0.8243198 5.3941711 -1.1755987 10.1840653 1.9942539 2.2837440 7.1950030 7.9011312 7.4316464 -1.1755987 4.4967435 NA 1.6316631 5.3789035 8.2568578 11.5101595 7.7987303 3.2837440 8.7697595 2.7312050 12.4753674 2.2837440 NA NA 2.4092823 8.1484964 NA 14.5741323 9.7054297 10.3503259 12.5906376 5.2837477 2.1462316 10.1371987 0.4092551 12.5496341 3.0722430 NA 2.2837440 11.6079565 4.3478782 11.3946458 11.5407537 10.8229062 8.6998039 1.9942539 NA 9.3731377 NA 4.2837440 10.3687973 3.3478782 10.2379437 NA 8.0793445 5.3000505 5.1462438 -0.1757617 0.8243198 8.6776252 -0.1757617 NA 9.4976247 6.1097178 4.6316689 NA 11.2323800 6.9865054 1.4092551 1.7157177 3.9117779 0.8243198 2.5247658 8.7115362 -1.1755987 7.9561728 NA 0.47685000 0.03595200 -0.05347100 0.81240000 0.29152000 1.00740000 0.31451000 0.02273000 0.02273000 3.65690000 0.01740900 -0.00054934 3.65690000 -0.36045000 0.01098700 0.01210200 0.01210200 -0.00290400 0.01503300 0.01503300 0.17001000 0.57220000 0.01349800 0.01349800 0.58346000 0.46195000 -0.09973100 0.58704000 -0.00401110 0.10658000 -0.35475000 0.01754900 0.03595200 -0.60041000 -0.05347100 -0.36040000 -0.35838000 -0.35838000 0.21991000 -0.12121000 -0.03898100 -0.04156200 -0.05185100 -0.35361000 -0.35361000 0.00847940 0.01908800 0.01740900 -0.03646500 -0.00054934 -0.36045000 -0.36045000 -0.36045000 -0.36045000 -0.35236000 -0.35236000 -0.35236000 -0.34538000 -0.02183300 -0.02848600 0.01210200 -0.35064000 -0.35064000 0.01503300 0.17001000 0.17001000 -0.11382000 -0.00505690 0.00000000 0.00000000 0.57220000 0.00264080 -0.32913000 -0.35350000 -0.36861000 -0.31704000 -0.00401110 -0.04101900 -0.06835300 -0.06835300 -0.06835300 -0.352 -0.352 0.000 0.000 0.000 0.000 -0.351 0.000 0.170 -0.109 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.000 0.361 0.000 0.587 -0.317 0.000 0.000 0.000 -0.124 0.220 0.000 0.000 1.007 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 0.000 0.000 -0.352 -0.352 0.000 0.000 0.000 0.000 -0.351 0.000 0.170 -0.109 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.000 0.361 0.000 0.587 -0.317 0.000 0.000 0.000 -0.124 0.220 0.000 0.000 1.007 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 0.000 0.000 7.3903702 8.6056754 -1.1755987 6.3556964 6.2166333 9.0686797 11.1386157 8.2434963 9.8870366 0.4092551 7.0627208 NA 0.4092551 12.1824174 -1.1755987 11.1892711 4.5247533 8.9803987 11.3528211 14.8448400 4.8243147 10.3846485 11.2323800 2.2837440 11.0843531 -1.1755987 4.2505827 10.5619856 10.5143093 2.6541605 -0.1757617 14.6239009 7.3478773 9.8334445 4.8687115 10.0319402 10.1796668 10.151868 11.860489 10.340508 NA 6.852221 4.911778 12.180630 10.488318 8.199355 10.987022 5.994240 15.988259 9.681519 11.232380 14.281825 12.533723 6.460941 10.528219 9.519544 13.691788 10.945849 4.909231 11.540754 12.077572 9.876204 10.807666 6.979134 14.099712 8.808734 2.731205 9.958742 11.279900 11.113470 NA 9.333101 11.156632 11.124668 14.067601 9.784318 9.333626 7.917073 9.703133 10.175255 14.514750 10.184065 5.994240 11.459807 9.022761 5.091103 8.265185 11.053435 NA 7.898457 11.865633 9.693138 9.412093 9.705430 7.450024 4.868711 5.199354 5.199354 9.515187 1.409255 3.283744 7.815837 NA 8.801596 2.631663 11.394646 13.718897 11.626832 10.586698 11.205859 1.994254 NA 4.868711 10.610994 10.702750 5.233708 10.368797 12.226662 5.565783 4.468173 10.237944 12.770674 9.829940 9.113182 NA 8.756531 8.622382 9.925635 5.963867 10.399855 TCGA-85-8352 67 1 161 NA lung stage iiia t3 n1 m0 male 2011 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) 50 1962 r0 white not hispanic or latino NA NA 6 1 3 1 3 3 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.1253205 11.8895292 NA -1.1966076 8.1935618 0.3883549 -0.1966076 2.6107473 NA 10.1083146 3.3269543 NA 5.5313128 7.5107523 1.1253205 -1.1966076 NA -0.1966076 2.1253205 9.2286088 5.7920771 11.7881674 5.5038321 7.1999981 8.0864813 -0.1966076 7.0795179 NA NA NA NA 10.3077154 NA 13.1579847 9.4272745 8.8640889 10.7177781 -0.1966076 NA 10.5773563 7.7546778 6.8946165 -1.1966076 3.5038321 NA 10.9679071 1.8033924 10.1789755 11.2409578 8.2587201 9.1955816 5.0513199 1.1253205 8.7415024 NA 4.8908552 10.3333115 2.9733174 9.7655659 -1.1966076 8.7162824 2.8908552 NA 2.7102830 -1.1966076 6.5107515 NA NA 9.2525415 6.1957098 NA -1.1966076 7.3151459 NA 2.1253205 1.4701464 -1.1966076 -0.1966076 -0.1966076 7.4828733 7.3732489 7.3425521 2.1253205 1.0828000 0.7160300 0.1330700 0.5049800 -0.4543000 1.5438000 0.9665800 0.7305700 0.7305700 -0.0063668 1.0697000 -0.5367100 0.6133500 3.6451000 3.6569000 0.1149200 0.0000000 -1.1775000 -0.4506100 -0.4727300 0.7290500 0.6954000 0.2128400 0.1782000 0.0888370 0.0888370 -0.4657900 0.6883100 0.0154470 -0.2794100 -0.4550100 -0.4524400 -0.4944400 0.1330700 -0.4981900 0.6546100 0.6773600 0.1698600 0.1575600 -0.4180700 -0.4517900 -0.4517900 -0.4564000 3.3321000 -0.4833400 0.0736900 0.0642250 -0.0063668 0.5771900 -0.5367100 -0.4685500 -0.4685500 -0.4685500 -0.4690300 0.7164100 0.7164100 0.1012400 -0.4671700 -0.4671700 -1.1322000 0.0000000 -0.4830200 -0.4703500 -0.4506100 -1.1333000 0.6920900 -0.4987100 -0.5856900 0.1100800 -0.5027700 0.6954000 -0.4775400 -0.4924600 0.0888370 -0.4651500 -0.4651500 0.0154470 -0.2472700 -0.2639600 -0.2639600 0.4609200 0.716 0.101 -0.474 -0.474 0.115 0.000 -0.470 -0.451 0.611 -0.388 0.110 0.110 0.110 0.178 -0.299 0.000 0.000 -0.266 1.083 -0.456 -0.456 -0.465 0.000 -0.494 -0.361 0.136 0.136 -0.452 -0.452 -0.159 -0.500 0.000 0.559 1.070 1.070 -0.537 -0.063 -0.469 -0.469 -0.264 -0.264 0.716 0.101 -0.474 -0.474 0.115 0.000 -0.470 -0.451 0.611 -0.388 0.110 0.110 0.110 0.178 -0.299 0.000 0.000 -0.266 1.083 -0.456 -0.456 -0.465 0.000 -0.494 -0.361 0.136 0.136 -0.452 -0.452 -0.159 -0.500 0.000 0.559 1.070 1.070 -0.537 -0.063 -0.469 -0.469 -0.264 -0.264 3.4472486 8.8464203 NA NA 4.7575887 11.0397062 10.0219562 8.5599495 9.6480987 -0.1966076 8.6799100 NA -1.1966076 11.6623453 2.6107473 10.2307058 4.7341297 10.2016023 10.8850228 13.5472807 3.3269543 10.4912060 11.1011690 -1.1966076 11.4587000 NA 0.8033924 8.1609449 10.2416547 -1.0591943 -0.1966076 13.8268874 8.0104073 10.4598179 9.0701795 10.0471620 8.6315296 11.8564703 10.9726916 11.3565422 0.8033924 7.1432434 3.7102830 11.3529370 11.0420962 8.4014453 11.2361958 6.7400303 11.1570691 11.5787975 11.2408850 13.1711490 11.4111856 3.0513199 10.4386577 8.3367226 13.4646700 10.8905243 5.0930446 11.2409578 13.5936905 11.8632444 11.0859023 6.5381020 13.9645126 13.3187848 5.4327490 9.8908558 10.901754 9.340611 7.794915 9.162044 11.889529 10.173535 12.975350 9.641021 8.365597 8.949325 10.366584 9.529611 12.214507 10.108315 6.740030 11.034314 7.388356 4.012846 7.242185 11.549697 NA 5.661373 11.683933 9.584753 7.558281 9.427274 6.797746 4.012846 4.125320 2.262824 9.471392 NA NA 8.219135 1.610747 9.957578 3.326954 10.178976 12.821071 10.894828 10.549907 11.051914 5.051320 3.125320 NA 8.960740 8.223353 4.710283 10.333311 10.962634 1.125320 6.524492 9.765566 12.709814 10.259234 7.597809 2.125320 5.246336 8.554753 9.701994 7.384594 11.279126 TCGA-85-8353 72 1 94 NA lung stage iiia t3 n1 m0 male 2011 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 50 1960 r0 white not hispanic or latino NA NA 5 4 1 4 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1801683 11.4357116 NA NA 7.6871307 NA 2.2792930 5.3443563 NA 10.8781821 8.2833764 0.8198317 11.9632354 8.2419169 5.1774036 NA NA NA -0.1801683 NA 8.5460703 11.9692817 8.4271825 5.1236331 8.8142056 4.5477706 10.1839868 2.4048214 6.2544807 -0.1801683 2.1417924 9.0948127 0.4047942 14.3487936 9.7827481 10.5215918 12.4515976 7.4993325 -0.1801683 11.2121696 1.6271866 9.1143350 3.2792781 -1.1801683 -0.1801683 11.8534558 3.9532466 11.4382376 11.6647540 12.2608510 9.7433876 4.4345615 NA 9.9765673 NA 4.8198521 10.4555702 5.7971323 9.2503046 NA 9.8518978 8.8845949 6.6336332 3.1417761 1.9897930 8.1190599 NA NA 9.1905396 5.9695995 NA NA 9.4834103 NA 5.2955871 NA 1.9897930 5.0486721 0.4047942 10.3686741 -1.1801683 7.7623668 2.6808194 0.510550 0.000000 -0.066520 1.084800 -0.232880 0.085799 0.085799 0.152480 0.152480 -0.237930 -0.221450 -0.240950 0.471690 0.165650 -0.243260 -0.243260 0.534500 0.173550 0.152630 0.152630 0.073258 0.138500 2.178000 -0.332480 0.525030 0.525030 0.159650 0.159650 0.053379 0.704010 -0.256360 -0.240280 0.455470 0.000000 -0.066520 -0.241920 -0.241920 -0.241920 0.361490 -0.232880 -0.232880 -0.232880 -0.667630 -0.172720 -0.172720 0.152480 0.152480 -0.237930 -0.246340 -0.240950 0.165650 0.165650 0.165650 0.165650 -0.248000 -0.248000 -0.237530 -0.247370 0.140580 0.140580 -0.242770 -0.232760 -0.232760 0.152630 0.073258 0.073258 -0.241800 -0.241800 0.138500 0.138500 0.098524 -0.355900 0.112280 -0.274830 0.156210 0.090285 0.053379 -0.040345 -0.040345 -0.040345 -0.040345 -0.248 -0.248 -0.243 -0.120 -0.071 0.172 -0.233 0.153 0.000 -0.242 -0.242 0.139 0.139 0.147 -0.185 0.112 0.112 -0.240 0.531 0.160 0.160 0.140 0.000 0.000 0.000 -0.242 0.120 -0.233 -0.233 0.000 -0.173 0.152 0.152 -0.092 -0.238 -0.241 0.363 0.166 0.166 0.000 0.000 -0.248 -0.248 -0.243 -0.120 -0.071 0.172 -0.233 0.153 0.000 -0.242 -0.242 0.139 0.139 0.147 -0.185 0.112 0.112 -0.240 0.531 0.160 0.160 0.140 0.000 0.000 0.000 -0.242 0.120 -0.233 -0.233 0.000 -0.173 0.152 0.152 -0.092 -0.238 -0.241 0.363 0.166 0.166 0.000 0.000 8.71163600 8.06777960 1.81987252 4.10525064 7.29152713 11.13245153 10.82722987 8.43640090 9.09131505 3.72674404 6.62720701 -1.18016835 0.81983165 12.16705824 -0.18016835 11.48842694 8.30769218 8.59792926 10.87693343 14.46877141 5.79713233 10.66377316 11.02166974 NA 8.72222726 NA 1.40479415 9.21966418 8.65271055 -0.09603623 5.58803697 14.09909997 7.40856667 10.40481469 6.97972356 10.05227310 10.26951665 9.8886305 12.0961220 10.8456838 -0.1801683 7.2874575 8.6840381 11.3722811 10.0450596 8.7282447 10.0801837 7.6994357 10.9539511 7.2035565 11.8423933 13.6853438 11.9708687 10.5983400 10.2024761 8.7841931 13.7603493 11.4116082 4.6176452 11.6647540 11.6896387 11.0417413 11.1913565 7.7623668 14.2470756 12.0364465 1.4047942 9.9708687 11.3473291 10.4391551 1.9897930 9.6566916 11.4357116 10.3226840 13.6344331 8.4673105 9.9167320 8.2607215 10.2726082 9.8532751 15.0908409 10.8781821 7.6994357 11.3475735 7.5747396 7.0534720 10.8601419 10.5302281 NA 8.7476301 11.1052544 9.6979031 10.1959776 9.7827481 8.4691082 9.2239293 7.4419042 6.4271821 9.4244055 -0.1801683 3.2121646 9.5905159 NA 9.4798480 3.7267440 11.4382376 13.3469626 10.4174392 11.2856736 11.0006937 4.4345615 -1.1801683 -1.1801683 12.8671465 9.9459112 5.8966666 10.4555702 11.5479852 8.1417802 6.7623661 9.2503046 11.8260029 9.6754993 9.5921668 NA 9.8106653 9.7823289 9.7557539 7.1417802 10.3365371 TCGA-85-8354 53 0 NA 995 lung stage ib t2a n0 m0 male 2011 NA no 70 lung squamous cell carcinoma- not otherwise specified (nos) 30 1972 r0 white not hispanic or latino NA NA 5 2 NA NA 2 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.59754630 NA -0.94925454 8.68000852 0.05060617 0.63561511 3.13810998 NA 1.05067582 1.63561511 1.37256213 4.60523948 1.85802079 1.63561511 NA NA NA -0.94925454 -0.94925454 6.57421355 11.37314340 6.31743794 1.85802079 9.26254004 2.05064100 10.81469405 -0.94925454 NA NA 6.08407490 3.05065841 NA 13.36310657 10.20166841 10.93482239 10.55695939 2.75109947 NA 11.59416707 NA 8.01505036 1.05067582 NA 8.32211473 11.71573678 3.75108875 11.22339184 13.23854512 10.94319464 9.65036948 1.37256213 NA 10.07579145 NA 2.85800089 10.14406945 2.22057761 9.68727647 NA 6.75801129 3.37257606 2.63561511 NA 0.63561511 7.11134749 NA NA 9.19658393 3.80554011 NA NA 8.89300204 -0.45363643 2.85800089 NA 2.85800089 NA NA 7.48110435 7.98434269 6.79211872 0.05060617 0.0381490 3.0112000 0.4247900 2.6151000 3.6569000 -0.0122180 -0.0046252 0.5221600 0.5221600 3.6569000 1.0715000 -0.0137330 -0.0035760 -0.5524000 3.6569000 0.5395300 1.0974000 0.0484880 0.0047969 -0.0473140 0.9772100 0.2621000 1.1228000 -0.4627400 0.3374900 0.3374900 1.1215000 0.7915400 0.4704300 0.6874900 -0.0839170 0.0381490 -0.5195300 -0.7440700 0.3495100 0.5712300 -0.5258700 -0.5258700 -0.5455600 -0.5243400 0.5421700 0.6899300 1.0183000 -0.5291400 -0.5458700 0.0105080 -0.5906200 1.0715000 0.4938200 -0.5233200 -0.5104700 -1.2929000 3.6569000 0.9341800 -0.0505600 -0.0505600 -0.5469800 0.0361720 -0.5165500 -0.5165500 -0.1974600 -0.5553700 -0.5324000 -0.0405350 0.4295000 0.3811600 -0.0805940 0.0102000 0.2060400 0.2060400 0.2621000 -1.0900000 -0.1983000 0.3374900 -1.0968000 -0.5496900 -0.5753000 -0.5263800 -0.5263800 -0.5263800 0.5151800 -0.524 -0.524 0.000 0.000 1.060 1.060 0.000 0.000 0.389 0.000 0.000 0.206 0.206 1.103 0.000 0.337 0.337 0.000 0.000 0.000 0.769 -0.550 0.410 0.513 0.513 0.000 0.000 -0.524 0.000 0.000 -0.534 0.000 -0.578 0.886 1.072 -0.492 0.000 0.000 0.000 -0.526 0.515 -0.524 -0.524 0.000 0.000 1.060 1.060 0.000 0.000 0.389 0.000 0.000 0.206 0.206 1.103 0.000 0.337 0.337 0.000 0.000 0.000 0.769 -0.550 0.410 0.513 0.513 0.000 0.000 -0.524 0.000 0.000 -0.534 0.000 -0.578 0.886 1.072 -0.492 0.000 0.000 0.000 -0.526 0.515 6.30804045 8.26739768 NA 6.70170291 5.22057761 8.16178744 10.18057879 7.73259279 9.40379858 5.20039842 6.73013180 -0.94925454 0.05060617 11.90804973 NA 10.61765718 7.95754262 10.07509897 11.06877895 14.57120914 4.54250570 10.46110317 11.54200392 NA 9.38492510 NA 9.79632617 10.63185240 10.37144669 -0.68640585 -0.94925454 13.79390844 8.76145815 9.37370650 3.05065841 12.11219180 9.09367901 10.189564 11.929086 9.845880 NA 9.399380 9.423517 10.813449 8.331423 6.260105 11.485541 8.190203 13.059734 9.299765 12.756284 13.645210 11.941106 5.159177 10.627136 5.476916 12.394809 11.131136 4.884808 13.238545 10.360697 9.278268 10.992433 7.841815 14.323247 13.009748 4.298578 10.250324 11.2016683 9.5839816 -0.9492545 9.2698203 11.5975463 9.8336501 14.6549714 9.3360542 10.3414656 8.4852799 10.3804369 10.7836672 13.4941135 1.0506758 8.1902030 11.4213392 2.7510995 4.4082023 7.7648975 11.7177634 NA 6.3360548 11.6035610 8.8531682 6.8708307 10.2016684 7.2698205 5.9931671 4.6052395 3.2985850 8.7318902 6.0840749 8.0478312 6.4082040 NA 8.9409161 3.0506584 11.2233918 13.3909192 10.6886352 10.6533507 11.7944344 1.3725621 NA NA 10.0250665 9.2794706 4.4429700 10.1440694 11.3677818 4.0506497 5.0048474 9.6872765 12.9220758 11.3009503 8.2794704 5.3905026 6.4685051 9.1425102 10.2286941 7.0950457 10.1637429 TCGA-85-8355 63 0 NA 61 lung stage ia t1a n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 2 4 1 2 2 2 3 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2393272 NA 1.7545027 8.7906779 2.8419731 1.7545027 5.2386417 6.0306296 8.9231765 6.6793168 -0.2455400 9.3609096 4.1120579 3.4549392 0.7545455 NA NA 0.3394795 2.0764223 8.2956009 12.1569835 10.2292243 6.0399060 9.0399066 4.4549457 11.3066931 -0.2455400 3.2139382 NA -1.2453690 7.9760915 0.3394795 15.3715121 9.9086895 10.4584079 11.1718294 3.7545027 NA 10.6733676 2.3394795 8.9079803 3.5618638 NA 6.2780665 12.3112175 6.7101548 11.1189126 13.5717094 11.5919352 11.3936257 5.6124852 NA 10.8815314 -0.2455400 6.5999946 9.8145246 7.2780665 10.2528550 0.3394795 9.2751230 7.8178995 5.3838598 -1.2453690 2.9244230 6.7713125 -1.2453690 -1.2453690 9.1478948 5.5746828 0.3394795 -1.2453690 10.3733486 0.9308509 7.1511089 -0.9825056 3.3983641 2.5618638 4.3090961 10.4440656 NA 8.0071697 4.4802457 0.0056919 -0.0274470 -0.0274470 2.5482000 -0.0607480 -0.1174300 -0.1174300 0.1019100 0.1019100 0.0195670 0.0195670 0.0116790 0.0116790 -0.0173910 0.0274970 0.0550880 0.0550880 -0.0534760 0.1371300 0.1371300 -0.0304040 -0.0816050 -0.0994720 0.0342540 0.0175440 0.6295200 0.0670880 0.0670880 0.0921700 0.0818990 0.0056919 0.0056919 0.0656560 -0.0274470 -0.0849260 -0.1641500 -0.1641500 -0.1641500 0.2027400 -0.0607480 -0.0607480 -0.0607480 -0.0607480 -0.1174300 -0.1174300 0.0277780 0.0424540 0.0195670 0.1077400 -0.1538800 -0.0173910 -0.0173910 -0.0173910 -0.0173910 -0.0399370 -0.0399370 -0.0399370 0.0274970 -0.1179800 -0.1179800 0.0550880 -0.0534760 -0.0534760 0.2671800 -0.0304040 -0.0304040 -0.1197800 -0.1197800 -0.0816050 -0.0816050 -0.1659900 -0.1411600 0.0175440 -0.1579700 -0.1534800 -0.1343200 -0.1452800 0.0097276 -0.3430800 0.0000000 0.0818990 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.000 -0.120 -0.120 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 -0.164 -0.048 0.000 0.000 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.000 -0.120 -0.120 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 -0.164 -0.048 0.000 0.000 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.4401292 7.8472616 1.3394795 7.0719171 7.4304618 10.6944508 11.2765954 8.9730797 9.1076513 2.4549392 6.6970190 NA 0.3394795 11.9277130 1.7545027 11.1465909 7.6031271 8.9857255 11.0586531 13.4766715 5.3838598 11.0499863 11.2684786 -1.2453690 9.9976783 -0.2455400 4.7317860 9.1807690 9.6911349 3.8746888 2.6613848 14.9164629 7.3911293 10.7782587 5.5873950 11.3884077 10.4562440 10.605082 12.360562 10.640582 -1.245369 8.746026 9.760129 11.240082 9.333820 7.002431 10.096579 7.593708 11.390646 8.982120 11.899003 12.552368 11.137939 10.487520 10.980615 10.027134 13.399431 11.223892 4.929630 13.571709 11.853194 11.178146 11.039907 8.258330 13.338461 12.371972 3.561864 10.497235 10.3432189 11.8600855 3.1468181 9.5052113 11.2393272 10.1833879 14.1552831 9.7043311 9.1596458 8.0943543 10.4858234 9.3911289 16.5555874 8.9231765 7.5937078 11.6907742 7.1932967 7.7657316 11.1273694 11.9994627 NA 10.0277171 10.4055560 9.7231711 7.6523495 9.9086895 8.8124960 9.6896694 9.9941029 8.1164479 9.5301146 0.7545455 5.2139344 9.0283001 0.3394795 9.7615316 3.8419631 11.1189126 12.5001786 10.2892935 11.1689253 11.9306775 5.6124852 1.0764223 6.4756037 11.1419832 10.9175250 4.5358663 9.8145246 11.8002640 8.9504917 6.2936629 10.2528550 11.8427957 10.1516441 10.6405819 4.4269289 8.4109291 10.6700887 10.0113027 7.3090934 10.7727045 TCGA-85-8479 66 0 NA 468 lung stage ia t1a n0 m0 male 2012 NA NA 90 lung papillary squamous cell caricnoma 90 NA r0 white not hispanic or latino NA NA 4 1 2 3 1 1 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4480322 NA 0.8527979 6.6729542 NA 0.4377604 3.4377338 NA 10.9977516 3.6076617 NA 6.6341344 0.4377604 2.0226874 -0.1472021 NA -0.1472021 NA -1.1472021 6.8300550 11.2231897 5.6471907 NA 8.4414893 2.3122005 11.5687367 NA NA NA NA 4.8971678 NA 13.2724677 10.5683078 11.8569952 12.3155326 3.2450849 NA 12.1706112 NA 8.1903966 0.4377604 NA NA 11.5556487 3.9516531 9.2915665 11.7553383 11.9595012 9.8475948 2.9402419 NA 9.2568519 7.0475318 1.6601072 10.3620549 1.6601072 10.6828937 NA 8.5908670 3.7107569 1.4377604 NA NA 6.3841569 NA NA 8.4396144 4.4377404 NA NA 8.4320909 -0.7143019 0.8527979 -1.1472021 NA -1.1472021 0.8527979 7.3645278 -1.1472021 7.4784833 NA 0.55620000 0.04982400 0.01251600 1.88280000 -0.59507000 0.64744000 0.02679500 0.05580000 0.05580000 0.00000000 0.00000000 0.05965100 0.05965100 -0.60680000 -0.54462000 0.07570300 3.65690000 0.67957000 0.01852300 0.01852300 -0.10053000 -0.60690000 0.05594300 0.05594300 -0.00069303 -0.00069303 0.03947800 0.03693500 -0.00110870 -0.43854000 -0.08793500 -0.04156700 0.04982400 0.01251600 -0.64283000 0.05993700 -0.61104000 -0.61104000 0.07024300 0.03834700 -0.59507000 -0.59507000 -0.59507000 -0.59243000 -0.58951000 0.05580000 -0.59136000 0.00000000 0.00000000 0.05965100 -0.60758000 -0.60680000 -0.60680000 -0.60680000 -0.50877000 -0.50877000 -0.50877000 -0.58588000 -0.56176000 0.07282700 0.23550000 -0.58716000 -1.15440000 0.01852300 -0.10053000 -0.10053000 -0.62064000 0.00332990 -0.60642000 -0.60642000 -0.60690000 -0.61056000 -0.62455000 -0.00069303 0.07009900 -0.63595000 -0.63453000 0.45649000 0.45649000 0.39396000 -0.43854000 -0.509 -0.509 -0.562 -0.562 -0.544 -0.544 0.000 0.000 -0.101 0.000 0.000 -0.606 -0.606 0.000 0.000 0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.611 0.000 0.000 -0.595 0.621 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.607 0.000 -0.001 -0.439 -0.509 -0.509 -0.562 -0.562 -0.544 -0.544 0.000 0.000 -0.101 0.000 0.000 -0.606 -0.606 0.000 0.000 0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.611 0.000 0.000 -0.595 0.621 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.607 0.000 -0.001 -0.439 7.3244497 7.5216593 NA 8.2299854 8.7076432 7.4711598 10.7956557 8.7596652 11.1959604 1.4377604 7.1473952 NA -1.1472021 11.5475679 -1.1472021 11.5326946 7.3958066 9.5806952 10.4691076 14.2448909 3.8971726 10.2685165 11.5390564 0.8883828 11.4245273 -1.1472021 5.5532130 9.0815934 9.3172695 NA 1.8527580 14.4238755 7.4452318 8.2515184 3.5532130 9.4283139 10.0707324 9.8695830 12.2561862 10.7354178 NA 9.5908670 8.9768960 11.1448087 7.9295904 9.1485437 10.8339852 6.6729542 11.0031122 8.4489645 11.0385793 13.4140030 11.7768449 3.6601300 10.0809922 6.5738744 13.5347817 12.8847343 5.8463353 11.7553383 10.4898524 10.2758906 10.3640332 7.3081024 13.9023442 8.8485419 0.8527979 9.9181909 10.7667860 11.3531187 -0.1472021 8.1792040 11.4480322 10.1808887 15.2948751 9.0339270 9.5702713 9.5883307 9.9788338 9.8457130 12.5110978 10.9977516 6.6729542 10.2299852 8.4320909 6.0227007 4.8751411 11.0947579 NA 5.9820581 10.2700999 9.2440184 10.9881634 10.5683078 7.9295904 5.0815953 2.7596672 0.4377604 9.7460762 0.4377604 NA 6.1381776 0.8527979 8.6745486 7.6439377 9.2915665 13.6017537 10.7746157 11.1318049 10.1450963 2.9402419 1.6601072 2.0226874 10.8779143 8.9255773 6.0126469 10.3620549 10.1998424 5.2957194 4.6856655 10.6828937 12.7552440 10.1690562 7.5392752 NA 5.6471907 7.9838088 9.8098768 8.0646630 9.7161867 TCGA-85-8481 70 1 236 NA lung stage iib t3 n0 m0 male 2012 NA no 0 lung papillary squamous cell caricnoma 80 NA r0 white not hispanic or latino NA NA 2 4 NA NA 3 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2155580 NA NA 7.5139826 NA 0.3192711 4.2734189 NA 0.3192711 5.7286171 0.3192711 11.6487416 7.8966545 4.4891511 NA -0.6808445 NA -0.6808445 -0.6808445 5.9485822 11.5710038 8.1136416 NA 8.4841325 4.4066863 11.5889367 NA NA NA -0.6808445 8.0092234 NA 15.2530762 9.9585663 11.4192308 12.0467206 6.0606916 NA 10.0118411 4.7786554 10.0007714 4.2261154 NA 3.0196663 10.7986572 2.1265765 11.0952473 11.9267524 9.4510825 10.7987431 1.3192133 -0.6808445 9.7486323 -0.6808445 1.9041950 11.0623769 3.1265765 10.3595154 -0.6808445 8.1552762 4.3192277 3.7786607 NA 1.3192133 8.2261164 -0.6808445 NA 8.9863370 5.3636197 3.8427878 0.9041950 8.4355694 0.7306617 2.1265765 0.9041950 2.6411529 1.3192133 0.3192711 9.4277501 NA 6.5383938 1.2826770 -0.0748110 0.0000000 0.0000000 0.7844600 -0.0728080 0.6582900 0.6582900 0.0917350 0.0917350 -0.0658500 -0.0658500 -0.2903500 0.5009900 -0.0822690 0.0585090 0.4587100 -0.0165670 0.0755590 0.0550880 0.0550880 0.1575600 -0.0143660 -0.2487300 -0.2487300 -0.0820040 -0.0820040 0.2913500 0.2913500 -0.0947240 0.0011093 0.0607940 -0.0748110 0.0011093 0.0000000 -0.0031859 -0.1830700 -0.1830700 -0.1830700 -0.1830700 -0.1395000 -0.0728080 -0.0728080 -0.4665300 -0.2017400 -0.2017400 0.0917350 0.1626500 -0.0658500 -0.0658500 -0.2903500 -0.2100700 -0.5353100 -0.0822690 -0.0822690 0.1011800 0.1011800 0.0191190 -0.2165100 0.0585090 -0.2239200 -0.0410240 0.0755590 0.0755590 0.0550880 0.0822910 0.0822910 0.1119900 0.1023500 -0.0610170 -0.0610170 -0.0033243 -0.0910940 -0.0820040 -0.0820040 -0.1057900 -0.1259000 0.3023400 0.0962590 0.0962590 0.0011093 0.0011093 0.000 0.000 0.000 0.000 0.459 0.000 0.000 0.000 0.158 0.000 0.000 0.000 0.000 -0.249 -0.249 0.000 0.000 0.000 0.000 0.291 0.291 -0.106 0.302 0.000 0.000 -0.183 -0.183 0.000 0.000 0.457 -0.202 0.000 0.000 0.000 0.000 0.118 0.409 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.000 0.000 0.000 0.158 0.000 0.000 0.000 0.000 -0.249 -0.249 0.000 0.000 0.000 0.000 0.291 0.291 -0.106 0.302 0.000 0.000 -0.183 -0.183 0.000 0.000 0.457 -0.202 0.000 0.000 0.000 0.000 0.118 0.409 0.000 0.000 0.000 0.000 8.1394045 7.3248502 NA 4.0196663 8.4510825 9.5552398 9.9209963 8.8435125 12.2132854 0.3192711 6.1895894 NA 0.9041950 12.7914087 -0.6808445 11.0560503 6.1005846 8.6411537 10.7103832 14.5103234 3.3192277 11.2882523 11.0960698 NA 9.4966451 NA 4.1265765 9.8612901 9.5611969 -0.5563933 1.6411761 15.6134873 7.5480443 9.6789751 5.1772082 9.9738616 10.6422804 9.6092445 12.4723025 9.4472198 -0.6808445 7.4433472 7.1709746 12.4753086 8.6115472 7.4941516 10.7600948 6.4485079 11.2369594 8.8814679 11.7368144 14.2545288 12.2875324 8.7050880 11.0187980 8.7621691 13.1388059 10.1834117 4.2504387 11.9267524 11.1517201 9.9348553 10.6624113 7.5860118 13.1366690 9.2470035 0.9041950 9.5311140 12.1627541 11.1197210 NA 8.0840972 11.2155580 10.6784260 13.8152673 9.3677124 8.2070251 8.8070657 10.6400149 8.6092445 14.6394973 0.3192711 6.4485079 11.2683227 9.2470035 5.9485822 9.1265806 12.0200987 NA 8.0606927 11.1095741 10.2178270 11.1791486 9.9585663 7.8427878 7.7496784 5.4689742 3.3192277 8.9228520 1.6411761 NA 8.5041007 NA 9.3135790 4.7115445 11.0952473 12.5463902 10.5647783 10.1988088 10.5754343 1.3192133 NA 7.6679538 12.3970427 10.0807768 3.9041854 11.0623769 11.4300351 6.6679531 5.4689742 10.3595154 12.2132854 10.4342692 9.3960411 6.8814676 7.3690738 10.3331623 8.9934179 6.6046274 10.6161418 TCGA-85-8580 52 0 NA 1113 lung stage ib t2a n0 m0 female 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 38 1973 r0 white not hispanic or latino NA NA 5 2 1 6 2 2 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9712663 NA 3.4957335 8.0098577 4.5661271 2.8742461 5.5661241 -0.8262329 9.0395406 6.1395923 1.1738310 5.9811631 5.7436631 4.6332394 -0.8262329 0.1737671 4.0807003 0.7587296 NA 6.9551675 11.6449746 9.4900889 4.3030939 8.2236562 NA 12.2467774 -0.8262329 5.3832619 NA 2.4957463 5.2612713 NA 13.3338333 10.2092939 11.4397155 10.9307807 3.5661210 NA 11.4288360 1.1738310 8.1596494 2.8742461 -0.8262329 8.6373317 11.1210024 1.1738310 10.8978949 14.6385446 11.9777367 9.8209330 4.3030939 NA 10.7531234 3.4217350 4.3832619 9.1610714 5.1045463 8.3832606 3.4217350 8.1045448 5.6495407 3.9286925 0.7587296 0.1737671 5.5488466 NA NA 9.1089726 5.6973707 NA -0.8262329 11.6850660 0.7587296 4.7283940 0.7587296 7.2559567 1.4957463 1.1738310 8.4889572 NA 7.1163221 2.8742461 0.0461330 0.0228650 0.0228650 0.8164900 0.2667100 0.3700200 0.3700200 0.0024969 0.0024969 0.0693820 0.0693820 0.2107000 0.2107000 0.0853510 -0.0737430 0.0000000 0.0000000 -0.1723400 -0.2261300 -0.2261300 0.0837760 0.0043021 0.2328700 0.0258310 -0.0242510 -0.0242510 -0.0190400 -0.0190400 0.1296300 0.0533790 -0.1102400 0.0461330 0.0228650 0.0228650 0.0228650 -0.1830700 -0.2360600 -0.2360600 0.7068200 -0.3659000 -0.3697400 -0.3186700 -0.4639900 -0.2370400 -0.2524900 -0.0035747 0.0024969 0.0693820 0.0670880 0.2107000 -0.3312100 -0.3312100 -0.3312100 0.1052600 -0.2687000 -0.2687000 -0.2435000 -0.0737430 -0.0737430 0.1951200 -0.0585790 -0.3340000 -0.2323900 -0.2261300 0.0837760 0.0837760 -0.1637000 -0.1637000 -0.0144980 -0.0144980 0.0043021 -0.0862530 -0.0242510 -0.0242510 -0.0498300 -0.0498300 0.1269500 -0.1248700 -0.1248700 -0.1248700 0.0533790 -0.244 -0.244 0.000 0.000 0.000 0.000 -0.172 -0.226 0.000 -0.164 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 0.000 0.000 0.000 0.000 0.130 0.000 0.000 0.524 0.707 -0.366 -0.366 0.133 -0.237 0.000 0.000 0.000 0.000 0.211 0.211 -0.331 0.105 -0.125 -0.125 -0.244 -0.244 0.000 0.000 0.000 0.000 -0.172 -0.226 0.000 -0.164 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 0.000 0.000 0.000 0.000 0.130 0.000 0.000 0.524 0.707 -0.366 -0.366 0.133 -0.237 0.000 0.000 0.000 0.000 0.211 0.211 -0.331 0.105 -0.125 -0.125 8.7531235 8.3512268 0.1737671 8.9811625 6.8031637 10.1695746 10.4002196 8.5499979 9.7322282 0.1737671 7.5531861 4.4217350 -0.8262329 11.7088398 0.1737671 12.3350968 7.8140524 8.8914839 11.2095207 14.4611230 5.1961742 10.4056287 11.6454827 NA 11.6704116 NA 3.7587722 9.1424742 10.2526255 NA 4.3437347 15.8044017 8.5895493 9.4145988 3.1738150 11.1305466 9.0379936 10.054921 11.844906 9.750292 1.495746 10.621924 10.147505 11.395092 9.193398 8.860308 10.541222 8.618822 11.173455 8.452257 12.139952 14.141439 12.378073 6.888053 10.565051 7.604260 12.619340 11.210668 5.797908 14.638545 10.767665 9.385696 10.644975 6.867295 13.265768 13.447894 4.218200 10.808165 11.7850628 10.4032271 0.7587296 9.3574429 11.9712663 11.1731029 14.1354340 9.8820292 9.9069246 8.7662645 9.6934437 9.5302594 14.8655237 9.0395406 8.6188223 11.2724976 6.7360501 5.4592086 8.9203219 10.1927031 NA 7.7436631 11.3725594 9.0686251 7.7885174 10.2092939 8.5444950 7.6656607 7.1850350 4.8742461 9.2250165 1.4957463 4.3832619 8.4335508 -0.8262329 8.8880531 4.3437347 10.8978949 12.9207416 10.4603652 10.7298345 11.3229194 4.3030939 NA 1.1738310 9.8031641 9.6766392 6.1280046 9.1610714 11.7641606 7.9649704 4.8462325 8.3832606 12.2629269 10.6203739 8.4775883 1.1738310 9.5800124 9.1296606 9.6525770 7.8176635 9.7857544 TCGA-85-8582 49 0 NA 1160 lung stage ia t1a n0 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white not hispanic or latino NA NA 2 4 NA NA 1 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7592605 NA 1.3940202 7.2269217 -0.6060347 2.5639635 4.3482253 -0.6060347 3.0944726 6.9939449 1.9790010 13.6437377 5.7515842 8.4493142 NA NA NA -0.6060347 NA 8.6083509 12.5844737 8.1185456 1.7159812 8.5129727 2.8534568 11.6113835 0.3940751 0.3940751 NA NA 7.7820488 -0.6060347 14.3646764 10.0032104 11.6675359 11.8255293 7.4814943 -0.6060347 10.6857779 2.3940202 9.7237271 4.9175941 NA NA 11.1978076 5.2269208 11.0156257 11.7804223 11.0805322 9.5625784 5.1753929 -0.6060347 8.9995110 2.8534568 3.7159592 9.8431804 4.7515815 10.4960073 0.3940751 10.2189904 5.3940305 4.4814927 NA 0.3940751 7.9018263 -0.6060347 NA 9.4841440 5.1219520 NA NA 11.1164123 NA 3.0944726 6.2324785 1.9790010 1.7159812 -0.6060347 10.1447387 0.9790010 6.8858842 2.3940202 0.0595080 -0.0541510 0.0698120 0.1054100 -0.0544200 0.6443300 0.7792600 0.1011800 0.7951000 0.0803120 0.0803120 0.5203400 0.5500000 -0.0674580 0.2858000 -0.0758370 -0.0631660 -0.0464480 0.0622230 0.2640400 0.0911550 -0.0078863 -0.0437370 -0.0437370 0.2877000 0.9403700 0.0612220 0.2605900 0.0093098 0.0502500 -0.0033243 0.0595080 -0.0541510 0.0718220 0.0698120 0.1054100 0.1054100 0.1054100 0.1054100 -0.0544200 -0.0544200 -0.0544200 -0.0544200 -0.0960440 -0.1055200 0.1086200 -0.0714720 0.0803120 0.0803120 -0.2664900 -0.0663860 -0.4305100 -0.0674580 -0.0674580 0.3757800 0.3757800 -0.0304040 0.0038854 -0.0677260 -0.0677260 -0.0631660 -0.0464480 -0.0464480 0.0622230 0.0539120 0.0539120 -0.0733430 -0.0752110 -0.0078863 -0.0078863 -0.0078863 -0.0069195 -0.0663860 -0.0729420 0.0359470 0.0359470 -0.2886900 0.0502500 0.0502500 0.0502500 0.0502500 0.376 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.199 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 0.644 0.644 0.101 0.000 0.000 0.000 -0.266 0.254 0.000 0.000 0.000 0.000 0.376 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.199 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 0.644 0.644 0.101 0.000 0.000 0.000 -0.266 0.254 0.000 0.000 0.000 0.000 9.4560778 7.4601208 0.3940751 6.6514191 7.4708476 9.7372174 11.0575897 8.6252530 10.7559754 0.3940751 6.4274553 NA 1.7159812 12.5611361 0.3940751 10.9841508 7.1422245 8.9752324 10.6780460 14.0049411 4.3009217 10.2403055 11.0857752 0.9790010 9.2782023 NA 5.8369744 9.3940315 9.9572279 NA 3.0944726 14.3485915 7.4438801 9.4547276 7.6276513 11.0096612 9.9263876 10.324769 12.567553 10.495351 NA 7.975232 9.938030 11.177848 9.710313 6.925413 10.951017 7.201387 11.559874 10.360537 10.077026 13.474683 11.652009 8.538690 10.518799 9.273615 13.168098 10.098800 4.399431 11.780422 12.001131 10.541873 10.822915 7.460121 12.899992 9.770157 3.201383 11.107848 11.2647817 11.0761484 0.3940751 9.4628100 11.7592605 11.0944714 14.0106942 9.0032104 9.6008507 8.4493142 10.1380245 8.4601208 14.3210225 3.0944726 7.2013869 11.4267662 8.0840297 7.6419592 9.6978124 13.5294203 NA 8.7647190 10.8918835 11.0783420 10.5720739 10.0032104 8.1048383 7.9827461 6.3827157 6.7949110 8.8139918 NA NA 9.1819342 NA 9.2221682 4.2013829 11.0156257 12.9761736 11.1422245 11.0691065 11.4708473 5.1753929 4.0378917 8.3569277 12.9703979 11.2281076 4.3940339 9.8431804 11.8210825 9.4150116 5.8534643 10.4960073 12.6990959 10.1819342 9.5181529 4.9789964 8.1622161 9.9189161 9.5399637 7.7515836 11.4725161 TCGA-85-8584 71 1 383 NA lung stage iia t2a n1 m0 male 2012 NA NA 0 lung papillary squamous cell caricnoma 50 NA r0 white not hispanic or latino NA NA 2 4 NA NA 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.1573106 11.5436408 NA NA 6.4019325 NA 0.6337567 3.4410983 NA 4.9191494 4.2187114 -0.3662433 10.5346145 5.8036739 12.5041125 2.8036817 2.9556848 NA 0.6337567 NA 7.8673677 9.9780436 7.5224913 0.6337567 8.6998369 2.2187192 7.6224326 -0.3662433 NA 1.9556848 1.2187192 5.5406380 -0.3662433 16.8667586 10.0196102 9.8346463 8.4602962 4.9191494 NA 11.0988039 1.9556848 8.1531086 1.6337567 NA NA 11.3808791 5.0931798 10.2539675 11.0997171 9.7396562 10.3799345 7.3886356 NA 7.7212106 NA 1.9556848 10.0797972 6.5285651 9.1074535 NA 8.2262046 5.8432000 4.4917313 -0.3662433 -0.3662433 7.2558000 NA NA 9.1825697 8.3718398 0.6337567 NA 10.5278075 NA 5.5879440 3.6728892 2.4411116 0.6337567 4.3341892 8.5555888 2.9556848 7.5995320 5.4307603 0.03002900 -0.00318590 -0.00318590 0.01251600 -0.01174900 0.33820000 -0.00526100 0.39496000 -0.37155000 0.00190210 0.00190210 0.41212000 0.38072000 0.00736090 -0.00166290 1.44030000 3.62870000 0.00805670 0.00736090 0.00736090 0.42251000 0.01712400 -0.28025000 -0.28025000 0.78022000 0.78022000 0.00930980 0.01028500 -0.37114000 0.07024300 -0.03354100 -0.36056000 -0.00318590 -0.00318590 -0.00318590 -0.00290910 -0.00290910 -0.00290910 0.00493860 -0.01174900 -0.01174900 -0.01174900 -0.01174900 -0.00526100 -0.00526100 0.38568000 -0.00862700 0.00190210 0.00190210 -0.38537000 0.50221000 -0.73871000 0.00736090 0.00736090 0.00110930 0.00110930 0.00110930 -0.00069303 -0.00166290 -0.00166290 -0.01340200 0.00805670 0.00805670 0.00736090 -0.36476000 -0.36476000 0.00124810 0.00124810 -0.36113000 0.01712400 0.01712400 -0.28025000 -0.34021000 -0.35076000 -0.00940460 0.00930980 -0.37042000 -0.00636680 -0.00636680 -0.00636680 -0.00636680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 -0.280 -0.280 -0.340 -0.340 0.000 0.000 0.000 0.000 0.000 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.375 0.000 0.000 0.000 0.000 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 -0.280 -0.280 -0.340 -0.340 0.000 0.000 0.000 0.000 0.000 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.375 0.000 0.000 0.000 0.000 0.385 0.000 0.000 0.000 0.000 7.4216500 6.5285651 2.4411116 0.6337567 6.4151079 8.0388894 9.7052101 7.3987522 11.3385160 0.6337567 6.8816756 1.6337567 0.6337567 11.2163602 0.6337567 10.6067275 4.5406411 9.4052372 10.6171190 13.5388526 12.9892365 12.1653729 10.7468387 NA 6.7317793 NA 3.7212086 9.1729065 8.8911357 3.0839622 NA 13.1019899 7.9098721 9.8899564 7.2776036 10.7357234 10.2703723 10.1325969 12.3048465 9.5615257 -0.3662433 4.5879470 7.9912996 12.0104158 9.0558125 9.6971429 9.5659625 6.3479933 8.0217651 10.9907498 13.8504178 13.9617915 11.7425989 6.9283680 11.2350543 7.6561152 13.7759346 13.0018449 4.9951634 11.0997171 10.0120426 10.9185718 9.6616538 4.3341892 13.6689034 5.4151063 5.4666369 10.6498595 11.5839391 12.2621933 1.2187192 8.3582617 11.5436408 10.9719270 13.0947155 8.2955261 8.1844945 8.2187105 10.0962500 9.0152907 16.2847574 4.9191494 6.3479933 10.8864132 5.8625655 6.3616684 9.7396562 11.8401517 NA 8.4378785 11.0298173 10.3272347 10.9057943 10.0196102 8.4886162 8.6998369 8.1415421 2.9556848 8.3785814 -0.3662433 1.9556848 7.2262050 2.8036817 9.2392274 2.4411116 10.2539675 13.2886075 9.7758549 10.6706082 11.2429265 7.3886356 NA NA 11.1089745 8.6588873 4.6337451 10.0797972 10.9454961 5.6110277 5.7422731 9.1074535 12.4447209 10.0931793 9.0239168 1.6337567 7.7986545 11.1435079 8.8981902 6.8334202 10.3298459 TCGA-85-8664 73 1 550 NA lung stage iib t2b n1 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1961 r0 white not hispanic or latino NA NA 5 1 2 4 3 3 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.42459294 11.87835602 NA 0.03224193 7.60213392 7.13556565 -0.96775807 4.83498925 0.03224193 10.65203953 2.20219828 NA 4.16155719 10.58974177 1.61725146 NA NA 1.03231247 3.03227720 NA 4.11973797 10.54452470 5.03227720 -0.96775807 8.12503525 -0.96775807 12.05204250 NA 5.45854278 NA 1.03231247 6.15121954 NA 13.07367966 10.92292233 10.79507533 12.05134746 0.61720443 NA 10.98064529 5.97479314 7.82737637 3.20219828 0.03224193 1.61725146 11.51337107 3.35421235 11.63126101 10.28541054 11.55853274 9.34042363 5.89025941 NA 9.19969614 NA NA 5.85245585 2.49169920 10.01313170 NA 8.51609396 6.16156123 0.61720443 -0.96775807 -0.96775807 5.29906512 NA NA 8.55583992 4.93917015 NA NA 11.19151867 0.99204328 2.35419824 NA NA 8.16670440 -0.96775807 5.33605840 NA 7.28020564 1.35422646 0.4139600 0.6699300 -0.4063900 1.5205000 -0.4125200 1.5492000 1.6060000 0.1381500 0.1381500 0.3759400 0.0180860 2.0775000 0.3923000 -0.4170700 3.6569000 0.5182100 0.2975000 -0.3032200 0.0865220 -0.2044300 0.6295200 0.2288500 0.1352400 1.1575000 0.0192230 0.9446600 1.0994000 1.0994000 -0.4025200 0.0406090 -0.0459060 -0.8649200 0.5390700 -0.4063900 -0.4063900 -0.4272400 -0.4272400 -0.4272400 0.6535100 -0.4125200 -0.4125200 -0.4125200 -0.3937500 -0.0710710 -0.1264200 0.2697000 0.1922300 0.3759400 -0.0081624 -1.1017000 -0.4170700 -0.4170700 -0.4170700 -0.4170700 -0.0060904 -0.0060904 -0.9924200 0.0000000 -0.4139900 -0.4200900 0.2975000 -0.4245100 -0.4245100 0.0865220 0.6494600 0.6494600 -0.4415600 -0.4311600 0.2288500 0.2288500 0.2288500 -0.3187900 -0.4588600 -0.4995500 -0.4287600 -0.4287600 -0.4025200 0.0258160 0.0258160 0.0258160 0.0336900 0.000 0.000 0.000 -0.352 0.362 0.362 -0.303 -0.204 0.649 -0.442 -0.442 0.229 0.229 0.249 0.249 0.000 0.000 0.000 0.414 1.099 0.258 -0.429 -0.403 0.670 -0.280 0.226 0.654 -0.413 -0.413 1.549 0.000 0.000 0.000 0.319 0.000 0.028 0.423 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 -0.352 0.362 0.362 -0.303 -0.204 0.649 -0.442 -0.442 0.229 0.229 0.249 0.249 0.000 0.000 0.000 0.414 1.099 0.258 -0.429 -0.403 0.670 -0.280 0.226 0.654 -0.413 -0.413 1.549 0.000 0.000 0.000 0.319 0.000 0.028 0.423 -0.417 -0.417 0.000 0.000 5.9149208 8.6506637 -0.9677581 8.4978443 4.6172397 9.9126268 9.6958362 7.9861834 9.7301145 2.2021983 7.8136376 NA NA 10.9518863 -0.9677581 9.9784532 7.1250352 9.6598118 11.5769986 13.9739676 2.7327251 11.3485596 11.5844668 1.2495060 9.2802056 NA 2.6172515 8.2392925 9.3631838 NA NA 13.8181391 8.2706826 8.8730559 1.6172515 8.5733745 9.2344019 9.5400726 11.8388277 10.1362215 -0.9677581 9.2754520 5.7601997 11.1785285 9.7712148 7.8524571 9.8323690 7.0929738 12.2403279 9.9526309 11.5173526 14.3608478 12.1697495 4.3542053 10.8476613 11.5839863 12.3574429 11.3876291 5.1408032 10.2854105 9.3776832 10.2943729 10.4251321 5.8524559 13.6635876 11.4695100 7.2417315 11.8987843 10.77037029 12.12321744 0.03224193 8.18202531 11.87835602 10.05533925 13.74060755 10.14471750 10.30156833 9.73963718 9.89258911 10.34799368 13.39003620 10.65203953 7.09297379 11.07906098 8.25144643 6.45854278 6.41598170 13.14080249 -0.96775807 5.63218968 11.75380449 9.25386521 6.85882647 10.92292233 5.96301627 4.93917015 4.52413265 5.85245585 9.76359714 2.35419824 NA 7.86832810 -0.96775807 8.60781742 10.20220306 11.63126101 13.64307220 9.55387846 11.01063097 11.21405144 5.89025941 -0.96775807 8.70116297 8.08484612 10.30257336 2.35419824 5.85245585 11.48683437 3.61723970 8.31768032 10.01313170 13.32840559 10.62660267 9.07940185 2.20219828 7.59452019 9.27677277 7.74995455 7.77374518 10.67838667 TCGA-85-8666 65 1 687 NA lung stage ib t2a n0 m0 male 2011 NA no 0 lung squamous cell carcinoma- not otherwise specified (nos) 55 1967 r0 white not hispanic or latino NA NA 2 4 2 3 1 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8422676 NA -0.9037381 7.5761638 NA 2.4182979 3.4886949 1.9037324 10.3252019 9.2009820 3.0032784 11.3823633 6.3252011 4.0505801 NA NA NA -0.9037381 1.6813593 8.7793779 11.3739612 8.6586257 0.6813143 8.0592790 3.0032784 10.7532549 NA NA 1.9037324 -0.9037381 8.2282401 0.0963968 13.8479268 10.1711937 11.0956786 12.3175172 4.8777442 NA 11.0092726 2.2663068 9.1251319 1.4182979 NA 1.6813593 11.4317512 4.8531374 11.4659806 12.2427928 11.4711510 9.4513599 2.7968261 NA 9.1131915 1.9037324 3.7968261 9.6219041 4.2663068 10.8641539 1.9037324 8.8595957 6.6120826 1.9037324 -0.9037381 NA 7.9101642 NA -0.9037381 9.3852494 4.9790284 1.0963968 NA 8.8002868 NA 3.6199412 1.4182979 2.4182979 1.4182979 NA 9.8537732 1.0963968 6.8106282 2.6813368 0.37957000 0.21018000 0.23457000 0.47238000 -0.23582000 0.22068000 0.22068000 -0.23704000 1.92530000 0.21776000 0.21776000 -0.00055444 0.44020000 -0.11770000 0.00374650 0.80986000 0.05565800 -0.00609040 0.00917050 0.00917050 -0.23741000 0.25574000 1.15230000 -0.23741000 -0.07947600 -0.07947600 0.22222000 0.22222000 -0.11600000 0.01181800 0.00000000 -0.02712400 0.21018000 0.21018000 -0.24800000 -0.23912000 -0.19571000 -0.19571000 -0.19571000 -0.23728000 -0.23582000 -0.23300000 -0.23300000 -0.24241000 -0.23929000 -0.24326000 0.21560000 0.21776000 0.21776000 -0.00369660 -0.11770000 -0.11770000 -0.11770000 -0.11770000 0.00930980 -0.03585700 -0.03585700 0.00374650 0.00374650 0.00374650 0.05565800 -0.16955000 -0.16955000 0.00917050 -0.23741000 -0.23741000 -0.02726100 -0.23080000 0.76312000 0.25574000 0.25574000 -0.23741000 -0.07947600 -0.07947600 -0.22416000 -0.23447000 -0.11600000 0.01181800 0.01181800 0.01181800 0.01181800 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 -0.237 -0.231 -0.231 -0.248 0.008 0.260 0.023 0.000 0.000 0.000 0.380 0.222 0.222 -0.224 -0.116 0.210 0.210 -0.180 0.000 -0.236 -0.236 0.221 -0.019 -0.028 0.216 0.218 0.218 0.000 0.440 -0.118 -0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 -0.237 -0.231 -0.231 -0.248 0.008 0.260 0.023 0.000 0.000 0.000 0.380 0.222 0.222 -0.224 -0.116 0.210 0.210 -0.180 0.000 -0.236 -0.236 0.221 -0.019 -0.028 0.216 0.218 0.218 0.000 0.440 -0.118 -0.118 0.000 0.000 8.4972627 7.9037379 0.0963968 3.5558162 8.0879051 9.5078941 10.8127740 8.6575946 11.0886135 5.2049076 5.5882349 NA 0.6813143 12.7545947 -0.9037381 10.5229625 8.5036509 9.0047758 11.0648448 14.0723655 2.7968261 11.0407292 11.0047759 2.5558162 10.1124950 NA 6.9101642 9.5588856 9.8293985 -0.8195975 NA 15.0565209 7.7933510 10.6086299 5.7688089 10.9375544 10.1577544 9.7837590 12.0309956 10.4075639 0.6813143 8.6888402 10.4478746 10.9069548 9.2612901 8.9465700 10.8591805 6.5721166 11.0793768 9.2862077 13.3304522 13.7612194 10.4081315 7.5558146 11.1407773 8.6336016 13.4746781 10.7767428 4.7263244 12.2427928 11.7354978 10.3490486 11.4398466 7.4317734 12.9281694 10.4681599 0.6813143 10.2042541 10.8724049 12.1859992 1.9037324 8.9605693 11.8422676 10.6832230 15.7895154 9.5761635 9.6343684 8.7670393 10.1187510 9.0822252 14.2630563 10.3252019 6.5721166 11.0903830 5.8645675 7.5599078 7.7510191 13.1909558 NA 8.2812587 11.4351196 9.3921521 9.0808018 10.1711937 7.7968229 7.3631702 6.3725082 3.0963799 9.5236960 1.4182979 6.1407766 8.0736633 -0.9037381 8.7811318 4.0032694 11.4659806 12.8920171 11.3643403 10.6850979 11.9332226 2.7968261 -0.9037381 6.0152455 12.0219377 10.7594965 3.4183114 9.6219041 12.1440184 6.9543638 4.0505801 10.8641539 12.0398138 10.7083302 9.9590205 6.0152455 8.6432776 8.9754150 10.2454952 6.4001639 10.4822456 TCGA-85-A4CL 65 1 921 NA lung stage ia t1b n0 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 40 1970 r0 white not hispanic or latino NA NA 5 3 1 1 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.1708865 10.3213866 NA -0.1689335 6.8253901 3.7852367 1.1529622 4.1885908 NA 3.5859240 5.7735507 0.8310665 8.6874625 7.0837027 5.8534044 0.8310665 -0.1689335 -1.1690957 0.4159749 -1.1690957 7.4234941 11.6132163 9.5925884 4.5859240 7.9807845 1.1529622 11.2337827 NA 5.0009600 NA -0.1689335 5.7499016 7.8168793 14.4053332 10.2066197 12.0261017 11.5124952 4.6639252 NA 12.4520587 3.0009555 6.3220074 3.3545932 4.6383925 NA 11.0317182 4.1164396 10.5644762 12.7587216 11.3935180 9.4329471 6.8808851 NA 9.0404906 0.4159749 0.4159749 10.3506734 6.3467371 10.4834340 4.7136793 8.7881392 5.5452827 -0.1689335 1.1529622 -1.1690957 6.4748935 1.1529622 NA 8.0404903 6.3148524 NA -0.1689335 10.8757728 NA 5.5725047 0.4159749 0.4159749 2.0009735 -0.1689335 8.7090879 NA 8.3585141 5.6446898 0.77080000 -0.00830050 0.03101400 1.66170000 0.03143600 -0.02630400 0.00249690 0.06579900 0.06579900 0.03877100 0.03877100 -0.03612900 0.02342600 1.58060000 0.00000000 0.04386500 0.04386500 0.00402430 -0.66421000 -0.72736000 0.74024000 0.72641000 0.02244400 0.02244400 2.80150000 2.22280000 0.01810300 -0.03367700 -0.05280100 -0.08187100 -0.72217000 -0.69360000 -0.06383100 -0.78513000 -0.02315500 -0.70469000 -0.70469000 -0.70469000 0.01251600 -0.72061000 0.06708800 -0.67325000 -0.67325000 0.02848100 0.00055048 -0.73196000 -0.71131000 0.03877100 0.04287400 0.32237000 -0.67472000 -1.29290000 -0.65370000 0.00083195 -0.03912200 -0.03912200 -0.11848000 -0.78724000 0.00000000 -0.08631700 -0.07441100 0.00402430 0.00402430 0.00138680 -0.03558500 -0.70172000 -0.77337000 -0.02931100 -0.77998000 -0.03367700 0.72641000 0.00974200 -0.13742000 -0.81974000 -0.68332000 -0.73358000 0.73967000 -0.06262900 -1.29290000 -0.08384500 -0.07894300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.664 0.000 0.000 0.000 -0.746 0.726 0.000 0.000 -0.137 -0.137 -0.694 0.061 0.000 0.000 -0.688 0.000 0.000 0.000 -0.705 0.000 -0.702 -0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.664 0.000 0.000 0.000 -0.746 0.726 0.000 0.000 -0.137 -0.137 -0.694 0.061 0.000 0.000 -0.688 0.000 0.000 0.000 -0.705 0.000 -0.702 -0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 8.2677488 7.3701957 3.5859240 7.0646566 6.8808851 9.8380645 9.8815660 5.9290690 9.3750355 1.8310260 7.3506732 NA 0.4159749 10.8967898 0.8310665 12.2144714 6.0978236 9.3779315 10.5184215 13.3840063 5.3701957 9.9336690 10.9683485 0.4159749 12.4213902 -1.1690957 5.6254517 8.2677488 10.0724125 -1.0445384 3.5859240 15.2792018 8.3798592 9.1608335 2.2904834 10.6074701 9.4018416 9.7067864 11.3987556 9.8897053 -0.1689335 9.6796601 8.0109460 11.2620123 9.1059975 9.9845892 8.5521365 9.0465702 8.6480206 7.5280047 12.3715285 14.1351745 12.5366695 4.9807839 10.1233588 8.0109460 12.8788427 10.5708177 5.9778340 12.7587216 10.4272268 9.9769693 9.7953780 4.7617746 14.3964668 13.3329365 5.0598571 10.4351269 10.5100773 11.0822236 2.9185007 9.2404281 10.3213866 11.4244282 13.8748748 9.3057572 9.5712479 8.5741886 9.6383921 10.6936745 15.3125212 3.5859240 9.0465702 10.2436070 6.1885888 5.7379274 8.4910329 10.8387652 NA 7.7617746 11.7232004 8.8083171 9.1336760 10.2066197 7.5383962 7.0884247 6.9909084 3.5314813 7.9782420 0.4159749 4.3546003 6.4457466 -0.1689335 9.4046843 2.4160020 10.5644762 14.1521196 9.5716611 10.9201565 11.1353885 6.8808851 0.8310665 4.5859240 10.0392715 8.6952234 6.2573011 10.3506734 10.6452190 9.0514153 7.4420619 10.4834340 12.6658044 10.4425231 8.4457470 5.4159986 6.3624190 10.0375814 9.0034645 7.5925886 10.2950723 TCGA-85-A4CN 56 0 NA 1038 lung stage iib t2b n1 m0 female 2012 NA yes 100 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 2 1 2 2 2 1 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1233815 NA 0.2202061 8.5843876 1.2202680 3.0276141 4.6621998 NA 10.3313885 5.9481733 -0.7796700 12.3077157 5.1028974 3.0276141 -0.7796700 NA NA 0.8052099 -0.7796700 7.7000332 11.4300108 7.7786738 4.2202526 7.8784642 NA 10.2068060 6.7671476 5.1744504 NA 0.8052099 4.7748398 NA 14.2552662 10.5662124 11.9364292 11.2300814 6.5601035 NA 12.5564804 0.2202061 8.6804833 1.2202680 NA 1.5421590 11.1636101 2.8076228 10.9141753 13.0477474 11.7305225 9.4174080 3.4681793 NA 10.3744380 NA 2.3901724 10.0106013 4.4297030 7.8748885 2.3901724 8.9867818 5.3077163 3.8641069 NA NA 6.7121060 NA NA 8.9206926 4.2202526 NA NA 11.0766783 1.0881416 3.8052202 NA 0.8052099 2.0276141 -0.7796700 8.8275831 -0.7796700 6.7976823 1.2202680 0.269230 0.134210 0.220990 2.327900 -0.349500 0.218680 0.248560 0.310010 0.310010 0.529930 0.529930 -0.360790 0.261370 -0.223540 0.101180 0.186920 0.186920 -0.065447 -0.351900 -0.351900 -0.262260 0.230400 0.222990 0.222990 0.182830 0.182830 0.278050 -0.373580 0.273540 0.000000 -0.381560 -0.370310 0.134210 0.220990 -0.391070 -0.367590 -0.368870 -0.368870 -0.375440 -0.349500 -0.349500 -0.349500 -0.349500 -0.368500 -0.368500 -0.292130 0.310010 0.529930 0.526250 -0.360790 -0.223540 -0.223540 -0.223540 -0.223540 -0.382460 -0.382460 -0.367710 -0.378870 0.138210 0.108970 0.186920 -0.361930 -0.361930 0.582910 0.230860 0.230860 -0.364650 -0.350300 0.231010 0.230400 0.230400 0.168000 0.635360 0.182830 -0.328550 -0.382010 0.247000 -0.143350 -0.143350 -0.143350 0.000000 -0.368 -0.368 -0.237 0.101 0.187 0.187 -0.362 -0.352 0.231 -0.350 -0.350 -0.294 -0.064 0.223 0.223 0.183 0.183 -0.370 -0.101 0.278 -0.374 -0.352 0.219 0.134 0.134 -0.369 -0.369 -0.350 -0.350 0.249 -0.120 -0.292 0.018 0.530 0.530 -0.361 -0.361 -0.224 0.039 -0.143 0.000 -0.368 -0.368 -0.237 0.101 0.187 0.187 -0.362 -0.352 0.231 -0.350 -0.350 -0.294 -0.064 0.223 0.223 0.183 0.183 -0.370 -0.101 0.278 -0.374 -0.352 0.219 0.134 0.134 -0.369 -0.369 -0.350 -0.350 0.249 -0.120 -0.292 0.018 0.530 0.530 -0.361 -0.361 -0.224 0.039 -0.143 0.000 9.1598320 7.3801242 -0.7796700 7.7280477 6.2426216 10.5455583 9.9267489 8.1831490 8.8404727 3.6796828 6.7516338 NA 0.2202061 11.8802487 1.8052099 11.4280572 7.3182852 9.5240335 10.4449238 14.7384756 4.3077127 10.0782338 10.6407394 NA 9.5091188 -0.7796700 2.9206935 8.4681805 10.7040535 -0.7093397 1.2202680 15.0040184 7.7161081 9.5308655 5.6796856 10.7030608 9.7270563 10.1642327 11.9368579 9.7389060 0.8052099 9.7369378 9.1613005 10.1353853 8.6631962 7.6465177 9.9232912 8.6714639 11.3207936 7.9784759 13.2283312 13.4976129 10.8735458 10.3488917 10.6044969 6.3901776 12.4243654 10.7359526 5.3885753 13.0477474 11.3146604 10.7055790 10.4137782 6.6211317 13.6535924 13.3387073 2.9206935 9.7824952 10.830355 9.658005 -0.779670 9.637050 11.123381 10.227981 14.248761 9.689895 10.231375 8.272821 9.887329 10.201106 14.438021 10.331388 8.671464 11.049183 5.487039 6.671463 8.197533 12.605576 NA 7.514873 11.506522 8.614715 8.793900 10.566212 6.568981 6.988437 5.975139 5.102897 8.973470 2.390172 5.975139 8.096770 NA 9.121120 3.542184 10.914175 12.448621 9.950723 10.596378 10.908066 3.468179 -0.779670 NA 12.541476 10.648089 3.220253 10.010601 11.898633 9.326161 3.468179 7.874889 11.886699 10.127895 8.999972 3.468179 7.364911 9.649607 9.255052 6.885589 9.603957 TCGA-85-A4JB 74 0 NA 942 lung stage iib t3 n0 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 white not hispanic or latino NA NA 1 4 2 3 3 3 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5431712 NA 1.2082051 8.2613390 1.4712395 1.4712395 3.1342209 NA 8.4954781 6.8520838 3.0562193 10.5120084 9.1612599 8.4561552 -0.1137230 4.6936542 NA 1.2082051 -0.1137230 6.2956900 12.0508922 6.3620332 3.2786242 9.1889384 3.1342209 12.5092664 NA 5.0761229 NA NA 9.1018326 NA 12.9606902 9.8571245 10.5019291 11.3279469 4.8863014 -1.1137230 10.0065373 7.6839610 8.8165786 2.0562367 1.4712395 9.9204106 11.4105106 3.3457370 9.9523888 11.1392605 10.0951435 10.6264429 5.5867377 NA 9.2710832 0.8862770 5.3457299 9.1090944 3.7931884 10.9967828 3.5301582 9.1600950 8.5247352 0.4712395 -1.1137230 -0.1137230 7.1054675 NA 7.0512068 9.4000270 6.4019990 4.3457299 2.2082363 8.8891145 7.2164093 3.0562193 4.6910763 3.0562193 8.2956904 3.8404934 8.1717017 2.8862965 7.1670698 0.3871419 -0.0459060 0.5081100 -0.0147780 0.3154600 0.7383400 0.6673400 -0.3021600 0.2344200 0.2344200 0.1628000 0.1628000 2.6085000 0.7606300 0.1826800 0.2649800 0.2918300 -0.1253800 -0.3773000 0.5190900 0.6408500 -0.0628980 -0.1339300 0.1605500 0.1605500 0.0566550 0.4468100 1.1571000 0.5060200 0.4804500 0.0525250 0.1444400 -0.4141000 0.5081100 -0.0460150 -0.0147780 -0.3467600 -0.3391800 -0.3391800 0.2429500 -0.0042929 0.7383400 -0.2219400 -0.2219400 -0.3021600 -0.3430800 0.2336500 0.1987800 0.1628000 -0.2113100 -0.4643000 -0.3405600 -0.3405600 -0.3405600 -0.9331200 0.5203100 1.4783000 -0.3397500 -0.0495590 0.2649800 0.2649800 -0.0495590 0.2262300 -0.0069195 0.5190900 -0.0628980 -0.0628980 0.2022800 -0.3490500 -0.1339300 -0.1339300 -0.1339300 0.1724200 -0.3656700 0.4468100 0.2085000 0.2143800 0.4804500 0.0030522 0.0030522 0.0763720 0.0763720 0.370 0.000 0.000 0.265 -0.125 -0.125 -0.335 0.519 0.000 0.116 -0.233 -0.134 -0.134 0.161 0.161 -0.366 0.000 0.000 0.000 0.506 0.506 0.214 0.480 0.508 0.000 -0.109 0.230 0.000 0.000 0.245 -0.057 0.234 0.234 -0.032 -0.195 -0.442 0.319 -0.341 -0.341 0.000 0.000 0.370 0.000 0.000 0.265 -0.125 -0.125 -0.335 0.519 0.000 0.116 -0.233 -0.134 -0.134 0.161 0.161 -0.366 0.000 0.000 0.000 0.506 0.506 0.214 0.480 0.508 0.000 -0.109 0.230 0.000 0.000 0.245 -0.057 0.234 0.234 -0.032 -0.195 -0.442 0.319 -0.341 -0.341 0.000 0.000 8.765883 8.100619 NA 7.572800 6.329244 9.122314 11.049320 8.314660 9.692043 0.886277 6.857843 NA -0.113723 12.047274 0.886277 10.838677 6.952388 9.214974 10.916515 13.578588 4.243852 11.077359 11.712252 4.848848 12.159658 1.693677 1.886316 9.949020 10.008474 2.511569 5.190081 14.587091 8.053717 9.067452 5.076123 10.406918 10.438008 10.671343 12.267166 9.640352 NA 10.530606 9.637844 11.685581 9.738049 8.403969 11.857124 8.051206 11.314900 7.051207 10.822569 13.524339 11.043015 6.370115 10.858920 8.486212 12.849647 10.782253 5.535341 11.139261 10.294629 9.981037 11.038267 7.115119 12.942494 9.770470 3.793188 11.919722 10.4642003 10.5525235 2.9737582 9.6344924 11.5431712 10.9231600 12.8379458 10.0674517 9.6180343 9.7628165 10.1740119 9.2294853 12.7076749 8.4954781 8.0512062 11.7750428 9.1294734 6.5229236 8.7144361 12.7953488 -1.1137230 6.8051622 11.4012601 9.8111120 8.6511712 9.8571245 8.2978104 6.9737628 5.1342250 6.8806525 9.4010135 2.8862965 NA 8.7112581 0.4712395 9.1969124 7.7780830 9.9523888 13.0120358 10.6598508 10.4973242 11.2586204 5.5867377 -1.1137230 9.0181565 11.6302924 10.5471867 4.3781509 9.1090944 11.3030970 6.0258505 6.6807154 10.9967828 12.1488348 10.3405988 8.6142199 3.5867407 4.5010123 9.8484580 9.5337580 7.3781526 11.6511711 TCGA-85-A4JC 84 1 604 NA lung stage iia t2b n0 m0 male 2012 NA no 50 lung squamous cell carcinoma- not otherwise specified (nos) 25 NA r0 white not hispanic or latino NA NA 3 4 2 3 1 1 3 4 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6422791 10.3801908 -0.6422791 NA 7.9798750 -0.6422791 -0.6422791 3.6797503 NA 10.4446227 7.7756755 0.9427585 11.5012061 11.0293640 4.4022174 -0.6422791 NA -0.6422791 -0.6422791 NA 7.6842521 10.4909652 6.7756748 4.7840851 8.3178250 4.2647166 12.9674634 NA 4.1651804 -0.6422791 -0.6422791 7.4452856 1.3578335 14.2327068 10.9577358 11.4476044 12.3054599 5.5672777 NA 11.1883381 1.3578335 9.2334033 2.3578335 NA 2.3578335 10.4835722 3.3578194 8.2707121 11.5788058 10.5818246 10.6807369 4.7840851 NA 8.8774593 0.9427585 1.9427960 9.6140316 3.4452897 9.7109698 0.3578335 8.7966146 5.8172549 3.5277460 NA -0.6422791 7.2095723 NA NA 8.3465075 6.5962270 3.8813808 NA 10.6075289 1.7418768 4.0582645 -0.6422791 -0.6422791 7.2647138 5.9871799 8.0857433 0.3578335 6.0016784 1.9427960 0.187370 0.526430 -0.033571 0.528880 0.179500 1.000100 0.522410 -0.158220 -0.158220 0.094927 0.094927 0.149650 0.149650 -0.149780 -0.108540 0.022444 0.182680 0.303620 -0.149520 -0.149520 0.609550 0.211920 -0.154520 -0.159750 -0.115080 -0.115080 0.217140 0.217140 0.214990 0.019923 -0.128880 0.187370 0.014749 -0.364880 -0.029584 -0.154130 -0.172210 -0.172210 0.514720 0.179500 0.179500 0.000000 0.000000 -0.553970 -0.159240 -0.158220 -0.162300 0.094927 0.094927 -0.225520 -0.149780 -0.149780 -0.149780 -0.149780 -0.148750 -0.148750 -0.153980 -0.108540 -0.108540 -0.108540 0.183590 -0.046177 0.303620 -0.149520 0.196950 0.196950 -0.141160 -0.141160 -0.122260 -0.122260 0.211920 -0.159750 -0.115080 -0.115080 -0.170180 -0.149650 0.192990 0.019923 0.019923 0.019923 0.019923 -0.154 -0.154 -0.109 -0.109 0.000 0.000 0.304 -0.150 0.197 -0.141 -0.141 -0.126 -0.126 -0.160 -0.160 -0.115 -0.115 0.187 0.187 0.217 0.217 -0.150 0.215 0.000 0.000 0.361 0.515 0.180 0.180 0.841 -0.159 -0.158 -0.158 0.000 0.000 -0.076 0.150 -0.150 -0.150 0.000 0.000 -0.154 -0.154 -0.109 -0.109 0.000 0.000 0.304 -0.150 0.197 -0.141 -0.141 -0.126 -0.126 -0.160 -0.160 -0.115 -0.115 0.187 0.187 0.217 0.217 -0.150 0.215 0.000 0.000 0.361 0.515 0.180 0.180 0.841 -0.159 -0.158 -0.158 0.000 0.000 -0.076 0.150 -0.150 -0.150 0.000 0.000 8.0443236 6.4346382 0.3578335 6.8416386 9.0530513 7.8892046 9.4131053 7.7109696 11.6518693 -0.6422791 8.1326097 NA 1.3578335 10.9376103 NA 11.1863561 6.4558549 8.5377321 10.0919313 13.9801036 4.3120189 10.9409057 10.8203252 1.3578335 11.2959322 NA 7.4819439 9.9427854 10.2319821 6.4815298 3.7501455 14.5061406 6.6524435 8.9798747 4.0016762 11.7139998 9.2358737 9.226646 11.118959 10.112710 1.679739 10.128487 6.817255 11.680878 9.665024 7.702119 9.816230 8.463732 10.413763 8.418519 11.270712 14.434096 11.810322 7.209572 10.032015 8.487106 12.907968 10.624610 4.256029 11.578806 11.437974 10.869576 9.229728 7.605751 14.036436 8.690978 1.679739 9.654739 10.7656218 12.1291061 2.1651723 7.8969820 10.3801908 10.7203147 15.3903827 9.0857433 9.4646213 9.2142484 10.2863413 8.5402172 14.9466547 10.4446227 8.4637316 10.0763559 7.3801909 6.0857433 8.4637316 12.9551772 NA 7.7109696 11.4783848 9.1473566 8.6909782 10.9577358 7.1391830 6.4239126 6.3912453 5.1907136 8.5914427 -0.6422791 3.0582645 6.9725330 2.1651723 8.4611106 7.5024810 8.2707121 13.1090531 10.6287022 10.3156505 10.7214102 4.7840851 NA NA 11.4976940 9.8069717 3.0582645 9.6140316 11.0236029 6.4131049 5.1651763 9.7109698 12.1710029 10.3178249 9.1843713 NA 7.7544279 10.1835608 9.2766862 7.3967418 9.2870814 TCGA-85-A4PA 61 0 NA 741 lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1972 r0 white not hispanic or latino NA NA 2 4 1 6 3 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.1810260 0.1764504 2.7614129 6.4983817 0.1764504 1.4984041 5.9313427 4.9838099 6.3363262 3.8768902 -0.8234219 0.7614555 4.4983849 2.7614129 0.1764504 NA NA NA 5.1071899 8.3134454 11.3862124 9.0636750 4.8203117 9.7472588 2.1764504 7.0590978 0.1764504 3.3463754 NA 2.4983785 9.4052732 NA 15.4896195 9.0863475 9.5427767 5.8058109 0.1764504 NA 10.1764544 5.8906996 7.9930861 4.6358879 NA NA 12.0830707 7.8333443 9.9659881 10.6647967 11.6700598 9.2137954 4.7000179 NA 8.8094495 NA 4.6683064 11.0897179 8.5964145 10.4279368 NA 8.6069071 7.5251825 4.7310420 NA 1.4984041 6.4618559 1.7614129 NA 9.6121247 5.7000152 NA -0.8234219 11.2164016 NA 8.4004560 3.8203117 3.3983367 0.1764504 NA 10.2908475 -0.8234219 7.2692118 6.8662428 -0.00603940 0.00249690 0.00093538 0.01000600 0.00346870 -0.00512270 -0.00512270 -0.00415460 -0.00415460 0.00332990 0.00332990 -0.00235530 -0.00235530 -0.00277070 -0.01244600 0.01014600 0.00086288 0.00458000 -0.00207840 -0.00207840 0.00541390 -0.00290910 0.00458000 0.00458000 -0.00595220 -0.00595220 -0.00871460 -0.00871460 -0.00318590 0.00411790 -0.00603940 -0.00603940 0.00458000 0.00093538 -0.00553750 0.00221930 0.01000600 0.01000600 0.01000600 0.00346870 0.00346870 0.00708260 0.00708260 -0.00512270 -0.00512270 -0.00415460 0.00666530 0.00332990 0.00332990 0.02076300 -0.00277070 -0.00277070 -0.00277070 -0.00277070 0.00000000 0.00000000 0.00000000 -0.01244600 -0.00719580 -0.00719580 -0.01555900 0.00458000 0.00458000 -0.00207840 -0.00466920 -0.00466920 0.00972760 -0.00802440 -0.00290910 -0.00290910 -0.00290910 0.00708260 -0.00595220 0.00638710 0.00485790 0.00485790 -0.00961800 0.01980700 0.02314500 0.00411790 0.00411790 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.5460517 8.0406404 4.0833410 -0.8234219 8.0590973 10.4618566 10.7170668 7.8368785 9.0742999 NA 8.5815960 0.1764504 3.3463754 11.5079312 4.7000179 11.6825140 5.3262030 8.7576550 11.1016231 12.6490184 7.9998219 11.2582707 12.3790374 1.8064066 6.0590978 1.1764504 3.9313427 9.3748995 8.9478780 1.0164250 -0.8234219 8.5794664 8.1422388 9.3871258 4.6358879 9.9878292 11.2033237 10.275145 11.894773 10.321750 NA 10.610561 10.477379 10.821212 8.680280 7.816700 10.133556 5.746310 6.746310 5.346379 10.258603 13.123361 9.341361 10.228343 10.813532 10.318561 13.415158 10.688701 5.709395 10.664797 11.296368 10.617324 10.903949 7.947944 14.399825 4.534006 6.715613 10.423789 9.3463794 11.4739439 3.3463754 9.6980549 12.1810260 10.6807769 12.6053327 11.0874719 9.6345533 8.4291201 9.8284031 9.1679763 17.5589560 6.3363262 5.7463101 11.7761348 8.2043603 9.4583845 11.1908237 8.3588490 NA 11.1447612 10.1277392 10.6430407 8.2208484 9.0863475 8.9627240 11.1950024 10.7228666 5.7463101 9.1834818 1.7614129 -0.8234219 8.3134454 5.4618559 10.0172324 3.5687739 9.9659881 13.3008989 10.5709171 11.3309561 11.3426175 4.7000179 NA NA 10.7884014 10.7888622 6.6027196 11.0897179 11.1647841 4.4983849 4.6027182 10.4279368 12.9216035 10.0006177 11.1182356 NA 8.3236592 12.6206670 10.1182356 7.4525790 10.1057128 TCGA-85-A4QQ 68 1 927 NA lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1960 r0 white not hispanic or latino NA NA 1 1 1 2 1 1 3 4 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3738220 NA NA 7.3879492 NA -1.1513620 1.1706942 NA 2.9362516 10.6371011 NA 6.0871955 2.6561531 2.6561531 -0.1512018 NA 0.8487982 0.4337073 NA 6.4186470 11.3428961 5.2917325 2.0187054 8.0871955 1.6561302 11.6051384 NA NA -1.1513620 NA 7.5387888 -1.1513620 12.8217668 10.2618896 12.4015798 12.3241441 2.5492256 NA 11.0727923 -1.1513620 9.5630704 2.0187054 NA 0.8487982 10.4715838 3.4926480 10.2405712 12.1471396 11.9750111 9.2728623 5.3406442 NA 9.5052155 10.1611063 1.6561302 11.6983912 2.3082152 11.2724318 NA 7.2453958 4.6561474 0.8487982 NA -0.1512018 6.3486361 NA NA 9.4890355 8.4318732 NA -1.1513620 9.9735582 NA 2.3082152 1.1706942 1.1706942 10.7013202 5.0187143 7.7913049 -0.1512018 7.0533623 1.1706942 0.1676600 0.0831340 0.0831340 0.7273500 -0.0733430 0.6957700 0.6957700 -0.1187400 -0.1187400 0.3766000 1.3360000 -0.4540400 1.0783000 -0.0847750 3.6569000 -0.0764120 -0.0764120 0.0474100 0.1096400 0.1333200 -0.3906300 -0.3010800 0.0895490 -0.4125600 0.0597940 0.0597940 0.2745800 1.1604000 0.1704600 0.0778620 0.1240800 0.1240800 0.1137400 0.0831340 0.0831340 -0.3589700 -0.3589700 -0.3589700 0.7273500 -0.0733430 -0.4486800 -0.4500700 -0.4500700 -0.1307000 -0.1307000 -0.1187400 -0.1187400 0.3766000 -0.1496500 -0.4540400 -0.1339300 -0.9573200 -0.0847750 -0.0847750 -0.2048600 -0.2048600 -0.2048600 -0.4425300 -0.1132500 0.3976100 -0.0926100 -0.4168500 0.0474100 0.1096400 -0.3906300 -0.3906300 0.0552120 0.0711040 -0.6664200 -0.1332900 -0.3010800 -0.4125600 0.0597940 0.0597940 0.0582140 0.0782940 0.1704600 -0.0019399 -0.0019399 -0.0019399 0.0000000 -0.205 -0.205 -0.443 -0.443 0.000 0.000 0.000 0.133 -0.391 0.000 0.000 -0.272 -0.272 0.000 -0.413 0.000 0.000 0.124 0.124 0.275 0.275 0.000 0.170 0.000 0.000 -0.359 0.727 -0.450 -0.450 0.696 0.153 -0.119 -0.119 0.377 0.377 -0.454 0.624 0.000 0.000 0.000 0.000 -0.205 -0.205 -0.443 -0.443 0.000 0.000 0.000 0.133 -0.391 0.000 0.000 -0.272 -0.272 0.000 -0.413 0.000 0.000 0.124 0.124 0.275 0.275 0.000 0.170 0.000 0.000 -0.359 0.727 -0.450 -0.450 0.696 0.153 -0.119 -0.119 0.377 0.377 -0.454 0.624 0.000 0.000 0.000 0.000 4.9573157 6.2238299 NA 5.8822126 9.1202537 6.6366928 11.1111791 9.4403129 12.6507010 -0.1512018 6.3565858 -1.1513620 0.4337073 12.8919033 -1.1513620 11.4050571 8.1132332 8.6317889 10.8103706 14.1099306 2.8487982 10.6432065 11.8538888 1.1706942 13.4843387 NA 3.4926480 9.4243299 9.7360036 4.1345660 -0.1512018 16.2224545 7.6657743 8.6753393 1.1706942 11.0092924 10.6078465 11.371617 12.096421 9.993449 -1.151362 8.708326 10.584770 11.844204 8.483602 6.865598 11.982254 6.556150 11.428804 5.860017 10.730287 13.759199 11.407450 4.779528 10.279766 6.837475 13.058396 10.235731 5.658977 12.147140 11.941878 10.883590 10.585615 6.882214 14.031331 8.358565 5.463501 9.014954 11.5306878 10.2314146 -0.1512018 9.2019374 11.3738220 10.8780778 15.9982480 9.3565853 8.6069470 8.6086788 9.6423940 9.5638947 13.5811701 2.9362516 6.5561504 10.9905785 7.7036593 4.4926480 6.7375340 12.4883574 NA 6.2666423 10.5957247 9.0361426 11.2327648 10.2618896 5.1525728 5.7556808 4.7556834 2.4337607 8.9067824 0.4337073 1.4337607 6.8145748 -1.1513620 8.6301502 5.6301492 10.2405712 13.4234433 11.7817435 10.4043384 10.1969655 5.3406442 NA 0.4337073 9.5656101 8.9148799 2.7556781 11.6983912 11.0509145 3.1707263 6.6625715 11.2724318 13.4110927 10.9242698 8.0895818 NA 5.4926480 8.3015259 9.9269414 6.9256067 10.0466216 TCGA-85-A4QR 67 0 NA 600 lung stage ib t2a n0 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 50 1961 r0 white not hispanic or latino NA NA 5 1 3 2 2 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6257995 NA 5.6069307 8.9301930 1.4370146 NA 3.6069278 -1.1478413 10.3760940 6.5030943 NA 1.1739589 2.9395087 0.8520788 NA 0.8520788 -1.1478413 0.4370146 NA 4.1739669 11.8918180 8.1211688 2.3114741 8.1649250 NA 12.3207934 NA 2.3114741 NA NA 7.0418672 NA 13.0420983 9.9321935 11.3486463 11.1272937 2.3114741 NA 11.2962806 -0.1480012 7.8027438 -1.1478413 NA NA 11.7692277 -1.1478413 11.0817622 13.4488695 10.2084941 11.5863389 0.8520788 NA 9.2772581 NA 6.8407263 10.4341841 1.1739589 9.6762053 2.3114741 8.9461197 0.4370146 1.8520388 NA 1.1739589 4.4370013 NA -1.1478413 8.9553300 5.6334021 NA -1.1478413 10.3358579 -0.9091466 0.4370146 NA NA -0.1480012 -0.1480012 5.0808623 NA 7.2824945 1.1739589 0.0425900 3.6569000 0.1046800 1.3727000 0.0708170 1.3338000 1.9529000 2.5403000 -0.2207100 0.4999500 0.4999500 3.6569000 0.6258800 -0.4450200 0.4164700 0.4481600 1.1503000 -0.4304000 -0.0965720 -0.0965720 0.0377820 0.5839900 -0.3869400 -0.6819500 1.0923000 -0.4709900 -0.2726000 0.2395400 0.7823400 0.8946700 -0.4376700 -0.4248400 0.4211600 0.1046800 -0.3477900 -0.2903500 -1.2929000 -0.3707600 0.4476500 -0.4482500 -0.4294200 -0.4459500 -0.4780100 -0.4413500 -0.4413500 0.3893200 -0.2974500 0.4999500 0.0020805 -0.9527500 -0.4970300 -0.4450200 -0.4450200 -0.4450200 -0.1305700 -0.1305700 0.1746800 -0.4484600 0.4164700 0.4164700 0.0035494 -0.4450000 -0.4450000 1.3540000 0.0377820 0.0377820 -0.4497500 -0.4445800 1.0088000 0.5121100 0.5839900 0.0000000 -0.0204120 -0.4709900 -0.4116800 -0.7506300 0.7823400 -0.5596800 -0.5133400 -0.5133400 1.0310000 -0.131 -0.131 -0.448 -0.032 0.448 0.275 -0.432 0.000 0.000 -0.445 -0.445 -0.438 0.512 -0.387 0.000 0.299 0.299 0.000 0.000 -0.273 0.240 -0.412 0.782 0.421 0.105 -0.290 0.157 -0.429 -0.429 0.892 -0.441 0.346 -0.297 0.500 0.500 -0.327 0.626 -0.445 -0.445 -0.513 -0.314 -0.131 -0.131 -0.448 -0.032 0.448 0.275 -0.432 0.000 0.000 -0.445 -0.445 -0.438 0.512 -0.387 0.000 0.299 0.299 0.000 0.000 -0.273 0.240 -0.412 0.782 0.421 0.105 -0.290 0.157 -0.429 -0.429 0.892 -0.441 0.346 -0.297 0.500 0.500 -0.327 0.626 -0.445 -0.445 -0.513 -0.314 9.0480293 7.5066781 NA 7.5765561 5.4667511 7.4519554 10.0880564 8.5756005 8.8062383 -0.1480012 7.5066781 NA -1.1478413 11.3068555 NA 9.8674990 7.0760438 8.7634341 11.2506629 13.9064345 2.6593994 9.9275212 10.8861533 0.5300707 11.6612073 NA 7.5901341 8.8646666 11.9117212 NA -1.1478413 14.8418357 7.7438260 8.9979743 5.4218965 8.9113866 10.5367908 10.459372 11.791070 10.427581 NA 12.660705 6.182958 11.269895 8.408548 8.297057 9.795290 10.512484 10.687264 12.557998 11.959096 13.983779 10.771650 2.021977 10.447300 10.433713 13.285823 11.839839 5.613196 13.448870 10.286670 10.344396 10.252388 8.644833 14.234228 12.826277 5.606931 12.988953 10.6472701 11.4642195 -1.1478413 9.1235051 11.6257995 11.0940253 14.2183281 9.8449805 9.8336736 8.4275815 9.7115770 10.7604347 11.6934099 10.3760940 10.5124838 11.1742520 7.7709057 1.8520388 7.3834235 8.9100337 NA 4.5244649 12.1333926 5.3598374 6.9341909 9.9321935 8.3697116 3.1739749 0.8520788 3.3756094 8.2887535 0.4370146 2.3114741 6.3756042 NA 8.7513991 4.0999684 11.0817622 12.3027379 10.4579845 10.7996791 11.2553205 0.8520788 0.4370146 6.4667527 7.5628484 11.8232264 3.0999684 10.4341841 11.3244791 1.8520388 5.1918903 9.6762053 11.8312887 10.0338156 7.5968763 1.1739589 7.2991256 8.7647966 9.2117917 7.2741069 9.9268527 TCGA-85-A50M 47 1 826 NA lung stage iia t2b n0 m0 male 2012 NA no 60 lung squamous cell carcinoma- not otherwise specified (nos) 15 1997 r0 asian not hispanic or latino NA NA 2 4 NA NA 4 3 3 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0916345 -0.2481079 NA 7.9613768 -1.2481079 -0.2481079 6.5812021 NA 9.4815444 3.7519243 2.0738545 10.3288803 6.1269625 5.5201079 -0.2481079 -1.2481079 NA 1.7751770 NA 8.0419427 12.1882448 9.9061089 0.3368546 8.6558055 2.9218552 9.9080067 NA NA NA -0.2481079 7.4798441 -0.2481079 13.9831809 8.9442166 9.4738772 10.4239069 6.8072055 NA 9.9386569 1.5592960 9.3328135 4.0373295 NA 1.0738202 11.4005104 4.6375001 11.4419216 11.5000305 10.4523634 9.9232380 2.8393953 NA 9.6542988 -1.2481079 4.2437757 11.5451205 3.9998467 9.9061089 NA 9.5997641 4.6588170 4.6099027 0.7518921 NA 7.6067923 -1.2481079 1.0738202 9.6663089 5.2437757 NA 0.7518921 8.4644506 1.1902356 4.5332830 -1.2481079 1.0738202 -0.2481079 2.2113549 9.3340656 NA 7.2235992 0.4787130 0.209430 0.151440 0.151440 -0.032723 0.000000 0.596920 0.620790 -0.122970 -0.122970 1.098300 0.820230 -0.191120 -0.191120 -0.168280 0.187070 -0.174240 -0.163570 -0.164970 0.440710 0.460750 -0.184330 0.092750 0.328500 0.091361 0.490280 0.538720 0.233650 0.233650 0.299310 0.316260 0.209430 0.209430 0.081869 0.151440 0.151440 -0.042309 -0.032723 -0.032723 -0.032723 0.000000 0.000000 0.000000 -0.387160 -0.319610 -0.329850 -0.014778 -0.122970 0.820230 0.217140 -0.191120 -0.320300 -0.187480 -0.187480 -0.168280 0.119460 0.119460 -0.172210 -0.015879 -0.227610 -0.343200 -0.163570 -0.166500 -0.166500 0.440710 -0.171700 -0.171700 -0.066252 -0.119260 0.092750 0.092750 0.092750 0.639380 -0.079210 0.538720 -0.063435 -0.063435 0.303780 -0.369630 -0.369630 -0.369630 0.316260 0.119 0.119 0.000 0.000 -0.174 -0.174 0.434 0.461 -0.172 0.000 0.000 0.000 0.000 0.264 0.264 0.000 0.539 0.209 0.209 0.234 0.234 0.000 0.304 0.151 0.151 0.000 0.000 0.000 0.000 0.551 0.000 0.000 -0.108 1.098 0.820 -0.191 -0.191 -0.168 -0.168 -0.053 0.316 0.119 0.119 0.000 0.000 -0.174 -0.174 0.434 0.461 -0.172 0.000 0.000 0.000 0.000 0.264 0.264 0.000 0.539 0.209 0.209 0.234 0.234 0.000 0.304 0.151 0.151 0.000 0.000 0.000 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8.678220 -1.248108 4.533283 8.576882 NA 9.154936 4.980743 11.441922 12.344731 11.431404 12.648067 11.329352 2.839395 NA 7.186552 11.823721 9.625368 4.634564 11.545121 12.058697 9.036169 7.581647 9.906109 11.685430 9.681182 8.974719 NA 10.037326 9.212328 10.288657 6.844681 11.274260 TCGA-85-A50Z 57 0 NA 493 lung stage iia t2b n0 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 45 1973 r0 white not hispanic or latino NA NA 4 4 2 5 1 1 1 4 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1190325 NA 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12.507602 NA 7.390507 10.280738 8.481737 7.216067 10.611611 7.382470 7.531650 5.626573 2.483622 8.742575 NA 1.706022 6.898655 NA 8.611181 4.943049 10.070456 13.600935 10.628700 10.707618 11.524820 2.220578 NA NA 9.941681 7.033080 4.805545 9.570195 11.932249 4.706011 3.358087 10.570637 12.839427 11.053472 8.269342 NA 9.048401 9.698543 9.547910 8.043312 10.115400 TCGA-85-A510 74 0 NA 482 lung stage iib t2b n1 m0 female 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 45 1967 r0 white not hispanic or latino NA NA 4 4 1 6 3 3 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9179468 -0.8551705 NA 8.0182519 -0.8551705 0.1448295 5.3523101 3.1448132 10.1734043 7.9424693 3.6042374 4.5371221 3.5371221 3.3927296 0.1448295 NA 1.1448295 NA 0.7297920 8.0814456 10.9988968 11.2021225 5.1448091 8.6545827 1.4667576 6.5877505 4.6993962 NA 5.0274505 2.6042374 5.3147328 11.4431566 13.6286851 9.3700149 10.6371615 8.2715121 5.0990048 0.7297920 10.2155994 2.9521658 7.8201298 3.4667315 0.1448295 7.7595174 11.4093528 5.3346326 10.8671882 10.6240220 9.6406627 9.9561100 2.6042374 NA 8.7316472 NA 4.8727303 9.0320281 6.2945546 8.5198469 0.1448295 9.4069025 5.6042404 5.4667348 0.1448295 1.1448295 7.5918911 4.0990006 -0.8551705 10.0696201 4.9261655 NA -0.8551705 10.8163487 -0.3697809 5.2945546 3.1448132 2.8452492 9.7089571 2.8452492 8.8828998 8.4531467 8.9261673 3.0372065 0.000000 0.317550 0.372650 0.883660 -0.147980 1.830400 2.483100 -0.163570 -0.163570 0.301540 -0.185340 0.821380 0.878790 -0.194880 0.318390 0.329140 0.341280 -0.172970 3.656900 -0.201490 0.316910 0.302020 1.000500 -0.147850 0.134350 3.656900 0.783500 0.783500 0.271270 0.092025 0.000000 0.000000 0.317550 0.372650 0.372650 -0.164080 -0.683140 -0.683140 0.883660 -0.147980 -0.147980 -0.147980 -0.147980 -0.175880 -0.175880 0.545890 -0.163570 -0.185340 -0.185340 0.769060 -0.184410 -0.184410 -0.194880 -0.194880 0.268440 0.268440 -0.198000 0.342420 0.318390 0.347460 0.341280 -0.223460 -0.664670 0.334320 0.316910 0.316910 0.454960 0.454960 -0.279770 0.302020 0.928810 -0.147850 -0.264200 0.224070 -0.212060 -0.212060 -0.282750 0.097397 0.694090 1.179300 0.092025 0.258 0.060 -0.229 0.089 0.341 0.341 -0.173 -0.176 0.317 0.455 0.455 0.022 0.302 0.823 -0.148 -0.090 0.174 0.000 0.000 0.783 0.783 -0.212 -0.283 0.318 0.318 -0.164 0.720 -0.148 -0.148 1.830 1.655 -0.164 -0.164 -0.164 -0.164 0.879 0.879 -0.184 -0.184 0.000 0.000 0.258 0.060 -0.229 0.089 0.341 0.341 -0.173 -0.176 0.317 0.455 0.455 0.022 0.302 0.823 -0.148 -0.090 0.174 0.000 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9.0755449 10.9286244 NA 8.2766646 10.9327102 9.2296160 8.7391322 9.3700149 7.8828998 7.5067511 7.2428397 5.2322693 10.5658205 6.3542617 NA 5.7146632 -0.8551705 9.0755449 5.0990048 10.8671882 13.1697741 10.6431582 10.2983597 11.1685619 2.6042374 1.9521472 NA 10.2342581 9.5700234 4.0990006 9.0320281 11.7659437 4.5371221 7.4757245 8.5198469 13.0113138 10.4074898 8.7127636 NA 9.8181167 9.5456657 10.2000900 8.4232571 10.2734464 TCGA-85-A511 62 1 455 NA lung stage iib t2b n1 m0 male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 40 1972 r0 white not hispanic or latino NA NA 2 4 2 1 3 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1379653 11.2162935 NA 2.7689253 7.6854111 2.7689253 2.7689253 6.7868564 0.4469972 9.8400394 5.8162413 0.4469972 12.1829856 10.4591655 4.7689359 NA 2.5624745 NA 3.9354315 NA 7.5694030 11.4806590 9.1040273 3.5624867 8.9281331 3.3856105 11.3833991 2.4469972 5.4319004 NA 3.3856105 7.2966721 NA 15.0660785 10.1862246 11.4542675 11.5884751 7.3816805 -0.1379653 11.3111927 3.9495069 8.6661104 2.5624745 NA 5.1658235 11.3551990 3.5070588 11.0854424 12.9309902 10.9321650 10.0343653 4.4470039 NA 10.1646830 NA 2.3214664 9.8271069 5.7324076 10.5882623 NA 9.4610271 5.6564592 5.5202557 -1.1379653 NA 6.9705684 NA NA 9.7215789 5.4012038 NA 0.8620347 11.2093886 0.2789363 4.5899672 NA 7.4160189 3.4470105 NA 9.9881032 2.8620347 7.1703828 5.0018022 0.203810 0.274900 0.176330 1.039600 -0.080674 0.855220 0.611540 0.022024 0.022024 0.093330 0.093330 0.192230 0.224990 0.561870 1.938400 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11.3863409 7.7106673 6.6564606 10.4007180 12.2787097 NA 8.2777858 11.2487149 9.5797204 9.4356913 10.1862246 7.9574410 9.4060425 7.0067020 5.0518680 8.3973195 1.6693897 2.6693897 8.2173950 NA 9.6211000 10.3488791 11.0854424 13.2125689 10.7678071 11.2575782 11.1834085 4.4470039 0.4469972 2.9494976 12.5026279 10.8729218 3.8162413 9.8271069 11.6754244 7.9388597 6.5624836 10.5882623 11.8296306 9.9528181 9.5406442 6.1839728 8.5607486 10.3525440 9.8140572 8.1520627 10.5184689 TCGA-85-A512 46 0 NA 465 lung stage iia t1b n1 m0 male 2012 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 25 1987 r0 white not hispanic or latino NA NA 5 3 1 6 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.709506045 NA NA 9.054859870 -0.009843833 -0.009843833 3.449548169 NA 3.513680229 4.119397681 NA 10.556646964 8.699201105 3.077584829 NA NA 1.575070247 2.449561375 NA 7.651895529 11.241599611 10.206863086 2.575070247 7.992932107 1.312026157 11.214420397 NA -0.009843833 NA -1.009843833 6.984470868 0.575118667 13.652060048 9.950119159 11.206559958 10.678804602 6.590030073 NA 11.600449988 NA 7.828943152 1.575070247 NA NA 11.499528519 4.312047947 11.028007286 14.011960378 10.925282268 9.254172616 4.481970527 -1.009843833 9.119400275 2.990119852 1.797469586 10.539420567 3.238037809 10.325507508 3.382432087 9.421614853 5.365157096 1.797469586 NA NA 6.890984077 -1.009843833 NA 9.084194780 4.449548169 NA NA 9.002741613 NA 1.312026157 NA 1.312026157 -1.009843833 NA 8.384580010 -0.009843833 7.360804955 2.449561375 1.023200 0.018943 0.028763 1.148800 -0.802520 0.000000 -0.813260 0.040892 0.040892 -0.833890 0.977700 0.041384 0.041384 -0.826030 0.041317 1.954800 0.058937 -0.827000 0.070386 -0.849620 -0.020549 0.063939 0.053379 -0.813670 -0.053341 -0.848430 0.032986 0.032986 0.041883 -0.194500 -0.813840 -0.813840 0.018943 -0.841150 0.028763 -0.820900 -1.292900 -0.835990 0.066802 -0.812770 -0.802520 0.052810 0.032817 -0.813260 -0.817610 -0.848660 0.029028 0.909800 -0.880780 -0.043873 0.033549 -1.292900 -0.826030 0.056513 -0.859630 -0.859630 0.055943 -0.815760 0.041317 0.041317 0.026514 -0.849310 -0.816220 0.070386 -0.020549 -0.020549 -0.023018 -0.832760 -0.813260 0.042006 0.063939 -0.852810 -0.053341 -0.848430 0.055515 0.055515 0.041883 -0.234960 -0.310580 -0.310580 -0.310580 0.000 0.000 0.000 0.000 0.000 0.000 -0.816 -0.816 0.000 0.000 -0.810 -0.813 0.000 0.000 -0.814 0.000 -0.795 0.174 0.988 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.000 -0.803 -0.803 0.000 -0.765 -0.814 0.000 -0.815 0.095 0.000 0.000 0.000 0.000 -0.311 -0.311 0.000 0.000 0.000 0.000 0.000 0.000 -0.816 -0.816 0.000 0.000 -0.810 -0.813 0.000 0.000 -0.814 0.000 -0.795 0.174 0.988 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.000 -0.803 -0.803 0.000 -0.765 -0.814 0.000 -0.815 0.095 0.000 0.000 0.000 0.000 -0.311 -0.311 8.621294389 7.623112579 1.797469586 8.503844815 8.053512150 10.513189001 9.947219190 7.260552640 8.860481778 3.077584829 7.416382073 NA 0.575118667 12.024744255 -0.009843833 11.735161196 7.155024627 7.697476378 10.636500373 13.612798238 2.449561375 9.815871104 11.215023295 NA 10.633973409 NA 1.990119852 8.420569561 10.269135681 0.060462488 -0.009843833 15.754794450 8.001344574 8.064258822 3.897008026 12.791522439 9.803898461 10.770247 11.419524 10.274363 -1.009844 10.851592 9.497912 10.850428 9.026291 7.920855 10.202006 9.283589 9.275311 7.593744 10.272047 14.219875 11.465091 4.077576 11.227220 6.056206 13.778173 11.286173 4.987635 14.011960 10.432024 9.934829 10.718038 6.967397 13.755275 14.235707 2.990120 10.463823 11.882280 9.997845 2.990120 8.218936 10.709506 10.901509 13.685453 9.789399 10.086892 8.802294 9.458741 10.669597 13.777918 3.513680 9.283589 11.341885 7.866634 6.521498 5.513680 11.767578 NA 6.697476 11.193771 9.143669 8.187334 9.950119 7.890984 4.275521 4.513680 7.365156 8.648329 5.513680 2.312055 6.641169 NA 8.926755 5.690557 11.028007 12.866154 9.980930 10.487969 10.595597 4.481971 2.160049 -1.009844 11.117144 8.162545 3.690562 10.539421 11.694237 8.177469 1.990120 10.325508 12.528912 10.768194 9.096026 NA 8.338846 9.715662 9.332192 7.356440 9.791017 TCGA-85-A513 60 0 NA 910 lung stage ia t1a nx m0 female 2012 NA no 80 lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 asian not hispanic or latino NA NA 2 4 1 2 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1540014 -0.6321817 NA 5.9375869 3.1750934 1.3677065 6.4445478 2.8271686 8.4866729 5.1490927 -0.6321817 10.7997516 6.0542320 7.1556339 NA -0.6321817 NA 0.3677065 2.1750774 8.0956523 10.4004663 10.3327945 1.9527063 9.2851039 3.7600506 8.0079770 NA -0.6321817 NA 5.3901002 6.3789589 -0.6321817 15.2648914 10.1058241 12.0761691 7.1556339 4.7939947 NA 10.5364039 2.6896570 8.3478716 3.8271585 NA 0.3677065 10.5013556 6.3335168 9.9165537 11.0921646 10.3663222 10.8918621 3.3677345 NA 7.0330672 2.5376688 3.6896570 10.1726694 6.8834314 9.3942552 NA 8.8735435 7.3564168 5.7427716 1.3677065 NA 6.8353367 0.9527063 NA 8.9299741 5.0681721 NA 0.9527063 9.7771228 0.5693939 5.5174804 2.8271686 2.8271686 2.1750774 -0.6321817 9.6907865 -0.6321817 6.6531346 4.5412608 0.0437220 0.0424480 0.0424480 0.0000000 0.0062471 -0.0752120 -0.0752120 -0.0681280 -0.0681280 3.6569000 -0.2543100 1.8182000 0.5535400 -0.1026300 0.0459900 -0.1737300 3.6569000 -0.0324510 -0.0752120 -0.2479700 -0.0952530 0.0533780 0.0597930 0.0597930 -0.0270180 0.1447300 -0.0237040 -0.0237040 -0.0385120 0.0185220 0.0437220 0.0437220 0.0424480 0.0424480 0.0424480 0.0105630 0.0105630 0.0105630 0.0105630 0.0062471 0.0062471 0.0062471 0.0062471 -0.0752120 -0.0517610 -0.0681280 -0.0666550 0.1216700 -0.2543100 -0.3317500 -0.1026300 -0.1026300 -0.1026300 -0.1026300 -0.0299950 -0.0299950 -0.0299950 0.0459900 0.0459900 0.0459900 -0.2578200 -0.0265780 -0.0265780 -0.0752120 -0.1026300 -0.0970290 0.0091695 -0.0386300 -0.1004000 -0.1004000 0.0533780 0.0597930 -0.0270180 0.1447300 0.0585080 0.0626500 -0.0385120 0.0185220 0.0185220 0.0185220 0.0185220 0.000 0.000 0.000 0.000 3.483 3.657 0.000 -0.248 0.000 0.000 0.000 -0.100 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.382 0.225 0.554 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 3.483 3.657 0.000 -0.248 0.000 0.000 0.000 -0.100 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.382 0.225 0.554 -0.103 -0.103 0.000 0.000 8.0646991 7.0401571 3.5376564 0.3677065 7.0472123 8.5771852 9.4405343 7.6760706 10.4834257 NA 10.9073753 NA 2.8271686 11.6165488 1.9527063 11.4260618 7.9337857 8.3102465 10.2689381 13.1706520 8.3873225 10.9034932 11.8284436 -0.6321817 8.9356878 0.9527063 4.4121244 8.7384193 9.5413964 NA -0.6321817 11.0263896 7.7897964 9.2984691 3.2746195 11.4465497 10.1234540 9.709807 11.887614 9.650820 NA 7.286595 7.517479 12.359254 9.199039 7.135917 8.431127 6.162148 12.432884 7.952694 10.810157 13.135502 8.871558 8.050726 10.223379 8.810675 13.551057 15.832644 5.543657 11.092165 10.788745 11.034843 9.819973 5.412124 13.808762 4.011585 2.367734 11.065134 10.5345225 13.2122414 3.3677345 9.0836937 11.1540014 10.4291030 14.3200622 8.0612189 7.1947253 9.4892653 10.9025210 8.6203973 17.3414516 8.4866729 6.1621476 10.8580813 6.4011543 5.9223216 11.4398644 10.8286996 -0.6321817 9.6840132 10.6868394 9.7008872 10.4729855 10.1058241 7.2806214 9.3478714 8.4578442 6.7771225 9.3363985 0.9527063 NA 7.2257126 1.3677065 9.4525403 1.6896570 9.9165537 12.8499095 9.8705635 10.2969902 10.7109175 3.3677345 NA 1.3677065 11.0633951 9.7164599 9.2776250 10.1726694 10.7876919 6.0115873 7.4710200 9.3942552 12.6996284 10.8117114 9.6737935 NA 12.5467078 11.8662046 9.3997776 7.3564168 10.1847154 TCGA-85-A53L 63 0 NA 377 lung stage iia t2b n0 m0 male 2012 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 30 1970 r0 asian not hispanic or latino NA NA 5 4 2 3 3 3 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.6438562 10.9344510 NA 4.8917837 7.3268510 5.9106415 4.0701231 8.0290928 NA 2.3442888 3.6438562 3.9657843 9.5219070 6.6038578 4.3987471 NA 1.4512243 1.4512243 1.4512243 -1.3562361 6.8037282 10.2940105 6.3853240 3.4512111 8.0867997 -0.3562361 9.3468946 5.3303576 5.4893470 -1.3562361 1.4512243 9.3382140 -1.3562361 13.8590456 11.4920879 11.3574575 11.8692143 4.3442959 NA 10.8169086 5.0361736 8.6422351 2.3442888 -1.3562361 NA 10.8572430 3.5507529 10.6314755 12.9247668 10.4676214 10.4856603 5.2585641 NA 10.3416925 NA 1.2288495 10.1776725 1.8137709 9.8106470 0.2288495 8.9234668 3.8533071 1.8137709 NA -0.3562361 6.2877124 0.2288495 2.8137709 10.0585414 4.4767446 3.5507529 NA 9.0350998 -0.8502204 2.6438562 2.8137709 -0.3562361 7.0318738 4.7523793 8.0805676 -1.3562361 7.2585660 1.6600159 0.79068000 0.09341800 0.09341800 3.65690000 0.11494000 0.09974900 0.01715800 0.05112700 0.05112700 0.53032000 0.63174000 3.65690000 0.17455000 -0.33512000 0.17545000 0.73666000 -0.04452800 -0.31410000 -0.33241000 0.05539700 -0.20521000 0.53629000 -0.26707000 -0.26707000 3.65690000 0.12552000 0.12626000 0.12626000 -0.32401000 -0.01613000 -0.34444000 -0.33108000 0.33386000 0.09341800 -0.41342000 -0.34628000 -0.34628000 -0.34628000 0.46779000 -0.34731000 -0.36247000 -0.36247000 -0.36247000 0.01715800 -0.00066926 0.04885400 0.05112700 0.53032000 -0.35337000 -0.34536000 -0.32992000 -0.79518000 -0.33512000 -0.33512000 0.12449000 0.12449000 -0.34019000 -0.01695500 0.17545000 0.17545000 -0.04452800 -0.33135000 -0.31883000 -0.33241000 -0.24653000 -0.24653000 -0.24507000 0.21917000 -0.33152000 -0.33152000 0.53629000 -0.26707000 -0.14719000 -0.34788000 -0.33973000 -0.33973000 -0.33962000 0.00682830 0.00000000 -0.01613000 -0.01613000 0.124 0.124 0.000 0.175 0.703 0.000 -0.314 0.000 -0.207 -0.026 0.219 -0.332 -0.332 -0.267 -0.267 -0.022 0.126 -0.331 -0.227 0.126 0.126 -0.340 -0.324 0.000 0.000 -0.346 -0.346 -0.347 -0.347 0.000 0.000 0.000 0.000 0.530 0.530 -0.343 -0.172 -0.335 -0.335 0.000 0.000 0.124 0.124 0.000 0.175 0.703 0.000 -0.314 0.000 -0.207 -0.026 0.219 -0.332 -0.332 -0.267 -0.267 -0.022 0.126 -0.331 -0.227 0.126 0.126 -0.340 -0.324 0.000 0.000 -0.346 -0.346 -0.347 -0.347 0.000 0.000 0.000 0.000 0.530 0.530 -0.343 -0.172 -0.335 -0.335 0.000 0.000 8.1195896 7.2474823 1.8137709 1.6438562 7.3649558 10.0415308 10.9106427 8.6197042 9.8231433 3.8137812 6.0275610 NA 0.6438562 11.5653253 0.2288495 10.5764400 7.9947952 8.5049429 10.6962477 15.2245122 5.9012434 11.1696217 10.9422052 -1.3562361 9.0511241 -0.3562361 2.4512243 8.4284908 9.3224388 NA 0.6438562 14.9579614 8.6081971 9.8840513 4.5018340 10.3100801 10.5481144 10.485814 12.334945 10.409142 -1.356236 9.560482 6.979247 10.934451 9.376872 10.951626 10.637148 5.438273 11.638703 8.567184 10.529934 14.188157 11.275943 9.441518 11.080047 9.328605 13.013794 10.748455 4.745463 12.924767 11.782128 10.490522 10.841994 7.070121 13.944055 13.065921 2.228819 13.318766 11.5324092 11.0342939 1.6438562 9.2732128 10.9344510 11.6314755 14.0076819 8.9936902 9.3538016 9.0156328 10.2691084 10.8125283 13.0398588 2.3442888 5.4382729 10.9739327 8.6110824 7.2548812 8.0275605 12.4237807 -1.3562361 6.9059513 12.0960974 8.4037445 9.0393904 11.4920879 8.3145126 6.6038578 4.3442959 3.1032962 9.6389166 1.2288495 1.8137709 8.8274917 0.6438562 8.9464952 5.6772799 10.6314755 13.7287891 10.4239858 10.5287899 11.2691084 5.2585641 3.5018340 NA 10.5103625 10.7028626 4.3442959 10.1776725 11.2025160 6.4054070 6.4640343 9.8106470 12.8850201 10.2750332 7.9407722 2.3442888 7.4186437 9.9624216 9.2913146 8.9419188 11.0784844 TCGA-85-A5B5 58 0 NA 111 lung stage ia t1b n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 15 1982 r0 white not hispanic or latino NA NA 5 2 1 6 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.999036073 NA -1.211564852 8.350607301 0.373286274 2.695258920 6.394436970 -1.211564852 10.691870077 9.579527706 -1.211564852 9.968895562 5.055152262 2.373314119 NA NA 4.569721963 0.373286274 0.373286274 7.041030471 11.052220784 6.073766688 5.633855470 8.664881717 -1.211564852 10.656415567 6.621254822 1.110296419 NA -1.211564852 6.119281467 2.788372501 13.001163566 10.138751509 12.243820403 10.600943183 3.373328041 NA 12.098977522 -1.211564852 6.801492383 2.373314119 NA -1.211564852 11.121863978 3.373328041 10.191909401 13.510682934 10.454588729 10.453429713 4.488804187 NA 9.577898383 NA 1.595742339 9.879138733 3.373328041 9.777049460 -1.211564852 8.746917346 5.358220416 0.788351618 NA 0.788351618 5.719101280 -1.211564852 NA 8.141511472 6.327523902 NA -1.211564852 10.920864482 -0.003755892 2.875819373 -1.211564852 NA 3.832758394 -0.211564852 7.904708674 -1.211564852 6.719102649 3.432224514 0.657960 0.653540 0.108940 3.656900 0.816140 0.087130 0.764120 0.219320 1.190800 -0.026002 0.653180 -0.366210 0.927200 -0.303900 3.656900 -0.441860 0.138830 -0.464470 0.942250 0.942250 -0.411770 0.256870 0.712120 -0.483420 0.582770 0.582770 0.946130 0.946130 1.084300 0.000000 -0.392050 -0.476150 0.653540 0.108940 0.033437 -0.479740 -0.479740 -0.479740 0.164330 -0.462360 0.173050 0.164180 0.164180 -0.452090 -0.452090 -0.486530 -0.442840 0.514240 0.653180 -0.396840 -0.303900 -0.303900 -0.303900 -0.303900 -0.685050 -0.493020 -0.555850 -0.473610 -0.461500 -0.461500 0.637590 -0.439810 -0.439810 0.942250 1.512800 -0.411770 -0.165970 -0.165970 0.616290 -0.468210 0.256870 -0.603500 0.523490 0.582770 -0.887800 -0.500690 -0.055337 0.106170 0.000000 0.000000 0.000000 -0.478 0.000 -0.474 -0.474 -0.303 0.139 -0.440 0.942 -0.412 -0.166 -0.166 0.118 -0.498 0.622 0.000 0.523 0.523 -0.460 0.198 0.946 0.946 -0.501 1.069 0.620 0.000 -0.315 2.238 0.000 0.000 0.000 -0.452 -0.443 -0.443 0.000 0.618 -0.366 0.561 -0.304 -0.015 0.000 0.000 -0.478 0.000 -0.474 -0.474 -0.303 0.139 -0.440 0.942 -0.412 -0.166 -0.166 0.118 -0.498 0.622 0.000 0.523 0.523 -0.460 0.198 0.946 0.946 -0.501 1.069 0.620 0.000 -0.315 2.238 0.000 0.000 0.000 -0.452 -0.443 -0.443 0.000 0.618 -0.366 0.561 -0.304 -0.015 0.000 0.000 10.9529575 8.7555910 1.1102964 8.6165011 6.7995925 9.1393040 10.9932415 6.1400117 9.3901356 -1.2115649 7.2354475 NA 1.5957423 10.7483667 -0.2115649 11.3742662 8.4678448 8.9978182 11.0867080 12.9746338 2.2478060 9.4607901 11.6540980 NA 10.1102929 -0.2115649 2.2478060 8.6228359 9.7534130 NA 1.3733420 14.3894391 7.8079557 9.6149132 2.3733141 11.1133891 9.4660844 9.857143 12.092288 10.159597 -1.211565 10.178534 9.386417 11.187643 9.091004 8.009952 10.258515 9.243692 9.196599 10.481416 13.180951 14.029678 11.076366 6.777049 9.707973 8.895582 12.695067 10.462998 5.552838 13.510683 10.853781 9.236481 11.035996 5.843647 14.213919 15.015341 2.958286 9.665649 9.7220554 9.6228358 0.3732863 9.6117320 10.9990361 10.0398471 14.1420602 10.1677432 8.9867360 9.0171834 9.6416743 10.4857667 13.4063487 10.6918701 9.2436919 11.2488206 5.5565490 6.1102922 5.8436472 11.5538581 NA 6.6831827 11.4978794 8.9317481 7.8731734 10.1387515 7.3080013 5.0362923 4.9381117 2.4887978 8.8107326 0.7883516 2.6952589 7.2313086 0.3732863 8.4501427 2.4887978 10.1919094 12.7994172 9.7403780 10.4127033 10.5382341 4.4888042 6.5162847 0.7883516 10.5565491 8.8890272 4.6710102 9.8791387 11.5744301 4.9381117 6.5892646 9.7770495 12.5157534 9.8705138 7.9657843 4.8327584 6.3882774 10.1997486 9.3761423 7.7279443 9.9092506 TCGA-90-6837 64 0 NA 758 lung stage iib t3 n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white not hispanic or latino NA NA 2 4 1 6 1 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.2031840 0.3171883 NA 7.7684444 NA -1.2677742 3.9737307 -1.2677742 2.3172462 7.2321168 0.3171883 12.4767895 5.9896590 4.9801990 -1.2677742 NA NA -1.2677742 0.3171883 7.4361743 11.3342738 9.2241240 0.7323126 8.6164415 4.6391627 10.3842196 NA NA -1.2677742 -1.2677742 5.6511349 -0.2677742 14.3992963 10.1267336 10.3556952 11.4283691 6.6806380 NA 11.0331954 NA 9.9747782 2.6391627 NA -1.2677742 11.6546937 6.0547400 9.9276432 10.8042963 9.9134232 10.0517004 3.7322692 NA 9.4456574 NA 3.3172317 10.1002317 4.7546363 9.9532537 NA 9.1245884 5.6980545 5.6270873 NA 0.3171883 8.5347873 NA 0.7323126 8.2420461 6.6630087 NA -0.2677742 10.4361745 NA 3.8197295 1.0542233 2.0541886 1.7322692 NA 10.0371926 NA 7.0222901 2.6658475 0.00180300 0.00249690 0.00597000 0.00360760 0.00152550 0.00666530 0.00666530 0.00000000 0.00000000 0.00000000 0.00000000 -0.00235530 -0.00235530 -0.00124730 -0.00166290 -0.00304750 -0.00304750 -0.00055444 0.00055459 0.00055459 -0.00774820 -0.00360110 0.02048300 0.02048300 -0.00443120 -0.00443120 -0.00401620 -0.00401620 -0.00097017 0.00013863 0.00425220 0.00180300 -0.00070114 0.00360760 0.00597000 0.00360760 0.00360760 0.00360760 0.00360760 0.00152550 0.00152550 0.00152550 0.00152550 0.00666530 0.00666530 0.00000000 0.00000000 0.00000000 0.00000000 -0.00235530 -0.00124730 -0.00124730 -0.00124730 -0.00124730 -0.00083160 -0.00083160 -0.00083160 -0.00166290 -0.00271350 -0.00271350 -0.00304750 -0.00055444 -0.00055444 0.00055459 -0.00774820 -0.00774820 -0.00027724 -0.00027724 -0.00360110 -0.00360110 -0.00360110 0.01978300 -0.00443120 -0.00443120 -0.00761010 -0.00761010 -0.00097017 0.02525000 0.00013863 0.00013863 0.00013863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.0609461 7.1875985 0.7323126 2.3172462 7.1957954 9.1105658 10.8040685 9.1427223 11.1440468 1.3172462 6.3761271 NA 1.9021894 12.5039667 -0.2677742 10.6820977 9.1906776 8.7081189 10.4362178 14.3595768 4.8820169 11.1173245 10.9435509 2.5802661 11.6942632 -1.2677742 2.9801899 8.6072523 9.3806195 0.3691593 2.6391627 15.7978869 6.9562728 10.4884103 5.1073112 10.7660380 9.4011560 10.2882980 12.2525213 10.3944943 -1.2677742 8.7434981 9.0909222 11.4601914 9.5484545 8.6331376 11.4242325 7.4871583 11.0586218 9.2878188 10.8946623 13.1165151 12.9903953 7.2120508 11.2947519 7.4465168 13.0769136 10.3479006 6.1967762 10.8042963 12.7021071 10.6831913 9.9447674 7.1073102 14.5769348 9.1437819 -0.2677742 10.3237933 10.6762508 10.5520509 0.7323126 8.9872995 12.2031840 9.8940327 15.2466448 6.7983603 10.1478913 8.7656939 10.3423731 8.8845558 16.1621762 2.3172462 7.4871583 11.7497753 6.5840199 6.0176725 10.0541991 12.1655956 NA 8.5021090 10.6886471 10.6429137 10.6846482 10.1267336 8.1416617 8.5588194 6.4046971 6.8666978 9.2019127 0.7323126 -1.2677742 8.5119902 1.3172462 9.4143878 6.0268908 9.9276432 12.5920969 11.1267336 10.5875288 11.1821934 3.7322692 NA NA 12.2455051 10.6980552 3.6391627 10.1002317 11.2521529 6.9849368 6.1416617 9.9532537 12.3295088 10.6391615 9.5769767 3.8615584 10.5111694 10.1860252 9.7009378 6.5070573 11.0983199 TCGA-90-7766 66 0 NA 289 lung stage ia t1b n0 mx female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1981 r0 white not hispanic or latino NA NA 4 1 4 4 1 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.04451864 NA 4.50001804 7.70120872 -0.64972908 1.52019593 3.63308241 -1.64972908 2.59819844 4.67219902 -0.06476658 6.70341637 7.60056786 5.51014226 -0.64972908 1.15762585 2.15762585 4.18316094 -0.06476658 6.37263700 11.76693520 9.53700285 4.25716152 9.68789143 2.87383288 12.10202283 NA -0.64972908 NA -1.64972908 8.25113631 5.70782293 13.60640049 10.18434551 10.95412774 11.32558019 5.20825192 NA 11.41130320 0.35027092 9.65791434 4.54009548 NA 6.97232159 11.54560486 5.05583337 10.94669234 12.72653066 9.57004315 10.66385560 4.74258835 -1.64972908 9.91155752 NA 1.15762585 10.87554572 6.00132036 10.53452506 3.10515843 8.66994163 6.17681742 5.91251095 -1.64972908 -1.64972908 4.47955394 NA 1.93523342 9.92344337 6.44302641 4.05071064 -0.64972908 10.44961739 0.49436440 4.37263874 0.67219902 2.31927109 2.05071064 7.81174909 8.63104024 NA 7.43773210 2.17299947 0.00027728 -0.00166290 0.00263570 1.09450000 0.03199900 1.00080000 1.03900000 -0.58363000 0.00208050 0.00180300 0.00180300 -0.00595220 0.00332990 -0.56555000 3.55430000 0.00527490 0.00527490 -0.57051000 3.65690000 -0.52072000 0.55478000 0.00000000 0.57380000 -0.51094000 -0.04590600 -0.04590600 0.00917050 0.00917050 0.05565800 -0.15375000 0.00027728 0.00027728 -0.00166290 -0.03490400 0.01056400 -0.57476000 -0.57476000 -0.57476000 0.53151000 -0.57891000 0.03199900 0.01447000 0.01447000 -0.57209000 -0.57209000 0.00346870 0.00208050 0.00180300 0.00180300 -0.57318000 -0.56853000 -1.15540000 -0.56555000 -0.56555000 -0.00401620 -0.00401620 -0.00401620 0.01056400 -0.56565000 -0.56565000 -0.01450300 -0.57051000 -0.57051000 -0.56614000 -0.03217500 0.00763920 -0.08744700 -0.60410000 0.00000000 0.00000000 0.00000000 -0.56684000 -0.04590600 -0.04590600 -0.57031000 -0.57031000 0.05565800 -0.12505000 -0.15375000 -0.15375000 -0.15375000 0.000 0.000 0.000 -0.566 0.000 0.000 -0.571 -0.521 0.000 0.000 0.000 -0.584 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 -0.043 0.532 -0.579 0.000 0.429 -0.572 0.000 0.000 0.000 0.000 -0.567 -0.567 -0.566 -0.566 -0.154 -0.154 0.000 0.000 0.000 -0.566 0.000 0.000 -0.571 -0.521 0.000 0.000 0.000 -0.584 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 -0.043 0.532 -0.579 0.000 0.429 -0.572 0.000 0.000 0.000 0.000 -0.567 -0.567 -0.566 -0.566 -0.154 -0.154 9.72856442 8.70120872 1.15762585 5.59819844 8.61939614 10.50730071 10.75034849 8.96565097 9.31533232 -0.06476658 7.34744863 -1.64972908 1.35027092 12.17671876 NA 10.58837275 7.46140496 8.80662405 10.99868788 14.33853266 4.96498077 10.79916026 12.16925112 -1.64972908 4.50001804 NA 7.23901322 9.67669900 9.47629642 1.85869719 -0.64972908 15.30431819 8.05935366 9.52457110 3.47955394 10.71823026 9.13572211 11.3160539 11.4504391 10.2982717 0.3502709 10.0489742 8.1068257 11.0080346 9.9300569 8.2854346 9.9580623 5.8178739 10.9517897 12.1959557 10.4028376 14.3546876 12.0786153 7.5958221 11.1875033 10.7195943 12.9067158 11.6348046 5.9053966 12.7265307 12.9833216 12.2658689 10.8718701 7.7932131 13.0795053 12.0868829 0.6721990 10.9504148 10.64374122 11.87762440 1.15762585 9.49683820 12.04451864 9.90437872 14.00456884 9.46531315 10.02909421 9.03939396 10.47018013 8.18315945 14.82142084 2.59819844 5.81787392 11.67964552 8.43108720 5.47955394 11.12443890 12.33700048 NA 8.42708526 11.01848980 9.71276135 7.30446632 10.18434551 10.46336058 9.83206909 7.42441071 5.52019593 10.54717902 -1.64972908 NA 7.42708484 -0.06476658 9.42374182 3.20825192 10.94669234 12.42716867 11.54364092 10.77364818 11.91489544 4.74258835 NA NA 9.50255437 9.53762164 3.10515843 10.87554572 11.55789405 4.47955394 6.41096516 10.53452506 12.48333151 10.60500302 8.72639495 3.84212402 11.48341183 9.80464604 10.37333087 8.68789143 10.81098141 TCGA-90-7767 56 0 NA 89 lung stage iib t2b n1 mx male 2011 NA NA NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1981 r0 white not hispanic or latino NA NA 6 3 3 1 3 3 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0488383 NA 9.8171946 7.9800030 7.9450505 3.2327682 4.3080550 0.7473444 8.0066144 10.5726189 -1.5747556 13.3988872 5.4806949 6.8220188 -0.5745407 NA 2.3323069 3.1983527 0.7473444 7.8432666 11.6880962 9.4588370 8.1651944 8.5062314 3.6733416 6.3796106 0.7473444 6.0836261 7.7382970 4.8348073 6.0253278 NA 14.5717037 9.7691550 11.4653612 11.1119146 7.0800500 -0.5745407 11.0454047 5.7015380 8.8915516 4.0103770 NA NA 10.9914610 4.5420723 11.4771328 11.4073166 12.3496698 10.2735518 7.1803011 -1.5747556 10.0719727 -1.5747556 2.5953366 12.1183564 6.1119139 10.7969184 NA 10.5627254 7.3737813 5.2455945 -1.5747556 0.4254593 5.6250863 1.4254056 -0.5745407 9.4894831 5.3679301 NA NA 12.0522638 NA 5.7108175 1.0103502 2.4254056 4.6152397 2.4254056 9.4211812 -1.5747556 7.5953388 2.1091265 1.0644000 1.2992000 0.0000000 1.0080000 0.5761200 1.0138000 0.9653500 -0.2804900 -0.2804900 -0.2326400 0.1669800 0.3210600 0.3422600 1.0812000 0.1337600 1.0893000 0.1112500 -0.7831700 -0.3101400 -0.3101400 -0.3012700 0.5521300 -0.2714000 -0.2714000 0.0602220 0.0602220 0.1518800 0.1518800 0.1534000 -0.0051227 0.0379240 -0.1486200 0.3383600 0.0000000 -0.3725600 -0.3144000 -0.2969700 -0.2969700 0.5595700 0.4541400 0.1373200 -0.8971000 0.0813220 -0.3241400 -0.3263400 -0.3045100 1.0580000 0.1691100 -0.2987400 -0.7025300 -0.7280900 -0.7280900 -0.7280900 -0.2370400 0.1911700 0.1509900 0.1509900 0.6072000 -0.2978000 -0.2978000 0.1112500 -0.3199500 -0.3199500 -0.3101400 -0.2866100 -0.2987500 -0.3045100 -0.7783800 -0.3395200 0.5168200 0.5521300 0.2067100 0.0602220 0.0602220 -0.8115300 -0.0198630 0.1775400 -0.0230720 -0.0230720 -0.0230720 -0.0230720 0.151 0.151 0.607 0.134 1.089 0.111 -0.320 -0.310 -0.299 -0.305 -0.766 -0.340 0.177 -0.271 -0.271 0.000 0.000 0.000 1.014 0.152 0.152 0.000 0.153 0.267 0.000 -0.314 0.687 0.379 0.000 0.641 -0.324 -0.305 -0.305 -0.233 -0.233 -0.381 0.321 -0.728 -0.245 0.000 0.000 0.151 0.151 0.607 0.134 1.089 0.111 -0.320 -0.310 -0.299 -0.305 -0.766 -0.340 0.177 -0.271 -0.271 0.000 0.000 0.000 1.014 0.152 0.152 0.000 0.153 0.267 0.000 -0.314 0.687 0.379 0.000 0.641 -0.324 -0.305 -0.305 -0.233 -0.233 -0.381 0.321 -0.728 -0.245 0.000 0.000 11.097176 9.118901 6.350227 10.164351 7.729194 8.422593 10.448475 8.969412 9.371589 3.379607 6.200200 NA -1.574756 12.676009 1.747344 10.358304 7.170248 8.729195 11.269376 13.854952 5.206772 11.146086 10.717736 1.612871 7.118901 NA 6.125854 8.496877 9.369394 -1.463549 NA 14.672080 9.000008 10.290761 6.017871 10.354303 8.543057 10.390116 11.039664 10.510222 1.425406 11.719173 10.155460 10.604701 10.938648 7.428229 9.896581 7.283395 10.799359 2.817726 10.817195 14.038139 10.750719 8.649416 12.120425 10.805875 12.706402 10.416582 4.385417 11.407317 12.573175 10.720896 10.686921 8.491503 13.920912 11.491167 2.425406 10.645188 9.9455416 12.7788366 3.1258494 9.4915032 12.0488383 11.4559088 14.0147720 10.0520357 9.6330568 9.7708193 10.8217432 8.8766253 16.3004734 8.0066144 7.2833949 11.5928322 12.1787353 6.8516791 6.4915036 13.6089719 NA 9.2724714 11.1933916 10.7518435 7.6566351 9.7691550 6.6102896 9.4560813 7.9011475 8.8123541 9.8884274 0.7473444 4.1258577 8.9665106 -0.5745407 9.3240153 10.7029920 11.4771328 13.5959651 10.5569495 11.3377420 12.2942366 7.1803011 6.2263139 NA 12.4700643 10.8045216 3.0692725 12.1183564 11.5446794 8.4874602 7.4968761 10.7969184 12.6917614 10.4850965 10.5912631 5.1396578 10.4877975 9.7816349 9.8464269 7.9351892 10.6235521 TCGA-90-7769 55 0 NA 358 lung stage iib t2b n1 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 36 1971 r0 white not hispanic or latino NA NA 5 2 1 6 2 2 4 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.32138918 NA 0.09801523 8.23583570 7.81223636 NA 3.32038358 NA 8.52285690 0.51298533 -1.48681248 9.37178644 -0.48701467 2.32036914 -1.48681248 -1.48681248 -0.48701467 1.09801523 NA 6.19250785 11.31998061 9.51865276 3.03659125 8.46576963 1.83495387 11.37314530 NA 7.27125104 NA 3.60049575 4.26791777 NA 11.18058339 10.01486547 11.80822322 11.24392293 3.09799838 NA 12.07324167 -1.48681248 8.78782585 0.09801523 4.34592146 -1.48681248 11.34417710 1.97247210 11.24371067 12.77827701 10.58247801 10.62448669 4.44376576 NA 10.08904019 -0.48701467 1.83495387 10.31109492 1.09801523 10.61926398 -1.48681248 6.33957747 5.22727514 2.32036914 NA 0.51298533 4.68295527 NA NA 9.99280850 5.33320545 NA NA 11.26540888 -0.08100323 1.32036914 NA 1.32036914 -1.48681248 NA 6.85732417 NA 7.44080606 0.84927873 -0.0057640 0.6483600 0.7902600 2.2211000 0.9428200 0.4112800 1.4221000 1.1656000 1.0344000 0.5540700 1.1910000 0.3931300 2.6136000 -0.0910230 0.0000000 0.4751200 0.5126300 -0.6976700 -0.1425800 0.4491800 0.0579390 0.4522400 1.5076000 1.5076000 2.9912000 0.8992900 0.6003400 0.6003400 0.4559800 1.0356000 -0.0859880 -0.0057640 0.6483600 0.7902600 -0.3233300 0.0024969 0.0024969 0.0024969 2.5146000 -0.0718730 -0.3170400 -0.3170400 -0.9025300 -0.1975000 -0.2478800 -0.0923450 -0.0623610 0.5540700 0.5915200 0.9676100 -0.0910230 -0.0910230 -0.0910230 0.3869100 -0.1225800 -0.1225800 -0.0453640 -0.5293000 0.0000000 0.0000000 0.5100200 -0.7301100 -0.1099800 -0.3634500 1.5188000 0.2423300 -0.0631660 -0.0631660 0.4522400 0.4522400 0.4091300 -0.7136400 0.3835300 0.8992900 -0.2007400 -0.2007400 0.4559800 -0.0778780 -0.0778780 -0.0778780 -0.0778780 0.000 0.000 0.000 0.000 0.513 0.513 -0.682 -0.143 0.242 0.000 0.000 0.452 0.452 0.854 -0.654 0.933 0.933 0.000 0.000 0.600 0.600 -0.201 0.456 0.648 0.648 0.000 0.000 0.000 -0.245 0.470 0.273 0.000 0.000 0.554 1.154 0.356 0.356 0.265 0.265 0.000 0.000 0.000 0.000 0.000 0.000 0.513 0.513 -0.682 -0.143 0.242 0.000 0.000 0.452 0.452 0.854 -0.654 0.933 0.933 0.000 0.000 0.600 0.600 -0.201 0.456 0.648 0.648 0.000 0.000 0.000 -0.245 0.470 0.273 0.000 0.000 0.554 1.154 0.356 0.356 0.265 0.265 0.000 0.000 9.08856751 8.28451783 NA 6.35851758 7.90104547 9.83720878 10.25575871 8.39719886 9.97143492 -0.48701467 5.38339326 NA NA 12.08252790 NA 10.64841691 7.89023874 8.94661361 11.36831531 14.69309280 0.09801523 10.51408457 10.61991833 NA 12.17302415 NA 3.26791028 9.75262685 10.03658534 NA 0.51298533 15.96555909 8.20999574 7.96629895 2.83495387 10.06040480 8.09045704 10.569666 12.021937 9.002876 NA 8.173024 8.940341 12.738989 8.461396 9.549202 10.548171 7.513028 11.004871 8.436356 13.800091 14.007134 10.898351 5.861757 10.610073 8.209996 13.040689 11.446903 5.094380 12.778277 11.107120 8.239246 10.787115 7.473030 14.152976 12.988635 1.513036 10.453709 10.779229 9.064737 NA 9.149653 11.321389 9.824209 14.610587 9.745449 9.429356 9.103615 9.571020 10.012376 12.855520 8.522857 7.513028 10.630996 6.419918 6.501713 7.185453 11.268333 NA 5.741847 11.396626 8.716376 7.624164 10.014865 8.156884 4.395673 3.722477 1.834954 8.576424 1.320369 6.171239 7.734615 NA 8.383393 5.490307 11.243711 13.358273 10.742748 10.509502 10.735219 4.443766 -1.486812 NA 9.507382 9.509502 3.036591 10.311095 12.139079 9.896193 6.097990 10.619264 12.822505 10.760956 7.510208 6.501713 10.616316 6.141729 9.856214 7.490308 9.924539 TCGA-90-7964 70 0 NA 428 lung stage ib t2a n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 180 1951 r0 white not hispanic or latino NA NA 4 1 NA NA 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.2670215 -1.4755351 0.1092937 7.2283002 NA 5.1391052 4.3252929 1.5244148 3.8097951 5.7338505 NA 10.0112313 3.6536792 5.3947611 0.8463128 -1.4755351 -0.4755351 0.3110380 NA 7.9295377 11.6058797 8.2038765 3.9167155 8.2056344 3.1682569 12.3886791 NA NA NA 4.3317482 5.7142208 6.9380246 13.7192512 9.8731245 12.1152172 11.7584652 5.3823767 NA 11.1093587 -0.4755351 9.8415544 4.1968195 NA -1.4755351 11.3891260 6.1934229 11.4443768 11.9001145 10.6008779 9.8155612 5.5578205 NA 9.3745831 5.5796780 4.1093606 10.7938152 2.9838236 9.8333041 NA 7.5904853 6.3317518 6.9295377 NA 0.1092937 6.7817846 NA NA 9.3792646 5.6842689 -1.4755351 NA 7.9145651 -0.7976136 2.3317625 3.9341296 5.1576824 NA -1.4755351 9.2178833 NA 7.1131108 1.4370679 0.5659000 0.0957500 0.1584000 0.7803800 -0.4012100 0.6656400 0.1381800 0.0931610 0.0931610 0.0582000 0.0582000 -0.0300170 -0.0300170 -0.6419500 0.1077200 0.4626000 -0.0197490 -0.5922600 0.0680670 0.0000000 0.0596270 0.0380410 0.0492320 0.0492320 -0.0317920 0.4848900 0.0479540 0.0479540 0.0340890 -0.0634580 0.5659000 0.5659000 0.1011600 0.1761600 0.1353700 -0.5946000 -0.5898200 -0.5898200 0.1441200 -0.4552400 -0.4499800 -0.4499800 -0.4288900 -0.5115800 -0.5315600 0.0931610 0.0931610 0.0582000 -0.0143890 -0.0076336 -0.6047900 -1.2929000 -0.5871700 -0.6064300 -0.0149060 -0.0149060 -0.0087381 -0.2710700 0.1077200 0.0775500 -0.0197490 -0.5922600 -0.5922600 0.0680670 -0.0252320 -0.0252320 -0.0563300 -0.0311090 -0.6518500 0.0183590 0.0380410 0.0109580 -0.6757400 0.4848900 0.0517900 -0.0285150 0.0340890 -0.1235800 -0.0634580 -0.0634580 -0.0634580 0.000 0.000 -0.239 -0.239 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 -0.602 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.101 0.101 -0.478 0.104 -0.450 -0.450 -0.398 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 0.000 0.000 -0.239 -0.239 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 -0.602 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.101 0.101 -0.478 0.104 -0.450 -0.450 -0.398 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 6.9548489 7.6355317 0.1092937 7.8440686 6.7864905 9.4176977 10.3297370 8.5711656 11.0026603 0.1092937 7.7240684 0.5243646 1.3317625 10.7708399 0.8463128 10.7628249 5.3188121 9.2403582 11.1571166 13.9842121 5.3572846 11.4226197 11.8717408 1.5080736 8.8258925 NA 13.3540694 9.6400902 9.4046992 -0.1710435 NA 14.3534500 7.3413801 10.0041765 7.6329211 10.8722944 9.9858757 9.975607 12.315152 10.231755 NA 8.632921 5.800519 11.065977 10.043541 6.627684 10.008212 5.279286 10.747472 10.929804 14.139077 13.811531 11.478229 6.272589 11.010980 8.813262 12.846324 10.925276 4.986939 11.900115 12.529933 10.404362 10.805457 6.781785 13.857743 10.403979 2.983824 10.311074 11.2248360 12.7372726 1.1093606 8.7841395 12.2670215 11.2759403 14.6128524 9.1790323 8.9363732 9.5109495 9.5871170 8.6893034 15.4242488 3.8097951 5.2792856 11.5871170 6.1968214 5.8907191 7.6588227 12.8996394 -1.4755351 8.1826079 10.9948010 9.5321245 9.2170118 9.8731245 9.3155592 5.2658644 4.8463228 5.3823767 9.3082130 NA 7.7841395 8.9766374 NA 8.9091800 0.5243646 11.4443768 12.4804093 11.1517021 10.3020625 11.2254861 5.5578205 0.8463128 2.6943231 11.1673505 10.3212470 6.0162489 10.7938152 10.8819483 6.3761445 4.5243960 9.8333041 13.0518733 10.7785391 9.4290309 0.1092937 8.5742450 10.2956381 11.1280226 8.2003533 10.4862076 TCGA-90-A4ED 69 0 NA 615 lung stage ib t2a n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1972 NA white not hispanic or latino NA NA 2 4 1 2 3 3 4 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6262427 NA 6.6053210 7.2323471 -0.7956088 3.3743718 7.2170649 -0.7956088 7.1874342 4.8482974 NA 11.0126006 2.6638683 3.7894058 NA NA 3.0117997 4.0169420 NA 7.3233818 11.0628104 6.9988567 4.2919056 9.2570090 2.0117819 14.1899715 NA NA NA NA 5.8043531 NA 14.2564144 10.5065085 11.6786537 12.2534385 4.8191521 -0.7956088 10.3737396 0.2043912 8.5388927 3.1113318 NA NA 11.3148687 4.2919056 11.6114430 10.5059371 13.4696163 9.5351336 10.8223674 NA 8.1173304 2.3743718 4.3337243 10.1781382 3.3743718 9.5892245 NA 9.4653603 5.1351778 7.6842212 -0.7956088 1.7893954 4.6638740 0.7894371 -0.7956088 9.0293996 4.7590280 NA NA 11.4574019 -0.3949798 2.5263693 0.3154503 7.5423749 9.0404911 0.7894371 8.1673369 2.6638683 7.1528081 3.2488384 0.2665500 0.0991420 0.0991420 -0.1634500 -0.3242600 -0.0096806 -0.0041546 0.0141900 0.0141900 0.1761800 0.1761800 -0.2522500 -0.2522500 0.0780060 0.0263730 0.0000000 -0.3698600 0.0493980 -0.4195900 -0.4195900 -0.1530700 0.2946400 -0.2371600 -0.2371600 -0.1806800 -0.1806800 0.4990900 0.4990900 -0.1474700 -0.0569810 -0.5317500 0.2665500 0.1419100 0.0991420 0.0991420 -0.1600100 -0.1600100 -0.1600100 -0.1634500 -0.3242600 -0.3207700 -0.3207700 -0.3207700 -0.0041546 -0.0041546 0.0141900 0.0141900 0.1761800 0.1660700 -0.2522500 0.0780060 0.0780060 0.0780060 0.0780060 0.1001600 0.1001600 0.1001600 0.0263730 0.0263730 0.0263730 -0.3648800 0.0493980 0.0493980 -0.4195900 -0.1887300 -0.1887300 0.0033299 -0.4504000 -0.2186100 -0.2186100 0.3005800 -0.2371600 -0.1806800 -0.1806800 -0.1329000 -0.1329000 -0.1474700 -0.0560380 -0.0540160 -0.0540160 -0.0540160 0.100 0.100 0.000 0.000 -0.370 -0.370 0.000 -0.420 -0.153 0.000 -0.429 -0.219 0.067 -0.237 -0.237 -0.181 -0.181 0.267 0.267 0.499 0.499 -0.133 -0.147 0.000 0.000 -0.163 -0.163 -0.324 -0.324 0.000 0.000 0.000 0.000 0.176 0.176 -0.252 -0.252 0.000 0.000 0.000 0.000 0.100 0.100 0.000 0.000 -0.370 -0.370 0.000 -0.420 -0.153 0.000 -0.429 -0.219 0.067 -0.237 -0.237 -0.181 -0.181 0.267 0.267 0.499 0.499 -0.133 -0.147 0.000 0.000 -0.163 -0.163 -0.324 -0.324 0.000 0.000 0.000 0.000 0.176 0.176 -0.252 -0.252 0.000 0.000 0.000 0.000 7.7628617 8.9576575 0.7894371 7.2100654 5.6473836 9.6852310 9.5718556 8.3285623 9.6074529 NA 6.8979277 NA 1.2044538 11.8480716 NA 12.2084857 3.9048790 9.7771410 11.1466657 12.6133013 4.5967563 9.4712273 12.5968924 1.8250122 6.2378639 -0.7956088 6.7590293 8.1702250 8.9692628 NA 1.2044538 14.2358836 7.7513352 7.7201409 4.5263693 9.7309401 9.4511814 11.4257258 11.7270224 10.8136196 -0.7956088 10.4102340 11.1447544 10.8527984 10.5263690 5.9048814 10.8790745 6.3337243 11.0843648 1.7893954 9.7931554 15.2224454 12.3446315 5.4523681 10.7353348 10.2732191 13.7586100 10.0069572 6.0919663 10.5059371 12.6433626 9.6275567 10.9898933 5.5967593 14.4217613 2.7893954 3.5967563 9.9178273 10.0969836 11.2738906 4.6962943 9.2114681 11.6262427 10.7206333 13.8470527 10.5751282 8.8330140 7.8117709 10.5099326 11.3652577 14.7785021 7.1874342 6.3337243 11.7877587 10.7926870 6.6720462 10.7421446 12.3849716 0.2043912 7.4138944 11.5124954 10.0908995 12.1259099 10.5065085 5.9593274 7.9255402 5.8191496 5.4712265 10.2556498 NA -0.7956088 7.0246200 2.0117819 9.8935652 10.1745467 11.6114430 12.9439050 10.8269503 11.3551401 11.2566692 10.8223674 2.3743718 NA 11.8136196 10.1980868 4.7280021 10.1781382 10.5127799 5.0117953 1.2044538 9.5892245 12.7107484 9.1007732 8.2406144 NA 2.6638683 10.0439280 10.7077697 7.3592594 11.1462221 TCGA-90-A4EE 53 0 NA 688 lung stage iia t2a n1 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 68 1978 NA white not hispanic or latino NA NA 6 4 3 1 3 3 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4397938 NA 4.0252237 6.9897271 5.1220887 NA 4.2093286 1.4402612 10.0978796 4.1407050 2.4402612 10.9480581 11.6844291 7.3905766 0.8552722 0.8552722 2.3147255 2.6471072 -1.1446481 7.9294425 10.6085177 9.5487880 9.0972842 8.3925192 4.4402612 9.7912026 -0.1446481 5.3788619 5.2815647 3.1032291 6.8776682 0.4403144 15.3837842 10.2265331 10.1232580 11.0082196 5.1032291 0.4403144 11.1887359 4.7379463 8.1702240 4.3788653 NA NA 11.6970029 5.1053135 11.0217779 10.5806672 10.9657843 9.5880874 5.8439864 NA 8.6834375 NA 2.0252415 9.1659137 7.4021952 9.8623282 NA 9.2636307 8.1032285 5.3471554 -0.1446481 4.5557425 7.2731531 -1.1446481 NA 8.6690821 6.0050474 -1.1446481 -0.1446481 11.9112612 -1.1446481 7.0151719 5.6854048 2.1772162 1.6626613 3.3147255 10.2112027 0.8552722 7.4514906 6.5458572 0.68050 0.79491 -0.15975 0.79142 -0.16548 1.75420 -0.17107 0.31867 0.31867 0.31354 0.29979 0.31129 3.65250 -0.11037 1.68970 1.10910 0.29787 -0.16599 -0.16586 -0.16586 -0.17069 0.74613 0.30729 0.30729 0.25652 0.25652 0.29008 0.29008 -0.17992 0.84376 -0.14554 -0.16307 0.32044 -0.15975 -0.15975 -0.19137 -0.17651 -0.17651 0.79142 -0.16548 -0.15298 -0.14181 -0.14181 0.32818 -0.17082 0.31867 0.31867 0.31354 0.29979 0.30707 0.31241 -0.15349 -0.11037 -0.11037 -0.16752 -0.16752 0.31049 0.28818 -0.17348 -0.17348 0.29787 -0.17246 -0.15899 0.30777 -0.15016 -0.57605 -0.17221 -0.15809 0.27458 0.27458 0.26326 0.30729 -0.18521 0.71528 -0.16307 -0.16307 -0.17992 0.00000 0.00000 0.00000 0.00000 -0.168 -0.168 0.306 0.133 1.105 0.298 -0.159 -0.166 -0.150 -0.172 -0.172 0.275 0.275 0.307 0.307 0.257 0.257 -0.157 0.524 0.290 0.290 -0.163 -0.180 0.320 0.161 -0.166 0.626 -0.165 -0.165 0.192 -0.171 0.319 0.319 0.314 0.314 0.311 0.311 -0.110 -0.110 0.000 0.000 -0.168 -0.168 0.306 0.133 1.105 0.298 -0.159 -0.166 -0.150 -0.172 -0.172 0.275 0.275 0.307 0.307 0.257 0.257 -0.157 0.524 0.290 0.290 -0.163 -0.180 0.320 0.161 -0.166 0.626 -0.165 -0.165 0.192 -0.171 0.319 0.319 0.314 0.314 0.311 0.311 -0.110 -0.110 0.000 0.000 9.4672479 9.2815657 7.1360714 10.1209160 8.9794223 9.9618639 10.5452989 7.9202052 9.9722946 4.9427631 7.0352104 NA 0.8552722 11.5268420 1.1772162 11.4836782 6.1681847 9.5418015 11.0371334 14.0752635 8.7194871 10.5431140 11.5661074 1.9461694 6.5277256 2.1772162 2.4402612 7.9533333 10.0990521 0.1302720 3.6626613 13.8674890 8.9037879 9.9618639 3.4991571 10.5255146 9.9890853 10.026478 11.486478 10.300833 1.662661 10.636251 9.285754 11.226261 10.054973 7.883207 9.718713 5.821085 11.004060 8.618513 11.310114 13.673833 8.243318 8.948058 11.323925 9.595082 13.260841 10.984906 6.868987 10.580667 11.256180 11.559421 10.853539 7.432730 14.811934 11.532580 4.636659 10.476437 10.159652 13.311399 3.662661 8.975539 11.439794 10.707440 12.944832 9.777142 9.216280 8.394460 10.580667 10.128514 17.006189 10.097880 5.821085 10.868275 10.351655 5.555739 9.673084 10.305997 -1.144648 8.924079 11.196542 9.571263 9.408930 10.226533 7.371001 8.813854 9.462631 6.756168 9.199597 NA 1.855312 7.989727 -1.144648 9.183976 8.540050 11.021778 13.356516 10.663461 10.436972 11.746515 5.843986 1.662661 NA 11.245201 10.623485 5.045124 9.165914 11.534341 6.331035 4.247616 9.862328 12.660743 10.441202 11.117690 NA 8.212853 11.306231 9.486478 7.982006 9.875586 TCGA-90-A59Q 61 1 322 NA lung stage iia t2a n1 mx female 2012 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1972 r0 white not hispanic or latino NA NA 5 4 2 5 3 3 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.2906603 11.0757090 NA NA 6.6035477 0.2906603 NA 4.1975588 NA 3.8756326 6.0980194 NA 11.9611002 7.0915655 9.4365975 1.2906603 1.2906603 0.2906603 0.2906603 -0.7093397 7.8298242 10.9026122 8.1733084 3.4605853 9.5574518 5.2906640 11.6103374 NA NA NA 1.8756228 6.5194837 0.8756228 15.8081173 10.2375715 11.0858932 11.3401735 6.4199484 NA 10.9470901 2.4605853 8.6688733 2.8756228 NA 4.1486494 11.4774790 6.5901484 10.6476674 12.1426095 11.4915638 10.3759186 4.2448642 NA 8.5806841 NA 2.0980152 10.7780029 7.0321317 10.6711263 6.2214034 8.9053750 5.0980194 3.0980152 NA 0.2906603 5.8756277 -0.7093397 0.2906603 9.2080373 6.1361545 NA 1.2906603 10.1235552 -0.7093397 6.0049103 NA 5.3977243 2.2906603 4.5760686 9.3754737 3.6125884 7.5806844 5.8344710 0.368870 0.097106 0.097106 0.249180 -0.206350 0.319160 -0.255400 0.217150 0.217150 0.168050 0.168050 -0.062066 0.197400 -0.293550 -0.272720 0.217140 0.176640 0.188740 -0.305450 -0.326090 0.144140 0.174520 0.172420 0.172420 0.181470 0.181470 -0.038306 -0.038306 -0.318320 0.000000 -0.065045 -0.312600 0.097106 0.097106 0.097106 -0.324260 -0.324260 -0.324260 0.249180 -0.206350 -0.206350 -0.206350 -0.206350 -0.255400 -0.255400 -0.310850 0.217150 0.168050 0.168050 -0.062066 -0.239850 -0.811530 -0.293550 -0.293550 -0.048478 -0.048478 -0.048478 -0.272720 -0.272720 -0.272720 0.176640 -0.373920 0.180560 -0.305450 0.144140 0.144140 0.171060 0.163400 0.174520 0.174520 0.174520 0.172420 -0.330520 0.181470 -0.089964 -0.089964 -0.332600 0.000000 0.000000 0.000000 0.000000 0.000 0.000 -0.273 -0.273 0.177 0.177 0.171 -0.305 0.144 0.171 0.171 -0.322 0.175 0.172 0.172 0.181 0.181 0.000 0.369 0.000 0.000 0.000 -0.333 0.000 0.000 -0.324 0.249 -0.206 -0.206 0.314 0.059 0.217 0.217 0.168 0.168 0.000 0.000 -0.294 -0.294 0.000 0.000 0.000 0.000 -0.273 -0.273 0.177 0.177 0.171 -0.305 0.144 0.171 0.171 -0.322 0.175 0.172 0.172 0.181 0.181 0.000 0.369 0.000 0.000 0.000 -0.333 0.000 0.000 -0.324 0.249 -0.206 -0.206 0.314 0.059 0.217 0.217 0.168 0.168 0.000 0.000 -0.294 -0.294 0.000 0.000 7.9236603 7.1794085 2.7500919 5.3781266 7.8220469 9.3621277 10.1517522 6.9612506 11.5230862 0.2906603 7.1486464 -0.7093397 2.7500919 11.7994504 1.6125884 11.8417727 5.3567530 8.2005583 10.4747224 13.0242103 9.9692653 11.3681486 12.5302638 0.4733194 9.4314951 -0.7093397 3.6829777 8.8103014 8.3752080 NA NA 13.9229789 7.6569875 9.3900131 7.5852863 10.2050503 9.9902377 10.512252 11.731534 9.834664 NA 7.912717 7.485422 11.331640 9.367481 7.883122 10.237571 5.963090 9.805379 8.396574 9.727377 14.055381 11.464342 7.576068 10.605248 6.301893 13.574477 12.035289 6.060966 12.142609 10.748046 10.839487 10.410255 6.209529 14.089346 6.612593 2.991100 9.465591 11.0679205 11.5427393 1.2906603 8.8961447 11.0757090 10.7623404 13.3121649 8.9453013 9.3538984 8.4353236 9.9867635 8.8831222 16.4536662 3.8756326 5.9630903 11.1702485 5.5385940 5.7825187 11.1813095 11.6418806 NA 9.1533025 10.9394722 9.5468740 11.0605031 10.2375715 8.8063650 9.7346448 8.0488884 4.2906677 9.2693757 0.8756228 0.2906603 7.4250917 2.2906603 9.2750837 5.2448604 10.6476674 14.0178412 9.9937037 10.8929001 10.6958067 4.2448642 1.6125884 NA 11.2899607 8.7252933 3.2906603 10.7780029 11.2128780 6.4199484 7.6393935 10.6711263 13.0696664 10.1533026 8.8471714 NA 4.7169306 11.8800098 9.4199482 6.7582712 10.3123392 TCGA-92-7340 45 0 NA 82 lung stage iia t2a n1 mx female 2011 NA no 90 lung squamous cell carcinoma- not otherwise specified (nos) 15 1985 r1 white not hispanic or latino NA NA 2 1 2 5 1 1 3 4 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5391644 NA 1.6880908 8.8344660 -1.4819685 3.4723838 3.9444462 -0.4817670 3.9105024 6.8580345 NA 13.1679458 5.1328935 4.1328976 -1.4819685 -1.4819685 NA 1.8299713 -1.4819685 9.2177568 11.0592810 8.5869629 3.3255447 8.2099280 1.6880908 10.7242830 NA NA NA 0.8401208 7.0918320 -1.4819685 13.9788924 8.9507262 11.0267220 11.3463209 7.2697289 NA 11.0311717 -1.4819685 9.9173288 4.2461040 NA 0.1031283 10.4751921 4.5265008 11.1393205 12.6417384 11.0170337 9.7684591 4.6056484 NA 10.1106415 NA 4.1328976 10.8913214 5.6679319 10.5765145 NA 10.0020002 6.5238097 5.8401132 1.1031283 NA 7.5349930 -0.4817670 -1.4819685 9.1208833 5.2461040 NA -1.4819685 9.3862352 -0.1199806 4.7661128 0.5182330 1.3255591 2.3255303 NA 10.0145389 -1.4819685 7.0299376 3.0429945 0.07176200 0.09506100 0.09506100 0.61104000 0.61883000 0.43112000 0.50155000 0.00419480 0.00419480 -0.03173700 0.54969000 0.13928000 0.13928000 -0.11270000 -0.06031400 0.15565000 0.15565000 -0.17408000 0.32434000 0.32434000 0.04318900 0.15028000 -0.09310800 -0.09310800 0.13883000 0.13883000 -0.00024568 -0.00024568 0.06769400 -0.00453800 0.07176200 0.07176200 0.09506100 0.09506100 -0.17610000 -0.05964200 -0.05964200 -0.05964200 -0.05964200 -0.18141000 -0.18017000 -0.18052000 1.04390000 -0.17689000 -0.17689000 0.00419480 0.00000000 -0.03173700 0.04801000 0.13928000 -0.11270000 -0.11270000 -0.11270000 -0.11270000 0.28394000 0.28394000 -0.01158000 -0.06031400 -0.06031400 -0.06031400 0.15565000 -0.19597000 -0.17408000 0.32434000 -0.17567000 -0.02769300 -0.17885000 0.09713900 0.15028000 0.15028000 0.15028000 -0.09310800 0.11608000 0.13883000 0.57081000 0.57081000 -0.00315440 0.00197340 -0.00508310 -0.00508310 -0.00453800 0.000 0.000 0.000 0.000 0.156 0.156 -0.174 0.324 0.000 0.000 0.000 0.150 0.150 0.000 0.000 0.116 0.116 0.000 0.130 0.000 0.000 0.571 0.000 0.000 0.000 0.000 0.000 -0.174 -0.174 0.460 0.327 0.000 0.000 0.000 0.000 0.139 0.139 -0.113 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 -0.174 0.324 0.000 0.000 0.000 0.150 0.150 0.000 0.000 0.116 0.116 0.000 0.130 0.000 0.000 0.571 0.000 0.000 0.000 0.000 0.000 -0.174 -0.174 0.460 0.327 0.000 0.000 0.000 0.000 0.139 0.139 -0.113 -0.113 0.000 0.000 9.4273275 8.2375733 0.8401208 3.1031451 6.8845063 9.7306809 11.7169364 9.3250803 10.4295764 -1.4819685 5.6881104 1.5181826 1.3255591 12.9264478 0.1031283 10.3178708 7.8468593 9.0358537 10.8720894 13.8426814 5.0259811 10.9465446 10.8477005 2.2373802 9.7559920 NA 8.3992984 9.2418454 9.4038655 NA 1.5181826 15.4457309 7.8932239 10.2229527 6.4781872 12.7955445 9.7720319 10.2718190 12.3614185 10.8259544 NA 8.6240929 8.4474428 11.1852959 8.9631993 8.0573430 10.9368277 6.6628421 10.3451181 11.2027139 11.1514067 13.9333650 11.7083177 8.5802307 10.9683647 9.8646981 13.6679315 11.2749492 4.9373868 12.6417384 11.9298278 10.2830560 10.2600727 7.4810801 13.6515041 11.5054485 0.1031283 10.4936742 10.720614 10.042236 1.688091 9.264699 11.539164 10.151634 13.852457 9.306903 8.644399 9.310161 9.889417 8.665389 15.311242 3.910502 6.662842 10.989097 6.546090 7.734930 8.864698 12.219924 -1.481969 8.884507 11.234575 10.544016 9.754797 8.950726 8.469469 7.354234 7.529412 5.132893 9.404643 -1.481969 2.425083 8.419051 -1.481969 9.191494 4.448921 11.139321 12.729769 11.366807 11.237359 10.876011 4.605648 -1.481969 5.698093 12.448275 10.229421 6.080427 10.891321 11.622947 8.053460 5.312600 10.576514 12.483698 10.421690 9.628668 5.616217 10.777633 8.996226 10.039294 6.789647 10.984516 TCGA-92-7341 71 0 NA 106 lung stage ib t2a n0 mx male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 50 1961 r0 white not hispanic or latino NA NA 5 2 NA NA 2 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.410883777 11.569918677 NA -1.589007713 8.335648052 8.993918583 5.580760549 5.586260342 1.410829519 8.747342415 6.353349759 -0.004189894 12.362575801 4.837100583 4.560580460 NA 0.995810106 NA 0.410883777 NA 7.595711015 11.649986727 8.997675446 6.798852797 8.020014301 2.111265063 11.144486690 5.455228571 5.010748514 NA -0.589224741 6.672930197 -1.589007713 14.277678799 9.981640200 11.751798517 11.374634975 6.737264922 -1.589007713 11.470518207 5.732763040 9.034415477 0.995810106 -1.589007713 10.351516365 10.619957018 3.456976950 11.913916105 13.608198375 10.922835459 9.881016656 4.498295552 -0.589224741 11.309814989 -1.589007713 4.293480845 10.643256716 3.268823611 10.577626524 1.218161187 9.510183611 5.054692220 2.580772607 NA 0.410883777 5.942216552 NA 0.410883777 9.267261194 3.902691056 -1.589007713 3.365034581 8.072613914 1.274768566 2.995792020 NA 1.410829519 1.995810106 NA 9.033802623 NA 7.565653530 1.870266070 0.2897200 0.8014400 0.9441900 3.6569000 0.4350800 0.8502200 0.9444200 -0.1838900 1.5862000 0.6371600 0.6371600 -0.1971600 0.7203100 -0.2945300 2.3393000 0.4124000 0.3242600 -0.1778100 0.1791600 0.1188700 0.6521700 0.2688700 -0.1142100 -0.1142100 1.4335000 1.4335000 0.5424700 0.5444800 0.5143200 -0.0885450 -0.2012800 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-0.356 0.529 0.637 -0.709 0.523 -0.295 -0.295 0.326 0.326 8.645653029 7.521971763 -0.004189894 6.455230215 7.148928005 9.470856100 10.104322768 8.494315198 9.718605822 0.995810106 5.878440894 NA NA 12.103669187 -0.589224741 9.886569199 7.172386503 9.408720988 11.337528358 14.750842301 2.803144358 10.277341922 10.531073685 -1.589007713 11.533340246 NA 6.534956471 8.942217139 10.571328019 NA 2.317738201 14.683684213 8.516744428 10.157769954 5.192194165 11.989208456 9.699125088 10.427992 11.930472 10.200369 NA 9.876912 8.908688 11.588411 9.120781 9.114739 11.271729 8.221407 12.119689 5.508869 12.956162 13.768594 12.625610 8.456595 11.196288 9.432510 12.563913 10.921847 4.294944 13.608198 10.829742 9.731636 11.435456 7.142155 13.115516 13.298628 5.410836 10.245307 11.0445122 11.1393941 -0.5892247 9.3888312 11.5699187 11.2119378 12.9723021 9.4755786 10.3046492 8.3101929 10.6453538 10.1897343 14.2281192 8.7473424 8.2214073 12.1029063 7.2625844 6.5807605 8.3838157 11.3026194 -1.5890077 7.7191745 11.7037325 9.4956442 8.3400940 9.9816402 7.7484579 5.9265356 5.6587627 5.1250807 9.1199195 1.2181612 4.9186295 8.4373593 NA 9.5497475 3.6202931 11.9139161 13.7194592 9.5239267 10.8825110 11.4651009 4.4982956 -1.5890077 2.9957920 11.6464013 10.4283402 4.4108363 10.6432567 12.5250661 9.6904464 4.8865697 10.5776265 12.2264192 10.5291280 9.3214785 0.7327468 3.8370955 8.2185773 8.7705853 8.5882551 10.6483445 TCGA-92-8063 52 0 NA 122 lung stage iiia t2b n2 mx male 2011 NA yes 90 lung squamous cell carcinoma- not otherwise specified (nos) 74 1975 rx white not hispanic or latino NA NA 4 4 NA NA 3 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.8997170 11.9704869 NA NA 8.0460517 1.6366826 0.8997170 2.7741651 -0.6852455 10.9800685 5.6366594 1.8996784 10.4902821 8.3942174 4.4846602 -0.6852455 NA NA 0.3147545 NA 7.1727135 10.7257139 7.8343687 1.6366826 7.6185132 2.1220763 8.9889249 1.3147545 -0.6852455 NA -0.6852455 8.4593906 3.7070499 13.2163500 9.9294425 10.5608793 11.4790110 6.2689284 -0.6852455 11.0708719 6.0960931 9.9798109 3.4846537 -0.6852455 9.6400381 11.4819876 2.4846537 9.7843744 11.4588810 11.1731022 9.4186498 2.4846537 NA 9.9540733 NA 2.3147255 10.4336737 3.1220929 9.8702804 NA 8.8441631 7.8807865 5.6366594 NA -0.6852455 7.4796396 NA NA 9.5241859 6.0289779 NA NA 11.7118724 0.8155754 2.8996977 NA 0.8997170 1.8996784 -0.6852455 9.0629255 NA 7.6941113 1.3147545 0.4667300 0.0649400 0.0649400 0.4804500 -0.4525000 0.0079175 0.0079175 0.0221640 0.0221640 0.5470000 2.1661000 -0.4907800 0.0100060 -0.4625900 0.0046420 0.0095883 0.0095883 -0.4502900 0.0157270 0.0088920 0.4191500 -0.4955900 0.0301690 -0.4732100 0.4361400 0.4361400 0.0194730 0.0194730 -0.5070100 -0.2426500 0.0111210 0.0111210 -0.1761300 0.0649400 -0.0290080 -0.4826000 -0.4826000 -0.4826000 0.4369000 -0.4836500 -0.4525000 -0.4297400 -0.4450200 -0.4751100 -0.4751100 -0.4905700 0.0043021 0.4699800 1.2335000 -0.4907800 -0.4625900 -0.4625900 -0.4625900 -0.0260300 -0.4903600 -0.4903600 0.0094491 -0.5137300 0.0116790 -0.4994400 0.0083351 -0.4679100 -0.4679100 0.0157270 -0.0336770 -0.0336770 -0.0396650 -0.0340860 -1.0129000 -0.4955900 -0.4955900 -0.5045000 -0.5196900 0.4339500 0.0384890 0.0040243 -0.5514200 -0.2273600 -0.2273600 -0.2273600 3.6569000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.000 0.000 0.000 0.000 -0.488 -0.488 0.000 -0.467 -0.493 -0.493 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 -0.483 0.480 -0.453 -0.453 -0.475 -0.475 0.000 0.000 0.000 0.000 -0.491 0.000 -0.437 0.000 -0.243 -0.243 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.000 0.000 0.000 0.000 -0.488 -0.488 0.000 -0.467 -0.493 -0.493 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 -0.483 0.480 -0.453 -0.453 -0.475 -0.475 0.000 0.000 0.000 0.000 -0.491 0.000 -0.437 0.000 -0.243 -0.243 7.0762833 7.2276217 0.3147545 0.8997170 6.2572464 9.7884384 10.8441632 9.2454700 10.9454547 0.3147545 6.1476222 NA 2.3147255 11.4281492 1.6366826 10.9756199 8.0494424 9.6689819 10.8414128 14.1917291 4.9294407 10.9924522 11.1985214 NA 10.3245612 -0.6852455 10.6826933 9.5531374 10.4127647 NA 2.7741651 14.1603697 7.9477275 9.4401460 4.5241891 10.3794754 11.0932205 11.774676 12.192783 10.309086 2.314726 7.990689 5.740998 10.953621 9.909057 8.663461 12.265653 6.654583 11.746718 8.667879 13.604751 12.899695 12.444338 6.185097 10.786916 8.790466 12.867282 10.841721 5.454080 11.458881 11.773908 10.018636 10.589111 7.096092 13.194225 11.505483 4.838296 9.568580 11.4965060 11.1893298 0.3147545 8.3915482 11.9704869 11.1723249 13.9254679 9.6568072 9.8048314 8.8596969 9.7833566 8.7843744 14.1510789 10.9800685 6.6545830 11.2725602 6.9871583 5.5626607 7.5908572 10.9671295 1.6366826 7.3259602 10.1555106 9.0729558 9.3632195 9.9294425 8.1633553 6.1091495 5.0960931 5.2689284 8.9977271 -0.6852455 0.3147545 8.2920124 2.3147255 8.6962756 4.6001329 9.7843744 12.7696744 11.0882839 10.5626601 10.8269792 2.4846537 -0.6852455 3.2216297 11.5750641 9.0082196 9.1220874 10.4336737 11.5641424 5.7741651 5.6545816 9.8702804 12.3304961 10.9197491 9.0255391 6.0289779 7.4593906 9.5479208 10.2934430 8.0255388 10.3948839 TCGA-92-8064 58 0 NA 160 lung NA t2b n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1974 rx white not hispanic or latino NA NA 2 2 NA NA 2 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5285624 NA 2.0247452 7.3406406 0.4397827 3.3466591 4.7973243 -0.5602173 10.7429841 6.5165904 1.7617108 12.1657794 4.2471300 3.6096959 NA -0.5602173 NA NA NA 7.8618388 11.5159217 8.8827176 1.0247452 8.9711555 1.0247452 10.8006213 NA -0.5602173 NA NA 7.3705113 -0.5602173 15.2089136 9.8060964 9.5869792 11.3760440 6.0396868 NA 12.4225895 2.2471376 8.7088542 3.0247452 NA 1.0247452 11.3810712 5.3960636 11.0714060 12.0119794 11.6766853 10.0377895 5.3705131 NA 9.7929211 -0.5602173 3.5272330 10.2054746 7.2406740 10.1617277 NA 8.7862879 6.4621423 7.1121997 NA NA 7.3101392 NA -0.5602173 8.6492274 5.3939721 NA -0.5602173 10.4249046 NA 6.6685929 NA 0.4397827 1.0247452 NA 10.1548782 NA 7.0836304 4.8992046 0.2656100 1.7542000 -0.2014900 1.3838000 0.8623500 0.2153000 1.0811000 0.1893500 0.3830300 0.7860100 0.0406090 0.0176840 0.4866400 1.9680000 3.6569000 0.1996900 0.0362290 -0.2159000 1.7524000 0.0052749 -0.2159800 0.0390540 0.2626300 0.2626300 0.1184400 0.1184400 0.2220600 0.2220600 0.0445740 0.7260300 -0.2142900 -0.2142900 0.0452820 -0.5338800 -0.2014900 -0.2131700 -0.2131700 -0.2374100 0.0315770 -0.2124300 -0.1341900 -0.1341900 -0.0080244 -0.2047000 -0.1998700 -0.1048700 0.0075000 0.0406090 0.0406090 0.0176840 0.4882000 0.4535900 0.4535900 0.0569400 -0.4890000 -0.4890000 -0.2196000 0.1527800 -0.2134200 -0.0764120 0.0362290 -0.2183700 -0.2183700 1.7069000 -0.2290800 -0.2261300 -0.2333700 -0.1021100 0.0305910 0.0305910 0.0390540 -0.2160200 0.2499600 0.1184400 -0.2120600 -0.2120600 0.0445740 -0.0567120 -0.0567120 -0.0567120 -0.0646430 -0.220 -0.220 0.153 0.153 0.163 0.000 -0.218 0.000 -0.207 -0.233 -0.102 0.000 0.000 0.263 0.263 0.118 0.118 0.051 0.266 0.222 0.222 -0.212 0.000 -0.175 -0.175 -0.213 0.338 -0.134 -0.134 0.011 -0.205 -0.105 0.000 0.219 0.000 0.000 0.000 0.397 0.000 0.000 0.000 -0.220 -0.220 0.153 0.153 0.163 0.000 -0.218 0.000 -0.207 -0.233 -0.102 0.000 0.000 0.263 0.263 0.118 0.118 0.051 0.266 0.222 0.222 -0.212 0.000 -0.175 -0.175 -0.213 0.338 -0.134 -0.134 0.011 -0.205 -0.105 0.000 0.219 0.000 0.000 0.000 0.397 0.000 0.000 0.000 8.8930448 8.3968762 1.4397827 8.6171938 8.4482026 9.9544882 10.6918482 8.2503458 9.7217042 NA 6.6781790 -0.5602173 2.4397827 11.6473987 0.4397827 11.8084198 7.0618259 9.3101390 11.0536097 13.8551859 5.0836304 10.4091607 10.9876327 1.0247452 9.5600120 NA 8.2079587 9.0077304 11.0723151 -0.4359633 1.7617108 14.8707493 7.2079582 9.5907908 4.9943625 11.3224172 10.3830216 9.819153 11.608760 10.573559 NA 9.918544 9.851285 10.959410 8.656520 6.978933 9.877526 6.484169 11.043841 8.194662 14.065997 13.233682 10.671595 8.253555 10.710069 9.256758 13.451089 10.640060 4.987903 12.011979 11.542406 10.728640 11.036896 9.039687 14.314602 13.162795 5.247130 10.861839 10.1271499 10.4418860 0.4397827 9.3896008 11.5285624 9.9885961 13.5656687 9.6209265 9.5390562 7.7617021 10.2844721 10.8858236 15.6832829 10.7429841 6.4841688 11.2852642 5.3466662 6.3939704 11.2120887 12.1141871 NA 8.8449157 10.8055498 8.8191524 9.0800191 9.8060964 7.2406740 9.4026702 8.8723160 6.3586371 9.6184391 1.0247452 -0.5602173 7.4510017 -0.5602173 9.6577318 2.7617108 11.0714060 12.4318274 10.3778835 10.8481039 11.5882507 5.3705131 -0.5602173 NA 11.5876151 9.8234785 6.3586371 10.2054746 11.1059982 10.4120361 1.0247452 10.1617277 11.4015856 10.1454065 9.6492276 NA 5.3224185 10.6228140 9.8576267 7.2211337 9.4565826 TCGA-92-8065 74 0 NA 70 lung stage iib t3 n0 mx female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 14 1968 rx white not hispanic or latino NA NA 2 4 NA NA 1 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.05799229 11.81693504 NA NA 7.58941221 0.52687009 1.74931972 4.84619743 NA 8.94054412 6.26388136 NA 8.60551174 5.46551416 1.52692015 -0.05799229 7.89323842 2.52692015 3.58291723 -0.05799229 7.42576979 10.89214509 8.91062055 3.84884825 8.39522436 0.52687009 13.07629981 NA NA NA 0.52687009 7.37240628 0.52687009 13.80012659 8.84131054 10.82574255 10.74164007 6.09169983 NA 11.76253157 0.94193262 9.74160771 3.11188265 -1.05799229 3.18988780 11.60177348 6.04114440 10.01676414 10.62667604 10.98737210 10.56268213 5.57130972 -1.05799229 9.93063844 4.77484503 3.64238967 10.47333519 5.71013692 10.75332842 NA 8.52126947 7.11687935 3.46551743 -1.05799229 -0.05799229 5.68342136 1.94197017 NA 9.90701653 7.12682938 4.49654544 -1.05799229 8.78430407 -1.05799229 4.61438005 3.99070985 4.49654544 3.18988780 1.52692015 9.56492056 NA 7.17557350 4.26712375 0.4790700 0.0553730 -0.4524400 1.3141000 -0.4716800 0.5424200 0.0342540 0.0048579 0.0048579 0.0274970 0.0274970 0.0348180 0.3588800 -0.4695000 -0.0070576 0.0176840 0.0130740 0.3961600 0.0102850 0.0425900 -0.4418900 -0.2193500 0.0051359 0.0051359 0.0272160 0.0272160 -0.4241800 0.0833420 -0.4156400 -0.1032900 0.0129340 0.0044411 0.0612220 -0.4532900 -0.4481400 -0.4719400 -0.4725800 -0.4725800 0.4503700 -0.4732600 -0.4763800 -0.4800800 -0.4839700 0.0342540 0.4479900 -0.4816500 -0.0228810 0.0274970 -0.4810400 0.0291840 -0.4695000 -0.4695000 -0.4695000 -0.1243400 -0.4865900 0.0155870 -0.0369460 -0.4829200 -0.0070576 0.0094491 0.0130740 0.0101460 0.0101460 0.0102850 -0.4630800 -0.4418900 0.0438650 -0.4573600 -0.3885000 -0.3885000 0.1743500 0.0105640 -0.4758600 0.0272160 -0.0114730 0.0161460 -0.4106900 -0.0596730 -0.0596730 -0.0596730 -0.0596730 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.442 0.000 -0.457 -0.389 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 -0.411 0.000 0.000 -0.019 0.450 -0.472 -0.472 0.000 0.000 -0.479 -0.479 0.000 0.000 0.000 0.000 -0.470 -0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.442 0.000 -0.457 -0.389 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 -0.411 0.000 0.000 -0.019 0.450 -0.472 -0.472 0.000 0.000 -0.479 -0.479 0.000 0.000 0.000 0.000 -0.470 -0.124 0.000 0.000 7.4772288 7.4537061 NA 6.5118096 7.9220932 7.9019554 11.6090653 9.3275466 10.8961500 0.5268701 6.3256580 NA 1.7493197 11.9286846 -1.0579923 12.2512538 9.8939669 8.3682183 10.6525535 14.5976242 2.8488382 11.0741321 11.5617152 1.7493197 11.1683659 NA 0.5268701 9.1707723 9.7420446 1.1591771 3.7493090 15.3519744 8.5099100 10.4902940 4.7493090 10.6745451 10.4782009 10.018101 12.138556 11.032728 1.749320 8.940544 9.769296 11.451729 10.018101 7.351345 10.804978 6.930638 10.379633 9.170772 10.518438 13.499058 9.024103 6.806140 10.876382 7.842820 13.141933 10.451234 5.389698 10.626676 12.406627 10.676240 10.729448 7.222724 13.826037 9.489812 5.351346 10.403433 11.0705925 10.9538797 3.9863472 10.1175032 11.8169350 10.3288940 14.3933574 8.3828229 8.0878606 8.7396152 10.0333891 10.2417341 15.4796271 8.9405441 6.9306380 11.6749690 7.3385581 5.7621335 10.3823038 10.3550527 NA 8.6423933 11.2892982 9.0582976 9.4457795 8.8413105 9.3545236 9.2951006 7.1118785 7.0660752 10.0426160 NA 3.0294175 8.0320661 -1.0579923 10.2655714 3.1898878 10.0167641 13.3084808 11.2075688 11.6449921 10.7448739 5.5713097 0.9419326 5.9306380 11.0267621 10.6086216 2.5269202 10.4733352 12.0450776 5.2273560 1.2638757 10.7533284 12.2537020 11.0741321 9.3692665 1.5269202 9.8291742 10.5968493 10.1821488 6.8726909 10.0174329 TCGA-94-7033 73 0 NA 640 lung stage ib t2 n0 mx male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 30 NA r0 white not hispanic or latino NA NA 4 1 4 4 1 1 3 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9522088 NA NA 6.7903211 NA 0.3528715 3.5228467 NA 2.4684009 4.2273868 4.6986908 5.7679540 2.4684009 6.7509468 -1.2320910 NA NA 1.0899049 NA 4.9967729 11.5142577 6.3752828 3.8554117 8.2436867 -1.2320910 13.4625288 NA -1.2320910 NA 0.7679937 9.2934742 1.0899049 15.2404055 11.0042665 11.7707683 10.0434958 4.0158811 NA 11.5408864 0.7679937 7.4619279 1.3529280 NA 7.3936625 11.3767441 3.5228467 9.4127108 12.2450791 9.9571601 9.8665645 2.3529280 NA 9.4950229 0.3528715 0.7679937 10.1936938 2.2273714 8.5410924 -0.2320910 8.1364595 3.1602748 2.2273714 0.3528715 1.7679514 5.6008436 -1.2320910 -1.2320910 8.4491916 5.9177015 2.2273714 0.3528715 11.0873432 NA 1.3529280 -1.2320910 0.3528715 5.2436881 4.1602668 7.0347395 3.3529139 6.8232360 1.9378717 0.01493900 0.00374650 0.00374650 0.88066000 0.02223800 0.42957000 0.01978300 0.03242200 0.03242200 0.00583090 0.00583090 0.52748000 0.92001000 -0.41696000 0.40477000 0.03721700 0.03721700 -0.00691950 -0.00166290 0.47375000 -0.01601700 0.44833000 0.00055459 0.00055459 -0.02808100 -0.02808100 0.00485790 0.00000000 0.41680000 -0.08242400 -0.01185000 0.01493900 -0.01641400 0.00374650 0.00221930 -0.44102000 -0.44102000 -0.44102000 0.01964300 0.45956000 0.02468900 -0.42473000 -0.43398000 -0.44943000 0.00235810 0.03242200 -0.00304750 0.00583090 -0.03925800 -0.06034500 -0.44377000 -0.41696000 -0.41696000 -0.41696000 -0.15988000 -0.15988000 -0.42582000 -0.45725000 0.03990200 0.49372000 -0.43235000 -0.44243000 -0.43322000 -0.44091000 -0.01023200 -0.01023200 -0.01161100 -0.01161100 -0.43983000 -0.43983000 -0.03898600 -0.44825000 -0.46408000 -0.02808100 -0.04644800 -0.46344000 0.41680000 -0.06356900 -0.06356900 -0.06356900 -0.06356900 -0.426 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.417 0.000 0.000 0.440 0.881 0.000 0.000 -0.449 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 -0.426 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.417 0.000 0.000 0.440 0.881 0.000 0.000 -0.449 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 5.9478625 6.9528286 -0.2320910 7.0300480 6.5361368 8.8487710 10.7133971 7.5427402 10.7633672 1.3529280 7.9049447 NA -0.2320910 7.7566377 -0.2320910 10.9667052 5.5623707 10.0347398 10.4235600 14.4612224 4.7679514 11.3782861 11.4485326 NA 8.6413975 0.7679937 6.6444706 9.3491445 10.9230814 2.0234683 NA 15.3831950 7.6718354 8.9126115 3.0898879 10.7637205 9.3080814 9.300309 13.272462 9.529505 -1.232091 7.457951 8.053356 11.412936 8.758057 8.433289 11.008446 8.406389 10.717039 9.938504 11.185015 14.641421 9.834042 2.937872 9.948484 6.536137 12.602424 10.631752 5.683115 12.245079 10.910060 9.560744 9.802064 5.562371 13.299813 11.327569 2.937872 10.643319 11.5654122 9.6725880 NA 7.7394971 10.9522088 11.3256563 14.4618175 8.4839153 9.5199324 9.8075578 10.4662238 9.1730947 14.1988631 2.4684009 8.4063891 11.1842230 8.5077340 5.0158811 7.2436872 12.2938411 NA 5.7903211 11.8969142 7.8150771 8.1188923 11.0042665 8.8751703 5.9278254 4.3529139 3.3529139 7.8712412 1.7679514 1.0899049 6.4261641 0.7679937 8.3954870 NA 9.4127108 12.9722952 10.1650930 10.6589774 10.5554478 2.3529280 NA NA 9.8326961 8.8593888 4.6008406 10.1936938 10.2160696 4.1602668 2.7679514 8.5410924 12.7641619 11.0876254 7.4045779 NA 8.1298971 10.3448911 9.6763459 7.0579722 10.3230216 TCGA-94-7557 73 1 5 NA lung stage ib t2 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA NA black or african american not hispanic or latino NA NA 4 4 1 2 3 3 2 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.72113201 11.94949791 NA -1.67116354 7.40028260 NA 1.78826808 5.38279865 -0.67116354 2.97267428 5.16171036 0.32883646 10.87233506 4.83661596 4.78825242 1.91379896 -1.67116354 1.49876147 1.32883646 -0.08620104 7.49623783 11.79221652 7.90813558 6.02230788 8.38681181 1.78826808 11.19416655 -1.67116354 0.32883646 NA NA 7.57911828 8.53827314 14.09067233 10.60115802 11.04435293 12.62767003 5.29460237 NA 11.13335430 -1.67116354 9.88761361 3.08370695 NA 4.08370695 12.02574068 4.86020302 11.52895218 12.00362233 11.15735306 10.03102721 3.28301795 -0.67116354 9.10853935 NA 2.02927618 10.91706605 3.08370695 9.53461318 -1.67116354 8.72542454 6.99415541 5.87571373 -1.67116354 3.65075307 7.24469967 NA NA 9.48553511 6.84451998 NA -1.67116354 8.55161483 -1.02034045 1.13619139 0.91379896 3.68637726 5.41628241 0.65076456 8.81766418 7.11017947 7.23571079 0.87727309 0.7617800 0.1638500 0.1707800 0.2473100 -0.4501800 0.7667600 0.1580100 0.0063871 0.5159400 0.1936000 0.0481200 0.1682000 0.1832800 -0.4762800 0.0178240 0.1799600 0.2062600 -0.1536200 -0.4664200 -0.4850400 0.2692300 -0.5138300 -0.1752500 -0.1752500 -0.0839970 -0.0839970 0.2100800 0.2100800 -0.0269880 0.2909600 0.1709100 0.1958800 0.1471200 0.1754300 0.1520000 -0.4788100 -0.4652400 -0.4652400 0.0902850 -0.8289500 -0.4445800 -0.4445800 -0.4249500 -0.1699300 -0.4666400 -0.0931390 -0.1072300 0.1936000 0.0481200 -0.4779700 -0.4757500 -1.1674000 -0.4762800 -0.4762800 -0.1718300 -0.1718300 0.7275400 0.0178240 0.4031100 0.5253800 0.0458490 -0.2747600 -0.6600300 -0.1656100 0.5904500 -0.0890370 -0.4797600 -0.1074900 0.1931400 -0.1332900 -0.5138300 -0.1752500 -0.4880600 -0.2341700 -0.3883900 -0.3883900 -0.0239770 -0.2050400 -0.1877300 0.2935800 -0.1914900 -0.264 -0.264 0.000 0.000 0.206 0.206 -0.206 -0.466 0.000 -0.480 -0.107 0.063 -0.118 -0.175 -0.175 -0.404 0.000 0.190 0.752 0.210 0.210 -0.388 0.000 0.171 0.171 -0.465 -0.335 -0.450 -0.450 0.298 -0.454 0.000 0.000 0.140 0.000 -0.310 0.168 -0.476 -0.476 0.234 0.234 -0.264 -0.264 0.000 0.000 0.206 0.206 -0.206 -0.466 0.000 -0.480 -0.107 0.063 -0.118 -0.175 -0.175 -0.404 0.000 0.190 0.752 0.210 0.210 -0.388 0.000 0.171 0.171 -0.465 -0.335 -0.450 -0.450 0.298 -0.454 0.000 0.000 0.140 0.000 -0.310 0.168 -0.476 -0.476 0.234 0.234 6.6417035 9.0669120 0.3288365 7.8226753 6.6686695 9.5594408 9.8191694 9.5957410 10.5678216 0.3288365 6.9250096 -1.6711635 0.3288365 11.9197577 0.6507646 10.3256464 7.3677389 9.2499170 11.6109527 14.5576386 4.5767458 10.9791985 11.5816331 -0.5205625 5.8045544 NA 7.9977051 8.8824493 9.6113118 0.1606621 -1.6711635 14.5499916 8.3302281 10.3901911 4.7038593 11.1591370 10.1036069 10.582963 11.225152 10.541924 6.686372 9.132144 4.001244 10.772281 10.796935 7.432108 11.173526 6.763449 10.165245 9.317505 14.529450 12.838409 12.297757 6.498746 11.117742 8.965445 12.742910 11.298926 6.097468 12.003622 11.733030 11.085585 11.348237 7.090371 13.403169 9.735556 2.650742 10.761623 11.76968902 12.47674026 2.49873594 9.03272351 11.94949791 11.68664676 14.37340525 9.88436760 10.32985149 8.96635029 10.43504909 8.93615028 14.41076095 2.97267428 6.76344876 11.11222739 4.78825242 5.14899916 6.31181369 11.52726494 NA 7.60726965 10.41296386 9.46067684 7.88148904 10.60115802 8.65749496 4.53827120 4.43734760 4.78825242 9.58561833 -0.67116354 9.14580353 8.75508452 -0.08620104 9.34353774 5.68637166 11.52895218 12.93134477 11.40647013 10.89701355 11.78106110 3.28301795 0.91379896 4.35119014 11.26121921 10.08745953 6.05673958 10.91706605 11.37696612 7.22666555 2.78824720 9.53461318 12.99792638 11.30448874 9.07365370 NA 6.00830087 8.86359935 10.83983121 8.48869133 10.82442507 TCGA-94-7943 80 0 NA 559 lung stage ia t1b nx mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1961 r0 white not hispanic or latino NA NA 5 3 1 5 4 3 3 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.340790120 11.063347350 0.410015403 6.534175243 6.881729461 0.410015403 1.731965214 5.037369043 -0.589876022 3.053910681 9.557259393 NA 7.552161087 8.318447003 3.695459383 -0.004913521 -0.589876022 -0.589876022 -1.589876022 -0.589876022 6.476143487 11.841682589 8.500166672 7.319947539 8.422678727 0.731965214 10.179892176 NA -1.589876022 NA 1.410069692 5.740970722 11.943505798 14.182290858 9.898898662 10.746839857 10.724920854 4.387334966 NA 11.611718858 1.580000725 7.979416621 2.110496882 NA NA 11.831918043 4.751153039 12.321914457 11.738223008 10.329290129 9.836345336 6.662719639 NA 9.774189107 NA 3.053910681 9.817853297 3.995014096 9.817853297 NA 7.800223033 5.933617486 6.594929177 NA 4.454445715 7.767606469 NA NA 9.028439861 6.046678762 NA -1.589876022 12.341530637 1.568713149 4.340790120 2.193519447 4.765667341 5.569925463 1.410069692 8.596168507 NA 7.486869606 1.410069692 0.3582200 0.9003000 -0.0250720 1.8381000 -0.4401600 0.4669000 0.4669000 0.3570800 0.3570800 -0.0252090 -0.0252090 3.6569000 1.0325000 -0.4383700 0.3486000 0.3378800 0.4251300 0.2843800 -0.7753200 -0.4779700 0.3728200 -0.0226060 -0.4438300 -0.4520600 1.8198000 0.5570800 0.1595000 0.1595000 0.1878300 0.0105640 -0.3887300 -0.4438100 0.9003000 -0.0250720 -0.0737430 -1.2929000 -0.4509300 -0.4509300 1.0992000 -0.4494000 -0.4401600 -0.4401600 -0.4222200 -0.4573300 -0.4456600 0.0493980 0.3153000 -0.0252090 -0.0252090 -0.3506500 -0.4409100 -1.2929000 -0.4383700 -0.4383700 0.3875000 0.3875000 -0.1600100 0.1792000 0.3486000 0.3486000 0.3333500 0.2843800 0.2843800 -0.1577100 0.3728200 0.3728200 -0.0242510 0.0000000 0.9422100 0.9422100 -0.0541510 -0.4561800 -0.4881700 -0.4135500 -0.3687300 -0.3687300 0.1878300 0.0077783 0.0206230 0.0206230 0.0293250 0.394 0.234 0.205 0.349 0.349 0.349 0.284 -0.450 0.373 0.000 0.000 0.942 0.000 -0.444 -0.444 -0.414 -0.414 -0.031 0.358 0.160 0.160 -0.369 0.188 0.852 0.000 0.620 1.071 -0.440 -0.440 -0.045 -0.446 0.357 0.357 0.000 0.000 0.177 0.528 -0.438 -0.438 0.000 0.000 0.394 0.234 0.205 0.349 0.349 0.349 0.284 -0.450 0.373 0.000 0.000 0.942 0.000 -0.444 -0.444 -0.414 -0.414 -0.031 0.358 0.160 0.160 -0.369 0.188 0.852 0.000 0.620 1.071 -0.440 -0.440 -0.045 -0.446 0.357 0.357 0.000 0.000 0.177 0.528 -0.438 -0.438 0.000 0.000 7.3048724 9.3606103 2.3169567 5.4434774 6.8735782 10.2377941 10.1946893 7.7915973 9.4427889 1.8694766 7.0860109 NA -0.5898760 11.1317945 0.7319652 10.6439736 7.2618035 9.5553497 11.0317789 14.6627753 6.3407919 10.2226329 11.1135254 -1.3759459 7.5419113 NA 10.2827293 8.6121660 10.3307533 -1.4787482 1.9950141 15.3852530 8.2445256 9.7670565 3.9336198 11.0948030 9.1208607 10.164942 11.223635 9.960801 6.381598 7.415679 8.196324 11.581075 9.936554 9.305630 10.205282 7.316945 9.468019 9.053009 13.925415 13.076833 11.576531 6.292697 10.794838 9.389479 12.639399 10.680350 4.970614 11.738223 11.414450 10.125158 10.959598 6.998769 13.903355 9.564240 3.364250 12.456496 11.532235274 12.732545924 2.316956668 8.885787873 11.063347350 12.016922230 13.867755250 9.019233207 10.536991105 8.502811521 11.265701535 9.052106097 14.689900710 3.053910681 7.316944906 11.228836243 8.236603112 5.352567867 8.689665030 10.688794234 -0.589876022 7.840506665 10.911891601 10.450344101 7.949213326 9.898898662 9.200402831 6.718393138 6.061106528 5.476145108 9.513342102 NA 4.191412625 9.193052680 -0.004913521 10.916609950 4.518579200 12.321914457 13.309222467 10.028898682 10.684432525 11.941070245 6.662719639 -0.589876022 -0.004913521 10.239777155 10.198364862 5.410052727 9.817853297 11.668473208 4.559803813 6.554713164 9.817853297 12.459987994 10.261413046 9.033021249 0.410015403 9.851442358 8.877364511 10.176997382 8.235013289 10.948243327 TCGA-94-8035 64 0 NA 122 lung stage iib t3 n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1961 r0 white not hispanic or latino NA NA 4 1 2 3 1 2 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.38920957 0.54369384 3.91295638 7.07249923 NA -1.04126866 5.16820878 -1.04126866 10.68454929 6.18757576 3.20669010 8.23720661 0.95873134 6.60980814 0.95873134 3.04621164 2.28068912 2.54371858 -0.04126866 7.47445714 11.42636257 8.19237666 5.02484712 8.31850666 4.35107704 11.47100365 -1.04126866 NA NA 1.76612867 6.23488064 0.54369384 13.04207012 10.65746164 11.47470322 11.45386251 4.63117997 NA 11.70653042 -0.04126866 8.68018087 3.48231911 1.95876845 NA 11.17317635 3.29002622 11.12648876 12.61871835 9.24531477 10.02238807 3.95875917 NA 10.20371542 NA 2.86564173 7.80738004 1.76612867 9.19835565 4.65919389 8.85508929 5.94744174 2.28068912 NA NA 6.43448979 1.28065943 -0.04126866 9.65050053 6.14858233 NA NA 11.32617177 5.37102908 1.76612867 -0.04126866 1.28065943 3.54371858 3.41818995 7.91295339 NA 7.52481123 -1.04126866 -0.01807800 -0.00646370 -0.03313200 1.48800000 1.45860000 0.42620000 0.42991000 0.00048149 0.00048149 0.00138680 0.00138680 0.00097064 0.03537100 0.41061000 0.00000000 0.00666530 0.05281000 -0.47332000 0.01964300 0.01195800 0.01824300 0.07613500 0.01098200 0.01098200 -0.03558500 -0.03558500 0.00986690 0.00986690 -0.14103000 -0.11757000 0.00555290 -0.46025000 -0.00360110 -0.06262900 -0.04739500 -0.46270000 -0.46621000 -0.46621000 0.47101000 -0.41542000 -0.42211000 -0.46344000 -0.46344000 -0.46104000 -0.46104000 0.02020300 0.00708260 0.00138680 0.00138680 0.00097064 -0.28560000 -0.26468000 -0.26468000 -0.26107000 0.05779600 -0.47554000 -0.76467000 -0.45950000 0.00930980 -0.00304750 0.05281000 -0.48134000 -0.45950000 0.01964300 0.01153300 0.01153300 -1.02650000 -0.45286000 -0.47141000 0.07613500 -0.14888000 0.01098200 -0.03558500 -0.03558500 0.01056400 0.04117500 0.00777830 -0.11757000 -0.11757000 -0.11757000 -0.11757000 -0.474 -0.474 -0.412 0.000 0.000 0.000 -0.441 0.000 0.000 -0.453 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.268 0.731 -0.415 -0.415 0.430 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.265 -0.265 -0.118 -0.118 -0.474 -0.474 -0.412 0.000 0.000 0.000 -0.441 0.000 0.000 -0.453 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.268 0.731 -0.415 -0.415 0.430 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.265 -0.265 -0.118 -0.118 8.0462198 8.7368342 NA 8.1971616 5.9474417 10.1614931 11.3575007 8.7136446 10.2545259 -1.0412687 6.5056512 NA 0.5436938 11.6643894 NA 11.2354630 6.4263620 9.0970287 10.9394500 15.2568912 2.1286893 10.9897689 11.3011095 3.2127405 10.0828783 NA 2.4181899 9.3294445 10.3499898 2.2217843 2.1286893 16.0488384 7.9360372 9.5853787 4.3850237 11.3855459 9.6695635 10.201336 12.730659 9.698538 NA 9.011325 9.614288 11.342731 9.809725 8.960165 9.753985 7.501789 10.938522 10.067281 10.672143 14.707867 11.158123 6.889494 10.533823 8.403772 13.089328 11.408164 4.933285 12.618718 10.910770 10.496946 10.542310 6.513345 13.363703 12.098948 3.206690 10.487699 11.940324 9.421259 -1.041269 8.923098 12.389210 10.535241 14.494609 10.352148 10.193766 9.118628 9.697694 9.759657 13.833930 10.684549 7.501789 7.865648 7.338136 4.316312 7.853575 11.333253 NA 6.871647 12.335289 7.762888 9.766917 10.657462 8.664389 4.958759 4.543719 3.713641 9.169428 1.766129 3.659194 7.961572 NA 9.024846 3.206690 11.126489 13.215187 10.371856 10.812067 10.758848 3.958759 2.659194 -1.041269 9.240687 9.570704 4.003152 7.807380 12.261539 5.645258 4.912952 9.198356 12.626977 10.799535 8.273907 NA 8.842928 8.888371 9.119889 6.368148 10.669994 TCGA-94-8490 70 0 NA 153 lung stage iib t3 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white not hispanic or latino NA NA 5 2 3 2 2 2 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1417030 NA 1.7357821 7.7937555 2.3207157 -1.2643045 3.1280789 NA 1.0576929 4.2276179 NA 8.2865106 6.7964602 4.0576929 -1.2643045 NA NA -1.2643045 NA 6.4500086 11.7746828 5.8337958 4.0933151 7.7101783 -1.2643045 10.7385789 NA 0.7357821 NA NA 9.1515057 -1.2643045 12.2903479 9.9537215 11.4457092 12.0331101 2.4362152 NA 11.8709921 5.4081888 7.8013145 -1.2643045 NA -0.2643045 11.5264687 3.1280789 10.7927402 13.4995929 11.4390186 9.1387333 5.5559419 1.5430999 9.8225635 2.0576929 0.7357821 10.4213887 2.1951901 9.7180444 NA 9.4405320 2.8232195 NA NA -1.2643045 5.0025495 0.7357821 -1.2643045 9.2415754 5.0933151 NA 0.3207735 7.5366637 -1.1532861 1.7357821 NA -1.2643045 0.7357821 NA 6.2435587 NA 5.5559419 1.4647728 1.3219000 0.6209700 0.6264200 1.4160000 0.0061090 -0.0327230 -0.0062286 -0.0033243 -0.0033243 0.0213230 0.0213230 -0.0410240 -0.0410240 2.1658000 0.0040243 0.0058309 0.0058309 0.0000000 0.0270540 0.0370760 0.0095883 0.0423070 -0.0074720 0.0146090 0.0061090 -0.7128300 0.8996900 0.0303100 0.0329860 -0.1115500 -0.7496800 -0.7475100 0.6209700 0.6264200 -0.0660720 -0.7451500 -0.7451500 -0.7451500 1.4598000 -0.7381000 0.0061090 -0.7439400 -0.7439400 -0.7516700 -0.7516700 0.6625300 -0.0033243 0.0213230 0.0087528 -0.0410240 -0.7528800 -1.2929000 -1.2929000 -0.0013858 -0.0197700 -0.0197700 0.0012481 -0.7214600 0.0040243 -0.0213730 0.0058309 -0.7454200 -0.7454200 0.0441480 0.0023581 0.0023581 0.0000000 0.0000000 0.6959600 0.0423070 0.0423070 0.0146090 -0.4172900 -0.7128300 -0.7186200 0.0178240 0.0329860 -0.0978910 -0.1115500 -0.1115500 -0.1115500 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 0.000 0.621 0.621 -0.745 1.416 -0.701 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 0.000 0.621 0.621 -0.745 1.416 -0.701 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 9.344019 7.313192 NA 9.950083 9.690687 9.530180 10.890582 8.071154 9.217563 3.057693 6.549544 -1.264305 -1.264305 10.516304 -1.264305 11.180341 6.517123 10.316493 10.851435 14.576493 2.823219 9.545532 11.013923 NA 10.204388 NA 3.057693 8.388609 10.395760 -1.100670 NA 15.797272 7.533426 9.657605 3.593748 11.134775 9.118388 10.018852 12.246157 10.693229 1.320716 9.692866 9.004891 11.547741 10.473434 8.618407 10.728348 7.584387 11.525287 7.490651 12.346558 13.364039 11.978640 3.593748 10.379620 7.123781 13.407084 10.585951 5.958801 13.499593 10.476809 9.923116 10.296574 7.746991 12.832382 12.656303 3.195190 10.299913 10.779133 11.919709 NA 8.874036 11.141703 10.978343 13.757220 9.918779 10.018186 7.574967 9.542313 9.155724 11.889633 1.057693 7.584387 12.236108 4.259325 4.093315 5.393976 9.838396 1.543100 5.654627 11.586732 8.053177 7.777423 9.953722 8.213522 3.983687 3.823230 2.823219 9.353231 NA 4.490654 7.473856 -1.264305 8.473856 4.689959 10.792740 12.395202 9.812579 11.037832 10.877232 5.555942 1.320716 8.573392 9.611513 8.368759 6.030385 10.421389 11.489398 5.925589 4.945219 9.718044 11.566279 9.494820 8.430992 NA 8.288433 9.028822 9.417002 7.145155 10.789350 TCGA-94-8491 73 0 NA 810 lung stage iia t2a n1 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 56 1956 NA white NA NA NA 6 3 2 1 4 1 3 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.08174865 10.55548556 NA NA 7.56962020 1.08174865 1.88912305 5.63298938 0.08174865 3.32971204 4.40371083 0.66675659 8.13977132 2.88914252 2.98866651 -0.91811503 -0.91811503 2.08178273 0.08174865 0.08174865 7.01841719 9.68633296 7.81309880 4.03597574 8.76126000 1.88912305 11.62215004 NA -0.91811503 -0.91811503 0.66675659 8.75949942 -0.91811503 14.34211132 10.22898471 10.69003465 12.38256132 8.01547025 -0.91811503 11.51144807 0.08174865 9.58880138 3.88913278 -0.91811503 8.89074398 11.01691537 4.50804194 10.12480708 12.60843309 9.76477441 9.59851390 3.83667150 NA 9.38670146 NA 2.08178273 11.01399452 5.57363204 9.80970029 NA 9.08600031 5.90195777 3.40370401 0.08174865 0.66675659 5.63636941 1.08174865 NA 9.77003019 4.88913278 NA NA 10.87497666 NA 4.50804194 -0.91811503 1.40370401 -0.91811503 1.88912305 8.54734610 0.08174865 6.98264683 4.56784963 -0.0604080 0.6825400 0.1611500 1.0752000 0.0744080 0.8627500 0.5933200 0.0721090 -0.4143000 0.0837760 0.0847870 0.0566550 0.1257900 -0.4150900 0.0204830 0.0068552 0.0068552 -0.3863800 -0.3996400 0.2676500 0.4153000 0.1758800 0.4089400 -0.0269880 0.0467000 0.0467000 0.0000000 0.0000000 0.0585090 1.7087000 -0.0769960 -0.0604080 0.4597900 -0.4241800 -0.4167400 0.4248600 -0.3747100 -0.4294200 0.2257600 -0.1312200 0.0744080 0.0744080 0.0203430 -0.0085883 -0.2643200 -0.4411300 0.3194100 0.0837760 0.1074600 -0.4360400 0.8914600 -0.9483200 -0.9483200 -0.4235300 0.0988510 0.0988510 0.0678050 -0.4295300 -0.4216700 -0.5028700 0.0493980 -0.3863800 -0.3863800 -0.3996400 -0.1321200 -0.1321200 0.0413170 0.2384500 -0.4130700 -0.4130700 0.0424490 -0.4705600 0.0467000 0.0467000 -0.4172900 -0.4172900 -0.4390800 -1.1454000 -0.1574500 -0.1574500 -0.1063100 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 0.000 -0.132 0.000 0.000 -0.413 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 0.000 0.632 0.000 -0.031 0.226 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 -0.436 -0.436 0.000 -0.424 -0.157 -0.157 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 0.000 -0.132 0.000 0.000 -0.413 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 0.000 0.632 0.000 -0.031 0.226 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 -0.436 -0.436 0.000 -0.424 -0.157 -0.157 8.74533785 7.20072111 0.66675659 5.25170395 6.59747903 9.26541509 11.37754871 9.00021075 10.23596502 0.08174865 7.74355805 NA 0.66675659 11.14820543 0.08174865 10.78221950 4.08178273 9.56156004 10.59957221 14.08893850 5.73999118 11.16592381 11.75530973 -0.91811503 10.67796958 -0.91811503 3.32971204 9.76565160 10.41267992 NA 0.08174865 14.88088431 7.93664795 9.60534172 3.78221983 10.53247554 8.66298055 9.978112 12.748780 9.849137 -0.918115 8.545304 7.882680 12.432857 9.038882 7.461159 10.280839 7.000643 10.303941 11.046121 13.984202 14.333743 12.041420 7.059060 10.719310 8.796025 12.954166 10.776138 6.444513 12.608433 11.807998 9.626744 9.738205 7.613161 16.360567 11.180141 2.403704 10.397495 9.712957 11.424132 2.403704 8.858213 10.555486 10.002877 14.317792 9.480523 8.440958 9.617055 10.297313 9.752436 15.023813 3.329712 7.000643 10.644022 7.053323 5.681694 9.069044 12.317794 NA 7.973564 10.960980 8.589574 8.595507 10.228985 8.928837 7.371798 6.895561 4.636369 9.314201 -0.918115 -0.918115 7.882680 -0.918115 8.394663 3.541217 10.124807 13.792263 10.903554 10.941315 10.446462 3.836671 1.081749 NA 9.932748 9.242912 5.456819 11.013995 11.292755 5.557514 7.367182 9.809700 12.791079 10.220692 8.450286 NA 9.492231 10.626937 9.771778 7.843331 10.723831 TCGA-94-A4VJ 71 0 NA 430 lung stage ia t1b n0 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 37.5 1962 NA white not hispanic or latino NA NA 1 1 1 6 1 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.57969665 NA NA 7.56642475 1.73352789 -0.07384873 5.02883875 0.51116439 3.44974624 6.59860490 NA 11.31312004 3.09611002 2.73352789 0.51116439 NA NA NA NA 6.88037575 11.38330409 6.73353467 2.38562430 8.28592926 0.92615127 12.47692655 NA -1.07369689 NA NA 7.61966684 NA 15.55434005 10.19997533 10.73835704 11.51489440 4.09610158 NA 10.60961305 6.39378513 9.17596889 -0.07384873 -1.07369689 NA 10.75358599 4.51114541 11.17707028 12.29086163 9.98213997 9.12778905 4.80882263 NA 9.65495067 7.69436416 1.73352789 11.32144612 2.38562430 10.60829650 NA 8.50549559 5.26602940 2.83307224 NA -1.07369689 5.77166905 -1.07369689 NA 9.53812664 5.21158075 NA NA 10.74556055 -0.67323258 2.09609315 4.05546466 -0.07384873 5.70753859 0.51116439 7.84205926 NA 6.77167037 2.62662603 0.3469700 0.3518600 -0.0139530 1.4452000 0.7438500 0.7727200 -0.0085766 -0.0200010 0.3243100 0.3967800 0.7600600 -0.4116800 0.8360800 -0.3945300 3.6569000 0.7598700 -0.3789800 -0.0291750 0.3777500 -0.0169790 -0.0031859 0.3564300 0.3460000 -0.0254830 0.2782100 0.2782100 -0.0456350 0.6342600 0.2435800 0.1348000 0.3020200 -0.3953000 0.3518600 -0.0268510 -0.0183750 1.0444000 -0.4090400 -0.4329900 1.4032000 0.3223700 0.0735460 -0.4146500 -0.4146500 -0.0085766 -0.2166400 -0.0200010 0.3243100 -0.0065050 -0.4187100 -0.8646800 -0.4109100 -1.0915000 -0.3945300 -0.3945300 0.3429100 0.3429100 0.3427500 -0.3935200 0.2872300 0.2872300 -0.3969700 0.6855200 -0.0291750 0.3777500 -0.0288580 -0.0069195 0.5784400 -0.3114300 -0.3858200 0.3692000 0.3564300 -0.0254830 -0.3692900 0.2782100 0.0076392 -0.3960800 0.2462200 0.6331700 0.6331700 0.6331700 -0.4203600 0.343 0.343 0.000 0.287 0.760 -0.375 0.000 0.000 0.000 0.273 -0.305 0.000 0.000 0.346 0.000 -0.375 -0.096 0.000 0.346 0.000 0.634 -0.396 0.246 0.352 0.000 -0.409 0.994 0.249 0.000 0.737 0.000 0.000 0.324 0.000 0.000 -0.383 0.836 -0.395 -0.395 0.633 0.113 0.343 0.343 0.000 0.287 0.760 -0.375 0.000 0.000 0.000 0.273 -0.305 0.000 0.000 0.346 0.000 -0.375 -0.096 0.000 0.346 0.000 0.634 -0.396 0.246 0.352 0.000 -0.409 0.994 0.249 0.000 0.737 0.000 0.000 0.324 0.000 0.000 -0.383 0.836 -0.395 -0.395 0.633 0.113 7.23906288 7.43000587 1.51116439 6.75272852 8.99361408 9.27158511 10.69188028 8.77636657 11.01331109 -1.07369689 5.75907059 NA -1.07369689 11.15680070 -0.07384873 10.31903383 6.21158269 8.57543600 10.36636375 13.86741082 2.83307224 10.60653930 11.37636001 1.24810974 12.16039844 -1.07369689 3.01364091 9.90703336 9.92828445 1.48197053 3.57003783 15.24780844 6.81492335 9.71815661 4.28372920 10.54502411 10.11229406 10.2946862 12.0583581 10.0835267 0.9261513 9.7503430 7.6126805 11.9978097 9.8019292 7.2115817 10.7586743 6.5772309 11.6638412 9.4458161 12.5127850 14.1508221 11.8114948 7.0399214 11.3014908 8.0554630 12.6264027 9.9862001 5.6802653 12.2908616 10.9005944 9.7669577 10.4029259 7.8420593 13.0287469 9.3141971 -1.0736969 9.4290116 10.82213365 10.68814643 -1.07369689 9.00433060 11.57969665 10.59550776 13.12906347 9.33663107 8.91971251 9.58706696 9.87673564 8.96372669 15.55100378 3.44974624 6.57723092 11.80269673 6.07592620 5.28373291 7.42602568 10.27711894 NA 7.16458417 11.44483295 9.54180946 8.47114437 10.19997533 7.34403220 6.24810784 5.57003480 7.85987019 9.72059570 -0.07384873 NA 8.30555791 -1.07369689 9.30013242 3.24810974 11.17707028 12.44483292 10.55826620 11.08699661 10.54548271 4.80882263 1.51116439 8.30772268 11.29632226 9.75034304 3.78415845 11.32144612 10.67730536 6.72707909 5.57003480 10.60829650 12.19749688 10.73915927 8.50360872 5.83306971 7.39785515 10.97932844 9.24810784 6.22996085 11.00032126 TCGA-94-A5I4 61 0 NA 491 lung stage iia t2a n1 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 NA rx white not hispanic or latino NA NA 5 3 4 4 2 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3537435 NA 0.1961034 9.6327922 NA -0.8038966 4.8685040 NA 7.7235579 3.1029772 NA 8.7018924 4.0540583 3.3660004 NA -0.8038966 NA 2.1960719 NA 6.2941134 11.7941332 7.1733603 2.6555121 8.2861932 4.1029688 10.9021450 NA 5.5359316 NA 1.1961034 4.6555121 0.1961034 13.5637002 10.4958611 11.3926828 11.4119170 4.7810449 NA 11.4835045 3.2835366 8.3478078 1.7810239 NA NA 11.9224011 4.4814798 11.5697615 13.9410722 11.5514318 10.4643771 4.5536308 NA 10.1407928 NA 3.5883968 7.8965207 1.7810239 9.7008997 NA 8.9509682 3.7196435 3.1960877 -0.8038966 0.1961034 5.8399369 NA NA 9.7497101 6.0787230 NA NA 8.3330717 NA 1.5180315 NA 0.1961034 NA 2.1960719 8.0571676 -0.8038966 7.9307906 1.0835878 -0.4977400 0.5108900 0.8637400 3.6569000 -0.4992300 -0.4975700 -0.4882700 -0.4959000 2.5542000 -0.4521100 2.2619000 3.6569000 1.0582000 -0.4808100 -0.0099565 1.5818000 0.0000000 -0.4997500 -0.1208200 -0.1208200 0.3412800 0.4610900 1.6579000 -0.4692900 0.5729100 0.9051200 0.4853400 0.4853400 0.5689900 0.2302000 -0.4977400 -0.4977400 0.5108900 -0.4363700 -0.5525600 -0.4913100 -0.4864900 -0.4864900 -0.4864900 -0.4877500 1.5958000 -0.4799700 -0.4799700 -0.4882700 -0.4943400 -0.4837600 0.2515200 0.0176840 -0.9867400 -0.4846000 -0.4808100 -0.4808100 -0.4808100 1.5816000 -0.1838300 2.5460000 -1.2200000 0.0620800 0.0211830 0.0083351 0.0000000 -0.4999600 -0.4806000 -0.1170400 0.3412800 0.3412800 0.4911300 -0.4902600 -0.5051500 0.4610900 0.5306400 -1.2929000 -0.0384450 -0.3611300 -0.4673800 -0.4847000 0.5689900 -0.5842200 -0.5842200 0.2395400 0.2781000 -0.488 -0.488 0.000 0.000 1.529 0.000 -0.477 -0.121 0.341 0.491 -0.490 -0.044 0.461 0.365 -1.293 0.000 0.000 -0.455 0.000 0.485 0.485 -0.467 0.569 0.075 -0.436 -0.491 -0.491 -0.422 -0.422 -0.494 -0.494 -0.240 0.252 -0.440 -0.440 -0.485 0.574 0.998 1.478 0.240 0.240 -0.488 -0.488 0.000 0.000 1.529 0.000 -0.477 -0.121 0.341 0.491 -0.490 -0.044 0.461 0.365 -1.293 0.000 0.000 -0.455 0.000 0.485 0.485 -0.467 0.569 0.075 -0.436 -0.491 -0.491 -0.422 -0.422 -0.494 -0.494 -0.240 0.252 -0.440 -0.440 -0.485 0.574 0.998 1.478 0.240 0.240 7.8895678 8.5089638 1.5180315 7.1502774 7.2239862 9.4803265 10.3703823 7.5661142 9.1546333 1.1961034 6.7196421 -0.8038966 0.7810659 11.5966934 0.1961034 11.9068871 8.2728961 9.1704952 11.4159450 14.6336703 4.8107927 9.7516284 11.2638511 1.1961034 11.0656746 0.7810659 0.1961034 8.6139331 10.1378547 0.3466449 NA 15.3194141 8.2594759 8.9205946 3.5180063 10.8947854 9.2993685 11.474821 11.949297 9.375990 NA 9.987244 9.418876 10.945950 9.013064 7.940914 10.780573 8.513494 10.577040 7.854292 11.214976 13.681658 11.451699 5.655512 11.353743 5.795993 12.330667 10.868948 5.637532 13.941072 10.420685 9.183345 11.611030 7.810791 13.908285 13.245759 3.518006 12.336591 12.226575 10.323430 3.366000 9.566768 11.353743 10.212193 14.298342 9.104473 9.825966 8.184765 10.221220 10.530354 13.427077 7.723558 8.513494 11.658839 7.803411 4.102969 7.371006 11.403400 NA 6.605472 11.785966 9.050949 8.603349 10.495861 7.695926 6.207307 4.481480 3.102977 9.756414 NA 7.054062 7.420082 1.196103 8.884331 6.622346 11.569762 12.959916 10.032131 10.574376 11.630188 4.553631 4.102969 NA 10.171212 10.210799 5.366007 7.896521 11.464330 7.444009 6.218448 9.700900 11.966951 10.217061 8.920595 6.283544 9.766885 9.528789 9.704866 7.675861 9.780104 TCGA-94-A5I6 62 0 NA 538 lung stage iib t3 n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1972 rx white not hispanic or latino NA NA 5 3 2 3 2 2 2 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.50132329 -0.06190244 NA 8.64203075 7.25100988 1.93813521 4.32044857 -1.06190244 10.38158870 8.03615932 0.93809756 10.74709120 7.39755827 2.63856045 -1.06190244 3.46168571 0.93809756 0.82952487 NA 6.01494216 11.97412889 7.45382702 6.70631090 8.27128233 2.63856045 11.04403559 2.74547400 3.46168571 NA 6.46950833 5.08787437 2.10805603 13.64023695 10.14940698 12.05056655 11.52684168 5.24190881 NA 11.70258400 4.02558698 9.25400108 1.26002566 NA 10.15062339 10.98759785 5.07049667 11.15971420 12.80025972 11.09104563 10.80983982 5.58198387 NA 10.35334061 3.63857203 3.39755656 8.04403559 1.74549551 10.10491779 5.61055243 9.40369336 6.35598002 3.33044367 NA 0.52306006 6.33900729 NA 0.93809756 10.58288469 9.07383630 -1.06190244 4.36439033 9.17772549 1.03913839 0.93809756 NA 8.31157940 1.74549551 -0.06190244 8.81003237 0.93809756 7.20958983 -0.27107817 0.3711700 0.3813800 0.0947690 2.9609000 -0.2419200 0.7915300 0.8129800 0.0808890 0.0808890 0.1634000 0.1634000 -0.1491300 0.4713500 -0.1463100 -0.1428400 0.5514200 -0.2031100 -0.1731000 -0.2265000 -0.2265000 0.1133000 -0.1800500 -0.1739800 -0.1739800 0.6417600 0.6417600 0.3961200 0.3961200 0.4047700 0.3129000 -0.6171000 -0.1689900 0.3813800 -0.9275600 0.0947690 -0.2464200 -0.2464200 -0.2464200 0.1560600 -0.2498800 -0.2563600 -0.2563600 -0.2563600 -0.0073339 -0.0073339 0.0826210 0.0693820 0.1634000 0.1456300 -0.6112400 -0.1463100 -0.1463100 -0.1463100 -0.1463100 -0.2413100 -0.2413100 -0.9132700 0.0000000 -0.1428400 -0.1428400 -0.2031100 -0.1673900 -0.1673900 -0.0726750 0.1133000 0.1133000 0.0770050 0.0808890 -0.1800500 -0.1800500 -0.1800500 -0.1718300 -0.1952500 0.6417600 -0.1401300 -0.1401300 0.4047700 -0.1935000 -0.1935000 -0.2011200 0.2850000 -0.241 -0.241 -0.143 -0.143 0.551 -0.203 -0.167 -0.226 0.113 0.000 0.000 -0.180 -0.180 -0.174 -0.174 -0.195 0.447 0.000 0.357 0.396 0.396 -0.140 0.405 0.381 0.381 -0.090 0.156 -0.250 -0.250 0.792 0.000 0.000 0.000 0.163 0.163 -0.395 0.216 -0.146 -0.146 -0.201 0.084 -0.241 -0.241 -0.143 -0.143 0.551 -0.203 -0.167 -0.226 0.113 0.000 0.000 -0.180 -0.180 -0.174 -0.174 -0.195 0.447 0.000 0.357 0.396 0.396 -0.140 0.405 0.381 0.381 -0.090 0.156 -0.250 -0.250 0.792 0.000 0.000 0.000 0.163 0.163 -0.395 0.216 -0.146 -0.146 -0.201 0.084 8.71456013 7.84501765 -1.06190244 5.02559141 7.86590521 10.24019470 10.57701541 8.91875235 10.32075103 0.52306006 7.12300188 NA -1.06190244 10.64721088 -0.06190244 10.80231319 7.62112146 9.26792339 11.28754098 14.56924725 1.26002566 10.52543575 11.46021812 0.12710497 11.73862253 NA 9.16694562 8.88795381 9.34006261 0.20714320 3.79610971 15.42712826 8.48309143 9.68967114 3.93812580 10.64073262 9.59097209 10.267923 11.546613 10.199634 1.260026 10.014943 7.603463 10.839371 9.130420 8.915407 10.792606 9.349638 10.741007 6.330444 13.846660 13.240695 11.930711 8.892323 11.513844 9.141475 12.266942 10.631614 5.341224 12.800260 11.109929 9.746287 10.859968 7.330445 13.158807 13.342204 3.186057 10.535714 11.713943 10.946906 2.260056 9.650654 10.501323 11.295404 14.376561 9.319670 10.335021 8.585586 10.383659 8.417907 13.575658 10.381589 9.349638 11.317776 6.330444 7.204913 6.277977 11.785184 -1.061902 6.545457 10.671142 7.780477 8.896680 10.149407 6.659227 5.277977 4.523091 3.025596 8.939535 4.397557 7.912541 8.178918 -1.061902 9.493675 2.397557 11.159714 13.328565 10.764676 11.434981 11.684851 5.581984 -1.061902 9.222373 10.902829 11.034513 8.908233 8.044036 11.403183 11.677064 6.745482 10.104918 12.203303 10.934954 8.479224 4.067406 2.397557 9.036593 9.945855 8.467557 10.416897 TCGA-96-7544 83 1 2160 NA lung stage iib t2 n1 mx male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 65 1943 NA white not hispanic or latino NA NA 4 1 1 1 1 1 3 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.50607422 -1.63800711 -1.63800711 8.29123195 0.68392098 4.31616747 3.85382603 -0.05304461 8.28975149 8.19328091 2.94693668 12.57864375 4.16933177 7.07278003 -0.63800711 0.36199289 0.94695539 0.36199289 NA 8.56898783 12.23733907 10.54343653 6.66575374 8.84578954 2.82140409 12.30467143 -0.63800711 1.94691797 4.06241533 0.68392098 8.32631443 1.36199289 13.09483005 9.06328020 10.53252473 11.75657033 7.82549818 -0.63800711 10.76098451 -1.63800711 9.24687691 4.97668440 0.36199289 NA 11.50852007 4.96352036 11.38987969 13.50720372 10.20707169 11.18399074 4.90113238 -0.05304461 10.03262999 NA 5.02018659 11.90367533 5.31617109 10.65083976 4.14333627 9.16125536 7.39539704 6.32775741 -0.63800711 -0.05304461 6.38434170 -1.63800711 -1.63800711 10.37180234 5.81318604 NA -1.63800711 10.76871018 0.32918102 4.60990267 0.36199289 3.60989677 0.94695539 0.36199289 10.01660969 -0.05304461 6.91272051 2.26885355 1.2115000 0.0100520 0.0136770 0.4555300 0.0198280 0.9116400 0.9116400 -0.1250800 -0.1250800 0.0028197 0.0195480 3.0125000 0.0000000 0.7584000 0.4993100 0.4375500 0.0074062 -0.5125600 0.0140960 -0.0296760 0.4700400 0.4674700 0.0082412 0.0082412 -0.0455910 -0.0455910 -0.5085300 0.0030974 -0.0195440 -0.1314300 -0.0103250 -0.5019000 0.0083804 -1.0764000 -0.4255700 -0.4977400 -0.4977400 -1.0460000 0.5113000 0.0140410 0.0198280 -0.4993000 -1.1018000 -0.5038700 -0.5100800 -0.5176000 0.0517180 0.0028197 0.5121700 -1.1457000 -0.0139080 -0.4963900 -0.4963900 -0.5038700 0.0026809 0.0026809 0.0036529 -0.5176400 0.5059100 0.4372100 -0.0111530 -0.5027300 -0.5027300 0.0419290 0.0012932 0.0012932 -0.5206800 0.0196880 -0.5213000 -0.0167970 -0.5061500 0.0082412 -0.0455910 -0.0455910 0.0271220 0.0099123 -0.0195440 -0.1029800 -0.1029800 -0.1029800 -1.2929000 0.000 0.000 0.000 0.000 0.000 0.000 -0.503 0.000 0.000 -0.521 0.000 -0.505 0.000 0.000 0.000 0.000 0.000 -0.487 -0.487 -0.509 -0.509 0.000 0.000 0.000 0.000 -0.042 0.456 0.000 0.000 0.408 -0.504 -0.518 -0.300 0.000 0.000 -0.454 0.000 0.000 -0.484 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 -0.503 0.000 0.000 -0.521 0.000 -0.505 0.000 0.000 0.000 0.000 0.000 -0.487 -0.487 -0.509 -0.509 0.000 0.000 0.000 0.000 -0.042 0.456 0.000 0.000 0.408 -0.504 -0.518 -0.300 0.000 0.000 -0.454 0.000 0.000 -0.484 -0.131 -0.131 9.4199654 8.0076323 0.6839210 8.3647886 6.7062695 10.5958929 11.3948803 9.4760608 8.5530329 3.2688685 6.1563905 -1.6380071 1.3619929 13.2952955 0.3619929 10.1657012 5.7018235 9.2583060 11.1867694 13.8010578 5.0762213 11.4216561 10.8318698 0.9469554 9.8933551 NA 2.2688535 9.0475986 9.5387640 NA -0.6380071 14.9345999 7.6816460 10.4524169 6.2688648 11.2600081 9.2575488 10.913922 11.876195 11.681081 -1.638007 9.938458 10.625243 11.076005 10.647665 7.511721 10.775073 8.642745 11.374073 12.159939 10.209423 14.429072 11.516950 9.004025 11.468373 11.088405 13.866389 11.497042 4.182406 13.507204 13.868963 12.628321 11.099432 8.329200 13.400843 12.142923 4.531899 13.172947 10.729115 10.989736 1.683921 9.570818 12.506074 9.991330 13.900949 9.384341 9.707412 8.699596 10.309245 8.701824 15.226077 8.289751 8.642745 11.350836 8.728296 7.103441 10.204324 10.126016 -1.638007 8.871749 10.141693 10.241174 8.265856 9.063280 9.987226 7.885536 7.034400 7.093293 10.092444 1.683921 6.762854 9.607526 -1.638007 9.286786 4.511721 11.389880 12.731435 10.844530 11.146200 11.212161 4.901132 NA 9.332080 11.653576 11.146609 4.339251 11.903675 12.022750 7.654295 1.946918 10.650840 13.267737 10.650840 9.697922 -1.638007 9.831107 8.770102 9.824987 7.683902 11.315261 TCGA-96-7545 73 1 1736 NA lung stage ia t1 n0 mx male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 116 NA NA white not hispanic or latino NA NA 5 2 NA NA 2 2 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.5374241 11.2270366 -1.5374241 -0.5374241 7.9199603 8.2373668 4.8548983 6.7976122 4.0772857 8.6097845 4.3205641 NA 6.3933167 2.6325009 6.7754628 1.2699308 0.7845040 -1.5374241 -1.5374241 0.4625759 9.4660977 11.8176554 11.0887450 4.1630156 8.4682041 2.5500387 9.9204734 -1.5374241 -1.5374241 NA 5.1207915 7.6695938 -0.5374241 13.8934539 8.9574352 10.9900567 11.3694702 5.8804333 NA 11.3051264 -1.5374241 9.3858924 3.9220075 -1.5374241 -1.5374241 11.1306890 6.1096071 11.3829325 13.6418442 10.8613234 10.2744200 5.3329442 -0.5374241 10.9158503 NA 6.5124276 10.8793772 6.0846320 10.4087549 4.3933201 8.7340426 7.2731513 8.6877872 NA NA 6.6961997 0.7845040 2.2699308 9.8195818 5.5069732 NA NA 10.7427705 -1.1700693 5.9055242 6.4886050 4.3694735 2.0475384 -1.5374241 10.3068931 2.0475384 7.8505969 3.0165498 0.077430 0.829600 0.133320 1.810300 0.155220 0.492510 0.492510 -0.033677 -0.033677 0.142800 0.142800 0.335130 0.707570 -0.032598 0.679750 0.162950 0.081882 -0.248120 -0.238750 -0.225020 0.140280 0.149350 0.152330 0.152330 0.122850 0.498910 0.171810 0.135670 0.340310 0.096089 -0.245510 -0.245510 0.128450 0.133320 -0.266120 -0.240150 -0.240150 -0.240150 -0.240150 0.163850 0.161300 -0.258480 -0.258480 -0.232040 -0.230180 0.357240 -0.044852 0.142800 0.142800 -0.193120 -0.253100 -0.253100 -0.253100 -0.032598 0.160400 0.160400 -0.242040 -0.048478 -0.240580 -0.248250 0.081882 -0.245690 -0.248120 -0.238750 0.137260 0.140280 -0.069538 -0.044551 -0.259740 0.149350 0.149350 0.152330 0.122850 -0.259140 0.146820 0.146820 0.361170 0.000000 0.000000 0.000000 0.000000 0.160 -0.242 -0.239 -0.239 0.000 0.000 -0.248 -0.240 0.140 0.000 0.000 -0.110 0.149 0.152 0.152 0.123 0.123 -0.246 -0.246 0.136 0.136 0.147 0.334 0.133 0.133 1.609 1.609 0.155 0.155 0.262 -0.230 0.000 0.000 0.143 0.143 0.102 0.295 -0.220 0.000 0.000 0.000 0.160 -0.242 -0.239 -0.239 0.000 0.000 -0.248 -0.240 0.140 0.000 0.000 -0.110 0.149 0.152 0.152 0.123 0.123 -0.246 -0.246 0.136 0.136 0.147 0.334 0.133 0.133 1.609 1.609 0.155 0.155 0.262 -0.230 0.000 0.000 0.143 0.143 0.102 0.295 -0.220 0.000 0.000 0.000 8.80131615 7.79349667 0.04753839 7.38739184 6.49600209 9.76636045 10.49324683 8.51786226 9.39109813 2.36946648 6.57632259 -1.53742411 -0.53742411 12.53906127 0.78450398 10.43267113 6.95843440 8.61613160 11.02736744 14.17220203 5.92201227 10.74190007 10.81075453 -1.53742411 9.73986700 NA 3.50697001 9.55929487 10.43121405 -0.41966153 2.92200751 15.70426599 8.06805917 10.04801176 6.06249305 11.48338603 9.19728919 10.2541496 11.2270366 10.4960027 -0.5374241 9.8283553 8.9240592 11.6541016 9.2365431 7.7246748 10.4825179 8.1314645 11.3057136 8.0305358 11.9609303 13.7710254 12.1894364 9.4682043 11.1763958 10.7960146 13.4822573 11.4840802 4.8024311 13.6418442 11.5921847 10.3068931 11.0590024 8.6597965 13.6855130 12.3641066 2.3694665 11.1131827 11.5018415 12.2537426 1.4625759 9.4842538 11.2270366 11.6205581 14.5465557 9.1972892 9.0222627 8.7502920 9.7328749 9.2232997 15.9361665 8.6097845 8.1314645 11.1003366 7.5500426 7.2986299 9.8190317 12.1011287 -1.5374241 9.4334045 11.3306306 10.2107725 8.1647526 8.9574352 8.8321770 7.7525987 7.8698474 6.9301850 9.0736044 -1.5374241 4.5711064 8.4512643 0.4625759 9.3866500 4.0171647 11.3829325 13.3661321 10.9549336 10.8658581 11.5045810 5.3329442 1.0475384 1.2699308 11.4131356 10.3459866 7.1243581 10.8793772 11.9184206 8.7363752 4.7663619 10.4087549 12.7119895 10.0878320 9.9763072 NA 10.1682120 8.6565979 10.1742466 6.9096627 11.0205220 TCGA-96-8169 67 0 NA 557 lung stage ia t1a n0 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1970 NA white not hispanic or latino NA NA 4 4 NA NA 4 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.1208826 NA -1.3891110 8.5431985 NA 1.9329305 4.4936281 -1.3891110 9.5680859 6.3044709 0.1959775 10.6197627 3.9685332 4.1959460 1.4183519 -1.3891110 1.9329305 2.3902550 1.1959775 7.1884128 11.9171881 7.7834115 5.9773051 8.8859443 2.4183519 12.5104353 NA -0.3889221 -0.3889221 0.1959775 9.0361997 5.1501413 14.7334470 9.3524509 11.1822626 11.9322074 5.4564743 -1.3891110 10.7447683 2.4183519 9.8196755 2.6109835 NA 9.0171890 11.6210504 5.4464018 11.5279830 12.2787220 10.0978190 10.0341103 2.8589160 NA 9.4627329 NA 3.9329116 11.1760860 3.5178804 9.7989545 NA 8.4596070 5.6553776 4.8777688 0.9328927 NA 7.4438743 NA 0.6109835 8.9751186 5.8301514 0.6109835 NA 9.3516080 4.0605490 3.0704237 -0.3889221 -0.3889221 1.4183519 6.2834088 8.8754265 NA 6.9101918 2.5331895 0.31498000 0.13007000 -0.00893090 0.34170000 -0.09459200 0.46064000 0.46759000 -0.04305900 -0.04305900 -0.03830600 0.12035000 -0.20436000 0.51403000 -0.38694000 2.47690000 0.02244400 0.02244400 -0.31424000 0.01237600 0.01237600 0.00305220 0.00000000 0.82157000 -0.34927000 0.02034300 0.02034300 -0.21317000 0.09623400 0.16325000 -0.07587800 0.01908300 -0.38906000 0.13007000 0.13007000 -0.01672400 -0.38996000 -0.38996000 -0.38996000 0.34170000 -0.09459200 -0.09459200 -0.06692200 -0.06692200 -0.39530000 -0.39530000 -0.04305900 -0.06862700 -0.03830600 0.12035000 -0.20436000 -0.38694000 -0.38694000 -0.38694000 -0.38694000 0.00027728 0.00027728 0.00027728 -0.39664000 -0.19925000 0.17061000 0.02244400 -0.38145000 -0.38145000 0.00069327 0.00305220 0.00305220 -0.34412000 -0.34412000 0.31225000 0.00000000 0.00000000 -0.34927000 -0.36850000 0.02034300 0.03016900 0.03016900 0.16325000 0.19573000 -0.07587800 -0.07587800 -0.07587800 0.000 0.000 0.360 0.000 0.000 0.000 -0.314 0.000 0.000 -0.344 -0.344 0.312 0.312 0.000 -0.349 -0.368 0.000 0.315 0.315 -0.213 0.000 0.000 0.163 0.130 0.000 -0.390 -0.048 0.000 0.000 0.468 0.072 0.000 0.000 0.000 0.120 0.190 0.394 -0.387 -0.387 0.000 0.000 0.000 0.000 0.360 0.000 0.000 0.000 -0.314 0.000 0.000 -0.344 -0.344 0.312 0.312 0.000 -0.349 -0.368 0.000 0.315 0.315 -0.213 0.000 0.000 0.163 0.130 0.000 -0.390 -0.048 0.000 0.000 0.468 0.072 0.000 0.000 0.000 0.120 0.190 0.394 -0.387 -0.387 0.000 0.000 8.0745081 8.9979241 -0.3889221 2.7809190 6.8349855 8.9508341 10.6784183 9.3257446 10.8891430 -0.3889221 6.7247267 NA 0.9328927 11.9555572 NA 10.4900732 6.8493888 9.1520805 10.8261681 13.9945870 4.9329116 11.5617221 11.1832104 NA 9.2665146 -0.3889221 6.0033009 9.6457829 9.6284814 5.7090149 1.7808980 14.3499206 7.3009821 9.7142718 5.9329116 10.8815713 10.2794258 10.6914684 12.3037084 10.5291018 -0.3889221 9.3312282 7.4966804 11.5424602 10.4139042 6.1501433 10.4442694 7.1501423 11.9302101 10.4442694 12.3056683 13.7756552 12.3788580 7.1227369 10.5796507 9.0330488 13.2015710 11.3939822 4.4237395 12.2787220 11.1418779 11.2139147 10.6611728 8.3354980 13.3984851 9.6243066 0.9328927 10.1540158 11.7776178 12.2115938 NA 8.7129596 12.1208826 10.8583182 13.7215068 10.0230245 8.6592803 9.2302868 9.4959176 8.5163710 15.1118258 9.5680859 7.1501423 11.2125226 8.4813486 5.1959460 10.0049106 13.8325333 NA 7.9101918 11.4584329 9.5637252 9.0897537 9.3524509 8.6277921 8.0927836 5.9685355 6.2034400 9.3295167 -1.3891110 3.6553747 8.3507646 0.9328927 8.9090464 6.0456112 11.5279830 12.2697533 10.1108299 10.3642007 10.7106605 2.8589160 0.6109835 1.4183519 11.8066637 10.0947998 5.2108953 11.1760860 11.3970493 6.6109835 5.4564743 9.7989545 12.3161843 10.4572578 9.5512976 NA 9.3035995 11.1618125 9.4541199 7.1770378 10.8425051 TCGA-96-8170 75 0 NA 531 lung stage iia t1a n1 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 1961 NA white not hispanic or latino NA NA 2 4 NA NA 1 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9665345 -1.2649978 2.0571036 7.4732552 -0.2648245 4.5680504 4.7980194 0.7351755 3.6893551 7.4596775 -1.2649978 8.0593439 4.1274847 5.3790179 1.0570690 1.3201380 -0.2648245 -1.2649978 -1.2649978 7.3862152 11.7963658 7.8305602 4.1945914 8.6937162 3.3201236 14.1882732 NA 0.3200803 0.7351755 1.3201380 7.2189787 0.7351755 14.4657343 10.3243463 11.5130351 10.9320728 6.1360437 NA 11.3208301 1.0570690 8.8791078 4.3498748 NA NA 11.7228395 6.2363644 10.5822207 13.0418453 11.0083762 10.4459698 4.4356019 -1.2649978 8.7124434 6.3201254 4.6658987 9.4502673 4.8644487 10.6390452 5.0389453 8.2743222 6.2108973 8.7505784 0.3200803 0.3200803 6.8226256 0.3200803 NA 9.1424311 5.9050885 NA -1.2649978 8.7295167 1.6800092 3.9050909 5.9023799 1.0570690 3.8226282 4.9639827 9.4111203 NA 6.7740820 2.5548344 0.01282500 0.00000000 0.00000000 0.33031000 0.00044614 1.01970000 1.07060000 -0.00218670 -0.00218670 0.00363790 -0.00702750 -0.31643000 0.35564000 0.08597500 -0.02627400 -0.00716570 -0.02230200 -0.02394700 0.00766950 0.02766800 0.02135400 0.01533800 -0.31830000 -0.31830000 0.00003020 0.00003020 0.02191400 0.02191400 0.36825000 -0.01997100 0.01282500 0.01282500 0.34099000 0.00000000 0.00000000 -0.33338000 -0.33338000 -0.33338000 0.33031000 0.00044614 0.00044614 0.00044614 0.00044614 -0.00121710 -0.00121710 -0.00218670 -0.00218670 0.00363790 -0.00287890 -0.33696000 -0.07784900 -0.67607000 -0.33465000 -0.31900000 -0.33454000 -0.33454000 -0.33454000 -0.02627400 -0.02627400 -0.02627400 -0.02489300 -0.02394700 -0.02394700 0.00766950 0.02135400 0.02135400 0.02177400 0.02177400 -0.31900000 0.01533800 0.01533800 -0.31830000 0.00003020 0.31791000 0.01031500 0.01031500 0.36825000 -0.01997100 -0.01997100 -0.01997100 -0.01997100 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.318 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.368 0.000 0.000 -0.333 0.330 0.000 0.000 1.020 1.020 0.000 0.000 0.000 0.000 -0.298 0.036 -0.319 -0.319 0.000 0.000 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.318 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.368 0.000 0.000 -0.333 0.330 0.000 0.000 1.020 1.020 0.000 0.000 0.000 0.000 -0.298 0.036 -0.319 -0.319 0.000 0.000 6.6776774 7.1360427 -0.2648245 8.8810956 8.1317680 9.4639342 10.7592641 8.2905576 10.3424936 -0.2648245 8.2508631 NA 1.9050813 10.8631577 0.3200803 10.8189751 7.0435020 8.7740823 10.4745431 13.9629673 4.2897533 10.7644506 11.8133142 1.0570690 11.3973867 NA 6.5553422 9.2488910 9.5481349 5.0133327 1.0570690 15.2770616 7.9830911 9.4084724 5.5165226 11.6712491 10.0395147 10.4111204 12.2336386 10.3210648 0.7351755 9.5505467 8.7918011 11.2352583 9.3238780 7.7822873 10.6028282 6.3424943 11.3622252 10.6375384 11.1339070 13.6074054 10.4592509 7.5806535 10.4036052 9.3498732 12.7046398 10.9440074 4.6384446 13.0418453 12.2451857 10.5810454 10.4904682 7.3498730 13.3602649 10.7414894 -1.2649978 9.3726938 11.5179569 11.9796758 2.9830939 9.7699623 11.9665345 10.3535488 15.1187828 8.4442471 9.5602574 8.5978008 10.4770516 8.8618679 15.5335972 3.6893551 6.3424943 11.3754083 7.9543318 6.0660806 9.7449919 12.3124742 NA 8.4967144 10.6239066 9.0480462 9.3672498 10.3243463 9.9657843 7.6178061 6.4356036 5.6893607 10.1264070 NA 2.4356019 8.1966429 1.3201380 9.5908105 4.5425181 10.5822207 13.0725762 10.2320171 11.1593297 11.3090472 4.4356019 -1.2649978 1.7351755 11.3343788 11.1274808 6.4425222 9.4502673 11.1788840 6.8279206 6.7067074 10.6390452 12.3869999 10.3327504 9.1614282 0.7351755 11.2424625 10.6699047 10.0666402 7.9150727 9.8868143 TCGA-96-A4JK 65 0 NA 589 lung stage iia t2a n1 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 110 1957 r0 white not hispanic or latino NA NA 5 2 1 1 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.51889191 -1.09819665 1.22379322 9.06175514 NA NA 6.54364590 NA 10.73200271 4.96797091 -1.09819665 10.50690011 4.22380866 2.22382410 -1.09819665 NA NA 0.48686880 -1.09819665 6.08179338 11.67934449 7.64335044 2.22382410 8.22381155 -0.09804223 9.95377231 2.48684306 8.01562580 NA NA 5.01040838 -1.09819665 14.97552298 10.50458256 11.61290530 11.09571698 4.78452492 0.48686880 12.19060560 1.70924652 7.98326042 2.36131920 NA -1.09819665 11.07920668 4.49881890 11.05067800 13.88229105 12.20051907 9.90163006 5.58838484 -1.09819665 9.89269672 NA 0.48686880 9.50179659 4.68324168 9.85971119 -1.09819665 9.14862428 5.83262170 4.25943822 NA NA 5.79670157 1.48686880 NA 8.61612902 5.74737397 NA -1.09819665 11.37127112 1.11909052 3.48684306 NA 1.22379322 0.48686880 -1.09819665 8.31762561 NA 6.44104187 1.74183368 0.444940 0.603040 1.315900 1.290900 -0.240580 0.792390 -0.248610 -0.236670 0.169110 0.311130 0.600340 0.341120 0.287190 0.182980 1.256900 0.670850 -0.073189 -0.209410 0.618790 1.391700 -0.194620 0.233800 0.627520 -0.255400 -0.244480 -0.233740 1.288200 0.583450 0.192220 0.176480 -0.216760 -0.235950 0.550710 -0.043737 -0.276430 -1.138300 -0.235080 -0.248490 2.019500 -0.242880 -0.248730 -0.251400 -0.231290 -0.248610 -0.247030 -0.210290 0.183590 0.311130 0.593860 -0.240820 -0.669190 -0.663830 -0.663830 0.568450 -0.203740 -0.487120 -0.344770 0.330920 0.493720 0.490440 0.089471 0.612080 -0.210820 0.618790 1.825600 -1.265600 -0.233980 -0.211560 -0.416080 0.389150 0.203660 -0.269150 0.555670 -0.233740 -0.240430 -0.244960 0.199230 -0.131350 -0.131350 -0.131350 0.176480 -0.228 -0.228 0.331 0.490 0.585 0.000 -0.209 0.607 -0.195 -0.226 -0.226 0.000 0.110 -0.067 -0.255 0.549 0.549 -0.236 -0.236 0.583 -0.249 -0.229 0.199 0.567 0.000 -0.235 0.409 -0.243 -0.243 0.103 -0.144 -0.207 -0.042 0.354 0.354 -0.239 0.102 -0.426 0.238 0.045 0.176 -0.228 -0.228 0.331 0.490 0.585 0.000 -0.209 0.607 -0.195 -0.226 -0.226 0.000 0.110 -0.067 -0.255 0.549 0.549 -0.236 -0.236 0.583 -0.249 -0.229 0.199 0.567 0.000 -0.235 0.409 -0.243 -0.243 0.103 -0.144 -0.207 -0.042 0.354 0.354 -0.239 0.102 -0.426 0.238 0.045 0.176 8.96257968 7.55651985 1.22379322 7.63997590 6.99464082 8.97200474 11.06710478 8.09170830 9.42053693 3.42544588 7.36131569 NA 1.48686880 10.83631172 2.22382410 11.48084361 8.04654181 10.10584344 11.17177884 14.57563442 4.22380866 9.96864563 10.80764673 1.22379322 8.95580942 -0.09804223 1.90188056 7.85025061 10.18728006 NA 5.62980539 14.18504439 8.96662657 9.01952679 4.14981214 11.38267390 9.97535576 10.077433 13.147659 10.344827 6.232801 10.118630 9.443948 10.556072 9.564552 7.753633 11.486846 7.676671 11.604455 8.435214 12.813837 12.630442 11.949860 7.191902 11.090473 6.890568 12.468057 10.009101 6.015210 13.882291 11.105843 9.592755 10.833360 6.856079 13.682155 13.201235 6.509214 10.884164 10.9148573 8.9061041 1.2237932 10.2417337 11.5188919 11.3564400 14.6501014 9.8407282 8.9487074 8.3489671 10.3448272 10.0478158 14.7115262 10.7320027 7.6766708 11.6897862 5.1686701 4.5457398 9.2812619 10.5221035 2.0717970 7.3654082 11.8861241 8.4736364 8.2238116 10.5045826 7.7906267 8.7395116 6.4943404 4.8087763 9.0401554 2.9893389 4.7845249 8.7395116 0.9018806 10.2016641 5.3448285 11.0506780 13.2329406 10.0892357 11.5198102 12.0987931 5.5883848 3.8087763 0.4868688 10.6857004 9.4535919 7.2812624 9.5017966 10.9649416 5.1686701 7.2942007 9.8597112 11.6418752 10.1450576 9.0867591 2.6023143 5.3776166 10.0490250 9.8647797 8.2899008 9.7760966 TCGA-96-A4JL 78 0 NA 842 lung stage iia t2a n1 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 asian not hispanic or latino NA NA 2 4 1 1 3 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4971103 0.3261922 5.2489750 7.2803384 8.7184596 4.6238201 2.9110971 -0.2587703 9.1820487 7.3410927 0.3261922 8.8005240 10.6333429 8.3261423 3.0631060 1.5485353 -1.2587703 2.7009501 1.9111163 8.2627798 11.6452497 8.7011817 4.9699977 8.5192569 7.7910281 13.1576473 -1.2587703 0.7411434 1.7411865 1.0630887 7.1841236 1.7411865 14.8959562 9.6763446 11.4140469 11.7468041 3.8704634 -1.2587703 11.3162461 2.0631232 8.4804372 4.0265788 NA NA 11.8483575 5.5491794 11.2993611 10.7944268 13.7447854 9.6847933 4.9699977 NA 8.3261423 NA 5.6953759 10.8640076 7.1841236 10.9478888 -1.2587703 8.0743347 7.4381473 6.1162192 NA -0.2587703 6.1923915 1.3261346 -0.2587703 9.5724869 6.4554259 NA -0.2587703 12.3187264 -0.9254946 6.6115442 NA 2.2005985 1.9111163 7.4029575 9.3805204 0.3261922 6.8233290 3.9917622 -0.02739800 0.00097064 -0.33687000 0.00249690 -0.01064600 -0.00622860 -0.00622860 -0.00429290 -0.00429290 0.47324000 0.47324000 -0.00604710 -0.00604710 -0.30004000 -0.32878000 -0.00055444 -0.00055444 -0.00678130 -0.33445000 -0.32217000 0.01112100 0.01572700 0.00680440 0.00680440 0.01950300 0.01950300 0.01084200 0.01084200 0.02911700 0.00610900 -0.02739800 -0.02739800 -0.32519000 0.00097064 0.01377200 -0.33248000 0.00624810 0.00624810 0.00624810 -0.01064600 -0.01064600 -0.01064600 -0.01064600 -0.00609040 -0.00609040 -0.00429290 -0.00429290 0.47324000 0.47324000 0.15248000 -0.33444000 -0.33444000 -0.33444000 0.14697000 0.00041593 0.00041593 0.00041593 0.00000000 -0.32878000 0.01586600 -0.00055444 -0.00678130 -0.00678130 -0.33445000 0.01112100 0.01112100 0.01670500 -0.32693000 0.01572700 0.01572700 0.01572700 0.00680440 0.01950300 0.01950300 0.00319100 0.00319100 -0.00733390 -0.32623000 0.00610900 0.00610900 0.00610900 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 -0.322 0.000 0.000 0.000 -0.309 -0.309 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 -0.153 0.147 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 -0.322 0.000 0.000 0.000 -0.309 -0.309 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 -0.153 0.147 0.000 0.000 9.6975558 7.6924642 7.4927241 10.4368429 7.0720962 9.6525716 9.6778176 8.0311983 9.4276801 1.3261346 7.0079658 -0.2587703 1.3261346 11.3780307 0.3261922 11.3040636 3.1334978 9.3081850 10.9915284 13.5907802 7.6238230 10.1025751 11.6186555 NA 7.9603484 3.1334978 3.4416163 8.6435546 9.7662360 6.8106025 NA 13.3597372 8.0987317 9.7298642 4.9111067 10.0213703 9.5968267 10.906715 11.632014 9.928532 NA 10.103671 8.865301 11.223483 10.649947 7.860120 9.395816 6.807269 11.752388 8.372357 9.924195 13.531579 12.029036 8.314827 10.466546 10.136714 12.849867 11.185159 4.251189 10.794427 11.277670 11.387288 10.616161 7.374174 13.313783 12.018903 6.561358 10.677818 10.3800680 12.7870246 2.7411865 9.4614238 11.4971103 11.7706394 13.9107108 10.1642955 9.7013843 8.2608161 10.6656210 9.1409915 17.2248734 9.1820487 6.8072686 11.5539586 9.7579880 7.1248843 10.0421041 11.6587382 -1.2587703 9.7376531 11.1077750 10.3410925 9.4197797 9.6763446 8.6953759 8.6299230 8.9371669 5.3110344 10.3105605 0.3261922 3.4416163 8.6007143 NA 9.3015124 6.8018752 11.2993611 13.6102432 11.0053290 10.6630205 11.6382687 4.9699977 NA -1.2587703 11.6533204 10.3895372 5.2169127 10.8640076 11.1380519 5.3110344 8.5077086 10.9478888 11.8940982 9.5952689 11.9492615 NA 8.6645070 10.6574846 10.2440114 7.5772302 10.7397701 TCGA-98-7454 73 0 NA 652 lung stage ib t2a n0 m0 male 2011 NA no 100 lung squamous cell carcinoma- not otherwise specified (nos) 60 1943 r0 white not hispanic or latino NA NA 2 4 1 6 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.66087644 -1.48762139 NA 7.52066975 -1.48762139 7.10843036 5.79662630 -0.48782369 9.25117774 4.44297666 3.21267828 10.95854895 5.54566263 14.56168542 2.41913434 3.51223953 -1.48762139 -1.48762139 2.31958903 9.97064763 11.50145805 10.38875793 3.59969865 9.10376329 5.61027189 7.44593192 NA NA -0.48782369 0.09720625 7.72656014 0.83414487 14.36783851 7.86538810 10.05285344 12.15857469 6.11215381 -1.48762139 9.81545087 0.09720625 10.03761504 6.14159832 NA -1.48762139 11.16599746 5.80833099 11.20420254 11.85728579 10.48126766 10.49999533 4.51223953 NA 9.59837712 NA 7.09720308 11.41291915 7.05527267 10.34235996 -1.48762139 9.61749483 7.73140932 7.84539659 4.29359855 NA 7.94686944 2.83416510 NA 10.01904440 6.19172056 NA NA 10.70515017 0.76926396 6.06682973 2.59969865 3.76016771 1.97166310 NA 11.22390794 2.97168149 7.68216594 4.53483356 0.0745520 0.1062800 -0.0295840 0.3482700 -0.1496500 -0.0034627 -0.0034627 0.1913200 0.1913200 0.0126550 0.0126550 0.0000000 0.0000000 -0.0304420 0.0209030 -0.0870490 -0.0870490 -0.1073600 -0.1479800 -0.1479800 0.0190830 0.0178240 -0.0894340 -0.0894340 0.0260920 0.0260920 0.0781500 0.0781500 -0.1090600 -0.0649110 0.0745520 0.0745520 0.1062800 -0.0295840 -0.0295840 -0.0496950 -0.0496950 -0.0496950 -0.0496950 -0.1496500 -0.1496500 -0.1496500 -0.1496500 -0.0034627 -0.0034627 0.1913200 0.1913200 0.0126550 0.0126550 0.0000000 0.1553200 -0.0304420 -0.0304420 -0.0304420 0.0305910 0.0305910 0.0305910 0.0209030 0.0209030 0.0209030 -0.0870490 -0.1073600 -0.1073600 -0.1479800 0.0190830 0.0190830 -0.0777450 -0.0777450 0.0178240 0.0178240 0.0178240 -0.1363900 0.0260920 0.0260920 -0.0308130 -0.0308130 -0.1090600 0.1593500 0.1593500 -0.0649110 -0.0649110 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.106 0.000 0.000 0.000 -0.150 -0.150 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.106 0.000 0.000 0.000 -0.150 -0.150 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.81830288 7.92375176 0.51227746 0.83414487 7.60499792 9.63506890 11.23632842 8.73985688 11.03531282 -0.48782369 6.36398928 2.59969865 2.76017836 13.08996483 0.83414487 10.60049594 6.27379187 8.09344133 11.43615335 13.80704120 9.56684521 11.57933918 11.51593455 0.09720625 7.00409459 -1.48762139 3.72168982 9.12141981 8.63755120 NA 1.68216875 14.31637201 7.78136758 10.85986235 9.39793727 11.21571202 9.50659441 10.640880 11.147732 10.594057 -1.487621 8.905631 7.351445 10.834169 9.941648 7.750646 10.700521 6.551161 10.432586 9.339584 9.932201 13.358172 11.577320 10.229489 10.957256 9.746460 14.099638 11.151808 5.170738 11.857286 12.517602 10.849584 11.500571 7.985947 13.632698 1.971663 -1.487621 10.405163 11.772278 11.368083 1.512227 9.821717 11.660876 10.878290 14.317883 8.387223 9.312510 8.195235 9.419132 8.268797 16.330411 9.251178 6.551161 11.277113 8.493808 7.910984 11.595720 11.232485 -1.487621 10.112619 10.748255 10.448879 10.320803 7.865388 8.486656 9.103763 8.833042 7.236755 10.026955 -1.487621 -1.487621 8.957256 1.097206 9.473691 2.419134 11.204203 13.531006 11.371193 11.396030 11.404214 4.512240 NA -1.487621 12.554926 10.590392 5.987973 11.412919 11.600864 8.257075 6.253708 10.342360 12.699206 10.292781 10.710072 NA 9.238459 9.551373 10.232058 7.428121 10.701757 TCGA-98-8020 56 1 84 NA lung stage iiia t2 n2 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 black or african american not hispanic or latino NA NA 3 1 NA NA 1 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6235825 0.3310172 NA 7.2557858 0.9159415 3.6528995 4.5404241 1.6529224 8.8525738 9.1858415 3.1383230 10.4368817 10.2639261 5.7904045 NA 4.7572366 1.3309599 0.3310172 1.9159415 7.7614256 11.5717646 8.4679645 0.3310172 8.1827221 2.5009040 9.4743565 NA -0.6690975 NA 0.3310172 6.7146769 NA 15.1753110 10.0209712 11.5534663 12.5794938 4.9748275 NA 11.7411595 2.6528995 9.3707696 3.9748321 NA 10.3139668 10.8762032 3.3336813 10.0991575 11.7909529 10.7863004 9.3708657 3.4184329 -0.6690975 9.0724403 7.7146776 3.5009040 10.7842439 4.6163753 10.2880753 NA 7.9419977 6.3862557 3.4184329 NA 0.3310172 7.3309733 NA NA 9.6381740 5.0314128 4.3309742 NA 11.1078174 4.2368982 2.9159415 2.3309599 0.3310172 4.1889547 -0.6690975 9.2303301 10.3118269 6.9891844 0.7531766 0.0000000 0.0108850 0.3681000 0.3537000 0.3455600 0.6236800 0.6848300 0.1588000 0.1588000 3.6569000 0.0037887 -0.3575700 1.0431000 -0.3541500 3.6569000 -0.0407110 0.3353600 0.6208400 0.3203300 0.3044600 0.2562600 -0.0501940 -0.0214680 -0.3352200 0.1511800 0.1511800 0.6005700 0.5879900 0.2406700 -0.0145990 -0.0169370 0.0000000 -0.0184490 0.0024002 -0.3450000 0.2968300 -0.3639300 -0.3639300 0.3694100 -0.3782700 -0.3341800 -0.3330300 0.0040665 -0.3301400 -0.3302500 -0.4013800 0.0521420 -0.0466770 -0.0204000 -0.3801800 -0.3727600 -0.7030400 -0.3541500 -0.3541500 -0.3631400 -0.3631400 -0.0052190 -0.3523300 -0.3417900 -0.4385800 0.3051000 -0.3476400 -0.3476400 0.3203300 -0.0671490 0.2562600 0.2589200 0.2589200 0.2176500 -0.3798500 -0.0501940 -0.3510700 -0.4047000 0.1511800 0.0125580 -0.0166620 0.2406700 -0.1918300 -0.1918300 -0.1773600 -0.0145990 -0.344 0.000 -0.363 -0.363 0.000 0.000 0.000 0.304 0.256 0.259 0.259 0.218 0.000 -0.343 -0.343 0.151 0.151 0.000 0.000 0.588 0.588 0.000 0.241 0.000 0.000 0.319 0.319 -0.351 0.000 0.624 0.298 0.000 0.000 0.000 0.000 -0.358 0.291 -0.354 -0.354 -0.163 0.000 -0.344 0.000 -0.363 -0.363 0.000 0.000 0.000 0.304 0.256 0.259 0.259 0.218 0.000 -0.343 -0.343 0.151 0.151 0.000 0.000 0.588 0.588 0.000 0.241 0.000 0.000 0.319 0.319 -0.351 0.000 0.624 0.298 0.000 0.000 0.000 0.000 -0.358 0.291 -0.354 -0.354 -0.163 0.000 9.7060126 8.1188757 0.3310172 6.5597916 9.0469352 7.8740051 11.2524423 8.6685950 10.8540451 NA 5.7572393 NA 3.6528995 13.3521267 NA 10.1442734 8.0791663 9.3916691 11.2633245 14.1939495 4.5404241 10.6059337 10.6076793 -0.6690975 12.1539423 -0.6690975 9.9748294 9.5207978 10.7898925 -0.3470317 NA 15.3372555 7.4342613 9.6404496 6.2013378 10.3096837 10.8476582 9.872070 12.371948 10.409791 NA 8.415781 8.657403 12.450076 9.499645 8.383541 11.952109 8.219716 14.709160 5.578899 10.385577 13.815167 12.582308 9.340802 10.431636 8.176463 13.499332 10.361640 5.218986 11.790953 11.799597 11.265770 10.497136 7.460256 13.212657 6.319658 2.652899 9.342200 10.9530250 10.5214152 0.3310172 9.0033984 11.6235825 10.1180596 14.8286991 9.8046789 9.6692417 8.0656827 9.8157962 9.0469352 15.2535112 8.8525738 8.2197164 11.6131929 8.9196878 6.5306451 8.4077887 13.6177476 NA 8.1286347 11.2352315 9.4615437 10.9589630 10.0209712 6.5789010 6.6885259 6.5977591 5.4184362 9.2468527 4.5008976 NA 8.1415447 -0.6690975 9.0139677 3.0314128 10.0991575 12.9111140 11.6585259 10.6741590 10.7842439 3.4184329 NA NA 11.8330591 9.4743565 5.4807207 10.7842439 11.8953609 6.2136156 2.6528995 10.2880753 11.7901487 10.2310853 9.9093459 NA 8.0139680 8.6947576 9.5330971 8.0452185 9.7842439 TCGA-98-8021 75 0 NA 937 lung stage ia t1a n0 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1950 r0 white not hispanic or latino NA NA 5 3 NA NA 3 1 4 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.8262329 11.8335804 1.9811585 2.1737990 7.8426923 1.4957463 4.0317922 6.2996861 -0.8262329 3.4957335 7.5958721 1.7587722 10.5794808 10.4151948 6.0686257 -0.8262329 3.7587722 1.9811585 1.4957463 -0.8262329 7.5618248 11.8313492 10.1148550 4.6973679 8.7848321 1.9811585 12.5131008 1.9811585 7.0130111 NA 2.6332452 7.5313596 1.1738310 13.6911047 10.6545976 11.7725579 12.3684105 6.5831986 -0.8262329 11.3856957 5.9017285 9.2396410 6.7051886 0.1737671 9.7197372 11.8098950 4.5313565 10.1381484 13.4462441 11.9606897 10.7140324 5.8176642 -0.8262329 10.4341389 0.7587296 3.4217350 10.2724975 4.3030939 10.0232125 4.4957335 9.6105190 6.5575112 5.8031650 0.1737671 0.7587296 6.4122125 3.4217350 2.4957463 9.5444949 5.7587695 5.1280046 0.1737671 8.6332390 NA 2.7587722 2.9955207 6.7587695 4.9286972 4.2612675 8.9955815 NA 7.2612703 0.1737671 0.1000300 0.1359800 0.0553730 1.0769000 -0.4445800 0.0829090 0.2715900 0.0939110 0.0939110 0.0826210 0.0826210 2.3927000 0.0486880 -0.4753300 -0.0254830 0.0736900 0.0977050 -0.4925600 -0.3377900 0.0076392 0.0821880 -0.4570700 0.1365800 0.1365800 0.3430700 0.3430700 3.6569000 0.0245480 0.0632230 -0.5720000 -0.1898600 -0.1579700 0.1359800 0.0553730 0.0556580 -0.4857500 -0.4653600 -0.4653600 -0.0059522 -0.4721900 -0.4445800 -0.4445800 -0.4445800 -0.4671400 -0.4671400 0.0939110 0.0000000 0.0826210 0.0498240 -0.4788100 -0.4810200 -0.9348200 -0.4753300 -0.1040800 -0.4161900 -0.4161900 -0.4161900 -0.0254830 -0.0254830 -0.0254830 -0.4342000 -0.4556500 -0.4556500 -0.3377900 0.0790150 0.0790150 -0.0230180 -0.0542860 -0.4570700 -0.4570700 -0.4570700 0.0765660 -0.0475310 -0.3285500 -0.1209500 -0.4745900 0.0579390 0.0039631 0.0039631 0.0039631 0.0039631 -0.416 -0.416 0.000 0.000 0.000 0.000 -0.456 -0.338 0.000 0.000 0.000 -0.457 -0.457 0.137 0.137 0.000 0.000 -0.158 -0.058 0.394 0.000 -0.475 0.000 0.000 0.000 -0.459 1.077 -0.445 -0.445 0.113 -0.354 0.000 0.000 0.000 0.000 -0.479 0.000 -0.465 -0.104 0.000 0.000 -0.416 -0.416 0.000 0.000 0.000 0.000 -0.456 -0.338 0.000 0.000 0.000 -0.457 -0.457 0.137 0.137 0.000 0.000 -0.158 -0.058 0.394 0.000 -0.475 0.000 0.000 0.000 -0.459 1.077 -0.445 -0.445 0.113 -0.354 0.000 0.000 0.000 0.000 -0.479 0.000 -0.465 -0.104 0.000 0.000 9.0822001 7.8320191 NA 5.2181999 6.5488466 10.0956484 10.6198569 9.0933264 9.9178003 4.3437347 6.9152747 0.7587296 -0.8262329 11.9137990 NA 11.4665950 8.0003561 9.5158821 10.8288462 14.6230851 4.9551686 10.2698637 11.2178600 1.5688590 8.7264767 -0.8262329 3.0806918 9.5080808 10.0035223 NA 4.9811631 15.2164928 7.3685641 9.0686251 5.9682244 11.0403137 9.4923503 10.658127 12.564514 10.265243 1.495746 9.486690 8.894907 11.291451 10.525299 8.655607 10.588493 8.185034 11.730551 10.305664 11.402626 13.289664 12.537942 8.351227 10.869906 8.969847 12.911583 10.510872 5.176287 13.446244 12.698594 10.619340 10.851087 7.888053 12.688520 12.444103 2.874246 12.069761 11.5537273 10.6696625 2.7587722 9.1133867 11.8335804 10.7732554 14.7520593 9.4557376 9.1258933 9.0395406 10.4667042 8.6475131 14.5201827 3.4957335 8.1850345 11.7384333 7.8462325 6.2718402 9.8611831 12.3144775 2.3437205 7.8426923 10.5499329 9.7051890 9.5906050 10.6545976 8.8122434 7.4264728 5.3437311 5.9286948 10.1794321 3.6973735 5.3030903 8.9698470 0.1737671 9.1482221 6.4957351 10.1381484 12.1165052 10.8807351 10.8230636 11.5444949 5.8176642 0.7587296 7.2665645 11.3018018 11.2239962 7.3133592 10.2724975 10.8185651 7.8846138 5.8742461 10.0232125 11.6060884 9.7839096 9.0161578 1.9811585 8.7792870 9.5976166 9.9270243 8.8409189 10.4487679 TCGA-98-8022 61 1 933 NA lung stage ia t1a n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 117 1961 r0 white not hispanic or latino NA NA 4 1 NA NA 3 3 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.7515280 11.7846857 1.4295892 -0.5704644 6.9994657 3.1300577 3.5995320 5.2109693 NA 3.8890451 5.2625008 5.9214625 7.4239630 8.0949459 6.6869977 0.4296427 -0.5704644 5.4068904 1.4295892 1.0145695 7.2109693 11.0648746 7.4848922 7.8558745 9.2875910 0.4296427 11.8828806 NA 2.0145695 -0.5704644 0.4296427 8.3454895 10.2240258 15.7125344 10.4588972 11.5860091 11.5601805 4.7871608 NA 10.7492821 1.4295892 9.0752144 3.8219245 NA 7.0145729 11.4159106 4.2369671 10.6007867 12.1228791 11.5472530 9.8973581 5.2625008 NA 8.7126983 1.0145695 3.0145695 10.4930050 6.1575309 9.8808211 3.1300577 8.5064254 6.1161110 6.1020345 5.8558751 NA 7.2369651 NA -0.5704644 9.1727613 5.1020366 3.5995320 0.4296427 11.2585398 5.4050563 4.3838080 -0.5704644 8.7388361 6.7150120 NA 9.1143584 3.0145695 6.7150120 2.0145695 0.3505500 0.5911600 0.0937660 0.4708400 -0.3392900 0.8280400 0.3194800 0.3527900 0.3527900 -0.0333930 -0.1654800 -0.2493400 0.3818800 0.2502700 1.0551000 -0.1093300 0.0036076 -0.3155200 -0.1238200 -0.1238200 -0.0107840 -0.0156040 -0.0142280 0.4139600 -0.0228810 0.2519900 0.8286200 0.3310800 0.1481600 -0.1371600 0.0197830 -0.4214500 0.0013868 0.0937660 0.0937660 -0.3187900 -0.3346800 -0.3346800 -0.3151700 0.1996900 -0.3392900 -0.3392900 -0.3392900 -0.4475100 -0.3623800 0.3527900 0.1380600 -0.0333930 -0.1654800 -0.6754800 0.2993100 -0.9892200 -0.9892200 -0.2196000 0.5353800 0.5353800 -0.0184900 0.0000000 -0.0919490 -0.0919490 0.0036076 -0.3155200 -0.3155200 -0.1238200 -0.0496950 -0.0496950 0.1574100 0.2364300 -0.1978700 -0.1978700 -0.0156040 -0.3394100 -0.0228810 0.2519900 -0.2268700 -0.2593800 0.1481600 0.2165300 0.2165300 1.2219000 -0.1371600 0.535 0.000 0.000 0.000 0.000 0.000 -0.316 -0.124 0.000 0.236 0.236 -0.139 0.000 0.000 0.000 0.000 0.252 0.000 0.000 0.331 0.331 -0.259 0.148 0.000 0.000 0.000 0.406 0.200 -0.140 0.319 -0.043 0.353 0.353 0.000 -0.132 -0.674 0.133 -0.220 -0.220 0.114 -0.103 0.535 0.000 0.000 0.000 0.000 0.000 -0.316 -0.124 0.000 0.236 0.236 -0.139 0.000 0.000 0.000 0.000 0.252 0.000 0.000 0.331 0.331 -0.259 0.148 0.000 0.000 0.000 0.406 0.200 -0.140 0.319 -0.043 0.353 0.353 0.000 -0.132 -0.674 0.133 -0.220 -0.220 0.114 -0.103 6.9453092 7.3424996 2.2369518 7.1438556 6.9918529 8.5920014 10.2052202 8.6487786 11.1874166 0.4296427 7.5691614 2.0145695 1.0145695 11.5951451 1.0145695 11.2833094 5.6584286 9.0239345 10.6989645 13.1808402 5.9841997 10.6475676 11.7918277 2.3268537 11.1807355 -0.5704644 4.4296093 10.1609290 9.1911611 NA 3.6775421 14.5888112 7.6487782 9.2093293 4.2875905 11.3950335 9.8569228 10.182827 11.924965 10.404741 5.102037 10.006094 7.737949 11.841121 10.196967 6.724230 9.977468 7.418295 10.320611 8.154124 9.967799 14.444894 11.718764 6.143855 10.553085 10.462344 13.754353 10.518398 4.497421 12.122879 10.976022 10.296889 10.938395 7.629282 13.113542 5.639064 4.715015 9.572993 10.4097495 13.1296161 2.5995320 8.7959322 11.7846857 10.9556201 13.2880728 9.9284592 8.7515380 9.3662479 9.8673620 9.4794586 16.6379396 3.8890451 7.4182945 11.3805303 8.6799083 6.3953936 9.5588929 10.7098008 NA 8.3244277 10.8741072 10.2696010 9.8746249 10.4588972 9.4712692 6.7959318 6.6292823 7.4848922 10.4197138 3.7515387 NA 7.9765046 0.4296427 8.9234654 5.3122513 10.6007867 12.4758813 9.7219316 10.3975567 11.0725641 5.2625008 0.4296427 -0.5704644 11.6057831 9.4040245 7.0806619 10.4930050 10.8073627 6.6584286 5.6390643 9.8808211 12.3702906 10.3251852 9.3953943 4.9214649 9.9793946 10.9978321 9.2922473 7.3721242 11.2864245 TCGA-98-8023 70 0 NA 649 lung stage iiia t3 n1 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1961 r0 white not hispanic or latino NA NA 2 4 NA NA 3 3 3 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6808359 -0.5644781 3.8279003 7.2810704 -0.5644781 1.4355753 3.2429378 1.0205555 3.6055062 6.0794357 1.7574927 11.7729235 11.5878652 4.5648659 0.4356286 4.6055062 1.0205555 2.8950117 -0.5644781 7.9234202 11.1702900 8.6327971 3.3424694 8.7209826 3.9591395 11.4401520 NA NA 5.4579488 -0.5644781 6.3059450 1.0205555 15.2703230 10.2029372 10.7558168 11.5859623 6.2037650 NA 10.9123266 5.2169398 9.1681887 2.8950117 NA 0.4356286 11.7134635 3.1360273 11.3872293 11.5913473 12.1218620 9.5830779 4.4355819 NA 9.0594618 NA 1.7574927 10.6073827 5.9433752 10.4299338 -0.5644781 9.6080079 5.8785243 5.1635028 NA 1.7574927 7.8192843 NA NA 9.2397114 5.2684718 NA NA 12.2372887 NA 5.2429340 1.0205555 2.8950117 4.5230412 3.5230475 9.6811331 NA 7.1971312 0.8897850 1.3276000 0.3771000 0.0528100 0.2980300 0.0269350 0.6535100 0.6476300 0.3393400 -0.1213000 0.1641500 0.1641500 0.1213800 0.1024900 -0.1376600 0.0000000 0.5016800 0.2730000 -0.1360000 -0.1374200 -0.1374200 0.0072217 0.2087000 -0.1687900 -0.1687900 -0.0226060 -0.0226060 0.0619370 0.0619370 -0.3475600 0.8382400 -0.1297900 -0.1313500 0.8687100 -0.1388400 0.0447150 -0.0945920 -0.1216100 -0.1216100 -0.1216100 0.0269350 0.0269350 0.0688080 0.4883700 -0.1432200 -0.1469500 0.0034687 0.0619370 0.1641500 0.0629370 -0.3967500 -0.2844200 -0.6171000 -0.1376600 -0.1376600 -0.1510600 -0.1510600 -0.1483600 -0.1406500 0.0000000 -0.1299500 0.2730000 -0.1525700 -0.1427100 -0.1374200 0.0876790 0.0072217 -0.1275000 -0.0490190 0.0755870 0.0755870 0.2087000 -0.1687900 -0.0226060 0.0817550 -0.1410300 -0.1416800 -0.0328600 -0.0476660 -0.0476660 -0.0476660 -0.0476660 -0.148 -0.148 -0.130 -0.130 0.000 0.198 -0.143 -0.137 0.000 0.000 0.000 0.000 0.133 -0.169 -0.169 0.000 0.000 -0.130 -0.005 0.000 0.000 -0.142 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.654 -0.143 0.000 0.000 0.164 0.164 0.121 0.121 -0.138 -0.138 0.000 0.000 -0.148 -0.148 -0.130 -0.130 0.000 0.198 -0.143 -0.137 0.000 0.000 0.000 0.000 0.133 -0.169 -0.169 0.000 0.000 -0.130 -0.005 0.000 0.000 -0.142 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.654 -0.143 0.000 0.000 0.164 0.164 0.121 0.121 -0.138 -0.138 0.000 0.000 8.0937920 8.7302011 5.4128594 10.2795015 7.2810704 10.5590551 10.5922955 7.8189394 10.4135758 2.0205555 6.8618450 NA 1.7574927 12.0564875 -0.5644781 10.7642553 5.0502884 8.9669619 11.1268004 14.0460862 8.9193961 10.7898297 11.4253296 -0.5357500 9.3394621 2.8950117 3.0205378 8.4772394 9.7140298 3.3520523 2.0205555 14.4780520 7.5336124 9.7575085 5.3182228 10.6953237 9.4634864 10.238097 11.623551 11.177890 NA 10.557761 7.692968 10.663798 11.758917 6.903185 9.456560 6.005436 11.700307 8.909286 10.976677 14.671183 11.596397 8.357421 10.570007 9.678754 13.287232 11.406046 5.791020 11.591347 12.211602 12.288890 10.339462 6.951280 14.400516 9.864987 4.293562 10.451692 11.1268877 13.0720917 2.0205555 8.9334322 11.6808359 11.3151636 13.6540679 10.2177595 9.4308953 8.1532566 9.8555405 9.5674373 16.5937956 3.6055062 6.0054359 11.3243236 8.8702087 6.0649367 9.7473287 12.2609367 NA 8.2684704 11.4274565 10.2739965 10.3670566 10.2029372 7.9747392 9.2873294 7.4799742 6.6450344 8.7416419 0.4356286 2.2429378 7.7302011 -0.5644781 9.1837733 12.4317007 11.3872293 13.6404571 10.8565932 10.8396575 11.2202152 4.4355819 1.4355753 NA 12.0940150 9.3484697 3.6835056 10.6073827 11.6080079 6.9747392 5.7209816 10.4299338 12.3939518 9.8407218 11.0219510 NA 7.2299964 11.3258751 9.7953299 8.3484697 10.6745821 TCGA-98-A538 67 0 NA 826 lung stage iib t3 n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 35 1973 r0 white not hispanic or latino NA NA 4 1 2 1 1 1 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.0600126 NA -1.4430066 7.5849625 NA 1.8789999 2.2574934 -1.4430066 10.3974410 5.2574972 0.1419559 10.6000838 2.6445254 3.7269838 NA -1.4430066 NA NA NA 7.3186079 11.9155703 7.5054233 -1.4430066 9.3923174 3.3644183 12.9006587 NA NA NA NA 6.0648505 -1.4430066 12.7167694 11.7099751 10.8153281 11.4584891 5.5457398 NA 11.5045108 -0.4430066 9.1870779 0.1419559 NA -0.4430066 10.6822891 3.6445139 10.4522531 13.8932143 11.5446758 9.6846254 2.2574934 NA 10.0933037 NA 1.7269620 10.9720060 4.1116490 10.1616097 NA 7.5794246 5.2152670 3.8424559 NA NA 4.8238411 NA -1.4430066 10.5386238 3.5112530 NA -1.4430066 8.0144373 NA 3.5112530 NA 1.1420213 1.8789999 NA 8.6953282 NA 7.6524535 -0.2226329 0.153850 0.164600 0.137530 1.836300 0.188590 0.556410 -0.233740 0.149050 -0.256480 -0.248370 0.572430 0.630980 0.663150 -0.269010 3.656900 0.588470 -0.253680 -0.754450 0.224530 0.155320 0.129530 0.555310 0.150690 -0.172590 0.066515 0.066515 -0.256360 0.122820 0.627520 -0.376440 0.086233 0.153850 1.010700 0.137530 0.137950 -0.286610 -0.265280 -0.633680 0.551530 -0.259620 -0.211690 -0.211690 -0.211690 -0.247510 -0.231040 0.149050 -0.256480 0.509850 0.093330 -0.259380 -0.247760 -0.247760 -0.247760 -0.269010 0.147120 0.639560 -0.253700 0.476500 -0.643020 -0.279640 -0.303100 -0.193250 -0.643870 0.224530 0.126090 0.132940 0.093040 -0.288690 -0.333870 -0.333870 -0.389060 -0.234720 -0.693140 0.435130 -0.254310 -0.254310 0.627520 0.608820 0.556550 0.556550 -0.293190 -0.118 -0.236 -0.280 -0.280 0.588 0.365 -0.644 0.225 0.133 0.000 -0.289 -0.334 -0.334 -0.210 -0.210 0.000 0.000 0.154 0.154 -0.127 0.123 -0.254 0.628 0.165 0.165 0.305 0.552 -0.260 -0.260 -0.231 -0.231 0.149 -0.107 -0.121 0.510 -0.259 0.663 -0.269 -0.269 0.557 0.263 -0.118 -0.236 -0.280 -0.280 0.588 0.365 -0.644 0.225 0.133 0.000 -0.289 -0.334 -0.334 -0.210 -0.210 0.000 0.000 0.154 0.154 -0.127 0.123 -0.254 0.628 0.165 0.165 0.305 0.552 -0.260 -0.260 -0.231 -0.231 0.149 -0.107 -0.121 0.510 -0.259 0.663 -0.269 -0.269 0.557 0.263 8.9989633 7.4457995 -1.4430066 7.2081085 5.3252425 8.6991636 11.2343357 9.2875265 9.2993660 0.1419559 5.5904793 NA -1.4430066 12.0657179 -1.4430066 10.9413006 7.9979258 8.8969066 10.7775074 14.6345190 2.8049828 10.6547594 11.3730401 NA 2.8789803 NA 4.6445197 10.0771841 9.6445193 NA 1.3644043 15.2093973 7.7194477 8.9255630 7.0246621 11.0845335 9.1891428 10.871640 12.987640 10.275589 NA 9.334312 9.746263 11.442562 9.499571 6.389947 11.705533 7.925563 11.771974 11.532546 10.578036 14.590114 11.040620 6.557056 10.890212 8.993768 12.835070 10.610643 4.055630 13.893214 11.852825 9.801420 10.295993 7.704261 12.681381 11.774863 2.557067 11.069797 11.643856 9.435107 -1.443007 9.933725 12.060013 10.286677 15.211300 8.762850 10.246430 9.246181 9.965917 9.131650 14.185075 10.397441 7.925563 11.587206 8.477409 5.080619 9.863118 11.869089 NA 7.284977 10.630194 9.071770 8.126912 11.709975 9.641200 8.628519 5.475918 6.264416 9.638540 NA NA 7.639205 NA 8.583580 2.463936 10.452253 12.512161 12.105999 10.778039 11.476479 2.257493 4.142021 4.048907 10.519230 12.331226 2.142021 10.972006 11.182765 5.311943 3.949376 10.161610 12.446180 10.983059 8.248800 1.726962 8.690199 9.416048 10.133541 6.766510 10.729797 TCGA-98-A539 63 0 NA 173 lung stage iib t3 n0 m0 male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 75 1962 r0 white not hispanic or latino NA NA 1 4 2 3 4 1 3 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2535759 NA NA 7.1166195 -0.1121628 -1.1121628 4.4423862 -0.1121628 10.2513876 6.6157208 -0.1121628 8.2074722 7.5388516 3.5316559 -1.1121628 4.1357319 NA 0.7792177 0.4727997 7.7886674 11.8816233 8.3836555 1.4727477 9.7191076 3.1357319 10.4138104 -1.1121628 NA NA 2.0577275 7.1069691 NA 13.9600983 10.6887002 10.7391589 11.0813256 4.5602258 NA 11.2057782 -1.1121628 8.9689775 2.8877982 NA 8.2541225 11.7217834 5.9894093 11.0828649 12.1036123 11.5520254 9.3002327 3.8877982 NA 8.9858323 5.1166184 3.9321935 10.1783952 4.0577275 9.7589356 -1.1121628 6.8990282 5.8066643 4.9963255 0.4727997 0.8878372 7.7673833 -1.1121628 NA 9.2175967 4.7206889 NA -1.1121628 8.8200152 NA 2.5882289 1.4727477 2.2097341 NA 2.7946862 8.9792357 3.8877982 6.4576567 1.4387187 -0.15067000 0.00944910 0.00944910 0.15233000 -0.18710000 0.94329000 1.00860000 0.00000000 0.00000000 0.59350000 0.03750000 0.13909000 0.58309000 1.38720000 0.03157700 0.03792400 0.03792400 -0.46685000 0.52603000 0.51455000 0.01866300 0.00083195 -0.21045000 -0.21045000 -0.14142000 -0.14142000 0.34015000 0.34015000 3.65690000 -0.07320900 -0.22194000 -0.15067000 0.00944910 0.00944910 0.00944910 -0.46706000 -0.46706000 -0.46706000 0.04188300 -0.22724000 -0.17221000 -0.17221000 -0.17221000 -0.10013000 -0.45982000 0.04386500 0.00000000 0.03750000 0.03750000 -0.47141000 -0.47342000 -0.47342000 -0.47342000 -0.21082000 -0.06558100 -0.06558100 -0.25863000 0.03157700 0.52433000 0.52433000 0.03792400 -0.46685000 -0.46685000 0.55142000 0.01866300 0.01866300 -0.49757000 -0.18030000 -0.49486000 0.00083195 0.00083195 -0.21045000 -0.14142000 -0.14142000 -0.35635000 -0.35635000 0.48647000 -0.07320900 -0.07320900 -0.07320900 -0.07320900 -0.219 -0.219 0.000 0.000 0.000 0.000 -0.467 0.526 0.000 -0.491 -0.180 -0.495 0.000 -0.210 -0.210 -0.141 -0.141 -0.151 -0.151 0.340 0.340 -0.356 0.486 0.000 0.000 -0.467 -0.315 -0.187 -0.187 0.484 -0.460 0.000 0.000 0.000 0.000 -0.471 0.107 -0.473 -0.196 0.000 0.000 -0.219 -0.219 0.000 0.000 0.000 0.000 -0.467 0.526 0.000 -0.491 -0.180 -0.495 0.000 -0.210 -0.210 -0.141 -0.141 -0.151 -0.151 0.340 0.340 -0.356 0.486 0.000 0.000 -0.467 -0.315 -0.187 -0.187 0.484 -0.460 0.000 0.000 0.000 0.000 -0.471 0.107 -0.473 -0.196 0.000 0.000 7.48398986 7.15458726 -0.11216283 3.84199324 7.24094680 9.43662223 11.40694509 8.33281533 10.66956984 3.05772752 7.38764601 -1.11216283 2.69514754 11.50158977 -1.11216283 11.21410337 7.04767143 9.20181713 11.50375862 13.87954357 5.26283903 10.59989732 11.62610370 -0.88576626 10.30407006 NA 5.31406566 9.17088873 10.32969668 0.03181863 0.88783717 15.44497978 8.63431446 9.02094245 4.09725682 11.29506808 10.88603810 9.882154 12.694451 9.766618 -1.112163 7.087472 9.490499 11.636832 8.448133 7.615721 11.645815 9.337981 11.550656 7.227651 13.770587 13.558180 12.581178 7.720690 10.484922 8.998936 13.538123 10.495131 5.760136 12.103612 11.102119 9.589973 9.965284 6.794691 14.153503 10.407437 2.057728 10.270424 10.9437606 10.1679911 -0.1121628 8.3492799 11.2535759 11.0822494 14.5398873 10.0106282 9.7267520 8.4113623 10.3461864 10.0720558 14.6569925 10.2513876 9.3379806 10.5738631 5.7581646 5.1732034 8.4783874 12.8458092 NA 7.8155780 11.2736627 8.7566227 10.1136103 10.6887002 6.0972547 6.9157061 5.8185387 5.0577232 8.8722187 2.9752633 0.8878372 7.0324590 NA 8.8750643 0.4727997 11.0828649 13.2864104 10.9146695 11.1145136 11.5764877 3.8877982 -1.1121628 4.2097263 10.8401776 8.9498465 7.8066637 10.1783952 11.6456070 8.6559847 5.3635321 9.7589356 12.3979463 10.2774317 9.4433481 -0.1121628 8.2606655 9.6631060 9.9765886 6.1545873 10.4035002 TCGA-98-A53A 70 1 552 NA lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 1972 r0 black or african american not hispanic or latino NA NA 4 3 3 1 3 2 1 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.02429645 12.05849465 NA 4.85832422 7.24246722 7.20449876 0.56061714 5.26108319 NA 10.47153531 8.63389179 4.10496560 6.42689202 8.33981483 3.56064160 3.06314050 1.56066605 -1.02444318 2.56064160 NA 6.95867335 11.68260797 9.31218685 4.67612069 9.31997621 -1.02444318 12.48632089 1.29760230 4.75703925 NA 4.29760963 5.20450072 -1.02444318 12.61806263 9.88106730 12.14341207 11.44404981 4.88256969 NA 11.34282200 6.82742909 8.62279678 9.20930007 -1.02444318 -0.02429645 11.89227266 4.06314050 11.73660813 14.34675212 13.20058641 8.63303444 6.45949555 4.26107943 9.94722387 NA 2.43512183 8.58485918 4.53027055 7.63389179 1.29760230 9.49629896 6.75704059 2.56064160 -1.02444318 -1.02444318 4.59039243 NA NA 9.24714331 6.69677979 NA -1.02444318 8.07634264 4.21980355 3.49924637 NA 4.80857040 2.43512183 NA 9.49531661 -0.02429645 8.36799783 4.85832422 -0.01917700 0.00000000 2.49840000 1.49020000 0.01028500 0.08927200 -0.00013862 0.02820000 0.00583090 0.01558700 0.01558700 0.38915000 0.44325000 -0.70801000 0.02174400 0.05010800 0.00736090 -0.31494000 -0.69685000 -0.70801000 0.06293700 0.92898000 -0.68859000 -0.69721000 0.78013000 0.77791000 0.05893700 0.03947800 0.06551300 -0.18395000 0.02511000 -0.01917700 0.01936300 -0.00691950 0.01223700 -0.71657000 -0.71684000 -0.71684000 1.44670000 -0.70585000 0.01028500 -0.32757000 -0.32757000 -0.71888000 -0.71533000 0.02820000 0.02174400 0.01558700 -0.72075000 -0.32112000 -0.70666000 -0.70666000 -0.70666000 0.02398700 -0.70657000 -0.70190000 -0.70289000 -0.71007000 0.02848100 0.04145800 0.02567100 -0.71800000 -0.01986300 -0.69685000 0.06708800 0.04851500 -0.69188000 -0.69188000 -0.69915000 0.03709500 0.02525000 0.04287400 -0.67866000 -0.03735400 0.02721600 0.02721600 0.10935000 -0.17436000 -0.17436000 -0.20535000 -0.18395000 -0.703 -0.703 0.000 0.000 0.000 0.000 -0.714 -0.708 0.000 -0.692 -0.692 -0.687 0.000 -0.677 -0.677 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.717 0.730 -0.706 0.000 0.000 -0.715 0.000 0.000 0.000 0.000 0.122 0.443 -0.707 0.000 -0.174 -0.174 -0.703 -0.703 0.000 0.000 0.000 0.000 -0.714 -0.708 0.000 -0.692 -0.692 -0.687 0.000 -0.677 -0.677 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.717 0.730 -0.706 0.000 0.000 -0.715 0.000 0.000 0.000 0.000 0.122 0.443 -0.707 0.000 -0.174 -0.174 8.85373123 8.82430325 -1.02444318 7.05782931 4.56064160 9.80302308 10.30042338 8.65295967 10.24305221 2.78303751 7.02552940 -1.02444318 0.97570355 12.13681221 -1.02444318 12.14259187 8.44938598 8.34636791 11.38696357 14.56904226 5.66217986 10.38028973 12.40783071 0.56061714 8.53982997 -1.02444318 9.93205645 8.84295904 10.42275840 1.05977058 -0.02429645 15.66912644 7.38082207 10.01185396 2.29760230 11.18574281 8.90197617 10.863662 11.634784 10.087468 5.435112 10.119064 10.376560 10.425345 10.616829 9.205701 10.752113 9.103675 11.513372 8.855263 12.925598 13.459937 12.478264 5.545536 10.866704 8.306597 12.116989 11.260504 5.552051 14.346752 11.340636 10.110748 11.211096 6.763583 12.467269 12.526066 4.223608 11.340636 10.6735167 11.2945055 2.4351218 9.0710772 12.0584946 10.6804486 13.8874889 10.3370758 10.8989558 9.5254650 9.6356762 9.3977450 13.5556444 10.4715353 9.1036747 10.8659446 5.8211694 5.7830349 9.2576104 12.7382700 NA 7.0789684 11.6190856 8.9728598 7.4186234 9.8810673 8.5606427 7.6445651 6.8521974 6.2424672 9.5080362 0.5606171 4.1456041 8.2587686 NA 9.1088226 5.4514123 11.7366081 12.7139837 9.5783791 11.2665632 10.8285999 6.4594956 2.2976023 2.5606416 10.1655049 10.0022038 10.0783122 8.5848592 11.7209345 7.7272241 4.4675338 7.6338918 12.6918567 10.5788430 8.7238732 5.1254279 5.4675338 10.5015094 10.2794611 7.7570399 9.5559388 TCGA-98-A53B 69 1 61 NA lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1972 r0 white not hispanic or latino NA NA 4 1 1 4 3 3 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1629448 11.7285495 NA 3.3607014 7.4444758 NA 4.6445024 5.0826047 0.8371359 3.3607014 6.1858745 -0.1627833 6.7258884 10.2110981 6.8258301 NA NA -0.1627833 -0.1627833 7.1635752 7.3646223 11.2573689 8.3409712 -0.1627833 8.8229876 2.1590802 11.0773405 NA NA NA 2.4220984 7.9508877 -0.1627833 15.6864875 8.9651398 11.5155256 11.3052603 4.1225485 NA 10.2513022 6.2883567 9.2473211 4.3607084 NA NA 12.4280377 6.1327763 11.4548425 11.6085689 9.8172851 8.5625798 2.7440319 -1.1629448 9.8413659 NA 3.3607014 11.1522950 5.1946978 10.3464256 NA 8.1294669 5.5513899 5.8705694 0.8371359 1.4221253 6.0755497 0.4221253 NA 9.0033085 6.5582447 NA -1.1629448 8.3449403 -0.8066698 4.0850762 3.2586998 2.5375943 8.4277327 -1.1629448 9.1803311 7.7678825 9.3279963 1.9280102 -0.006505 0.020623 0.000000 0.812790 -0.336760 1.189200 1.850600 0.350380 0.350380 -0.329590 0.212840 3.656900 0.622790 -0.352750 0.287540 0.297560 0.285480 -0.296030 -0.012989 -0.036851 0.274900 -0.055364 0.310170 -0.359080 2.978800 2.978800 0.292620 0.473410 -0.395080 0.282160 -0.030950 -0.332250 0.261220 0.000000 -0.342740 -0.343200 -0.343200 -0.343200 0.927160 -0.336760 -0.336760 -0.320890 -0.346140 -0.313540 -0.311780 0.313700 -0.370310 -0.349160 0.607560 -0.668090 -0.338140 -0.971960 -0.971960 -0.352750 0.267020 0.267020 0.267020 -0.367710 0.287540 0.287540 0.210540 -0.313940 -0.287820 -0.012989 0.274900 0.274900 -0.076278 0.271110 -0.385710 -0.051586 -0.055364 -0.339870 -0.410250 0.530460 -0.020138 -0.020138 -0.405950 -0.415860 -0.415860 0.254330 0.254330 0.267 0.267 0.288 0.288 0.285 0.285 -0.288 0.000 0.275 0.000 0.271 -0.334 0.000 -0.030 -0.340 -0.410 0.530 0.000 0.000 0.473 0.473 0.000 -0.395 0.000 0.000 0.584 0.927 -0.337 -0.337 0.287 -0.024 0.314 0.314 0.000 0.000 3.303 3.657 -0.353 -0.353 -0.416 -0.162 0.267 0.267 0.288 0.288 0.285 0.285 -0.288 0.000 0.275 0.000 0.271 -0.334 0.000 -0.030 -0.340 -0.410 0.530 0.000 0.000 0.473 0.473 0.000 -0.395 0.000 0.000 0.584 0.927 -0.337 -0.337 0.287 -0.024 0.314 0.314 0.000 0.000 3.303 3.657 -0.353 -0.353 -0.416 -0.162 8.2696873 7.9219540 0.4221253 5.0070699 6.9032347 9.4890941 11.1231256 8.9259336 10.3974783 1.4221253 7.7767245 0.8371359 0.8371359 11.9237793 0.8371359 10.5915528 7.9894303 9.2132710 11.4399278 13.8606400 5.2294610 10.6621042 12.0647614 1.1590479 11.2121849 0.8371359 5.8705694 9.2273144 10.0677484 0.6690268 2.6445024 14.5737324 7.1039319 9.6724064 4.4518573 10.5384519 10.2837118 10.3680394 12.0323639 9.9099480 -0.1627833 7.5752374 8.7455382 11.9619130 9.5122204 9.4755815 10.4591973 6.5920324 10.6664441 10.9963861 11.1941476 13.4202282 11.9181295 7.5548221 11.1528611 10.8691912 12.8886943 10.7946103 5.3558373 11.6085689 10.6767430 10.2337503 10.6908449 8.6217805 12.7945151 10.6392579 1.8371359 12.5776641 11.0154991 11.7142378 1.1590479 9.3330006 11.7285495 10.4008184 14.1733368 9.1847668 9.3619026 8.7167286 9.9792525 8.4917814 14.9994581 3.3607014 6.5920324 11.7956982 8.1725360 4.7913400 8.3108513 13.0340549 -0.1627833 7.8343250 11.1337750 9.8504682 8.8595134 8.9651398 8.7767248 7.5920331 7.1990893 6.5786127 9.8300838 0.4221253 -1.1629448 8.1968952 -0.1627833 9.1924965 4.4810018 11.4548425 12.2628859 10.6032602 10.7436603 10.9843504 2.7440319 5.0070699 8.3548149 10.4463242 11.6539291 5.6315612 11.1522950 11.8247648 6.1858745 6.8371460 10.3464256 11.9322128 10.0526785 9.2893868 0.8371359 10.5722783 10.4566915 9.8314989 7.2800887 10.8011253 TCGA-98-A53C 77 0 NA 822 lung stage ia t1a n0 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 112.5 1955 r0 white not hispanic or latino NA NA 2 4 1 6 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.51421504 -1.06552124 -0.06552124 6.90021232 1.51939093 6.35228007 7.85680397 3.68931034 5.10435344 4.91170596 3.02188831 5.41016130 4.68931594 5.81707063 3.25636156 4.02188831 -1.06552124 -0.33442531 2.93442214 10.04295221 11.27622446 10.31218049 4.32674586 9.34911290 3.93443158 9.09555948 -1.06552124 -1.06552124 -0.06552124 3.57828664 8.35649247 0.93440327 14.92736337 8.86368607 10.33530716 8.46775755 4.71578906 1.93444102 10.30620436 4.51939093 9.56705939 5.87694171 NA 6.01124291 11.64297922 8.11304252 10.75938640 11.61672007 11.49952976 10.39945322 5.62092945 NA 9.02718475 NA 8.13899873 10.89696225 7.63139535 10.30020336 NA 8.87694233 7.82621161 9.65467201 2.51939093 0.51934061 9.74097730 2.10433666 0.51934061 9.42527865 6.24731044 0.51934061 1.51939093 9.82924546 3.62819033 6.91742101 5.85173905 5.62092945 5.27427657 2.25634646 10.73411405 1.74179055 7.41824309 5.59321033 -0.00207840 0.00397460 0.00397460 0.00917050 0.01824300 0.05409100 -0.00346270 -0.00470790 -0.00470790 0.01251600 0.01251600 0.00000000 0.00000000 -0.02425100 0.00055459 0.00805670 0.00805670 0.89467000 0.01084200 -0.00235530 -0.00166290 0.00499690 -0.00152430 -0.00152430 -0.00650500 -0.00650500 0.00889200 0.00889200 0.01600600 0.00041593 -0.00207840 -0.00207840 -0.01701400 0.00397460 0.00397460 0.00917050 0.00917050 0.00917050 0.00917050 0.01824300 -0.00484360 -0.00484360 -0.00484360 -0.00346270 -0.00346270 -0.00470790 -0.00470790 0.01251600 0.01251600 0.00000000 -0.02425100 -0.02425100 -0.02425100 -0.02425100 -0.03217300 -0.01931400 -0.01931400 0.00055459 0.00055459 0.00055459 0.00281050 -0.02137300 -0.02137300 0.01084200 -0.00166290 -0.00166290 -0.01188700 -0.01188700 0.00499690 0.00499690 0.00499690 -0.00943610 -0.00650500 -0.00650500 -0.03135900 -0.02027500 0.01600600 0.00041593 0.00041593 0.00041593 0.00041593 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.9498428 7.8170706 1.2563465 1.2563465 7.6992990 10.5551057 10.9519321 8.4342738 9.6443731 NA 7.8017064 NA 2.1043367 12.5738815 3.6348720 11.8415925 5.5193909 8.6725201 10.8838678 13.1390753 7.2608575 11.0035417 11.8840720 0.9344033 8.6417870 0.5193406 4.7157891 9.0085558 8.6976400 1.9108094 2.3938555 11.1199226 7.3094673 10.0390265 7.5601364 12.2453244 10.5988750 10.87584218 11.96699005 10.52875229 1.51939093 7.61038485 8.79396252 11.83132767 9.13287266 6.27427844 10.13655157 7.03246015 9.94842725 8.10685498 10.13777567 13.35629528 10.36749142 10.26029529 10.50760151 11.84806512 14.13068400 10.72314606 5.58102278 11.61672007 11.75001113 11.20997022 10.62835021 7.62791466 13.61936365 6.31813242 -0.06552124 9.88862393 10.6992992 12.6901499 3.4579882 9.5656048 11.5142150 10.0669274 14.1456628 8.3669695 7.2653450 8.8740069 9.7609762 8.8958773 16.7649800 5.1043534 7.0324601 11.2529705 8.6331322 8.3202902 11.7401716 10.8929804 1.2563465 10.5137436 10.4614159 10.5343405 10.9777968 8.8636861 8.0165765 9.0298247 10.0005168 6.7288429 9.5674228 1.9344410 NA 8.8443207 2.1043367 9.8994905 4.7673158 10.7593864 12.4445737 10.6610716 10.4818043 11.4020332 5.6209294 3.9788180 3.9344316 12.5421048 10.8633162 8.1847261 10.8969623 11.2597331 8.4774596 6.8413178 10.3002034 12.4409832 9.7962900 10.8951537 0.9344033 11.1950532 11.2280948 9.8688557 7.3353073 10.9330181 TCGA-98-A53D 68 1 645 NA lung stage iib t3 n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 90 1960 r0 white not hispanic or latino NA NA 2 4 NA NA 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.99537555 NA -0.05304461 7.44673429 1.53186800 6.43874196 6.30162240 -1.05319429 7.82953184 4.37315401 0.94688055 7.05017625 6.44673429 6.68159825 NA 3.53185552 NA -1.05319429 -0.05304461 10.21718393 10.90072132 10.06582970 3.11681387 9.09027177 5.61931323 8.65769502 -1.05319429 -1.05319429 -1.05319429 2.64733754 7.13671331 1.94688055 14.85147272 8.95811593 9.76066989 8.31321093 5.15634403 NA 10.42818354 0.94688055 9.22149988 5.77977975 NA NA 11.43617720 7.69732763 10.39603733 11.67307489 11.02803920 10.07279932 5.13671228 -0.05304461 8.38775801 NA 7.01835154 10.62944442 5.45468259 9.83867244 3.47044576 8.64385619 6.81725358 7.92416879 3.03435660 -0.05304461 10.51341840 -1.05319429 NA 9.13176412 5.71507243 NA 1.53186800 9.81030058 NA 5.67480806 2.68782216 3.80486929 1.26879368 -1.05319429 11.13825637 2.85377613 6.91843275 3.28887530 -0.00080372 0.00208050 0.00180300 0.00513590 0.00083195 0.00013863 0.00166420 0.00180300 0.00180300 0.00000000 0.00000000 -0.00069303 -0.00069303 -0.00106230 -0.00332430 0.00221930 0.00221930 -0.00041585 0.00360760 0.00360760 -0.00304750 -0.00013862 0.02454800 0.02454800 -0.00774820 -0.00774820 -0.00640140 -0.00640140 -0.00249380 -0.00415460 -0.00152430 -0.00080372 0.00208050 -0.00233880 0.00027728 -0.00309250 0.00180300 0.00180300 -0.00487470 -0.00207840 0.00083195 0.00083195 0.00083195 0.00166420 0.00166420 0.00180300 0.00180300 0.00000000 0.00000000 -0.00180140 -0.00106230 -0.00106230 -0.00106230 -0.00106230 -0.00360110 -0.00360110 -0.00360110 -0.00036710 -0.00332430 -0.00332430 0.00221930 -0.00041585 -0.00041585 0.00360760 -0.00304750 -0.00304750 0.00041593 0.00041593 -0.00013862 -0.00013862 -0.00013862 0.02415900 -0.00774820 -0.00774820 -0.00429290 -0.00429290 -0.00249380 -0.00415460 -0.00415460 -0.00415460 -0.00415460 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.36474138 8.02370446 -0.05304461 3.53185552 7.31757632 9.98031169 10.80797558 8.59074497 9.75746035 -1.05319429 8.20663199 1.53186800 2.53184305 12.34161928 -1.05319429 12.54179639 7.49763552 8.56710846 11.12666092 13.25828222 7.92988211 10.94018092 11.89543843 0.94688055 9.03169707 -1.05319429 4.82952994 9.67565100 9.60241048 0.13592882 1.75424616 11.90761465 6.50147736 10.53325935 7.62284545 12.38607024 10.41398465 10.196595 12.045579 10.453692 1.531868 6.695082 7.264301 11.944950 9.169684 5.633391 9.379431 6.241510 9.080018 8.786093 10.314849 13.574480 10.408880 9.054106 10.128662 9.631637 14.902130 11.048864 5.207666 11.673075 11.852840 11.044921 10.199554 8.864261 13.915561 4.076174 0.531868 10.023704 10.724555 12.277385 3.194812 9.164846 10.995376 9.862768 14.241146 8.948297 6.438742 8.592547 9.712589 9.078746 16.476960 7.829532 6.241510 11.077459 7.832585 7.734791 10.846246 11.467262 NA 9.508177 10.824940 10.714246 11.644942 8.958116 7.232290 9.477295 8.779779 7.590745 8.723322 0.531868 0.531868 8.362630 NA 9.449720 3.194812 10.396037 12.949264 10.616217 10.255796 11.734587 5.136712 NA -1.053194 12.940181 10.166057 8.141645 10.629444 11.069393 9.022368 6.946889 9.838672 12.636996 9.861274 10.953916 2.754246 11.970470 11.144634 9.676509 7.141645 10.605100 TCGA-98-A53H 76 0 NA 618 lung stage ia t1a n0 m0 female 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 1973 r0 white not hispanic or latino NA NA 2 4 1 1 4 1 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3773941 3.9711297 1.0451634 7.0315452 0.3081278 7.4271092 6.5301098 1.5305702 5.7566284 5.2777951 2.0451284 9.6270875 5.2309984 6.3956301 3.7676018 3.4236454 -0.2768347 4.9281666 2.1826287 9.7859263 10.9917476 9.5553045 6.5749552 8.6832076 3.7676018 9.9167310 -1.2768347 0.3081278 6.4236454 2.7232090 7.8981315 6.4026864 14.8669276 9.1133747 10.4768403 10.3947467 5.5560952 2.4236320 10.7672581 2.6301025 9.4287688 6.5686949 -1.2768347 1.0451634 11.3800706 7.0782928 10.8176133 12.0444291 11.3747058 11.4314511 5.6539428 NA 8.9447926 -1.2768347 6.8053544 10.7274261 6.4780933 10.3058180 0.3081278 9.1133747 7.8343415 7.5143685 0.3081278 0.3081278 7.8704103 2.6301025 0.3081278 9.3480011 6.4847568 NA NA 10.0563609 NA 6.0086079 3.8304784 4.7359987 3.6774068 9.2777944 10.4909763 2.4236320 6.5497539 4.2963987 0.01642500 0.00319100 0.00319100 -0.00738210 -0.02274400 -0.00138580 -0.00138580 0.01978300 0.01978300 0.06222300 0.06222300 0.01028500 0.01028500 0.01181800 -0.00761010 0.00000000 0.00000000 -0.01395300 -0.01285100 -0.01285100 0.00041593 -0.00180140 -0.01257600 -0.01257600 -0.00318590 -0.00318590 0.00917050 0.00917050 0.01488800 0.00180300 -0.02547500 0.01642500 0.00319100 0.00319100 0.00319100 -0.00738210 -0.00738210 -0.00738210 -0.00738210 -0.02274400 -0.02274400 -0.02488500 -0.02488500 -0.00138580 -0.01766600 0.01978300 0.00332990 0.06222300 0.06222300 0.01028500 0.01181800 0.01181800 0.01181800 0.01181800 -0.00512270 -0.00512270 -0.02315500 -0.00761010 -0.00761010 -0.00761010 0.00000000 -0.00290910 -0.00985990 -0.01285100 0.00041593 0.00041593 0.00069327 0.00069327 -0.00180140 -0.00180140 -0.00180140 -0.01257600 -0.00318590 -0.00318590 -0.00733390 -0.00733390 0.00054760 0.00180300 0.00180300 0.00180300 0.00180300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.579631 7.770330 1.530570 6.157834 8.258481 9.825181 10.590484 8.040618 10.184685 NA 6.952025 3.045128 2.308157 12.313910 2.182629 11.329877 5.723206 8.833036 10.411369 13.480075 7.402686 10.711890 11.489942 -1.276835 9.937525 NA 5.451125 8.640578 9.187721 8.587686 1.045163 13.017826 7.153658 10.301106 8.134716 10.975575 10.323118 11.056920 12.029552 10.259453 1.308186 8.211046 8.770330 11.410363 9.507022 6.872953 10.106370 6.683208 10.334175 10.254587 11.520259 13.257448 10.915498 8.872953 10.424512 9.792655 13.304171 10.763153 4.958931 12.044429 11.537988 10.857953 10.631974 6.857631 13.613671 10.830096 1.045163 10.064724 10.687185 12.066391 3.677407 9.394747 11.377394 9.947810 13.804354 9.211046 7.693656 8.321258 9.922264 8.888112 16.194325 5.756628 6.683208 11.289973 9.638338 8.119811 10.333308 11.718266 NA 9.870410 10.384984 10.376051 10.051319 9.113375 8.900625 9.185708 8.584292 5.464672 9.560045 1.045163 3.932657 8.838249 2.893129 9.540189 4.215057 10.817613 12.415494 10.298272 10.721796 11.036372 5.653943 1.893129 6.773055 12.630378 10.918270 8.042878 10.727426 11.219061 8.664253 6.124084 10.305818 12.217936 9.792655 10.382756 2.308157 10.454525 10.851957 9.800021 7.454525 10.611188 TCGA-98-A53I 64 0 NA 565 lung stage iia t2a n1 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 70 1969 r0 white not hispanic or latino NA NA 5 3 NA NA 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1776594 NA -1.2307360 7.5766846 5.7916969 3.6273150 4.5242142 -1.2307360 9.8811175 5.1955956 -1.2307360 6.3162236 6.7118445 2.2287571 -0.2307360 NA NA 2.5756512 2.0912598 8.8150893 11.2174460 10.1405618 0.7693486 8.5911038 0.7693486 8.7523231 3.4131879 5.6396952 NA -1.2307360 7.2611829 1.7693486 13.9843314 9.5911036 11.7908302 10.3162242 1.0912598 NA 12.3745777 1.9392642 8.3541043 3.5766793 NA NA 11.1092771 5.5518697 11.2493625 12.7159619 11.4217266 9.6948248 4.4417557 NA 9.3420300 NA 3.7693274 10.4275412 6.1702095 10.0776687 -1.2307360 9.4809967 6.8027529 3.4697688 NA NA 6.1091787 -1.2307360 -1.2307360 9.3831191 5.7580153 NA -0.2307360 9.4005068 NA 5.2287610 0.3543393 1.9392642 0.3543393 -1.2307360 9.4997999 NA 6.7176970 4.7493573 1.214800 0.715840 0.145330 1.525400 -0.398700 0.620610 0.661240 0.490780 1.306700 0.164600 0.164600 -0.019863 -0.019863 1.008800 -0.063569 0.098560 0.000000 -0.374930 0.421160 -0.433440 -0.022102 0.983900 0.145930 0.145930 0.102780 0.102780 0.411110 0.411110 0.027778 0.036485 -0.430780 -0.411130 0.715840 0.145330 0.129770 -0.971810 -0.396750 -0.396750 1.525400 -0.398700 -0.393520 -0.393520 -0.393520 -0.119000 -0.119000 -0.733540 -0.400190 0.164600 0.164600 -0.019863 -0.134840 -0.134840 2.022200 0.173770 0.325920 0.325920 -0.151310 -0.063569 -0.397640 -0.421890 0.000000 -0.389550 -0.389550 0.421160 -0.020910 -0.015466 -0.142450 -0.142450 -0.471310 0.389820 0.983900 0.145930 0.102780 0.102780 -0.259260 -0.259260 0.620790 0.045708 0.036485 0.036485 0.036485 0.326 0.175 0.000 0.000 0.131 0.131 -0.390 0.000 0.000 -0.142 -0.142 0.390 0.390 0.146 0.146 0.103 0.103 -0.260 0.151 0.411 0.411 -0.259 0.000 0.716 0.145 -0.397 1.114 -0.399 -0.399 0.661 0.542 -0.138 -0.400 0.165 0.165 0.000 0.000 0.046 0.181 0.000 0.000 0.326 0.175 0.000 0.000 0.131 0.131 -0.390 0.000 0.000 -0.142 -0.142 0.390 0.390 0.146 0.146 0.103 0.103 -0.260 0.151 0.411 0.411 -0.259 0.000 0.716 0.145 -0.397 1.114 -0.399 -0.399 0.661 0.542 -0.138 -0.400 0.165 0.165 0.000 0.000 0.046 0.181 0.000 0.000 8.48871864 7.76932942 1.76934860 4.76932744 7.44528639 9.74302698 10.20291513 7.79593639 9.39686354 1.76934860 7.22465677 NA 2.09125977 11.51479393 0.76934860 11.50255691 7.38403944 9.21227312 11.20043551 13.84041490 5.48357396 10.23897155 11.04341662 -0.11966711 8.91526184 -1.23073604 7.76932942 8.27315545 10.22413786 -0.09974179 5.10918084 14.29604288 8.15519215 9.86274722 5.17872261 10.52796935 9.91335051 10.018443 11.098846 10.740873 NA 10.144369 8.106952 10.819859 10.052997 7.304605 10.281576 7.236935 9.785414 8.571846 12.351236 13.694884 11.110292 6.791697 10.526303 8.774954 13.281638 10.472368 4.981510 12.715962 11.244810 9.944879 11.342977 7.040793 13.578041 13.337286 2.676222 10.461945 10.913032 9.858780 1.091260 9.133464 11.177659 11.109458 13.236998 9.631967 9.782890 8.358045 9.978155 9.828674 15.453339 9.881117 7.236935 11.452324 6.441756 7.988498 9.706704 11.072540 NA 9.019628 11.919712 9.168073 7.350530 9.591104 7.746610 8.961622 7.413186 5.510797 9.014882 NA 2.469782 7.122476 1.769349 9.365520 4.126882 11.249362 13.138109 10.270669 10.888595 11.220798 4.441756 1.091260 7.893451 11.495548 9.113625 7.856793 10.427541 11.059637 8.973901 6.195594 10.077669 11.895550 9.755172 9.646614 -1.230736 2.228757 10.105183 9.518361 7.220541 10.369707 TCGA-98-A53J 77 0 NA 630 lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1957 r0 white not hispanic or latino NA NA 5 3 4 4 2 2 1 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1010406 NA 0.3427823 8.2823967 5.6465976 -0.6572177 5.5326411 NA 10.1717471 4.8663789 NA 6.5619859 5.6826660 2.8022553 NA NA -0.6572177 2.1501697 NA 6.4513414 11.1784730 10.2838650 3.2497032 8.3200974 -0.6572177 12.7642248 NA 5.6465976 NA 3.5127452 5.0707371 0.9277448 13.2887184 10.7643563 11.8712714 11.4682308 3.9277827 NA 11.7842054 4.5127452 8.4506100 5.3200983 NA NA 10.2931764 4.2497108 10.5007958 13.3401733 10.9671559 9.9951425 5.9575269 NA 9.8104229 6.3651851 3.9866749 8.5252119 3.7351322 10.3526460 0.9277448 8.1241772 5.3428178 0.9277448 -0.6572177 -0.6572177 5.2254600 -0.6572177 NA 9.3940262 6.4721011 NA -0.6572177 10.4791677 -0.6572177 2.3428107 -0.6572177 5.4089054 NA -0.6572177 7.4461048 NA 7.0707382 NA 0.740620 0.193580 0.122850 2.611400 -0.496530 0.190410 0.190410 -0.512490 0.209620 0.755860 0.217910 -0.145150 -0.139870 -0.485860 -0.126810 0.277260 -0.492670 -0.151700 -0.490360 -0.505110 0.076998 0.244750 -0.138070 -0.138070 0.186390 1.054800 0.241560 0.241560 0.256680 0.077142 -0.507840 0.277420 0.193580 0.122850 0.122850 -0.517840 -0.517840 -0.517840 1.704300 -0.496530 -0.496530 -0.496530 -0.496530 0.190410 0.190410 -0.512490 0.172010 0.217910 0.217910 -0.145150 -0.485860 -0.485860 -0.485860 0.393960 -0.501100 -0.501100 -0.501100 -0.126810 -0.126810 -0.138710 -0.492670 -0.151700 -0.151700 -0.501310 0.120930 0.120930 0.100740 0.100740 0.244750 0.244750 0.244750 -0.138070 -0.530630 -0.172590 -0.483650 -0.483650 0.256680 -0.218760 -0.218760 -0.218760 0.043582 -0.501 -0.501 -0.127 -0.127 0.268 -0.225 -0.152 -0.490 0.000 0.101 0.101 -0.263 0.245 -0.138 -0.138 0.027 0.186 -0.508 0.233 0.242 0.242 -0.484 0.257 0.194 0.194 -0.518 1.186 -0.497 -0.497 0.190 0.190 -0.340 0.172 0.756 0.218 -0.145 -0.145 -0.183 0.303 -0.219 0.000 -0.501 -0.501 -0.127 -0.127 0.268 -0.225 -0.152 -0.490 0.000 0.101 0.101 -0.263 0.245 -0.138 -0.138 0.027 0.186 -0.508 0.233 0.242 0.242 -0.484 0.257 0.194 0.194 -0.518 1.186 -0.497 -0.497 0.190 0.190 -0.340 0.172 0.756 0.218 -0.145 -0.145 -0.183 0.303 -0.219 0.000 7.1372330 7.3371705 0.3427823 9.7627775 9.2705953 10.2579498 10.3974217 8.1032710 10.4008091 3.3428107 7.3762400 -0.6572177 -0.6572177 10.8073631 -0.6572177 12.4523363 5.8819753 8.1533889 10.4602981 14.3538698 1.3428392 9.6893311 12.3341620 0.3427823 12.6185054 -0.6572177 4.7690841 8.7606697 9.2838648 NA 3.5907457 16.3784327 8.0045952 9.1820211 2.5127326 10.7319108 9.0825980 10.0741364 11.0108158 10.5344934 0.3427823 9.3721046 9.7638302 11.7764028 9.6037369 8.4591615 10.7335237 8.6848920 11.5285724 6.5127420 13.2270833 13.9921858 11.9455162 5.4721011 10.7003693 7.6737345 13.2537411 9.8614705 6.3665163 13.3401733 11.9045826 9.2300380 10.5871812 6.6282195 12.9668120 12.7873146 2.3428107 9.9911749 11.1812334 11.1808394 1.3428392 9.8741988 11.1010406 10.3603217 14.8098806 8.0363044 9.1031713 8.6096039 10.7058570 8.5668190 13.8169669 10.1717471 8.6848920 11.1245869 5.6096043 5.1501738 7.3428169 11.2995565 NA 6.1501717 11.0617782 8.8624536 6.7351349 10.7643563 9.1629962 5.7522080 4.6282195 4.9277780 9.3540446 -0.6572177 4.9575293 7.6189419 NA 10.0993737 5.7857598 10.5007958 13.0048181 9.6557003 11.0293179 11.2158769 5.9575269 1.3428392 5.2735532 9.6534302 9.8545700 6.1110021 8.5252119 10.2962864 8.2616808 4.9866749 10.3526460 11.4766017 10.2809266 7.3926660 1.6647559 10.2831310 9.1221592 9.5314062 7.6692465 9.9107734 TCGA-J1-A4AH 70 0 NA 581 lung stage iia t2b n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 NA r0 white not hispanic or latino NA NA 5 2 NA NA 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5101785 -0.1608466 -0.1608466 7.9423679 5.8834742 1.4240621 5.8614468 3.4240487 9.7474725 4.0090067 3.1610008 5.6719698 3.6464392 4.5939692 1.8390727 2.4240352 NA 2.1610170 NA 6.2484703 11.9783114 10.6512571 4.7459687 9.3208793 -0.1608466 10.4720750 -0.1608466 5.2653431 NA 5.5939662 5.3626417 0.8390727 12.8457425 10.2548216 10.8177902 11.0202321 4.3626452 -0.1608466 11.5876920 1.8390727 8.1600156 3.4240487 2.6464392 4.3626452 12.1163585 4.2362018 11.7932761 13.0915974 10.8862037 10.4290586 5.3626417 -0.1608466 11.6584606 -0.1608466 3.0090067 9.7094445 3.5395187 9.8418948 4.3626452 8.6908288 5.3936702 NA -0.1608466 -0.1608466 5.1610089 NA 3.0090067 11.0058705 6.4089360 0.8390727 3.0090067 10.4417787 6.7815945 3.0090067 -0.1608466 4.8390778 3.0090067 0.8390727 8.1878078 NA 8.0140054 2.4240352 0.3058500 3.5324000 -0.1643400 3.6569000 0.6656700 0.3421100 0.3820400 0.2678100 0.2678100 -0.2046100 0.2234500 0.7976200 0.6870100 -0.0045695 -0.0825350 0.9093600 0.3538100 -0.2345900 -0.1005300 -0.0546900 0.0484040 0.4396900 0.4385100 0.4385100 0.8948700 0.3924700 0.5474100 0.5474100 0.6851500 0.7360600 -0.1884800 -0.1884800 -0.0965720 3.4835000 -0.1643400 -0.2103200 -0.2103200 -0.2103200 0.7017600 -0.0475310 -0.2173800 -0.0074720 -0.0074720 -0.0294480 -0.1874300 -0.1072000 -0.2181200 0.2003000 0.1048200 -0.3330600 0.2681200 -0.0045695 -0.0045695 -0.0045695 -0.2295700 -0.6469600 -0.2343500 -0.0498300 -0.0825350 -0.0372180 0.1880400 -0.2312900 0.1036600 -0.1358700 0.1014700 0.1014700 -0.2080900 -1.2929000 0.0606510 0.4780400 0.4396900 -0.3105000 0.0310140 0.3924700 0.0044411 0.0044411 0.6851500 -0.3052200 0.1143300 0.1393900 0.1888900 -0.234 -0.234 0.000 0.000 0.354 0.354 -0.231 0.000 0.000 0.164 0.164 0.440 0.440 0.439 0.439 0.392 0.392 0.010 0.306 0.547 0.547 0.000 0.685 0.279 0.279 0.702 0.912 0.000 0.000 0.320 0.320 -0.218 -0.218 -0.186 -0.081 -0.294 0.107 0.000 0.000 0.189 0.189 -0.234 -0.234 0.000 0.000 0.354 0.354 -0.231 0.000 0.000 0.164 0.164 0.440 0.440 0.439 0.439 0.392 0.392 0.010 0.306 0.547 0.547 0.000 0.685 0.279 0.279 0.702 0.912 0.000 0.000 0.320 0.320 -0.218 -0.218 -0.186 -0.081 -0.294 0.107 0.000 0.000 0.189 0.189 8.560179 8.727823 NA 8.822073 6.757943 9.491925 10.767598 8.205402 9.328928 2.646439 7.330933 NA NA 11.413673 1.839073 11.497291 8.053399 9.588949 11.358053 16.116476 3.009007 10.014006 11.349349 NA 11.650053 NA 4.298512 8.897072 10.438993 NA 5.620440 14.987755 8.053399 9.816360 4.009007 11.483387 9.055826 10.387902 11.814928 9.880739 3.424049 11.149125 7.539519 11.437598 9.741455 8.991365 10.644017 9.625349 8.897044 8.058248 13.498295 13.968765 11.681430 5.298512 11.586434 7.793276 12.448489 11.102936 5.680803 13.091597 11.138288 9.664039 10.985012 8.018989 13.563149 14.118835 4.646433 11.399890 10.8862037 10.3626418 1.4240621 9.6022923 11.5101785 10.2064945 13.8876510 10.3369316 9.4837112 8.5185599 10.3339354 9.8669858 13.4718479 9.7474725 9.6253494 11.3148133 6.0678990 6.6072637 10.7224868 11.4065606 2.6464392 7.3309330 11.8735349 8.3821117 7.0090045 10.2548216 8.3975005 9.4937158 5.7932769 4.2313940 9.3309330 3.1610008 5.7698167 9.5360473 NA 9.3468745 4.7459687 11.7932761 12.9940561 10.1070370 10.9831007 11.5498862 5.3626417 0.8390727 6.9580214 9.9449883 9.1405760 4.6970621 9.7094445 11.7808610 12.6955053 6.5255803 9.8418948 11.9105422 9.9318370 8.2611448 NA 6.0289050 9.3689399 10.1175292 7.3859745 9.8614477 TCGA-L3-A4E7 71 0 NA 392 lung stage ib t2a n0 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25 1962 r0 white not hispanic or latino NA NA 2 4 2 3 4 1 3 4 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.74134597 NA 1.91796634 6.92920632 -1.08191913 2.61842662 5.64590048 0.50294157 11.14258339 3.44153660 0.50294157 7.81582388 4.61842074 3.31029649 -0.08207184 -0.08207184 NA NA -1.08191913 7.14198040 11.52206860 7.38558462 2.08790407 8.71401845 4.00544490 11.66049870 0.91800452 NA NA 2.91798543 8.80824313 1.72534853 14.49283712 11.11150412 11.22404039 11.24187789 4.84871807 -1.08191913 10.93652664 -1.08191913 8.79564618 5.23990589 -0.08207184 NA 12.03488471 4.75086908 10.23877934 12.71411977 11.61624929 10.09159340 3.96237319 NA 8.49540736 NA 3.37741531 8.98809954 2.91798543 9.88880366 NA 7.94311843 5.86049357 4.23990971 -1.08191913 -0.08207184 6.01601041 NA NA 8.80519925 5.47256900 NA -1.08191913 10.44056025 NA 3.16591194 -0.93153555 1.72534853 NA -1.08191913 8.69276578 NA 6.84871557 2.37740143 0.0000000 -0.0364010 -0.0364010 0.1140900 -0.0146410 1.0226000 0.5727300 -0.0107840 -0.0107840 0.1121300 0.1121300 0.1024400 0.1712100 0.1008900 0.0918800 0.0943460 0.0943460 0.1115500 0.1676000 0.1676000 0.0054139 -0.3535000 0.1076000 0.1076000 0.1150600 0.1150600 0.1122800 0.1122800 0.0758470 -0.0453640 0.0000000 0.0000000 0.1076200 -0.0364010 -0.0364010 -0.3093200 -0.3093200 -0.3093200 0.0952170 -0.3790900 -0.0146410 -0.0960440 -0.0960440 -0.3562400 -0.3562400 0.5562000 -0.0107840 0.1121300 0.3507200 0.1114000 0.5496500 0.0932520 0.1008900 -0.3663500 -0.3713200 -0.0615550 -0.7993600 0.0918800 0.0918800 0.0914450 0.0777180 -0.3717800 -0.3717800 0.1676000 0.0054139 0.0054139 -0.3617000 -0.0772120 -0.3535000 -0.3535000 -0.3535000 0.1076000 0.0255310 0.1370200 0.0969610 -0.3734700 0.0758470 -0.1072200 -0.0453640 -0.0453640 -0.0453640 0.000 -0.311 0.000 0.000 0.000 0.000 -0.372 0.168 0.000 -0.285 0.000 -0.354 -0.354 0.108 0.108 0.000 0.000 0.000 0.000 0.112 0.112 -0.373 0.000 0.000 0.000 -0.195 0.114 -0.364 0.000 0.216 -0.356 0.000 0.000 0.112 0.112 0.102 0.102 -0.366 -0.366 0.000 0.000 0.000 -0.311 0.000 0.000 0.000 0.000 -0.372 0.168 0.000 -0.285 0.000 -0.354 -0.354 0.108 0.108 0.000 0.000 0.000 0.000 0.112 0.112 -0.373 0.000 0.000 0.000 -0.195 0.114 -0.364 0.000 0.216 -0.356 0.000 0.000 0.112 0.112 0.102 0.102 -0.366 -0.366 0.000 0.000 8.01337572 7.71564014 -0.08207184 6.65944510 7.29301819 9.62878508 11.01040558 8.04209983 9.92990474 -0.08207184 8.62533771 NA 0.91800452 10.89525869 0.50294157 11.25476421 4.04725918 9.49162585 10.57501577 13.59921715 5.83684315 10.46390850 12.02699314 -1.08191913 9.48403277 NA 4.96237319 9.57440355 9.77592084 0.30205579 1.23988680 14.31752369 7.46872585 8.36299362 3.23990207 10.58642052 10.65395775 10.42923725 12.80396102 10.47687771 -0.08207184 8.74293758 8.77128840 11.72009113 9.84797687 7.38558462 11.24244061 7.35677063 11.31295316 11.49351800 11.30868510 12.92745747 11.15279616 5.44153992 10.30814764 9.24777517 13.26171964 11.02584966 5.46178392 12.71411977 10.98406793 9.91445226 10.02650325 7.71239493 13.74353284 11.99646314 1.72534853 10.19758936 10.68326484 11.49941471 -0.08207184 8.77751342 11.74134597 10.37638535 13.78704043 9.65014613 9.10497189 8.81431104 9.95066510 9.54551263 14.80491368 11.14258339 7.35677063 10.79219170 7.69605573 5.44153992 9.63394063 12.32988688 NA 8.07026373 10.22347058 9.36299362 9.78757253 11.11150412 9.26781292 7.97326112 5.81279598 5.68616433 9.37433312 1.72534853 NA 8.48593474 -0.08207184 8.62878526 3.77595655 10.23877934 12.23114520 10.83981964 10.52669563 11.49044212 3.96237319 -0.08207184 NA 11.39674835 11.41632934 6.39371135 8.98809954 11.01798397 6.42577315 6.77595918 9.88880366 12.52808079 10.11088794 8.86342249 -1.08191913 10.14859962 11.70831499 9.83758694 7.66952289 10.12377197 TCGA-L3-A524 45 1 490 NA lung stage iib t3 n0 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 25.6 1979 r0 white not hispanic or latino NA NA 5 2 3 1 2 2 1 2 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.39443343 2.82079166 NA 8.75624607 5.00135640 2.08382606 6.00241899 -0.08604789 9.58011966 3.49886356 NA 9.23920111 2.08382606 2.82079166 1.72124140 1.49886356 -1.08620104 2.23581895 -1.08620104 7.20851628 11.63862262 10.54825290 2.37331412 8.43353203 0.91387554 7.90824909 -1.08620104 6.72767681 NA -1.08620104 4.49885718 -1.08620104 13.07941428 10.37178949 10.86627290 10.84574117 3.91389468 2.08382606 11.69464043 4.04317825 8.01153254 2.23581895 0.49886356 2.91389468 11.42381660 4.23582661 11.15796210 12.70577073 11.50471657 9.86730639 4.52860257 NA 11.40549821 NA 2.61433293 9.83499273 3.49886356 9.41074940 3.16182320 9.36510678 9.36097895 1.23584958 NA 1.49886356 8.90258042 -1.08620104 NA 9.33701147 5.18068097 -0.08604789 NA 10.99903607 1.34953513 3.00135189 -1.08620104 7.60064144 NA -0.08604789 8.02503156 NA 7.44527728 2.37331412 1.1218000 1.0447000 0.1003100 3.6569000 -0.3589700 1.2185000 1.7293000 0.6916700 0.0562280 -0.1682800 0.3175500 -0.4746900 3.6569000 0.7528000 -0.0731650 0.4745200 1.9356000 -0.4671500 -0.0015243 0.8635400 0.3218900 0.3537500 0.6677100 -0.4517900 0.8772700 0.8960800 0.6982100 0.4336100 2.5390000 0.0603650 -0.1514400 -0.9925600 1.0447000 0.1003100 -0.4713100 -0.0533410 -0.0693320 -0.0693320 0.4153000 -0.4719400 -1.2929000 -0.4517900 -1.2929000 -0.1642100 -0.1642100 -0.0092666 -0.4808100 0.4351300 0.8301900 -1.0140000 -0.9668900 -0.9668900 -0.9618600 0.7528000 -0.4971500 0.1364300 -0.5001700 -0.0969420 0.0065262 -0.0449570 -0.0882420 -0.5105300 -0.4565100 1.7636000 0.3637900 0.3169100 -0.5571700 0.0062481 -0.1398700 0.2946900 0.3537500 -0.4958900 0.2515200 -0.3033400 -0.4611000 -0.1283600 -0.0903610 0.1974100 0.0698120 0.0698120 0.0603650 -0.480 -0.480 0.000 0.000 0.494 0.494 -0.447 0.708 0.364 -0.557 0.000 0.286 0.286 0.216 -0.452 -0.052 -0.052 -0.494 0.070 0.128 -0.570 0.000 0.000 1.001 0.000 0.000 0.321 -0.434 -0.434 1.054 -0.164 0.000 0.000 0.318 0.318 1.149 2.117 -0.652 0.310 0.000 0.000 -0.480 -0.480 0.000 0.000 0.494 0.494 -0.447 0.708 0.364 -0.557 0.000 0.286 0.286 0.216 -0.452 -0.052 -0.052 -0.494 0.070 0.128 -0.570 0.000 0.000 1.001 0.000 0.000 0.321 -0.434 -0.434 1.054 -0.164 0.000 0.000 0.318 0.318 1.149 2.117 -0.652 0.310 0.000 0.000 9.17128340 8.35268747 0.91387554 4.84463171 6.10372003 8.95281462 10.66585800 7.98535811 9.45305452 4.97998416 6.91952005 NA NA 11.29678982 -0.08604789 11.45820809 8.12578385 10.26372976 11.22691187 15.30862626 3.43745414 10.45208461 11.06427762 -0.08604789 9.91952020 0.49886356 -1.08620104 9.51566633 10.64860098 -0.92248353 0.91387554 13.56365702 8.41573290 9.74836663 4.04317825 10.59952051 9.88687536 9.828281 12.432795 10.078174 2.498864 10.566293 7.593375 10.848692 9.351648 9.184191 9.663765 9.384555 9.778840 9.130642 12.085854 13.483158 11.568532 5.543251 10.882562 9.343302 14.021807 11.857692 5.383780 12.705771 11.623410 10.170694 10.901870 6.913896 13.596504 14.655731 4.746786 10.109883 11.1923451 9.0444663 1.7212414 8.8237888 11.3944334 10.1540906 13.9527705 9.9244237 10.0033262 8.8753454 10.2021849 11.3137076 13.9066127 9.5801197 9.3845545 11.0806864 6.8267849 7.6721191 7.1378969 10.6956651 0.4988636 6.7404446 11.9086026 8.5968901 8.0250316 10.3717895 6.8207866 5.9691781 5.4530533 4.0013609 10.0354291 4.5286026 4.0431782 7.9826736 -1.0862010 9.1499099 5.2537473 11.1579621 13.3790794 9.9110751 10.8007353 11.5256121 4.5286026 0.4988636 3.0013519 10.3495659 8.6837336 4.1992954 9.8349927 11.2854000 8.2245082 6.9025801 9.4107494 12.2413079 10.3094297 8.8207862 0.9138755 6.0636431 8.6407948 9.5622533 7.7562461 9.7788556 TCGA-LA-A446 68 0 NA 401 lung stage ia t1b n0 mx male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 26 1961 r0 white not hispanic or latino NA NA 5 2 3 2 2 2 4 1 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2573901 11.2103970 NA NA 7.7621275 0.7425237 -0.2573901 4.3987471 NA 1.3275149 2.8299916 NA 3.9124583 2.6494315 8.0576864 1.0644690 NA -0.2573901 -0.2573901 NA 6.3349937 11.6589761 10.0174972 4.3275005 8.0531494 1.5499156 10.9752574 0.7425237 3.4974208 1.5499156 5.4290368 7.9149645 NA 12.8435275 10.5911597 11.7867601 11.4329713 4.1000862 NA 12.4807346 -0.2573901 8.3552211 2.3274862 1.0644690 2.7425452 11.8669892 2.7425452 11.1487417 13.8158536 11.6127087 10.1603945 5.0823875 NA 9.5595203 -0.2573901 3.0644690 9.7537640 3.8718239 9.5880268 NA 7.6098155 4.9323636 4.7869309 NA -1.2573901 5.1854820 NA NA 8.4550637 5.7978197 2.2019788 NA 9.7649046 -0.8900377 2.8299916 0.3274574 0.3274574 -1.2573901 NA 8.0756920 -1.2573901 7.4907298 2.1526053 0.0000000 2.1480000 1.0836000 1.5198000 0.0293250 1.5712000 1.1139000 0.2322500 0.2322500 -0.0421100 0.5602800 0.6209700 0.5477100 0.3698600 -0.0013858 0.2197500 0.2197500 0.0126550 -0.2839400 -0.3133000 0.3289800 0.0000000 0.0377820 0.0109820 1.0445000 0.8607600 0.3404700 0.3119300 0.3028200 1.1665000 -0.3198400 0.0000000 -0.0475310 -0.3519000 -0.3514500 -0.3276200 -0.3276200 -0.3276200 -0.0132640 0.0293250 0.0293250 -0.3235600 -0.3235600 -0.3260000 -0.3260000 0.2322500 -0.3120200 -0.0421100 0.5602800 -0.3706500 -0.0260300 -1.0164000 0.8441500 -0.0918990 0.2872300 -0.3569200 -0.3110800 0.0076392 0.0148880 -0.0135400 -0.1474700 -0.0077482 -0.3178300 -0.2839400 0.2660800 0.3299500 0.0158660 0.3373900 -0.0179700 -0.0179700 0.0000000 0.0105640 -0.3860500 -0.3535000 0.9917700 -0.3321400 0.2992100 -0.7576300 -0.7772700 -0.7772700 0.5194300 -0.311 -0.311 0.000 0.000 0.220 0.220 0.000 -0.284 0.330 0.000 0.303 0.000 0.000 0.000 0.000 0.260 0.260 -0.313 0.000 0.312 0.312 -0.332 0.299 0.000 0.000 -0.328 0.925 -0.322 -0.322 0.975 0.649 0.232 0.232 0.000 0.560 -0.359 0.000 0.000 0.000 -0.745 -0.225 -0.311 -0.311 0.000 0.000 0.220 0.220 0.000 -0.284 0.330 0.000 0.303 0.000 0.000 0.000 0.000 0.260 0.260 -0.313 0.000 0.312 0.312 -0.332 0.299 0.000 0.000 -0.328 0.925 -0.322 -0.322 0.975 0.649 0.232 0.232 0.000 0.560 -0.359 0.000 0.000 0.000 -0.745 -0.225 9.1055765 7.7169511 -0.2573901 7.1603888 7.1854801 10.0104938 10.1224566 8.1896200 8.8808086 3.0644690 7.8352938 -1.2573901 0.3274574 11.3419847 0.3274574 10.9871265 6.4290368 10.3246787 11.3619039 15.0254622 5.2182697 9.8477906 11.0929235 NA 8.7340586 NA 4.4974271 9.0046314 10.4567822 -1.0185857 6.4974240 15.6013312 8.0734534 9.2081031 2.9904648 10.7910236 9.2453685 10.768368 12.035865 9.626707 -1.257390 9.294245 7.661400 11.608463 9.409648 9.503257 9.932979 7.050876 11.107175 9.510721 14.524921 13.409537 11.151397 6.108859 10.950161 9.831325 12.190395 10.720532 5.856694 13.815854 10.912462 9.272943 10.432535 8.446440 13.878197 12.282665 3.497421 11.153783 10.3595450 11.3560960 0.7425237 9.1240797 11.2103970 9.9036686 14.2273269 8.7579516 10.1886947 8.6434035 10.5353270 9.5595203 14.1416477 1.3275149 7.0508760 11.5964310 4.7869309 4.8510594 7.0186609 12.2609440 NA 7.2816955 11.0804374 8.0956834 7.9880893 10.5911597 7.7083211 5.9617044 5.5627156 4.4429767 8.4584989 2.6494315 5.1688025 8.4755519 1.0644690 9.5698793 4.0279414 11.1487417 12.9086213 10.9638218 10.7305112 11.6354589 5.0823875 0.3274574 -1.2573901 9.5864578 9.5547141 7.7896608 9.7537640 11.4253119 10.6732741 6.0463164 9.5880268 11.9734578 10.0319793 8.5864578 4.3572494 8.3085907 9.2052945 10.1651272 8.1219153 10.8438559 TCGA-LA-A7SW 71 1 408 NA lung stage iiia t3 n1 mx male 2013 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 37 1962 r0 black or african american not hispanic or latino NA NA 1 4 2 3 3 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3984873 5.1603152 -1.1972691 7.6068945 NA NA 2.7096435 NA 9.6133353 3.5032088 5.6482526 9.1514918 7.7066452 3.1246921 1.8027722 8.8251315 -1.1972691 1.9726927 0.3876934 7.9726886 10.7323919 7.8471576 3.5032088 7.9901159 3.0506932 10.4658769 NA NA NA 4.8251292 8.3764106 0.8027309 12.7343221 11.7962328 10.9355847 13.2529439 4.0881670 -1.1972691 10.2586045 5.8688522 7.9287712 -0.1972691 NA 11.0648585 11.2941583 6.6915062 10.7205087 10.6291771 10.2678198 10.8090231 1.8027722 -1.1972691 9.2976193 1.9726927 3.4466136 9.7394016 2.5031961 9.3204330 2.1246921 9.5717750 4.7800423 3.5576552 0.8027309 1.1246590 7.0742271 NA 1.8027722 8.7216269 5.6482526 3.9726927 1.8027722 11.1111027 4.5870049 -0.1972691 7.9438235 5.5032024 6.7156532 -0.1972691 8.5306841 9.4248155 7.9925883 2.5031961 0.0175440 0.0926050 -0.0492890 0.7738700 0.0172640 0.4618400 0.5684500 0.3093900 0.2036600 1.4409000 0.2302400 -0.0735000 1.4690000 0.4617800 0.3670700 0.8510600 -0.0008316 1.3732000 0.0549450 0.4218300 -0.0430590 -0.0820040 -0.0267140 0.4881900 3.6569000 3.6569000 0.8193400 0.8193400 -0.0653130 -0.0154660 -0.5642500 0.0000000 0.0926050 -0.5230700 -0.0780110 -0.1003900 -0.4823900 -0.4823900 -0.4823900 -0.6905100 -0.5034900 -0.4859600 -0.5222200 -0.2998100 -0.2389100 -0.1986900 0.2488600 0.1294800 -0.1023200 -0.0735000 -0.5298200 -0.4781800 1.3047000 -0.1667700 -0.5234700 0.5345000 -0.2610700 -0.3633300 0.3871800 0.3913100 -0.0857220 -0.5045300 -0.5045300 -0.0496810 -0.0368100 -0.0364010 -0.2988600 -0.1473400 -0.0808070 -0.0658500 -0.1834500 -0.5359100 -0.1592400 -0.5651500 0.1602500 0.1152100 -0.0653130 0.1300700 0.0921700 0.0921700 0.0623650 -0.497 -0.497 -0.238 0.387 0.000 0.000 0.000 0.000 0.000 -0.155 0.144 0.000 0.000 0.000 0.000 0.850 1.010 0.000 0.620 0.819 0.819 0.140 0.000 0.000 0.000 0.000 0.000 -0.224 0.000 -0.239 -0.239 0.277 0.277 0.181 0.181 0.489 0.489 -0.139 -0.139 0.000 0.000 -0.497 -0.497 -0.238 0.387 0.000 0.000 0.000 0.000 0.000 -0.155 0.144 0.000 0.000 0.000 0.000 0.850 1.010 0.000 0.620 0.819 0.819 0.140 0.000 0.000 0.000 0.000 0.000 -0.224 0.000 -0.239 -0.239 0.277 0.277 0.181 0.181 0.489 0.489 -0.139 -0.139 0.000 0.000 6.5032040 8.2163918 -1.1972691 5.2784978 5.2946171 7.7335008 11.1748125 8.5790817 12.1405249 2.8027722 7.3573523 NA 0.8027309 10.8935377 1.1246590 10.0800511 9.8195719 9.4707622 10.5888821 14.6406133 2.7096435 11.5088279 11.2368706 1.9726927 12.5054775 NA 3.6101213 8.8968283 10.9910218 1.4785577 -1.1972691 14.1707244 8.5066674 10.5734275 4.8471601 9.3886651 11.1583900 9.894199 12.391244 10.049504 1.610133 7.195081 10.139270 12.667627 9.381136 12.435872 11.808388 8.402677 11.805677 4.635656 11.396855 13.679424 12.116355 6.987639 11.105974 7.036384 13.219627 9.496251 5.509157 10.629177 10.806282 11.427559 10.339982 6.660745 14.073828 7.177803 5.780042 9.708903 10.4905767 10.7939311 3.9726927 8.8728845 10.3984873 11.1550830 13.4658742 10.0255586 10.1268880 8.6261310 10.4026765 10.2986187 12.9765969 9.6133353 8.4026766 10.8087390 7.5204403 6.1156471 5.7096546 11.5933158 NA 9.0375810 10.9187826 8.0363835 11.1993684 11.7962328 7.0170823 6.9626346 4.0881670 2.8027722 8.8553317 4.8471601 1.6101331 6.6975820 NA 8.4248155 3.5032088 10.7205087 13.4467325 11.2004383 10.2996174 10.8573680 1.8027722 0.3876934 1.1246590 10.8024113 8.5643149 2.7096435 9.7394016 11.7542305 6.2784978 5.4609751 9.3204330 12.6963496 10.4452666 9.9230015 6.5709486 2.6101094 9.0407741 9.8641349 8.9034261 9.4293854 TCGA-MF-A522 54 1 360 NA lung stage ib t2a n0 mx male 2012 NA no 10 lung squamous cell carcinoma- not otherwise specified (nos) 45 1967 NA white NA NA NA 5 2 3 2 2 2 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2290441 11.0506380 NA NA 7.9258458 1.5783591 -0.2290441 1.0929516 NA 11.1208615 2.7710193 -0.2290441 7.5259146 3.4148797 1.3559747 0.3560311 NA NA NA NA 5.4714671 10.6559611 6.1633458 2.7710193 7.3783582 1.0929516 13.4336958 NA NA NA 1.7710404 7.3332699 -1.2290441 14.2031439 9.4381390 10.6031263 12.0567186 3.0929516 NA 11.4575280 2.2304490 8.6471760 NA NA -1.2290441 10.6869629 2.5947874 11.2738592 12.3534047 11.7036113 7.3957860 4.1285821 NA 10.4376953 3.7710298 0.3560311 9.8256317 2.9409560 10.9484470 NA 7.9459529 7.4328058 NA NA NA 4.1972914 2.8584983 NA 9.3811296 4.9804824 NA NA 7.5654433 NA 2.5783833 NA 3.9003065 NA NA 6.6102305 0.7710404 6.8478429 2.6779141 1.572200 0.678680 0.170760 2.726600 -0.198750 0.500640 0.527660 0.162950 0.162950 0.444870 2.399100 -0.191230 0.244350 -0.387270 1.311100 3.247400 -0.378760 1.094800 0.558860 -0.088772 -0.389730 0.164450 0.851660 0.142360 -0.404620 -0.404620 0.645610 0.757380 -0.313190 -0.012290 -0.406170 -0.401410 0.910770 -1.008700 0.170760 -0.635280 -0.635280 -0.635280 0.033972 -0.198750 -0.198750 -0.936370 -0.970820 -0.515370 -0.432350 0.162950 0.162200 0.444870 0.196950 -0.413440 -0.395190 -0.377860 -0.708010 -0.102110 -0.697060 -0.697060 -0.446950 -0.646310 -0.325190 -1.292900 -0.398550 0.208550 0.208550 0.558860 -0.372450 -0.372450 -0.020412 0.000000 0.164450 0.164450 -0.452860 0.103220 -0.662630 -0.404620 0.230710 0.122700 -0.313190 0.010285 0.010285 0.010285 0.010285 -0.301 -0.301 -0.646 -0.325 3.247 -0.379 0.209 0.000 -0.390 0.000 0.000 0.164 0.164 -0.200 0.142 0.000 -0.353 -0.401 1.009 0.000 0.757 -0.388 -0.313 0.679 0.171 -0.635 1.676 -0.199 -0.199 0.501 0.068 0.163 0.163 0.791 0.445 -0.191 -0.191 -0.276 0.000 0.000 0.000 -0.301 -0.301 -0.646 -0.325 3.247 -0.379 0.209 0.000 -0.390 0.000 0.000 0.164 0.164 -0.200 0.142 0.000 -0.353 -0.401 1.009 0.000 0.757 -0.388 -0.313 0.679 0.171 -0.635 1.676 -0.199 -0.199 0.501 0.068 0.163 0.163 0.791 0.445 -0.191 -0.191 -0.276 0.000 0.000 0.000 7.5491046 8.0839106 NA 5.2304605 8.1153236 9.0189549 11.3354151 7.8702698 10.0124148 2.0929516 6.0839111 NA 1.3559747 11.1870332 NA 11.6557703 8.1547315 9.1197556 11.0845142 14.8375371 1.9409560 10.2857415 11.5410718 NA 9.8003146 NA 8.0839106 9.1086494 9.4618985 -0.9779518 1.7710404 15.2169960 7.1417148 10.3686145 3.0189546 9.6898907 9.9614695 10.181479 11.814226 10.855504 2.677914 8.775248 8.922044 11.554026 10.060470 8.323697 11.969472 5.960852 10.040733 8.512494 13.832103 13.565748 11.284508 5.278821 11.920298 8.014201 13.561325 10.818833 5.369603 12.353405 11.051798 10.216560 10.737172 7.097457 13.405507 12.290909 4.498947 9.891913 11.485917 11.261126 NA 8.742571 11.050638 11.315267 14.498468 9.169771 9.639680 8.357867 10.242195 10.756869 12.097036 11.120862 5.960852 11.395594 1.355975 3.230464 4.498947 11.339221 NA 6.317923 10.804106 7.923312 8.264883 9.438139 7.348456 4.056427 4.960850 -1.229044 9.058740 1.940956 6.407652 6.748307 NA 9.784350 3.940956 11.273859 13.226997 10.835770 10.498948 11.001949 4.128582 -1.229044 8.853176 9.086177 9.129679 6.355991 9.825632 10.891913 4.748306 5.677917 10.948447 12.749023 10.682045 7.532579 NA 6.647545 7.407145 9.680170 6.900310 9.474931 TCGA-NC-A5HD 79 1 2 NA lung stage iib t3 n0 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA NA NA 6 3 2 3 3 1 1 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8858842 0.1894134 1.7743338 8.2952597 5.7592064 -0.8107131 5.3186350 NA 1.5112656 3.7129149 4.2768167 8.0780948 5.8332064 2.3592681 0.1894134 NA NA 0.1894134 0.1894134 6.7667807 11.4307386 5.7892650 0.1894134 8.7799383 1.5112656 12.0595233 0.1894134 NA NA -0.8107131 5.9575362 1.9967141 10.8863144 9.9018783 11.0616413 11.5979463 4.1435485 -0.8107131 10.8675112 3.3592822 8.9089969 0.1894134 NA NA 11.9970905 3.1893502 11.1237793 12.7455962 9.7724340 10.6441646 5.5987433 NA 10.7501617 -0.8107131 NA 9.7030789 1.9967141 10.2668346 -0.8107131 9.0095303 3.9442400 2.3592681 NA NA 5.7743127 NA 4.9172694 8.6872031 7.0902183 NA 0.7743338 10.7482502 7.8063776 0.1894134 1.9118066 -0.8107131 1.9967141 0.7743338 6.7050517 NA 6.8475623 1.7743338 0.4513900 0.1241700 0.3716600 3.6569000 -0.3735400 1.0759000 1.0759000 0.1963400 0.1963400 0.0810330 0.1320000 1.1751000 2.4120000 -0.3547600 0.1586100 -0.3543000 0.1348000 -0.3678200 -0.3256500 0.6514800 0.1035100 -0.0158790 -0.3332900 -0.3584800 0.1064300 -0.3396400 1.5421000 1.5421000 3.6569000 0.0000000 0.1638500 0.4513900 0.1898000 -0.0575200 0.4677600 -0.3538500 -0.8421600 -0.8412300 0.3297900 -0.3806700 -0.3735400 -0.3835800 -0.3835800 -0.3841100 -0.3841100 0.6344500 -0.3110800 0.0810330 0.1478600 -0.8620000 -0.3545300 -1.2929000 -0.3547600 -0.3547600 -0.3730200 -0.3730200 -0.3554400 -0.3700800 1.0266000 -0.4133300 0.1294800 -0.3712100 -0.3645400 -0.3488200 -0.3485900 -0.3485900 -0.3426300 0.0342540 -0.0024938 -0.0024938 -0.0158790 -0.3979700 -0.3241400 -0.3396400 -0.3768500 -0.3374500 0.2236000 0.0341130 0.0109820 0.0000000 0.0000000 -0.373 -0.373 -0.370 -0.211 0.325 0.135 -0.365 -0.340 -0.349 -0.343 0.000 -0.452 0.000 -0.358 -0.358 -0.324 -0.324 0.164 0.565 1.542 0.330 -0.352 0.224 0.124 0.124 -0.354 0.526 -0.374 -0.374 0.692 -0.384 0.162 0.162 0.000 0.000 1.119 1.119 -0.355 -0.355 0.000 0.000 -0.373 -0.373 -0.370 -0.211 0.325 0.135 -0.365 -0.340 -0.349 -0.343 0.000 -0.452 0.000 -0.358 -0.358 -0.324 -0.324 0.164 0.565 1.542 0.330 -0.352 0.224 0.124 0.124 -0.354 0.526 -0.374 -0.374 0.692 -0.384 0.162 0.162 0.000 0.000 1.119 1.119 -0.355 -0.355 0.000 0.000 9.7197576 8.0317018 NA 1.1893502 5.3186350 8.6852064 11.2557769 8.2126622 10.8173411 1.1893502 7.8187081 NA NA 11.7747833 0.1894134 11.0155024 7.8828380 8.8546870 10.8308882 14.8151172 3.4372810 10.7376916 12.8644262 NA 10.0364085 0.7743338 2.7743127 9.5078941 9.8792794 1.0171380 4.9967051 14.9131188 7.3289029 9.8520196 5.3988052 11.3073189 8.9492393 10.7410595 12.6397893 10.3063450 0.1894134 9.5545800 8.8077368 11.2893565 9.9442387 8.8168851 10.0246122 7.5687299 11.4280247 11.0546979 9.7065088 13.7395569 10.8529094 4.0962450 10.3308198 9.4193716 12.8243891 10.5784448 6.5972138 12.7455962 11.0746663 9.8177969 10.7275402 5.5987433 13.4306559 12.4360919 5.5292025 11.2761509 12.0710388 10.7060362 1.5112656 8.8003761 10.8858842 11.1022406 14.2722462 9.6198038 9.7760222 9.6559376 9.7265697 9.4908475 10.9108777 1.5112656 7.5687299 10.7677240 9.4862675 4.1435485 8.6528758 12.3879498 -0.8107131 5.6812047 11.3645889 8.8223465 9.1551355 9.9018783 8.9492393 6.7439404 4.4747540 1.9967141 7.2926391 NA 0.1894134 7.5157810 NA 9.1215659 4.2768167 11.1237793 13.3567694 10.7901934 10.6731670 10.7554053 5.5987433 1.7743338 3.2768093 9.4897039 11.5746744 6.9641387 9.7030789 11.1152765 3.6487875 6.2768149 10.2668346 12.8760706 10.6405624 7.8150598 2.7743127 5.9308177 10.2882255 10.3736068 7.8040613 10.3289026 TCGA-NC-A5HE 60 0 NA 2336 lung stage iib t2 n1 m0 male 2008 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1973 r0 white NA NA NA 2 4 2 5 3 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2395661 10.7350166 NA 0.3455099 7.1225454 2.3455667 -1.2395661 5.1356416 -0.2393958 9.3981325 4.3151894 0.3455099 9.2514528 12.3291519 3.9305292 -0.2393958 NA -1.2395661 3.4554785 -0.2393958 8.0529234 10.2236154 9.6697450 4.0085317 7.8638895 2.6674834 12.0260705 0.7606042 1.7606042 NA -0.2393958 5.9001543 1.5679348 15.1219968 9.1529193 11.6043268 11.2418968 3.9305292 -1.2395661 11.9464066 4.8266908 8.2213856 2.5679591 NA NA 10.8574653 6.4622896 10.6798377 12.8606663 11.3769210 9.5690353 2.7606042 -0.2393958 9.0814025 NA 3.2841587 10.3553931 7.8185937 8.7940249 0.7606042 8.7995209 8.1486194 2.4610308 NA -0.2393958 6.1868670 -0.2393958 NA 8.9966161 5.7378814 -0.2393958 NA 9.7556624 NA 6.9942222 -0.2393958 0.7606042 2.2200203 -1.2395661 9.9761349 5.0460020 7.3899582 7.7022953 0.6468900 0.0794280 1.2152000 0.8689000 -0.2524200 0.0934750 0.0934750 0.1078900 0.1078900 0.1265300 0.1265300 -0.1166500 -0.1166500 -0.0011087 -0.2687700 0.0895610 0.0895610 -0.2496900 -0.2574600 -0.2856000 0.4651900 -0.0145030 -0.1099800 -0.2486100 0.0140510 0.0140510 0.0376410 0.0376410 -0.3001600 -0.0690640 -0.1570700 -0.2680000 0.1022000 -0.0841300 -0.2820400 -0.2664900 -0.2664900 -0.2664900 0.2590200 -0.2469100 0.4756400 -0.2411900 -0.2411900 0.0934750 0.0934750 0.0979790 0.1078900 0.1265300 0.1265300 -0.2709300 -0.0011087 -0.0011087 -0.0011087 -0.0011087 0.1022000 0.0059700 0.0059700 -0.2703300 -0.2687700 -0.2687700 0.0895610 -0.2483700 -0.2483700 -0.2574600 0.2176000 0.2176000 0.0633660 0.0633660 -0.0145030 -0.0145030 -0.0145030 -0.2588100 0.0140510 0.0140510 0.1432500 -0.1879500 -0.3001600 0.0178240 -0.0042605 -0.0042605 0.0000000 0.000 0.000 -0.269 -0.269 0.000 0.000 -0.248 -0.257 0.218 0.000 0.000 0.000 0.000 -0.249 -0.249 0.000 0.000 -0.157 0.363 0.000 0.000 -0.188 -0.300 0.000 0.000 -0.236 -0.236 -0.252 -0.252 0.000 0.000 0.108 0.108 0.127 0.127 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 -0.269 -0.269 0.000 0.000 -0.248 -0.257 0.218 0.000 0.000 0.000 0.000 -0.249 -0.249 0.000 0.000 -0.157 0.363 0.000 0.000 -0.188 -0.300 0.000 0.000 -0.236 -0.236 -0.252 -0.252 0.000 0.000 0.108 0.108 0.127 0.127 -0.117 -0.117 0.000 0.000 0.000 0.000 8.09151896 7.85599904 4.04600205 7.59032506 8.05751796 9.23024385 10.12473665 7.37534880 11.06808739 -1.23956613 7.17845472 -1.23956613 1.34556670 11.29709200 1.76060419 11.72620590 6.46796088 8.94423738 10.55524530 13.35935237 6.21181239 10.70458186 11.28734572 0.34550992 7.20354573 -1.23956613 11.31926183 8.08027392 8.42058009 -0.01902419 1.56793479 13.87263415 7.40445783 10.31471114 2.34556670 10.83674951 9.69944648 10.0552228 11.7591924 10.3333022 -0.2393958 8.5386790 8.2723545 10.9242516 9.3743914 8.9342791 10.5655397 5.0273885 9.3218803 8.4044583 12.7658756 14.1496619 11.8283724 7.7407414 10.3214125 8.3789875 13.4853822 10.9386443 5.5094647 12.8606663 11.4455697 11.3497850 10.6143014 6.1004521 13.5213666 12.0994776 4.1529216 9.5863559 10.2841640 13.3135712 4.5934912 9.1269241 10.7350166 10.3600499 13.5301289 8.3380308 9.6668839 9.4488522 9.7485765 8.9229931 16.9860307 9.3981325 5.0273885 10.9779539 7.4748473 6.2841643 8.7549553 10.5480964 NA 8.9014317 11.4266040 8.6263351 8.2524549 9.1529193 8.1026765 7.6309667 8.9700553 5.3304580 8.8118110 -0.2393958 3.0825323 7.4188131 1.3455667 9.1004518 5.6674920 10.6798377 13.5168455 9.9491909 10.7836632 10.6170275 2.7606042 NA -1.2395661 10.9734023 8.8387526 5.6185823 10.3553931 11.2032863 6.7995212 7.7234978 8.7940249 13.0598815 11.1855555 10.0780145 5.6554205 4.9894206 11.5145060 9.4383215 8.8559990 10.5370350 TCGA-NC-A5HF 74 1 138 NA lung stage iiib t4 n0 mx male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white NA NA NA 1 1 4 2 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.90934455 NA -0.00505829 7.70576577 7.63881527 0.57995247 4.12424541 NA 2.90184196 6.28957998 6.51852098 6.42122330 2.69539256 2.90184196 -0.00505829 -1.00491352 NA 3.12258990 NA 5.72287855 11.61495006 6.02838129 3.16488280 8.80392348 NA 11.32839433 -1.00491352 -0.00505829 NA -0.00505829 5.08242158 -0.00505829 14.21378557 9.96218561 10.74901177 12.02217428 3.69540370 NA 11.84514623 1.31689876 9.55850834 4.92569566 -1.00491352 0.99494171 11.99736305 3.77106155 10.03730273 12.55062696 11.23664466 8.66761471 4.48681089 NA 8.88065584 -0.00505829 1.57990421 10.56528947 NA 9.85138489 2.31689876 8.28267193 4.57992231 2.45438649 -0.00505829 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0.01149500 0.00097064 -0.05900000 -0.05900000 0.00194180 0.00194180 -0.03149600 -0.18760000 -0.20847000 -0.10395000 -0.18421000 0.000 0.000 0.000 0.000 3.657 3.657 -0.806 0.000 -0.812 0.000 0.000 -0.786 -0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 -0.793 0.000 -0.797 -0.797 0.876 -0.795 0.000 0.000 0.000 0.000 0.000 0.812 0.000 -0.680 -0.184 -0.184 0.000 0.000 0.000 0.000 3.657 3.657 -0.806 0.000 -0.812 0.000 0.000 -0.786 -0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 -0.793 0.000 -0.797 -0.797 0.876 -0.795 0.000 0.000 0.000 0.000 0.000 0.812 0.000 -0.680 -0.184 -0.184 7.4001007 7.4868125 0.5799525 1.8023173 6.1139005 9.5976582 10.5667120 8.7369150 10.1878686 2.4543865 8.4543910 NA -1.0049135 11.5495482 NA 12.2768894 7.9256968 9.3678245 10.5204215 13.7712896 4.6096663 10.4143930 12.4966722 NA 9.2511680 -1.0049135 3.9491520 9.8159361 9.5214391 4.7943067 3.5799163 15.7281866 6.8404494 8.7844932 3.5799163 9.6936640 10.9100919 10.51754096 12.54474405 9.93600699 -0.00505829 8.25705400 8.56860676 11.01940649 8.87301032 7.46663446 10.75900158 8.82784950 11.27536481 9.62431606 12.49492982 13.29423896 10.84592750 3.99495981 10.64825232 8.14216425 12.40328914 10.23396114 4.94145849 12.55062696 11.18416622 9.93527292 10.34313429 8.31237202 13.79988042 11.21865943 2.90184196 10.16237748 10.58648170 10.15167455 1.31689876 8.26408599 10.90934455 10.45234030 15.18538018 9.51065915 8.90629145 8.89431637 9.84358239 9.89129174 13.03353548 2.90184196 8.82784950 11.37758341 8.59673020 4.57992231 7.16488481 12.16457125 NA 5.28036249 10.96758026 8.55529238 10.19279040 9.96218561 9.21654653 4.87760194 3.16488280 3.24289208 9.45643882 -0.00505829 1.31689876 7.93453832 1.31689876 8.87607333 3.69540370 10.03730273 12.44462393 11.44797275 9.93380379 10.45950508 4.48681089 2.99495981 8.36564661 10.04412728 9.80874060 7.01176733 10.56528947 11.23485622 6.30784197 5.29873895 9.85138489 11.63904097 10.50077089 7.19463178 5.69539813 9.82784935 10.63011520 9.99213890 6.87147652 10.68452063 TCGA-NC-A5HG 59 0 NA 1963 lung stage iiia t2 n2 m0 male 2009 NA yes NA lung basaloid squamous cell carcinoma 80 1968 r0 white NA NA NA 1 1 NA NA 1 1 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5689206 NA -1.3208465 8.7838253 -1.3208465 -1.3208465 1.4865599 NA 10.3839947 2.2641761 NA 6.1949262 2.1386507 9.6679113 NA NA NA 2.5861162 NA 6.6275937 11.5734759 5.3657275 NA 8.6932468 -0.3208465 12.3282581 NA NA NA NA 3.6792211 NA 13.6121794 9.6180710 10.9835779 13.1189925 1.4865599 NA 10.3360982 5.8187790 9.3518816 -1.3208465 NA NA 11.1697716 3.1386507 8.6084847 11.7531839 10.6721649 8.9969782 0.2642362 NA 8.7653627 NA -1.3208465 10.7392469 -0.3208465 10.8158973 2.8491586 8.4785079 2.2641761 NA -1.3208465 -0.3208465 4.4341144 -1.3208465 NA 9.6529238 3.8085086 NA -1.3208465 10.4865814 NA -1.3208465 NA NA -0.3208465 NA 6.3230836 NA 7.3622209 NA 0.5016800 0.1855600 0.1789000 0.2214500 0.0105640 0.1920800 0.1926900 0.1978600 -0.7844600 0.2116100 0.2864400 0.3247900 1.5915000 -0.8016900 1.3540000 0.1972500 0.1308100 -0.8183500 0.1800400 0.1376100 3.6569000 0.5793400 -0.3234400 0.4439200 -0.3282000 -0.3282000 -0.1064400 1.1936000 0.2321000 -0.0891690 -0.3278500 -0.3278500 0.1829800 0.1789000 -0.8967200 -0.3173900 -0.3173900 -0.3173900 0.2214500 -0.8078200 -0.0096806 -0.0120240 -0.0434660 -0.8048400 -0.8048400 0.2077900 0.1637000 0.2116100 0.2133000 -0.3357000 -0.8016900 -0.8016900 -0.8016900 -0.8016900 0.1468200 0.1468200 0.1548700 -0.7928800 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11.6025540 -1.3208465 12.3812910 NA 3.1386507 9.0279546 9.6092172 -1.1190403 NA 15.9182563 7.5309759 8.7506889 1.6792436 7.5800935 9.1180183 9.074761 12.208291 10.499804 NA 10.419851 4.105494 12.203033 10.131468 7.330278 10.159512 9.670748 11.746308 8.043361 10.574423 14.981508 13.866037 2.138651 10.977289 5.667912 14.008077 11.144538 5.251511 11.753184 10.837521 9.173082 9.552671 7.673580 14.384301 7.598090 2.379676 10.789384 10.5965986 9.9014177 -1.3208465 8.3122218 11.5689206 11.3514308 13.9819361 9.9289325 9.4167528 8.6834470 9.7673522 9.1407061 11.6582944 10.3839947 9.6707483 10.6922002 4.4071488 4.7877511 4.0715482 10.9881343 NA 5.1221716 11.8592911 7.3012785 6.6960342 9.6180710 7.3012785 2.3796764 2.4865857 2.9271569 9.4088473 NA 0.2642362 6.7877511 NA 8.7181455 1.0011537 8.6084847 12.8827275 11.1860300 10.8475852 10.8500905 0.2642362 4.6565078 NA 9.0034072 7.6848510 0.2642362 10.7392469 11.5534395 2.1386507 5.4736408 10.8158973 12.8194971 10.2828528 7.1988624 -0.3208465 3.2027938 9.6241654 9.7923176 6.0455478 11.0675129 TCGA-NC-A5HH 53 0 NA 37 lung stage ia t1 n0 m0 male 2009 NA no NA lung basaloid squamous cell carcinoma 60 NA r0 white NA NA NA 6 1 NA NA 3 3 1 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.04543143 11.70044141 NA NA 6.90875287 NA NA 3.76191286 -0.04543143 10.10048915 8.31430680 NA 6.68247779 1.76192349 1.27649667 -0.04543143 4.12448530 1.76192349 4.97692264 NA 6.23995934 11.32169871 5.97692493 -0.04543143 8.50914594 -1.04543143 9.59389770 -1.04543143 NA NA 0.53953107 3.90875528 -1.04543143 13.27133210 10.17312031 11.21811964 10.38918529 0.95456857 NA 10.46828466 1.76192349 7.87040664 0.95456857 NA 9.06046546 11.78673700 3.04201390 11.22192897 10.04069329 11.06764799 9.80267920 5.16400986 -1.04543143 8.37240933 8.53009611 NA 6.68926701 4.27648178 9.31430657 NA 6.90875287 4.12448530 -1.04543143 NA NA 4.86144924 0.53953107 NA 8.00168066 4.65499684 3.27648178 1.95456857 8.26061850 -1.04543143 2.95454996 NA 0.95456857 5.20248433 -1.04543143 7.06308116 3.76191286 8.11694847 1.53953107 1.51740000 0.73265000 -0.00193990 0.73796000 0.70495000 3.37740000 2.84000000 -0.73950000 0.56401000 -0.00926660 -0.00926660 0.70720000 0.71584000 -0.00065413 2.70440000 0.72641000 0.70551000 0.70008000 0.00736090 0.02651400 0.00069327 0.00746930 0.72244000 0.00308000 -0.00110870 0.70682000 0.70907000 0.70907000 0.72527000 0.87707000 0.01684500 0.03721700 -1.29290000 -0.00193990 -0.00193990 0.00416320 0.00416320 0.00416320 0.71058000 -0.02342900 -0.01174900 -0.01409000 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13.020057 10.872302 10.286594 11.182474 5.164010 NA 4.787448 9.237645 10.518707 3.346872 6.689267 11.437113 3.539519 6.397500 9.314307 14.917882 10.422672 6.993476 5.976925 1.539531 9.414747 9.977618 7.696024 10.790213 TCGA-NC-A5HI 68 0 NA 1743 lung stage ib t2 n0 m0 female 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 60 1959 r0 white NA NA NA 1 1 4 4 1 1 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1404142 NA -1.1446481 8.2940927 NA NA 4.0252237 NA 2.1772162 4.5557425 3.4402612 6.3310352 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0.000 -0.537 0.702 -0.332 -0.332 -0.199 -0.199 0.000 0.000 0.315 0.315 -0.544 -0.150 -0.585 -0.585 -0.136 -0.136 6.39445926 6.78603826 1.66266126 7.42135460 6.78603826 8.71016930 11.47529164 8.63996866 8.68977194 0.85527216 7.56954653 NA 0.44031440 11.10796642 -1.14464810 10.67787183 3.02522374 9.05864904 10.99767291 14.01438391 3.49915705 10.65134056 12.58948133 1.44026124 6.60349431 NA 4.47000967 9.38473152 10.06413282 0.07560108 3.66266126 15.82305635 7.74708457 9.09370568 2.94275845 11.65923025 9.25831304 10.361113 12.594871 10.468630 NA 9.380822 10.640345 11.020836 9.462631 7.586620 9.475521 9.069620 11.039839 12.395550 11.389604 14.045820 8.958589 5.649716 10.893877 7.838294 13.076133 11.284969 4.925477 13.433730 11.705292 9.747844 10.431313 7.221623 13.444616 12.213815 2.662661 11.754847 11.0383160 10.5027594 0.8552722 9.7062691 11.1404142 10.6873998 14.1264335 9.3034173 8.9558844 8.6545827 9.6897719 9.4108488 13.2129217 2.1772162 9.0696200 11.5819449 9.0960924 4.1032291 7.6818498 10.2465445 NA 6.8094968 11.3241795 8.1476227 6.4175437 10.3606163 10.5570406 6.7194874 6.2731541 5.7007920 9.6284403 0.8552722 -1.1446481 6.9374503 -1.1446481 9.2128531 2.6626613 10.3075423 13.0269469 11.3216324 11.3820447 10.6897720 3.8094968 2.4402612 -1.1446481 8.7086104 10.9082086 3.2476238 8.5798149 11.3980910 3.0252237 6.4175437 10.8084061 11.7618158 10.1984867 7.6913513 2.3147255 9.9748906 8.7100446 10.3391168 6.8665285 11.0774921 TCGA-NC-A5HJ 59 1 418 NA lung stage iib t3 n0 m0 male 2009 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 78 NA r0 white NA NA NA 2 4 3 1 4 3 3 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.63711172 11.81577422 -0.94786238 0.63710012 6.92251186 -0.94786238 0.05213762 7.87152765 5.05214632 10.30303741 5.78006858 -0.94786238 0.63710012 1.63710012 4.00634291 1.37406572 NA NA 2.05213762 -0.94786238 8.74039704 11.00488814 9.84818647 6.62200202 8.62579394 0.05213762 8.70499193 NA NA -0.94786238 4.98288409 6.46153838 9.62957574 14.64270175 8.76639242 9.72722174 8.41846911 2.37406572 NA 10.38082175 1.63710012 9.07813079 3.37407963 -0.94786238 NA 11.69730991 8.87688279 10.68514202 11.75560491 10.76338360 9.73891001 4.22207036 NA 8.65391772 NA 5.07451400 10.40749796 7.05214632 9.28216733 NA 9.38194326 7.72103218 8.28576655 0.63710012 4.05214632 6.96503620 0.63710012 1.63710012 9.58839402 6.36502933 NA -0.94786238 8.96203996 0.82611116 5.75258537 6.45387969 8.81045339 4.18142859 4.09654018 10.36389513 7.15543454 8.04366876 4.75591305 0.1121300 0.0873900 0.0966700 0.2322500 -0.2567300 0.3631300 0.3631300 -0.1334200 0.2277700 0.0000000 0.0000000 -0.2150300 0.2117600 -0.0992090 -0.1114200 0.3412800 0.1639300 0.3429100 -0.1591100 -0.1591100 0.1926900 0.0083351 0.0562700 0.0562700 0.3777500 0.5829100 0.1275600 0.1275600 -0.1566900 0.1050900 0.1864600 0.1121300 0.0873900 0.0873900 0.0966700 -0.2121800 -0.2121800 -0.2121800 0.0850760 -0.2323900 0.0282000 0.0282000 0.0282000 -0.1290100 -0.1290100 -0.0685290 0.0566550 0.0000000 0.0000000 -0.3155900 0.3619900 0.3619900 -0.0992090 -0.0992090 -0.0472600 -0.0472600 -0.0472600 -0.1050000 -0.1114200 -0.1114200 0.1639300 -0.1187400 -0.1187400 -0.1329000 -0.1580000 -0.0136770 -0.1248600 -0.1248600 0.0083351 0.0083351 0.0461330 0.0523830 -0.1423200 -0.1499000 -0.1375500 -0.1375500 -0.1566900 -0.0479360 -0.0479360 -0.0479360 -0.0369460 0.000 0.000 -0.105 -0.105 0.164 0.164 -0.119 -0.159 0.000 -0.125 -0.125 0.000 0.000 0.000 0.000 -0.150 -0.150 0.112 0.112 0.128 0.128 -0.138 -0.157 0.000 0.000 -0.212 0.000 -0.232 -0.232 0.363 -0.129 0.000 0.000 0.000 0.000 -0.215 -0.215 0.362 0.362 0.000 0.000 0.000 0.000 -0.105 -0.105 0.164 0.164 -0.119 -0.159 0.000 -0.125 -0.125 0.000 0.000 0.000 0.000 -0.150 -0.150 0.112 0.112 0.128 0.128 -0.138 -0.157 0.000 0.000 -0.212 0.000 -0.232 -0.232 0.363 -0.129 0.000 0.000 0.000 0.000 -0.215 -0.215 0.362 0.362 0.000 0.000 7.11823616 8.15017885 3.13961683 3.95903750 7.32827101 9.43800918 10.34101293 8.01775826 9.66777648 NA 7.76639242 0.63710012 0.63710012 12.00906747 1.37406572 11.29918426 6.41846827 8.48050709 10.73645715 12.86131206 6.59904101 11.10233564 12.00561581 0.05213762 8.43368975 -0.94786238 3.63711172 8.31893320 9.19680521 3.61713389 1.85949255 12.19776064 7.61056793 9.94696459 3.85950248 11.91129337 9.58255318 10.9015519 11.6789966 10.4052937 -0.9478624 8.0408316 7.6220028 11.4836444 9.5638994 8.6048160 9.9085725 6.5990410 8.5717242 9.1697900 10.3802607 14.1699523 10.9887848 8.1449039 10.7412713 10.4768380 13.4859931 10.6234255 5.8070354 11.7556049 11.5154158 11.2391896 10.9765883 6.6295752 13.6018004 9.4971617 4.3740727 10.0876334 11.4852106 13.2750927 4.1814286 9.1168897 11.8157742 11.0762476 14.0606175 9.5519927 9.9053473 8.9873118 9.8481865 9.2953208 16.8385441 10.3030374 6.5990410 11.0172096 7.9286640 6.5835281 9.0896938 11.2264484 -0.9478624 9.6567001 10.8400494 9.7094654 9.8481865 8.7663924 8.1993519 6.8786959 8.4358511 6.9347901 9.4019809 -0.9478624 5.0063429 7.8881971 2.3740657 9.4423159 6.5519927 10.6851420 12.8474763 10.5835283 10.8707290 11.1419284 4.2220704 NA -0.9478624 11.1449040 10.0114244 7.6333477 10.4074980 11.9661582 6.9469647 7.1074295 9.2821673 12.3589206 10.5534865 10.2682864 4.5757117 11.1645864 10.9433040 10.4694720 7.4228343 10.8897748 TCGA-NC-A5HK 58 0 NA 128 lung stage iib t3 n0 m0 female 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white NA NA NA 4 3 1 2 3 3 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.91600072 NA NA 7.21684575 NA 0.78391757 1.46194758 NA 3.26931747 0.04697991 NA 7.03560522 6.79287487 2.36885214 -0.53805242 NA NA -1.53784295 -1.53784295 5.30745038 11.04786000 5.89658671 NA 8.37783780 0.78391757 10.39564916 NA NA NA NA 5.70036203 NA 14.88572594 9.97519266 10.83128325 12.06905766 4.07667025 NA 10.61677662 6.18987989 9.80714204 0.04697991 NA 5.35677767 10.85022341 4.34460128 11.26144255 11.56743331 11.95080290 10.43929931 0.04697991 NA 8.81951044 NA 0.46194758 9.82060979 2.92139824 8.91419974 NA 8.84997581 2.85427498 1.63189586 NA 0.04697991 6.36884865 NA -1.53784295 8.42196045 5.53877404 NA NA 10.68656321 NA 1.63189586 NA -0.53805242 5.03181422 NA 7.08401004 NA 6.22350943 1.78387568 0.010707 1.027000 0.384030 0.875480 -0.403730 1.578100 -0.396190 0.830200 -0.018899 -0.242890 0.031017 3.400200 0.206720 -0.409590 0.097982 0.459910 0.362980 -0.388500 -0.747770 0.056944 0.037645 -0.404400 0.052102 -0.411790 -0.392630 -0.392630 0.205040 1.994700 0.973790 -0.231410 -0.376170 -0.383800 0.896680 0.302820 -0.058324 0.790070 -0.830150 -0.771070 0.537840 -0.403730 -0.403730 -0.403730 -0.403730 -0.396190 -0.396190 0.827060 -0.424510 -0.242890 -0.408150 0.432770 0.046204 -1.107100 -0.409590 -0.409590 0.538190 0.000000 0.020346 0.046279 0.406280 -0.411680 0.377590 -0.416740 -0.416740 -0.369170 -0.377520 -0.377520 -0.190860 -1.226300 -0.382350 -0.385710 -0.404400 -0.411790 -0.394970 -0.392630 -0.412780 -0.403950 0.054237 0.378910 0.378910 -0.635760 -0.195870 0.000 0.000 0.000 0.000 0.403 0.403 -0.417 -0.373 -0.378 -0.191 0.000 -0.375 0.000 0.000 -0.412 -0.393 -0.393 0.000 0.000 0.189 0.000 -0.404 0.000 0.984 0.351 0.809 0.809 -0.404 -0.404 1.182 -0.396 0.722 0.000 -0.390 -0.390 0.000 0.207 0.000 0.000 0.183 -0.196 0.000 0.000 0.000 0.000 0.403 0.403 -0.417 -0.373 -0.378 -0.191 0.000 -0.375 0.000 0.000 -0.412 -0.393 -0.393 0.000 0.000 0.189 0.000 -0.404 0.000 0.984 0.351 0.809 0.809 -0.404 -0.404 1.182 -0.396 0.722 0.000 -0.390 -0.390 0.000 0.207 0.000 0.000 0.183 -0.196 5.23014152 7.68354558 -1.53784295 -1.53784295 7.01270498 5.70988612 10.39638654 7.40740204 10.97494582 0.46194758 8.31058143 NA 0.78391757 11.93731202 0.78391757 11.22496335 6.83264575 8.77029752 10.90772869 13.78838803 3.63188422 10.54010934 12.67460692 NA 10.52265450 NA -1.53784295 9.18049152 9.82713276 NA 0.46194758 13.77413246 8.06558470 9.33232327 0.04697991 9.15020881 9.85158993 10.300375 12.234170 9.888223 1.921398 2.921398 4.368852 13.872277 9.343072 8.460549 9.301950 12.110878 9.643080 3.783886 10.457726 13.796127 10.786420 4.871351 11.000148 8.978644 13.305094 11.291879 6.459420 11.567433 10.250677 9.845663 10.323433 7.035605 13.418719 2.162403 7.196668 11.688220 11.33693992 9.69976607 0.04697991 8.24003569 10.91600072 9.59059734 13.08366475 9.76116657 8.97451124 9.01366687 11.16671814 9.41615487 12.92394950 3.26931747 12.11087783 9.47737356 2.70988612 3.36885214 7.31058188 10.10129919 NA 8.37335066 9.94929621 7.87346934 9.79679046 9.97519266 9.63250961 6.81068730 4.70988612 1.78387568 9.93312571 1.26933243 NA 8.42629956 -1.53784295 9.23014296 6.13438319 11.26144255 12.95993510 10.66163088 10.12507181 11.17125781 0.04697991 NA NA 9.71698712 7.38973630 7.17276451 9.82060979 11.53877414 3.67140661 6.72874500 8.91419974 12.53132439 10.10671617 9.59252917 7.46477362 6.43923914 10.87744680 9.45135311 5.86283817 9.63937815 TCGA-NC-A5HL 73 1 88 NA lung stage iia t2b n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA r0 white NA NA NA 5 2 3 4 2 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.21673628 NA NA 7.81446326 4.73825443 0.01035019 1.81770511 3.01033228 2.71076787 6.34124927 0.01035019 6.46154329 4.40264715 2.91722169 0.01035019 -0.98964981 NA NA -0.98964981 6.71077200 10.69814545 11.37145366 5.38537236 8.47589876 1.81770511 5.09779618 NA NA NA 9.22586536 4.86831143 2.01035019 15.39227978 9.65779075 11.36870883 11.22889557 3.09779618 -0.98964981 12.11378409 0.59531269 8.38084544 2.71076787 NA 0.59531269 11.22251255 6.21978613 11.55312239 13.60825046 11.83389860 9.59238957 4.59529478 -0.98964981 10.55963568 NA 2.01035019 10.60931534 6.24873785 10.39673374 NA 8.57828852 6.92919567 4.33226396 NA 1.01035019 5.89297624 NA NA 8.97467328 6.74504232 NA 0.01035019 8.61766251 -0.69105671 5.81768721 NA NA 1.33227828 -0.98964981 9.38210889 NA 9.50018022 4.52697647 -0.2397300 0.1316900 0.8675100 3.6569000 -0.4258200 -0.3701900 -0.1345200 0.9003000 1.0235000 0.3265600 0.5295800 1.7076000 -0.2397300 1.2587000 -0.0369460 0.0955080 0.0382060 -0.1720800 -0.1868500 0.5220600 -0.1402600 0.7309400 0.6842100 0.2864400 3.6569000 3.6569000 0.2626300 1.6581000 0.7419500 0.4553000 -0.3674800 -0.3331800 0.0901410 -0.0622810 0.2150400 0.2434200 -0.2312900 -0.2312900 0.0533790 -0.6426400 -0.4552500 -0.2748800 -0.2748800 -0.1345200 -0.1899900 -0.2052300 0.0064448 -0.2437200 0.0088920 -0.6862400 1.3482000 -1.0227000 1.2587000 0.2398500 -0.4170700 -0.4170700 0.2341100 -0.2102000 -0.4065000 0.0000000 0.0382060 -0.1892300 -0.1892300 -0.2197300 -0.1193900 -0.1193900 0.2345700 -0.5780200 -0.2544300 0.7395200 0.7309400 -0.6708500 -0.3208900 -0.4782800 0.8920700 0.0489720 -0.7321400 -0.3753800 -0.3951800 -0.3951800 0.3705100 0.392 0.234 0.291 0.000 -0.331 0.000 -0.172 -0.187 -0.167 -0.111 -0.111 0.485 0.740 1.598 0.684 0.963 0.963 -0.367 -0.367 0.037 -0.226 0.000 -0.262 0.101 0.101 -0.221 -0.221 -0.643 -0.643 -0.171 -0.171 -0.205 0.000 0.327 0.327 -0.611 -0.611 0.240 0.240 -0.395 -0.025 0.392 0.234 0.291 0.000 -0.331 0.000 -0.172 -0.187 -0.167 -0.111 -0.111 0.485 0.740 1.598 0.684 0.963 0.963 -0.367 -0.367 0.037 -0.226 0.000 -0.262 0.101 0.101 -0.221 -0.221 -0.643 -0.643 -0.171 -0.171 -0.205 0.000 0.327 0.327 -0.611 -0.611 0.240 0.240 -0.395 -0.025 10.0053928 8.2197856 2.5952888 2.1802434 7.6139589 9.2794590 10.5392748 7.6213200 9.5001802 2.5952888 7.2957350 NA 0.5953127 11.4730902 0.5953127 11.3067238 6.4779379 8.8868492 11.1916803 14.9636876 3.6541835 9.8503234 11.6887124 NA 9.0683242 NA 1.5953127 7.9586994 11.1425075 -0.7754657 3.4026540 14.5765351 9.0327001 9.7900516 2.0103502 9.9572386 9.7081688 10.509182 11.371728 9.401576 NA 5.976116 8.766889 11.713154 8.765220 10.511174 7.385371 6.295734 10.407445 8.828915 13.986494 14.511143 10.554331 7.606522 10.221612 7.650577 12.818593 10.624122 6.388758 13.608250 11.478447 10.389711 10.948809 5.804748 13.992737 13.207088 2.710768 12.009628 10.09248139 12.34879019 -0.98964981 8.84796028 10.21673628 9.91044441 14.10749910 9.19148468 9.97750819 8.62320076 9.91418404 10.34012872 15.13352420 2.71076787 6.29573404 11.08279997 4.65418919 4.94106874 8.79986603 12.06493666 0.01035019 7.75179910 12.00450898 8.21490337 8.31182868 9.65779075 8.17272352 7.59153282 8.12146824 4.96452802 8.54755085 0.01035019 6.76522045 5.91722407 1.01035019 9.56204070 2.33224964 11.55312239 14.11165149 9.92247320 11.45353492 10.94880932 4.59529478 2.01035019 6.72457797 9.52405995 10.04719277 6.28645611 10.60931534 11.27799689 12.75925893 8.03547215 10.39673374 12.31425575 10.39619471 9.49817247 6.64695753 6.58018770 10.51643657 9.83529108 6.99332565 9.62871783 TCGA-NC-A5HM 76 0 NA 1212 lung stage ib t2a n0 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA NA NA 1 1 2 3 3 1 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7850555 NA 0.7029235 6.9123601 NA NA 3.9759236 NA 11.0604584 1.9253159 0.7029235 7.7104008 7.4842662 3.2054082 NA 1.1179610 NA 2.7029013 NA 7.1235689 10.8496872 5.5773744 1.4398890 8.1235684 0.7029235 12.2015895 NA NA NA -0.8820390 10.0293360 3.2878712 15.9280251 11.4494208 10.3225151 10.9902340 3.6415113 NA 10.8313304 3.3658745 8.1401728 3.4398758 NA 4.1623390 10.6271944 3.2878712 8.2498009 11.6880297 10.0699571 11.0616748 1.1179610 NA 9.0663112 NA -0.8820390 10.0157894 4.2054082 10.4370515 -0.8820390 5.7326545 4.0248338 0.7029235 NA 0.1179610 6.2159756 NA NA 8.6434648 5.6097963 2.9252969 3.0248338 11.1688129 6.8172741 2.8183802 NA NA 6.1291717 2.5773684 6.9634337 NA 6.8044447 1.4398890 0.0000000 0.4376700 -0.0529360 1.0312000 -0.1668800 0.6767800 0.9255300 0.1991800 0.1991800 0.4354700 0.4510500 2.9072000 0.3310800 0.4682700 0.4473200 0.2307100 0.2307100 -0.3981200 0.6062900 0.7330300 -0.1668800 0.6129900 -0.2832300 -0.2832300 -0.0407520 -0.0407520 -0.3639700 1.0891000 -0.3074500 0.0020805 -0.4793400 0.0000000 -0.4513600 -0.0350400 -0.0529360 -0.4502900 -0.4502900 -0.4502900 0.8178600 -0.1193900 -0.3268100 -0.3268100 -0.3268100 -0.4421000 -0.4421000 0.1991800 0.2171400 0.4354700 -0.2704500 -0.3235600 0.4682700 0.4682700 0.4682700 -0.3461800 -0.3991900 -0.3991900 -0.2995500 0.4198200 0.4473200 0.4473200 0.2307100 -0.3491500 -0.3414800 0.3833700 -0.2850600 -0.2092100 0.2093200 0.3004200 -0.1779000 -1.2929000 0.6129900 -0.2832300 -0.4828100 -0.0407520 -0.4825000 -0.4825000 -0.3413600 0.0355240 -0.0398010 -0.1461100 0.0570830 -0.269 -0.269 0.420 0.420 0.231 0.231 -0.341 0.643 -0.167 0.209 0.209 -0.178 0.380 -0.283 -0.283 0.000 0.000 0.000 0.000 -0.364 1.089 -0.482 -0.307 -0.575 -0.575 -0.257 1.031 -0.167 -0.327 -0.442 -0.442 0.199 0.199 0.189 -0.246 -0.329 -0.329 0.468 -0.346 0.000 0.000 -0.269 -0.269 0.420 0.420 0.231 0.231 -0.341 0.643 -0.167 0.209 0.209 -0.178 0.380 -0.283 -0.283 0.000 0.000 0.000 0.000 -0.364 1.089 -0.482 -0.307 -0.575 -0.575 -0.257 1.031 -0.167 -0.327 -0.442 -0.442 0.199 0.199 0.189 -0.246 -0.329 -0.329 0.468 -0.346 0.000 0.000 7.944492 7.721570 -0.882039 5.761801 6.892731 9.112297 10.644932 7.597724 10.177288 2.818380 7.095224 NA 1.117961 10.978643 -0.882039 10.235587 6.215976 8.529455 10.585544 13.614798 2.439862 10.436487 11.520157 0.117961 9.383559 0.117961 6.267691 9.593677 10.326782 NA NA 13.929770 8.934927 9.047202 2.577368 8.370609 9.753662 9.816649 12.325111 9.584530 -0.882039 7.637581 9.251086 12.229406 9.033823 7.497323 11.325263 6.866136 10.410777 11.391448 11.991580 14.240408 10.295363 4.544207 10.209379 9.297853 13.204827 10.586059 5.337886 11.688030 10.677799 9.626729 10.524680 5.732655 13.304683 12.225651 3.510266 10.847989 12.0591750 10.5634761 -0.8820390 8.3077687 10.7850555 11.2349376 14.1498600 9.1772885 9.6013466 9.5230854 10.9516247 9.7636023 14.6571330 11.0604584 6.8661365 11.0706852 8.5442087 5.2878675 9.6356133 12.3478142 NA 7.8253029 11.1530867 8.9944609 7.7509394 11.4494208 8.3611178 6.1403124 4.8728337 4.2878712 8.5400087 NA -0.8820390 7.3176161 0.7029235 8.5209561 3.2878712 8.2498009 13.0120985 10.9618650 10.1847059 11.6090454 1.1179610 NA 2.8183802 10.0545819 11.3099284 2.2878564 10.0157894 11.3340835 3.1179443 6.3371116 10.4370515 12.6402803 10.3788635 8.2420651 1.1179610 9.7894851 9.9940234 9.3407387 7.2212314 10.1541176 TCGA-NC-A5HN 77 0 NA 1499 lung stage iia t2a n1 m0 male 2010 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 100 1953 r0 white NA NA NA 5 1 3 2 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5286753 -1.2979631 NA 7.9640231 8.9722236 NA 2.7893954 NA 1.2868811 3.6088211 0.2868811 7.4433953 4.5348211 5.1281944 NA NA NA NA NA 6.5599093 11.7580579 6.4501208 5.3743544 8.4332474 -1.2979631 10.6337738 -1.2979631 NA NA NA 6.4701122 -1.2979631 15.1229572 10.4696989 10.9933868 12.2661969 2.2868811 NA 11.4398093 -0.2981405 8.6616114 1.5092905 -1.2979631 NA 11.1986997 2.0382255 10.8731051 13.7292209 10.2092274 9.3690221 0.2868811 NA 9.7612728 NA 1.0238231 10.2483404 3.1613556 11.1897683 1.2868811 9.2971857 2.4023675 -1.2979631 NA NA 3.7019260 -1.2979631 NA 10.0534197 4.6792098 NA NA 10.0947824 1.5438918 2.8718436 NA -1.2979631 1.8718436 -1.2979631 6.2097224 0.7019482 7.6088189 2.6088092 0.2808000 1.2808000 1.6064000 3.6569000 -0.6165800 1.2638000 1.3955000 0.2787500 -0.3638100 0.8893400 0.0534360 0.0141900 0.6979100 0.2334000 -0.0954630 0.0039409 0.0124320 -0.4011900 -0.0348490 2.4554000 0.4860200 0.6572600 0.0410900 0.0410900 0.5607000 1.8875000 0.9500500 3.6569000 0.9763400 1.1690000 -0.6399700 -0.9179700 1.2808000 0.5435400 -0.6763300 -0.6384400 -0.6244700 -0.6244700 0.5774400 -1.2021000 0.0501650 -0.5855500 -0.5938300 -0.5988200 -0.6143700 0.2787500 -0.4048000 0.0379800 2.1397000 -1.2177000 -0.4985700 -1.2929000 0.2334000 -0.2251000 0.4724500 0.4724500 -0.1568900 -0.4896900 0.0000000 -0.0217290 -0.0250170 0.1537300 0.1634600 -0.0645890 -0.1841600 -0.1841600 -0.3955400 -0.6344000 1.3674000 -0.0444970 0.6572600 -0.6074400 -0.1322000 -0.7051000 -0.0673490 -0.7074300 0.9331300 -0.8024100 -0.8024100 -0.8184800 0.1871300 0.342 -0.130 -0.430 0.000 0.000 0.000 -0.342 0.000 -0.184 -0.168 -0.168 -0.657 0.000 0.000 -0.561 0.000 0.000 0.030 0.314 0.000 -0.574 0.000 0.976 1.555 1.555 -0.638 0.549 -0.680 0.000 1.264 0.695 -0.085 -0.364 0.000 0.000 0.000 0.000 0.214 -0.011 0.457 1.148 0.342 -0.130 -0.430 0.000 0.000 0.000 -0.342 0.000 -0.184 -0.168 -0.168 -0.657 0.000 0.000 -0.561 0.000 0.000 0.030 0.314 0.000 -0.574 0.000 0.976 1.555 1.555 -0.638 0.549 -0.680 0.000 1.264 0.695 -0.085 -0.364 0.000 0.000 0.000 0.000 0.214 -0.011 0.457 1.148 9.2372037 7.9873305 NA 7.9593163 7.6590304 9.5997738 11.5891489 7.5221076 8.9028270 1.8718436 6.9016006 NA 0.7019482 11.3097209 NA 11.8624300 4.4832870 8.8363546 10.9821916 14.3315126 -0.2981405 10.0910218 11.7336295 NA 10.9590214 NA 5.3457831 9.0362016 10.5811248 NA NA 14.8838570 7.8718535 7.4467624 2.5092905 10.6680732 9.9896406 10.384923 12.619207 9.622281 -1.297963 8.316638 8.880593 13.829882 9.590671 7.724296 10.694867 9.211703 11.735167 5.360139 13.336853 14.228000 11.540344 5.177663 10.106538 7.423028 13.379152 10.607691 6.848370 13.729221 9.298118 8.842758 9.790054 7.547418 14.469040 12.176141 2.949852 10.310183 10.2022722 10.2807726 0.2868811 10.0539718 11.5286753 9.2943853 13.9515591 9.7946854 9.7171342 9.1344702 10.2536366 10.9739748 11.9765976 1.2868811 9.2117034 11.1554561 4.8104534 3.6561302 7.7626239 13.0973285 NA 5.9403336 11.5653402 5.1613597 9.4092874 10.4696989 6.7840773 6.0417774 4.9873300 2.9498524 8.6849218 2.4023675 8.0283575 8.2057542 NA 9.5583537 2.4023675 10.8731051 13.4873297 9.9663709 10.5822771 11.3800882 0.2868811 NA NA 8.8260495 9.2449601 1.5092905 10.2483404 11.7344906 9.0193408 -1.2979631 11.1897683 12.5702685 10.5225061 6.6792084 NA 3.7463235 7.8381759 9.1967838 5.8718535 10.1349920 TCGA-NC-A5HO 70 0 NA 1336 lung stage iiia t3 n1 m0 female 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 NA NA white NA NA NA 5 3 2 3 1 1 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0092741 NA 2.7261773 7.4743784 -0.2738663 1.3111543 4.5841688 NA 7.7976479 3.5335384 NA 8.5009729 5.0481141 5.9160108 NA NA NA 0.7262209 NA 7.2730804 10.2643747 6.7596086 2.7261773 8.0299663 2.3111543 13.6792909 NA NA NA NA 4.2497487 NA 13.4773113 10.4481393 11.0787810 11.4253244 3.8961071 NA 11.9613025 2.0480967 7.3404537 3.1856129 NA NA 11.2653494 4.6330766 10.8567563 13.9974292 11.2215411 10.3987791 3.0481141 NA 9.4091802 NA 1.3111543 9.0208066 4.0481141 10.4100576 -0.2738663 7.6977293 4.1185009 NA -0.2738663 NA 5.2497487 NA NA 9.3950707 5.3700422 NA -0.2738663 10.5590758 NA 3.4266271 NA 1.7261773 1.3111543 3.7261882 7.5590757 -0.2738663 7.7374130 4.7679567 0.02679500 0.00305220 0.59134000 1.42740000 0.00458000 -0.59390000 0.00110930 0.02679500 0.02679500 -0.00055444 -0.00055444 0.01558700 0.01558700 -0.54744000 3.65690000 0.57952000 0.00000000 -0.55937000 0.93000000 0.01112100 0.01558700 0.01516800 -0.27404000 -0.27404000 -0.03952900 -0.03952900 0.01712400 0.01712400 -0.56942000 -0.19124000 -0.55073000 -0.54027000 0.00305220 -0.00664320 -0.55387000 -0.56425000 -0.56425000 -0.56425000 -0.56425000 -0.56798000 0.00458000 -0.56435000 -0.56435000 0.00110930 0.00638710 0.02020300 0.00986690 -0.00055444 0.00069327 0.01558700 -0.54744000 -0.54744000 -0.54744000 0.00917050 -0.55025000 -0.55025000 -0.54975000 -0.54794000 -0.55266000 -0.55266000 0.00000000 -0.55937000 -0.55937000 0.02216400 -0.54492000 -0.54492000 -0.56515000 -0.54229000 -0.56435000 0.01516800 0.01516800 -0.01381500 -0.03952900 -0.03952900 0.01293400 0.01293400 -0.56942000 -0.19835000 -0.18710000 -0.97438000 -0.19124000 -0.550 -0.550 0.000 -0.553 0.000 0.000 -0.559 0.000 0.000 0.490 -0.506 -0.564 0.000 -0.249 -0.249 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 -0.564 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 -0.547 0.000 -0.187 -0.187 -0.550 -0.550 0.000 -0.553 0.000 0.000 -0.559 0.000 0.000 0.490 -0.506 -0.564 0.000 -0.249 -0.249 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 -0.564 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 -0.547 0.000 -0.187 -0.187 6.9160108 7.1355769 2.0480967 7.0023098 6.9060945 9.2359608 11.2195409 7.0662141 9.8464236 1.3111543 6.2497468 NA 1.3111543 11.6251649 NA 12.2458220 6.5206014 8.1608138 10.7082025 13.8561932 5.2497487 10.0435984 11.2960414 1.3111543 8.9110612 NA 8.8810038 8.7205391 9.4455746 NA NA 16.4431659 8.7429942 8.2575670 0.7262209 10.7233652 9.9918009 9.6861876 12.3118525 10.1649776 -0.2738663 10.2477862 10.2575672 10.8143114 8.6360790 7.6390751 10.2614611 8.1227907 9.7554591 11.0435984 11.5116382 14.2918829 10.1408710 3.5335384 11.0995947 6.9645904 13.2806547 10.7868817 5.9653549 13.9974292 12.7919385 9.9392899 10.5911457 6.2019200 13.5090100 12.0974179 2.7261773 10.1608140 11.2140258 10.6240312 NA 9.4592011 11.0092741 9.5606569 14.2829307 9.3427345 8.4917204 8.6360790 9.2807747 9.7637327 13.3196936 7.7976479 8.1227907 10.2190403 5.5590757 5.4541068 6.5335400 10.4802382 NA 6.4943708 11.4357004 8.7233654 9.5287022 10.4481393 8.9501876 5.7922749 5.6569225 0.7262209 9.6861876 NA NA 5.1524512 NA 8.5399668 4.1856208 10.8567563 13.4939564 10.2408998 11.0322474 10.4752171 3.0481141 6.3408951 NA 9.4369921 10.8714811 2.0480967 9.0208066 11.2418856 3.8961071 7.2339801 10.4100576 12.4682846 10.1978610 7.8961108 6.3700422 13.0352357 9.7423952 9.3573629 6.3843970 9.7882319 TCGA-NC-A5HP 69 1 770 NA lung stage iv t2a n0 m1b male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA NA NA 5 3 1 2 3 3 2 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2267696 NA -0.7171451 8.1562338 6.7257330 1.2827956 5.4325352 0.2827363 9.5283424 6.1282790 NA 13.0762914 10.4952861 5.2369862 NA 1.2827956 0.8677384 4.3858659 NA 7.7132422 11.7534486 6.8827030 4.4527140 7.9445680 0.2827363 10.0657880 3.6047237 6.0107105 NA 0.8677384 9.2813802 NA 13.5353051 10.2090857 11.4464394 12.7601685 6.3380714 NA 10.9587467 2.7422218 8.7823964 2.9832217 3.6751046 0.2827363 11.6970363 5.3488804 10.7396574 13.1713427 11.8263049 9.9924077 4.1407705 0.2827363 9.8668126 NA 2.2827956 11.1546950 2.8677581 10.1821466 3.0901421 10.0584000 4.9832308 3.0901421 NA -0.7171451 6.8677519 -0.7171451 NA 9.2061172 5.9970349 NA -0.7171451 10.3609406 -0.2630921 -0.7171451 -0.7171451 2.8677581 4.4922442 1.8677384 9.0141086 3.1896823 8.2016530 -0.7171451 1.16630000 0.76888000 0.00013863 2.76710000 -0.59054000 0.06708800 0.06708800 0.07633800 0.07633800 0.96761000 0.14741000 -0.62102000 0.54506000 1.76840000 0.06257700 0.03933700 0.03933700 -0.23006000 0.15577000 0.13187000 -0.18961000 -0.05805800 -0.58912000 -0.58912000 0.88326000 0.88326000 0.13480000 0.13480000 0.50203000 -0.09551600 -0.60293000 -0.97324000 0.60684000 0.00013863 0.00013863 -0.60216000 -0.62045000 -0.62045000 0.26624000 -0.59054000 -0.59054000 -0.59054000 -0.58647000 -0.60371000 -0.60371000 -0.61911000 -0.00553750 0.96761000 0.10695000 -0.62102000 -0.95203000 -0.95203000 1.76840000 -0.15567000 -0.62541000 -0.62541000 0.13865000 0.06257700 0.06257700 0.13791000 -0.15670000 -0.23006000 -0.23006000 2.41220000 -0.20486000 -0.22281000 0.00000000 0.00000000 -0.63216000 -0.05805800 -0.05805800 -0.58912000 -0.21119000 -0.63462000 -0.60187000 -0.60187000 0.44901000 -0.08452800 -0.08452800 -0.08452800 -0.08452800 0.139 0.139 0.000 0.000 0.000 0.000 -0.230 0.156 -0.223 0.000 0.000 -0.574 0.000 -0.589 -0.589 -0.211 -0.211 -0.603 0.557 0.135 0.135 -0.602 0.449 0.000 0.000 -0.357 0.245 -0.591 -0.591 0.000 -0.604 0.000 0.000 0.968 0.147 -0.621 -0.076 -0.156 -0.156 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 -0.230 0.156 -0.223 0.000 0.000 -0.574 0.000 -0.589 -0.589 -0.211 -0.211 -0.603 0.557 0.135 0.135 -0.602 0.449 0.000 0.000 -0.357 0.245 -0.591 -0.591 0.000 -0.604 0.000 0.000 0.968 0.147 -0.621 -0.076 -0.156 -0.156 0.000 0.000 7.6578293 7.2940169 -0.7171451 7.5819974 6.8526456 9.6974750 11.0280438 8.3106128 8.9516746 2.2827956 6.9762766 NA 0.2827363 11.4766230 0.8677384 11.1243541 5.9266471 9.1423246 10.7383738 14.6839025 1.8677384 9.9788879 11.5205972 -0.6887294 10.8719727 -0.7171451 1.8677384 8.4094940 9.7288288 1.0483059 2.7422218 14.9673192 7.5448849 9.1821465 5.2369862 10.2891157 11.2142659 10.4312663 11.9191877 10.6708070 0.2827363 10.0641494 8.8677522 11.0865172 9.9039258 8.2485742 10.3958807 8.6751070 12.1780942 7.8412102 10.2348028 13.5276738 12.1005728 5.9266471 10.6815334 8.2135271 13.6866006 10.0877274 5.3146712 13.1713427 12.1312170 11.6089383 10.6176216 7.8296841 13.4973282 12.7838805 2.4527272 9.8649318 11.3414579 10.0965709 1.2827956 9.1791221 11.2267696 10.6397918 12.7722614 9.4030276 9.1563261 8.1251401 9.9543308 10.8445550 13.2982048 9.5283424 8.6751070 11.2796162 6.2827901 6.2135261 6.4223407 11.7608009 NA 7.1093386 11.1745734 9.2799692 9.6148263 10.2090857 8.4626990 3.6751046 4.2369824 5.3051570 9.2046306 0.8677384 0.8677384 8.4451808 NA 9.8258216 4.0376809 10.7396574 12.8350986 9.4146468 10.6664940 11.1243541 4.1407705 0.2827363 5.1654336 12.2954142 9.3461848 4.0376809 11.1546950 11.2395288 8.6686521 5.4120736 10.1821466 11.7602950 9.8296842 8.5658782 1.8677384 5.4325352 9.5613554 8.6248645 8.0739525 10.4010820 TCGA-NC-A5HQ 70 1 448 NA lung stage iiia t3 n2 m0 male 2011 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) NA NA r0 white NA NA NA 1 2 2 4 1 1 3 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5043693 NA 1.6805494 7.3928283 NA 2.0431345 5.3337708 0.4581720 10.9895363 3.6805494 0.8731832 8.4637794 9.1906050 2.4581457 NA -1.1268955 NA 3.2737247 -1.1268955 7.2263390 10.8917403 7.0826462 2.6805494 9.1211198 0.4581720 11.6087483 NA -1.1268955 NA -0.1267380 8.0024753 NA 14.1148366 9.9908353 10.4703138 10.7280607 3.8731931 -0.1267380 10.7048954 4.8039296 8.2219206 2.1951271 NA NA 11.9285900 5.6428315 10.3933199 13.5120807 9.6430302 11.1095205 3.1951271 NA 9.7883247 NA 2.9606600 10.6753047 5.6413755 10.3660469 3.8731931 9.1223057 4.9606553 4.2307410 NA 0.4581720 5.8618760 NA -1.1268955 9.6238992 6.6805466 NA -1.1268955 10.2057884 -0.8517817 4.7311724 0.8731832 0.8731832 1.6805494 2.1951271 9.3140614 NA 5.8618760 4.1403533 0.503940 0.863140 0.062508 2.479100 -0.358970 0.597600 0.620420 -0.331790 -0.331790 0.090720 0.595480 -0.347790 1.199600 -0.313300 0.136580 1.085900 0.399110 -0.332250 0.596660 0.599800 -0.300040 0.720360 0.334530 0.666230 0.149950 0.149950 0.150540 0.158310 -0.263600 0.107160 -0.268780 -0.268780 0.646530 0.052860 0.062365 -0.313770 -0.313770 -0.313770 3.412100 -0.771330 -0.358970 -0.353620 -0.350300 0.051245 0.000000 -0.304980 -0.334550 0.595480 -0.229570 -1.281400 0.093766 -0.313300 -0.313300 -0.313300 0.135540 0.135540 0.135540 -0.319370 0.136580 0.136580 0.142510 -0.332250 -0.332250 0.618970 -0.300040 -0.300040 0.173320 -0.294970 -0.318320 -0.298390 0.720360 -0.762350 -0.295080 0.149950 -0.310600 -0.293900 -0.263600 0.064797 -0.014252 -0.014252 -0.014252 0.136 0.136 -0.183 0.137 1.020 0.143 -0.332 0.600 -0.300 0.173 -0.122 -0.297 -0.135 0.335 -0.163 -0.145 0.150 -0.269 -0.269 0.158 0.158 -0.294 -0.264 0.495 0.000 -0.314 -0.314 -0.359 -0.359 0.546 0.000 -0.332 -0.332 0.000 0.000 -0.348 0.153 -0.313 -0.313 0.000 0.000 0.136 0.136 -0.183 0.137 1.020 0.143 -0.332 0.600 -0.300 0.173 -0.122 -0.297 -0.135 0.335 -0.163 -0.145 0.150 -0.269 -0.269 0.158 0.158 -0.294 -0.264 0.495 0.000 -0.314 -0.314 -0.359 -0.359 0.546 0.000 -0.332 -0.332 0.000 0.000 -0.348 0.153 -0.313 -0.313 0.000 0.000 8.1399790 7.8900003 1.8731832 4.9817157 7.1539634 8.1655140 11.5531122 7.6185639 9.9379350 1.1950956 8.0178507 NA 1.4581720 11.2021476 0.8731832 10.7853331 6.8157073 8.1282207 10.7411004 14.0826457 4.5170489 10.3010289 12.0032802 1.7151466 9.8913925 -1.1268955 12.5677678 9.1469879 9.7131676 -0.9002335 NA 14.6803963 7.8215597 8.7218152 3.5170489 10.8590343 10.4258614 10.881971 12.082798 10.075928 -1.126896 10.725332 9.724941 10.838977 9.050612 7.674092 10.436865 7.332624 10.124544 10.912111 11.684968 14.125045 10.225788 7.172401 11.255276 8.867546 13.357197 10.911082 5.991719 13.512081 10.716721 10.914509 10.246601 7.752775 14.306168 12.283246 3.960651 9.880920 10.6011128 10.8101982 0.8731832 9.7044996 11.5043693 10.6159227 14.1919783 9.0543447 9.0918886 8.6512695 9.4915778 10.2230264 14.6993187 10.9895363 7.3326238 11.3730382 5.7680096 5.9500088 8.2197058 7.7950331 NA 7.8983317 11.4234581 7.8009704 8.1493168 9.9908353 9.1712549 7.8009704 7.1446552 5.6011141 9.6264090 1.1950956 -0.1267380 7.4506207 1.1950956 9.3088625 2.8731832 10.3933199 13.5208756 10.2230264 10.9859576 10.6663891 3.1951271 -1.1268955 2.7800791 9.9639664 11.8761831 4.4879043 10.6753047 10.9633047 4.8731931 2.7800791 10.3660469 12.3592731 10.4340028 8.8661306 NA 10.6829604 10.8444700 9.7420148 7.6247362 9.4287402 TCGA-NC-A5HR 75 0 NA 1244 lung stage iia t2a n1 m0 female 2011 NA no NA lung basaloid squamous cell carcinoma 35 NA r0 white NA NA NA 5 3 2 3 2 2 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.1717873 11.1696046 NA 0.2176030 7.9824632 3.6099086 -0.7823970 1.2176030 -0.7823970 11.0856423 3.4655174 NA 7.4024664 3.3875142 1.8025655 1.2176030 0.8025655 1.2176030 0.8025655 0.2176030 7.7411535 10.9770636 6.2944075 7.9989514 8.2204064 -0.7823970 11.6602758 NA -0.7823970 NA 2.6770120 9.1139239 9.5937168 14.1287002 8.8650500 12.2193515 11.6227329 5.5574407 -0.7823970 11.8414729 4.2619821 7.5394745 -0.7823970 NA NA 11.8688069 5.1002334 11.5568847 12.0425104 13.4641836 8.7373261 4.3468718 NA 9.5795352 NA -0.7823970 9.7024143 3.5395187 10.5585542 NA 7.6811161 4.3875142 -0.7823970 NA 0.8025655 5.7411541 -0.7823970 NA 8.9791428 5.5395187 NA 0.8025655 7.9214952 NA 3.1244770 NA -0.7823970 0.2176030 5.6269822 7.6141960 NA 10.0257513 1.5395311 1.030200 0.652770 -0.166750 3.018000 -0.489110 -0.564100 -0.523790 0.223450 0.223450 1.202300 1.202300 3.656900 0.349410 0.292960 0.182680 0.265140 0.256210 -0.013677 0.286440 0.286440 0.107890 0.292470 -0.493610 -0.493610 3.656900 2.791200 -0.475220 0.177090 -0.097495 0.000000 -0.544510 -0.528390 0.661800 -0.179540 -0.212550 -0.527980 -0.527980 -0.527980 1.103100 -0.489110 -0.489110 -0.472360 -0.472360 -0.482290 -0.516920 0.298350 -0.501310 1.202300 1.202300 -0.537440 0.269910 0.269910 0.269910 0.292960 -0.525940 -0.525940 -0.534700 -0.496730 0.182680 0.182680 0.256210 -0.013677 -0.013677 0.286440 0.122110 0.122110 0.170460 -0.461310 -0.548340 0.292470 0.292470 -0.493610 0.118440 -0.602450 0.349740 0.300110 -0.097495 -0.014916 -0.014916 -0.014916 0.000000 -0.526 -0.526 -0.314 0.183 0.256 0.256 0.000 0.286 0.108 -0.314 -0.484 -0.548 0.292 -0.494 -0.494 0.118 0.118 -0.545 1.030 0.177 0.177 0.350 0.000 -0.144 -0.144 0.575 1.926 -0.489 -0.489 -0.533 -0.533 0.223 -0.278 1.202 1.202 -0.345 0.193 0.293 0.293 0.000 0.000 -0.526 -0.526 -0.314 0.183 0.256 0.256 0.000 0.286 0.108 -0.314 -0.484 -0.548 0.292 -0.494 -0.494 0.118 0.118 -0.545 1.030 0.177 0.177 0.350 0.000 -0.144 -0.144 0.575 1.926 -0.489 -0.489 -0.533 -0.533 0.223 -0.278 1.202 1.202 -0.345 0.193 0.293 0.293 0.000 0.000 8.8740162 7.5882791 0.8025655 8.0599420 6.0504821 9.2076955 11.3471965 7.0941083 8.7509213 3.4655174 6.9724790 NA -0.7823970 10.2701595 NA 11.1649398 4.1244853 9.2809865 10.9851552 14.2735940 4.5395187 10.2924019 11.8913422 3.0249402 10.5501875 -0.7823970 11.2823342 7.9758147 9.9732719 NA NA 13.9772196 7.5395194 10.1761441 6.1717873 10.7347687 9.4890546 10.5773410 11.9014633 10.8659490 0.8025655 9.3169393 6.1601054 10.8137812 9.4785110 9.5270678 10.7620730 5.1948711 12.8355019 10.0747949 12.6535221 13.7909428 10.6475212 3.1244770 10.5389559 7.4983626 12.7962000 10.3881425 6.2043442 12.0425104 10.8226079 9.8072425 10.6749723 6.6688027 13.6487253 12.6904092 3.0249402 13.4796863 11.2833442 11.2305651 0.8025655 8.9890808 11.1696046 10.9774796 14.2261509 9.5663195 10.3650317 8.3182536 9.6280428 10.9919667 13.4975647 11.0856423 5.1948711 11.3956337 6.4172635 4.5395187 6.9318367 10.5202304 1.2176030 6.8396435 11.3248085 6.9040915 9.1498063 8.8650500 6.2510146 5.1244812 5.4270463 3.7411541 9.3762012 NA 4.7094450 6.7014077 1.8025655 9.4820341 2.3875280 11.5568847 12.9809076 10.0345750 10.4086506 10.9573720 4.3468718 4.3050512 9.0168732 9.4524089 8.7293441 5.6438562 9.7024143 11.5372635 7.0567948 6.6605351 10.5585542 12.6528710 10.0810033 9.1483289 2.6770120 7.3313335 9.8310586 9.5980525 6.3468736 9.9206298 TCGA-NC-A5HT 69 0 NA 804 lung stage iiia t3 n1 m0 male 2012 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 50 NA r0 white NA NA NA 4 1 3 4 3 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.78836300 NA NA 7.21102388 NA 3.35819931 6.12043696 -1.49980982 5.29463545 6.40710798 5.64996603 8.25176216 1.82215907 9.93536722 NA NA 0.08515268 -0.49980982 3.85777204 8.14947430 11.58136838 5.35819931 -0.49980982 9.05959485 NA 13.62361184 NA NA -0.49980982 -1.49980982 5.50021887 1.08515268 14.52069807 9.65566864 11.45532285 11.55329527 2.50021568 -1.49980982 11.08705769 -1.49980982 8.66925359 2.58767702 NA NA 11.21135351 2.58767702 11.21145463 13.70585843 9.89253523 9.87128661 2.40710798 NA 8.22131692 NA 2.30757424 7.62692239 -1.49980982 9.96782339 0.08515268 9.44785480 4.28157957 2.40710798 NA NA 6.51144590 -0.49980982 0.08515268 8.95862463 4.89253675 5.51144590 -1.49980982 8.62175153 7.09960976 0.08515268 1.67016051 1.08515268 -1.49980982 1.82215907 7.10384379 NA 7.84673149 1.08515268 0.0093098 0.0140510 -0.0078863 0.0310140 0.0012481 0.7777200 0.7337900 0.7461300 0.7461300 0.0263730 0.0000000 2.0435000 1.5522000 1.5751000 0.8067500 0.0492560 -0.0018599 -0.7554600 0.0079175 0.0181030 1.4945000 1.6624000 0.8812600 0.0076392 -0.0085766 -0.0085766 0.0376410 0.0376410 0.7910300 -0.0273980 0.0093098 0.0093098 0.0140510 -0.0078863 -0.0078863 -0.0076101 -0.0076101 -0.0076101 -0.0076101 0.0012481 -0.7141700 0.7505100 0.0183830 -0.7515000 -0.7515000 0.7862200 -0.0132640 0.0263730 0.0179630 -0.7463800 -0.7440300 -0.7440300 -0.7440300 -0.7338900 0.7637000 0.7637000 -0.7355600 -0.7365200 -0.0538810 0.7404300 -0.0018599 -0.7408500 -0.7368700 0.0079175 -0.0076101 -0.0076101 -0.7292300 -0.7328700 0.0054139 0.0013868 -0.7765100 0.0076392 -0.0085766 -0.0085766 0.3582200 0.3582200 0.0238470 -0.0454990 -0.0454990 -0.0454990 -1.2929000 0.028 -0.736 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 -0.725 -0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.778 0.026 0.746 0.746 -0.749 0.000 -0.746 1.534 -0.734 -0.734 0.000 0.000 0.028 -0.736 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 -0.725 -0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.778 0.026 0.746 0.746 -0.749 0.000 -0.746 1.534 -0.734 -0.734 0.000 0.000 9.3581989 8.6751434 NA 1.3075451 2.9596403 9.1350289 10.1748515 8.0317944 9.1637760 -0.4998098 7.5850264 NA -1.4998098 12.1941404 -1.4998098 10.8866193 7.3736621 9.0080126 10.9461897 13.0899860 4.7481445 9.8400679 12.4303084 -1.4711287 8.4746323 4.6701435 6.4071080 9.1840898 10.1089209 NA NA 14.6098445 7.1075477 8.9769642 4.9759511 9.6467866 9.0276948 10.812534 12.176506 10.071971 -1.499810 9.777505 7.694975 11.161105 9.507245 6.743392 11.037679 8.447124 10.846662 11.617861 10.770221 14.379059 12.383529 1.307545 10.540508 8.967823 12.617617 11.007765 5.377717 13.705858 9.910669 8.691277 11.446576 6.984033 13.029116 12.065558 5.333109 11.559393 10.3350839 11.1149277 1.5002412 8.1708740 11.7883630 10.5592243 14.5248154 10.5191135 9.3074360 9.8193254 9.8528132 9.5239722 11.6017012 5.2946355 8.4471242 10.5969330 5.7193861 6.3828609 6.0237787 12.2780896 -0.4998098 6.3457086 10.6136345 9.6015370 8.1779377 9.6556686 9.5949553 3.0237876 2.8925270 1.9596589 9.2391546 -0.4998098 -1.4998098 8.4789285 -1.4998098 8.0624601 1.8221591 11.2114546 12.6338418 10.7956998 9.9995656 10.3421753 2.4071080 2.5002157 -0.4998098 10.6738950 10.7517003 3.8925367 7.6269224 11.6588276 4.3581993 5.8839213 9.9678234 12.6420855 10.1015244 8.8232726 2.5002157 9.0851803 9.5961094 9.9799982 6.1222689 11.3506001 TCGA-NK-A5CR 77 0 NA 2542 lung stage ib t2 n0 mx male 2007 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA NA NA not hispanic or latino NA NA 5 2 3 2 2 2 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9886847 NA NA 8.7593333 0.4150014 -0.5848904 5.7310013 NA 10.3324095 6.4262648 -0.5848904 7.7004397 2.0000000 3.4150420 0.4150014 NA 1.4150555 -0.5848904 NA 5.9696271 10.9143851 8.1898246 6.6438562 8.5924570 1.0000000 10.6360203 NA 5.5024993 NA -0.5848904 7.0370890 NA 12.1491099 10.6042444 11.6809455 11.3575520 5.3219281 NA 11.8559067 0.4150014 9.3164927 0.4150014 NA 6.9228317 10.8468589 2.4150285 10.8386787 12.9884374 10.4234661 10.5310305 4.6244928 NA 11.0719092 NA 1.0000000 9.5156998 -0.5848904 9.7791722 -0.5848904 7.4262648 3.3219281 2.2224027 NA 0.4150014 4.2223950 NA NA 10.0260623 5.2223911 NA NA 10.3166586 7.1012582 1.0000000 NA 0.4150014 -0.5848904 NA 7.0732493 NA 7.0874628 0.4150014 0.151840 0.430020 0.430020 3.656900 -0.312400 0.910310 0.925470 0.156170 0.156170 0.156470 1.657800 3.656900 1.045700 -0.653180 -0.278260 0.218940 -0.115640 -0.145830 -0.582670 1.741400 0.131100 0.231030 0.049925 0.049925 -0.083238 -0.083238 0.981770 0.169960 0.246490 -0.048314 -0.650180 0.151840 0.359460 0.430020 -0.679700 -0.664600 -0.664600 0.111500 -0.712140 -0.683900 -0.312400 -0.312400 0.208970 -0.668850 -0.669040 -0.665900 0.149160 0.156470 3.154600 -0.678960 -0.666080 -0.666080 -0.666080 0.196750 0.437280 0.437280 -0.667740 -0.278260 -0.278260 -0.278260 -0.115640 -0.667190 -0.665900 -0.609030 -0.105690 -0.105690 0.172820 -0.652040 -0.671710 0.231030 0.231030 0.130760 0.039601 -0.083238 -0.185120 -0.185120 0.246490 -0.046758 -0.046758 -0.046758 -0.046758 0.165 -0.668 -0.278 -0.278 -0.116 -0.116 -0.146 0.217 -0.106 -0.495 -0.668 -0.672 0.231 0.000 0.000 0.000 0.000 -0.498 -0.498 0.982 0.170 -0.185 0.246 -0.313 -0.313 -0.665 0.000 -0.312 -0.312 0.910 0.241 -0.510 0.156 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15.0268101 9.5261731 9.4226255 8.0297472 9.5570936 9.7846348 12.3331554 10.3324095 7.4037219 11.8078915 6.3575520 5.6818231 8.1963970 11.7824523 NA 5.6244899 11.3316634 7.3923174 7.0803731 10.6042444 8.0297472 7.0588933 3.1154828 2.8744626 8.9108924 1.7369512 6.7459539 8.0223678 -0.5848904 8.3398500 1.4150555 10.8386787 12.6945030 10.8127122 10.0361736 10.9967088 4.6244928 NA NA 9.2078277 9.4150376 4.1699250 9.5156998 11.5287797 9.5837096 1.0000000 9.7791722 11.9915218 9.7142455 7.4150378 NA 7.5698556 8.5726369 10.5352754 6.8328900 11.1063449 TCGA-NK-A5CT 70 0 NA 1997 lung stage ia t1 n0 m0 male 2008 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 NA NA white not hispanic or latino NA NA 4 4 2 3 1 3 4 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.47302635 -0.92139017 -0.92139017 6.91776709 NA 0.66348125 4.16602446 NA 9.63123272 0.07860983 -0.92139017 6.60212576 1.88592572 9.15270517 -0.92139017 NA 1.88592572 -0.92139017 NA 6.62545754 10.46873267 6.00930014 -0.92139017 8.00634179 3.24848930 9.63794075 -0.92139017 NA NA -0.92139017 2.53799177 NA 15.68891017 10.60212566 12.10750572 12.11078164 6.06724934 NA 10.42341440 0.07860983 9.56286288 6.04434821 2.40048328 NA 11.19082070 4.16602446 10.42563134 11.58583800 9.02254370 9.81867324 3.40049694 NA 7.97338167 -0.92139017 0.66348125 10.71065010 3.07855860 9.64366574 1.40048328 6.02107769 3.40049694 1.40048328 0.07860983 0.07860983 5.97338167 -0.92139017 -0.92139017 9.55125452 6.08979049 NA NA 9.59130410 NA 2.07857568 NA 0.07860983 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6.776504 11.585838 11.748113 10.498524 10.309185 6.562380 13.631696 8.895547 4.985455 9.912244 12.0216279 8.6597644 NA 8.3982358 11.4730263 10.8999391 14.1173082 9.6877424 9.8681870 8.6099451 9.8963468 7.7474485 13.9683528 9.6312327 5.2683895 10.8611524 7.1765960 3.0785586 9.9512385 12.0287550 NA 7.1975047 10.7142818 9.1324894 12.0067119 10.6021257 9.6148109 5.0785629 5.5863594 1.6635268 8.7876476 NA NA 6.0210777 1.0785415 8.5006284 2.6635268 10.4256313 12.3040724 11.0133603 9.8508782 10.6630565 3.4004969 NA -0.9213902 8.7807363 7.7824675 3.8334467 10.7106501 11.2550485 5.5215062 7.2384353 9.6436657 13.1160248 10.7729215 7.1923056 NA 7.5256469 10.4926040 10.0196113 7.4317107 9.8149656 TCGA-NK-A5CX 73 0 NA 111 lung stage iia t2b n0 mx male 2011 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 40 NA NA white not hispanic or latino NA NA 2 1 NA NA 1 1 3 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.62606381 -0.03194612 -0.03194612 7.29450496 NA 1.96809075 5.21600468 NA 3.13799527 8.52266430 0.96805388 11.03382822 3.28999672 6.01247035 NA -1.03179863 -1.03179863 -0.03194612 -0.03194612 7.05022415 10.93818146 7.91351955 2.29001147 8.59012741 2.29001147 12.17004625 NA NA NA 1.29001147 6.16774729 NA 15.60431723 10.23720219 11.14891708 12.11177760 5.50723331 NA 10.56099966 0.96805388 9.29755805 2.87497397 -1.03179863 -0.03194612 11.03471300 5.38592796 10.48525282 12.35636195 10.71290938 9.42480979 2.55304096 -0.03194612 9.43057779 -1.03179863 1.29001147 10.98349059 4.82605522 10.61912722 NA 8.13549383 6.03416508 4.01247035 NA 0.55306554 5.76249233 -1.03179863 NA 9.02606719 4.74943773 NA -1.03179863 10.75352799 -0.65335508 4.17752718 4.44931045 1.96809075 -1.03179863 2.66850494 8.77703959 -1.03179863 7.15295102 2.13799527 0.05651300 -0.06531300 -0.06531300 0.89829000 -0.17082000 0.76753000 0.82196000 0.02539000 0.02539000 -0.00097017 -0.00097017 0.26451000 1.34060000 -0.11926000 0.00000000 -0.00691950 -0.00694800 -0.17891000 0.50985000 0.50985000 -0.19036000 -0.10355000 0.22468000 0.22468000 0.48131000 0.48131000 0.62006000 0.62006000 0.58901000 0.04372300 0.04315700 0.05651300 -0.06531300 -0.06531300 -0.06531300 -0.18194000 -0.18257000 -0.18257000 0.34145000 -0.17082000 -0.17082000 -0.17082000 -0.17082000 0.82196000 -0.24960000 0.01684500 0.02216400 -0.00097017 -0.01794100 0.26451000 -0.07240800 -0.79043000 -0.11926000 -0.11926000 0.11609000 0.11609000 0.11609000 0.00000000 0.00000000 -0.00318590 -0.05792400 -0.21515000 -0.17891000 0.50985000 -0.19036000 -0.19036000 0.24918000 0.24000000 -0.10355000 -0.10355000 -0.10355000 0.22468000 -0.20846000 0.48131000 -0.18810000 -0.18810000 -0.23367000 0.05665500 0.05665500 0.04372300 0.04372300 0.116 0.116 0.000 0.000 0.000 0.000 -0.179 0.510 -0.190 0.249 0.249 -0.104 -0.104 0.225 0.225 0.481 0.481 0.000 0.000 0.620 0.620 -0.188 -0.214 0.000 0.000 -0.172 0.169 -0.171 -0.171 0.521 -0.246 0.000 0.000 0.000 0.000 0.265 0.265 -0.119 -0.119 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 -0.179 0.510 -0.190 0.249 0.249 -0.104 -0.104 0.225 0.225 0.481 0.481 0.000 0.000 0.620 0.620 -0.188 -0.214 0.000 0.000 -0.172 0.169 -0.171 -0.171 0.521 -0.246 0.000 0.000 0.000 0.000 0.265 0.265 -0.119 -0.119 0.000 0.000 8.21600322 7.68917474 -0.03194612 6.99598191 6.72962618 10.50432275 10.79502117 8.54454103 10.73997760 NA 6.86289271 NA -0.03194612 12.05205340 0.96805388 11.45956543 7.08701617 8.57170184 10.71563499 13.74579318 5.01247035 10.20528547 11.92626571 NA 10.55444621 NA 3.61192777 9.87721863 9.29784941 0.82806284 -1.03179863 15.36863815 7.41515866 8.94105524 3.36039237 10.10634727 10.51255708 10.090256 12.558546 10.048893 NA 7.746153 8.721292 12.033660 9.058188 7.044891 10.700667 6.800966 10.650170 11.205883 10.124791 13.824890 11.274137 5.788255 10.606059 8.949643 13.553038 10.520264 4.717611 12.356362 9.889173 9.928802 10.430578 7.495553 13.592337 11.667431 2.290011 10.189058 10.5763303 11.5469199 0.9680539 8.8568189 11.6260638 10.0097347 13.5478034 9.3431151 8.5524555 9.1228937 10.1392523 9.7794502 15.3026805 3.1379953 6.8009659 11.3998343 7.2718561 5.2348615 9.4346618 12.2945050 NA 7.5864608 10.3123715 9.8260565 10.2967505 10.2372022 9.2718563 7.8928882 6.4356803 4.9453549 9.3636096 NA -1.0317986 7.6510704 NA 8.8943715 2.4274989 10.4852528 12.7161635 10.6033402 10.5969767 11.0226798 2.5530410 NA 6.2254639 11.3925043 11.3192909 4.5530410 10.9834906 11.2905671 6.2718570 5.8628927 10.6191272 12.8619458 10.3785269 8.5188223 0.9680539 10.5864611 10.4332695 9.4916375 7.7722063 10.7049002 TCGA-NK-A5D1 57 0 NA 511 lung stage iia t2a n1 m0 male 2011 NA NA NA lung basaloid squamous cell carcinoma 90 NA NA white not hispanic or latino NA NA 4 3 NA NA 3 3 1 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9602963 NA 1.2242873 8.4190741 6.2466855 -0.7757127 3.0316775 NA 2.3942397 3.8092807 7.0380981 9.5372003 10.4846488 3.7478815 NA 5.3536021 2.8092704 3.4133504 NA 7.0444958 10.3683382 9.3702495 6.7321118 8.8186419 1.2242873 9.7644454 5.1069596 7.2130021 -0.7757127 3.3942397 6.6080212 NA 14.4756059 10.4591347 11.2119366 10.8092798 3.7478815 2.0316775 10.0729402 7.7360697 8.5449146 3.6837526 NA 6.1191341 11.4077976 3.5462401 11.2673446 10.4884021 12.4059355 10.3553511 4.2687113 NA 9.4615273 NA 4.9792068 10.2165475 3.7478815 9.9394213 2.0316775 9.7779467 7.5950045 5.3942432 0.8092498 -0.7757127 6.0316731 4.2687113 NA 9.4252159 6.2015966 NA 0.2242873 11.8216716 7.4173496 2.2243182 1.2242873 8.1629854 7.1550550 4.0316687 7.4042262 8.6058602 6.8753685 2.6837414 0.0000000 0.0056919 0.0213230 1.6404000 -0.4514700 0.0147490 0.0147490 0.0190830 0.0190830 0.0154470 0.0089643 0.0322810 0.0322810 -0.8868900 3.6569000 0.0331270 0.0331270 -0.9739900 0.0636520 0.0526680 0.1185800 -0.0323140 -0.8927400 -0.4285500 -0.6116200 -0.5316300 -0.9076000 1.0595000 -0.9079000 -0.4471700 0.0206230 0.0000000 0.0230050 -0.8934300 0.0157270 -0.9139900 -0.8834100 -0.8834100 0.0472680 0.0339720 -0.4514700 0.0496820 0.0461330 -0.4534000 -0.4534000 -0.9069200 -0.1048700 0.0154470 0.0089643 0.0322810 -1.2929000 -1.2929000 -0.4300700 -0.0060904 -0.4506100 -0.4506100 -0.4422100 -0.4286500 -0.9037300 -0.9037300 0.0331270 -0.9104700 -0.9739900 0.0636520 0.0560850 0.0560850 -0.0675920 -0.0675920 -0.5134200 -0.0487480 -0.8961800 -0.4285500 -0.8787000 -0.9099500 -0.8700200 -0.8935000 -0.9079000 -0.5308300 0.8018900 0.8018900 -0.4429700 -0.442 -0.442 -0.429 -0.872 0.000 0.000 -0.974 0.000 0.000 0.000 0.000 -0.465 0.000 -0.893 -0.429 -0.879 -0.879 0.000 0.000 0.139 1.047 -0.890 -0.908 0.000 0.000 -0.883 0.000 0.000 0.000 0.000 -0.453 -0.105 -0.105 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.491 -0.491 -0.442 -0.442 -0.429 -0.872 0.000 0.000 -0.974 0.000 0.000 0.000 0.000 -0.465 0.000 -0.893 -0.429 -0.879 -0.879 0.000 0.000 0.139 1.047 -0.890 -0.908 0.000 0.000 -0.883 0.000 0.000 0.000 0.000 -0.453 -0.105 -0.105 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.491 -0.491 9.9316764 9.3419604 -0.7757127 0.2242873 6.1901012 7.7241632 10.8330341 8.2569139 10.5258135 3.6166400 7.6547699 -0.7757127 NA 11.8708760 5.9108190 11.2112259 7.7161706 9.4639159 11.3729972 13.7424787 7.3740648 10.7166712 12.0705912 1.8092910 10.0332815 2.6837414 3.9792022 8.3276052 9.7912656 NA 5.5462463 12.5784289 8.3380593 9.5630536 3.6837526 10.3689755 8.7301287 10.404848 12.086373 10.311117 8.184319 9.981707 8.069807 10.840866 10.486412 7.082298 9.685797 6.178513 11.839482 8.457937 10.004857 14.427512 11.890319 1.809291 10.770729 8.644277 11.882306 10.360668 5.366731 10.488402 11.707629 9.695993 11.460032 6.057208 14.140956 10.247379 6.972510 10.513183 11.004857 12.201597 4.839027 8.972510 11.960296 11.100451 13.593367 9.817708 10.680738 9.495780 9.038098 10.979205 14.454450 2.394240 6.178513 11.605590 9.096223 4.924756 7.063521 12.389067 4.268711 6.246686 10.292424 10.189380 7.816774 10.459135 7.755699 5.824231 4.433767 6.119134 8.943706 NA 3.131211 6.667261 1.224287 8.599357 12.016498 11.267345 13.384189 11.132710 11.044895 11.007725 4.268711 7.263236 7.207311 10.261178 10.032477 7.453136 10.216548 11.449525 6.213001 7.031672 9.939421 13.352876 10.506827 8.827944 6.462721 8.386709 9.839395 10.226429 8.743953 10.703592 TCGA-NK-A7XE 66 0 NA 13 lung stage iiib t4 n2 m0 male 2013 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 80 NA NA black or african american not hispanic or latino NA NA 4 4 2 3 3 2 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.6601756 10.6219176 NA 1.6601985 6.6143742 4.0386908 -0.6617753 5.7262672 NA 0.3382247 3.6601756 NA 7.8500030 10.3599245 6.9748746 NA NA NA 4.4257144 NA 5.2208948 10.0830842 5.7976823 3.0386820 7.9639590 2.3382532 11.5947540 NA NA NA NA 7.5622523 1.6601985 14.7774320 10.8880350 11.8645051 11.1318537 0.9231872 NA 11.2541298 6.3494785 8.1069638 0.3382247 NA -0.6617753 10.1229997 4.7305693 11.3248036 13.3755125 11.1778479 10.4312189 3.3382532 NA 8.5477039 0.9231872 0.9231872 6.2689882 2.5081751 9.6282693 NA 7.4519924 5.2451419 -0.6617753 -0.6617753 2.6601756 5.9676067 NA NA 9.2208934 6.8928391 NA -0.6617753 10.7251906 NA -0.6617753 NA -0.6617753 5.9232134 -0.6617753 7.0317370 NA 6.8460444 2.5081751 0.6748400 0.6467100 1.2796000 0.6852900 -0.0058140 0.6397500 0.6651200 0.7408100 0.3162600 0.6725200 -0.0134020 -0.0096806 0.6767800 -0.0158790 -0.0340550 1.8555000 -0.0130920 0.7015700 -0.0164290 -0.0164290 0.7324600 0.6788200 -0.0100940 -0.7407200 0.6415800 0.6415800 0.4101100 0.5490200 -0.0169790 0.2537100 -0.0021453 -0.0021453 0.6492800 0.3464800 -0.0328600 -0.0056757 -0.0056757 -0.0056757 0.6544600 -0.0058140 0.0041664 0.0088920 0.0088920 -0.0052610 -0.0049844 0.0342540 0.0393370 -0.0199470 -0.0134020 -0.0326570 -0.0190300 -0.6878800 -0.0158790 -0.0158790 0.6667100 0.6667100 -0.7076500 -0.0261670 -0.0198460 -0.0198460 -0.0130920 -0.0136300 -0.0136300 -0.0164290 0.6616100 0.7324600 -0.0160170 -0.0160170 -0.0253460 0.6341900 0.6788200 -0.0117490 -0.0278080 0.6415800 -0.0442980 -0.0107840 -0.0283490 0.2537100 0.2537100 0.2537100 0.2537100 0.666 0.666 1.311 0.000 1.266 1.266 0.000 0.000 0.732 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.642 0.000 0.675 0.549 0.549 0.000 0.000 0.647 0.647 0.000 0.654 0.000 0.000 0.665 0.665 0.000 0.000 0.673 0.673 0.673 0.673 0.000 0.000 0.254 0.254 0.666 0.666 1.311 0.000 1.266 1.266 0.000 0.000 0.732 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.642 0.000 0.675 0.549 0.549 0.000 0.000 0.647 0.647 0.000 0.654 0.000 0.000 0.665 0.665 0.000 0.000 0.673 0.673 0.673 0.673 0.000 0.000 0.254 0.254 4.5477028 7.7305680 1.3382247 4.6236503 6.3935329 8.4123920 10.2201291 7.6374581 11.0308659 1.3382247 7.2748887 NA NA 10.4649549 NA 10.5037855 6.2451419 8.5501388 10.8984399 13.5814988 5.7132889 11.2035971 11.2656580 2.6102748 10.0729601 -0.6617753 9.1584294 8.0695695 10.2946266 NA NA 13.4213141 10.0678711 9.7697479 NA 11.0826638 8.7476415 8.7853338 11.3435241 10.1014628 0.3382247 9.9090548 7.0386897 11.0776091 9.6769868 9.8331059 8.9694274 5.0931376 10.5415556 9.4918024 13.3919218 14.3848202 11.2518878 4.1962293 11.6548148 8.9784954 13.0271563 9.9288374 5.8168992 13.3755125 10.7940913 10.0998016 10.4597839 6.0797173 13.6232364 11.1492236 4.7645160 9.3466790 10.1592272 12.8983444 2.1456122 8.3382506 10.6219176 10.9982463 13.3858839 8.2866178 10.1242586 9.7165453 9.8460451 9.2466430 14.8258078 0.3382247 5.0931376 10.2748884 4.6236503 4.2924431 6.8301032 11.0546412 NA 6.8139838 11.7513494 8.6803251 7.9232128 10.8880350 6.6958018 4.3826465 4.9821083 3.2451457 8.8180306 0.3382247 0.9231872 5.0661710 -0.6617753 8.6781004 6.1837406 11.3248036 13.3708989 10.2689878 10.3076370 10.7925497 3.3382532 3.0386820 8.2748883 8.0352181 9.1946759 5.8139838 6.2689882 10.8175254 3.2451457 NA 9.6282693 12.9606455 10.6511333 8.4150661 NA 5.0386908 10.4993067 9.3198177 8.0729601 10.7332489 TCGA-O2-A52N 78 1 1006 NA lung stage i t2 n0 mx male 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 4.125 1942 NA white not hispanic or latino NA NA 2 3 3 2 3 3 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8681479 NA NA 7.6038896 0.1281614 2.4500895 5.1161609 NA 7.5290362 6.8696235 0.7130799 8.8526703 12.1314986 7.9355110 NA 4.1281532 -0.8719706 1.4179740 -0.8719706 6.6595379 11.7343302 7.5710996 -0.8719706 8.8058760 0.1281614 12.2612986 NA NA NA 0.1281614 10.0574148 -0.8719706 14.5897931 10.5679872 11.0996999 11.9551020 3.9861378 NA 10.3772698 7.8996457 8.7598063 3.0350432 NA 9.2880277 11.3027606 5.1317582 11.2712206 13.2789262 12.4746701 10.2820503 2.2980717 NA 9.5215469 1.4500631 2.7131239 10.7783106 4.4857102 9.5957619 2.7131239 6.9923424 4.5875870 3.6517176 -0.8719706 NA 7.2366811 NA NA 9.3192155 7.5627843 NA 1.1281614 9.8484006 0.1281614 3.5875930 1.9210173 1.4500631 1.7131239 NA 8.5916805 -0.8719706 6.8830440 0.1281614 0.3390100 0.3028200 2.1910000 1.3047000 0.0930400 1.4443000 -0.0376260 -0.7544400 -0.0260490 3.6569000 -0.3422800 -0.3697400 0.9944700 -0.3689500 -0.3799900 0.1887400 0.0506770 -0.3919600 1.0390000 0.0090312 0.0678050 0.3743000 1.3182000 -0.0967040 3.6569000 0.2610600 0.8112300 0.8112300 0.9483300 -0.0469020 0.4561500 -0.7791400 0.3087100 -1.1671000 -0.0326500 -0.0084385 -0.0182160 -0.0182160 -0.0182160 0.0930400 0.1981700 0.1981700 0.1981700 -0.0376260 -0.0376260 0.5082800 -0.0241140 -0.3888400 0.2367400 -0.7700500 -0.0286280 -0.0286280 -0.3689500 0.3559400 -0.3358300 -0.3358300 -0.0423810 -0.3730200 -0.3882800 -0.3882800 0.0506770 -0.0135400 -0.0135400 0.1840400 -0.3753800 -0.3753800 -0.3696300 -0.3696300 -0.3623800 0.3743000 0.3743000 -0.1035500 -0.3300600 0.2610600 -0.4117900 -0.0761450 0.9483300 -0.0107840 -0.0172540 -0.0172540 0.9450100 0.000 0.000 -0.031 -0.380 0.138 0.000 0.000 0.193 -0.375 -0.370 -0.370 -0.362 0.319 0.801 0.000 -0.330 -0.134 -0.371 -0.033 0.811 0.811 0.000 0.948 0.000 0.000 1.191 1.191 0.000 0.105 0.000 0.000 -0.410 -0.410 0.843 0.220 0.000 0.468 0.000 0.355 0.000 0.000 0.000 0.000 -0.031 -0.380 0.138 0.000 0.000 0.193 -0.375 -0.370 -0.370 -0.362 0.319 0.801 0.000 -0.330 -0.134 -0.371 -0.033 0.811 0.811 0.000 0.948 0.000 0.000 1.191 1.191 0.000 0.105 0.000 0.000 -0.410 -0.410 0.843 0.220 0.000 0.468 0.000 0.355 0.000 0.000 6.3473255 7.7354870 1.4500631 6.0939404 8.4387690 8.9799053 10.5327658 8.5801504 9.8484006 0.1281614 7.7465419 2.4500895 1.1281614 11.3403487 0.1281614 12.6187566 6.5031961 9.0092702 11.4030411 14.2083493 3.7720123 10.8780258 11.6018621 -0.6208227 10.6721548 -0.8719706 3.5204725 8.9127912 9.7520196 NA 3.0350432 14.8865878 8.7917145 8.8492556 4.8830440 12.1825911 10.1814035 9.5247611 12.4782668 10.2314442 0.1281614 9.3557724 9.2235534 11.7629674 9.4319371 10.3503475 10.7656869 10.3351707 14.6491442 5.7280702 10.3825945 14.0598634 12.2299679 5.6517176 10.8255584 8.0559342 13.5778209 11.4080570 5.8450107 13.2789262 10.9176900 10.8637124 10.6546556 7.4273640 13.7204195 9.0588936 3.0350432 9.6923058 11.4213406 10.8479730 -0.8719706 8.8320599 11.8681479 10.5080762 13.1719509 9.0153769 8.8347387 8.7792082 10.8376710 9.9642067 15.8279592 7.5290362 10.3351707 10.9339003 6.0588944 4.7131184 6.2261887 13.2202528 NA 7.0588933 11.4498027 9.5710998 11.3683514 10.5679872 8.1025710 6.2156184 6.6827446 4.3376112 8.6961124 3.1281614 NA 6.6438562 0.1281614 10.1608908 0.1281614 11.2712206 13.5130750 11.6302423 11.1425256 11.6210110 2.2980717 0.7130799 0.1281614 10.8067565 9.5793674 6.1168409 10.7783106 11.3569750 6.0588944 5.1725515 9.5957619 12.1461826 9.8763492 9.1505241 4.1281532 7.3760837 10.8886185 11.0395483 6.3569748 9.6903988 TCGA-O2-A52Q 44 1 113 NA lung stage iii t3 n1 mx female 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 1 1985 NA white not hispanic or latino NA NA 1 4 1 1 3 3 1 2 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.99146289 10.72150485 1.99146289 NA 7.37083733 NA -0.00853711 4.99145835 NA 9.92145746 4.34901135 NA 9.90285126 5.07892146 5.83694915 NA 0.99146289 NA 0.57637701 -0.00853711 8.56131506 10.64026627 8.97016975 0.57637701 8.08949127 3.51501854 4.45088791 NA NA NA NA 7.45906516 NA 16.06311997 9.36214679 8.80524053 8.69363192 3.45089451 NA 10.87867998 1.99146289 9.65552428 3.23938277 NA 4.45088791 10.53279315 5.81227744 10.60800813 11.05174322 9.64699010 9.92130942 2.57642539 NA 8.01659883 -1.00868224 1.79879708 10.22507895 6.19113227 9.39660071 -1.00868224 8.11816399 8.26292216 -1.00868224 NA NA 8.36866971 -1.00868224 NA 9.34129331 6.07892146 -0.00853711 NA 10.36921214 NA 5.74634770 -0.00853711 8.27852519 -0.00853711 NA 9.63621695 NA 6.45089121 5.10540989 0.0224440 -0.1560500 -0.0178030 -0.0057884 -0.4314800 0.0090312 0.0000000 -0.0121620 -0.5747600 0.2203700 0.2203700 -0.0997360 1.2741000 -0.4507200 0.0523830 -0.4225400 0.5295800 -0.4259300 0.4932000 0.4932000 -0.2218200 0.0298880 -0.4569300 -0.4569300 -0.3907400 -0.3907400 0.2067100 0.9843200 0.0479780 0.4739200 -0.4375600 0.0224440 -0.0008316 -0.0178030 -0.8757200 -0.4448000 -0.4448000 -0.4448000 -0.0806740 0.0277780 -0.4345500 0.0097276 0.0097276 0.0000000 0.0000000 -0.0369460 0.1601000 0.2203700 0.2185200 -0.8642900 -0.4507200 -0.4507200 -0.4507200 -0.4330100 -0.2403400 -0.2403400 0.0383470 -0.4333300 0.0523830 0.0523830 0.5295800 -0.4314800 -0.4314800 -0.4254900 -0.1123400 -1.2199000 0.0232860 0.0168450 -0.1174300 -0.1174300 0.0298880 -0.6312200 -0.8430700 -0.3907400 -0.2205900 -0.2205900 -0.4604600 -0.0875790 -0.0875790 -0.0875790 -0.0875790 0.000 0.000 -0.433 0.000 0.530 0.530 -0.426 0.493 -0.218 0.000 0.000 -0.117 0.000 -0.457 -0.631 -0.391 -0.391 0.000 0.000 0.185 0.000 -0.221 0.000 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.000 -0.575 -0.575 0.220 0.220 0.510 1.274 -0.451 -0.451 0.000 0.000 0.000 0.000 -0.433 0.000 0.530 0.530 -0.426 0.493 -0.218 0.000 0.000 -0.117 0.000 -0.457 -0.631 -0.391 -0.391 0.000 0.000 0.185 0.000 -0.221 0.000 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.000 -0.575 -0.575 0.220 0.220 0.510 1.274 -0.451 -0.451 0.000 0.000 7.37516371 7.56888792 3.23938277 -0.00853711 7.51893636 8.16887867 10.14374416 8.58204636 10.58157853 -0.00853711 6.93397386 NA 0.57637701 11.87295570 -0.00853711 11.12813007 7.62808386 8.65501759 10.88950138 13.14509052 3.74634502 10.76088400 11.91979264 NA 9.62898989 NA -0.00853711 10.07161065 10.27454193 0.21175983 NA 13.17222322 7.69189912 10.85796553 3.31339098 10.73839344 9.30434219 9.763774 11.999187 9.831450 NA 5.450891 7.454984 12.354499 9.388064 7.843208 9.295240 6.515022 9.462840 9.295240 13.011050 14.189636 9.061580 8.591372 9.514041 9.790741 13.829334 10.207599 4.538048 11.051743 10.885519 10.735873 9.818802 5.181285 14.806673 8.193583 3.450895 9.425045 11.123316 12.362419 1.991463 8.465165 10.721505 11.319573 13.141761 8.717677 9.261311 8.136118 10.044706 9.085537 16.625830 9.921457 6.515022 10.450379 7.830663 5.450891 7.210628 10.712986 NA 8.163887 10.480304 8.832237 9.380553 9.362147 7.413524 6.434403 7.684946 5.078921 9.292956 -1.008682 NA 6.698819 0.576377 8.744676 3.576425 10.608008 13.922612 10.827510 9.902102 10.678835 2.576425 NA -1.008682 10.706563 8.628084 5.576422 10.225079 11.300651 4.898349 6.409311 9.396601 12.596707 10.662558 9.819596 NA 3.078917 11.278479 9.893080 6.880203 10.327966 TCGA-O2-A52S 57 1 387 NA lung stage iii t4 n2 mx female 2006 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 3 1976 NA white not hispanic or latino NA NA 5 2 NA NA 2 2 1 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6331426 NA -1.2726458 8.1452321 8.7330041 0.3123167 5.1761153 -0.2726458 6.7386071 4.8566621 NA 7.5946583 7.9871230 4.3123384 NA -1.2726458 0.3123167 1.3219281 NA 6.8148426 11.7904375 9.4199951 -1.2726458 8.4260844 1.0492822 8.9110150 7.5185422 3.4278207 NA 3.8566670 4.7273814 NA 13.2917065 10.8355773 12.5080218 10.7025110 4.2192305 -1.2726458 12.0698710 2.0493171 8.1345198 1.5347589 1.0492822 10.2800487 11.9705863 4.9203648 12.1033692 13.5833138 12.5644161 10.2224101 1.5347589 0.3123167 10.3936036 1.3123167 2.7273759 10.7238531 5.3855898 10.2031129 1.3123167 9.8573064 6.6038963 1.7273977 -1.2726458 -1.2726458 6.4208664 -1.2726458 NA 9.8273848 5.1196965 NA -0.2726458 11.0005924 NA 4.6342680 NA 7.0484956 0.3123167 -1.2726458 9.0882267 6.1282583 7.1325213 3.2776575 0.6612400 0.0668020 0.1022000 1.2047000 -0.5471300 -0.5996400 -0.5666400 -0.5311100 0.0891270 0.1241700 0.0807450 -0.5909700 0.1058500 0.9713100 3.4896000 0.0366530 0.0366530 -0.5512600 0.6075600 0.0572260 0.0807450 0.2220600 -0.5165100 0.1967900 -0.6297900 -0.6297900 0.6518500 0.6518500 -0.0564420 -0.1751200 -0.5872600 -0.5589700 -0.4094800 -1.2929000 0.1022000 -0.5674400 -0.5613700 -0.5613700 -0.5455200 -0.5422900 -0.4784900 -0.5436500 -0.5436500 -0.5666400 -0.5644500 0.1102300 0.0597940 -0.5634600 0.0807450 -0.5815700 -0.4981900 -0.4981900 1.8156000 0.0164250 -0.5745700 -0.0125760 0.0144700 0.5942200 -0.5531700 -0.5531700 -0.0063668 -0.5512600 -0.5512600 0.5857800 -0.6142000 -0.5586700 -0.6239800 0.0305910 0.5161200 0.0210430 0.2220600 -0.0631660 -0.0579240 -0.0825350 -0.5635600 -0.5635600 -0.0602110 -0.1638300 -0.1638300 -0.1638300 -0.1634500 -0.565 0.000 0.555 0.555 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 -0.617 0.000 -0.529 -0.529 0.000 0.000 -0.533 -0.533 0.652 0.652 -0.564 0.000 0.000 0.000 -0.545 0.000 -0.542 -0.542 -0.567 -0.567 0.000 0.000 0.000 0.000 -0.591 -0.485 -0.498 0.000 -0.175 -0.175 -0.565 0.000 0.555 0.555 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 -0.617 0.000 -0.529 -0.529 0.000 0.000 -0.533 -0.533 0.652 0.652 -0.564 0.000 0.000 0.000 -0.545 0.000 -0.542 -0.542 -0.567 -0.567 0.000 0.000 0.000 0.000 -0.591 -0.485 -0.498 0.000 -0.175 -0.175 9.8624475 8.5744369 -0.2726458 3.0492997 6.0035033 8.5459618 10.5962021 8.7128657 9.2450490 1.3123167 5.8254117 NA -1.2726458 11.5361427 3.1197048 11.0251184 8.9295034 9.9729323 11.8421028 14.8303189 3.7273759 10.2737918 11.0636072 NA 7.2232343 0.7273542 -0.2726458 6.6931635 11.2824359 NA 0.7273542 13.1014002 9.5946583 10.5705155 4.2192305 9.5371477 10.0396953 10.414755 11.953491 10.576394 6.970553 10.391827 9.738607 11.091514 10.078319 6.941699 10.847617 7.569730 11.622375 9.092608 12.676385 13.355654 12.477354 5.975307 11.096159 7.707519 12.664937 11.252166 5.453257 13.583314 12.944125 10.424782 10.775526 7.600824 13.262562 13.124787 7.049307 10.433876 11.5425627 11.2194831 1.5347589 9.3356344 11.6331426 11.9705535 13.5637742 10.3057523 9.9159436 7.7075193 10.9004289 10.5919527 14.9524175 6.7386071 7.5697296 11.5302998 5.3123421 5.4822675 8.8783961 12.8622871 1.0492822 7.6432588 12.2873541 8.7894257 8.6859321 10.8355773 7.2232343 7.6902753 6.6640177 4.4278207 9.5315105 NA 2.4278207 6.5977442 NA 9.2132087 4.0493084 12.1033692 13.2659323 10.6481045 11.0046670 12.7370332 1.5347589 0.3123167 -1.2726458 10.1578321 9.1599215 8.0738931 10.7238531 12.3703338 9.4373249 5.8463203 10.2031129 11.9471531 10.0328713 9.3658154 5.4278207 3.4822675 9.2723053 10.1309242 8.3179665 10.0832812 TCGA-O2-A52V 75 1 1335 NA lung stage ii t3 n0 mx female 2006 NA yes NA lung squamous cell carcinoma- not otherwise specified (nos) 1 1976 NA black or african american not hispanic or latino NA NA 4 4 1 1 1 1 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2661211 NA 1.3341678 8.1733563 1.3341678 1.5565520 5.5219992 NA 10.9074841 8.4822053 5.2883475 9.3948485 7.9414826 6.0065785 NA NA NA 1.1713990 -0.2508519 7.1285687 11.2492849 8.0183165 3.9586478 8.3416469 1.3341678 11.8611407 6.9875949 2.8366513 -0.2508519 NA 6.7491896 NA 13.2728065 9.6960963 11.1111338 12.0328571 5.7826130 NA 11.2134805 6.1500702 9.7175760 3.7033887 NA 7.0065774 11.1197330 4.4771074 11.6341236 13.4730306 10.9439468 9.5815657 4.6799248 -0.2508519 10.1691501 NA 3.4496274 9.9427154 4.1415064 10.5553368 3.2727548 8.8836162 6.0711191 4.4216138 -1.2508519 1.0711448 6.6257074 NA NA 9.6226341 5.8784728 5.6071705 -0.2508519 10.6048371 0.8161491 2.4496406 0.7491481 6.4745902 2.2086109 0.7491481 9.0868119 NA 6.8524783 1.5295211 0.053385 0.173700 0.061443 1.401200 3.377200 0.245680 -0.064215 0.052741 0.052741 0.071609 0.069169 0.087464 0.087464 -0.326400 -0.282560 0.102280 -0.130720 -0.273860 0.266010 0.086741 0.501080 0.075490 -0.321870 -0.037556 0.027289 0.062010 0.093841 0.084573 -0.048925 -0.393690 -0.134130 0.053385 0.173700 0.061443 0.067809 -0.328950 -0.328950 -0.328950 -0.328950 -0.330340 -0.281500 -0.281500 -0.281500 -0.064215 -0.064215 -0.337500 0.052741 0.069169 0.069169 -0.338540 -0.326400 -0.326400 -0.326400 -0.326400 0.020975 0.020975 -0.327220 -0.328840 -0.282560 -0.282560 -0.308680 -0.271220 -0.271220 0.232950 -0.012367 -0.012367 0.023498 0.023498 -0.336580 0.075490 0.075490 -0.089464 0.027289 0.062010 -0.109910 -0.109910 -0.044887 0.011193 0.011193 0.011193 0.000000 -0.327 -0.327 -0.283 -0.283 -0.021 -0.123 -0.271 0.266 0.000 0.000 0.000 -0.337 0.000 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 -0.110 0.000 0.112 0.000 -0.102 0.226 -0.281 -0.281 0.246 0.000 -0.338 0.000 0.000 0.000 -0.318 -0.318 -0.326 -0.326 0.000 0.000 -0.327 -0.327 -0.283 -0.283 -0.021 -0.123 -0.271 0.266 0.000 0.000 0.000 -0.337 0.000 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 -0.110 0.000 0.112 0.000 -0.102 0.226 -0.281 -0.281 0.246 0.000 -0.338 0.000 0.000 0.000 -0.318 -0.318 -0.326 -0.326 0.000 0.000 8.9562042 7.5074133 1.7491910 5.5693696 7.5436057 10.0403607 11.3013787 8.8881785 10.0189010 1.3341678 7.0018551 2.3341392 1.0711448 12.0712589 0.3341106 10.7565677 7.8836165 8.6287732 11.0378600 14.8659400 4.5565459 10.7332524 11.4387512 1.3341678 9.9216175 NA 2.9971117 9.4321846 9.3114325 NA 4.1415064 14.9885275 8.0823455 9.8119107 4.5820802 10.9430233 10.3675755 10.559762 12.090709 10.168623 NA 9.156458 9.297049 10.947021 9.914725 8.260943 11.314054 7.241043 11.933568 10.006578 11.761116 14.063100 12.372957 10.180165 11.298734 9.614923 12.898381 10.444418 5.339854 13.473031 12.144590 10.359292 10.795632 7.820653 13.213083 12.108528 4.241039 10.756217 11.7055661 10.5198539 1.0711448 10.2450451 11.2661211 10.9762042 14.7396918 8.2370302 9.9039448 8.4990594 9.8564070 9.7200149 14.5735024 10.9074841 7.2410431 11.5332113 7.6040587 6.0438104 8.5931110 12.2337612 NA 7.8260056 11.4612870 8.7264699 9.3095227 9.6960963 8.9635091 8.0065780 5.8577148 6.4634361 9.9935538 2.5565520 1.5565520 7.6975570 0.3341106 9.3821852 4.5565459 11.6341236 13.1130510 11.2180685 11.0369023 10.9971175 4.6799248 1.0711448 -1.2508519 11.3700971 11.7886232 2.6560844 9.9427154 11.4954944 4.6560787 1.5565520 10.5553368 11.6127955 10.1665151 8.9875946 NA 10.0546818 9.5997753 9.9743974 8.4771106 11.4498464 TCGA-O2-A52W 63 1 261 NA lung stage i t2 n0 mx male 2006 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 2.5 1956 NA black or african american not hispanic or latino NA NA 6 1 NA NA 1 1 2 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9106729 0.6888517 3.0108156 8.1011017 NA 2.2738441 3.1039172 NA 9.7019744 2.8043634 NA 2.1039340 2.2738441 2.2738441 NA NA NA 1.4258352 -0.8962003 7.0581184 12.6774508 7.4122607 2.5633534 8.8078257 1.6888965 12.3319890 -0.8962003 NA NA 1.4258352 6.7259742 NA 12.9640351 9.8942704 11.3267169 11.0747469 3.7477741 NA 10.8999615 NA 8.2979892 2.2738441 NA NA 10.7700217 5.9281808 10.5499714 13.6637758 9.9336446 10.1726800 6.3800471 NA 9.6313990 NA 3.6274784 7.9835050 3.6274784 11.1472911 NA 5.4962386 5.7186329 4.0108156 NA 0.1039340 5.6737769 3.6274784 -0.8962003 9.6991794 7.2176640 NA NA 11.3820810 NA 2.5633534 0.9559079 2.2738441 NA 3.8043634 8.5406333 NA 7.8721060 2.1605007 0.00000000 0.29478000 0.29478000 1.07560000 -0.33034000 1.68010000 0.30802000 0.29732000 0.29732000 0.36469000 0.64039000 3.65690000 0.98256000 -0.32245000 -0.32048000 1.32060000 -0.32048000 -0.01511900 0.36109000 0.36109000 -0.31289000 -0.07100100 0.00062777 0.00062777 0.25879000 0.10315000 0.33295000 0.33295000 0.36962000 0.05060900 0.00813010 0.00000000 0.29478000 0.29478000 0.29478000 -0.32826000 -0.32826000 -0.32826000 1.07560000 -0.33034000 -0.33034000 -0.33034000 -0.33034000 -0.33196000 -0.33196000 0.32326000 0.29732000 0.36469000 -0.01539400 -0.33104000 -0.32350000 -0.32350000 -0.32350000 -0.32245000 0.96669000 0.96669000 -0.32953000 -0.32048000 -0.32048000 -0.32048000 -0.32048000 -0.01511900 -0.01511900 0.36109000 -0.31289000 -0.31289000 -0.11292000 -0.31370000 -0.07100100 -0.07100100 -0.07100100 0.00062777 0.25879000 0.10315000 -0.31090000 -0.33057000 -0.34165000 0.02406100 0.02406100 0.02406100 0.05331200 0.640 -0.327 -0.320 -0.320 1.048 -0.272 0.000 0.361 -0.313 -0.113 -0.113 0.000 0.000 0.000 0.000 0.259 0.259 0.000 0.000 0.333 0.333 -0.331 -0.309 0.295 0.295 -0.328 1.076 -0.330 -0.330 0.308 -0.024 0.297 0.297 0.365 0.365 0.652 0.983 -0.322 -0.322 0.000 0.000 0.640 -0.327 -0.320 -0.320 1.048 -0.272 0.000 0.361 -0.313 -0.113 -0.113 0.000 0.000 0.000 0.000 0.259 0.259 0.000 0.000 0.333 0.333 -0.331 -0.309 0.295 0.295 -0.328 1.076 -0.330 -0.330 0.308 -0.024 0.297 0.297 0.365 0.365 0.652 0.983 -0.322 -0.322 0.000 0.000 9.0740277 7.6037680 -0.8962003 4.9112745 7.5343745 9.4213346 10.7683692 7.5301870 9.9903807 2.1039340 7.8787088 NA NA 12.0265064 NA 10.5479015 8.5571926 8.4258499 10.4123805 14.0432257 4.8852815 10.5730549 12.4353988 2.1039340 10.1060337 NA 5.9619034 9.2460289 9.1900449 -0.6572177 3.7477741 15.6270550 7.6546690 7.8043614 3.1039172 10.5212471 10.0733085 10.534374 12.059572 10.205241 NA 11.161575 10.838208 10.711252 9.650816 7.842014 11.345905 7.069706 10.986382 11.376260 10.745071 13.277833 10.446552 5.658511 11.523216 8.825021 12.558735 10.036137 4.151810 13.663776 10.665687 10.089764 11.125596 7.696379 13.725052 12.374363 4.563353 13.069255 11.4059896 10.5862257 NA 9.2332050 11.9106729 11.2163614 14.6143418 7.9804389 9.6957621 9.1290614 10.0804861 9.9619030 14.3513303 9.7019744 7.0697065 11.2215651 5.2937457 5.7332784 6.8918250 10.4213345 -0.8962003 7.3035945 11.1483160 9.1993190 7.7763475 9.8942704 9.5015966 5.2937457 5.5301863 5.7332784 9.7121767 NA 2.4258621 8.7441668 NA 9.6097335 2.8043634 10.5499714 13.4480098 11.2754115 10.2788476 11.1130507 6.3800471 NA NA 9.6450185 11.8895788 4.9368122 7.9835050 10.7969732 4.3133765 7.1966788 11.1472911 12.6821767 10.4636715 7.7332784 1.6888965 9.4269767 9.8750565 10.2682004 8.2511268 11.5090634 TCGA-O2-A5IB 71 1 340 NA lung stage iii t3 n1 mx female 2005 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 2.5 1954 NA white not hispanic or latino NA NA 2 3 4 2 3 3 1 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.48311925 13.60754943 -0.90914657 NA 7.53788620 2.17826846 2.41272734 6.77814417 NA 10.84610785 8.23035434 NA 8.77555168 1.41272734 4.39458274 3.41272734 0.89816965 NA 2.81872788 NA 6.78080089 11.35788218 11.25649508 8.07094258 9.16695039 -0.32427438 6.28062789 0.09085343 2.79125147 NA 0.67572562 6.62996126 8.30269101 12.43301167 9.59760641 10.89795660 9.14201181 6.78777069 -1.90941752 10.76212288 -0.90914657 8.45036586 7.67576513 0.41272734 NA 11.47119773 2.55023579 11.60033053 11.81121608 10.81574304 10.53718840 5.80504734 NA 9.54098313 -1.90941752 3.99768984 6.49594454 2.33873817 8.66160746 0.67572562 10.22490838 6.18883410 3.87215896 -1.90941752 2.09081956 5.15689410 5.48311925 3.04500604 9.68092207 7.84569013 NA -1.90941752 11.25035894 1.04684025 2.17826846 8.23167096 9.51407116 1.89816965 -0.32427438 6.93315360 8.18751786 8.37273275 0.84358192 2.4611000 0.0000000 0.0000000 0.0335490 -0.0293630 -0.0033243 -0.0033243 0.8027400 0.8027400 -0.8908200 0.0190830 0.0359470 -0.0063668 0.0389090 -0.8278200 0.9534500 -0.0083005 0.0230050 0.0076392 0.0076392 0.2579300 0.0563700 1.8140000 1.8140000 0.0235660 0.0235660 0.0777180 0.0777180 0.0915900 1.1210000 0.9729600 -0.0060904 0.0000000 0.0000000 -0.8747900 -0.8956800 -1.2929000 -0.9099000 0.8223600 -0.8912800 -0.0293630 -0.0253460 -0.0253460 -0.0033243 -0.0140900 0.0123760 0.8558100 0.0190830 0.0572260 0.0348180 0.0650830 0.0389090 0.0389090 -0.8671200 0.1026400 0.1026400 -0.8667200 0.0289030 -0.8278200 -0.8278200 0.0672320 0.0220240 -0.8907300 0.0076392 -0.8020700 -0.6696600 -0.8558300 -0.8484300 0.0563700 0.0563700 0.0563700 1.8140000 0.0235660 0.0235660 0.1509900 -0.8652300 -0.8496300 -0.3114300 -0.3114300 -0.3114300 -0.3231000 -0.764 -0.867 0.000 -0.828 0.000 0.000 -0.877 0.000 -0.666 -0.841 -0.841 -0.855 0.000 1.814 1.814 0.000 0.000 0.000 0.000 0.000 0.000 0.151 0.000 0.000 0.000 -0.910 -0.121 -0.809 0.000 0.000 0.000 0.000 0.790 -0.891 0.000 0.000 0.000 0.000 -0.839 -0.311 -0.311 -0.764 -0.867 0.000 -0.828 0.000 0.000 -0.877 0.000 -0.666 -0.841 -0.841 -0.855 0.000 1.814 1.814 0.000 0.000 0.000 0.000 0.000 0.000 0.151 0.000 0.000 0.000 -0.910 -0.121 -0.809 0.000 0.000 0.000 0.000 0.790 -0.891 0.000 0.000 0.000 0.000 -0.839 -0.311 -0.311 4.92369116 10.10063159 NA 0.09085343 4.24055094 10.57235017 11.44394977 8.45136485 9.34936904 3.99768984 6.80160878 NA -0.90914657 12.94562263 NA 10.49939806 9.70182782 9.92052570 11.52940249 13.66598761 3.67577078 11.55023454 12.71907759 2.33873817 4.19932684 NA 1.67577078 8.97649940 9.47665448 0.26387573 8.81446391 13.59918578 8.86146692 9.03405033 4.81872277 10.74655723 9.61338450 11.2089329 12.3313707 11.3241230 0.6757256 9.4772044 4.1351983 10.6944293 11.1022049 9.7328546 11.3927277 7.6925737 9.4970025 10.2651044 11.7097619 13.8582891 10.3157090 5.7912437 12.0953745 9.5394355 14.3158220 11.1672845 7.4013702 11.8112161 12.9055356 12.0843606 12.1295505 7.4788206 14.5708784 11.3370982 4.4658439 11.6796347 9.736011 10.228435 7.248150 10.259162 13.607549 9.539435 14.322585 11.045363 10.258629 10.197366 10.346422 10.002195 12.134685 10.846108 7.692574 11.572476 8.020062 4.872164 7.985621 13.273546 NA 5.791244 11.566283 9.282479 8.229075 9.597606 9.063065 4.090803 4.961170 3.645390 10.869701 1.675771 9.123537 6.529595 -1.909418 10.006682 5.230353 11.600331 12.962034 11.399000 11.386572 11.876358 5.805047 -1.909418 NA 9.846108 11.767311 2.260718 6.495945 11.766209 4.749014 7.362266 8.661607 12.857228 10.915364 7.554327 NA 8.222660 8.458119 11.145068 7.414984 11.588530 TCGA-XC-AA0X 77 1 6 NA lung stage ia t1a n0 m0 female 2013 NA no NA lung squamous cell carcinoma- not otherwise specified (nos) 30 1953 r0 black or african american not hispanic or latino NA NA 2 4 NA NA 4 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.92705062 -0.93787829 NA 8.31001831 -0.93787829 1.38399453 5.44389171 0.64708421 8.05927036 6.09551307 NA 10.20036249 5.85650770 6.02787504 -0.93787829 1.64703815 0.06212171 1.28243981 0.64708421 7.41523726 12.03632601 9.68139357 3.45441281 9.23201576 4.48835433 10.76988122 NA 3.70594474 -0.93787829 4.06208716 6.60898513 4.55394410 14.02224833 9.86783455 10.53020557 11.65454774 4.81697851 NA 10.99872863 1.86943715 9.50331275 4.14955204 -0.93787829 7.79340953 12.43338410 5.38995909 10.97160879 12.29125348 10.68642927 10.01929438 5.83027561 NA 10.01701395 3.14955204 5.88226888 10.01191740 5.25191598 10.09482524 NA 8.84508886 7.67680053 7.08445870 1.06212171 -0.93787829 8.14955356 0.64708421 NA 9.30168915 5.77633564 2.52152821 NA 10.26849463 1.25114341 5.63194532 2.23201600 1.06212171 1.38399453 4.89498263 10.11737311 0.64708421 8.22196212 3.80947618 0.0237190 0.1256400 -0.0128510 0.9569300 -0.1022400 0.7222500 0.2885000 -0.1568200 -0.1568200 0.0302500 0.0302500 0.4444300 0.1024900 -0.1629400 0.4963200 0.0244080 0.0865220 -0.1926200 0.6524000 -0.0927420 -0.0259820 0.0112610 0.0366530 0.0366530 1.4522000 1.6263000 0.0188030 0.0188030 0.1523300 0.0075000 0.0237190 0.0237190 0.1256400 -0.3316800 -0.0239650 -0.1790400 -0.1790400 -0.1790400 0.2351900 -0.1305600 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8.29331208 10.31238916 11.14723113 8.65009316 9.80608363 1.06212171 7.55394410 NA 1.38399453 11.83626004 NA 11.45690972 8.10648495 8.56591661 11.11610817 14.67066318 5.52152192 10.59249703 11.88147149 0.13933851 13.83985970 -0.93787829 6.92007173 9.51639008 10.07259784 3.82815426 0.06212171 14.99794635 6.84345002 9.73097563 5.50503344 12.03489104 9.85080895 10.3681524 11.9485494 10.4218402 -0.9378783 8.4565532 9.0996376 11.7162792 9.1254858 9.4019408 10.2054739 7.7625302 10.9785972 10.0599758 11.9160844 13.7328023 11.9798357 9.7398103 10.6909919 9.8548810 14.1257386 11.1399078 5.6792999 12.2912535 11.7919238 11.0415159 10.1581469 8.1939476 13.1884871 11.9714213 4.0162913 11.0715694 11.0750643 11.0368637 2.2320160 9.3370512 11.9270506 10.3715670 14.5430979 9.2080229 8.7892624 8.7694498 10.0400503 8.8467255 15.4449342 8.0592704 7.7625302 11.5949336 9.1173732 5.4371312 10.7189625 12.2773203 -0.9378783 8.6950859 11.2298225 9.7149356 9.9454977 9.8678345 9.8086050 8.5378241 9.0886142 5.9075805 9.9935670 1.6470381 4.7059447 8.4457950 0.6470842 9.2282538 4.0162913 10.9716088 12.7764436 10.5703807 11.0757623 11.5192150 5.8302756 3.7059447 2.6470612 11.1365667 10.0851519 6.2715433 10.0119174 11.8428355 7.5619363 6.3288777 10.0948252 12.1957146 10.2048359 9.5619365 1.8694372 10.6522099 10.4697728 10.1997223 7.0677151 10.6352645 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA all_p NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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