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case_id Age Sex Tumor_Size_cm Histologic_Grade Tumor_necrosis Path_Stage_pT Path_Stage_pN Stage BMI Tobacco_smoking_history CASP8_mutation FAT1_mutation ARID1A_mutation PIK3CA_mutation TP53_mutation CDKN2A_mutation NOTCH1_mutation data_type CON BIN CON ORD BIN ORD ORD ORD CON ORD BIN BIN BIN BIN BIN BIN BIN C3L-00977 56 Male 1.2 G1 Well differentiated Not identified pT1 pN1 Stage III 33.21 past smoker 0 0 0 0 1 0 0 C3L-00987 61 Male 4 G2 Moderately differentiated Present pT2 pN1 Stage III 24.15 current smoker 0 0 0 0 1 0 0 C3L-00994 50 Male 3 G2 Moderately differentiated Present pT2 pN0 Stage II 21.74 past smoker 0 0 0 0 1 0 0 C3L-00995 56 Male 4 G1 Well differentiated Not identified pT2 pN1 Stage III 20.76 past smoker 0 0 0 0 1 0 0 C3L-00997 47 Male 4 G2 Moderately differentiated Present pT2 pN1 Stage II 21.83 past smoker 0 0 0 0 1 0 1 C3L-00999 56 Male 2.2 G1 Well differentiated Present pT2 pN0 Stage II 26.47 current smoker 0 0 0 0 1 1 1 C3L-01138 62 Male 6 G1 Well differentiated Not identified pT4 pN1 Stage IV 21.13 current smoker 0 0 0 0 1 0 1 C3L-01237 57 Male 4 G2 Moderately differentiated Not identified pT2 pN2 Stage IV 17.43 past smoker 0 0 0 0 1 0 0 C3L-02617 64 Male 6 G3 Poorly differentiated Present pT2 NA Stage II 23.04 current smoker 0 0 0 0 1 1 1 C3L-02621 68 Male 0.6 G3 Poorly differentiated Present pT1 NA Stage I 25.25 current smoker 0 0 1 0 0 1 0 C3L-02651 81 Male 2.5 G2 Moderately differentiated Present pT2 NA Stage II 20.9 current smoker 0 0 0 0 1 0 1 C3L-03378 54 Male 1.8 G2 Moderately differentiated Present pT4 pN2 Stage IV 22.13 current smoker 0 0 0 0 1 0 0 C3L-04025 69 Male 1.5 G2 Moderately differentiated Not identified pT1 NA Stage I 24.15 non-smoker 1 0 0 0 0 0 0 C3L-04354 60 Male 2 G3 Poorly differentiated Present pT2 NA Stage II 26.23 current smoker 0 0 0 0 1 0 0 C3L-04791 81 Male 3 G2 Moderately differentiated Present pT1 NA Stage I 23.15 non-smoker 1 1 1 0 1 0 1 C3L-04844 61 Female 6 G2 Moderately differentiated Not identified pT4 pN3 Stage IV 20.73 current smoker 0 1 0 1 1 1 0 C3L-04849 63 Male 4.7 G2 Moderately differentiated Present pT4 pN3 Stage IV 31.63 current smoker 0 0 0 0 1 1 0 C3N-00204 63 Female 3.2 G3 Poorly differentiated Not identified pT3 pN1 Stage III 19.22 non-smoker 0 1 1 1 1 0 1 C3N-00295 53 Female 2.2 G2 Moderately differentiated Not identified pT3 NA Stage III 23.31 NA 0 0 1 0 1 1 0 C3N-00297 69 Male 3.5 G2 Moderately differentiated Not identified pT2 pN0 Stage II 16.9 NA 0 1 0 0 0 1 0 C3N-00299 54 Male 3.1 G2 Moderately differentiated Not identified pT2 pN0 Stage II 20 NA 1 1 0 0 1 1 1 C3N-00306 50 Male 3 G2 Moderately differentiated Not identified pT3 pN0 Stage III 29 NA 0 1 0 0 1 1 0 C3N-00307 70 Male 3 G3 Poorly differentiated Not identified pT4 NA Stage IV 33.41 NA 0 0 0 0 1 0 0 C3N-00498 63 Male 3 G2 Moderately differentiated Not identified pT2 pN1 Stage III 27.12 NA 0 1 0 0 1 0 0 C3N-00519 67 Male 3 G2 Moderately differentiated Not identified pT2 pN0 Stage II 23.39 past smoker 1 0 0 0 0 0 0 C3N-00822 53 Female 2 G2 Moderately differentiated Not identified pT3 pN0 Stage III 26 NA 0 1 0 0 1 0 0 C3N-00825 53 Male 2 G2 Moderately differentiated Not identified pT2 pN0 Stage II 25 current smoker 0 0 0 0 1 1 0 C3N-00828 67 Male 4 G2 Moderately differentiated Not identified pT2 NA Stage II 28.01 past smoker 0 1 0 0 1 0 1 C3N-00829 53 Male 2 G2 Moderately differentiated Not identified pT2 pN2 Stage IV 24 NA 0 0 0 0 1 0 0 C3N-00846 67 Male 2 G1 Well differentiated Not identified pT1 NA Stage I 25.22 current smoker 1 1 0 0 1 1 0 C3N-00857 64 Male 3 G2 Moderately differentiated Not identified pT4 pN1 Stage IV 21 NA 0 0 0 0 1 0 0 C3N-00871 58 Male 5.2 G2 Moderately differentiated Not identified pT3 pN2 Stage IV 18 NA 0 1 0 0 1 0 0 C3N-01337 52 Male 5 G1 Well differentiated Not identified pT4 pN2 Stage IV 20 current smoker 0 1 0 0 1 1 1 C3N-01338 50 Male 3.5 G2 Moderately differentiated Not identified pT2 pN1 Stage III 24 NA 0 0 0 0 1 0 0 C3N-01339 68 Female 3.4 G3 Poorly differentiated Present pT4 pN1 Stage IV 22 NA 0 0 0 0 1 1 0 C3N-01340 72 Male 4 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 25 past smoker 0 0 0 0 1 0 1 C3N-01620 56 Male 4.5 G2 Moderately differentiated Not identified pT3 pN0 Stage III 31 NA 0 0 0 0 0 0 0 C3N-01645 71 Male 3 G2 Moderately differentiated Not identified pT3 pN0 Stage III 28 NA 0 1 0 0 1 1 0 C3N-01752 73 Male 5.6 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 19 NA 0 0 0 0 1 0 0 C3N-01754 64 Male 4.5 G2 Moderately differentiated Present pT3 pN0 Stage III 22 past smoker 0 0 0 0 1 0 1 C3N-01755 68 Male 5 G2 Moderately differentiated Not identified pT3 pN1 Stage III 24 past smoker 0 1 0 0 1 0 0 C3N-01756 62 Male 4.5 G2 Moderately differentiated Not identified pT3 pN2 Stage IV 21 current smoker 0 0 0 0 1 0 0 C3N-01757 64 Male 2.7 G2 Moderately differentiated Not identified pT2 NA Stage II 23 NA 0 0 0 0 1 0 0 C3N-01758 59 Male 4 G2 Moderately differentiated Present pT4 pN1 Stage IV 23 past smoker 0 0 0 0 1 0 1 C3N-01858 62 Male 3.2 G2 Moderately differentiated Not identified pT3 pN3 Stage IV 25 past smoker 0 0 0 0 1 0 1 C3N-01859 67 Male 3.5 G2 Moderately differentiated Present pT4 pN2 Stage IV 24 past smoker 0 0 0 0 1 1 0 C3N-01943 63 Male 5 G2 Moderately differentiated Not identified pT4 pN3 Stage IV 31 NA 0 0 1 0 0 0 1 C3N-01944 65 Male 3.5 G3 Poorly differentiated Present pT4 pN1 Stage IV 26 current smoker 0 0 1 0 1 0 0 C3N-01945 61 Male 4 G2 Moderately differentiated Not identified pT2 pN1 Stage III 16 past smoker 0 0 0 0 1 0 0 C3N-01946 64 Male 1.5 G2 Moderately differentiated Not identified pT2 pN0 Stage II 26.79 past smoker 0 0 0 1 1 0 1 C3N-01947 49 Male 5.5 G2 Moderately differentiated Not identified pT3 pN2 Stage IV 22 non-smoker 1 0 0 0 1 0 0 C3N-01948 55 Female 4 G2 Moderately differentiated Not identified pT4 pN2 Stage IV 19 NA 0 0 0 0 1 0 0 C3N-02275 69 Male 3.5 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 31 NA 1 1 0 1 1 0 0 C3N-02279 59 Male 4 G2 Moderately differentiated Present pT3 pN0 Stage III 17 past smoker 0 1 0 1 1 0 1 C3N-02333 61 Male 4 G2 Moderately differentiated Present pT4 NA Stage IV 20.9 past smoker 0 1 0 0 1 0 1 C3N-02694 57 Male 2.5 G2 Moderately differentiated Not identified pT2 pN2 Stage IV 28 past smoker 0 0 0 0 0 0 0 C3N-02695 45 Male 3.7 G1 Well differentiated Not identified pT3 pN0 Stage III 25 current smoker 0 0 0 0 1 0 0 C3N-02700 80 Female 3.5 G1 Well differentiated Not identified pT2 NA Stage II 24.98 non-smoker 0 0 0 0 1 1 1 C3N-02713 64 Male 3.3 G3 Poorly differentiated Present pT3 pN2 Stage IV 20.68 current smoker 0 1 1 0 1 0 0 C3N-02714 23 Male 2.5 G2 Moderately differentiated Present pT2 NA Stage II 26.87 non-smoker 0 0 0 0 1 0 0 C3N-02716 76 Male 1.2 G1 Well differentiated Present pT1 NA Stage I 35.06 current smoker 1 1 1 0 0 0 1 C3N-02727 49 Male 3.5 G2 Moderately differentiated Present pT4 NA Stage IV 25.86 current smoker 0 0 0 0 1 0 0 C3N-02730 40 Male 2 G2 Moderately differentiated Not identified pT1 pN1 Stage III 23.66 non-smoker 0 0 0 0 1 1 0 C3N-02925 68 Female 4.2 G2 Moderately differentiated Not identified pT3 pN2 Stage IV 20.7 non-smoker 0 0 0 0 1 0 0 C3N-03008 65 Female 4 G2 Moderately differentiated Not identified pT4 pN2 Stage IV 21 current smoker 0 1 0 0 1 1 0 C3N-03009 58 Male 2 G2 Moderately differentiated Not identified pT1 pN0 Stage I 17 current smoker 0 0 1 1 1 0 0 C3N-03011 62 Male 2 G3 Poorly differentiated Not identified pT2 pN2 Stage IV 23.85 past smoker 0 0 0 0 1 0 0 C3N-03012 71 Male 4 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 27 past smoker 0 0 0 0 1 0 0 C3N-03013 59 Male 3 G2 Moderately differentiated Not identified pT2 NA Stage II 29 non-smoker 0 1 0 1 1 0 0 C3N-03015 61 Male 1 G3 Poorly differentiated Not identified pT4 pN2 Stage IV 31 non-smoker 0 0 0 0 0 0 0 C3N-03027 65 Male 1 G2 Moderately differentiated Not identified pT2 pN0 Stage II 20 current smoker 0 0 0 0 0 0 0 C3N-03028 59 Male 3 G2 Moderately differentiated Not identified pT2 pN2 Stage IV 21 current smoker 1 0 0 0 1 0 0 C3N-03042 67 Female 5.2 G2 Moderately differentiated Not identified pT4 pN3 Stage IV NA NA 0 0 0 0 1 0 0 C3N-03045 77 Male 2.2 G1 Well differentiated Not identified pT2 pN1 Stage III NA NA 0 0 0 0 1 0 0 C3N-03226 54 Male 3 G2 Moderately differentiated Not identified pT2 pN2 Stage IV 24.44 current smoker 0 0 0 1 1 1 1 C3N-03433 76 Male 2.4 G2 Moderately differentiated Not identified pT2 pN0 Stage II 29 current smoker 0 0 0 0 1 0 0 C3N-03456 64 Male 7 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 25 current smoker 0 0 0 0 1 0 1 C3N-03457 71 Male 2 G2 Moderately differentiated Not identified pT2 pN0 Stage II 25 past smoker 0 0 0 0 1 1 1 C3N-03458 70 Male 2 G1 Well differentiated Not identified pT2 pN0 Stage II 24 current smoker 0 0 1 0 1 0 1 C3N-03487 53 Female 4 G2 Moderately differentiated Present pT4 pN0 Stage IV 49.08 non-smoker 0 0 0 0 1 0 0 C3N-03488 64 Male 5 G2 Moderately differentiated Present pT3 NA Stage III 17.44 current smoker 0 0 0 0 1 0 1 C3N-03490 64 Male 4.5 G2 Moderately differentiated Not identified pT3 pN0 Stage III 27.76 non-smoker 0 0 0 0 1 0 0 C3N-03612 51 Male 2 G2 Moderately differentiated Present pT3 NA Stage III 30.06 non-smoker NA NA NA NA NA NA NA C3N-03619 59 Male 3 G2 Moderately differentiated Present pT2 pN0 Stage II 23.66 current smoker 0 0 0 0 1 0 0 C3N-03620 61 Male 4 G2 Moderately differentiated Not identified pT2 NA Stage II 31.89 non-smoker 0 0 0 0 0 1 0 C3N-03664 58 Male 3 G2 Moderately differentiated Not identified pT4 pN2 Stage IV 23.24 non-smoker 0 0 0 0 1 0 1 C3N-03781 68 Male 4 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 30 past smoker 0 0 0 1 1 0 0 C3N-03782 50 Female 3 G1 Well differentiated Not identified pT4 pN0 Stage IV 22 current smoker 0 0 0 0 1 0 0 C3N-03783 67 Male 2 G1 Well differentiated Not identified pT2 pN2 Stage IV 32 current smoker 0 1 0 0 1 1 0 C3N-03785 66 Male 1.2 G2 Moderately differentiated Not identified pT1 NA Stage I 32 current smoker 0 0 0 0 1 0 0 C3N-03837 54 Male 4.5 G1 Well differentiated Not identified pT3 pN0 Stage III 23.88 non-smoker 1 1 0 0 1 1 0 C3N-03841 59 Male 3 G3 Poorly differentiated Not identified pT3 pN1 Stage III 19.84 current smoker 0 0 0 0 1 0 0 C3N-03849 55 Male 7 G1 Well differentiated Not identified pT4 pN2 Stage IV 21.48 non-smoker 0 0 0 0 1 0 0 C3N-03876 65 Male 2.5 G1 Well differentiated Not identified pT3 pN2 Stage IV 19.27 past smoker 0 0 0 0 1 0 0 C3N-03878 52 Male 2 G1 Well differentiated Not identified pT3 pN1 Stage III 19.03 current smoker 0 0 0 0 1 0 0 C3N-03888 58 Male 2 G2 Moderately differentiated Present pT3 NA Stage III 37.45 current smoker 0 0 0 0 1 1 0 C3N-03889 53 Male 4 G2 Moderately differentiated Present pT4 pN0 Stage IV 32.6 current smoker 0 0 0 0 0 0 1 C3N-03928 60 Female 3 G1 Well differentiated Present pT2 pN1 Stage III 38.77 non-smoker 0 0 0 0 1 0 0 C3N-03933 70 Female 3 G2 Moderately differentiated Present pT2 pN1 Stage III 25.39 non-smoker 1 0 0 0 1 1 0 C3N-04152 54 Male 4.5 G2 Moderately differentiated Present pT4 pN2 Stage IV 22.98 non-smoker 0 0 1 0 1 0 0 C3N-04273 73 Male 2 G2 Moderately differentiated Present pT2 pN2 Stage IV 25 past smoker 0 0 0 0 1 0 0 C3N-04275 61 Male 2 G1 Well differentiated Not identified pT2 pN0 Stage II 23 current smoker 0 0 0 0 0 0 0 C3N-04276 68 Male 5 G2 Moderately differentiated Not identified pT4 pN0 Stage IV 29 past smoker 0 1 0 0 1 1 0 C3N-04277 72 Male 1 G2 Moderately differentiated Not identified pT3 NA Stage III 26 current smoker 0 1 0 0 1 0 0 C3N-04278 71 Male 4 G2 Moderately differentiated Not identified pT3 NA Stage III 30 past smoker 0 1 0 0 1 1 0 C3N-04279 65 Male 3 G2 Moderately differentiated Not identified pT2 pN0 Stage II 22 current smoker 0 0 0 0 1 0 0 C3N-04280 65 Male 4 G1 Well differentiated Not identified pT2 pN0 Stage II 32 past smoker 0 1 0 1 0 0 1 C3N-04611 55 Male 6 G2 Moderately differentiated Present pT3 NA Stage III 24.49 current smoker 0 0 0 0 1 1 0 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