case_id Age Sex Tumor_Size_cm Histologic_Grade Tumor_necrosis Path_Stage_pT Path_Stage_pN Stage BMI Tobacco_smoking_history MAP3K1_mutation GATA3_mutation PIK3CA_mutation TP53_mutation data_type CON BIN CON ORD BIN ORD ORD ORD CON ORD BIN BIN BIN BIN 01BR001 55 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 0 01BR015 35 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 01BR017 45 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 1 01BR018 66 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 1 01BR025 62 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 01BR026 48 Female NA NA NA NA NA NA NA NA 0 0 0 1 01BR027 80 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 01BR030 84 Female NA NA NA pT3 pN1 Stage III NA NA 0 1 0 0 01BR031 61 Female NA NA NA pT3 pN3 Stage III NA NA 1 0 0 0 01BR032 46 Female NA NA NA pT4 pN0 Stage III NA NA 0 1 0 0 01BR033 40 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 0 0 01BR040 40 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 01BR042 58 Female NA NA NA pT2 NA Stage II NA NA 0 0 0 1 01BR043 59 Female NA NA NA NA pN1 Stage II NA NA 1 0 0 1 03BR002 60 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 03BR004 88 Female NA NA NA pT2 pN1 Stage II NA NA 1 0 0 1 03BR005 61 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 03BR006 42 Female NA NA NA NA NA NA NA NA 0 0 0 1 03BR010 78 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 03BR011 71 Female NA NA NA NA NA NA NA NA 0 0 0 0 03BR013 52 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 05BR001 70 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 0 05BR003 37 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 05BR004 46 Female NA NA NA NA NA NA NA NA 0 0 1 0 05BR005 50 Female NA NA NA pT1 pN0 Stage I NA NA 0 0 0 0 05BR009 64 Female NA NA NA pT3 pN3 Stage III NA NA 0 0 1 0 05BR016 78 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 0 05BR026 71 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 05BR029 61 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 05BR038 52 Female NA NA NA pT1 pN0 Stage I NA NA 1 0 1 1 05BR042 40 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 05BR043 50 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 05BR044 62 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 05BR045 60 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 06BR003 75 Female NA NA NA pT2 pN0 Stage II NA NA 0 1 0 0 06BR005 58 Female NA NA NA pT1 pN1 Stage II NA NA 0 0 0 0 06BR006 51 Female NA NA NA NA NA NA NA NA 0 0 1 0 06BR014 51 Female NA NA NA pT2 pN1 Stage II NA NA 1 0 1 0 09BR004 75 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 09BR005 38 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 09BR007 77 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 0 11BR003 53 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 11BR004 54 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 11BR006 54 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR009 44 Female NA NA NA pT2 pN3 Stage III NA NA 0 0 0 0 11BR010 35 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 11BR011 71 Female NA NA NA pT2 pN2 Stage III NA NA 1 0 0 1 11BR012 77 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR013 70 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 11BR014 39 Female NA NA NA pT2 pN2 Stage III NA NA 1 0 1 0 11BR015 60 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 0 11BR016 30 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR017 74 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 1 1 11BR018 54 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 1 0 11BR019 61 Female NA NA NA pT2 pN0 Stage II NA NA 0 1 0 0 11BR020 37 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR022 48 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 11BR023 58 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR024 80 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR025 77 Female NA NA NA pT2 pN0 Stage II NA NA 1 0 0 0 11BR027 76 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR028 55 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR030 50 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR031 50 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 11BR032 49 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 11BR036 51 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 11BR038 47 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR040 67 Female NA NA NA pT2 pN2 Stage III NA NA 0 1 0 0 11BR042 71 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 11BR043 36 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 0 11BR044 48 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 1 1 11BR047 59 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 0 11BR049 45 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 0 11BR050 54 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR051 65 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 0 11BR053 61 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR054 84 Female NA NA NA pT2 pN0 Stage II NA NA 0 1 0 0 11BR055 56 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 11BR056 52 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 11BR058 65 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 11BR059 45 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 11BR060 52 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 0 11BR072 70 Female NA NA NA pT2 pN3 Stage III NA NA 0 0 1 0 11BR073 64 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 1 11BR074 66 Female NA NA NA pT2 pN2 Stage III NA NA 0 1 0 0 11BR075 79 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 0 1 11BR080 68 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 13BR009 75 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 14BR005 78 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 14BR008 66 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 1 0 14BR014 59 Female NA NA NA pT2 pN0 Stage II NA NA 1 0 0 0 15BR003 74 Female NA NA NA pT1 pN1 Stage II NA NA 0 1 0 0 16BR012 47 Female NA NA NA pT2 pN3 Stage III NA NA 1 0 1 0 18BR002 64 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 1 1 18BR003 65 Female NA NA NA pT2 pN0 Stage II NA NA 1 1 1 0 18BR004 76 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 18BR006 62 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 18BR007 64 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 18BR009 63 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 1 1 18BR010 41 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 1 0 18BR016 73 Female NA NA NA pT1 pN0 Stage I NA NA 0 0 1 0 18BR017 72 Female NA NA NA pT1 pN0 Stage I NA NA 0 0 0 0 18BR019 68 Female NA NA NA pT2 pN2 Stage III NA NA 0 0 0 0 20BR001 82 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 0 20BR002 90 Female NA NA NA pT2 NA Stage II NA NA 0 0 0 1 20BR005 47 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 0 1 20BR006 65 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 20BR007 55 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 20BR008 71 Female NA NA NA pT4 pN2 Stage III NA NA 0 0 1 0 21BR001 86 Female NA NA NA NA NA NA NA NA 0 0 0 1 21BR002 86 Female NA NA NA NA NA NA NA NA 0 0 1 0 21BR010 71 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 0 22BR005 46 Female NA NA NA pT2 pN1 Stage II NA NA 0 0 1 1 22BR006 55 Female NA NA NA pT3 pN1 Stage III NA NA 0 1 1 0 604 41 Female NA NA NA pT2 pN0 Stage II NA NA 0 0 0 1 01BR044 84 Female NA NA NA pT4 pN0 Stage III NA NA 0 0 1 1 09BR001 61 Female NA NA NA NA NA NA NA NA 0 0 0 0 01BR008 48 Female NA NA NA NA NA NA NA NA 0 0 0 1 01BR009 64 Female NA NA NA NA NA NA NA NA 0 0 0 1 01BR010 65 Female NA NA NA NA NA NA NA NA 0 0 1 0 01BR020 45 Female NA NA NA NA NA NA NA NA 0 0 0 1 01BR023 52 Female NA NA NA NA NA NA NA NA 0 0 0 0