Table 2.
Variable | Training data (N = 14,781) | Validation data (N = 29,727) | ||
---|---|---|---|---|
N | % | N | % | |
Racea | ||||
White | 10,853 | 73 | 16,812 | 57 |
Black | 1391 | 9 | 1303 | 4 |
Hispanic | 1767 | 12 | 784 | 3 |
Other | 770 | 5 | 785 | 3 |
Unknown | 0 | 0 | 10,043 | 34 |
Age | ||||
<40 | 1582 | 11 | 1913 | 6 |
40–69 | 11,351 | 77 | 22,151 | 75 |
≥70 | 1848 | 12 | 5663 | 19 |
Menopausal statusb | ||||
Premenopausal | 5182 | 35 | 17,332 | 58 |
Postmenopausal | 9599 | 65 | 12,395 | 42 |
Anatomic stage | ||||
I | 7688 | 52 | 16,607 | 56 |
IIA | 3694 | 25 | 8327 | 28 |
IIB | 1870 | 13 | 3331 | 11 |
IIIA–IIIB | 1076 | 7 | 737 | 3 |
IIIC | 453 | 3 | 725 | 2 |
Nuclear gradec | ||||
1 | 1885 | 13 | 6723 | 23 |
2 | 6627 | 45 | 13,884 | 47 |
3 | 6269 | 42 | 9120 | 31 |
ER statusd | ||||
Positive | 11,623 | 79 | 24,646 | 83 |
Negative | 3154 | 21 | 5077 | 17 |
Unknown | 4 | 0 | 4 | 0 |
PR statusd | ||||
Positive | 9790 | 66 | 21,827 | 74 |
Negative | 4944 | 33 | 7856 | 27 |
Unknown | 47 | 0 | 44 | 0 |
Hormone receptor (HR) statuse | ||||
HR+c | 11,888 | 80 | 24,989 | 84 |
HR−d | 2893 | 20 | 4738 | 16 |
HER2 statusd,f | ||||
Positive | 1175 | 8 | 1086 | 4 |
Negative | 13,606 | 92 | 28,641 | 96 |
Biomarker subgroups | ||||
TNBC | 2431 | 16 | 4401 | 15 |
HR+/HER2– | 11,175 | 76 | 24,240 | 82 |
HR+/HER2+e | 713 | 5 | 749 | 3 |
HR−/HER2+ | 462 | 3 | 337 | 1 |
Chemotherapyf | ||||
TNBC | 1914 | 79 | 3459 | 79 |
HR+/HER2− | 5035 | 45 | 8866 | 37 |
HR+/HER2+ | 657 | 92 | 748 | 100 |
HR−/HER2+ | 426 | 92 | 335 | 99 |
aFor NCCN data, race background and ethnicity variables were used to obtain this variable.
bClinically defined based on history; if not recorded, age is considered (≥60: postmenopausal; <60: premenopausal).
cHistologic grade or nuclear grade (if histologic grade is not available); Training Data, HG (n = 4724); NG (n = 10,057); Validation Data, HG (n = 29,466); NG (n = 12,434).
dBiomarker definitions in database are reflective of evolution of national guidelines28,38,54–56.
eHR+:ER+ or PR+; HR−: ER− and PR−.
fAll HER2+ patients included in the multivariate analysis received adjuvant trastuzumab.