Table 1 Characteristics of Eligible Patients.
Characteristics | Overall | Training cohort | Validation cohort | P-value |
|---|---|---|---|---|
(N=31,451) | (N =22,017) | (N = 9434) | ||
Age (%) | 0.2 | |||
22–65 years | 18,727 (59.5%) | 13,042 (59%) | 5685 (60%) | |
66–78 years | 9352 (29.7%) | 6614 (30%) | 2738 (29%) | |
≥ 79 years | 4063 (10.7%) | 2361 (11%) | 1011 (11%) | |
Race (%) | 0.3 | |||
White | 27,203 (86.5%) | 19,073 (87%) | 8130 (86%) | |
Black | 2273 (7.2%) | 1560 (7.1%) | 713 (7.6%) | |
Other† | 1975 (6.3%) | 1384 (6.3%) | 591 (6.3%) | |
Marriage (%) | > 0.9 | |||
Married | 19,078 (60.7%) | 13,355 (61%) | 5723 (61%) | |
Unmarried | 3840 (12.2%) | 2688 (12%) | 1152 (12%) | |
Separated | 8533 (27.1%) | 5974 (27%) | 2559 (27%) | |
Primary site (%) | 0.2 | |||
UO | 11,370 (36.2%) | 7978 (36%) | 3392 (36%) | |
CP | 1780 (5.7%) | 1234 (5.6%) | 546 (5.8%) | |
UI | 3209 (10.2%) | 2275 (10%) | 934 (9.9%) | |
LI | 1154 (3.7%) | 829 (3.8%) | 325 (3.4%) | |
NP | 116 (0.4%) | 83 (0.4%) | 33 (0.3%) | |
LO | 2275 (7.2%) | 1629 (7.4%) | 646 (6.8%) | |
AT | 146 (0.5%) | 106 (0.5%) | 40 (0.4%) | |
OL | 7153 (22.7%) | 4923 (22%) | 2230 (24%) | |
NOS | 4248 (13.5%) | 2960 (13%) | 1288 (14%) | |
Laterality (%) | 0.1 | |||
Left | 16,167 (51.4%) | 11,250 (51%) | 4917 (52%) | |
Right | 15,284 (48.6%) | 10,767 (49%) | 4517 (48%) | |
Grade (%) | 0.5 | |||
I/II | 28,544 (90.8%) | 19,997 (91%) | 8547 (91%) | |
III/IV | 2907 (9.2%) | 2020 (9.2%) | 887 (9.4%) | |
ER (%) | 0.3 | |||
Positive | 30,691 (97.6%) | 21,497 (98%) | 9194 (97%) | |
Negative | 760 (2.4%) | 520 (2.4%) | 240 (2.5%) | |
PR (%) | 0.5 | |||
Positive | 26,262 (83.5%) | 18,406 (84%) | 7856 (83%) | |
Negative | 5189 (16.5%) | 3611 (16%) | 1578 (17%) | |
HER2 (%) | 0.2 | |||
Negative | 792 (2.5%) | 566 (2.6%) | 226 (2.4%) | |
Positive | 17,045 (54.2%) | 11,858 (54%) | 5187 (55%) | |
Unknown | 17,237 (43.3%) | 9593 (44%) | 4021 (43%) | |
Tumor size (%) | 0.4 | |||
≤ 20 mm | 15,682(49.9%) | 10,989 (50%) | 4693 (50%) | |
20–50 mm | 10,669(33.9%) | 7496 (34%) | 3173 (34%) | |
≥ 50 mm | 5100(16.2%) | 3532(16%) | 1568(17%) | |
LNR (%) | 0.7 | |||
0.00–0.53 | 27,787 (88.4%) | 19,462 (88%) | 8325 (88%) | |
0.54–1 | 3664 (11.6%) | 2555 (12%) | 1109 (12%) | |
Surgery (%) | 0.2 | |||
Mastectomy | 17,021 (54.1%) | 11,840 (54%) | 5181 (55%) | |
Breast conservation | 14,338 (45.6%) | 10,115 (46%) | 4223 (45%) | |
NOS | 12 (0%) | 8 (<0.1%) | 4 (<0.1%) | |
No/unknown | 80 (0.3%) | 54 (0.2%) | 26 (0.3%) | |
Radiation (%) | 0.9 | |||
Yes | 16,807 (53.4%) | 11,771 (53%) | 5036 (53%) | |
No/unknown | 14644 (46.6%) | 10,246 (47%) | 4398 (47%) | |
Chemotherapy (%) | >0.9 | |||
No/unknown | 19,862 (63.2%) | 13,900 (63%) | 5962 (63%) | |
Yes | 14,252 (36.8%) | 8117 (37%) | 3472 (37%) | |
CS stage (%) | 0.2 | |||
Localized | 19,424 (61.8%) | 13,646 (62%) | 5778 (61%) | |
Regional | 14,253 (38.2%) | 8371 (38%) | 3656 (39%) | |
ILC specific death (%) | 0.5 | |||
No | 28,034 (89.1%) | 19,641 (89%) | 8393 (89%) | |
Yes | 3417 (10.9%) | 2376 (11%) | 1041 (11%) | |
All cause death (%) | >0.9 | |||
No | 23,497 (74.7%) | 16,452 (75%) | 7045 (75%) | |
Yes | 7954 (25.3%) | 5565 (25%) | 2389 (25%) | |
Survival (months) | ||||
Median (Range), [IQR] | 101 (1–203), [72–138] | 101 (1–203), [72–138] | 99 (1–203), [71–136] | |