Introduction
Methods
Experimental design and clinical endpoint
Patients
Patient and treatment characteristics N = 110 | ||||||
---|---|---|---|---|---|---|
Parameters | Pilot phase N = 23 | Validation phase N = 87 | ||||
Relapse N = 13 (%) | Control N = 10 (%) | p value | Relapse N = 24 (%) | Control N = 63 (%) | p value | |
Age at diagnosis (years) | ||||||
Median | 57 | 54 | 0.784 | 50 | 52 | 0.658 |
Range | 36–71 | 35–74 | 33–79 | 37–78 | ||
Menopause (N) | ||||||
No | 3 (23%) | 2 (20%) | 0.842 | 9 (38%) | 29 (46%) | 0.126 |
Yes | 7 (54%) | 5 (50%) | 14 (58%) | 26 (41%) | ||
Unclear | 3 (23%) | 3 (30%) | 1 (4%) | 8 (13%) | ||
T (N) | ||||||
T1 | 7 (54%) | 4 (40%) | 0.738 | 20 (83%) | 54 (86%) | 0.904 |
T2 | 6 (46%) | 6 (60%) | 4 (17%) | 9 (14%) | ||
N (N) | ||||||
N0 | 11 (85%) | 7 (70%) | 0.832 | 18 (75%) | 49 (78%) | 0.989 |
N1 | 1 (8%) | 2 (20%) | 6 (25%) | 17 (22%) | ||
N2 | 1 (8%) | 1 (10%) | 0 (0%) | 0 (0%) | ||
M (N) | ||||||
M0 | 13 (100%) | 10 (100%) | 1 | 24 (100%) | 66 (100%) | 1 |
Grading (N) | ||||||
G1 | 0 (0%) | 0 (0%) | 0.784 | 3 (13%) | 5 (8%) | 0.434 |
G2 | 6 (46%) | 5 (50%) | 13 (54%) | 44 (70%) | ||
G3 | 7 (54%) | 5 (50%) | 8 (33%) | 14 (22%) | ||
Histology (N) | ||||||
IDC | 11 (85%) | 10 (100%) | 0.784 | 17 (71%) | 51 (81%) | 0.246 |
ILC | 2 (15%) | 0 (0%) | 4 (17%) | 6 (8.5%) | ||
Other | 0 (0%) | 0 (0%) | 3 (13%) | 6 (8.5%) | ||
In situ component (N) | ||||||
Yes | 12 (92%) | 3 (30%) | 0.376 | 14 (58%) | 40 (63%) | 0.569 |
No | 1 (8%) | 7 (70%) | 10 (42%) | 23 (37%) | ||
Receptors (N) | ||||||
ER positive | 6 (46%) | 6 (60%) | 0.605 | 18 (75%) | 51 (81%) | 0.459 |
ER negative | 7 (54%) | 4 (40%) | 6 (25%) | 12 (19%) | ||
PR positive | 7 (54%) | 4 (40%) | 0.446 | 17 (71%) | 46 (73%) | 0.723 |
PR negative | 6 (46%) | 6 (60%) | 7 (29%) | 17 (27%) | ||
her2neu (N) | ||||||
Positive | 8 (62%) | 3 (30%) | 0.208 | 9 (38%) | 18 (29%) | 0.725 |
Negative | 5 (38%) | 7 (70%) | 14 (58%) | 33 (52%) | ||
Not assessable | 0 (0%) | 0 (0%) | 1 (4%) | 12 (18%) | ||
Proliferation index (N) | ||||||
ki67 < 20% | 8 (62%) | 3 (30%) | 0.208 | 14 (58%) | 46 (73%) | 0.179 |
ki67 > 20% | 5 (38%) | 7 (70%) | 10 (42%) | 17 (27%) | ||
Not assessable | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Boost | ||||||
Intraoperative (N) | 7 (54%) | 5 (50%) | 0.879 | 10 (42%) | 24 (38%) | 0.996 |
Percutaneous (N) | 6 (46%) | 5 (50%) | 14 (58%) | 39 (62%) | ||
None | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Intraoperative dose (Gy) | 10 | 10 | 10 | 10 | ||
Percutaneous dose (Gy) | 12 | 12 | 12 | 12 | ||
WBRT dose (Gy) | ||||||
Median | 54 | 54 | 0.648 | 54 | 54 | 0.571 |
Range | 52.2–55.6 | 51–56 | 51–59 | 52.2–57 | ||
Surgery (N) | ||||||
BCT | 13 (100%) | 10 (100%) | 0.693 | 24 (100%) | 63 (100%) | 1 |
Mastectomy | 0 (0%) | 0 (0%) | 0 (0%) | 0 0%) | ||
Re-excision (N) | ||||||
Yes | 5 (38%) | 1 (10%) | 0.483 | 10 (42%) | 27 (43%) | 0.8 |
No | 8 (62%) | 9 (90%) | 14 (58%) | 36 (57%) | ||
Year of surgery (N) | ||||||
Before 1998 | 3 (23%) | 3 (30%) | 0.784 | 12 (50%) | 31 (49%) | 0.76 |
Since 1998 | 10 (77%) | 7 (70%) | 12 (50%) | 32 (51%) | ||
Chemotherapy (N) | ||||||
Yes | 6 (46%) | 4 (40%) | 0.41 | 9 (38%) | 16 (26%) | 0.168 |
No | 7 (54%) | 6 (60%) | 15 (63%) | 47 (74%) | ||
Anti-hormonal treatment (N) | ||||||
Yes | 8 (62%) | 4 (40%) | 0.522 | 13 (54%) | 42 (67%) | 0.203 |
No | 5 (38%) | 6 (60%) | 10 (42%) | 19 (30%) | ||
Unclear | 0 (0%) | 0 (0%) | 1 (4%) | 2 (3%) | ||
Tumor burden (%) | ||||||
Median | 70 | 70 | 0.101 | 70 | 70 | 0.401 |
Range | 50–90 | 50–90 | 50–90 | 50–90 |
Clinical outcome N = 110 | ||||
---|---|---|---|---|
Parameter | Pilot phase N = 23 | Validation phase N = 87 | ||
Relapse N = 13 | Control N = 10 | Relapse N = 24 | Control N = 63 | |
Follow up (months) | ||||
Median | 139 | 133 | 125 | 142 |
Range | 26–190 | 98–187 | 44–196 | 17–207 |
Cancer related deaths (N) | 3 (23%) | 0 (0%) | 6 (25%) | 0 (0%) |
Local relapse | 13 (100%) | 0 (0%) | 24 (100%) | 0 (0%) |
Distant metastasis | 2 (15%) | 0 (0%) | 7 (29%) | 0 (0%) |
Patient and treatment characteristics N = 41 | ||||||
---|---|---|---|---|---|---|
Parameters | Pilot phase N = 21 | Validation phase N = 20 | ||||
Relapse N = 13 (%) | Control N = 8 (%) | p value | Relapse N = 9 (%) | Control N = 11 (%) | p value | |
Patient characteristics | ||||||
Age at diagnosis (years) | ||||||
Median | 57 | 62.5 | 0.336 | 57 | 56 | 0.295 |
Range | 36–71 | 41–74 | 40–79 | 44–78 | ||
Menopause (N) | ||||||
No | 3 (23%) | 1 (13%) | 0.633 | 2 (22%) | 4 (36%) | 0.603 |
Yes | 7 (54%) | 5 (63%) | 7 (78%) | 7 (64%) | ||
Unclear | 3 (23%) | 2 (25%) | 0 (0%) | 0 (0%) | ||
T (N) | ||||||
T1 | 7 (54%) | 2 (25%) | 1 | 8 (89%) | 9 (82%) | 0.824 |
T2 | 6 (46%) | 6 (75%) | 1 (11%) | 2 (18%) | ||
N (N) | ||||||
N0 | 11 (85%) | 6 (75%) | 0.595 | 7 (78%) | 5 (45%) | 0.412 |
N1 | 1 (8%) | 1 (13%) | 2 (22%) | 6 (55%) | ||
N2 | 1 (8%) | 1 (13%) | 0 (0%) | 0 (0%) | ||
M (N) | ||||||
M0 | 13 (100%) | 8 (100%) | 1 | 9 (100%) | 11 (100%) | 1 |
Grading (N) | ||||||
G1 | 0 (0%) | 0 (0%) | 0.804 | 2 (22%) | 2 (18%) | 0.941 |
G2 | 6 (46%) | 4 (50%) | 4 (44%) | 6 (55%) | ||
G3 | 7 (54%) | 4 (50%) | 3 (33%) | 3 (27%) | ||
Histology (N) | ||||||
IDC | 11 (85%) | 8 (100%) | 0.804 | 6 (67%) | 10 (91%) | 0.37 |
ILC | 2 (15%) | 0 (0%) | 1 (11%) | 0 (0%) | ||
Other | 0 (0%) | 0 (0%) | 2 (22%) | 1 (9%) | ||
In situ component (N) | ||||||
Yes | 12 (92%) | 5 (63%) | 0.268 | 3 (33%) | 8 (73%) | 0.152 |
No | 1 (8%) | 3 (38%) | 6 (67%) | 3 (27%) | ||
Receptors (N) | ||||||
ER positive | 6 (46%) | 4 (50%) | 0.547 | 6 (67%) | 9 (82%) | 0.603 |
ER negative | 7 (54%) | 4 (50%) | 3 (33%) | 2 (18%) | ||
PR positive | 7 (54%) | 3 (38%) | 0.5 | 6 (67%) | 7 (64%) | 0.941 |
PR negative | 6 (46%) | 5 (63%) | 3 (33%) | 4 (36%) | ||
her2neu (N) | ||||||
Positive | 8 (62%) | 1 (13%) | 0.064 | 3 (33%) | 4 (36%) | 0.73 |
Negative | 5 (38%) | 7 (88%) | 6 (67%) | 5 (45%) | ||
Not assessable | 0 (0%) | 0 (0%) | 0 (100%) | 2 (18%) | ||
Proliferation index (N) | ||||||
ki67 < 20% | 8 (62%) | 3 (38%) | 0.374 | 6 (67%) | 6 (55%) | 0.656 |
ki67 > 20% | 5 (38%) | 5 (63%) | 3 (33%) | 5 (45%) | ||
Not assessable | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Treatment | ||||||
Boost | ||||||
Intraoperative (N) | 7 (54%) | 4 (50%) | 0.916 | 6 (67%) | 7 (64%) | 0.941 |
Percutaneous (N) | 6 (46%) | 4 (50%) | 3 (33%) | 4 (36%) | ||
None | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Intraoperative dose (Gy) | 10 | 10 | 10 | 10 | ||
Percutaneous dose (Gy) | 12 | 12 | 12 | 12 | ||
WBRT dose (Gy) | ||||||
Median | 54 | 54 | 1 | 54 | 10 | 1 |
Range | 52.2–55.6 | 54–56 | 51–59 | 10–12 | ||
Surgery (N) | ||||||
BCT | 13 (100%) | 8 (100%) | 1 | 9 (100%) | 11 (100%) | 1 |
Mastectomy | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Re-excision (N) | ||||||
Yes | 5 (38%) | 0 (0%) | 0.645 | 2 (22%) | 8 (73%) | 0.056 |
No | 8 (62%) | 8 (100%) | 7 (78%) | 3 (27%) | ||
Year of surgery (N) | ||||||
Before 1998 | 3 (23%) | 2 (25%) | 1 | 3 (33%) | 4 (36%) | 0.941 |
Since 1998 | 10 (77%) | 6 (75%) | 6 (67%) | 7 (64%) | ||
Chemotherapy (N) | ||||||
Yes | 6 (46%) | 3 (38%) | 0.185 | 2 (22%) | 2 (18%) | 0.882 |
No | 7 (54%) | 5 (63%) | 7 (78%) | 9 (82%) | ||
Anti-hormonal treatment (N) | ||||||
Yes | 8 (62%) | 3 (38%) | 0.75 | 6 (67%) | 8 (73%) | 0.824 |
No | 5 (38%) | 5 (63%) | 2 (22%) | 3 (27%) | ||
Unclear | 0 (0%) | 0 (0%) | 1 (11%) | 0 (0%) | ||
Tumor burden (%) | ||||||
Median | 70 | 70 | 0.185 | 70 | 50 | 0.603 |
Range | 50–90 | 50–90 | 50–90 | 50–90 |
Clinical outcome N = 41 | ||||
---|---|---|---|---|
Parameter | Pilot phase N = 21 | Validation phase N = 20 | ||
Relapse N = 13 | Control N = 8 | Relapse N = 9 | Control N = 11 | |
Follow up (months) | ||||
Median | 139 | 133 | 110 | 124 |
Range | 26–190 | 98–187 | 44–192 | 72–195 |
Cancer-related deaths (N) | 3 (23%) | 0 (0%) | 2 (22%) | 0 (0%) |
Local relapse | 13 (100%) | 0 (0%) | 9 (100%) | 0 (0%) |
Distant metastasis | 2 (15%) | 0 (0%) | 2 (22%) | 0 (0%) |