There was no significant difference in the history and demographic parameters except for tumor markers (Table 1). CEA and CA 15 − 3 values were statistically significantly different between the groups.
Table 1
DEMOGRAPHICS& HISTORY | | Group 1 | Group 2 | Group 3 | p |
Age | Median (Range) | 54 (23–92) | 51,5(28–82) | 51(24–84) | 0,086 |
BMI Underweight Normal Overweight Obese | n (%) | 5 (0,8) 155 (25,3) 226 (36,9) 227 (37,0) | 1 (2,3) 10 (22,7) 17 (38,6) 16 (36,4) | 3 (2,9) 23 (22,3) 44 (42,7) 33 (32,0) | 0,476 |
BMI | Median (Range) | 28,3 (14,9–51,3) | 27,8 (18,3–44,3) | 27,8 (16,5–48,3) | 0,737 |
Smokıng No Yes | n (%) | 471 (65,1) 253 (34,9) | 38 (76,0) 12 (24,0) | 82 (66,1) 42 (33,9) | 0,287 |
Hormone Use No OC or HRT OC HRT OC + HRT | n % | 407 (52,9) 164 (21,3) 145 (18,9) 31 (4,0) 22 (2,9) | 30 (60,0) 15 (30,0) 4 (8,0) 0 (0) 1 (2,0) | 80 (63,5) 24 (19,0) 17 (13,5) 5 (4,0) 0 (0) | 0,064 |
Diabetes No Yes | n % | 684 (84,4) 126 (15,6) | 51 (89,5) 6 (10,5) | 116 (86,6) 18 (13,4) | 0,509 |
Comorbid Disease No Yes | n % | 221 (47,5) 244 (52,5) | 15 (60,0) 10 (40,0) | 30 (48,4) 32 (51,6) | 0,477 |
Family History No Yes | n % | 607 (77,1) 180 (22,9) | 45 (83,3) 9 (16,7) | 98 (76,0) 31 (24,0) | 0,531 |
Menopausal Status Premenopausal Postmenopausal Male | n % | 329 (36,3) 573 (63,3) 3 (0,4) | 27 (40,3) 40 (59,7) 0 (0) | 72 (41,4) 99 (56,9) 3 (1,7) | 0,161 |
CEA | Median (Range) | 1,7(0,2–56,2) | 2,0(0,4–26,1) | 2,2(0,2-312,1) | < 0,001 |
CA15-3 | Median (Range) | 15,1(0,5-333,7) | 18,2(4-127,1) | 20,1(5,8-698,5) | < 0,001 |
Abbreviations: BMI: Body mass index, OC: oral contraceptives, HRT: hormone replacement therapy. |
The surgical treatment applied is presented comparatively in Table 2. Breast conserving surgery (BCS) was performed more frequently in patients in Group 1 (44.5%) than in group 2 (13.2%) and 3 (11.9%) (p < 0.001). Mastectomy was performed mostly on patients with OBMD. The proportion of patients who underwent SLNB was 36.6% in group 1, 13.2% in group 2 and 9.2% in group 3 (p < 0.001). ALND was applied mostly to patients with oligo-bone metastasis (Group 2) and SLNB to non-metastatic patients (Group 1).
Table 2
Surgical Treatment Methods
| | Group 1 | Group 2 | Group 3 | p |
Type of Breast Surgery None Mastectomy Breast-conserving surgery | n (%) | 8 (0,9) 507 (54,6) 413 (44,5) | 6 (8,8) 53 (77,9) 9 (13,2) | 36 (19,5) 127 (68,6) 22 (11,9) | < 0,001 |
Axillary surgery None ALND SLNB SLNB + ALND | n (%) | 16 (1,7) 433 (46,7) 339 (36,6) 139 (15,0) | 8 (11,8) 49 (72,1) 9 (13,2) 2 (2,9) | 39 (21,2) 112 (60,9) 17 (9,2) 16 (8,7) | < 0,001 |
SLNB method İsosulfan Blue Radiocolloid Combined | n (%) | 67 (14,2) 93 (19,7) 312 (66,1) | 4 (30,8) 3 (23,1) 6 (46,2) | 6 (17,1) 6 (17,1) 23 (65,7) | 0,487 |
Tumor size (cm) | Median (Range) | 2,2 (0–16) | 3 (0,7–16) | 3 (0–14) | < 0,001 |
No. of positive SLNs | Median (Range) | 0 (0–11) | 0 (0–6) | 1 (0–7) | 0,049 |
Number of SLNs removed | Median (Range) | 4 (0–12) | 3 (0–8) | 4 (1–16) | 0,471 |
No. of lymph nodes removed by ALND | Median (Range) | 15 (1–71) | 17 (1–53) | 18 (0–57) | 0,001 |
No. of positive nodes in ALND | Median (Range) | 0 (0–44) | 6 (0–32) | 4 (0–51) | < 0,001 |
Perinodal Involvement No Yes | n (%) | 514 (79,0) 137 (21,0) | 22 (47,8) 24 (52,2) | 52 (57,8) 38 (42,2) | < 0,001 |
Abbreviations: ALND: Axillary Lymph Node Dissection, SLNB: Sentinel Lymph Node Dissection |
After ALND, the number of metastatic lymph nodes was 0 (0–44) in group 1, 6.0 (0–32) in group 2, and 4 (0–51) in group 3 (p < 0.001).
The median tumor size was 2.2cm. (0–16) in Group 1, 3.0 cm. in Group 2 (0.7–16) and Group 3. (0–14) (p < 0.001).
The protocol and efficacy of adjuvant and neoadjuvant treatment on the groups are shown in Table 3.
Table 3
Adjuvant and Neoadjuvant Treatment of The Groups
SYSTEMIC THERAPIES | | Group 1 | Group 2 | Group 3 | p |
Neoadjuvant Treatment (NAT) No Yes | n (%) | 822 (88,6) 106 (11,4) | 61 (89,7) 7 (10,3) | 147 (79,5) 38 (20,5) | 0,003 |
Response to NAT No Partial Almost Complete Complete | n (%) | 8 (8,8) 54 (59,3) 14 (15,4) 15 (16,5) | 4 (66,7) 2 (33,3) 0 (0) 0 (0) | 6 (17,6) 27 (79,4) 1 (2,9) 0 (0) | NA |
Adjuvant CT No Taxane and/or AC CMF Other | n (%) | 225 (29,6) 517 (67,9) 8 (1,1) 11 (1,4) | 16 (27,6) 41 (70,7) 0 (0) 1 (1,7) | 61 (38,9) 92 (58,6) 1 (0,6) 3 (1,9) | NA |
GCSF use No Yes | n (%) | 285 (62,9) 168 (37,1) | 29 (70,7) 12 (29,3) | 54 (62,1) 33 (37,9) | 0,588 |
Radiotherapy No Yes | n (%) | 193 (22,6) 662 (77,4) | 16 (26,7) 44 (73,3) | 43 (30,9) 96 (69,1) | 0,088 |
Hormonotherapy No Tmx Aromatase Inh. Switch | n (%) | 175 (20,2) 248 (28,7) 398 (46,0) 44 (5,1) | 21 (31,8) 17 (25,8) 25 (37,9) 3 (4,5) | 72 (44,2) 45 (27,6) 40 (24,5) 6 (3,7) | < 0,001 |
Abbreviations: NA: Not available, CT: Chemotherapy |
Neoadjuvant chemotherapy (NACT) was applied mostly to patients in Group 3 (p = 0.003). The percentage of patients who received hormonotherapy after the operation was 79.8% in group 1, 68.2% in group 2 and 55.8% in group 3 (p < 0.001).
The histopathological features of the tumor are compared in Table 4.
Table 4
The Histopathologıcal Features of The Tumor
HISTOPATHOLOGICAL FEATURES | | Group 1 N (%) | Group 2 N (%) | Group 3 N % | p |
No. of tumor Single Multiple Inflammatory | n (%) | 776 (89,7) 85 (9,8) 4 (0,5) | 48 (82,8) 9 (15,5) 1 (1,7) | 137 (81,5) 30 (17,9) 1 (0,6) | 0,019 |
Carcinoma In situ Yes No | n (%) | 346 (46,6) 397 (53,4) | 23 (44,2) 29 (55,8) | 42 (38,5) 67 (61,5) | 0,285 |
Histology IDC ILC Mixed Other | n (%) | 722 (77,8) 73 (7,9) 50 (5,4) 83 (8,9) | 43 (63,2) 10 (14,7) 12 (17,6) 3 (4,4) | 151 (81,6) 13 (7,0) 10 (5,4) 11 (5,9) | < 0,001 |
Histological Grade 1 2 3 | n (%) | 78 (10,6) 451 (61,0) 210 (28,4) | 2 (4,1) 31 (63,3) 16 (32,7) | 2 (1,6) 76 (59,4) 50 (39,1) | 0,004 |
Nuclear Grade 1 2 3 | n (%) | 37 (6,0) 420 (67,7) 163 (26,3) | 2 (5,3) 23 (60,5) 13 (34,2) | 2 (2,2) 56 (62,9) 31 (34,8) | 0,274 |
Mitosis 1 2 3 | n (%) | 153 (25,5) 370 (61,8) 76 (12,7) | 14 (37,8) 17 (45,9) 6 (16,2) | 15 (17,0) 51 (58,0) 22 (25,0) | 0,006 |
ER Neg 1+ 2++ 3+++ | n (%) | 243 (27,0) 135 (15,0) 168 (18,7) 354 (39,3) | 20 (30,3) 8 (12,1) 16 (24,2) 22 (33,3) | 74 (41,3) 28 (15,6) 32 (17,9) 45 (25,1) | 0,002 |
Percentage of ER | Median (Min-Max) | 80 (1-100) | 70 (5-100) | 70 (2-100) | 0,139 |
PR Neg 1+ 2++ 3+++ | n (%) | 271 (30,3) 158 (17,7) 153 (17,1) 312 (34,9) | 23 (34,3) 15 (22,4) 13 (19,4) 16 (23,9) | 65 (37,1) 43 (24,6) 30 (17,1) 37 (21,1) | 0,03 |
Percentage of PR | Median (Min-Max) | 60 (0-100) | 50 (0-100) | 50 (1-100) | 0,003 |
cerbB2 Negative Positive | n (%) | 569 (77,4) 166 (22,6) | 40 (75,5) 13 (24,5) | 94 (67,6) 45 (32,4) | 0,047 |
P53 Negative Positive | n (%) | 312 (40,1) 467 (59,9) | 27 (44,3) 34 (55,7) | 74 (50,7) 72 (49,3) | 0,053 |
Ki67 ≤%14 >%14 | n (%) | 439 (58,1) 316 (41,9) | 26 (49,1) 27 (50,9) | 61 (44,9) 75 (55,1) | 0,01 |
Percentage of Ki67 | Median (Min-Max) | 15 (1–90) | 15 (1–80) | 25 (1–90) | < 0,001 |
e-cadherine Negative Positive | n (%) | 38 (9,9) 344 (90,1) | 3 (13,0) 20 (87,0) | 5 (8,5) 54 (91,5) | 0,823 |
Lymph vessel invasion No Yes | n (%) | 515 (76,9) 155 (23,1) | 19 (42,2) 26 (57,8) | 47 (48,0) 51 (52,0) | < 0,001 |
Blood vessel invasion No Yes | n (%) | 558 (83,3) 112 (16,7) | 32 (69,6) 14 (30,4) | 62 (67,4) 30 (32,6) | < 0,001 |
Molecular classification Luminal A Luminal B Triple negative Her- 2 enriched | n (%) | 319 (37,2) 364 (42,4) 112 (13,1) 63 (7,3) | 20 (31,3) 30 (46,9) 10 (15,6) 4 (6,3) | 36 (21,4) 79 (47,0) 33 (19,6) 20 (11,9) | 0,003 |
Abbreviations: IDC: Invasive Ductal Carcinoma, ILC: Invasive Lobular Carcinoma, ER: Estrogen Receptor, PR: Progestrone Receptor |
The percentage of mixed- type tumor histology was 5.4% in group 1 and 3 and, 17.6 % in group 2. ILC and mixed type tumors were more common in patients with oligo-bone metastasis (p < 0.001).
ER-positivity was ≥ 70 % in Group 1 and 2 but progressively decreased below 60% in Group 3 (p = 0.002). The percentage of progesterone receptor positivity was highest in Group 1 (60%) (p = 0.003). The median value of Ki67 was 25 % in group 3 and was significantly higher compared to other groups (p < 0.001). The rate of lymphoid and blood vessel invasion was similar in Groups 2 and 3, and was significantly higher compared to Group 1 (p < 0.001).
In molecular classification; Luminal-A subtype was most common in non-metastatic patients (p = 0.003) with a rate of 37.2%, whereas the incidence of Luminal-B subtype was similar in all three groups.
The staging of T (tumor size), N (nodal involvement) and cancer (TNM) were statistically different between the groups (p < 0.001) (Table 5). T1-T2 tumor and N0-N1 lymph node were most common in non-metastatic patients (group 1), while T3-T4 tumor was most common in patients with oligo-bone metastases (group 2).
Table 5
Comparison of Cancer Stages According To TNM Classificatıon
STAGE | Group 1 n (%) | Group 2 n (%) | Group 3 n % | P |
---|
T (TNM) T1 T2 T3 T4 | 395 (45,7) 402 (46,5) 41 (4,7) 27 (3,1) | 11 (19,0) 21 (36,2) 13 (22,4) 13 (22,4) | 35 (25,5) 65 (47,4) 14 (10,2) 23 (16,8) | < 0,001 |
N (TNM) N0 N1 N2 N3 | 462 (51,5) 262 (29,2) 109 (12,2) 64 (7,1) | 12 (20,3) 13 (22,0) 14 (23,7) 20 (33,9) | 37 (25,9) 32 (22,4) 39 (27,3) 35 (24,5) | < 0,001 |
Stage (TNM) Stage 1 Stage 2 Stage 3 Stage 4 | 259 (30,5) 401 (47,2) 189 (22,3) 0 (0,0) | 7 (11,1) 12 (19,0) 29 (46,0) 15 (23,9) | 12 (7,3) 38 (23,2) 62 (37,8) 52 (31,7) | < 0,001 |
All demographic, treatment-specific, histopathological and molecular variables which have statistical significance in univariate analysis were re-evaluated in multivariate logistic regression analysis.
The parameters that were statistically significantly different between the patients in Group 1 and 3, were evaluated in the multiple regression analysis. (Table 6). Those with a negative impact on Group 1 patients were as follows:
Table 6
Multivariate Logistic Regression Analysis of Demographic, Therapeutic and Histopathological Parameters Between Group 1 & 3.
Parameter | B | Sig. | Exp(B) | 95% C.I.for EXP(B) |
CEA (continuous) | .052 | .006 | 1.053 | 1.015–1.093 | |
Tumor size (cm) (continuous) | .155 | .009 | 1.168 | 1.040–1.311 |
No NACT (ref.) | | .134 | 1 | |
No Response to NACT | 22.897 | 1.000 | 8788932664.350 | 0.000-. |
Partial response to NACT | .842 | .021 | 2.320 | 1.137–4.734 |
Complete response to NACT | − .396 | .707 | .673 | 0.086–5.296 |
ER-negative (ref.) | | .028 | 1 | |
ER(+) | − .632 | .086 | .531 | 0.258–1.094 |
ER(++) | − .490 | .154 | .613 | 0.312–1.202 |
ER(+++) | − .841 | .004 | .431 | 0.245–0.759 |
N0 (ref.) | | .000 | 1 | |
N1 | .200 | .521 | 1.221 | 0.663–2.249 |
N2 | 1.118 | .001 | 3.058 | 1.591–5.878 |
N3 | 1.291 | .000 | 3.635 | 1.790–7.379 |
No local recurrence (ref.) | | .052 | 1 | |
Recurrence in the opposite breast | .578 | .316 | 1.782 | 0.575–5.519 |
Locoregional recurrence | 1.283 | .024 | 3.609 | 1.188–10.964 |
Constant | -2.736 | .000 | .065 | |
Abbreviations: NACT: neoadjuvant chemotherapy, N: nodal involvement |
Every 1 unit rise of CEA value and every 1 cm increase in tumor size enhances the risk of multimetastasis by 1.05 and 1.17 times. These significant increases in risk were independent from neoadjuvant therapy, ER, N, and local recurrence variables in the model. Also, for Group 1, the risk of multimetastatic disease increases 2.3 times in patients with partial response to neoadjuvant therapy, 3.1 and 3.64 times in patients with N2 and N3 nodal involvement, and 3.6 times in patients who develop loco-regional recurrence. On the other hand, Group 1 patients with ER (+++) positive tumors were protected 0.43 times from the risk of multimetastasis.
Multivariate logistic regression analysis of demographic, therapeutic and histopathological parameters between Group 1 & 2 is shown in Table 7. For the patients in Group 1; the risk of OMBD increased 7.7 and 5.4 times in patients with T3 and T4 tumors, and 2.7 times in those with perinodal invasion of the primary tumor. Also, every 1 unit rise of CEA value increased the risk of OMBD by 1.08 times. The most remarkable finding was the 68.3-fold increased risk of transition from nonmetastatic state to OMBD in patients who developed locoregional recurrence.
Table 7
Multivariate logistic regression analysis of demographic, therapeutic and histopathological parameters between Group 1 & 2
Parameter | B | Sig. | Exp(B) | 95% C.I.for EXP(B) |
CEA (continuous) | .077 | .014 | 1.081 | 1.016–1.149 |
No HT (ref.) | | .161 | | |
HT (Tamoxifen) | .121 | .859 | 1.129 | 0.297–4.288 |
HT (Aromatase Inhitor) | .164 | .791 | 1.179 | 0.350–3.965 |
HT (Switch) | 2.224 | .035 | 9.248 | 1.164–73.475 |
Perinodal invasion (ref.none) | .984 | .043 | 2.675 | 1.033–6.929 |
Lymphovascular invasion (ref. none) | .768 | .113 | 2.156 | 0.834–5.571 |
T1 (ref.) | | .010 | | |
T2 | .334 | .557 | 1.396 | 0.458–4.258 |
T3 | 2.037 | .004 | 7.670 | 1.591–30.539 |
T4 | 1.678 | .046 | 5.357 | 1.033–27.778 |
No local recurrence (ref.) | | .000 | | |
Recurrence in the opposite breast | -18.737 | .998 | .000 | 0.000-. |
Locoregional recurrence | 4.224 | .000 | 68.292 | 10.441-446.667 |
Constant | -4627 | .000 | .010 | |
Abbreviations: HT: Hormone Therapy, T: T category |
As a result; T3-T4 tumor, perinodal tumor invasion and high CEA levels in patients without metastasis (Group 1) are factors that trigger the development of OMBD. The risk of OMBD increases 68 times in patients who develop locoregional recurrence during follow-up.
In our series, we have 39 patients with single bone metastasis (SBM) and 29 patients with more than one bone metastasis. When these two strata of the OMBD group were compared, with the analysis being limited to the total number of patients (n: 68), no significant difference was found between them in terms of demographic, treatment-specific, histopathological and molecular variables.
The survival outcomes were statistically significantly different between the groups (p < 0,001). (Table 8)
Table 8
OVERALL SURVIVAL | Group 1 n (%) | Group 2 n (%) | Group 3 n % | p |
Deceased Alive | 136 (14,7) 792 (85,3) | 51 (75,0) 17 (25,0) | 141 (76,2) 44 (23,8) | < 0,001 |
The mean and median follow-up for the whole study group were 14.1 ± 0.3 and 18.0 years. The mean overall survival of the groups were 16.7 ± 0.3 years in Group 1, and 7.8 ± 0.8 and 5.9 ± 0.4 years in Group 2 and 3, respectively (p < 0,001 for the comparison of all three groups together; p < 0.001 for Group 1 vs 2 & 3) and (p = 0.037 for Group 2 vs. Group 3). (Fig. 2)
In the subgroup survival analysis of patients in Group 2 (OMBD), the mean and median survival were 5.5 ± 0.8 and 4.0 ± 0.8 years versus 9.2 ± 0.98 and 9.0 ± 1.05 years in more than one bone metastasis and SBM patients, respectively (p = 0.019). (Fig. 3)