| Literature DB >> 22706632 |
Sylvie M Noordermeer1, Marloes Wennemers, Saskia M Bergevoet, Adrian van der Heijden, Evelyn Tönnissen, Fred C G J Sweep, Joop H Jansen, Paul N Span, Bert A van der Reijden.
Abstract
Breast cancer is one of the leading causes of cancer mortality in women. Recent advances in gene expression profiling have indicated that breast cancer is a heterogeneous disease and the current prognostication using clinico-pathological features is not sufficient to fully predict therapy response and disease outcome. In this retrospective study, we show that expression levels of BRE, which encodes a member of the BRCA1 DNA damage repair complex, predicted disease-free survival (DFS) in non-familial breast cancer patients. The predictive value of BRE expression depended on whether patients received radiotherapy as a part of their primary treatment. In radiotherapy-treated patients, high BRE expression predicted a favorable DFS (hazard ratio (HR) = 0.47, 95 % confidence interval (CI) = 0.28-0.78, p = 0.004), while in non-treated patients, high BRE expression predicted an adverse prognosis (HR = 2.59, 95 % CI = 1.00-6.75, p = 0.05). Among radiotherapy-treated patients, the prognostic impact of BRE expression was confined to patients with smaller tumors (HR = 0.23, 95 % CI = 0.068-0.75, p = 0.015) and it remained an independent factor after correction for the other prognostic factors age, tumor size, lymph node involvement, and histological grade (HR = 0.50, CI = 0.27-0.90, p = 0.021). In addition, high BRE expression predicted a favorable relapse-free survival in a publicly available dataset of 2,324 breast cancer patients (HR = 0.59, CI = 0.51-0.68, p < 0.001). These data indicate that BRE is an interesting candidate for future functional studies aimed at developing targeted therapies.Entities:
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Year: 2012 PMID: 22706632 PMCID: PMC3413819 DOI: 10.1007/s10549-012-2122-5
Source DB: PubMed Journal: Breast Cancer Res Treat ISSN: 0167-6806 Impact factor: 4.872
Clinico-pathological characteristics of 229 non-familial breast cancer patients
| Total cohort | Non-radiotherapy-treated | Radiotherapy-treated | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Low | High |
| Low | High |
| Low | High |
| |||||||
| Age ( | 59.9 | (31–88) | 59.2 | (32–86) | 0.775d | 63.0 | (33–88) | 61.5 | (35–86) | 0.784d | 58.7 | (31–85) | 58.3 | (32–83) | 0.816d |
| Menopausal status ( | 1.000e | 1.000e | 1.000e | ||||||||||||
| Premenopausal, no. (%) | 29 | (25.2) | 28 | (24.6) | 6 | (18.8) | 5 | (18.5) | 23 | (27.7) | 23 | (26.7) | |||
| Postmenopausal, no. (%) | 86 | (74.8) | 86 | (75.4) | 26 | (81.3) | 22 | (81.5) | 60 | (72.3) | 63 | (73.3) | |||
| Nodal category ( | 0.923e | 0.310e | 0.806e | ||||||||||||
| Negative, no. (%) | 61 | (58.1) | 59 | (57.3) | 25 | (86.2) | 18 | (72.0) | 36 | (47.4) | 41 | (52.6) | |||
| 1–3 involved lymph nodes, no. (%) | 29 | (27.6) | 31 | (30.1) | 4 | (13.8) | 7 | (28.0) | 25 | (32.9) | 24 | (30.8) | |||
| ≥4 involved lymph nodes, no. (%) | 15 | (14.3) | 13 | (12.6) | 0 | (0) | 0 | (0) | 15 | (19.7) | 13 | (16.7) | |||
| Radiotherapy ( | 0.547e | NA | NA | ||||||||||||
| Treated, no. (%) | 83 | (72.2) | 86 | (76.1) | 0 | (0) | 0 | (0) | 83 | (100) | 86 | (100) | |||
| Non-treated, no. (%) | 32 | (27.8) | 27 | (23.9) | 32 | (100) | 27 | (100) | 0 | (0) | 0 | (0) | |||
| Surgery ( | 0.282e | 0.495f | 0.219f | ||||||||||||
| Mastectomy, no. (%) | 73 | (63.5) | 64 | (56.1) | 30 | (93.8) | 27 | (100) | 43 | (51.8) | 36 | (41.9) | |||
| Lumpectomy, no. (%) | 42 | (36.5) | 50 | (43.9) | 2 | (6.3) | 0 | (0) | 40 | (48.2) | 50 | (58.1) | |||
| Adjuvant systemic therapy ( | 0.230f | 0.537f | 0.269f | ||||||||||||
| None, no. (%) | 70 | (60.9) | 68 | (60.2) | 26 | (81.3) | 18 | (66.7) | 44 | (53.0) | 50 | (58.1) | |||
| Endocrine therapy, no. (%) | 30 | (26.1) | 28 | (24.8) | 3 | (9.4) | 4 | (14.8) | 27 | (32.5) | 24 | (27.9) | |||
| Chemotherapy, no. (%) | 13 | (11.3) | 9 | (8.0) | 2 | (6.3) | 2 | (7.4) | 11 | (13.3) | 7 | (8.1) | |||
| Endocrine + Chemotherapy, no. (%) | 2 | (1.7) | 8 | (7.1) | 1 | (3.1) | 3 | (11.1) | 1 | (1.2) | 5 | (5.8) | |||
| Histology grade ( | 0.406e | 0.151f | 0.123e | ||||||||||||
| I, no. (%) | 9 | (10.5) | 4 | (4.9) | 1 | (4.3) | 1 | (5.3) | 8 | (12.7) | 3 | (4.8) | |||
| II, no. (%) | 36 | (41.9) | 35 | (42.7) | 6 | (26.1) | 10 | (52.6) | 30 | (47.6) | 25 | (39.7) | |||
| III, no. (%) | 41 | (47.7) | 43 | (52.4) | 16 | (69.6) | 8 | (42.1) | 25 | (39.7) | 35 | (55.6) | |||
| Tumor type ( | 0.744e | 0.721f | 1.000e | ||||||||||||
| Ductal, no. (%) | 73 | (73.0) | 70 | (75.3) | 22 | (71.0) | 18 | (81.8) | 51 | (73.9) | 52 | (73.2) | |||
| Lubular, no. (%) | 15 | (15.0) | 15 | (16.1) | 3 | (9.7) | 2 | (9.1) | 12 | (17.4) | 13 | (18.3) | |||
| Other (mixed/unknown), no. (%) | 12 | (12.0) | 8 | (8.6) | 6 | (19.3) | 2 | (9.1) | 6 | (8.7) | 6 | (8.5) | |||
| Tumor size ( | 0.014f | 0.853f | 0.005e | ||||||||||||
| pT1, no. (%) | 33 | (28.7) | 50 | (44.6) | 11 | (34.4) | 9 | (33.3) | 22 | (26.5) | 41 | (48.2) | |||
| pT2, no. (%) | 66 | (57.4) | 43 | (38.4) | 19 | (59.4) | 15 | (55.6) | 47 | (56.6) | 28 | (32.9) | |||
| pT3/4, no. (%) | 16 | (13.9) | 19 | (17.0) | 2 | (6.3) | 3 | (11.1) | 14 | (16.9) | 16 | (18.8) | |||
| Estrogen receptor status ( | 0.769e | 0.265e | 0.228e | ||||||||||||
| Positive, no. (%) | 61 | (61.0) | 61 | (63.5) | 18 | (66.7) | 12 | (50) | 43 | (58.9) | 49 | (69.0) | |||
| Negative, no. (%) | 39 | (39.0) | 35 | (36.5) | 9 | (33.3) | 12 | (50) | 30 | (41.1) | 22 | (31.0) | |||
| Progesterone receptor status ( | 0.776e | 0.579e | 1.000e | ||||||||||||
| Positive, no. (%) | 51 | (50.5) | 51 | (53.1) | 12 | (44.4) | 13 | (54.2) | 39 | (52.7) | 38 | (53.5) | |||
| Negative, no. (%) | 50 | (49.5) | 45 | (46.9) | 15 | (55.6) | 11 | (45.8) | 35 | (47.3) | 33 | (46.5) | |||
aHigh and low BRE expression is defined as expression above or below the median expression of the total cohort, respectively
bAs data on radiotherapy treatment was lacking for one patient (showing high BRE expression), the patient numbers in the radiotherapy-treated and non-treated groups do not add up to the total cohort
cpT1: tumor size ≤2 cm, pT2: tumor size of 2–5 cm, pT3/4 tumor size >5 cm and/or direct extension to chest wall or skin
d p-value is based on Mann–Whitney U test
e p-value is based on χ2 test
f p-value is based on Fisher Exact test
NA not applicable
Fig. 1BRE expression predicts DFS in breast cancer. a BRE expression was gradually distributed among 229 breast cancer patients. No significant differences were observed between radiotherapy- and non-radiotherapy-treated patients. BRE expression was measured by QPCR and normalized with the housekeeping gene PBGD by calculating the ΔCt. Data shown are mean centered. Expression levels between radiotherapy-treated and non-treated patients did not differ significantly (p = 0.25 based on student’s t test). b For Kaplan–Meier analyses, the total cohort was divided into two equally sized groups based on BRE expression (high: solid line; low: dashed line, as indicated). BRE expression has opposing prognostic impact in non-radiotherapy-treated (no RT: upper panel) and radiotherapy-treated (RT: lower panel) patients. In non-radiotherapy-treated patients, the 5-year DFS was 86.6 ± 6.2 % and 75.5 ± 8.7 % for low and high BRE expression, respectively (HR = 2.59, CI = 1.00–6.75, p = 0.05). In radiotherapy-treated patients, the 5-year DFS was 60.2 ± 5.5 % and 78.3 ± 4.5 % for low and high BRE expression, respectively (HR = 0.47, CI = 0.28–0.78, p = 0.004). Patient numbers included in the analyses are indicated in brackets. p values, HR’s and CI’s were calculated by the logrank method. Subdividing the cohort into three groups based on BRE expression obtained comparable results (data not shown)
Univariate analysis of BRE expression in correlation with DFS
| Total cohort | Non-radiotherapy-treated patients | Radiotherapy-treated patients | ||||
|---|---|---|---|---|---|---|
|
| HR (95 % CI) |
| HR (95 % CI) |
| HR (95 % CI) | |
|
| 0.342 | 0.877 (0.67–1.15) | 0.016 | 1.79 (1.11–2.87) | 0.030 | 0.72 (0.53–0.97) |
HR hazard ratio; CI confidence interval
Multivariate Cox regression analysis of BRE expression correlation with DFS
| Non-radiotherapy-treated patients | Radiotherapy-treated patients | |||||||
|---|---|---|---|---|---|---|---|---|
| Univariate | Multivariatea | Univariate | Multivariatea | |||||
|
| HR (95 % CI) |
| HR (95 % CI) |
| HR (95 % CI) |
| HR (95 % CI) | |
|
| 0.059e | 2.51 | 0.083e | 2.38 | 0.004 | 0.46 | 0.021 | 0.50 |
| (2 groupsb) | (0.97–6.53) | (0.89–6.35) | (0.27–0.79) | (0.27–0.90) | ||||
| Age | 0.349 | 0.98 | 0.616 | 0.99 | 0.112 | 0.98 | 0.020 | 0.97 |
| (continuous) | (0.95–1.02) | (0.95–1.03) | (0.96–1.00) | (0.95–1.00) | ||||
| Menopausal status | 0.838 | 1.07 | 0.140 | 0.81 | ||||
| (post- | (0.57–1.99) | (0.62–1.07) | ||||||
| Tumor sizec | 0.422 | 1.39 | 0.465 | 1.56 | <0.001 | 2.01 | 0.014 | 1.70 |
| (pT1 | (0.62–3.09) | (0.47–5.15) | (1.42–2.84) | (1.11–2.59) | ||||
| Histological grade | 0.941 | 0.97 | 0.895 | 1.01 | 0.032 | 1.70 | 0.313 | 0.95 |
| (I | (0.39–2.42) | (0.86–1.19) | (1.05–2.74) | (0.86–1.05) | ||||
| Involved lymph nodes | 0.002 | 5.63 | 0.034 | 3.92 | 0.001 | 1.87 | 0.013 | 1.66 |
| (0 | (1.84–17.3) | (1.11–13.8) | (1.30–2.68) | (1.11–2.48) | ||||
| Estrogen receptor status | 0.680 | 0.82 | 0.362 | 0.78 | ||||
| (positive | (0.31–2.15) | (0.45–1.34) | ||||||
| Progesterone receptor status | 0.866 | 0.92 | 0.839 | 0.95 | ||||
| (positive | (0.36–2.39) | (0.55–1.62) | ||||||
aFactors included in multivariate analysis: BRE expression, age, tumor size, histological grade, and involved lymph nodes
bThe two groups are defined as BRE expression above or below the median expression of the total cohort, respectively
cpT1: tumor size ≤2 cm, pT2: tumor size of 2–5 cm, pT3/4: tumor size >5 cm and/or direct extension to chest wall or skin
dAs data on histological grading were missing for a substantial number of patients, this group (ND not done) was included in the multivariate analyses as separate group next to histological grade I, II, or III
eIn non-radiotherapy-treated patients, BRE expression lost its significance when the median expression was used to divide patients based on BRE expression. When subdividing patients into three groups based on BRE expression, BRE was a significant predictor for DFS in both univariate and multivariate models
HR hazard ratio; CI confidence interval
Fig. 2BRE expression predicts favorable DFS in radiotherapy-treated patients with small tumors. In radiotherapy-treated patients, BRE expression predicts DFS in patients with small tumors (pT1, upper panel). The 5-year DFS was 72.7 ± 9.5 % and 92.6 ± 4.1 % for low and high BRE expression, respectively (HR = 0.23, CI = 0.068–0.75, p = 0.015). For patients with larger tumors, no statistically significant prognostic effect of BRE expression was observed. For this analysis, patients were subdivided into two groups based on BRE expression, as explained in Fig. 1. p-values, HR’s, and CI’s were calculated by the logrank method
Fig. 3BRE expression predicts relapse-free survival in a cohort of 2,324 breast cancer patients. A publicly available database (Kaplan–Meier Plotter [32]) was used to investigate the effect of BRE expression on relapse-free survival (RFS) in a cohort of 2,324 breast cancer patients. Array data (probe set 211566_s_at) of these patients were used to divide patients into two equally sized groups. High BRE expression predicts a favorable prognosis (HR = 0.51, CI = 0.51–0.68, p < 0.001). p-value, HR, and CI were calculated by the logrank method