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BMC Cancer logoLink to BMC Cancer
. 2019 May 30;19:520. doi: 10.1186/s12885-019-5710-5

Risk of loco-regional recurrence and distant metastases of patients with invasive breast cancer up to ten years after diagnosis – results from a registry-based study from Germany

Bernd Holleczek 1,2,, Christa Stegmaier 2, Julia C Radosa 3, Erich-Franz Solomayer 3, Hermann Brenner 1,4,5
PMCID: PMC6543576  PMID: 31146706

Abstract

Background

Population-based estimates of the long-term risk of loco-regional recurrence and distant metastases of breast cancer (BRC) patients are scant, as most published studies used hospital-based cohorts or participants of clinical trials. This work aims to extend available knowledge by providing population-based long-term estimates of the cumulative risk of BRC recurrence up to 10 years after diagnosis.

Methods

Data from the population-based Saarland Cancer Registry were used and included 9359 female patients with primary invasive BRC diagnosed between 1999 and 2009. Estimates of the cumulative incidence (CI) of BRC recurrence were derived for patients who had received local surgery with free resection margins by type of recurrence and stratified by age, tumor characteristics and major treatment options, taking into account mortality from any cause as a competing risk.

Results

The 10-year CI of BRC recurrence was 16%. For loco-regional recurrence and distant metastases alone it was 8 and 11%, respectively. The estimates showed substantial variation and were particularly increased if tumors were advanced (T1/2N+ 23%, T3/4N0 24%, T3/4N+ 34%), of high grade (23%), or of ‘HER2/neu positive’ (28%) or ‘triple negative’ subtype (23%), respectively.

Conclusions

The derived estimates reflect the risk of ‘real world’ patients and may therefore extend available knowledge. These data are thus of great relevance for clinicians, their patients and researchers. The study likewise demonstrated the usefulness of cancer registries for a population-based monitoring of the effectiveness of cancer care in terms of disease recurrence as a major treatment related outcome measure.

Electronic supplementary material

The online version of this article (10.1186/s12885-019-5710-5) contains supplementary material, which is available to authorized users.

Keywords: Invasive breast cancer, Loco-regional recurrence, Distant metastases, Cumulative incidence, Cancer registry, Population-based, Germany

Background

Breast cancer (BRC) is the most common invasive cancer in women worldwide [1] and the overall prognosis of BRC patients in industrialized countries is favorable [2, 3]. However, significant proportions of patients suffer from recurrence, e.g. a trial from the US cited in clinical practice guidelines (CPG) reported occurrence of loco-regional recurrence and distant metastases over 10 years in one out of every six patients and in one out of every three patients who had been diagnosed between 1975 and 1994, respectively [4]. BRC recurrence may occur in the ipsilateral breast or chest wall after surgery, regional lymph nodes (including ipsilateral axillary, infraclavicular, internal mammary, or supraclavicular nodes), as well as distant sites and organs.

Factors associated with increased risk of loco-regional recurrence include young age at diagnosis, advanced tumor size, involvement of regional lymph nodes, high grade, vascular invasion, and omitting an indicated adjuvant radiotherapy [5]. Surrogate definitions based on immunohistochemical measurements of the expression of hormone receptors (HR), human epidermal growth factor receptor 2 (HER2/neu), and other markers such as the Ki-67 antigen are used to classify BRC and correlate well with genetically different BRC subtypes [6, 7], which are associated with the risk of recurrence and outcome in addition to classic prognostic factors [8, 9].

Treatment options of potentially curable loco-regional recurrence include complete surgical resection of the recurrent tumor, radiotherapy and systemic treatment based on histological examination of the cancerous tissue and re-staging. Occurring distant metastases are generally treated with palliative intent and therapy includes systemic treatment, radiotherapy or resection of metastases. Any treatment of recurrent BRC should be based on an interdisciplinary approach [1012].

Data on the long-term risk of BRC recurrence which were derived from population-based samples of patients are scant, as the vast majority of published studies used selected patient samples such as hospital-based cohorts (e.g. [7, 1315]) or participants of clinical trials (e.g. [4, 16, 17]). Furthermore, most studies were restricted to 5 years of follow-up only. This study from Germany aims to overcome these shortcomings by providing long-term estimates of the cumulative risk of loco-regional recurrence and distant metastases up to 10 years after diagnosis according to age, tumor characteristics and major treatment options derived from a population-based sample of BRC patients who had received surgery with free resection margins.

Methods

Data from the population-based Saarland Cancer Registry (CR) were used and included records of 9359 female patients with primary invasive BRC (ICD-10 code: C50) diagnosed between 1999 and 2009. Saarland is a federal state in Southwest Germany with a population of approximately 1.02 million people in 2009. The CR is in operation since 1968 and its case ascertainment is regularly estimated to be almost complete (e.g. [18, 19]). In Saarland, cancer reporting is mandatory by law. The CR obtains cancer notifications from hospitals, radiotherapy departments, outpatient clinics, screening programs, and doctors in private practice as well as reports from pathology laboratories. In addition to notifications of newly diagnosed cancers, the CR obtains notifications of recurrent cancer from the above listed sources on the occasion of their diagnosis and treatment. The vital status of the patients is regularly ascertained using death certificates from local health authorities and records from population registries. The Saarland CR applies the rules of recording multiple primaries as recommended by the International Association of Cancer Registries [20]. Loco-regional recurrences and distant metastases of a tumor are recorded, if stated as such in a case summary or a pathology report. Accordingly, tumors of the contralateral breast and multiple primary tumors of the breast were not considered as cancer recurrences.

The following classifications of socio-demographic and tumor characteristics as well as administered treatments were used in the analyses: age at diagnosis (< 70, ≥ 70 years), clinical stage (T1/2N0, T1/2N+, T3/4N0, T3/4N+, M1), morphologic type of tumor (invasive ductal, invasive lobular, mixed type, other), histopathologic grade (G1, G2, G3/4), HR expression (positive (including mixed: either estrogen or progesterone receptor positive), negative), HER2/neu expression (positive (including borderline results with further examinations), negative), definitive local surgery (breast conserving surgery (BCS), mastectomy, none), provision of radiotherapy (yes, none), chemotherapy (yes, none), hormonal (anti-estrogen) therapy (yes, none) and targeted treatment (TT) with monoclonal antibodies (yes, none), residual tumor after surgery (no residual tumor (R0), microscopic or macroscopic residual tumor (R1/2)), and source of registration (notification at lifetime, death certificate only). Further details on the data collection may be found elsewhere [21]. Information on the HR status and HER2/neu expression was extracted from available pathology reports and case summaries. HR status was based on immunohistochemistry. According to CPGs, expression of estrogen and progesterone receptors was considered, if more than 10% of cancerous cells showed immunohistochemical nuclear staining (for two tumors, biochemistry was used for quantitative measurements) [22, 23]. HER2/neu positivity was based on immunohistochemical tests with score 3+ or in 28 cases with unclear results after fluorescence or chromogenic in situ hybridization [22, 23]. Based on the available measurements of HR expression and HER2/neu expression, tumors were classified as ‘HR positive’, ‘HER2/neu positive’ (HER2/neu positive, but HR negative) and ‘triple negative’ (both HR and HER2/neu negative) [12, 24]. It has been shown, that these immunohistochemical definitions largely describe the major intrinsic BRC subtypes ‘luminal like’, ‘HER2/neu like’ and ‘basal like’, respectively [6, 7].

During the period of diagnosis, the national CPG recommended BCS followed by radiotherapy or mastectomy for early stage BRC or mastectomy followed by radiotherapy for locally advanced tumors (guidelines recommended surgery with clear resection margins), sentinel node biopsy or dissection of regional lymph nodes for proper staging, adjuvant chemotherapy for patients with involved lymph nodes or HR negative tumors, hormonal treatment for patients with HR positive tumors and TT with monoclonal antibodies for patients with HER2/neu expressed tumors. In case of advanced tumors, systemic treatment was recommended prior to surgery and radiotherapy. For elderly patients, a treatment comparable to younger patients was recommended taking altered organ functions and co-morbidity into account [25].

Descriptive analyses were used to summarize the patients with regard to age and tumor characteristics. The study sample included all BRC patients without distant metastases at the time of diagnosis. A summary of the provided local and systemic treatments was derived. For the analysis of the risk of recurrence, information on its type (loco-regional recurrence, distant metastases), date of first occurrence and date of death was used.

Survival observations were right censored, if no event was observed until end of follow-up (31 December 2014, at the latest) and survival times between diagnosis and first occurrence of local recurrence, distant metastases, death, or end of follow-up were derived. The analyses of the risk of BRC recurrence included patients who received local surgery with free resection margins (R0) without any BRC recurrence within 3 months and for whom follow-up was available (n = 5311, 62% of the study sample). This 3 month cutoff period was chosen to allow for any changes in the staging during diagnostic work-up or initial treatment to avoid misclassification of such changes as recurrences. Five- and 10-year estimates of the cumulative incidence (CI) were derived by type of recurrence and stratified by age, tumor characteristics and major treatment options, taking into account mortality from any cause as a competing risk. The used estimator of the CI is based on a generalization of the Kaplan-Meier estimator and quantifies the probability that the event under study will occur before any specified time in the presence of competing risks [26, 27]. Along with point estimates, 95% confidence intervals of the CI were derived [28]. The R Language and Environment for Statistical Computing (release 3.1.3) [29] and the cmprsk extension package [30] were used for data preparation, statistical analyses and visualization. P-values of a two sided test of the equality of CI curves across subsamples [30] were derived and considered as a statistically significant result, if < 0.05.

Results

Table 1 presents the distribution of tumor characteristics of the patients. Overall, 56% had a T1/2N0 tumor, 69% had an invasive ductal carcinoma, and 64% had a tumor of intermediate grade. Of the tumors, 84 and 25% showed expression of HR and HER2/neu, respectively. Mean age at diagnosis was 62.7 years, 2.4% of the patients presented with bilateral BRC and mean observation time was 10.3 years. Among elderly patients, higher proportions of tumors with advanced stage, HR expression and without HER2/neu expression were observed.

Table 1.

Tumor characteristics of female patients with primary invasive breast cancer overall and by age

Category Overall <  70 years ≥ 70 years
N % a N % a N % a
Overall 9359 6138 65.6 3221 34.4
Clinical stage M1 658 7.0 377 6.1 281 8.7
Death certificate only notification 183 2.0 36 0.6 147 4.6
Study sample 8518 91.0 5725 93.3 2793 86.7
Laterality available 8508 99.9 5716 99.8 2792 100.0
unilateral 8306 97.6 5600 98.0 2706 96.9
synchronous bilateralb 202 2.4 116 2.0 86 3.1
Clinical stage available 7447 87.4 5312 92.8 2135 76.4
T1/2N0 4132 55.5 3011 56.7 1121 52.5
T1/2N+ 2379 31.9 1787 33.6 592 27.7
T3/4N0 205 2.8 111 2.1 94 4.4
T3/4N+ 731 9.8 403 7.6 328 15.4
Microscopically verified 8482 99.6 5723 100.0 2759 98.8
Morphology available 8477 99.5 5720 99.9 2757 98.7
invasive ductal 5883 69.4 4053 70.9 1830 66.4
invasive lobular 1190 14.0 773 13.5 417 15.1
mixed type 654 7.7 465 8.1 189 6.9
other 750 8.8 429 7.5 321 11.6
Histopathologic grade available 8216 96.5 5564 97.2 2652 95.0
1 610 7.4 405 7.3 205 7.7
2 5232 63.7 3458 62.1 1774 66.9
3/4 2374 28.9 1701 30.6 673 25.4
HR expression available 7424 87.2 5048 88.2 2376 85.1
positivec 6235 84.0 4152 82.3 2083 87.7
negative 1189 16.0 896 17.7 293 12.3
HER2/neu expression available 5938 69.7 4051 70.8 1887 67.6
positived 1466 24.7 1054 26.0 412 21.8
negative 4472 75.3 2997 74.0 1475 78.2
Subtype based on immunohistochemical surrogates HR and HER2/neu status available 7197 84.5 4883 85.3 2314 82.8
‚HR positive‘ 6235 86.6 4152 85.0 2083 90.0
‚HER2/neu positive‘e 368 5.1 278 5.7 90 3.9
‚triple negative’f 594 8.3 453 9.3 141 6.1
Follow-up available 8380 98.4 5634 98.4 2746 98.3
years years years
Mean observation time 10.3 10.4 10.3

The overall study sample includes all breast cancer patients (ICD-10 code: C50) from Saarland diagnosed between 1999 and 2009. T, N = T and N category of TNM classification, HR = hormone receptor, HER2/neu = human epidermal growth factor receptor 2. afigures printed in normal text represent numbers and proportions of the overall cohort or study sample, figures printed in italic text represent proportions of cases of the respective sample with available information, btumors were classified as synchronous bilateral if the time interval between their detection was ≤3 months, cincludes tumors with mixed HR expression (either estrogen or progesterone receptor positive), dincludes tumors with borderline expression of HER2/neu, eHER2/neu positive, but HR negative, fboth HR negative and HER2/neu negative

Table 2 shows the provision of local and systemic treatments. Overall, 64 and 35% of the patients received BCS and mastectomy, respectively. Among patients with T1/2N0 and T1/2N+ tumors, 71 and 73% received both surgery and radiotherapy. Of the patients with T3/4 tumors, 46% received mastectomy followed by radiotherapy. After local surgery, 95% of the patients had free resection margins (R0). Of the patients with nodal positive or HR negative tumors, 70% received chemotherapy and 85% of the patients with HR positive tumors received hormonal treatment. Of the patients with HER2/neu positive tumors, 25% received TT. The provision of treatments varied markedly by age. Elderly patients received mastectomy more often and recommended radiotherapy, chemotherapy and TT less often.

Table 2.

Provision of local and systemic treatments to breast cancer patients

Category/treatment Sample Overall <  70 years ≥ 70 years
N % a N % a N % a
Overall study sample (8518) 8518 5725 2793
Information on local treatment available study sample (8518) 6634 77.9 4548 79.4 2086 74.7
BCS patients with information on surgery (6634) 4245 64.0 3225 70.9 1020 48.9
Mastectomy 2290 34.5 1300 28.6 990 47.5
None 99 1.5 23 0.5 76 3.6
BCS patients with T1/2N0 tumors and information on surgery (3435) 244 7.1 134 5.4 110 11.7
BCS + RT 2427 70.7 1925 77.3 502 53.2
Mastectomy 754 22.0 427 17.1 327 34.6
BCS or mastectomy + RT patients with T1/2N+ tumors and information on surgery (1995) 1452 72.8 1162 78.2 290 57.0
Mastectomy + RT patients with T3/4 tumors and information on surgery (755) 350 46.4 232 55.6 118 34.9
Residual status available patients with surgery (6535) 5709 87.4 3972 87.8 1737 86.4
R0 5409 94.7 3773 95.0 1636 94.2
R1/2 300 5.3 199 5.0 101 5.8
CT information available study sample (8518) 6941 81.5 4961 86.7 1980 70.9
CT patients with N+ or HR negative tumors and information on CT usage (3472) 2429 70.0 2171 84.9 258 28.2
HT information available study sample (8518) 6740 79.1 4709 82.3 2031 72.7
HT patients with HR positive tumors b and information on HT usage (5122) 4356 85.0 3031 85.4 1325 84.3
TT information available study sample (8518) 4786 56.2 3375 59.0 1411 50.5
TT patients with HER2/neu positive tumors c and information on TT usage (839) 208 24.8 183 29.3 25 11.7

The study sample includes female patients with primary invasive breast cancer (ICD-10 code: C50) without distant metastases from Saarland diagnosed between 1999 and 2009. BCS breast conserving surgery, RT radiotherapy, T, N T and N category of TNM classification, CT chemotherapy, HR hormone receptor, HT hormonal (anti-estrogen) treatment, TT targeted treatment (trastuzumab), HER2/neu human epidermal growth factor receptor 2. afigures printed in normal text represent numbers and proportions of the study sample, figures printed in italic text represent proportions of cases of the respective sample with available information, bincludes tumors with mixed HR expression (either estrogen or progesterone receptor positive), cincludes tumors with borderline expression of HER2/neu

Table 3 presents the 5- and 10-year CI of cancer recurrence (both loco-regional recurrence and distant metastases) of BRC patients with local R0 resection by age, tumor characteristics and provided recommended treatments. Overall 5- and 10-year CI of BRC recurrence was 10 and 16%, respectively (unless otherwise stated, the 10-year estimate of the CI will be reported subsequently). The CI was higher of patients aged < 70 years (17% vs. 13%; p < 0.001). It was 9% in patients with T1/2N0 tumors, 23 and 24% in patients with T1/2N+ and T3/4N0 tumors and 34% in patients with T3/4N+ tumors, respectively (p < 0.001). It was 6, 14 and 23% in patients with low, intermediate and high grade carcinomas (p < 0.001). Little variation of the CI was observed by tumor morphology. The CI of cancer recurrence of patients with tumors of the subtype ‘HR positive’ was approximately half compared to the CI of patients with subtype ‘HER2/neu positive’ and ‘triple negative’ tumors (14% vs. 28 and 26%, p < 0.001), respectively. The overall 10-year risk of BRC recurrence of patients with and without HR expression was 27 and 14%, respectively (p < 0.001, the risk did not vary significantly between patients with tumors showing expression of estrogen or progesterone receptors, data not shown). The overall 10-year risk of BRC recurrence of patients with a HER2/neu positive tumor was 22%, varying between 28% among those with HR negative tumor and 20% among those with a HR positive tumor (p < 0.001, data not shown).

Table 3.

Five- and 10-year cumulative incidence of cancer recurrence of breast cancer patients with local R0 resection by age, tumor characteristics and provided recommended treatments

Category/treatment N 5-year CI 10-year CI p-value
PE 95% CI PE 95% CI
Overall 5311 10.4 [9.6, 11.3] 15.9 [14.8, 17.0]
Age <  70 years 3714 11.2 [10.2, 12.3] 17.2 [16.0, 18.6] < 0.001
≥ 70 years 1597 8.7 [7.4, 10.2] 12.6 [11.0, 14.5]
Clinical stage T1/2N0 2918 5.6 [4.8, 6.5] 9.4 [8.3, 10.7] < 0.001
T1/2N+ 1613 14.8 [13.1, 16.6] 23.1 [20.9, 25.5]
T3/4N0 124 16.1 [10.8, 24.2] 23.5 [16.7, 33.1]
T3/4N+ 409 26.9 [22.9, 31.6] 34.3 [29.8, 39.6]
missing 247 9.0 [6.0, 13.4] 9.9 [6.7, 14.5]
Morphology invasive ductal 3690 10.9 [10.0, 12.0] 16.2 [14.9, 17.5] 0.075
invasive lobular 758 9.7 [7.8, 12.0] 17.8 [15.0, 21.1]
mixed type 459 9.0 [6.7, 12.0] 14.3 [11.3, 18.2]
other 404 9.0 [6.6, 12.3] 11.1 [8.3, 14.9]
Histopathologic grade 1 447 2.7 [1.5, 4.7] 5.9 [3.9, 8.9] < 0.001
2 3332 8.5 [7.6, 9.5] 13.9 [12.6, 15.2]
3/4 1497 16.8 [15.0, 18.8] 23.0 [20.9, 25.4]
missing 35 17.6 [8.4, 36.8] 21.8 [11.0, 43.1]
HR expression positivea 4132 8.3 [7.5, 9.2] 14.0 [12.9, 15.2] < 0.001
negative 775 22.8 [20.0, 26.0] 27.1 [24.0, 30.5]
missing 404 9.0 [6.6, 12.3] 12.6 [9.4, 16.8]
HER2/neu expression positiveb 972 13.3 [11.3, 15.6] 21.7 [18.9, 24.8] < 0.001
negative 2941 9.6 [8.6, 10.7] 14.0 [12.7, 15.5]
missing 1398 10.2 [8.7, 11.9] 15.6 [13.8, 17.7]
Subtype based on immunohistochemical surrogates ‚HR positive‘ 4132 8.3 [7.5, 9.2] 14.0 [12.9, 15.2] < 0.001
‚HER2/neu positive‘c 234 22.8 [18.0, 28.9] 28.0 [22.4, 34.9]
‚triple negative‘d 376 23.2 [19.3, 27.9] 25.6 [21.4, 30.5]
missing 569 12.7 [10.3, 15.8] 17.8 [14.7, 21.6]
BCS T1/2N0 198 5.6 [3.1, 10.0] 7.7 [4.4, 13.4]
BCS + RT T1/2N0 2114 4.6 [3.8, 5.6] 8.4 [7.2, 9.8]
Mastectomy T1/2N0 606 9.1 [7.1, 11.8] 13.5 [10.9, 16.7]
(BCS + RT or mastectomy) + HT T1/2N0 HR positivea 1749 3.9 [3.1, 4.9] 8.2 [6.9, 9.8]
(BCS + RT or mastectomy) + CT T1/2N0 HR negative 277 12.3 [9.0, 16.8] 15.5 [11.6, 20.6]
(BCS + RT or mastectomy) + HT (if HR positive) + CT (if HR negative) + TT T1/2N0 HER2/neu positive 73 2.7 [0.7, 10.9] 2.7 [0.7, 10.9]
(BCS or mastectomy) + RT + CT + HT T1/2N+ HR positivea 554 12.0 [9.6, 15.1] 19.5 [16.1, 23.7]
(BCS or mastectomy) + RT + CT T1/2N+ HR negative 156 28.4 [22.1, 36.5] 36.9 [29.6, 46.0]
(BCS or mastectomy) + RT + CT + HT (if HR positive) + TT T1/2N+ HER2/neu positive 51 19.6 [11.2, 34.4] 21.9 [12.9, 37.2]
MAST + RT + CT + HT T3/4 HR positivea 88 26.1 [18.4, 37.2] 34.0 [24.7, 46.9]
MAST + RT + CT T3/4 HR negative 50 48.0 [35.8, 64.3] 52.2 [39.8, 68.5]

The sample includes female patients with primary invasive breast cancer (ICD-10 code: C50) without distant metastases from Saarland diagnosed between 1999 and 2009. CI cumulative incidence, PE point estimate of CI, 95% CI 95% confidence interval of PE, T, N T and N category of TNM classification, HR hormone receptor, HER2/neu human epidermal growth factor receptor 2, BCS breast conserving surgery, RT radiotherapy, CT chemotherapy, HT hormonal (anti-estrogen) treatment, TT targeted therapy (trastuzumab). aincludes tumors with mixed HR expression (either estrogen or progesterone receptor positive), bincludes tumors with borderline expression of HER2/neu, cHER2/neu positive, but HR negative, dboth HR negative and HER2/neu negative

The 10-year CI of BRC recurrence of patients with T1/2N0 tumors was 8% if they had received BCS, but 14% if they had received a mastectomy. Patients with T1/2N0 tumors who had undergone BCS followed by radiation therapy (RT) or mastectomy had a CI of 8% if HR positive tumors were treated with hormonal therapy and of 16% if HR negative tumors were treated with chemotherapy, respectively. Patients with T1/2N+ tumors who had received BCS or mastectomy followed by RT had a CI of 20% if having a HR positive tumor and treated with both chemotherapy and hormonal therapy and of 37% if having a HR negative tumor and treated with chemotherapy alone, respectively. Patients with locally advanced T3/4 tumors who had received mastectomy, radiotherapy and chemotherapy had a CI of 52% if the tumors were HR negative, but if the tumors were HR positive and the patients additionally had received hormonal therapy, the CI was 34%.

Patients with HER2/neu positive T1/2N0 tumors had a 10-year risk of tumor recurrence of 3% if they received trastuzumab (N = 73) compared to 11% if they did not receive trastuzumab (N = 159) in addition to other recommended local and systemic treatments (p = 0.074). The overall 10-year risk of BRC recurrence of patients with T1/2N+ tumors showing HER2/neu expression was 22% if they received (N = 51) and 32% if they did not receive (N = 73) TT (p = 0.862, data not shown). The patients of the entire study sample and those included in the analysis of the risk of BRC recurrence strongly resembled both in terms of age and tumor characteristics (Table 4).

Table 4.

Distribution of age and tumor characteristics of breast cancer patients of the study sample (N = 8511) and those included in the analysis of the risk of BRC recurrence (N = 5311)

Category Study sample Patients with a local R0 resection, available follow-up and without recurrence within 3 months
N % a N % a
Overall 8518 5311
Age <  70 years 5725 67.2 3714 69.9
≥ 70 years 2793 32.8 1597 30.1
Laterality available 8508 99.9 5307 99.9
unilateral 8306 97.6 5198 97.9
synchronous bilateral b 202 2.4 109 2.1
Clinical stage available 7447 87.4 5064 95.3
T1/2N0 4132 55.5 2918 57.6
T1/2N+ 2379 31.9 1613 31.9
T3/4N0 205 2.8 124 2.4
T3/4N+ 731 9.8 409 8.1
Microscopically verified 8482 99.6 5311 100.0
Morphology available 8477 99.5 5311 100.0
invasive ductal 5883 69.4 3690 69.5
invasive lobular 1190 14.0 758 14.3
mixed type 654 7.7 459 8.6
other 750 8.8 404 7.6
Histopathologic grade available 8216 96.5 5376 99.3
1 610 7.4 447 8.5
2 5232 63.7 3332 63.2
3/4 2374 28.9 1497 28.4
HR expression available 7424 87.2 4907 92.4
positive c 6235 84.0 4132 84.2
negative 1189 16.0 775 15.8
HER2/neu expression available 5938 69.7 3913 73.7
positive d 1466 24.7 972 24.8
negative 4472 75.3 2941 75.2
Subtype based on immunohistochemical surrogates HR and HER2/neu status available 7197 84.5 4742 89.3
’HR positive‘ 6235 86.6 4132 87.1
‚HER2/neu positive‘e 368 5.1 234 4.9
‚triple negative‘f 594 8.3 376 7.9
Follow-up available 8380 98.4 5311 100.0
years years
Mean observation time 10.3 10.2

The sample includes female patients with primary invasive breast cancer (BRC) (ICD-10 code: C50) without distant metastases from Saarland diagnosed between 1999 and 2009. T, N T and N category of TNM classification, HR hormone receptor, HER2/neu human epidermal growth factor receptor 2. a figures printed in normal text represent numbers and proportions of the study sample and of patients with a local R0 resection who were included in the analysis of the risk of BRC recurrence, figures printed in italic text represent proportions of patients of the respective sample with available information, b tumors were classified as synchronous bilateral if the time interval between their detection was ≤3 months, c includes tumors with mixed HR expression (either estrogen or progesterone receptor positive), d includes tumors with borderline expression of HER2/neu, e HER2/neu positive, but HR negative, f both HR negative and HER2/neu negative

Tables 5 and 6 present estimates of the 5- and 10-year CI by type of recurrence. The overall 10-year CI of loco-regional recurrence and distant metastases after surgery with free resection margins was 8 and 11%, respectively. The CI of loco-regional recurrence and distant metastases of patients with small and localized tumors was of similar size. However, if regional lymph nodes were involved, the risk of distant metastases increased disproportionally, i.e. the 10-year CI of loco-regional recurrence and distant metastases of patients with T1/2 tumors with positive lymph nodes was 10 and 18%, respectively. The overall 10-year risk of metastasis to distant sites of patients who did not have clear resection margins after definitive surgery was 27% and thus 2.4-fold increased compared to those with free resection margins (p < 0.001, data not shown). Figure 1 depicts curves of 10-year CI of BRC recurrence by type of recurrence, age, and tumor characteristics.

Table 5.

Five- and 10-year cumulative incidence of loco-regional recurrence of breast cancer patients with local R0 resection by age, tumor characteristics and provided recommended treatments

Category/treatment N 5-year CI 10-year CI p-value
PE 95% CI PE 95% CI
Overall 5311 5.4 [4.8, 6.0] 7.8 [7.0, 8.6]
Age <  70 years 3714 5.7 [5.0, 6.5] 8.5 [7.6, 9.5] 0.007
≥ 70 years 1597 4.5 [3.6, 5.6] 6.1 [4.9, 7.4]
Clinical stage T1/2N0 2918 2.8 [2.3, 3.5] 5.1 [4.3, 6.1] < 0.001
T1/2N+ 1613 7.3 [6.1, 8.7] 10.3 [8.8, 12.0]
T3/4N0 124 8.9 [5.0, 15.7] 13.0 [8.0, 21.1]
T3/4N+ 409 13.9 [10.9, 17.7] 15.1 [12.0, 19.0]
missing 247 6.9 [4.4, 11.0] 7.8 [5.1, 12.1]
Morphology invasive ductal 3690 5.7 [5.0, 6.5] 8.1 [7.2, 9.1] 0.395
invasive lobular 758 4.5 [3.2, 6.3] 8.0 [6.2, 10.5]
mixed type 459 4.1 [2.7, 6.4] 6.0 [4.1, 8.7]
other 404 5.5 [3.7, 8.3] 6.5 [4.4, 9.5]
Histopathologic grade 1 447 1.3 [0.6, 3.0] 3.3 [1.9, 5.9] < 0.001
2 3332 4.3 [3.6, 5.0] 6.6 [5.8, 7.6]
3/4 1497 8.8 [7.5, 10.3] 11.4 [9.9, 13.3]
missing 35 11.4 [4.5, 29.2] 15.5 [6.7, 36.0]
HR expression positivea 4132 4.1 [3.6, 4.8] 6.6 [5.8, 7.4] < 0.001
negative 775 12.4 [10.3, 15.0] 15.2 [12.8, 18.1]
missing 404 4.2 [2.7, 6.8] 5.2 [3.4, 8.0]
HER2/neu expression positiveb 972 7.1 [5.7, 8.9] 10.8 [8.8, 13.2] 0.004
negative 2941 4.9 [4.2, 5.7] 6.9 [6.0, 8.0]
missing 1398 5.1 [4.1, 6.4] 7.6 [6.3, 9.2]
Subtype based on immunohistochemical surrogates ‘HR positive‘ 4132 4.1 [3.6, 4.8] 6.6 [5.8, 7.4] < 0.001
‚HER2/neu positive‘c 234 12.9 [9.2, 18.0] 16.2 [11.8, 22.3]
‘triple negative‘d 376 12.0 [9.1, 15.8] 13.8 [10.6, 17.9]
missing 569 6.7 [4.9, 9.1] 9.1 [6.9, 11.9]
BCS T1/2N0 198 3.6 [1.7, 7.4] 4.9 [2.3, 10.2]
BCS + RT T1/2N0 2114 2.1 [1.6, 2.9] 4.4 [3.5, 5.5]
Mastectomy T1/2N0 606 4.8 [3.4, 6.9] 7.9 [5.9, 10.5]
(BCS + RT or mastectomy) + HT T1/2N0 HR positive a 1749 1.7 [1.2, 2.4] 4.3 [3.3, 5.5]
(BCS + RT or mastectomy) + CT T1/2N0 HR negative 277 6.5 [4.2, 10.2] 9.3 [6.3, 13.7]
(BCS + RT or mastectomy) + HT (if HR positive) + CT (if HR negative) + TT T1/2N0 HER2/neu positive 73 0.0 0.0
(BCS or mastectomy) + RT + CT + HT T1/2N+ HR positive a 554 5.8 [4.2, 8.2] 8.3 [6.2, 11.2]
(BCS or mastectomy) + RT + CT T1/2N+ HR negative 156 12.9 [8.5, 19.4] 16.5 [11.3, 24.1]
(BCS or mastectomy) + RT + CT + HT (if HR positive) + TT T1/2N+ HER2/neu positive 51 9.8 [4.2, 22,7] 9.8 [4.2, 22,7]
MAST + RT + CT + HT T3/4 HR positive a 88 17.0 [10.7, 27.1] 17.0 [10.7, 27.1]
MAST + RT + CT T3/4 HR negative 50 22.0 [13.0, 37.3] 26.2 [16.3, 42.1]

The sample includes female patients with primary invasive breast cancer (ICD-10 code: C50) without distant metastases from Saarland diagnosed between 1999 and 2009. CI cumulative incidence, PE point estimate of CI, 95% CI 95% confidence interval of PE, T, N T and N category of TNM classification, HR hormone receptor, HER2/neu human epidermal growth factor receptor 2, BCS breast conserving surgery, RT radiotherapy, CT chemotherapy, HT hormonal (anti-estrogen) treatment, TT targeted treatment (trastuzumab). aincludes tumors with mixed HR expression (either estrogen or progesterone receptor positive), bincludes tumors with borderline expression of HER2/neu, cHER2/neu positive, but HR negative, dboth HR negative and HER2/neu negative

Table 6.

Five- and 10-year cumulative incidence of distant metastases of breast cancer patients with local R0 resection by age, tumor characteristics and provided recommended treatments

Category/treatment N 5-year CI 10-year CI p-value
PE 95% CI PE 95% CI
Overall 5311 7.2 [6.5, 7.9] 11.3 [10.4, 12.3]
Age <  70 years 3714 7.8 [7.0, 8.7] 12.5 [11.4, 13.7] < 0.001
≥ 70 years 1597 5.8 [4.7, 7.0] 8.6 [7.2, 10.2]
Clinical stage T1/2N0 2918 3.6 [3.0, 4.4] 6.0 [5.1, 7.0] < 0.001
T1/2N+ 1613 10.8 [9.4, 12.4] 17.5 [15.6, 19.7]
T3/4N0 124 11.3 [6.9, 18.6] 16.6 [10.9, 25.4]
T3/4N+ 409 19.6 [16.1, 23.8] 27.3 [23.0, 32.4]
missing 247 3.3 [1.6, 6.5] 4.3 [2.3, 7.9]
Morphology invasive ductal 3690 7.6 [6.8, 8.5] 11.5 [10.4, 12.7] 0.085
invasive lobular 758 6.6 [5.1, 8.7] 12.4 [10.1, 15.4]
mixed type 459 6.3 [4.5, 9.0] 11.3 [8.6, 15.0]
other 404 5.3 [3.5, 8.0] 7.0 [4.8, 10.2]
Histopathologic grade 1 447 1.4 [0.6, 3.0] 3.9 [2.3, 6.6] < 0.001
2 3332 5.8 [5.0, 6.6] 9.8 [8.7, 10.9]
3/4 1497 12.1 [10.5, 13.8] 17.0 [15.1, 19.1]
missing 35 9.0 [3.0, 26.9] 9.0 [3.0, 26.9]
HR expression positive a 4132 5.6 [5.0, 6.4] 10.0 [9.0, 11.0] < 0.001
negative 775 15.9 [13.5, 18.7] 19.0 [16.4, 22.1]
missing 404 6.3 [4.3, 9.1] 9.8 [7.0, 13.8]
HER2/neu expression positive b 972 9.1 [7.4, 11.1] 15.1 [12.8, 17.8] 0.001
negative 2941 6.6 [5.7, 7.5] 9.8 [8.7, 11.0]
missing 1398 7.2 [6.0, 8.7] 11.6 [9.9, 13.5]
Subtype based on immunohistochemical surrogates ’HR positive‘ 4132 5.6 [5.0, 6.4] 10.0 [9.0, 11.0] < 0.001
‚HER2/neu positive‘c 234 15.9 [11.8, 21.4] 19.4 [14.7, 25.5]
‚triple negative‘d 376 16.3 [12.9, 20.5] 18.7 [15.0, 23.2]
missing 569 8.9 [6.8, 11.5] 12.6 [10.0, 15.9]
BCS T1/2N0 198 3.1 [1.4, 6.7] 4.4 [2.2, 8.7]
BCS + RT T1/2N0 2114 3.0 [2.4, 3.9] 5.4 [4.5, 6.6]
Mastectomy T1/2N0 606 5.8 [4.2, 8.0] 8.2 [6.2, 10.8]
(BCS + RT or mastectomy) + HT T1/2N0 HR positive a 1749 2.7 [2.0, 3.6] 5.2 [4.2, 6.5]
(BCS + RT or mastectomy) + CT T1/2N0 HR negative 277 7.9 [5.3, 11.9] 9.2 [6.3, 13.4]
(BCS + RT or mastectomy) + HT (if HR positive) + CT (if HR negative) + TT T1/2N0 HER2/neu positive 73 2.7 [0.7, 10.9] 2.7 [0.7, 10.9]
(BCS or mastectomy) + RT + CT + HT T1/2N+ HR positive a 554 8.6 [6.5, 11.3] 15.4 [12.2, 19.3]
(BCS or mastectomy) + RT + CT T1/2N+ HR negative 156 23.2 [17.4, 31.0] 30.7 [23.9, 39.4]
(BCS or mastectomy) + RT + CT + HT (if HR positive) + TT T1/2N+ HER2/neu positive 51 13.7 [6.8, 27.5] 16.0 [8.4, 30.5]
MAST + RT + CT + HT T3/4 HR positive a 88 14.8 [8.9, 24.5] 24.1 [15.8, 36.8]
MAST + RT + CT T3/4 HR negative 50 40.0 [28.3, 56.5] 40.0 [28.3, 56.5]

The sample includes female patients with primary invasive breast cancer (ICD-10 code: C50) without distant metastases from Saarland diagnosed between 1999 and 2009. CI cumulative incidence, PE point estimate of CI, 95% CI 95% confidence interval of PE, T, N T and N category of TNM classification, HR hormone receptor, HER2/neu human epidermal growth factor receptor 2, BCS breast conserving surgery, RT radiotherapy, CT chemotherapy, HT hormonal (anti-estrogen) treatment, TT targeted treatment (trastuzumab). aincludes tumors with mixed HR expression (either estrogen or progesterone receptor positive), bincludes tumors with borderline expression of HER2/neu, cHER2/neu positive, but HR negative, dboth HR negative and HER2/neu negative

Fig. 1.

Fig. 1

Ten-year cumulative incidence curves of cancer recurrence of female patients with primary invasive breast cancer. Cumulative incidence of cancer recurrence of breast cancer patients (ICD-10 code: C50) without distant metastases from Saarland after local R0 resection and diagnosed between 1999 and 2009 overall (subfigure a), by type of recurrence (b), age (c), clinical stage (d), histopathologic grade (e), morphologic type (f), hormone receptor expression (g), HER2/neu expression (h), and subtype based on immunohistochemical surrogates (i). T, N T and N category of TNM classification, HR hormone receptor, HER2/neu human epidermal growth factor receptor 2

Discussion

This study derived population-based long-term estimates of the risk of cancer recurrence of BRC patients from Germany who had received local surgery with free resection margins (R0) up to 10 years after diagnosis. Overall 5- and 10-year CI of BRC recurrence was 10 and 16%. The 10-year CI of loco-regional recurrence and distant metastases was 8 and 11%, respectively. The derived estimates showed substantial variation and were particularly increased if tumors were locally or regionally advanced, of high grade, or classified as subtype ‘HER2/neu positive’ (without HR expression) or ‘triple negative’.

To date, studies of the risk of loco-regional recurrence and distant metastases using population-based samples of BRC patients are scant. Published CPGs such as the European Society for Medical Oncology clinical practice guidelines [24], the American Society of Breast Surgeons consensus guideline [31], and the German interdisciplinary S3 guidelines [12] mostly refer to studies which used hospital-based cohorts [7, 1315] or participants of clinical trials [4, 32]. Furthermore, several of these studies included patients who had been diagnosed decades ago (e. g. two studies from the US reported a 5-year risk of local recurrence of 8% of BRC patients who had been treated with lumpectomy and radiotherapy between 1968 and 1984 [13] or a 10-year risk of loco-regional recurrence and distant metastases of 17 and 35% of BRC patients who had been treated between 1975 and 1994 with mastectomy, chemotherapy and with or without hormonal therapy, respectively [4], and a more recently published study from the Netherlands reported a 5-year risk of BRC recurrence of 29 and 11% of patients with T1 tumors aged ≤40 and > 40 who had received BCS and radiotherapy between 1984 and 1997, respectively [15]). Therefore, the results of these studies may be outdated and not representative for more recently treated patients. Studies including participants of clinical trials (e.g. [4, 32]) may have even less external validity, as trial enrollees are often highly selected and therefore little representative of the overall population of BRC patients [33, 34].

To systematically identify registry-based studies presenting results of more recently diagnosed patients, the PubMed database was searched using the terms ‘breast cancer’, ‘recurrence’, and ‘registry’. Few studies from the Netherlands [3539], the US [40], Canada [41], Italy [42] could be identified upon careful reading. However, several issues hampered the comparison of these studies’ findings with the results presented in this article. First, selective referral to participating clinics may have limited the applicability of the results derived from hospital-based cohorts (e.g. [7, 35, 40, 4345]) to unselected populations of BRC patients. Second, some population-based studies investigated patient samples with special characteristics (e.g. patients with T1/2N0 basal like BRC subtype [36] or patients aged ≤35 years who received post-mastectomy radiation [41]), and corresponding subgroups of patients could not be analyzed in this study due to small patient numbers or missing data items. Third, some published population-based studies used ‘classical’ Kaplan-Meier estimators, reported proportions, or did not mention whether competing risks had been taken into account (e.g. [7, 37, 39, 40]).

A population-based study from the Netherlands reported similar overall 5-year risks of loco-regional recurrence and distant metastases of 4 and 9% of BRC patients who received surgery between 2003 and 2008 and who had a comparable stage distribution [37]. A recently published study from Denmark which linked data from different registries reported 5-year CI of BRC recurrence and bone and visceral metastases of 18, 2 and 5%, respectively, in a sample of 23,478 patients with regional or stage II or III BRC [46]. Patients of the current study with regional or stage II or III BRC who were overall comparable to the Danish sample had a 5-year CI of BRC recurrence and distant metastases of 16 and 11%, respectively (data not shown). In both studies the overall risk of BRC recurrence was comparable. The somewhat lower risk of distant metastases derived in the Danish study could have resulted from both a possible underestimation of metastases [46] and a somewhat higher proportion of patients with involved lymph nodes in the current study. Another recently published study from Italy used population-based samples of BRC patients and reported comparable overall proportions of patients with tumors with HR and HER2/neu expression and accordingly, similar proportions of luminal (subtypes A, B, and HER2/neu), HER2/neu like and basal like BRC of 83, 7, and 11%, respectively [42]. Observed 5-year risks of BRC recurrence of the Italian patients with luminal A, HER2/neu and basal like tumors of 7, 22, and 20% were quite comparable to this study’s results. A summary of the aforementioned and cited studies is provided as Additional file 1.

This study included virtually all women residing in the federal state of Saarland who had been diagnosed with primary invasive BRC between 1999 and 2009 [18, 19]. The derived estimates of BRC recurrence given in this work therefore reflect the risk of ‘real world’ patients and the effectiveness of cancer care provided in a routine setting. This study intended to investigate the risk of BRC recurrence of patients who had received surgery with free resection margins as a recommended local treatment [23, 25, 47]. The overall proportion of patients with involved resection margins after definitive surgery was 5% and these patients had a 2.4-fold increased risk of a metastatic spread of their tumor compared to patients with free resection margins.

Preceding analyses of the implementation of guideline recommendations in the study sample revealed that the proportion of patients (with available information on HER2/neu expression of their tumor) who received trastuzumab rose from 2 to 47% between 2000 and 2009 [48]. Thus, the observed findings of a 4.2-fold and a 1.5-fold increased risk of BRC recurrence of patients with early T1/2N0 and T1/2N+ BRC who had not received TT in addition to recommended local and other systemic treatments may be indicative for the effectiveness of trastuzumab therapy on a population level, even though the limited sample size and the observational design of this registry-based study must be taken into account.

One of the studies cited in the text and listed in Additional file 1 provided estimates of the effect of TT on the risk of BRC recurrence. Patients from The Netherlands with HER2/neu expressed tumors who had been treated with trastuzumab conveyed a 50% risk reduction of loco-regional BRC recurrence in the first 5 years after treatment compared to untreated patients [37]. The observed absolute risks of local and regional recurrence in that study were 2 and 1% among patients treated with trastuzumab and 4 and 3% among those without. In the current study, 5-year risk estimates of loco-regional recurrence of 6% among patients with and 7% among patients without trastuzumab treatment were observed in a patient sample which additionally encompassed patients with neoadjuvant systemic treatments.

The shapes of the curves of CI of BRC recurrence point to an initially higher hazard of patients with HR negative tumors which decreases over time and an initially lower but constant hazard of patients with HR positive tumors. Additional analyses confirmed these patterns and revealed a slightly higher hazard of BRC recurrence among patients with HR positive tumors starting 6 or 7 years after diagnosis (data not shown), which has been observed in participants of several clinical trials [23].

Recent studies have shown fear of recurrence to be highly prevalent among BRC survivors [49], and that many BRC patients overestimate their risk of cancer recurrence [50]. For these reasons, the presented results may extend available knowledge and have great relevance for clinicians, their patients and researchers. Furthermore, this study derived estimates of the long-term risk of BRC recurrence up to 10 years after diagnosis. To the best of the knowledge of the authors, so far only one study from the Netherlands had reported population-based long-term estimates of BRC recurrence of such an extended follow-up period [39]. This study has further strengths. First, the size of the study sample allowed to deriving detailed estimates by tumor characteristics and major treatment options. Second, the use of multiple sources of information ensured a high completeness and validity of the available data [48], i.e. detailed information of characteristics such as clinical stage, histopathologic grade, and subtype were available for 87, 97 and 85% of the tumors, respectively. The registration model with different sources of information and statutory provisions on the events to trigger cancer notifications, the interdisciplinary approach of the treatment of patients with recurrent BRC [22, 23] and the fact that recurrent and metastatic BRC often turns into a chronic condition maximized the likelihood of a registration of cancer recurrence and thus an almost complete follow-up of the patients with regard to these outcomes. Since the mid-1990s, the annual number of notifications of recurrent BRC to the Saarland CR was rather stable and ranged between 192 and 255, respectively.

However, there are also weaknesses that require careful consideration. Detailed data on administered local surgery and radiotherapy, chemotherapy, hormonal treatment and TT were available for 78, 82, 79, and 56% of the patients, respectively. Trastuzumab became available for treatment in the calendar period when the patients of this study received primary treatment. Therefore, the proportion of patients with information whether or not a TT was administered was lower compared to the other treatments. Despite this, the sample of patients used for the analyses showed great similarity with the study sample and was large enough to obtain estimates of the CI of BRC recurrence with sufficient precision for most of the clinically relevant subgroups of patients. As the majority of patients had received a guideline adherent treatment [48] and additional information, e.g. on co-morbidity of the patients was lacking, no comparative analyses of the risk of recurrence of patients with and without guideline adherent treatment have been carried out except for patients with early stage BRC showing HER2/neu expression. Furthermore, additional information on histopathological tumor characteristics which affect the risk of recurrence such as vessel invasion or prognostic marker Ki-67 [51] have not been collected or have come into routine use very recently only. The CR did not collect information of the staging examinations of individual patients. Major implications of different staging over time or an increasing sensitivity and improved accuracy of diagnostic procedures seem unlikely, as the observed proportion of patients with metastatic BRC at the time of diagnosis remained rather constant over time.

Based on recommendations of the National Cancer Plan from 2008, the majority of German federal states have meanwhile extended the existing population-based CRs to comprehensive CRs [52]. The collection of the data used in this study including cancer recurrence as outcome anticipated the items of the common and mandatory basic dataset which is now basis for data collection of comprehensive CRs in Germany. This common catalogue of data items, passive registration with defined events to trigger mandatory notifications to CRs and a sustainable funding hopefully prove to be suitable for collecting high quality CR data in Germany for reporting cancer burden, for monitoring the quality of cancer care and for oncologic research [52]. A recently published article which demonstrated the lack of reliable data on cancer recurrence after primary cancer treatment in the US and an accompanying editorial argued for the collection of such data by population-based CRs [53, 54]. The availability of population-based data of the long-term risk of cancer recurrence up to 10 years after diagnosis and derived from a much larger population of BRC patients from Germany is still some way off.

Conclusions

The presented findings of this study may extend available knowledge of the long-term risk of cancer recurrence of an unselected population of BRC patients from a central European region who received cancer care in a routine setting. The study further demonstrated the usefulness of CRs for a population-based monitoring of the effectiveness of cancer care in terms of disease recurrence as a major treatment related outcome measure.

Additional file

Additional file 1: (27.4KB, pdf)

Cited studies of the risk of cancer recurrence of breast cancer patients. (PDF 27 kb)

Acknowledgements

Not applicable.

Funding

This work was supported in part by the German Cancer Aid (Deutsche Krebshilfe) (grant numbers 70–3166-Br5, 108257 and 108761). The German Cancer Aid had no role in the design, the data collection, the analysis, the interpretation of the results, the writing of the manuscript, or in the decision to submit the manuscript.

Availability of data and materials

The access to the data used during this study is subject to state provisions.

Abbreviations

BCS

Breast conserving surgery

BRC

Breast cancer

CI

Cumulative incidence

CPG

Clinical practice guidelines

CR

Cancer registry

HER2/neu

Human epidermal growth factor receptor 2

HR

Hormone receptor

ICD-10

International Classification of Diseases, 10th Revision

RT

Radiation therapy

T, N, M

Categories of the UICC TNM staging classification

TT

Targeted treatment

Authors’ contributions

This study was designed by BH, CS and HB. BH prepared and managed the dataset and analyzed the data. All authors provided interpretation of the results. BH drafted the manuscript and CS, JCR, ES and HB critically reviewed and revised the draft. All authors have approved the final version of the manuscript.

Ethics approval and consent to participate

No informed consent of the patients was necessary for this study. The data were collected according to state provisions (Saarland Cancer Registration Act) for the purpose of monitoring cancer burden, care and outcomes and provided and used for this study according to the respective legal regulations.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Additional file 1: (27.4KB, pdf)

Cited studies of the risk of cancer recurrence of breast cancer patients. (PDF 27 kb)

Data Availability Statement

The access to the data used during this study is subject to state provisions.


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