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Research Papers:

Luminal B breast cancer: patterns of recurrence and clinical outcome

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Oncotarget. 2016; 7:65024-65033. https://doi.org/10.18632/oncotarget.11344

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Zhi-hua Li _, Ping-hua Hu, Jian-hong Tu and Ni-si Yu

Abstract

Zhi-hua Li1, Ping-hua Hu1, Jian-hong Tu2, Ni-si Yu3

1Prevention and Cure Center of Breast Disease, The Third Hospital of Nanchang City, Key Laboratory Of Breast Diseases In Jiangxi Province, Nanchang, JiangXi 330009, People’s Republic of China

2Department of Pathology, The Third Hospital of Nanchang City, JiangXi Breast Specialist Hospital, Nanchang, JiangXi 330009, People’s Republic of China

3Department of Gynaecology, The Affiliated Hospital of Jiangxi Traditional Chinese Medicine University, Nanchang, Jiangxi 330006, People’s Republic of China

Correspondence to:

Zhi-hua Li, email: [email protected]

Keywords: luminal B subtype, breast cancer, recurrence pattern, prognosis

Received: April 18, 2016     Accepted: July 28, 2016     Published: August 17, 2016

ABSTRACT

In recent years, most studies on breast cancer relapse and metastasis have focused on non-luminal breast cancers (including the basal-like and HER-2 subtypes) because of their poor prognosis. However, the luminal B subtype is more common, but this type has not been investigated as thoroughly. In the current study, we collected data on 258 patients with luminal-B breast cancer patients with recurrence and metastasis served as the observation group, and 189 patients with non-luminal breast cancer during the same period served as the control group. This study aimed to investigate the pattern of recurrence and clinical outcome after follow-up treatment for luminal B breast cancer. We found a higher proportion of local recurrence and single bone metastasis in patients with luminal B breast cancer than in patients in the non-luminal groups. The risk of recurrence and metastasis in patients with luminal B breast cancer during a 2- to 5-year period and after 5 years was still present, but the risk in patients with non-luminal breast cancers had obviously decreased during the same period. Patients with luminal B breast cancer with recurrence or/and metastasis had a better prognosis after reasonable treatment. The recurrence patterns and clinical outcomes of patients with luminal B breast cancer according to HER2 status were also different, to some degree. These results are of potential clinical relevance especially for the monitoring of clinical prognosis and targeted therapy intervention for luminal B breast cancer.


INTRODUCTION

Breast cancer is the most common cancer in females worldwide and is the second leading cause of cancer death in women. Despite advances in early detection and comprehensive treatments for breast cancer, approximately 30% of patients with early-stage breast cancer still experience recurrent disease [1]. Most studies [24] have indicated that recurrent disease is related to the traditional histopathologic parameters, including lymph node status, histologic grade, and tumor size. The large tumor burdens and micro metastases that are evident in vivo prior to relapse are not sensitive to systemic comprehensive treatment and will ultimately lead to cancer recurrence. However, the clinical, pathological and molecular biological characteristics of breast cancers have biologic heterogeneity that these traditional histopathologic parameters fail to characterize. Studies have demonstrated that the intrinsic molecular subtypes can be used to evaluate the distinct features, clinical behaviors and different responses to comprehensive treatment of patients with breast cancer. The different intrinsic molecular subtypes have been defined as follows: basal-like, HER2−enriched, luminal A and luminal B, which each have a different prognosis [5]. Luminal B breast cancers are characterized by a lower expression of estrogen receptor (ER), a low expression of progesterone receptor (PgR) and a high histologic grade [6]. Luminal B breast cancer is defined by aggressive clinical behavior and has a prognosis similar to that of non-luminal cancers (including the HER2−enriched and base-like subtypes) [7]. According to the 2013 St Gallen Consensus, the luminal B subtype accounted for nearly 40% of all breast cancers [8]. Therefore, the pattern of recurrence and clinical outcome of the luminal B subtype should be of concern.

The aim of this study was to analyze the recurrence pattern and evaluate the prognostic features after follow-up treatment in patients with the luminal B subtype of breast cancer.

RESULTS

Clinical data of patients who underwent early treatment

The baseline tumor characteristics are listed and compared between the luminal B group and the non-luminal group (Table 1). The median age at diagnosis of the patients with luminal B breast cancer was 48 years (range 31 to 71 years), and the median age at diagnosis of patients with non-luminal breast cancer was 42 (range 28 to 69 years). Compared with non-luminal breast cancer patients with postoperative recurrence and metastasis, the average age at diagnosis of patients in the luminal group was greater, and the proportion of patients with postmenopausal status was higher. The difference between the groups was statistically significant (P < 0.005). However, in regards to family history of breast cancer, pathological type, clinical stage, and axillary lymph node status, no differences were observed between the groups. An analysis of individuals with luminal B breast cancer (n = 258) showed that patients in this subgroup did not differ in terms of any of the clinical characteristics under investigation (P > 0.05).

Table 1: Patients’ clinical data with early treatments in different subtype breast cancer with recurrence and metastasis

Luminal B

Non-Luminal

χ2

P value

HER-2−

HER-2+

AGE

 ≥ 50

54

65

66

5.644

0.018

 < 50

25

114

123

Menopausal status

 Post-menopausal

53

67

70

4.007

0.045

 Pre-menopausal

26

112

119

Family history of breast cancer

 YES

18

48

37

2.218

0.136

 NO

61

131

152

Histology

 Invasive ductal

72

155

168

0.087

0.768

 Others

8

23

21

Clinical stage TNM stages

 I + II

26

65

78

1.669

0.196

 III

53

114

111

Axillary lymph node status

 No

9

43

52

3.308

0.069

 Metastasis

70

136

137

 1–3 node

23

47

48

0.26

0.61

 ≥ 4 node

57

89

89

Surgical method

 BCT

8

19

26

1.131

0.288

 Mastectomy

71

160

163

Adjuvant chemotherapy

 CAF regimen

30

48

51

0.154

0.695

CET or AC-T regimen

41

120

115

 No chemotherapy

8

11

13

0.002

0.968

Adjuvant radiotherapy

 YES

58

129

123

2.811

0.094

 No

21

50

66

All patients enrolled in this study were treated according to the guidelines for the clinical diagnosis and treatment of breast cancer. A comparison of patients with luminal B and those with non-luminal breast cancers revealed no difference in these treatments, including surgical procedures, adjuvant chemotherapy and radiotherapy. Moreover, no differences in treatment were found between the HER2+ subgroup and the HER2− subgroup of luminal B patients. In addition, 25 patients with luminal B did not receive endocrine therapy; this was due to a change in ER or PR positivity in 22 cases and to personal reasons in 3 cases.

Recurrence pattern of luminal B breast cancer

Among the 258 cases of luminal B breast cancer, 42 patients had local recurrence, 43 cases had regional recurrence, 60 cases had only bone metastasis and 123 cases had metastasis to other sites or multiple organ metastasis. Compared with the 189 patients with non-luminal breast cancer, the proportion of loco regional recurrence and bone-only metastasis was higher in patients with luminal B breast cancer; this difference was significant (P = 0.048, 0.038 for non-luminal and luminal B cancers, respectively). Moreover, in luminal B patients, the HER2+ subgroup had a higher proportion of bone-only metastasis than did the HER2− subgroup, and the difference was statistically significant (P = 0.023). However, the proportion of loco regional recurrence was not significantly different between the HER2+ subgroup and the HER2− subgroup (P = 0.153). The median duration of survival from the time of first disease recurrence was 34, 39, 27 and 22 months for the luminal B group, the HER2+ luminal B subgroup, the HER2− luminal B subgroup and the non-luminal group, respectively. The recurrence risk curves were drawn using the recurrence proportion as longitudinal coordinates and the follow-up time (in years) as horizontal coordinates (Figure 1), and these curves clearly show the breast cancer-free interval (BCFI) of the different groups.

Comparison of BCFI between luminal B and non-luminal breast cancer patients, HER2+ luminal B subgroup and HER2&#x2212; luminal B subgroup.

Figure 1: Comparison of BCFI between luminal B and non-luminal breast cancer patients, HER2+ luminal B subgroup and HER2− luminal B subgroup.

On further analysis, the 2-year cumulative incidence rate was 29.5% (76/258), 30.7% (58/189), 22.8% (18/79), and 39.7% (75/189) for the luminal B group, the HER2+ luminal B subgroup, the HER2− luminal B subgroup and the non-luminal group, respectively. A significant difference was found only between the luminal B group and the non-luminal group (P = 0.024). The 5-year cumulative incidence rate was 66.3% (171/258), 68.2% (122/189), 62% (49/49), and 74.1% (141/189) for the luminal B group, the HER2+ luminal B subgroup, the HER2− luminal B subgroup and the non-luminal group, respectively. However, the differences were not statistically significant between the luminal B group and the non-luminal group (P= 0.058) or between the HER2+ luminal B subgroup and the HER2− luminal B subgroup (P = 0.337). A comparison of the characteristics of recurrence and metastasis between the different groups is shown in Table 2.

Table 2: Comparison of recurrence and metastasis characteristics in different group

Luminal B

Non-Luminal

Luminal B

χ2

P

HER2

HER2+

χ2

P

Recurrence and metastasis within 2 years

 Yes

18

58

2.44

0.118

75

76

5.099

0.024

 no

61

121

114

182

Recurrence and metastasis within 5 years

 yes

49

122

0.922

0.337

141

171

3.586

0.058

 no

30

57

48

87

Relapse site

 Loco regional recurrence

31

54

2.042

0.153

46

85

3.901

0.048

 Distant metastasis

48

125

173

143

Distant metastasis site

 Only bones

23

37

5.136

0.023

34

60

4.295

0.038

 Others

25

88

108

113

PFS and MSR of patients with luminal B breast cancer with recurrence and metastasis

Breast cancer patients with recurrence and metastasis were primarily treated according to the current consensus guidelines for advanced breast cancer, personal economic ability, wishes of the patient and the doctor’s experience.

During the follow-up period, 11 patients in the luminal B group achieved clinical complete response and did not demonstrate progression, but only 2 cases in the non-luminal group did so. The median PFS rates of the luminal B group and the non-luminal group were 20.0 months and 13.11 months, respectively, and this difference was statistically significant (χ2 = 9.97, P = 0.002) (Figure 2). The median post-metastasis survival time of the luminal B group and the non-luminal group was 28.4 and 22.5 months, respectively. The difference between these groups was statistically significant (χ2 = 5.87, P = 0.015) (Figure 3).

Comparison of PFS between luminal B and non-luminal breast cancer patients

Figure 2: Comparison of PFS between luminal B and non-luminal breast cancer patients

Comparison of MSR between luminal B and non-luminal breast cancer patients with recurrence and metastasis.

Figure 3: Comparison of MSR between luminal B and non-luminal breast cancer patients with recurrence and metastasis.

The HER-2 gene is an important prognostic indicator for breast cancer patients. In patients with luminal B breast cancer, compared with patients in the HER2+ subgroup, the median PFS of the HER2− subgroup was longer (19.1:15.1 months), and this difference was statistically significant (P = 0.042), as shown in Figure 4. In contrast, the difference in the median post-metastasis survival time between the HER2+ subgroup and the HER2− subgroup was not significant (P = 0.127), as shown in Figure 5.

Comparison of PFS between HER2+ and HER2&#x2212; luminal B breast cancer patients with distant metastasis.

Figure 4: Comparison of PFS between HER2+ and HER2− luminal B breast cancer patients with distant metastasis.

Comparison of MSR between HER2+ and HER2&#x2212; luminal B breast cancer patients with recurrence and metastasis.

Figure 5: Comparison of MSR between HER2+ and HER2− luminal B breast cancer patients with recurrence and metastasis.

DISCUSSION

The application of gene expression profiling has reshaped our understanding of breast cancer biology. Four main intrinsic molecular subtypes of breast cancer (luminal A, luminal B, HER2−enriched and basal-like) have been classified over the last 15 years, and each of these subtypes has different features, clinical behaviors, and treatment response profiles [9]. Luminal B breast cancer has been reported to have lower expression of hormone receptors, higher expression of proliferation markers, and higher histologic grade than luminal A breast cancer [10]. According to the 2013 St Gallen Consensus, the diagnosis of a portion of patients with the luminal A subtype with poor prognosis was changed to the luminal B subtype, which was determined based on ER positivity, HER2 negativity, Ki67 expression > 14%, and PgR expression < 20% [1112].

The luminal B subtype is the most common, as this type accounted for approximately 40% of all breast cancers [8]. Remarkably, our study found that 48.1% (258/536) of the patients with recurrence and metastasis had one of the luminal B subtypes. That is to say, compared with the luminal A group, luminal B breast cancer is recognized by a more aggressive clinical behavior and unfavorable prognosis [13]. In the BIG (Breast International Group) 1–98 trial, which assigned 8,010 patients to four treatment arms that compared different sequential administrations of letrozole and tamoxifen, patients with lower ER levels had worse DFS than those with high ER levels [14]. In a meta-analysis of patients with advanced ER-positive breast cancer, HER2 overexpression was identified as risk factor for increased disease recurrence [15]. Most luminal B cancers may have a greater sensitivity to neoadjuvant chemotherapy, but no improvement in disease-free survival was observed in these patients [16]. In ER-positive breast tumors, the loss of PgR or PgR expression < 20% was identified as an adverse prognostic factor [11, 17].

However, the pattern and time to recurrence in patients with luminal B breast cancer were different from those in the non-luminal groups because of endocrine therapy with tamoxifen or AIs. These therapies block the binding of hormone receptors to their corresponding receptors or decrease androgen-derived estrogen formation, which inhibit the proliferation of tumors and reduce the risk of tumor recurrence and metastasis [1819]. In this study, 258 cases of luminal B breast cancer were compared with 189 cases of non-luminal breast cancer, and it was found that the median age at diagnosis was greater (48:42) and that the proportion of postmenopausal patients was larger (120/258:70/189) in patients with luminal B breast cancer. The difference between the groups was significant (P = 0.045). These results are similar to those reported in the literature [20]. After further analysis of the characteristics of recurrence and metastasis in luminal B breast cancer patients, we found that the 2-year cumulative incidence rate and the 5-year cumulative incidence rate were 29.4% (76/258) and 66.3% (171/258), respectively, which were lower than the corresponding rates in non-luminal breast cancer patients. However, the 2–5 year cumulative recurrence rate and the cumulative recurrence rate after 5 years were not lower in the luminal B patients [21]. That is, the risk of recurrence and metastasis in luminal B breast cancer patients from 2 to 5 years and after 5 years was still present, but the risk in the patients with non-luminal breast cancer had obviously decreased during the same period [22]. In a retrospective analysis of breast cancer patients with distant metastasis, women with ER-positive tumors presented a decreased risk of distant recurrence within the first 5 years, but this effect was not seen in ER-negative patients, who showed a decline in risk during the period of 5–10 years after diagnosis [20]. According to the 2013 NCCN guidelines for breast cancer, breast cancer patients who are hormone receptor-positive were recommended to undergo endocrine therapy for at least 5 years after the completion of surgery and chemotherapy [2324]. However, after 2 years of endocrine therapy, the ER expression pattern varied, and drug-resistance occurred. Features of local recurrence and distant metastasis in patients with luminal B breast cancer that were revealed in this study were consistent with the theory of the guidelines mentioned previously and were confirmed by a number of retrospective studies [20, 25].

The risk of recurrence and pattern of site dissemination in breast cancer depends on factors such as treatment and the intrinsic subtype [2627]. Local recurrence after radical surgery for breast cancer is typically considered a precursor to distant metastasis. Engel et al. [28] found that the risk of distant metastasis in patients with postoperative local recurrence was 3 times higher in patients without postoperative local recurrence. However, some studies found that the postoperative local recurrence of breast cancer was not the only sign of systemic disease. According to prognostic indicators, some patients with local recurrence could be cured [29]. Local recurrence manifests as two different clinical courses. One course is when recurrence occurs many years after surgery, which is usually a slow progression with a relatively better prognosis. The other course is local recurrence that is actually considered a local manifestation of systemic tumor dissemination, which develops quickly and can be thought of as the initial stage of distant metastasis [30]. Breast cancer patients with bone and/or visceral metastases more often have a poor prognosis, but patients with single bone metastasis tend to experience a greater long-term survival. This study found that patients with luminal B breast cancer experienced a higher proportion of local recurrence and single bone metastasis, and had a better prognosis compared with patients with non-luminal breast cancer. Local recurrence and single bone metastasis in luminal B patients may be associated with drug-resistance patterns of endocrine therapy [3132].

HER2 expression in primary breast cancer has commonly been reported to range from 20 to 30% [33]. HER2 overexpression (2+/3+) was found in 48.57% of the primary lesions and 45.71% of the local-regional recurrences [34]. HER2 positivity was considered an independent prognostic indicator of patient survival and is correlated with a number of adverse prognostic factors in breast cancer including increased occurrence of metastasis and micrometastatic bone marrow disease [35]. Cheang et al. reported that the Ki67 index and HER2 status significantly affected the prognosis and clinical outcome of patients with luminal B breast cancer [36]. A comparison of the recurrence and metastasis characteristics between patients with HER2− and HER2+ luminal B breast cancers showed that most cases shared similarities, such as the 2- and 5-year cumulative recurrence rates. In our study, a significant difference was found between the two subgroups with respect to the site of the first distant metastasis. Compared with the HER2+ subgroup, the proportion of patients with bone-only metastasis was higher in the HER2−subgroup (P = 0.023). Therefore, according to the 2013 St Gallen Consensus, the portion of patients with the luminal A subtype for which the diagnosis was changed to the luminal B subtype was characterized by ER positivity, HER2 negativity, Ki67 expression > 14%, and PgR expression < 20% [1112].

The difference in the survival rate of breast cancer with relapse and metastasis was not only related to the subsequent comprehensive treatment, but was also related to the biological characteristics of the tumor itself [2122, 3738]. Lobbezoo et al. retrospectively analyzed 835 cases of patients diagnosed with metastatic breast cancer from 2007 to 2009, and the MSR were followed-up. Compared with 24.8 months for the HR+/HER2− subtype, 19.8 months for the HR-/HER2+ subtype and 8.8 months for the TN subtype, the longest survival was observed for the HR+/HER2+ subtype (median 34.4 months) (P < 0.0001) [39]. In our study, patients with non-luminal breast cancer with relapse and metastasis had a poorer prognosis than patients in the luminal B groups, which was the case for both the PFS and MSR. Interestingly, the PFS of patients with HER2− luminal B breast cancer was better than that of patients with HER2+ luminal B breast cancer, but the MSR was not significantly different. The cross talk between the HER2 and ER signaling pathways in breast cancer contributes to resistance to hormonal therapy. The combination of trastuzumab and anastrozole produced statistically significant improvements in PFS, TTP, CBR, and ORR in postmenopausal women with HER2+ luminal B MBC [40]. In or study, some patients with HER2+ luminal B MBC received trastuzumab therapy, which affected the PFS and MSR. This result suggests that if we are to make an impact in terms of a decrease in the mortality of early breast cancer, we should focus on the search for additional therapies for the different subgroups of luminal B disease.

This study has several limitations. First, it was a retrospective analysis with a small sample size. Second, the guidelines for the diagnosis and treatment are constantly updated, the economic situation of the patients and patient perception in regards to treatment often change, the experience of the doctors accumulates and the treatment of patients with metastasis and recurrence is different (e.g., more HER2 + patients have received HER2−targeted therapy in recent years); all of these may lead to differences in the outcome. Third, in all patients with recurrence and metastasis, the luminal B subtypes accounted for a much higher proportion than that which has been reported recently [8, 41]. In addition, there may have been potential selection/information and confounding bias.

In conclusion, a higher proportion of local recurrence and single bone metastasis was observed in patients with luminal B breast cancer compared with patients with non-luminal breast cancer. The risk of recurrence and metastasis in luminal B breast cancer patients during a 2- to 5-year period and after 5 years was still present, but the risk in non-luminal patients had obviously decreased during the same period. Luminal B breast cancer patients with recurrence or/and metastasis had better prognosis after reasonable treatment. The recurrence patterns and clinical outcome of luminal B breast cancer patients according to HER2 status were also somewhat different, which indicated that precise individual therapy might contribute to an improvement in clinical outcome.

MATERIALS AND METHODS

Patients

In all, 536 patients with breast cancer with recurrence and metastasis after their first surgery were treated at the Third Hospital of Nanchang City from January 2005 to 2015 June. These cases accounted for 4.7% of the hospitalized breast cancer patients during this same period. In all, 258 patients with luminal B breast cancer and 189 patients with non-luminal breast cancer were enrolled in this study. All tissue sections were subjected to immunohistochemistry (IHC), and the results were reviewed by a consultant breast cancer pathologist (Jian-hong Tu) for histological classification and immunohistochemical assessment. The patients were diagnosed with either luminal B or non-luminal breast cancer (including the HER2−enriched and basal-like subtypes) according to the National Cancer Institute guidelines. Positive ER and PR status was determined when immunostaining was positive in ≥ 1% of the cells [42]. HER2−positive cancers were defined by either strong membrane staining (3+) observed by IHC or amplification of HER2 confirmed by fluorescence in situ hybridization when immunohistochemistry detected moderate (2+) membrane staining [43].

According to the HER2 status, the patients with luminal B cancer were stratified into two groups as follows: the HER2+ group and the HER2− group. The differences in the recurrence patterns and clinical outcomes were evaluated between luminal B and non-luminal breast cancer patients and were evaluated in the HER2+ and HER2− subgroups of luminal B patients. This study was approved by the ethics committee of the Third Hospital of Nanchang City, and written informed consent was obtained from all patients.

Follow-up and endpoints

The cut-off for the follow-up period was December 31, 2015. The site of recurrence was classified as a local (ipsilateral breast or chest wall, including mastectomy scars), regional (ipsilateral axillary, infraclavicular, internal mammary, or supraclavicular), or distant metastasis (bone marrow, lung, liver, brain and other organs). Overall survival (OS) was calculated from the time of breast cancer (BC) diagnosis to the time of death or the last follow-up. Disease-free survival (DFS) was defined as the time from the diagnosis of BC to the first local, regional or distant recurrence. Progression-free survival (PFS) was defined as the interval from the start of treatment to disease progression or time of death. Post-metastasis survival (MSR) was defined as the interval from recurrence and metastasis at any site to death by any cause or to the time of the last follow-up.

Statistics

All statistical analysis was performed with the SPSS statistics program version 19.0 (SPSS, Inc., Chicago, IL, USA). The Chi-square test was used to compare the baseline tumor characteristics, such as age, menopausal status, family history of breast cancer, histological cancer type, clinical stage, axillary lymph nodal status, surgical technique used, random assignment to a chemotherapy-containing regimen, the site of initial recurrence and the initial time to recurrence. PFS and MSR curves were calculated using the Kaplan-Meier method, and the differences between the luminal group and the non-luminal group were compared using the log-rank test. A p-value < 0.05 was considered statistically significant.

Abbreviations

ER: estrogen receptor; PR: progesterone receptor; HER: human epidermal growth factor receptor; IHC: immunohistochemistry; BC: breast cancer; FISH: fluorescence in situ hybridization; CET: cyclophosphamide, epirubicin and taxane; AC-T: cyclophosphamide and epirubicin-taxanes; CAF cyclophosphamide, epirubicin and 5-Fu; HR: hormone receptor. PFS: progression-free survival rate. MSR: post metastasis survival rate.

ACKNOWLEDGMENTS AND FUNDING

We thank the women for their willingness to cooperate with our study. This work was supported by the National Natural Science Foundation of China (Contract grant numbers: 81260389), science and technology support program of Jiangxi province (Contract grant numbers: 1228).

CONFLICTS OF INTERESTS

The authors declare that they have no competing interests.

Authors’ contributions

Zhi-hua Li contributed to the design of the study, drafted the manuscript, and analyzed and interpreted the data. Ping-hua Hu and Ni-si Yu assisted with quantitative data collection and patient follow-up. Jianhong Tu reviewed the tumor sections of the patients. All authors read and approved the final manuscript.

REFERENCES

1. Gonzalez-Angulo AM, Morales-Vasquez F, Hortobagyi GN. Overview of resistance to systemic therapy in patients with breast cancer. Adv Exp Med Biol. 2007; 608:1–22.

2. Karlsson P, Cole BF, Chua BH, Price KN, Lindtner J, Collins JP, Kovács A, Thürlimann B, Crivellari D, Castiglione-Gertsch M, Forbes JF, Gelber RD, Goldhirsch A, et al. International Breast Cancer Study Group. Patterns and risk factors for locoregional failures after mastectomy for breast cancer: an International Breast Cancer Study Group report. Ann Oncol. 2012; 23:2852–8.

3. Zha QB, Tang JH, Li XJ, Xia L, Zhang Z, Ren ZJ, Xu XY. Prognostic Value of Chemotherapy-Induced Amenorrhea in Breast Cancer: a Meta-Analysis. Asian Pac J Cancer Prev. 2015; 16:5939–44.

4. Quan ML, Osman F, McCready D, Fernandes K, Sutradhar R, Paszat L. Postmastectomy radiation and recurrence patterns in breast cancer patients younger than age 35 years: a population-based cohort. Ann Surg Oncol. 2014; 21:395–400.

5. Sorlie T, Tibshirani R, Parker J, Hastie T, Marron JS, Nobel A, Deng S, Johnsen H, Pesich R, Geisler S, Demeter J, Perou CM, Lønning PE, et al. Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA. 2003; 100:8418–23.

6. Harbeck N, Thomssen C, Gnant M. St. Gallen 2013: brief preliminary summary of the consensus discussion. Breast Care (Basel). 2013; 8:102–9.

7. Tran B, Bedard PL. Luminal-B breast cancer and novel therapeutic targets. Breast Cancer Res. 2011; 13:221.

8. Metzger-Filho O, Sun Z, Viale G, Price KN, Crivellari D, Snyder RD, Gelber RD,Castiglione-Gertsch M, Coates AS, Goldhirsch A, Cardoso F. Patterns of Recurrence and outcome according to breast cancer subtypes in lymph node-negative disease:results from international breast cancer study group trials VIII and IX. J Clin Oncol. 2013; 31:3083–90.

9. Sotiriou C, Neo SY, McShane LM, Korn EL, Long PM, Jazaeri A, Martiat P, Fox SB, Harris AL, Liu ET. Breast cancer classification and prognosis based on gene expression profiles from a population-based study. Proc Natl Acad Sci USA. 2003; 100:10393–8.

10. Goldhirsch A, Wood WC, Coates AS, Gelber RD, Thürlimann B, Senn HJ; Panel members. Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St. Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011. Ann Oncol. 2011; 22:1736–47.

11. Prat A, Cheang MC, Martín M, Parker JS, Carrasco E, Caballero R, Tyldesley S, Gelmon K, Bernard PS, Nielsen TO, Perou CM. Prognostic significance of progesterone receptor-positive tumor cells within immunohistochemically defined luminal A breast cancer. J Clin Oncol. 2013; 31:203–9.

12. Goldhirsch A, Winer EP, Coates AS, Gelber RD, Piccart-Gebhart M, Thürlimann B, Senn HJ; Panel members. Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer. Ann Oncol. 2013; 24:2206–23.

13. Györffy B, Schäfer R. Meta-analysis of gene expression profiles related to relapse-free survival in 1,079 breast cancer patients. Breast Cancer Res Treat. 2009; 118:433–41.

14. Viale G, Regan MM, Maiorano E, Mastropasqua MG, Dell'Orto P, Rasmussen BB, Raffoul J, Neven P, Orosz Z, Braye S, Ohlschlegel C, Thürlimann B, Gelber RD, et al. Prognostic and predictive value of centrally reviewed expression of estrogen and progesterone receptors in a randomized trial comparing letrozole and tamoxifen adjuvant therapy for postmenopausal early breast cancer: BIG 1–98. J Clin Oncol. 2007; 25:3846–52.

15. De Laurentiis M, Arpino G, Massarelli E, Ruggiero A, Carlomagno C, Ciardiello F, Tortora G, D'Agostino D, Caputo F, Cancello G, Montagna E, Malorni L, Zinno L, et al. A meta-analysis on the interaction between HER-2 expression and response to endocrine treatment in advanced breast cancer. Clin Cancer Res. 2005; 11:4741–8.

16. Albain KS, Barlow WE, Shak S, Hortobagyi GN, Livingston RB, Yeh IT, Ravdin P, Bugarini R, Baehner FL, Davidson NE, Sledge GW, Winer EP, Hudis C, et al, Breast Cancer Intergroup of North America. Prognostic and predictive value of the 21-gene recurrence score assay in postmenopausal womenwith node-positive, oestrogen-receptor-positive breast cancer on chemotherapy: a retrospective analysis of a randomised trial. Lancet Oncol. 2010; 11:55–65.

17. Chen S, Huang L, Chen CM, Shao ZM. Progesterone receptor loss identifies luminal-type local advanced breast cancer with poor survival in patients who fail to achieve a pathological complete response to neoadjuvant chemotherapy. Oncotarget. 2015; 6:18174–82. doi: 10.18632/oncotarget.4225.

18. Early Breast Cancer Trialists' Collaborative Group. Tamoxifen for early breast cancer: an overview of the randomised trials. Lancet. 1998; 351:1451–67.

19. Prat A, Pineda E, Adamo B, Galván P, Fernández A, Gaba L, Díez M, Viladot M, Arance A, Muñoz M. Clinical implications of the intrinsic molecular subtypes of breast cancer. Breast. 2015; 24: S26–35.

20. Colzani E, Johansson AL, Liljegren A, Foukakis T, Clements M, Adolfsson J, Hall P, Czene K. Time-dependent risk of developing distant metastasis in breast cancer patients according to treatment, age and tumour characteristics. Br J Cancer. 2014; 110:1378–84.

21. Khadakban D, Gorasia-Khadakban T, Vijaykumar DK, Pavithran K, Anupama R. Factors associated with better survival after surgery in metastatic breast cancer patients. Indian J Surg Oncol. 2013; 4:52–8.

22. Vici P, Pizzuti L, Natoli C, Gamucci T, Di Lauro L, Barba M, Sergi D, Botti C, Michelotti A, Moscetti L, Mariani L, Izzo F, D'Onofrio L, et al. Triple positive breast cancer: a distinct subtype? Cancer Treat Rev. 2015; 41:69–76.

23. Theriault RL, Carlson RW, Allred C, Anderson BO, Burstein HJ, Edge SB, Farrar WB, Forero A, Giordano SH, Goldstein LJ, Gradishar WJ, Hayes DF, Hudis CA, et al. National Comprehensive Cancer Network. Breast cancer, version 3.2013: featured updates to the NCCN guidelines. J Natl Compr Canc Netw. 2013; 11:753–60; quiz 761.

24. Fedele P, Calvani N, Marino A, Orlando L, Schiavone P, Quaranta A, Cinieri S. Targeted agents to reverse resistance to endocrine therapy in metastatic breast cancer: where are we now and where are we going? Crit Rev Oncol Hematol. 2012; 84:243–51.

25. Kümmel A, Kümmel S, Barinoff J, Heitz F, Holtschmidt J, Weikel W, Lorenz-Salehi F, du Bois A, Harter P, Traut A, Blohmer JU, Ataseven B. Prognostic Factors for Local, Loco-regional and Systemic Recurrence in Early-stage Breast Cancer. Geburtshilfe Frauenheilkd. 2015; 75:710–718.

26. Dent R, Trudeau M, Pritchard KI, Hanna WM, Kahn HK, Sawka CA, Lickley LA, Rawlinson E, Sun P, Narod SA. Triple-negative breast cancer: clinical features and patterns of recurrence. Clin Cancer Res.2007; 13:4429–34.

27. Wu SG, Sun JY, Yang LC, Tang LY, Wang X, Chen XT, Liu GH, Lin HX, Lin Q, He ZY. Patterns of distant metastasis in Chinese women according to breast cancer subtypes. Oncotarget. 2016; doi: 10.18632/oncotarget.10099.

28. Engel J, Eckel R, Aydemir U, Aydemir S, Kerr J, Schlesinger-Raab A, Dirschedl P, Hölzel D. Determinants and prognoses of locoregional and distant progression in breast cancer. Int J Radiat Oncol Biol Phys. 2003; 55:1186–95.

29. Willner J, Kiricuta IC, Kölbl O. Locoregional recurrence of breast cancer following mastectomy: always a fatal event? Results of univariate and multivariate analysis. Int J Radiat Oncol Biol Phys. 1997; 37:853–63.

30. Demicheli R, Bonadonna G, Hrushesky WJ, Retsky MW, Valagussa P. Menopausal status dependence of the timing of breast cancer recurrence after surgical removal of the primary tumour. Breast Cancer Res. 2004; 6:R689–96.

31. Aebi S, Gelber S, Anderson SJ, Láng I, Robidoux A, Martín M, Nortier JW, Paterson AH, Rimawi MF, Cañada JM, Thürlimann B, Murray E, Mamounas EP, et al. CALOR investigators. Chemotherapy for isolated locoregional recurrence of breast cancer (CALOR): a randomised trial. Lancet Oncol. 2014; 15:156–63.

32. Clemons M, Danson S, Hamilton T, Goss P. Locoregionally recurrent breast cancer: incidence, risk factors and survival. Cancer Treat Rev. 2001; 27:67–82.

33. Zhang D, Salto-Tellez M, Do E, Putti TC, Koay ES. Evaluation of HER-2/neu oncogene status in breast tumors on tissue microarrays. Hum Pathol. 2003; 34:362–8.

34. Sighoko D, Liu J, Hou N, Gustafson P, Huo D. Discordance in hormone receptor status among primary, metastatic, and second primary breast cancers: biological difference or misclassification? Oncologist. 2014; 19:592–601.

35. Slamon DJ, Clark GM, Wong SG, Levin WJ, Ullrich A, McGuire WL. Human breast cancer: correlation of relapse and survival with amplification of the HER-2/neuoncogene. Science. 1987; 235:177–82.

36. Cheang MC, Chia SK, Voduc D, Gao D, Leung S, Snider J, Watson M, Davies S, Bernard PS, Parker JS, Perou CM, Ellis MJ, Nielsen TO. Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer. J Natl Cancer Inst. 2009; 101:736–50.

37. Greenberg PA, Hortobagyi GN, Smith TL, Ziegler LD, Frye DK, Buzdar AU. Long-term follow-up of patients with complete remission following combination chemotherapy for metastatic breast cancer. J Clin Oncol.1996; 14:2197–205.

38. Ren Z, Li Y, Hameed O, Siegal GP, Wei S. Prognostic factors in patients with metastatic breast cancer at the time of diagnosis. Pathol Res Pract. 2014; 210:301–6.

39. Lobbezoo DJ, van Kampen RJ, Voogd AC, Dercksen MW, van den Berkmortel F, Smilde TJ, van de Wouw AJ, Peters FP, van Riel JM, Peters NA, de Boer M, Borm GF, Tjan-Heijnen VC. Prognosis of metastatic breast cancer subtypes: the hormone receptor/HER2−positive subtype is associated with the most favorable outcome. Breast Cancer Res Trea. 2013; 141:507–14.

40. Kaufman B, Mackey JR, Clemens MR, Bapsy PP, Vaid A, Wardley A, Tjulandin S, Jahn M, Lehle M, Feyereislova A, Révil C, Jones A. Trastuzumab plus anastrozole versus anastrozole alone for the treatment of postmenopausal women with human epidermal growth factor receptor 2-positive, hormone receptor-positive metastatic breast cancer: results from the randomized phase III TAnDEM study. J Clin Oncol. 2009; 27:5529–37.

41. Ades F, Zardavas D, Bozovic-Spasojevic I, Pugliano L, Fumagalli D, de Azambuja E, Viale G, Sotiriou C, Piccart M. Luminal B breast cancer: molecular characterization, clinical management, and future perspectives. J Clin Oncol. 2014; 32:2794–803.

42. Hammond ME, Hayes DF, Wolff AC, Mangu PB, Temin S. American Society of Clinical Oncology/College Of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer. J Oncol Pract.2010; 6:195–7.

43. Kamil M, Yusuf N, Khalid I, Islam R, Biswas M, Hashim H. Association between HER-2/neu over-expression and clinico-pathologic parameters of breast cancer in northern Malaysia. Ceylon Med J. 2010; 55:9–13.


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