Literature DB >> 35116447

The prognostic and predictive significance of cytokeratin 5/6 and epidermal growth factor receptor in metastatic triple-negative breast cancer treated with maintenance capecitabine.

Yiping Zhu1, Kai Li2, Jieling Zhang2, Lu Wang1, Lili Sheng1, Liang Yan2.   

Abstract

BACKGROUND: Capecitabine is the most widely used agent for maintenance chemotherapy in patients with metastatic triple-negative breast cancer (mTNBC). However, there are no biomarkers for identifying mTNBC patients who could benefit from capecitabine maintenance.
METHODS: The prognostic roles of cytokeratin 5/6 (CK5/6), epidermal growth factor receptor (EGFR), and maintenance therapy were evaluated in mTNBC patients. Both CK5/6 and EGFR were detected using immunohistochemistry. Of 115 patients who achieved disease control, 56 received capecitabine maintenance therapy and 59 underwent observation. The progression-free survival (PFS) and overall survival (OS) of the patients were evaluated.
RESULTS: The median PFS and OS were longer in the maintenance group than that in the observation group (7.3 versus 5.7 months, P=0.0016; 22.4 versus 17.9 months, P=0.0055). Patients with basal-like TNBC had a poorer survival times than in those with non-basal-like TNBC (P=0.0062). Capecitabine maintenance significantly prolonged the OS of non-basal-like TNBC patients (P=0.0257), while in the basal-like TNBC patients, the difference was not significant (P=0.0541). Multivariate analysis revealed that the prolonged OS was related to age >50 years (P=0.005), presence of visceral metastases (P=0.035), response to initial therapy (P=0.017), maintenance therapy (P=0.033), and CK5/6 and EGFR status (P=0.032). Compared with the observation group, toxicities of all grades were more frequently observed in the maintenance group, including neutropenia, 85.71% vs. 25.87%, P<0.001; thrombocytopenia, 55.36% vs. 11.86%, P<0.001; anemia, 82.14% vs. 52.54%, P= 0.001; nausea 83.47% vs. 11.86%, P<0.001; vomiting 69.64% vs. 8.47%, P<0.001; and hand-foot syndrome (HFS) 32.14% vs. 1.69%, P<0.001.
CONCLUSIONS: Our study revealed that patients with non-basal-like TNBC had a better clinical outcome than those with basal-like TNBC, and capecitabine maintenance treatment significantly prolonged PFS and OS in patients with TNBC. Patients with non-basal-like TNBC could benefit from maintenance therapy with capecitabine and CK5/6 and EGFR are biomarkers for TNBC prognosis. 2021 Translational Cancer Research. All rights reserved.

Entities:  

Keywords:  Maintenance chemotherapy; capecitabine; triple-negative breast cancer (TNBC)

Year:  2021        PMID: 35116447      PMCID: PMC8798347          DOI: 10.21037/tcr-20-1760

Source DB:  PubMed          Journal:  Transl Cancer Res        ISSN: 2218-676X            Impact factor:   1.241


Introduction

Breast cancer is the most common female malignancy worldwide. In approximately 5% of cases, the breast cancer has metastasized by the time of initial diagnosis. Despite most operable patients receiving surgery and adjuvant chemotherapy, the rate of recurrence or metastasis reaches 20–35% (1). Metastatic breast cancer (MBC) is an incurable disease, and the major goal of treatment is to relieve and control patients’ symptoms, improve their quality of life, and prolong their survival time (2). Based on gene and immunohistochemistry analyses, breast cancers can be divided into different subtypes. Biological characteristics and clinical outcomes differ among patients with different subtypes, and the treatment strategies also vary. Expert consensus recommends endocrine therapy as the treatment of choice for hormone receptor (HR)-positive tumors. Trastuzumab is also used in combination with chemotherapy and then maintained on its own in HER2-positive patients. Triple-negative breast cancer (TNBC), which is defined as HER2-negative and HR-negative, accounts for nearly 12–17% of all breast cancers (3). TNBC progresses rapidly and is life threatening, and chemotherapy is recommended as treatment (4-6). Compared with HER2/HR-positive breast cancers, TNBC is more prone to recurrence and metastasis, even with similar treatments, and is associated with shorter progression-free survival (PFS) and overall survival (OS). The median time to recurrence for metastatic triple-negative breast cancer (mTNBC) patients is 1–2 years, and the median OS (mOS) is almost 1 year (7,8). Lehmann et al. compiled the gene expression profiles of 587 TNBC patients from 21 independent studies and identified 6 different TNBC subtypes using cluster analysis (9). These subtypes consist of basal-like 1, basal-like 2, immunomodulatory (IM), mesenchymal (M), mesenchymal stem cell-like (MSL), and lumen androgen receptor (LAR) breast cancer. Different subtypes present with unique gene expression profiles and are associated with different signaling pathways. Of the 6 subtypes, basal-like breast cancer (BLBC) has attracted the most attention. The majority of BLBCs exhibit a triple-negative phenotype and have a poor prognosis (10). Nielsen et al. examined the protein expression patterns in various basal-like breast tumors (11). They reported that the detection of cytokeratin 5/6 (CK5/6) in TNBC could accurately identify BLBC and showed high specificity. Rakha et al. (12) reported that CK5/6-positive and epidermal growth factor receptor (EGFR)-positive patients had more BRCA1 mutations, more distant metastases, and a poor prognosis compared with CK5/6- and EGFR-negative patients. Capecitabine is widely used in the treatment of breast cancer. The FinXX study (13) and the CSCSG-010 study (14) showed that capecitabine-based adjuvant chemotherapy significantly prolonged the recurrence-free survival and OS of TNBC patients, while the GEICAM/ 2003-11 (15) study showed that patients with a non-basal-like phenotype could benefit from the addition of extended capecitabine treatment in early TNBC. In mTNBC, capecitabine maintenance therapy has been reported to demonstrate high activity and manageable safety (16,17). Clinical biomarkers to predict the efficacy of capecitabine are extremely important in TNBC, although studies in this area are relatively limited. This retrospective cohort study focused on the correlations between CK5/6 and EGFR expression, the prognosis of TNBC, and the efficacy of capecitabine maintenance in patients with different TNBC subtypes. We present the following article in accordance with the REMARK reporting checklist (available at http://dx.doi.org/10.21037/tcr-20-1760).

Methods

Patients

Between January 2012 and December 2016, 164 mTNBC patients received first-line combination chemotherapy in the Oncology Department of the First Affiliated Hospital of Wannan Medical College, Anhui, China. shows the baseline characteristics of the patients. All patients were aged 18 years or above, and all had confirmed recurrent or metastatic TNBC. Of 115 patients who achieved disease control after first-line combination chemotherapy, 93 had received an anthracycline-containing regimen, and 85 had received a taxane-containing regimen as adjuvant/neoadjuvant therapy. All patients had a good Eastern Cooperative Oncology Group (ECOG) score and a life expectancy of ≥3 months, along with at least 1 measurable metastatic lesion detected by computed tomography or magnetic resonance imaging examination, and adequate organ function.
Table 1

Characteristics of 115 mTNBC patients treated with gemcitabine combined with cisplatin

CharacteristicMaintenance (n=56)Observation (n=59)P value
n%n%
Age (years)0.896
   Median5654
   Range31–7430–76
ECOG performance status0.161
   03257.142644.07
   12442.863355.93
Menopausal status0.555
   Premenopausal3969.644474.58
   Postmenopausal1730.361525.42
Lymph nodes number0.426
   0–33867.864474.58
   >31832.141525.42
Metastatic site
   Liver2035.711830.510.553
   Lung2951.792644.070.408
   Bone3053.572949.150.636
   Brain47.1458.470.790
   Soft tissue3460.713762.710.826
Number of metastatic site0.272
   11933.911830.51
   21628.572542.37
   ≥32137.501627.12
Prior chemotherapy
   Taxane4478.574169.490.268
   Anthracycline4783.934677.970.416
Prior adjuvant/neoadjuvant therapy0.309
   Yes4173.213864.41
   No1526.792135.59
Response to initial GP therapy
   Response2551.793050.850.920
   Stable disease1221.431118.640.709
EGFR and CK5/6 status0.752
   CK5/6 and/or EGFR positive4580.364677.97
   CK5/6 and/or EGFR negative1119.641322.03

ECOG PS, Eastern Cooperative Oncology Group performance status; mTNBC, metastatic triple-negative breast cancer; EGFR, epidermal growth factor receptor.

ECOG PS, Eastern Cooperative Oncology Group performance status; mTNBC, metastatic triple-negative breast cancer; EGFR, epidermal growth factor receptor. Patients with clinically detectable meningeal and/or brain parenchyma metastases, congestive heart failure, or reduced hepatic or renal function were excluded, as were those with HER2- or HR-positive cancers. We also excluded patients with concurrent tumors and those who had been diagnosed with tumor within the previous 5 years, as well as pregnant or breast-feeding women. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013) and was approved by the Ethical Committee of the First Affiliated Hospital of Wannan Medical College (No. 2008-7). Individual consent for this retrospective analysis was waived.

Study design

In this retrospective study, 115 of 164 patients achieved disease control, of whom 56 received capecitabine maintenance chemotherapy and 59 received observation. Patients in the maintenance group received capecitabine (1,000 mg/m2) orally bid for 2 weeks every 3 weeks along with metoclopramide and dexamethasone to prevent nausea and vomiting, until disease progression, intolerable toxic effects, or withdrawal of consent. In the observation group, patients received observation until disease progression or withdrawal of consent. Laboratory assessments, such as routine blood counts, serum liver function markers, creatinine, and tumor biomarker levels were carried out at the beginning of each cycle. The tumors were measured at baseline and every 2 cycles through computed tomography scanning, magnetic resonance imaging, ultrasound, or physical examinations. Efficacy and toxicity were evaluated every 2 cycles.

Immunohistochemistry

Tumor tissues from TNBC patients were fixed in formalin, embedded in paraffin, and cut to a thickness of 4 µm. The sections were baked and dewaxed, and the endogenous catalase was removed. After blocking, the sections were incubated with primary antibody targeting CK5/6 (1:250, MA5-12429, Thermo Fisher Scientific, France) and EGFR (1:250, MA5-13070, Thermo Fisher Scientific, France) overnight at 4 °C, then incubated with secondary horseradish peroxidase (HRP)-conjugated antibody (Cell Signaling Technology, Danvers, MA, USA). Sections were then stained with 3,3’-diaminobenzidine. Two independent pathologists scored the results. All sections were observed under fluorescence microscopy. The percentage of positive cells in 5 random high power fields (HPFs) and the intensity of positive staining were evaluated.

Statistical analysis

The primary endpoint of the study was PFS, and clinical efficacy and OS were the secondary endpoints. Response evaluation criteria for solid tumors (RECIST version 1.1) (18) was used to evaluate clinical efficacy. SPSS 19.0 software was used to analyze all data. The Kaplan-Meier estimator and log-rank test were used to analyze median PFS (mPFS) and mOS, and a Cox regression model was used to analyze the effects of age, menopausal status, metastatic sites, prior chemotherapy status, and ECOG. P<0.05 in a 2-sided test was considered to represent a statistically significant difference.

Results

Clinicopathological features

After the first 6 cycles of combination chemotherapy, 115 patients (70.12%, 115/164) had achieved disease control. Subsequently, 56 patients received maintenance therapy with capecitabine and 59 patients underwent observation alone. The maintenance group included 39 premenopausal women, and the observation group included 44 premenopausal women. The median ages in the maintenance and observation groups were 56 years and 54 years, respectively. All patients had an ECOG score of 0–1, and most patients in both groups had multiple metastatic sites and visceral metastases. More than 80% of the patients underwent surgical resection and received adjuvant/neoadjuvant chemotherapy. CK5/6 and EGFR were negatively expressed in nearly 20% of cases (). The clinicopathological features of the patients are shown in .
Figure 1

CK5/6 and EGFR expression by immunohistochemistry. (A,B) CK5/6 positive/negative staining; (C,D) EGFR positive/negative staining. EGFR, epidermal growth factor receptor.

CK5/6 and EGFR expression by immunohistochemistry. (A,B) CK5/6 positive/negative staining; (C,D) EGFR positive/negative staining. EGFR, epidermal growth factor receptor.

Efficacy analysis

In the 164 patients investigated, the objective response rate and the disease control rate after the first 6 cycles of combination therapy were 51.83% (85/164) and 70.12% (115/164), respectively. As of the deadline for follow-up (August 31, 2019), 9 patients in the maintenance group were still alive, and 4 were alive in the observation group. In the maintenance group, the median follow-up time was 29.8 months, the mPFS was 7.3 months, and the mOS was 22.4 months. In the observation group, the median follow-up time was 26.1 months, the mPFS was 5.7 months, and the mOS was 17.9 months. Maintenance therapy significantly prolonged the mPFS time by 1.6 months (P=0.0016) () and the mOS time by 4.5 months (P=0.0055) (). For all 115 patients, those with basal-like TNBC had a shorter survival time than those with non-basal-like TNBC (18.6 vs. 27.4 months, P=0.0062) (). In the maintenance group, the OS of non-basal-like TNBC patients was 9.4 months longer than that of basal-like TNBC patients (30.2 vs. 20.8 months, P=0.0285) (), whereas in the observation group, the OS of non-basal-like TNBC patients was 5.8 months longer than that of basal-like TNBC patients, although the difference was not significant (22.3 vs. 16.5 months, P=0.0658) (). Maintenance with capecitabine significantly prolonged the OS of patients with non-basal-like TNBC (30.2 vs. 22.3 months, P=0.0257) (), but no significant difference was observed in basal-like TNBC patients (20.8 vs. 16.5 months, P=0.0541) (). In the maintenance group, the OS benefit was found to be present in patients over 50 years of age (P=0.005), in those with visceral metastases (P=0.035), in those with a response to initial therapy (P=0.017), and in those with CK5/6- and/or EGFR-negative cancer (P=0.032) (). Age, visceral metastases, response to initial therapy, maintenance therapy, and CK5/6 and EGFR status were independent prognostic factors.
Figure 2

Progression-free survival (PFS) of TNBC patients treated with combination chemotherapy followed by capecitabine maintenance and observation. TNBC, triple-negative breast cancer.

Figure 3

Overall survival (OS) of TNBC patients treated with combination chemotherapy followed by capecitabine maintenance and observation. (A) OS of the maintenance group and observation group. (B) OS of the basal-like TNBC group and non-basal-like TNBC group. (C) OS of basal-like TNBC patients and non-basal-like TNBC patients in the capecitabine maintenance group. (D) OS of basal-like TNBC patients and non-basal-like TNBC patients in the observation group. TNBC, triple-negative breast cancer.

Figure 4

Overall survival (OS) in the capecitabine maintenance group and observation group. (A) OS of CK5/6- and/or EGFR-negative patients in the maintenance group and observation group. (B) OS of CK5/6- and/or EGFR positive patients in the maintenance group and observation group. EGFR, epidermal growth factor receptor.

Table 2

Cox’s proportional hazard model analysis of prognostic in patients with mTNBC

VariablesUnivariate analysisMultivariate analysis
HR95% CIPHR95% CIP
Age (years)
   >50/≤500.4300.255–0.7230.0010.3880.200–0.7560.005
ECOG performance status
   ECOG 1/ECOG 01.1430.695–1.8800.598
Menopausal status
   Premenopausal/postmenopausal1.5190.787–2.6480.141
Number of metastatic site
   Multiple/single1.6041.160–2.2190.0041.1560.751–1.7810.510
Visceral metastases
   Absent/present0.2850.144–0.5660.0000.5700.338–0.9610.035
Response to initial therapy
   Stable disease/response1.5891.048–2.7820.0152.0761.139–3.7850.017
Prior adjuvant/neoadjuvant therapy
   No/yes1.3760.829–2.2820.217
Group
   Maintenance/observation0.3370.286–0.8930.0470.5650.334–0.9540.033
CK5/6 and EGFR status
   CK5/6 and/or EGFR negative/CK5/6 and/or EGFR positive0.4900.250–0.9600.0380.2850.089–0.9170.032

mTNBC, metastatic triple-negative breast cancer; HR, hazard ratio; CI, confidence interval; ECOG, Eastern Cooperative Oncology Group performance status; EGFR, epidermal growth factor receptor.

Progression-free survival (PFS) of TNBC patients treated with combination chemotherapy followed by capecitabine maintenance and observation. TNBC, triple-negative breast cancer. Overall survival (OS) of TNBC patients treated with combination chemotherapy followed by capecitabine maintenance and observation. (A) OS of the maintenance group and observation group. (B) OS of the basal-like TNBC group and non-basal-like TNBC group. (C) OS of basal-like TNBC patients and non-basal-like TNBC patients in the capecitabine maintenance group. (D) OS of basal-like TNBC patients and non-basal-like TNBC patients in the observation group. TNBC, triple-negative breast cancer. Overall survival (OS) in the capecitabine maintenance group and observation group. (A) OS of CK5/6- and/or EGFR-negative patients in the maintenance group and observation group. (B) OS of CK5/6- and/or EGFR positive patients in the maintenance group and observation group. EGFR, epidermal growth factor receptor. mTNBC, metastatic triple-negative breast cancer; HR, hazard ratio; CI, confidence interval; ECOG, Eastern Cooperative Oncology Group performance status; EGFR, epidermal growth factor receptor.

Toxicity analysis

In the maintenance group, 56 patients received a total of 725 cycles of chemotherapy, including 389 cycles of capecitabine maintenance therapy (median, 8 cycles), and 59 patients in the observation group underwent a total of 354 chemotherapy cycles in the absence of another treatment until disease progression. According to the NCI Common Terminology Criteria for Adverse Events (NCI-CTCAE), we found hematologic and digestive system toxic effects were the most common adverse events (). Toxicities of all grades were significantly more frequent in the maintenance group compared with the observation group (neutropenia, 85.71% vs. 25.87%, P<0.001; thrombocytopenia, 55.36% vs. 11.86%, P<0.001; anemia, 82.14% vs. 52.54%, P=0.001; nausea, 83.47% vs. 11.86%, P<0.001; vomiting, 69.64% vs. 8.47%, P<0.001), and hand-foot syndrome (HFS), 32.14% vs. 8.47%, P=0.002). The incidence rates of grade 3–4 neutropenia and (hand-foot syndrome) were also significantly higher in the maintenance group (55.9% vs. 2.6%, P<0.001; 8.93% vs. 0%, P=0.019).
Table 3

Treatment-related toxicities

Adverse eventAll gradesGrade 3–4
Maintenance (n=56)Observation (n=59)PMaintenance (n=56)Observation (n=59)P
N%N%N%N%
Neutropenia4885.711525.87<0.0011832.1423.39<0.001
Thrombocytopenia3155.36711.86<0.00135.3600.000.072
Anemia4682.143152.540.001916.0758.470.213
Nausea4283.47711.86<0.00135.3600.000.072
Vomit3969.6458.47<0.00123.5700.000.143
Constipation1526.79811.860.07600.0000.00NA
Azotemia35.3600.000.07200.0000.00NA
Hypohepatia916.0746.780.11600.0000.00NA
HFS1832.1411.69<0.00158.9300.000.019

NA, not assessable; HFS, hand-foot syndrome.

NA, not assessable; HFS, hand-foot syndrome.

Discussion

At present, cytotoxic drugs are still the main treatment for TNBC. However, once chemotherapy is withdrawn, tumors can quickly relapse and metastasize. Several studies have reported mPFS ranging from 3.8–5.1 months after the termination of chemotherapy (19,20). Therefore, maintenance therapy is particularly important, and increased attention is being focused on maintenance therapy in patients with TNBC. However, there is great variation in the mPFS (7.6–9.1 months) and mOS (18.1–19.2 months) reported by different studies (21,22). The prognosis of TNBC currently depends on the molecular subtype. Among the diverse subtypes of TNBC, basal-like is one of the most malignant. The gold standard for identifying BLBC is still based on gene expression profiling. However, technical problems and high costs limit the detection of gene expression profiles as a routine test in clinical practice. Using immunohistochemistry, numerous studies have shown that BLBC can be identified by ER-, PR-, HER-, CK5/6, and/or EGFR positivity (23-25). In particular, CK5/6 is considered to be an extremely useful marker for identifying TNBC subtypes (26). CK5/6 expression has been reported in 24–72% of TNBCs (27,28). Patients with CK5/6-positive tumors often show a shorter survival time, and CK5/6 has been put forward as an independent prognostic factor in breast cancer (11,26). The overexpression of EGFR has been observed in more than half (57%) of BLBCs (11), and its expression was reported to be closely related to tumor grade and lymph node metastasis in 60.3–71.4% of patients with TNBC. Another study reported that patients with EGFR-positive TNBC responded poorly to neoadjuvant chemotherapy and showed poor DFS and OS compared with patients with EGFR-negative status. Furthermore, a multivariate analysis showed EGFR to be an independent predictor of PFS and OS in TNBC (29,30). Thus, CK5/6 and EGFR are widely considered as molecular markers for BLBC. Using this surrogate panel, 79.13% of patients with TNBC were classified as BLBC in our study. Among the 115 patients who achieved disease control, we found that the mOS of patients with BLBC was significantly shorter than that of non-BLBC patients (18.6 vs. 27.4 months, P=0.0062), and the prognosis of non-BLBC patients was significantly better than that of BLBC patients. Multivariate regression analysis revealed that age, visceral metastases, response to initial therapy, maintenance therapy, and CK5/6 and EGFR status were independent prognostic factors for, which was similar to the results reported by other studies (3,31,32). Our investigation also confirmed that CK5/6 and EGFR were biomarkers for the prognosis of TNBC patients. Maintenance therapy has been recommended for metastatic TNBC by multiple guidelines, and our study showed that after 6 cycles of initial chemotherapy, capecitabine maintenance therapy achieved improved PFS and OS in TNBC patients. Simultaneously, we also examined CK5/6 and EGFR expression to evaluate the effect of capecitabine maintenance therapy on prognosis in BLBC and non-BLBC patients. We observed that maintenance with capecitabine significantly prolonged the OS of patients with non-basal-like TNBC (30.2 months vs. 22.3 months, P=0.0257), but there was no significant difference in the OS of basal-like TNBC patients (20.8 vs. 16.5 months, P=0.0541). This suggested that CK5/6 and EGFR might predict the efficacy of capecitabine maintenance therapy in TNBC. A platinum-based combination chemotherapy regimen has been considered as an alternative or even as the preferred first-line chemotherapy option for treating patients with mTNBC (33-35). Some preliminary clinical trial data (36), a randomized neoadjuvant clinical study (37), and a retrospective case review of adjuvant therapy (21) have provided some level of evidence for platinum activity in TNBC patients. In our study, we observed that the objective response rate and the disease control rate were 51.83% (85/164) and 70.12% (115/164) in patients with TNBC who received 6 cycles of combination chemotherapy as a first-line treatment, which was similar to the results reported by previous studies. Patients in the maintenance group received 6 cycles of combination chemotherapy and another 8 (median) cycles of single capecitabine, while those in the observation group received only 6 cycles of combination chemotherapy. In the maintenance group, the mPFS and mOS were 1.6 and 4.5 months longer, respectively, than those in the observation group (7.3 vs. 5.7 months and 22.4 vs. 17.9 months, respectively), and the differences were significant. We suspect that these results are attributable to the additional maintenance treatment. More cycles may improve the clinical benefit, but more cycles also encompass more side effects (16,20,38,39). Significantly higher bone marrow toxic effects, especially grade 3–4 neutropenia, were observed in the maintenance treatment group than in the observation group (32.14% vs. 3.39%, P<0.001), and the incidence rates of nausea, vomiting, and HFS were also all significantly higher in the maintenance group (83.47% vs. 11.86, P<0.001; 69.64.6% vs. 8.47%, P<0.001; and 32.14% vs. 8.47%, P=0.002, respectively). In conclusion, our results confirmed that capecitabine maintenance therapy can prolong the mPFS and mOS of patients with mTNBC. This is a widely accepted therapeutic strategy for mTNBC patients. The toxic effects of the maintenance therapy were well tolerated, and the long-term clinical outcomes were encouraging. Moreover, we demonstrated that patients with non-basal-like TNBC had a better prognosis than those with basal-like TNBC and could benefit from maintenance therapy with capecitabine. Our findings suggest that CK5/6 and EGFR may serve as prognostic biomarkers in patients with TNBC and could be used to predict the efficacy of capecitabine maintenance therapy.
  39 in total

1.  Phenotypic evaluation of the basal-like subtype of invasive breast carcinoma.

Authors:  Chad A Livasy; Gamze Karaca; Rita Nanda; Maria S Tretiakova; Olufunmilayo I Olopade; Dominic T Moore; Charles M Perou
Journal:  Mod Pathol       Date:  2006-02       Impact factor: 7.842

2.  Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications.

Authors:  T Sørlie; C M Perou; R Tibshirani; T Aas; S Geisler; H Johnsen; T Hastie; M B Eisen; M van de Rijn; S S Jeffrey; T Thorsen; H Quist; J C Matese; P O Brown; D Botstein; P E Lønning; A L Børresen-Dale
Journal:  Proc Natl Acad Sci U S A       Date:  2001-09-11       Impact factor: 11.205

3.  Survival outcomes for patients with metastatic triple-negative breast cancer: implications for clinical practice and trial design.

Authors:  Farrah Kassam; Katherine Enright; Rebecca Dent; George Dranitsaris; Jeff Myers; Candi Flynn; Michael Fralick; Ritu Kumar; Mark Clemons
Journal:  Clin Breast Cancer       Date:  2009-02       Impact factor: 3.225

4.  Docetaxel-cisplatin might be superior to docetaxel-capecitabine in the first-line treatment of metastatic triple-negative breast cancer.

Authors:  Y Fan; B H Xu; P Yuan; F Ma; J Y Wang; X Y Ding; P Zhang; Q Li; R G Cai
Journal:  Ann Oncol       Date:  2012-12-05       Impact factor: 32.976

5.  New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1).

Authors:  E A Eisenhauer; P Therasse; J Bogaerts; L H Schwartz; D Sargent; R Ford; J Dancey; S Arbuck; S Gwyther; M Mooney; L Rubinstein; L Shankar; L Dodd; R Kaplan; D Lacombe; J Verweij
Journal:  Eur J Cancer       Date:  2009-01       Impact factor: 9.162

6.  The comparison of maintenance treatment with capecitabine (CMT) and non-maintenance treatment with capecitabine (non-CMT) in patients with metastatic breast cancer.

Authors:  Guolei Dong; Yan Jia; Xiaorui Wang; Shufen Li; Chen Wang; Yehui Shi; Zhongsheng Tong
Journal:  Int J Clin Exp Med       Date:  2015-05-15

7.  Expression of basal keratins and vimentin in breast cancers of young women correlates with adverse pathologic parameters.

Authors:  Maureen Hong-Sing Chen; George Wai-Cheong Yip; Gary Man-Kit Tse; Takuya Moriya; Philip Chi-Wai Lui; Mar-Lwin Zin; Boon-Huat Bay; Puay-Hoon Tan
Journal:  Mod Pathol       Date:  2008-06-06       Impact factor: 7.842

8.  Basal-like breast cancer defined by five biomarkers has superior prognostic value than triple-negative phenotype.

Authors:  Maggie C U Cheang; David Voduc; Chris Bajdik; Samuel Leung; Steven McKinney; Stephen K Chia; Charles M Perou; Torsten O Nielsen
Journal:  Clin Cancer Res       Date:  2008-03-01       Impact factor: 12.531

9.  Clinical significance of morphologic characteristics in triple negative breast cancer.

Authors:  Dong Won Ryu; Min Jung Jung; Woo Sik Choi; Chung Han Lee
Journal:  J Korean Surg Soc       Date:  2011-05-06

10.  Phase III Trial of Adjuvant Capecitabine After Standard Neo-/Adjuvant Chemotherapy in Patients With Early Triple-Negative Breast Cancer (GEICAM/2003-11_CIBOMA/2004-01).

Authors:  Ana Lluch; Carlos H Barrios; Laura Torrecillas; Manuel Ruiz-Borrego; Jose Bines; Jose Segalla; Ángel Guerrero-Zotano; Jose A García-Sáenz; Roberto Torres; Juan de la Haba; Elena García-Martínez; Henry L Gómez; Antonio Llombart; Javier Salvador Bofill; José M Baena-Cañada; Agustí Barnadas; Lourdes Calvo; Laura Pérez-Michel; Manuel Ramos; Isaura Fernández; Álvaro Rodríguez-Lescure; Jesús Cárdenas; Jeferson Vinholes; Eduardo Martínez de Dueñas; Maria J Godes; Miguel A Seguí; Antonio Antón; Pilar López-Álvarez; Jorge Moncayo; Gilberto Amorim; Esther Villar; Salvador Reyes; Carlos Sampaio; Bernardita Cardemil; Maria J Escudero; Susana Bezares; Eva Carrasco; Miguel Martín
Journal:  J Clin Oncol       Date:  2019-12-05       Impact factor: 44.544

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  1 in total

1.  The prognosis and risk factors for capecitabine maintenance treatment in metastatic breast cancer: a retrospective comparative cohort study.

Authors:  Can Tian; Jianbo Yang; Ning Xie; Yu Tang; Haoyu Zhou; Zhe-Yu Hu; Quchang Ouyang
Journal:  Ann Transl Med       Date:  2022-09
  1 in total

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