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BioMed Research International
Volume 2014 (2014), Article ID 836769, 7 pages
Evidence for the Existence of Triple-Negative Variants in the MCF-7 Breast Cancer Cell Population
Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
Received 7 August 2013; Revised 23 January 2014; Accepted 27 January 2014; Published 4 March 2014
Academic Editor: Konstantin J. Dedes
Copyright © 2014 Euphemia Leung et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
The MCF-7 line, derived in 1973 from a malignant pleural effusion, is one of the most commonly used culture models for human breast cancer. Despite its long history, MCF-7 is a surprisingly heterogeneous line. We previously showed that if MCF-7 cells were cultured for a prolonged period either in the absence of estrogen or in the presence of the antiestrogen tamoxifen, sub-lines were selected that differed from the parental line in ploidy, mean cell volume, signaling pathway usage, and drug sensitivity. This suggests a process of selection of preexisting variants rather than of adaptation of the parental line. All the sublines were estrogen receptor (ER) positive, raising the question of whether MCF-7 also contains ER negative variants. Here, we have looked for such variants by culturing for a prolonged period in the presence of fulvestrant, an estrogen antagonist that has no estrogen agonist activity. Three sublines were developed, each of which was ER negative, progesterone receptor (PR) negative and expressed only a low level of HER2. Each of the variants differed from the original MCF-7 line in ploidy, modal cell volume, and signaling pathway usage. Control experiments in which cells were cultured for a prolonged period in the absence of estrogen selected for variants that were ER and PR positive. The properties of the triple-negative MCF-7 were compared with those of an existing triple-negative cell line, MDA-MB-231, and human epidermal growth factor receptor 2 (HER2)+ SKBr3, as well as from those of the “immortalized” breast epithelial line MCF10A. The results suggest that new variants or phenotypes of MCF-7 might be generated continuously in culture, and by implication this might apply to breast cancer development and even normal breast epithelial development in vivo.
Breast cancer is the most commonly diagnosed malignancy in women. Approximately 10% of breast cancers are ER/PR+ HER2+, 69% are ER/PR+ HER2−, 7% are ER/PR− HER2+, and the remaining 13% are classified as triple-negative (TN) . The majority of breast cancers are ER+ in postmenopausal women  and low levels of circulating estrogen appear to stimulate breast cancer cell proliferation . Tamoxifen, a selective ER-modulator (SERM) that binds to the ER and prevents the binding of estrogen, has been the standard therapy for ER+ breast cancer. However, tamoxifen also has estrogen agonist activity that may contribute to treatment failure  and it has been hypothesized that tamoxifen may promote ER− breast cancer in a subset of women . Fulvestrant (Faslodex) is an ER antagonist that has higher affinity for ER, downregulates ER, and lacks estrogen agonist activity . Development of fulvestrant resistance has also been demonstrated . TN breast cancer is resistant to both tamoxifen and fulvestrant, and the development of effective therapies for TN breast cancer is a focus of current interest .
Breast cancer is a heterogeneous disease comprised of distinct biological subtypes, and cells with differing receptor status may coexist in the same tumour [9, 10]. Using the ER+ human breast cancer line MCF-7, we have previously sought to develop hormone-resistant sublines by growth in the presence of tamoxifen or in the absence of estrogen . The scheme for the development of these lines is shown in Figure 1 and the resulting sublines demonstrated a range of phenotypes with different drug sensitivity profiles and different receptor status [11–13]. Data for cellular DNA content, modal cell volume, and proliferation rate suggest that the MCF-7 line is heterogeneous and that the sublines grew from minor existing variants rather than by adaptation of the major population. Surprisingly, all the MCF-7 sublines were found to be ER+, despite the measures taken to prevent estrogen signaling. We hypothesize here that either the estrogen agonist activity of tamoxifen or trace amounts of estrogen in the selection medium may have maintained cellular expression of ER receptor and that selection of MCF-7 cell lines using fulvestrant, which lacks ER agonist activity , could lead to the emergence of ER negative MCF-7 sublines. In this paper we have extended our original selection strategy  to include continuous exposure to fulvestrant (Figure 1) and examined the physical properties, signaling pathways, and drug sensitivity properties of the emerging sublines.
2. Material and Methods
2.1. Cell Culture
Culture conditions have been described previously ; MCF-7, MCF10A, SKBr3, and MDA-MB-231 were purchased from the American Type Culture Collection (ATCC). MDA-MB-231 cells are characterized as triple-negative/basal-B mammary carcinoma and SKBr3 are HER2+ mammary carcinoma. Cells were grown in α-MEM containing 5% fetal bovine serum (FBS). All growth media contained insulin/transferrin/selenium supplement, added according to the manufacturer’s instructions (Roche), as well as penicillin/streptomycin (100 U/mL and 100 μg/mL, resp.). The FulvR1a, FulvR1c, and FulvR2a cell lines were generated by growth of MCF-7 cells in phenol red-free RPMI containing 5% charcoal-stripped fetal bovine serum (Invitrogen, Auckland, New Zealand), over a period of 3 months in progressively increasing concentrations of fulvestrant (1 nM to 100 nM in ethanol), and then maintaining them for >12 months in 100 nM fulvestrant. The FulvC1a, FulvC1b, and FulvC2 cell lines were generated by exposure of MCF-7 cells for >12 months to the above growth medium but lacking fulvestrant. All experiments were carried out on cells grown in their respective growth media but without fulvestrant.
2.2. Verification of Cell Line Identity
The relationship between the derived cell lines and the parental line was established using the PCR Amplification kit which amplifies 15 tetranucleotide repeat loci plus the amelogenin gender-determining marker, performed by DNA diagnostic laboratory (Auckland, New Zealand). The combination of markers selected was consistent with the National Institute of Standards and Technology database recommendations for identity testing.
2.3. Modal Cell Volume
Modal cell volume (pl) was determined with the Coulter Counter analysis function.
2.4. Chemicals and Reagents
Fulvestrant and tamoxifen were purchased from Sigma (Auckland, New Zealand). Everolimus was from Selleck Chemicals (Houston, TX, USA). NVP-BEZ235 [14, 15] was synthesized according to published protocols.
2.5. Cell Proliferation Assay
Cell proliferation was measured using a thymidine incorporation assay in which 3000 cells were seeded in 96-well plates in the presence of varying concentrations of inhibitors for 3 days, except for experiments performed for fulvestrant inhibition (6 days). Briefly, 0.04 μCi of 3H-thymidine was added to each well and incubated for 5 h, after which the cells were harvested onto glass fiber filters using an automated TomTec harvester. Filters were incubated with Betaplate Scint and thymidine incorporation counted in Trilux/Betaplate counter. Cell proliferation was determined by the percentage of cells showing incorporation of 3H-thymidine into DNA relative to control (non-drug-exposed) cultures.
2.6. Western Blotting
Cells were grown to log-phase, washed twice with ice-cold PBS, and lysed in SDS lysis buffer according to the manufacturer’s protocol (Cell Signaling Technology, Danvers, MA, USA). Protein concentration was quantified using the BCA protein assay reagent bicinchoninic acid (Sigma). Cell lysates containing 25 μg of protein were separated by SDS-PAGE and transferred to PVDF membranes (Millipore). Membranes were immunoblotted with antibodies against phospho-Akt (S473), total Akt, phospho-p70S6K (T389), total p70S6K, phospho-rpS6 (S235/236), total rpS6, phospho-ERK (T202/Y204), total ERK, (all from Cell Signaling Technology), tubulin (Sigma), CK5 (Leica), and actin (Millipore), using SuperSignal West Pico (Thermo Scientific, Waltham, MA, USA) or ECL advance (GE Healthcare, Auckland, New Zealand) chemiluminescence reagents. Antibody reactivity was visualized using the chemiluminescence detection system by Fujifilm Las-3000.
2.7. Statistical Analysis
Statistical analysis was performed using SigmaPlot. Data were analyzed using either one-way ANOVA coupled with multiple comparisons versus treatment control applying the Holm-Sidak method.
3.1. Characterization of MCF-7 Phenotypes and Comparison of the Physical and Growth Properties of the MCF-7 Cell Line and Its Sublines
MCF-7 breast cancer sublines were established from the parental line under conditions that mimicked clinical situations involving either prolonged treatment with fulvestrant or estrogen depletion due to oophorectomy or treatment with aromatase inhibitors (Figure 1). MCF-7 cells were cultured either in the presence of increasing concentrations of fulvestrant (top concentration of 100 nM) (FulvR1a, FulvR1c, and FulvR2a) or in the absence of estrogen (FulvC1a, FulvC1b, and FulvC2). Cell lines were characterized by cellular DNA content (ploidy) and modal cell volume. Large differences among individual cell lines were found, allowing them to be separated into five groups. Two sublines, FulvR2a and FulvR1c, selected in the absence of estrogen, produced similar phenotypes, while the rest of the sublines had different properties. A dotplot comparison was made of the DNA content (ploidy) and modalcell volume (pl) of the MCF-7 cell line and its sublines, including the previously developed tamoxifen resistant series of sublines (Figure 2) .
3.2. Sublines Selected with Fulvestrant Lack ER, PR, HER2, EGFR, and CK5 Expression
FulvC1a showed reduced PR expression while FulvC1b and FulvC2 had similar receptor levels to those of parental MCF-7 cells. Treatment with the pure antiestrogen fulvestrant led to a downregulation of ER and PR expression in FulvR1a, FulvR1c, and FulvR2a MCF-7 sublines, while no change in HER2 and EGFR expression was observed (Figure 3(a)). To determine whether the ER downregulation was transient, cells were cultured in the absence of fulvestrant for over 2 weeks and ER could not be detected, indicating the fulvestrant treated cell lines had indeed lost ER expression (Figure 3(b)). We examined the cytokeratin 5 (CK5) expression level in the MCF-7 sublines since CK5 has been detected in an ER−/PR− subpopulation of the ER+ T47D breast cancer cell line . However, CK5 was not detected in any of the MCF-7 sublines (Figure 3(c)).
3.3. Characterization of AKT/mTOR and ERK Signaling Pathways
The phosphorylation status of Akt, p70S6K, rpS6, and ERK in MCF-7 cells and its sublines was compared with that of normal breast epithelial MCF10A cells, HER2+ SKBR3, and triple-negative MDA-MB-231 (Figure 4). Both the phosphorylated p70S6K and phosphorylated rpS6 expression were reduced in the FulvC2 as compared to the parental and other sublines. The degree of phosphorylation of the other proteins did not differ markedly from that of the parental MCF-7 cells.
3.4. Sensitivity of MCF-7 Sublines to Fulvestrant, Everolimus, and NVP-BEZ235
A [3H]-thymidine incorporation assay was used to assess the effect of drugs on cell proliferation. All MCF-7 sublines showed significant resistance to fulvestrant, with fulvestrant selected sublines showing the strongest resistance relative to the parental cell line (Figure 5). Consequently, even MCF-7 sublines that had been grown in the absence of estrogen but not previously exposed to fulvestrant became less sensitive to fulvestrant. As expected, significant resistance to tamoxifen was observed in the triple-negative fulvestrant treated sublines (Figure 5).
The effects of the mTOR inhibitor everolimus  and the dual PI3K/mTOR inhibitor NVP-BEZ235  on the proliferation of the MCF-7 parental line and its sublines were determined by [3H]-thymidine incorporation assay (Figure 6). Proliferation of MCF-7 and its sublines was inhibited by everolimus (mean IC50 [nM] ± SE for MCF-7, ; FulvC1a, ; FulvC1b, ; FulvC2, ; FulvR1a, ; FulvR1c, ; and FulvR2a, ). NVP-BEZ235 also efficiently inhibits the proliferation of MCF-7 and its sublines (mean IC50 [nM] ± SE for MCF-7, ; FulvC1a, ; FulvC1b, ; FulvC2, ; FulvR1a, ; FulvR1c, ; and FulvR2a, ).
The drug sensitivity of the triple-negative breast cancer cell line MDA-MB-231 was also determined for comparison. The IC50 was >100 nM for everolimus and 71 nM for NVP-BEZ235, indicating a much higher level of resistance as compared to the MCF-7 triple-negative sublines.
We have previously developed ER+ hormone-resistant sublines of the ER+ human breast cancer line MCF-7 by growth in the presence of tamoxifen or in the absence of estrogen . Those sublines generally showed reduced sensitivity to mTOR and PI3K inhibitors [11–13]. Here, we have demonstrated the isolation of three ER−, PR−, and HER2− (triple-negative) sublines from the ER+ MCF-7 cell line. Selection was made using the antiestrogen fulvestrant, and each subline was found to differ from the parental MCF-7 line in DNA content (ploidy) and mean cell volume, suggesting that it arose from outgrowth of existing minor variants of the parental MCF-7 cells rather than adaptation of the parental line. Microsatellite analysis of the sublines and the MCF-7 parental line has confirmed that all lines tested are closely related. A surprising feature of the results is that the control cell lines for tamoxifen and fulvestrant were separately obtained by subculturing in estrogen-deprived medium but showed different ploidy and modal cell volume. However, we have previously observed this phenomenon in which two independent cultures grown under the same conditions can lead to the outgrowth of divergent phenotypes . A possible explanation is that cells grow cooperatively in long-term culture and that random cell-cell interactions in minor surviving populations can lead to selection and emergence of sub-populations with different ploidy and other properties, including drug sensitivity. Our data extend findings reported by others that fulvestrant treatment of MCF-7 cells for 18 months was selected for an ER− phenotype  while treatment for a shorter duration (21 days) was selected for an ER+ phenotype .
Triple-negative breast cancer (TNBC) encompasses an extremely heterogeneous group of tumors . Although the triple-negative subtype is commonly used in breast cancer classification, increasing evidence shows that “basal-like” and “triple-negative” are not synonymous . TNBC expressing basal markers exhibits shorter disease-free survival than those that do not . More than half of ER+ PR+ breast tumors also contain an ER− PR− CK5+ luminobasal subpopulation exceeding 1% of cells . The rare ER− PR− CK5+ progenitor cells appear to escape endocrine therapy and survive to repopulate the tumor . Rare MCF-7 cells that are double positive for luminal and basal markers have been reported , but we were unable to detect expression of CK5 or upregulation of EGFR as basal markers in the MCF-7 sublines. An ER− PR− subpopulation has also been selected from the ER+ PR+ T47D breast cancer cell line from orthotopic solid tumors in immune compromised mice . Another study indicated that luminal breast cancer lines contain subpopulations of CK5+ cells that were ER− and resistant to therapy . It is of interest that exome sequencing of circulating tumor DNA in plasma of breast cancer patients indicated the presence of genetic variants that were present as minor populations but could emerge following extended drug treatment . Each of these observations supports the concept of intratumoral heterogeneity, which has now been well documented in breast cancer [9, 10].
The emergence of triple-negative breast cancer in response to treatment is a serious clinical problem and the choice of appropriate therapy is an important consideration . There is currently considerable interest in the use of mTOR inhibitors in the treatment of breast cancer in general , and everolimus has been considered as a candidate drug for triple-negative breast cancer . Activating mutations in PIK3CA are frequent in breast cancer  and inhibitors of PI3K have also been suggested for triple-negative breast cancer . Surprisingly, all the MCF-7 sublines generated in this study showed similar sensitivity profiles to the mTOR inhibitor everolimus and the PI3K/mTOR inhibitor NVP-BEZ235, regardless of the cell culture conditions (i.e., estrogen-deprived, with or without fulvestrant). It has been hypothesized that epidermal growth factor receptor and CK5/6 are positive predictive markers of the triple-negative breast cancer (TNBC) response to everolimus , although our data do not support this hypothesis.
TNBCs as a subtype show a more heterogeneous transcriptome and varied histological features [29, 30]. They are often associated with basal markers, are hormone independent, and require aggressive chemotherapy. However, not all patients with TNBC and residual disease after neoadjuvant chemotherapy have worse survival than those with luminal subtypes . The results of the current study, together with other reported data, suggest not only that human breast cancer is heterogeneous, but also that it generates multiple phenotypes that cross the traditional boundaries such as basal and luminal characteristics, that are traditionally used to classify this malignancy.
|ER+:||Estrogen receptor positive|
|mTOR:||Mammalian target of rapamycin|
|α-MEM:||Alpha-Modified Eagle’s Medium|
|PBS:||Phosphate buffered saline|
|FBS:||Fetal bovine serum|
|rpS6:||Ribosomal protein S6|
|SDS-PAGE:||SDS-polyacrylamide gel electrophoresis|
|EGFR:||Epidermal growth factor receptor 1|
|HER2:||Human epidermal growth factor receptor 2 (also known as ErbB-2, ERBB2)|
|Erk:||Extracellular signal-regulated kinase|
|TNBC:||Triple-negative breast cancer|
Conflict of Interests
The authors declare that there is no conflict of interests regarding the publication of this paper.
Funding for this work was obtained from the Cancer Society of New Zealand and its Auckland Division, the New Zealand Breast Cancer Foundation, the New Zealand Lottery Commission, the Maurice and Phyllis Paykel Trust, Auckland Medical Research Foundation, and the Robert McClelland Trust. This work is also supported by the Auckland Cancer Society Research Centre.
- A. A. Onitilo, J. M. Engel, R. T. Greenlee, and B. N. Mukesh, “Breast cancer subtypes based on ER/PR and Her2 expression: comparison of clinicopathologic features and survival,” Clinical Medicine and Research, vol. 7, no. 1-2, pp. 4–13, 2009.
- W. F. Anderson, N. Chatterjee, W. B. Ershler, and O. W. Brawley, “Estrogen receptor breast cancer phenotypes in the surveillance, epidemiology, and end results database,” Breast Cancer Research and Treatment, vol. 76, no. 1, pp. 27–36, 2002.
- T. Suzuki, Y. Miki, Y. Nakamura et al., “Sex steroid-producing enzymes in human breast cancer,” Endocrine-Related Cancer, vol. 12, no. 4, pp. 701–720, 2005.
- I. A. Jaiyesimi, A. U. Buzdar, D. A. Decker, and G. N. Hortobagyi, “Use of tamoxifen for breast cancer: twenty-eight years later,” Journal of Clinical Oncology, vol. 13, no. 2, pp. 513–529, 1995.
- L. J. Esserman, E. M. Ozanne, M. Dowsett, and J. M. Slingerland, “Tamoxifen may prevent both ER+ and ER- breast cancers and select for ER- carcinogenesis: an alternative hypothesis,” Breast Cancer Research, vol. 7, no. 6, pp. R1153–R1158, 2005.
- A. E. Wakeling, M. Dukes, and J. Bowler, “A potent specific pure antiestrogen with clinical potential,” Cancer Research, vol. 51, no. 15, pp. 3867–3873, 1991.
- N. Normanno, M. Di Maio, E. de Maio et al., “Mechanisms of endocrine resistance and novel therapeutic strategies in breast cancer,” Endocrine-Related Cancer, vol. 12, no. 4, pp. 721–747, 2005.
- K. Gelmon, R. Dent, J. R. Mackey, K. Laing, D. McLeod, and S. Verma, “Targeting triple-negative breast cancer: optimising therapeutic outcomes,” Annals of Oncology, vol. 23, no. 9, pp. 2223–2234, 2012.
- T. Kuukasjärvi, R. Karhu, M. Tanner et al., “Genetic heterogeneity and clonal evolution underlying development of asynchronous metastasis in human breast cancer,” Cancer Research, vol. 57, no. 8, pp. 1597–1604, 1997.
- N. R. Bertos and M. Park, “Breast cancer—one term, many entities?” Journal of Clinical Investigation, vol. 121, no. 10, pp. 3789–3796, 2011.
- E. Leung, N. Kannan, G. W. Krissansen, M. P. Findlay, and B. C. Baguley, “MCF-7 breast cancer cells selected for tamoxifen resistance acquire new phenotypes differing in DNA content, phospho-HER2 and PAX2 expression, and rapamycin sensitivity,” Cancer Biology and Therapy, vol. 9, no. 9, pp. 717–724, 2010.
- E. Leung, J. E. Kim, G. W. Rewcastle, G. J. Finlay, and B. C. Baguley, “Comparison of the effects of the PI3K/mTOR inhibitors NVP-BEZ235 and GSK2126458 on tamoxifen-resistant breast cancer cells,” Cancer Biology and Therapy, vol. 11, no. 11, pp. 938–946, 2011.
- E. Leung, G. W. Rewcastle, W. R. Joseph, R. J. Rosengren, L. Larsen, and B. C. Baguley, “Identification of cyclohexanone derivatives that act as catalytic inhibitors of topoisomerase I: effects on tamoxifen-resistant MCF-7 cancer cells,” Investigational New Drugs, vol. 30, no. 6, pp. 2103–2112, 2012.
- C. Garcia-Echeverria, F. Stauffer, and P. Furet, “Preparation of imidazo[4,5-c]quinolin-2-ones and -thiones as lipid, PI3 and/or DNA protein kinase inhibitors with therapeutic uses,” PCT International Application WO 2006122806 A2, 2006.
- F. Stowasser, M. Baenziger, and S. D. Garad, “Preparation of salts and crystalline forms of 2-methyl-2-[4-(3-methyl-2-oxo-8-quinolin-3-yl-2, 3-dihydroimidazo[4, 5-c]quinolin-1-yl)-phenyl]propionitrile and its use as a drug,” WO, 2008064093A2, 2008.
- J. M. Haughian, M. P. Pinto, J. C. Harrell et al., “Maintenance of hormone responsiveness in luminal breast cancers by suppression of Notch,” Proceedings of the National Academy of Sciences of the United States of America, vol. 109, no. 8, pp. 2742–2747, 2012.
- J. Baselga, M. Campone, M. Piccart et al., “Everolimus in postmenopausal hormone-receptor-positive advanced breast cancer,” The New England Journal of Medicine, vol. 366, no. 6, pp. 520–529, 2012.
- V. Serra, B. Markman, M. Scaltriti et al., “NVP-BEZ235, a dual PI3K/mTOR inhibitor, prevents PI3K signaling and inhibits the growth of cancer cells with activating PI3K mutations,” Cancer Research, vol. 68, no. 19, pp. 8022–8030, 2008.
- H. Liu, D. Cheng, A. K. Weichel et al., “Cooperative effect of gefitinib and fumitremorgin c on cell growth and chemosensitivity in estrogen receptor α negative fulvestrant-resistant MCF-7 cells,” International Journal of Oncology, vol. 29, no. 5, pp. 1237–1246, 2006.
- K. R. Coser, B. S. Wittner, N. F. Rosenthal et al., “Antiestrogen-resistant subclones of MCF-7 human breast cancer cells are derived from a common monoclonal drug-resistant progenitor,” Proceedings of the National Academy of Sciences of the United States of America, vol. 106, no. 34, pp. 14536–14541, 2009.
- E. A. Rakha, S. E. Elsheikh, M. A. Aleskandarany et al., “Triple-negative breast cancer: distinguishing between basal and nonbasal subtypes,” Clinical Cancer Research, vol. 15, no. 7, pp. 2302–2310, 2009.
- D. S. P. Tan, C. Marchió, R. L. Jones et al., “Triple negative breast cancer: molecular profiling and prognostic impact in adjuvant anthracycline-treated patients,” Breast Cancer Research and Treatment, vol. 111, no. 1, pp. 27–44, 2008.
- K. B. Horwitz, W. W. Dye, J. C. Harrell, P. Kabos, and C. A. Sartorius, “Rare steroid receptor-negative basal-like tumorigenic cells in luminal subtype human breast cancer xenografts,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 15, pp. 5774–5779, 2008.
- P. Kabos, J. M. Haughian, X. Wang et al., “Cytokeratin 5 positive cells represent a steroid receptor negative and therapy resistant subpopulation in luminal breast cancers,” Breast Cancer Research and Treatment, vol. 128, no. 1, pp. 45–55, 2011.
- M. Murtaza, S. J. Dawson, D. W. Tsui et al., “Non-invasive analysis of acquired resistance to cancer therapy by sequencing of plasma DNA,” Nature, vol. 497, no. 7447, pp. 108–112, 2013.
- M. Yunokawa, F. Koizumi, Y. Kitamura et al., “Efficacy of everolimus, a novel mTOR inhibitor, against basal-like triple-negative breast cancer cells,” Cancer Science, vol. 103, no. 9, pp. 1665–1671, 2012.
- C. O'Brien, J. J. Wallin, D. Sampath et al., “Predictive biomarkers of sensitivity to the phosphatidylinositol 3′ kinase inhibitor GDC-0941 in breast cancer preclinical models,” Clinical Cancer Research, vol. 16, no. 14, pp. 3670–3683, 2010.
- V. Gordon and S. Banerji, “Molecular pathways: PI3K pathway targets in triple-negative breast cancers,” Clinical Cancer Research, vol. 19, no. 14, pp. 3738–3744, 2013.
- B. Kreike, M. van Kouwenhove, H. Horlings et al., “Gene expression profiling and histopathological characterization of triple-negative/basal-like breast carcinomas,” Breast Cancer Research, vol. 9, no. 5, article R65, 2007.
- F. Bertucci, P. Finetti, N. Cervera et al., “How basal are triple-negative breast cancers?” International Journal of Cancer, vol. 123, no. 1, pp. 236–240, 2008.
- C. Liedtke, C. Mazouni, K. R. Hess et al., “Response to neoadjuvant therapy and long-term survival in patients with triple-negative breast cancer,” Journal of Clinical Oncology, vol. 26, no. 8, pp. 1275–1281, 2008.