Abstract
Introduction
Treatment of breast cancer is becoming more individualized with the recognition of tumor subgroups that respond differently to available therapies. Breast cancer 1 gene (BRCA1)-deficient tumors are usually of the basal subtype and associated with poor survival rates, highlighting the need for more effective therapy.
Methods
We investigated a mouse model that closely mimics breast cancer arising in BRCA1-mutation carriers to better understand the molecular mechanism of tumor progression and tested whether targeting of the Polycomb-group protein EZH2 would be a putative therapy for BRCA1-deficient tumors.
Results
Gene expression analysis demonstrated that EZH2 is overexpressed in BRCA1-deficient mouse mammary tumors. By immunohistochemistry we show that an increase in EZH2 protein levels is also evident in tumors from BRCA1-mutation carriers. EZH2 is responsible for repression of genes driving differentiation and could thus be involved in the undifferentiated phenotype of these tumors. Importantly, we show that BRCA1-deficient cancer cells are selectively dependent on their elevated EZH2 levels. In addition, a chemical inhibitor of EZH2, 3-deazaneplanocin A (DZNep), is about 20-fold more effective in killing BRCA1-deficient cells compared to BRCA1-proficient mammary tumor cells.
Conclusions
We demonstrate by specific knock-down experiments that EZH2 overexpression is functionally relevant in BRCA1-deficient breast cancer cells. The effectiveness of a small molecule inhibitor indicates that EZH2 is a druggable target. The overexpression of EZH2 in all basal-like breast cancers warrants further investigation of the potential for targeting the genetic make-up of this particular breast cancer type.
Introduction
Breast cancer is a heterogeneous disease. Studies by Perou and colleagues and Sorlie and colleagues have demonstrated that at least five different subtypes can be identified based on molecular profiling [1,2]. These different subtypes might arise from transformation of different cell types in the breast and/or from mutations in different genes. It has become clear that breast cancer subtypes correspond with marked differences in therapy response and overall survival, indicating that each subgroup should be treated differently [3]. To a certain extent this is already common practice, as ErbB2-overexpressing tumors are treated with herceptin and estrogen receptor (ER)-positive tumors with tamoxifen or aromatase inhibitors [4]. However, for other groups, such as the basal-type tumors that lack expression of ErbB2, ER, and progesterone receptor (PR), rationally designed treatments are currently lacking. These tumors are generally characterized by a poor differentiation grade, and it is speculated that they may arise from an undifferentiated breast epithelial cell, or at least have acquired stem cell-like properties during transformation [5]. Currently, standard treatment of these tumors is chemotherapy. Although there is an initial effect of chemotherapy agents such as anthracyclins, basal-like tumors nevertheless exhibit the worst overall survival rate of all breast cancer subtypes. This highlights the need for more effective therapies.
In the current study, we investigated the potential of a molecular-based therapy for a subgroup of basal-like breast tumors: those arising in women with an inherited mutation in BRCA1. These tumors are characterized by the loss of the second BRCA1 allele, concomitant loss of TP53 function and an undifferentiated, basal-like phenotype [6-9]. Consistent with their basal-like characteristics, BRCA1-deficient breast tumors exhibit aggressive behavior and are associated with poor survival. At the cellular level, an important consequence of loss of BRCA1 function is impaired DNA double-strand break repair [10]. As unresolved double-strand breaks will activate p53, resulting in either cell cycle arrest or apoptosis, there is a strong selection pressure on loss of p53 function in BRCA1-associated breast tumorigenesis. In addition, recent evidence indicates that loss of BRCA1 inhibits differentiation into ER-positive luminal cells, which might contribute to the undifferentiated phenotype [11].
We developed a mouse model mimicking human BRCA1-deficient breast cancer to gain insight into the molecular progression of BRCA1-deficient tumors and to test putative therapies [12]. In this model, the Brca1 and p53 genes are deleted by tissue-specific expression of Cre recombinase driven by the keratin 14 promoter, which is active in basal cells of the mammary gland, including the stem cells [13]. The ensuing mammary tumors show a solid growth pattern with pushing margins, and are highly proliferative, poorly differentiated and similar to human basal-like breast cancers (ER-, PR- and human epidermal growth factor receptor (HER) 2-negative).
Importantly, our mouse model allows us to compare BRCA1-deficient mammary tumors (arising in K14cre;Brca1F/F;p53F/F (KB1P) mice) with BRCA1-proficient control tumors (arising in K14cre;Brca1w.t/w.t;p53F/F (KP) mice). After comparing gene expression patterns of BRCA1-deficient mouse mammary tumors with BRCA1-proficient control tumors, we noted that Ezh2 expression was particularly high in BRCA1-deficient tumors. EZH2 is a member of the family of polycomb group proteins, which are epigenetic repressors that prevent the expression of cell cycle inhibitors and genes required for differentiation [14,15]. We and others have already observed that EZH2 overexpression is linked to aggressive tumours with a high proliferation rate and a poor prognosis [16-20].
In the study presented here, we set out to determine whether increased EZH2 expression also characterizes human BRCA1-deficient breast cancer, and whether BRCA1-deficient tumor cells are dependent on high EZH2 levels for their survival. This would indicate that EZH2 constitutes a therapeutic target for BRCA1-deficient breast cancer. EZH2 is the catalytic subunit of Polycomb Repressive Complex 2 (PRC2), which also contains SUZ12 and EED, and initiates gene silencing by trimethylating lysine 27 in histone H3 (H3-K27me3) [21]. Tan and colleagues recently demonstrated that a small molecule inhibitor, 3-deanzaneplanocin A (DZNep), effectively reduced the protein levels of PRC2 components EZH2, SUZ12, and EED, and inhibits the associated H3K27 trimethylation activity [22]. H3-K27me3 depletion resulted in reactivation of PRC2-silenced genes and apoptotic cell death in several cancer cell lines. The availability of a small molecule inhibitor such as DZNep allowed us to test whether pharmacological targeting of EZH2 function provides a selective approach to kill BRCA1-deficient breast tumor cells.
Materials and methods
Derivation and maintenance of mouse tumor cell lines
Tumor cell lines were generated from individual tumors arising in female mice with a KB1P or KP genotype as described previously [23]. Established cell lines were cultured at 37°C with 5% carbondioxide in DMEM-F12 medium (Gibco, Carlsbad, CA, USA) supplemented with 10% FCS, 50 U/ml penicillin, 50 μg/ml streptomycin (Gibco, Carlsbad, CA, USA), 5 μg/ml insulin (Sigma, St. Louis, MO, USA), 5 ng/ml epidermal growth factor (Invitrogen, Carlsbad, CA, USA) and 5 ng/ml cholera toxin (Gentaur, Brussels, Belgium).
BRCA1 reconstitution in BRCA1-deficient tumor cells
One million KB1P3.12 cells were electroporated (3 μF, 0.8 kV) with the bacterial artificial chromosome (BAC) clone RP11-812O5 containing the complete human BRCA1 gene and regulatory sequences. The RP11-812O5 BAC was obtained from the Children's Hospital and Research Center at Oakland, CA, USA [24]. The vector backbone was modified by insertion of the pgk/EM7 Neo/KanR-positive selection cassette pCEI1 [25] into the sacBII gene by bacterial homologous recombination in Escherichia coli SW102 [26]. After selection with 300 μg/ml Geneticin (Gibco-BRL, Carlsbad, CA, USA) for two weeks, clones were picked and checked for the presence of the BAC by PCR for exon 11 of human BRCA1 [27].
Tumorsphere formation assay
Stem cell medium (SCM) containing defined growth factors as described by [28,29] was freshly prepared each time and DZNep (5 μm) or dimethyl sulfoxide (DMSO; no-drug control) was added. Cells were trypsinized, which was inactivated with 10% serum and subsequently washed with PBS to remove the serum, and resuspended in SCM. Cells were filtered to obtain single cells and 40,000 cells, counted with a Casy counter (Schaerfe Systems, Reutlingen, Germany), were plated out in ultra-low binding plates with a flat bottom (Corning Incorporated, Corning, NY, USA). Sphere formation was checked every day and cell culture images were obtained after 72 hours using a Zeiss Axiovert 25 microscope (Carl Zeiss MicroImaging, Goettingen, Germany) with 10× objective on a Sony Cybershot (Sony corporation, Tokyo, Japan).
Classification of human breast tumor samples
Human breast tumor tissue samples were obtained from the pathology archive of the Netherlands Cancer Institute. BRCA1-mutation status was determined by routine DNA diagnostics. The basal-like and luminal status was determined using expression data to classify the tumors according to the intrinsic gene set as described [30].
Immunohistochemistry
Paraffin-embedded tumor samples were sectioned (4 μm) and deparaffinized by treating twice with xylene for 10 minutes each and subsequently hydrated in 100%, 80%, and 70% ethanol. Antigen retrieval was performed by boiling samples in 10 mM sodium citrate for one minute at 900 W and 15 minutes at 250 W in the microwave, followed by 20 minutes gradual cooling at room temperature. Slides were blocked in 5% normal goat serum in PBS. Mouse tissue was additionally permeabilized with 0.25% Triton prior to blocking. The samples were incubated overnight with a mouse monoclonal antibody against EZH2 (1:100, BD Biosciences San Jose, California, USA). Immunodetection was performed by diaminobenzidine (DAB) oxidation using the Powervision system (ImmunoLogic, Duiven, The Netherlands). Samples were dehydrated in 70%, 80%, and 100% ethanol. Once immunostained, slides were digitally scanned with a Scanscope (Aperio Technologies, Vista, CA, USA) and the amount of EZH2-expressing epithelial cell nuclei were counted in a blinded manner by two observers (SAJ and JP) independently. For statistical analysis, the Wilcoxon test was used to compare the percentage of EZH2-positive nuclei between two samples and P < 0.05 was considered statistically significant.
Immunoblot analysis
Cells were scraped from subconfluent plates and lysed in RIPA buffer (150 mM NaCl, 10 mM Tris-HCl pH 7.5, 1% Triton X100, 1% DOC, 0.1% SDS, 1 mM EDTA) Equal amount of protein (10 μg) was loaded and separated by electrophoresis on NuPAGE Novex 4 to 12% SDS-PAGE (Invitrogen, Carlsbad, CA, USA) and transferred to nitrocellulose membranes. The blot was blocked with TBST (0.1% Tween 20) containing 5% BSA (Sigma-Aldrich, St. Louis, MO, USA) and incubated with primary antibodies for two hours at room temperature. After washing with TBST, the membrane was incubated with a horseradish peroxidase (HRP)-conjugated secondary antibody and the signal was detected with enhanced chemiluminescence substrate (GE Healthcare, Amersham, UK). Following antibodies were used: mouse monoclonal against EZH2 (1:20, provided by K. Helin), β-tubulin (1:10000, Sigma-Aldrich, St. Louis, MO, USA), anti-mouse IgG-HRP (1:10000, Biosource International, Camrillo, CA, USA).
Quantitative real-time PCR
Total RNA was extracted using Trizol Reagent (Invitrogen, Carlsbad, CA, USA) and 1 μg per sample was treated with DNase. Reverse transcription was performed using the SuperScript™ First-Strand Synthesis System for RT-PCR (Invitrogen, Carlsbad, CA, USA; according to manufacturer's protocol). The generated cDNA was analyzed using SYBR Green (Taqman universal PCR master mix, Applied Biosystems, Foster City, CA, USA), performed on an ABI Prism 7000 SDS (Applied Biosystems, Foster City, CA, USA). Product accumulation was evaluated using the comparative CT method (DDCT), with Hprt levels as internal control for normalization. The following primers were used (all for mouse transcripts): Hprt FW: CTGGTGAAAAGGACCTCTCG; Hprt RV: TGAAGTACTCATTATAGTCAAGGGCA, Ezh2 FW: AAAGACCCTGAATGCAGTCGC; Ezh2 RV: TGATCCAGAACTTCATCCCCC.
Microarray analysis
Expression values (Log2 ratio) of Ezh2 in 21 KB1P and 32 KP mammary tumors were obtained from oligonucleotide microarrays representing 18,173 genes. Methods for RNA extraction, RNA amplification, microarray hybridization, and data processing are described by Liu and colleagues [12]. For comparison of EZH2 gene expression (Log10 ratio) signatures between mouse and human breast tumors, we used the expression profiles of 96 human breast tumors: 18 ER-negative BRCA1 tumors, 34 tumors with a good prognosis signature and 44 tumors with a poor prognosis signature categorized by the human 70-genes signature dataset [31].
Growth inhibition assays
DZNep was provided by YU Qiang (Genome Institute of Singapore) and trichostatin A (TSA) was obtained from Sigma-Aldrich (St. Louis, MO, USA). Both compounds were solved in DMSO and stored at -20°C. Before the growth inhibition assays, growth curves were made of all cell lines to determine the amount of cells that ensure exponential growth during a five-day culture period. For cell viability analysis, subconfluent dishes were trypsinized and filtered to obtain single cells. Cells were counted with a Casy counter and appropriate amounts of cells were typically plated out in 96-well plates on day 0. Drugs were added in twofold serial dilutions on day 1 in triplicate. DMSO was used as a no-drug control. Both drugs were left on the cells for 120 hours. On day 5 cell viability was measured using the Cell Titer Blue assay (Promega, Madison, WI, USA). Cell Titer Blue reagent was added directly to the cells (10 μl/well) and incubated for two hours at 37°C. Fluorescence at 560ex/590em nm was measured using a Tecan infinite m200 plate reader (Tecan, Salzburg, Austria). After correction for medium only and no-drug controls, data points were fitted to a sigmoidal dose-response curve with variable slope using GraphPad Prism Version 5.00 (GraphPad Software, San Diego, CA, USA): Y = 100/(1 + 10^((LogIC50-X)*HillSlope))). At least three independent experiments were used to determine the half maximal inhibitory concentration (IC50) values for each drug/cell line combination.
RNA interference and DZNep-drug treatment
The SMARTpool small interfering RNA (siRNA) targeting Ezh2 and the non-targeting control were purchased from Dharmacon (Lafayette, CO, USA). Prior to all knock-down experiments optimal transfection conditions were determined for all cell lines. Cells were plated on day 0 and either transfected with 2 μM siRNA using DharmaFECT transfection reagent according to manufacturer's protocol (Dharmacon, Lafayette, CO, USA) or supplied with 5 μM DZNep on day 1. For protein and RNA analysis cells were harvested 48, 72 and 96 hours after transfection. The effect on cell growth was quantified using a Cell Titer Blue cell viability assay as described above. Cells were plated on day 0 in a density to allow exponential growth during the whole experiment and either transfected with siRNA or treated with 5 μM DZNep on day 1. Fluorescence was recorded 24, 48, 72 and 96 hours after transfection. Cell culture images were obtained using a Zeiss Axiovert 25 microscope with 10× objective on a Sony Cybershot. In all cases, data are presented from at least three independent experiments.
Results
Ezh2 expression is elevated in BRCA1-deficient mouse mammary tumors
To define the molecular changes associated with BRCA1-deficient breast cancer, we previously compared BRCA1-deficient (KB1P) mammary tumors derived from our conditional K14cre;Brca1F/F;p53F/F mouse model for hereditary breast cancer with BRCA1-proficient mammary tumors (KP) derived from K14cre;Brca1w.t/w.t;p53F/F mice. Gene expression microarray analysis showed that KB1P tumors expressed markers of basal-like breast cancer, for example p63 and keratin 5, compared with the KP tumors [12,32]. Strikingly, the polycomb repressor EZH2 is also higher expressed in BRCA1-deficient tumors than in BRCA1-proficient control tumors (Figure 1a). Whereas there is heterogeneity in the BRCA1-proficient group, virtually all BRCA1-deficient tumors display increased Ezh2 expression, suggesting that in the absence of BRCA1 increased levels of EZH2 may be required. To determine whether the increase in mRNA levels translates to higher EZH2 protein expression, we analyzed tissue sections from both KB1P and KP tumors by immunohistochemistry (Figure 1b). We indeed found that BRCA1-deficient mouse mammary tumors have higher EZH2 protein levels than control tumors, also indicated by the higher percentage of tumor cells with EZH2 expression above background (77% in KB1P tumors versus 11.5% in KP tumors; Wilcoxon P < 0.029; Figure 1c).
EZH2 is overexpressed in BRCA1-deficient human breast tumors
Next, we determined whether EZH2 is also overexpressed in human BRCA1-deficient breast cancer. Recently, we and others showed that EZH2 levels are high in breast tumors with a poor prognosis [16,18,33]. Tumors from BRCA1-mutation carriers belong to this group of aggressive breast cancer, and accordingly EZH2 mRNA levels are also high in human BRCA1-deficient tumors (Figure 2a). Consistent with our previous observation that EZH2 mRNA and protein levels correlate relatively well [16], we observed increased EZH2 protein levels in human BRCA1-deficient tumor sections compared with other breast tumors (Figure 2b). To allow direct comparison, we simultaneously performed immunohistochemistry for EZH2 on sections from luminal A, basal-like and BRCA1-mutated breast tumors. As previously reported [16,18,33], we found EZH2 levels to be higher in basal-like tumors compared with luminal A-type tumors (Figure 2b). By the same detection criteria, EZH2 levels in the BRCA1-deficient tumors were at least as high as in the sporadic basal-like tumors (no significant difference, Wilcoxon P < 0.164) and significantly increased compared with luminal A-type tumors (Wilcoxon P < 0.002, Figure 2c).
BRCA1-deficient cells are dependent on EZH2
To determine whether the increased EZH2 levels are functionally relevant in the BRCA1-deficient tumor cells, we made use of cell lines that were derived from KB1P and KP mouse mammary tumors [23]. In total, we used a panel of three BRCA1-deficient and three BRCA1-proficient cell lines, all derived from individual primary tumors. Although DZNep is a selective inhibitor of EZH2 function, some effects on other epigenetic marks, such as H4K20 methylation, have been reported [22]. To ascertain whether observed effects with DZNep are due to its inhibition of EZH2 specifically, we included siRNAs targeting Ezh2 in our experiments.
Quantitative PCR demonstrated efficient knockdown of Ezh2 mRNA levels in both BRCA1-proficient and BRCA1-deficient cells (Figure 3a). DZNep does not affect Ezh2 mRNA levels, as reported previously [22]. However, treatment with either Ezh2-specific siRNAs or DZNep resulted in significant reduction of EZH2 protein levels in both KB1P and KP cells (Figure 3b). Forty-eight hours after treatment there was visible toxicity in KB1P cells when EZH2 levels were reduced by either DZNep or siRNAs targeting Ezh2, but not in KB1P cells treated with non-targeting control siRNAs (Figure 3c). In contrast, there was no apparent effect of reduced EZH2 levels, either by Ezh2 knock-down or DZNep treatment, in BRCA1-proficient tumor cells. A more quantitative assessment of the effect of the treatments by a growth inhibition assay revealed that there is some adverse affect of DZNep in the KP cells. However, this effect of DZNep is unrelated to EZH2, as knock-down of Ezh2 does not inhibit the growth of these cells (Figure 3d, blue lines). Possibly, this is due to the effect of DZNep on H4K20 or other methylation events. In contrast, KB1P cells are severely affected by reduced EZH2 levels, as demonstrated by a strong growth inhibition of KB1P cells treated with siRNAs targeting Ezh2 (Figure 3d, red lines). In BRCA1-deficient cells, treatment with DZNep inhibited growth even more effectively than knock-down of Ezh2, which could be due to a more effective depletion of EZH2 by DZNep than that achieved by siRNAs, or due to possible effects of DZNep on other epigenetic marks. Nevertheless, DZNep shows remarkable selectivity in inhibiting BRCA1-deficient tumor cells compared with BRCA1-proficient tumor cells (Figures 3c, d).
BRCA1-deficiency sensitizes cells to EZH2-inhibitor DZNep but not to TSA
To better quantify the difference in sensitivity to DZNep between KB1P and KP cells, we performed a dose-response curve (Figure 4a). Strikingly, the average IC50 for BRCA1-deficient cells is 163 nM, whereas an almost 19-fold higher dose is required for 50% growth inhibition in BRCA1-proficient cells (average IC50 of 2944 nM, P < 0.0001, t-test; Table 1).
Table 1.
Cell line | nM DZNep (SEM) | nM TSA (SEM) |
BRCA1-proficient | ||
KP-3.33 | 3202 (284) | 27 (1.2) |
KP-6.3 | 3467 (277) | 35 (1.5) |
KP-7.7 | 2163 (63) | 25 (3.8) |
BRCA1-deficient | ||
KB1P-3.12 | 154 (14) | 26 (2.4) |
KB1P-30.3 | 163 (13) | 17 (0.6) |
KB1P-40.1 | 171 (9) | 36 (3.4) |
Ratio (KP/KB1P) | 18.1* | 1.1 |
Significance | < 0.0001 | 0.5 |
Note: Values between brackets represent the standard error of the mean (SEM) of at least three independent experiments. Ratio: Average half maximal inhibitory concentration (IC50) values of 3-deazaneplanocin A (DZNep) and trichostatin A (TSA) for the K14cre;Brca1w.t/w.t;p53F/F (KP) lines were compared with average IC50 values of the K14cre;Brca1F/F;p53F/F (KB1P) lines. *Significance: P < 0.01 (t-test).
To exclude the possibility that KB1P cells are in general more sensitive to epigenetic inhibitors we tested the effect of the histone deacetylase-inhibitor TSA in the same growth inhibition assay (Figure 4b). TSA affected KB1P and KP cell lines to a similar extend (average IC50 of 26 nM vs 29 nM) showing no significant difference (P = 0.5; t-test, Table 1). When the cell lines were grown under non-adherent conditions, DZNep also inhibited sphere-formation, suggesting that there is no subpopulation of BRCA1-deficient cells that is resistant to DZNep treatment [see Additional data file 1]. However, in vivo experiments should demonstrate whether targeting EZH2 inhibits all tumor-initiating potential.
Reconstitution of BRCA1 partially restores resistance to DZNep
As loss of BRCA1 function results in genomic instability, we wanted to establish whether the dependence on EZH2 is a direct consequence of Brca1 loss, or whether this is a secondary effect caused by mutations accumulated during the tumorigenic process. To test this, we re-introduced a BAC clone encompassing the complete human BRCA1 gene into a BRCA1-deficient cell line (KB1P-3.12) and derived several clones that were shown to re-express BRCA1 (Figure 5a). These cells became less sensitive to cisplatin treatment indicating that the introduced BRCA1 is functional (data not shown). Of note, we did not observe a decrease in EZH2 levels in the reconstituted cell lines, indicating that BRCA1 does not directly influence Ezh2 expression (Figure 5b). However, treatment with DZNep reduces EZH2 levels to a similar extent in all cell lines (Figures 3b and 5d, and data not shown).
Interestingly, when the reconstituted cell lines were treated with DZNep, we observed a substantial rescue from DZNep-induced cell death (Figure 5c). The IC50 values for DZNep in the BRCA1-reconstituted cells lines were more similar to the IC50 values of the KP cells, than those of KB1P cells (average IC50 of 1391 nM, Table 2). This shows that sensitivity of BRCA1-deficient cells to DZNep is mainly due to a loss of BRCA1 function, and not due to secondary mutations. This also indicates that there is a synthetic lethal effect; the effect of targeting one gene (e.g. EZH2) becomes deleterious specifically in the absence of another gene (e.g. BRCA1) [34].
Table 2.
Cell line | nM DZNep (SEM) |
BRCA1-proficient | |
KP-6.3 | 3523 (463) |
BRCA1-reconstituted | |
KB1PR-3.12 E3 | 1954 (744) |
KB1PR-3.12 F4 | 829 (331) |
BRCA1-deficient | |
KB1P-3.12 | 135 (13) |
KB1P40.1 | 187 (33) |
Ratio (BRCA1-reconst. vs. deficient) | 8.7* |
Significance | 0.003 |
Note: Values between brackets represent the standard error of the mean (SEM) of at least three independent experiments. Ratio: Average half maximal inhibitory concentration (IC50) values of 3-deazaneplanocin A (DZNep) for the K14cre;Brca1F/F;p53F/F (KB1P) lines were compared with average IC50 values of the KB1P lines. *Significance: P < 0.01 (t-test).
Although the reconstituted cells become over eight-times more resistant to DZNep, the rescue is not complete. This could be due to differences in mouse and human BRCA1 or to technical issues with achieving the correct amount of BRCA1 expression. Alternatively, additional mutations could play a minor role in the sensitivity to DZNep.
In summary, we have demonstrated that DZNep selectively inhibits BRCA1-deficient but not BRCA1-proficient mammary tumor cells, and that this effect is mainly due to the fact that BRCA1-deficient cells are dependent on EZH2, whereas BRCA1-proficient cells are not.
Discussion
Breast tumors in BRCA1-mutation carriers arise early in life and exhibit an aggressive, basal-like phenotype associated with poor overall survival. More insight into the molecular make-up of this breast cancer subtype will contribute to the development of more effective therapies. In this study, we demonstrate that EZH2 expression is high in breast tumors from BRCA1-mutation carriers, similar to that observed in our mouse model for BRCA1-deficient breast cancer. Moreover, the knock-down experiments show that BRCA1-deficient mammary tumor cells are dependent on EZH2 for their survival. Interestingly, although EZH2 levels were also reduced to a similar level in the BRCA1-proficient control cells, these cells seem much less affected by EZH2 loss. This indicates that targeting EZH2 is synthetic lethal in combination with BRCA1-deficiency. Conceivably, the dependence on high EZH2 levels derives from a selective advantage during the in vivo tumorigenesis process that occurs only in BRCA1-deficient and not BRCA1-proficient cells. The observation that restoration of BRCA1 does not reduce EZH2 levels suggests that the increased expression is caused by more permanent changes. However, such mutations or epigenetic alterations do not necessarily have to target Ezh2 directly, but could occur in upstream regulators of EZH2 as well. Note that selection for Ezh2 overexpression may occur in other breast tumors, as evident from some of the primary BRCA1-proficient mouse tumors in Figure 1a. The central question of this study was whether overexpression of EZH2 is required for the survival of breast tumor cells or whether this is a byproduct of the tumorigenic process, and our data suggest that whereas BRCA1-deficient cells remain dependent on their EZH2 expression, loss of EZH2 is much better tolerated in cells with intact BRCA1.
Now that we have established the functional importance of EZH2 expression in BRCA1-deficient cells, it would be interesting to understand why these tumors are selectively dependent on EZH2, and whether this dependence is specific to loss of BRCA1 function, or more related to the basal-like characteristics of these tumors. There could be several, not mutually exclusive, reasons for selection of EZH2/Ezh2 overexpression during tumorigenesis.
With regards to a specific role of BRCA1-deficiency, there could be an effect of EZH2 on DNA repair. It has been reported that EZH2 overexpression represses genes of the Rad51 family [35], which may attenuate DNA damage signalling in BRCA1-deficient cells. This would suggest that EZH2 overexpression could play a similar role in BRCA2-deficient tumors that are subject to the same impairment in homology-directed double-strand break repair as BRCA1-deficient tumors. However, we did not observe increased EZH2 expression in breast tumors from BRCA2-mutation carriers (data not shown), suggesting that the main oncogenic role of EZH2 is not linked to DNA repair. Another possible explanation for the selective overexpression of EZH2 in BRCA1-deficient breast tumors could involve a role of EZH2 in the cell of origin. Specifically, the absence of BRCA1 has been associated with characteristics of stem cells and loss of BRCA1 is incompatible with luminal differentiation [11]. EZH2 is required for the maintenance of embryonic and adult stem cells, is expressed in a relatively small number of cells in the mammary gland, and is only overexpressed in breast tumors with an undifferentiated phenotype [16,19,36]. In addition, a large subset of genes silenced by EZH2 includes transcription factors that orchestrate lineage-specific differentiation [37,38]. Therefore, it could be envisaged that overexpression of EZH2 is required to maintain the undifferentiated state of the transformed cell. Reducing EZH2 levels by DZNep or siRNAs might result in the expression of genes that induce differentiation, a fate potentially incompatible with the absence of BRCA1.
However, overexpression of EZH2 does not seem to cause hyperrepression of typical PcG-target genes [16,39], suggesting that it has consequences distinct from silencing its normal target genes. Several groups have indeed found evidence for genes marked by PcG proteins specifically in tumor cells [22,40]. It remains to be established, however, whether silencing of these genes is responsible for the selective advantage of EZH2 overexpression in BRCA1-deficient tumor cells, and whether these genes include more classical tumor-suppressors or specific differentiation factors.
The model for a specific function of EZH2 in more undifferentiated, basal-like cells is consistent with the observation that our KB1P tumors are indeed more basal than the KP control tumors [12]. This raises the question if not only BRCA1-deficient breast tumors but also sporadic basal-like tumors would be dependent on EZH2 overexpression. Our observation that restoration of BRCA1 function negates the sensitivity of tumor cells to DZNep would argue against this. However, although BRCA1 mutations in sporadic cancer are rare, there are indications that a significant proportion of sporadic breast tumors share traits with BRCA1-deficient tumors, a feature termed BRCAness [41]. Alterations in genes functioning in the same biochemical pathways as BRCA1 could effectively result in loss of BRCA1 function [9]. Sporadic basal-like tumors that exhibit this feature may be specifically sensitive to EZH2 inhibition. Recently, Gonzalez and colleagues [42] showed that knock-down of EZH2 reduced the proliferation of two ER-negative human breast cancer cell lines. Intriguingly, this effect seemed partly due to an upregulation of BRCA1 protein levels. This is in disagreement with our data which show that cells without BRCA1 are particularly sensitive to EZH2 reduction, suggesting that repression of Brca1 is not the main oncogenic function of EZH2. Moreover, breast tumors in BRCA1-mutation carriers show invariably loss of the other BRCA1 allele, indicating that selection for loss of BRCA1 expression is not achieved by high levels of EZH2. However, the observation that these two basal-like breast cancer cell lines are also sensitive to EZH2 inhibition, and the repeated observation that EZH2 overexpression characterizes basal-like breast tumors, warrants the further investigation of EZH2 as a druggable target.
Unfortunately, our preliminary in vivo studies with DZNep revealed substantial toxicity in mice (data not shown). We are currently investigating whether this is due to a dependence of certain normal cell types on EZH2 expression, or whether this is due to chemical properties of DZNep. The former would complicate EZH2 inhibition as therapeutic strategy in breast cancer, whereas the latter may be resolved by using other EZH2 inhibitors or DZNep-analogs, which are currently being developed. In addition, although DZNep inhibits sphere-formation of BRCA1-deficient tumor cells and considering the role of EZH2 in stem cells and cancer [43], in vivo studies will be required to determine whether targeting of EZH2 by itself or in combination with other treatments can result in complete eradication of the tumor.
Conclusions
The preclinical studies and clinical trials with combinations of platinum drugs and Poly(ADP-ribose) polymerase (PARP) inhibitors against BRCA1-mutated breast cancers constitute one example of how insight into the genetic make-up of a tumor subtype can provide a targeted and possibly more effective treatment [34,44]. Our data show that BRCA1-deficient tumor cells are selectively dependent on EZH2 expression, and suggest that pharmacological disruption of EZH2 could provide another individualized approach for the treatment of BRCA1-mutated breast cancers, and possibly also for sporadic basal-like breast tumors.
Abbreviations
BAC: bacterial artificial chromosome; BRCA1: breast cancer 1 gene; BSA: bovine serum albumin; DAB: diaminobenzidine; DMEM: Dulbecco's Modified Eagle Medium; DMSO: dimethyl sulfoxide; DZNep: 3-deazaneplanocin A; ER: estrogen receptor; EZH2: human homolog of the Drosophila enhancer of zeste gene; FCS: fetal calf serum; HER: human epidermal growth factor receptor; HRP: horseradish peroxidase; IC50: half maximal inhibitory concentration; KB1P: K14cre;Brca1F/F;p53F/F, cells derived from mammary tumors arising in mice with this genotype are BRCA1-deficient; KP: K14cre;Brca1w.t/w.t;p53F/F, cells derived from mammary tumors arising in mice with this genotype are BRCA1-proficient; PARP: Poly(ADP-ribose) polymerase; PBS: phosphate-buffered saline; PcG: Polycomb Group; PR: progesterone receptor; PRC2: Polycomb Repressive Complex 2; RT-PCR: reverse-transcription polymerase chain reaction; SCM: stem cell medium; siRNA: small interfering RNA; TSA: trichostatin A.
Competing interests
The authors declare that they have no competing interests.
Authors' contributions
AP initiated the study, conceived the design with MvL and JJ, and wrote the manuscript with JP. JP participated in the design and performed most of the experiments and data analysis. RD performed the experiments with the reconstituted cell lines she created. XL provided the panel of cell lines and micro-array data. BE advised on the set-up and analysis of the IC50 studies. PC performed western blots and quantitative PCRs. PN provided human tumor samples. SA participated in the immunohistochemical analysis of those samples. QY provided the DZNep. MvL and JJ gave expert advice throughout the study. All authors read and approved the final manuscript.
Supplementary Material
Acknowledgments
Acknowledgements
The authors acknowledge Anke Sparmann and Mathijs Voorhoeve for critical reading of the manuscript and Joep Vissers for helpful discussions. We thank Haydn Prosser for providing the pgk/EM7 Neo/KanR-positive selection cassette (pCEI1). The E. coli SW102 strain was a gift from Neal Copeland and Nancy Jenkins. We thank Peter Bouwman and Hanneke van der Gulden for providing the modified RP11-812O5 BAC. Funding of the authors was as follows: JP (Roland-Ernst Foundation scholarship), RD, XL, BE and JJ (Dutch Cancer Society, NKI 2007-3772), SA (Dutch Cancer Society, NKI 2007-3749), PC, AP and MvL (Dutch Cancer Society, NKI 2007-3803 and Centre for Biomedical Genetics), PN (NKI/AvL) and QY (A*STAR). None of the funding bodies had any say in the study design; in the collection, analysis, and interpretation of data; in the writing of the manuscript; or in the decision to submit the manuscript for publication.
Contributor Information
Julian Puppe, Email: Julianpuppe@gmx.de.
Rinske Drost, Email: r.drost@nki.nl.
Xiaoling Liu, Email: xliu@biomed.tsinghua.edu.cn.
Simon A Joosse, Email: s.joosse@in-silico.eu.
Bastiaan Evers, Email: b.evers@nki.nl.
Paulien Cornelissen-Steijger, Email: p.steijger@nki.nl.
Petra Nederlof, Email: p.nederlof@nki.nl.
Qiang Yu, Email: yuq@gis.a-star.edu.sg.
Jos Jonkers, Email: j.jonkers@nki.nl.
Maarten van Lohuizen, Email: m.v.lohuizen@nki.nl.
Alexandra M Pietersen, Email: gmsamp@nus.edu.sg.
References
- Perou CM, Sørlie T, Eisen MB, Rijn M van de, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lønning PE, Børresen-Dale AL, Brown PO, Botstein D. Molecular portraits of human breast tumours. Nature. 2000;406:747–752. doi: 10.1038/35021093. [DOI] [PubMed] [Google Scholar]
- 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, Brown PO, Børresen-Dale AL, Botstein D. Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA. 2003;100:8418–8423. doi: 10.1073/pnas.0932692100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Linn SC, Jonkers J. Treating the genetic make-up of breast cancer: a new fashion? Expert Rev Anticancer Ther. 2007;7:1065–1067. doi: 10.1586/14737140.7.8.1065. [DOI] [PubMed] [Google Scholar]
- Ziogas D, Ignatiadou E, Roukos D, Lykoudis E. HER2 and trastuzumab: impact of a new standard agent on local control and surgery for breast cancer. Ann Surg Oncol. 2008;15:3614–3615. doi: 10.1245/s10434-008-9973-3. [DOI] [PubMed] [Google Scholar]
- Honeth G, Bendahl PO, Ringnér M, Saal LH, Gruvberger-Saal SK, Lövgren K, Grabau D, Fernö M, Borg A, Hegardt C. The CD44+/CD24- phenotype is enriched in basal-like breast tumors. Breast Cancer Res. 2008;10:R53. doi: 10.1186/bcr2108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holstege H, Joosse SA, van Oostrom CT, Nederlof PM, de Vries A, Jonkers J. High incidence of protein-truncating TP53 mutations in BRCA1-related breast cancer. Cancer Res. 2009;69:3625–3633. doi: 10.1158/0008-5472.CAN-08-3426. [DOI] [PubMed] [Google Scholar]
- Chappuis PO, Nethercot V, Foulkes WD. Clinico-pathological characteristics of BRCA1- and BRCA2-related breast cancer. Semin Surg Oncol. 2000;18:287–295. doi: 10.1002/(SICI)1098-2388(200006)18:4<287::AID-SSU3>3.0.CO;2-5. [DOI] [PubMed] [Google Scholar]
- Greenblatt MS, Chappuis PO, Bond JP, Hamel N, Foulkes WD. TP53 mutations in breast cancer associated with BRCA1 or BRCA2 germ-line mutations: distinctive spectrum and structural distribution. Cancer Res. 2001;61:4092–4097. [PubMed] [Google Scholar]
- Turner NC, Reis-Filho JS. Basal-like breast cancer and the BRCA1 phenotype. Oncogene. 2006;25:5846–5853. doi: 10.1038/sj.onc.1209876. [DOI] [PubMed] [Google Scholar]
- Moynahan ME, Chiu JW, Koller BH, Jasin M. Brca1 controls homology-directed DNA repair. Mol Cell. 1999;4:511–518. doi: 10.1016/S1097-2765(00)80202-6. [DOI] [PubMed] [Google Scholar]
- Liu S, Ginestier C, Charafe-Jauffret E, Foco H, Kleer CG, Merajver SD, Dontu G, Wicha MS. BRCA1 regulates human mammary stem/progenitor cell fate. Proc Natl Acad Sci USA. 2008;105:1680–1685. doi: 10.1073/pnas.0711613105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu X, Holstege H, Gulden H van der, Treur-Mulder M, Zevenhoven J, Velds A, Kerkhoven RM, van Vliet MH, Wessels LF, Peterse JL, Berns A, Jonkers J. Somatic loss of BRCA1 and p53 in mice induces mammary tumors with features of human BRCA1-mutated basal-like breast cancer. Proc Natl Acad Sci USA. 2007;104:12111–12116. doi: 10.1073/pnas.0702969104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jonkers J, Meuwissen R, Gulden H van der, Peterse H, Valk M van der, Berns A. Synergistic tumor suppressor activity of BRCA2 and p53 in a conditional mouse model for breast cancer. Nat Genet. 2001;29:418–425. doi: 10.1038/ng747. [DOI] [PubMed] [Google Scholar]
- Pietersen AM, van Lohuizen M. Stem cell regulation by polycomb repressors: postponing commitment. Curr Opin Cell Biol. 2008;20:201–207. doi: 10.1016/j.ceb.2008.01.004. [DOI] [PubMed] [Google Scholar]
- Sparmann A, van Lohuizen M. Polycomb silencers control cell fate, development and cancer. Nat Rev Cancer. 2006;6:846–856. doi: 10.1038/nrc1991. [DOI] [PubMed] [Google Scholar]
- Pietersen AM, Horlings HM, Hauptmann M, Langerød A, Ajouaou A, Cornelissen-Steijger P, Wessels LF, Jonkers J, Vijver MJ, van Lohuizen M. EZH2 and BMI1 inversely correlate with prognosis and TP53 mutation in breast cancer. Breast Cancer Res. 2008;10:R109. doi: 10.1186/bcr2214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kleer CG, Cao Q, Varambally S, Shen R, Ota I, Tomlins SA, Ghosh D, Sewalt RG, Otte AP, Hayes DF, Sabel MS, Livant D, Weiss SJ, Rubin MA, Chinnaiyan AM. EZH2 is a marker of aggressive breast cancer and promotes neoplastic transformation of breast epithelial cells. Proc Natl Acad Sci USA. 2003;100:11606–11611. doi: 10.1073/pnas.1933744100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bachmann IM, Halvorsen OJ, Collett K, Stefansson IM, Straume O, Haukaas SA, Salvesen HB, Otte AP, Akslen LA. EZH2 expression is associated with high proliferation rate and aggressive tumor subgroups in cutaneous melanoma and cancers of the endometrium, prostate, and breast. J Clin Oncol. 2006;24:268–273. doi: 10.1200/JCO.2005.01.5180. [DOI] [PubMed] [Google Scholar]
- Raaphorst FM, Meijer CJ, Fieret E, Blokzijl T, Mommers E, Buerger H, Packeisen J, Sewalt RA, Otte AP, van Diest PJ. Poorly differentiated breast carcinoma is associated with increased expression of the human polycomb group EZH2 gene. Neoplasia. 2003;5:481–488. doi: 10.1016/s1476-5586(03)80032-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bracken AP, Pasini D, Capra M, Prosperini E, Colli E, Helin K. EZH2 is downstream of the pRB-E2F pathway, essential for proliferation and amplified in cancer. Embo J. 2003;22:5323–5335. doi: 10.1093/emboj/cdg542. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cao R, Wang L, Wang H, Xia L, Erdjument-Bromage H, Tempst P, Jones RS, Zhang Y. Role of histone H3 lysine 27 methylation in Polycomb-group silencing. Science. 2002;298:1039–1043. doi: 10.1126/science.1076997. [DOI] [PubMed] [Google Scholar]
- Tan J, Yang X, Zhuang L, Jiang X, Chen W, Lee PL, Karuturi RK, Tan PB, Liu ET, Yu Q. Pharmacologic disruption of Polycomb-repressive complex 2-mediated gene repression selectively induces apoptosis in cancer cells. Genes Dev. 2007;21:1050–1063. doi: 10.1101/gad.1524107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Silver DP, Dimitrov SD, Feunteun J, Gelman R, Drapkin R, Lu SD, Shestakova E, Velmurugan S, Denunzio N, Dragomir S, Mar J, Liu X, Rottenberg S, Jonkers J, Ganesan S, Livingston DM. Further evidence for BRCA1 communication with the inactive X chromosome. Cell. 2007;128:991–1002. doi: 10.1016/j.cell.2007.02.025. [DOI] [PubMed] [Google Scholar]
- The Children's Hospital and Research Center http://bacpac.chori.org/home.htm
- Prosser HM, Rzadzinska AK, Steel KP, Bradley A. Mosaic complementation demonstrates a regulatory role for myosin VIIa in actin dynamics of stereocilia. Mol Cell Biol. 2008;28:1702–1712. doi: 10.1128/MCB.01282-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Warming S, Costantino N, Court DL, Jenkins NA, Copeland NG. Simple and highly efficient BAC recombineering using galK selection. Nucleic Acids Res. 2005;33:e36. doi: 10.1093/nar/gni035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chandler J, Hohenstein P, Swing DA, Tessarollo L, Sharan SK. Human BRCA1 gene rescues the embryonic lethality of Brca1 mutant mice. Genesis. 2001;29:72–77. doi: 10.1002/1526-968X(200102)29:2<72::AID-GENE1007>3.0.CO;2-B. [DOI] [PubMed] [Google Scholar]
- Liu JC, Deng T, Lehal RS, Kim J, Zacksenhaus E. Identification of tumorsphere- and tumor-initiating cells in HER2/Neu-induced mammary tumors. Cancer Res. 2007;67:8671–8681. doi: 10.1158/0008-5472.CAN-07-1486. [DOI] [PubMed] [Google Scholar]
- Zucchi I, Sanzone S, Astigiano S, Pelucchi P, Scotti M, Valsecchi V, Barbieri O, Bertoli G, Albertini A, Reinbold RA, Dulbecco R. The properties of a mammary gland cancer stem cell. Proc Natl Acad Sci USA. 2007;104:10476–10481. doi: 10.1073/pnas.0703071104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu Z, Fan C, Oh DS, Marron JS, He X, Qaqish BF, Livasy C, Carey LA, Reynolds E, Dressler L, Nobel A, Parker J, Ewend MG, Sawyer LR, Wu J, Liu Y, Nanda R, Tretiakova M, Ruiz Orrico A, Dreher D, Palazzo JP, Perreard L, Nelson E, Mone M, Hansen H, Mullins M, Quackenbush JF, Ellis MJ, Olopade OI, Bernard PS, et al. The molecular portraits of breast tumors are conserved across microarray platforms. BMC Genomics. 2006;7:96. doi: 10.1186/1471-2164-7-96. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vijver MJ van de, He YD, Van't Veer LJ, Dai H, Hart AA, Voskuil DW, Schreiber GJ, Peterse JL, Roberts C, Marton MJ, Parrish M, Atsma D, Witteveen A, Glas A, Delahaye L, Velde T van der, Bartelink H, Rodenhuis S, Rutgers ET, Friend SH, Bernards R. A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med. 2002;347:1999–2009. doi: 10.1056/NEJMoa021967. [DOI] [PubMed] [Google Scholar]
- Sarrió D, Rodriguez-Pinilla SM, Hardisson D, Cano A, Moreno-Bueno G, Palacios J. Epithelial-mesenchymal transition in breast cancer relates to the basal-like phenotype. Cancer Res. 2008;68:989–997. doi: 10.1158/0008-5472.CAN-07-2017. [DOI] [PubMed] [Google Scholar]
- Collett K, Eide GE, Arnes J, Stefansson IM, Eide J, Braaten A, Aas T, Otte AP, Akslen LA. Expression of enhancer of zeste homologue 2 is significantly associated with increased tumor cell proliferation and is a marker of aggressive breast cancer. Clin Cancer Res. 2006;12:1168–1174. doi: 10.1158/1078-0432.CCR-05-1533. [DOI] [PubMed] [Google Scholar]
- Fong PC, Boss DS, Yap TA, Tutt A, Wu P, Mergui-Roelvink M, Mortimer P, Swaisland H, Lau A, O'Connor MJ, Ashworth A, Carmichael J, Kaye SB, Schellens JH, de Bono JS. Inhibition of poly(ADP-ribose) polymerase in tumors from BRCA mutation carriers. N Engl J Med. 2009;361:123–134. doi: 10.1056/NEJMoa0900212. [DOI] [PubMed] [Google Scholar]
- Zeidler M, Varambally S, Cao Q, Chinnaiyan AM, Ferguson DO, Merajver SD, Kleer CG. The Polycomb group protein EZH2 impairs DNA repair in breast epithelial cells. Neoplasia. 2005;7:1011–1019. doi: 10.1593/neo.05472. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O'Carroll D, Erhardt S, Pagani M, Barton SC, Surani MA, Jenuwein T. The polycomb-group gene Ezh2 is required for early mouse development. Mol Cell Biol. 2001;21:4330–4336. doi: 10.1128/MCB.21.13.4330-4336.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bracken AP, Dietrich N, Pasini D, Hansen KH, Helin K. Genome-wide mapping of Polycomb target genes unravels their roles in cell fate transitions. Genes Dev. 2006;20:1123–1136. doi: 10.1101/gad.381706. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee TI, Jenner RG, Boyer LA, Guenther MG, Levine SS, Kumar RM, Chevalier B, Johnstone SE, Cole MF, Isono K, Koseki H, Fuchikami T, Abe K, Murray HL, Zucker JP, Yuan B, Bell GW, Herbolsheimer E, Hannett NM, Sun K, Odom DT, Otte AP, Volkert TL, Bartel DP, Melton DA, Gifford DK, Jaenisch R, Young RA. Control of developmental regulators by Polycomb in human embryonic stem cells. Cell. 2006;125:301–313. doi: 10.1016/j.cell.2006.02.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bracken AP, Kleine-Kohlbrecher D, Dietrich N, Pasini D, Gargiulo G, Beekman C, Theilgaard-Mönch K, Minucci S, Porse BT, Marine JC, Hansen KH, Helin K. The Polycomb group proteins bind throughout the INK4A-ARF locus and are disassociated in senescent cells. Genes Dev. 2007;21:525–530. doi: 10.1101/gad.415507. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ohm JE, McGarvey KM, Yu X, Cheng L, Schuebel KE, Cope L, Mohammad HP, Chen W, Daniel VC, Yu W, Berman DM, Jenuwein T, Pruitt K, Sharkis SJ, Watkins DN, Herman JG, Baylin SB. A stem cell-like chromatin pattern may predispose tumor suppressor genes to DNA hypermethylation and heritable silencing. Nat Genet. 2007;39:237–242. doi: 10.1038/ng1972. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Turner N, Tutt A, Ashworth A. Hallmarks of 'BRCAness' in sporadic cancers. Nat Rev Cancer. 2004;4:814–819. doi: 10.1038/nrc1457. [DOI] [PubMed] [Google Scholar]
- Gonzalez ME, Li X, Toy K, DuPrie M, Ventura AC, Banerjee M, Ljungman M, Merajver SD, Kleer CG. Downregulation of EZH2 decreases growth of estrogen receptor-negative invasive breast carcinoma and requires BRCA1. Oncogene. 2009;28:843–853. doi: 10.1038/onc.2008.433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ben-Porath I, Thomson M, Carey V, Ge R, Bell GW, Regev A, Weinberg RA. An embryonic stem cell-like gene expression signature in poorly differentiated aggressive human tumors. Nat Genet. 2008;40:499–507. doi: 10.1038/ng.127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rottenberg S, Jaspers JE, Kersbergen A, Burg E van der, Nygren AO, Zander SA, Derksen PW, de Bruin M, Zevenhoven J, Lau A, Boulter R, Cranston A, O'Connor MJ, Martin NM, Borst P, Jonkers J. High sensitivity of BRCA1-deficient mammary tumors to the PARP inhibitor AZD2281 alone and in combination with platinum drugs. Proc Natl Acad Sci USA. 2008;105:17079–17084. doi: 10.1073/pnas.0806092105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- van 't Veer LJ, Dai H, Vijver MJ van de, He YD, Hart AA, Mao M, Peterse HL, Kooy K van der, Marton MJ, Witteveen AT, Schreiber GJ, Kerkhoven RM, Roberts C, Linsley PS, Bernards R, Friend SH. Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002;415:530–536. doi: 10.1038/415530a. [DOI] [PubMed] [Google Scholar]
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