Abstract:
Here, we investigated the compartment-specific role of cell cycle arrest and senescence in breast cancer tumor growth. For this purpose, we generated a number of hTERT-immortalized senescent fibroblast cell lines overexpressing CDK inhibitors, such as p16(INK4A), p19(ARF) or p21(WAF1/CIP1). Interestingly, all these senescent fibroblast cell lines showed evidence of increased susceptibility toward the induction of autophagy (either at baseline or after starvation), as well as significant mitochondrial dysfunction. Most importantly, these senescent fibroblasts also dramatically promoted tumor growth (up to ~2-fold), without any comparable increases in tumor angiogenesis. Conversely, we generated human breast cancer cells (MDA-MB-231 cells) overexpressing CDK inhibitors, namely p16(INK4A) or p21(WAF1/CIP1). Senescent MDA-MB-231 cells also showed increased expression of markers of cell cycle arrest and autophagy, including β-galactosidase, as predicted. Senescent MDA-MB-231 cells had retarded tumor growth, with up to a near 2-fold reduction in tumor volume. Thus, the effects of CDK inhibitors are compartment-specific and are related to their metabolic effects, which results in the induction of autophagy and mitochondrial dysfunction. Finally, induction of cell cycle arrest with specific inhibitors (PD0332991) or cellular stressors [hydrogen peroxide (H₂O₂) or starvation] indicated that the onset of autophagy and senescence are inextricably linked biological processes. The compartment-specific induction of senescence (and hence autophagy) may be a new therapeutic target that could be exploited for the successful treatment of human breast cancer patients.
Received: August 2, 2012; Accepted: August 19, 2012; Published Online: August 30, 2012
The exact functional relationship between cell cycle arrest, senescence and autophagy remains unknown.
Recent studies have shown that senescence and autophagy may be part of the same metabolic program, known as the autophagy-senescence transition (AST).
However, it remains unknown if cell cycle arrest and senescence are also sufficient to drive the onset of autophagy, resulting in the senescence-autophagy transition (SAT). If this was indeed the case, then the SAT would explain why chronological aging is one of the single most important risk factors for the development of human cancers. It would establish, unequivocally, that chronological aging directly generates high-energy nutrients (onco-catabolites) to “feed” cancer cells.
Here, we used a genetic approach to test the hypothesis that cell cycle arrest and senescence were sufficient to induce an autophagic phenotype in cancer-associated fibroblasts. To test this idea, we created a panel of hTERT-immortalized fibroblast cell lines that recombinantly overexpress well-known CDK inhibitors, such as p16(INK4A), p19(ARF), smARF and p21(WAF1/CIP1). Interestingly, overexpression of CDK-inhibitor proteins was sufficient to induce autophagy and to drive the onset of mitophagy, as well as mitochondrial dysfunction. Thus, we validated the existence of the senescence-autophagy transition (SAT). Importantly, these CDK-overexpressing fibroblasts also significantly promoted tumor growth, without an increase in angiogenesis.
As such, our current results provide a new genetically tractable model for understanding the metabolic role of “host aging” in promoting tumor growth and metastasis by providing a “fertile,” local microenvironment.
Conversely, overexpression of CDK-inhibitor proteins in breast cancer cells resulted in reduced tumor growth, secondary to the induction of autophagy in tumor cells. This may provide an innovative targeted approach for new avenues of therapeutic intervention.
Finally, using a pharmacological approach relying on specific inhibitors (PD0332991) and cellular stressors (hydrogen peroxide or starvation), we show that autophagy and senescence are two closely linked biological phenomena, implying that they are part of the same coordinated metabolic program.
To experimentally assess the relationship between cell cycle arrest, senescence and autophagy, we first used a pharmacological approach to induce cell cycle arrest with the CDK4/6 chemical inhibitor, PD0332991.
Figure 1. Treatment with PD0332991, a CDK4/6-inhibitor, induces markers of senescence and autophagy. hTERT-BJ1 fibroblasts were incubated with PD0332991 (0.1, 0.5 and 1 μM) for 36 h before the cells were harvested and subjected to immunoblot analysis with specific antibody probes. Note that PD0332991 effectively inhibits the phosphorylation of RB, as predicted. In addition, PD0332991 induces the upregulation of three markers of senescence [p21(WAF1/CIP1), p16(INK4A) and β-galactosidase]. Similarly, LC3 expression (an autophagy marker) is progressively upregulated. Blotting with β-actin is shown as a control for equal protein loading.
Next, we assessed the response to a well-established cellular stress, hydrogen peroxide (H2O2; 300 μM), which is known to induce oxidative stress, senescence and autophagy. Then, we followed changes in markers of the cell cycle and autophagy, over a time course of 8 d post-treatment.
Figure 2. Acute treatment with hydrogen peroxide (H2O2) induces markers of senescence and autophagy. hTERT-BJ1 fibroblasts were treated for 1 h with H2O2 (300 μM) and then cultured for 0–8 d. Then, at each time point, the cells were harvested and subjected to immunoblot analysis. Blotting with β-actin is shown as a control for equal protein loading. (A) Markers of the cell cycle and senescence. Note that several markers of cell cycle arrest and senescence were increased at days 2 and 3 post-treatment [p53, p21(WAF1/CIP1) and β-galactosidase], while markers of cell cycle progression are decreased (phospho-RB and PCNA). (B) Markers of autophagy and mitophagy. Note that several markers of autophagy, mitophagy and lysosomes (Lamp-1, Beclin-1, BNIP3, cathepsin B and LC3) were increased, mainly at days 4–6 post-treatment.
Finally, we determined the response to another cellular stress closely associated with autophagy, i.e., amino acid starvation. A preliminary time course study indicated that autophagy peaked at 3 h and cell cycle arrest peaked at 4 h.
Figure 3. Acute starvation induces markers of autophagy and senescence. After 3 h of acute starvation with Hepes-buffered HBSS, several markers of autophagy were increased (Lamp-1, BNIP3, LC3). Similarly, after 4 h of acute starvation with HBSS, a panel of markers for cell cycle arrest [p21(WAF1/CIP1), p19(ARF), p16(INK4A), p53, β-galactosidase] were all increased. Conversely, markers of cell cycle progression were significantly decreased (phospho-RB and cyclin D1). Blotting with β-actin is shown as a control for equal protein loading.
In summary, based on this analysis, we conclude that cell cycle arrest, autophagy and senescence are three closely linked conserved biological processes, such that autophagy induces senescence and, conversely, senescence induces autophagy.
p19(ARF) and its closely related truncated isoform, smARF, are best known to function as CDK inhibitors.
Figure 4. Generating stable fibroblast cell lines which constitutively express smARF and p19(ARF). hTERT-BJ1 fibroblasts were transduced with lenti-viral vectors encoding smARF or p19(ARF) and then selected for puromycin-resistance. Control fibroblasts transduced with the empty vector (EV; Lv-105) were produced in parallel. Then, these stable cell lines were subjected to biochemical analysis. Blotting with β-actin is shown as a control for equal protein loading. (A) Treatment with the proteasome inhibitor MG-132. After overnight treatment (16 h) with MG-132 (10 μM), the cells were harvested and subjected to immunoblot analysis. Note that both smARF and p19(ARF) were stably expressed. (B) Acute treatment with H202. After acute treatment with H2O2 (300 μM), the fibroblasts were cultured for an additional 5 d to allow the onset of senescence. Note that fibroblasts transduced with smARF or p19(ARF) show the upregulation of p16(INK4A) and/or p21 (WAF1/CIP1), other CDK inhibitors. (C) As in (B), except the expression of Cav-1 was assessed. Note the 2-fold reduction in Cav-1 expression.
To validate the hypothesis that both smARF and p19(ARF) expression increase the susceptibility to autophagy, these stable fibroblast cell lines were acutely treated with H202 and cultured for an additional 5 d to allow the onset of senescence.
Figure 5. Both smARF and p19(ARF) expression increases the susceptibility of fibroblasts to the onset of autophagy. Stable fibroblast cell lines were acutely treated with H202 and cultured for an additional 5 d. Then, the expression of autophagy markers was assessed. Note that the expression of either smARF or p19(ARF) increases the levels of a panel of autophagy markers (Lamp-1, Beclin-1, BNIP3, cathepsin B, LC3 and legumain). Blotting with β-actin is shown as a control for equal protein loading.
We further validated that that both smARF- and p19(ARF)-expressing fibroblasts are more susceptible to the onset of H2O2-induced senescence, using β-galactosidase as a marker.
Figure 6. Both smARF and p19(ARF) expression increases the susceptibility of fibroblasts to the onset of senescence. Stable fibroblast cell lines were acutely treated with H202 and cultured for an additional 5 d. Then, the expression of β-galactosidase activity was assessed. Note that the expression of either smARF or p19(ARF) increases β-galactosidase activity by ~3-fold. Representative images are shown in (A), and quantitation is presented in (B).
Figure 7. p19(ARF) increases L-lactate production. Stable fibroblast cell lines were subjected to chronic hypoxia for 48 h. Then, the levels of L-lactate that accumulated in the tissue-culture media were assessed and normalized to the amount of total cellular protein. Note that p(19)ARF expression increases L-lactate accumulation by > 2-fold.
Most importantly, fibroblasts overexpressing smARF or p19(ARF) effectively promoted tumor growth (
Figure 8. Fibroblasts overexpressing smARF or p19(ARF) promote tumor growth. Stable fibroblast cell lines were co-injected with MDA-MB-231(GFP) breast cancer cells into the flanks of immunodeficient mice. Then, tumor growth was followed for a period of 30 d post-injection. (A) shows the time course of tumor growth and (B) shows the final tumor volume at sacrifice, which resulted in a near 2-fold increase in tumor growth. (C) shows the results CD31 immunostaining, indicating that angiogenesis cannot account for the observed increase in tumor growth.
To further assess the relationship between cell cycle arrest, autophagy and senescence, we next focused on the metabolic effects of two other well-known CDK inhibitors, namely p16(INK4A) and p21(WAF1/CIP1). For this purpose, we generated hTERT fibroblast cell lines overexpressing p16(INK4A) and p21(WAF1/CIP1).
Figure 9. Generating stable fibroblast cell lines, which constitutively express p16(INK4A) and p21(WAF1/CIP1). hTERT-BJ1 fibroblasts were transduced with lenti-viral vectors encoding p16(INK4A) and p21(WAF1/CIP1) and then selected for puromycin-resistance. Control fibroblasts transduced with the empty vector (EV; Lv-105) were produced in parallel. Then, these stable cell lines were subjected to biochemical analysis. Note that after 6 d of culture, the overexpression of markers of cell cycle arrest and senescence [p16(INK4A, p21(WAF1/CIP1), p53 and β-galactosidase] is observed. Blotting with β-actin is shown as a control for equal protein loading.
In further support of the notion that senescence and autophagy are part of the same metabolic program,
Figure 10. Stable fibroblast cell lines, which constitutively express p16(INK4A) and p21(WAF1/CIP1), show the onset of increased autophagy and/or cell hypertrophy. (A) Autophagy at baseline. Note that after 6 d of culture, the overexpression of markers of autophagy (Lamp-1 and BNIP3) is observed, especially in cells overexpressing p21(WAF1/CIP1). Blotting with β-actin is shown as a control for equal protein loading. (B) Autophagy after starvation. Note that after 12 h of starvation in Hepes-buffered HBSS, the overexpression of markers of autophagy (LC3-I/II) is observed, especially in cells overexpressing p21(WAF1/CIP1). Blotting with β-actin is shown as a control for equal protein loading. (C) Cell hypertrophy. Note that after 2 d of culture, cell hypertrophy is observed, especially in cells overexpressing p16(INK4A).
As strong BNIP3 overexpression was observed in p16- and p21-overexpressing fibroblasts, and BNIP3
Figure 11. Fibroblast cell lines, which constitutively express p16(INK4A) and p21(WAF1/CIP1), show significant reductions in OXPHOS complex components. Note that after 6 d of culture, dramatic reductions in OXPHOS complex components is observed, especially complex I, III and V. Reductions were also observed in complex II and IV, but to a lesser extent. Blotting with β-actin is shown as a control for equal protein loading.
We also determined the tumor-promoting activity of p16- and p21-senescent fibroblasts. These stable fibroblast cell lines were co-injected with MDA-MB-231(GFP) breast cancer cells into the flanks of immunodeficient mice. Then, tumor growth was followed for a period of 4 wk post-injection.
Figure 12. Fibroblasts overexpressing p16(INK4A) and p21(WAF1/CIP1) promote tumor growth in a paracrine fashion. Stable fibroblast cell lines were co-injected with MDA-MB-231(GFP) breast cancer cells into the flanks of immunodeficient mice. Then, tumor growth was followed for a period of 4 wk post-injection. (A) shows the final tumor volume at sacrifice, which resulted in a near 2-fold increase in tumor growth. (B) shows the results CD31 immunostaining, indicating that angiogenesis cannot account for the observed increase in tumor growth.
To examine the compartment-specific effects of senescence and autophagy on tumor growth, we also created MDA-MB-231 breast cancer cell lines overexpressing p16(INK4A) and p21(WAF1/CIP1).
Figure 13. Generating MDA-MB-231 breast cancer cell lines, which overexpress p16(INK4A) and p21(WAF1/CIP1). MDA-MB-231(GFP) cells were transduced with lenti-viral vectors encoding p16(INK4A) and p21(WAF1/CIP1), and then selected for puromycin-resistance. Control cells transduced with the empty vector (EV; Lv-105) were produced in parallel. Then, these stable cell lines were subjected to biochemical analysis. Note the overexpression of markers of cell cycle arrest and senescence [p16(INK4A, p21(WAF1/CIP1) and β-galactosidase] is observed. Blotting with β-actin is shown as a control for equal protein loading.
Morphologically, MDA-MB-231 cells overexpressing p16(INK4A) and p21(WAF1/CIP1) also appeared more hypertrophic and expressed increased β-galactosidase activity, consistent with a senescence phenotype (
Figure 14. MDA-MB-231 breast cancer cell lines, which overexpress p16(INK4A) and p21(WAF1/CIP1), show signs of senescence. (A) Cell hypertrophy. MDA-MB-231 cells, which overexpress p16(INK4A) and p21(WAF1/CIP1), morphologically appear flatter or hypertrophic. Representative phase images are shown. (B) Beta-galactosidase. MDA-MB-231 cells, which overexpress p16(INK4A) and p21(WAF1/CIP1), also appear to have increased β-galactosidase activity.
Figure 15. MDA-MB-231 breast cancer cell lines, which overexpress p16(INK4A) and p21(WAF1/CIP1), undergo autophagy, and show dramatically reduced tumor growth. (A) Autophagy status. MDA-MB-231 cells, which overexpress p16(INK4A) and p21(WAF1/CIP1), undergo increased authophagy, either at baseline (Lamp-1, BNIP3, LC3-I/II) or under conditions of starvation for 12 h with HBSS (Beclin-1 and cathepsin B). (B) Tumor growth. MDA-MB-231 cells, which overexpress p16(INK4A) and p21(WAF1/CIP1), show a near 2-fold reduction in tumor volume.
Most importantly, MDA-MB-231 cells, which overexpress p16(INK4A) and p21(WAF1/CIP1), show a near 2-fold reduction in tumor volume. Thus, senescence and autophagy in cancer cells metabolically inhibits tumor growth.
Here, we investigated the existence of the senescence-autophagy transition (SAT), using a molecular genetic approach (
Figure 16. Understanding cell cycle arrest, senescence and autophagy: The sensescence-autophagy transition (SAT). Previously, we showed that recombinant expression of autophagy-associated genes (BNIP3, cathepsin B or ATG16L1) is sufficient to induce senescence, driving the autophagy-senescence transition (AST). Here, we show that recombinant expression of CDK inhibitors (p16/p19/p21) is sufficient to induce autophagy, driving the senescence-autophagy transition (SAT). Both SAT and AST result in mitochondrial dysfunction and a metabolic shift toward glycolysis, “powering down” cells during cell cycle arrest. Thus, cell cycle arrest, autophagy and senescence are all part of the same metabolic program that occurs in response to cellular stress.
To test this hypothesis, we created a variety of hTERT-immortalized fibroblast cell lines stably overexpressing established CDK-inhibitor proteins, such as p16(INK4A), p19(ARF), smARF and p21(WAF1/CIP1). Importantly, these cell lines overexpressing CDK inhibitors were clearly more sensitive to the induction of senescence and autophagy, especially under conditions of stress, such as hydrogen peroxide exposure and/or starvation. These CDK-inhibitor overexpressing cell lines also showed evidence of mitochondrial dysfunction, such as either increased L-lactate production or reductions in mitochondrial OXPHOS complexes as well as the upregulation of mitophagy markers, such as BNIP3. Thus, it appears that senescence and autophagy are two related faces of the same metabolic aging-associated program.
Interestingly, these CDK-inhibitor-overexpressing fibroblast cell lines also significantly promoted tumor growth, by up to 2-fold, without any significant increases in neo-angiogenesis. Thus, senescent-autophagic fibroblasts have tumor growth-promoting properties. Conversely, CDK-inhibitor protein expression in breast cancer cells significantly retarded tumor growth and was associated with the induction of markers of senescence, autophagy and mitophagy in these epithelial cancer cells.
Pharmacological induction of cell cycle arrest, by using a chemical CDK4/6 inhibitor (PD0332991) or use of other relevant cellular stressors (hydrogen peroxide and starvation), all had the same net effect, resulting in the induction of molecules associated both with senescence and autophagy. Thus, we have unequivocally established that these two biological processes are tightly linked.
Several previous studies have also highlighted the tumor-promoting properties of senescent fibroblasts.
These two seemingly unrelated mechanisms may also be intimately linked, as NFκB is both a master regulator of cytokine production, and its activation is required for the induction of autophagy. Thus, activation of NFκB in cancer-associated fibroblasts could account for both the SASP and SAT. In fact, previous studies have shown that tumor cells induce the activation of NFκB in cancer-associated fibroblasts via oxidative stress, resulting in cytokine production and a shift toward autophagy and glycolytic metabolism.
Our current studies on the tumor-promoting effects of p16(INK4A) fibroblasts may also explain recent biomarker data showing that an increase in stromal p16(INK4A) levels in human DCIS lesions (a precursor to full-blown breast cancer) dramatically increases the hazard ratio for recurrence by nearly 9-fold (p < 0.0001).
Commercially available antibodies used were as follows: β-actin (Sigma-Aldrich, #A5441); Cav-1 mAb 2297 (BD Transduction Laboratories, #610406); Beclin1 (Novus Biologicals, #NBP1-00085); BNIP3 (Abcam, #ab10433); BNIP3L (Abcam, #ab8399); Beta-galactosidase (GLB1; Abcam, #ab55176); p53 (Ab-6; Calbiochem, #OP43); Cathepsin B (FL-339) (Santa Cruz, #sc-13985); Lamp-1 (E-5) (Santa Cruz, #sc-17768); LC3B (Abcam, #ab48394); legumain (Santa Cruz, #sc-67163); p21 (H-164 or F-5) (Santa Cruz, #sc-756 or #sc-6246); p19 (DCS-240) (Santa Cruz, #sc-53639); p16 (H-156) (Santa Cruz, #sc-759); cyclin D1 (Thermo Scientific, #MS-210) and OXPHOS (MitoSciences, #MS601). Lenti-viral vectors containing full-length cDNAs encoding various CDK-inhibitor genes [p16(INK4A), p19(ARF) and p21(WAF1/CIP1)] were all obtained commercially from GeneCopoeia. PD0332991 (the specific CDK4/6-inhibitor; #S1116) was obtained from Selleck Chemicals, Inc.
Immortalized human fibroblasts (hTERT-BJ1 cells) and human breast cancer cells (MDA-MB-231-GFP) were cultured in DMEM implemented with 10% fetal bovine serum (FBS) and penicillin (100 units/mL)/streptomycin (100 μg/mL) (P/S). Hank’s balanced salt solution (HBSS), supplemented with 40 mM Hepes and 1% P/S, was used to initiate cell starvation. For co-culture studies, hTERT fibroblasts and MDA-MB-231-GFP cells were plated onto glass coverslips in 12-well plates in complete media at a cellular ratio of 5:1. The next day, the media was switched to DMEM supplemented with 10% NuSerum. Cells were maintained in co-culture for 3 d.
For lenti-virus production, 293Ta cells were transfected with different plasmids, in particular, EX-neg-Lv105 (the empty vector control), EX-H0288-Lv105 (encoding p19), EX-T2276-Lv105 (encoding smARF), EX-T1759-Lv105 (encoding p16) and EX-G0313-Lv105 (encoding p21). All plasmids also contained a puromycin-resistance marker. The resulting lenti-viruses were then used to infect hTERT fibroblasts or MDA-MB-231-GFP cells to obtain stable cell lines overexpressing the target gene of interest.
Immunoblotting was performed on samples obtained through OG buffer extraction. For this purpose, cells were scraped in OG lyses buffer (10 mM Tris, pH 7.5, 150 mM NaCl, 1% Triton X-100 and 60 mM n-octyl-glucoside), supplemented with a protease-inhibitor cocktail (Roche Diagnostics) and a phosphatase-inhibitor cocktail (Sigma). The samples were rotated for 40 min, then centrifuged for 10 min at 13,000 × g at 4°C. Finally, supernatants were collected. To determine the expression of cell cycle-related proteins, the cells were scraped into RIPA buffer (50 mM Tris pH 7.5, 150 mM NaCl, 1% Nonidet P-40, 0.5% deoxycholate, 0.1% SDS, plus protease-inhibitor and phosphatase-inhibitor cocktails) and sonicated for 20 sec, then the samples were centrifuge 13,000 × g for 10 min at 4°C, and the supernatants were collected. The protein concentrations were determined using the BCA protein assay kit (Thermo scientific, #23225). Protein lysates were then separated by SDS-PAGE (using a 10-to-15% acrylamide gel) and transferred to nitrocellulose membranes. To detect expression of the protein of interest, specific primary antibodies and peroxidase-conjugated secondary antibodies were used. Bound antibodies were revealed using enhanced chemiluminescence (ECL) substrates (Thermo Scientific).
L-lactate levels were assessed according to the manufacturer’s instructions, using the EnzyChromTM L-Lactate assay kit (cat #ECLC-100, BioAssay Systems). For this purpose, cells were seeded in 12-well plates in complete media. The next day, the media was switched to DMEM containing 2% FBS. After 48 h, the media was collected, and the concentration of L-lactate was measured. Results were normalized for total cell number.
β-galactosidase activity was also detected by using a Senescence β-galactosidase staining kit (Cell Signaling, #9860). For this purpose, cells were seeded into 6-well plates in complete media. After 24 h, the media was changed to DMEM supplemented with 10% Nu-serum. After 48 h, the cells were fixed and incubated overnight at 37°C in a dry incubator without CO2 with the β-galactosidase Staining solution. Afterwards, cells were observed under the microscope.
Approximately 100,000 cells were seeded per well in 12-well plates in DMEM containing 10% FBS. The next day, the media was switched to DMEM supplemented with 10% Nu-serum. After 24 h, cells were counted and protein lysates were prepared with OG buffer. Protein quantification was performed using the BCA protein assay kit (Thermo scientific, #23225). The values obtained were expressed as a ratio between the total amount of protein per well and the total number of cells per well (protein/cell number). An increased protein/cell number ratio would be indicative of cellular hypertrophy.
To evaluate the in vivo tumor-promoting effects of CDK-inhibitor proteins, flank injections were performed on athymic NCr nude mice (NCRNU; Taconic Farms; at 6–8 wk of age). Experiments were performed according to the National Institutes of Health (NIH) guidelines, with the consensus of the Institutional Animal Care and Use Committee (IACUC) of Thomas Jefferson University. MDA-MB-231-GFP cells (alone or plus hTERT-fibroblasts) were injected into the flanks of nude mice. More specifically, MDA-MB-231-GFP cancer cells (1 million cells) plus hTERT-BJ1 fibroblasts (300,000 cells) were re-suspended in 100 μl of sterile PBS, just prior to co-injection into the flank. After 4 wk post-injection, the tumors were collected and tumor growth was quantitatively measured.
Six-μm tumor frozen sections were fixed with 4% paraformaldehyde in PBS for 10 min at 4°C and washed 3x with PBS. A three-step biotin-streptavidin-horseradish peroxidase method was used for antibody detection. After fixation, the sections were blocked with 10% rabbit serum and incubated overnight at 4°C with rat monoclonal CD31 antibody (550274, BD Biosciences). The sections were then incubated with biotinylated rabbit anti-rat IgG (Vector Labs) and streptavidin-HRP (Dako). Immunoreactivity was revealed with 3, 3′ diaminobenzidine. For quantitation of vessels, CD31-positive vessels were counted in 6–8 fields within the central area of each tumor using a 20x objective lens and an ocular grid (0.25 mm2 per field). The total numbers of vessel per unit area was calculated and the data was represented graphically.
F.S. and her laboratory were supported by grants from the Breast Cancer Alliance (BCA) and the American Cancer Society (ACS). U.E.M. was supported by a Young Investigator Award from the Margaret Q. Landenberger Research Foundation. M.P.L. was supported by grants from the NIH/NCI (R01-CA-080250; R01-CA-098779; R01-CA-120876; R01-AR-055660) and the Susan G. Komen Breast Cancer Foundation. R.G.P. was supported by grants from the NIH/NCI (R01-CA-70896, R01-CA-75503, R01-CA-86072 and R01-CA-107382) and the Dr. Ralph and Marian C. Falk Medical Research Trust. The Kimmel Cancer Center was supported by the NIH/NCI Cancer Center Core grant P30-CA-56036 (to R.G.P.). Funds were also contributed by the Margaret Q. Landenberger Research Foundation (to M.P.L. and U.E.M.O.). This project is funded, in part, under a grant with the Pennsylvania Department of Health (to M.P.L. and F.S.). The department specifically disclaims responsibility for any analyses, interpretations or conclusions. This work was also supported, in part, by a centre grant in Manchester from Breakthrough Breast Cancer in the UK (to A.H.) and an Advanced ERC Grant from the European Research Council.
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