Abstract
Background
Protein kinase C theta, (PRKCQ/PKCθ) is a serine/threonine kinase that is highly expressed in a subset of triple-negative breast cancers (TNBC) and promotes their growth, anoikis resistance, epithelial-mesenchymal transition (EMT), and invasion. Here, we show that PRKCQ regulates the sensitivity of TNBC cells to apoptosis triggered by standard-of-care chemotherapy by regulating levels of pro-apoptotic Bim.
Methods
To determine the effects of PRKCQ expression on chemotherapy-induced apoptosis, shRNA and cDNA vectors were used to modulate the PRKCQ expression in MCF-10A breast epithelial cells or triple-negative breast cancer cells (MDA-MB231Luc, HCC1806). A novel PRKCQ small-molecule inhibitor, 17k, was used to inhibit kinase activity. Viability and apoptosis of cells treated with PRKCQ cDNA/shRNA/inhibitor +/-chemotherapy were measured. Expression levels of Bcl2 family members were assessed.
Results
Enhanced expression of PRKCQ is sufficient to suppress apoptosis triggered by paclitaxel or doxorubicin treatment. Downregulation of PRKCQ also enhanced the apoptosis of chemotherapy-treated TNBC cells. Regulation of chemotherapy sensitivity by PRKCQ mechanistically occurs via regulation of levels of Bim, a pro-apoptotic Bcl2 family member; suppression of Bim prevents the enhanced apoptosis observed with combined PRKCQ downregulation and chemotherapy treatment. Regulation of Bim and chemotherapy sensitivity is significantly dependent on PRKCQ kinase activity; overexpression of a catalytically inactive PRKCQ does not suppress Bim or chemotherapy-associated apoptosis. Furthermore, PRKCQ kinase inhibitor treatment suppressed growth, increased anoikis and Bim expression, and enhanced apoptosis of chemotherapy-treated TNBC cells, phenocopying the effects of PRKCQ downregulation.
Conclusions
These studies support PRKCQ inhibition as an attractive therapeutic strategy and complement to chemotherapy to inhibit the growth and survival of TNBC cells.
Keywords: PRKCQ, Bim, Apoptosis, Triple-negative breast cancer
Background
Triple-negative breast cancer (TNBC) represents approximately 15% of all diagnosed breast cancer cases. Chemotherapy remains the main systemic treatment for these cancers, with few biologic or targeted therapy options, and sensitivity of a patient’s TNBC to chemotherapy is a strong predictor of long-term outcomes [1, 2]. Although many patients do well with standard-of-care chemotherapy, some TNBCs have incomplete responses leading to metastatic recurrences that are associated with significant morbidity and mortality. Therefore, new therapeutic strategies that suppress the growth and spread of TNBC cells could improve outcomes and quality of life for patients.
PRKCQ/PKCθ is a serine/threonine kinase that is a member of the novel PKC family (reviewed in [3, 4]). We first identified PRKCQ as a candidate regulator of anchorage-independent survival of breast cancer cells in a functional kinome screen [5]. PRKCQ is characterized by a unique protein domain structure consisting of diacylglycerol binding sites, but lacking Ca+ binding sites typical of classical PKCs. PRKCQ maps to chromosome 10p15, a region frequently mutated in T cell leukemia, lymphomas, and T cell immunodeficiencies [3].
PRKCQ is widely expressed throughout the hematopoietic system, primarily in T cells, mast cells, NK cells, and platelets, as well as in the skeletal muscle, liver, thymus, and the nervous system [3]. Much of the known isoform-specific functions of PRKCQ are in the context of immune function; mice deficient in PRKCQ expression exhibit defects in T cell activation due to impaired Ca+ 2 signaling, NFAT, and NFkB activation [6–8]. PRKCQ also regulates the survival of T cells by regulating the expression of pro- and anti-apoptotic Bcl2 family members [9]. Evidence supports a relatively specific role for PRKCQ in immune responses; it is dispensable for much of immunity against viral and bacterial pathogens [10]. In contrast, PRKCQ appears to be required for immune responses associated with autoimmune diseases and allograft rejection, perhaps due to a specific requirement for PRKCQ in the maturation of Th17 cells, a subset of CD4+ T cells [11, 12].
In contrast, the function of PRKCQ in non-hematopoietic tissues and cancers remains to be fully elucidated. PRKCQ is expressed in a subset of GIST cancers and regulates their proliferation [13]. We previously reported that PRKCQ is sufficient to drive growth factor-independent proliferation, migration, and survival of breast epithelial cells by activating Erk/MAPK activity in a kinase activity-dependent manner [14]. PRKCQ protein is not only sufficient to drive these phenotypes but is required for growth in vitro and in vivo of triple-negative breast cancer cells in which it is expressed. PRKCQ expression directly suppresses the expression of ERα in breast cancer cells and is required for c-rel-induced mammary tumorigenesis [15]. PRKCQ also stimulates breast cancer cell migration by stabilizing the expression of Fra-1 in TNBC cells [16]. Finally, PRKCQ also promotes epithelial-mesenchymal transition of breast cancer cells by direct phosphorylation and activation of LSD1, which provides another mechanism by which PRKCQ promotes growth and spread of breast cancer [17].
Here, we have identified a critical role for PRKCQ in the regulation of chemotherapy sensitivity by a novel mechanism; PRKCQ regulates basal levels of Bim, a pro-apoptotic Bcl2 family member that serves as a set point molecule for sensitivity to chemotherapy and targeted therapies. Our studies with a novel PRKCQ kinase inhibitor also highlight the importance of kinase activity in the regulation of Bim and chemotherapy sensitivity. These results support PRKCQ as an attractive therapeutic target for TNBC with clinical translation potential.
Methods
Reagents, cells, and cell culture
Cells
MDA-MB-231-luc-D3H2LN (referred to as MDA-231-luc) cells were originally obtained from PerkinElmer. Cells were cultured in MEM with Earle’s Salts supplemented with non-essential amino acids, GlutaMAX™, sodium pyruvate, penicillin/streptomycin (Life Technologies), and 10% heat-inactivated fetal bovine serum (Life Technologies) at 37 °C in 5% CO2. MCF10A cells were obtained from ATCC and cultured in 1:1 DMEM/F12 supplemented with 5% horse serum, 20 ng/mL EGF (PeproTech), 500μg/mL hydrocortisone (Sigma-Aldrich), 100 ng/mL cholera toxin (Sigma-Aldrich), 10μg/mL insulin (Sigma-Aldrich), and penicillin/streptomycin (Life Technologies). HCC1806 cells were purchased from ATCC and cultured in RPMI supplemented with 10% heat-inactivated fetal bovine serum (Life Technologies) and 1% penicillin/streptomycin (Life Technologies). MDA-MB157 cells were obtained from ATCC and cultured according to ATCC instructions.
Inhibitors and chemotherapy agents
Paclitaxel from Taxus yannanensis and doxorubicin hydrochloride were purchased from Sigma. Z-VAD-FMK was purchased from APExBIO. 17k was obtained from Abbvie, and its structure is described in [18].
Antibodies
Antibodies directed against the following proteins were obtained from the indicated suppliers: AbCam—rabbit monoclonal protein kinase C (PKC-θ) [EPR1487(2)]; BD Biosciences—Vimentin (RV202); Invitrogen—phospho-PKCθ (Thr538) antibody (F4H4L1), ABfinity™; Cell Signaling Technologies—PKCδ (D10E2), PKCα, PKD/PKCμ (D4J1N) phospho-PKCθ (T538), BIM (C34C5), Vimentin (D21H3) XP, MCL-1 (D35A5), BCL-2 (124), cleaved PARP (Asp214), Survivin (71G4B7), BCL-XL (54H6), β-tubulin (9F3), integrin β5; Santa Cruz biotechnology—GAPDH (G9) mouse monoclonal secondary antibodies conjugated with HRP and directed against either rabbit or mouse were purchased from Cell Signaling.
Western blot analysis
Cells were lysed in NP40 lysis buffer (Invitrogen™) containing 1% Halt Protease Inhibitor Cocktail (Thermo Scientific) and 10% PhosSTOP (Sigma-Aldrich). Lysates were cleared and stored at − 80 °C. Protein was quantified using the Pierce™ BCA Protein Assay Kit (Thermo Scientific™). Samples were prepared using Laemmlli buffer (SDS—Sample Buffer, Reducing, 4x; Boston Bioproducts). At least 15 μg of protein per sample was resolved on NuPAGE™ Bis-Tris 4–12% gels (Invitrogen) in NuPage™ MOPS SDS Running Buffer (Invitrogen™). Protein was transferred to the PVDF membrane and blocked in either 3–5% bovine serum albumin (BSA), protease-free (Roche), or non-fat dry milk (NFDM; Cell Signaling). Blots were developed using Pierce ECL Western Blotting Substrate (Thermo Scientific™), Immobilon Crescendo Western HRP substrate (EMD Millipore), or Immobilon Forte Western HRP substrate (EMD Millipore).
Constructs, viral production, and stable cell line generation
Constructs encoding short hairpin RNA sequences targeting PRKCQ (TRCN0000001791, TRCN0000199654, and TRCN0000197216 referred to as 91, 54, and 16, respectively) were purchased from Open Biosystems/Thermo Scientific. Bim shRNAs (TRCN0000001054 (54) and TRCN0000356026 (26)) were purchased from Sigma Aldrich (St. Louis, MO, USA). Viral packaging 293T cells were transfected according to standard protocols to produce lentiviral particles. Viral supernatant was collected 24, 48, 72, and 96 h post-transfection and pooled. HCC1806 and MDA-231-luc cells were infected in the presence of 2μg/mL polybrene (Sigma -Aldrich). Cells were exposed to viral supernatant overnight before changing to complete media. PRKCQ mutants (A148E and K409R) were generated as previously described [14, 19].
siRNA reagents and transfection
Reagents
Invitrogen™: Oligofectamine™ transfection reagent; Horizon Discovery: siGENOME Human BCL2L11 (Bim), SmartPool; siGENOME Non-Targeting siRNA #5. Cells were transfected according to the manufacturer’s protocol for Oligofectamine™ transfection reagent in a 6-well culture plate. Briefly, siRNAs directed against Bim or a non-targeted control were diluted in serum-free medium. In separate tubes, Oligofectamine™, 3 μL/sample, was diluted in serum-free medium. The siRNA-containing medium and the Oligofectamine™-containing medium were mixed and incubated at room temperature for 15 min for complexes to form. Following incubation, 200 μL of the siRNA/Oligofectamine™ mixture was carefully pipetted into each well of cells, already containing 800 μL of serum-free medium. This resulted in a final siRNA concentration of 50 nM. Cells were incubated for 3–4 h before the addition of complete cell culture medium containing 30% serum.
Anoikis and cell death assays
Anoikis (anchorage-independent viability) assay was performed by culturing cells in suspension on polyhema-coated (Sigma-Aldrich) plates, harvested after 24 or 48 h, and cell death assessed using the Cell Death ELISA Kit (Roche) according to the manufacturer’s instructions.
Cell viability/ apoptosis assays
Cell viability was assessed using either alamarBlue™ (Invitrogen™), CellTiter-Glo® Luminescence Cell Viability Assay (Promega), or CellTiter-Glo® 3D Luminescence Cell Viability Assay (Promega), according to the manufacturer’s protocols. Caspase activation was measured using the Caspase Glo® 3/7 Assay System (Promega).
3D culture
Three-dimensional (3D) Matrigel™ (BD Biosciences) cultures were performed as described previously [20].
Matrigel Transwell invasion assays
Twenty-four-well inserts with 8-μm pores and pre-coated with Matrigel were purchased from Corning. MDA-MB231Luc cells were plated in triplicate (1 × 104 cells/well) in serum-free media with DMSO or 1 μM 17k (inner chamber). Media containing serum was placed in the outer chamber. Cells were allowed to invade for 12 h. Inserts were fixed, washed, and stained with crystal violet. Invaded cells/Transwell were counted.
Quantitative PCR
RNA was isolated using Qiagen RNEasy. Synthesis of cDNA was carried out using the TaqMan™ Reverse Transcription Reagents Kit (Invitrogen™). Assays for BIM (Hs00708019_s1, Invitrogen™), GAPDH (Hs02758991_g1, Invitrogen™), and β-2 microglobulin (Hs00984230_m1, Invitrogen™) were performed according to the manufacturer’s instructions. Alternatively, qRT-PCR was performed using the following primers as previously described [21]: BIM-EL, forward 5′-GTG GGT ATT TCT CTT TTG ACA CAG AC-3′; BIM-L, forward, 5′-TAC AGA CAG AGC CAC AAG ACA G-3′; and common reverse primer, 5′-GTT CAG CCT GCC TCA TGG AAG-3′; and RPS17 Quantitect primers (QIAGEN). In this case, 2x-All-in-One™ qPCR mix (Genecopoeia) was used according to the manufacturer’s instructions. All qPCR was performed using a Biorad CFx96 thermal cycler.
Cell cycle analysis/flow cytometry
Annexin V staining
Cells were plated at a density of 1 × 105 cells per well in a 6-well plate. Twenty-four hours later, cells were treated with DMSO or paclitaxel (Sigma) at final concentrations of 25 nM and 100 nM. Cells were incubated for 15 h, harvested with 0.05% Trypsin/EDTA (Life Technologies), and washed 1 time with 1× PBS. Samples were brought up in 250 μL of 1× staining buffer containing 5 μL of FITC and 5 μL of PI (FITC/Annexin V Apoptosis Detection Kit I BD Biosciences). Samples were protected from the light and incubated at room temperature for 15 min. An additional 250 μL of 1× staining buffer was added to each sample prior to filtering the sample through 35-μM filter capped tubes (Corning™ Falcon™). Annexin-positive cells were assessed using BD Fortessa and analyzed using the FACS DIVA or FCS express 6 software.
Statistical calculations
Significance was calculated using standard Student’s t test unless indicated otherwise in the figure legends.
Results
Kinase-active PRKCQ suppresses chemotherapy-induced apoptosis
Enhanced PRKCQ expression is sufficient to promote growth factor-independent growth, anoikis resistance, and migration of breast epithelial cells (MCF-10A) (Byerly et al. [14]). PRKCQ overexpression is also sufficient to enhance the viability of these cells in the presence of chemotherapeutic agents commonly used in the treatment of patient triple-negative breast cancers, such as doxorubicin and paclitaxel (Fig. 1a, b). The increased viability is due to the suppression of chemotherapy-induced apoptosis, as assessed by decreased levels of caspase activity (as detected by Caspase Glo® 3/7 Assay) (Fig. 1c, d) and decreased levels of cleaved PARP (Fig. 1e, f). The suppression of chemotherapy-induced apoptosis by PRKCQ is dependent on the catalytic activity of PRKCQ, as overexpression of kinase-inactive PRKCQ failed to suppress apoptosis in paclitaxel or doxorubicin-treated cells (Fig. 1c–f).
PRKCQ downregulation enhances chemotherapy-induced apoptosis of TNBC cells
As PRKCQ is sufficient to promote resistance to chemotherapy treatment, we sought to determine whether PRKCQ inhibition enhances the sensitivity of TNBC cells to chemotherapy treatment. Downregulation of PRKCQ expression using two independent shRNA vectors increased basal and paclitaxel-associated apoptosis of MDA-MB231Luc and HCC1806 cells, with increased detection of cleaved PARP and increased levels of Annexin V+ cells (Fig. 2a–d). These results support benefits for combined PRKCQ inhibition and chemotherapy in suppressing TNBC viability.
PRKCQ regulates chemotherapy sensitivity by modulating Bim expression
Given our findings that PRKCQ levels impact the sensitivity of TNBC cells to the apoptotic effects of paclitaxel chemotherapy, we sought to determine the mechanism responsible for this regulation. The balance between pro- and anti-apoptotic Bcl2 family members often determines whether apoptosis is triggered by chemotherapy or targeted therapies [22]. For example, lower basal expression levels of Bim, a pro-apoptotic member of the Bcl2 family, have been associated with relative resistance to chemotherapy and targeted therapies for several tumor types [23–25].
We evaluated the effect of PRKCQ overexpression or downregulation on the basal expression of pro- and anti-apoptotic Bcl2 proteins. Overexpression of a catalytically active but not kinase-dead PRKCQ suppressed basal expression of pro-apoptotic Bim without significantly altering the expression of other Bcl2 proteins like Mcl1 and Bcl2 (Fig. 3a). This suppression of Bim protein is at least partially due to the suppression of Bim transcript levels (Fig. 3b). Downregulation of PRKCQ in MDA-MB231-Luc and HCC1806 TNBC cells increased basal expression of Bim protein and transcript levels (Fig. 3c–f).
To determine whether modulation of Bim expression is sufficient to impact chemotherapy sensitivity, we evaluated apoptosis in cells expressing control or two different Bim shRNA vectors. Bim downregulation in immortalized, non-transformed MCF-10A cells was sufficient to suppress apoptosis of paclitaxel-treated cells, with decreased levels of cleaved PARP and Annexin V+ cells (Fig. 4a, b).
The increase in Bim caused by PRKCQ downregulation is also required for the synergism between PRKCQ shRNA and paclitaxel chemotherapy in inducing apoptosis. Co-expression of Bim shRNA suppressed apoptosis of paclitaxel-treated, PRKCQ shRNA-expressing TNBC cells, as determined by levels of cleaved PARP and caspase activity (Fig. 4c, d). These data support Bim regulation in PRKCQ-dependent regulation of sensitivity to paclitaxel treatment.
A novel PRKCQ small-molecule kinase inhibitor suppresses viability and enhances chemosensitivity of TNBC cells
A novel small-molecule kinase inhibitor of PRKCQ, 17k, was obtained and assessed for its ability to inhibit PRKCQ kinase activity in TNBC cells. 17k is a highly selective inhibitor of PRKCQ, as described in [18], with potent in vitro activity. To determine the effect of 17k inhibitor treatment on endogenous PRKCQ kinase activity in TNBC, we assessed the levels of phosphorylation of Threonine 538 (T538). This is an established autophosphorylation site and is critical for the full activity of PRKCQ [26]. 17k treatment of TNBC cells (MDA-MB231 Luc, HCC 1806) inhibited Thr538 phosphorylation dose-dependently within 4 h of treatment initiation (Fig. 5a). Over longer time periods, 17k treatment also decreased total PRKCQ levels, although levels of other PKC isoforms were not affected (Supplement Figure 1).
After establishing that 17k treatment inhibited endogenous PRKCQ activity in TNBC cells, we determined the effects of inhibitor treatment on oncogenic properties promoted by PRKCQ. 17k treatment inhibited growth and invasive branching of MDA-MB231 cells in 3D Matrigel cultures, suppressed invasion in Matrigel™ Transwell invasion assays, increased anoikis, and induced expression of pro-apoptotic Bim, thus largely phenocopying effects of PRKCQ shRNA (Fig. 5b–e). 17k treatment also suppressed the expression of mesenchymal markers like Vimentin and β5 integrin, suggesting a partial EMT reversal (Supplemental Figure 2). 17k treatment did not suppress the growth of TNBC cells that do not express PRKCQ, supporting the specificity of 17k’s effects (Supplemental Figure 3).
Combined 17k and paclitaxel treatment also suppressed the viability of TNBC cells in 3D culture (as assessed by 3D CellTiter-Glo®) and increased apoptosis (as assessed by levels of Annexin V+ cells) to a greater extent than treatment with either 17k or paclitaxel alone (Fig. 5f, g). These results collectively support the synergistic effects of PRKCQ kinase activity inhibition and chemotherapy in suppressing growth and viability of TNBC cells, and the potential of PRKCQ kinase inhibitors to complement chemotherapy in the treatment of TNBC.
Discussion
The lack of systemic therapy options for triple-negative breast cancer highlights the need for novel therapeutic strategies. Chemotherapy sensitivity is a consistently strong predictor of outcomes for patients diagnosed with TNBC [1, 2]. However, there is heterogeneity in sensitivity to chemotherapy among TNBC, and it is critical to identify targetable drivers of chemotherapy resistance. PRKCQ is a novel PKC family member, preferentially expressed in the TNBC subtype and drives growth factor-independent growth, anoikis resistance, migration, and EMT, all properties associated with tumorigenesis and metastatic spread of cancer cells [14, 16, 17, 27]. EMT specifically is associated with chemotherapy resistance via multiple mechanisms in several tumor types (reviewed in [28]). Expression of LSD1, a downstream substrate of PRKCQ and driver of EMT, was reported to be enriched among chemotherapy-resistant triple-negative xenograft tumors and patient circulating tumor cells [17]. LSD1, a histone demethylase, is activated during EMT and in turn activates multiple EMT programs to promote chemotherapy resistance. Here, we have identified a novel mechanism by which PRKCQ critically regulates the apoptotic response to chemotherapy treatment, specifically by regulating levels of pro-apoptotic Bim. Our data further support the promising potential of PRKCQ inhibition as a therapeutic strategy to suppress TNBC tumor growth and survival in combination with standard-of-care chemotherapy.
Expression levels and activation of Bcl2 family members critically determine the sensitivity of cancer cells to chemotherapy and targeted therapies (reviewed in [22]). Several PKC isoforms have been shown to promote resistance to chemotherapy by upregulating expression of anti-apoptotic Bcl2 or XIAP. However, our results are the first to show suppression of pro-apoptotic Bim as a mechanism for chemotherapy resistance downstream of PRKCQ, the only PKC isoform preferentially expressed in TNBC [14]. Expression of Bim is required for apoptosis induction by cytotoxic agents, as well as targeted therapies like imatinib, dasatinib, and erlotinib [23]. Bim promotes apoptosis by activating Bax/Bak, and it is regulated by both transcriptional and post-translational mechanisms. Our results support PRKCQ-dependent regulation of Bim is at least partially due to the regulation of its transcript levels.
Small-molecule PRKCQ inhibitors could be a promising therapeutic approach given the kinase dependency of PRKCQ’s oncogenic activities and promotion of chemotherapy resistance. Kinase activity dependency is supported by (1) the failure of catalytically inactive PRKCQ to promote chemotherapy resistance or suppress Bim, and (2) the ability of PRKCQ kinase inhibitor to significantly phenocopy the effects of PRKCQ shRNA with respect to growth inhibition and apoptosis induction. However, kinase-independent functions of PRKCQ are still possible, given the more significant increase in apoptosis observed with TNBC cells co-treated with chemotherapy and PRKCQ shRNA compared to PRKCQ kinase inhibitor.
Several PRKCQ kinase inhibitors, including the one used in our studies, have been developed mostly for the purposes of immunomodulation in the setting of autoimmune diseases or transplant rejection [29]. Our results support an oncogenic role for PRKCQ and support targeting this novel PKC isoform in TNBC. Concerns about the immunological consequences of targeting PRKCQ in non-autoimmune settings may be alleviated by the findings from studies of PRKCQ-null mice that suggest that PRKCQ is largely dispensable for anti-microbial and anti-viral immunity [10]. Moreover, the consequences of PRKCQ inhibition on the tumor immune microenvironment may be favorable, as suggested by the results with an inhibitor of LSD1, a downstream target of PRKCQ [17]; LSD1 inhibition enhanced recruitment of M1 type macrophages that could favorably contribute to anti-tumor immunity.
While the in vitro kinase profiling of the PRKCQ kinase inhibitor used in this study supports its specificity, there were some toxicities observed with related inhibitors in the context of in vivo studies of autoimmunity and inflammation that were not observed in the PRKCQ-null mice [18]. Whether these represent toxicities specific to the models used (non-tumor bearing) or generalizable off-target effects at the indicated doses remains to be determined.
Although the detection of loss-of-function mutations in specific PKC isoforms has raised the possibility that some PKC family members may have tumor-suppressive functions (reviewed in [30]), it is likely that specific isoforms have pro- or anti-tumorigenic roles depending on the tumor tissue of origin and relative expression levels of these isoforms. The growing body of studies demonstrating oncogenic functions of PRKCQ support further genetic and functional analysis of this isoform in the context of TNBC to identify optimal strategies for clinical translation.
Conclusions
The PRKCQ expression regulates the sensitivity of TNBC cells to the apoptotic effects of chemotherapy treatment by regulating the expression of Bim, a pro-apoptotic Bcl2 molecule. Regulation of Bim and apoptosis in chemotherapy-treated cells is dependent on PRKCQ kinase activity, raising the possibility that PRKCQ kinase inhibitors can be used to complement standard chemotherapy to inhibit TNBC.
Supplementary information
Acknowledgements
Not applicable
Abbreviations
- PRKCQ/PKCθ
Protein kinase C theta
- EMT
Epithelial-mesenchymal transition
- TNBC
Triple-negative breast cancer
Authors’ contributions
JHB, ERP, and HYI generated the concept, designed the experiments, and wrote and edited the manuscript. All authors read and approved the final manuscript.
Funding
The work was supported by a grant from the Breast Cancer Research Foundation (BCRF19-130).
Availability of data and materials
All data generated or analyzed during this study are included in this published article and its supplementary information files.
Ethics approval and consent to participate
Not applicable
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Jessica H. Byerly, Email: Jessica.Byerly@mssm.edu
Elisa R. Port, Email: Elisa.Port@mountsinai.org
Hanna Y. Irie, Email: Hanna.Irie@mssm.edu
Supplementary information
Supplementary information accompanies this paper at 10.1186/s13058-020-01302-w.
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Data Availability Statement
All data generated or analyzed during this study are included in this published article and its supplementary information files.