Abstract
Triple-negative breast cancer (TNBC) is a highly metastatic and deadly disease. TNBC tumors lack estrogen receptor (ERα), progesterone receptor (PR), and HER2 (ErbB2) and exhibit increased glutamine metabolism, a requirement for tumor growth. The G protein-coupled kisspeptin receptor (KISS1R) is highly expressed in patient TNBC tumors and promotes malignant transformation of breast epithelial cells. This study found that TNBC patients displayed elevated plasma kisspeptin levels compared with healthy subjects. It also provides the first evidence that in addition to promoting tumor growth and metastasis in vivo, KISS1R-induced glutamine dependence of tumors. In addition, tracer-based metabolomics analyses revealed that KISS1R promoted glutaminolysis and nucleotide biosynthesis by increasing c-Myc and glutaminase levels, key regulators of glutamine metabolism. Overall, this study establishes KISS1R as a novel regulator of TNBC metabolism and metastasis, suggesting that targeting KISS1R could have therapeutic potential in the treatment of TNBC.
Subject terms: Breast cancer, Cancer metabolism, Metastasis
Introduction
Triple-negative breast cancer (TNBC) is a particularly deadly subtype of breast cancer. TNBC patient survival is limited by extensive metastasis and the frequent development of tumor resistance to available chemotherapy1. These patients fail to respond to endocrine or anti-HER2 therapy and lack targeted therapies1. Clearly, in order to identify clinically relevant biomarkers and develop targeted therapies, there is a vital need to better understand molecular pathways that are distinctly activated in TNBC.
Metabolic reprogramming is a hallmark of cellular transformation; this enables cancer cells to maintain high proliferation rates despite fluctuations in nutrient availability2. In highly proliferative cells, glutamine can provide energy via the tricarboxylic acid (TCA) cycle, as well as nitrogen for nucleotide biosynthesis. Glutamine is converted to glutamate by glutaminase, the rate-limiting enzyme in glutaminolysis3. Aggressive basal-like tumors such as TNBC are dependent on exogenous glutamine for survival and growth4 and high glutamate levels have been found in human TNBC tumors5–7.
G protein-coupled receptors (GPCRs), targets for over a third of all marketed pharmaceuticals, regulate tumorigenesis8, but little is known about their roles in regulating tumor metabolism. The GPCR, kisspeptin 1 receptor (KISS1R previously known as GPR54) binds kisspeptins (KPs), a family of secreted, biologically active peptides found in the blood9,10. KPs (10, 13, 14, or 54 amino acids) are derived from a 145 amino acid peptide, KISS1 (encoded by the KISS1 gene) that is cleaved rapidly in the serum by matrix metalloproteinases (MMPs) MT1-MMP, MMP-9, and furin11,12. All KPs have similar affinity for KISS1R; however, KP-10 is the agonist of choice for most studies13–15. KISS1 is commonly classified as a metastasis suppressor gene and exerts antitumorigenic roles in many cancers10,16,17. However, when breast cells lose ERα, KISS1R signaling promotes epithelial-to-mesenchymal-transition (EMT) and stimulates tumor invasion by inducing invadopodia formation via MT1-MMP and the mitogen-activated protein kinase (MAPK) pathway18,19. KISS1R activation also induces TNBC invasion by activating the epidermal growth factor receptor, via MMP-9, but fails to activate HER216–20.
Mechanistically, we and others have shown that ERα negatively regulates KISS121 and KISS1R levels, as well as KISS1R-induced invasion17–20. Therefore, in ERα-negative cancers such as TNBC, this may partly account for the switching of KISS1R from metastasis suppressor to promoter. This dualistic nature of signaling molecules where they exhibit pro- and antitumor roles is not unique to KISS1/KISS1R. For example, c-Myc22, AMP-activated protein kinase23, and transforming growth factor β24 are among the many reported to play dual roles, highlighting the importance of studying cancer in context.
Recently, we reported that KISS1/KISS1R expression are upregulated in TNBC patient tumor biopsies compared with healthy breast tissue and that KISS1R signaling induces a drug-resistant phenotype in TNBC25. Human TNBC cells express high levels of both KISS1 and KISS1R compared with normal mammary epithelial cells and secrete KP-1020,25. However, it is not known whether plasma levels of KPs change in TNBC and whether KISS1R regulates metastasis or tumor metabolism.
This study reveals that KISS1R signaling plays a central and multifunctional role in ERα-negative breast cancer, by supporting tumor growth and metastasis. It also uncovers that KISS1R signaling metabolically reprograms cancer cells to depend on glutamine for tumorigenesis. Specifically, KISS1R regulates the expression of the transcription factor c-Myc and glutaminase that are necessary for glutamine catabolism and therefore drives processes such as nucleotide synthesis required for tumor growth.
Methods
Blood collection and plasma kisspeptin measurements
The study was approved by the Office of Human Research Ethics, Western University and all female participants provided informed consent. Blood (5 mL) was collected in BD Vacutainer K2 EDTA tubes (VWR International) from the following groups: healthy subjects (n = 26), nonmetastatic “early” TNBC patients (n = 26), metastatic TNBC patients (n = 27) presenting to Dr. M Brackstone’s Breast Care Clinic at St. Joseph’s Health Care London or at the London Regional Cancer Program (see Table 1 for patient demographics). Blood was centrifuged at 3000 rpm for 10 min and the plasma was collected and frozen immediately in liquid nitrogen. Samples were stored at −80 °C and subsequently thawed to quantify plasma KP using a sensitive in-house radioimmunoassay, in the Dhillo laboratory as described26. Statistical analysis of clinical samples was conducted by a biostatistician (Statistical Services, Western University) using a nonparametric Kruskal–Wallis test.
Table 1.
Characteristics | Number (range) | KP (pmol/L) (mean ± SEM) |
---|---|---|
Normal subjects age (years) (n = 26) | Mean 34 (20–52) | 39.1 ± 2.3 |
Early disease (nonmetastatic) TNBC age (years) (n = 25) | Mean 54.8 (27–79) | 78 ± 6.9 |
Tumor size (mm) | Mean 25.3 (4–55) | |
Blood collection | ||
Before any treatment | 18 | 77.83 ± 5.5 |
Before any surgery | 21 | 82.55 ± 6.1 |
During/after chemotherapy | 3 | 96.6 ± 7.1 |
After tumor removing surgery | 4 | 68.3 ± 6.7 |
After radiation therapy | 0 | |
Tumor size | ||
T1 | 13 | |
T2 | 7 | |
T3 | 1 | |
T4 | 4 | |
Node status | ||
N0 | 16 | |
N1 | 5 | |
N2 | 2 | |
N3 | 1 | |
Nx | 1 | |
Metastatic disease TNBC age (years) (n = 27) | Mean 62.1 (40–85) | 64.9 ± 6.8 |
No surgery (primary tumor present) | 8 | 66.0 ± 5.5 |
Surgery (tumor removed) | 19 | 64.4 ± 6.1 |
No chemotherapy | 12 | 77.8 ± 5.4 |
Chemotherapy | 13 | 62.1 ± 7.1 |
Radiation therapy | 12 | 73.9 ± 6.6 |
Site of metastasis | ||
Brain | 5 | |
Lung/pleura | 12 | |
Bone | 7 | |
Lymph nodes/lymphatics | 10 |
Immunohistochemistry
Paraffin-embedded mammary tissue from nondiseased and breast cancer patients (TNBC) were obtained from London Health Science Center University Hospital, London, Ontario, Canada following approval by the University of Western Ontario Research Ethics Board. Immunohistochemical analysis of human breast tissue was done as previously described27. In short, following deparaffinization and heat induced antigen retrieval, slides were incubated with the following antibodies: rabbit monoclonal antikeratin 5 CST 71536 (1:1000) and mouse monoclonal antikeratin 8/18 CST 4546 (1:100) from Cell Signaling Technology; rabbit monoclonal anti-c-Myc (1:500) ab32072 and rabbit monoclonal anti-glutaminase ab156876 (1:100) from Abcam.
Cell culture
Human cell lines were purchased from ATCC and maintained at 37 °C with 5% CO2. ERα-negative human breast cancer SKBR3 cells and TNBC MDA-MB-231 were cultured in RPMI 1640 supplemented with 10% (v/v) fetal bovine serum (FBS). Stable knockdown of KISS1R in MDA-MB-231 cells has been previously described19. Expression of shRNA did not affect cell viability19. SKBR3 cell lines stably expressing KISS1R (SKBR3FLAG-KISS1R) and pFLAG vector controls were generated, as described18 and were grown in media containing G418 (1 μg/mL). KISS1R expression was verified weekly by western blot. All stable cells lines represent polyclonal (mixed) cell populations.
c-MYC depletion by siRNA
Cells were transfected with siMYC or control siRNA (Silencer™ Select Pre-Designed siRNA, Thermo) according to manufacturer instructions. c-Myc expression was determined by RT-qPCR and western blot analysis 48 h and 72 h post transfection.
Immunoblot assays
Immunoblot assays were conducted as previously described18,20. For human breast tissue and patient TNBC tumor protein analysis, immunoblots were conducted using TNBC biopsies obtained from Dr. Brackstone’s London Tumor Biobank, in accordance with the Health Sciences Research Ethics Board at the University of Western Ontario, London, Ontario, Canada. Core tumor tissues (10 mm × 1 mm) were collected by guided needle biopsy and immediately frozen in liquid nitrogen and the diagnosis was confirmed by the pathologist. Normal breast tissue (noncancerous) was also obtained from the London Tumor Biobank. The cores were homogenized in RIPA lysis buffer containing proteases inhibitors and centrifuged at 4 °C and protein expression in 100 μg lysates was analyzed by western blot analysis. The relative expression of each protein to GADPH was also normalized to their expression in MDA-MB-231 cell lysates (20 μg) that served as an internal control in all studies.
For cultured cells, cell lysates were prepared following incubation in RIPA buffer for 20 min at 4 °C. Protein (50 μg) was separated using SDS-PAGE and probed using the following antibodies: Abcam (rabbit anti-KISS1R (ab137483), rabbit anti-NAGS (ab65536), both 1:1000), Cell Signaling Technology (rabbit anti-c-Myc (CST #13987), mouse antikeratin 8/18 CST 4546, all 1:1000), rabbit anti-glutaminase (1:500, Invitrogen 710997), rabbit anti-glutamine synthetase (1:5000, Sigma-Aldrich G2781), rabbit anti-Erk (1:1000), and manti-Phospho-Erk (1:2000) from New England Biolabs. Mouse anti-GAPDH (1:4000, GeneTex GTX627408), anti-β actin (1:5000, Thermo Fisher Scientific APPA6889) or anti-vinculin (1:1000, Bio-Rad MCA465GA) were used for loading control. Protein was then incubated for 1 h in horseradish peroxidase (HRP)-conjugated rabbit (1:2500, Cell Signaling Technology, CST7074S) or mouse (1:2500, GE Healthcare, NA931) secondary antibody. For ERK activation assays, cells were serum starved for 3 h prior to 24 h treatment with 10 μM of U0126 (active MEK1 and MEK2 inhibitor) or U0124 (inactive U0126 analog serving as negative control). Expression levels were imaged by chemiluminescence with SuperSignal West Dura Extended Duration Substrate (Thermo Scientific) and ChemiDoc Touch imaging system (Bio-Rad) and subsequently quantified using Image Lab Software (Bio-Rad).
Xenograft assays
Animal studies were performed in accordance with the Institutional Animal Care and Use Committee (IACUC) guidelines of Rutgers University and under a protocol approved by the Western University Animal Care Committee with the recommendations of the Canadian Council on Animal Care. Six-week-old female NOD/SCIDIL2Rγ null (immunocompromised) mice were utilized for all assays and experiments were conducted as previously described27. Sample size for xenografts was estimated based on law of diminishing return by statistician. Mice were randomly assigned to control or experimental group, for each xenograft study (spontaneous metastasis assay or experimental metastasis assay) and the investigator was blinded to group allocation or when experimental outcome was assessed. For spontaneous metastasis assay, human metastatic TNBC MDA-MB-231 cells stably expressing scrambled control or two individual KISS1R-specific shRNA19 were resuspended in growth factor-reduced Matrigel (1:1) (1 × 106 cells/mouse) and injected into the right mammary fat pad of mice. Subsequent tumor growth was measured by caliper biweekly. At 5 weeks post injection, mice were sacrificed, and primary tumor and lung tissues were harvested, fixed in 4% paraformaldehyde and embedded in paraffin. For orthotopic and experimental metastasis assays, we used a gain-of-function model using ERα-negative human SKBR3 breast cancer cells stably expressing FLAG-KISS1R or pFLAG control cell lines generated as described18. Cells were injected into the tail vein or mammary fat pads of 6-week-old immunocompromised mice for experimental metastasis or orthotopic xenograft models, respectively. Mice were sacrificed at 3 weeks for lung colonization and 6–8 weeks to assess primary tumor growth. Lungs and primary tumors were harvested, fixed in 4% paraformaldehyde, and processed for histology as described previously27. Sections were stained as previously described27 using antihuman Ki67 (1:100 dilution, Thermo Fisher Scientific), antihuman cytochrome C oxidase subunit II (1:100, Abcam) or rabbit anti-glutaminase (1:500, Thermo Fisher). Lung metastatic tumor burden and the number of metastases were quantified in antihuman cytochrome C oxidase and hematoxylin and eosin stained lung sections using Aperio ImageScope software; slides were reviewed by the pathologist (Dr. A. Tuck, London Health Sciences Center).
Quantitative real-time PCR (qPCR)
Total RNA was extracted from cells using the RNeasy Mini Kit (Qiagen) and reverse-transcription was carried out according to manufacturer’s instructions using iScript RT Supermix (Bio-Rad). Gene expression was determined using SYBR green real-time qPCR (RT-qPCR) as previously described25. The steady-state mRNA levels of each gene of interest was determined by amplification of cDNA using specific primers and the results were normalized to β-actin. Specific primers to determine the mRNA levels of each gene include: GLS (glutaminase) forward primer (F): AGCTTGTGTGGTCTTCCATGAT and reverse primer (R): TCATGAAGCTAGGGTGAGAGAGA; GLUL (F): GGACAATGCCCGACGTCTAA and (R): AGAAGACACGTGCGGATGAG; CPSII (F): AGACGCCTATGGCAACTGTG and (R): GTCTGCCTCAGGAGCTGATAC. MYC, SCL1A5 and GLUD primers were purchased from Bio-Rad (validated PCRPrime primers).
Cell growth assays
For glutamine deprivation assay, SKBR3FLAG-KISS1R cells and controls were seeded in 6 cm dishes (400,000 cells each) in glutamine-free RPMI media with dialyzed FBS. Cells were treated with 0.02 mM glutamine, 0.2 mM glutamine, or 2 mM glutamine (Gibco) over 72 h; media was changed every 24 h and cells trypsinized and counted using a hemocytometer at 24 h intervals. For BPTES or CB-839 (Sigma Aldrich) treatment, SKBR3FLAG-KISS1R cells (400,000 cells) were plated in 6 cm dishes. On the following day, these cells were treated with different concentrations of BPTES or CB-839 and cell number counted at 24 h intervals. To determine the effect of c-Myc knockdown on cell growth, SKBR3FLAG-KISS1R cells expressing c-Myc siRNA were cultured in media without glutamine. Media was changed daily and each day cells were counted for each experimental condition.
Scratch assays
These assays were conducted as described25,27. SKBR3FLAG-KISS1R cells expressing siMYC shRNA or scrambled controls were plated in duplicate wells, grown to confluence in a 12-well plate, and scratched with a sterile pipette tip. Cells in FBS supplemented media were allowed to migrate into the scratch for 18 h, as previously shown25. Images were taken using a microscope (EVOSTM FL Imaging System). For each image (per time point), the width of the scratch (μm) was measured at sevenpoints along the scratch. The distance migrated was calculated by subtracting the width of the scratch at each time point from the width of the scratch at time zero. The distances migrated into the scratch at each of the sevenpoints/image was averaged to determine the distance migrated for each well. Cell migration was expressed as fold over scrambled control. Cells were counted with trypan blue to determine cell viability.
Metabolomic analysis by liquid chromatography–mass spectrometry (LC–MS)
Metabolites from serum (10 μL samples) were extracted using 40 μL of ice-cold methanol, incubated for 20 min at −20 °C and then centrifuged for 10 min at 16,000 × g and 4 °C. The supernatant was subsequently transferred to clean tubes; pellets were extracted again with 200 μL of 40:40:20 methanol:acetonitrile:H2O and sat on ice for 10 min prior to centrifugation for 10 min at 16,000 g and 4 °C. Combined supernatants from the first and second extractions (~240 μL total) were further processed with Phospholipid Removal 1 mL tube (Phenomenex) according to the manufacturer’s instructions. Final extracts were stored at −80 °C until analysis using LC–MS.
For metabolite extraction from tumors, 25 mg samples were pulverized using a Cryomill (Retsch) in liquid nitrogen for 2 min at 25 Hz. Five hundred microliters of 40:40:20 methanol: acetonitrile: H2O with 0.5% formic acid solution at −20 °C was added to the ground samples before vortexing and centrifuging for 10 min at 16,000 × g and 4 °C. Supernatant was subsequently transferred to clean tubes; the previous step was repeated to extract the pellets again. Supernatants from the first and second extractions were combined and spun down for 10 min at 16,000 × g at 4 °C to remove protein precipitate from the supernatant. Five hundred microliters of extract was then transferred to a clean tube and neutralized with 44 μL of 15% NH4HCO3 solution, resulting in the final extract (stored at −80 °C until analysis using LC–MS).
For metabolite extraction from cultured cells, SKBR3FLAG-KISS1R and SKBR3pFLAG (control) cells were plated, left to adhere for 24 h and then serum starved in RPMI 1640 for 24 h. For experiments with labeled glutamine, RPMI media without glutamine was used, containing labeled l-Glutamine [U-13C] or [U-Amide-15N] (Cambridge Isotope Laboratories, Tewksbury, MA) at a 2 mM concentration. Conditioned media was collected at 4 and 16 h, spun to remove debris, and frozen until analysis. Cell metabolites were obtained by lying the cells in ice-cold lysis buffer consisting of 40:40:20 methanol:acetonitrile:water with 0.5% formic acid. After incubation on ice for 5 min, 15% NH4HCO3 was added to each plate. Lysates were then centrifuged at 15,000 × g for 10 min at 4 °C and the supernatant was transferred to new tubes and stored at −80 °C. All samples were diluted 50× in a 40:40:20 methanol:acetonitrile:water with 0.5% formic acid and loaded in LC–MS for analysis. Each condition was done in triplicate. Normalization of pool size was done to pack cell volume, as well as to protein amount per dish.
LC–MS analysis
LC–MS analysis of cell metabolites was conducted on Q Exactive Plus Hybrid Quadrupole-Orbitrap mass spectrometer (Thermo Fisher Scientific) alongside hydrophilic interaction chromatography. The Dionex UltiMate 3000 UHPLC system (Thermo Fisher Scientific) with XBridge BEH amide column (Waters, Milford, MA) and XP VanGuard Cartridge (Waters, Milford, MA) were used for LC separation. The LC gradient, comprised of solvent A (95%:5% H2O:acetonitrile with 20 mM ammonium acetate, 20 mM ammonium hydroxide, pH 9.4) and solvent B (20%:80% H2O:acetonitrile with 20 mM ammonium acetate, 20 mM ammonium hydroxide, pH 9.4), corresponded with the following solvent B percentages over time: 0 min, 100%: 3 min, 100%; 3.2 min, 90%; 6.2 min, 90%; 6.5 min, 80%; 10.5 min, 80%; 10.7 min, 70%; 13.5 min, 70%; 13.7 min, 45%; 16 min, 45%; 16.5 min, 100%. Chromatography flow rate was at 300 μL/min and injection volume 5 μL. Column temperature was maintained at 25 °C. MS scans were set to negative ion mode with a resolution of 70,000 at m/z 200, in addition to an automatic gain control target of 3 × 106 and scan range of 75–1000. Metabolite data were obtained using the MAVEN software package as previously described28 with each labeled isotope (mass accuracy window: 5 ppm). Labeled isotope natural abundance and impurity were corrected using the AccuCor package coded in R, as previously described29.
Results
Plasma kisspeptin levels and glutamine metabolism in human TNBC
Human TNBC cells secrete KPs25, and KISS1 and KISS1R mRNA are elevated in human TNBC patient tumors compared with healthy breast samples25. However, whether plasma KP levels differ in TNBC patients compared with healthy subjects remains unknown. Thus, plasma KP levels were measured among the following patient groups, as previously described30 (see Table 1 for patient demographics): (1) newly diagnosed, nonmetastatic TNBC (early disease); (2) metastatic TNBC (advanced disease), and (3) healthy subjects (no prior history of breast cancer). The data revealed that plasma KP levels in TNBC patients were significantly higher compared with the levels observed in healthy females (Fig. 1a, nonmetastatic TNBC: 78 ± 5.5 pmol/L (p < 0.0001), metastatic TNBC: 64.9 ± 6.6 pmol/L (p = 0.017), and healthy: 39.1 ± 2.3 pmol/L).
TNBC tumors display dysregulated glutamine metabolism5,31. Similar to previous reports4,32,33, c-Myc and glutaminase (encoded by GLS1) were found to be significantly upregulated in human primary TNBC tumor biopsies compared with healthy breast tissue (Fig. 1b–f; see Supplementary Fig. 1a for remaining blots); the expression of both isoforms of GLS1 (KGA, kidney-type glutaminase and GAC, glutaminase C) was observed in TNBC biopsies (Fig. 1d, Supplementary Fig. 1a). The presence of epithelial cells in breast tissue was identified using cytokeratins, markers for epithelial cells34–36. Specifically, mammary glands in normal breast tissue expressed cytokeratins 8/18 (Fig. 1b, Supplementary Fig. 1b), whereas basal TNBC tumors robustly expressed cytokeratin 5 (Fig. 1b).
KISS1R expression regulates metastasis in xenograft models
We have previously shown that KISS1R depletion using KISS1R shRNA in TNBC cells (MDA-MB-231 and Hs578t) reduced the expression of mesenchymal markers, cell migration, invasion, and anchorage-independent growth without affecting cell viability19, suggesting a role for KISS1R in malignant transformation. However, whether human KISS1R regulates metastasis is unknown. Thus, KISS1R expression was depleted in metastatic MDA-MB-231 cells (Fig. 2a, Supplementary Fig. 1c) and tested for its effect on tumor growth and metastasis in a spontaneous metastasis xenograft model using NOD/SCID/IL2 receptor γnull mice27. Stable knockdown of KISS1R reduced primary tumor volume and the capacity of tumor cells to metastasize and colonize the lungs compared with scrambled shRNA controls (Fig. 2b–e). Lung metastases were identified using an antihuman Ki67 (a cell proliferation marker) and an antihuman cytochrome (cyto) C antibody (Fig. 2c, middle and right panels).
Since KISS1R knockdown led to reduced primary tumors (Fig. 2b), which could result in reduced metastasis, we tested whether KISS1R regulates lung colonization using an experimental metastasis xenograft model. For this assay, a gain-of-function approach was employed using human ERα-negative luminal SKBR3 breast cancer cells (that express low levels of endogenous KISS1R18,27), and stably overexpressed FLAG-KISS1R similar to levels observed in TNBC MDA-MB-231 cells18,25,27. Using this approach, we previously showed that KISS1R overexpression induced KP secretion and promoted an EMT-like event resulting in an upregulation of mesenchymal and cell survival markers, and increased cell invasion in vitro18,25,27. Following tail vein injection, mice injected with SKBR3FLAG-KISS1R cells had a significantly higher number of lung metastases compared with mice injected with controls (Fig. 2f). Taken together, these results reveal that human KISS1R induces primary tumor growth and metastasis.
KISS1R modulates the expression of key regulators of glutamine metabolism in ERα-negative breast cancer cells
We then sought to determine whether KISS1R regulated the glutamine utilization to thereby support tumor growth. The major glutamine transporter expressed by TNBC tumors is the SLC1A5 (also known as ASCT2)32. Upon entry into the cell, glutamine is converted to glutamate by glutaminase (GLS1). Glutamate can be converted to generate α-ketoglutarate, a TCA cycle intermediate by glutamate dehydrogenase 1 (encoded by GLUD1)2. KISS1R overexpression in ERα-negative SKBR3 cells resulted in a significant increase in the expression of c-Myc, GLS1, GLUD1, but decreased expression of glutamine synthetase (encoded by GLUL gene) that converts glutamate to glutamine (Fig. 3a–e; Supplementary Fig. 1d–j). This suggests that KISS1R overexpressing cells lack the ability to synthesize glutamine. GLUD1 is essential for sustaining the TCA cycle in rapidly proliferating cells and is upregulated in breast cancer37. These data suggest that KISS1R overexpression may sustain the TCA cycle required for cell growth and proliferation. Glutamate can also be converted to a co-factor in the urea cycle, N-acetylglutamate, by N-acetylglutamate synthase (NAGS). However, NAGS expression was similar between the two cell lines (Fig. 3e, Supplementary Fig. 1j), indicating that KISS1R differentially regulates the expression of key glutamine metabolism enzymes. Conversely, KISS1R depletion in TNBC MDA-MB-231 cells revealed a reduction in the levels of c-Myc, GLS1, and SLC1A5 in KISS1R knocked-down cells versus controls (Supplementary Fig. 2a–e). Taken together, these data suggest a role for KISS1R in regulating glutamine metabolism pathway in ERα-negative breast cancer cells.
KISS1R promotes the dependence on glutamine for growth
To determine whether KISS1R expressing cells require glutamine for growth, the effect of glutamine deprivation was examined on cell growth. SKBR3FLAG-KISS1R cells and controls were grown in glutamine-free medium and treated with increasing concentrations of glutamine daily over 72 h. Glutamine deprivation (0 and 0.02 mM glutamine) significantly inhibited SKBR3FLAG-KISS1R cell growth compared with cells grown in 0.2 or 2 mM glutamine, the latter being the glutamine concentration in cell culture media (Fig. 3f). In contrast, no changes were observed in growth of SKBR3pFLAG controls upon removal of glutamine (Supplementary Fig. 2h). Then, the effects of the GLS1 inhibitor BPTES was examined, which triggers cellular glutamate depletion31,38. Analysis of cell growth curves revealed that BPTES treatment (≥5 μM) significantly suppressed the growth of SKBR3FLAG-KISS1R cells in contrast to controls (Fig. 3g, Supplementary Fig. 2i). Similar observations were made with CB-839, another GLS inhibitor that is currently being tested in Phase I/II clinical trials in various cancers and shown to attenuate TNBC tumor growth in xenografts39. CB-839 treatment significantly inhibited cell growth (Fig. 3h). This is in agreement with reports that luminal-type cells (such as the SKBR3 cells) are relatively glutamine independent. In contrast, basal-type SKBR3FLAG-KISS1R cells exhibit glutamine-dependence for growth.
KISS1R promotes glutamine metabolism in tumors
To investigate whether KISS1R regulates tumor metabolism, the effect of KISS1R overexpression on primary tumor metabolism was determined using an orthotopic xenograft model. Primary breast tumor volumes were significantly higher in mice injected with SKBR3FLAG-KISS1R cells compared with mice injected with controls (Fig. 4a, Supplementary Fig. 3a). Human tumor cells were identified in primary tumors (Fig. 4b). Immunohistochemical analysis revealed SKBR3FLAG-KISS1R primary tumors expressed GLS, in contrast to control tumors (Fig. 4b).
In order to uncover metabolic differences contributing to the distinct phenotypes observed between SKBR3FLAG-KISS1R primary tumors and controls, a global, untargeted metabolomic analysis of tumors was conducted. KISS1R overexpression resulted in significantly higher glutamate levels in the primary tumors compared with control tumors (Fig. 4c), whereas there was no change in glutamine levels (Fig. 4d). Both serum glutamate and glutamine levels were significantly decreased in SKBR3FLAG-KISS1R xenografts compared with controls (Fig. 4e, f). A possible explanation for this is that the primary tumor utilizes more glutamine from the serum to promote glutaminolysis, resulting in the increased glutamate content within the tumor. This might also be due to the elevated levels of glutaminase observed in SKBR3FLAG-KISS1R tumors (Figs. 3b, e and 4b). Therefore, these data suggest that KISS1R overexpression promotes glutamine metabolism in primary tumors by upregulating glutaminase expression to thereby promote tumor growth.
Metabolomic analysis of primary tumors revealed that several metabolites in the glutamine, nucleotide, and lipid synthesis pathways and TCA cycle were significantly elevated in the SKBR3FLAG-KISS1R tumors compared with control tumors (Fig. 5a). In addition, membrane phospholipids such as CDP-choline, phosphocholine, and glycerophosphocholine were significantly elevated in SKBR3FLAG-KISS1R primary tumors (Fig. 5a, Supplementary Fig. 3b). Serum level of inositol was higher, whereas glycerophosphocholine level was decreased in SKBR3FLAG-KISS1R xenografts, compared with controls, likely due to elevated uptake by tumors (Fig. 5b, c). This suggests an enhanced lipid synthesis that is characteristic of malignant tumors40,41. No change in glycolytic metabolites was observed in SKBR3FLAG-KISS1R tumors versus control tumors (Supplementary Fig. 3b).
In particular, two metabolites, 2-hydroxyglutarate and 5′-methylthioadenosine were identified to be significantly increased with KISS1R overexpressing primary tumors compared with controls (6.1 and 3.9-fold changes, respectively; Fig. 5a, Supplementary Fig. 3b). The oncometabolite 2-hydroxyglutarate is markedly elevated in ERα-negative human breast tumors of the basal-like/mesenchymal subtype and this has been linked to poor clinical outcome, c-Myc activation, and glutamine dependence42. The nucleoside 5′-methylthioadenosine can be used for purine synthesis or enter the methionine salvage pathway. Methionine is an essential amino acid required for protein synthesis, methylation of DNA, and polyamine synthesis43. Methionine can also be converted to the amino acid cysteine. The levels of cysteine as well as branched-chain amino acids valine and leucine were elevated in serum from SKBR3FLAG-KISS1R xenografts versus controls (Fig. 5d–f). These branched-chain amino acids can be metabolized to succinyl-CoA or acetyl-CoA and used in the TCA cycle44. Taken together, these results highlight KISS1R’s role in metabolic reprograming of primary tumors in vivo.
KISS1R expression promotes glutaminolysis and TCA cycle activity in cultured ERα-negative breast cancer cells
Next, metabolic analysis was conducted using cultured SKBR3FLAG-KISS1R and control cells. In support of the in vivo data, SKBR3FLAG-KISS1R cells were found to produce more glutamate, suggesting increased glutamine metabolism (Fig. 6a). Using a 13C5-glutamine tracer, the utilization of glutamine carbon to form metabolites was traced (Fig. 6b). Glutamate pool size (calculated after normalization to the pack cell volume) was significantly larger in the SKBR3FLAG-KISS1R cells compared with controls (Fig. 6c). Glutamine can be converted to α-ketoglutarate and thereby provide four carbons for TCA metabolites. We observed greater labeling in TCA metabolites (e.g., citrate, aconitate, fumarate, and malate) in SKBR3FLAG-KISS1R cells, relative to controls (Fig. 6d–g), suggesting increased glutamine contribution to TCA cycle intermediates upon KISS1R expression.
KISS1R expression drives glutamine-dependent nucleotide synthesis
Glutamine is an important nitrogen source in the synthesis of pyrimidines (Fig. 6h) and purines (Fig. 7a). The first rate-limiting step in de novo pyrimidine synthesis requires the enzyme carbamoyl phosphate synthase II (CPSII) that together with aspartate transcarbamylase and dihydroorotase, forms the trifunctional CAD enzyme complex. CAD protein (Fig. 6i, Supplementary Fig. 2f) and CPSII mRNA levels (Supplementary Fig. 2g) were significantly upregulated in SKBR3FLAG-KISS1R cells relative to controls, indicating that the pyrimidine synthesis pathway might be altered upon expression of KISS1R.
Glutamine is converted to glutamate and donates its amide (γ) nitrogen for nucleotide biosynthesis. Thus, to examine whether KISS1R regulates pyrimidine synthesis, an amide 15N-glutamine tracer was utilized (Fig. 6h). Results revealed that uridine monophosphate and uracil have significantly increased incorporation of the amide nitrogen from glutamine in SKBR3FLAG-KISS1R cells compared with controls (Fig. 6j, k). In line with this data, SKBR3FLAG-KISS1R primary tumors from xenografts displayed a significant increase in serum levels of the nucleoside uridine (Fig. 6l). Although we did not observe a significant change in tumor UTP levels, the level of ribose phosphate, a key intermediate in de novo nucleotide synthesis was significantly elevated in the SKBR3FLAG-KISS1R tumors (Fig. 6m, n).
To determine whether KISS1R regulates glutamine utilization in purine synthesis, an amide 15N-glutamine tracer was utilized (Fig. 7a). Elevated KISS1R expression resulted in a significant increase in labeled IMP and ATP after 1 and 4 h compared with controls (Fig. 7b, c). A significant increase in 5′-methylthioadenosine was also observed in KISS1R overexpressing cells (Fig. 7d), as well as in primary tumors (Figs. 5a, 7e) compared with their corresponding controls. 5′-Methylthioadenosine is generated during the biosynthesis of polyamines (Fig. 7a) and generates purines. Interestingly, deprivation of 5′-methylthioadenosine inhibits TNBC metastasis45. Other metabolites implicated in purine synthesis, such as the intermediate xanthosine-5′-phosphate (XMP; Fig. 7f) and the nucleoside guanosine (Fig. 7g) were elevated in SKBR3FLAG-KISS1R primary tumors and serum levels, respectively. Taken together, these data suggest that KISS1R signaling reprograms metabolism in primary tumors, driving the use of the amide nitrogen from glutamine for nucleotide synthesis.
KISS1R induces c-Myc expression to regulate cell motility and glutamate production via MAPK
We have previously shown that KISS1R expression in SKBR3 cells stimulates cell migration and scratch closure within 24 h, and this is not due to increased cell proliferation25. Since c-Myc can regulate breast tumor migration46, we determined the effect of c-Myc depletion in SKBR3FLAG-KISS1R cell migration. Expression of c-Myc siRNA (Fig. 8a) demonstrated a modest but significant decrease in cell migration compared with scrambled controls in a scratch assay (Fig. 8b). c-Myc has been shown to promote glutamine addiction in various cell types47,48. To investigate the role of c-Myc in inducing glutamine dependency of SKBR3FLAG-KISS1R cells, cells expressing c-Myc siRNA were grown in glutamine-depleted media. Knockdown of c-Myc significantly increased resistance of SKBR3FLAG-KISS1R to glutamine starvation compared with controls (Fig. 8c). We also found that c-Myc depletion in SKBR3FLAG-KISS1R and MDA-MB-231 cell lines (Fig. 8a, e) significantly reduced the expression of glutamine transporter SLC1A5 (Fig. 8d, f), although there was no change in GLS expression (Supplementary Fig. 4a, b). This suggests c-Myc appears to regulate transcription of genes involved in glutamine transport, as previously reported48.
It is well known that KISS1R signaling activates MAPK10,17,25,49 and in TNBC, KISS1R signaling stimulates the phosphorylation of ERK1/2 to promote cell invasion19,20,27. KISS1R overexpression activates ERK1/2 in SKBR3 cells25 and ERK1/2 activation stabilizes transcription factors such as c-Myc50. Since c-Myc protein was upregulated in SKBR3FLAG-KISS1R cells (Fig. 3e, Supplementary Fig. 1f), we determined whether KISS1R influenced c-Myc expression post transcriptionally via ERK1/2. Findings revealed that treating SKBR3FLAG-KISS1R cells with an ERK1/2 inhibitor, U0126, resulted in an inhibition of ERK activity and c-Myc expression and a concomitant decrease in glutamate production, compared with cells treated with the inactive analog U0124 or vehicle controls (Fig. 8g, h). This implies that in addition to stimulating c-Myc transcription (Fig. 3a), KISS1R requires MAPK signaling to induce c-Myc protein expression to thereby maintain the glutaminolytic phenotype, and addiction to glutamine as a bioenergetic substrate. Taken together, data suggest that KISS1R exerts its oncogenic functions by inducing c-Myc expression to thereby enhance glutamine metabolism and facilitate tumorigenesis (Fig. 8i).
Discussion
The findings reported here demonstrate for the first time that human KISS1R promotes TNBC tumor growth and metastasis using preclinical xenograft models. In support of our findings, murine Kiss1r promotes metastasis in a mouse mammary tumor virus model51. KISS1R is a strong candidate for targeted therapy since it is highly expressed in patient TNBC tumors, in contrast to normal breast25. Importantly although infertile, mice lacking KISS1R exhibit no other overt developmental defects10. KISS1R is a key regulator of pubertal onset and fertility9 and plasma KPs in humans increase dramatically in puberty (~50–60pmol/L) and during pregnancy (~11,000 fmol/mL in the third trimester)9,10, where the placenta is suggested to be a major source of the circulating KPs (reviewed10). Despite the small cohort size, we found that plasma KP levels were elevated in TNBC. Thus, a rise in plasma KPs may influence metabolic reprogramming during oncogenic transformation, although this is yet to be tested. This suggests that KISS1R could potentially serve not only as an adjunct therapeutic target but also as a marker for surveillance of disease recurrence or metastasis, which requires further investigation. KISS1/KISS1R expression are upregulated in TNBC patient tumor biopsies and high KISS1 expression has been shown to correlate with increase in lymph node metastasis52. Our future studies will examine the clinical relevance of KP/KISS1R signaling in other breast cancer subtypes, which have a distinct molecular characteristics and clinical regiments, compared with TNBC1,53.
Previous work has shown that KISS1 and KISS1R levels are upregulated in invasive ERα-negative breast cancer cells (e.g., MDA-MB-231, Hs578T, SKBR3FLAG-KISS1R) in contrast to weakly invasive, ERα-positive luminal breast cancer cells (T47D, MCF7) or ERα-negative luminal SKBR3 cells25. KP failed to stimulate invasiveness of T47D or MCF7 cells, or upon reexpression of ERα in TNBC MDA-MB-231 cells18; in the latter, estradiol resulted in a downregulation of KISS1/KISS1R levels18,21. This negative regulation by estradiol signaling also occurs in the brain54. In line with these observations, placental KPs induce ERα-negative breast cancer cell invasion, whereas cell invasion of ERα-positive breast cancer cells was inhibited55. Interestingly, a recent study showed that TGFβ promotes TNBC cell invasion by inducing KISS1 expression, by regulating MMP-9 levels52.
Another new finding is that in addition to regulating tumor growth and metastasis in vivo, KISS1R regulates metabolic changes in tumors. Compared with luminal cells e.g., ERα-negative SKBR3, basal-like TNBC cells such as MDA-MB-231 have been shown to preferentially consume more glutamine than glucose, display deregulated glutaminolysis, and require GLS for growth and survival31,56. GLS1 knockdown in MDA-MB-231 cells inhibits tumor growth in xenografts31. Our data suggest that KISS1R overexpression changes the metabolic profile of the SKBR3 cells appearing to make them more basal like and dependent on glutamine for survival. Metabolomic analyses of human primary tumor biopsies revealed elevated levels of glutamate in TNBC tumors versus ERα-positive tumors5–7.
The MYC oncogene is overexpressed in TNBC compared with other breast cancer subtypes57,58 where it promotes EMT and metastasis46. c-Myc is a master regulator of metabolic pathways and stimulates glutaminolysis, leading to glutamine addiction59 by regulating the expression of GLS3 and SLC1A532,60. SLC1A5 is highly expressed in TNBC patients32 and SLC1A5 activity is critical for TNBC cell growth but not for the growth of luminal breast cancer32. We found that KISS1R induced the expression of c-Myc to thereby promote the glutamine-dependency phenotype. Furthermore, KISS1R appears to promote glutamine uptake by the tumors by inducing SLC1A5 transcript levels in a c-Myc-dependent manner. Glutamine is converted to glutamate by GLS1 and is used to support crucial pathways including nucleotide biosynthesis, TCA cycle, and amino acid synthesis in proliferative ERα-negative tumors (Fig. 8i). Although KISS1R-induced GLS transcription, this appears to occur in a c-Myc-independent manner. Several other studies have shown that altering c-Myc levels has no effect on GLS1 expression, similar to our findings3,61–63 suggesting that GLS may be regulated by KISS1R via alternate mechanisms. Our future work will evaluate the role of c-Myc in stimulating KISS1R-induced tumor growth and metastasis in vivo.
Increased KISS1R expression in primary tumor xenografts resulted in elevated levels of the oncometabolite 2-hydroxyglutarate that accumulates at higher levels in basal-like TNBC tumors versus ERα-positive tumors, is associates with poor patient prognosis5,42 and triggers cell transformation and epigenetic reprogramming. 2-Hydroxyglutarate accumulation induces c-Myc activation and higher glutamine utilization via GLS160. 2-Hydroxyglutarate can also activate mammalian target of rapamycin complex 1 (mTORC1)64. In doing so, mTORC1 promotes glutamine anaplerosis, replenishing the TCA cycle metabolites by activating GLUD for the production of α-ketoglutarate from glutamate65. In addition, 2-hydroxyglutarate can increase reductive carboxylation to generate citrate and supports the synthesis of acetyl-CoA and lipids2. This might be a possible explanation for the increased membrane lipids observed in primary SKBR3FLAG-KISS1R tumor xenografts. Although KISS1R expression modulates GLUD transcript levels, it remains to be investigated whether KISS1R regulates mTORC1.
In summary, this study highlights the role of KISS1R as a driving force in TNBC metastasis, promoting the glutamine dependence of tumors to support their growth. Compared with other breast cancer subtypes, TNBC patients have the worst prognosis with no approved targeted therapies1. Inhibitors for GLS as well as for the glutamine transporter SCL1A5 are currently in clinical trials for the treatment of TNBC patients66–68. Thus, a combined strategy that targets KISS1R signaling coupled to the use of inhibitors of glutamine metabolism are vital to minimize toxicity and may hold great therapeutic promise to improve the clinical management of TNBC patients.
Supplementary information
Acknowledgements
We thank Yujue (Eric) Wang, Eric Chiles, and the Metabolomics Core Facility (Cancer Institute of New Jersey) for assistance with metabolomics analysis. This work was conducted with funds from: the Canadian Institutes of Health Research (CIHR grant, PJT148823, SDG) awarded to M.B. and M.B.; Heart and Stroke Foundation of Canada (G-13-0001612) awarded to D.H.; Metabolomics shared resource of Rutgers Cancer Institute of New Jersey (P30CA072720). W.S.D. is funded by an NIHR research Professorship. A.A. is funded by an NIHR Clinician Scientist Award. W.S.D. and A.A. are funded by the NIHR Imperial Biomedical Research Center. We would like to thank the Robert Wood Johnson Foundation for their support of the Child Health Institute of New Jersey; the views expressed here do not necessarily reflect the views of the Foundation.
Conflict of interest
The authors declare that they have no conflict of interest.
Footnotes
Edited by M. Herold
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information accompanies this paper at (10.1038/s41419-020-2305-7).
References
- 1.Bianchini G, Balko JM, Mayer IA, Sanders ME, Gianni L. Triple-negative breast cancer: challenges and opportunities of a heterogeneous disease. Nat. Rev. Clin. Oncol. 2016;13:674–690. doi: 10.1038/nrclinonc.2016.66. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Altman BJ, Stine ZE, Dang CV. From Krebs to clinic: glutamine metabolism to cancer therapy. Nat. Rev. Cancer. 2016;16:619–634. doi: 10.1038/nrc.2016.71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Gao P, et al. c-Myc suppression of miR-23a/b enhances mitochondrial glutaminase expression and glutamine metabolism. Nature. 2009;458:762–765. doi: 10.1038/nature07823. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Timmerman LA, et al. Glutamine sensitivity analysis identifies the xCT antiporter as a common triple-negative breast tumor therapeutic target. Cancer Cell. 2013;24:450–465. doi: 10.1016/j.ccr.2013.08.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Kanaan YM, et al. Metabolic profile of triple-negative breast cancer in African-American women reveals potential biomarkers of aggressive disease. Cancer Genom. Proteom. 2014;11:279–294. [PubMed] [Google Scholar]
- 6.Tayyari F, et al. Metabolic profiles of triple-negative and luminal A breast cancer subtypes in African-American identify key metabolic differences. Oncotarget. 2018;9:11677–11690. doi: 10.18632/oncotarget.24433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Cao MD, et al. Metabolic characterization of triple negative breast cancer. BMC Cancer. 2014;14:941. doi: 10.1186/1471-2407-14-941. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hauser AS, Attwood MM, Rask-Andersen M, Schioth HB, Gloriam DE. Trends in GPCR drug discovery: new agents, targets and indications. Nat. Rev. Drug Discov. 2017;16:829–842. doi: 10.1038/nrd.2017.178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kirby HR, Maguire JJ, Colledge WH, Davenport AP. International Union of Basic and Clinical Pharmacology. LXXVII. Kisspeptin receptor nomenclature, distribution, and function. Pharmacol. Rev. 2010;62:565–578. doi: 10.1124/pr.110.002774. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Bhattacharya M, Babwah AV. Kisspeptin: beyond the brain. Endocrinology. 2015;156:1218–1227. doi: 10.1210/en.2014-1915. [DOI] [PubMed] [Google Scholar]
- 11.Kotani M, et al. The metastasis suppressor gene KiSS-1 encodes kisspeptins, the natural ligands of the orphan G protein-coupled receptor GPR54. J. Biol. Chem. 2001;276:34631–34636. doi: 10.1074/jbc.M104847200. [DOI] [PubMed] [Google Scholar]
- 12.Harihar S, Pounds KM, Iwakuma T, Seidah NG, Welch DR. Furin is the major proprotein convertase required for KISS1-to-Kisspeptin processing. PLoS ONE. 2014;9:e84958. doi: 10.1371/journal.pone.0084958. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.George JT, et al. Kisspeptin-10 is a potent stimulator of LH and increases pulse frequency in men. J. Clin. Endocrinol. Metab. 2011;96:E1228–1236. doi: 10.1210/jc.2011-0089. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Min L, et al. Dynamic kisspeptin receptor trafficking modulates kisspeptin-mediated calcium signaling. Mol. Endocrinol. 2014;28:16–27. doi: 10.1210/me.2013-1165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Messager S, et al. Kisspeptin directly stimulates gonadotropin-releasing hormone release via G protein-coupled receptor 54. Proc. Natl Acad. Sci. USA. 2005;102:1761–1766. doi: 10.1073/pnas.0409330102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Guzman S, Brackstone M, Radovick S, Babwah AV, Bhattacharya MM. KISS1/KISS1R in cancer: friend or foe? Front. Endocrinol. 2018;9:437. doi: 10.3389/fendo.2018.00437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Cvetkovic D, Babwah AV, Bhattacharya M. Kisspeptin/KISS1R system in breast cancer. J. Cancer. 2013;4:653–661. doi: 10.7150/jca.7626. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Cvetkovic D, et al. KISS1R induces invasiveness of estrogen receptor-negative human mammary epithelial and breast cancer cells. Endocrinology. 2013;154:1999–2014. doi: 10.1210/en.2012-2164. [DOI] [PubMed] [Google Scholar]
- 19.Goertzen CG, Dragan M, Turley E, Babwah AV, Bhattacharya M. KISS1R signaling promotes invadopodia formation in human breast cancer cell via beta-arrestin2/ERK. Cell Signal. 2016;28:165–176. doi: 10.1016/j.cellsig.2015.12.010. [DOI] [PubMed] [Google Scholar]
- 20.Zajac M, et al. GPR54 (KISS1R) transactivates EGFR to promote breast cancer cell invasiveness. PLoS ONE. 2011;6:e21599. doi: 10.1371/journal.pone.0021599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Marot D, et al. High tumoral levels of Kiss1 and G-protein-coupled receptor 54 expression are correlated with poor prognosis of estrogen receptor-positive breast tumors. Endocr. Relat. Cancer. 2007;14:691–702. doi: 10.1677/ERC-07-0012. [DOI] [PubMed] [Google Scholar]
- 22.Uribesalgo I, Benitah SA, Di Croce L. From oncogene to tumor suppressor: the dual role of Myc in leukemia. Cell Cycle. 2012;11:1757–1764. doi: 10.4161/cc.19883. [DOI] [PubMed] [Google Scholar]
- 23.Zadra G, Batista JL, Loda M. Dissecting the dual role of AMPK in cancer: from experimental to human studies. Mol. Cancer Res. 2015;13:1059–1072. doi: 10.1158/1541-7786.MCR-15-0068. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Bachman KE, Park BH. Duel nature of TGF-beta signaling: tumor suppressor vs. tumor promoter. Curr. Opin. Oncol. 2005;17:49–54. doi: 10.1097/01.cco.0000143682.45316.ae. [DOI] [PubMed] [Google Scholar]
- 25.Blake A, et al. G protein-coupled KISS1 receptor is overexpressed in triple negative breast cancer and promotes drug resistance. Sci. Rep. 2017;7:46525. doi: 10.1038/srep46525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Jayasena CN, et al. The effects of kisspeptin-10 on reproductive hormone release show sexual dimorphism in humans. J. Clin. Endocrinol. Metab. 2011;96:E1963–1972. doi: 10.1210/jc.2011-1408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Noonan MM, et al. The matrix protein Fibulin-3 promotes KISS1R induced triple negative breast cancer cell invasion. Oncotarget. 2018;9:30034–30052. doi: 10.18632/oncotarget.25682. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Melamud E, Vastag L, Rabinowitz JD. Metabolomic analysis and visualization engine for LC-MS data. Anal. Chem. 2010;82:9818–9826. doi: 10.1021/ac1021166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Su X, Lu W, Rabinowitz JD. Metabolite spectral accuracy on Orbitraps. Anal. Chem. 2017;89:5940–5948. doi: 10.1021/acs.analchem.7b00396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Jayasena CN, et al. Plasma kisspeptin: a potential biomarker of tumor metastasis in patients with ovarian carcinoma. Clin. Chem. 2012;58:1061–1063. doi: 10.1373/clinchem.2011.177667. [DOI] [PubMed] [Google Scholar]
- 31.Lampa M, et al. Glutaminase is essential for the growth of triple-negative breast cancer cells with a deregulated glutamine metabolism pathway and its suppression synergizes with mTOR inhibition. PLoS ONE. 2017;12:e0185092. doi: 10.1371/journal.pone.0185092. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.van Geldermalsen M, et al. ASCT2/SLC1A5 controls glutamine uptake and tumour growth in triple-negative basal-like breast cancer. Oncogene. 2016;35:3201–3208. doi: 10.1038/onc.2015.381. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Horiuchi D, et al. MYC pathway activation in triple-negative breast cancer is synthetic lethal with CDK inhibition. J. Exp. Med. 2012;209:679–696. doi: 10.1084/jem.20111512. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Karantza V. Keratins in health and cancer: more than mere epithelial cell markers. Oncogene. 2011;30:127–138. doi: 10.1038/onc.2010.456. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Abdelrahman AE, Rashed HE, Abdelgawad M, Abdelhamid MI. Prognostic impact of EGFR and cytokeratin 5/6 immunohistochemical expression in triple-negative breast cancer. Ann. Diagn. Pathol. 2017;28:43–53. doi: 10.1016/j.anndiagpath.2017.01.009. [DOI] [PubMed] [Google Scholar]
- 36.Bhalla A, Manjari M, Kahlon SK, Kumar P, Kalra N. Cytokeratin 5/6 expression in benign and malignant breast lesions. Indian J. Pathol. Microbiol. 2010;53:676–680. doi: 10.4103/0377-4929.72026. [DOI] [PubMed] [Google Scholar]
- 37.Craze ML, et al. Glutamate dehydrogenase (GLUD1) expression in breast cancer. Breast Cancer Res. Treat. 2018 doi: 10.1007/s10549-018-5060-z. [DOI] [PubMed] [Google Scholar]
- 38.Chen L, et al. Glutamine deprivation plus BPTES alters etoposide- and cisplatin-induced apoptosis in triple negative breast cancer cells. Oncotarget. 2016;7:54691–54701. doi: 10.18632/oncotarget.10579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Demas DM, et al. Glutamine metabolism drives growth in advanced hormone receptor positive breast cancer. Front. Oncol. 2019;9:686. doi: 10.3389/fonc.2019.00686. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Glunde K, Bhujwalla ZM, Ronen SM. Choline metabolism in malignant transformation. Nat. Rev. Cancer. 2011;11:835–848. doi: 10.1038/nrc3162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Hilvo M, et al. Novel theranostic opportunities offered by characterization of altered membrane lipid metabolism in breast cancer progression. Cancer Res. 2011;71:3236–3245. doi: 10.1158/0008-5472.CAN-10-3894. [DOI] [PubMed] [Google Scholar]
- 42.Terunuma A, et al. MYC-driven accumulation of 2-hydroxyglutarate is associated with breast cancer prognosis. J. Clin. Investig. 2014;124:398–412. doi: 10.1172/JCI71180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Cavuoto P, Fenech MF. A review of methionine dependency and the role of methionine restriction in cancer growth control and life-span extension. Cancer Treat. Rev. 2012;38:726–736. doi: 10.1016/j.ctrv.2012.01.004. [DOI] [PubMed] [Google Scholar]
- 44.Platell C, Kong SE, McCauley R, Hall JC. Branched-chain amino acids. J. Gastroenterol. Hepatol. 2000;15:706–717. doi: 10.1046/j.1440-1746.2000.02205.x. [DOI] [PubMed] [Google Scholar]
- 45.Jeon H, et al. Methionine deprivation suppresses triple-negative breast cancer metastasis in vitro and in vivo. Oncotarget. 2016;7:67223–67234. doi: 10.18632/oncotarget.11615. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Lee HY, et al. c-MYC drives breast cancer metastasis to the brain, but promotes synthetic lethality with TRAIL. Mol. Cancer Res. 2019;17:544–554. doi: 10.1158/1541-7786.MCR-18-0630. [DOI] [PubMed] [Google Scholar]
- 47.Yuneva M, Zamboni N, Oefner P, Sachidanandam R, Lazebnik Y. Deficiency in glutamine but not glucose induces MYC-dependent apoptosis in human cells. J. Cell Biol. 2007;178:93–105. doi: 10.1083/jcb.200703099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Wise DR, et al. Myc regulates a transcriptional program that stimulates mitochondrial glutaminolysis and leads to glutamine addiction. Proc. Natl Acad. Sci. USA. 2008;105:18782–18787. doi: 10.1073/pnas.0810199105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Szereszewski JM, et al. GPR54 regulates ERK1/2 activity and hypothalamic gene expression in a Galpha(q/11) and beta-arrestin-dependent manner. PLoS ONE. 2010;5:e12964. doi: 10.1371/journal.pone.0012964. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Sears R, et al. Multiple Ras-dependent phosphorylation pathways regulate Myc protein stability. Genes Dev. 2000;14:2501–2514. doi: 10.1101/gad.836800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Cho SG, et al. Haploinsufficiency in the prometastasis Kiss1 receptor Gpr54 delays breast tumor initiation, progression, and lung metastasis. Cancer Res. 2011;71:6535–6546. doi: 10.1158/0008-5472.CAN-11-0329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Tian J, et al. KiSS1 gene as a novel mediator of TGFbeta-mediated cell invasion in triple negative breast cancer. Cell Signal. 2018;42:1–10. doi: 10.1016/j.cellsig.2017.10.002. [DOI] [PubMed] [Google Scholar]
- 53.Ahn SG, Kim SJ, Kim C, Jeong J. Molecular classification of triple-negative breast cancer. J. Breast Cancer. 2016;19:223–230. doi: 10.4048/jbc.2016.19.3.223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Ozaki, S., Higo, S., Iwata, K., Saeki, H. & Ozawa, H. Region-specific changes in brain kisspeptin receptor expression during estrogen depletion and the estrous cycle. Histochem. Cell Biol.152, 25–34 (2019). [DOI] [PubMed]
- 55.Rasoulzadeh Z, et al. Placental kisspeptins differentially modulate vital parameters of estrogen receptor-positive and -negative breast cancer cells. PLoS ONE. 2016;11:e0153684. doi: 10.1371/journal.pone.0153684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Winnike JH, Stewart DA, Pathmasiri WW, McRitchie SL, Sumner SJ. Stable isotope-resolved metabolomic differences between hormone-responsive and triple-negative breast cancer cell lines. Int J. Breast Cancer. 2018;2018:2063540. doi: 10.1155/2018/2063540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Horiuchi D, et al. PIM1 kinase inhibition as a targeted therapy against triple-negative breast tumors with elevated MYC expression. Nat. Med. 2016;22:1321–1329. doi: 10.1038/nm.4213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Fallah Yassi, Brundage Janetta, Allegakoen Paul, Shajahan-Haq Ayesha N. MYC-Driven Pathways in Breast Cancer Subtypes. Biomolecules. 2017;7(4):53. doi: 10.3390/biom7030053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Wise DR, Thompson CB. Glutamine addiction: a new therapeutic target in cancer. Trends Biochem. Sci. 2010;35:427–433. doi: 10.1016/j.tibs.2010.05.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Ren P, et al. ATF4 and N-Myc coordinate glutamine metabolism in MYCN-amplified neuroblastoma cells through ASCT2 activation. J. Pathol. 2015;235:90–100. doi: 10.1002/path.4429. [DOI] [PubMed] [Google Scholar]
- 61.Bott AJ, et al. Oncogenic Myc induces expression of glutamine synthetase through promoter demethylation. Cell Metab. 2015;22:1068–1077. doi: 10.1016/j.cmet.2015.09.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Lukey MJ, Greene KS, Erickson JW, Wilson KF, Cerione RA. The oncogenic transcription factor c-Jun regulates glutaminase expression and sensitizes cells to glutaminase-targeted therapy. Nat. Commun. 2016;7:11321. doi: 10.1038/ncomms11321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Qie S, Chu C, Li W, Wang C, Sang N. ErbB2 activation upregulates glutaminase 1 expression which promotes breast cancer cell proliferation. J. Cell. Biochem. 2014;115:498–509. doi: 10.1002/jcb.24684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Carbonneau M, et al. The oncometabolite 2-hydroxyglutarate activates the mTOR signalling pathway. Nat. Commun. 2016;7:12700. doi: 10.1038/ncomms12700. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Csibi A, et al. The mTORC1 pathway stimulates glutamine metabolism and cell proliferation by repressing SIRT4. Cell. 2013;153:840–854. doi: 10.1016/j.cell.2013.04.023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.C. g. I. Study of CB-839 in combination w/ paclitaxel in patients of african ancestry and non-african ancestry with advanced TNBC. NCT03057600. ClinicalTrials.gov.
- 67.Song M, Kim SH, Im CY, Hwang HJ. Recent development of small molecule glutaminase inhibitors. Curr. Top. Med. Chem. 2018;18:432–443. doi: 10.2174/1568026618666180525100830. [DOI] [PubMed] [Google Scholar]
- 68.Wu C, Chen L, Jin S, Li H. Glutaminase inhibitors: a patent review. Expert Opin. Ther. Pat. 2018;28:823–835. doi: 10.1080/13543776.2018.1530759. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.