Abstract
The overall promise of breast cancer chemoprevention is exemplified by clinical success of selective estrogen receptor modulators and aromatase inhibitors. Despite clinical efficacy, these interventions have limitations, including rare but serious side effects and lack of activity against estrogen receptor-negative breast cancers. We have shown previously that dietary administration of benzyl isothiocyanate (BITC), which occurs naturally as a thioglucoside conjugate in edible cruciferous vegetables, inhibits development of estrogen receptor-negative breast cancer in mouse mammary tumor virus-neu (MMTV-neu) transgenic mice. This study demonstrates AKT-mediated sugar addiction in breast cancer chemoprevention by BITC. BITC-treated MMTV-neu mice exhibited increased 2-deoxy-2-(fluorine-18)-fluoro-D-glucose (18F-FDG) uptake in mammary tumors in vivo in comparison with mice fed basal diet. Cellular studies using MDAMB-231 and SUM159 human breast cancer cell lines revealed BITC-mediated induction and punctate localization of glucose transporter GLUT-1, which was accompanied by an increase in intracellular pyruvate levels. BITC treatment resulted in increased S473 phosphorylation (activation) of AKT in cells in vitro as well as in mammary tumors of MMTV-neu mice in vivo. Increased glucose uptake, punctate pattern of GLUT-1 localization, and intracellular pyruvate levels resulting from BITC exposure were significantly attenuated in the presence of a pharmacological inhibitor of AKT (MK-2206). Inhibition of AKT augmented BITC-mediated inhibition of cell migration and colony formation. BITC-induced apoptotic cell death was also increased by pharmacological inhibition of AKT. These results indicate increased glucose uptake/metabolism by BITC treatment in breast cancer cells suggesting that breast cancer chemoprevention by BITC may be augmented by pharmacological inhibition of AKT.
Keywords: benzyl isothiocyanate, AKT, breast cancer, chemoprevention
1. INTRODUCTION
The epidemiological association of breast cancer risk reduction with increased dietary intake of certain edible plants like cruciferous vegetables is fairly-compelling. For example, it was concluded recently that increased dietary intake of cruciferous and yellow/orange vegetables (>5.5 servings/day versus ≤2.5 servings/day) was inversely associated with the risk of breast cancer (Ptrend = 0.005) among 182,145 women in the Nurses’ Health Study.1 In a hospital-based case-control study of 1491 patients with breast cancer and 1482 controls, the overall risk of breast cancer was also found to be inversely associated with cruciferous vegetable intake.2 Isothiocyanates (R-N=C=S) are believed to be the predominant bioactive phytochemicals with anti-cancer activity in edible cruciferous vegetables.3 The isothiocyanates are generated upon myrosinase-mediated metabolism of corresponding glucosinolate precursors.3 Chemical diversity of isothiocyanates in different plants is represented by various side chain modifications, including aliphatic (straight- or branched-chain), aromatic, aliphatic straight and branched-chain alcohols, alkyl-thio-alkyl, olefins and so forth.4 Benzyl isothiocyanate (BITC), an aromatic isothiocyanate, appears promising for chemoprevention of breast cancer based on data from numerous preclinical studies.5 For example, BITC administration was shown to inhibit the occurrence of 7,12-dimethylbenz(a)anthracene-induced breast cancer in female Sprague-Dawley rats.6 Dietary feeding of BITC markedly suppressed the incidence and/or burden of mammary hyperplasia and carcinoma in female mouse mammary tumor virus-neu (MMTV-neu) mice without any side effects.7 Interestingly, BITC administration through diet (3 μmol BITC/g diet for 29 weeks) also resulted in a marked decrease in fraction of breast cancer stem-like cells in the mammary tumors of MMTV-neu mice.8 The in vivo therapeutic efficacy of BITC for inhibition of breast cancer growth has been demonstrated using human (MDA-MB-231) and murine (4T1) xenograft models in immunocompromised (female nude mice) and immunocompetent mice (female BALB/c mice), respectively.9–10 The in vivo growth of subcutaneously implanted MDAMB-231 cells was inhibited significantly upon intra-peritoneal administration of BITC.9 Similarly, oral administration of BITC (10 mg/kg body weight/day) resulted in a significant inhibition of solid tumor growth of 4T1 cells orthotopically injected into the inguinal mammary fat pads of female syngeneic BALB/c mice.10 We have also shown recently that BITC is a potent inhibitor of breast cancer-induced osteoclastogenesis in vitro and in vivo.11 Specifically, BITC treatment decreased breast cancer cell-induced differentiation of osteoclast precursor cells in vitro.11 Moreover, oral administration of 10 mg BITC/kg body weight (5 times/week) inhibited MDA-MB-231-induced skeletal metastasis multiplicity by about 81% when compared with control (P = 0.04).11
Identification of the molecular regulators of chemopreventive effect of BITC in breast cancer is desirable for various reasons. First, the mechanistic insight into breast cancer chemoprevention by BITC could lead to identification of pharmacodynamic biomarkers potentially useful in future clinical trials. Second, mechanistic studies could facilitate conceptualization of novel BITC-based combination regimens. We have shown previously that BITC inhibits complex III of the mitochondrial respiratory chain and possibly suppresses oxidative phosphorylation.12 However, the effect of BITC on glucose uptake and utilization (glycolysis) is yet to be studied. Increased glycolysis is now considered a hallmark of cancers including breast cancer,13 a phenomenon more commonly known as Warburg effect.14 The present study was undertaken to determine the effect of BITC treatment on glucose uptake and metabolism using human breast cancer cell lines (MDA-MB-231 and SUM159) and MMTV-neu mice as models.
2. MATERIALS AND METHODS
2.1. Ethics statement
The MMTV-neu mice were used to determine the effect of BITC administration on glucose uptake in mammary tumors. Use of mice was approved by the Institutional Animal Care and Use Committee.
2.2. Reagents and cell lines
BITC (purity-about 98%) was purchased from LKT Laboratories (St. Paul, MN). Stock solution of BITC was prepared in dimethyl sulfoxide (DMSO) and an equal volume of DMSO (final concentration-0.05%) was added to the controls. Reagents for cell culture [fetal bovine serum (FBS) and antibiotics] as well as Alexa Fluor 488-conjugated anti-rabbit antibody were purchased from Invitrogen (part of ThermoFisher Scientific, Waltham, MA). An antibody against glucose transporter 1 (GLUT-1) was purchased from Abcam (Cambridge, MA). Antibodies specific for detection of phosphorylated p-Ser473-AKT, p-Thr308-AKT, lactate dehydrogenase A (LDHA), pyruvate dehydrogenase (PDH), hexokinase II (HK II), and AKT kinase assay kit were purchased from Cell Signaling Technology (Beverly, MA). Anti-pyruvate kinase M2 (PK-M2) antibody was purchased from Abgent (San Diego, CA). Anti-glyceraldehyde-3-phosphate dehydrogenase (GAPDH) antibody was from GeneTex (Irvine, CA). Other reagents including 4’,6-diamidino-2-phenylindole (DAPI) and propidium iodide (PI) were from Sigma-Aldrich (St. Louis, MO). The AKT inhibitor (AKTi; MK-2206) {(8-(4-(1-aminocyclobutyl)phenyl)-9-phenyl-[1,2,4]triazolo[3,4-f][1,6]naphthyridin-3(2H)-one} was purchased from Selleckchem (Houston, TX). Apoptosis detection kit was purchased from BD Biosciences (San Diego, CA). Kits for measurement of glucose, lactate, pyruvate, and acetyl CoA were purchased from BioVision (Milpitas, California).
MDA-MB-231 and SUM159 cell lines were purchased from the American Type Culture Collection (Manassas, VA) and Asterand Bioscience (Detroit, MI), respectively. The cells were cultured as recommended by the suppliers. Both cell lines were last authenticated in January of 2015 and March of 2018. The cell lines were found to be of human origin and authentic.
2.3. Two-dimensional gel electrophoresis and mass spectrometry
Tumor tissues from three different mice of each group were used to determine treatment-related protein alterations by two-dimensional gel electrophoresis followed by matrix-assisted laser desorption ionization-time of flight/time of flight (MALDI-TOF/TOF) (Applied Biomics, Hayward, CA) as described by us previously.15
2.4. 2-Deoxy-2-(fluorine-18)-fluoro-D-glucose (18F-FDG)-positron emission tomography/computed tomography (PET/CT)
Six-week old female transgenic MMTV-neu mice were purchased from Jackson Laboratories and acclimated for 2 weeks prior to start of the experiment. The mice were either placed on a basal AIN-76A diet (control group) or the same diet supplemented with 3 mmol BITC/kg diet. The diet was replaced every 3–4 days at the time of cage change. Mice were sacrificed at 33 weeks of age. PET/CT imaging was performed using an Inveon Preclinical Scanner (Siemens Preclinical; Knoxville, TN). Mice were injected with 100 ± 10 μCi 18F-FDG (IBA Worldwide, Dulles, VA) in 1 × phosphate-buffered saline (PBS) via the tail vein. Following a one-hour incubation period, mice were anesthetized with 5% v/v isoflurane with an O2 flow rate of 2 L/min for induction and 2–2.5% v/v with an O2 flow rate of 2 L/min for anesthetic maintenance during imaging. PET acquisition parameters: 300–600 second acquisition, 2DFBP reconstruction algorithm was used for data analysis, OSEM3D/MAP algorithm was used for final image files. CT acquisition was used as an attenuation map for PET reconstruction and for anatomical marking purposes. CT acquisition parameters: 150 second total imaging time in one-degree intervals over a 240-degree scanning path (Multi-bed acquisition, binning factor 4, X-ray source voltage=80 mV; current = 300 μA). All image acquisition and processing were performed using Inveon Acquisition Workplace and image analysis was performed on Inveon Research Workplace (Siemens Preclinical; Knoxville, TN). Volume-of-interest analysis was performed and Standardized Uptake Values by body weight and % ID/g value was obtained.
2.5. Determination of glucose uptake in breast cancer cell lines
MDA-MB-231 or SUM159 cells (1 × 105 cells/well) were seeded in 12-well plates in RPMI 1640 media containing 2.5 mM glucose and 2% FBS. After completion of BITC +/− AKTi treatment, 2-deoxyglucose was added to each well, and the plates were incubated at 37°C for 20 min. Further sample processing was performed according to the instructions provided by the manufacturer of the kit. The absorbance was measured at 405 nm by using a spectrophotometer.
2.6. Immunofluorescence microscopy for GLUT-1 expression
MDA-MB-231 or SUM159 cells (5 × 104 cells/well) were seeded on cover slips in 24-well plates, and treated with DMSO (control) or 2.5 μM BITC for 24 h followed by fixation and permeabilization with CytoFix/CytoPerm buffer for 20 min at room temperature. The cells were treated with blocking buffer containing 0.5% bovine serum albumin (BSA) and 0.15 % glycine in PBS for 1 h at room temperature. Cells were then incubated with anti-GLUT-1 (1:1000 dilution) antibody in blocking buffer overnight at 4°C. Cells were stained with Alexa Fluor 488-conjugated secondary antibody (1:2000 dilution) for 2 h at room temperature. The cells were stained with DAPI prior to mounting. Immunofluorescence was examined under a Leica DC300F fluorescence microscope. Experiment was done twice with consistent results and representative data from one such experiment is shown as mean ± SD (n = 3)
2.7. Western blotting
MDA-MB-231 or SUM159 cells were exposed to different concentrations of BITC for 6 and 12 h. In some experiments, MDA-MB-231 or SUM159 cells were treated with DMSO or 2.5 μM of BITC in the absence or presence of 200 nM AKTi for 24 h. The cells were washed with PBS and then lysates were processed for western blotting as described by us previously.16 Immunoreactive bands were visualized by enhanced chemiluminescence method.
2.8. Determination of lactate, pyruvate, and acetyl CoA levels
MDA-MB-231 or SUM159 cells (5 × 105 cells) were seeded in 6 cm dishes. After 24 h of BITC or DMSO treatment, supernatant was removed, followed by addition of 2 mL phenol red and FBS free media for 45 min. Released lactate was measured according to the manufacturers’ protocol. The absorbance was measured at 570 nm. Intracellular pyruvate level was measured according to the manufacturers’ protocol. Briefly, MDA-MB-231 or SUM159 cells (5 × 105 cells) were seeded in 6 cm dishes. After completion of BITC +/− AKTi treatment, pyruvate was measured at 570 nm. Acetyl CoA level was determined as recommended by the supplier of the kit. Fluorescence was measured at an excitation of 535 nm and emission of 587 nm.
2.9. Analysis of RNA-seq expression profile in The Cancer Genome Atlas (TCGA)
Association of AKT expression with that of key glycolysis genes (HKII, PKM2, and LDHA) was determined by RNA-Seq expression profiles in breast cancer TCGA data set using University of California Santa Cruz Xena Browser (http://xena.ucsc.edu/public-hubs/).
2.10. AKT kinase assay
Desired cells were exposed to 2.5 and 5 μM BITC for 6 and 12 h and then the lysates were prepared according to the manufacturers’ protocol. AKT kinase assay was performed as suggested by the manufacturer of the kit.
2.11. Immunohistochemistry
Mammary gland sections from control and BITC-treated MMTV-neu mice were deparaffinized and rehydrated. The sections were then quenched with 3% hydrogen peroxide followed by treatment for 60 min at room temperature with the desired primary antibody. The sections were incubated for 30 min at room temperature with Envision+ Dual Link (Dako-Agilent Technologies). A characteristic brown color was developed with 3,3’-diaminobenzidine. Stained sections were examined under a Leica DC300F microscope at 200 × magnifications. At least three non-overlapping representative images were captured from each section and analyzed using Aperio ImageScope v9.1 software (Aperio, Vista, CA) for GLUT-1 expression using membrane intensity algorithm and for p-Ser473-AKT level using positive pixel algorithm. Results for p-Ser473-AKT and GLUT-1 are expressed as H-score.16
2.12. Cell migration
MDA-MB-231 (2 × 105) or SUM159 cells (1 × 105) were suspended in serum-free medium and placed in triplicates on the upper compartment of Boyden Chamber containing 8 μm filter for migration assay. After 24 h of incubation with BITC or BITC in combination with AKTi, nonmotile cells were removed from the upper surface of the filter. The motile cells on the bottom face of the filter were fixed with methanol and stained with hematoxylin and eosin for 3–5 min. At least three regions were examined on each sample (magnification = 200 ×).
2.13. Clonogenic assay
MDA-MB-231 or SUM159 cells were seeded in 6-well plates in triplicates at a density of 500 cells/well. After overnight incubation, cells were treated with BITC or BITC in combination with AKTi, and the media was replaced with fresh medium containing treatment every 3rd day. After 10 days, colonies were stained with crystal violet (0.1% in 20% methanol).
2.14. Measurement of apoptosis
Apoptosis induction in cells following treatment with BITC +/− AKTi (MK-2206, AKT inhibitor) was determined by AnnexinV/PI binding assay as described by us previously.17
2.15. Statistical analysis
Statistical significance of difference in measured variables was determined by one-way analysis of variance (ANOVA) followed by Dunnett’s test or Newman-Keuls multiple comparisons test. Statistical significance of differences for 18F-FDG uptake, GLUT-1 puncta per cell, and H-score between control and BITC treated groups was determined by Student t-test. Difference was considered significant at P < 0.05. All statistical tests were done using GraphPad Prism version6.07 software.
3. RESULTS
3.1. BITC treatment increased 18F-FDG uptake in mammary tumors of MMTV-neu mice
Unbiased proteomic analysis of mammary tumors from control and BITC-treated MMTV-neu mice revealed changes in levels of proteins related to glycolysis, including GAPDH, PKM1/2, phosphoglycerate kinase, LDH, etc. (data not shown). These observations prompted us to determine whether BITC treatment alters glucose uptake. Figure 1A shows PET/CT images for a representative mouse of the control group and a mouse of the BITC treatment group. In two separate experiments, MMTV-neu mice placed on BITC-supplemented diet exhibited a significant increase in 18F-FDG uptake by the spontaneously developing mammary tumor as compared to mice fed basal diet (representative data from one such experiment is shown in Figure 1B). Consistent with PET/CT data, exposure of MDA-MB-231 cells to BITC resulted in an increase in glucose uptake that was statistically significant at 2.5 μM BITC concentration, which is pharmacologically relevant,18 in comparison with DMSO-treated controls (Figure 1C). These results indicated that BITC treatment caused an increase in 18F-FDG and glucose uptake by breast cancer cells in vivo and in vitro.
3.2. BITC treatment increased GLUT-1 expression in breast cancer cells
GLUT-1 plays an important role in the transport of glucose in cancer cells.19–20 We therefore raised the question of whether BITC treatment increased GLUT-1 expression to facilitate glucose uptake by breast cancer cells. As can be seen in Figure 2A, BITC-treated MDA-MB-231 and SUM159 cells exhibited a marked increase and punctate localization of GLUT-1 when compared to corresponding vehicle-treated control cells. The average number of GLUT-1 puncta/cell was significantly higher in BITC-treated cells than in control cells (Figure 2B). Immunoblotting confirmed induction of GLUT-1 protein upon treatment with BITC in comparison with control cells (Figure 2C). These results indicated that BITC-mediated increase in glucose uptake was likely due to increased expression of GLUT-1 protein.
3.3. BITC-mediated changes in glucose metabolism-related proteins
Next, we determined the effect of BITC treatment on expression of key cancer-relevant glucose metabolizing enzyme proteins, including HK II (which catalyzes the phosphorylation of glucose), PK-M2 (which converts phosphoenolpyruvate to pyruvate), LDHA (which catalyzes conversion of pyruvate to lactate), and PDH (which contributes to transformation of pyruvate to acetyl CoA), and the results are shown in Figure 3A. Most of these proteins are overexpressed in breast cancer and are considered prognostic biomarkers.21–23 The protein levels of HK II, PK-M2, and PDH were increased upon treatment of MDA-MB-231 and SUM159 cells with BITC when compared to control especially at the 2.5 μM concentration (Figure 3A). On the other hand, the protein level of LDHA was decreased in BITC-treated cells in comparison with vehicle-treated control cells (Figure 3A). Analyses of the glucose metabolism intermediates revealed an increase in levels of pyruvate and acetyl CoA but a decrease in lactate levels upon BITC treatment (Figure 3B–D). These results indicated that BITC treatment promoted conversion of glucose to pyruvate and acetyl CoA.
3.4. BITC treatment caused activation of AKT in breast cancer cells
AKT activation has been suggested to regulate glucose uptake by cancer cells.24 Analysis of the RNA-Seq data in the breast cancer TCGA (n = 1097 primary tumors) also revealed a significant positive association between expression of AKT1 and HKII (Pearson’s r = 0.1507; P < 0.0001) and PK-M2 (Pearson’s r = 0.2689; P < 0.0001) but not LDHA (Pearson’s r = −0.0298; P = 0.3240). We next proceeded to determine the effect of BITC on phosphorylation (activation) of AKT. BITC-treated cells exhibited increased phosphorylation of AKT at Thr308 and Ser473 sites especially at 12 h time point (Figure 4A). AKT kinase assay also indicated BITC-mediated activation of AKT (Figure 4B). Therefore, to further elucidate the role of AKT in promotion of aerobic glycolysis, the effect of its pharmacological inhibition on glucose consumption and pyruvate production was determined. As can be seen in Figure 4C, BITC-mediated AKT activation was abolished in the presence of AKTi (MK-2206). Increased glucose uptake (Figure 4D), GLUT-1 puncta/cell (Figure 5A), and intracellular pyruvate level (Figure 5B) resulting from BITC treatment was also significantly attenuated by MK-2206 treatment. Mammary tumor sections from control and BITC-treated MMTV-neu mice immunostained using anti-Ser473 phosphorylated AKT and anti-GLUT-1 antibodies and the results are shown in Figure 5C. Levels of both Ser473 phosphorylated AKT and GLUT-1 were higher in mammary tumors of BITC-treated mice (n = 4) in relation to control (n = 3), and the difference was statistically significant for GLUT-1 even with a small sample size (Figure 5D). These results indicated BITC-mediated increase in glucose uptake and conversion to pyruvate was dependent on AKT activation.
3.5. AKT activation negated BITC-mediated inhibition of migration and colony formation
Figure 6A shows migration potential of MDA-MB-231 and SUM159 cells in the presence of BITC and/or AKTi. Migration of both cell lines was inhibited significantly in the presence of BITC or AKTi alone (Figure 6B). However, the BITC-mediated suppression of MDA-MB-231 or SUM159 cell migration was augmented in the presence of AKTi (Figure 6B). Similarly, clonogenic assays revealed amplification of MDA-MB-231 and SUM159 cell growth inhibition in the presence of both BITC and AKTi (Figures 6C and 6D). In agreement with these results, apoptotic cell death resulting from BITC treatment was increased in the presence of AKTi (Figure 6E). These results indicated that AKT activation negated BITC-mediated inhibition of MDA-MB-231 and SUM159 cell migration and growth.
4. DISCUSSION
The glucose uptake by mammalian cells is facilitated by GLUT family members.19 Of the 14 isoforms, GLUT-1 is the primary mediator of glucose uptake by mammary cells.19 Analysis of tissue microarrays with cores of normal breast tissue, ductal hyperplasia, ductal carcinoma in situ, invasive ductal carcinoma, and lymph node metastases revealed membrane expression of GLUT-1 in normal and cancerous tissues.25 Interestingly, roughly 38% of the invasive ductal carcinoma showed GLUT1 expression that was significantly correlated with higher histologic grade, larger tumor size, loss of estrogen and progesterone receptors as well as triple-negative phenotype.25 In another study, GLUT-1 expression in breast cancer was associated with high proliferation and total histologic score.26 Knockdown of GLUT-1 in breast tumor cell lines resulted in decreased glucose transport and consumption and an opposite trend was observed upon its overexpression.27 The present study reveals that cancer chemopreventive phytochemical BITC increases glucose uptake and utilization by mammary cancer cells in vitro as well as in vivo. It is reasonable to postulate that breast cancer chemoprevention by BITC may be augmented by inhibition of glucose uptake. This premise is partly supported by the results shown herein where inhibition of glucose uptake by AKTi augments BITC-mediated suppression of cell migration and growth in vitro.
Glucose is eventually metabolized to pyruvate that is either converted to lactic acid by LDHA or to acetyl-CoA, and the later intermediate is used in the citric acid cycle for cellular respiration. The results of the present study indicate that BITC-treated breast cancer cells favor conversion of pyruvate to acetyl-CoA. BITC treatment not only increases intracellular level of pyruvate but also induces the expression of pyruvate dehydrogenase that is responsible for conversion of pyruvate to acetyl-CoA. Consistent with these results, intracellular levels of acetyl-CoA increase upon treatment of breast cancer cells with BITC. Because acetyl-CoA is the building of de novo lipogenesis, it would be interesting to determine whether BITC treatment increases fatty acid synthesis and/or oxidation.
We found that increased glucose uptake and utilization upon BITC treatment in MDAMB-231 and SUM159 cells is facilitated by AKT activation. In this context, it was shown recently that culturing MCF-7 breast cancer cells in high-glucose conditions promoted AKT phosphorylation and anchorage-independent growth.28 In the present study, we show that BITC treatment causes activation of AKT and its pharmacological inhibition abolishes glucose uptake and utilization promoted by BITC. Inhibition of AKT also augments anticancer effects of BITC, including suppression of cell migration/growth and apoptosis induction. These results indicate that AKT activation impedes anticancer effects of AKT at least in breast cancer cells.
It is important to point out that in contrast to the results of the present study, BITC treatment was shown to inhibit AKT in other types of cancer cells including non-small cell lung cancer and pancreatic cancer cells.29–30 However, BITC-mediated inhibition of AKT in these cell lines was observed at 10 and 20 μM concentrations.29–30 BITC is highly cytotoxic at these high concentrations at least in MDA-MB-231 and MCF-7 cells.31 Thus, the discrepancy between published results in other cancer types and our data is likely attributable to BITC dose as well as cell line-specific differences.
In summary, the present study reveals that BITC treatment causes activation of AKT kinase leading to increased glucose uptake and utilization in vitro and in vivo. We demonstrate further that anticancer effects of BITC (inhibition of cell migration and growth, and apoptotic death) are augmented by pharmacological inhibition of AKT.
ACKNOWLEDGEMENT
The authors thank Joseph D. Latoche for assistance with PET/CT, and Kamayani Singh for preparation of the manuscript. This study was supported by the National Cancer Institute grant CA129347 (to SVS). This research used the Animal Facility, the Flow Cytometry Facility, the In Vivo Imaging Facility, and the Tissue and Research Pathology Facility supported in part by a grant from the National Cancer Institute (P30 CA047904; Dr. Robert L. Ferris-Principal Investigator).
Abbreviations:
- ANOVA
analysis of variance
- AKTi
AKT inhibitor MK-2206
- BITC
benzyl isothiocyanate
- BSA
bovine serum albumin
- CT
computed tomography
- DAPI
4’,6-diamidino-2-phenylindole
- DMSO
dimethyl sulfoxide
- FBS
fetal bovine serum
- 18F-FDG
2-deoxy-2-(fluorine-18)-fluoro-D-glucose
- GAPDH
glyceraldehyde-3-phosphate dehydrogenase
- GLUT-1
glucose transporter 1
- HK II
hexokinase II
- LDHA
lactate dehydrogenase A
- MALDI-TOF/TOF
matrix-assisted laser desorption ionization-time of flight/time of flight
- MMTV-neu
mouse mammary tumor virus-neu
- PBS
phosphate-buffered saline
- PDH
pyruvate dehydrogenase
- PET
positron emission tomography
- PI
propidium iodide
- PK-M2
pyruvate kinase-M2
Footnotes
CONFLICT OF INTEREST
The authors declare that no conflict of interest exists.
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