The glucose transporter GLUT1 is required for ErbB2-induced mammary tumorigenesis
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Altered tumor cell metabolism is an emerging hallmark of cancer; however, the precise role for glucose in tumor initiation is not known. GLUT1 (SLC2A1) is expressed in breast cancer cells and is likely responsible for avid glucose uptake observed in established tumors. We have shown that GLUT1 was necessary for xenograft tumor formation from primary mammary cells transformed with the polyomavirus middle-T antigen but that it was not necessary for growth after tumors had formed in vivo, suggesting a differential requirement for glucose depending on the stage of tumorigenesis.
To determine whether GLUT1 is required early during mammary tumorigenesis, we crossed MMTV-NIC mice, which express activated HER2/NEU/ERBB2 and Cre recombinase, to Slc2a1 Flox/Flox (GLUT1Flox/Flox) mice to generate NIC-GLUT1+/+, NIC-GLUT1Flox/+, and NIC-GLUT1Flox/Flox mice. In addition, we evaluated effects of glucose restriction or GLUT1 inhibition on transformation in MCF10A-ERBB2 breast epithelial cells in three-dimensional culture. Finally, we utilized global gene expression profiling data of primary human breast tumors to determine the relationship between SLC2A1 and stage of tumorigenesis.
All of the NIC-GLUT1+/+ mice developed tumors in less than 200 days. In contrast, only 1 NIC-GLUT1Flox/Flox mouse and 1 NIC-GLUT1Flox/+ mouse developed mammary tumors, even after 18 months. Mammary gland development was not disrupted in NIC mice lacking GLUT1; however, epithelial content of mature glands was reduced compared to NIC-GLUT1Flox/+ mice. In MCF10A-ERBB2 cells, glucose restriction or GLUT1 inhibition blocked transformation induced by activated ERBB2 through reduced cell proliferation. In human breast cancers, SLC2A1 was higher in ductal carcinoma in situ compared to the normal breast, but lower in invasive versus in situ lesions, suggesting the requirement for GLUT1 decreases as tumors progress.
This study demonstrates a strict requirement for GLUT1 in the early stages of mammary tumorigenesis in vitro and in vivo. While metabolic adaptation has emerged as a hallmark of cancer, our data indicate that early tumor cells rely heavily on glucose and highlight the potential for glucose restriction as a breast cancer preventive strategy.
KeywordsGlucose GLUT1 Slc2a1 MMTV-NIC Breast cancer Mammary tumor HER2 ERBB2 Neu
Ductal carcinoma in situ
Flow-activated cell sorting
Human epidermal growth factor receptor family member 2
Invasive ductal carcinoma
Internal ribosome entry site
Mouse mammary tumor virus
Nicotinamide adenine dinucleotide phosphate
Positron emission tomography
Polyomavirus middle-T antigen
Short tandem repeat
It is well established that cancer cells require abundant glucose, not only to meet the energy demands of rapidly proliferating cells, but also to provide a carbon source for building blocks that generate nucleotides, proteins, cell membrane lipids, and reducing power in the form of NADPH. Glucose utilization by cancer cells has been studied for decades since Warburg’s initial observations in 1924 that tumors perform glycolysis even in the presence of abundant oxygen [1, 2]. Initially, it was thought that cancer cell mitochondria were dysfunctional and that the cells relied on glucose to provide ATP through glycolysis. Now we know that cancer cell mitochondria are capable of providing sufficient ATP through oxidative phosphorylation, and it has been suggested that the majority of glucose carbons are shunted from glycolysis to adjacent pathways for the purpose of generating amino acids, nucleotides, and fatty acids . The heightened cancer cell demand for glucose has been exploited in diagnostic procedures, which rely on positron emission tomography (PET) imaging of tumor tissues that have taken up 18F-fluoro-2-deoxyglucose (FDG) [4, 5]. PET scanning has been clinically useful for detecting recurring lesions as well as emergence of metastatic lesions, and increased FDG uptake has been associated with higher grade [6, 7], poorly differentiated tumors [8, 9], and high proliferation rates [8, 10] in breast cancer.
Glucose enters cells through various transporters including the GLUT family of facilitative transporters, the sodium/glucose co-transporters, and the recently discovered SWEET family ; however, only the role of the GLUT family has been extensively studied in cancer cells. There are 14 GLUT proteins in the human and 12 in the mouse . GLUT1, encoded by SLC2A1, is the predominant transporter overexpressed in tumors, including hepatic, pancreatic, esophageal, brain, renal, lung, cutaneous, colorectal, endometrial, ovarian, cervical, and breast, as well as head and neck tumors (reviewed in ). In addition to GLUT1, expression of GLUTs 2–5 has been observed in breast tumors, but levels of these transporters are variable (reviewed in ). In breast cancer, the extent of tumors positive for GLUT1 by immunohistochemistry varies from 42% to greater than 90% [7, 10, 14, 15, 16]. Although it is not clear when GLUT1 expression is increased during tumorigenesis, Alo et al. observed that 36% of typical/atypical hyperplastic breast tissue expressed GLUT1 and normal adjacent tissues were positive in 31% of cases, suggesting that overexpression of GLUT1 may occur early in the transformation process . Pinheiro et al. evaluated GLUT1 levels in 124 cases of breast cancer that were stratified by subtype, receptor status, and other molecular markers, and demonstrated that GLUT1 was associated with increased tumor size, higher tumor grade, higher rates of proliferation, and was predominately expressed in the basal subtype . GLUT1 expression was also associated with increased expression of carbonic anhydrase, perhaps reflecting the altered metabolism in these tumors . It is unclear whether GLUT1 levels correlate with FDG uptake, although PET scanning remains clinically important in the management of breast cancer [8, 18].
GLUT2 and GLUT3  have been detected in approximately 30% of invasive breast cancer tissues, and GLUT4 appears to be expressed in even fewer cases [19, 20]. GLUT12 was cloned from MCF7 cells  and was found to be expressed at relatively higher levels in mammary tumors compared to surrounding normal epithelial cells . There are conflicting reports of GLUT5 levels in breast cancer, with studies showing that GLUT5 is  and is not  overexpressed in primary breast cancer samples and cell lines.
Expression of GLUT1 is induced by hypoxia [25, 26], c-myc , and by Akt1 . A complex of hypoxia inducible factor 1α (HIF1α) and aryl-hydrocarbon receptor nuclear translocator (ARNT) has been shown to bind to the GLUT1 promoter and upregulate its expression . In addition, estrogen, acting through the estrogen receptor, has also been shown to induce GLUT1 levels in breast cancer cells . The majority of triple-negative breast cancers have high levels of GLUT1 as measured in tissue microarrays .
We previously showed that GLUT1 was the most abundantly expressed glucose transporter in cell lines derived from ERBB2/NEU-induced mouse mammary tumors and that shRNA-mediated reduction of GLUT1 in mouse mammary tumor cell lines decreased glucose uptake and proliferation without altering ATP levels . When these cells were grown as xenograft tumors, the growth rate of GLUT1 knockdown cells was approximately half of the controls, suggesting that GLUT1 and potentially glucose uptake were not critical to support the growth of tumors once they were established. These studies were extended using mammary epithelial cells isolated from mice bearing floxed alleles of Slc2a1 (referred to as GLUT1F/F) and transformed with polyomavirus middle-T antigen (PyMT) in vitro. Cre-mediated Slc2a1 excision completely prevented tumor formation when cells were grown as orthotopic xenografts. When Slc2a1 was excised after the cells had grown as tumors in vivo (i.e., when cells were cultured from control tumors and then treated with Cre recombinase), a decrease in tumor growth rates and glucose uptake was observed in the absence of GLUT1, but tumors formed. These studies suggested that GLUT1 expression and glucose uptake are early, obligate events for mammary tumor formation.
In the current study, we crossed the MMTV-NIC (mouse mammary tumor virus promoter-Neu-IRES-Cre) transgenic mouse line to GLUT1F/F mice . Here, we show that loss of one or both alleles of Slc2a1 from mammary epithelial cells expressing the active Neu oncogene prevented tumor formation. In addition, blocking GLUT1 or restricting available glucose led to decreased cell proliferation and suppressed features of transformation in MCF10A cells expressing a conditionally active human epidermal growth factor receptor 2 (HER2/NEU/ERBB2) construct (MCF10A-ERBB2). These studies confirm that restricting glucose uptake inhibits mammary tumorigenesis in ERBB2-induced models and support the development of preventive strategies for breast cancer based on targeting glucose metabolism.
Transgenic MMTV-NIC (Neu-IRES-Cre) mice were kindly provided by Dr. William Muller (McGill University, Montreal, Canada) and have been described previously . GLUT1Flox/Flox (GLUT1F/F) mice were generated by E. Dale Abel (University of Iowa, Iowa City, IA, USA) as described previously , and were backcrossed to the FVB genetic background using a speed congenic approach. All mice used in this study contained greater than 90% FVB alleles as determined by marker analysis (data not shown). Mice were housed in the Center for Comparative Medicine, with ad libitum access to food and water on a standard 12-h light/dark cycle. MMTV-NIC males were bred to GLUT1F/F females, and then NIC-GLUTF/+ males were bred to GLUT1F/+ females to generate NIC-GLUT1+/+, NIC-GLUT1F/+, and NIC-GLUT1F/F progeny. Female mice were palpated weekly for mammary tumors beginning at 8 weeks of age. The age of the mouse upon first palpable mammary tumor was recorded for Kaplan-Meier analysis. Tumor studies were carried out to 18 months. All animal studies were conducted in accordance with protocols approved by the Institutional Animal Use and Care Committee of the University of Colorado, Denver, USA.
Mammary whole mounts
Mammary whole mounts were performed as previously described using standard carmine-alum staining protocols .
Antibodies and immunohistochemistry
Tissues were fixed in 10% neutral-buffered formalin, and processed and embedded according to standard histologic protocols. Five-micron sections were stained with hematoxylin and eosin (H&E) or used for immunohistochemical analysis. The GLUT1 antibody has been described previously . Anti-Cre recombinase antibody was from Thermo Scientific, anti-Ki67 antibody was obtained from Dako, and anti-BrdU antibody was from Abcam. Cre recombinase and Ki67 were quantified by counting the number of positive cells out of the total number of mammary epithelial cells in one full, representative mammary gland section per mouse. BrdU staining was quantified by counting the number of positive cells out of the total cells per acinar structure in 3–4 paraffin-embedded sections per treatment, cut every 50 μm. GLUT1 and tumor area were quantified using the Aperio Digital Pathology system (Leica Biosystems).
MCF10A-ERBB2 cells were provided by Dr. Senthil Muthuswamy (Harvard Medical School) and cultured as described . Cells were authenticated by short tandem repeat (STR) analysis within 6 months of performing experiments. Cells were mycoplasma negative as determined by the MycoAlert Mycoplasma Detection Kit (Lonza). Matrigel was obtained from BD Biosciences and the ERBB2 construct was activated by addition of the BB homodimerizer (BD Biosciences) at a concentration of 500 nM. WZB117 was purchased from Sigma-Aldrich. The size of MCF10A-ERBB2 acinar structures under different culture conditions was determined at indicated times by capturing digital images of the colonies using a 4× objective on a Nikon Eclipse Ti microscope. Volumes were calculated from measured diameters and NIS Elements AR software. Matrigel-embedded acinar structures were incubated with 0.25 mg/mL BrdU (Sigma Aldrich) for 1 h, fixed in 4% paraformaldehyde, embedded in Histogel (Thermo Scientific), and embedded in paraffin for immunohistochemical analysis.
All females were in estrus at sacrifice, as determined by examination of cells from vaginal lavage. Whole inguinal (#4) mammary glands were dissected and digested at 37 °C for 4 h in 1 mg/mL collagenase B (Roche) and 0.5 mg/mL hyaluronidase (Sigma Aldrich) with gentle shaking. Dissociated cells were washed and filtered through a 50-μm cell strainer before incubating with antibodies. All antibodies for flow cytometry were purchased from BioLegend. Antibodies to CD31, CD45, and TER119 were conjugated to Pacific Blue. Additional antibodies used were Alexa-fluor 488 anti-CD24, APC anti-CD29, and PE anti-CD61. Samples were analyzed on a Galios (Beckman Coulter). Analysis was performed with Kaluza Analysis Software (Beckman Coulter).
RNA isolation and quantitative PCR analysis
RNA was isolated from acinar structures using Qiazol (Qiagen). One microgram of total RNA was reverse transcribed using the Verso cDNA synthesis kit (Thermo Scientific). Quantitative polymerase chain reaction (PCR) was performed as previously described , using Taqman primers and probe to SLC2A1 (Life Technologies).
Human data analysis
The gene expression data from normal breast, ductal carcinoma in situ (DCIS), and invasive ductal carcinoma (IDC) samples are publicly available in dataset GSE59246. Raw data and annotation files from this dataset were downloaded and samples were sorted by tissue type. Log2 transformed expression of SLC2A1 was plotted based on tissue type and analyzed using unpaired t tests to compare DCIS to normal breast and IDC to DCIS.
Tumor latencies are shown as Kaplan-Meier survival curves. Because only one animal in the NIC-GLUT1F/+ and NIC-GLUT1F/F groups developed a tumor, we were unable to define a median survival time for these groups and we were insufficiently powered to perform robust statistical analyses. For all analyses, we used D’Agostino and Pearson omnibus normality test, and then unpaired t tests or non-parametric tests depending on whether data were normally distributed or not. When variances were found to be unequal, this was accounted for in the t test using a Welch’s correction. If sample sizes were too small to assess normality, we performed non-parametric tests. The level of significance for all tests was set at 0.05.
GLUT1 loss prevents mammary tumor formation without disrupting normal cell growth
To determine whether GLUT1 excision interfered with the development of the mammary ductal tree, we evaluated epithelial structures in whole mounted mammary glands and H&E sections from mature (4–6 months of age), nulliparous female mice. In both NIC-GLUT1F/+ and NIC-GLUT1F/F mice, we observed fully developed mammary glands. NIC-GLUT1F/+ mice appeared to have increased epithelial content that appeared like alveolar buds along ducts, which could also represent hyperplasia, but no tumors were observed (Fig. 1b and d). In NIC-GLUT1F/F mice, we observed lower epithelial content compared to NIC-GLUTF/+, and no tumors (Fig. 1c and e). In mammary gland sections, we found that NIC-GLUTF/+ mice had areas of dense epithelium (Fig. 1f), consistent with what we observed in whole mounts (Fig. 1b and d), but this was not seen in NIC-GLUT1F/F glands (Fig. 1g). In fact, NIC-GLUT1F/F glands more closely resembled those of wild-type FVB mice (Fig. 1h) than those of NIC-GLUT1F/+ (Fig. 1f) or NIC-GLUT1+/+ (Fig. 1i) mice. Thus, Cre-mediated excision of Glut1 in the adult mouse mammary gland does not appear to disrupt ductal elongation or branching.
Reduced mammary epithelial cell proliferation in the absence of GLUT1
GLUT1 levels increase in early cancer cells and decrease as mammary tumors progress
To extend these observations to human breast tumors, we evaluated SLC2A1 expression in the normal breast, DCIS, and IDC samples from a publicly available gene expression dataset. SLC2A1 expression was elevated in DCIS compared to normal breast samples, although the latter group contained only three samples. In contrast, SLC2A1 expression was modestly but significantly reduced in IDC compared to DCIS tissues. This is consistent with an early requirement for GLUT1 that may decrease as breast tumors progress (Fig. 4f).
Loss of GLUT1 influences mammary epithelial cell composition
The hierarchy of mammary stem cells has been well characterized (reviewed in ). Cells expressing CD24, with low levels of CD29 (CD24+CD29lo) are thought to comprise the mature luminal cell type, while the CD24+CD29hi population contains mammary stem cells. The surface marker CD61 (β1-integrin) is expressed in ductal or alveolar progenitor cells, and is lost as these cells mature . We used flow-activated cell sorting (FACS) analysis to identify changes in mammary epithelial cell populations in NIC-GLUT1 transgenic mice and in wild-type FVB mice, using CD24, CD29, and CD61. Overall, we did not identify significant differences resulting from GLUT1 loss in CD24+/CD29hi cells (Fig. 5f), nor did we detect significant differences in the luminal progenitor CD24+/CD29lo/CD61+ population (Fig. 5g). The MMTV promoter is reported to be expressed in luminal progenitor cells ; however, we did not see a depletion of this cell type consistent with it being eliminated from the gland.
GLUT1 inhibition or glucose restriction blocks ErbB2-induced proliferation in vitro
In this study we have demonstrated that GLUT1 is required for tumor formation in a mouse model of Neu-induced mammary tumorigenesis. While it has been long appreciated that GLUT1 is overexpressed in mammary tumors, it is unclear when expression increases relative to normal breast. It has been suggested that GLUT1 levels increase with tumor size and reflect tumor hypoxia . In addition, activated oncogenes such as Src, ERBB2, Akt, Ras, and Myc can drive expression of GLUT1 even under normoxic conditions. In our examination of the early preneoplastic lesions from NIC-GLUT1+/+ mice, GLUT1 levels were high in almost all cells and these cells also expressed Cre recombinase, which we used as a surrogate for expression of the Neu transgene (Fig. 4). As tumor size increased, GLUT1 levels decreased, with approximately 30% of tumor cells expressing high amounts of GLUT1 based on immunohistochemistry. Changes in SLC2A1 expression from human tissues are similar; DCIS expressed higher SLC2A1 than the normal breast, but levels were lower in IDC lesions (Fig. 4). These data are consistent with our previous work, which demonstrated that Slc2a1 knockdown or Cre-mediated excision from mammary tumor cell lines that had grown as tumors in vivo only reduced tumor growth by 50% . Conversely, when Slc2a1 was excised from PyMT-transformed mammary epithelial cells prior to orthotopic xenograft injection, no tumors formed . The decreased expression of GLUT1 in larger tumors suggests that the requirement for GLUT1 and glucose may change as the tumor progresses; however, the continued use of PET scanning demonstrates that glucose is still utilized by advanced tumors.
In this study, we found that loss of a single copy of Slc2a1 is sufficient to prevent tumorigenesis (Fig. 1). A growing number of studies have been reported using the NIC mice and none have observed haplo-insufficiency for genes required for Neu-induced mammary tumorigenesis. Genes examined for their role in ERBB2-mediated mammary tumorigenesis include ShcA , β-catenin , Bcl3 , hexokinase II , DOCK1 , LKB1 , 14-3-3σ , STAT1 , and specific isoforms of phosphatidylinositol 3’-kinase . The haplo-insufficiency observed in our study indicates a strong requirement for GLUT1 and glucose in mammary tumorigenesis. This may not be surprising given the nature of GLUT1 deficiency syndrome (GLUT1-DS), an autosomal dominant haplo-insufficiency disorder that results from decreased glucose transport to the brain . Patients with GLUT1-DS display motor and developmental delays, infantile onset of drug-resistant seizures, and deceleration of head growth resulting in acquired microcephaly, ataxia, and dystonia, . Patients have decreased glucose levels in cerebrospinal fluid with normal blood glucose levels. Our studies would suggest that GLUT1-DS patients may be naturally resistant to many types of cancer.
In our model, one NIC-GLUT1F/+ and one NIC-GLUT1F/F mouse developed mammary tumors. The tumors from the NIC-GLUT1F/+ mouse expressed Cre and GLUT1 (Fig. 2), suggesting that, in this mouse, Slc2a1 haplo-insufficiency did not occur, and that there may have been early changes in tumor metabolism that overcame the loss of one Slc2a1 allele. Interestingly, all of the tumors from the NIC-GLUT1F/F mouse expressed nuclear Cre; however, none expressed GLUT1. The tumors in this mouse may harbor mutations in metabolic genes that allow progression in the absence of GLUT1. Our future studies will address the possibility of a compensatory increase in other glucose transporters as well as potential novel mutations in metabolic genes that allow tumors to emerge without upregulating GLUT1.
Strong nuclear Cre expression was not observed in non-tumor-bearing mammary glands from NIC-GLUT1F/+ or NIC-GLUT1F/F mice (Fig. 5). This suggests that, once the HER2/ERBB2/Neu oncogene is expressed, the requirement for GLUT1 may not be met even with the loss of one allele. These cells may die, or may undergo senescence and be overgrown by other cell types in the mammary epithelium. We attempted to identify differences in the luminal cell populations within these mammary glands using FACS analysis; however, we were unable to demonstrate a reduction in the luminal progenitor cell population. It is possible that the targets of transformation in MMTV-NIC mice are indicated by alternative cell markers than those we evaluated.
To extend our in vivo observations, we examined the effects of GLUT1 inhibition or glucose restriction on acinar size in ERBB2-overexpressing MCF10A cells (Fig. 6). The MCF10A-ERBB2 cell line is well characterized and forms structures reminiscent of normal mammary epithelial structures when grown in a 3D matrix. After ERBB2 dimerization is induced, these structures proliferate and invade, much like breast cancer lesions in patients . Inhibition of GLUT1 using a small molecule inhibitor or glucose restriction in the culture media suppressed ERBB2-induced transformation of MCF10A cells, measured by increased acinar size. This suggests that it is a decrease in glucose entering tumor cells, rather than the presence of GLUT1 itself, that suppresses tumorigenesis. These results are consistent with those reported in the HMT-3522 breast cell lines. This series includes non-malignant (S1) and malignant (T4-2) breast cells derived from a single reduction mammoplasty. In this model, GLUT1 levels were not different between S1 and T4-2 cells, but GLUT3 increased dramatically in malignant compared to benign cells . In addition, GLUT3 inhibition as well as glucose restriction prevented the formation of proliferative, non-polarized acinar structures . Together, our data from MCF10A-ERBB2 cells and the previously published study performed on HMT-3522 cells implicate a role for glucose in the process of breast epithelial transformation and underscore the importance of elucidating how cancer cell metabolism changes during tumor progression to develop optimal therapies.
The utility of targeting GLUT1 in the treatment of cancer has been explored by other investigators. Rastogi et al. demonstrated that treatment of two established breast cancer cell lines, MCF7 and T47D, with anti-GLUT1 antibody in vitro caused up to a 75% reduction in proliferation . Antisense RNA targeting GLUT5 has proved effective against two breast cancer cells lines expressing this transporter . Small molecule inhibitors specific for GLUT1, including WZB117 which we have utilized in our studies, have been identified , as have inhibitors for other transporters such as GLUT5 . These molecules offer the opportunity to selectively target specific transporters as part of single or combination therapies.
Clearly our studies have utilized a single mouse model, although it does express an oncogene that is relevant to human breast cancer. We will extend these studies to other mouse models of mammary tumorigenesis dependent upon other oncogenes or tumor suppressor genes. In addition, we are interested in determining whether mouse models of other types of cancer (e.g., lung, head, and neck) are also dependent upon GLUT1.
There is an abundance of literature on cancer cell metabolism reporting that tumor cells are similarly addicted to glutamine, and that glutamine can replace glucose to meet the bioenergetic and biosynthetic needs during cell growth [56, 57, 58, 59, 60, 61, 62]. Many of these studies were conducted using established cell lines that have been in culture for years, if not decades, and heavy-atom nutrient tracers to follow glutamine utilization. While these studies are informative, it is possible that primary tumor cells in vivo have different metabolic requirements than established cell lines. Indeed, it was recently reported that Ras-driven non-small-cell lung cancer displays marked differences in metabolism when grown as orthotopic xenografts as compared to two-dimensional culture . Specifically, cells grown in vitro utilized glucose and glutamine for carbon building blocks, while cells grown in vivo appeared to rely almost exclusively on glucose . Moreover, none of the studies on glutamine address whether it can meet the metabolic needs of the cells during the initial stages of tumorigenesis. Our study suggests that, in the absence of GLUT1 and glucose uptake, early transformed cells may not be able to use glutamine to meet their proliferative demands. Cells within a newly formed tumor may be metabolically inflexible, and the ability to use other carbon sources may change as the tumor progresses in the host environment. This would suggest that a preventive strategy could be taken focused entirely on modulating glucose uptake and metabolism at the earliest stages of tumorigenesis.
In conclusion, our data clearly indicate an important and unique role for the GLUT1 transporter, and by extension glucose, in the earliest stages of Neu-induced mammary tumorigenesis in vivo, which cannot be replaced by other transporters or carbon sources. Despite our increased understanding of various carbon sources and biochemical pathways that can contribute to the altered metabolism observed in tumor cells, it appears that glucose metabolism remains central to the beginnings of tumor development. These other pathways and carbon sources may become increasingly important as tumors evolve; however, glucose appears to be uniquely important in the initial stages of tumorigenesis. Furthermore, this unique role for glucose suggests the potential for chemoprevention strategies that restrict available glucose or block tumor glucose uptake.
Altered tumor cell metabolism has emerged as a hallmark of cancer . Many studies have identified novel metabolic networks and substrates that support the proliferation of established cancer cells in culture. Our data show, in a conditional mouse model, that the glucose transporter GLUT1 is required for the formation of mammary tumors and for robust ERBB2-induced proliferation in a 3D model of malignant transformation. This study indicates that early tumor cells have not acquired the ability to utilize alternative substrates for growth, and highlights the potential to focus on glucose restriction as a preventive strategy for breast cancer.
Analysis of FVB allelic markers for speed congenics and the genetic background of study animals was conducted by the Molecular Biology Service Center of the Barbara Davis Center for Diabetes at the University of Colorado Anschutz Medical Campus. We thank Senthil Muthuswamy for the MCF10-ERBB2 cells.
This research was supported by RO1 CA138482 and a grant from the Cancer League of Colorado awarded to SMA. EAW was supported by the Nutrition and Obesity Research Center and the Cancer League of Colorado. We acknowledge support provided by the Research Pathology Shared Resource and the Flow Cytometry Shared Resource of the University of Colorado Cancer Center which is supported by the National Cancer Institute through the Cancer Center Support Grant P30CA046934.
Availability of data and materials
The dataset analyzed for the current study is available through the NCBI Gene Expression Omnibus, GSE59246. The data can be found here: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59246.
EAW performed mouse studies, assembled data, and drafted the manuscript. ASL and SJ performed mouse studies and immunohistochemistry analyses. JFS and CAS assisted with flow cytometry studies. KLT performed cell culture studies. EDA and WMJ provided mouse models and critically reviewed the manuscript. SMA designed the study and edited the manuscript. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent for publication
Ethics approval and consent to participate
All animal studies were approved by and conducted in accordance with the University of Colorado, Denver IACUC. Human data were obtained from the Gene Expression Omnibus (GEO) database.
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