Cancer-associated fibroblasts enhance pancreatic cancer cell invasion by remodeling the metabolic conversion mechanism
- Tao Shan
- Shuo Chen
- Xi Chen
- Wan Run Lin
- Wei Li
- Jiancang Ma
- Tao Wu
- Xijuan Cui
- Hong Ji
- Yiming Li
- Ya'an Kang
- Published online on: February 28, 2017 https://doi.org/10.3892/or.2017.5479
Copyright: © Shan et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
Pancreatic cancer is the fourth leading cause of cancer-related deaths in the US, with 46,420 estimated new cases and 39,590 estimated deaths each year (1). Even patients who undergo surgery for localized disease show a 5-year survival rate of only ~20% (2). Therefore, it is important to determine the mechanism of pancreatic cancer progression and develop new treatments.
Tumor progression depends on microenvironmental interactions (3,4). Cancer-associated fibroblasts (CAFs) are the most important host cells in the micro-ecological environment. They are formed from cells of different origins and can be derived from the differentiation of quiescent fibroblasts, epithelial, endothelial and mesenchymal stem cells. These cells play an important regulatory role in tumor occurrence and development (5).
Metabolic reprogramming is considered to be a hallmark of tumor cells (6). Aerobic glycolysis, known as the Warburg effect, is a characteristic metabolic feature of cancer cells (7). Recent studies have found that fibroblasts are forced into glycolysis, a phenomenon known as the ‘anti-Warburg effect’, since the changes in cell metabolism occur in stromal cells rather than in tumor cells (8). This change in cell metabolism may be associated with tumor progression (9). According to previous studies (10–12) in co-cultured cancer cell and fibroblast models, the mitochondrial mass in tumor cells is significantly increased compared to that in a separate cultured model. Since co-culture with fibroblasts can more accurately reflect the tumor microenvironment, the Warburg effect may not occur in in vitro experiments. Furthermore, treating tumor cells with lactate also significantly improves the mitochondrial mass, indicating a parasitic relationship between tumor cells and fibroblasts, with the tumor cells acting as ‘parasites’. After modification, the stromal cells are forced to glycolysis, providing aerobic oxidation to the tumor cells. In the pancreatic cancer microenvironment, it remains unclear whether there is a metabolic coupling mechanism between the cancer cells and CAFs. In the present study, we extracted pancreatic CAFs and evaluated the ability of these cells to promote pancreatic cancer progression from a metabolic perspective.
Materials and methods
The glucose detection checkerboard and lactic acid checkerboard were obtained from the Jiancheng Institute of Biological Engineering (Nanjing, China). RIPA cracking liquid kits were purchased from Biyuntian Biological Co., Ltd. (Shanghai, China). Dimethyl sulfoxide was obtained from Sigma Co., Ltd. (Beijing, China). Dulbecco's modified Eagles medium (DMEM) and fetal bovine serum (FBS) were purchased from HyClone (Logan, UT, USA). Transwell chambers were purchased from Millipore (Billerica, MA, USA). Matrigel and the One-Step RT-PCR kit were purchased from BD Biosciences (Franklin Lakes, NJ, USA). LDHA, PKM2, monocarboxylate transporter 1 (MCT1), SDH, fumarate hydratase (FH), matrix metalloprotease (MMP)-2 and MMP-9 and β-actin antibodies were purchased from Santa Cruz Biotechnology (Santa Cruz, CA, USA). The MCT1-specific blocker was from Sigma.
Cell cultures and treatments
Human pancreatic cancer cells [BxPc-3, Panc-1; obtained from the American Tissue Type Collection (ATCC; Manassas, VA, USA)] were maintained in DMEM supplemented with penicillin (100 U/ml), streptomycin (100 µg/ml), 0.1 mM nonessential amino acids, 0.2 mM glutamine, 1 mM pyruvate, and 10% heat-inactivated FBS and incubated in 5% CO2 humidified atmosphere at 37̊C. Cells were grown to 80% confluence. In the invasion and migration experiments, the cells were cultured in DMEM without FBS.
CAF cell separation, culture and purification
Normal fibroblast (NF) and CAF cells were derived from patients with pancreatic cancer and pancreatic trauma from the Second Affiliated Hospital of Xi'an Jiaotong University. All patients were newly diagnosed and had not received any relevant treatment prior to surgery. Informed consent was obtained from all patients prior to obtaining the specimens. Fibroblast isolation was conducted as previously described (13). First, the tissue was trimmed to 1×1×1 mm and washed gently with phosphate-buffered saline (PBS) three times (5 min each). Next, the tissues were washed once with the medium and placed in fresh cell cultural medium containing 15% fetal calf serum, 2 mM L-glutamine and 10% penicillin. The tissue was cut with a sterile scalpel blade and sections of cells were gently scraped with a blunt blade. The cells were cultured in an incubator for 3–5 days at 37̊C and 5% CO2. The medium was replaced once and every three days thereafter; after 14 days, the cells fully covered the Petri dish. When the cell density reached 80–90%, the cells were digested with trypsin and regenerated at a rate of 1:3. The CAFs and NFs used in the experiment were the 3rd and 5th generations of cells cultured in vitro, respectively, and showed no obvious aging phenotype.
Medium preparation of pancreatic CAFs and NFs
CAFs were added to 6-well plates at a density of 1.5×105/ml and rinsed with PBS after 24 h. The medium was replaced with serum-free medium and cultured for 48 h, after which the culture broth was collected and centrifuged to remove the cells and debris; the supernatant obtained was the CAF conditioned medium. These samples were stored at 4̊C. The conditioned medium of NFs was collected in the same manner.
Indirect co-culture model of CAFs and pancreatic cancer cells
The pancreatic cancer cells BxPc-3 and Panc-1 were added to Petri dishes at a density of 1.5×105/ml; after 24 h, CAF-CM was added and the cells were cultured for 48 h. Cells in PBS or serum-free medium were used as controls. An inverted phase contrast microscope was used to observe the morphology and growth of pancreatic cancer cells in each Petri dish. Proteins were extracted from the cells.
Cell migration assay
Cell migration capability was evaluated using a scratch test. First, 10×105 BxPc-3 and Panc-1 cells were seeded into 1.5 ml media in each well of a 24-well plate. The cells were grown to a confluent layer (48 h), and then, a scratch was made in each well using a pipette tip. Subsequently, the cells were washed gently with PBS, and then culture broths of CAFs and NFs were added to the respective wells. An image was captured at time point 0. The cells were then incubated at 37̊C in 5% CO2 and images were acquired after 24 h. The 24 h time point was chosen to decrease the potential impact of proliferation on the closing of the scratch. ImagePro Plus 5.0 from the NIH (Bethesda, MD, USA) was used to standardize the results.
Cell invasion assay
Cell invasion was examined using Transwell assays. Following incubation for 48 h, 3×104 cells were transferred to the top of the Matrigel-coated invasion chambers (BD Biosciences) in serum-free DMEM. DMEM containing 10% FBS was added to the lower chamber. After 24 h, the non-invading cells were removed and the invading cells were fixed using 95% ethanol, stained with 0.1% crystal violet, and photographed at a magnification of ×100 under an inverted phase contrast microscope (Olympus CKX31/41; Olympus, Tokyo, Japan). The experiments were repeated three times.
Glucose uptake assay
According to Fischer et al (14) the glucose uptake rate is reflected by the amount of [3H]-2DG taken up by the cells. After 24 h in serum-free culture, the medium was changed to low-sugar DMEM, 37 kBq/ml [3H]-2DG was added, and the cells were cultured for another 24 h. After digestion, the small fraction of cells remaining was counted and other cells were lysed in 0.5 M NaOH for 15 min; the same volume of 0.5 M hydrochloric acid was added for neutralization. The dpm value in the cell lysate solution was examined using a microplate reader. [3H]-2DG intake by the cells was calculated as follows: Total cellular radioactivity - non-specific binding radioactivity)/24 h.
Lactic acid detection in the cell culture medium
Cells in the 12-well plate were washed once with PBS, the medium was replaced with phenol-free red medium, and the cells were cultured for 20 h. The supernatant was collected according to the instructions of the lactic acid detection kit. Lactic acid content was examined using a DRY-CHEM FDC3500 analyzer (Fuji, Tokyo, Japan); additionally, digested cells were counted. The result reflected the amount of lactic acid generated/106 cells.
Mitochondrial activity detection
After culturing the NF and CAF cells for 24 h, the solution was used to culture pancreatic cancer cells for 24 h. Cells grown in PBS or serum-free medium were used as blank controls. Fresh DMEM containing mitochondrial fluorescent probes (1:200) was added at 500 µl/well and incubated for an additional 30 min. The cells were stored and produced in a darkroom and immediately observed using an inverted fluorescence microscope.
Total RNA was extracted from the cells using TRIzol reagent. In total, 2 µg RNA was reversed-transcribed into first-strand cDNA using the RevertAid First Strand cDNA Synthesis kit (Thermo Scientific, Waltham, MA, USA). PCR primer sequences were as follows: MMP-2 forward primer, 5′-TGGTCCTGGTGCTCCTGGTG-3′ and reverse primer, 5′-GCTGCCTGTCGGTGAGATTGG-3′; MMP-9 forward primer, 5′-TGGTCCTGGTGCTCCTGGTG-3′ and reverse primer, 5′-GCTGCCTGTCGGTGAGATTGG-3′; LDHA forward primer, 5′-CCAACATGGCAGCCTTTTCC-3′ and reverse primer, 5′-TCACGTTACGCTGGACCAAA-3′; PKM2 forward primer, 5′-ATTATTTGAGGAACTCCGCCGCCT-3′ and reverse primer, 5′-ATTCCGGGTCACAGCAATGATGG-3′; MCT1 forward primer, 5′-TCGGTATCTTTGGATGGAGAGG-3′ and reverse primer, 5′-TGGTAACTTCATTTGGCTTCCC-3′; SDH forward primer, 5′-CGGAAGAGTGTATGGACCA-3′ and reverse primer, 5′CGACGTAGTCCTTGTTGAC-3′; FH forward primer, 5′-GCGGATCCGGACATTGAGT-3′ and reverse primer, 5′-CGAATTCTCACTTTGGACCCA-3′; β-actin forward primer, 5′-ATCGTGCGTGACATTAAGGAGAAG-3′ and reverse primer, 5′-AGGAAGGAAGGCTGGAAGAGTG-3′. The PCR conditions were as follows: an initial reaction at 42̊C for 1 h was used for cDNA synthesis, followed by denaturation at 94̊C for 5 min and 22 cycles of the following reactions: 94̊C for 30 sec, 55̊C for 30 sec and 72̊C for 30 sec. After the final cycle, the reaction was amplified at 72̊C for 10 min. The housekeeping gene β-actin was used as an internal reference.
In total, 5×105 cells in the logarithmic growth phase were added to 0.5 ml of pre-chilled cell lysis buffer and incubated on ice for 30 min. After centrifugation, the supernatant was collected and the protein contents were measured. The proteins were separated by 10% SDS-PAGE and blotted onto a nitrocellulose membrane by semi-dry transfer. Next, the membrane was immersed in Tris-buffered saline with Tween-20 containing 5% skim milk for blocking followed by overnight incubation with the primary antibody at 4̊C. On the following day, the membrane was incubated with the secondary antibody conjugated to horseradish peroxidase at 1:2,000 dilution (Santa Cruz Biotechnology) at room temperature for 2 h, and then an enhanced chemiluminescence kit (Amersham Pharmacia Biotech, Amersham, UK) was used for staining. The membrane was photographed and the results were analyzed.
Each experiment was repeated at least three times. The data are expressed as mean ±SD and analyzed using the Student's t-test. P<0.05 indicates a statistically significant difference.
Preliminary identification of pancreas CAFs and NFs
After 10 days, cell morphology was observed using an inverted phase contrast microscope, and NFs and CAFs both showed a spindle shape (Fig. 1). The CAFs were spindle- or fusiform-shaped, had inconsistent sizes, showed dense growth and exhibited a disordered arrangement. For NFs, the cells showed multiple flat stellate shapes with similar cell sizes, were arranged in the same direction, and had a radially outward appearance (Fig. 1A). Transmission electron microcopy observations showed that CAFs had large cell nuclei, were evenly colored, and contained one or two nucleoli. In the cytoplasm, a large number of rough endoplasmic reticulum, mitochondria, and bundles of parallel subcapsular filaments were observed. For NFs, the cells had an irregular cell nucleus, were rich in rough endoplasmic reticulum in the cytoplasm, and had no filaments (Fig. 1B). Immunohistochemical results of CAFs showed that vimentin and α-smooth muscle actin expression was positive. In NFs, vimentin showed positive expression, whereas α-smooth muscle actin expression was negative (Fig. 1C and D).
Preliminary identification of pancreas cancer-associated fibroblasts (CAFs) and normal fibroblasts (NFs). (A) The CAFs showed dense growth, and were disorderly arranged. For NFs, the cells were arranged in the same direction, and had a radially outward appearance. (B) TEM observations showed that CAFs had large cell nuclei, and contained one or two nucleoli. For NFs, the cells had an irregular cell nucleus. (C and D) Immunohistochemical results of CAFs showed that vimentin and α-smooth muscle actin (α-SMA) expression was positive. In NFs, vimentin showed positive expression, while α-SMA expression was negative.
CAF glycolytic metabolism
According to previous studies, CAF cells exhibit the ‘Warburg effect’, similarly to tumor cells; lactate is produced, secreted and absorbed by tumor cells to synthesize anabolic biomass to facilitate the rapid proliferation of tumor cells. In order to determine whether glycolysis occurs in CAFs, we examined the lactate levels of glucose uptake in the culture medium. The results demonstrated that glucose uptake and lactate production in CAFs were significantly increased compared to that in NFs (Fig. 2A and B). To further verify the change in glycolysis in CAFs, RT-PCR was conducted to detect the mRNA expression of the CAF glycolytic enzymes lactate dehydrogenase (LDHA) and pyruvate kinase m2 (PKM2). The results showed that LDHA and PKM2 were highly expressed in CAFs (Fig. 2C and E). The western blotting and PCR test results were consistent: LDHA and PKM2 protein expression in CAFs was higher than that in the control group (Fig. 2D and F). These results further confirmed that in vitro, glycolysis occurs in CAFs.
CAF glycolytic metabolism. (A and B) Glucose uptake and lactate production in cancer-associated fibroblasts (CAFs) were significantly increased compared to that in normal fibroblasts (NFs). (C and D) PCR and western blot results showed that LDHA and PKM2 mRNA and protien were highly expressed in CAFs. (E and F) Results of statistical analysis. The results relative to control cells are presented as a standard ratio; *P<0.05 by t-test.
Enhanced oxidative phosphorylation activity in pancreatic cancer cells after co-culture
In order to explore whether the capacity of aerobic oxidation is strengthened in cancer cells after co-culture, we observed the fluorescence intensity in the mitochondria of cancer cells by fluorescence microscopy. After co-culture, pancreatic cancer cell mitochondrial activity in the CAF group was higher than that in the NF group and cells cultured alone (Fig. 3A). The western blot results showed that in cancer cells, SDH, FH and MCT1 protein expression in the CAF group was higher than that in the NF group and for cells cultured alone (Fig. 3B and C). This indicates that a CAF (glycolysis)-cancer cell (aerobic oxidation) metabolic coupling mode exists.
Enhanced oxidative phosphorylation activity in pancreatic cancer cells after co-culture. (A) After co-culture, pancreatic cancer cell mitochondria activity in cancer-associated fibroblasts (CAFs) was higher than that in normal fibroblasts (NFs) and cells cultured alone. (B and C) Western blot results showed that in cancer cells, SDH, FH and MCT1 protein expression in the CAF group was higher than that in the NF group and cells cultured alone; *P<0.05.
CAFs promote the migration of pancreatic cancer cells in vitro
In order to determine whether CAFs promote the migration of pancreatic cancer cells, an indirect co-culture model was developed for 48 h, and the influence of CAFs on cancer cell migration was examined in a scratch test. The results showed that compared with that in the CAF-CM group, PBS alone or NF-CM induced the migration abilities in the BxPc-3 and Panc-1 cells (Fig. 4). This indicates that CAFs enhance the migration of pancreatic cancer cells in vitro.
Cancer-associated fibroblasts (CAFs) promote the migration of pancreatic cancer cells in vitro. Scratch tests showed that compared with that in the CAF-CM group, PBS alone or NF-CM induced migration abilities in the BxPc-3 and Panc-1 cells. This indicates that CAFs enhance the migration of pancreatic cancer cells in vitro. CAF-CM, cancer-associated fibroblast-cultured medium; NF-CM, normal fibroblast-cultured medium.
CAF promotes the invasion of pancreatic cancer cells in vitro
In order to detect the influence of CAFs on pancreatic cancer cell invasion, we first adopted an indirect co-culture model and processed the cells for 48 h, after which a Transwell assay was used to examine cell invasion capability. The results showed that the number of cells penetrating the CAF-CM group was significantly increased compared to that in the PBS or NF-CM groups (Fig. 5), indicating that CAF enhances the invasive ability of pancreatic cancer cells.
CAF promotes the invasion of pancreatic cancer cells in vitro. The study first adopted indirect co-culture model and process for 48 h and then used the Transwell assay to examine cell invasion capability. The results showed that the number of penetrated cells in the CAF-CM group was significantly increased compared to that in the PBS or NF-CM groups. CAF-CM, cancer-associated fibroblast-cultured medium; NF-CM, normal fibroblast-cultured medium.
Effect of CAF on pancreatic cancer MMP-2 and MMP-9 mRNA and protein levels
To further verify the impact of CAFs on pancreatic cancer invasion and metastasis, we used RT-PCR and western blotting to detect the expression of matrix MMP-2 and MMP-9 mRNA and protein, respectively (Fig. 6). The PCR results showed that MMP-2 and MMP-9 mRNA levels were significantly higher in the CAF-CM group than levels in the control group. Western blot results showed that the MMP-2 and MMP-9 protein expression levels were significantly increased in the CAF-CM group compared with levels in the control group (Fig. 6). These results indicate that CAF enhances cell invasion and migration abilities.
Effect of cancer-associated fibroblasts (CAFs) on pancreatic cancer MMP-2 and MMP-9 mRNA and protein levels. (A and C) The PCR results showed that MMP-2 and MMP-9 mRNA levels were significantly higher in the CAF-CM group than in the control group. (B and D) Western blot results showed that the levels of MMP-2 and MMP-9 protein expression were significantly increased compared to that in the control group; *P<0.05. CAF-CM, cancer-associated fibroblast-cultured medium; NF-CM, normal fibroblast-cultured medium.
Impact of removing ‘CAF-cancer cell’ metabolic coupling upon pancreatic cancer progression
Based on the above results, CAFs are generally glycolytic and release lactic acid as nutrients through MCT4/1 transport; these nutrients can be used by pancreatic cancer cells to maintain their progression. In order to verify whether removing metabolic coupling affects the progression of pancreatic cancer, an MCT1-specific blocker was used to pre-treat pancreatic cancer cells and for co-culture with CAFs. The results showed that after removal of ‘cancer cell-CAF’ metabolic coupling, there was no significant difference in the cell invasion ability among the three groups (Fig. 7). These data indicate that the ‘CAF-cancer cell’ metabolic coupling ring is an important mechanism for enhancing the progression of pancreatic cancer cells.
Impact of removing ‘CAF-cancer cell’ metabolic coupling upon pancreatic cancer progression. (A) The results showed that after removal of ‘cancer cell-CAF’ metabolic coupling, there was no significant difference in cell invasion ability among the three groups. (B and D) The PCR results showed there was no significant difference in MMP-2 and MMP-9 mRNA levels among the three groups. (C and E) The western blot results showed there was no significant difference in MMP-2 and MMP-9 protein levels among the three groups. CAF, cancer-associated fibroblast.
CAFs are known to be involved in tumor progression (15). Nonetheless, the positive regulatory mechanism in tumors has not been fully elucidated. Certain growth factors are believed to be involved. Recently, several studies (16–19) examining the cell cycle described possible mechanisms from an energy metabolism perspective. Oxidative phosphorylation is considered to be partially abandoned in activated CAFs; thus, these cells use the glycolytic metabolic pathway instead. Through this passive metabolic pattern, released nutritional products such as lactate, can be absorbed by tumor cells to maintain growth (8,17). This process is known as the reverse Warburg effect. However, whether this mechanism exists in pancreatic cancer cells was unclear. The present study revealed that pancreatic CAFs exhibit a similar reverse Warburg effect. Lactic acid secretion was significantly increased; in addition, cancer cell oxidation and metastasis were enhanced after co-culture. After blocking this coupling phenomenon, the pancreatic cancer cell migration and invasion abilities were decreased. This is consistent with results of previous studies (11,20–22) indicating that changes in mesenchymal cell metabolism are important for tumor progression. Furthermore, a recently published study (23) confirmed that MCT1 and MCT4 regulated the migration and invasion of pancreatic cancer, indicating that interaction of metabolic pattern changes in the microenvironment is an important mechanism of tumor progression.
Recently, the Warburg effect has gained attention; however, previous studies have only verified that tumor cells undergo glycolysis and produce lactate (24,25). However, the role of the mitochondrial respiratory chain was not determined, and the citric acid cycle and oxidative phosphorylation were thought to be reduced. Recent studies (11,20–22) have revised the Warburg effect for the tumor metabolic pattern (26,27). Numerous recent studies cultured only independent tumor cells in vitro, which differs from the actual in vivo tumor microenvironment, whereas the impact of the interstitial microenvironment has not been evaluated. Second, numerous studies showed that mitochondrial oxidative phosphorylation plays a positive role in tumor growth and progression. For example, in 70% of glioma patients, the mutation and inactivation of the isocitrate dehydrogenase gene was found to be associated with better prognosis and survival (28), suggesting that decreased tricarboxylic cycle activity blocks tumor progression.
In tumor cell and fibroblast co-culture models, the mitochondrial mass in the tumor cells was significantly enhanced compared with that in individual culture models (10–12). Since co-culture with CAFs more accurately reflects the microenvironment of tumorigenesis, the Warburg effects in in vitro tumor cells may not reflect the actual situation. Mitochondria mass was also significantly increased after treating tumor cells with lactate (29), indicating a parasitic relationship between tumor cells and CAFs, with the tumor cells acting as ‘parasites’. After transformation, mesenchymal cells are forced to conduct glycolysis, assisting the tumor cells in conducting oxidative phosphorylation. Similarly, in co-cultured tumor cells and a CAF model, cancerous fibroblasts were induced and the expression of glycolytic metabolic enzymes was upregulated, resulting in a large number of lactate metabolites; additionally, the expression of the lactic acid transporters MCT1 and MCT4 increased accordingly in fibroblasts (30) Thus, a metabolic coupling mechanism exists between CAFs and cancer cells. We also observed ‘metabolic co-existence’ in pancreatic cancer studies, and the progression of pancreatic cancer was significantly affected after removing this phenomenon, again indicating a reverse Warburg effect.
In conclusion, pancreatic CAFs remodeled the metabolic transition to reflect cancer cell progression, which may be an important mechanism for promoting tumor progression in a non-vascular manner in the tumor microenvironment. Further studies may focus on the mechanism by which CAF reshapes the metabolic transition.
The present study was supported by the National Natural Science Foundation of China, NSFC (no. 81402583), the Natural Science Foundation of Shaanxi Province (no. 2014JQ4165), the Xi'an Jiaotong University Education Foundation, XJTUEF (no. xjj2014077), and the Hospital Fund of the Second Affiliated Hospital of the Health Science Center, Xi'an Jiaotong University [no. RC(XM)201402].
Winter JM, Cameron JL, Campbell KA, Arnold MA, Chang DC, Coleman J, Hodgin MB, Sauter PK, Hruban RH, Riall TS, et al: 1423 pancreaticoduodenectomies for pancreatic cancer: A single-institution experience. J Gastrointest Surg. 10:1199–1211. 2006. View Article : Google Scholar : PubMed/NCBI
Koontongkaew S: The tumor microenvironment contribution to development, growth, invasion and metastasis of head and neck squamous cell carcinomas. J Cancer. 4:66–83. 2013. View Article : Google Scholar : PubMed/NCBI
Pavlides S, Whitaker-Menezes D, Castello-Cros R, Flomenberg N, Witkiewicz AK, Frank PG, Casimiro MC, Wang C, Fortina P, Addya S, et al: The reverse Warburg effect: Aerobic glycolysis in cancer associated fibroblasts and the tumor stroma. Cell Cycle. 8:3984–4001. 2009. View Article : Google Scholar : PubMed/NCBI
Gonzalez CD, Alvarez S, Ropolo A, Rosenzvit C, Bagnes MF and Vaccaro MI: Autophagy, Warburg, and Warburg reverse effects in human cancer. BioMed Res Int. 2014:9267292014. View Article : Google Scholar : PubMed/NCBI
Ko YH, Lin Z, Flomenberg N, Pestell RG, Howell A, Sotgia F, Lisanti MP and Martinez-Outschoorn UE: Glutamine fuels a vicious cycle of autophagy in the tumor stroma and oxidative mitochondrial metabolism in epithelial cancer cells: Implications for preventing chemotherapy resistance. Cancer Biol Ther. 12:1085–1097. 2011. View Article : Google Scholar : PubMed/NCBI
Martinez-Outschoorn UE, Pavlides S, Howell A, Pestell RG, Tanowitz HB, Sotgia F and Lisanti MP: Stromal-epithelial metabolic coupling in cancer: Integrating autophagy and metabolism in the tumor microenvironment. Int J Biochem Cell Biol. 43:1045–1051. 2011. View Article : Google Scholar : PubMed/NCBI
Migneco G, Whitaker-Menezes D, Chiavarina B, Castello-Cros R, Pavlides S, Pestell RG, Fatatis A, Flomenberg N, Tsirigos A, Howell A, et al: Glycolytic cancer associated fibroblasts promote breast cancer tumor growth, without a measurable increase in angiogenesis: Evidence for stromal-epithelial metabolic coupling. Cell Cycle. 9:2412–2422. 2010. View Article : Google Scholar : PubMed/NCBI
Walter K, Omura N, Hong SM, Griffith M and Goggins M: Pancreatic cancer associated fibroblasts display normal allelotypes. Cancer Biol Ther. 7:882–888. 2008. View Article : Google Scholar : PubMed/NCBI
Fischer Y, Thomas J, Sevilla L, Muñoz P, Becker C, Holman G, Kozka IJ, Palacín M, Testar X, Kammermeier H, et al: Insulin-induced recruitment of glucose transporter 4 (GLUT4) and GLUT1 in isolated rat cardiac myocytes. Evidence of the existence of different intracellular GLUT4 vesicle populations. J Biol Chem. 272:7085–7092. 1997. View Article : Google Scholar : PubMed/NCBI
Balliet RM, Capparelli C, Guido C, Pestell TG, Martinez-Outschoorn UE, Lin Z, Whitaker-Menezes D, Chiavarina B, Pestell RG, Howell A, et al: Mitochondrial oxidative stress in cancer-associated fibroblasts drives lactate production, promoting breast cancer tumor growth: Understanding the aging and cancer connection. Cell Cycle. 10:4065–4073. 2011. View Article : Google Scholar : PubMed/NCBI
Bonuccelli G, Whitaker-Menezes D, Castello-Cros R, Pavlides S, Pestell RG, Fatatis A, Witkiewicz AK, Heiden MG Vander, Migneco G, Chiavarina B, et al: The reverse Warburg effect: Glycolysis inhibitors prevent the tumor promoting effects of caveolin-1 deficient cancer associated fibroblasts. Cell Cycle. 9:1960–1971. 2010. View Article : Google Scholar : PubMed/NCBI
Martinez-Outschoorn UE, Balliet RM, Lin Z, Whitaker-Menezes D, Howell A, Sotgia F and Lisanti MP: Hereditary ovarian cancer and two-compartment tumor metabolism: Epithelial loss of BRCA1 induces hydrogen peroxide production, driving oxidative stress and NFκB activation in the tumor stroma. Cell Cycle. 11:4152–4166. 2012. View Article : Google Scholar : PubMed/NCBI
Pavlides S, Tsirigos A, Vera I, Flomenberg N, Frank PG, Casimiro MC, Wang C, Fortina P, Addya S, Pestell RG, et al: Loss of stromal caveolin-1 leads to oxidative stress, mimics hypoxia and drives inflammation in the tumor microenvironment, conferring the ‘reverse Warburg effect’: A transcriptional informatics analysis with validation. Cell Cycle. 9:2201–2219. 2010. View Article : Google Scholar : PubMed/NCBI
Witkiewicz AK, Kline J, Queenan M, Brody JR, Tsirigos A, Bilal E, Pavlides S, Ertel A, Sotgia F and Lisanti MP: Molecular profiling of a lethal tumor microenvironment, as defined by stromal caveolin-1 status in breast cancers. Cell Cycle. 10:1794–1809. 2011. View Article : Google Scholar : PubMed/NCBI
Sotgia F, Martinez-Outschoorn UE, Pavlides S, Howell A, Pestell RG and Lisanti MP: Understanding the Warburg effect and the prognostic value of stromal caveolin-1 as a marker of a lethal tumor microenvironment. Breast Cancer Res. 13:2132011. View Article : Google Scholar : PubMed/NCBI
Pavlides S1, Vera I, Gandara R, Sneddon S, Pestell RG, Mercier I, Martinez-Outschoorn UE, Whitaker-Menezes D, Howell A, Sotgia F, et al: Warburg meets autophagy: Cancer-associated fibroblasts accelerate tumor growth and metastasis via oxidative stress, mitophagy, and aerobic glycolysis. Antioxid Redox Signal. 16:1264–1284. 2012. View Article : Google Scholar : PubMed/NCBI
Kong SC, Nøhr-Nielsen A, Zeeberg K, Reshkin SJ, Hoffmann EK, Novak I and Pedersen SF: Monocarboxylate transporters MCT1 and MCT4 regulate migration and invasion of pancreatic ductal adenocarcinoma cells. Pancreas. 45:1036–1047. 2016. View Article : Google Scholar : PubMed/NCBI
Heiden MG Vander, Cantley LC and Thompson CB: Understanding the Warburg effect: The metabolic requirements of cell proliferation. Science. 324:1029–1033. 2009. View Article : Google Scholar : PubMed/NCBI
Rodríguez-Enríquez S, Gallardo-Pérez JC, Avilés-Salas A, Marín-Hernández A, Carreño-Fuentes L, Maldonado-Lagunas V and Moreno-Sánchez R: Energy metabolism transition in multi-cellular human tumor spheroids. J Cell Physiol. 216:189–197. 2008. View Article : Google Scholar : PubMed/NCBI
Shestov AA, Mancuso A, Lee SC, Guo L, Nelson DS, Roman JC, Henry PG, Leeper DB, Blair IA and Glickson JD: Bonded cumomer analysis of human melanoma metabolism monitored by 13C NMR spectroscopy of perfused tumor cells. J Biol Chem. 291:5157–5171. 2016. View Article : Google Scholar : PubMed/NCBI
Curry JM, Tuluc M, Whitaker-Menezes D, Ames JA, Anantharaman A, Butera A, Leiby B, Cognetti DM, Sotgia F, Lisanti MP, et al: Cancer metabolism, stemness and tumor recurrence: MCT1 and MCT4 are functional biomarkers of metabolic symbiosis in head and neck cancer. Cell Cycle. 12:1371–1384. 2013. View Article : Google Scholar : PubMed/NCBI