MicroRNA-138 suppresses proliferation, invasion and glycolysis in malignant melanoma cells by targeting HIF-1α
Retraction in: /10.3892/etm.2023.12353
- Authors:
- Published online on: April 4, 2016 https://doi.org/10.3892/etm.2016.3220
- Pages: 2513-2518
Abstract
Instruction
Malignant melanoma (MM) is an aggressive skin cancer, which results in ~80% of the mortality associated with skin cancer (1,2). Furthermore, the incidence of MM increases by 3.1% per year in the US (3). Further investigation into the molecular mechanisms underlying the pathogenesis of MM may provide potential targets for its diagnosis and treatment.
MicroRNAs (miRs) are a type of non-coding RNA that can cause mRNA degradation or inhibit protein translation by directly binding to the 3′-untranslational region of their target mRNAs (4). By regulating the expression of their target genes, miRs influence various biological processes, including cell proliferation, differentiation, survival, apoptosis and cell cycle progression (5). Previous studies have shown that many miRs are crucially involved in tumor cell growth, proliferation, apoptosis, metabolism, migration, invasion and metastasis in vitro and in vivo (6). Among these miRs, miR-138 generally functions as a tumor suppressor in human cancers (7–9). For example, Chen et al found that miR-138 was downregulated in ovarian cancer, and that the overexpression of miR-138 inhibited ovarian cancer cell proliferation, migration and invasion (10). Recently, deregulation of miR-138 was suggested to be associated with MM. Poliseno et al aimed to investigate the use of an miR signature that may serve as a marker of the most common melanoma histological subtypes, superficial spreading melanoma (SSM) and nodular melanoma (NM), and found that miR-138 was downregulated in SSM compared with NM (11). However, the function of miR-138 in mediating the proliferation and invasive capacities of MM cells, as well as the energy metabolism (including glycolysis), remain largely unknown.
HIF-1α is an important regulator in the cellular and systemic homeostatic responses to hypoxia by activation of gene transcription (12). In recent studies, the role of HIF-1α in tumorigenesis has gradually been determined (13–15). The expression levels of HIF-1α were demonstrated to be significantly increased in multiple types of human cancer (12,13,16). Furthermore, HIF-1α was observed to be upregulated in advanced MM compared with melanocytic nevi or thin melanomas localized to the skin (17). However, the regulatory mechanism of HIF-1α expression in MM has yet to be elucidated.
The present study aimed to elucidate the role of miR-138 in mediating proliferation, invasiveness and glycolysis, as well as the underlying mechanisms in MM cells.
Materials and methods
Cell culture
Human MM cell line WM451 and normal human melanocyte cell line HM were purchased from the Cell Bank of Central South University (Changsha, China). Cells were cultured in Dulbecco's modified Eagle's medium (DMEM; Thermo Fisher Scientific, Inc., Waltham, MA, USA) with 10% fetal bovine serum (FBS; Thermo Fisher Scientific, Inc.) at 37°C in a humidified incubator containing 5% CO2.
Reverse transcription-quantitative polymerase chain reaction (RT-qPCR)
Total RNA was extracted using the TRIzol Reagent (Life Technologies, Thermo Fisher Scientific, Inc.) according to the manufacturer's instruction. miRs were isolated from cells using an MiRNeasy Mini Kit (cat no. AM1560; Thermo Fisher Scientific, Inc.), according to the manufacturer's instructions. An MiRNA Reverse Transcription Kit (QIAGEN, Inc., Valencia, CA, USA) was used to convert RNA into cDNA (0.5 µl), according to the manufacturer's instructions. RT was performed at 16°C for 30 min, followed by an incubation step at 42°C for 30 min and enzyme inactivation at 85°C for 5 min. The expression of miR was then determined using a TaqMan MicroRNA Assays Kit (Thermo Fisher Scientific, Inc.) in a 7500 Fast Real Time PCR System (Thermo Fisher Scientific, Inc.). For qPCR, 0.5 µl cDNA solution, 10 µl PCR master mix (Thermo Fisher Scientific, Inc.), 2 µl primers, and 7.5 µl H2O were mixed to obtain a final reaction volume of 20 µl. U6 was used as an endogenous reference. The relative expression of miR was analyzed using the 2−∆∆Cq method (18) and the fluorophore used was SYBR Green PCR Master Mix (Thermo Fisher Scientific, Inc.). The primers were as follows: Forward, 5′-CACCACAGGACAGTACAGGAT-3′ and reverse, 5′-CGTGCTGAATAATACCACTCACA-3′ for HIF-1α; forward, 5′-CTGGGCTACACTGAGCACC-3′ and reverse, 5′-AAGTGGTCGTTGAGGGCAATG-3′ for GAPDH, which was used as an internal control. The PCR cycling conditions were 95°C for 10 min, and 40 cycles of denaturation at 95°C for 15 sec and annealing/elongation step at 60°C for 60 sec. Detection was performed three times.
Transfection
Transfection was performed using Lipofectamine 2000 (Thermo Fisher Scientific, Inc.), in accordance with the manufacturer's instructions. For functional analysis, WM451 cells were transfected with scramble miR mimics (cat no. NL0801), miR-138 mimics (cat no. NL0871), miR-138 inhibitor (cat no. NL0954), non-specific siRNA (cat no. NL0201), HIF-1α siRNA (cat no. NL0256), or co-transfected with miR-138 mimics and pc-DNA3.1(+)-HIF-1α plasmid (cat no. NL0201) all purchased from Nlunbio (Changsha, China), respectively.
Western blot assay
Cells were lysed in cold RIPA buffer (Beyotime Institute of Biotechnology, Haimen, China). A BCA Protein Assay Kit (Pierce Biotechnology; Thermo Fisher Scientific, Inc.) was used to determine the protein concentration. Protein (50 µg) was then separated using 10% SDS-PAGE, and transferred to a polyvinylidine fluoride (PVDF; both Thermo Fisher Scientific, Inc.) membranes. The PVDF membrane was blocked in 5% nonfat dried milk in phosphate-buffered saline (PBS; Thermo Fisher Scientific, Inc.) for 4 h. Subsequently, the PVDF membrane was incubated with mouse anti-HIF-1α monoclonal antibody (cat no. ab199004; 1:200) and mouse anti-GAPDH monoclonal antibody (cat no. ab8245; 1:100) for 3 h at room temperature. After washing with PBS three times, each time for 5 min, the PVDF membrane was incubated with rabbit anti-mouse secondary antibody (cat no. ab190475; 1:5,000) for 1 h at room temperature. All antibodies were purchased from Abcam (Cambridge, UK). After washing with PBS three times (5 min per wash), a Pierce ECL Western Blotting Kit (cat no. 32109; Pierce Biotechnology) was used to detect the immune complexes on the PVDF membrane. Image-Pro Plus software, version 6.0 (Media Cybernetics, Inc., Rockville, MD, USA) was used to analyze the relative protein expression levels, as represented as the density ratio versus GAPDH. GAPDH was used as an internal reference.
Cell proliferation assay
For all groups, 10,000 cells per well were plated in a 96-well plate. Following treatment, the plates were incubated for 0, 24, 48 or 72 h at 37°C in 5% CO2. To assess cell proliferation, an MTT assay was performed according to the manufacturer's instructions. In brief, 10 µl MTT reagent (5 mg/ml; Sigma-Aldrich, St. Louis, MO, USA) in PBS was added to each well and incubated for 4 h at 37°C in 5% CO2. The supernatant was removed and 100 µl dimethyl sulfoxide (Beyotime Institute of Biotechnology) was added. The absorbance was detected at 490 nm using an ELx800 type absorbance reader (BioTek Instruments, Inc., Winooski, VT, USA).
Cell invasion assay
Cell invasion assay was performed using a Cell Invasion Assay kit (cat no. QIA129-1KIT; EMD Millipore, Billerica, MA, USA). Transwell chambers were pre-coated with Matrigel, both purchased from EMD Millipore. A suspension containing 5×105 cells/ml was prepared in serum-free medium, and 300 µl cell suspension was added into the upper chamber. Then, 500 µl DMEM with 10% FBS was added into the lower chamber and the cells were incubated for 24 h. Then, a cotton-tipped swab was used to carefully wipe out the cells that did not migrate or invade through the pores. The filters were fixed in 90% alcohol and stained with crystal violet (Beyotime Institute of Biotechnology). Cell number was determined in five fields randomly selected under an inverted microscope (model no. CX23; Olympus Corporation, Tokyo, Japan).
Glucose uptake assay
After culture for 24 or 48 h, the medium supernatant was collected and diluted to 1:4,000 in PBS. The quantity of glucose in the supernatant was then detected using a Glucose Uptake Colorimetric Assay kit (cat no. MAK083; Sigma-Aldrich) in accordance with the manufacture's protocol. The absorbance was detected at 412 nm using the ELx800 absorbance reader.
Lactate quantification
Metabolites were quantified from medium supernatant using a Lactate Assay kit (cat no. MAK064; Sigma-Aldrich) after culture for 24 or 48 h, according to the manufacturer's instructions. The concentrations were normalized against protein contents as determined by a BCA Pierce Protein Assay Kit (cat no. 23225; Pierce Biotechnology) using bovine serum albumin (Sigma-Aldrich) as a standard protein.
Statistical analysis
Data are expressed as the mean ± standard deviation of at least three independent experiments. The differences between groups were determined by Student's t-test. Statistical analysis was performed using SPSS statistical software, version 18.0 (SPSS, Inc., Chicago, IL, USA). P<0.05 was considered to indicate a statistically significant difference.
Results
miR-138 was significantly downregulated in MM WM451 cells
To elucidate the role of miR-138 in MM in vitro, the expression levels of miR-138 in the MM WM451 and normal human melanocyte HM cell lines were evaluated. As shown in Fig. 1, the expression levels of miR-138 were notably reduced in the MM WM451 cells compared with the HM cells.
Roles of miR-138 and HIF-1α in the regulation of WM451 cell proliferation
As HIF-α has been reported to be a direct target of miR-138 (19), the roles of miR-138 and HIF-1α in the regulation of WM451 cell proliferation was investigated. Two groups of WM451 cells were transfected with miR-138 mimics and HIF-1α siRNA, respectively. Following transfection, miR-138 was significantly upregulated compared with the control group, while HIF-1α was notably downregulated compared with the control group, indicating that the transfection was successful (Fig. 2A–C). Subsequently, an MTT assay was performed to determine the cell proliferation in each group. As shown in Fig. 2D, overexpression of miR-138 significantly suppressed WM451 cell proliferation, comparable with the effect of HIF-1α knockdown. These results suggest that miR-138 may be involved in the regulation of MM cell proliferation, in opposition to HIF-1α.
Roles of miR-138 and HIF-1α in the regulation of WM451 cell invasion
The roles of miR-138 and HIF-1α in the regulation of WM451 cell invasion were investigated using a Transwell assay to determine the cell invasive capacity in each group. As shown in Fig. 3, overexpression of miR-138 significantly inhibited WM451 cell invasion, which was similar to the effect of HIF-1α knockdown, suggesting that miR-138 has a suppressive effect on MM cell invasion, in contrast with HIF-1α.
miR-138 negatively mediates HIF-1α expression in WM451 cells
To further study the relationship between miR-138 and HIF-1α in MM cells, the effects of miR-138 overexpression or knockdown on the protein expression of HIF-1α in MM WM451 cells was investigated. Following transfection with miR-138 mimics or inhibitor, the miR-138 level was determined in each group. As shown in Fig. 4A, transfection with miR-138 mimics significantly upregulated miR-138 expression, while transfection with miR-138 inhibitor notably downregulated miR-138 expression in WM451 cells, indicating that the transfection was successful. Subsequently, western blot analysis was performed to evaluate the protein expression level of HIF-1α in each group. As shown in Fig. 4B, overexpression of miR-138 significantly inhibited the protein level of HIF-1α, while miR-138 knockdown markedly increased its protein expression in WM451 cells. These results indicated that miR-138 negatively mediates the protein expression of its target gene HIF-1α in MM WM451 cells.
Roles of miR-138 and HIF-1α in the regulation of WM451 cell glycolysis
As HIF-1α has been demonstrated to serve a crucial function in glycolysis in cancer cells, the roles of miR-138 and HIF-1α in the regulation of WM451 cell glycolysis were investigated. Three groups were established, as follows: WM451 cells in the control group did not receive transfection; WM451 cells in the miR-138 group were transfected with miR-138 mimics; and WM451 cells in the miR-138+HIF-1α group were co-transfected with miR-138 mimics and pcDNA3.1 (+)-HIF-1α plasmid. Following transfection, the protein expression level of HIF-1α was evaluated in each group. As demonstrated in Fig. 5A, the protein level of HIF-1α was significantly reduced after transfection with miR-138 mimics, which was reversed by transfection with pcDNA3.1(+)-HIF-1α plasmid, indicating that the transfection in each group was successful. Subsequently, the glycolysis level in each group was investigated by evaluating the glucose consumption and lactic acid production. As shown in Fig. 5B and C, upregulation of miR-138 notably inhibited the glycolysis level, as demonstrated by reduced glucose consumption and lactic acid production, which could be reversed by overexpression of HIF-1α. These results suggested that the inhibitory effect of miR-138 on MM cell glycolysis may occur via the inhibition of its target HIF-1α.
Discussion
It has been reported that the expression level of miR-138 is reduced in superficial spreading MM when compared with that in congenital nevi, suggesting that deregulation of miR-138 may play a role in the growth and metastasis of MM (11). However, to date the exact role of miR-138 in the regulation of the proliferation, invasion and energy metabolism in MM cells remains unclear. The present results showed that miR-138 was notably downregulated in MM cells, when compared to a normal melanocyte cell line HM. Furthermore, upregulation of miR-138 suppressed the proliferation, invasion and glycolysis in MM cells, possibly by inhibiting the expression of HIF-1α, a direct target of miR-138.
miR-138 was previously reported to modulate cardiac patterning during embryonic development (20). Furthermore, miR-138 was found to be involved in the regulation of dendritic spine morphogenesis, in addition to the osteogenic differentiation of mesenchymal stem cells (21,22). Previously, deregulation of miR-138 was demonstrated to be associated with multiple types of human malignancies, generally acting as a tumor suppressor (23,24). For instance, miR-138 is able to suppress invasion and promote apoptosis in head and neck squamous cell carcinoma cells, via inhibition of the Rho GTPase signaling pathway (25–27). In addition, miR-138 was found to suppress epithelial-mesenchymal transition in squamous cell carcinoma cell lines, suggesting that it may serve a crucial function in the metastasis of squamous cell carcinoma (28). Furthermore, deregulation of miR-138 was suggested to be associated with different histological subtypes of MM (11). However, the exact role of miR-138 in MM as well as the underlying mechanisms remains largely unknown. In the present study, miR-138 appeared to exert inhibitory effects on MM cell proliferation and invasion, suggesting that it may suppress the growth and metastasis of MM.
HIF-1α has been demonstrated to act as a key regulator in carcinogenesis by mediating the cellular and systemic homeostatic responses to hypoxia by activation of gene transcription (14). HIF-1α was found to be upregulated in advanced MM cells, when compared with those of melanocytic nevi or thin melanomas localized to the skin (17). Furthermore, elevated expression of HIF-1α was previously found to be associated with poor prognosis in MM (29). Accordingly, HIF-1α functions as an oncogene in MM. A prior study reported that miR-138 suppressed ovarian cancer cell invasion and metastasis by targeting HIF-1α (30). Therefore, we further investigated the involvement of HIF-1α in the miR-138-mediated inhibition of MM cell proliferation and invasion. The present results showed that knockdown of HIF-1α was associated with inhibited MM cell proliferation and invasion, which was comparable with the effects of miR-138 overexpression. In addition, miR-138 negatively regulated the protein expression of HIF-1α in MM cells, suggesting that the suppressive effects of miR-138 overexpression on cell proliferation and invasion may occur via the s downregulation of HIF-1α in MM cells.
Aberrantly high levels of glycolysis may be an indication of cancer in humans, including MM, as glycolysis rapidly provides tumor cells with energy and metabolic intermediates for macromolecular biosynthesis, supporting cancer cell proliferation, migration and invasion (31,32). Furthermore, HIF-1α has been demonstrated to directly mediate glycolysis (33,34). Therefore, an aim of the present study was to determine the involvement of miR-138 and HIF-1α in glycolysis in MM cells. The results showed that the upregulation of miR-138 significantly inhibited glycolysis, which could be reversed by overexpression of HIF-1α. These findings suggest that the inhibitory effect of miR-138 on glycolysis may be exerted via the direct inhibition of HIF-1α.
In conclusion, miR-138 appears to be able to inhibit proliferation, invasion and glycolysis in MM cells, potentially via the direct inhibition of HIF-1α. These results may provide insights for the development of new therapeutic strategies for MM.
References
Trotter SC, Sroa N, Winkelmann RR, Olencki T and Bechtel M: A global review of melanoma follow-up guidelines. J Clin Aesthet Dermatol. 6:18–26. 2013.PubMed/NCBI | |
Rastrelli M, Tropea S, Rossi CR and Alaibac M: Melanoma: Epidemiology, risk factors, pathogenesis, diagnosis and classification. In Vivo. 28:1005–1011. 2014.PubMed/NCBI | |
Linos E, Swetter SM, Cockburn MG, Colditz GA and Clarke CA: Increasing burden of melanoma in the United States. J Invest Dermatol. 129:1666–1674. 2009. View Article : Google Scholar : PubMed/NCBI | |
Ambros V: The functions of animal microRNAs. Nature. 431:350–355. 2004. View Article : Google Scholar : PubMed/NCBI | |
Bartel DP: MicroRNAs: Genomics, biogenesis, mechanism, and function. Cell. 116:281–297. 2004. View Article : Google Scholar : PubMed/NCBI | |
Calin GA and Croce CM: MicroRNA signatures in human cancers. Nat Rev Cancer. 6:857–866. 2006. View Article : Google Scholar : PubMed/NCBI | |
Gong H, Song L, Lin C, Liu A, Lin X, Wu J, Li M and Li J: Downregulation of miR-138 sustains NF-kB activation and promotes lipid raft formation in esophageal squamous cell carcinoma. Clin Cancer Res. 19:1083–1093. 2013. View Article : Google Scholar : PubMed/NCBI | |
Yang H, Tang Y, Guo W, Du Y, Wang Y, Li P, Zang W, Yin X, Wang H, Chu H, et al: Up-regulation of microRNA-138 induce radiosensitization in lung cancer cells. Tumour Biol. 35:6557–6565. 2014. View Article : Google Scholar : PubMed/NCBI | |
Qiu S, Huang D, Yin D, Li F, Li X, Kung HF and Peng Y: Suppression of tumorigenicity by microRNA-138 through inhibition of EZH2-CDK4/6-pRb-E2F1 signal loop in glioblastoma multiforme. Biochim Biophys Acta. 1832:1697–1707. 2013. View Article : Google Scholar : PubMed/NCBI | |
Chen P, Zeng M, Zhao Y and Fang X: Upregulation of limk1 caused by microRNA-138 loss aggravates the metastasis of ovarian cancer by activation of limk1/cofilin signaling. Oncol Rep. 32:2070–2076. 2014.PubMed/NCBI | |
Poliseno L, Haimovic A, Segura MF, Hanniford D, Christos PJ, Darvishian F, Wang J, Shapiro RL, Pavlick AC, Berman RS, et al: Histology-specific microRNA alterations in melanoma. J Invest Dermatol. 132:1860–1868. 2012. View Article : Google Scholar : PubMed/NCBI | |
Masoud GN and Li W: HIF-1α pathway: Role, regulation and intervention for cancer therapy. Acta Pharm Sin B. 5:378–389. 2015. View Article : Google Scholar : PubMed/NCBI | |
Hu Y, Liu J and Huang H: Recent agents targeting HIF-1α for cancer therapy. J Cell Biochem. 114:498–509. 2013. View Article : Google Scholar : PubMed/NCBI | |
Cuninghame S, Jackson R and Zehbe I: Hypoxia-inducible factor 1 and its role in viral carcinogenesis. Virology. 456-457:370–383. 2014. View Article : Google Scholar : PubMed/NCBI | |
Dong ZZ, Yao M, Wang L, Wu W, Gu X and Yao DF: Hypoxia-inducible factor-1alpha: Molecular-targeted therapy for hepatocellular carcinoma. Mini Rev Med Chem. 13:1295–1304. 2013. View Article : Google Scholar : PubMed/NCBI | |
Zhu CL, Huang Q, Liu CH, Lin XS and Xie F: Prognostic value of HIF-1α expression in patients with gastric cancer. Mol Biol Rep. 40:6055–6062. 2013. View Article : Google Scholar : PubMed/NCBI | |
Slominski A, Kim TK, Brożyna AA, Janjetovic Z, Brooks DL, Schwab LP, Skobowiat C, Jóźwicki W and Seagroves TN: The role of melanogenesis in regulation of melanoma behavior: Melanogenesis leads to stimulation of HIF-1α expression and HIF-dependent attendant pathways. Arch Biochem Biophys. 563:79–93. 2014. View Article : Google Scholar : PubMed/NCBI | |
Livak KJ and Schmittgen TD: Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) Method. Methods. 25:402–408. 2001. View Article : Google Scholar : PubMed/NCBI | |
Song T, Zhang X, Wang C, Wu Y, Cai W, Gao J and Hong B: MiR-138 suppresses expression of hypoxia-inducible factor 1α (HIF-1α) in clear cell renal cell carcinoma 786-O cells. Asian Pac J Cancer Prev. 12:1307–1311. 2011.PubMed/NCBI | |
Morton SU, Scherz PJ, Cordes KR, Ivey KN, Stainier DY and Srivastava D: microRNA-138 modulates cardiac patterning during embryonic development. Proc Natl Acad Sci USA. 105:17830–17835. 2008. View Article : Google Scholar : PubMed/NCBI | |
Siegel G, Obernosterer G, Fiore R, Oehmen M, Bicker S, Christensen M, Khudayberdiev S, Leuschner PF, Busch CJ, Kane C, et al: A functional screen implicates microRNA-138-dependent regulation of the depalmitoylation enzyme APT1 in dendritic spine morphogenesis. Nat Cell Biol. 11:705–716. 2009. View Article : Google Scholar : PubMed/NCBI | |
Eskildsen T, Taipaleenmäki H, Stenvang J, Abdallah BM, Ditzel N, Nossent AY, Bak M, Kauppinen S and Kassem M: MicroRNA-138 regulates osteogenic differentiation of human stromal (mesenchymal) stem cells in vivo. Proc Natl Acad Sci USA. 108:6139–6144. 2011. View Article : Google Scholar : PubMed/NCBI | |
Gao S, Wang J, Xie J, Zhang T and Dong P: Role of miR-138 in the regulation of larynx carcinoma cell metastases. Tumour Biol. Oct 24–2015.(Epub ahead of print). | |
Li J, Wang Q, Wen R, Liang J, Zhong X, Yang W, Su D and Tang J: MiR-138 inhibits cell proliferation and reverses epithelial-mesenchymal transition in non-small cell lung cancer cells by targeting GIT1 and SEMA4C. J Cell Mol Med. 19:2793–2805. 2015. View Article : Google Scholar : PubMed/NCBI | |
Liu X, Jiang L, Wang A, Yu J, Shi F and Zhou X: MicroRNA-138 suppresses invasion and promotes apoptosis in head and neck squamous cell carcinoma cell lines. Cancer Lett. 286:217–222. 2009. View Article : Google Scholar : PubMed/NCBI | |
Jiang L, Liu X, Kolokythas A, Yu J, Wang A, Heidbreder CE, Shi F and Zhou X: Downregulation of the Rho GTPase signaling pathway is involved in the microRNA-138-mediated inhibition of cell migration and invasion in tongue squamous cell carcinoma. Int J Cancer. 127:505–512. 2010. View Article : Google Scholar : PubMed/NCBI | |
Jiang L, Dai Y, Liu X, Wang C, Wang A, Chen Z, Heidbreder CE, Kolokythas A and Zhou X: Identification and experimental validation of G protein alpha inhibiting activity polypeptide 2 (GNAI2) as a microRNA-138 target in tongue squamous cell carcinoma. Hum Genet. 129:189–197. 2011. View Article : Google Scholar : PubMed/NCBI | |
Liu X, Wang C, Chen Z, Jin Y, Wang Y, Kolokythas A, Dai Y and Zhou X: MicroRNA-138 suppresses epithelial-mesenchymal transition in squamous cell carcinoma cell lines. Biochem J. 440:23–31. 2011. View Article : Google Scholar : PubMed/NCBI | |
Giatromanolaki A, Sivridis E, Kouskoukis C, Gatter KC, Harris AL and Koukourakis MI: Hypoxia-inducible factors 1alpha and 2alpha are related to vascular endothelial growth factor expression and a poorer prognosis in nodular malignant melanomas of the skin. Melanoma Res. 13:493–501. 2003. View Article : Google Scholar : PubMed/NCBI | |
Yeh YM, Chuang CM, Chao KC and Wang LH: MicroRNA-138 suppresses ovarian cancer cell invasion and metastasis by targeting SOX4 and HIF-1α. Int J Cancer. 133:867–878. 2013. View Article : Google Scholar : PubMed/NCBI | |
Elstrom RL, Bauer DE, Buzzai M, Karnauskas R, Harris MH, Plas DR, Zhuang H, Cinalli RM, Alavi A, Rudin CM and Thompson CB: Akt stimulates aerobic glycolysis in cancer cells. Cancer Res. 64:3892–3899. 2004. View Article : Google Scholar : PubMed/NCBI | |
Dang CV: Links between metabolism and cancer. Genes Dev. 26:877–890. 2012. View Article : Google Scholar : PubMed/NCBI | |
Cheng SC, Quintin J, Cramer RA, Shepardson KM, Saeed S, Kumar V, Giamarellos-Bourboulis EJ, Martens JH, Rao NA, Aghajanirefah A, et al: mTOR- and HIF-1α-mediated aerobic glycolysis as metabolic basis for trained immunity. Science. 345:12506842014. View Article : Google Scholar : PubMed/NCBI | |
Cheng Y, Chen G, Hong L, Zhou L, Hu M, Li B, Huang J, Xia L and Li C: How does hypoxia inducible factor-1α participate in enhancing the glycolysis activity in cervical cancer? Ann Diagn Pathol. 17:305–311. 2013. View Article : Google Scholar : PubMed/NCBI |