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Alteration of metabolic activity regulates mitochondrial temperature in diagnosis in HepG2 hepatocellular carcinoma cells
Open accessAbstract
Oxidative phosphorylation (OXPHOS) is a key player in mitochondrial bioenergetic functions. In hepatocellular carcinoma (HCC), OXPHOS slows down or switches to glycolysis via what is known as the Warburg effect. The altered respiration in cancer was reported to affect mitochondrial temperature. We investigated the impact of the metabolic switch on the mitochondrial temperature in HepG2 HCC cell line. Metformin (N, N-dimethylbiguanide) treatment was used to suppress glycolysis to emulate lower metabolically active cells (Met-HepG2). The mitochondrial temperature was assessed using mito-thermo yellow (MTY) absorbing mitochondrial radiant heat. Mito-tracker green (MTG) fluorescent dye was used to confirm mitochondrial localization. Our data showed lower MTY dye intensity in the Met-HepG2 treated group, indicating a significant increase in mitochondrial temperature compared to untreated HepG2 cells (NT-HepG2). Genotypic analysis of the metabolic respiration gene expression showed significant down-regulation in glycolytic genes (ERR-gamma, HK2, PGK, ALDOC, TPI1, IDH1, and PKM2) in the Met-HepG2 cells compared to the NT-HepG2 cells. OXPHOS as evidenced by ATP, ROS, and NADPH production was significantly up-regulated in the Met-HepG2 group compared to the NT-HepG2 group. Transmission electron microscopy showed fewer mitochondria with swollen elongated appearance, as a marker for activated OXPHOS in the Met-HepG2 group. These data show a correlation between HepG2 altered metabolism and mitochondrial temperature and suggest that less metabolically active HepG2 cells are correlated with higher mitochondrial temperature, providing evidence for a possible role of mitochondrial temperature in diagnosis of HCC.
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“It is important to note that mitochondrial function in HepG2 is not completely lost, as OXPHOS can contribute to energy balance, and its activation; for example, under the action of metformin, it can suppress glycolysis and enhance apoptosis [98,99].”
From The HepG2 Cell Line as a Model for Studying Metabolic Dysfunction-Associated Steatotic Liver Disease (2026) · cites this paper as [98]
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“In addition, HepG2 is characterized by a metabolic shift known as the Warburg effect [98,99]. This phenomenon consists of the preferential use of glycolysis for energy production even in the presence of oxygen, accompanied by increased glucose consumption, increased lactate production, and relative suppression of oxidative phosphorylation (OXPHOS) [98].”
From The HepG2 Cell Line as a Model for Studying Metabolic Dysfunction-Associated Steatotic Liver Disease (2026) · cites this paper as [98]
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References 87 · Cited by 2
Research works printed but not linked: 88
- Friedman, J. R. & Nunnari, J. Mitochondrial form and function. Nature 505 (7483), 335–343 (2014). · DOI · Paper page
- Brand, M. D., Orr, A. L., Perevoshchikova, I. V. & Quinlan, C. L. The role of mitochondrial function and cellular bioenergetics in ageing and disease. Br. J. Dermatol. 169 (Suppl 2(0 2), 1–8 (2013). · DOI
- Letts, J. A. & Sazanov, L. A. Clarifying the supercomplex: the higher-order organization of the mitochondrial electron transport chain. Nat. Struct. Mol. Biol. 24 (10), 800–808 (2017). · DOI
- Zhao, R. Z., Jiang, S., Zhang, L. & Yu, Z. B. Mitochondrial electron transport chain, ROS generation and uncoupling (Review). Int. J. Mol. Med. 44 (1), 3–15 (2019).
- Nasr, M. A., Dovbeshko, G. I., Bearne, S. L., El-Badri, N. & Matta, C. F. Heat shock proteins in the hot mitochondrion: identity and putative roles. Bioessays 41 (9), e1900055 (2019). · DOI
- Picard, M., McEwen, B. S., Epel, E. S. & Sandi, C. An energetic view of stress: focus on mitochondria. Front. Neuroendocrinol. 49, 72–85 (2018). · DOI
- Liberti, M. V. & Locasale, J. W. The Warburg effect: how does it benefit Cancer cells?? Trends Biochem. Sci. 41 (3), 211–218 (2016). · DOI · Paper page
- Warburg, O., Wind, F. & Negelein, E. THE METABOLISM OF TUMORS IN THE BODY. J. Gen. Physiol. 8 (6), 519–530 (1927). · DOI · Paper page
- Mossenta, M., Busato, D., Dal Bo, M. & Toffoli, G. Glucose metabolism and oxidative stress in hepatocellular carcinoma: role and possible implications in novel therapeutic strategies. Cancers (Basel) 12 (6). (2020). · DOI
- Palsson-McDermott, E. M. & O’Neill, L. A. The Warburg effect then and now: from cancer to inflammatory diseases. Bioessays 35 (11), 965–973 (2013). · DOI
- Hua, Y. et al. Metformin and cancer hallmarks: shedding new lights on therapeutic repurposing. J. Transl Med. 21 (1), 403 (2023). · DOI
- Iozzo, P. et al. Effects of Metformin and Rosiglitazone monotherapy on insulin-mediated hepatic glucose uptake and their relation to visceral fat in type 2 diabetes. Diabetes Care. 26 (7), 2069–2074 (2003). · DOI
- Inoki, K., Zhu, T. & Guan, K. L. TSC2 mediates cellular energy response to control cell growth and survival. Cell 115 (5), 577–590 (2003). · DOI · Paper page
- Coughlan, K. A., Valentine, R. J., Ruderman, N. B. & Saha, A. K. AMPK activation: a therapeutic target for type 2 diabetes? Diabetes Metab. Syndr. Obes. 7, 241–253 (2014).
- Clarke, A. & Pörtner, H. O. Temperature, metabolic power and the evolution of endothermy. Biol. Rev. Camb. Philos. Soc. 85 (4), 703–727 (2010). · DOI
- Nagy, K. A. Field metabolic rate and body size. J. Exp. Biol. 208 (Pt 9), 1621–1625 (2005). · DOI
- Rolfe, D. F. & Brown, G. C. Cellular energy utilization and molecular origin of standard metabolic rate in mammals. Physiol. Rev. 77 (3), 731–758 (1997). · DOI · Paper page
- Chrétien, D. et al. Mitochondria are physiologically maintained at close to 50°C. PLoS Biol. 16 (1), e2003992 (2018). · DOI
- Kiyonaka, S. et al. Genetically encoded fluorescent thermosensors visualize subcellular thermoregulation in living cells. Nat. Methods. 10 (12), 1232–1238 (2013). · DOI
- Okabe, K. et al. Intracellular temperature mapping with a fluorescent polymeric thermometer and fluorescence lifetime imaging microscopy. Nat. Commun. 3, 705 (2012). · DOI
- Mitov, M. I. et al. Temperature induces significant changes in both glycolytic reserve and mitochondrial spare respiratory capacity in colorectal cancer cell lines. Exp. Cell. Res. 354 (2), 112–121 (2017). · DOI
- Gogvadze, V., Orrenius, S. & Zhivotovsky, B. Mitochondria in cancer cells: what is so special about them? Trends Cell. Biol. 18 (4), 165–173 (2008). · DOI
- Wang, D. et al. A thermoresponsive nanocarrier for mitochondria-targeted drug delivery. Chem. Commun. (Camb). 55 (28), 4051–4054 (2019). · DOI
- Wang, D. et al. Gold Nanoparticle-Based probe for analyzing mitochondrial temperature in living cells. ACS Appl. Bio Mater. 2 (8), 3178–3182 (2019). · DOI
- Viale, A., Corti, D. & Draetta, G. F. Tumors and mitochondrial respiration: a neglected connection. Cancer Res. 75 (18), 3685–3686 (2015). · DOI
- Weinberg, S. E. & Chandel, N. S. Targeting mitochondria metabolism for cancer therapy. Nat. Chem. Biol. 11 (1), 9–15 (2015). · DOI
- Zong, W. X., Rabinowitz, J. D. & White, E. Mitochondria and Cancer. Mol. Cell. 61 (5), 667–676 (2016). · DOI
- Donnelly, M. & Scheffler, I. E. Energy metabolism in respiration-deficient and wild type Chinese hamster fibroblasts in culture. J. Cell. Physiol. 89 (1), 39–51 (1976). · DOI
- Ruan, L. et al. Thermoresponsive drug delivery to mitochondria in vivo. Chem. Commun. (Camb). 55 (97), 14645–14648 (2019). · DOI
- Meng, X. Y. et al. A sensitive mitochondrial thermometry 2.0 and the availability of thermogenic capacity of brown adipocyte. Front. Physiol. 13, 977431 (2022). · DOI
- Zhou, J., Del Rosal, B., Jaque, D., Uchiyama, S. & Jin, D. Advances and challenges for fluorescence nanothermometry. Nat. Methods. 17 (10), 967–980 (2020). · DOI
- El-Gammal, Z. et al. Regulation of mitochondrial temperature in health and disease. Pflugers Arch. 474 (10), 1043–1051 (2022). · DOI
- Lee, H. Y., Nga, H. T., Tian, J. & Yi, H. S. Mitochondrial metabolic signatures in hepatocellular carcinoma. Cells 10 (8). (2021). · DOI
- Barot, S. et al. Metabolic alterations and mitochondrial dysfunction underlie hepatocellular carcinoma cell death induced by a glycogen metabolic inhibitor. Biochem. Pharmacol. 203, 115201 (2022). · DOI
- El-Badawy, A. et al. Telomerase reverse transcriptase coordinates with the epithelial-to-mesenchymal transition through a feedback loop to define properties of breast cancer stem cells. Biol. Open 7 (7). (2018). · DOI
- Arai, S. et al. Mitochondria-targeted fluorescent thermometer monitors intracellular temperature gradient. Chem. Commun. (Camb). 51 (38), 8044–8047 (2015). · DOI
- Chida, J. & Kido, H. Extraction and quantification of adenosine triphosphate in mammalian tissues and cells. Methods Mol. Biol. 1098, 21–32 (2014). · DOI
- Sohel, M. M. H. et al. Concentration dependent antioxidative and apoptotic effects of Sulforaphane on bovine granulosa cells in vitro. Theriogenology 97, 17–26 (2017). · DOI
- Andrzejewski, S., Gravel, S. P., Pollak, M. & St-Pierre, J. Metformin directly acts on mitochondria to alter cellular bioenergetics. Cancer Metab. 2, 12 (2014). · DOI
- Qiao, J. et al. Simultaneous monitoring of mitochondrial temperature and ATP fluctuation using fluorescent probes in living cells. Anal. Chem. 90 (21), 12553–12558 (2018). · DOI
- Ruan, L. et al. Mitochondrial temperature-responsive drug delivery reverses drug resistance in lung cancer. Bioact Mater. 13, 191–199 (2022).
- Di, X. et al. Quantitatively monitoring in situ mitochondrial thermal dynamics by upconversion nanoparticles. Nano Lett. 21 (4), 1651–1658 (2021). · DOI
- Vozza, A. et al. UCP2 transports C4 metabolites out of mitochondria, regulating glucose and glutamine oxidation. Proc. Natl. Acad. Sci. U S A. 111 (3), 960–965 (2014). · DOI · Paper page
- Busquets, S. et al. In the rat, tumor necrosis factor alpha administration results in an increase in both UCP2 and UCP3 mRNAs in skeletal muscle: a possible mechanism for cytokine-induced thermogenesis? FEBS Lett. 440 (3), 348–350 (1998). · DOI
- Chavin, K. D. et al. Obesity induces expression of uncoupling protein-2 in hepatocytes and promotes liver ATP depletion. J. Biol. Chem. 274 (9), 5692–5700 (1999). · DOI
- Faggioni, R., Shigenaga, J., Moser, A., Feingold, K. R. & Grunfeld, C. Induction of UCP2 gene expression by LPS: a potential mechanism for increased thermogenesis during infection. Biochem. Biophys. Res. Commun. 244 (1), 75–78 (1998). · DOI
- Brand, M. D. et al. Mitochondrial superoxide and aging: uncoupling-protein activity and superoxide production. Biochem. Soc. Symp. (71), 203 – 13. (2004). · DOI
- Esteves, T. C. & Brand, M. D. The reactions catalysed by the mitochondrial uncoupling proteins UCP2 and UCP3. Biochim. Biophys. Acta. 1709 (1), 35–44 (2005). · DOI
- Mattiasson, G. & Sullivan, P. G. The emerging functions of UCP2 in health, disease, and therapeutics. Antioxid. Redox Signal. 8 (1–2), 1–38 (2006). · DOI
- Sayeed, A. et al. Negative regulation of UCP2 by TGFβ signaling characterizes low and intermediate-grade primary breast cancer. Cell. Death Dis. 1 (7), e53 (2010). · DOI
- Yu, G., Liu, J., Xu, K. & Dong, J. Uncoupling protein 2 mediates resistance to gemcitabine-induced apoptosis in hepatocellular carcinoma cell lines. Biosci. Rep. 35 (4). (2015). · DOI
- Baffy, G. Mitochondrial uncoupling in cancer cells: liabilities and opportunities. Biochim. Biophys. Acta Bioenerg. 1858 (8), 655–664 (2017). · DOI
- Kugler, J. H. Correlation of the glycogen concentration in rat liver and the appearance of glycogen and agranular Endoplasmic reticulum. J. R Microsc Soc. 86 (3), 285–296 (1967). · DOI
- Ma, Y., Wang, L. & Jia, R. The role of mitochondrial dynamics in human cancers. Am. J. Cancer Res. 10 (5), 1278–1293 (2020).
- Pohl, K., Moodley, P. & Dhanda, A. D. Alcohol’s impact on the gut and liver. Nutrients 13 (9). (2021). · DOI
- Tan, J. et al. Crebanine induces ROS-dependent apoptosis in human hepatocellular carcinoma cells via the AKT/FoxO3a signaling pathway. Front. Pharmacol. 14, 1069093 (2023). · DOI
- Murphy, M. P. How mitochondria produce reactive oxygen species. Biochem. J. 417 (1), 1–13 (2009). · DOI · Paper page
- Andreyev, A. Y., Kushnareva, Y. E. & Starkov, A. A. Mitochondrial metabolism of reactive oxygen species. Biochem. (Mosc). 70 (2), 200–214 (2005). · DOI · Paper page
- Chen, H. et al. Mitofusins Mfn1 and Mfn2 coordinately regulate mitochondrial fusion and are essential for embryonic development. J. Cell. Biol. 160 (2), 189–200 (2003). · DOI · Paper page
- Yu, L., Chen, X., Wang, L. & Chen, S. The sweet trap in tumors: aerobic Glycolysis and potential targets for therapy. Oncotarget 7 (25), 38908–38926 (2016). · DOI
- Audet-Walsh, É. & Giguére, V. The multiple universes of estrogen-related receptor α and γ in metabolic control and related diseases. Acta Pharmacol. Sin. 36 (1), 51–61 (2015). · DOI
- Liu, X. et al. Cancer-associated IDH mutations induce Glut1 expression and glucose metabolic disorders through a PI3K/Akt/mTORC1-Hif1α axis. PLoS One. 16 (9), e0257090 (2021). · DOI
- Tannahill, G. M. et al. Succinate is an inflammatory signal that induces IL-1β through HIF-1α. Nature 496 (7444), 238–242 (2013). · DOI · Paper page
- Zhao, Y. et al. Emerging metabolic targets in cancer therapy. Front. Biosci. (Landmark Ed). 16 (5), 1844–1860 (2011). · DOI
- Vander Heiden, M. G. et al. Evidence for an alternative glycolytic pathway in rapidly proliferating cells. Science 329 (5998), 1492–1499 (2010). · DOI
- Sutendra, G. & Michelakis, E. D. Pyruvate dehydrogenase kinase as a novel therapeutic target in oncology. Front. Oncol. 3, 38 (2013). · DOI
- Ojuka, E. O. Role of calcium and AMP kinase in the regulation of mitochondrial biogenesis and GLUT4 levels in muscle. Proc. Nutr. Soc. 63 (2), 275–278 (2004). · DOI
- Roussel, D. & Voituron, Y. Mitochondrial costs of being hot: effects of acute thermal change on liver bioenergetics in toads (Bufo bufo). Front. Physiol. 11, 153 (2020). · DOI
- Olsson, A. H. et al. Decreased expression of genes involved in oxidative phosphorylation in human pancreatic Islets from patients with type 2 diabetes. Eur. J. Endocrinol. 165 (4), 589–595 (2011). · DOI
- Bi, J., Lu, Y., Dong, Y. & Gao, P. Synthesis of folic Acid-Modified DOX@ZIF-8 nanoparticles for targeted therapy of liver Cancer. J. Nanomaterials. 2018 (1), 1357812 (2018).
- Lu, C., Xing, M. M. & Zhong, W. Shell cross-linked and hepatocyte-targeting nanoparticles containing doxorubicin via acid-cleavable linkage. Nanomedicine 7 (1), 80–87 (2011). · DOI
- Zhang, F. et al. SREBP-2, a new target of metformin? Drug Des. Devel Ther. 12, 4163–4170 (2018). · DOI
- Bonnet, S. et al. A mitochondria-K + channel axis is suppressed in cancer and its normalization promotes apoptosis and inhibits cancer growth. Cancer Cell. 11 (1), 37–51 (2007). · DOI
- Nobes, C. D., Brown, G. C., Olive, P. N. & Brand, M. D. Non-ohmic proton conductance of the mitochondrial inner membrane in hepatocytes. J. Biol. Chem. 265 (22), 12903–12909 (1990). · DOI
- Homma, M., Takei, Y., Murata, A., Inoue, T. & Takeoka, S. A ratiometric fluorescent molecular probe for visualization of mitochondrial temperature in living cells. Chem. Commun. (Camb). 51 (28), 6194–6197 (2015). · DOI
- Macherel, D., Haraux, F., Guillou, H. & Bourgeois, O. The conundrum of hot mitochondria. Biochim. Biophys. Acta Bioenerg. 1862 (2), 148348 (2021). · DOI
- Chen, X., Chen, S. & Yu, D. Protein kinase function of pyruvate kinase M2 and cancer. Cancer Cell. Int. 20 (1), 523 (2020). · DOI
- Ao, A., Wang, H., Kamarajugadda, S. & Lu, J. Involvement of estrogen-related receptors in transcriptional response to hypoxia and growth of solid tumors. Proc. Natl. Acad. Sci. U S A. 105 (22), 7821–7826 (2008). · DOI
- Cai, Q., Lin, T., Kamarajugadda, S. & Lu, J. Regulation of Glycolysis and the Warburg effect by estrogen-related receptors. Oncogene 32 (16), 2079–2086 (2013). · DOI
- Giguère, V. Transcriptional control of energy homeostasis by the estrogen-related receptors. Endocr. Rev. 29 (6), 677–696 (2008). · DOI
- Qiao, G., Wu, A., Chen, X., Tian, Y. & Lin, X. Enolase 1, a moonlighting protein, as a potential target for Cancer treatment. Int. J. Biol. Sci. 17 (14), 3981–3992 (2021). · DOI
- Zhu, W. et al. Enolase-1 serves as a biomarker of diagnosis and prognosis in hepatocellular carcinoma patients. Cancer Manag Res. 10, 5735–5745 (2018). · DOI
- Lee, N. C. W., Carella, M. A., Papa, S. & Bubici, C. High expression of glycolytic genes in cirrhosis correlates with the risk of developing liver Cancer. Front. Cell. Dev. Biol. 6, 138 (2018). · DOI
- Fu, Q. F. et al. Alpha-enolase promotes cell glycolysis, growth, migration, and invasion in non-small cell lung cancer through FAK-mediated PI3K/AKT pathway. J. Hematol. Oncol. 8, 22 (2015). · DOI
- Rajagopal, M. C. et al. Transient heat release during induced mitochondrial proton uncoupling. Commun. Biol. 2, 279 (2019). · DOI
- Suzuki, M. & Plakhotnik, T. The challenge of intracellular temperature. Biophys. Rev. 12 (2), 593–600 (2020). · DOI
- Rajagopal, M. C. & Sinha, S. Cellular thermometry considerations for probing biochemical pathways. Cell. Biochem. Biophys. 79 (2), 359–373 (2021). · DOI
- Chen, D. P., Eisenberg, R. S., Jerome, J. W. & Shu, C. W. Hydrodynamic model of temperature change in open ionic channels. Biophys. J. 69 (6), 2304–2322 (1995). · DOI
Metadata
- Authors
- Gaser, O. A., Nasr, M. A., Hussein, A. E., Salah, R. A., Saad, S. M., Ehab, S., Aboomar, N. M., Elmehrath, A. O., Salah, A., Chang, Y.-T., Hedrick, M., Castanedo, L. A. M., Fahimi, P., Matta, C. F., & El-Badri, N.
- Affiliations
- Zewail City of Science and Technology (EG)
- Cairo University (EG)
- Pohang University of Science and Technology (KR)
- Mount Saint Vincent University (CA)
- ORCID
- Venue
- Scientific Reports
- Published
- 2025-11-21
- Volume
- 15
- Issue
- 1
- Pages
- 41155-41155
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC12638863
- OpenAlex
- W4416442151
- Cited by
- 2
- References
- 87
- Citations by year
- 2026: 1 · 2025: 1
- FWCI
- 0.90
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Scientific Reports (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Basic Science Research Institute (2021R1A6A1A10042944)
- Korea government (2023R1A2C300453411)
- The Academy of Scientific Research & Technology (JESOR #5275)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Hypoxia, and Metabolism
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mitochondrial Function and Pathology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolism, Diabetes, and Cancer
- Keywords
- hepatocellular carcinoma, oxidative phosphorylation, Warburg effect, metabolic switch, glycolysis, metformin, HepG2 cells, glycolytic gene expression, mitochondrial respiration, cancer diagnosis
- MeSH terms
- Glycolysis, Carcinoma, Hepatocellular, Humans, Liver Neoplasms, Metformin, Mitochondria, Oxidative Phosphorylation, Temperature, Gene Expression Regulation, Neoplastic, Reactive Oxygen Species, Hep G2 Cells
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