Characterization of mTOR Activity and Metabolic Profile in Pediatric Rhabdomyosarcoma
Open accessAbstract
mTOR activation has been observed in rhabdomyosarcoma (RMS); however, mTOR complex (mTORC) 1 inhibition has had limited success thus far. mTOR activation alters the metabolic pathways, which is linked to survival and metastasis. These pathways have not been thoroughly analyzed in RMSs. We performed immunohistochemistry on 65 samples to analyze the expression of mTOR complexes (pmTOR, pS6, Rictor), and several metabolic enzymes (phosphofructokinase, lactate dehydrogenase-A, β-F1-ATPase, glucose-6-phosphate dehydrogenase, glutaminase). RICTOR amplification, as a potential mechanism of Rictor overexpression, was analyzed by FISH and digital droplet PCR. In total, 64% of the studied primary samples showed mTOR activity with an mTORC2 dominance (82%). Chemotherapy did not cause any relevant change in mTOR activity. Elevated mTOR activity was associated with a worse prognosis in relapsed cases. RICTOR amplification was not confirmed in any of the cases. Our findings suggest the importance of the Warburg effect and the pentose-phosphate pathway beside a glutamine demand in RMS cells. The expression pattern of the studied mTOR markers can explain the inefficacy of mTORC1 inhibitor therapy. Therefore, we suggest performing a detailed investigation of the mTOR profile before administering mTORC1 inhibitor therapy. Furthermore, our findings highlight that targeting the metabolic plasticity could be an alternative therapeutic approach.
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mTOR inhibitors could inhibit tumor progression as having a complex modifying role on metabolism.
“mTOR inhibitors could inhibit tumor progression as having a complex modifying role on metabolism [108–113].”
From Hypoxia Signaling in Cancer: From Basics to Clinical Practice (2021) · cites this paper as [108]
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Cites
mTOR Signaling in Growth, Metabolism, and Disease
Saxton, R. A., & Sabatini, D. M. (2017) · Cell · doi:10.1016/j.cell.2017.02.004 · Cited by 7,555 · see citing works
The emerging hallmarks of cancer metabolism
Pavlova, N. N., & Thompson, C. B. (2016) · Cell Metabolism · doi:10.1016/j.cmet.2015.12.006 · Cited by 5,926 · see citing works
Regulation of cancer cell metabolism
Cairns, R. A., Harris, I. S., & Mak, T. W. (2011) · Nature Reviews Cancer · doi:10.1038/nrc2981 · Cited by 4,744 · see citing works
mTOR Signaling in Growth, Metabolism, and Disease.
Saxton, R., & Sabatini, D. (2017) · Cell · doi:10.1016/j.cell.2017.03.035 · Cited by 3,889 · see citing works
Fundamentals of Cancer Metabolism
DeBerardinis, R. J., & Chandel, N. S. (2016) · Science Advances · doi:10.1126/sciadv.1600200 · Cited by 3,013 · see citing works
Sarbassov, D. D., Ali, S. M., Kim, D.-H., Guertin, D. A., Latek, R. R., Erdjument-Bromage, H., Tempst, P., & Sabatini, D. M. (2004) · Current Biology · doi:10.1016/j.cub.2004.06.054 · Cited by 2,665 · see citing works
Skapek, S. X., Ferrari, A., Gupta, A. A., Lupo, P. J., Butler, E. B., SHIPLEY, J. M., Barr, F. G., & Hawkins, D. S. (2019) · Nature Reviews Disease Primers · doi:10.1038/s41572-018-0051-2 · Cited by 909 · see citing works
Glutaminolysis: A Hallmark of Cancer Metabolism
Yang, L., Venneti, S., & Nagrath, D. (2017) · Annual Review of Biomedical Engineering · doi:10.1146/annurev-bioeng-071516-044546 · Cited by 859 · see citing works
The mTOR Signalling Pathway in Human Cancer
Pópulo, H., Lopes, J. M., & Soares, P. (2012) · International Journal of Molecular Sciences · doi:10.3390/ijms13021886 · Cited by 830 · see citing works
Targeting mTOR for cancer therapy
Hua, H., Kong, Q.-B., Zhang, H., Wang, J., Luo, T., & Jiang, Y.-F. (2019) · Journal of Hematology & Oncology · doi:10.1186/s13045-019-0754-1 · Cited by 772 · see citing works
The mechanistic target of rapamycin: the grand conducTOR of metabolism and aging
Kennedy, B. K., & Lamming, D. W. (2016) · Cell Metabolism · doi:10.1016/j.cmet.2016.05.009 · Cited by 544 · see citing works
Mechanisms of sarcoma development
Helman, L. J., & Meltzer, P. S. (2003) · Nature reviews. Cancer · doi:10.1038/nrc1168 · Cited by 460 · see citing works
Hosoi, H., Dilling, M. B., Shikata, T., Liu, L. N., Shu, L., Ashmun, R. A., Germain, G. S., Abraham, R. T., & Houghton, P. J. (1999) · PubMed · Cited by 310 · see citing works
Petricoin, E. F., Espina, V. A., Araujo, R. P., Midura, B., Yeung, C. L., Wan, X., Eichler, G. S., Johann, D. J., Qualman, S. J., Tsokos, M., et al. (2007) · Cancer Research · doi:10.1158/0008-5472.can-06-1344 · Cited by 249 · see citing works
Is Cancer a Metabolic Disease?
Coller, H. A. (2013) · American Journal Of Pathology · doi:10.1016/j.ajpath.2013.07.035 · Cited by 230 · see citing works
Metabolic Cooperation and Competition in the Tumor Microenvironment: Implications for Therapy
Gupta, S., Roy, A., & Dwarakanath, B. S. R. (2017) · Frontiers in Oncology · doi:10.3389/fonc.2017.00068 · Cited by 218 · see citing works
A Portrait of Tissue Phosphoprotein Stability in the Clinical Tissue Procurement Process
Espina, V. A., Edmiston, K. H., Heiby, M., Pierobon, M., Sciro, M., Merritt, B., Banks, S., Deng, J., VanMeter, A. J., Geho, D. H., et al. (2008) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m700596-mcp200 · Cited by 209 · see citing works
Children's Oncology Group's 2013 blueprint for research: Soft tissue sarcomas
Hawkins, D. S., Spunt, S. L., & Skapek, S. X. (2012) · Pediatric Blood & Cancer · doi:10.1002/pbc.24435 · Cited by 192 · see citing works
The Biology Behind mTOR Inhibition in Sarcoma
Wan, X., & Helman, L. J. (2007) · The Oncologist · doi:10.1634/theoncologist.12-8-1007 · Cited by 181 · see citing works
Houghton, P. J., Morton, C. L., Kolb, E. A., Gorlick, R. G., Lock, R. B., Carol, H., Reynolds, C. P., Maris, J. M., Keir, S. T., Billups, C. A., et al. (2007) · Pediatric Blood & Cancer · doi:10.1002/pbc.21296 · Cited by 159 · see citing works
Renshaw, J., Taylor, K. R., Bishop, R. T., Valenti, M. R., Brandon, A. D. H., Gowan, S. M., Eccles, S. A., Ruddle, R. R., Johnson, L. D., Raynaud, F. I., et al. (2013) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-0850 · Cited by 152 · see citing works
NVP-BEZ235 as a New Therapeutic Option for Sarcomas
Manara, M. C., Nicoletti, G., Zambelli, D., Ventura, S., Guerzoni, C., Landuzzi, L., Lollini, P., Maira, S.-M., Garcı́a-Echeverrı́a, C., Mercuri, M., et al. (2010) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-09-0816 · Cited by 149 · see citing works
Geoerger, B., Kieran, M. W., Grupp, S. A., Perek, D., Clancy, J. S., Krygowski, M., Ananthakrishnan, R., Boni, J. P., Berkenblit, A., & Spunt, S. L. (2011) · European Journal of Cancer · doi:10.1016/j.ejca.2011.09.021 · Cited by 145 · see citing works
Wagner, L. M., Fouladi, M., Ahmed, A. A., Krailo, M., Weigel, B. J., DuBois, S. G., Doyle, L. A., Chen, H., & Blaney, S. M. (2014) · Pediatric Blood & Cancer · doi:10.1002/pbc.25334 · Cited by 114 · see citing works
Mascarenhas, L., Chi, Y.-Y., Hingorani, P., Anderson, J. R., Lyden, E. R., Rodeberg, D. A., Indelicato, D. J., Kao, S. C.-S., Dasgupta, R. A., Spunt, S. L., et al. (2019) · Journal of Clinical Oncology · doi:10.1200/jco.19.00576 · Cited by 111 · see citing works
Slotkin, E. K., Patwardhan, P. P., Vasudeva, S. D., de Stanchina, E., Tap, W. D., & Schwartz, G. K. (2014) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-14-0711 · Cited by 98 · see citing works
Fan, T. W. ‐., Kucia, M., Jankowski, K., Higashi, R. M., Ratajczak, J., Ratajczak, M. Z., & Lane, A. N. (2008) · Molecular Cancer · doi:10.1186/1476-4598-7-79 · Cited by 67 · see citing works
Unmasking the impact of Rictor in cancer: novel insights of mTORC2 complex
Γκουντάκος, Α., Pilotto, S., Mafficini, A., Vicentini, C., Simbolo, M., Milella, M., Tortora, G., Scarpa, A., Bria, E., & Corbo, V. (2018) · Carcinogenesis · doi:10.1093/carcin/bgy086 · Cited by 60 · see citing works
PDK-1/AKT pathway as a novel therapeutic target in rhabdomyosarcoma cells using OSU-03012 compound
Cen, L., Hsieh, F.-C., Lin, H.-J., Cheng, C., Qualman, S. J., & Lin, J. (2007) · British Journal of Cancer · doi:10.1038/sj.bjc.6603952 · Cited by 59 · see citing works
Le, X., Pugach, E. K., Hettmer, S., Storer, N. Y., Liu, J., Wills, A. A., DiBiase, A., Chen, E. Y., Ignatius, M. S., Poss, K. D., et al. (2013) · Development · doi:10.1242/dev.088427 · Cited by 54 · see citing works
McKinnon, T., Venier, R. E., Yohe, M. E., Sindiri, S., Gryder, B. E., Shern, J. F., Kabaroff, L., Dickson, B. C., Schleicher, K., Chouinard-Pelletier, G., et al. (2018) · Oncogene · doi:10.1038/s41388-017-0122-y · Cited by 52 · see citing works
Glutamine synthetase is necessary for sarcoma adaptation to glutamine deprivation and tumor growth
Issaq, S. H., Mendoza, A., Fox, S. D., & Helman, L. J. (2019) · Oncogenesis · doi:10.1038/s41389-019-0129-z · Cited by 49 · see citing works
Liu, L., Wang, Y., Wu, J., Cui, J., & Chen, T. (2012) · BMC Cancer · doi:10.1186/1471-2407-12-154 · Cited by 48 · see citing works
Phosphorylation profiles of protein kinases in alveolar and embryonal rhabdomyosarcoma
Cen, L., Arnoczky, K. J., Hsieh, F.-C., Lin, H.-J., Qualman, S. J., Yu, S., Xiang, H., & Lin, J. (2007) · Modern Pathology · doi:10.1038/modpathol.3800834 · Cited by 46 · see citing works
Srivastava, R. K., Li, C., Khan, J., Banerjee, N. S., Chow, L. T., & Athar, M. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1911393116 · Cited by 46 · see citing works
Anderson, J. L., Park, A., Akiyama, R., Tap, W. D., Denny, C. T., & Federman, N. C. (2015) · PLoS ONE · doi:10.1371/journal.pone.0133610 · Cited by 40 · see citing works
Molecular profiling of childhood cancer: Biomarkers and novel therapies
Saletta, F., Wadham, C., Ziegler, D. S., Marshall, G. M., Haber, M., McCowage, G. B., Norris, M. D., & Byrne, J. A. (2014) · BBA Clinical · doi:10.1016/j.bbacli.2014.06.003 · Cited by 39 · see citing works
Zaid‐Kaylani, S., Xu, J., Srivastava, R. K., Kopelovich, L., Pressey, J. G., & Athar, M. (2013) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2013.05.001 · Cited by 38 · see citing works
Therapeutic Targeting of Cellular Metabolism in Cells with Hyperactive mTORC1: A Paradigm Shift
Medvetz, D. A., Priolo, C., & Henske, E. P. (2014) · Molecular Cancer Research · doi:10.1158/1541-7786.mcr-14-0343 · Cited by 37 · see citing works
Evidence for Mitochondrial Respiratory Deficiency in Rat Rhabdomyosarcoma Cells
Jahnke, V. E., Sabido, O., Defour, A., Castells, J., Lefai, É., Roussel, D., & Freyssenet, D. G. (2010) · PLoS ONE · doi:10.1371/journal.pone.0008637 · Cited by 36 · see citing works
Theiss, A. P., Chafin, D. R., Bauer, D. R., Grogan, T. M., & Baird, G. S. (2014) · PLoS ONE · doi:10.1371/journal.pone.0113608 · Cited by 32 · see citing works
Expression of mTORC1/2-related proteins in primary and brain metastatic lung adenocarcinoma
Krencz, I., Sebestyén, A. R., Fábián, K., Márk, Á., Moldvay, J., Khoór, A., Kopper, L., & Pápay, J. (2016) · Human Pathology · doi:10.1016/j.humpath.2016.12.012 · Cited by 31 · see citing works
Krześniak, M., Zajkowicz, A., Matuszczyk, I., & Rusin, M. (2014) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2014.06.002 · Cited by 29 · see citing works
Activity and complexes of mTOR in diffuse large B-cell lymphomas—a tissue microarray study
Sebestyén, A. R., Sticz, T. B., Márk, Á., Hajdu, M., Tímár, B., Nemes, K., Nagy, N., Váradi, Z., & Kopper, L. (2012) · Modern Pathology · doi:10.1038/modpathol.2012.141 · Cited by 28 · see citing works
Primary alveolar rhabdomyosarcoma of the bone: two cases and review of the literature
Balogh, P., Bánusz, R., Csóka, M., Váradi, Z., Varga, E., & Sápi, Z. (2016) · Diagnostic Pathology · doi:10.1186/s13000-016-0552-9 · Cited by 20 · see citing works
Krencz, I., Sebestyén, A. R., Pápay, J., Lou, Y., Lutz, G. F., Majewicz, T. L., & Khoór, A. (2019) · Human Pathology · doi:10.1016/j.humpath.2019.08.018 · Cited by 13 · see citing works
Hugle, M., & Fulda, S. (2015) · Cancer Letters · doi:10.1016/j.canlet.2014.12.016 · Cited by 12 · see citing works
Uhlyarik, A., Piurkó, V., Vízkeleti, L., Pápai, Z., Rásó, E., Lahm, E., Kiss, É., Sikter, M., Vachaja, J., Kenessey, I., et al. (2019) · Pathology & Oncology Research · doi:10.1007/s12253-018-00572-2 · Cited by 8 · see citing works
Vicentini, C., Cantù, C., Antonello, D., Simbolo, M., Mafficini, A., Luchini, C., Rusev, B. C., Porcaro, A. B., Iacovelli, R., Fassan, M., et al. (2018) · Pathology - Research and Practice · doi:10.1016/j.prp.2018.08.031 · Cited by 3 · see citing works
Signaling pathways that overactivate metabolism and drive neoplasia, in rhabdomyosarcoma
Tselios, C. P., & Lambrou, G. Ι. (2019) · Journal of Research and Practice on the Musculoskeletal System · doi:10.22540/jrpms-03-017 · Cited by 2 · see citing works
Flagged first, then by citations
1 of the 51 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [1]Pizzo P.A. Poplack D.G. Adamson P.C. Blaney S.M. Helman L.J. Principles and Practice of Pediatric Oncology 7th ed. Lippincott Williams and Wilkins Philadelphia, PA, USA 2015 1266
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de Mello, C. A. L., Campos, F. A. B., Santos, T. G., Silva, M. L. G., Torrezan, G. T., Costa, F. D., Formiga, M. N., Nicolau, U. R., Nascimento, A. G., Silva, C., et al. (2021) · Cancers · doi:10.3390/cancers13030498 · Cited by 72 · see citing works
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Codenotti, S., Zizioli, D., Mignani, L., Rezzola, S., Tabellini, G., Parolini, S., Giacomini, A., Asperti, M., Poli, M., Mandracchia, D., et al. (2022) · Cells · doi:10.3390/cells11182859 · Cited by 23 · see citing works
Sztankovics, D., Krencz, I., Moldvai, D., Dankó, T., Nagy, Á., Nagy, N., Bedics, G., Rókusz, A., Papp, G., Tõkés, A., et al. (2023) · Scientific Reports · doi:10.1038/s41598-023-46927-x · Cited by 8 · see citing works
mTOR hyperactivity and RICTOR amplification as targets for personalized treatments in malignancies
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- Authors
- Felkai, L., Krencz, I., Kiss, D. J., Nagy, N., Petővári, G., Dankó, T., Micsík, T., Khoor, A., Tornóczky, T., Sápi, Z., Sebestyén, A., & Csóka, M.
- Affiliations
- Semmelweis University (HU)
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Jacksonville, FL 32224, USA
- University of Pecs (HU)
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary
- Corresponding author
- Sebestyén, Anna
- Csóka, Monika
- ORCID
- Venue
- Cancers
- Publisher
- MDPI AG
- Published
- 2020-07-17
- Volume
- 12
- Issue
- 7
- Pages
- 1947
- ISSN
- 2072-6694 (ISSN-L)
- PMC
- PMC7409076
- OpenAlex
- W3043789017
- Cited by
- 13
- References
- 51
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 2 · 2023: 2 · 2022: 2 · 2021: 4
- FWCI
- 0.65
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Cancers (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Hungarian Pediatric Oncology Network (10/MGYH-MGYGYT/2018, MGYGYT/2019)
- National Research, Development and Innovation Office (NKFI-FK-128404)
- New National Excellence Program of the Ministry of Human Capacities (ÚNKP-19-3-1/3.)
- Hungarian National Research, Development and Innovation Office (NVKP_16-1-2016-0004)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › PI3K/AKT/mTOR signaling in cancer
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Sarcoma Diagnosis and Treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Hypoxia, and Metabolism
- Keywords
- rhabdomyosarcoma, childhood cancer, mTOR signaling, mTORC1 inhibition, mTORC2, Warburg effect, pentose phosphate pathway, glutamine metabolism, cancer metabolism, metabolic plasticity, prognosis, relapse, chemotherapy response
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