Reconsidering Cancer Through a Systemic Metabolic Perspective: A Holistic Approach to Tumor Metabolism and Clinical Evidence

Authors

DOI:

https://doi.org/10.66588/NCMR.3.2.05

Keywords:

Cancer metabolism, Warburg effect, Metabolic reprogramming, Mitochondrial dysfunction, Tumor microenvironment, Systems biology

Abstract

Cancer has traditionally been viewed as a genetic disease driven by accumulated mutations; however, growing evidence indicates that metabolic dysregulation also plays an important role in tumor initiation and progression. This review aims to evaluate the evidence supporting a systemic metabolic perspective of cancer by integrating molecular, cellular, and clinical findings related to tumor metabolism. Key metabolic alterations such as aerobic glycolysis (Warburg effect), mitochondrial dysfunction, altered lipid and amino acid metabolism, and redox imbalance are critically examined in the context of cancer development. In addition, to clarify the bidirectional relationship between genetic and metabolic changes, the interaction between metabolic reprogramming and oncogenic signaling pathways, and clinical evidence supporting metabolic interventions such as metabolic inhibitors and retargeted drugs targeting tumor bioenergy are also discussed. The common conclusion drawn from all these parameters in light of the current findings is that explaining cancer metabolism solely as a consequence of genetic mutations is insufficient; current evidence suggests that metabolic alterations may actively contribute to tumor initiation and progression. Therefore, incorporating systemic metabolic perspectives may facilitate future advances in early diagnosis, therapeutic targeting, and personalized oncology.

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References

Hanahan D. Hallmarks of cancer: New dimensions. Cancer Discov. 2022;12(1):31-46. https://doi.org/10.1158/2159-8290.CD-21-1059

Swanton C, Bernard E, Abbosh C, André F, Auwerx J, Balmain A, et al. Embracing cancer complexity: Hallmarks of systemic disease. Cell. 2024;187(7):1589-1616. https://doi.org/10.1016/j.cell.2024.02.009

Elia I, Haigis MC. Metabolites and the tumour microenvironment: From cellular mechanisms to systemic metabolism. Nat Metab. 2021;3(1):21-32. https://doi.org/10.1038/s42255-020-00317-z

Altea-Manzano P, Lehuédé C, Sauvat A. Metabolic interplays between the tumour and the host shape the tumour macroenvironment. Nat Rev Cancer. 2025;25(4):274-292. https://doi.org/10.1038/s41568-024-00786-4

DeBerardinis RJ, Chandel NS. We need to talk about the Warburg effect. Nat Metab. 2020;2(2):127-129. https://doi.org/10.1038/s42255-020-0172-2

Pavlova NN, Thompson CB. The emerging hallmarks of cancer metabolism. Cell Metab. 2016;23(1):27-47. https://doi.org/10.1016/j.cmet.2015.12.006

Faubert B, Solmonson A, DeBerardinis RJ. Metabolic reprogramming and cancer progression. Science. 2020;368,eaaw5473. https://doi.org/10.1126/science.aaw5473

Gallagher EJ, LeRoith D. Obesity and diabetes: The increased risk of cancer and cancer-related mortality. Physiol Rev. 2020;100(3):1001-1044. https://doi.org/10.1152/physrev.00030.2019

Pearson-Stuttard J, Papadimitriou N, Markozannes G, Cividini S, Kakourou A, Gill D, et al. Type 2 diabetes and cancer: An umbrella review of observational and Mendelian randomization studies. Cancer Epidemiol Biomarkers Prev. 2021;30(6):1218-1228. https://doi.org/10.1158/1055-9965.EPI-20-1245

Esposito K, Chiodini P, Colao A, Lenzi A, Giugliano D. Metabolic syndrome and risk of cancer: A systematic review and meta-analysis. Diabetes Care. 2012;35(11):2402-2411. https://doi.org/10.2337/dc12-0336

Deng L, Liu T, Liu CA, et al. The association of metabolic syndrome score trajectory patterns with risk of all cancer types. Cancer. 2024;130(12):2150-2159. https://doi.org/10.1002/cncr.35235

Reuter S, Gupta SC, Chaturvedi MM, Aggarwal BB. Oxidative stress, inflammation, and cancer: How are they linked? Free Radic Biol Med. 2010;49(11):1603-1616. https://doi.org/10.1016/j.freeradbiomed.2010.09.006

Schmitt M, Greten FR. The inflammatory pathogenesis of colorectal cancer. Nat Rev Immunol. 2021;21(10):653-667. https://doi.org/10.1038/s41577-021-00534-x

Orgel E, Mittelman SD. The links between insulin resistance, diabetes, and cancer. Curr Diab Rep. 2013;13(2):213-222. https://doi.org/10.1007/s11892-012-0356-6

Lee CL, Hiraike Y, et al. Machine learning-predicted insulin resistance is a risk factor for 12 types of cancer. Nat Commun. 2026;17:68355. https://doi.org/10.1038/s41467-026-68355-x

Park J, Euhus DM, Scherer PE. Paracrine and endocrine effects of adipose tissue on cancer development and progression. Endocr Rev. 2011;32(4):550-570. https://doi.org/10.1210/er.2010-0030

Iyengar NM, Gucalp A, Dannenberg AJ, Hudis CA. Obesity and cancer mechanisms: Tumor microenvironment and inflammation. J Clin Oncol. 2016;34(35):4270-4276. https://doi.org/10.1200/JCO.2016.67.4283

Martínez-Reyes I, Chandel NS. Mitochondrial TCA cycle metabolites control physiology and disease. Nat Commun. 2020;11:102. https://doi.org/10.1038/s41467-019-13668-3

Fowle-Grider R, Rowles JL, Shen I, et al. Dietary fructose enhances tumour growth indirectly via interorgan lipid transfer. Nature. 2024;636(8043):737-744. https://doi.org/10.1038/s41586-024-08258-3

Nieman KM, Kenny HA, Penicka CV, Ladanyi A, Buell-Gutbrod R, Zillhardt MR, et al. Adipocytes promote ovarian cancer metastasis and provide energy for rapid tumor growth. Nat Med. 2011;17(11):1498-1503. https://doi.org/10.1038/nm.2492

Dirat B, Bochet L, Dabek M, Daviaud D, Dauvillier S, Majed B, et al. Cancer-associated adipocytes exhibit an activated phenotype and contribute to breast cancer invasion. Cancer Res. 2011;71(7):2455-2465. https://doi.org/10.1158/0008-5472.CAN-10-3323

Goodwin PJ, Chen BE, Gelmon KA, Whelan TJ, Ennis M, Lemieux J, et al. Effect of metformin vs placebo on invasive disease-free survival in patients with breast cancer: The MA.32 randomized clinical trial. JAMA. 2022;327(20):1963-1973. https://doi.org/10.1001/jama.2022.6147

Liberti MV, Locasale JW. The Warburg effect: How does it benefit cancer cells? Trends Biochem Sci. 2016;41(3):211-218. https://doi.org/10.1016/j.tibs.2015.12.001

Vander Heiden MG, Cantley LC, Thompson CB. Understanding the Warburg effect: The metabolic requirements of cell proliferation. Science. 2009;324(5930):1029-1033. https://doi.org/10.1126/science.1160809

Rowles JL III, Patti GJ. Decoding cancer across scales with metabolomics. Nat Rev Cancer. Advance online publication. https://doi.org/10.1038/s41568-026-00908-0

Colegio OR, Chu NQ, Szabo AL, Chu T, Rhebergen AM, Jairam V, et al. Functional polarization of tumour-associated macrophages by tumour-derived lactic acid. Nature. 2014;513(7519):559-563. https://doi.org/10.1038/nature13490

Cote AL, Munger CJ, Ringel AE. Emerging insights into the impact of systemic metabolic changes on tumor-immune interactions. Cell Rep. 2025;44(2):115234. https://doi.org/10.1016/j.celrep.2025.115234

Chen J, Huang Z, Chen Y, Tian H, Chai P, Liang Y, et al. Lactate and lactylation in cancer. Signal Transduct Target Ther. 2025;10(1):38. https://doi.org/10.1038/s41392-024-02082-x

Phelps CM, et al. Exercise-induced microbiota metabolite enhances CD8 T cell antitumor immunity promoting immunotherapy efficacy. Cell. 2025;188(20):5680-5700.e28. https://doi.org/10.1016/j.cell.2025.06.018

Alden SL, Charmsaz S, Li HL, Tsai HL, Danilova L, Munjal K, et al. Pan-tumor analysis to investigate the obesity paradox in immune checkpoint blockade. J Immunother Cancer. 2025;13(1):e009734. https://doi.org/10.1136/jitc-2024-009734

Tannir NM, DiNatale RG, Hammers HJ, Jonasch E, Pili R, Stadler WM, et al. Efficacy and safety of telaglenastat plus cabozantinib vs placebo plus cabozantinib in patients with advanced renal cell carcinoma: The CANTATA randomized clinical trial. JAMA Oncol. 2022;8(10):1411-1418. https://doi.org/10.1001/jamaoncol.2022.3511

Mellinghoff IK, van den Bent M, Blumenthal DT, Touat M, Peters KB, Clarke JL, et al. Vorasidenib in IDH1- or IDH2-mutant low-grade glioma. N Engl J Med. 2023;389(7):589-601. https://doi.org/10.1056/NEJMoa2304194

Buck MD, Sowell RT, Kaech SM, Pearce EL. Metabolic Instruction of Immunity. Cell. 2017;169(4):570-586. https://doi.org/10.1016/j.cell.2017.04.004

Leone RD, Powell JD. Metabolism of immune cells in cancer. Nat Rev Cancer. 2020;20(9):516-531. https://doi.org/10.1038/s41568-020-0273-y

Akay İrem B, Günal MY, Övey İshak S. TRPV1 channel-mediated apoptotic effects of Liquidambar Orientalis Miller balsam on gastric cancer cell line: Liquidambar Orientalis Miller Gum induces apoptosis in gastric cancer cells. Neuro-Cell Mol Res. 2024;1(3):82-88. https://doi.org/10.66588/NCMR.v01i03.4

Aydoğan E, Övey İshak S, Karahan O. Melatonin Reverses Bupivacaine-Induced Cardiotoxicity in Human Cardiomyocytes by Attenuating TRPV1-Mediated Apoptosis, ROS Production, and Mitochondrial Depolarization. Neuro-Cell Mol Res. 2026;3(1):13-19. https://doi.org/10.66588/NCMR.v3i1.2

Published

31-08-2026

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Review Article

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How to Cite

1.
Ustundag B. Reconsidering Cancer Through a Systemic Metabolic Perspective: A Holistic Approach to Tumor Metabolism and Clinical Evidence. Neuro-Cell Mol Res. 2026;3(2):76-84. doi:10.66588/NCMR.3.2.05

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