Magnetic resonance imaging of tumor glycolysis using hyperpolarized 13C-labeled glucose

Subjects

Abstract

In this study, we monitored glycolysis in mouse lymphoma and lung tumors by measuring the conversion of hyperpolarized [U-2H, U-13C]glucose to lactate using 13C magnetic resonance spectroscopy and spectroscopic imaging. We observed labeled lactate only in tumors and not in surrounding normal tissue or other tissues in the body and found that it was markedly decreased at 24 h after treatment with a chemotherapeutic drug. We also detected an increase in a resonance assigned to 6-phosphogluconate in the pentose phosphate pathway. This technique could provide a new way of detecting early evidence of tumor treatment response in the clinic and of monitoring tumor pentose phosphate pathway activity.

Access options

Rent or Buy article

Get time limited or full article access on ReadCube.

from$8.99

All prices are NET prices.

Figure 1: [U-2H, U-13C]glucose signals are detectable in vivo.
Figure 2: 13C spectroscopic imaging showing the spatial distribution of labeled glucose and lactate.
Figure 3: 13C MR spectrum from an untreated subcutaneous EL4 lymphoma tumor.

References

  1. 1

    Gatenby, R.A. & Gillies, R.J. Why do cancers have high aerobic glycolysis? Nat. Rev. Cancer 4, 891–899 (2004).

  2. 2

    Hsu, P.P. & Sabatini, D.M. Cancer cell metabolism: Warburg and beyond. Cell 134, 703–707 (2008).

  3. 3

    Vander Heiden, M.G., Cantley, L.C. & Thompson, C.B. Understanding the Warburg Effect: the metabolic requirements of cell proliferation. Science 324, 1029–1033 (2009).

  4. 4

    Cairns, R.A., Harris, I.S. & Mak, T.W. Regulation of cancer cell metabolism. Nat. Rev. Cancer 11, 85–95 (2011).

  5. 5

    Brindle, K. New approaches for imaging tumour responses to treatment. Nat. Rev. Cancer 8, 94–107 (2008).

  6. 6

    Weber, W.A. Use of PET for monitoring cancer therapy and for predicting outcome. J. Nucl. Med. 46, 983–995 (2005).

  7. 7

    Mason, G.F. et al. Simultaneous determination of the rates of the TCA cycle, glucose-utilization, α-ketoglutarate glutamate exchange, and glutamine synthesis in human brain by NMR. J. Cereb. Blood Flow Metab. 15, 12–25 (1995).

  8. 8

    Ardenkjaer-Larsen, J.H. et al. Increase in signal-to-noise ratio of >10,000 times in liquid-state NMR. Proc. Natl. Acad. Sci. USA 100, 10158–10163 (2003).

  9. 9

    Kurhanewicz, J. et al. Analysis of cancer metabolism by imaging hyperpolarized nuclei: prospects for translation to clinical research. Neoplasia 13, 81–97 (2011).

  10. 10

    Brindle, K.M., Bohndiek, S.E., Gallagher, F.A. & Kettunen, M.I. Tumor imaging using hyperpolarized 13C magnetic resonance spectroscopy. Magn. Reson. Med. 66, 505–519 (2011).

  11. 11

    Day, S.E. et al. Detecting tumor response to treatment using hyperpolarized 13C magnetic resonance imaging and spectroscopy. Nat. Med. 13, 1382–1387 (2007).

  12. 12

    Ward, C.S. et al. Noninvasive detection of target modulation following phosphatidylinositol 3-kinase inhibition using hyperpolarized 13C magnetic resonance spectroscopy. Cancer Res. 70, 1296–1305 (2010).

  13. 13

    Witney, T.H., Kettunen, M.I. & Brindle, K.M. Kinetic modeling of hyperpolarized 13C label exchange between pyruvate and lactate in tumor cells. J. Biol. Chem. 286, 24572–24580 (2011).

  14. 14

    Allouche-Arnon, H., Lerche, M.H., Karlsson, M., Lenkinski, R.E. & Katz-Brull, R. Deuteration of a molecular probe for DNP hyperpolarization—a new approach and validation for choline chloride. Contrast Media Mol. Imaging 6, 499–506 (2011).

  15. 15

    Meier, S., Jensen, P.R. & Duus, J.Ø. Real-time detection of central carbon metabolism in living Escherichia coli and its response to perturbations. FEBS Lett. 585, 3133–3138 (2011).

  16. 16

    Meier, S., Karlsson, M., Jensen, P.R., Lerche, M.H. & Duus, J.O. Metabolic pathway visualization in living yeast by DNP-NMR. Mol. Biosyst. 7, 2834–2836 (2011).

  17. 17

    Harris, T., Frydman, L. & Degani, H. Hyperpolarized 13C NMR studies of glucose metabolism in living breast cancer cell cultures. NMR Biomed. 26, 1831–1843 (2013).

  18. 18

    Allouche-Arnon, H. et al. In vivo magnetic resonance imaging of glucose—initial experience. Contrast Media Mol. Imaging 8, 72–82 (2013).

  19. 19

    Nelson, S.J. et al. Metabolic imaging of patients with prostate cancer using hyperpolarized [1-13C]pyruvate. Sci. Transl. Med. 5, 198ra108 (2013).

  20. 20

    Gumaa, K.A. & McLean, P. The pentose phosphate pathway of glucose metabolism. Biochem. J. 115, 1009–1029 (1969).

  21. 21

    Marin-Valencia, I. et al. Glucose metabolism via the pentose phosphate pathway, glycolysis and Krebs cycle in an orthotopic mouse model of human brain tumors. NMR Biomed. 25, 1177–1186 (2012).

  22. 22

    Rivenzon-Segal, D., Margalit, R. & Degani, H. Glycolysis as a metabolic marker in orthotopic breast cancer, monitored by in vivo C-13 MRS. Am. J. Physiol. Endocrinol. Metab. 283, E623–E630 (2002).

  23. 23

    Poptani, H. et al. Cyclophosphamide treatment modifies tumor oxygenation and glycolytic rates of RIF-1 tumors: C-13 magnetic resonance spectroscopy, Eppendorf electrode, and redox scanning. Cancer Res. 63, 8813–8820 (2003).

  24. 24

    Madsen, P.L., Cruz, N.F., Sokoloff, L. & Dienel, G.A. Cerebral oxygen/glucose ratio is low during sensory stimulation and rises above normal during recovery: Excess glucose consumption during stimulation is not accounted for by lactate efflux from or accumulation in brain tissue. J. Cereb. Blood Flow Metab. 19, 393–400 (1999).

  25. 25

    Neely, J.R., Whitmer, J.T. & Rovetto, M.J. Effect of coronary blood-flow on glycolytic flux and intracellular pH in isolated rat hearts. Circ. Res. 37, 733–741 (1975).

  26. 26

    Kennedy, B.W.C., Kettunen, M.I., Hu, D.-E. & Brindle, K.M. Probing lactate dehydrogenase activity in tumors by measuring hydrogen/deuterium exchange in hyperpolarized L-[1-13C,U-2H]Lactate. J. Am. Chem. Soc. 134, 4969–4977 (2012).

  27. 27

    Kettunen, M.I. et al. Magnetization transfer measurements of exchange between hyperpolarized [1-13C]pyruvate and [1-13C]lactate in a murine lymphoma. Magn. Reson. Med. 63, 872–880 (2010).

  28. 28

    Park, J.M. et al. Metabolic response of glioma to dichloroacetate measured in vivo by hyperpolarized 13C magnetic resonance spectroscopic imaging. Neuro-oncol. 15, 433–441 (2013).

  29. 29

    Lodi, A., Woods, S.M. & Ronen, S.M. Treatment with the MEK inhibitor U0126 induces decreased hyperpolarized pyruvate to lactate conversion in breast, but not prostate, cancer cells. NMR Biomed. 26, 299–306 (2013).

  30. 30

    Riganti, C., Gazzano, E., Polimeni, M., Aldieri, E. & Ghigo, D. The pentose phosphate pathway: An antioxidant defense and a crossroad in tumor cell fate. Free Radic. Biol. Med. 53, 421–436 (2012).

Download references

Acknowledgements

The work was supported by a Cancer Research UK Programme grant (C197/A3514) and by a Translational Research Program Award from The Leukemia & Lymphoma Society to K.M.B. T.B.R. is a recipient of an Intra-European Marie Curie (FP7-PEOPLE-2009-IEF, Imaging Lymphoma) fellowship and a Long-term European Molecular Biology Organization (EMBO-ALT-1145-2009) fellowship. E.M.S. is a recipient of a fellowship from the European Union Seventh Framework Programme (FP7/2007-2013) under the Marie Curie Initial Training Network METAFLUX (project number 264780). E.M.S. acknowledges the educational support of Programme for Advanced Medical Education from Calouste Gulbenkian Foundation, Champalimaud Foundation, Ministerio de Saude and Fundacao para a Ciencia e Tecnologia, Portugal. The polarizer and related materials were provided by GE Healthcare. The authors thank F. Gallagher for help with the polarizer. The laboratory is a member of and receives support from the Cancer Research UK & Engineering and Physical Science Research Council Cancer Imaging Center in Cambridge and Manchester.

Author information

T.B.R. and M.I.K. designed the research; T.B.R., E.M.S., B.W.C.K., D.-E.H. and M.I.K. performed the research; T.B.R. and M.I.K. analyzed data; and T.B.R., M.I.K. and K.M.B. wrote the paper.

Correspondence to Kevin M Brindle.

Ethics declarations

Competing interests

The hyperpolarizer is on loan from GE Healthcare and is the subject of a research agreement between the University of Cambridge, Cancer Research UK and GE Healthcare.

Supplementary information

Supplementary Text and Figures

Supplementary Figures 1 and 2 (PDF 227 kb)

Rights and permissions

Reprints and Permissions

About this article

Cite this article

Rodrigues, T., Serrao, E., Kennedy, B. et al. Magnetic resonance imaging of tumor glycolysis using hyperpolarized 13C-labeled glucose. Nat Med 20, 93–97 (2014) doi:10.1038/nm.3416

Download citation

Further reading