Skip to main content
Erschienen in: Molecular Imaging and Biology 2/2023

23.11.2022 | Research Article

Glucose Infusion Induced Change in Intracellular pH and Its Relationship with Tumor Glycolysis in a C6 Rat Model of Glioblastoma

verfasst von: Qi Qi, Matthew S. Fox, Heeseung Lim, Rebecca Sullivan, Alex Li, Miranda Bellyou, Lise Desjardins, Andrew McClennan, Robert Bartha, Lisa Hoffman, Timothy J. Scholl, Ting-Yim Lee, Jonathan D. Thiessen

Erschienen in: Molecular Imaging and Biology | Ausgabe 2/2023

Einloggen, um Zugang zu erhalten

Abstract

Introduction

The reliance on glycolytic metabolism is a hallmark of tumor metabolism. Excess acid and protons are produced, leading to an acidic tumor environment. Therefore, we explored the relationship between the tumor glycolytic metabolism and tissue pH by comparing 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) and hyperpolarized [1-13C]pyruvate MR spectroscopy imaging (MRSI) to chemical exchange saturation transfer (CEST) MRI measurements of tumor pH.

Methods

106 C6 glioma cells were implanted in the brains of male Wistar rats (N = 11) using stereotactic surgery. A 60-min PET acquisition after a bolus of FDG was performed at 11–13 days post implantation, and standardized uptake value (SUV) was calculated. CEST measurements were acquired the following day before and during constant infusion of glucose solution. Tumor intracellular pH (pHi) was evaluated using amine and amide concentration-independent detection (AACID) CEST MRI. The change of pHi (∆pHi) was calculated as the difference between pHi pre- and during glucose infusion. Rats were imaged immediately with hyperpolarized [1-13C]pyruvate MRSI. Regional maps of the ratio of Lac:Pyr were acquired. The correlations between SUV, Lac:Pyr ratio, and ∆pHi were evaluated using Pearson’s correlation.

Results

A decrease of 0.14 in pHi was found after glucose infusion in tumor region. Significant correlations between tumor glycolysis measurements of Lac:Pyr and ∆pHi within the tumor (ρ = 0.83, P = 0.01) and peritumoral region (ρ = 0.76, P = 0.028) were observed. No significant correlations were found between tumor SUV and ∆pHi within the tumor (ρ =  − 0.45, P = 0.17) and peritumor regions (ρ =  − 0.6, P = 0.051).

Conclusion

AACID detected the changes in pHi induced by glucose infusion. Significant correlations between tumor glycolytic measurement of Lac:Pyr and tumoral and peritumoral pHi and ∆pHi suggest the intrinsic relationship between tumor glycolytic metabolism and the tumor pH environment as well as the peritumor pH environment.

Literatur
  1. Webb BA, Chimenti M, Jacobson MP et al (2011) Dysregulated pH: a perfect storm for cancer progression. Nat Rev Cancer 11(9):671–677. https://​doi.​org/​10.​1038/​nrc3110View ArticlePubMed
  2. Corbet C, Feron O (2017) Tumour acidosis: from the passenger to the driver’s seat. Nat Rev Cancer 17(10):577–593. https://​doi.​org/​10.​1038/​nrc.​2017.​77View ArticlePubMed
  3. Estrella V, Chen T, Lloyd M et al (2013) Acidity generated by the tumor microenvironment drives local invasion. Cancer Res 73(5):1524–1535. https://​doi.​org/​10.​1158/​0008-5472.​CAN-12-2796View ArticlePubMedPubMed Central
  4. Heiden MGV, Cantley LC, Thompson CB (2009) Understanding the Warburg effect: the metabolic requirements of cell proliferation. Science (80- ) 324(5930):1029–1033. https://​doi.​org/​10.​1126/​science.​1160809View Article
  5. Stubbs M, Rodrigues L, Howe FA et al (1994) Metabolic consequences of a reversed pH gradient in rat tumors. Cancer Res 54(15):4011–4016PubMed
  6. Lim H, Albatany M, Martínez-Santiesteban F et al (2018) Longitudinal measurements of intra-and extracellular pH gradient in a rat model of glioma. Tomography 4(2):46–54. https://​doi.​org/​10.​18383/​j.​tom.​2018.​00001
  7. Chen LQ, Howison CM, Jeffery JJ et al (2014) Evaluations of extracellular PH within in Vivo tumors using acidocest MRI. Magn Reson Med 72(5):1408–1417. https://​doi.​org/​10.​1002/​mrm.​25053View ArticlePubMed
  8. Volk T, JäHde E, Fortmeyer HP et al (1993) pH in human tumour xenografts: effect of intravenous administration of glucose. Br J Cancer 68(3):492–500. https://​doi.​org/​10.​1038/​bjc.​1993.​375View ArticlePubMedPubMed Central
  9. Longo DL, Bartoli A, Consolino L et al (2016) In Vivo imaging of tumor metabolism and acidosis by combining PET and MRI-CEST pH imaging. Cancer Res 76(22):6463–6470. https://​doi.​org/​10.​1158/​0008-5472.​CAN-16-0825View ArticlePubMed
  10. Albatany M, Li A, Meakin S et al (2018) Dichloroacetate induced intracellular acidification in glioblastoma: in vivo detection using AACID-CEST MRI at 9.4 Tesla. J Neurooncol 136(2):255–262. https://​doi.​org/​10.​1007/​s11060-017-2664-9View ArticlePubMed
  11. McVicar N, Li AX, Gonçalves DF et al (2014) Quantitative tissue pH measurement during cerebral ischemia using amine and amide concentration-independent detection (AACID) with MRI. J Cereb Blood Flow Metab 34(4):690–698. https://​doi.​org/​10.​1038/​jcbfm.​2014.​12View ArticlePubMedPubMed Central
  12. Lim H. (2017) Tumour metabolism using hyperpolarized carbon-13 magnetic resonance spectroscopic imaging in a preclinical model of glioma. PhD Thesis
  13. Qi Q, Fox MS, Lim H et al (2021) Multimodality in Vivo imaging of perfusion and glycolysis in a rat model of C6 glioma. Mol Imaging Biol 23:516–526. https://​doi.​org/​10.​1007/​s11307-021-01585-1View ArticlePubMed
  14. Qi Q, Yeung TPC, Lee TY et al (2016) Evaluation of CT perfusion biomarkers of tumor hypoxia. PLoS ONE 11(4). https://​doi.​org/​10.​1371/​journal.​pone.​0153569
  15. Yeung TPC (2014) Functional imaging of malignant gliomas with CT perfusion. PhD Thesis.
  16. Gallamini A, Zwarthoed C, Borra A (2014) Positron emission tomography (PET) in oncology. Cancers 6(4):1821–1889. https://​doi.​org/​10.​3390/​cancers6041821View ArticlePubMedPubMed Central
  17. Silver IA, Erecinska M (1994) Extracellular glucose concentration in mammalian brain: continuous monitoring of changes during increased neuronal activity and upon limitation in oxygen supply in normo-, hypo-, and hyperglycemic animals. J Neurosci 14(8):5068–5076. https://​doi.​org/​10.​1523/​jneurosci.​14-08-05068.​1994View ArticlePubMedPubMed Central
  18. Zaiss M, Anemone A, Goerke S et al (2019) Quantification of hydroxyl exchange of D-glucose at physiological conditions for optimization of glucoCEST MRI at 3, 7 and 9.4 Tesla. NMR Biomed 32(9). https://​doi.​org/​10.​1002/​nbm.​4113
  19. Zaiss M, Zu Z, Xu J et al (2015) A combined analytical solution for chemical exchange saturation transfer and semi-solid magnetization transfer. NMR Biomed 28(2):217–230. https://​doi.​org/​10.​1002/​nbm.​3237View ArticlePubMed
  20. Yeung TPC, Kurdi M et al (2014) CT perfusion imaging as an early biomarker of differential response to stereotactic radiosurgery in C6 rat gliomas. PLoS ONE 9(10). https://​doi.​org/​10.​1371/​journal.​pone.​0109781
  21. McVicar N, Li AX, Suchý M et al (2013) Simultaneous in Vivo pH and temperature mapping using a PARACEST-MRI contrast agent. Magn Reson Med 70(4):1016–1025. https://​doi.​org/​10.​1002/​mrm.​24539View ArticlePubMed
  22. Coman D, Huang Y, Rao JU et al (2016) Imaging the intratumoral-peritumoral extracellular pH gradient of gliomas. NMR Biomed 29(3):309–319. https://​doi.​org/​10.​1002/​nbm.​3466View ArticlePubMedPubMed Central
  23. Roesler R, Dini SA, Isolan GR (2021) Neuroinflammation and immunoregulation in glioblastoma and brain metastases: recent developments in imaging approaches. Clin Exp Immunol 206(3):1–11. https://​doi.​org/​10.​1111/​CEI.​13668View Article
  24. Golman K, Zandt R, Lerche M et al (2006) Metabolic imaging by hyperpolarized 13C magnetic resonance imaging for in Vivo tumor diagnosis. Cancer Res 66(22):10855–10860. https://​doi.​org/​10.​1158/​0008-5472.​CAN-06-2564View ArticlePubMed
  25. Kroemer G, Pouyssegur J (2008) Tumor cell metabolism: cancer’s Achilles’ heel. Cancer Cell 13(6):472–482. https://​doi.​org/​10.​1016/​J.​CCR.​2008.​05.​005View ArticlePubMed
  26. Nagano N, Sasaki H, Aoyagi M et al (1993) Invasion of experimental rat brain tumor: early morphological changes following microinjection of C6 glioma cells. Acta Neuropathol 86(2):117–125. https://​doi.​org/​10.​1007/​BF00334878View ArticlePubMed
  27. Yang W, Warrington NM, Taylor SJ et al (2019) Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data. Sci Transl Med 11(473). https://​doi.​org/​10.​1126/​SCITRANSLMED.​AAO5253
  28. Lund J, Ouwens DM, Wettergreen M et al (2019) Increased glycolysis and higher lactate production in hyperglycemic myotubes. Cells 8(9). https://​doi.​org/​10.​3390/​CELLS8091101
  29. Twarock S, Reichert C, Peter U et al (2017) Hyperglycaemia and aberrated insulin signalling stimulate tumour progression via induction of the extracellular matrix component hyaluronan. Int J cancer 141(4):791–804. https://​doi.​org/​10.​1002/​IJC.​30776View ArticlePubMed
Metadaten
Titel
Glucose Infusion Induced Change in Intracellular pH and Its Relationship with Tumor Glycolysis in a C6 Rat Model of Glioblastoma
verfasst von
Qi Qi
Matthew S. Fox
Heeseung Lim
Rebecca Sullivan
Alex Li
Miranda Bellyou
Lise Desjardins
Andrew McClennan
Robert Bartha
Lisa Hoffman
Timothy J. Scholl
Ting-Yim Lee
Jonathan D. Thiessen
Publikationsdatum
23.11.2022
Verlag
Springer International Publishing
Erschienen in
Molecular Imaging and Biology / Ausgabe 2/2023
Print ISSN: 1536-1632
Elektronische ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-022-01726-0

Weitere Artikel der Ausgabe 2/2023

Molecular Imaging and Biology 2/2023 Zur Ausgabe

Akuter Schwindel: Wann lohnt sich eine MRT?

28.04.2024 Schwindel Nachrichten

Akuter Schwindel stellt oft eine diagnostische Herausforderung dar. Wie nützlich dabei eine MRT ist, hat eine Studie aus Finnland untersucht. Immerhin einer von sechs Patienten wurde mit akutem ischämischem Schlaganfall diagnostiziert.

Screening-Mammografie offenbart erhöhtes Herz-Kreislauf-Risiko

26.04.2024 Mammografie Nachrichten

Routinemäßige Mammografien helfen, Brustkrebs frühzeitig zu erkennen. Anhand der Röntgenuntersuchung lassen sich aber auch kardiovaskuläre Risikopatientinnen identifizieren. Als zuverlässiger Anhaltspunkt gilt die Verkalkung der Brustarterien.

S3-Leitlinie zu Pankreaskrebs aktualisiert

23.04.2024 Pankreaskarzinom Nachrichten

Die Empfehlungen zur Therapie des Pankreaskarzinoms wurden um zwei Off-Label-Anwendungen erweitert. Und auch im Bereich der Früherkennung gibt es Aktualisierungen.

Fünf Dinge, die im Kindernotfall besser zu unterlassen sind

18.04.2024 Pädiatrische Notfallmedizin Nachrichten

Im Choosing-Wisely-Programm, das für die deutsche Initiative „Klug entscheiden“ Pate gestanden hat, sind erstmals Empfehlungen zum Umgang mit Notfällen von Kindern erschienen. Fünf Dinge gilt es demnach zu vermeiden.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.