Metabolic imaging distinguishes ovarian cancer subtypes and detects their early and variable responses to treatment

Oncogene. 2025 Mar;44(9):563-574. doi: 10.1038/s41388-024-03231-w. Epub 2024 Dec 6.

Abstract

High grade serous ovarian cancer displays two metabolic subtypes; a high OXPHOS subtype that shows increased expression of genes encoding electron transport chain components, increased oxygen consumption, and increased chemosensitivity, and a low OXPHOS subtype that exhibits glycolytic metabolism and is more drug resistant. We show here in patient-derived organoids and in the xenografts obtained by their subcutaneous implantation that the low OXPHOS subtype shows higher lactate dehydrogenase activity and monocarboxylate transporter 4 expression than the high OXPHOS subtype and increased lactate labeling in 13C magnetic resonance spectroscopy (MRS) measurements of hyperpolarized [1-13C]pyruvate metabolism. There was no difference between the subtypes in PET measurements of 2-deoxy-2-[fluorine-18]fluoro-D-glucose ([18F]FDG) uptake. Both metabolic imaging techniques could detect the early response to Carboplatin treatment in drug-sensitive high OXPHOS xenografts and no response in drug-resistant in low OXPHOS xenografts. 13C magnetic resonance spectroscopic imaging of hyperpolarized [1-13C]pyruvate metabolism has the potential to be used clinically to distinguish low OXPHOS and high OXPHOS tumor deposits in HGSOC patients and to detect their differential responses to treatment.

MeSH terms

  • Animals
  • Carboplatin / pharmacology
  • Carboplatin / therapeutic use
  • Drug Resistance, Neoplasm
  • Female
  • Fluorodeoxyglucose F18
  • Humans
  • Magnetic Resonance Spectroscopy
  • Mice
  • Ovarian Neoplasms* / classification
  • Ovarian Neoplasms* / diagnostic imaging
  • Ovarian Neoplasms* / drug therapy
  • Ovarian Neoplasms* / metabolism
  • Ovarian Neoplasms* / pathology
  • Oxidative Phosphorylation / drug effects
  • Positron-Emission Tomography / methods
  • Pyruvic Acid / metabolism
  • Xenograft Model Antitumor Assays

Substances

  • Carboplatin
  • Pyruvic Acid
  • Fluorodeoxyglucose F18