Published 2022 | Version v1
Journal article

The optimal 18F-fluoromisonidazole PET threshold to define tumor hypoxia in preclinical squamous cell carcinomas using pO2 electron paramagnetic resonance imaging as reference truth

  • 1. Center for EPR Imaging In Vivo Physiology, The University of Chicago, Chicago, IL (United States)
  • 2. Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, IL (United States)
  • 3. Department of Radiology, The University of Chicago, Chicago, IL (United States)
  • 4. Integrated Small Animal Imaging Research Resource, OSRF, The University of Chicago, Chicago, IL (United States)
  • 5. Department of Public Health Sciences, The University of Chicago, Chicago, IL (United States)

Description

To identify the optimal threshold in 18F-fluoromisonidazole (FMISO) PET images to accurately locate tumor hypoxia by using electron paramagnetic resonance imaging (pO2 EPRI) as ground truth for hypoxia, defined by pO2 ≤ 10 mmHg. Tumor hypoxia images in mouse models of SCCVII squamous cell carcinoma (n = 16) were acquired in a hybrid PET/EPRI imaging system 2 h post-injection of FMISO. T2-weighted MRI was used to delineate tumor and muscle tissue. Dynamic contrast enhanced (DCE) MRI parametric images of Ktrans and ve were generated to model tumor vascular properties. Images from PET/EPR/MRI were co-registered and resampled to isotropic 0.5 mm voxel resolution for analysis. PET images were converted to standardized uptake value (SUV) and tumor-to-muscle ratio (TMR) units. FMISO uptake thresholds were evaluated using receiver operating characteristic (ROC) curve analysis to find the optimal FMISO threshold and unit with maximum overall hypoxia similarity (OHS) with pO2 EPRI, where OHS = 1 shows perfect overlap and OHS = 0 shows no overlap. The means of dice similarity coefficient, normalized Hausdorff distance, and accuracy were used to define the OHS. Monotonic relationships between EPRI/PET/DCE-MRI were evaluated with the Spearman correlation coefficient (ρ) to quantify association of vasculature on hypoxia imaged with both FMISO PET and pO2 EPRI. FMISO PET thresholds to define hypoxia with maximum OHS (both OHS = 0.728 ± 0.2) were SUV ≥ 1.4 × SUVmean and SUV ≥ 0.6 × SUVmax. Weak-to-moderate correlations (|ρ|< 0.70) were observed between PET/EPRI hypoxia images with vascular permeability (Ktrans) or fractional extracellular-extravascular space (ve) from DCE-MRI. This is the first in vivo comparison of FMISO uptake with pO2 EPRI to identify the optimal FMISO threshold to define tumor hypoxia, which may successfully direct hypoxic tumor boosts in patients, thereby enhancing tumor control.

Availability note (English)

Available from: http://dx.doi.org/10.1007/s00259-022-05889-4

Additional details

Identifiers

Publishing Information

Journal Title
European Journal of Nuclear Medicine and Molecular Imaging
Journal Volume
49
Journal Issue
12
Journal Page Range
p. 4014-4024
ISSN
1619-7070
CODEN
EJNMA6

Optional Information

Notes
Oncology #En Dash# Genitourinary