The optimal 18 F-fluoromisonidazole PET threshold to define tumor hypoxia in preclinical squamous cell carcinomas using pO 2 electron paramagnetic resonance imaging as reference truth

European Journal of Nuclear Medicine and Molecular Imaging(2022)

引用 7|浏览16
暂无评分
摘要
Purpose To identify the optimal threshold in 18 F-fluoromisonidazole (FMISO) PET images to accurately locate tumor hypoxia by using electron paramagnetic resonance imaging (pO 2 EPRI) as ground truth for hypoxia, defined by pO 2 ≤ 10 mmHg. Methods 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 K trans and v e 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 pO 2 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 pO 2 EPRI. Results FMISO PET thresholds to define hypoxia with maximum OHS (both OHS = 0.728 ± 0.2) were SUV ≥ 1.4 × SUV mean and SUV ≥ 0.6 × SUV max . Weak-to-moderate correlations (| ρ |< 0.70) were observed between PET/EPRI hypoxia images with vascular permeability ( K trans ) or fractional extracellular-extravascular space ( v e ) from DCE-MRI. Conclusion This is the first in vivo comparison of FMISO uptake with pO 2 EPRI to identify the optimal FMISO threshold to define tumor hypoxia, which may successfully direct hypoxic tumor boosts in patients, thereby enhancing tumor control.
更多
查看译文
关键词
Tumor hypoxia, FMISO PET, EPRI, DCE-MRI
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要