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Multiparametric MR-PET measurements in hypermetabolic regions reflect differences in molecular status and tumor grade in treatment-naïve diffuse gliomas.
- Source :
-
Journal of neuro-oncology [J Neurooncol] 2020 Sep; Vol. 149 (2), pp. 337-346. Date of Electronic Publication: 2020 Sep 14. - Publication Year :
- 2020
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Abstract
- Purpose: To assess whether hypermetabolically-defined regions of interest (ROIs) on 3,4-dihydroxy-6-[18F]-fluoro-L-phenylalanine (FDOPA) positron emission tomography (PET) could be used to evaluate physiological features and whether there are measurable differences between molecular subtypes and tumor grades.<br />Methods: Sixty-eight treatment-naïve glioma patients who underwent FDOPA PET and magnetic resonance imaging (MRI) were retrospectively included. Fluid-attenuated inversion recovery hyperintense regions (FLAIR <subscript>ROI</subscript> ) were segmented. FDOPA hypermetabolic regions (FDOPA <subscript>ROI</subscript> , tumor-to-striatum ratios > 1) within FLAIR <subscript>ROI</subscript> were extracted. Normalized maximum standardized uptake value (nSUV <subscript>max</subscript> ), volume of each ROI, and median relative cerebral blood volume (rCBV) and apparent diffusion coefficient (ADC) within FLAIR <subscript>ROI</subscript> or FDOPA <subscript>ROI</subscript> were calculated. Imaging metrics were compared using Students t or Mann-Whitney U tests. Area under the curve (AUC) of receiver-operating characteristic curves were used to determine whether imaging metrics within FLAIR <subscript>ROI</subscript> or FDOPA <subscript>ROI</subscript> can discriminate different molecular statuses or grades.<br />Results: Using either FLAIR <subscript>ROI</subscript> or FDOPA <subscript>ROI</subscript> , the nSUV <subscript>max</subscript> and rCBV were significantly higher and the ADC was lower in isocitrate dehydrogenase (IDH) wild-type than mutant gliomas, and in higher-grade gliomas (HGGs) than lower-grade gliomas (LGGs). The FDOPA <subscript>ROI</subscript> volume was significantly higher in 1p19q codeleted than non-codeleted gliomas, and in HGGs than LGGs. Although not significant, imaging metrics extracted by FDOPA <subscript>ROI</subscript> discriminated molecular status and tumor grade more accurately than those extracted by FLAIR <subscript>ROI</subscript> (AUC of IDH status, 0.87 vs. 0.82; 1p19q status, 0.78 vs. 0.73; grade, 0.87 vs. 0.76).<br />Conclusion: FDOPA hypermetabolic ROI may extract useful imaging features of gliomas, which can illuminate biological differences between different molecular status or tumor grades.
- Subjects :
- Aged
Brain Neoplasms genetics
Brain Neoplasms metabolism
Female
Follow-Up Studies
Glioma genetics
Glioma metabolism
Humans
Isocitrate Dehydrogenase genetics
Male
Middle Aged
Prognosis
ROC Curve
Retrospective Studies
Biomarkers, Tumor genetics
Brain Neoplasms pathology
Glioma pathology
Magnetic Resonance Imaging methods
Mutation
Positron-Emission Tomography methods
Subjects
Details
- Language :
- English
- ISSN :
- 1573-7373
- Volume :
- 149
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Journal of neuro-oncology
- Publication Type :
- Academic Journal
- Accession number :
- 32929644
- Full Text :
- https://doi.org/10.1007/s11060-020-03613-6