Voxelwise and Patientwise Correlation of 18F-FDOPA PET, Relative Cerebral Blood Volume, and Apparent Diffusion Coefficient in Treatment-Naïve Diffuse Gliomas with Different Molecular Subtypes
Authors:
- 9 July 2020
- journal article
- research article
- Published by Society of Nuclear Medicine in Journal of Nuclear Medicine
- Vol. 62 (3) , 319-325
Abstract
Purpose: To identify correlations of gliomas between 18F-fluorodihydroxyphenylalanine (FDOPA) uptake and physiological magnetic resonance imaging (MRI) including relative cerebral blood volume (rCBV) and apparent diffusion coefficient (ADC) with different molecular subtypes, and to evaluate their prognostic values. Methods: Sixty-eight treatment-naïve glioma patients who underwent FDOPA positron emission tomography (PET) and physiological MRI were retrospectively selected (isocitrate dehydrogenase wild-type [IDHwt], 36; mutant 1p/19q non-codeleted [IDHm-non-codel], 16; mutant codeleted [IDHm-codel], 16). Fluid-attenuated inversion recovery hyperintense areas were segmented and used as regions-of-interest. For voxel-wise and patient-wise analyses, Pearson’s correlation coefficients (rvoxel-wise and rpatient-wise) between the normalized standardized uptake value (nSUV), rCBV, and ADC were evaluated. Cox regression analysis was performed to investigate the associations between the overall survival (OS) and rvoxel-wise, max/median nSUV, median CBV, or median ADC. Results: For IDHwt and IDHm-non-codel gliomas, nSUV demonstrated significant positive correlations with rCBV (rvoxel-wise = 0.25 and 0.31, and rpatient-wise = 0.50 and 0.70, respectively), and negative correlations with ADC (rvoxel-wise = −0.19 and −0.19, and rpatient-wise = −0.58 and −0.61, respectively) in both voxel-wise and patient-wise analyses. IDHm-codel gliomas only demonstrated a significant positive correlation between nSUV and ADC in voxel-wise analysis (rvoxel-wise = 0.18). In Cox regression analysis, only rvoxel-wise between nSUV and rCBV (hazard ratio [HR] = 28.82) or ADC (HR = 0.085) had significant associations with OS for IDHwt gliomas. Conclusion: IDHm-codel gliomas showed distinctive patterns of correlations between amino acid PET and physiological MRI. Stronger correlations of nSUV and rCBV or ADC may result in worse prognosis for IDHwt gliomas.Keywords
This publication has 28 references indexed in Scilit:
- Oligodendroglioma: pathology, molecular mechanisms and markersActa Neuropathologica, 2015
- Relationship Between [18F]FDOPA PET Uptake, Apparent Diffusion Coefficient (ADC), and Proliferation Rate in Recurrent Malignant GliomasMolecular Imaging and Biology, 2014
- Recurrent Glioblastoma Treated with Bevacizumab: Contrast-enhanced T1-weighted Subtraction Maps Improve Tumor Delineation and Aid Prediction of Survival in a Multicenter Clinical TrialRadiology, 2014
- Focal Changes in Diffusivity on Apparent Diffusion Coefficient MR Imaging and Amino Acid Uptake on PET Do Not Colocalize in Nonenhancing Low-Grade GliomasJournal of Nuclear Medicine, 2014
- Correlations between Perfusion MR Imaging Cerebral Blood Volume, Microvessel Quantification, and Clinical Outcome Using Stereotactic Analysis in Recurrent High-Grade GliomaAmerican Journal of Neuroradiology, 2011
- Correlation of MR Relative Cerebral Blood Volume Measurements with Cellular Density and Proliferation in High-Grade Gliomas: An Image-Guided Biopsy StudyAmerican Journal of Neuroradiology, 2010
- Apparent Diffusion Coefficient and Cerebral Blood Volume in Brain Gliomas: Relation to Tumor Cell Density and Tumor Microvessel Density Based on Stereotactic BiopsiesAmerican Journal of Neuroradiology, 2007
- Effect of Hydrophilic Components of the Extracellular Matrix on Quantifiable Diffusion-Weighted Imaging of Human Gliomas: Preliminary Results of Correlating Apparent Diffusion Coefficient Values and Hyaluronan Expression LevelAmerican Journal of Roentgenology, 2003
- Maximum-likelihood expectation-maximization reconstruction of sinograms with arbitrary noise distribution using NEC-transformationsIEEE Transactions on Medical Imaging, 2001
- Regioselective radiofluorodestannylation with [18F]F2 and [18F]CH3COOF: A high yield synthesis of 6-[18F]fluoro-l-dopaInternational Journal of Radiation Applications and Instrumentation. Part A. Applied Radiation and Isotopes, 1992