Grading and outcome prediction of pediatric diffuse astrocytic tumors with diffusion and arterial spin labeling perfusion MRI in comparison with 18F-DOPA PET
Creators
- 1. Istituto Giannina Gaslini, Neuroradiology Unit, Genoa (Italy)
- 2. Ente Ospedaliero Ospedali Galliera, Nuclear Medicine Unit, Genoa (Italy)
- 3. Ente Ospedaliero Ospedali Galliera, Clinical Trial Unit, Scientific Directorate, Genoa (Italy)
- 4. Istituto Giannina Gaslini, Pathology Unit, Genoa (Italy)
- 5. Istituto Giannina Gaslini, Neurosurgery Unit, Genoa (Italy)
- 6. Istituto Giannina Gaslini, Neuro-oncology Unit, Genoa (Italy)
Description
The aim of this study was to investigate MRI-derived diffusion weighted imaging (DWI) and arterial spin labeling (ASL) perfusion imaging in comparison with 18F-dihydroxyphenylalanine (DOPA) PET with respect to diagnostic performance in tumor grading and outcome prediction in pediatric patients with diffuse astrocytic tumors (DAT). We retrospectively analyzed 26 children with histologically proven treatment naive low and high grade DAT who underwent ASL and DWI performed within 2 weeks of 18F-DOPA PET. Relative ASL-derived cerebral blood flow max (rCBF max) and DWI-derived minimum apparent diffusion coefficient (rADC min) were compared with 18F-DOPA uptake tumor/normal tissue (T/N) and tumor/striatum (T/S) ratios, and correlated with World Health Organization (WHO) tumor grade and progression-free survival (PFS). Statistics included Pearson's chi-square and Mann-Whitney U tests, Spearman's rank correlation, receiver operating characteristic (ROC) analysis, discriminant function analysis (DFA), Kaplan-Meier survival curve, and Cox analysis. A significant correlation was demonstrated between rCBF max, rADC min, and 18F-DOPA PET data (p < 0.001). Significant differences in terms of rCBF max, rADC min, and 18F-DOPA uptake were found between low- and high-grade DAT (p ≤ 0.001). ROC analysis and DFA demonstrated that T/S and T/N values were the best parameters for predicting tumor progression (AUC 0.93, p < 0.001). On univariate analysis, all diagnostic tools correlated with PFS (p ≤ 0.001); however, on multivariate analysis, only 18F-DOPA uptake remained significantly associated with outcome (p ≤ 0.03), while a trend emerged for rCBF max (p = 0.09) and rADC min (p = 0.08). The combination of MRI and PET data increased the predictive power for prognosticating tumor progression (AUC 0.97, p < 0.001). DWI, ASL and 18F-DOPA PET provide useful complementary information for pediatric DAT grading. 18F-DOPA uptake better correlates with PFS prediction. Combining MRI and PET data provides the highest predictive power for prognosticating tumor progression suggesting a synergistic role of these diagnostic tools. (orig.)
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00259-017-3777-2Additional details
Identifiers
Publishing Information
- Journal Title
- European Journal of Nuclear Medicine and Molecular Imaging
- Journal Volume
- 44
- Journal Issue
- 12
- Journal Page Range
- p. 2084-2093
- ISSN
- 1619-7070
- CODEN
- EJNMA6
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 49012065
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ASTROCYTOMAS; BLOOD CIRCULATION; BLOOD FLOW; CHILDREN; COMPARATIVE EVALUATIONS; COMPUTERIZED TOMOGRAPHY; DIFFUSION; DOPA; FLUORINE 18; IMAGE PROCESSING; MAGNETIC FIELDS; MULTIVARIATE ANALYSIS; NMR IMAGING; PEDIATRICS; POSITRON COMPUTED TOMOGRAPHY; RADIOPHARMACEUTICALS; RELAXATION TIME; SURVIVAL CURVES; SURVIVAL TIME; UPTAKE; WEIGHTING FUNCTIONS
- Descriptors DEC
- AGE GROUPS; AMINO ACIDS; ANIMALS; AUTONOMIC NERVOUS SYSTEM AGENTS; BETA DECAY RADIOISOTOPES; BETA-PLUS DECAY RADIOISOTOPES; CARBOXYLIC ACIDS; COMPUTERIZED TOMOGRAPHY; DIAGNOSTIC TECHNIQUES; DISEASES; DRUGS; EMISSION COMPUTED TOMOGRAPHY; EVALUATION; FLUORINE ISOTOPES; FUNCTIONS; GLIOMAS; HOURS LIVING RADIOISOTOPES; HYDROXY ACIDS; ISOMERIC TRANSITION ISOTOPES; ISOTOPES; LABELLED COMPOUNDS; LIGHT NUCLEI; MAMMALS; MAN; MATERIALS; MATHEMATICS; MEDICINE; NANOSECONDS LIVING RADIOISOTOPES; NEOPLASMS; NERVOUS SYSTEM DISEASES; NEUROREGULATORS; NUCLEI; ODD-ODD NUCLEI; ORGANIC ACIDS; ORGANIC COMPOUNDS; PRIMATES; PROCESSING; RADIOACTIVE MATERIALS; RADIOISOTOPES; STATISTICS; TOMOGRAPHY; VERTEBRATES