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Combination of MRI and dynamic FET PET for initial glioma grading
V Dunet1, P Maeder, M Nicod-Lalonde
1Vincent Dunet, MD, BSc, Department of Radiology, Lausanne University Hospital, Rue du Bugnon 46, 1011, Lausanne Switzerland, Tel. +41/795 56 05 68, Fax +41/213 14 43 49,
Aim:
MRI and PET with 18F-fluoro-ethyl-tyrosine (FET) have been increasingly used to evaluate patients with gliomas. Our purpose was to assess the additive value of MR spectroscopy (MRS), diffusion imaging and dynamic FET-PET for glioma grading.
Patients, Methods:
38 patients (42 ± 15 aged, F/M: 0.46) with untreated histologically proven brain gliomas were included. All underwent conventional MRI, MRS, diffusion sequences, and FET-PET within 3±4 weeks. Performances of tumour FET time-activity-curve, early-to-middle SUVmax ratio, choline / creatine ratio and ADC histogram distribution pattern for gliomas grading were assessed, as compared to histology. Combination of these parameters and respective odds were also evaluated.
Results:
Tumour time-activity-curve reached the best accuracy (67%) when taken alone to distinguish between low and high-grade gliomas, followed by ADC histogram analysis (65%). Combination of time-activity-curve and ADC histogram analysis improved the sensitivity from 67% to 86% and the specificity from 63-67% to 100% (p < 0.008). On multivariate logistic regression analysis, negative slope of the tumour FET time-activity-curve however remains the best predictor of high-grade glioma (odds 7.6, SE 6.8, p = 0.022).
Conclusion:
Combination of dynamic FET-PET and diffusion MRI reached good performance for gliomas grading. The use of FET-PET/MR may be highly relevant in the initial assessment of primary brain tumours.
Insights
Dynamic FET-PET and diffusion MRI combined offer improved accuracy for glioma grading. This combination enhances sensitivity and specificity in distinguishing low- from high-grade gliomas, aiding initial assessment.
Area of Science:
- Neuro-oncology
- Radiology
- Nuclear Medicine
Background:
- Magnetic Resonance Imaging (MRI) and Positron Emission Tomography (PET) with 18F-fluoro-ethyl-tyrosine (FET) are increasingly utilized in glioma patient evaluation.
- Accurate glioma grading is crucial for treatment planning and prognosis.
- Conventional MRI may not always provide sufficient detail for precise grading.
Purpose of the Study:
- To evaluate the additive value of MR spectroscopy (MRS), diffusion imaging, and dynamic FET-PET for glioma grading.
- To assess the performance of specific imaging parameters in differentiating low-grade from high-grade gliomas.
Main Methods:
- 38 patients with untreated, histologically confirmed brain gliomas underwent conventional MRI, MRS, diffusion sequences, and FET-PET.
- Analysis included tumor FET time-activity-curve, SUVmax ratio, Choline/Creatine ratio, and ADC histogram patterns.
- Performance was compared to histological grading, with combined parameter analysis also conducted.
Main Results:
- Tumor FET time-activity-curve (67%) and ADC histogram analysis (65%) showed the best individual accuracy for glioma grading.
- Combining time-activity-curve and ADC histogram analysis significantly improved sensitivity (67% to 86%) and specificity (63-67% to 100%).
- A negative slope of the tumor FET time-activity-curve was the strongest independent predictor of high-grade glioma (odds ratio 7.6).
Conclusions:
- The combination of dynamic FET-PET and diffusion MRI demonstrates strong performance for glioma grading.
- This integrated FET-PET/MR approach is highly relevant for the initial assessment of primary brain tumors.
- Further research may validate these findings for routine clinical application.
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