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Visual Assessment of Brain Perfusion MRI Scans in Dementia: A Pilot Study
David Fällmar1, Johan Lilja2, Vilma Velickaite1
1Department of Surgical Sciences/Radiology, Uppsala University, Uppsala, Sweden.
Purpose:
Functional imaging is becoming increasingly important for the detection of neurodegenerative disorders. Perfusion MRI with arterial spin labeling (ASL) has been reported to provide promising diagnostic possibilities but is not yet widely used in routine clinical work. The aim of this study was to compare, in a clinical setting, the visual assessment of subtracted ASL CBF maps with and without additional smoothing, to FDG-PET data.
Methods:
Ten patients with a clinical diagnosis of dementia and 11 age-matched cognitively healthy controls were examined with pseudo-continuous ASL (pCASL) and 18F-Fluorodeoxyglucose positron emission tomography (FDG-PET). Three diagnostic physicians visually assessed the pCASL maps after subtraction only, and after postprocessing using Gaussian smoothing and GLM-based beta estimate functions. The assessment scores were compared to FDG PET values. Furthermore, the ability to discriminate patients from healthy elderly controls was assessed.
Results:
Smoothing improved the correlation between visually assessed regional ASL perfusion scores and the FDG PET SUV-r values from the corresponding regions. However, subtracted pCASL maps discriminated patients from healthy controls better than smoothed maps. Smoothing increased the number of false-positive patient identifications. Application of beta estimate functions had only a marginal effect.
Conclusion:
Spatial smoothing of ASL images increased false positive results in the discrimination of hypoperfusion conditions from healthy elderly. It also decreased interreader agreement. However, regional characterization and subjective perception of image quality was improved.
Insights
Smoothing arterial spin labeling (ASL) perfusion maps improved image quality but increased false positives in detecting neurodegenerative disorders. Subtracted ASL maps better distinguished patients from controls than smoothed maps.
Area of Science:
- Neuroimaging
- Radiology
- Neurology
Background:
- Functional imaging is crucial for diagnosing neurodegenerative disorders.
- Perfusion MRI using arterial spin labeling (ASL) shows diagnostic potential but lacks routine clinical use.
- Comparing ASL with FDG-PET is essential for clinical validation.
Purpose of the Study:
- To compare visual assessment of smoothed and unsmoothed ASL cerebral blood flow (CBF) maps against FDG-PET data.
- To evaluate the diagnostic performance of ASL in differentiating dementia patients from healthy controls.
- To assess the impact of post-processing techniques on ASL image interpretation.
Main Methods:
- Ten dementia patients and 11 healthy controls underwent pseudo-continuous ASL (pCASL) and FDG-PET.
- Physicians visually assessed pCASL maps (subtracted only vs. smoothed).
- ASL assessments were compared to FDG-PET values and diagnostic discrimination was evaluated.
Main Results:
- Smoothing enhanced correlation between ASL perfusion scores and FDG-PET SUV-r values.
- However, unsmoothed ASL maps showed better patient-control discrimination.
- Smoothing led to more false-positive identifications of patients.
Conclusions:
- Spatial smoothing of ASL images increases false positives in hypoperfusion detection and reduces inter-reader agreement.
- Despite drawbacks, smoothing improves regional characterization and subjective image quality.
- Unsmoothed ASL maps are superior for discriminating between patients and healthy individuals.
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