Arterial spin labeling-based Z-maps have high specificity and positive predictive value for neurodegenerative dementia compared to FDG-PET

  • David Fällmar*
  • , Sven Haller
  • , Johan Lilja
  • , Torsten Danfors
  • , Lena Kilander
  • , Nelleke Tolboom
  • , Karl Egger
  • , Elias Kellner
  • , Philip M Croon
  • , Sander C J Verfaillie
  • , Bart N M van Berckel
  • , Rik Ossenkoppele
  • , Frederik Barkhof
  • , Elna-Marie Larsson
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Objective: Cerebral perfusion analysis based on arterial spin labeling (ASL) MRI has been proposed as an alternative to FDG-PET in patients with neurodegenerative disease. Z-maps show normal distribution values relating an image to a database of controls. They are routinely used for FDG-PET to demonstrate disease-specific patterns of hypometabolism at the individual level. This study aimed to compare the performance of Z-maps based on ASL to FDG-PET. Methods: Data were combined from two separate sites, each cohort consisting of patients with Alzheimer’s disease (n = 18 + 7), frontotemporal dementia (n = 12 + 8) and controls (n = 9 + 29). Subjects underwent pseudocontinuous ASL and FDG-PET. Z-maps were created for each subject and modality. Four experienced physicians visually assessed the 166 Z-maps in random order, blinded to modality and diagnosis. Results: Discrimination of patients versus controls using ASL-based Z-maps yielded high specificity (84%) and positive predictive value (80%), but significantly lower sensitivity compared to FDG-PET-based Z-maps (53% vs. 96%, p < 0.001). Among true-positive cases, correct diagnoses were made in 76% (ASL) and 84% (FDG-PET) (p = 0.168). Conclusion: ASL-based Z-maps can be used for visual assessment of neurodegenerative dementia with high specificity and positive predictive value, but with inferior sensitivity compared to FDG-PET. Key points: • ASL-based Z-maps yielded high specificity and positive predictive value in neurodegenerative dementia. • ASL-based Z-maps had significantly lower sensitivity compared to FDG-PET-based Z-maps. • FDG-PET might be reserved for ASL-negative cases where clinical suspicion persists. • Findings were similar at two study sites.

Original languageEnglish
Pages (from-to)4237-4246
Number of pages10
JournalEuropean Radiology
Volume27
Issue number10
DOIs
Publication statusPublished - Oct 2017

Keywords

  • 18F-FDG
  • Arterial spin labeling MRI
  • Dementia
  • Neurodegenerative
  • Visual assessment

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