Boundary-based registration improves sensitivity for detecting hypoperfusion in sporadic frontotemporal lobar

Sylvia Mihailescu1, Quinn Hlava2, Philip A Cook3

  • 1School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, United States.

Frontiers in Neurology
|September 5, 2024
PubMed
Abstract

Insights

Boundary-based registration (BBR) improves Arterial Spin Labeling MRI sensitivity for detecting hypoperfusion in frontotemporal lobar degeneration (FTLD). This method reveals disease-specific patterns and links reduced cerebral blood flow to clinical severity in FTLD-TDP.

Area of Science:

  • Neuroimaging
  • Neurology
  • Radiology

Background:

  • Frontotemporal lobar degeneration (FTLD) is characterized by tau (FTLD-tau) or TDP (FTLD-TDP) inclusions.
  • Arterial Spin Labeling (ASL) MRI detects regional cerebral blood flow (CBF) changes, often acquired with T1-weighted (T1w) images.
  • Accurate registration of ASL and T1w images is crucial for detecting subtle hypoperfusion.

Purpose of the Study:

  • To evaluate if boundary-based registration (BBR) with more degrees of freedom enhances ASL-T1w image alignment compared to manual registration.
  • To assess if improved registration increases sensitivity to regional hypoperfusion differences in FTLD patients.
  • To investigate the association between hypoperfusion and FTLD-clinical dementia rating scale sum-of-boxes (FTLD-CDR) scores.

Main Methods:

  • Recruited patients with sporadic FTLD-tau (sFTLD-tau; N=21), sFTLD-TDP (N=14), and controls (N=50).
  • Compared three ASL-T1w registration methods: manual, manual+BBR, and FLIRT+BBR, assessing alignment via Pearson's Correlation Coefficients (CC).
  • Analyzed mean CBF in regions of interest (ROIs) and used linear regression to correlate CBF with FTLD-CDR.

Main Results:

  • All registration methods showed significant hypoperfusion in frontal and temporal regions in both FTLD groups compared to controls.
  • Hypoperfusion in the left insular cortex, middle temporal gyrus, and temporal pole was detected in sFTLD-TDP relative to sFTLD-tau.
  • FTLD-CDR inversely correlated with CBF in right temporal and orbitofrontal ROIs in sFTLD-TDP; manual+BBR and FLIRT+BBR performed similarly.

Conclusions:

  • ASL MRI, particularly with BBR registration, is sensitive to distinct hypoperfusion patterns in FTLD subtypes.
  • Decreased cerebral blood flow is associated with increased disease severity in sFTLD-TDP.
  • BBR provides adequate registration of ASL-T1w images for both controls and FTLD patients.

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