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Cross-sectional and longitudinal quantification of total white matter perivascular space volume fraction in Dutch-type Cerebral Amyloid Angiopathy

Journal Article journal-article Artificial Intelligence · Medical Imaging

Abstract

Enlarged perivascular spaces (PVS) in the centrum semiovale are an important marker of Cerebral Amyloid Angiopathy (CAA) and are thought to reflect brain clearance dysfunction. However, the current golden standard for assessing PVS is limited to a unilateral, single slice, qualitative analysis, which has the disadvantage of a strong ceiling effect. We aim to introduce a whole-brain PVS volume fraction (PVSvf) measurement to assess cross-sectional and longitudinal PVSvf differences between pre-symptomatic and symptomatic Dutch-type CAA (D-CAA) mutation carriers and similar-age controls. PVSvf was assessed with a Frangi-vesselness filter-based, segmentation tool developed in-house and was compared cross-sectionally in 70 participants (28 symptomatic D-CAA, 17 pre-symptomatic D-CAA, 10 controls > 50 years, 17 controls ≤ 50 years) and longitudinally in 40 participants (16 symptomatic D-CAA, 13 pre-symptomatic D-CAA, 11 controls combined from both age groups). We found a higher baseline PVSvf in symptomatic D-CAA compared to controls ≤ 50 years (p < 0. 0001, 95% CI [−0. 051, −0. 025]) and controls > 50 years (p < 0. 0001, 95% CI [-0. 042, −0. 016]), in pre-symptomatic D-CAA compared to controls ≤ 50 years (p = 0. 023, 95% CI [−0. 035, −0. 002]), and in controls > 50 years compared to controls ≤ 50 years (p < 0. 001, 95% CI [0. 004, 0. 014]). We found no group differences in PVSvf change over time. The introduction of this quantitative measure of PVS volume in D-CAA showed cross-sectional differences already in pre-symptomatic D-CAA, indicating increased PVSvf in the early stages of D-CAA. We did not observe longitudinal differences over a four-year follow-up when analyzed at group level.

Authors

Keywords

  • Perivascular spaces
  • Brain clearance
  • Amyloid-β
  • Cerebral amyloid angiopathy
  • Dutch-type cerebral amyloid angiopathy
  • Hereditary cerebral hemorrhage with amyloidosis Dutch-type
  • Small vessel disease

Context

Venue
NeuroImage: Clinical
Archive span
2012-2026
Indexed papers
3980
Paper id
561155121617074362
v2026.09.13