Evidence map›Paper›PMID 41994570›Full record

ArticleFrontiers in neuroscience2026

Spatial coupling of enlarged perivascular spaces and white matter lesions across the Alzheimer's disease continuum.

Serena Tang, Pamela Thropp, Isabella Hausle, Kyan Younes, Duygu Tosun

Abstract read
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Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Serena TangBerkeley-UCSF Graduate Program in Bioengineering, University of California, Berkeley, Berkeley, CA, United States.
Pamela ThroppDepartment of Radiology, Northern California Institute for Research and Education, San Francisco, CA, United States.
Isabella HausleDepartment of Radiology, Northern California Institute for Research and Education, San Francisco, CA, United States.
Kyan YounesDepartment of Neurology, Stanford University School of Medicine, Stanford, CA, United States.
Duygu TosunDepartment of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Emerging evidence suggests that impaired waste-clearance systems contribute to Alzheimer's disease pathogenesis, yet the etiology of clearance dysfunction markers, such as enlarged perivascular spaces, remains unclear. Because enlarged perivascular spaces and white matter lesions are both consequences of microvascular injury involving neuroinflammation and impaired cerebrovascular function, we hypothesize that these markers may be spatially coupled through local interstitial fluid stagnation, where impaired perivascular clearance associates with white matter injury. Methods: We assessed global perivascular space differences and correlations across diagnostic and biomarker-informed groups in the Alzheimer's Disease Neuroimaging Initiative dataset within whole brain, white matter, and basal ganglia regions, as well as within and outside of white matter lesions. To assess the spatial relationships between enlarged perivascular spaces and white matter lesions, we examined perivascular space distribution at distances away from white matter lesions. Results: Group-wise analyses revealed greater perivascular space counts and volumes within the white matter lesions and the basal ganglia in the mild cognitively impaired versus cognitively unimpaired group. Perivascular space counts and volumes and white matter lesion volumes correlated significantly within basal ganglia and white matter lesion regions across the cohort, with no differences in this relationship across diagnostic groups. Spatial analyses demonstrated greater perivascular space density within 5-15 mm of white matter lesions in mild cognitively impaired-amyloid positive and all amyloid positive groups compared to cognitively unimpaired-amyloid negative groups and all amyloid negative groups respectively, but reduced density ≥30 mm from white matter lesions in the Alzheimer's diagnosed-amyloid positive versus cognitively unimpaired-amyloid negative groups. White matter lesion volume consistently predicted perivascular spaces counts across all distance bins, with associations weakening as distance from white matter lesions increased. These results were all age and sex adjusted, indicating that the observed changes may reflect pathological processes beyond normal aging. Discussion: These findings demonstrate spatial coupling between enlarged perivascular spaces and white matter lesions across the Alzheimer's disease continuum, with coupling changes emerging early in disease stages, supporting the hypothesis that local perivascular clearance dysfunction and white matter injury represent interacting pathological processes that may serve as early biomarkers of Alzheimer's disease.

Indexed as

Alzheimer's diseasedeep learningglymphatic clearanceperivascular spacewhite matter hyperintensities

Identifiers

PMID41994570
PMCPMC13079328

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.