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Small vessel disease more than Alzheimer's disease determines diffusion MRI alterations in memory clinic patients

  • Dominantly Inherited Alzheimer Network (DIAN)
  • , DELCODE study group
  • , Alzheimer's Disease Neuroimaging Initiative (ADNI)
  • , Utrecht VCI study group
  • Ludwig-Maximilians-Universität München
  • University Medical Center Utrecht
  • German Center for Neurodegenerative Diseases (DZNE)
  • Washington University School of Medicine in St. Louis
  • Mayo Clinic in Jacksonville, Florida
  • Butler Hospital
  • Brown University
  • Fleni
  • Harvard Medical School
  • Universität zu Köln
  • Otto-von-Guericke University
  • Charite Universitätsmedizin Berlin
  • University of Bonn and University Hospital Bonn
  • Rostock University Medical Center
  • University Clinic Tuebingen
  • Rheinische Friedrich-Wilhelms-Universität Bonn
  • University of Toronto Faculty of Medicine
  • University of Tübingen
  • Sungkyunkwan University School of Medicine
  • Samsung Medical Center, Sungkyunkwan University
  • Sungkyunkwan University
  • University of California San Francisco
  • Kangwon National University Hospital
  • Munich Cluster for Systems Neurology (SyNergy)
  • Medical University of Graz

Research output: Contribution to journalArticlepeer-review

53 Scopus citations

Abstract

Introduction: Microstructural alterations as assessed by diffusion tensor imaging (DTI) are key findings in both Alzheimer's disease (AD) and small vessel disease (SVD). We determined the contribution of each of these conditions to diffusion alterations. Methods: We studied six samples (N = 365 participants) covering the spectrum of AD and SVD, including genetically defined samples. We calculated diffusion measures from DTI and free water imaging. Simple linear, multivariable random forest, and voxel-based regressions were used to evaluate associations between AD biomarkers (amyloid beta, tau), SVD imaging markers, and diffusion measures. Results: SVD markers were strongly associated with diffusion measures and showed a higher contribution than AD biomarkers in multivariable analysis across all memory clinic samples. Voxel-wise analyses between tau and diffusion measures were not significant. Discussion: In memory clinic patients, the effect of SVD on diffusion alterations largely exceeds the effect of AD, supporting the value of diffusion measures as markers of SVD.

Original languageEnglish
Pages (from-to)1504-1514
Number of pages11
JournalAlzheimer's and Dementia
Volume16
Issue number11
DOIs
StatePublished - Nov 2020
Externally publishedYes

Keywords

  • Alzheimer's disease
  • biomarker
  • cerebral small vessel disease
  • diffusion tensor imaging
  • free water imaging
  • white matter

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