Biomagnetic biomarkers for dementia: A pilot multicentre study with a recommended methodological framework for magnetoencephalography.
Functional connectivity
Harmonization
Magnetoencephalography
Mild cognitive impairment
Multi-site
Spectral analysis
Journal
Alzheimer's & dementia (Amsterdam, Netherlands)
ISSN: 2352-8729
Titre abrégé: Alzheimers Dement (Amst)
Pays: United States
ID NLM: 101654604
Informations de publication
Date de publication:
Dec 2019
Dec 2019
Historique:
entrez:
22
8
2019
pubmed:
23
8
2019
medline:
23
8
2019
Statut:
epublish
Résumé
An increasing number of studies are using magnetoencephalography (MEG) to study dementia. Here we define a common methodological framework for MEG resting-state acquisition and analysis to facilitate the pooling of data from different sites. Two groups of patients with mild cognitive impairment (MCI, n = 84) and healthy controls (n = 84) were combined from three sites, and site and group differences inspected in terms of power spectra and functional connectivity. Classification accuracy for MCI versus controls was compared across three different types of MEG analyses, and compared with classification based on structural MRI. The spectral analyses confirmed frequency-specific differences in patients with MCI, both in power and connectivity patterns, with highest classification accuracy from connectivity. Critically, site acquisition differences did not dominate the results. This work provides detailed protocols and analyses that are sensitive to cognitive impairment, and that will enable standardized data sharing to facilitate large-scale collaborative projects.
Identifiants
pubmed: 31431918
doi: 10.1016/j.dadm.2019.04.009
pii: S2352-8729(19)30036-3
pmc: PMC6579903
doi:
Types de publication
Journal Article
Langues
eng
Pagination
450-462Subventions
Organisme : Medical Research Council
ID : MC_UU_00005/12
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 103838
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L023784/2
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00005/8
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/H008217/1
Pays : United Kingdom
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