Improved Cerebrospinal Fluid-Based Discrimination between Alzheimer's Disease Patients and Controls after Correction for Ventricular Volumes
Number of Authors: 512017 (English)In: Journal of Alzheimer's Disease, ISSN 1387-2877, E-ISSN 1875-8908, Vol. 56, no 2, p. 543-555Article in journal (Refereed) Published
Abstract [en]
Cerebrospinal fluid (CSF) biomarkers may support the diagnosis of Alzheimer's disease (AD). We studied if the diagnostic power of AD CSF biomarker concentrations, i.e., Aβ42, total tau (t-tau), and phosphorylated tau (p-tau), is affected by differences in lateral ventricular volume (VV), using CSF biomarker data and magnetic resonance imaging (MRI) scans of 730 subjects, from 13 European Memory Clinics. We developed a Matlab-algorithm for standardized automated segmentation analysis of T1 weighted MRI scans in SPM8 for determining VV, and computed its ratio with total intracranial volume (TIV) as proxy for total CSF volume. The diagnostic power of CSF biomarkers (and their combination), either corrected for VV/TIV ratio or not, was determined by ROC analysis. CSF Aβ42 levels inversely correlated to VV/TIV in the whole study population (Aβ42: r = -0.28; p < 0.0001). For CSF t-tau and p-tau, this association only reached statistical significance in the combined MCI and AD group (t-tau: r = -0.15; p-tau: r = -0.13; both p < 0.01). Correction for differences in VV/TIV improved the differentiation of AD versus controls based on CSF Aβ42 alone (AUC: 0.75 versus 0.81) or in combination with t-tau (AUC: 0.81 versus 0.91). In conclusion, differences in VV may be an important confounder in interpreting CSF Aβ42 levels.
Place, publisher, year, edition, pages
IOS Press, 2017. Vol. 56, no 2, p. 543-555
Keywords [en]
Alzheimer’s disease, amyloid biomarkers, cerebrospinal fluid, lateral ventricles, tau protein
National Category
Neurology
Identifiers
URN: urn:nbn:se:oru:diva-74045DOI: 10.3233/JAD-160668ISI: 000395077200011PubMedID: 28059783Scopus ID: 2-s2.0-85011320275OAI: oai:DiVA.org:oru-74045DiVA, id: diva2:1313954
Note
Funding Agencies:
Aegis of JPND
Netherlands Organisation for Health Research and Development (ZonMw), the Netherlands
Instituto de Salud Carlos III (ISCIII), Spain PI11/3035 PI11/02425 PI14/01126
Italian Ministry of Health, Italy IG-2014-2354450
Health Research Council of the Academy of Finland, Finland 263193
TUBITAK, Turkey 112S360
Fundacaopara a Ciencia e a Tecnologia (FCT), Portugal PIC/IC/83206/2007 JPND/0005/2011
ZonMW
CAVIA project to Verbeek 733050202
Alzheimer Nederland
Alzheimer's drug discovery foundation
ISAO
CIBERNED program (Program 1, Alzheimer Disease)
FondoEuropeo de Desarrollo Regional (FEDER)
Union Europea
Marato TV3 201412.10
Alzheimer's Association
IMI Project "PharmaCog", FP7
AXA Research Fund
Fondation Universite Pierre et Marie Curie
Fondation pour la Recherche sur Alzheimer, Paris, France
Ce travail a beneficie d'une aide de l'Etat, program "Investissements d'avenir" ANR-10-IAIHU-06
Swiss National Science Foundation
Dutch national 'Deltaplan for Dementia'
Una manera de hacer Europa
2019-05-072019-05-072019-06-18Bibliographically approved