Back to Search
Start Over
Improved Cerebrospinal Fluid-Based Discrimination between Alzheimer's Disease Patients and Controls after Correction for Ventricular Volumes.
- Source :
-
Journal of Alzheimer's disease : JAD [J Alzheimers Dis] 2017; Vol. 56 (2), pp. 543-555. - Publication Year :
- 2017
-
Abstract
- 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.
- Subjects :
- Aged
Algorithms
Amyloid beta-Peptides cerebrospinal fluid
Area Under Curve
Atrophy
Biomarkers cerebrospinal fluid
Female
Hippocampus diagnostic imaging
Humans
Image Interpretation, Computer-Assisted
Magnetic Resonance Imaging
Male
Middle Aged
Organ Size
Pattern Recognition, Automated
Peptide Fragments cerebrospinal fluid
ROC Curve
tau Proteins cerebrospinal fluid
Alzheimer Disease cerebrospinal fluid
Alzheimer Disease diagnostic imaging
Cerebral Ventricles diagnostic imaging
Cognitive Dysfunction cerebrospinal fluid
Cognitive Dysfunction diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1875-8908
- Volume :
- 56
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Journal of Alzheimer's disease : JAD
- Publication Type :
- Academic Journal
- Accession number :
- 28059783
- Full Text :
- https://doi.org/10.3233/JAD-160668