Abstract
Introduction We compared subject-specific white matter (SSWM) and whole cerebellum (CBL) reference regions for power to detect longitudinal change in amyloid positron emission tomography signal. Methods Positive florbetapir positron emission tomography scans were analyzed from participants (66 placebo treated and 63 solanezumab treated) with mild dementia caused by Alzheimer's disease from the EXPEDITION and EXPEDITION2 studies. For comparison to CBL, a second normalization was performed on longitudinal data using an SSWM correction factor (SSWM normalization ratio [SSWMnr]). Analysis of covariance assessed baseline to 18-month change between treatment with solanezumab and placebo. Sample and effect size estimations provided magnitude of observed treatment changes. Results Longitudinal percent change between placebo and solanezumab using CBL was not significant (P =.536) but was significant for SSWMnr (P =.042). Compared with CBL, SSWMnr technique increased the power to detect a treatment difference, more than tripling the effect size and reducing the sample size requirements by 85% to 90%. Discussion Adjusting longitudinal standardized uptake value ratios with an SSWM reference region in these antiamyloid treatment trials increased mean change detection and decreased variance resulting in the substantial improvement in statistical power to detect change.
Original language | English (US) |
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Pages (from-to) | 1117-1124 |
Number of pages | 8 |
Journal | Alzheimer's and Dementia |
Volume | 13 |
Issue number | 10 |
DOIs | |
State | Published - Oct 2017 |
Keywords
- Alzheimer's disease
- Disease course
- Florbetapir
- Growth mixture model
- Reference region
- Serial PET imaging
- Solanezumab
- Trajectory
ASJC Scopus subject areas
- Clinical Neurology
- Geriatrics and Gerontology
- Psychiatry and Mental health
- Cellular and Molecular Neuroscience
- Health Policy
- Developmental Neuroscience
- Epidemiology