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Robust Markers and Sample Sizes for Multicenter Trials of Huntington Disease.
- Source :
-
Annals of neurology [Ann Neurol] 2020 May; Vol. 87 (5), pp. 751-762. Date of Electronic Publication: 2020 Mar 14. - Publication Year :
- 2020
-
Abstract
- Objective: The identification of sensitive biomarkers is essential to validate therapeutics for Huntington disease (HD). We directly compare structural imaging markers across the largest collective imaging HD dataset to identify a set of imaging markers robust to multicenter variation and to derive upper estimates on sample sizes for clinical trials in HD.<br />Methods: We used 1 postprocessing pipeline to retrospectively analyze T1-weighted magnetic resonance imaging (MRI) scans from 624 participants at 3 time points, from the PREDICT-HD, TRACK-HD, and IMAGE-HD studies. We used mixed effects models to adjust regional brain volumes for covariates, calculate effect sizes, and simulate possible treatment effects in disease-affected anatomical regions. We used our model to estimate the statistical power of possible treatment effects for anatomical regions and clinical markers.<br />Results: We identified a set of common anatomical regions that have similarly large standardized effect sizes (>0.5) between healthy control and premanifest HD (PreHD) groups. These included subcortical, white matter, and cortical regions and nonventricular cerebrospinal fluid (CSF). We also observed a consistent spatial distribution of effect size by region across the whole brain. We found that multicenter studies were necessary to capture treatment effect variance; for a 20% treatment effect, power of >80% was achieved for the caudate (n = 661), pallidum (n = 687), and nonventricular CSF (n = 939), and, crucially, these imaging markers provided greater power than standard clinical markers.<br />Interpretation: Our findings provide the first cross-study validation of structural imaging markers in HD, supporting the use of these measurements as endpoints for both observational studies and clinical trials. ANN NEUROL 2020;87:751-762.<br /> (© 2020 The Authors. Annals of Neurology published by Wiley Periodicals, Inc. on behalf of American Neurological Association.)
- Subjects :
- Adult
Clinical Trials as Topic
Female
Humans
Huntington Disease pathology
Huntington Disease therapy
Magnetic Resonance Imaging
Male
Middle Aged
Multicenter Studies as Topic
Observational Studies as Topic
Retrospective Studies
Huntington Disease diagnostic imaging
Image Interpretation, Computer-Assisted methods
Neuroimaging methods
Subjects
Details
- Language :
- English
- ISSN :
- 1531-8249
- Volume :
- 87
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Annals of neurology
- Publication Type :
- Academic Journal
- Accession number :
- 32105364
- Full Text :
- https://doi.org/10.1002/ana.25709