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Robust Markers and Sample Sizes for Multicenter Trials of Huntington Disease.

Authors :
Wijeratne PA
Johnson EB
Eshaghi A
Aksman L
Gregory S
Johnson HJ
Poudel GR
Mohan A
Sampaio C
Georgiou-Karistianis N
Paulsen JS
Tabrizi SJ
Scahill RI
Alexander DC
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.)

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