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Free-Water Imaging in Friedreich Ataxia Using Multi-Compartment Models.
- Source :
-
Movement disorders : official journal of the Movement Disorder Society [Mov Disord] 2024 Feb; Vol. 39 (2), pp. 370-379. Date of Electronic Publication: 2023 Nov 06. - Publication Year :
- 2024
-
Abstract
- Background: The neurological phenotype of Friedreich ataxia (FRDA) is characterized by neurodegeneration and neuroinflammation in the cerebellum and brainstem. Novel neuroimaging approaches quantifying brain free-water using diffusion magnetic resonance imaging (dMRI) are potentially more sensitive to these processes than standard imaging markers.<br />Objectives: To quantify the extent of free-water and microstructural change in FRDA-relevant brain regions using neurite orientation dispersion and density imaging (NODDI), and bitensor diffusion tensor imaging (btDTI).<br />Method: Multi-shell dMRI was acquired from 14 individuals with FRDA and 14 controls. Free-water measures from NODDI (FISO) and btDTI (FW) were compared between groups in the cerebellar cortex, dentate nuclei, cerebellar peduncles, and brainstem. The relative sensitivity of the free-water measures to group differences was compared to microstructural measures of NODDI intracellular volume, free-water corrected fractional anisotropy, and conventional uncorrected fractional anisotropy.<br />Results: In individuals with FRDA, FW was elevated in the cerebellar cortex, peduncles (excluding middle), dentate, and brainstem (P < 0.005). FISO was elevated primarily in the cerebellar lobules (P < 0.001). On average, FW effect sizes were larger than all other markers (mean η <subscript>ρ</subscript> <superscript>2</superscript> = 0.43), although microstructural measures also had very large effects in the superior and inferior cerebellar peduncles and brainstem (η <subscript>ρ</subscript> <superscript>2</superscript> > 0.37). Across all regions and metrics, effect sizes were largest in the superior cerebellar peduncles (η <subscript>ρ</subscript> <superscript>2</superscript> > 0.46).<br />Conclusions: Multi-compartment diffusion measures of free-water and neurite integrity distinguish FRDA from controls with large effects. Free-water magnitude in the brainstem and cerebellum provided the greatest distinction between groups. This study supports further applications of multi-compartment diffusion modeling, and investigations of free-water as a measure of disease expression and progression in FRDA. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.<br /> (© 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.)
Details
- Language :
- English
- ISSN :
- 1531-8257
- Volume :
- 39
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Movement disorders : official journal of the Movement Disorder Society
- Publication Type :
- Academic Journal
- Accession number :
- 37927246
- Full Text :
- https://doi.org/10.1002/mds.29648