Voxel-Based quantitative MRI reveals spatial patterns of grey matter alteration in multiple sclerosis.
Émilie LommersCamille GuilleminGilles ReuterEve FouargeGaël DelrueFabienne ColletteChristian DegueldreEvelyne BalteauPierre MaquetChristophe PhillipsPublished in: Human brain mapping (2020)
Despite robust postmortem evidence and potential clinical importance of gray matter (GM) pathology in multiple sclerosis (MS), assessing GM damage by conventional magnetic resonance imaging (MRI) remains challenging. This prospective cross-sectional study aimed at characterizing the topography of GM microstructural and volumetric alteration in MS using, in addition to brain atrophy measures, three quantitative MRI (qMRI) parameters-magnetization transfer (MT) saturation, longitudinal (R1), and effective transverse (R2*) relaxation rates, derived from data acquired during a single scanning session. Our study involved 35 MS patients (14 relapsing-remitting MS; 21 primary or secondary progressive MS) and 36 age-matched healthy controls (HC). The qMRI maps were computed and segmented in different tissue classes. Voxel-based quantification (VBQ) and voxel-based morphometry (VBM) statistical analyses were carried out using multiple linear regression models. In MS patients compared with HC, three configurations of GM microstructural/volumetric alterations were identified. (a) Co-localization of GM atrophy with significant reduction of MT, R1, and/or R2*, usually observed in primary cortices. (b) Microstructural modifications without significant GM loss: hippocampus and paralimbic cortices, showing reduced MT and/or R1 values without significant atrophy. (c) Atrophy without significant change in microstructure, identified in deep GM nuclei. In conclusion, this quantitative multiparametric voxel-based approach reveals three different spatially-segregated combinations of GM microstructural/volumetric alterations in MS that might be associated with different neuropathology.
Keyphrases
- multiple sclerosis
- white matter
- magnetic resonance imaging
- end stage renal disease
- mass spectrometry
- contrast enhanced
- ejection fraction
- high resolution
- ms ms
- peritoneal dialysis
- newly diagnosed
- chronic kidney disease
- diffusion weighted imaging
- computed tomography
- prognostic factors
- risk assessment
- oxidative stress
- rheumatoid arthritis
- single molecule
- cognitive impairment
- high intensity
- human health