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Updated: May 5, 2026

Comprehensive Autopsy Program for Individuals with Multiple Sclerosis
Published on: July 19, 2019
Brain microstructure is linked to cognitive fatigue in early multiple sclerosis
Camille Guillemin1,2, Nora Vandeleene1, Maëlle Charonitis1,2
1GIGA-CRC In Vivo Imaging, University of Liège, Liège, Belgium.
Abstract:
Cognitive fatigue is a major symptom of Multiple Sclerosis (MS), from the early stages of the disease. This study aims to detect if brain microstructure is altered early in the disease course and is associated with cognitive fatigue in people with MS (pwMS) compared to matched healthy controls (HC). Recently diagnosed pwMS (N = 18, age < 45 years old) with either a Relapsing-Remitting or a Clinically Isolated Syndrome course of the disease, and HC (N = 19) matched for sex, age and education were analyzed. Quantitative multiparameter maps (MTsat, PD, R1 and R2*) of pwMS and HC were calculated. Parameters were extracted within the normal appearing white matter, cortical grey matter and deep grey matter (NAWM, NACGM and NADGM, respectively). Bayesian T-test for independent samples assessed between-group differences in brain microstructure while associations between score at a cognitive fatigue scale and each parameter in each tissue class were investigated with Generalized Linear Mixed Models. Patients exhibited lower MTsat and R1 values within NAWM and NACGM, and higher R1 values in NADGM compared to HC. Cognitive fatigue was associated with PD measured in every tissue class and to MTsat in NAWM, regardless of group. Disease-specific negative correlations were found in pwMS in NAWM (R1, R2*) and NACGM (R1). These findings suggest that brain microstructure within normal appearing tissues is already altered in the very early stages of the disease. Moreover, additional microstructure alterations (e.g. diffuse and widespread demyelination or axonal degeneration) in pwMS may lead to disease-specific complaint of cognitive fatigue.
Insights
Brain microstructure changes are present early in Multiple Sclerosis (MS) and linked to cognitive fatigue. These alterations in normal-appearing brain tissues may explain fatigue experienced by people with MS.
Area of Science:
- Neuroimaging
- Neurology
- Multiple Sclerosis Research
Background:
- Cognitive fatigue is a primary symptom in Multiple Sclerosis (MS), impacting patients early in the disease.
- Understanding early brain changes associated with cognitive fatigue is crucial for managing MS progression.
Purpose of the Study:
- To investigate early alterations in brain microstructure in people with MS (pwMS) compared to healthy controls (HC).
- To determine the association between these microstructural changes and cognitive fatigue in pwMS.
Main Methods:
- Quantitative multiparameter mapping (MTsat, PD, R1, R2*) was performed on recently diagnosed pwMS and matched HC.
- Microstructural parameters were analyzed in normal-appearing white matter (NAWM), cortical grey matter (NACGM), and deep grey matter (NADGM).
- Statistical analyses included Bayesian T-tests and Generalized Linear Mixed Models to compare groups and assess associations.
Main Results:
- pwMS showed reduced MTsat and R1 in NAWM and NACGM, and increased R1 in NADGM compared to HC.
- Cognitive fatigue correlated with PD across all tissues and MTsat in NAWM.
- Disease-specific correlations indicated that altered microstructure in NAWM and NACGM is linked to fatigue in pwMS.
Conclusions:
- Brain microstructure is altered in normal-appearing tissues even in the early stages of MS.
- Widespread microstructural changes, potentially demyelination or axonal degeneration, may underlie cognitive fatigue in pwMS.
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