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Increased Within-Network Functional Connectivity May Predict NEDA Status in Fingolimod-Treated MS Patients
Claudia Piervincenzi1, Nikolaos Petsas2, Laura De Giglio3
1Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.
Frontiers in Neurology
|March 22, 2021
Summary
Disease-modifying therapies (DMTs) for multiple sclerosis (MS) impact brain functional connectivity (FC). Patients achieving no evidence of disease activity (NEDA) after fingolimod showed distinct baseline FC and significant reorganization, correlating with improved performance.
Area of Science:
- Neuroscience
- Radiology
- Immunology
Background:
- Limited research exists on brain functional changes from multiple sclerosis (MS) disease-modifying therapies (DMTs).
- No prior studies have combined clinical and MRI outcomes to assess DMT-related functional connectivity (FC) predictive of short-term results.
Purpose of the Study:
- Investigate baseline FC differences between MS patients with and without evidence of disease activity (EDA) on DMT.
- Evaluate DMT-induced changes in FC.
- Explore relationships between DMT-related FC alterations and performance changes.
Main Methods:
- Utilized a dataset of 30 relapsing MS patients treated with fingolimod for 6 months.
- Defined treatment response using "no evidence of disease activity" (NEDA-3) status.
- Analyzed resting-state fMRI data for within- and between-network FC measures.
Main Results:
- Patients achieving NEDA (n=14) exhibited higher baseline within-network FC in several networks compared to EDA patients (n=16).
- NEDA patients showed reduced within-network FC and increased between-network FC post-treatment, alongside improved PASAT scores.
- PASAT improvements correlated with specific FC changes, particularly in the posterior default mode network.
Conclusions:
- NEDA status post-fingolimod is associated with higher baseline within-network FC in MS patients.
- Treatment leads to significant functional brain reorganization in NEDA patients.
- FC changes are linked to clinical improvements, suggesting a functional recovery mechanism.

