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Updated: Aug 22, 2026

Magnetic Resonance Imaging of Multiple Sclerosis at 7.0 Tesla
Published on: February 19, 2021
The Prognostic Value of Paramagnetic Rim Lesions in People With Multiple Sclerosis
Markus Lauerer1,2, Cui Ci Voon1,2, Julian McGinnis1,2,3
1Department of Neurology, School of Medicine and Health, Technical University of Munich, Germany.
Background And Objectives:
Paramagnetic rim lesions (PRLs) have been established as a radiologic surrogate for chronic active inflammation in multiple sclerosis (MS). Although associations between PRLs and disability have been observed, data on their prognostic value for long-term risk of clinical worsening, especially in the form of progression independent of relapse activity (PIRA), remain limited. In this study, we assessed the association of PRLs with future disability accumulation over a median follow-up of 5 years and their relation to other (para) clinical parameters.
Methods:
From a large, ongoing single-center cohort study, people with MS were included according to the availability of susceptibility-sensitive MRI. PRLs were segmented on reconstructed quantitative susceptibility mapping scans using a deep learning-based segmentation model, visually inspected for plausibility, and corrected if necessary. Multivariable Cox proportional hazards models were used to investigate the prognostic value of PRLs for disability outcomes, including confirmed disability accumulation (CDA) and PIRA. Sensitivity analyses based on PRL count, MS diagnosis, prior disability accumulation, and treatment during follow-up were performed to evaluate the robustness of our findings. In addition, associations between PRL status and CSF parameters as well as future brain atrophy, measured by annual percentage brain volume change, were assessed in an exploratory manner.
Results:
Among 862 participants (mean age 40.3 years, 64.7% female), 395 (45.8%) had at least 1 PRL. Over a median follow-up of 5.1 years, 142 of 801 individuals with clinical follow-up for longitudinal analysis experienced CDA (17.7%), and 104 of these CDA events (73.2%) occurred as PIRA. The presence of PRLs was associated with a higher risk of PIRA (adjusted hazard ratio 1.8, 95% CI 1.1-2.8; p = 0.02). Exploratory subgroup analyses showed increased markers of chronic intrathecal inflammation in individuals with PRLs as well as a correlation between the number of PRLs and future brain atrophy (PBVC: β = -0.012%, 95% CI -0.018% to -0.005%; p < 0.001).
Discussion:
PRLs are associated with an increased risk of future PIRA and accelerated rates of brain atrophy. These findings emphasize their potential as a prognostic biomarker for risk stratification in MS.
Insights
Paramagnetic rim lesions (PRLs) indicate active inflammation in multiple sclerosis (MS). Presence of PRLs predicts a higher risk of progression independent of relapse activity (PIRA) and faster brain atrophy.
Area of Science:
- Radiology and Neurology
- Neuroinflammation in Multiple Sclerosis
- Advanced MRI Techniques
Background:
- Paramagnetic rim lesions (PRLs) are established markers of chronic active inflammation in multiple sclerosis (MS).
- Previous studies noted associations between PRLs and disability, but their long-term prognostic value for clinical worsening, particularly progression independent of relapse activity (PIRA), is not well-defined.
Purpose of the Study:
- To assess the association of PRLs with future disability accumulation over a 5-year follow-up period in individuals with MS.
- To investigate the relationship between PRLs and progression independent of relapse activity (PIRA), cerebrospinal fluid (CSF) inflammation markers, and brain atrophy.
Main Methods:
- Utilized a deep learning model for PRL segmentation on quantitative susceptibility mapping MRI from a single-center MS cohort.
- Employed multivariable Cox proportional hazards models to analyze the prognostic value of PRLs for confirmed disability accumulation (CDA) and PIRA.
- Conducted exploratory analyses on CSF parameters and annual percentage brain volume change (PBVC) in relation to PRL status.
Main Results:
- Of 862 participants, 45.8% had at least one PRL. Over a median 5.1-year follow-up, 17.7% experienced CDA, with 73.2% of these events classified as PIRA.
- The presence of PRLs significantly increased the risk of PIRA (aHR 1.8, p=0.02).
- PRLs correlated with increased intrathecal inflammation markers and accelerated brain atrophy (PBVC: β = -0.012%, p < 0.001).
Conclusions:
- Paramagnetic rim lesions (PRLs) are associated with an elevated risk of future progression independent of relapse activity (PIRA) in MS.
- PRLs also correlate with accelerated brain atrophy, suggesting their utility as a prognostic biomarker.
- These findings support the use of PRLs for risk stratification in multiple sclerosis management.
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Multiple Sclerosis l: Introduction
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