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Updated: Feb 28, 2026

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Prognostic factors for long-term outcomes in relapsing-remitting multiple sclerosis.
Anthony L Traboulsee1, Peter Cornelisseª2, Magnhild Sandberg-Wollheim3
1Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
Higher baseline brain volume and medication possession ratio (MPR) predict better long-term outcomes in multiple sclerosis (MS). Conversely, higher baseline and early increases in EDSS score predict worse outcomes for MS patients.
Area of Science:
- Neurology
- Neuroimmunology
- Radiology
Background:
- Multiple Sclerosis (MS) is a chronic autoimmune disease affecting the central nervous system.
- Predicting long-term disability progression in MS is crucial for patient management.
- Identifying reliable prognostic markers remains an ongoing challenge in MS research.
Purpose of the Study:
- To investigate clinical and MRI predictors of long-term outcomes in multiple sclerosis (MS).
- To identify factors that may indicate higher risk of disability progression in MS patients.
Main Methods:
- Post hoc analysis of 382 patients from the PRISMS long-term follow-up study (up to 8 years).
- Analysis included baseline variables, early clinical/MRI activity (0-24 months), and interferon beta-1a (IFN β-1a) treatment exposure (MPR).
- Univariate and stepwise multiple regression models were used to identify prognostic factors.
Main Results:
- Selected prognostic factors included age, MS duration, baseline brain volume, EDSS score, and log(T2 Burden of Disease).
- Higher baseline brain volume and MPR predicted better long-term clinical outcomes.
- Higher baseline and early increase in EDSS score predicted worse long-term outcomes.
Conclusions:
- Baseline brain volume and MPR are potential positive predictors of long-term outcomes in MS.
- EDSS score changes are significant negative predictors of long-term outcomes in MS.
- Identifying prognostic markers can aid in stratifying MS patients by disability progression risk.
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