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Updated: Nov 26, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
A longitudinal study of symptom botheration in Multiple Sclerosis
Ilya Kister1, Tamar Bacon1, Gary R Cutter2
1NYU Multiple Sclerosis Comprehensive Care Center, NYU Langone Medical Center, New York, NY; NJ, USA.
Multiple sclerosis symptom severity generally increases over time, though individual experiences vary significantly. This study tracked symptom changes in 1,014 patients using the SymptomMScreen tool over approximately two years.
Area of Science:
- Neurology
- Clinical Research
- Patient-Reported Outcomes
Background:
- Ambulatory disability progression in Multiple Sclerosis (MS) is well-documented.
- Limited data exists on symptom evolution across other MS-affected domains.
- Understanding long-term symptom changes is crucial for MS patient management.
Purpose of the Study:
- To assess the longitudinal evolution of symptoms in patients with Multiple Sclerosis (MS).
- To evaluate changes in symptom severity across 12 domains using the SymptomMScreen (SyMS) tool.
- To identify patterns and variability in symptom progression over time.
Main Methods:
- Utilized the validated SymptomMScreen (SyMS) tool to assess 12 MS symptom domains.
- Included 1,014 MS patients from two specialized centers with at least 12 months between SyMS assessments.
- Employed statistical analysis, including Markov chain estimates, adjusting for multiple covariates.
Main Results:
- Mean composite SyMS score increased significantly over a mean follow-up of 21 months (p<0.0001).
- Baseline and final composite SyMS scores showed a strong correlation (r=0.81).
- Fatigue was the most severe initial symptom; dexterity, bladder, vision, and pain domains increased, while anxiety and sensory domains decreased.
Conclusions:
- MS symptom burden shows a modest, expected year-to-year increase, consistent with a slowly progressive disease.
- Initial symptom severity is a strong predictor of long-term burden.
- Significant inter-individual variability in symptom severity and progression exists.
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