Related Experiment Video
Updated: Jan 15, 2026

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A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
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Early determinants of long-term outcomes in multiple sclerosis
Ozan Dörtkol1, Ahmed Serkan Emekli1, Edis Hacılar1
1Department of Neurology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Türkiye.
Multiple Sclerosis and Related Disorders
|January 13, 2026
Summary
Male sex and lower education predict faster multiple sclerosis (MS) progression. Early disability milestones are critical for long-term outcomes, suggesting early intervention is key.
Area of Science:
- Neurology
- Immunology
- Epidemiology
Background:
- Multiple sclerosis (MS) presents diverse clinical courses, with predictors of long-term disability progression needing further elucidation.
- Individualized patient management requires identification of demographic and clinical factors influencing disease trajectory.
Purpose of the Study:
- To examine demographic, clinical, and laboratory factors affecting disability progression and relapse patterns in a large Turkish MS cohort.
- To analyze over two decades of patient data for insights into MS disease dynamics.
Main Methods:
- Retrospective analysis of 1580 MS patients (2017 McDonald criteria) followed from 1980-2020.
- Survival analysis for Expanded Disability Status Scale (EDSS) milestones (3 and 6).
- Logistic regression to identify predictors of progressive MS.
Main Results:
- Male sex and lower educational attainment correlated with accelerated disability accumulation (p < 0.005 and p < 0.001).
- Motor, cerebellar, and spinal onset predicted a progressive phenotype; optic neuritis, sensory, and brainstem onset indicated a relapsing-remitting course.
- Smoking, family history, and oligoclonal band (OCB) positivity did not impact disability progression. Inter-relapse intervals stabilized after the fifth relapse.
Conclusions:
- Distinct demographic and clinical factors predict MS progression in the long term.
- Early disability accumulation (pre-EDSS 3) is crucial for determining long-term outcomes.
- Aggressive early therapeutic intervention is vital to modify MS progression trajectory.
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