Factors associated with the progression of disability (EDSS) among MS patients

Anibal Arteaga-Noriega1,2, Jose Zapata-Berruecos3, Johanna Gutiérrez-Vargas4

  • 1Grupo de Investigación en Epidemiología y Bioestadística, Universidad CES, Medellín, Colombia.

Eneurologicalsci
|January 19, 2026
PubMed
Abstract

Insights

Disability progression in multiple sclerosis (MS) is not linear. Initial cerebellar symptoms and sex were significant predictors of disability changes over time in MS patients.

Area of Science:

  • Neurology
  • Immunology
  • Clinical Research

Background:

  • Multiple sclerosis (MS) is a chronic, inflammatory, autoimmune disease affecting the central nervous system.
  • Neurological disability accumulation significantly impacts patients' quality of life.
  • The Expanded Disability Status Scale (EDSS) quantifies MS-related disability.

Purpose of the Study:

  • To analyze the disability trajectory over time in multiple sclerosis patients.
  • To identify factors associated with the rate of disability change per year.

Main Methods:

  • A single-center study using medical records from 2013-2021.
  • Descriptive statistics for clinical and demographic characteristics.
  • A polynomial model to assess changes in EDSS progression over time.

Main Results:

  • Disability progression measured by EDSS was non-linear, with periods of faster and slower worsening.
  • Bivariate analysis indicated gait medications and botulinum toxin as having high beta values.
  • Multivariate analysis identified initial cerebellar symptoms and sex as having the highest significant beta values influencing disability progression.

Conclusions:

  • This study aids in predicting the natural history of MS within a risk framework.
  • Prognostic models are crucial for guiding management and patient counseling in chronic diseases.
  • Models can incorporate diverse outcomes, including treatment response and disability changes.

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