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Measuring Progressive Neurological Disability in a Mouse Model of Multiple Sclerosis
Published on: November 14, 2016
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.
Background:
Multiple sclerosis is a chronic, inflammatory, autoimmune disease of the central nervous system. Accumulating neurological disability has a substantial impact on the lives of patients with MS. The Expanded Disability Status Scale is a method of quantifying disability in MS.
Objective:
The aim of this study was to analyze the disability trajectory across years of patients living with MS seen at the Neurological Institute and to explore factors associated with the rate of change per year.
Methods:
A single-center study was conducted at the Neurological Institute located in the city of Medellin based on medical records obtained from 2013 to 2021. The clinical and demographic characteristics were analyzed using descriptive statistics. To recognize changes in the rate of increase in disability measured by the EDSS with increasing time lived with the disease, a polynomial model was used.
Results:
Disability measured by the EDSS was not linear over time, there were times when disability progressed more rapidly and other times when it was slower. The bivariate model showed that variables such as gait medications and botulinum toxin had the highest beta values; however, the multivariate model showed that clinical and sociodemographic variables such as initial cerebellar symptoms and sex had the highest significant beta values.
Conclusion:
This type of study facilitates predictions of natural history within the risk scheme. Prognostic models for chronic diseases are needed to guide management decisions and counseling of patients and their families. Such models can consider outcomes ranging from response to treatment to changes in disability.
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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08:11Measuring Progressive Neurological Disability in a Mouse Model of Multiple Sclerosis
11:35The Multiple Sclerosis Performance Test (MSPT): An iPad-Based Disability Assessment Tool
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