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Updated: Jun 24, 2025

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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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Genetic Contribution to Medium-Term Disease Activity in Multiple Sclerosis.
Elisabetta Mascia1, Valentina Nale2, Laura Ferrè1,3
1Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Molecular Neurobiology
|June 8, 2024
Summary
Genetic factors influence multiple sclerosis (MS) disease activity. This study identified key genes and pathways in brain and immune cells, revealing shared mechanisms underlying MS progression.
Area of Science:
- Genetics
- Neuroimmunology
- Systems Biology
Background:
- Multiple sclerosis (MS) exhibits significant heterogeneity in clinical presentation, prognosis, and treatment response.
- Understanding the genetic underpinnings of MS disease activity is crucial for developing targeted therapies.
Purpose of the Study:
- To investigate the genetic contribution to MS disease activity at the gene, pathway, and tissue-specific network levels.
- To identify genetic variants and genes associated with disease activity over a 4-year follow-up period in relapsing-remitting MS patients.
Main Methods:
- Analysis of two cohorts (n=1294) of relapsing-remitting MS patients initiating first-line treatment.
- Whole-genome single nucleotide polymorphism (SNP) and gene-level association studies.
- Construction and analysis of brain and lymphocyte-specific gene-gene interaction networks.
Main Results:
- Identified 23 variants and 223 genes associated with 4-year MS disease activity.
- Highlighted genes such as PON2 (oxidative stress, mitochondrial function) and ILRUN (immune modulation).
- Discovered distinct brain (228 genes) and lymphocyte (287 genes) network modules, with MPHOSPH9 and OPA1 identified as key players.
Conclusions:
- Genetic factors contribute significantly to MS disease activity.
- Network analyses revealed shared and tissue-specific inflammatory pathways in both brain and lymphocyte modules.
- These findings suggest that common biological mechanisms across different tissues drive MS disease activity.
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