Related Experiment Video
Updated: Jan 25, 2026

Measuring Progressive Neurological Disability in a Mouse Model of Multiple Sclerosis
Published on: November 14, 2016
Combining evidence from four immune cell types identifies DNA methylation patterns that implicate functionally
Ewoud Ewing1, Lara Kular1, Sunjay J Fernandes2
1Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden.
Background:
Multiple Sclerosis (MS) is a chronic inflammatory disease and a leading cause of progressive neurological disability among young adults. DNA methylation, which intersects genes and environment to control cellular functions on a molecular level, may provide insights into MS pathogenesis.
Methods:
We measured DNA methylation in CD4+ T cells (n = 31), CD8+ T cells (n = 28), CD14+ monocytes (n = 35) and CD19+ B cells (n = 27) from relapsing-remitting (RRMS), secondary progressive (SPMS) patients and healthy controls (HC) using Infinium HumanMethylation450 arrays. Monocyte (n = 25) and whole blood (n = 275) cohorts were used for validations.
Findings:
B cells from MS patients displayed most significant differentially methylated positions (DMPs), followed by monocytes, while only few DMPs were detected in T cells. We implemented a non-parametric combination framework (omicsNPC) to increase discovery power by combining evidence from all four cell types. Identified shared DMPs co-localized at MS risk loci and clustered into distinct groups. Functional exploration of changes discriminating RRMS and SPMS from HC implicated lymphocyte signaling, T cell activation and migration. SPMS-specific changes, on the other hand, implicated myeloid cell functions and metabolism. Interestingly, neuronal and neurodegenerative genes and pathways were also specifically enriched in the SPMS cluster.
Interpretation:
We utilized a statistical framework (omicsNPC) that combines multiple layers of evidence to identify DNA methylation changes that provide new insights into MS pathogenesis in general, and disease progression, in particular. FUND: This work was supported by the Swedish Research Council, Stockholm County Council, AstraZeneca, European Research Council, Karolinska Institutet and Margaretha af Ugglas Foundation.
Insights
DNA methylation patterns in B cells and monocytes offer new insights into Multiple Sclerosis (MS) pathogenesis and disease progression. This study highlights specific epigenetic changes linked to MS, particularly in B cells, advancing our understanding of this neurological condition.
Area of Science:
- Immunology
- Epigenetics
- Neuroscience
Background:
- Multiple Sclerosis (MS) is a chronic inflammatory neurological disease causing progressive disability.
- DNA methylation is a key epigenetic mechanism influenced by genes and environment, potentially revealing insights into MS.
- Understanding MS pathogenesis requires exploring molecular mechanisms like DNA methylation.
Purpose of the Study:
- To investigate DNA methylation differences across immune cell types in Multiple Sclerosis (MS) patients.
- To identify specific epigenetic markers associated with MS subtypes and disease progression.
- To leverage a novel statistical framework for enhanced discovery of methylation changes in MS.
Main Methods:
- DNA methylation was measured in CD4+ T cells, CD8+ T cells, CD14+ monocytes, and CD19+ B cells from MS patients and healthy controls using Infinium HumanMethylation450 arrays.
- Validation cohorts of monocytes and whole blood were utilized.
- A non-parametric combination framework (omicsNPC) was implemented to integrate data from multiple cell types.
Main Results:
- B cells showed the most significant differentially methylated positions (DMPs) in MS patients, followed by monocytes; T cells had fewer DMPs.
- The omicsNPC framework identified shared DMPs co-localizing at MS risk loci.
- Functional analysis revealed that MS-associated methylation changes implicate lymphocyte signaling, T cell activation/migration, myeloid cell functions, metabolism, and neurodegenerative pathways, particularly in SPMS.
Conclusions:
- The omicsNPC statistical framework effectively combines multi-cell type evidence to identify novel DNA methylation changes in MS.
- These findings provide new insights into the pathogenesis of MS and its progression.
- Epigenetic alterations in immune cells, especially B cells and monocytes, are crucial in understanding MS.
Related Concept Videos
The Evidence for Evolution
T Cell Types and Functions
Th1 cells stimulate dendritic cells to express necessary co-stimulatory molecules on their surfaces for...
Multiple Halogenation of Methyl Ketones: Haloform Reaction
¹H NMR Signal Multiplicity: Splitting Patterns
Cell Adhesion Molecules - Types and Functions
CAM Families
The Integrin family of proteins is primarily involved...
Functions of the Lymphatic and Immune System
The primary lymphoid organs, including the bone marrow and the thymus, serve as the maturation sites for lymphocytes. Secondary lymphoid organs, like the mucosa-associated lymphoid tissue, activate these lymphocytes and serve as...

