DNA methylation landscape of cerebrospinal fluid cells in multiple sclerosis: an epigenome-wide association study

Background Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system in which DNA methylation may link genetic and environmental risk factors. Methods We profiled genome-wide DNA methylation in cerebrospinal fluid (CSF) cells from people with MS (pwMS) and matched controls. Differentially methylated positions (DMPs) and regions (DMRs) were integrated with transcriptomic data, T-cell chromatin annotations, and pathway analyses. Protocadherin gamma (PCDHγ) expression was assessed in primary CD4+ T-cell subsets and confirmed by flow cytometry. Findings We identified 2710 DMPs and 4330 DMRs associating with genes that were enriched in immune signalling, adhesion and migration processes, and were accompanied by corresponding RNA changes. MS-associated methylation changes enriched in the cohesin chromatin-regulation pathway localised to T-cell regulatory regions, and this pathway included multiple protocadherin ( PCDH ) genes, which displayed consistent methylation and expression changes in CSF cells of pwMS compared to controls. PCDHγ cluster gene expression was detected in CD4 + T-cell subsets, and flow cytometry confirmed PCDHγ protein expression in peripheral blood T cells. Moreover, co-expression analysis suggests a role of PCDH genes in aryl hydrocarbon receptor (AHR) signalling. Protein-level validation showed fewer PCDHγ-positive CD4+ T cells in pwMS and activation-induced PCDHγ upregulation after T-cell stimulation. Interpretation DNA methylation changes in CSF resident cells reflect dysregulated T cell activation and migration in pwMS and suggest involvement of protocadherin molecules in MS pathogenesis. Funding European Research Council, Swedish Research Council, Swedish Brain Foundation, Swedish MS Foundation, Knut and Alice Wallenberg Foundation, European Union and others.

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Journal
EBioMedicine
Published
2026-08-27
DOI
https://doi.org/10.1016/j.ebiom.2026.106454
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
0.00

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article

DNA methylation landscape of cerebrospinal fluid cells in multiple sclerosis: an epigenome-wide association study

Nicolas Ruffin, Galina Yurevna Zheleznyakova, Maria Needhamsen, Mohsen Khademi et al.
EBioMedicine
Epigenetics and DNA Methylation
article

DNA methylation landscape of cerebrospinal fluid cells in multiple sclerosis: an epigenome-wide association study

Nicolas Ruffin, Galina Yurevna Zheleznyakova, Maria Needhamsen, Mohsen Khademi, Maja Jagodic, Chiara Sorini, Majid Pahlevan Kakhki, Lara Kular, Chandana Rao Prakash, Fredrik Piehl, Heng Liang, Yanan Han, Elena Ivanova, Mikael C.I. Karlsson, Gavin Kelsey, Nils Hallén, Viveca Beckers, Tomas Olsson
article en

Abstract

Background Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system in which DNA methylation may link genetic and environmental risk factors. Methods We profiled genome-wide DNA methylation in cerebrospinal fluid (CSF) cells from people with MS (pwMS) and matched controls. Differentially methylated positions (DMPs) and regions (DMRs) were integrated with transcriptomic data, T-cell chromatin annotations, and pathway analyses. Protocadherin gamma (PCDHγ) expression was assessed in primary CD4+ T-cell subsets and confirmed by flow cytometry. Findings We identified 2710 DMPs and 4330 DMRs associating with genes that were enriched in immune signalling, adhesion and migration processes, and were accompanied by corresponding RNA changes. MS-associated methylation changes enriched in the cohesin chromatin-regulation pathway localised to T-cell regulatory regions, and this pathway included multiple protocadherin ( PCDH ) genes, which displayed consistent methylation and expression changes in CSF cells of pwMS compared to controls. PCDHγ cluster gene expression was detected in CD4 + T-cell subsets, and flow cytometry confirmed PCDHγ protein expression in peripheral blood T cells. Moreover, co-expression analysis suggests a role of PCDH genes in aryl hydrocarbon receptor (AHR) signalling. Protein-level validation showed fewer PCDHγ-positive CD4+ T cells in pwMS and activation-induced PCDHγ upregulation after T-cell stimulation. Interpretation DNA methylation changes in CSF resident cells reflect dysregulated T cell activation and migration in pwMS and suggest involvement of protocadherin molecules in MS pathogenesis. Funding European Research Council, Swedish Research Council, Swedish Brain Foundation, Swedish MS Foundation, Knut and Alice Wallenberg Foundation, European Union and others.

EBioMedicineVol. 131
Babraham Institute (GB), Karolinska University Hospital (SE), University of Cambridge (GB), Karolinska Institutet (SE), Wellcome/MRC Institute of Metabolic Science (GB), The Loke Centre for Trophoblast Research (GB)
Karolinska Institutet, Knut och Alice Wallenbergs Stiftelse, Stockholms Läns Landsting, Vetenskapsrådet, HORIZON EUROPE Framework Programme, H2020 European Research Council
Openalex Percentile: Top 17%
Epigenetics and DNA Methylation
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