Expression profiling of cerebrospinal fluid identifies dysregulated antiviral mechanisms in multiple sclerosis

Author:

Ban Maria1ORCID,Bredikhin Danila23,Huang Yuanhua14,Bonder Marc Jan23,Katarzyna Kania5,Oliver Amanda J6,Wilson Nicola K78,Coupland Paul5,Hadfield James5,Göttgens Berthold78,Madissoon Elo46,Stegle Oliver234,Sawcer Stephen1

Affiliation:

1. Department of Clinical Neurosciences, University of Cambridge , Cambridge CB2 0QQ , UK

2. European Molecular Biology Laboratory, Genome Biology Unit , 69117 Heidelberg , Germany

3. Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ) , 69120 Heidelberg , Germany

4. European Molecular Biology Laboratory, European Bioinformatics Institute , Cambridge CB10 1SD , UK

5. University of Cambridge, CRUK Cambridge Institute , Cambridge CB2 0RE , UK

6. Wellcome Sanger Institute , Wellcome Genome Campus, Cambridge CB10 1SA , UK

7. Department of Haematology, University of Cambridge , Cambridge CB2 0AW , UK

8. Wellcome-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge , Cambridge CB2 0AW , UK

Abstract

Abstract Despite the overwhelming evidence that multiple sclerosis is an autoimmune disease, relatively little is known about the precise nature of the immune dysregulation underlying the development of the disease. Reasoning that the CSF from patients might be enriched for cells relevant in pathogenesis, we have completed a high-resolution single-cell analysis of 96 732 CSF cells collected from 33 patients with multiple sclerosis (n = 48 675) and 48 patients with other neurological diseases (n = 48 057). Completing comprehensive cell type annotation, we identified a rare population of CD8+ T cells, characterized by the upregulation of inhibitory receptors, increased in patients with multiple sclerosis. Applying a Multi-Omics Factor Analysis to these single-cell data further revealed that activity in pathways responsible for controlling inflammatory and type 1 interferon responses are altered in multiple sclerosis in both T cells and myeloid cells. We also undertook a systematic search for expression quantitative trait loci in the CSF cells. Of particular interest were two expression quantitative trait loci in CD8+ T cells that were fine mapped to multiple sclerosis susceptibility variants in the viral control genes ZC3HAV1 (rs10271373) and IFITM2 (rs1059091). Further analysis suggests that these associations likely reflect genetic effects on RNA splicing and cell-type specific gene expression respectively. Collectively, our study suggests that alterations in viral control mechanisms might be important in the development of multiple sclerosis.

Funder

Multiple Sclerosis Society

National Institute for Health Research

Cambridge Biomedical Research Centre

EMBL International PhD Programme

Darwin Trust Fellowship

EBPOD

University of Cambridge

ESPOD

Wellcome Sanger Institute

EMBL-EBI

Wellcome and Medical Research Council

Wellcome-MRC Cambridge Stem Cell Institute

Gottgens Laboratory

Wellcome

Blood Cancer UK

Wellcome Trust

Creative Commons Attribution

Publisher

Oxford University Press (OUP)

Subject

Neurology (clinical)

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