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Mosleth EF, Vedeler CA, Liland KH, McLeod A, Bringeland GH, Kroondijk L, Berven FS, Lysenko A, Rawlings CJ, Eid KEH, Opsahl JA, Gjertsen BT, Myhr KM, Gavasso S. Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosis. Sci Rep 2021; 11:4087. [PMID: 33602999 PMCID: PMC7892850 DOI: 10.1038/s41598-021-82388-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 01/18/2021] [Indexed: 12/11/2022] Open
Abstract
Despite intensive research, the aetiology of multiple sclerosis (MS) remains unknown. Cerebrospinal fluid proteomics has the potential to reveal mechanisms of MS pathogenesis, but analyses must account for disease heterogeneity. We previously reported explorative multivariate analysis by hierarchical clustering of proteomics data of MS patients and controls, which resulted in two groups of individuals. Grouping reflected increased levels of intrathecal inflammatory response proteins and decreased levels of proteins involved in neural development in one group relative to the other group. MS patients and controls were present in both groups. Here we reanalysed these data and we also reanalysed data from an independent cohort of patients diagnosed with clinically isolated syndrome (CIS), who have symptoms of MS without evidence of dissemination in space and/or time. Some, but not all, CIS patients had intrathecal inflammation. The analyses reported here identified a common protein signature of MS/CIS that was not linked to elevated intrathecal inflammation. The signature included low levels of complement proteins, semaphorin-7A, reelin, neural cell adhesion molecules, inter-alpha-trypsin inhibitor heavy chain H2, transforming growth factor beta 1, follistatin-related protein 1, malate dehydrogenase 1 cytoplasmic, plasma retinol-binding protein, biotinidase, and transferrin, all known to play roles in neural development. Low levels of these proteins suggest that MS/CIS patients suffer from abnormally low oxidative capacity that results in disrupted neural development from an early stage of the disease.
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Affiliation(s)
- Ellen F Mosleth
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Osloveien 1, 1430, Ås, Norway.
- Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK.
| | - Christian Alexander Vedeler
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Kristian Hovde Liland
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Osloveien 1, 1430, Ås, Norway
- Faculty of Science and Technology, Norwegian University of Life Sciences, 1430, Ås, Norway
| | - Anette McLeod
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Osloveien 1, 1430, Ås, Norway
- Center for Laboratory Medicine, Østfold Hospital Trust, Grålum, Norway
| | - Gerd Haga Bringeland
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Liesbeth Kroondijk
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | | | - Artem Lysenko
- Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK
- Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | | | - Karim El-Hajj Eid
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Osloveien 1, 1430, Ås, Norway
- Faculty of Science and Technology, Norwegian University of Life Sciences, 1430, Ås, Norway
| | - Jill Anette Opsahl
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Bjørn Tore Gjertsen
- Center for Cancer Biomarkers (CCBIO), Department of Clinical Science, Precision Oncology Research Group, University of Bergen, Bergen, Norway
- Department of Medicine, Haematology Section, Haukeland University Hospital, Bergen, Norway
| | - Kjell-Morten Myhr
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Sonia Gavasso
- Department of Clinical Medicine, University of Bergen, Bergen, Norway.
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway.
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