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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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1 Fisheries and Aquaculture Research, Nofima AS, Norwegian Institute of Food, Ås, Norway (GRID:grid.22736.32) (ISNI:0000 0004 0451 2652); Rothamsted Research, Harpenden, Hertfordshire, UK (GRID:grid.418374.d) (ISNI:0000 0001 2227 9389)
2 University of Bergen, Department of Clinical Medicine, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443); Haukeland University Hospital, Neuro-SysMed, Department of Neurology, Bergen, Norway (GRID:grid.412008.f) (ISNI:0000 0000 9753 1393)
3 Fisheries and Aquaculture Research, Nofima AS, Norwegian Institute of Food, Ås, Norway (GRID:grid.22736.32) (ISNI:0000 0004 0451 2652); Norwegian University of Life Sciences, Faculty of Science and Technology, Ås, Norway (GRID:grid.19477.3c) (ISNI:0000 0004 0607 975X)
4 Fisheries and Aquaculture Research, Nofima AS, Norwegian Institute of Food, Ås, Norway (GRID:grid.22736.32) (ISNI:0000 0004 0451 2652); Østfold Hospital Trust, Center for Laboratory Medicine, Grålum, Norway (GRID:grid.412938.5) (ISNI:0000 0004 0627 3923)
5 Haukeland University Hospital, Neuro-SysMed, Department of Neurology, Bergen, Norway (GRID:grid.412008.f) (ISNI:0000 0000 9753 1393)
6 University of Bergen, Proteomics Unit (PROBE), Department of Biomedicine, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443)
7 Rothamsted Research, Harpenden, Hertfordshire, UK (GRID:grid.418374.d) (ISNI:0000 0001 2227 9389); RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.418374.d)
8 Rothamsted Research, Harpenden, Hertfordshire, UK (GRID:grid.418374.d) (ISNI:0000 0001 2227 9389)
9 University of Bergen, Center for Cancer Biomarkers (CCBIO), Department of Clinical Science, Precision Oncology Research Group, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443); Haukeland University Hospital, Department of Medicine, Haematology Section, Bergen, Norway (GRID:grid.412008.f) (ISNI:0000 0000 9753 1393)