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Positron Emission Tomography Imaging for In Vivo Measuring of Myelin Content in the Lysolecithin Rat Model of Multiple Sclerosis
Published on: February 28, 2021
The Serum Lipid Profile of Relapsing Multiple Sclerosis Differs Reproducibly From Healthy Controls
Lisa Shi1,2,3, Laura Ghezzi4,5, Georgia Watt1,2,3
1Charles Perkins Centre, the University of Sydney, Sydney, New South Wales, Australia.
Abstract:
Blood biomarkers that correlate with inflammatory demyelination or neurodegeneration are needed for early diagnosis and disease monitoring in multiple sclerosis (MS). This study aimed to identify serum lipids that are reproducibly altered in relapsing-remitting MS (RRMS) and correlated with indicators of disease severity. Lipids were quantified using liquid chromatography-tandem mass spectrometry in a discovery cohort of 47 RRMS, 42 other neurological disorders, and 30 healthy control serum samples, and a validation cohort of 81 RRMS, 18 progressive MS and 33 control samples. Levels were compared between groups using ANOVA adjusted for age, sex, collection site, and treatment status. Correlations of lipids with age, sex, relapse status, and expanded disability severity scale (EDSS) and multiple sclerosis severity scale (MSSS) scores were determined. Eight lysophosphatidylcholines (LPC), five lysophosphatidylethanolamines (LPE), two acylcarnitines, five diacylglycerols, three sphingomyelins (SM), one ceramide, and one hexosylceramide were significantly higher in both RRMS cohorts compared to healthy controls. Random forest models including five lipids predicted RRMS with 83% sensitivity and 77% specificity (discovery), or 89% sensitivity and 61% specificity (validation cohort). Three acylcarnitines, one brain-enriched ceramide (d18:1/18:0), and two myelin-enriched hexosylceramides were positively correlated with EDSS scores in the validation cohort, of which two were also correlated with MSSS scores. However, these associations were not observed in the discovery cohort. The neuron-enriched lipid SM(d18:1/18:0) was significantly higher during relapse in the validation and combined cohorts. In conclusion, this study identifies a set of 25 lipids that are reproducibly elevated in serum of people with RRMS. Higher serum LPCs, LPEs, diacylglycerols and acylcarnitines may reflect a peripheral lipolysis signature, while higher levels of neuron-enriched sphingolipids could reflect neurodegeneration. Future studies should investigate if these serum lipids predict brain atrophy and disability progression.
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