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Updated: Aug 13, 2026

Lipidomics and Transcriptomics in Neurological Diseases
Published on: March 18, 2022
Lipidomic UPLC-MS/MS Profiles of Normal-Appearing White Matter Differentiate Primary and Secondary Progressive
Petros Pousinis1, Ines R Ramos2, M Nicola Woodroofe1
1Biomolecular Sciences Research Centre, Faculty of Health, Wellbeing and Life Sciences, Sheffield Hallam University, Sheffield S1 1WB, UK.
Abstract:
Multiple sclerosis (MS) is a neurodegenerative inflammatory disease where an autoimmune response to components of the central nervous system leads to a loss of myelin and subsequent neurological deterioration. People with MS can develop primary or secondary progressive disease (PPMS, SPMS) and differentiation of the specific differences in the pathogenesis of these two courses, at the molecular level, is currently unclear. Recently, lipidomics studies using human biofluids, mainly plasma and cerebrospinal fluid, have highlighted a possible role for lipids in the initiation and progression of MS. However, there is a lack of lipidomics studies in MS on CNS tissues, such as normal-appearing white matter (NAWM), where local inflammation initially occurs. Herein, we developed an untargeted reverse phase ultra-performance liquid chromatography time of flight tandem mass spectrometry (RP-UPLC-TOF MSE)-based workflow, in combination with multivariate and univariate statistical analysis, to assess significant differences in lipid profiles in brain NAWM from post-mortem cases of PPMS, SPMS and controls. Groups of eight control, nine PPMS and seven SPMS NAWM samples were used. Correlation analysis of the identified lipids by RP-UPLC-TOF MSE was undertaken to remove those lipids that correlated with age, gender and post-mortem interval as confounding factors. We demonstrate that there is a significantly altered lipid profile of control cases compared with MS cases and that progressive disease, PPMS and SPMS, can be differentiated on the basis of the lipidome of NAWM with good sensitivity, specificity and prediction accuracy based on receiver operating characteristic (ROC) curve analysis. Metabolic pathway analysis revealed that the most altered lipid pathways between PPMS and SPMS were glycerophospholipid metabolism, glycerophosphatidyl inositol (GPI) anchor synthesis and linoleic acid metabolism. Further understanding of the impact of these lipid alterations described herein associated with progression will provide an increased understanding of the mechanisms underpinning progression and highlight possible new therapeutic targets.
Insights
Lipid profiles in normal-appearing white matter (NAWM) differ significantly between multiple sclerosis (MS) and control brains. This study differentiates primary progressive MS (PPMS) and secondary progressive MS (SPMS) based on NAWM lipidome, revealing altered metabolic pathways crucial for understanding MS progression.
Area of Science:
- Neuroimmunology
- Neurodegenerative diseases
- Lipidomics
- Central nervous system (CNS) pathology
Background:
- Multiple sclerosis (MS) is a CNS inflammatory disease characterized by myelin loss and neurological decline.
- Distinguishing the molecular pathogenesis of primary progressive MS (PPMS) and secondary progressive MS (SPMS) remains unclear.
- Previous lipidomics studies focused on biofluids, with limited research on CNS tissues like normal-appearing white matter (NAWM).
Purpose of the Study:
- To investigate and compare lipid profiles in NAWM from PPMS, SPMS, and control individuals.
- To identify molecular differences in NAWM lipidomes that distinguish MS subtypes and controls.
- To explore the role of specific lipid metabolic pathways in MS progression.
Main Methods:
- An untargeted lipidomics workflow using reverse-phase ultra-performance liquid chromatography coupled with time-of-flight tandem mass spectrometry (RP-UPLC-TOF MSE) was employed.
- Multivariate and univariate statistical analyses were used to assess differences in lipid profiles.
- Correlation analysis was performed to account for confounding factors like age, gender, and post-mortem interval.
Main Results:
- Significant alterations in the NAWM lipidome were observed between control and MS cases.
- The lipidome of NAWM effectively differentiated PPMS and SPMS from controls with high sensitivity and specificity, confirmed by receiver operating characteristic (ROC) curve analysis.
- Key altered lipid pathways identified between PPMS and SPMS included glycerophospholipid metabolism, glycosylphosphatidylinositol (GPI) anchor synthesis, and linoleic acid metabolism.
Conclusions:
- NAWM lipid profiles provide a molecular basis for differentiating MS subtypes and controls.
- Altered lipid metabolism in NAWM is associated with MS progression.
- These findings offer insights into MS pathogenesis and suggest potential therapeutic targets.

