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Abstract Details

Multi-omic Integration of Serum Proteins and Metabolites Reveals Distinct Molecular Signatures Associated With Clinical, Patient-reported, and Imaging Measures in Multiple Sclerosis
Multiple Sclerosis
P2 - Poster Session 2 (11:45 AM-12:45 PM)
18-003
To identify shared blood-based molecular signatures linking serum metabolomics and proteomics with clinical disability, patient-reported outcomes, and neuroimaging markers in multiple sclerosis (MS), providing mechanistic insight into pathways underlying disease severity.

Identifying molecular factors that drive MS severity remains a major challenge. Although multi-omic profiling offers a powerful framework to study disease mechanisms, large-scale integrative analyses in MS remain limited. Leveraging comprehensive serum proteomic and metabolomic datasets enables unbiased identification of molecular signatures associated with disease severity and provides insight into processes contributing to MS progression.

In this cross-sectional study, serum samples from 187 people with MS were profiled using the SomaScan 7k proteomic and Metabolon global untargeted metabolomic platforms (7,000 proteins and 1639 metabolites). Assessments included clinical disability metrics (Expanded Disability Status Scale, Nine-Hole Peg Test, Timed 25-Foot Walk, and Processing Speed Test), patient-reported outcomes derived from Neuro-QoL domains, and imaging measures from magnetic resonance imaging volumetrics and optical coherence tomography. After preprocessing, omic layers were grouped using two complementary integrative approaches, Multi-Omics Factor Analysis (MOFA) and Hierarchical All-against-All Association (HAllA). Associations between molecular groups and outcome measures were evaluated using multivariable linear regression, adjusting for age, sex, and race.

Two distinct molecular groups were identified. The first group, associated with imaging outcomes, comprised metabolites related to mitochondrial and membrane metabolism (DHEA-S, phosphoethanolamine, taurine, sphingomyelins) and proteins involved in immune signaling, receptor activity, and axonal guidance, including TNFRSF1A, FZD2, FZD7, EPHA2, EFNA5, CD46, TIMP1, and SPON2. The second group, associated with clinical and patient-reported outcomes, was characterized by carnitine and lipid derivatives (palmitoleoylcarnitine [C16:1], myristoylcarnitine [C14], sphingomyelins) together with proteins linked to ubiquitination, proteostasis, oxidative stress, and cytoskeletal regulation, including HSPB1, HSPA5, PARK7, BAG3, UBE2L6, ATXN3, GLO1, and PRDX1.

Using multi-omic analysis, we identified distinct molecular groups and pathways associated with multiple MS severity metrics in a large cohort.

Authors/Disclosures
Fatemeh Siavoshi, MD
PRESENTER
Dr. Siavoshi has nothing to disclose.
Matthew Smith Matthew Smith has nothing to disclose.
Blake Dewey, PhD The institution of Dr. Dewey has received research support from US Department of Defense. The institution of Dr. Dewey has received research support from National Multiple Sclerosis Society.
Keenan Walker, PhD The institution of Dr. Walker has received research support from NIA/NIH.
Elias S. Sotirchos, MD (Johns Hopkins University) Dr. Sotirchos has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Genentech. Dr. Sotirchos has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Alexion. Dr. Sotirchos has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Amgen. Dr. Sotirchos has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for TG Therapeutics. The institution of Dr. Sotirchos has received research support from National Institutes of Health. The institution of Dr. Sotirchos has received research support from National Multiple Sclerosis Society. The institution of Dr. Sotirchos has received research support from Sumaira Foundation. The institution of Dr. Sotirchos has received research support from Genentech. The institution of Dr. Sotirchos has received research support from UCB. The institution of Dr. Sotirchos has received research support from Astoria Biologica. The institution of Dr. Sotirchos has received research support from Ad Scientiam. The institution of Dr. Sotirchos has received research support from Alexion. The institution of Dr. Sotirchos has received research support from Corevitas. Dr. Sotirchos has received personal compensation in the range of $500-$4,999 for serving as a Ad Hoc Reviewer with National Institutes of Health.
Shiv Saidha, MD (Johns Hopkins) Dr. Saidha has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Setpoint Medical. Dr. Saidha has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Novartis. Dr. Saidha has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Biogen. Dr. Saidha has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for ReWind Therapeutics. Dr. Saidha has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Novartis. Dr. Saidha has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Clene Pharmaceuticals. Dr. Saidha has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Biogen. Dr. Saidha has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Genentech. Dr. Saidha has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for EMD Serono. Dr. Saidha has received personal compensation in the range of $10,000-$49,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Sanofi. Dr. Saidha has received personal compensation in the range of $500-$4,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for Multiple Sclerosis Journal ETC. Dr. Saidha has stock in June Brain. Dr. Saidha has stock in Lapix Therapeutics. The institution of Dr. Saidha has received research support from Biogen. The institution of Dr. Saidha has received research support from Genentech. The institution of Dr. Saidha has received research support from Novartis. The institution of Dr. Saidha has received research support from Lapix Therapeutics. The institution of Dr. Saidha has received research support from Novartis.
Kathryn Fitzgerald, PhD (Johns Hopkins University) Dr. Fitzgerald has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Setpoint Medical. The institution of Dr. Fitzgerald has received research support from NIH. The institution of Dr. Fitzgerald has received research support from National MS Society.
Ellen M. Mowry, MD, FAAN (Johns Hopkins University) Dr. Mowry has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Octave. Dr. Mowry has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for SetPoint. The institution of Dr. Mowry has received research support from Genentech/Roche. The institution of Dr. Mowry has received research support from Biogen. Dr. Mowry has received publishing royalties from a publication relating to health care.
Peter A. Calabresi, MD, FAAN (Johns Hopkins University) Dr. Calabresi has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Novartis. Dr. Calabresi has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Lilly. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Idorsia. An immediate family member of Dr. Calabresi has received personal compensation in the range of $10,000-$49,999 for serving on a Scientific Advisory or Data Safety Monitoring board for MyMD. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for Myelin Repair Foundation. The institution of Dr. Calabresi has received research support from Genentech. Dr. Calabresi has received publishing royalties from a publication relating to health care. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving as a Study Section Member with NIH. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving as a Grant reveiwer with Myelin Repair Foundation. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving as a Speaker for CME with NYAS. Dr. Calabresi has received personal compensation in the range of $500-$4,999 for serving as a Speaker with Academic CME.
Pavan Bhargava, MD, FAAN (Johns Hopkins University) The institution of Dr. Bhargava has received research support from EMD Serono. The institution of Dr. Bhargava has received research support from Amylyx pharmaceuticals. The institution of Dr. Bhargava has received research support from Genentech. The institution of Dr. Bhargava has received research support from GSK.