Accelerated metabolomic aging and its association with social determinants of health in multiple sclerosis

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Authors: Fatemeh Siavoshi, Rezvan Noroozi, Gina Chang, Vinícius Andreoli Schoeps, Matthew D. Smith, Farren Briggs, Jennifer S Graves, Emmanuelle Waubant, Ellen M Mowry, Peter A Calabresi, Pavan Bhargava, Kathryn C Fitzgerald
Cited by: 3
References: 28

Abstract

Objectives: Biological age may better capture differences in disease course among people with multiple sclerosis (PwMS) of identical chronological age. We investigated biological age acceleration through metabolomic age (mAge) in PwMS and its association with social determinants of health (SDoH) measured by area deprivation index (ADI). Methods: mAge was calculated for two cohorts: 323 PwMS and 66 healthy controls (HCs); 101 HCs and 71 DMT-naïve PwMS, using an aging clock derived from 11,977 healthy adults. mAge acceleration, the difference between mAge and chronological age, was compared between groups using generalized linear and mixed-effects models, and its association with ADI was assessed via linear regression. Results: Estimated mAge showed a modest correlation with chronological age (R 2 ≈0.20–0.25). Cross-sectionally, PwMS had higher age acceleration than HCs: 9.77 years in adult PwMS (95% CI: 6.57–12.97, p = 5.3e-09), and 4.90 years in adult DMT-naïve PwMS (95% CI: 0.85–9.01, p = 0.02). Longitudinally, PwMS aged 1.19 mAge years per chronological year (95% CI: 0.18–2.20; p = 0.02), faster than HCs. In PwMS, a 10-percentile increase in ADI was associated with a 0.63-year (95% CI: 0.10–1.18; p = 0.02) increase in age acceleration. Discussion: We demonstrated accelerated mAge in PwMS and its association with social disadvantage.

Fields of Study & Subjects

Multiple Sclerosis Research Studies Amyotrophic Lateral Sclerosis Research Metabolomics and Mass Spectrometry Studies

Publication details

Journal / source
Multiple Sclerosis Journal
Publisher
SAGE Publications
Volume
32
Issue
4
Pages
421–428
Publication date
20 February 2026
Language
EN