# Clinical and MRI substrates of Symbol Digit Modalities Test impairment in multiple sclerosis patients with an adult- and late-onset

**Authors:** Antonia L Wenger, Elisabetta Pagani, Alessandro Meani, Paolo Preziosa, Antonio Gallo, Elisabeth Solana, Menno M Schoonheim, Christian Enzinger, Sergiu Groppa, Mario A Ocampo-Pineda, Alessandro Cagol, Matthias Weigel, Pasquale Calabrese, Ludwig Kappos, Cristina Granziera, Massimo Filippi, Maria A Rocca

PMC · DOI: 10.1177/13524585261417265 · Multiple Sclerosis (Houndmills, Basingstoke, England) · 2026-02-23

## TL;DR

This study compares brain MRI and cognitive profiles in multiple sclerosis patients with late-onset versus adult-onset disease to understand differences in cognitive impairment.

## Contribution

Identifies distinct MRI and network substrates of cognitive impairment in late-onset versus adult-onset multiple sclerosis.

## Key findings

- Late-onset MS patients show higher lesion volume and gray matter atrophy compared to adult-onset MS patients.
- Network dysfunction contributes to cognitive impairment in adult-onset MS, while neurodegeneration is more prominent in late-onset MS.
- Intra-hemispheric disconnection and lesion volume are key factors in adult-onset MS, while commissural ratio and GM atrophy are key in late-onset MS.

## Abstract

Multiple sclerosis (MS) onset occurs at diverse ages. Age of onset impact on clinical, brain MRI, and cognitive profiles remains unclear. We investigated the substrates of Symbol Digit Modalities Test (SDMT) impairment in patients with late-onset MS (LOMS) (⩾45 years) compared to adult-onset MS (AOMS) (<45 years).

294 AOMS and 80 LOMS patients with disease duration of maximum 6 years from symptom onset and 519 healthy controls were retrospectively included from a multicenter MAGNIMS data set. We assessed between-group differences and correlates of SDMT impairment measuring lesion volume (LV), atrophy, global, intra- and inter-hemispheric structural connectivity and disconnection indices.

38% LOMS were impaired on SDMT compared to 39% AOMS (p = 0.751). LOMS showed higher LV (FDR-p = 0.018), gray matter (GM) atrophy (FDR-p = 0.050), intra- and inter-hemispheric disconnection compared to AOMS (all FDR-p < 0.028). Furthermore, LOMS showed higher modularity (FDR-p = 0.018) and decreased density (FDR-p < 0.001). Substrates of SDMT impairment were intra-hemispheric disconnection, LV, clustering coefficient, mean strength and efficiency (AUC = 0.730) in AOMS and commissural ratio and GM atrophy (AUC = 0.760) in LOMS.

Substrates contributing to SDMT impairment differ between these two distinct cohorts, being primarily driven by network dysfunction in AOMS and neurodegenerative processes in LOMS.

## Linked entities

- **Diseases:** multiple sclerosis (MONDO:0005301)

## Full-text entities

- **Diseases:** hypertension (MESH:D006973), physical disability (MESH:D059445), neurodegeneration (MESH:D019636), neuro-axonal loss (MESH:C536203), inflammation (MESH:D007249), LOMS (MESH:D000067562), ORCID iDs (MESH:C535742), relapsing-remitting multiple sclerosis (MESH:D020529), atrophy (MESH:D001284), WM atrophy (MESH:D000090122), diabetes (MESH:D003920), SDMT (MESH:D013736), axonal degeneration (MESH:D009410), WM (MESH:D056784), LV (MESH:D009059), Cognitive deterioration (MESH:D003072), neurological impairment (MESH:D009422), Disorders (MESH:D009358), GM (MESH:D002549), AOMS (MESH:D009103)
- **Chemicals:** AOMS (-), FA (MESH:D005492)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12953661/full.md

## References

35 references — full list in the complete paper: https://tomesphere.com/paper/PMC12953661/full.md

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Source: https://tomesphere.com/paper/PMC12953661