# Vascular Comorbidities and an Increased Comorbidity Score Are Associated With Disability and Disability Progression in Secondary Progressive Multiple Sclerosis

**Authors:** Nevin A. John, Yingtong Li, Floriana De Angelis, Ferran Prados Carrasco, Jon Stutters, Anisha Doshi, Alberto Calvi, Domenico Plantone, Thomas Williams, Thanh Phan, Jeremy Chataway, Sebastien Ourselin, Sebastien Ourselin, Marie Braisher, Tiggy Beyene, Vanessa Bassan, Alvin Zapata, Siddharthan Chandran, Peter Connick, Dawn Lyle, James Cameron, Daisy Mollison, Shuna Colville, Baljean Dhillon, Moira Ross, Gina Cranswick, Allan Walker, Lorraine Smith, Gavin Giovannoni, Sharmilee Gnanapavan, Richard Nicholas, Waqar Rashid, Julia Aram, Helen Ford, Sue H. Pavitt, James Overell, Carolyn Young, Heinke Arndt, Martin Duddy, Joe Guadagno, Nikolaos Evangelou, Matthew Craner, Jacqueline Palace, Jeremy Hobart, Basil Sharrack, David Paling, Clive Hawkins, Seema Kalra, Brendan McLean, Nigel Stallard, Roger Bastow

PMC · DOI: 10.1111/ene.70517 · European Journal of Neurology · 2026-02-09

## TL;DR

Vascular comorbidities and higher comorbidity scores are linked to greater disability and faster disability progression in secondary progressive multiple sclerosis.

## Contribution

This study is the first to show that vascular comorbidities and comorbidity burden are associated with disability progression in secondary progressive multiple sclerosis.

## Key findings

- Hypertension and increased comorbidity count are cross-sectionally associated with higher EDSS scores.
- Hyperlipidaemia and increased comorbidity count are linked to disability progression over 96 weeks.
- Non-vascular comorbidities were not associated with disability outcomes.

## Abstract

Vascular risk factors are associated with increased disease activity and disability progression in multiple sclerosis (MS). This has been studied mainly in cohorts with relapsing–remitting MS. However, the association between vascular comorbidities (VCM) and clinical disability in secondary progressive MS (SPMS) is less well studied. Our aim was to investigate the association between VCM, non‐VCM, comorbidity burden and both physical and cognitive performance in SPMS.

Longitudinal analysis of 445 patients from the MS secondary progressive multi‐arm trial (MS‐SMART)–a multi‐arm multicentre phase‐2b randomised placebo‐controlled trial of three agents in SPMS (NCT01910259). VCM (hypertension and hyperlipidaemia) and non‐VCM (asthma, hypothyroidism and osteoporosis) were recorded. A comorbidity score was also determined (0, 1, ≥ 2). Physical disability and processing speed were assessed at baseline, 48‐ and 96 weeks. Multiple linear regression and mixed models were used to investigate the cross‐sectional and longitudinal relationships between baseline VCM, non‐VCM, comorbidity score and clinical outcome measures.

The cohort was predominantly female (67%), median Expanded Disability Status Scale (EDSS) 6.0. 13% and 9% had hypertension and hyperlipidaemia (VCM), respectively. 7%, 9% and 5% had asthma, hypothyroidism and osteoporosis (non‐VCM), respectively. Co‐morbidity counts were 0,63%; 1, 23% and with > = 2, 11%. In cross‐sectional models, both hypertension (β = 0.36, 95% CI 0.18–0.54) and an increased comorbidity count (β = 0.47, 95% CI 0.28–0.67) were associated with higher EDSS scores. In longitudinal models, hyperlipidaemia (β = 0.22, 95% CI 0.02–0.42) and increased comorbidity count (β = 0.21, 95% CI 0.01–0.41) were associated with increased EDSS scores over 48/96 weeks. No associations were seen with the non‐VCM.

VCM and also increased comorbidity burden per se are associated with increased disability. Disability worsening over 96 weeks was most evident in those with hyperlipidaemia and increased comorbidity burden.

## Linked entities

- **Diseases:** multiple sclerosis (MONDO:0005301), secondary progressive multiple sclerosis (MONDO:0000450), hyperlipidaemia (MONDO:0001336), asthma (MONDO:0004979), hypothyroidism (MONDO:0005420), osteoporosis (MONDO:0005298)

## Full-text entities

- **Diseases:** VCM (MESH:D057772), MS (MESH:D009103), Physical disability (MESH:D059445), hypothyroidism (MESH:D007037), osteoporosis (MESH:D010024), asthma (MESH:D001249), SPMS (MESH:D020528), Disability (MESH:D009069), hypertension (MESH:D006973)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12886752/full.md

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12886752/full.md

## References

32 references — full list in the complete paper: https://tomesphere.com/paper/PMC12886752/full.md

---
Source: https://tomesphere.com/paper/PMC12886752