ArticlePloS one2022
Frailty among people with multiple sclerosis who are wheelchair users.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07521982 (Comparison of Frailty, Physical Fitness Parameters, and Irisin Levels Between Patients With Multiple Sclerosis and Healthy Volunteers), which is not on this map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Comparison of Frailty, Physical Fitness Parameters, and Irisin Levels Between Patients With Multiple Sclerosis and Healthy Volunteers
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Measures of Comorbidities and Frailty in Multiple Sclerosis-Systematic Review on Evidence and Applicability of Utilized Scoring Systems in Clinical Routine and Real-World Data.European journal of neurology · 2025Pooled it
- Reducing frailty in frail people with multiple sclerosis: Feasibility of a 6-week multimodal exercise training program.PloS one · 2026Trial
- Effects of a 6-Week Treadmill Training With and Without Virtual Reality on Frailty in People With Multiple Sclerosis.Archives of physical medicine and rehabilitation · 2025Trial
- Understanding Urban Mobility Among Wheelchair Users: The Intersection of Physical Impairment, Wheelchair Mobility Proficiency, and Self-Efficacy in Wheeled Mobility-A Scoping Review.Healthcare (Basel, Switzerland) · 2026Review
- Frailty Exacerbates Disability in Progressive Multiple Sclerosis.Annals of clinical and translational neurology · 2026Article
- Real-World 24-Month Outcomes of Ofatumumab in Relapsing Multiple Sclerosis: Efficacy, Safety, and the Impact of Frailty.Neurology and therapy · 2025Article
- Frailty and urinary symptoms share pathophysiological mechanisms involved in disease progression in people with multiple sclerosis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2025Article
- Frailty in multiple sclerosis: A scoping review.Multiple sclerosis and related disorders · 2024Article
- Cognitive Function in Frail Older Adults With Multiple Sclerosis: An Exploratory Study Using Secondary Data Analysis.International journal of MS care · 2024Article
- Multimodal exercise training to reduce frailty in people with multiple sclerosis: study protocol for a pilot randomized controlled trial.Pilot and feasibility studies · 2024Article
- Mental health and frailty in people with multiple sclerosis: unraveling a complex relationship.Frontiers in psychology · 2024Review
- Exploring Factors Associated with Falls in Multiple Sclerosis: Insights from a Scoping Review.Clinical interventions in aging · 2024Article
- Neurophysiological and clinical biomarkers of secondary progressive multiple sclerosis: A cross-sectional study.Frontiers in neurology · 2023Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFrailty is a biological syndrome arising from cumulative declines across multiple physiologic systems. Although recent reports have described elevated frailty levels in people with multiple sclerosis (MS) with minimal to moderate disability, very little is known about frailty in individuals with severe disability. The objective of the current investigation was to evaluate frailty through the deficit accumulation model and to explore the relationship of frailty with MS clinical subtypes, disease duration and fall-history in wheelchair users living with MS. MATERIALS AND
methodsStandard validated procedures were used to calculate a frailty index in 45 wheelchair and scooter users living with MS (median age = 60.0[16.0] years, 82.2% female, patient determined disease steps score = 7.0). Information on demographics, MS clinical subtypes, disease duration, and six-month fall-history were collected as part of a standardized medical survey.
resultsThe mean frailty index score was 0.54 (standard deviation = 0.13). Overall, 91.1% and 8.9% of participants met objective diagnostic criteria for severe and moderate frailty, respectively. A one-way ANOVA revealed no significant differences (F = 0.054, p = 0.948) in the frailty index among participants with relapsing-remitting MS, primary progressive, and secondary progressive MS. No relationship between frailty and disease duration (r = -0.058, p = 0.706) was found. A univariable negative binomial regression analysis revealed a significant association between frailty index scores and the number of falls experienced in the previous six months (IRR = 1.75, 95% CI [1.06-2.91], p = 0.030).
conclusionThe current study suggests that individuals with MS with advanced disability also live with coexisting frailty and that the frailty index may be a valuable tool in evaluating fall-risk in wheelchair users living with MS. The significant overlap observed between severe disability and severe frailty highlights the emerging need to untangle this bi-directional relationship to identify appropriate therapeutic pathways in the MS population living with advanced disability.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.