Evidence map›Paper›PMID 39819652›Full record

ArticleJMIR rehabilitation and assistive technologies2025

Multiparametric MRI Assessment of Morpho-Functional Muscle Changes Following a 6-Month FES-Cycling Training Program: Pilot Study in People With a Complete Spinal Cord Injury.

Alfonso Mastropietro, Denis Peruzzo, Maria Giovanna Taccogna, Nicole Sanna, Nicola Casali, Roberta Nossa, Emilia Biffi, Emilia Ambrosini, Alessandra Pedrocchi, Giovanna Rizzo

Registry-linked trialAbstract read
In one paragraph

Article in JMIR rehabilitation and assistive technologies, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06884956 (Assessment of High-tech Rehabilitation Impact on Muscular Tissue Using MRI Derived Biomarkers), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT06884956 enrolling by invitationnot on this map

Assessment of High-tech Rehabilitation Impact on Muscular Tissue Using MRI Derived Biomarkers

TypeobservationalSponsorIRCCS Eugenio MedeaRan2023 to 2025Enrolled30ConditionsMovement Disorders, Treatment
3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Review
  4. On the road to Cybathlon 2024: lessons learned from the Polimi FES-bike team.Journal of neuroengineering and rehabilitation · 2026
    Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Alfonso Mastropietro *Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato, Consiglio Nazionale delle Ricerche, via Alfonso Corti, 12, Milan, 20133, Italy, 39 02 2369 993.ORCID 0000-0003-3358-7111
Denis Peruzzo *Neuroimaging Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy.ORCID 0000-0002-9480-379X
Maria Giovanna TaccognaIstituto di Tecnologie Biomediche, Consiglio Nazionale delle Ricerche, Segrate, Italy.ORCID 0000-0001-6996-7920
Nicole SannaDipartimento di Ingegneria Meccanica, Politecnico di Milano, Milan, Italy.ORCID 0009-0004-4663-0283
Nicola CasaliIstituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato, Consiglio Nazionale delle Ricerche, via Alfonso Corti, 12, Milan, 20133, Italy, 39 02 2369 993.ORCID 0009-0007-6800-5341
Roberta NossaLaboratorio di Bioingegneria, Istituto di Ricovero e Cura a Carattere Scientifico Eugenio Medea, Bosisio Parini, Italy.ORCID 0000-0003-3055-2327
Emilia BiffiBioengineering Lab, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy.ORCID 0000-0002-2568-9735
Emilia AmbrosiniWeCobot Lab, Polo Territoriale di Lecco, Politecnico di Milano, Lecco, Italy.ORCID 0000-0002-6527-0779
Alessandra PedrocchiWeCobot Lab, Polo Territoriale di Lecco, Politecnico di Milano, Lecco, Italy.ORCID 0000-0001-9957-2786
Giovanna RizzoIstituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato, Consiglio Nazionale delle Ricerche, via Alfonso Corti, 12, Milan, 20133, Italy, 39 02 2369 993.ORCID 0000-0002-6341-1304

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Spinal cord injuries (SCIs) cause debilitating secondary conditions such as severe muscle deterioration, cardiovascular, and metabolic dysfunctions, significantly impacting patients' quality of life. Functional electrical stimulation (FES) combined with cycling exercise (FES-cycling) has shown promise in improving muscle function and health in individuals with SCI. Objective: This pilot study aimed to investigate the potential role of multiparametric magnetic resonance imaging (MRI) to assess muscle health during and after an FES-cycling rehabilitation program. Methods: Four male participants with chronic SCI underwent a 6-month FES-cycling training program, consisting of two 30-minute sessions per week. MRI scans were performed at baseline (T0), after 3 months (T1), at the end of the training (T2), and 1-month posttraining (T3). The MRI protocol included T1-weighted imaging for volume quantification, Dixon imaging for fat fraction, multi-echo spin echo for T2 relaxation times, and diffusion tensor imaging to assess diffusion parameters. Results: Muscle hypertrophy was observed, with an average increase in muscle volume of 22.3% at T1 and 36.7% at T2 compared with baseline. One month posttraining, muscle volume remained 23.2% higher than baseline. Fat fraction decreased from 11.1% at T0 to 9.1% at T2, with a rebound to 10.9% at T3. T2 relaxation times showed a reduction even though this was not consistent among participants. Diffusion tensor imaging parameters revealed subtle changes in muscle tissue microstructure, with a decrease in fractional anisotropy mainly associated to an increase of radial diffusivity. Conclusions: Although preliminary, this study provides evidence that 6 months of low-intensity FES-bike training can increase muscle volume and decrease fat infiltration in individuals with SCI. The study demonstrates that the use of a multiparametric MRI provides comprehensive insights into both macroscopic and microscopic changes within muscle tissues, supporting its integration into clinical practice for assessing the efficacy of rehabilitation interventions.

Indexed as

cyclingexerciseFESfunctional electrical stimulationimageimagingmagnetic resonance imagingmpMRIMRImultiparametric MRImusclemuscularmusculoskeletalphysical activityrehabilitationskeletal musclespinal cord injuryspine

Identifiers

PMID39819652
PMCPMC11756844

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Registered trials

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