Evidence map›Paper›PMID 40586989›Full record

ArticleJournal of neurology2025

Equity in neuromuscular research: a 20-year analysis of race, ethnicity, sex, and age representation.

Lorenzo Fontanelli, Gabriele Vadi, Gabriele Bellini, Andrea Cossu, Gabriele Siciliano

Abstract read
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In one paragraph

Article in Journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Duchenne Muscular Dystrophy Under Three Years of Age.Children (Basel, Switzerland) · 2026
    Article
  2. Observational
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

5 authors.

Lorenzo Fontanelli *Health Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, Piazza Martiri Della Libertà 33, 56127, Pisa, Italy. Lorenzo.Fontanelli@santannapisa.it.ORCID http://orcid.org/0000-0003-4370-4190
Gabriele Vadi *Health Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, Piazza Martiri Della Libertà 33, 56127, Pisa, Italy.ORCID http://orcid.org/0009-0002-3273-5362
Gabriele BelliniHealth Science Interdisciplinary Center, Sant'Anna School of Advanced Studies, Piazza Martiri Della Libertà 33, 56127, Pisa, Italy.ORCID http://orcid.org/0000-0002-0648-6836
Andrea CossuComputer Science Department, University of Pisa, Largo Bruno Pontecorvo 3, 56127, Pisa, Italy.ORCID http://orcid.org/0000-0002-4874-8830
Gabriele SicilianoNeurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 55, 56126, Pisa, Italy.ORCID http://orcid.org/0000-0002-6142-2384

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesWe conducted a systematic analysis of studies on neuromuscular diseases registered on ClinicalTrials.gov over the last 20 years to assess disparities in study populations.

methodsData from interventional and observational neuromuscular disease studies initiated between January 1, 2004, and December 31, 2024, were retrieved from ClinicalTrials.gov and PubMed/MEDLINE. Collected variables included participant race, ethnicity, sex, eligible age range, mean and median ages, as well as study funding source, start year, and phase. These variables were analyzed to evaluate disparities in race, ethnicity, and age across studies and over time.

resultsA total of 2166 studies were screened, with 462 meeting inclusion criteria, encompassing data from 37,131 participants. Most participants were male (61.4%), White (83.5%), and non-Hispanic/Latino (87.6%). While the proportion of studies reporting race and ethnicity increased over time (p < 0.001 and p = 0.001, respectively), the racial and ethnic composition of participants remained unchanged (p = 1). Studies on X-linked recessive disorders (i.e., Duchenne muscular dystrophy (DMD), Becker muscular dystrophy, and spinal and bulbar muscular atrophy (SMA)) predominantly excluded female participants. Regarding age accessibility, 37.9% of studies allowed children. Similarly, trial accessibility for older adults was limited. Even in studies with broader age eligibility, mean and median participant ages clustered around midlife, with underrepresentation at both age extremes. Notably, about half of DMD and SMA studies excluded participants over 16 and 18 years, respectively.

conclusionSignificant disparities persist in race, ethnicity, and age representation in neuromuscular disease clinical research, highlighting the need for more inclusive study designs.

Indexed as

Biomedical ResearchEthnicityNeuromuscular DiseasesRacial GroupsAdolescentAdultAge FactorsChildFemaleHumansMaleMiddle AgedSex FactorsYoung AdultClinical trialsHealth equityInclusivityMinorities in medicineNeuromuscular diseases

Identifiers

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Registered trials

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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.