Evidence map›Paper›PMID 41739819›Full record

Trial reportPloS one2026

Transcriptomic response of skeletal muscle to acute aerobic versus combined exercise in chronic kidney disease.

Luke A Baker, Matthew Graham-Brown, Thomas J Wilkinson, Alice C Smith, Emma L Watson

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Luke A BakerDivision of Respiratory Sciences, College of Life Sciences, University of Leicester, Leicester, United Kingdom.ORCID https://orcid.org/0000-0003-2111-3832
Matthew Graham-BrownDivision of Cardiovascular Sciences, College of Life Sciences, University of Leicester, Leicester, United Kingdom.
Thomas J WilkinsonLeicester Biomedical Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester, United Kingdom.
Alice C SmithDivision of Public Health and Epidemiology, School of Medical Sciences, University of Leicester, Leicester, United Kingdom.
Emma L WatsonLeicester Biomedical Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester, United Kingdom.ORCID https://orcid.org/0000-0002-3869-8972

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChronic kidney disease (CKD) affects approximately 14% of the UK population and is associated with significant exercise intolerance, partly due to skeletal muscle dysfunction. While exercise is a potential therapeutic strategy, the molecular response of skeletal muscle to exercise in CKD remains poorly understood. This study aimed to characterise transcriptomic changes in skeletal muscle 24 hours after aerobic (AE) or combined aerobic and resistance exercise (CE) in non-dialysis CKD.

methodsThis study utilised muscle biopsies from participants in the ExTRA CKD trial with stage 3b-4 CKD stages 3b-4 (AE: 24 (15-32) ml/min/1.73m2; CE: 25 (19-31) ml/min/1.73m2). Participants (n = 4 per group) were randomised to 12 weeks of thrice-weekly AE or CE. Vastus lateralis skeletal muscle biopsies were collected at baseline and 24h after the first bout of exercise. RNA was extracted for Bulk RNA sequencing. Bulk RNA sequencing was performed, and differentially expressed genes (DEGs) were identified between baseline and post-exercise samples, followed by pathway enrichment analysis.

resultsFollowing AE, 1480 genes were upregulated and 1554 downregulated. CE resulted in 556 upregulated and 115 downregulated genes. The most upregulated gene after AE was CHI3L1 (log₂FC 10.7), followed by SAA2 and PTX3, all associated with inflammation. After CE, SFN (log₂FC 6.8) and MT1A were among the most highly upregulated. Enrichment analysis showed strong activation of inflammatory and cellular senescence pathways, and downregulation of mitochondrial function-related processes, particularly after AE.

conclusionBoth AE and CE triggered robust inflammatory gene expression responses in CKD skeletal muscle, which may be indicative of early repair processes. Unexpectedly, mitochondrial-related pathways were downregulated at 24h post exercise. In the absence of earlier post exercise timepoints, it is not possible to determine whether these findings reflect impaired mitochondrial adaptation, or instead represent a recovery phase return of mitochondrial gene expression levels to baseline. These results highlight mitochondrial dysfunction may be a potential barrier to effective exercise adaptation and a possible therapeutic target in this population.

Indexed as

ExerciseMuscle, SkeletalRenal Insufficiency, ChronicTranscriptomeAdultFemaleGene Expression ProfilingHumansMaleMiddle AgedResistance Training

Identifiers

PMID41739819
PMCPMC12935244

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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.