Evidence map›Paper›PMID 33951310›Full record

SynthesisJournal of cachexia, sarcopenia and muscle2021

Transcriptomic meta-analysis of disuse muscle atrophy vs. resistance exercise-induced hypertrophy in young and older humans.

Colleen S Deane, Craig R G Willis, Bethan E Phillips, Philip J Atherton, Lorna W Harries, Ryan M Ames, Nathaniel J Szewczyk, Timothy Etheridge

Registry-linked trialAbstract readMeta-Analysis
In one paragraph

Synthesis in Journal of cachexia, sarcopenia and muscle, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07018843 (Metabolic Characterisation of Critically Ill Patients), which is not on this map. Cited by 27 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 2 pooled it
–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.

NCT07018843 not yet recruitingnot on this mapstarted 2025, after this paper: background citation

Metabolic Characterisation of Critically Ill Patients: An Observational Study Focusing on Mitochondria

TypeobservationalSponsorUniversity Hospital Southampton NHS Foundation TrustRan2025 to 2026Enrolled20ConditionsCritical Illness
3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Muscle fibre denervation in ageing.Clinical science (London, England : 1979) · 2026
    Review
  5. Article
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  8. Review
  9. Chronic alcohol intake elicits distinct multi-omic profiles in the liverbioRxiv : the preprint server for biology · 2025
    Article
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  19. Article
  20. Mitochondrial sulfide promotes life span and health span through distinct mechanisms in developing versus adult treatedProceedings of the National Academy of Sciences of the United States of America · 2023
    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

8 authors.

Colleen S DeaneDepartment of Sport and Health Sciences, College of Life and Environmental Sciences, University of Exeter, St. Luke's Campus, Exeter, UK.ORCID 0000-0002-2281-6479
Craig R G WillisDepartment of Sport and Health Sciences, College of Life and Environmental Sciences, University of Exeter, St. Luke's Campus, Exeter, UK.
Bethan E PhillipsMRC-ARUK Centre for Musculoskeletal Ageing Research and National Institute of Health Research, Biomedical Research Centre, Division of Medical Sciences and Graduate Entry Medicine, Royal Derby Hospital Centre, School of Medicine, University of Nottingham, Derby, UK.
Philip J AthertonMRC-ARUK Centre for Musculoskeletal Ageing Research and National Institute of Health Research, Biomedical Research Centre, Division of Medical Sciences and Graduate Entry Medicine, Royal Derby Hospital Centre, School of Medicine, University of Nottingham, Derby, UK.
Lorna W HarriesRNA-Mediated Mechanisms of Disease Group, Institute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, UK.
Ryan M AmesLiving Systems Institute, University of Exeter, Exeter, UK.
Nathaniel J SzewczykMRC-ARUK Centre for Musculoskeletal Ageing Research and National Institute of Health Research, Biomedical Research Centre, Division of Medical Sciences and Graduate Entry Medicine, Royal Derby Hospital Centre, School of Medicine, University of Nottingham, Derby, UK.
Timothy EtheridgeDepartment of Sport and Health Sciences, College of Life and Environmental Sciences, University of Exeter, St. Luke's Campus, Exeter, UK.

Funding

Biotechnology and Biological Sciences Research Council BB/J014400/1Biotechnology and Biological Sciences Research Council BB/M009122/1Biotechnology and Biological Sciences Research Council BB/N015894/1Biotechnology and Biological Sciences Research Council BB/S002863/1Department of HealthMedical Research Council MR/P021220/1Medical Research Council MR/R502364/1Medical Research Council MR/T026014/1Versus Arthritis
6 · The paper itself

Abstract

backgroundSkeletal muscle atrophy manifests across numerous diseases; however, the extent of similarities/differences in causal mechanisms between atrophying conditions in unclear. Ageing and disuse represent two of the most prevalent and costly atrophic conditions, with resistance exercise training (RET) being the most effective lifestyle countermeasure. We employed gene-level and network-level meta-analyses to contrast transcriptomic signatures of disuse and RET, plus young and older RET to establish a consensus on the molecular features of, and therapeutic targets against, muscle atrophy in conditions of high socio-economic relevance.

methodsIntegrated gene-level and network-level meta-analysis was performed on publicly available microarray data sets generated from young (18-35 years) m. vastus lateralis muscle subjected to disuse (unilateral limb immobilization or bed rest) lasting ≥7 days or RET lasting ≥3 weeks, and resistance-trained older (≥60 years) muscle.

resultsDisuse and RET displayed predominantly separate transcriptional responses, and transcripts altered across conditions were mostly unidirectional. However, disuse and RET induced directly inverted expression profiles for mitochondrial function and translation regulation genes, with COX4I1, ENDOG, GOT2, MRPL12, and NDUFV2, the central hub components of altered mitochondrial networks, and ZMYND11, a hub gene of altered translation regulation. A substantial number of genes (n = 140) up-regulated post-RET in younger muscle were not similarly up-regulated in older muscle, with young muscle displaying a more pronounced extracellular matrix (ECM) and immune/inflammatory gene expression response. Both young and older muscle exhibited similar RET-induced ubiquitination/RNA processing gene signatures with associated PWP1, PSMB1, and RAF1 hub genes.

conclusionsDespite limited opposing gene profiles, transcriptional signatures of disuse are not simply the converse of RET. Thus, the mechanisms of unloading cannot be derived from studying muscle loading alone and provides a molecular basis for understanding why RET fails to target all transcriptional features of disuse. Loss of RET-induced ECM mechanotransduction and inflammatory profiles might also contribute to suboptimal ageing muscle adaptations to RET. Disuse and age-dependent molecular candidates further establish a framework for understanding and treating disuse/ageing atrophy.

Indexed as

Resistance TrainingAgedHumansHypertrophyMechanotransduction, CellularMuscle, SkeletalMuscular AtrophyTranscriptomeAgeingGene-level analysisNetwork analysisResistance exercise trainingSkeletal muscle disuseTranscriptomic meta-analysis

Identifiers

PMID33951310
PMCPMC8200445

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Registered trials

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.