Evidence map›Paper›PMID 38099335›Full record

ArticleThe Journal of physiology2025

Network-based systematic dissection of exercise-induced inhibition of myosteatosis in older individuals.

Hirotaka Iijima, Fabrisia Ambrosio, Yusuke Matsui

Open access · hybridAbstract read
In one paragraph

Article in The Journal of physiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.9field-weighted citation impact, top 25% of its field
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

7 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Sexual Dimorphism in Clinical Manifestations of Knee Osteoarthritis.Medicine and science in sports and exercise · 2026
    Article
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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

3 authors at 2 institutions in 2 countries.

Hirotaka IijimaDiscovery Center for Musculoskeletal Recovery, Schoen Adams Research Institute at Spaulding, Charlestown, MA, USA.
Fabrisia AmbrosioDiscovery Center for Musculoskeletal Recovery, Schoen Adams Research Institute at Spaulding, Charlestown, MA, USA.
Yusuke MatsuiBiomedical and Health Informatics Unit, Graduate School of Medicine, Nagoya University, Nagoya, Japan.
Harvard University · USTokai Gakuen University · JP

Funding

Japan Society for the Promotion of Science 23H03308Tokai Pathways to Global Excellence Project (T-GEx)
6 · The paper itself

Abstract

Accumulated fat in skeletal muscle (i.e. myosteatosis), common in sedentary older individuals, compromises skeletal muscle health and function. A mechanistic understanding of how physical activity levels dictate fat accumulation represents a critical step towards establishment of therapies that promote healthy ageing. Using a network medicine paradigm that characterized the transcriptomic response of aged muscle to exercise versus immobilization protocols, this study explored the shared molecular cascade that regulates the fate of fibro-adipogenic progenitors (FAPs), the cell population primarily responsible for fat accumulation. Specifically, gene set enrichment analyses with network propagation revealed Pgc-1α as a functional hub of a large gene regulatory network underlying the regulation of FAPs by physical activity in aged muscle, but not in young counterparts. Integrated in silico and in situ approaches to induce Pgc-1α overexpression in aged muscle promoted mitochondrial fatty acid oxidation and inhibited FAP adipogenesis. These findings suggest that the Pgc-1α-mitochondrial fatty acid oxidation axis is a shared mechanism by which physical activity regulates age-related myosteatosis. The network medicine paradigm introduced provides mechanistic insight into exercise adaptation in elderly skeletal muscle and offers translational opportunities to advance exercise prescription for older populations. KEY POINTS: Fat accumulation is a quintessential feature of aged skeletal muscle. While increasing physical activity levels has been proposed as an effective strategy to reduce the fat in skeletal muscle (i.e. myosteatosis), the molecular cascade underlying these benefits has been poorly defined. This study implemented a series of network medicine approaches and uncovered Pgc-1α as a mechanistic driver of the regulation of fibro-adipogenic progenitors (FAPs) by physical activity. Integrated in silico and in situ approaches to induce Pgc-1α overexpression promoted mitochondrial fatty acid oxidation and inhibited FAP adipogenesis. Together, the findings of the current study suggest a novel hypothesis that physical activity reduces myosteatosis via upregulation of Pgc-1α-mediated mitochondrial fatty acid oxidation and subsequent inhibition of FAP adipogenesis.

Indexed as

AdipogenesisExerciseMuscle, SkeletalPeroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alphaAgedAgingAnimalsGene Regulatory NetworksHumansMaleMiceMice, Inbred C57BLPeroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alphaageingexercisefatty acidgene regulatory networksimmobilizationmitochondriaskeletal musclesystems biology

Identifiers

PMID38099335
PMCPMC11702919
OpenAlexW4389800189

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.