Evidence mapPaperPMID 40894879Full record

ArticleiScience2025

Combined endurance and resistance exercise training alters the spatial transcriptome of skeletal muscle in young adults.

Michael J Stec, Zachary A Graham, Qi Su, Christina Adler, Min Ni, Valerie Le Rouzic, David R Golann, Patrick J Ferrara, Gabor Halasz, Mark W Sleeman and 3 more

Abstract read
In one paragraph

Article in iScience, 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. Review
  2. 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

13 authors.

Michael J StecRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Zachary A GrahamHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502, USA.
Qi SuRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Christina AdlerRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Min NiRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Valerie Le RouzicRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
David R GolannRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Patrick J FerraraRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Gabor HalaszRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Mark W SleemanRegeneron Pharmaceuticals, Tarrytown, NY 10591, USA.
Kaleen M LavinHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502, USA.
Timothy J BroderickHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502, USA.
Marcas M BammanHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic exercise training substantially improves skeletal muscle function and performance. The repeated demands and stressors of each exercise bout drive coordinated molecular adaptations within multiple cell types, leading to enhanced neuromuscular recruitment and contractile function, stem cell activation, myofiber hypertrophy, mitochondrial biogenesis, and angiogenesis, among others. To comprehensively profile molecular changes induced by combined resistance and endurance exercise training, we employed spatial transcriptomics coupled with immunofluorescence and computational approaches to resolve effects on myofiber and mononuclear cell populations in human muscle. By computationally identifying fast and slow myofibers, we identified fiber type-specific, exercise-induced gene expression changes that correlated with muscle functional improvements. Additionally, integration of human muscle single cell RNAseq data identified an exercise-induced shift in interstitial cell populations coincident with angiogenesis. Overall, these data provide a unique spatial molecular profiling resource for exploring muscle adaptations to exercise, and provide a pipeline and rationale for future studies in human muscle.

Indexed as

ExposureHumanIntegrative aspects of cell biologyTranscriptomics

Identifiers

PMID40894879
PMCPMC12398908

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.