Evidence map›Paper›PMID 42795270›Full record

ArticleLife (Basel, Switzerland)2026

Transcriptomic Profiling Reveals Early Molecular Adaptations to Resistance Exercise During Disuse Muscle Atrophy with Complementary Automated H&E-Based Muscle Morphometry.

Hub E Fatima, Chien-Lin Lin, Yu-Jung Cheng

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Hub E FatimaPhD Program in Healthcare Science, College of Healthcare Science, China Medical University, Taichung 406040, Taiwan.
Chien-Lin LinDepartment of Physical Medicine and Rehabilitation, Asia University Hospital, Asia University, Taichung 413505, Taiwan.
Yu-Jung ChengDepartment of Physical Medicine and Rehabilitation, China Medical University Hospital, Taichung 404328, Taiwan.

Funding

China Medical University CMU113-MF-98
6 · The paper itself

Abstract

Although resistance exercise effectively attenuates disuse muscle atrophy, studies examining both quantitative muscle morphometry and transcriptomic responses during early adaptation remain limited. To comprehensively evaluate these adaptations, we performed automated Hematoxylin and Eosin stain (H&E)-based quantitative morphometry alongside transcriptomic profiling in a mouse model of hindlimb immobilization with or without resistance exercise. Resistance exercise partially restored muscle fiber atrophy and restored muscle morphology. Transcriptomic profiling identified 76 differentially expressed genes and revealed coordinated alterations involving metabolic regulation, immune/inflammatory responses, and extracellular matrix remodeling, rather than a single dominant signaling pathway. Functional enrichment analysis further highlighted cytokine-mediated signaling, extracellular matrix organization, and metabolic pathways associated with the early response to resistance exercise. Together, these findings demonstrate that automated H&E-based morphometry, alongside transcriptomic profiling, provides complementary structural and molecular insights into the early adaptive response to resistance exercise and offers a practical framework for future studies of skeletal muscle remodeling.

Indexed as

disuse muscle atrophymuscle fiber morphologyquantitative morphometryresistance exercisetranscriptomics

Identifiers

PMID42795270
PMCPMC13608562

What OpenQuestion holds

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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.