Evidence map›Paper›PMID 42220584›Full record

ArticleBiology of sport2026

Gene expression profiling of whole blood samples following marathon running in non-elite athletes.

Pol Ezquerra-Condeminas, Laura Martin-Fernandez, Antonio Cardenas, Oriol Sibila, Nina Borràs, Francisco Vidal, Alexandre Perera-Lluna, José Manuel Soria

Abstract read
In one paragraph

Article in Biology of sport, 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

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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

8 authors.

Pol Ezquerra-CondeminasUnit of Genomics of Complex Disease, Research Institute of Sant Pau Hospital (IIB Sant Pau), Spain.
Laura Martin-FernandezCongenital Coagulopathies Laboratory, Blood and Tissue Bank, Barcelona, Spain.
Antonio CardenasUnit of Genomics of Complex Disease, Research Institute of Sant Pau Hospital (IIB Sant Pau), Spain.
Oriol SibilaRespiratory Department, Hospital Clínic, IDIBAPS, CIBERES, University of Barcelona, Barcelona, Spain.
Nina BorràsCongenital Coagulopathies Laboratory, Blood and Tissue Bank, Barcelona, Spain.
Francisco VidalCongenital Coagulopathies Laboratory, Blood and Tissue Bank, Barcelona, Spain.
Alexandre Perera-LlunaB2SLab, Institute for Research and Innovation in Health (IRIS), Universitat Politècnica de Catalunya-BarcelonaTech, Barcelona, Spain.
José Manuel SoriaUnit of Genomics of Complex Disease, Research Institute of Sant Pau Hospital (IIB Sant Pau), Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Endurance exercise exerts profound physiological effects on non-elite athletes, but the underlying molecular mechanisms remain incompletely understood. This study investigated transcriptomic changes induced by running a marathon and their progression during recovery. Blood samples were collected from 60 non-elite athletes (42 men, 18 women) at three time points: baseline (START), immediately after the marathon (FINISH), and 24 hours post-race (24REST). Differential gene expression analyses, along with Gene Ontology (GO) and KEGG pathway enrichment, were performed for three comparisons: C1 (START vs FINISH), C2 (FINISH vs 24REST), and C3 (START vs 24REST). The analysis identified 9,874 differentially expressed genes (DEGs) in C1, indicating widespread gene expression changes following the marathon. GO and KEGG analyses highlighted significant enrichments in biological processes such as immune function, oxidative stress response, and lipid metabolism. At 24REST, gene expression had not fully returned to baseline, with 279 DEGs observed in C3. These genes were predominantly associated with mitochondrial function and energy production pathways, suggesting differences in mitochondrial and energy associated gene expression compared with baseline. Clustering analyses identified two clusters of recovered genes and three clusters of differentially expressed genes at 24REST, reflecting distinct temporal expression trajectories. These findings underscore the substantial impact of endurance exercise on gene expression in non-elite athletes, providing a foundation for understanding transcriptomic regulation in non-elite athletes and may inform strategies to optimize recovery. Future research is necessary to explore the long-term physiological and health implications of these transcriptional changes.

Indexed as

Endurance exerciseExercise-induced gene regulationGene expression profilingMarathon runningRNA-seqTranscriptomics

Identifiers

PMID42220584
PMCPMC13217405

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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.