Evidence map›Paper›PMID 38466679›Full record

ArticlePloS one2024

Unraveling athletic performance: Transcriptomics and external load monitoring in handball competition.

Pol Ezquerra Condeminas, Milos Mallol, Roger Font, Victor Tremps, Jose Antonio Gutiérrez, Gil Rodas, Alexandre Perera Lluna, José Manuel Soria

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
0.5field-weighted citation impact, top 33% 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

0 citing papers in PubMed, 2 citations in OpenAlex.

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 at 5 institutions in 1 country.

Pol Ezquerra CondeminasDepartment of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.ORCID 0000-0002-5534-5124
Milos MallolPerformance Department of Football Club Barcelona, Barcelona, Spain.
Roger FontBarça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Victor TrempsPerformance Department of Football Club Barcelona, Barcelona, Spain.
Jose Antonio GutiérrezBarça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Gil RodasBarça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Alexandre Perera LlunaDepartment of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.
José Manuel SoriaDepartment of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.
FC Barcelona · ESBiomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine · ESInstituto de Salud Carlos III · ESUniversitat Politècnica de Catalunya · ESUniversitat Pompeu Fabra · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aims to comprehend the impact of handball practice on sub-elite athletes by investigating transcriptomic changes that occur during a match. The primary focus encompasses a dual objective: firstly, to identify and characterize these transcriptomic alterations, and secondly, to establish correlations between internal factors (gene expression), and external loads measured through Electronic Performance and Tracking Systems (EPTS variables). Ultimately, this comprehensive analysis seeks to evaluate both acute and chronic responses to exercise within the context of handball training.

methodsThe study included sixteen elite male athletes from the FC Barcelona handball second team. Blood samples were extracted at three different time points: before the match at baseline levels (T1), immediately upon completion (T2), and 24 hours after completion (T3). Differential gene expression, Gene Ontology Term and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were conducted in two comparisons: Comparison 1 (T1 vs T2) and Comparison 2 (T1 vs T3). Further, the correlation between gene expression levels and training variables (external load) was conducted.

resultsIn T1 vs T2, 3717 of the 14632 genes detected were differentially expressed (adjusted p-value < 0.05), and enrichment of terms related to the immune system, mitochondria, and metabolic processes was found. Further, significant linear correlations were obtained between High-Speed running (HSR) and high-intensity variables such as acceleration ACC and deceleration DEC values with amino acids, and inflammatory and oxidative environment-related pathways, both in chronic and acute response.

conclusionsThis research highlights the effects of external workload on elite athletes during a handball match and throughout the season. The study identifies deregulation in the immune system, mitochondrial functions, and various metabolic pathways during the match. Additionally, it establishes correlations between the external load and pathways associated with amino acids, inflammation, oxidative environment, and regulation. These findings offer insights into the immediate and chronic responses of athletes to physical effort.

Indexed as

Athletic PerformanceRunningAmino AcidsAthletesGene Expression ProfilingHumansMaleAmino Acids

Identifiers

PMID38466679
PMCPMC10927131
OpenAlexW4392661529

What OpenQuestion holds

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LicenceCC BY
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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.