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


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2024
Historique:
received: 27 10 2023
accepted: 12 02 2024
medline: 11 3 2024
pubmed: 11 3 2024
entrez: 11 3 2024
Statut: epublish

Résumé

This 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. The 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. In 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. This 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.

Identifiants

pubmed: 38466679
doi: 10.1371/journal.pone.0299556
pii: PONE-D-23-32529
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0299556

Informations de copyright

Copyright: © 2024 Ezquerra Condeminas et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Déclaration de conflit d'intérêts

Pol Ezquerra Condeminas, Milos Mallol, Roger Font, Victor Tremps, Jose Antonio Gutiérrez and Gil Rodas declare no conflicts of interest. Alexandre Perera-LLuna is chief technology officer and owns stock in Beyond You. Jose Manuel Soria is chief science officer and owns stock in Beyond You.

Auteurs

Pol Ezquerra Condeminas (P)

Department of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.
b2slab, Universitat Politècnica de Barcelona (UPC), Barcelona, Spain.

Milos Mallol (M)

Performance Department of Football Club Barcelona, Barcelona, Spain.
Barça Innovation Hub of Football Club Barcelona, Barcelona, Spain.

Roger Font (R)

Barça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Department of Health Sciences, Research group in Technology Applied to High Performance and Health (TAARS), Tecnocampus, Pompeu Fabra University, Mataró, Spain.
National Institut of Physical Education of Catalonia (INEFC), GRCE Research Group, Barcelona, Spain.

Victor Tremps (V)

Performance Department of Football Club Barcelona, Barcelona, Spain.
Barça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Department of Sports Sciences, Ramon Llull University, FPCEE Blanquerna, Barcelona, Spain.

Jose Antonio Gutiérrez (JA)

Barça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Medical Department of Football Club Barcelona (FIFA Medical Centre of Excellence), Barcelona, Spain.

Gil Rodas (G)

Barça Innovation Hub of Football Club Barcelona, Barcelona, Spain.
Medical Department of Football Club Barcelona (FIFA Medical Centre of Excellence), Barcelona, Spain.

Alexandre Perera Lluna (A)

Department of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.
b2slab, Universitat Politècnica de Barcelona (UPC), Barcelona, Spain.
Networking Biomedical Research Centre in the subject area of Bioengineering, Biomaterials and Nanomedicine, Madrid, Spain.
Institut de Recerca Sant Joan de Deu, Barcelona, Spain.

José Manuel Soria (JM)

Department of Innovation and Development Area, Beyond You (Exheus S.L.), Barcelona, Spain.
Unit of Genomics of Complex Disease, Research Institute of Sant Pau Hospital (IIB Sant Pau), Barcelona, Spain.
Instituto de Salud Carlos III, Centre for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain.

Classifications MeSH