Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study

Purpose: The current study compared metabolic profiles and movement patterns between different player positions and explored relationships between indicators of internal and external loads during elite male basketball games.Methods: Five main players from 14 basketball teams (n = 70) were selected a...

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Main Authors: Kayvan Khoramipour, Abbas Ali Gaeini, Elham Shirzad, Kambiz Gilany, Karim Chamari, Øyvind Sandbakk
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2021.639786/full
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spelling doaj-64c657993d91480fbad90c4363edcf562021-05-13T08:23:26ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2021-05-01810.3389/fmolb.2021.639786639786Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot StudyKayvan Khoramipour0Abbas Ali Gaeini1Elham Shirzad2Kambiz Gilany3Karim Chamari4Øyvind Sandbakk5Department of Physiology and Pharmacology, Afzalipour Medical Faculty, and Physiology Research Center, Kerman University of Medical Sciences, Kerman, IranDepartment of exercise physiology, University of Tehran, Tehran, IranDepartment of health and sports medicine, University of Tehran, Tehran, IranReproductive Biotechnology Research Center, Academic Center for Education, Culture and Research, Avicenna Research Institute, Tehran, IranASPETAR, Qatar Orthopaedic and Sports Medicine Hospital, Doha, QatarCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, University of Science and Technology, Trondheim, NorwayPurpose: The current study compared metabolic profiles and movement patterns between different player positions and explored relationships between indicators of internal and external loads during elite male basketball games.Methods: Five main players from 14 basketball teams (n = 70) were selected as subjects and defined as backcourt (positions 1–3) or frontcourt (positions 4–5) players. Video-based time motion analysis (VBTMA) was performed based on players’ individual maximal speeds. Movements were classified into high and low intensity running with and without ball, high and low intensity shuffling, static effort and jumps. Saliva samples were collected before and after 40-min basketball games with metabolomics data being analyzed by multivariate statistics. Independent t-tests were used to compare VBTMA.Results: Frequency, duration, and distance of high and low intensity running and -shuffling were higher in backcourt players, whereas static effort duration and frequency as well as jump frequency were higher in frontcourt players (all p ≤ 0.05). The levels of taurine, succinic acid, citric acid, pyruvate, glycerol, acetoacetic acid, acetone, and hypoxanthine were higher in backcourt players, while lactate, alanine, 3-methylhistidine were higher and methionine was lower in frontcourt players (all p < 0.05). High intensity running with ball was significantly associated by acetylecholine, hopoxanthine, histidine, lactic acid and leucine in backcourt players (p < 0.05).Conclusion: We demonstrate different metabolic profiles of backcourt and frontcourt players during elite male basketball games; while aerobic metabolic changes are more present in backcourt players, frontcourt players showed lager changes in anaerobic metabolic pathways due to more static movements.https://www.frontiersin.org/articles/10.3389/fmolb.2021.639786/fullinternal loadexternal loadteam sportmetabolomemetabolites
collection DOAJ
language English
format Article
sources DOAJ
author Kayvan Khoramipour
Abbas Ali Gaeini
Elham Shirzad
Kambiz Gilany
Karim Chamari
Øyvind Sandbakk
spellingShingle Kayvan Khoramipour
Abbas Ali Gaeini
Elham Shirzad
Kambiz Gilany
Karim Chamari
Øyvind Sandbakk
Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
Frontiers in Molecular Biosciences
internal load
external load
team sport
metabolome
metabolites
author_facet Kayvan Khoramipour
Abbas Ali Gaeini
Elham Shirzad
Kambiz Gilany
Karim Chamari
Øyvind Sandbakk
author_sort Kayvan Khoramipour
title Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
title_short Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
title_full Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
title_fullStr Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
title_full_unstemmed Using Metabolomics to Differentiate Player Positions in Elite Male Basketball Games: A Pilot Study
title_sort using metabolomics to differentiate player positions in elite male basketball games: a pilot study
publisher Frontiers Media S.A.
series Frontiers in Molecular Biosciences
issn 2296-889X
publishDate 2021-05-01
description Purpose: The current study compared metabolic profiles and movement patterns between different player positions and explored relationships between indicators of internal and external loads during elite male basketball games.Methods: Five main players from 14 basketball teams (n = 70) were selected as subjects and defined as backcourt (positions 1–3) or frontcourt (positions 4–5) players. Video-based time motion analysis (VBTMA) was performed based on players’ individual maximal speeds. Movements were classified into high and low intensity running with and without ball, high and low intensity shuffling, static effort and jumps. Saliva samples were collected before and after 40-min basketball games with metabolomics data being analyzed by multivariate statistics. Independent t-tests were used to compare VBTMA.Results: Frequency, duration, and distance of high and low intensity running and -shuffling were higher in backcourt players, whereas static effort duration and frequency as well as jump frequency were higher in frontcourt players (all p ≤ 0.05). The levels of taurine, succinic acid, citric acid, pyruvate, glycerol, acetoacetic acid, acetone, and hypoxanthine were higher in backcourt players, while lactate, alanine, 3-methylhistidine were higher and methionine was lower in frontcourt players (all p < 0.05). High intensity running with ball was significantly associated by acetylecholine, hopoxanthine, histidine, lactic acid and leucine in backcourt players (p < 0.05).Conclusion: We demonstrate different metabolic profiles of backcourt and frontcourt players during elite male basketball games; while aerobic metabolic changes are more present in backcourt players, frontcourt players showed lager changes in anaerobic metabolic pathways due to more static movements.
topic internal load
external load
team sport
metabolome
metabolites
url https://www.frontiersin.org/articles/10.3389/fmolb.2021.639786/full
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