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Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study

“Faster, higher, stronger” is the motto of any professional athlete. Does that apply to brain dynamics as well? In our paper, we performed a series of EEG experiments on Visually Evoked Potentials and a series of cognitive tests—reaction time and visual search, with professional eSport players in Co...

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Autores principales: Gostilovich, Sergei, Kotliar Shapirov, Airat, Znobishchev, Andrei, Phan, Anh-Huy, Cichocki, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393144/
https://www.ncbi.nlm.nih.gov/pubmed/37527271
http://dx.doi.org/10.1371/journal.pone.0289293
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author Gostilovich, Sergei
Kotliar Shapirov, Airat
Znobishchev, Andrei
Phan, Anh-Huy
Cichocki, Andrzej
author_facet Gostilovich, Sergei
Kotliar Shapirov, Airat
Znobishchev, Andrei
Phan, Anh-Huy
Cichocki, Andrzej
author_sort Gostilovich, Sergei
collection PubMed
description “Faster, higher, stronger” is the motto of any professional athlete. Does that apply to brain dynamics as well? In our paper, we performed a series of EEG experiments on Visually Evoked Potentials and a series of cognitive tests—reaction time and visual search, with professional eSport players in Counter-Strike: Global Offensive (CS:GO) and novices (control group) in order to find important differences between them. EEG data were studied in a temporal domain by Event-Related Potentials (ERPs) and in a frequency domain by Variational Mode Decomposition. The EEG analysis showed that the brain reaction of eSport players is faster (P300 latency is earlier on average by 20-70 ms, p < 0.005) and stronger (P300 peak amplitude is higher on average by 7-9 mkV, p < 0.01). Professional eSport players also exhibit stronger stimulus-locked alpha-band power. Besides, the Spearman correlation analysis showed a significant correlation between hours spend in CS:GO and mean amplitude of P200 and N200 for the professional players. The comparison of cognitive test results showed the superiority of the professional players to the novices in reaction time (faster) and choice reaction time—faster reaction, but similar correctness, while a significant difference in visual search skills was not detected. Thus, significant differences in EEG signals (in spectrograms and ERPs) and cognitive test results (reaction time) were detected between the professional players and the control group. Cognitive tests could be used to separate skilled players from novices, while EEG testing can help to understand the skilled player’s level. The results can contribute to understanding the impact of eSport on a player’s cognitive state and associating eSport with a real sport. Moreover, the presented results can be useful for evaluating eSport team members and making training plans.
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spelling pubmed-103931442023-08-02 Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study Gostilovich, Sergei Kotliar Shapirov, Airat Znobishchev, Andrei Phan, Anh-Huy Cichocki, Andrzej PLoS One Research Article “Faster, higher, stronger” is the motto of any professional athlete. Does that apply to brain dynamics as well? In our paper, we performed a series of EEG experiments on Visually Evoked Potentials and a series of cognitive tests—reaction time and visual search, with professional eSport players in Counter-Strike: Global Offensive (CS:GO) and novices (control group) in order to find important differences between them. EEG data were studied in a temporal domain by Event-Related Potentials (ERPs) and in a frequency domain by Variational Mode Decomposition. The EEG analysis showed that the brain reaction of eSport players is faster (P300 latency is earlier on average by 20-70 ms, p < 0.005) and stronger (P300 peak amplitude is higher on average by 7-9 mkV, p < 0.01). Professional eSport players also exhibit stronger stimulus-locked alpha-band power. Besides, the Spearman correlation analysis showed a significant correlation between hours spend in CS:GO and mean amplitude of P200 and N200 for the professional players. The comparison of cognitive test results showed the superiority of the professional players to the novices in reaction time (faster) and choice reaction time—faster reaction, but similar correctness, while a significant difference in visual search skills was not detected. Thus, significant differences in EEG signals (in spectrograms and ERPs) and cognitive test results (reaction time) were detected between the professional players and the control group. Cognitive tests could be used to separate skilled players from novices, while EEG testing can help to understand the skilled player’s level. The results can contribute to understanding the impact of eSport on a player’s cognitive state and associating eSport with a real sport. Moreover, the presented results can be useful for evaluating eSport team members and making training plans. Public Library of Science 2023-08-01 /pmc/articles/PMC10393144/ /pubmed/37527271 http://dx.doi.org/10.1371/journal.pone.0289293 Text en © 2023 Gostilovich et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Gostilovich, Sergei
Kotliar Shapirov, Airat
Znobishchev, Andrei
Phan, Anh-Huy
Cichocki, Andrzej
Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title_full Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title_fullStr Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title_full_unstemmed Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title_short Biomarkers of professional cybersportsmen: Event related potentials and cognitive tests study
title_sort biomarkers of professional cybersportsmen: event related potentials and cognitive tests study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393144/
https://www.ncbi.nlm.nih.gov/pubmed/37527271
http://dx.doi.org/10.1371/journal.pone.0289293
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