Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes
Human brains are extremely energy costly in neural connections and activities. However, it is unknown what is the difference in the brain connectivity between top athletes with long-term professional trainings and age-matched controls. Here we ask whether long-term training can lower brain-wiring co...
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doaj-706779cc80814d2d8efa614b740daebe2021-07-16T05:05:09ZengFrontiers Media S.A.Frontiers in Psychology1664-10782021-07-011210.3389/fpsyg.2021.661632661632Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming AthletesXinzhen Pei0Xiaoying Qi1Yuzhou Jiang2Xunzhang Shen3An-Li Wang4Yang Cao5Chenglin Zhou6Yuguo Yu7Human Phenome Institute, State Key Laboratory of Medical Neurobiology and Ministry of Education (MOE) Frontiers Center for Brain Science, School of Life Science and Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, ChinaHuman Phenome Institute, State Key Laboratory of Medical Neurobiology and Ministry of Education (MOE) Frontiers Center for Brain Science, School of Life Science and Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, ChinaHuman Phenome Institute, State Key Laboratory of Medical Neurobiology and Ministry of Education (MOE) Frontiers Center for Brain Science, School of Life Science and Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, ChinaShanghai Research Institute of Sports Science, Shanghai, ChinaDepartment of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, United StatesHuman Phenome Institute, State Key Laboratory of Medical Neurobiology and Ministry of Education (MOE) Frontiers Center for Brain Science, School of Life Science and Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, ChinaSchool of Psychology, Shanghai University of Sport, Shanghai, ChinaHuman Phenome Institute, State Key Laboratory of Medical Neurobiology and Ministry of Education (MOE) Frontiers Center for Brain Science, School of Life Science and Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, ChinaHuman brains are extremely energy costly in neural connections and activities. However, it is unknown what is the difference in the brain connectivity between top athletes with long-term professional trainings and age-matched controls. Here we ask whether long-term training can lower brain-wiring cost while have better performance. Since elite swimming requires athletes to move their arms and legs at different tempos in time with high coordination skills, we selected an eye-hand-foot complex reaction (CR) task to examine the relations between the task performance and the brain connections and activities, as well as to explore the energy cost-efficiency of top athletes. Twenty-one master-level professional swimmers and 23 age-matched non-professional swimmers as controls were recruited to perform the CR task with concurrent 8-channel EEG recordings. Reaction time and accuracy of the CR task were recorded. Topological network analysis of various frequency bands was performed using the phase lag index (PLI) technique to avoid volume conduction effects. The wiring number of connections and mean frequency were calculated to reflect the wiring and activity cost, respectively. Results showed that professional athletes demonstrated better eye-hand-foot coordination than controls when performing the CR task, indexing by faster reaction time and higher accuracy. Comparing to controls, athletes' brain demonstrated significantly less connections and weaker correlations in upper beta frequency band between the frontal and parietal regions, while demonstrated stronger connectivity in the low theta frequency band between sites of F3 and Cz/C4. Additionally, athletes showed highly stable and low eye-blinking rates across different reaction performance, while controls had high blinking frequency with high variance. Elite athletes' brain may be characterized with energy efficient sparsely wiring connections in support of superior motor performance and better cognitive performance in the eye-hand-foot complex reaction task.https://www.frontiersin.org/articles/10.3389/fpsyg.2021.661632/fullactivity costenergy efficiencyelite swimmersphase lag indexwiring cost |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xinzhen Pei Xiaoying Qi Yuzhou Jiang Xunzhang Shen An-Li Wang Yang Cao Chenglin Zhou Yuguo Yu |
spellingShingle |
Xinzhen Pei Xiaoying Qi Yuzhou Jiang Xunzhang Shen An-Li Wang Yang Cao Chenglin Zhou Yuguo Yu Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes Frontiers in Psychology activity cost energy efficiency elite swimmers phase lag index wiring cost |
author_facet |
Xinzhen Pei Xiaoying Qi Yuzhou Jiang Xunzhang Shen An-Li Wang Yang Cao Chenglin Zhou Yuguo Yu |
author_sort |
Xinzhen Pei |
title |
Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes |
title_short |
Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes |
title_full |
Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes |
title_fullStr |
Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes |
title_full_unstemmed |
Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes |
title_sort |
sparsely wiring connectivity in the upper beta band characterizes the brains of top swimming athletes |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Psychology |
issn |
1664-1078 |
publishDate |
2021-07-01 |
description |
Human brains are extremely energy costly in neural connections and activities. However, it is unknown what is the difference in the brain connectivity between top athletes with long-term professional trainings and age-matched controls. Here we ask whether long-term training can lower brain-wiring cost while have better performance. Since elite swimming requires athletes to move their arms and legs at different tempos in time with high coordination skills, we selected an eye-hand-foot complex reaction (CR) task to examine the relations between the task performance and the brain connections and activities, as well as to explore the energy cost-efficiency of top athletes. Twenty-one master-level professional swimmers and 23 age-matched non-professional swimmers as controls were recruited to perform the CR task with concurrent 8-channel EEG recordings. Reaction time and accuracy of the CR task were recorded. Topological network analysis of various frequency bands was performed using the phase lag index (PLI) technique to avoid volume conduction effects. The wiring number of connections and mean frequency were calculated to reflect the wiring and activity cost, respectively. Results showed that professional athletes demonstrated better eye-hand-foot coordination than controls when performing the CR task, indexing by faster reaction time and higher accuracy. Comparing to controls, athletes' brain demonstrated significantly less connections and weaker correlations in upper beta frequency band between the frontal and parietal regions, while demonstrated stronger connectivity in the low theta frequency band between sites of F3 and Cz/C4. Additionally, athletes showed highly stable and low eye-blinking rates across different reaction performance, while controls had high blinking frequency with high variance. Elite athletes' brain may be characterized with energy efficient sparsely wiring connections in support of superior motor performance and better cognitive performance in the eye-hand-foot complex reaction task. |
topic |
activity cost energy efficiency elite swimmers phase lag index wiring cost |
url |
https://www.frontiersin.org/articles/10.3389/fpsyg.2021.661632/full |
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