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      Altered Brain Functional Connectivity Density in Fast-Ball Sports Athletes With Early Stage of Motor Training

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          Abstract

          The human brain shows neuroplastic adaptations caused by motor skill training. Of note, there is little known about the plastic architecture of the whole-brain network in resting state. The purpose of the present study was to detect how motor training affected the density distribution of whole-brain resting-state functional connectivity (FC). Resting-state functional magnetic resonance imaging data was assessed based on a comparison of fast-ball student athletes (SA) and non-athlete healthy controls (NC). The voxel-wise data-driven graph theory approach, global functional connectivity density (gFCD) mapping, was applied. Results showed that the SA group exhibited significantly decreased gFCD in brain regions centered at the left triangular part of the inferior frontal gyrus (IFG), extending to the opercular part of the left IFG and middle frontal gyrus compared to the NC group. In addition, findings suggested the idea of an increased neural efficiency of athletes’ brain regions associated with attentional–motor modulation and executive control. Furthermore, behavioral results showed that in the SA group, faster executive control reaction time relates to smaller gFCD values in the left IFG. These findings suggested that the motor training would decrease the numbers of FC in IFG to accelerate the executive control with high attentional demands and enable SA to rapidly focus the attention to detect the intriguing target.

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          Most cited references43

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          The assessment and analysis of handedness: The Edinburgh inventory

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            Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion.

            Here, we demonstrate that subject motion produces substantial changes in the timecourses of resting state functional connectivity MRI (rs-fcMRI) data despite compensatory spatial registration and regression of motion estimates from the data. These changes cause systematic but spurious correlation structures throughout the brain. Specifically, many long-distance correlations are decreased by subject motion, whereas many short-distance correlations are increased. These changes in rs-fcMRI correlations do not arise from, nor are they adequately countered by, some common functional connectivity processing steps. Two indices of data quality are proposed, and a simple method to reduce motion-related effects in rs-fcMRI analyses is demonstrated that should be flexibly implementable across a variety of software platforms. We demonstrate how application of this technique impacts our own data, modifying previous conclusions about brain development. These results suggest the need for greater care in dealing with subject motion, and the need to critically revisit previous rs-fcMRI work that may not have adequately controlled for effects of transient subject movements. Copyright © 2011 Elsevier Inc. All rights reserved.
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              The attention system of the human brain: 20 years after.

              Here, we update our 1990 Annual Review of Neuroscience article, "The Attention System of the Human Brain." The framework presented in the original article has helped to integrate behavioral, systems, cellular, and molecular approaches to common problems in attention research. Our framework has been both elaborated and expanded in subsequent years. Research on orienting and executive functions has supported the addition of new networks of brain regions. Developmental studies have shown important changes in control systems between infancy and childhood. In some cases, evidence has supported the role of specific genetic variations, often in conjunction with experience, that account for some of the individual differences in the efficiency of attentional networks. The findings have led to increased understanding of aspects of pathology and to some new interventions.
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                Author and article information

                Contributors
                Journal
                Front Psychol
                Front Psychol
                Front. Psychol.
                Frontiers in Psychology
                Frontiers Media S.A.
                1664-1078
                25 September 2020
                2020
                : 11
                : 530122
                Affiliations
                [1] 1The Third Department of Physical Education and Training, Chengdu Sport University , Chengdu, China
                [2] 2School of Mathematical Sciences, University of Electronic Science and Technology of China , Chengdu, China
                [3] 3Exercise and Mental Health Laboratory, School of Psychology, Shenzhen University , Shenzhen, China
                [4] 4Information Technology Center, Chengdu Sport University , Chengdu, China
                [5] 5School of Public Affairs and Administration, University of Electronic Science and Technology of China , Chengdu, China
                [6] 6Ministry of Education Key Lab for Neuroinformation, High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China , Chengdu, China
                [7] 7The Clinical Hospital of Chengdu Brain Science Institute, School of Life Sciences and Technology, University of Electronic Science and Technology of China , Chengdu, China
                Author notes

                Edited by: Tao Xiao, Shenzhen University, China

                Reviewed by: Vicente Javier Clemente-Suárez, European University of Madrid, Spain; Gabriele Arnulfo, University of Genoa, Italy

                *Correspondence: Qing Gao, gaoqing@ 123456uestc.edu.cn

                These authors have contributed equally to this work

                This article was submitted to Movement Science and Sport Psychology, a section of the journal Frontiers in Psychology

                Article
                10.3389/fpsyg.2020.530122
                7546905
                33101115
                03690b66-02b0-465d-a524-91e341561bb9
                Copyright © 2020 Yang, Luo, Liang, Zhou, Yu, Zhang, Zhang, Guo, Wang, Yu, Cui, Chen and Gao.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 28 January 2020
                : 25 August 2020
                Page count
                Figures: 3, Tables: 2, Equations: 0, References: 43, Pages: 8, Words: 0
                Categories
                Psychology
                Original Research

                Clinical Psychology & Psychiatry
                athlete training,global functional connectivity density,resting-state functional magnetic resonance imaging,attention,neuroplasticity

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