Skip to main content
Top
Published in: Brain Structure and Function 6/2021

01-07-2021 | Original Article

Dissociable plasticity of visual-motor system in functional specialization and flexibility in expert table tennis players

Authors: Dazhi Yin, Xuefei Wang, Xiaoyou Zhang, Qiurong Yu, Yu Wei, Qing Cai, Mingxia Fan, Lin Li

Published in: Brain Structure and Function | Issue 6/2021

Login to get access

Abstract

Specialization and flexibility are two basic attributes of functional brain organization, enabling efficient cognition and behavior. However, it is largely unknown what plastic changes in specialization and flexibility in visual-motor areas occur in support of extraordinary motor skills in expert athletes and how the selective adaptability of the visual-motor system affects general perceptual or cognitive domains. Here, we used a dynamic network framework to investigate intrinsic functional specialization and flexibility of visual-motor system in expert table tennis players (TTP). Our results showed that sensorimotor areas increased intrinsic functional flexibility, whereas visual areas increased intrinsic functional specialization in expert TTP compared to nonathletes. Moreover, the flexibility of the left putamen was positively correlated with skill level, and that of the left lingual gyrus was positively correlated with behavioral accuracy of a sport-unrelated attention task. This study has uncovered dissociable plasticity of the visual-motor system and their predictions of individual differences in skill level and general attention processing. Furthermore, our time-resolved analytic approach is applicable across other professional athletes for understanding their brain plasticity and superior behavior.
Appendix
Available only for authorised users
Literature
go back to reference Abernethy B, Russell DG (1987) expert novice differences in an applied selective attention task. J Sport Psychol 9:326–345CrossRef Abernethy B, Russell DG (1987) expert novice differences in an applied selective attention task. J Sport Psychol 9:326–345CrossRef
go back to reference Abernethy B, Gill DP, Parks SL, Packer ST (2001) Expertise and the perception of kinematic and situational probability information. Perception 30:233–252PubMedCrossRef Abernethy B, Gill DP, Parks SL, Packer ST (2001) Expertise and the perception of kinematic and situational probability information. Perception 30:233–252PubMedCrossRef
go back to reference Ajemian R, D’Ausilio A, Moorman H, Bizzi E (2013) A theory for how sensorimotor skills are learned and retained in noisy and nonstationary neural circuits. Proc Natl Acad Sci USA 110:E5078-5087PubMedCrossRefPubMedCentral Ajemian R, D’Ausilio A, Moorman H, Bizzi E (2013) A theory for how sensorimotor skills are learned and retained in noisy and nonstationary neural circuits. Proc Natl Acad Sci USA 110:E5078-5087PubMedCrossRefPubMedCentral
go back to reference Alexander GE, DeLong MR, Strick PL (1986) Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9:357–381PubMedCrossRef Alexander GE, DeLong MR, Strick PL (1986) Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9:357–381PubMedCrossRef
go back to reference Allen EA et al (2014) Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex 24:663–676PubMedCrossRef Allen EA et al (2014) Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex 24:663–676PubMedCrossRef
go back to reference Andersen RA, Buneo CA (2002) Intentional maps in posterior parietal cortex. Annu Rev Neurosci 25:189–220PubMedCrossRef Andersen RA, Buneo CA (2002) Intentional maps in posterior parietal cortex. Annu Rev Neurosci 25:189–220PubMedCrossRef
go back to reference Anderson ML, Kinnison J, Pessoa L (2013) Describing functional diversity of brain regions and brain networks. Neuroimage 73:50–58PubMedCrossRef Anderson ML, Kinnison J, Pessoa L (2013) Describing functional diversity of brain regions and brain networks. Neuroimage 73:50–58PubMedCrossRef
go back to reference Balser N et al (2014) Prediction of human actions: expertise and task-related effects on neural activation of the action observation network. Hum Brain Mapp 35:4016–4034PubMedPubMedCentralCrossRef Balser N et al (2014) Prediction of human actions: expertise and task-related effects on neural activation of the action observation network. Hum Brain Mapp 35:4016–4034PubMedPubMedCentralCrossRef
go back to reference Bassett DS, Mattar MG (2017) A network neuroscience of human learning: potential to inform quantitative theories of brain and behavior. Trends Cogn Sci 21:250–264PubMedPubMedCentralCrossRef Bassett DS, Mattar MG (2017) A network neuroscience of human learning: potential to inform quantitative theories of brain and behavior. Trends Cogn Sci 21:250–264PubMedPubMedCentralCrossRef
go back to reference Birn RM, Diamond JB, Smith MA, Bandettini PA (2006) Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 31:1536–1548PubMedCrossRef Birn RM, Diamond JB, Smith MA, Bandettini PA (2006) Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 31:1536–1548PubMedCrossRef
go back to reference Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537–541PubMedCrossRef Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537–541PubMedCrossRef
go back to reference Calhoun VD, Miller R, Pearlson G, Adali T (2014) The chronnectome: time-varying connectivity networks as the next frontier in fMRI data discovery. Neuron 84:262–274PubMedPubMedCentralCrossRef Calhoun VD, Miller R, Pearlson G, Adali T (2014) The chronnectome: time-varying connectivity networks as the next frontier in fMRI data discovery. Neuron 84:262–274PubMedPubMedCentralCrossRef
go back to reference Caramazza A, Anzellotti S, Strnad L, Lingnau A (2014) Embodied cognition and mirror neurons: a critical assessment. Annu Rev Neurosci 37:1–15PubMedCrossRef Caramazza A, Anzellotti S, Strnad L, Lingnau A (2014) Embodied cognition and mirror neurons: a critical assessment. Annu Rev Neurosci 37:1–15PubMedCrossRef
go back to reference Casey BJ et al (2000) Dissociation of response conflict, attentional selection, and expectancy with functional magnetic resonance imaging. Proc Natl Acad Sci USA 97:8728–8733PubMedCrossRefPubMedCentral Casey BJ et al (2000) Dissociation of response conflict, attentional selection, and expectancy with functional magnetic resonance imaging. Proc Natl Acad Sci USA 97:8728–8733PubMedCrossRefPubMedCentral
go back to reference Castiello U, Umiltà C (1992) Orienting of attention in volleyball players. Int J Sport Psychol 23:301–310 Castiello U, Umiltà C (1992) Orienting of attention in volleyball players. Int J Sport Psychol 23:301–310
go back to reference Chao-Gan Y, Yu-Feng Z (2010) DPARSF: a matlab toolbox for “pipeline” data analysis of resting-state fMRI. Front Syst Neurosci 4:13PubMedPubMedCentral Chao-Gan Y, Yu-Feng Z (2010) DPARSF: a matlab toolbox for “pipeline” data analysis of resting-state fMRI. Front Syst Neurosci 4:13PubMedPubMedCentral
go back to reference Chen T, Cai W, Ryali S, Supekar K, Menon V (2016) Distinct global brain dynamics and spatiotemporal organization of the salience network. PLoS Biol 14:e1002469PubMedPubMedCentralCrossRef Chen T, Cai W, Ryali S, Supekar K, Menon V (2016) Distinct global brain dynamics and spatiotemporal organization of the salience network. PLoS Biol 14:e1002469PubMedPubMedCentralCrossRef
go back to reference Coynel D et al (2010) Dynamics of motor-related functional integration during motor sequence learning. Neuroimage 49:759–766PubMedCrossRef Coynel D et al (2010) Dynamics of motor-related functional integration during motor sequence learning. Neuroimage 49:759–766PubMedCrossRef
go back to reference Debarnot U, Sperduti M, Di Rienzo F, Guillot A (2014) Experts bodies, experts minds: how physical and mental training shape the brain. Front Hum Neurosci 8:280PubMedPubMedCentralCrossRef Debarnot U, Sperduti M, Di Rienzo F, Guillot A (2014) Experts bodies, experts minds: how physical and mental training shape the brain. Front Hum Neurosci 8:280PubMedPubMedCentralCrossRef
go back to reference Deco G, Jirsa VK, McIntosh AR (2011) Emerging concepts for the dynamical organization of resting-state activity in the brain. Nat Rev Neurosci 12:43–56PubMedCrossRef Deco G, Jirsa VK, McIntosh AR (2011) Emerging concepts for the dynamical organization of resting-state activity in the brain. Nat Rev Neurosci 12:43–56PubMedCrossRef
go back to reference Deco G, Jirsa VK, McIntosh AR (2013) Resting brains never rest: computational insights into potential cognitive architectures. Trends Neurosci 36:268–274PubMedCrossRef Deco G, Jirsa VK, McIntosh AR (2013) Resting brains never rest: computational insights into potential cognitive architectures. Trends Neurosci 36:268–274PubMedCrossRef
go back to reference Dehaene S, Kerszberg M, Changeux JP (1998) A neuronal model of a global workspace in effortful cognitive tasks. Proc Natl Acad Sci USA 95:14529–14534PubMedCrossRefPubMedCentral Dehaene S, Kerszberg M, Changeux JP (1998) A neuronal model of a global workspace in effortful cognitive tasks. Proc Natl Acad Sci USA 95:14529–14534PubMedCrossRefPubMedCentral
go back to reference Doyon J et al (2009) Contributions of the basal ganglia and functionally related brain structures to motor learning. Behav Brain Res 199:61–75PubMedCrossRef Doyon J et al (2009) Contributions of the basal ganglia and functionally related brain structures to motor learning. Behav Brain Res 199:61–75PubMedCrossRef
go back to reference Eriksen BA, Eriksen CW (1974) Effects of noise letters upon the identification of a target letter in a nonsearch task. Percept Psychophys 16:143–149CrossRef Eriksen BA, Eriksen CW (1974) Effects of noise letters upon the identification of a target letter in a nonsearch task. Percept Psychophys 16:143–149CrossRef
go back to reference Floyer-Lea A, Matthews PM (2004) Changing brain networks for visuomotor control with increased movement automaticity. J Neurophysiol 92:2405–2412PubMedCrossRef Floyer-Lea A, Matthews PM (2004) Changing brain networks for visuomotor control with increased movement automaticity. J Neurophysiol 92:2405–2412PubMedCrossRef
go back to reference Floyer-Lea A, Matthews PM (2005) Distinguishable brain activation networks for short- and long-term motor skill learning. J Neurophysiol 94:512–518PubMedCrossRef Floyer-Lea A, Matthews PM (2005) Distinguishable brain activation networks for short- and long-term motor skill learning. J Neurophysiol 94:512–518PubMedCrossRef
go back to reference Fox MD, Zhang D, Snyder AZ, Raichle ME (2009) The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 101:3270–3283PubMedPubMedCentralCrossRef Fox MD, Zhang D, Snyder AZ, Raichle ME (2009) The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 101:3270–3283PubMedPubMedCentralCrossRef
go back to reference Friston KJ, Frith CD, Liddle PF, Frackowiak RS (1993) Functional connectivity: the principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 13:5–14PubMedCrossRef Friston KJ, Frith CD, Liddle PF, Frackowiak RS (1993) Functional connectivity: the principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 13:5–14PubMedCrossRef
go back to reference Green CS, Bavelier D (2003) Action video game modifies visual selective attention. Nature 423:534–537PubMedCrossRef Green CS, Bavelier D (2003) Action video game modifies visual selective attention. Nature 423:534–537PubMedCrossRef
go back to reference Hardwick RM, Rottschy C, Miall RC, Eickhoff SB (2013) A quantitative meta-analysis and review of motor learning in the human brain. Neuroimage 67:283–297PubMedCrossRef Hardwick RM, Rottschy C, Miall RC, Eickhoff SB (2013) A quantitative meta-analysis and review of motor learning in the human brain. Neuroimage 67:283–297PubMedCrossRef
go back to reference Huang H et al (2018) Long-term intensive gymnastic training induced changes in intra- and inter-network functional connectivity: an independent component analysis. Brain Struct Funct 223:131–144PubMedCrossRef Huang H et al (2018) Long-term intensive gymnastic training induced changes in intra- and inter-network functional connectivity: an independent component analysis. Brain Struct Funct 223:131–144PubMedCrossRef
go back to reference Hung TM, Spalding TW, Maria DLS, Hatfield BD (2004) Assessment of reactive motor performance with event-related brain potentials: attention processes in elite table tennis players. J Sport Exercise Psychol 26:317–337CrossRef Hung TM, Spalding TW, Maria DLS, Hatfield BD (2004) Assessment of reactive motor performance with event-related brain potentials: attention processes in elite table tennis players. J Sport Exercise Psychol 26:317–337CrossRef
go back to reference Hutchison RM et al (2013) Dynamic functional connectivity: promise, issues, and interpretations. Neuroimage 80:360–378PubMedCrossRef Hutchison RM et al (2013) Dynamic functional connectivity: promise, issues, and interpretations. Neuroimage 80:360–378PubMedCrossRef
go back to reference Kanwisher N, McDermott J, Chun MM (1997) The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci 17:4302–4311PubMedPubMedCentralCrossRef Kanwisher N, McDermott J, Chun MM (1997) The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci 17:4302–4311PubMedPubMedCentralCrossRef
go back to reference Keilholz S, Caballero-Gaudes C, Bandettini P, Deco G, Calhoun V (2017) Time-resolved resting-state functional magnetic resonance imaging analysis: current status, challenges, and new directions. Brain Connect 7:465–481PubMedPubMedCentralCrossRef Keilholz S, Caballero-Gaudes C, Bandettini P, Deco G, Calhoun V (2017) Time-resolved resting-state functional magnetic resonance imaging analysis: current status, challenges, and new directions. Brain Connect 7:465–481PubMedPubMedCentralCrossRef
go back to reference Kim W et al (2014) An fMRI study of differences in brain activity among elite, expert, and novice archers at the moment of optimal aiming. Cogn Behav Neurol 27:173–182PubMedCrossRef Kim W et al (2014) An fMRI study of differences in brain activity among elite, expert, and novice archers at the moment of optimal aiming. Cogn Behav Neurol 27:173–182PubMedCrossRef
go back to reference Kim JH, Han JK, Kim BN, Han DH (2015) Brain networks governing the golf swing in professional golfers. J Sports Sci 33:1980–1987PubMedCrossRef Kim JH, Han JK, Kim BN, Han DH (2015) Brain networks governing the golf swing in professional golfers. J Sports Sci 33:1980–1987PubMedCrossRef
go back to reference Lawrence AD, Sahakian BJ, Robbins TW (1998) Cognitive functions and corticostriatal circuits: insights from Huntington’s disease. Trends Cogn Sci 2:379–388PubMedCrossRef Lawrence AD, Sahakian BJ, Robbins TW (1998) Cognitive functions and corticostriatal circuits: insights from Huntington’s disease. Trends Cogn Sci 2:379–388PubMedCrossRef
go back to reference Lehericy S et al (2005) Distinct basal ganglia territories are engaged in early and advanced motor sequence learning. Proc Natl Acad Sci USA 102:12566–12571PubMedCrossRefPubMedCentral Lehericy S et al (2005) Distinct basal ganglia territories are engaged in early and advanced motor sequence learning. Proc Natl Acad Sci USA 102:12566–12571PubMedCrossRefPubMedCentral
go back to reference Liang X, Zou Q, He Y, Yang Y (2013) Coupling of functional connectivity and regional cerebral blood flow reveals a physiological basis for network hubs of the human brain. Proc Natl Acad Sci USA 110:1929–1934PubMedCrossRefPubMedCentral Liang X, Zou Q, He Y, Yang Y (2013) Coupling of functional connectivity and regional cerebral blood flow reveals a physiological basis for network hubs of the human brain. Proc Natl Acad Sci USA 110:1929–1934PubMedCrossRefPubMedCentral
go back to reference Liao X, Cao M, Xia M, He Y (2017) Individual differences and time-varying features of modular brain architecture. Neuroimage 152:94–107PubMedCrossRef Liao X, Cao M, Xia M, He Y (2017) Individual differences and time-varying features of modular brain architecture. Neuroimage 152:94–107PubMedCrossRef
go back to reference Lowe MJ, Mock BJ, Sorenson JA (1998) Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. Neuroimage 7:119–132PubMedCrossRef Lowe MJ, Mock BJ, Sorenson JA (1998) Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. Neuroimage 7:119–132PubMedCrossRef
go back to reference Ma L, Narayana S, Robin DA, Fox PT, Xiong J (2011) Changes occur in resting state network of motor system during 4 weeks of motor skill learning. Neuroimage 58:226–233PubMedCrossRef Ma L, Narayana S, Robin DA, Fox PT, Xiong J (2011) Changes occur in resting state network of motor system during 4 weeks of motor skill learning. Neuroimage 58:226–233PubMedCrossRef
go back to reference Miller EK, Cohen JD (2001) An integrative theory of prefrontal cortex function. Annu Rev Neurosci 24:167–202PubMedCrossRef Miller EK, Cohen JD (2001) An integrative theory of prefrontal cortex function. Annu Rev Neurosci 24:167–202PubMedCrossRef
go back to reference Milton J, Solodkin A, Hlustik P, Small SL (2007) The mind of expert motor performance is cool and focused. Neuroimage 35:804–813PubMedCrossRef Milton J, Solodkin A, Hlustik P, Small SL (2007) The mind of expert motor performance is cool and focused. Neuroimage 35:804–813PubMedCrossRef
go back to reference Nakata H, Yoshie M, Miura A, Kudo K (2010) Characteristics of the athletes’ brain: evidence from neurophysiology and neuroimaging. Brain Res Rev 62:197–211PubMedCrossRef Nakata H, Yoshie M, Miura A, Kudo K (2010) Characteristics of the athletes’ brain: evidence from neurophysiology and neuroimaging. Brain Res Rev 62:197–211PubMedCrossRef
go back to reference Nougier V, Stein JF, Bonnel AM (1991) Information processing in sport and “orienting of attention.” Int J Sport Psychol 22:307–327 Nougier V, Stein JF, Bonnel AM (1991) Information processing in sport and “orienting of attention.” Int J Sport Psychol 22:307–327
go back to reference Park HJ, Friston K (2013) Structural and functional brain networks: from connections to cognition. Science 342:1238411PubMedCrossRef Park HJ, Friston K (2013) Structural and functional brain networks: from connections to cognition. Science 342:1238411PubMedCrossRef
go back to reference Pedersen M, Zalesky A, Omidvarnia A, Jackson GD (2018) Multilayer network switching rate predicts brain performance. Proc Natl Acad Sci USA 115:13376–13381PubMedCrossRefPubMedCentral Pedersen M, Zalesky A, Omidvarnia A, Jackson GD (2018) Multilayer network switching rate predicts brain performance. Proc Natl Acad Sci USA 115:13376–13381PubMedCrossRefPubMedCentral
go back to reference Piras A, Lanzoni IM, Raffi M, Persiani M, Squatrito S (2016) The within-task criterion to determine successful and unsuccessful table tennis players. Int J Sports Sci Coach 11:523–531CrossRef Piras A, Lanzoni IM, Raffi M, Persiani M, Squatrito S (2016) The within-task criterion to determine successful and unsuccessful table tennis players. Int J Sports Sci Coach 11:523–531CrossRef
go back to reference Piras A, Raffi M, Perazzolo M, Lanzoni IM, Squatrito S (2019) Microsaccades and interest areas during free-viewing sport task. J Sports Sci 37:980–987PubMedCrossRef Piras A, Raffi M, Perazzolo M, Lanzoni IM, Squatrito S (2019) Microsaccades and interest areas during free-viewing sport task. J Sports Sci 37:980–987PubMedCrossRef
go back to reference Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:2142–2154PubMedCrossRef Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:2142–2154PubMedCrossRef
go back to reference Reddy PG et al (2018) Brain state flexibility accompanies motor-skill acquisition. Neuroimage 171:135–147PubMedCrossRef Reddy PG et al (2018) Brain state flexibility accompanies motor-skill acquisition. Neuroimage 171:135–147PubMedCrossRef
go back to reference Reinwald JR et al (2018) Neural mechanisms of early-life social stress as a developmental risk factor for severe psychiatric disorders. Biol Psychiatry 84:116–128PubMedCrossRef Reinwald JR et al (2018) Neural mechanisms of early-life social stress as a developmental risk factor for severe psychiatric disorders. Biol Psychiatry 84:116–128PubMedCrossRef
go back to reference Rushworth MF, Johansen-Berg H, Gobel SM, Devlin JT (2003) The left parietal and premotor cortices: motor attention and selection. Neuroimage 20(Suppl 1):S89-100PubMedCrossRef Rushworth MF, Johansen-Berg H, Gobel SM, Devlin JT (2003) The left parietal and premotor cortices: motor attention and selection. Neuroimage 20(Suppl 1):S89-100PubMedCrossRef
go back to reference Saad ZS et al (2012) Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect 2:25–32PubMedPubMedCentralCrossRef Saad ZS et al (2012) Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect 2:25–32PubMedPubMedCentralCrossRef
go back to reference Schoups A, Vogels R, Qian N, Orban G (2001) Practising orientation identification improves orientation coding in V1 neurons. Nature 412:549–553PubMedCrossRef Schoups A, Vogels R, Qian N, Orban G (2001) Practising orientation identification improves orientation coding in V1 neurons. Nature 412:549–553PubMedCrossRef
go back to reference Shine JM et al (2019) Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nat Neurosci 22:289–296PubMedCrossRef Shine JM et al (2019) Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nat Neurosci 22:289–296PubMedCrossRef
go back to reference Smith DM (2016) Neurophysiology of action anticipation in athletes: a systematic review. Neurosci Biobehav Rev 60:115–120PubMedCrossRef Smith DM (2016) Neurophysiology of action anticipation in athletes: a systematic review. Neurosci Biobehav Rev 60:115–120PubMedCrossRef
go back to reference Sporns O (2013) Network attributes for segregation and integration in the human brain. Curr Opin Neurobiol 23:162–171PubMedCrossRef Sporns O (2013) Network attributes for segregation and integration in the human brain. Curr Opin Neurobiol 23:162–171PubMedCrossRef
go back to reference Sun FT, Miller LM, Rao AA, D’Esposito M (2007) Functional connectivity of cortical networks involved in bimanual motor sequence learning. Cereb Cortex 17:1227–1234PubMedCrossRef Sun FT, Miller LM, Rao AA, D’Esposito M (2007) Functional connectivity of cortical networks involved in bimanual motor sequence learning. Cereb Cortex 17:1227–1234PubMedCrossRef
go back to reference Tan XY et al (2016) Morphological and functional differences between athletes and novices in cortical neuronal networks. Front Hum Neurosci 10:660PubMed Tan XY et al (2016) Morphological and functional differences between athletes and novices in cortical neuronal networks. Front Hum Neurosci 10:660PubMed
go back to reference Tononi G, Sporns O, Edelman GM (1994) A measure for brain complexity: relating functional segregation and integration in the nervous system. Proc Natl Acad Sci USA 91:5033–5037PubMedCrossRefPubMedCentral Tononi G, Sporns O, Edelman GM (1994) A measure for brain complexity: relating functional segregation and integration in the nervous system. Proc Natl Acad Sci USA 91:5033–5037PubMedCrossRefPubMedCentral
go back to reference Tzourio-Mazoyer N et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273–289CrossRefPubMed Tzourio-Mazoyer N et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273–289CrossRefPubMed
go back to reference Tzvi E, Stoldt A, Witt K, Kramer UM (2015) Striatal-cerebellar networks mediate consolidation in a motor sequence learning task: an fMRI study using dynamic causal modelling. Neuroimage 122:52–64PubMedCrossRef Tzvi E, Stoldt A, Witt K, Kramer UM (2015) Striatal-cerebellar networks mediate consolidation in a motor sequence learning task: an fMRI study using dynamic causal modelling. Neuroimage 122:52–64PubMedCrossRef
go back to reference Van Dijk KR, Sabuncu MR, Buckner RL (2012) The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59:431–438PubMedCrossRef Van Dijk KR, Sabuncu MR, Buckner RL (2012) The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59:431–438PubMedCrossRef
go back to reference Voss MW, Kramer AF, Basak C, Prakash RS, Roberts B (2010) Are expert athletes ‘expert’ in the cognitive laboratory? A meta-analytic review of cognition and sport expertise. Appl Cogn Psychol 24:812–826CrossRef Voss MW, Kramer AF, Basak C, Prakash RS, Roberts B (2010) Are expert athletes ‘expert’ in the cognitive laboratory? A meta-analytic review of cognition and sport expertise. Appl Cogn Psychol 24:812–826CrossRef
go back to reference Wang J et al (2013) Disrupted functional brain connectome in individuals at risk for Alzheimer’s disease. Biol Psychiatry 73:472–481PubMedCrossRef Wang J et al (2013) Disrupted functional brain connectome in individuals at risk for Alzheimer’s disease. Biol Psychiatry 73:472–481PubMedCrossRef
go back to reference Wang J et al (2016a) Exploring brain functional plasticity in world class gymnasts: a network analysis. Brain Struct Funct 221:3503–3519PubMedCrossRef Wang J et al (2016a) Exploring brain functional plasticity in world class gymnasts: a network analysis. Brain Struct Funct 221:3503–3519PubMedCrossRef
go back to reference Wang BY, Guo W, Zhou CL (2016b) Selective enhancement of attentional networks in college table tennis athletes: a preliminary investigation. PeerJ 4:e2762PubMedPubMedCentralCrossRef Wang BY, Guo W, Zhou CL (2016b) Selective enhancement of attentional networks in college table tennis athletes: a preliminary investigation. PeerJ 4:e2762PubMedPubMedCentralCrossRef
go back to reference Wang Y et al (2019) Predicting domain-specific actions in expert table tennis players activates the semantic brain network. Neuroimage 200:482–489PubMedCrossRef Wang Y et al (2019) Predicting domain-specific actions in expert table tennis players activates the semantic brain network. Neuroimage 200:482–489PubMedCrossRef
go back to reference Wei G, Luo J (2010) Sport expert’s motor imagery: functional imaging of professional motor skills and simple motor skills. Brain Res 1341:52–62PubMedCrossRef Wei G, Luo J (2010) Sport expert’s motor imagery: functional imaging of professional motor skills and simple motor skills. Brain Res 1341:52–62PubMedCrossRef
go back to reference Wright MJ, Bishop DT, Jackson RC, Abernethy B (2010) Functional MRI reveals expert-novice differences during sport-related anticipation. NeuroReport 21:94–98PubMedCrossRef Wright MJ, Bishop DT, Jackson RC, Abernethy B (2010) Functional MRI reveals expert-novice differences during sport-related anticipation. NeuroReport 21:94–98PubMedCrossRef
go back to reference Yan CG et al (2013) A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics. Neuroimage 76:183–201PubMedCrossRef Yan CG et al (2013) A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics. Neuroimage 76:183–201PubMedCrossRef
go back to reference Yang J (2015) The influence of motor expertise on the brain activity of motor task performance: a meta-analysis of functional magnetic resonance imaging studies. Cogn Affect Behav Neurosci 15:381–394PubMedCrossRef Yang J (2015) The influence of motor expertise on the brain activity of motor task performance: a meta-analysis of functional magnetic resonance imaging studies. Cogn Affect Behav Neurosci 15:381–394PubMedCrossRef
go back to reference Yarrow K, Brown P, Krakauer JW (2009) Inside the brain of an elite athlete: the neural processes that support high achievement in sports. Nat Rev Neurosci 10:585–596PubMedCrossRef Yarrow K, Brown P, Krakauer JW (2009) Inside the brain of an elite athlete: the neural processes that support high achievement in sports. Nat Rev Neurosci 10:585–596PubMedCrossRef
go back to reference Yeo BT et al (2015) Functional specialization and flexibility in human association cortex. Cereb Cortex 25:3654–3672PubMedCrossRef Yeo BT et al (2015) Functional specialization and flexibility in human association cortex. Cereb Cortex 25:3654–3672PubMedCrossRef
go back to reference Yin D et al (2016) Dissociable changes of frontal and parietal cortices in inherent functional flexibility across the human life span. J Neurosci 36:10060–10074PubMedPubMedCentralCrossRef Yin D et al (2016) Dissociable changes of frontal and parietal cortices in inherent functional flexibility across the human life span. J Neurosci 36:10060–10074PubMedPubMedCentralCrossRef
go back to reference Yin D et al (2018) Dissociable frontostriatal connectivity: mechanism and predictor of the clinical efficacy of capsulotomy in obsessive-compulsive disorder. Biol Psychiatry 84:926–936PubMedCrossRef Yin D et al (2018) Dissociable frontostriatal connectivity: mechanism and predictor of the clinical efficacy of capsulotomy in obsessive-compulsive disorder. Biol Psychiatry 84:926–936PubMedCrossRef
go back to reference Zamora-Lopez G, Russo E, Gleiser PM, Zhou C, Kurths J (2011) Characterizing the complexity of brain and mind networks. Philos Trans R Soc A Math Phys Eng Sci 369:3730–3747CrossRef Zamora-Lopez G, Russo E, Gleiser PM, Zhou C, Kurths J (2011) Characterizing the complexity of brain and mind networks. Philos Trans R Soc A Math Phys Eng Sci 369:3730–3747CrossRef
go back to reference Zhang J et al (2016) Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain 139:2307–2321PubMedCrossRef Zhang J et al (2016) Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain 139:2307–2321PubMedCrossRef
go back to reference Zhao Q, Lu Y, Jaquess KJ, Zhou C (2018) Utilization of cues in action anticipation in table tennis players. J Sports Sci 36:2699–2705PubMedCrossRef Zhao Q, Lu Y, Jaquess KJ, Zhou C (2018) Utilization of cues in action anticipation in table tennis players. J Sports Sci 36:2699–2705PubMedCrossRef
Metadata
Title
Dissociable plasticity of visual-motor system in functional specialization and flexibility in expert table tennis players
Authors
Dazhi Yin
Xuefei Wang
Xiaoyou Zhang
Qiurong Yu
Yu Wei
Qing Cai
Mingxia Fan
Lin Li
Publication date
01-07-2021
Publisher
Springer Berlin Heidelberg
Published in
Brain Structure and Function / Issue 6/2021
Print ISSN: 1863-2653
Electronic ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-021-02304-w

Other articles of this Issue 6/2021

Brain Structure and Function 6/2021 Go to the issue