Motor Imagery Learning Induced Changes in Functional Connectivity of the Default Mode Network

被引:33
作者
Ge, Ruiyang [1 ,2 ,3 ]
Zhang, Hang [4 ,5 ,6 ]
Yao, Li [1 ,2 ,3 ]
Long, Zhiying [2 ,3 ]
机构
[1] Beijing Normal Univ, Sch Informat Sci & Technol, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[3] Beijing Normal Univ, Ctr Collaborat & Innovat Brain & Learning Sci, Beijing 100875, Peoples R China
[4] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[5] Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou 311121, Zhejiang, Peoples R China
[6] Hangzhou Normal Univ, Affiliated Hosp, Hangzhou 311121, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Default mode network (DMN); functional magnetic resonance imaging (fMRI); graph theory; independent component analysis (ICA); motor learning; RESTING-STATE; BRAIN ACTIVATION; ALZHEIMERS-DISEASE; BLIND SEPARATION; CORTEX; TASK; MEMORY; REPRESENTATIONS; NEUROPLASTICITY; CONSOLIDATION;
D O I
10.1109/TNSRE.2014.2332353
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Numerous studies provide evidences that motor skill learning changes the activity of some brain regions during task as well as some resting networks during rest. However, it is still unclear how motor learning affects the resting-state default-mode network (DMN). Using functional magnetic resonance imaging, this study investigated the alteration of the DMN after motor skill learning with mental imagery practice. Fourteen participants in the experimental group learned to imagine a sequential finger movement over a two-week period while twelve control participants did not undergo motor imagery learning. For the experimental group, interregional connectivity, estimated by the graph theory method, between the medial temporal lobe, lateral temporal, and lateral parietal cortex within the DMN was increased after learning, whereas activity of the DMN network, estimated by the independent component analysis method, remained stable. Moreover, the experimental group showed significant improvement in motor performance after learning and a negative correlation between the alteration of the execution rate and changes in activity in the lateral parietal cortex. These results indicate that the DMN could be sculpted by motor learning in a manner of altering interregional connectivity and may imply that the DMN plays a role in improving behavioral performance.
引用
收藏
页码:138 / 148
页数:11
相关论文
共 69 条
[61]   Plasticity of brain networks in a randomized intervention trial of exercise training in older adults [J].
Voss, Michelle W. ;
Prakash, Ruchika S. ;
Erickson, Kirk I. ;
Basak, Chandramallika ;
Chaddock, Laura ;
Kim, Jennifer S. ;
Alves, Heloisa ;
Heo, Susie ;
Szabo, Amanda N. ;
White, Siobhan M. ;
Wojcicki, Thomas R. ;
Mailey, Emily L. ;
Gothe, Neha ;
Olson, Erin A. ;
McAuley, Edward ;
Kramer, Arthur F. .
FRONTIERS IN AGING NEUROSCIENCE, 2010, 2
[62]   The parahippocampal gyrus links the default-mode cortical network with the medial temporal lobe memory system [J].
Ward, Andrew M. ;
Schultz, Aaron P. ;
Huijbers, Willem ;
Van Dijk, Koene R. A. ;
Hedden, Trey ;
Sperling, Reisa A. .
HUMAN BRAIN MAPPING, 2014, 35 (03) :1061-1073
[63]   Sport expert's motor imagery: Functional imaging of professional motor skills and simple motor skills [J].
Wei, Gaoxia ;
Luo, Jing .
BRAIN RESEARCH, 2010, 1341 :52-62
[64]   A neuropsychological theory of motor skill learning [J].
Willingham, DB .
PSYCHOLOGICAL REVIEW, 1998, 105 (03) :558-584
[65]   Long-term motor training induced changes in regional cerebral blood flow in both task and resting states [J].
Xiong, Jinhu ;
Ma, Liangsuo ;
Wang, Binquan ;
Narayana, Shalini ;
Duff, Eugene P. ;
Egan, Gary F. ;
Fox, Peter T. .
NEUROIMAGE, 2009, 45 (01) :75-82
[66]  
Zhang G., 2012, IEEE T NEUR SYS REH, V21, p[595, 595]
[67]   Parallel Alterations of Functional Connectivity during Execution and Imagination after Motor Imagery Learning [J].
Zhang, Hang ;
Xu, Lele ;
Zhang, Rushao ;
Hui, Mingqi ;
Long, Zhiying ;
Zhao, Xiaojie ;
Yao, Li .
PLOS ONE, 2012, 7 (05)
[68]   Behavioral improvements and brain functional alterations by motor imagery training [J].
Zhang, Hang ;
Xu, Lele ;
Wang, Shuling ;
Xie, Baoquan ;
Guo, Jia ;
Long, Zhiying ;
Yao, Li .
BRAIN RESEARCH, 2011, 1407 :38-46
[69]   Brain networks underlying mental imagery of auditory and visual information [J].
Zvyagintsev, Mikhail ;
Clemens, Benjamin ;
Chechko, Natalya ;
Mathiak, Krystyna A. ;
Sack, Alexander T. ;
Mathiak, Klaus .
EUROPEAN JOURNAL OF NEUROSCIENCE, 2013, 37 (09) :1421-1434