Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking

被引:130
作者
Artoni, Fiorenzo [1 ,2 ,3 ]
Fanciullacci, Chiara [1 ,4 ]
Bertolucci, Federica [4 ]
Panarese, Alessandro [1 ]
Makeig, Scott [5 ]
Micera, Silvestro [1 ,2 ,3 ]
Chisari, Carmelo [4 ]
机构
[1] Scuola Super Sant Anna, BioRobot Inst, Pisa, Italy
[2] Ecole Polytech Fed Lausanne, Translat Neural Engn Lab, Ctr Neuroprosthet, Lausanne, Switzerland
[3] Ecole Polytech Fed Lausanne, Inst Bioengn, Lausanne, Switzerland
[4] Pisa Univ Hosp, Pisa, Italy
[5] Univ Calif San Diego, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA
关键词
Mobile brain imaging (MOBI); Locomotion; Electroencephalography (EEG); Electromyography (EMG); Decoding; Connectivity; INDEPENDENT COMPONENT ANALYSIS; CORTICOSPINAL EXCITABILITY; SPINAL-CORD; EEG DATA; GAIT; INFORMATION; LOCOMOTION; RESPONSES; DYNAMICS; HUMANS;
D O I
10.1016/j.neuroimage.2017.07.013
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In lower mammals, locomotion seems to be mainly regulated by subcortical and spinal networks. On the contrary, recent evidence suggests that in humans the motor cortex is also significantly engaged during complex locomotion tasks. However, a detailed understanding of cortical contribution to locomotion is still lacking especially during stereotyped activities. Here, we show that cortical motor areas finely control leg muscle activation during treadmill stereotyped walking. Using a novel technique based on a combination of Reliable Independent Component Analysis, source localization and effective connectivity, and by combining electroencephalographic (EEG) and electromyographic (EMG) recordings in able-bodied adults we were able to examine for the first time cortical activation patterns and cortico-muscular connectivity including information flow direction. Results not only provided evidence of cortical activity associated with locomotion, but demonstrated significant causal unidirectional drive from contralateral motor cortex to muscles in the swing leg. These insights overturn the traditional view that human cortex has a limited role in the control of stereotyped locomotion, and suggest useful hypotheses concerning mechanisms underlying gait under other conditions. One sentence summary: Motor cortex proactively drives contralateral swing leg muscles during treadmill walking, counter to the traditional view of stereotyped human locomotion.
引用
收藏
页码:403 / 416
页数:14
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