Quantitative EEG Evaluation During Robot-Assisted Foot Movement

被引:47
作者
Formaggio, Emanuela [1 ]
Masiero, Stefano [2 ]
Bosco, Anna [2 ]
Izzi, Federica [3 ]
Piccione, Francesco [1 ]
Del Felice, Alessandra [2 ]
机构
[1] Fdn IRCCS San Camillo Hosp, Dept Neurophysiol, I-30126 Venice, Italy
[2] Univ Padua, Dept Neurosci DSN, I-35128 Padua, Italy
[3] BTS Bioengn, Milan, Italy
关键词
Electroencephalogram (EEG) event-related synchronization/desynchronization; EEG task-related coherence; motor imagery; rehabilitation robotics; EVENT-RELATED DESYNCHRONIZATION; BRAIN OSCILLATORY ACTIVITY; PACED FINGER MOVEMENTS; CORTICAL MOTOR AREAS; SINGLE-TRIAL EEG; FMRI COREGISTRATION; BETA-SYNCHRONIZATION; PASSIVE MOVEMENTS; STROKE; ACTIVATION;
D O I
10.1109/TNSRE.2016.2627058
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Passiveand imagined limbmovements induce changes in cerebral oscillatory activity. Central modulatory effects play a role in plastic changes, and are of uttermost importance in rehabilitation. This has extensively been studied for upper limb, but less is known for lower limb. The aim of this study is to investigate the topographical distribution of event-related desynchronization/synchronization(ERD/ERS) and task-relatedcoherence during a robot-assisted and a motor imagery task of lower limb in healthy subjects to inform rehabilitation paradigms. 32-channels electroencephalogram (EEG) was recorded in twenty-one healthy right footed and handed subjects during a robot-assisted single-joint cyclic right ankle movement performed by the BTS ANYMOV robotic hospital bed. Data were acquired with a block protocol for passive and imagined movement at a frequency of 0.2 Hz. ERD/ERS and task related coherence were calculated in alpha1 (810 Hz), alpha2 (10.512.5 Hz) and beta (1330 Hz) frequency ranges. During passive movement, alpha2 rhythm desynchronized overC3 and ipsilateral frontal areas (F4, FC2, FC6); betaERD was detected over the bilateral motor areas (Cz, C3, C4). During motor imagery, a significant desynchronization was evident for alpha1 over contralateral sensorimotor cortex (C3), for alpha2 over bilateral motor areas (C3 and C4), and for beta over central scalp areas. Task-related coherence decreased during passive movement in alpha2 band between contralateral central area (C3, CP5, CP1, P3) and ipsilateral frontal area (F8, FC6, T8); beta band coherence decreased between C3-C4 electrodes, and increased between C3-Cz. These data contribute to the understanding of oscillatory activity and functional neuronal interactions during lower limb robot-assisted motor performance. The final output of this line of research is to inform the design and development of neurorehabilitation protocols.
引用
收藏
页码:1633 / 1640
页数:8
相关论文
共 52 条
[1]   MEASURING HANDEDNESS WITH QUESTIONNAIRES [J].
BRYDEN, MP .
NEUROPSYCHOLOGIA, 1977, 15 (4-5) :617-624
[2]   Predicting Functional Recovery in Chronic Stroke Rehabilitation Using Event-Related Desynchronization-Synchronization during Robot-Assisted Movement [J].
Caimmi, Marco ;
Visani, Elisa ;
Digiacomo, Fabio ;
Scano, Alessandro ;
Chiavenna, Andrea ;
Gramigna, Cristina ;
Tosatti, Lorenzo Molinari ;
Franceschetti, Silvana ;
Molteni, Franco ;
Panzica, Ferruccio .
BIOMED RESEARCH INTERNATIONAL, 2016, 2016
[3]   Dynamics of motor network overactivation after striatocapsular stroke - A longitudinal PET study using a fixed-performance paradigm [J].
Calautti, C ;
Leroy, F ;
Guincestre, JY ;
Baron, JC .
STROKE, 2001, 32 (11) :2534-2542
[4]   REHABILITATION AND PLASTICITY FOLLOWING STROKE: INSIGHTS FROM RODENT MODELS [J].
Caleo, M. .
NEUROSCIENCE, 2015, 311 :180-194
[5]   Does post-movement beta synchronization reflect an idling motor cortex? [J].
Cassim, F ;
Monaca, C ;
Szurhaj, W ;
Bourriez, JL ;
Defebvre, L ;
Derambure, P ;
Guieu, JD .
NEUROREPORT, 2001, 12 (17) :3859-3863
[6]   THE BLOCKING OF THE ROLANDIC WICKET RHYTHM AND SOME CENTRAL CHANGES RELATED TO MOVEMENT [J].
CHATRIAN, GE ;
PETERSEN, MC ;
LAZARTE, JA .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1959, 11 (03) :497-510
[7]   Neurophysiological, psychological and behavioural correlates of rTMS treatment in alcohol dependence [J].
Del Felice, Alessandra ;
Bellamoli, Elisa ;
Formaggio, Emanuela ;
Manganotti, Paolo ;
Masiero, Stefano ;
Cuoghi, Giuseppe ;
Rimondo, Claudia ;
Genetti, Bruno ;
Sperotto, Milena ;
Corso, Flavia ;
Brunetto, Giampaolo ;
Bricolo, Francesco ;
Gomma, Maurizio ;
Serpelloni, Giovanni .
DRUG AND ALCOHOL DEPENDENCE, 2016, 158 :147-153
[8]   EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis [J].
Delorme, A ;
Makeig, S .
JOURNAL OF NEUROSCIENCE METHODS, 2004, 134 (01) :9-21
[9]   Augmentation-related brain plasticity [J].
Di Pino, Giovanni ;
Maravita, Angelo ;
Zollo, Loredana ;
Guglielmelli, Eugenio ;
Di Lazzaro, Vincenzo .
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2014, 8
[10]   Ankle dorsiflexion as an fMRI paradigm to assay motor control for walking during rehabilitation [J].
Dobkin, BH ;
Firestine, A ;
West, M ;
Saremi, K ;
Woods, R .
NEUROIMAGE, 2004, 23 (01) :370-381