Movement-Related Sensorimotor High-Gamma Activity Mainly Represents Somatosensory Feedback

被引:17
作者
Ryun, Seokyun [1 ]
Kim, June S. [2 ]
Jeon, Eunjeong [2 ]
Chung, Chun K. [1 ,2 ,3 ]
机构
[1] Seoul Natl Univ, Coll Nat Sci, Interdisciplinary Program Neurosci, Seoul, South Korea
[2] Seoul Natl Univ, Coll Nat Sci, Dept Brain & Cognit Sci, Seoul, South Korea
[3] Seoul Natl Univ, Coll Med, Dept Neurosurg, Seoul, South Korea
来源
FRONTIERS IN NEUROSCIENCE | 2017年 / 11卷
基金
新加坡国家研究基金会;
关键词
voluntary movement; primary somatosensory cortex; primary motor cortex; high-gamma activity; somatosensory feedback; electrocorticography (ECoG); brain-machine interface (BMI); CORTEX; OSCILLATIONS; HZ; SYNCHRONIZATION; POTENTIALS; INTENSITY; STIMULI;
D O I
10.3389/fnins.2017.00408
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Somatosensation plays pivotal roles in the everyday motor control of humans. During active movement, there exists a prominent high-gamma (HG >50 Hz) power increase in the primary somatosensory cortex (S1), and this provides an important feature in relation to the decoding of movement in a brain-machine interface (BMI). However, one concern of BMI researchers is the inflation of the decoding performance due to the activation of somatosensory feedback, which is not elicited in patients who have lost their sensorimotor function. In fact, it is unclear as to how much the HG component activated in S1 contributes to the overall sensorimotor HG power during voluntary movement. With regard to other functional roles of HG in S1, recent findings have reported that these HG power levels increase before the onset of actual movement, which implies neural activation for top-down movement preparation or sensorimotor interaction, i.e., an efference copy. These results are promising for BMI applications but remain inconclusive. Here, we found using electrocorticography (ECoG) from eight patients that HG activation in S1 is stronger and more informative than it is in the primary motor cortex (M1) regardless of the type of movement. We also demonstrate by means of electromyography (EMG) that the onset timing of the HG power in S1 is later (49 ms) than that of the actual movement. Interestingly, we show that the HG power fluctuations in S1 are closely related to subtle muscle contractions, even during the pre-movement period. These results suggest the following: (1) movement-related HG activity in S1 strongly affects the overall sensorimotor HG power, and (2) HG activity in S1 during voluntary movement mainly represents cortical neural processing for somatosensory feedback. © 2017 Ryun, Kim, Jeon and Chung.
引用
收藏
页数:10
相关论文
共 33 条
[1]   Predictions not commands: active inference in the motor system [J].
Adams, Rick A. ;
Shipp, Stewart ;
Friston, Karl J. .
BRAIN STRUCTURE & FUNCTION, 2013, 218 (03) :611-643
[2]   Postnatal development of corticospinal projections from motor cortex to the cervical enlargement in the macaque monkey [J].
Armand, J ;
Olivier, E ;
Edgley, SA ;
Lemon, RN .
JOURNAL OF NEUROSCIENCE, 1997, 17 (01) :251-266
[3]   Four-dimensional maps of the human somatosensory system [J].
Avanzini, Pietro ;
Abdollahi, Rouhollah O. ;
Sartori, Ivana ;
Caruana, Fausto ;
Pelliccia, Veronica ;
Casaceli, Giuseppe ;
Mai, Roberto ;
Lo Russo, Giorgio ;
Rizzolatti, Giacomo ;
Orban, Guy A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (13) :E1936-E1943
[4]   Tactile spatial attention enhances gamma-band activity in somatosensory cortex and reduces low-frequency activity in parieto-occipital areas [J].
Bauer, M ;
Oostenveld, R ;
Peeters, M ;
Fries, P .
JOURNAL OF NEUROSCIENCE, 2006, 26 (02) :490-501
[5]   Give me a sign: decoding four complex hand gestures based on high-density ECoG [J].
Bleichner, M. G. ;
Freudenburg, Z. V. ;
Jansma, J. M. ;
Aarnoutse, E. J. ;
Vansteensel, M. J. ;
Ramsey, N. F. .
BRAIN STRUCTURE & FUNCTION, 2016, 221 (01) :203-216
[6]   Decoding hand gestures from primary somatosensory cortex using high-density ECoG [J].
Branco, Mariana P. ;
Freudenburg, Zachary V. ;
Aarnoutse, Erik J. ;
Bleichner, Martin G. ;
Vansteensel, Mariska J. ;
Ramsey, Nick F. .
NEUROIMAGE, 2017, 147 :130-142
[7]   High gamma power is phase-locked to theta oscillations in human neocortex [J].
Canolty, R. T. ;
Edwards, E. ;
Dalal, S. S. ;
Soltani, M. ;
Nagarajan, S. S. ;
Kirsch, H. E. ;
Berger, M. S. ;
Barbaro, N. M. ;
Knight, R. T. .
SCIENCE, 2006, 313 (5793) :1626-1628
[8]   Hand posture classification using electrocorticography signals in the gamma band over human sensorimotor brain areas [J].
Chestek, Cynthia A. ;
Gilja, Vikash ;
Blabe, Christine H. ;
Foster, Brett L. ;
Shenoy, Krishna V. ;
Parvizi, Josef ;
Henderson, Jaimie M. .
JOURNAL OF NEURAL ENGINEERING, 2013, 10 (02)
[9]   Self-paced movements induce high-frequency gamma oscillations in primary motor cortex [J].
Cheyne, Douglas ;
Bells, Sonya ;
Ferrari, Paul ;
Gaetz, William ;
Bostan, Andreea C. .
NEUROIMAGE, 2008, 42 (01) :332-342
[10]   Premotor cortex modulates somatosensory cortex during voluntary movements without proprioceptive feedback [J].
Christensen, Mark Schram ;
Lundbye-Jensen, Jesper ;
Geertsen, Svend Sparre ;
Petersen, Tue Hvass ;
Paulson, Olaf B. ;
Nielsen, Jens Bo .
NATURE NEUROSCIENCE, 2007, 10 (04) :417-419