High Amplitude EEG Motor Potential during Repetitive Foot Movement: Possible Use and Challenges for Futuristic BCIs That Restore Mobility after Spinal Cord Injury

被引:7
作者
Thomschewski, Aljoscha [1 ,2 ,3 ]
Hoeller, Yvonne [1 ,3 ,4 ]
Hoeller, Peter [1 ,2 ]
Leis, Stefan [1 ,2 ]
Trinka, Eugen [1 ,2 ,4 ]
机构
[1] Paracelsus Med Univ, Christian Doppler Med Ctr, Dept Neurol, Salzburg, Austria
[2] Spinal Cord Injury & Tissue Regenerat Ctr Salzbur, Salzburg, Austria
[3] Paris London Univ Salzburg, Dept Psychol, Salzburg, Austria
[4] Ctr Cognit Neurosci Salzburg, Salzburg, Austria
来源
FRONTIERS IN NEUROSCIENCE | 2017年 / 11卷
关键词
spinal cord injury; neuroplasticity; brain plasticity; motor evoked potential; electroencephalography; neuroprosthetics; ISCHEMIC NERVE BLOCK; HAND MOVEMENTS; CORTEX REPRESENTATION; CORTICAL POTENTIALS; BRAIN POTENTIALS; PLASTICITY; REORGANIZATION; ADULT; MODULATION; VOLUNTARY;
D O I
10.3389/fnins.2017.00362
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent advances in neuroprostheses provide us with promising ideas of how to improve the quality of life in people suffering from impaired motor functioning of upper and lower limbs. Especially for patients after spinal cord injury (SCI), futuristic devices that are controlled by thought via brain-computer interfaces (BCIs) might be of tremendous help in managing daily tasks and restoring at least some mobility. However, there are certain problems arising when trying to implement BCI technology especially in such a heterogenous patient group. A plethora of processes occurring after the injuries change the brain's structure as well as its functionality collectively referred to as neuroplasticity. These changes are very different between individuals, leading to an increasing interest to reveal the exact changes occurring after SCI. In this study we investigated event-related potentials (ERPs) derived fromelectroencephalography (EEG) signals recorded during the (attempted) execution and imagination of hand and foot movements in healthy subjects and patients with SCI. As ERPs and especially early components are of interest for BCI research we aimed to investigate differences between 22 healthy volunteers and 7 patients (mean age = 51.86, SD = 15.49) suffering from traumatic or non-traumatic SCI since 2-314 months (mean = 116,57, SD = 125,55). We aimed to explore differences in ERP responses as well as the general presence of component that might be of interest to further consider for incorporation into BCI research. In order to match the real-life situation of BCIs for controlling neuroprostheses, we worked on small trial numbers (< 25), only. We obtained a focal potential over Pz in ten healthy participants but in none of the patients after lenient artifact rejection. The potential was characterized by a high amplitude, it correlated with the repeated movements (6 times in 6 s) and in nine subjects it significantly differed from a resting condition. Furthermore, there are strong arguments against possible confounding factors leading to the potential's appearance. This phenomenon, occurring when movements are repeatedly conducted, might represent a possible potential to be used in futuristic BCIs and further studies should try to investigate the replicability of its appearance.
引用
收藏
页码:3 / 14
页数:12
相关论文
共 77 条
  • [1] Dynamics of the human EEG during prolonged wakefulness: evidence for frequency-specific circadian and homeostatic influences
    Aeschbach, D
    Matthews, JR
    Postolache, TT
    Jackson, MA
    Giesen, HA
    Wehr, TA
    [J]. NEUROSCIENCE LETTERS, 1997, 239 (2-3) : 121 - 124
  • [2] Spinal Cord Injury Immediately Changes the State of the Brain
    Aguilar, Juan
    Humanes-Valera, Desire
    Alonso-Calvino, Elena
    Yague, Josue G.
    Moxon, Karen A.
    Oliviero, Antonio
    Foffani, Guglielmo
    [J]. JOURNAL OF NEUROSCIENCE, 2010, 30 (22) : 7528 - 7537
  • [3] MENTAL REPRESENTATIONS OF MOVEMENTS - BRAIN POTENTIALS ASSOCIATED WITH IMAGINATION OF HAND MOVEMENTS
    BEISTEINER, R
    HOLLINGER, P
    LINDINGER, G
    LANG, W
    BERTHOZ, A
    [J]. EVOKED POTENTIALS-ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1995, 96 (02): : 183 - 193
  • [4] BOSCHERT J, 1983, EXP BRAIN RES, V52, P73
  • [5] RAPID MODULATION OF HUMAN CORTICAL MOTOR OUTPUTS FOLLOWING ISCHEMIC NERVE BLOCK
    BRASILNETO, JP
    VALLSSOLE, J
    PASCUALLEONE, A
    CAMMAROTA, A
    AMASSIAN, VE
    CRACCO, R
    MACCABEE, P
    CRACCO, J
    HALLETT, M
    COHEN, LG
    [J]. BRAIN, 1993, 116 : 511 - 525
  • [6] How does the human brain deal with a spinal cord injury?
    Bruehlmeier, M
    Dietz, V
    Leenders, KL
    Roelcke, U
    Missimer, J
    Curt, A
    [J]. EUROPEAN JOURNAL OF NEUROSCIENCE, 1998, 10 (12) : 3918 - 3922
  • [7] Cortical plasticity: From synapses to maps
    Buonomano, DV
    Merzenich, MM
    [J]. ANNUAL REVIEW OF NEUROSCIENCE, 1998, 21 : 149 - 186
  • [8] Repetitive transcanial magnetic stimulation (RTMS) modulates event-related potential (ERP) indices of attention in autism
    Casanova, Manuel F.
    Baruth, Joshua M.
    El-Baz, Ayman
    Tasman, Allan
    Sears, Lonnie
    Sokhadze, Estate
    [J]. TRANSLATIONAL NEUROSCIENCE, 2012, 3 (02) : 170 - 180
  • [9] How does a short history of spinal cord injury affect movement-related brain potentials?
    Castro, Antonio
    Diaz, Fernando
    van Boxte, Geert J. M.
    [J]. EUROPEAN JOURNAL OF NEUROSCIENCE, 2007, 25 (09) : 2927 - 2934
  • [10] High-performance neuroprosthetic control by an individual with tetraplegia
    Collinger, Jennifer L.
    Wodlinger, Brian
    Downey, John E.
    Wang, Wei
    Tyler-Kabara, Elizabeth C.
    Weber, Douglas J.
    McMorland, Angus J. C.
    Velliste, Meel
    Boninger, Michael L.
    Schwartz, Andrew B.
    [J]. LANCET, 2013, 381 (9866) : 557 - 564