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2017 | OriginalPaper | Chapter

A Brain-Computer-Interface to Combat Musculoskeletal Pain

Authors : N. Mrachacz-Kersting, L. Yao, S. Gervasio, N. Jiang, T. S. Palsson, T. G. Nielsen, D. Falla, K. Dremstrup, D. Farina

Published in: Brain-Computer Interface Research

Publisher: Springer International Publishing

Abstract

Over the past several years, our group has conceived a completely new technological approach toward BCIs aimed at reversing the maladaptive plasticity induced by musculoskeletal pain. The EEG activity patterns of participants with chronic pain (tennis elbow) were differentiated from those of healthy, age and sex matched controls during real-time movement performance. Our results showed a dominance of power in the alpha frequency range only that was significantly correlated with the intensity of pain (visual analogue scale scale—VAS). Based on this novel finding, a neurofeedback system was developed allowing real-time monitoring of alpha power during idle time and movement execution (wrist extensions). Two bars were shown to the patient on a feedback screen—one containing continuous alpha power, the other only alpha power during the preparation phase of movement execution. The goal of the participant was to maintain the alpha power below the initial baseline value during movement execution. Three patients were tested using this system and their pain intensities were monitored. All participants were successful in decreasing their alpha power across days. This was accompanied by a reduction in their perceived pain VAS scores. In summary, we have developed a neurofeedback system for musculoskeletal pain that is capable of providing rapid, accurate and reliable neurofeedback in dynamic conditions, allowing the users to train their brain to reduce the pain.

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Literature
1.
go back to reference J.J. Daly, N. Hogan, E.M. Perepezko, H.I. Krebs, J.M. Rogers, K.S. Goyal, M.E. Dohring, E. Fredrickson, J. Nethery, R.L. Ruff, Response to upper-limb robotics and functional neuromuscular stimulation following stroke. J. Rehabil. Res. Dev. 42, 723–736 (2005) CrossRef J.J. Daly, N. Hogan, E.M. Perepezko, H.I. Krebs, J.M. Rogers, K.S. Goyal, M.E. Dohring, E. Fredrickson, J. Nethery, R.L. Ruff, Response to upper-limb robotics and functional neuromuscular stimulation following stroke. J. Rehabil. Res. Dev. 42, 723–736 (2005) CrossRef
2.
go back to reference S.R. Soekadar, N. Birbaumer, M.W. Slutzky, L.G. Cohen, Brain-machine interfaces in neurorehabilitation of stroke. Neurobiol. Dis. 83, 172–179 (2015) CrossRef S.R. Soekadar, N. Birbaumer, M.W. Slutzky, L.G. Cohen, Brain-machine interfaces in neurorehabilitation of stroke. Neurobiol. Dis. 83, 172–179 (2015) CrossRef
3.
go back to reference A. Vuckovic, M.A. Hasan, M. Fraser, B. A. Conway, B. Nasseroleslami, D.B. Allan, Dynamic oscillatory signatures of central neuropathic pain in spinal cord injury. J Pain (2014) A. Vuckovic, M.A. Hasan, M. Fraser, B. A. Conway, B. Nasseroleslami, D.B. Allan, Dynamic oscillatory signatures of central neuropathic pain in spinal cord injury. J Pain (2014)
4.
go back to reference R. Xu, N. Jiang, A. Vuckovic, M. Hasan, N. Mrachacz-Kersting, D. Allan, M. Fraser, B. Nasseroleslami, B. Conway, K. Dremstrup, D. Farina, Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation. Front. Neuroeng. 7, 35 (2014) CrossRef R. Xu, N. Jiang, A. Vuckovic, M. Hasan, N. Mrachacz-Kersting, D. Allan, M. Fraser, B. Nasseroleslami, B. Conway, K. Dremstrup, D. Farina, Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation. Front. Neuroeng. 7, 35 (2014) CrossRef
5.
go back to reference P.J. Wrigley, S.M. Gustin, P.M. Macey, P.G. Nash, S.C. Gandevia, V.G. Macefield, P.J. Siddall, L.A. Henderson, Anatomical changes in human motor cortex and motor pathways following complete thoracic spinal cord injury. Cereb. Cortex 19, 224–232 (2009) CrossRef P.J. Wrigley, S.M. Gustin, P.M. Macey, P.G. Nash, S.C. Gandevia, V.G. Macefield, P.J. Siddall, L.A. Henderson, Anatomical changes in human motor cortex and motor pathways following complete thoracic spinal cord injury. Cereb. Cortex 19, 224–232 (2009) CrossRef
6.
go back to reference S.M. Gustin, P.J. Wrigley, P.J. Siddall, L.A. Henderson, Brain anatomy changes associated with persistent neuropathic pain following spinal cord injury. Cereb. Cortex 20, 1409–1419 (2010) CrossRef S.M. Gustin, P.J. Wrigley, P.J. Siddall, L.A. Henderson, Brain anatomy changes associated with persistent neuropathic pain following spinal cord injury. Cereb. Cortex 20, 1409–1419 (2010) CrossRef
7.
go back to reference T. Graven-Nielsen, L. Arendt-Nielsen, Peripheral and central sensitization in musculoskeletal pain disorders: an experimental approach. Curr. Rheumatol. Rep. 4, 313–321 (2002) CrossRef T. Graven-Nielsen, L. Arendt-Nielsen, Peripheral and central sensitization in musculoskeletal pain disorders: an experimental approach. Curr. Rheumatol. Rep. 4, 313–321 (2002) CrossRef
8.
go back to reference L. Arendt-Nielsen, T. Graven-Nielsen, Muscle pain: sensory implications and interaction with motor control. Clin. J. Pain 24, 291–298 (2008) CrossRef L. Arendt-Nielsen, T. Graven-Nielsen, Muscle pain: sensory implications and interaction with motor control. Clin. J. Pain 24, 291–298 (2008) CrossRef
9.
go back to reference T. Graven-Nielsen, L. Arendt-Nielsen, P. Madeleine, P. Svensson, Pain mechanisms in chronic musculoskeletal conditions. Ugeskr. Laeger 172, 1824–1827 (2010) T. Graven-Nielsen, L. Arendt-Nielsen, P. Madeleine, P. Svensson, Pain mechanisms in chronic musculoskeletal conditions. Ugeskr. Laeger 172, 1824–1827 (2010)
10.
go back to reference S.M. Schabrun, P.W. Hodges, B. Vicenzino, E. Jones, L.S. Chipchase, Novel adaptations in motor cortical maps: the relation to persistent elbow pain. Med. Sci. Sports Exerc. 47, 681–690 (2015) CrossRef S.M. Schabrun, P.W. Hodges, B. Vicenzino, E. Jones, L.S. Chipchase, Novel adaptations in motor cortical maps: the relation to persistent elbow pain. Med. Sci. Sports Exerc. 47, 681–690 (2015) CrossRef
11.
go back to reference S.M. Schabrun, P.W. Hodges, Muscle pain differentially modulates short interval intracortical inhibition and intracortical facilitation in primary motor cortex. J. Pain. 13, 187–194 (2012) CrossRef S.M. Schabrun, P.W. Hodges, Muscle pain differentially modulates short interval intracortical inhibition and intracortical facilitation in primary motor cortex. J. Pain. 13, 187–194 (2012) CrossRef
12.
go back to reference S.M. Schabrun, E. Jones, J. Kloster, P.W. Hodges, Temporal association between changes in primary sensory cortex and corticomotor output during muscle pain. Neuroscience 235, 159–164 (2013) CrossRef S.M. Schabrun, E. Jones, J. Kloster, P.W. Hodges, Temporal association between changes in primary sensory cortex and corticomotor output during muscle pain. Neuroscience 235, 159–164 (2013) CrossRef
13.
go back to reference T. Graven-Nielsen, L. Arendt-Nielsen, Assessment of mechanisms in localized and widespread musculoskeletal pain. Nat. Rev. Rheumatol. 6, 599–606 (2010) CrossRef T. Graven-Nielsen, L. Arendt-Nielsen, Assessment of mechanisms in localized and widespread musculoskeletal pain. Nat. Rev. Rheumatol. 6, 599–606 (2010) CrossRef
14.
go back to reference K. Hayashi, S. Shiozawa, N. Ozaki, K. Mizumura, T. Graven-Nielsen, Repeated intramuscular injections of nerve growth factor induced progressive muscle hyperalgesia, facilitated temporal summation, and expanded pain areas. Pain 154, 2344–2352 (2013) CrossRef K. Hayashi, S. Shiozawa, N. Ozaki, K. Mizumura, T. Graven-Nielsen, Repeated intramuscular injections of nerve growth factor induced progressive muscle hyperalgesia, facilitated temporal summation, and expanded pain areas. Pain 154, 2344–2352 (2013) CrossRef
15.
go back to reference M.J. Bergin, R. Hirata, C. Mista, S.W. Christensen, K. Tucker, B. Vicenzino, P. Hodges, T. Graven-Nielsen, Movement evoked pain and mechanical hyperalgesia after intramuscular injection of nerve growth factor: a model of sustained elbow pain. Pain Med. 16, 2180–2191 (2015) CrossRef M.J. Bergin, R. Hirata, C. Mista, S.W. Christensen, K. Tucker, B. Vicenzino, P. Hodges, T. Graven-Nielsen, Movement evoked pain and mechanical hyperalgesia after intramuscular injection of nerve growth factor: a model of sustained elbow pain. Pain Med. 16, 2180–2191 (2015) CrossRef
16.
go back to reference S. Schabrun, S.W. Christensen, N. Mrachacz-Kersting, T. Graven-Nielsen, Motor cortex reorganization and impaired function in the transition to sustained muscle pain. Cereb. Cortex (2015) S. Schabrun, S.W. Christensen, N. Mrachacz-Kersting, T. Graven-Nielsen, Motor cortex reorganization and impaired function in the transition to sustained muscle pain. Cereb. Cortex (2015)
17.
go back to reference B.K. Coombes, L. Bisset, B. Vicenzino, A new integrative model of lateral epicondylalgia. Br. J. Sports Med. 43, 252–258 (2009) CrossRef B.K. Coombes, L. Bisset, B. Vicenzino, A new integrative model of lateral epicondylalgia. Br. J. Sports Med. 43, 252–258 (2009) CrossRef
18.
go back to reference M.P. Jensen, S. Hakimian, L.H. Sherlin, F. Fregni, New insights into neuromodulatory approaches for the treatment of pain. J Pain. 9, 193–199 (2008) CrossRef M.P. Jensen, S. Hakimian, L.H. Sherlin, F. Fregni, New insights into neuromodulatory approaches for the treatment of pain. J Pain. 9, 193–199 (2008) CrossRef
19.
go back to reference D.O. Hebb, The Organization of Behavior: A Neuropsychological Theory (Lawrence Erlbaum Associates Inc, Mahwah, NJ, 1949) D.O. Hebb, The Organization of Behavior: A Neuropsychological Theory (Lawrence Erlbaum Associates Inc, Mahwah, NJ, 1949)
20.
go back to reference L. Michels, M. Moazami-Goudarzi, D. Jeanmonod, Correlations between EEG and clinical outcome in chronic neuropathic pain: surgical effects and treatment resistance. Brain Imag. Behav. 5, 329–348 (2011) CrossRef L. Michels, M. Moazami-Goudarzi, D. Jeanmonod, Correlations between EEG and clinical outcome in chronic neuropathic pain: surgical effects and treatment resistance. Brain Imag. Behav. 5, 329–348 (2011) CrossRef
21.
go back to reference P.F. Chang, L. Arendt-Nielsen, T. Graven-Nielsen, A.C.N. Chen, Psychophysical and EEG responses to repeated experimental muscle pain in humans: pain intensity encodes EEG activity. Brain Res. Bull. 59, 533–543 (2003) CrossRef P.F. Chang, L. Arendt-Nielsen, T. Graven-Nielsen, A.C.N. Chen, Psychophysical and EEG responses to repeated experimental muscle pain in humans: pain intensity encodes EEG activity. Brain Res. Bull. 59, 533–543 (2003) CrossRef
22.
go back to reference M.P. Jensen, C. Grierson, V. Tracy-Smith, S.C. Bacigalupi, S. Othmer, Neurofeedback treatment for pain associated with complex regional pain syndrome type I. J. Neurother. 11, 45–53 (2007) CrossRef M.P. Jensen, C. Grierson, V. Tracy-Smith, S.C. Bacigalupi, S. Othmer, Neurofeedback treatment for pain associated with complex regional pain syndrome type I. J. Neurother. 11, 45–53 (2007) CrossRef
23.
go back to reference J. Christensen, L. Bilde, A. Gustavsson, Socio-economic consequences of pain-intensive diseases in Denmark. (2011) J. Christensen, L. Bilde, A. Gustavsson, Socio-economic consequences of pain-intensive diseases in Denmark. (2011)
24.
go back to reference D.J. McFarland, L.M. McCane, S.V. David, J.R. Wolpaw, Spatial filter selection for EEG-based communication. Electroencephalogr. Clin. Neurophysiol. 103, 386–394 (1997) CrossRef D.J. McFarland, L.M. McCane, S.V. David, J.R. Wolpaw, Spatial filter selection for EEG-based communication. Electroencephalogr. Clin. Neurophysiol. 103, 386–394 (1997) CrossRef
Metadata
Title
A Brain-Computer-Interface to Combat Musculoskeletal Pain
Authors
N. Mrachacz-Kersting
L. Yao
S. Gervasio
N. Jiang
T. S. Palsson
T. G. Nielsen
D. Falla
K. Dremstrup
D. Farina
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-57132-4_10