Functional Magnetic Resonance Imaging Neurofeedback-guided Motor Imagery Training and Motor Training for Parkinson’s Disease: Randomized Trial

Article


Subramanian, Leena, Busse-Morris, Monica, Brosnan, Meadhbh, Turner, D., Morris, Huw R. and Linden, David E. J. 2016. Functional Magnetic Resonance Imaging Neurofeedback-guided Motor Imagery Training and Motor Training for Parkinson’s Disease: Randomized Trial. Frontiers in Behavioural Neuroscience. 10, p. Art.111. https://doi.org/10.3389/fnbeh.2016.00111
AuthorsSubramanian, Leena, Busse-Morris, Monica, Brosnan, Meadhbh, Turner, D., Morris, Huw R. and Linden, David E. J.
Abstract

Objective: Real-time functional magnetic resonance imaging (rt-fMRI) neurofeedback (NF) uses feedback of the patient’s own brain activity to self-regulate brain networks which in turn could lead to a change in behaviour and clinical symptoms. The objective was to determine the effect of neurofeedback and motor training and motor training (MOT) alone on motor and non-motor functions in Parkinson’s disease (PD) in a 10-week small Phase I randomised controlled trial.
Methods: 30 patients with PD (Hoehn & Yahr I-III) and no significant comorbidity took part in the trial with random allocation to two groups. Group 1 (NF: 15 patients) received rt-fMRI-NF with motor training. Group 2 (MOT: 15 patients) received motor training alone. The primary outcome measure was the Movement Disorder Society – Unified Parkinson’s Disease Rating Scale-Motor scale (MDS-UPDRS-MS), administered pre- and post-intervention ‘off-medication’. The secondary outcome measures were the ‘on-medication’ MDS-UPDRS, the Parkinson’s disease Questionnaire-39, and quantitative motor assessments after 4 and 10 weeks.
Results: Patients in the NF group were able to upregulate activity in the supplementary motor area by using motor imagery. They improved by an average of 4.5 points on the MDS-UPDRS-MS in the ‘off-medication’ state (95% confidence interval: -2.5 to -6.6), whereas the MOT group improved only by 1.9 points (95% confidence interval +3.2 to -6.8). However, the improvement did not differ significantly between the groups. No adverse events were reported in either group.
Interpretation: This Phase I study suggests that NF combined with motor training is safe and improves motor symptoms immediately after treatment, but larger trials are needed to explore its superiority over active control conditions.

Clinical Trial website : Unique Identifier: NCT01867827
URL: https://clinicaltrials.gov/ct2/show/NCT01867827?term=NCT01867827&...

JournalFrontiers in Behavioural Neuroscience
Journal citation10, p. Art.111
ISSN1662-5153
Year2016
PublisherFrontiers Media
Publisher's version
License
CC BY
Digital Object Identifier (DOI)https://doi.org/10.3389/fnbeh.2016.00111
Publication dates
Print08 Jun 2016
Publication process dates
Deposited31 May 2016
Accepted23 May 2016
Accepted23 May 2016
FunderWellcome Trust Institutional Strategic Support Fund
European Union Seventh Framework Programme
Wellcome Trust
Seventh Framework Programme
Copyright information© 2016 The authors. This Document is Protected by copyright and was first published by Frontiers. All rights reserved. it is reproduced with permission.
Permalink -

https://repository.uel.ac.uk/item/8508w

Download files


Publisher's version
Turner_Frontiers.pdf
License: CC BY

  • 205
    total views
  • 182
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Economic evaluation of robot-assisted training versus an enhanced upper limb therapy programme or usual care for patients with moderate or severe upper limb functional limitation due to stroke: results from the RATULS randomised controlled trial
Fernandez-Garcia, C., Ternent, L., Homer, T. M., Rodgers, H., Bosomworth, H., Shaw, L., Aird, L., Andole, S., Cohen, D., Dawson, J., Finch, T., Ford, G., Francis, R., Hogg, S., Hughes, N., Krebs, H. I., Price, C., Turner, D., Van Wijck, F., Wilkes, S., Wilson, N. and Vale, L. 2021. Economic evaluation of robot-assisted training versus an enhanced upper limb therapy programme or usual care for patients with moderate or severe upper limb functional limitation due to stroke: results from the RATULS randomised controlled trial. BMJ Open. 11 (Art. e042081). https://doi.org/10.1136/bmjopen-2020-042081
Motor adaptation and internal model formation in a robot-mediated forcefield
Taga, M., Curci, A., Pizzamiglio, S., Lacal, I., Turner, D. and Fu, C. 2021. Motor adaptation and internal model formation in a robot-mediated forcefield. Psychoradiology. 1 (2), p. 73–87. https://doi.org/10.1093/psyrad/kkab007
Robot-assisted training compared with an enhanced upper limb therapy programme and with usual care for upper limb functional limitation after stroke: the RATULS three-group RCT
Rodgers, H., Bosomworth, H., Krebs, H. I., van Wijck, F., Howel, D., Wilson, N., Finch, T., Alvarado, N., Ternent, L., Fernandez-Garcia, C., Aird, L., Andole, S., Cohen, D. L., Dawson, J., Ford, G. A., Francis, R., Hogg, S., Hughes, N., Price, C. I., Turner, D. L., Vale, L., Wilkes, S. and Shaw, L. 2020. Robot-assisted training compared with an enhanced upper limb therapy programme and with usual care for upper limb functional limitation after stroke: the RATULS three-group RCT. Health Technology Assessment. 24 (54). https://doi.org/10.3310/hta24540
Evaluation of the enhanced upper limb therapy programme within the Robot-Assisted Training for the Upper Limb after Stroke trial: descriptive analysis of intervention fidelity, goal selection and goal achievement
Bosomworth, H., Rodgers, H., Shaw, L., Smith, L., Aird, L., Howe, D., Wilson, N., Alvarado, N., Andole, S., Cohen, D., Dawson, J., Fernandez-Garcia, C., Finch, T., Ford, G. A., Francis, R., Hogg, S., Hughes, N., Price, C. I., Ternent, L., Vale, L., Turner, D., Wilkes, S., Krebs, H. I. and van Wijck, F. 2020. Evaluation of the enhanced upper limb therapy programme within the Robot-Assisted Training for the Upper Limb after Stroke trial: descriptive analysis of intervention fidelity, goal selection and goal achievement. Clinical Rehabilitation. 35 (1), pp. 119-134. https://doi.org/10.1177/0269215520953833
Graded fMRI Neurofeedback Training of Motor Imagery in Middle Cerebral Artery Stroke Patients: A Preregistered Proof-of-Concept Study
Mehler, D. M. A., Williams, A. N., Whittaker, J. R., Krause, F., Lührs, M., Kunas, S., Wise, R. G., Shetty H. G. M., Turner, D. and Linden, D. E. J. 2020. Graded fMRI Neurofeedback Training of Motor Imagery in Middle Cerebral Artery Stroke Patients: A Preregistered Proof-of-Concept Study. Frontiers in Human Neuroscience. 14 (Art. 226). https://doi.org/10.3389/fnhum.2020.00226
Robot assisted training for the upper limb after stroke (RATULS): a multicentre randomised controlled trial
Rodgers, H., Bosomworth, H., Krebs, H. I., van Wijck, F., Howel, D., Wilson, N., Aird, L., Alvarado, N., Andole, S., Cohen, D. L., Dawson, J., Fernandez-Garcia, C., Finch, T., Ford, G. A., Francis, R., Hogg, S., Hughes, N., Price, C. I., Ternent, L., Turner, D., Vale, L., Wilkes, S. and Shaw, L. 2019. Robot assisted training for the upper limb after stroke (RATULS): a multicentre randomised controlled trial. Lancet. 394 (10192), pp. 51-62. https://doi.org/10.1016/S0140-6736(19)31055-4
Dynamics of brain connectivity after stroke
Desowska, A. and Turner, D. 2019. Dynamics of brain connectivity after stroke. Reviews in the Neurosciences. 30 (6), p. 605–623. https://doi.org/10.1515/revneuro-2018-0082
The BOLD response in primary motor cortex and supplementary motor area during kinesthetic motor imagery based graded fMRI neurofeedback
Mehler, David M.A., Williams, Angharad N., Krause, Florian, Lührs, Michael, Wise, Richard G., Turner, D., Linden, David E.J. and Whittaker, Joseph R. 2018. The BOLD response in primary motor cortex and supplementary motor area during kinesthetic motor imagery based graded fMRI neurofeedback. NeuroImage. 184, pp. 36-44. https://doi.org/10.1016/j.neuroimage.2018.09.007
Resting-state functional connectivity predicts the ability to adapt to robot-mediated force fields
Faiman, Irene, Pizzamiglio, S. and Turner, D. 2018. Resting-state functional connectivity predicts the ability to adapt to robot-mediated force fields. NeuroImage. 174, pp. 494-503. https://doi.org/10.1016/j.neuroimage.2018.03.054
Neural Predictors of Gait Stability When Walking Freely in the Real-World.
Pizzamiglio, S., Abdalla, H., Naeem, U. and Turner, D. 2018. Neural Predictors of Gait Stability When Walking Freely in the Real-World. Journal of NeuroEngineering and Rehabilitation. 15 (11). https://doi.org/10.1186/s12984-018-0357-z
Advanced technology for gait rehabilitation --- An overview
Mikolajczyk, Tadeusz, Ciobanu, Ileana, Badea, Joana, Iliescu, Alina, Pizzamiglio, S., Schauer, Thomas, See, Thomas, Seicu, Lucien, Turner, D. and Berteanu, Mihai 2018. Advanced technology for gait rehabilitation --- An overview. Advances in Mechanical Engineering. 10 (7), pp. 1-19. https://doi.org/10.1177/1687814018783627
Neural correlates of single- and dual-task walking in the real world
Pizzamiglio, Sara, Naeem, U., Abdalla, H. and Turner, D. 2017. Neural correlates of single- and dual-task walking in the real world. Frontiers in Human Neuroscience. 11, p. Art 460. https://doi.org/10.3389/fnhum.2017.00460
Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial
Rodgers, Helen, Shaw, Lisa, Bosomworth, Helen, Aird, Lydia, Alvarado, Natasha, Andole, Sreeman, Cohen, David L., Dawson, Jesse, Eyre, Janet, Finch, Tracy, Ford, Gary A., Hislop, Jennifer, Hogg, Steven, Howel, Denise, Hughes, Niall, Krebs, Hermano Igo, Price, Christopher, Rochester, Lynn, Stamp, Elaine, Ternent, Laura, Turner, D., Vale, Luke, Warburton, Elizabeth, van Wijck, Frederike and Wilkes, Scott 2017. Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial. Trials. 18, p. Art. 340. https://doi.org/10.1186/s13063-017-2083-4
High-Frequency Intermuscular Coherence between Arm Muscles during Robot-Mediated Motor Adaptation
Pizzamiglio, Sara, De Lillo, Martina, Naeem, U., Abdalla, Hassan and Turner, D. 2017. High-Frequency Intermuscular Coherence between Arm Muscles during Robot-Mediated Motor Adaptation. Frontiers in Physiology. 7 (668), pp. 1-14. https://doi.org/10.3389/fphys.2016.00668
Muscle co-contraction patterns in robot-mediated force field learningto guide specific muscle group training
Pizzamiglio, S., Desowska, A., Mohajer Shojaii, P., Taga, M. and Turner, D. 2017. Muscle co-contraction patterns in robot-mediated force field learningto guide specific muscle group training. NeuroRehabilitation. 41 (1), pp. 17-29. https://doi.org/10.3233/NRE-171453
A Mutlimodal Approach to Measure the Levels Distraction of Pedestrians using Mobile Sensing
Pizzamiglio, S., Naeem, U., ur Réhman, Shafiq, Sharif, M., Abdalla, H. and Turner, D. 2017. A Mutlimodal Approach to Measure the Levels Distraction of Pedestrians using Mobile Sensing. Procedia Computer Science. 113, pp. 89-96. https://doi.org/10.1016/j.procs.2017.08.297
Real-time functional magnetic resonance imaging neurofeedback in motor neurorehabilitation
Linden, David E.J. and Turner, D. 2016. Real-time functional magnetic resonance imaging neurofeedback in motor neurorehabilitation. Current Opinion in Neurology. 29 (4), pp. 412-418. https://doi.org/10.1097/WCO.0000000000000340
Spinal plasticity in robot-mediated therapy for the lower limbs
Stevenson, Andrew JT, Mrachacz-Kersting, Natalie, van Asseldonk, Edwin, Turner, D. and Spaich, Erika G. 2015. Spinal plasticity in robot-mediated therapy for the lower limbs. Journal of NeuroEngineering and Rehabilitation. 12 (1).
Neurophysiology of Robot-Mediated Training and Therapy: A Perspective for Future Use in Clinical Populations
Turner, D., Ramos-Murguialday, Ander, Birbaumer, Niels, Hoffmann, Ulrich and Luft, Andreas 2013. Neurophysiology of Robot-Mediated Training and Therapy: A Perspective for Future Use in Clinical Populations. Frontiers in Neurology. 4 (184).
Neurophysiology of Robot-Mediated Training and Therapy: A Perspective for Future Use in Clinical Populations
Turner, D., Ramos-Murguialday, Ander, Birbaumer, Niels, Hoffmann, Ulrich and Luft, Andreas 2013. Neurophysiology of Robot-Mediated Training and Therapy: A Perspective for Future Use in Clinical Populations. Frontiers in Neurology. 4 (184).
Modulation of internal model formation during force field-induced motor learning by anodal transcranial direct current stimulation of primary motor cortex
Hunter, Timothy, Sacco, Paul, Nitsche, Michael A. and Turner, D. 2009. Modulation of internal model formation during force field-induced motor learning by anodal transcranial direct current stimulation of primary motor cortex. Journal of Physiology. 587 (12).