Literature DB >> 28113590

Neurofeedback Control in Parkinsonian Patients Using Electrocorticography Signals Accessed Wirelessly With a Chronic, Fully Implanted Device.

Preeya Khanna, Nicole C Swann, Coralie de Hemptinne, Svjetlana Miocinovic, Andrew Miller, Philip A Starr, Jose M Carmena.   

Abstract

Parkinson's disease (PD) is characterized by motor symptoms such as rigidity and bradykinesia that prevent normal movement. Beta band oscillations (13-30 Hz) in neural local field potentials (LFPs) have been associated with these motor symptoms. Here, three PD patients implanted with a therapeutic deep brain neural stimulator that can also record and wirelessly stream neural data played a neurofeedback game where they modulated their beta band power from sensorimotor cortical areas. Patients' beta band power was streamed in real-time to update the position of a cursor that they tried to drive into a cued target. After playing the game for 1-2 hours each, all three patients exhibited above chance-level performance regardless of subcortical stimulation levels. This study, for the first time, demonstrates using an invasive neural recording system for at-home neurofeedback training. Future work will investigate chronic neurofeedback training as a potentially therapeutic tool for patients with neurological disorders.

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Year:  2016        PMID: 28113590      PMCID: PMC5745199          DOI: 10.1109/TNSRE.2016.2597243

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   3.802


  38 in total

1.  Bayesian population decoding of motor cortical activity using a Kalman filter.

Authors:  Wei Wu; Yun Gao; Elie Bienenstock; John P Donoghue; Michael J Black
Journal:  Neural Comput       Date:  2006-01       Impact factor: 2.026

2.  Reduction in subthalamic 8-35 Hz oscillatory activity correlates with clinical improvement in Parkinson's disease.

Authors:  Andrea A Kühn; Andreas Kupsch; Gerd-Helge Schneider; Peter Brown
Journal:  Eur J Neurosci       Date:  2006-04       Impact factor: 3.386

3.  Distinct EEG effects related to neurofeedback training in children with ADHD: a randomized controlled trial.

Authors:  Holger Gevensleben; Birgit Holl; Björn Albrecht; Dieter Schlamp; Oliver Kratz; Petra Studer; Susanne Wangler; Aribert Rothenberger; Gunther H Moll; Hartmut Heinrich
Journal:  Int J Psychophysiol       Date:  2009-08-25       Impact factor: 2.997

Review 4.  Deep brain stimulation for the treatment of epilepsy: circuits, targets, and trials.

Authors:  Nealen G Laxpati; Willard S Kasoff; Robert E Gross
Journal:  Neurotherapeutics       Date:  2014-07       Impact factor: 7.620

5.  Cortico-cortical coupling in Parkinson's disease and its modulation by therapy.

Authors:  Paul Silberstein; Alek Pogosyan; Andrea A Kühn; Gary Hotton; Stephen Tisch; Andreas Kupsch; Patricia Dowsey-Limousin; Marwan I Hariz; Peter Brown
Journal:  Brain       Date:  2005-03-17       Impact factor: 13.501

Review 6.  Basal ganglia local field potential activity: character and functional significance in the human.

Authors:  Peter Brown; David Williams
Journal:  Clin Neurophysiol       Date:  2005-07-18       Impact factor: 3.708

Review 7.  Deep brain stimulation for disorders of memory and cognition.

Authors:  Tejas Sankar; Nir Lipsman; Andres M Lozano
Journal:  Neurotherapeutics       Date:  2014-07       Impact factor: 7.620

8.  Effects of stimulation of the subthalamic area on oscillatory pallidal activity in Parkinson's disease.

Authors:  Peter Brown; Paolo Mazzone; Antonio Oliviero; Maria Grazia Altibrandi; Fabio Pilato; Pietro A Tonali; Vincenzo Di Lazzaro
Journal:  Exp Neurol       Date:  2004-08       Impact factor: 5.330

9.  Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization.

Authors:  N E Crone; D L Miglioretti; B Gordon; J M Sieracki; M T Wilson; S Uematsu; R P Lesser
Journal:  Brain       Date:  1998-12       Impact factor: 13.501

10.  High-frequency stimulation of the subthalamic nucleus suppresses oscillatory beta activity in patients with Parkinson's disease in parallel with improvement in motor performance.

Authors:  Andrea A Kühn; Florian Kempf; Christof Brücke; Louise Gaynor Doyle; Irene Martinez-Torres; Alek Pogosyan; Thomas Trottenberg; Andreas Kupsch; Gerd-Helge Schneider; Marwan I Hariz; Wim Vandenberghe; Bart Nuttin; Peter Brown
Journal:  J Neurosci       Date:  2008-06-11       Impact factor: 6.167

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  13 in total

1.  Beta Oscillation-Targeted Neurofeedback Training Based on Subthalamic LFPs in Parkinsonian Patients.

Authors:  Shenghong He; Emilie Syed; Flavie Torrecillos; Gerd Tinkhauser; Petra Fischer; Alek Pogosyan; Erlick Pereira; Keyoumars Ashkan; Harutomo Hasegawa; Peter Brown; Huiling Tan
Journal:  Int IEEE EMBS Conf Neural Eng       Date:  2019-03

Review 2.  Physiological properties of brain-machine interface input signals.

Authors:  Marc W Slutzky; Robert D Flint
Journal:  J Neurophysiol       Date:  2017-06-14       Impact factor: 2.714

3.  Beta band oscillations in motor cortex reflect neural population signals that delay movement onset.

Authors:  Preeya Khanna; Jose M Carmena
Journal:  Elife       Date:  2017-05-03       Impact factor: 8.140

Review 4.  Deep brain stimulation for Parkinson's Disease: A Review and Future Outlook.

Authors:  Anahita Malvea; Farbod Babaei; Chadwick Boulay; Adam Sachs; Jeongwon Park
Journal:  Biomed Eng Lett       Date:  2022-04-19

5.  Adaptive deep brain stimulation for Parkinson's disease using motor cortex sensing.

Authors:  Nicole C Swann; Coralie de Hemptinne; Margaret C Thompson; Svjetlana Miocinovic; Andrew M Miller; Ro'ee Gilron; Jill L Ostrem; Howard J Chizeck; Philip A Starr
Journal:  J Neural Eng       Date:  2018-05-09       Impact factor: 5.379

6.  Parkinsonism and vigilance: alteration in neural oscillatory activity and phase-amplitude coupling in the basal ganglia and motor cortex.

Authors:  David Escobar Sanabria; Luke A Johnson; Shane D Nebeck; Jianyu Zhang; Matthew D Johnson; Kenneth B Baker; Gregory F Molnar; Jerrold L Vitek
Journal:  J Neurophysiol       Date:  2017-08-23       Impact factor: 2.714

7.  Realtime phase-amplitude coupling analysis of micro electrode recorded brain signals.

Authors:  David Chao-Chia Lu; Chadwick Boulay; Adrian D C Chan; Adam J Sachs
Journal:  PLoS One       Date:  2018-09-28       Impact factor: 3.240

8.  Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment.

Authors:  Guangying Pei; Jinglong Wu; Duanduan Chen; Guoxin Guo; Shuozhen Liu; Mingxuan Hong; Tianyi Yan
Journal:  Sensors (Basel)       Date:  2018-10-11       Impact factor: 3.576

9.  The Evolution of Neuromodulation in the Treatment of Chronic Pain: Forward-Looking Perspectives.

Authors:  Michael A Fishman; Ajay Antony; Michael Esposito; Timothy Deer; Robert Levy
Journal:  Pain Med       Date:  2019-06-01       Impact factor: 3.750

Review 10.  Totally Implantable Bidirectional Neural Prostheses: A Flexible Platform for Innovation in Neuromodulation.

Authors:  Philip A Starr
Journal:  Front Neurosci       Date:  2018-09-07       Impact factor: 4.677

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