A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly

Tih-Shih Lee,1 Shin Yi Quek,1 Siau Juinn Alexa Goh,1 Rachel Phillips,2 Cuntai Guan,3 Yin Bun Cheung,4 Lei Feng,5 Chuan Chu Wang,3 Zheng Yang Chin,3 Haihong Zhang,3 Jimmy Lee,6 Tze Pin Ng,5 K Ranga Rama Krishnan1 1Department of Neuroscience and Behavioral Disorders, Duke-NUS Graduate Medical School,...

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Main Authors: Lee TS, Quek SY, Goh SJA, Phillips R, Guan C, Cheung YB, Feng L, Wang CC, Chin ZY, Zhang H, Lee J, Ng TP, Krishnan KRR
Format: Article
Language:English
Published: Dove Medical Press 2015-01-01
Series:Clinical Interventions in Aging
Subjects:
Online Access:https://www.dovepress.com/a-pilot-randomized-controlled-trial-using-eeg-based-brainndashcomputer-peer-reviewed-article-CIA
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spelling doaj-0e12b54cc19f489bb13831d0271a5db32020-11-24T23:39:28ZengDove Medical PressClinical Interventions in Aging1178-19982015-01-01Volume 1021722719905A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderlyLee TSQuek SYGoh SJAPhillips RGuan CCheung YBFeng LWang CCChin ZYZhang HLee JNg TPKrishnan KRRTih-Shih Lee,1 Shin Yi Quek,1 Siau Juinn Alexa Goh,1 Rachel Phillips,2 Cuntai Guan,3 Yin Bun Cheung,4 Lei Feng,5 Chuan Chu Wang,3 Zheng Yang Chin,3 Haihong Zhang,3 Jimmy Lee,6 Tze Pin Ng,5 K Ranga Rama Krishnan1 1Department of Neuroscience and Behavioral Disorders, Duke-NUS Graduate Medical School, Singapore; 2Singapore Clinical Research Institute, Singapore; 3Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore; 4Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore; 5Department of Psychological Medicine, National University of Singapore, Singapore; 6Department of General Psychiatry/Department of Research, Institute of Mental Health, Singapore Background: There is growing evidence that cognitive training (CT) can improve the cognitive functioning of the elderly. CT may be influenced by cultural and linguistic factors, but research examining CT programs has mostly been conducted on Western populations. We have developed an innovative electroencephalography (EEG)-based brain–computer interface (BCI) CT program that has shown preliminary efficacy in improving cognition in 32 healthy English-speaking elderly adults in Singapore. In this second pilot trial, we examine the acceptability, safety, and preliminary efficacy of our BCI CT program in healthy Chinese-speaking Singaporean elderly.Methods: Thirty-nine elderly participants were randomized into intervention (n=21) and waitlist control (n=18) arms. Intervention consisted of 24 half-hour sessions with our BCI-based CT training system to be completed in 8 weeks; the control arm received the same intervention after an initial 8-week waiting period. At the end of the training, a usability and acceptability questionnaire was administered. Efficacy was measured using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), which was translated and culturally adapted for the Chinese-speaking local population. Users were asked about any adverse events experienced after each session as a safety measure.Results: The training was deemed easily usable and acceptable by senior users. The median difference in the change scores pre- and post-training of the modified RBANS total score was 8.0 (95% confidence interval [CI]: 0.0–16.0, P=0.042) higher in the intervention arm than waitlist control, while the mean difference was 9.0 (95% CI: 1.7–16.2, P=0.017). Ten (30.3%) participants reported a total of 16 adverse events – all of which were graded “mild” except for one graded “moderate”.Conclusion: Our BCI training system shows potential in improving cognition in both English- and Chinese-speaking elderly, and deserves further evaluation in a Phase III trial. Overall, participants responded positively on the usability and acceptability questionnaire. Keywords: cognitive training, neuro-feedback, memory, attentionhttps://www.dovepress.com/a-pilot-randomized-controlled-trial-using-eeg-based-brainndashcomputer-peer-reviewed-article-CIABrain Computer Interfacecognitive trainingneurofeedbackmemoryattention
collection DOAJ
language English
format Article
sources DOAJ
author Lee TS
Quek SY
Goh SJA
Phillips R
Guan C
Cheung YB
Feng L
Wang CC
Chin ZY
Zhang H
Lee J
Ng TP
Krishnan KRR
spellingShingle Lee TS
Quek SY
Goh SJA
Phillips R
Guan C
Cheung YB
Feng L
Wang CC
Chin ZY
Zhang H
Lee J
Ng TP
Krishnan KRR
A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
Clinical Interventions in Aging
Brain Computer Interface
cognitive training
neurofeedback
memory
attention
author_facet Lee TS
Quek SY
Goh SJA
Phillips R
Guan C
Cheung YB
Feng L
Wang CC
Chin ZY
Zhang H
Lee J
Ng TP
Krishnan KRR
author_sort Lee TS
title A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
title_short A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
title_full A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
title_fullStr A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
title_full_unstemmed A pilot randomized controlled trial using EEG-based brain–computer interface training for a Chinese-speaking group of healthy elderly
title_sort pilot randomized controlled trial using eeg-based brain–computer interface training for a chinese-speaking group of healthy elderly
publisher Dove Medical Press
series Clinical Interventions in Aging
issn 1178-1998
publishDate 2015-01-01
description Tih-Shih Lee,1 Shin Yi Quek,1 Siau Juinn Alexa Goh,1 Rachel Phillips,2 Cuntai Guan,3 Yin Bun Cheung,4 Lei Feng,5 Chuan Chu Wang,3 Zheng Yang Chin,3 Haihong Zhang,3 Jimmy Lee,6 Tze Pin Ng,5 K Ranga Rama Krishnan1 1Department of Neuroscience and Behavioral Disorders, Duke-NUS Graduate Medical School, Singapore; 2Singapore Clinical Research Institute, Singapore; 3Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore; 4Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore; 5Department of Psychological Medicine, National University of Singapore, Singapore; 6Department of General Psychiatry/Department of Research, Institute of Mental Health, Singapore Background: There is growing evidence that cognitive training (CT) can improve the cognitive functioning of the elderly. CT may be influenced by cultural and linguistic factors, but research examining CT programs has mostly been conducted on Western populations. We have developed an innovative electroencephalography (EEG)-based brain–computer interface (BCI) CT program that has shown preliminary efficacy in improving cognition in 32 healthy English-speaking elderly adults in Singapore. In this second pilot trial, we examine the acceptability, safety, and preliminary efficacy of our BCI CT program in healthy Chinese-speaking Singaporean elderly.Methods: Thirty-nine elderly participants were randomized into intervention (n=21) and waitlist control (n=18) arms. Intervention consisted of 24 half-hour sessions with our BCI-based CT training system to be completed in 8 weeks; the control arm received the same intervention after an initial 8-week waiting period. At the end of the training, a usability and acceptability questionnaire was administered. Efficacy was measured using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), which was translated and culturally adapted for the Chinese-speaking local population. Users were asked about any adverse events experienced after each session as a safety measure.Results: The training was deemed easily usable and acceptable by senior users. The median difference in the change scores pre- and post-training of the modified RBANS total score was 8.0 (95% confidence interval [CI]: 0.0–16.0, P=0.042) higher in the intervention arm than waitlist control, while the mean difference was 9.0 (95% CI: 1.7–16.2, P=0.017). Ten (30.3%) participants reported a total of 16 adverse events – all of which were graded “mild” except for one graded “moderate”.Conclusion: Our BCI training system shows potential in improving cognition in both English- and Chinese-speaking elderly, and deserves further evaluation in a Phase III trial. Overall, participants responded positively on the usability and acceptability questionnaire. Keywords: cognitive training, neuro-feedback, memory, attention
topic Brain Computer Interface
cognitive training
neurofeedback
memory
attention
url https://www.dovepress.com/a-pilot-randomized-controlled-trial-using-eeg-based-brainndashcomputer-peer-reviewed-article-CIA
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