Cargando…

An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness

The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces...

Descripción completa

Detalles Bibliográficos
Autores principales: Xiao, Jun, Xie, Qiuyou, He, Yanbin, Yu, Tianyou, Lu, Shenglin, Huang, Ningmeng, Yu, Ronghao, Li, Yuanqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5020373/
https://www.ncbi.nlm.nih.gov/pubmed/27620348
http://dx.doi.org/10.1038/srep32917
_version_ 1782453193664364544
author Xiao, Jun
Xie, Qiuyou
He, Yanbin
Yu, Tianyou
Lu, Shenglin
Huang, Ningmeng
Yu, Ronghao
Li, Yuanqing
author_facet Xiao, Jun
Xie, Qiuyou
He, Yanbin
Yu, Tianyou
Lu, Shenglin
Huang, Ningmeng
Yu, Ronghao
Li, Yuanqing
author_sort Xiao, Jun
collection PubMed
description The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces (BCIs), which directly detect brain activities without any behavioral expression, can be used to evaluate a patient’s state. In this study, we explored the application of BCIs in assisting CRS-R assessments of DOC patients. Specifically, an auditory passive EEG-based BCI system with an oddball paradigm was proposed to facilitate the evaluation of one item of the auditory function scale in the CRS-R – the auditory startle. The results obtained from five healthy subjects validated the efficacy of the BCI system. Nineteen DOC patients participated in the CRS-R and BCI assessments, of which three patients exhibited no responses in the CRS-R assessment but were responsive to auditory startle in the BCI assessment. These results revealed that a proportion of DOC patients who have no behavioral responses in the CRS-R assessment can generate neural responses, which can be detected by our BCI system. Therefore, the proposed BCI may provide more sensitive results than the CRS-R and thus assist CRS-R behavioral assessments.
format Online
Article
Text
id pubmed-5020373
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-50203732016-09-20 An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness Xiao, Jun Xie, Qiuyou He, Yanbin Yu, Tianyou Lu, Shenglin Huang, Ningmeng Yu, Ronghao Li, Yuanqing Sci Rep Article The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces (BCIs), which directly detect brain activities without any behavioral expression, can be used to evaluate a patient’s state. In this study, we explored the application of BCIs in assisting CRS-R assessments of DOC patients. Specifically, an auditory passive EEG-based BCI system with an oddball paradigm was proposed to facilitate the evaluation of one item of the auditory function scale in the CRS-R – the auditory startle. The results obtained from five healthy subjects validated the efficacy of the BCI system. Nineteen DOC patients participated in the CRS-R and BCI assessments, of which three patients exhibited no responses in the CRS-R assessment but were responsive to auditory startle in the BCI assessment. These results revealed that a proportion of DOC patients who have no behavioral responses in the CRS-R assessment can generate neural responses, which can be detected by our BCI system. Therefore, the proposed BCI may provide more sensitive results than the CRS-R and thus assist CRS-R behavioral assessments. Nature Publishing Group 2016-09-13 /pmc/articles/PMC5020373/ /pubmed/27620348 http://dx.doi.org/10.1038/srep32917 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Xiao, Jun
Xie, Qiuyou
He, Yanbin
Yu, Tianyou
Lu, Shenglin
Huang, Ningmeng
Yu, Ronghao
Li, Yuanqing
An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title_full An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title_fullStr An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title_full_unstemmed An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title_short An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
title_sort auditory bci system for assisting crs-r behavioral assessment in patients with disorders of consciousness
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5020373/
https://www.ncbi.nlm.nih.gov/pubmed/27620348
http://dx.doi.org/10.1038/srep32917
work_keys_str_mv AT xiaojun anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT xieqiuyou anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT heyanbin anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT yutianyou anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT lushenglin anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT huangningmeng anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT yuronghao anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT liyuanqing anauditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT xiaojun auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT xieqiuyou auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT heyanbin auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT yutianyou auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT lushenglin auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT huangningmeng auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT yuronghao auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness
AT liyuanqing auditorybcisystemforassistingcrsrbehavioralassessmentinpatientswithdisordersofconsciousness