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Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index
The difficulties of behavioral evaluation of prolonged disorders of consciousness (DOC) motivate the development of brain-based diagnostic approaches. The perturbational complexity index (PCI), which measures the complexity of electroencephalographic (EEG) responses to transcranial magnetic stimulat...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760168/ https://www.ncbi.nlm.nih.gov/pubmed/33260944 http://dx.doi.org/10.3390/brainsci10120917 |
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author | Sinitsyn, Dmitry O. Poydasheva, Alexandra G. Bakulin, Ilya S. Legostaeva, Liudmila A. Iazeva, Elizaveta G. Sergeev, Dmitry V. Sergeeva, Anastasia N. Kremneva, Elena I. Morozova, Sofya N. Lagoda, Dmitry Yu. Casarotto, Silvia Comanducci, Angela Ryabinkina, Yulia V. Suponeva, Natalia A. Piradov, Michael A. |
author_facet | Sinitsyn, Dmitry O. Poydasheva, Alexandra G. Bakulin, Ilya S. Legostaeva, Liudmila A. Iazeva, Elizaveta G. Sergeev, Dmitry V. Sergeeva, Anastasia N. Kremneva, Elena I. Morozova, Sofya N. Lagoda, Dmitry Yu. Casarotto, Silvia Comanducci, Angela Ryabinkina, Yulia V. Suponeva, Natalia A. Piradov, Michael A. |
author_sort | Sinitsyn, Dmitry O. |
collection | PubMed |
description | The difficulties of behavioral evaluation of prolonged disorders of consciousness (DOC) motivate the development of brain-based diagnostic approaches. The perturbational complexity index (PCI), which measures the complexity of electroencephalographic (EEG) responses to transcranial magnetic stimulation (TMS), showed a remarkable sensitivity in detecting minimal signs of consciousness in previous studies. Here, we tested the reliability of PCI in an independently collected sample of 24 severely brain-injured patients, including 11 unresponsive wakefulness syndrome (UWS), 12 minimally conscious state (MCS) patients, and 1 emergence from MCS patient. We found that the individual maximum PCI value across stimulation sites fell within the consciousness range (i.e., was higher than PCI*, which is an empirical cutoff previously validated on a benchmark population) in 11 MCS patients, yielding a sensitivity of 92% that surpassed qualitative evaluation of resting EEG. Most UWS patients (n = 7, 64%) showed a slow and stereotypical TMS-EEG response, associated with low-complexity PCI values (i.e., ≤PCI*). Four UWS patients (36%) provided high-complexity PCI values, which might suggest a covert capacity for consciousness. In conclusion, this study successfully replicated the performance of PCI in discriminating between UWS and MCS patients, further motivating the application of TMS-EEG in the workflow of DOC evaluation. |
format | Online Article Text |
id | pubmed-7760168 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77601682020-12-26 Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index Sinitsyn, Dmitry O. Poydasheva, Alexandra G. Bakulin, Ilya S. Legostaeva, Liudmila A. Iazeva, Elizaveta G. Sergeev, Dmitry V. Sergeeva, Anastasia N. Kremneva, Elena I. Morozova, Sofya N. Lagoda, Dmitry Yu. Casarotto, Silvia Comanducci, Angela Ryabinkina, Yulia V. Suponeva, Natalia A. Piradov, Michael A. Brain Sci Article The difficulties of behavioral evaluation of prolonged disorders of consciousness (DOC) motivate the development of brain-based diagnostic approaches. The perturbational complexity index (PCI), which measures the complexity of electroencephalographic (EEG) responses to transcranial magnetic stimulation (TMS), showed a remarkable sensitivity in detecting minimal signs of consciousness in previous studies. Here, we tested the reliability of PCI in an independently collected sample of 24 severely brain-injured patients, including 11 unresponsive wakefulness syndrome (UWS), 12 minimally conscious state (MCS) patients, and 1 emergence from MCS patient. We found that the individual maximum PCI value across stimulation sites fell within the consciousness range (i.e., was higher than PCI*, which is an empirical cutoff previously validated on a benchmark population) in 11 MCS patients, yielding a sensitivity of 92% that surpassed qualitative evaluation of resting EEG. Most UWS patients (n = 7, 64%) showed a slow and stereotypical TMS-EEG response, associated with low-complexity PCI values (i.e., ≤PCI*). Four UWS patients (36%) provided high-complexity PCI values, which might suggest a covert capacity for consciousness. In conclusion, this study successfully replicated the performance of PCI in discriminating between UWS and MCS patients, further motivating the application of TMS-EEG in the workflow of DOC evaluation. MDPI 2020-11-27 /pmc/articles/PMC7760168/ /pubmed/33260944 http://dx.doi.org/10.3390/brainsci10120917 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sinitsyn, Dmitry O. Poydasheva, Alexandra G. Bakulin, Ilya S. Legostaeva, Liudmila A. Iazeva, Elizaveta G. Sergeev, Dmitry V. Sergeeva, Anastasia N. Kremneva, Elena I. Morozova, Sofya N. Lagoda, Dmitry Yu. Casarotto, Silvia Comanducci, Angela Ryabinkina, Yulia V. Suponeva, Natalia A. Piradov, Michael A. Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title | Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title_full | Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title_fullStr | Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title_full_unstemmed | Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title_short | Detecting the Potential for Consciousness in Unresponsive Patients Using the Perturbational Complexity Index |
title_sort | detecting the potential for consciousness in unresponsive patients using the perturbational complexity index |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760168/ https://www.ncbi.nlm.nih.gov/pubmed/33260944 http://dx.doi.org/10.3390/brainsci10120917 |
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