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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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