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Stratification of unresponsive patients by an independently validated index of brain complexity

OBJECTIVE: Validating objective, brain‐based indices of consciousness in behaviorally unresponsive patients represents a challenge due to the impossibility of obtaining independent evidence through subjective reports. Here we address this problem by first validating a promising metric of consciousne...

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Autores principales: Casarotto, Silvia, Comanducci, Angela, Rosanova, Mario, Sarasso, Simone, Fecchio, Matteo, Napolitani, Martino, Pigorini, Andrea, G. Casali, Adenauer, Trimarchi, Pietro D., Boly, Melanie, Gosseries, Olivia, Bodart, Olivier, Curto, Francesco, Landi, Cristina, Mariotti, Maurizio, Devalle, Guya, Laureys, Steven, Tononi, Giulio, Massimini, Marcello
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5132045/
https://www.ncbi.nlm.nih.gov/pubmed/27717082
http://dx.doi.org/10.1002/ana.24779
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author Casarotto, Silvia
Comanducci, Angela
Rosanova, Mario
Sarasso, Simone
Fecchio, Matteo
Napolitani, Martino
Pigorini, Andrea
G. Casali, Adenauer
Trimarchi, Pietro D.
Boly, Melanie
Gosseries, Olivia
Bodart, Olivier
Curto, Francesco
Landi, Cristina
Mariotti, Maurizio
Devalle, Guya
Laureys, Steven
Tononi, Giulio
Massimini, Marcello
author_facet Casarotto, Silvia
Comanducci, Angela
Rosanova, Mario
Sarasso, Simone
Fecchio, Matteo
Napolitani, Martino
Pigorini, Andrea
G. Casali, Adenauer
Trimarchi, Pietro D.
Boly, Melanie
Gosseries, Olivia
Bodart, Olivier
Curto, Francesco
Landi, Cristina
Mariotti, Maurizio
Devalle, Guya
Laureys, Steven
Tononi, Giulio
Massimini, Marcello
author_sort Casarotto, Silvia
collection PubMed
description OBJECTIVE: Validating objective, brain‐based indices of consciousness in behaviorally unresponsive patients represents a challenge due to the impossibility of obtaining independent evidence through subjective reports. Here we address this problem by first validating a promising metric of consciousness—the Perturbational Complexity Index (PCI)—in a benchmark population who could confirm the presence or absence of consciousness through subjective reports, and then applying the same index to patients with disorders of consciousness (DOCs). METHODS: The benchmark population encompassed 150 healthy controls and communicative brain‐injured subjects in various states of conscious wakefulness, disconnected consciousness, and unconsciousness. Receiver operating characteristic curve analysis was performed to define an optimal cutoff for discriminating between the conscious and unconscious conditions. This cutoff was then applied to a cohort of noncommunicative DOC patients (38 in a minimally conscious state [MCS] and 43 in a vegetative state [VS]). RESULTS: We found an empirical cutoff that discriminated with 100% sensitivity and specificity between the conscious and the unconscious conditions in the benchmark population. This cutoff resulted in a sensitivity of 94.7% in detecting MCS and allowed the identification of a number of unresponsive VS patients (9 of 43) with high values of PCI, overlapping with the distribution of the benchmark conscious condition. INTERPRETATION: Given its high sensitivity and specificity in the benchmark and MCS population, PCI offers a reliable, independently validated stratification of unresponsive patients that has important physiopathological and therapeutic implications. In particular, the high‐PCI subgroup of VS patients may retain a capacity for consciousness that is not expressed in behavior. Ann Neurol 2016;80:718–729
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spelling pubmed-51320452016-12-02 Stratification of unresponsive patients by an independently validated index of brain complexity Casarotto, Silvia Comanducci, Angela Rosanova, Mario Sarasso, Simone Fecchio, Matteo Napolitani, Martino Pigorini, Andrea G. Casali, Adenauer Trimarchi, Pietro D. Boly, Melanie Gosseries, Olivia Bodart, Olivier Curto, Francesco Landi, Cristina Mariotti, Maurizio Devalle, Guya Laureys, Steven Tononi, Giulio Massimini, Marcello Ann Neurol Research Articles OBJECTIVE: Validating objective, brain‐based indices of consciousness in behaviorally unresponsive patients represents a challenge due to the impossibility of obtaining independent evidence through subjective reports. Here we address this problem by first validating a promising metric of consciousness—the Perturbational Complexity Index (PCI)—in a benchmark population who could confirm the presence or absence of consciousness through subjective reports, and then applying the same index to patients with disorders of consciousness (DOCs). METHODS: The benchmark population encompassed 150 healthy controls and communicative brain‐injured subjects in various states of conscious wakefulness, disconnected consciousness, and unconsciousness. Receiver operating characteristic curve analysis was performed to define an optimal cutoff for discriminating between the conscious and unconscious conditions. This cutoff was then applied to a cohort of noncommunicative DOC patients (38 in a minimally conscious state [MCS] and 43 in a vegetative state [VS]). RESULTS: We found an empirical cutoff that discriminated with 100% sensitivity and specificity between the conscious and the unconscious conditions in the benchmark population. This cutoff resulted in a sensitivity of 94.7% in detecting MCS and allowed the identification of a number of unresponsive VS patients (9 of 43) with high values of PCI, overlapping with the distribution of the benchmark conscious condition. INTERPRETATION: Given its high sensitivity and specificity in the benchmark and MCS population, PCI offers a reliable, independently validated stratification of unresponsive patients that has important physiopathological and therapeutic implications. In particular, the high‐PCI subgroup of VS patients may retain a capacity for consciousness that is not expressed in behavior. Ann Neurol 2016;80:718–729 John Wiley and Sons Inc. 2016-11-02 2016-11 /pmc/articles/PMC5132045/ /pubmed/27717082 http://dx.doi.org/10.1002/ana.24779 Text en © 2016 The Authors. Annals of Neurology published by Wiley Periodicals, Inc. on behalf of American Neurological Association. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Casarotto, Silvia
Comanducci, Angela
Rosanova, Mario
Sarasso, Simone
Fecchio, Matteo
Napolitani, Martino
Pigorini, Andrea
G. Casali, Adenauer
Trimarchi, Pietro D.
Boly, Melanie
Gosseries, Olivia
Bodart, Olivier
Curto, Francesco
Landi, Cristina
Mariotti, Maurizio
Devalle, Guya
Laureys, Steven
Tononi, Giulio
Massimini, Marcello
Stratification of unresponsive patients by an independently validated index of brain complexity
title Stratification of unresponsive patients by an independently validated index of brain complexity
title_full Stratification of unresponsive patients by an independently validated index of brain complexity
title_fullStr Stratification of unresponsive patients by an independently validated index of brain complexity
title_full_unstemmed Stratification of unresponsive patients by an independently validated index of brain complexity
title_short Stratification of unresponsive patients by an independently validated index of brain complexity
title_sort stratification of unresponsive patients by an independently validated index of brain complexity
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5132045/
https://www.ncbi.nlm.nih.gov/pubmed/27717082
http://dx.doi.org/10.1002/ana.24779
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