Literature DB >> 16557163

Improved prediction of awakening or nonawakening from severe anoxic coma using tree-based classification analysis.

Catherine Fischer1, Jacques Luauté, Chantal Némoz, Dominique Morlet, Gilbert Kirkorian, François Mauguière.   

Abstract

OBJECTIVE: To evaluate the utility of sensory and event-related evoked potentials for the prediction of awakening/nonawakening in severe anoxic coma and to design a decision tree helping decision for any patient in this condition.
DESIGN: Prospective cohort study.
SETTING: Clinical neurophysiology unit and intensive care unit of a French university hospital. PATIENTS: Sixty-two consecutive severe comatose patients after out-of-hospital cardiac arrest.
INTERVENTIONS: None.
MEASUREMENTS AND MAIN RESULTS: We gathered clinical variables and recorded the somatosensory, auditory, and cognitive evoked potentials within an average period of 8 days after cardiac arrest. The patients were followed for 12 months and classified as awake or nonawake (permanent vegetative state or death). The statistical study included measurements of specificity, sensitivity, and positive and negative predictive value for each clinical and electrophysiologic variable recorded at the early stage of coma. Furthermore, a tree-based classification analysis was performed.All patients in whom somatosensory evoked potentials or middle-latency auditory evoked potentials were abolished did not awaken (100% specificity). All patients in whom mismatch negativity (MMN) was present awakened (100% specificity). MMN was superior to somatosensory evoked potentials for the prediction of awakening and had the best specificity and positive predictive value for awakening. On the decision tree, the awakening/nonawakening explicative variables were, by order of importance, MMN, pupillary reactivity, and somatosensory evoked potentials.
CONCLUSIONS: There is a need to predict early and accurately awakening or nonawakening in postanoxic comas. Using sensory and cognitive evoked potentials to assess the functional condition of the brain, a prognostic tree for the prediction of awakening/nonawakening in severe anoxic coma has been designed. It is applicable to any patient in this condition and offers the possibility to predict with very high probability awakening when MMN, the earliest component of event-related potentials, is present and nonawakening when MMN and pupillary light reflex are absent or cortical components of somatosensory evoked potentials are abolished.

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Mesh:

Year:  2006        PMID: 16557163     DOI: 10.1097/01.CCM.0000215823.36344.99

Source DB:  PubMed          Journal:  Crit Care Med        ISSN: 0090-3493            Impact factor:   7.598


  28 in total

1.  Are auditory-evoked frequency and duration mismatch negativity deficits endophenotypic for schizophrenia? High-density electrical mapping in clinically unaffected first-degree relatives and first-episode and chronic schizophrenia.

Authors:  Elena Magno; Sherlyn Yeap; Jogin H Thakore; Hugh Garavan; Pierfilippo De Sanctis; John J Foxe
Journal:  Biol Psychiatry       Date:  2008-05-09       Impact factor: 13.382

Review 2.  Post-anoxic vegetative state: imaging and prognostic perspectives.

Authors:  Mario Stanziano; Carolina Foglia; Andrea Soddu; Francesca Gargano; Michele Papa
Journal:  Funct Neurol       Date:  2011 Jan-Mar

3.  Determinants of Long-Term Neurological Recovery Patterns Relative to Hospital Discharge Among Cardiac Arrest Survivors.

Authors:  Sachin Agarwal; Alex Presciutti; William Roth; Elizabeth Matthews; Ashley Rodriguez; David J Roh; Soojin Park; Jan Claassen; Ronald M Lazar
Journal:  Crit Care Med       Date:  2018-02       Impact factor: 7.598

4.  Coherence in resting-state EEG as a predictor for the recovery from unresponsive wakefulness syndrome.

Authors:  Barbara Schorr; Winfried Schlee; Marion Arndt; Andreas Bender
Journal:  J Neurol       Date:  2016-03-16       Impact factor: 4.849

5.  Simultaneous EEG-PET-fMRI measurements in disorders of consciousness: an exploratory study on diagnosis and prognosis.

Authors:  Daniel Golkowski; Katharina Merz; Caroline Mlynarcik; Tobias Kiel; Barbara Schorr; Alex Lopez-Rolon; Mathias Lukas; Denis Jordan; Andreas Bender; Rüdiger Ilg
Journal:  J Neurol       Date:  2017-08-17       Impact factor: 4.849

6.  The role of early electroclinical assessment in improving the evaluation of patients with disorders of consciousness.

Authors:  Aldo Amantini; Riccardo Carrai; Selvaggia Fossi; Francesco Pinto; Antonello Grippo
Journal:  Funct Neurol       Date:  2011 Jan-Mar

7.  Oscillatory brain activity in vegetative and minimally conscious state during a sentence comprehension task.

Authors:  Manuel Schabus; Christoph Pelikan; Nicole Chwala-Schlegel; Katharina Weilhart; Dietmar Roehm; Johann Donis; Gabriele Michitsch; Gerald Pichler; Wolfgang Klimesch
Journal:  Funct Neurol       Date:  2011 Jan-Mar

Review 8.  MMN and novelty P3 in coma and other altered states of consciousness: a review.

Authors:  Dominique Morlet; Catherine Fischer
Journal:  Brain Topogr       Date:  2013-11-27       Impact factor: 3.020

9.  Cognitive event-related potentials in comatose and post-comatose states.

Authors:  Audrey Vanhaudenhuyse; Steven Laureys; Fabien Perrin
Journal:  Neurocrit Care       Date:  2008       Impact factor: 3.210

10.  A clinical and EEG scoring system that predicts early cortical response (N20) to somatosensory evoked potentials and outcome after cardiac arrest.

Authors:  Cédric Daubin; Damien Guillotin; Olivier Etard; Cathy Gaillard; Damien du Cheyron; Michel Ramakers; Bruno Bouchet; Jean-Jacques Parienti; Pierre Charbonneau
Journal:  BMC Cardiovasc Disord       Date:  2008-12-04       Impact factor: 2.298

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