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Liu W, Guo Y, Xie J, Wu Y, Zhao D, Xing Z, Fu X, Zhou S, Zhang H, Wang X. Establishment and validation of a bad outcomes prediction model based on EEG and clinical parameters in prolonged disorder of consciousness. Front Hum Neurosci 2024; 18:1387471. [PMID: 38952644 PMCID: PMC11215084 DOI: 10.3389/fnhum.2024.1387471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 06/04/2024] [Indexed: 07/03/2024] Open
Abstract
Objective This study aimed to explore the electroencephalogram (EEG) indicators and clinical factors that may lead to poor prognosis in patients with prolonged disorder of consciousness (pDOC), and establish and verify a clinical predictive model based on these factors. Methods This study included 134 patients suffering from prolonged disorder of consciousness enrolled in our department of neurosurgery. We collected the data of sex, age, etiology, coma recovery scales (CRS-R) score, complications, blood routine, liver function, coagulation and other laboratory tests, resting EEG data and follow-up after discharge. These patients were divided into two groups: training set (n = 107) and verification set (n = 27). These patients were divided into a training set of 107 and a validation set of 27 for this study. Univariate and multivariate regression analysis were used to determine the factors affecting the poor prognosis of pDOC and to establish nomogram model. We use the receiver operating characteristic (ROC) and calibration curves to quantitatively test the effectiveness of the training set and the verification set. In order to further verify the clinical practical value of the model, we use decision curve analysis (DCA) to evaluate the model. Result The results from univariate and multivariate logistic regression analyses suggested that an increased frequency of occurrence microstate A, reduced CRS-R scores at the time of admission, the presence of episodes associated with paroxysmal sympathetic hyperactivity (PSH), and decreased fibrinogen levels all function as independent prognostic factors. These factors were used to construct the nomogram. The training and verification sets had areas under the curve of 0.854 and 0.920, respectively. Calibration curves and DCA demonstrated good model performance and significant clinical benefits in both sets. Conclusion This study is based on the use of clinically available and low-cost clinical indicators combined with EEG to construct a highly applicable and accurate model for predicting the adverse prognosis of patients with prolonged disorder of consciousness. It provides an objective and reliable tool for clinicians to evaluate the prognosis of prolonged disorder of consciousness, and helps clinicians to provide personalized clinical care and decision-making for patients with prolonged disorder of consciousness and their families.
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Affiliation(s)
- Wanqing Liu
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yongkun Guo
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
| | - Jingwei Xie
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
| | - Yanzhi Wu
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Dexiao Zhao
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhe Xing
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xudong Fu
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
| | - Shaolong Zhou
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
| | - Hengwei Zhang
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
| | - Xinjun Wang
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Engineering Research Center for Prevention and Treatment of Brain Injuries, Zhengzhou, China
- Henan Key Laboratory of Brain Science and Brain Computer Interface Technology, Zhengzhou, China
- Department of Neurosurgery, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Colomer C, Llorens R, Navarro MD, Noé E, Ferri J. Neurobehavioral Progress and Signs of Transition in Children With Prolonged Disorders of Consciousness: A Retrospective Longitudinal Study With the Coma Recovery Scale-Revised. Pediatr Neurol 2024; 155:187-192. [PMID: 38677241 DOI: 10.1016/j.pediatrneurol.2024.03.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 05/05/2023] [Accepted: 03/31/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Research on disorders of consciousness in children is scarce and includes disparate and barely comparable participants and assessment instruments and therefore provides inconclusive information on the clinical progress and recovery in this population. This study retrospectively investigated the neurobehavioral progress and the signs of transition between states of consciousness in a group of children admitted to a rehabilitation program either with an unresponsive wakefulness syndrome (UWS) or in a minimally conscious state (MCS). METHODS Systematic weekly assessments were conducted with the Coma Recovery Scale-Revised (CRS-R) until emergence from MCS, discharge, or death. RESULTS Twenty-one children, nine admitted with a UWS and 12 admitted in an MCS, were included in the study. Four children with a UWS transitioned to an MCS with a CRS-R of 10 (9.2 to 12.2) by showing visual pursuit, visual fixation, or localization to noxious stimulation. Twelve children emerged from the MCS with a CRS-R of 20.5 (19 to 21.7). Children who emerged from the MCS had had a shorter time postinjury and higher CRS-R at admission, compared with those who did not emerge. CONCLUSIONS Almost half of the children who were admitted with a UWS transitioned to an MCS, and almost all who were admitted in an MCS emerged from this state. Children who emerged had shorter times since injury and higher scores on the CRS-R at admission, compared with those who did not emerge.
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Affiliation(s)
- Carolina Colomer
- IRENEA, Instituto de Rehabilitación Neurológica, Fundación Hospitales Vithas, València, Spain.
| | - Roberto Llorens
- IRENEA, Instituto de Rehabilitación Neurológica, Fundación Hospitales Vithas, València, Spain; Neurorehabilitation and Brain Research Group, Institute for Human-Centered Technology Research, Universitat Politècnica de València, València, Spain
| | - María Dolores Navarro
- IRENEA, Instituto de Rehabilitación Neurológica, Fundación Hospitales Vithas, València, Spain
| | - Enrique Noé
- IRENEA, Instituto de Rehabilitación Neurológica, Fundación Hospitales Vithas, València, Spain
| | - Joan Ferri
- IRENEA, Instituto de Rehabilitación Neurológica, Fundación Hospitales Vithas, València, Spain
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Liuzzi P, Mannini A, Hakiki B, Campagnini S, Romoli AM, Draghi F, Burali R, Scarpino M, Cecchi F, Grippo A. Brain microstate spatio-temporal dynamics as a candidate endotype of consciousness. Neuroimage Clin 2023; 41:103540. [PMID: 38101096 PMCID: PMC10727951 DOI: 10.1016/j.nicl.2023.103540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 10/02/2023] [Accepted: 11/09/2023] [Indexed: 12/17/2023]
Abstract
Consciousness can be defined as a phenomenological experience continuously evolving. Current research showed how conscious mental activity can be subdivided into a series of atomic brain states converging to a discrete spatiotemporal pattern of global neuronal firing. Using the high temporal resolution of EEG recordings in patients with a severe Acquired Brain Injury (sABI) admitted to an Intensive Rehabilitation Unit (IRU), we detected a novel endotype of consciousness from the spatiotemporal brain dynamics identified via microstate analysis. Also, we investigated whether microstate features were associated with common neurophysiological alterations. Finally, the prognostic information comprised in such descriptors was analysed in a sub-cohort of patients with prolonged Disorder of Consciousness (pDoC). Occurrence of frontally-oriented microstates (C microstate), likelihood of maintaining such brain state or transitioning to the C topography and complexity were found to be indicators of consciousness presence and levels. Features of left-right asymmetric microstates and transitions toward them were found to be negatively correlated with antero-posterior brain reorganization and EEG symmetry. Substantial differences in microstates' sequence complexity and presence of C topography were found between groups of patients with alpha dominant background, cortical reactivity and antero-posterior gradient. Also, transitioning from left-right to antero-posterior microstates was found to be an independent predictor of consciousness recovery, stronger than consciousness levels at IRU's admission. In conclusions, global brain dynamics measured with scale-free estimators can be considered an indicator of consciousness presence and a candidate marker of short-term recovery in patients with a pDoC.
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Affiliation(s)
- Piergiuseppe Liuzzi
- IRCCS Don Carlo Gnocchi ONLUS, Firenze, Italy; Istituto di BioRobotica, Scuola Superiore Sant'Anna, Pontedera, Italy
| | | | | | | | | | | | | | | | - Francesca Cecchi
- IRCCS Don Carlo Gnocchi ONLUS, Firenze, Italy; Dipartimento di Medicina Sperimentale e Clinica, Università di Firenze, Firenze, Italy
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Le Fort M, Demeure Dit Latte D, Perrouin-Verbe B, Ville I. Organizational ethics in urgent transfers of severely disabled people to intensive care units - a qualitative study. Disabil Rehabil 2023; 45:3852-3860. [PMID: 36369957 DOI: 10.1080/09638288.2022.2140847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/20/2022] [Accepted: 10/23/2022] [Indexed: 11/15/2022]
Abstract
PURPOSE Urgent transfers of severely impaired patients with chronic neurological disability (PwND) from a neurological physical and rehabilitation medicine (nPRM) to an intensive care unit (ICU) or an emergency room (ER) served as the basis for this study. We hypothesized that human and structural factors interfered with but were not directly related to the acute context. METHODS We decided to use a qualitative methodology, based on in-depth interviews with 16 ICU/ER physicians. We used mixed bottom-up and top-down methods. We interpreted our data using a thematic approach based on the key principles of grounded theory, which were modified with consideration of the literature. RESULTS Three main domains emerged. The impact of the clinical setting notably implied the patient's clinical typology between the acute event and the chronic background, but also bed availability. Key elements of the telephone negotiation were confidence and perceived usefulness of the transfer. Finally, the otherness of some categories of patients, transferred with more difficulty, involved those with cognitive impairment. CONCLUSIONS The existence of healthcare pathways for many years has created an organizational culture between departments of nPRM and ICUs. But urgent transfers also imply organizational ethics, as a balance should be struck between utility and equity. IMPLICATIONS FOR REHABILITATIONStructural and human factors interfere in urgent transfers, involving the settings within health pathways, the key elements of negotiation to get confidence and a perceived utility of transfer, and certain categories of people, especially those with cognitive impairment.Transfers that imply negotiation between practitioners from physical and rehabilitation medicine and intensive care unit departments, lead to a need of organizational ethics, as a balance should be struck between the principles of utility and equity.The development of facilitating tools such as a commitment charter is of paramount importance as it can support ethical decision-making.
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Affiliation(s)
- Marc Le Fort
- Nantes Université, Centre Hospitalier Universitaire de Nantes, Service universitaire de Médecine Physique et de Réadaptation neurologique, Hôpital Saint-Jacques, Nantes, France
- Institut national de la santé et de la recherche médicale (INSERM-CERMES3), Ecole des hautes études en sciences sociales (EHESS-PHS), Paris, France
| | - Dominique Demeure Dit Latte
- Nantes Université, Centre Hospitalier Universitaire de Nantes, Service de Réanimation chirurgicale, Hôtel-Dieu, Nantes, France
| | - Brigitte Perrouin-Verbe
- Nantes Université, Centre Hospitalier Universitaire de Nantes, Service universitaire de Médecine Physique et de Réadaptation neurologique, Hôpital Saint-Jacques, Nantes, France
| | - Isabelle Ville
- Institut national de la santé et de la recherche médicale (INSERM-CERMES3), Ecole des hautes études en sciences sociales (EHESS-PHS), Paris, France
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Carlson JM, Lin DJ. Prognostication in Prolonged and Chronic Disorders of Consciousness. Semin Neurol 2023; 43:744-757. [PMID: 37758177 DOI: 10.1055/s-0043-1775792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Patients with prolonged disorders of consciousness (DOCs) longer than 28 days may continue to make significant gains and achieve functional recovery. Occasionally, this recovery trajectory may extend past 3 (for nontraumatic etiologies) and 12 months (for traumatic etiologies) into the chronic period. Prognosis is influenced by several factors including state of DOC, etiology, and demographics. There are several testing modalities that may aid prognostication under active investigation including electroencephalography, functional and anatomic magnetic resonance imaging, and event-related potentials. At this time, only one treatment (amantadine) has been routinely recommended to improve functional recovery in prolonged DOC. Given that some patients with prolonged or chronic DOC have the potential to recover both consciousness and functional status, it is important for neurologists experienced in prognostication to remain involved in their care.
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Affiliation(s)
- Julia M Carlson
- Division of Neurocritical Care, Department of Neurology, University of North Carolina Hospital, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - David J Lin
- Center for Neurotechnology and Neurorecovery, Division of Neurocritical Care and Stroke Service, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Center for Neurorestoration and Neurotechnology, Rehabilitation Research and Development Service, Department of Veterans Affairs, Providence, Rhode Island
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Liuzzi P, Campagnini S, Hakiki B, Burali R, Scarpino M, Macchi C, Cecchi F, Mannini A, Grippo A. Heart rate variability for the evaluation of patients with disorders of consciousness. Clin Neurophysiol 2023; 150:31-39. [PMID: 37002978 DOI: 10.1016/j.clinph.2023.03.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 12/12/2022] [Accepted: 03/03/2023] [Indexed: 04/03/2023]
Abstract
OBJECTIVE Clinical responsiveness of patients with a Disorder of Consciousness (DoC) correlates to sympathetic/parasympathetic homeostatic balance. Heart Rate Variability (HRV) metrics result in non-invasive proxies of modulation capabilities of visceral states. In this work, our aim was to evaluate whether HRV measures could improve the differential diagnosis between Unresponsive Wakefulness Syndrome (UWS) and Minimally Conscious State (MCS) with respect to multivariate models based on standard clinical electroencephalography (EEG) labeling only in a rehabilitation setting. METHODS A prospective observational study was performed consecutively enrolling 82 DoC patients. Polygraphic recordings were performed. HRV-metrics and EEG descriptors derived from the American Clinical Neurophysiology Society's Standardized Critical Care terminology were included. Descriptors entered univariate and then multivariate logistic regressions with the target set to the UWS/MCS diagnosis. RESULTS HRV measures resulted significantly different between UWS and MCS patients, with higher values being associated with better consciousness levels. Specifically, adding HRV-related metrics to ACNS EEG descriptors increased the Nagelkerke R2 from 0.350 (only EEG descriptors) to 0.565 (HRV-EEG combination) with the outcome set to the consciousness diagnosis. CONCLUSIONS HRV changes across the lowest states of consciousness. Rapid changes in heart rate, occurring in better consciousness levels, confirm the mutual correlation between visceral state functioning patterns and consciousness alterations. SIGNIFICANCE Quantitative analysis of heart rate in patients with a DoC paves the way for the implementation of low-cost pipelines supporting medical decisions within multimodal consciousness assessments.
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Affiliation(s)
- Piergiuseppe Liuzzi
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy; Scuola Superiore Sant'Anna, Istituto di BioRobotica, Pontedera, Viale Rinaldo Piaggio 34, Italy
| | - Silvia Campagnini
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy; Scuola Superiore Sant'Anna, Istituto di BioRobotica, Pontedera, Viale Rinaldo Piaggio 34, Italy
| | - Bahia Hakiki
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy.
| | - Rachele Burali
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy
| | - Maenia Scarpino
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy
| | - Claudio Macchi
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy; Università di Firenze, Dipartimento di Medicina Sperimentale e Clinica, Firenze, Largo Brambilla 3, Italy
| | - Francesca Cecchi
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy; Università di Firenze, Dipartimento di Medicina Sperimentale e Clinica, Firenze, Largo Brambilla 3, Italy
| | - Andrea Mannini
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy
| | - Antonello Grippo
- IRCCS Fondazione Don Carlo Gnocchi, Firenze, Via di Scandicci 269, Italy
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Xiong Q, Le K, Wang Y, Tang Y, Dong X, Zhong Y, Zhou Y, Feng Z. A prediction model of clinical outcomes in prolonged disorders of consciousness: A prospective cohort study. Front Neurosci 2023; 16:1076259. [PMID: 36817098 PMCID: PMC9936154 DOI: 10.3389/fnins.2022.1076259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 12/31/2022] [Indexed: 02/05/2023] Open
Abstract
Objective This study aimed to establish and validate a prediction model for clinical outcomes in patients with prolonged disorders of consciousness (pDOC). Methods A total of 170 patients with pDOC enrolled in our rehabilitation unit were included and divided into training (n = 119) and validation sets (n = 51). Independent predictors for improved clinical outcomes were identified by univariate and multivariate logistic regression analyses, and a nomogram model was established. The nomogram performance was quantified using receiver operating curve (ROC) and calibration curves in the training and validated sets. A decision curve analysis (DCA) was performed to evaluate the clinical usefulness of this nomogram model. Results Univariate and multivariate logistic regression analyses indicated that age, diagnosis at entry, serum albumin (g/L), and pupillary reflex were the independent prognostic factors that were used to construct the nomogram. The area under the curve in the training and validation sets was 0.845 and 0.801, respectively. This nomogram model showed good calibration with good consistency between the actual and predicted probabilities of improved outcomes. The DCA demonstrated a higher net benefit in clinical decision-making compared to treating all or none. Conclusion Several feasible, cost-effective prognostic variables that are widely available in hospitals can provide an efficient and accurate prediction model for improved clinical outcomes and support clinicians to offer suitable clinical care and decision-making to patients with pDOC and their family members.
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Affiliation(s)
- Qi Xiong
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Kai Le
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yong Wang
- Department of Medical Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yunliang Tang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Xiaoyang Dong
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yuan Zhong
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yao Zhou
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Zhen Feng
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China,*Correspondence: Zhen Feng ✉
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Stein D, Sviri S, Beil M, Stav I, Marcus EL. Prognosis of Chronically Ventilated Patients in a Long-Term Ventilation Facility: Association with Age, Consciousness and Cognitive State. J Intensive Care Med 2022; 37:1587-1597. [PMID: 35350916 PMCID: PMC9647314 DOI: 10.1177/08850666221088800] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Background: The number of adults requiring prolonged mechanical ventilation (PMV) including those with cognitive impairment or disorders of consciousness is escalating. We aimed to compare in a long-term acute care hospital (LTACH) mortality and length of stay (LOS) among three age groups (40-59y, 60-79y, ≥80y) of hospitalized PMV patients, and according to consciousness and cognitive state at admission. Methods: We obtained data from the health records of 308 adults aged ≥40 years requiring PMV hospitalized at a Chronic Ventilator Dependent Unit in a LTACH between 01/01/2015 to 06/30/2019 and followed-up until discharge or death or until 12/31/2019. Results: At admission to LTACH, 42.2% of PMV patients were in a vegetative state/ minimally conscious state (VS/MCS); 32.5% were severely cognitively impaired, 11.0% were mildly to moderately cognitively impaired, 12.3% had no cognitive impairment, and 1.9% had intellectual disability/psychiatric disorder. In-LTACH LOS (months) decreased from 34.6 ± 42.6 at age 40-59y, 19.1 ± 22.3 at 60-79y to 14.4 ± 19.3 at age ≥80y (p = .006). In-LTACH mortality was 30.6% for 40-59y, 41.1% for 60-79y and 54.8% for age ≥80y. In-LTACH LOS (months) was 23.8 ± 30.7 for VS/MCS, 15.1 ± 19.5 for the severely cognitively impaired, 10.0 ± 12.8 for mild to moderate cognitive impairment and 18.9 ± 21.9 for those without cognitive impairment (p = .02). In-LTACH mortality was 50.8% for VS/MCS, 58.0% for the severely cognitively impaired, 26.5% for mild to moderate cognitive impairment and 13.2% for those without cognitive impairment (p < .001). Conclusion: In this population requiring PMV, mortality and in-LTACH LOS worsened with age. In-LTACH LOS was longest for VS/MCS patients, who had a mean survival of about two years, followed by those without cognitive impairment and then those with severe cognitive impairment. Mortality was associated with worse consciousness and cognitive state. These findings highlight the importance of discussing end-of-life decisions with patients and family members regarding resuscitation/intubation and the long-term management of these patients.
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Affiliation(s)
- David Stein
- Medical Intensive Care Unit, Hadassah Medical Center and Faculty of
Medicine, Hebrew University of Jerusalem, Israel
- David Stein, Hadassah Medical Center,
Jerusalem, Israel. E-mail:
| | - Sigal Sviri
- Medical Intensive Care Unit, Hadassah Medical Center and Faculty of
Medicine, Hebrew University of Jerusalem, Israel
| | - Michael Beil
- Medical Intensive Care Unit, Hadassah Medical Center and Faculty of
Medicine, Hebrew University of Jerusalem, Israel
| | - Ilana Stav
- Medical Intensive Care Unit, Hadassah Medical Center and Faculty of
Medicine, Hebrew University of Jerusalem, Israel
| | - Esther-Lee Marcus
- Chronic Ventilator-Dependent Division, Herzog Medical Center and Faculty of
Medicine, Hebrew University of Jerusalem, Israel
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Fusco A, Galluccio C, Castelli L, Pazzaglia C, Pastorino R, Pires Marafon D, Bernabei R, Giovannini S, Padua L. Severe Acquired Brain Injury: Prognostic Factors of Discharge Outcome in Older Adults. Brain Sci 2022; 12:brainsci12091232. [PMID: 36138968 PMCID: PMC9496921 DOI: 10.3390/brainsci12091232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/01/2022] [Accepted: 09/08/2022] [Indexed: 11/16/2022] Open
Abstract
Severe Acquired Brain Injury (sABI) is a leading cause of disability and requires intensive rehabilitation treatment. Discharge from the rehabilitation ward is a key moment in patient management. Delays in patient discharge can adversely affect hospital productivity and increase healthcare costs. The discharge should be structured from the hospital admission toward the most appropriate environment. The purpose of our study is to investigate early predictors of outcome for discharge in older adults with sABI. A retrospective study was performed on 22 patients who were admitted to an intensive neurorehabilitation unit between June 2019 and December 2021. Patients were divided into two outcome categories, good outcome (GO) or poor outcome (PO), based on discharge destination, and the possible prognostic factors were analyzed at one and two months after admission. Among the factors analyzed, changes in the Disability Rating Scale (DRS) and Level of Cognitive Functioning (LCF) at the first and second month of hospitalization were predictive of GO at discharge (DRS, p = 0.025; LCF, p = 0.011). The presence of percutaneous endoscopic gastrostomy at two months after admission was also significantly associated with PO (p = 0.038). High Body Mass Index (BMI) and the presence of sepsis at one month after admission were possible predictors of PO (BMI p = 0.048; sepsis p = 0.014). An analysis of dynamic predictors could be useful to guarantee an early evaluation of hospital discharge in frail patients with sABI.
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Affiliation(s)
- Augusto Fusco
- UOC Neuroriabilitazione ad Alta Intensità, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Caterina Galluccio
- UOC Neuroriabilitazione ad Alta Intensità, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Geriatrics and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Letizia Castelli
- UOC Neuroriabilitazione ad Alta Intensità, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Aging, Neurological, Orthopaedic and Head-Neck Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Costanza Pazzaglia
- UOC Neuroriabilitazione ad Alta Intensità, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Roberta Pastorino
- Department of Woman and Child Health and Public Health—Public Health Area, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Denise Pires Marafon
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Roberto Bernabei
- Department of Geriatrics and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Department of Aging, Neurological, Orthopaedic and Head-Neck Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Silvia Giovannini
- Department of Geriatrics and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- UOS Neuroriabilitazione Post-acuzie, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Correspondence: ; Tel.: +39-06-3015-4382
| | - Luca Padua
- UOC Neuroriabilitazione ad Alta Intensità, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Geriatrics and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Boltzmann M, Schmidt SB, Gutenbrunner C, Krauss JK, Höglinger GU, Weimar C, Rollnik JD. Validity of the Early Functional Ability scale (EFA) among critically ill patients undergoing early neurological rehabilitation. BMC Neurol 2022; 22:333. [PMID: 36068496 PMCID: PMC9446867 DOI: 10.1186/s12883-022-02855-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/24/2022] [Indexed: 11/17/2022] Open
Abstract
Background A reliable assessment of the functional abilities of patients after severe brain damage is crucial for valid prognostication and treatment decisions, but most clinical scales are of limited use among this specific group of patients. Aim The present study investigates the usefulness of the Early Functional Ability (EFA) scale, which determines the functional abilities of severely impaired patients. Methods Critically ill patients consecutively admitted to early neurological rehabilitation were screened for eligibility. We assessed the correlation between the EFA scale and (i) the Early Rehabilitation Barthel Index (ERBI), and (ii) the Coma Recovery Scale-Revised (CRS-R). The 1-year outcome on the Glasgow Outcome Scale-extended (GOSE) was used to examine the predictive validity. Demographical and medical variables were entered into univariate and multivariate binary regression models to identify independent predictors of 1-year outcome. Results Two hundred fifty-seven patients (168 men) with a median age of 62 years (IQR = 51–75) were enrolled. The correlation of the EFA scale with the CRS-R was high but low with the ERBI upon admission. Multivariate regression analysis yielded the vegetative subscale of the EFA scale as the only independent predictor for the 1-year outcome of patients admitted to early neurological rehabilitation. Conclusions This study shows a high correlation of the EFA scale with the CRS-R but a weak correlation with the ERBI in patients with low functional abilities. With improving patient abilities, these correlations were partly reversed. Thus, the EFA scale is a useful tool to assess the functional abilities and the prognosis of critically ill patients adequately and may be more feasible than other scales.
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Affiliation(s)
- Melanie Boltzmann
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany.
| | - Simone B Schmidt
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany
| | | | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | | | - Christian Weimar
- Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Essen, Germany.,BDH-Clinic Elzach, Elzach, Germany
| | - Jens D Rollnik
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany
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11
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Liuzzi P, Magliacano A, De Bellis F, Mannini A, Estraneo A. Predicting outcome of patients with prolonged disorders of consciousness using machine learning models based on medical complexity. Sci Rep 2022; 12:13471. [PMID: 35931703 PMCID: PMC9356130 DOI: 10.1038/s41598-022-17561-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 07/27/2022] [Indexed: 12/25/2022] Open
Abstract
Patients with severe acquired brain injury and prolonged disorders of consciousness (pDoC) are characterized by high clinical complexity and high risk to develop medical complications. The present multi-center longitudinal study aimed at investigating the impact of medical complications on the prediction of clinical outcome by means of machine learning models. Patients with pDoC were consecutively enrolled at admission in 23 intensive neurorehabilitation units (IRU) and followed-up at 6 months from onset via the Glasgow Outcome Scale-Extended (GOSE). Demographic and clinical data at study entry and medical complications developed within 3 months from admission were collected. Machine learning models were developed, targeting neurological outcomes at 6 months from brain injury using data collected at admission. Then, after concatenating predictions of such models to the medical complications collected within 3 months, a cascade model was developed. One hundred seventy six patients with pDoC (M: 123, median age 60.2 years) were included in the analysis. At admission, the best performing solution (k-Nearest Neighbors regression, KNN) resulted in a median validation error of 0.59 points [IQR 0.14] and a classification accuracy of dichotomized GOS-E of 88.6%. Coherently, at 3 months, the best model resulted in a median validation error of 0.49 points [IQR 0.11] and a classification accuracy of 92.6%. Interpreting the admission KNN showed how the negative effect of older age is strengthened when patients' communication levels are high and ameliorated when no communication is present. The model trained at 3 months showed appropriate adaptation of the admission prediction according to the severity of the developed medical complexity in the first 3 months. In this work, we developed and cross-validated an interpretable decision support tool capable of distinguishing patients which will reach sufficient independence levels at 6 months (GOS-E > 4). Furthermore, we provide an updated prediction at 3 months, keeping in consideration the rehabilitative path and the risen medical complexity.
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Affiliation(s)
- Piergiuseppe Liuzzi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Via di Scandicci 269, Florence, Italy.,Scuola Superiore Sant'Anna, Istituto di BioRobotica, Viale Rinaldo Piaggio 34, Pontedera, Italy
| | - Alfonso Magliacano
- Fondazione Don Carlo Gnocchi ONLUS, Scientific Institute for Research and Health Care, Via Quadrivio, Sant'Angelo dei Lombardi, Italy
| | - Francesco De Bellis
- Fondazione Don Carlo Gnocchi ONLUS, Scientific Institute for Research and Health Care, Via Quadrivio, Sant'Angelo dei Lombardi, Italy
| | - Andrea Mannini
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Via di Scandicci 269, Florence, Italy.
| | - Anna Estraneo
- Fondazione Don Carlo Gnocchi ONLUS, Scientific Institute for Research and Health Care, Via Quadrivio, Sant'Angelo dei Lombardi, Italy.,Unità di Neurologia, Santa Maria della Pietà General Hospital, Via della Repubblica 7, Nola, Italy
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12
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Liuzzi P, Grippo A, Campagnini S, Scarpino M, Draghi F, Romoli A, Bahia H, Sterpu R, Maiorelli A, Macchi C, Cecchi F, Carrozza MC, Mannini A. Merging Clinical and EEG Biomarkers in an Elastic-Net Regression for Disorder of Consciousness Prognosis Prediction. IEEE Trans Neural Syst Rehabil Eng 2022; 30:1504-1513. [PMID: 35635833 DOI: 10.1109/tnsre.2022.3178801] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Patients with Disorder of Consciousness (DoC) entering Intensive Rehabilitation Units after a severe Acquired Brain Injury have a highly variable evolution of the state of consciousness which is a complex aspect to predict. Besides clinical factors, electroencephalography has clearly shown its potential into the identification of prognostic biomarkers of consciousness recovery. In this retrospective study, with a dataset of 271 patients with DoC, we proposed three different Elastic-Net regressors trained on different datasets to predict the Coma Recovery Scale-Revised value at discharge based on data collected at admission. One dataset was completely EEG-based, one solely clinical data-based and the last was composed by the union of the two. Each model was optimized, validated and tested with a robust nested cross-validation pipeline. The best models resulted in a median absolute test error of 4.54 [IQR = 4.56], 3.39 [IQR = 4.36], 3.16 [IQR = 4.13] for respectively the EEG, clinical and hybrid model. Furthermore, the hybrid model for what concerns overcoming an unresponsive wakefulness state and exiting a DoC results in an AUC of 0.91 and 0.88 respectively. Small but useful improvements are added by the EEG dataset to the clinical model for what concerns overcoming an unresponsive wakefulness state. Data-driven techniques and namely, machine learning models are hereby shown to be capable of supporting the complex decision-making process the practitioners must face.
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13
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Hakiki B, Donnini I, Romoli AM, Draghi F, Maccanti D, Grippo A, Scarpino M, Maiorelli A, Sterpu R, Atzori T, Mannini A, Campagnini S, Bagnoli S, Ingannato A, Nacmias B, De Bellis F, Estraneo A, Carli V, Pasqualone E, Comanducci A, Navarro J, Carrozza MC, Macchi C, Cecchi F. Clinical, Neurophysiological, and Genetic Predictors of Recovery in Patients With Severe Acquired Brain Injuries (PRABI): A Study Protocol for a Longitudinal Observational Study. Front Neurol 2022; 13:711312. [PMID: 35295839 PMCID: PMC8919857 DOI: 10.3389/fneur.2022.711312] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 01/13/2022] [Indexed: 01/03/2023] Open
Abstract
Background Due to continuous advances in intensive care technology and neurosurgical procedures, the number of survivors from severe acquired brain injuries (sABIs) has increased considerably, raising several delicate ethical issues. The heterogeneity and complex nature of the neurological damage of sABIs make the detection of predictive factors of a better outcome very challenging. Identifying the profile of those patients with better prospects of recovery will facilitate clinical and family choices and allow to personalize rehabilitation. This paper describes a multicenter prospective study protocol, to investigate outcomes and baseline predictors or biomarkers of functional recovery, on a large Italian cohort of sABI survivors undergoing postacute rehabilitation. Methods All patients with a diagnosis of sABI admitted to four intensive rehabilitation units (IRUs) within 4 months from the acute event, aged above 18, and providing informed consent, will be enrolled. No additional exclusion criteria will be considered. Measures will be taken at admission (T0), at three (T1) and 6 months (T2) from T0, and follow-up at 12 and 24 months from onset, including clinical and functional data, neurophysiological results, and analysis of neurogenetic biomarkers. Statistics Advanced machine learning algorithms will be cross validated to achieve data-driven prediction models. To assess the clinical applicability of the solutions obtained, the prediction of recovery milestones will be compared to the evaluation of a multiprofessional, interdisciplinary rehabilitation team, performed within 2 weeks from admission. Discussion Identifying the profiles of patients with a favorable prognosis would allow customization of rehabilitation strategies, to provide accurate information to the caregivers and, possibly, to optimize rehabilitation outcomes. Conclusions The application and validation of machine learning algorithms on a comprehensive pool of clinical, genetic, and neurophysiological data can pave the way toward the implementation of tools in support of the clinical prognosis for the rehabilitation pathways of patients after sABI.
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Affiliation(s)
- Bahia Hakiki
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Ida Donnini
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Anna Maria Romoli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Francesca Draghi
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Daniela Maccanti
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Antonello Grippo
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Maenia Scarpino
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Antonio Maiorelli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Raisa Sterpu
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Tiziana Atzori
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Andrea Mannini
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy.,The Biorobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Silvia Campagnini
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy.,The Biorobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Silvia Bagnoli
- Neuroscience Section, Department of Neurofarba, University of Florence, Firenze, Italy
| | - Assunta Ingannato
- Neuroscience Section, Department of Neurofarba, University of Florence, Firenze, Italy
| | - Benedetta Nacmias
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy.,Neuroscience Section, Department of Neurofarba, University of Florence, Firenze, Italy
| | - Francesco De Bellis
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Anna Estraneo
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Valentina Carli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Eugenia Pasqualone
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy
| | - Angela Comanducci
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Milano, Italy
| | - Jorghe Navarro
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Milano, Italy
| | | | - Claudio Macchi
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Firenze, Italy
| | - Francesca Cecchi
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Firenze, Italy
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14
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Boltzmann M, Schmidt SB, Gutenbrunner C, Krauss JK, Höglinger GU, Rollnik JD. One-year outcome of brain injured patients undergoing early neurological rehabilitation: a prospective observational study. BMC Neurol 2022; 22:30. [PMID: 35039012 PMCID: PMC8762846 DOI: 10.1186/s12883-022-02549-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 12/28/2021] [Indexed: 11/10/2022] Open
Abstract
Background The present study intended to analyze the outcome of patients with severe brain injury one-year after discharge from early rehabilitation. Methods Early neurological rehabilitation patients admitted to intensive or intermediate care units and discharged between June 2018 and May 2020 were screened for eligibility. The level of consciousness was evaluated using the Coma Recovery Scale-Revised (CRS-R) upon admission and at discharge. At one-year follow-up, the outcome was assessed with the Glasgow Outcome Scale-extended (GOSE). Demographical and clinical data collected during inpatient rehabilitation were used to predict the outcome 1 year after discharge. Results Two hundred sixty-four patients (174 males, 90 females) with a median age of 62 years (IQR = 51–75) and a median duration of their disease of 18 days (IQR = 12–28) were included in the study. At follow-up, the mortality rate was 27% (n = 71). Age and discharge CRS-R total score were independent predictors in a Cox proportional hazards model with death (yes/no) as the dependent variable. According to the GOSE interviews, most patients were either dead (n = 71; 27%), in a vegetative state (n = 28; 11%) or had a severe disability (n = 124; 47%), whereas only a few patients showed a moderate disability (n = 18; 7%) or a good recovery (n = 23; 9%) 1 year after discharge. Age, non-traumatic etiology, discharge CRS-R total score and length of stay independently predicted whether the outcome was good or poor at follow-up. Conclusion Age was an important predictor for outcome at one-year follow-up, which might be due to altered brain plasticity and more comorbidities in elderly subjects. In addition, the present study demonstrated that the CRS-R total score at discharge might be more important for the prediction of one-year outcome than the initial assessment upon admission.
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Affiliation(s)
- Melanie Boltzmann
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany.
| | - Simone B Schmidt
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany
| | | | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | | | - Jens D Rollnik
- BDH-Clinic Hessisch Oldendorf, Institute for Neurorehabilitation Research, Associated Institute of Hannover Medical School, Hessisch Oldendorf, Germany
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15
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Behavioral signs of recovery from unresponsive wakefulness syndrome to emergence of minimally conscious state after severe brain injury. Ann Phys Rehabil Med 2021; 65:101534. [PMID: 33933691 DOI: 10.1016/j.rehab.2021.101534] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 03/02/2021] [Accepted: 03/16/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND A precise description of behavioral signs denoting transition from an unresponsive wakefulness syndrome/vegetative state (UWS/VS) to minimally conscious state (MCS) or emergence from MCS after severe brain injury is crucial for prognostic purposes. A few studies have attempted this goal but involved non-standardized instruments, limited temporal accuracy or samples or focused on patients with (sub)acute condition. OBJECTIVES We aimed to describe the behavioral signs that led to a change in diagnosis as well as the factors affecting this transition in a large sample of patients with chronic disorders of consciousness after severe brain injury. METHODS In this retrospective cohort study, patients in UWS/VS or MCS were assessed with the Coma Recovery Scale Revised (CRS-R) at 5 times within the 2 weeks after their admission to a neurorehabilitation center and then weekly until emergence from MCS, discharge or death. RESULTS Of the 185 patients included, 33 in UWS/VS and 45 in MCS transitioned to another state. Transition to MCS was mostly denoted by one behavioral sign (71%), predominantly visual fixation, followed by localization to noxious stimulation, and visual pursuit, and could be predicted by etiology, time post-injury and age. Emergence from MCS was characterized by one sign in 64% of patients and by 2 signs (functional communication and objects use) in the remaining patients and could be predicted by time post-injury and number of behavioral signs at admission. CONCLUSIONS Transition from UWS to MCS was predominantly signalled by visual fixation and could be predicted by etiology, time post-injury and age. Emergence from MCS was mostly signalled by one sign and could be predicted by time post-injury and number of behavioral signs at admission. Clinicians should pay particular attention to visual and motor subscales of the CRS-R to detect behavioral recovery after severe brain injury. Database registration. ClinicalTrials.gov: NCT04687397.
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16
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Boltzmann M, Schmidt SB, Gutenbrunner C, Krauss JK, Stangel M, Höglinger GU, Wallesch CW, Rollnik JD. The influence of the CRS-R score on functional outcome in patients with severe brain injury receiving early rehabilitation. BMC Neurol 2021; 21:44. [PMID: 33514337 PMCID: PMC7847163 DOI: 10.1186/s12883-021-02063-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 01/19/2021] [Indexed: 11/10/2022] Open
Abstract
Background The aim of the study was to determine the role of the Coma Recovery Scale-Revised (CRS-R) in the prediction of functional status at the end of neurological early rehabilitative treatment. Methods Patients consecutively admitted to intensive or intermediate care units of a neurological rehabilitation center were enrolled in the study. Consciousness and functional status were assessed with the Coma Recovery Scale-Revised (CRS-R) and the Early Rehabilitation Barthel Index (ERBI), respectively. Both assessments were carried out weekly within the first month and at the end of early rehabilitation. Patient and clinical data were entered into a binary logistic regression model to predict functional status at discharge. Results 327 patients (112 females, 215 males) with a median age of 63 years (IQR = 53–75) and a median disease duration of 18 days (IQR = 12–28) were included. Most patients suffered from stroke (59 %), followed by traumatic brain injury (31 %), and hypoxic ischemic encephalopathy (10 %). Upon admission, 12 % were diagnosed as comatose, 31 % as unresponsive wakefulness syndrome (UWS), 35 % as minimally conscious state (MCS) and 22 % already emerged from MCS (eMCS). Of all patients undergoing complete early rehabilitative treatment (n = 180), 72 % showed improvements in level of consciousness (LOC). In this group, age, initial CRS-R score and gains in CRS-R score after four weeks independently predicted functional outcome at discharge. Conclusions The study confirms the relevance of the CRS-R score for functional outcome prediction. High CRS-R scores and young age facilitate functional improvements and increase the probability to continue treatment in subsequent rehabilitation phases. Moreover, results indicate that recovery might occur over a period of time that extends beyond acute care.
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Affiliation(s)
- Melanie Boltzmann
- Institute for Neurorehabilitative Research, Associated Institute of the Hannover Medical School, BDH-Clinic Hessisch Oldendorf, Hessisch Oldendorf, Germany.
| | - Simone B Schmidt
- Institute for Neurorehabilitative Research, Associated Institute of the Hannover Medical School, BDH-Clinic Hessisch Oldendorf, Hessisch Oldendorf, Germany
| | | | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Martin Stangel
- Department of Neurology, Section of Clinical Neuroimmunology and Neurochemistry, Hannover Medical School, Hannover, Germany
| | | | | | - Jens D Rollnik
- Institute for Neurorehabilitative Research, Associated Institute of the Hannover Medical School, BDH-Clinic Hessisch Oldendorf, Hessisch Oldendorf, Germany
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17
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Hakiki B, Pancani S, Draghi F, Portaccio E, Tofani A, Binazzi B, Anna Maria R, Scarpino M, Macchi C, Cecchi F. Decannulation and improvement of responsiveness in patients with disorders of consciousness. Neuropsychol Rehabil 2020; 32:520-536. [PMID: 33100115 DOI: 10.1080/09602011.2020.1833944] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Decannulation is a rehabilitation milestone in patients with Disorders of Consciousness (DoC). investigate the relationship between decannulation and improvement of responsiveness (IR) in DoC. 236 tracheostomized patients with severe Acquired Brain Injury and DoC admitted in the Intensive Rehabilitation Unit were retrospectively included. They received personalized interdisciplinary rehabilitation. At discharge, IR was evaluated. The association between IR and demographic/clinical data was investigated using a logistic regression analysis, both in the Unresponsive Wakefulness Syndrome (UWS) and Minimal Consciousness State (MCS) group, divided according to their Coma Recovery Scale-Revised score at admission. In the UWS group (N = 107), only decannulation was associated with IR at discharge (OR: 5.94, CI: 2.08-16.91, p = .001). In the MCS group (N = 129) time post-injury (OR: 0.983, CI: 0.97-0.99, p = .012) and decannulation were associated with IR at discharge (OR: 17.9, CI: 6.39-50.13, p < .001). Decannulation and IR were found to be strongly related, independently from the initial clinical state. While the retrospective nature of the study could not exclude that decannulation may be a consequence of a spontaneous recovery, the obtained results may disclose its potential influence on the clinical history of patients with DoC.
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Affiliation(s)
- Bahia Hakiki
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | | | | | - Emilio Portaccio
- SOC Neurologia, Ospedale San Giovanni di Dio, Firenze, AUSL Toscana Centro, Florence, Italy
| | | | | | | | - Maenia Scarpino
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.,Dipartimento Neuromuscolo-Scheletrico e degli Organi di Senso, SODc Neurofisiopatologia, AOU Careggi, Florence, Italy
| | - Claudio Macchi
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
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18
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Aidinoff E, Elkayam K, Oximitny A, Groswasser Z, Gelernter I, Catz A. Consciousness recovery after various periods in vegetative state. Brain Inj 2020; 34:1253-1256. [PMID: 32757790 DOI: 10.1080/02699052.2020.1800093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND Recent studies suggest that late recovery from vegetative state (VS) is more prevalent today than previously thought. This study examined the decline in the rate of recovery from VS with time after admission to rehabilitation, and established a new time frame, in which the odds of recovery from VS remain substantial. METHODS Data of 206 patients with VS after traumatic and non-traumatic brain injuries (TBI and NTBI), who were treated at the Loewenstein Rehabilitation Hospital (LRH), in Raanana, Israel, between 2003 and 2015, and described in a previous publication, were further analysed. Rate of recovery from VS was monitored at several time points after admission to intensive care and consciousness rehabilitation (ICCR). RESULTS The odds of consciousness recovery were at least 54% at admission to ICCR, and 48%, 33%, 19%, and 7% at 3, 6, 9, and 12 months after admission, respectively. CONCLUSIONS The rate of recovery from VS decreases significantly with time, but contrary to previous consensus, 6-12 months after admission to ICCR, the odds of recovery from VS after TBI and NTBI remain substantial.
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Affiliation(s)
- Elena Aidinoff
- Intensive Care and Consciousness Rehabilitation Department, Loewenstein Rehabilitation Hospital , Raanana, Israel.,Intensive Care and Consciousness Rehabilitation Department, Tel Aviv University , Tel Aviv, Israel
| | - Keren Elkayam
- Intensive Care and Consciousness Rehabilitation Department, Loewenstein Rehabilitation Hospital , Raanana, Israel
| | - Ana Oximitny
- Intensive Care and Consciousness Rehabilitation Department, Loewenstein Rehabilitation Hospital , Raanana, Israel
| | - Zeev Groswasser
- Intensive Care and Consciousness Rehabilitation Department, Loewenstein Rehabilitation Hospital , Raanana, Israel.,Intensive Care and Consciousness Rehabilitation Department, Tel Aviv University , Tel Aviv, Israel
| | - Ilana Gelernter
- Intensive Care and Consciousness Rehabilitation Department, Tel Aviv University , Tel Aviv, Israel
| | - Amiram Catz
- Intensive Care and Consciousness Rehabilitation Department, Loewenstein Rehabilitation Hospital , Raanana, Israel.,Intensive Care and Consciousness Rehabilitation Department, Tel Aviv University , Tel Aviv, Israel
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19
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Estraneo A, Fiorenza S, Magliacano A, Formisano R, Mattia D, Grippo A, Romoli AM, Angelakis E, Cassol H, Thibaut A, Gosseries O, Lamberti G, Noé E, Bagnato S, Edlow BL, Chatelle C, Lejeune N, Veeramuthu V, Bartolo M, Toppi J, Zasler N, Schnakers C, Trojano L. Multicenter prospective study on predictors of short-term outcome in disorders of consciousness. Neurology 2020; 95:e1488-e1499. [PMID: 32661102 PMCID: PMC7713739 DOI: 10.1212/wnl.0000000000010254] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 03/20/2020] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE This international multicenter, prospective, observational study aimed at identifying predictors of short-term clinical outcome in patients with prolonged disorders of consciousness (DoC) due to acquired severe brain injury. METHODS Patients in vegetative state/unresponsive wakefulness syndrome (VS/UWS) or in minimally conscious state (MCS) were enrolled within 3 months from their brain injury in 12 specialized medical institutions. Demographic, anamnestic, clinical, and neurophysiologic data were collected at study entry. Patients were then followed up for assessing the primary outcome, that is, clinical diagnosis according to standardized criteria at 6 months postinjury. RESULTS We enrolled 147 patients (44 women; mean age 49.4 [95% confidence interval 46.1-52.6] years; VS/UWS 71, MCS 76; traumatic 55, vascular 56, anoxic 36; mean time postinjury 59.6 [55.4-63.6] days). The 6-month follow-up was complete for 143 patients (VS/UWS 70; MCS 73). With respect to study entry, the clinical diagnosis improved in 72 patients (VS/UWS 27; MCS 45). Younger age, shorter time postinjury, higher Coma Recovery Scale-Revised total score, and presence of EEG reactivity to eye opening at study entry predicted better outcome, whereas etiology, clinical diagnosis, Disability Rating Scale score, EEG background activity, acoustic reactivity, and P300 on event-related potentials were not associated with outcome. CONCLUSIONS Multimodal assessment could identify patients with higher likelihood of clinical improvement in order to help clinicians, families, and funding sources with various aspects of decision-making. This multicenter, international study aims to stimulate further research that drives international consensus regarding standardization of prognostic procedures for patients with DoC.
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Affiliation(s)
- Anna Estraneo
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA.
| | - Salvatore Fiorenza
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Alfonso Magliacano
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Rita Formisano
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Donatella Mattia
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Antonello Grippo
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Anna Maria Romoli
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Efthymios Angelakis
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Helena Cassol
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Aurore Thibaut
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Olivia Gosseries
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Gianfranco Lamberti
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Enrique Noé
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Sergio Bagnato
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Brian L Edlow
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Camille Chatelle
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Nicolas Lejeune
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Vigneswaran Veeramuthu
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Michelangelo Bartolo
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Jlenia Toppi
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Nathan Zasler
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Caroline Schnakers
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
| | - Luigi Trojano
- From IRCCS Fondazione Don Carlo Gnocchi (A.E., A.G., A.M.R.), Florence; Istituti Clinici Scientifici Maugeri IRCCS (S.F.), SB S.p.A., Laboratorio di Valutazione Multimodale dei Disordini della Coscienza, Telese Terme (BN); Department of Psychology (A.M., L.T.), University of Campania L. Vanvitelli, Caserta; Fondazione Santa Lucia IRCCS (R.F., D.M.), Rome, Italy; Neurosurgery Department (E.A.), University of Athens Medical School, Greece; Coma Science Group (H.C., A.T., O.G.), GIGA Consciousness, University and University Hospital of Liège, Belgium; Neurorehabilitation and Vegetative State Unit (G.L.), E. Viglietta, Cuneo, Italy; NEURORHB-Servicio de Neurorrehabilitación de Hospitales Vithas (E.N.), Valencia, Spain; Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries (S.B.), Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù, Italy; Center for Neurotechnology and Neurorecovery (B.L.E., C.C.), Department of Neurology, Massachusetts General Hospital, Boston; CHN William Lennox (N.L.), Ottignies, Belgium; Department of Psychology (V.V.), University of Reading Malaysia; Neurorehabilitation Unit (M.B.), HABILITA Zingonia/Ciserano, Bergamo; Department of Computer, Control and Management Engineering (J.T.), Sapienza University of Rome, Italy; Concussion Care Centre of Virginia, Ltd. (N.Z.), Richmond; and Research Institute (C.S.), Casa Colina Hospital and Centers for Healthcare, Pomona, CA
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Minimum Competency Recommendations for Programs That Provide Rehabilitation Services for Persons With Disorders of Consciousness: A Position Statement of the American Congress of Rehabilitation Medicine and the National Institute on Disability, Independent Living and Rehabilitation Research Traumatic Brain Injury Model Systems. Arch Phys Med Rehabil 2020; 101:1072-1089. [PMID: 32087109 DOI: 10.1016/j.apmr.2020.01.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 01/27/2020] [Accepted: 01/28/2020] [Indexed: 11/24/2022]
Abstract
Persons who have disorders of consciousness (DoC) require care from multidisciplinary teams with specialized training and expertise in management of the complex needs of this clinical population. The recent promulgation of practice guidelines for patients with prolonged DoC by the American Academy of Neurology, American Congress of Rehabilitation Medicine (ACRM), and National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR) represents a major advance in the development of care standards in this area of brain injury rehabilitation. Implementation of these practice guidelines requires explication of the minimum competencies of clinical programs providing services to persons who have DoC. The Brain Injury Interdisciplinary Special Interest Group of the ACRM, in collaboration with the Disorders of Consciousness Special Interest Group of the NIDILRR-Traumatic Brain Injury Model Systems convened a multidisciplinary panel of experts to address this need through the present position statement. Content area-specific workgroups reviewed relevant peer-reviewed literature and drafted recommendations which were then evaluated by the expert panel using a modified Delphi voting process. The process yielded 21 recommendations on the structure and process of essential services required for effective DoC-focused rehabilitation, organized into 4 categories: diagnostic and prognostic assessment (4 recommendations), treatment (11 recommendations), transitioning care/long-term care needs (5 recommendations), and management of ethical issues (1 recommendation). With few exceptions, these recommendations focus on infrastructure requirements and operating procedures for the provision of DoC-focused neurorehabilitation services across subacute and postacute settings.
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Giacino JT, Sherer M, Christoforou A, Maurer-Karattup P, Hammond FM, Long D, Bagiella E. Behavioral Recovery and Early Decision Making in Patients with Prolonged Disturbance in Consciousness after Traumatic Brain Injury. J Neurotrauma 2020; 37:357-365. [PMID: 31502498 PMCID: PMC6964809 DOI: 10.1089/neu.2019.6429] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
The extent of behavioral recovery that occurs in patients with traumatic disorders of consciousness (DoC) following discharge from the acute care setting has been under-studied and increases the risk of overly pessimistic outcome prediction. The aim of this observational cohort study was to systematically track behavioral and functional recovery in patients with prolonged traumatic DoC following discharge from the acute care setting. Standardized behavioral data were acquired from 95 patients in a minimally conscious (MCS) or vegetative state (VS) recruited from 11 clinic sites and randomly assigned to the placebo arm of a previously completed prospective clinical trial. Patients were followed for 6 weeks by blinded observers to determine frequency of recovery of six target behaviors associated with functional status. The Coma Recovery Scale-Revised and Disability Rating Scale were used to track reemergence of target behaviors and assess degree of functional disability, respectively. Twenty percent (95% confidence interval [CI]: 13-30%) of participants (mean age 37.2; median 47 days post-injury; 69 men) recovered all six target behaviors within the 6 week observation period. The odds of recovering a specific target behavior were 3.2 (95% CI: 1.2-8.1) to 7.8 (95% CI: 2.7-23.0) times higher for patients in MCS than for those in VS. Patients with preserved language function ("MCS+") recovered the most behaviors (p ≤ 0.002) and had the least disability (p ≤ 0.002) at follow-up. These findings suggest that recovery of high-level behaviors underpinning functional independence is common in patients with prolonged traumatic DoC. Clinicians involved in early prognostic counseling should recognize that failure to emerge from traumatic DoC before 28 days does not necessarily portend unfavorable outcome.
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Affiliation(s)
- Joseph T. Giacino
- Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- JFK Johnson Rehabilitation Institute, Edison, New Jersey
| | - Mark Sherer
- Methodist Rehabilitation Center, Jackson, Mississippi
- TIRR Memorial Hermann, Houston, Texas
| | - Andrea Christoforou
- Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
| | | | - Flora M. Hammond
- Department of Physical Medicine and Rehabilitation, Carolinas Rehabilitation, Charlotte, North Carolina
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, Indiana
| | - David Long
- Brain Injury Program, Bryn Mawr Rehab Hospital, Malvern, Pennsylvania
| | - Emilia Bagiella
- Center for Biostatistics, Icahn School of Medicine at Mount Sinai, New York, New York
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22
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Prediction of functional outcome and discharge destination in patients with traumatic brain injury after post-acute rehabilitation. Int J Rehabil Res 2019; 42:256-262. [PMID: 31033582 DOI: 10.1097/mrr.0000000000000353] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
As the survival rate of traumatic brain injury increases, the burden of care for patients with traumatic brain injury is emerging as a socioeconomic issue and the discharge destination is one of the important outcome measures in the post-acute rehabilitation unit. To investigate the predictors of functional outcome and discharge destination in patients with traumatic brain injury after post-acute rehabilitation. A retrospective review was performed on 86 patients who were admitted to the rehabilitation unit between January 2010 and June 2017. Multiple regression analysis was used as a statistical method to identify the factors affecting Modified Barthel Index and discharge destination. The number of days from traumatic brain injury onset to rehabilitation unit admission (odds ratio = 0.959, P = 0.049), brain surgery for traumatic brain injury management (odds ratio = 0.160, P = 0.021), initial Glasgow Coma Scale score (odds ratio = 1.269, P = 0.022) and Mini-Mental State Examination score at admission (odds ratio = 1.245, P < 0.001) were the predictive factors for higher Modified Barthel Index after rehabilitation. Underlying vascular risk factors (odds ratio = 0.138, P = 0.015), Modified Barthel Index score after rehabilitation (odds ratio = 1.085, P < 0.001) and deductible-free insurance (odds ratio = 0.211, P = 0.032) were the predictive factors of home discharge. The functional outcome of patients with traumatic brain injury after rehabilitation was related to the severity of initial injury, cognitive function at admission and rehabilitation timing. The discharge destination after rehabilitation was related to functional outcome, insurance issues and underlying vascular risk factors.
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Estraneo A, De Bellis F, Masotta O, Loreto V, Fiorenza S, Lo Sapio M, Trojano L. Demographical and clinical indices for long-term evolution of patients in vegetative or in minimally conscious state. Brain Inj 2019; 33:1633-1639. [DOI: 10.1080/02699052.2019.1658220] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- A Estraneo
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
- Department of Neurology, Santa Maria della Pietà General Hospital, Nola, Italy
| | - F De Bellis
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
| | - O Masotta
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
| | - V Loreto
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
- Department of Neurology, Santa Maria della Pietà General Hospital, Nola, Italy
| | - S Fiorenza
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
| | - M Lo Sapio
- Disorders of Consciousness Laboratory, Institute of Telese Terme, Maugeri Scientific and Clinical Institutes, IRCCS, Telese Terme (BN), Italy
| | - L Trojano
- Neuropsychology Lab., Department of Psychology, University of Campania 'Luigi Vanvitelli', Caserta, Italy
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Bareham CA, Allanson J, Roberts N, Hutchinson PJA, Pickard JD, Menon DK, Chennu S. Longitudinal assessments highlight long-term behavioural recovery in disorders of consciousness. Brain Commun 2019; 1:fcz017. [PMID: 31886461 PMCID: PMC6924536 DOI: 10.1093/braincomms/fcz017] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/13/2019] [Accepted: 08/25/2019] [Indexed: 11/30/2022] Open
Abstract
Accurate diagnosis and prognosis of disorders of consciousness is complicated by the variability amongst patients' trajectories. However, the majority of research and scientific knowledge in this field is based on cross-sectional studies. The translational gap in applying this knowledge to inform clinical management can only be bridged by research that systematically examines follow-up. In this study, we present findings from a novel longitudinal study of the long-term recovery trajectory of 39 patients, repeatedly assessed using the Coma Recovery Scale-Revised once every 3 months for 2 years, generating 185 assessments. Despite the expected inter-patient variability, there was a statistically significant improvement in behaviour over time. Further, improvements began approximately 22 months after injury. Individual variation in the trajectory of recovery was influenced by initial diagnosis. Patients with an initial diagnosis of unresponsive wakefulness state, who progressed to the minimally conscious state, did so at a median of 485 days following onset-later than 12-month period after which current guidelines propose permanence. Although current guidelines are based on the expectation that patients with traumatic brain injury show potential for recovery over longer periods than those with non-traumatic injury, we did not observe any differences between trajectories in these two subgroups. However, age was a significant predictor, with younger patients showing more promising recovery. Also, progressive increases in arousal contributed exponentially to improvements in behavioural awareness, especially in minimally conscious patients. These findings highlight the importance of indexing arousal when measuring awareness, and the potential for interventions to regulate arousal to aid long-term behavioural recovery in disorders of consciousness.
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Affiliation(s)
- Corinne A Bareham
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Judith Allanson
- Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK
| | - Neil Roberts
- Sawbridgeworth Medical Services, Jacobs & Gardens Neuro Centres, Sawbridgeworth CM21 0HH, UK
| | - Peter J A Hutchinson
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - John D Pickard
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - David K Menon
- Division of Anaesthesia, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Srivas Chennu
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
- School of Computing, University of Kent, Chatham Maritime, ME4 4AG, UK
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Scarpino M, Lolli F, Hakiki B, Atzori T, Lanzo G, Sterpu R, Portaccio E, Romoli AM, Morrocchesi A, Amantini A, Macchi C, Grippo A. Prognostic value of post-acute EEG in severe disorders of consciousness, using American Clinical Neurophysiology Society terminology. Neurophysiol Clin 2019; 49:317-327. [DOI: 10.1016/j.neucli.2019.07.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 07/01/2019] [Accepted: 07/01/2019] [Indexed: 12/15/2022] Open
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Lucca LF, Lofaro D, Pignolo L, Leto E, Ursino M, Cortese MD, Conforti D, Tonin P, Cerasa A. Outcome prediction in disorders of consciousness: the role of coma recovery scale revised. BMC Neurol 2019; 19:68. [PMID: 30999877 PMCID: PMC6472098 DOI: 10.1186/s12883-019-1293-7] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 03/31/2019] [Indexed: 01/05/2023] Open
Abstract
Background To evaluate the utility of the revised coma remission scale (CRS-r), together with other clinical variables, in predicting emergence from disorders of consciousness (DoC) during intensive rehabilitation care. Methods Data were retrospectively extracted from the medical records of patients enrolled in a specialized intensive rehabilitation unit. 123 patients in a vegetative state (VS) and 57 in a minimally conscious state (MCS) were included and followed for a period of 8 weeks. Demographical and clinical factors were used as outcome measures. Univariate and multivariate Cox regression models were employed for examining potential predictors for clinical outcome along the time. Results VS and MCS groups were matched for demographical and clinical variables (i.e., age, aetiology, tracheostomy and route of feeding). Within 2 months after admission in intensive neurorehabilitation unit, 3.9% were dead, 35.5% had a full recovery of consciousness and 66.7% remained in VS or MCS. Multivariate analysis demonstrated that the best predictor of functional improvement was the CRS-r scores. In particular, patients with values greater than 12 at admission were those with a favourable likelihood of emergence from DoC. Conclusions Our study highlights the role of the CRS-r scores for predicting a short-term favorable outcome.
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Affiliation(s)
- Lucia Francesca Lucca
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy.
| | - Danilo Lofaro
- Dipartimento di Ingegneria Meccanica, Energetica e Gestionale - DIMEG, UNICAL, Arcavata di Rende (CS), Rende, Italy.,Kidney and Transplantation Research Center, Annunziata Hospital, Cosenza, Italy
| | - Loris Pignolo
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy
| | - Elio Leto
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy
| | - Maria Ursino
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy
| | - Maria Daniela Cortese
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy
| | - Domenico Conforti
- Kidney and Transplantation Research Center, Annunziata Hospital, Cosenza, Italy
| | - Paolo Tonin
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy
| | - Antonio Cerasa
- S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900, Crotone, Italy. .,Neuroimaging Unit, IBFM-CNR, 88100, Catanzaro, Italy.
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Comparison of Functional Outcomes Between Elderly and Young Patients With Traumatic Brain Injury in a Subacute Rehabilitation Unit. TOPICS IN GERIATRIC REHABILITATION 2019. [DOI: 10.1097/tgr.0000000000000224] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Alvarez G, Suskauer SJ, Slomine B. Clinical Features of Disorders of Consciousness in Young Children. Arch Phys Med Rehabil 2019; 100:687-694. [PMID: 30639270 DOI: 10.1016/j.apmr.2018.12.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 12/17/2018] [Accepted: 12/22/2018] [Indexed: 11/18/2022]
Abstract
OBJECTIVES To investigate behavioral and demographic features of levels of consciousness in young children with brain injury, including the classifications of consciousness: conscious state (CS), minimally conscious state (MCS), and vegetative state (VS), and to investigate the course of recovery in children with disorders of consciousness (DOC). DESIGN Retrospective chart review and post hoc analysis. SETTING Pediatric inpatient rehabilitation unit. PARTICIPANTS Children aged 6 months to 5 years (N=54) admitted for inpatient rehabilitation directly from an acute care hospital following new neurologic injury from 2011 to 2016. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Clinically abstracted behavioral features of DOC and levels of consciousness at admission and discharge, based on established guidelines from the Aspen Neurobehavioral Conference Workgroup. RESULTS Children in MCS were younger than children in CS. Commonly observed behaviors in children in VS were mouth movements or vocalizations, flexion withdrawal or motor posturing, visual or auditory startle, and localization to sound. Common features of MCS were contingent affect, visual fixation or pursuit, automatic motor behavior, and contingent communicative intent. No children in MCS showed command following or intelligible verbalizations. All children in CS showed functional object use, while functional communication was observed in a subset. By discharge, more than half of children in VS emerged to MCS, and a third emerged from MCS to CS. No child emerged from VS to CS. CONCLUSIONS Visual and motor skills may be most applicable, and language-based skills may be least applicable for the assessment of DOC in very young children. Accurate classifications of consciousness may have important prognostic implications, and additional research is needed to develop clear guidelines for assessment of DOC in this population.
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Affiliation(s)
- Gabrielle Alvarez
- Department of Neuropsychology, Children's Healthcare of Atlanta, Atlanta, Georgia.
| | - Stacy J Suskauer
- Division of Pediatric Rehabilitation Medicine, Kennedy Krieger Institute, Baltimore, Maryland; Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Beth Slomine
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Sanz LRD, Lejeune N, Blandiaux S, Bonin E, Thibaut A, Stender J, Farber NM, Zafonte RD, Schiff ND, Laureys S, Gosseries O. Treating Disorders of Consciousness With Apomorphine: Protocol for a Double-Blind Randomized Controlled Trial Using Multimodal Assessments. Front Neurol 2019; 10:248. [PMID: 30941094 PMCID: PMC6433751 DOI: 10.3389/fneur.2019.00248] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 02/25/2019] [Indexed: 01/20/2023] Open
Abstract
Background: There are few available therapeutic options to promote recovery among patients with chronic disorders of consciousness (DOC). Among pharmacological treatments, apomorphine, a dopamine agonist, has exhibited promising behavioral effects and safety of use in small-sample pilot studies. The true efficacy of the drug and its neural mechanism are still unclear. Apomorphine may act through a modulation of the anterior forebrain mesocircuit, but neuroimaging and neurophysiological investigations to test this hypothesis are scarce. This clinical trial aims to (1) assess the treatment effect of subcutaneous apomorphine infusions in patients with DOC, (2) better identify the phenotype of responders to treatment, (3) evaluate tolerance and side effects in this population, and (4) examine the neural networks underlying its modulating action on consciousness. Methods/Design: This study is a prospective double-blind randomized parallel placebo-controlled trial. Forty-eight patients diagnosed with DOC will be randomized to receive a 30-day regimen of either apomorphine hydrochloride or placebo subcutaneous infusions. Patients will be monitored at baseline 30 days before initiation of therapy, during treatment and for 30 days after treatment washout, using standardized behavioral scales (Coma Recovery Scale-Revised, Nociception Coma Scale-Revised), neurophysiological measures (electroencephalography, body temperature, actigraphy) and brain imaging (magnetic resonance imaging, positron emission tomography). Behavioral follow-up will be performed up to 2 years using structured phone interviews. Analyses will look for changes in behavioral status, circadian rhythmicity, brain metabolism, and functional connectivity at the individual level (comparing before and after treatment) and at the group level (comparing apomorphine and placebo arms, and comparing responder and non-responder groups). Discussion: This study investigates the use of apomorphine for the recovery of consciousness in the first randomized placebo-controlled double-blind trial using multimodal assessments. The results will contribute to define the role of dopamine agonists for the treatment of these challenging conditions and identify the neural correlates to their action. Results will bring objective evidence to further assess the modulation of the anterior forebrain mesocircuit by pharmacological agents, which may open new therapeutic perspectives. Clinical Trial Registration: EudraCT n°2018-003144-23; Clinicaltrials.gov n°NCT03623828 (https://clinicaltrials.gov/ct2/show/NCT03623828).
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Affiliation(s)
- Leandro R. D. Sanz
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
| | - Nicolas Lejeune
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
- CHN William Lennox, Groupe Hospitalier Saint-Luc, Ottignies-Louvain-la-Neuve, Belgium
- Institute of Neurosciences, UCLouvain, Brussels, Belgium
| | - Séverine Blandiaux
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
| | - Estelle Bonin
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
| | - Aurore Thibaut
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Boston, MA, United States
| | - Johan Stender
- Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark
| | - Neal M. Farber
- NeuroHealing Pharmaceuticals Inc., Newton, MA, United States
| | - Ross D. Zafonte
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Boston, MA, United States
| | - Nicholas D. Schiff
- Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, New York, NY, United States
| | - Steven Laureys
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
| | - Olivia Gosseries
- GIGA Consciousness, University of Liège, Liège, Belgium
- Coma Science Group, University Hospital of Liège, Liège, Belgium
- *Correspondence: Olivia Gosseries
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Baricich A, de Sire A, Antoniono E, Gozzerino F, Lamberti G, Cisari C, Invernizzi M. Recovery from vegetative state of patients with a severe brain injury: a 4-year real-practice prospective cohort study. FUNCTIONAL NEUROLOGY 2018; 32:131-136. [PMID: 29042001 DOI: 10.11138/fneur/2017.32.3.131] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Patients who have suffered severe traumatic or nontraumatic brain injuries can show a progressive recovery, transitioning through a range of clinical conditions. They may progress from coma to a vegetative state (VS) and/or a minimally conscious state (MCS). A longer duration of the VS is known to be related to a lower probability of emergence from it; furthermore, the literature seems to lack evidence of late improvements in these patients. This real-practice prospective cohort study was conducted in inpatients in a VS following a severe brain injury, consecutively admitted to a vegetative state unit (VSU). The aim of the study was to assess their recovery in order to identify variables that might increase the probability of a VS patient transitioning to MCS. Rehabilitation treatment included passive joint mobilisation and helping/placing patients into an upright sitting position on a tilt table. All the patients underwent a specific assessment protocol every month to identify any emergence, however late, from the VS. Over a 4-year period, 194 patients suffering sequelae of a severe brain injury, consecutively seen, had an initial Glasgow Coma Scale score ≤ 8. Of these, 63 (32.5%) were in a VS, 84 (43.3%) in a MCS, and 47 (24.2%) in a coma; of the 63 patients admitted in a VS, 49 (57.1% males and 42.9% females, mean age 25.34 ± 19.12 years) were transferred to a specialist VSU and put on a slow-to-recover brain injury programme. Ten of these 49 patients were still in a VS after 36 months; of these 10, 3 recovered consciousness, transitioning to a MCS, 2 died, and 5 remained in a VS during the last 12 months of the observation. Univariate analysis identified male sex, youth, a shorter time from onset of the VS, diffuse brain injury, and the presence of status epilepticus as variables increasing the likelihood of transition to a MCS. Long-term monitoring of patients with chronic disorders of consciousness should be adequately implemented in order to optimise their access to rehabilitation services.
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Portaccio E, Morrocchesi A, Romoli AM, Hakiki B, Taglioli MP, Lippi E, Di Renzone M, Grippo A, Macchi C. Score on Coma Recovery Scale-Revised at admission predicts outcome at discharge in intensive rehabilitation after severe brain injury. Brain Inj 2018; 32:730-734. [DOI: 10.1080/02699052.2018.1440420] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Emilio Portaccio
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Azzurra Morrocchesi
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Anna Maria Romoli
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Bahia Hakiki
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Maria Pia Taglioli
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Elena Lippi
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Martina Di Renzone
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Antonello Grippo
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
| | - Claudio Macchi
- Intensive Rehabilitation Unit, IRCCS Don Gnocchi Foundation, Florence, Italy
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
- Intensive Rehabilitation Unit Study Group of the IRCCS Don Gnocchi Foundation, Italy
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32
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Portaccio E, Morrocchesi A, Romoli AM, Hakiki B, Taglioli MP, Lippi E, Di Renzone M, Grippo A, Macchi C. Improvement on the Coma Recovery Scale-Revised During the First Four Weeks of Hospital Stay Predicts Outcome at Discharge in Intensive Rehabilitation After Severe Brain Injury. Arch Phys Med Rehabil 2018; 99:914-919. [PMID: 29428346 DOI: 10.1016/j.apmr.2018.01.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 01/11/2018] [Accepted: 01/13/2018] [Indexed: 12/01/2022]
Abstract
OBJECTIVES To evaluate the prognostic utility of serial assessment on the Coma Recovery Scale-Revised (CRS-R) during the first 4 weeks of intensive rehabilitation in patients surviving a severe brain injury. DESIGN Prospective cohort study. SETTING An intensive rehabilitation unit. PARTICIPANTS Patients (N=110) consecutively admitted to the intensive rehabilitation unit. Inclusion criteria were (1) a diagnosis of unresponsive wakefulness syndrome (UWS) or minimally conscious state (MCS) caused by an acquired brain injury, and (2) aged >18 years. INTERVENTIONS All patients underwent clinical evaluations using the Italian version of the CRS-R during the first month of hospital stay. MAIN OUTCOME MEASURES Behavioral classification on the CRS-R and the score on the Glasgow Outcome Scale (GOS) at final discharge. Patients transitioning from UWS to MCS or emergence from MCS (E-MCS), and from MCS to E-MCS were classified as patients with improved responsiveness (IR). RESULTS After a mean ± SD hospital stay of 5.3±2.7 months, 59 of 110 patients (53.6%) achieved IR. In the multivariable analysis, a higher CRS-R score change at week 4 (odds ratio =1.99; 95% confidence interval [CI], 1.49-2.66; P<.001) was the only significant predictor of IR at discharge. Fifty-three patients (48.2%) were classified as severely impaired at discharge (GOS=3). In the multivariable analysis, higher GOS scores were related to a higher CRS-R score at admission (B=.051; 95% CI, .027-.074; P<.001), a higher CRS-R score change at week 4 (B=.087; 95% CI, .064-.110; P<.001), and an absence of severe infections (B=-.477; 95% CI, -.778 to -.176; P=.002). CONCLUSIONS An improvement on the total CRS-R score and on different subscales across the first 4 weeks of inpatient rehabilitation discriminates patients who will have a better outcome at discharge, providing information for rehabilitation planning and for communication with patients and their caregivers.
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Affiliation(s)
| | | | | | - Bahia Hakiki
- IRCCS Don Gnocchi Foundation, Florence, Italy; University of Florence, Florence, Italy
| | | | - Elena Lippi
- IRCCS Don Gnocchi Foundation, Florence, Italy
| | | | | | - Claudio Macchi
- IRCCS Don Gnocchi Foundation, Florence, Italy; University of Florence, Florence, Italy
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Ziaeirad M, Alimohammadi N, Irajpour A, Aminmansour B. Association between Outcome of Severe Traumatic Brain Injury and Demographic, Clinical, Injury-related Variables of Patients. IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH 2018; 23:211-216. [PMID: 29861760 PMCID: PMC5954643 DOI: 10.4103/ijnmr.ijnmr_65_17] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: Traumatic brain injury (TBI) is a main health problem among communities. There exists a variety of effective factors on the outcome of patients with TBI. We describe the demographic, clinical, and injury related variables of the patients with severe TBI, and determine the predictors of outcome. Materials and Methods: We did this cross-sectional study on all 267 adult patients with severe TBI admitted to three trauma centers of Isfahan University of Medical Sciences (IUMS) from March 20, 2014 to March 19, 2015. Data were extracted from patients' profiles. We considered the patients' outcome as discharged and died. We analyzed the collected data using descriptive (frequency, mean, and standard deviation) and analytical (independent t-test, Mann–Whitney U-test, Kruskal–Wallis test and logistic regression) statistics in Statistical Package for the Social Sciences (SPSS) 16.0. We considered p < 0.05 as the significance level. Results: The mean (SD) age of patients was 43.86 (18.40) years. The majority of the population was men (87.27%). Road traffic accidents (RTAs) were the most common mechanism of trauma (79.40%). The mean (SD) of Glasgow coma scale (GCS) was 6.03 (3.11). In 50.19% of the patients, the pupillary reflex was absent. One hundred and twenty-four patients (46.44%) died before discharge. We found age, gender, GCS, pupillary reflex, hypernatremia, and increased intracranial pressure (IICP) as the predictors of death in severe TBI. Conclusions: In this study, the mortality rate of patients with severe TBI was high. In addition, some factors were determined as the significant predictors of outcome. The findings can assist in planning to enhance the quality of care and reduce the mortality rate in the patients with severe TBI.
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Affiliation(s)
- Marzieh Ziaeirad
- Student Research Center, School of Nursing and Midwifery, Isfahan University of Medical Sciences, Isfahan, Iran.,Department of Nursing, Nursing and Midwifery Faculty, Isfahan (Khorasgan) Branch, Islamic Azad University, Isfahan, Iran
| | | | - Alireza Irajpour
- Department of Critical Care Nursing, Nursing and Midwifery Care Research Center, Nursing and Midwifery Faculty, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Bahram Aminmansour
- Department of Neurosurgery, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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Conde V, Andreasen SH, Petersen TH, Larsen KB, Madsen K, Andersen KW, Akopian I, Madsen KH, Hansen CP, Poulsen I, Kammersgaard LP, Siebner HR. Alterations in the brain's connectome during recovery from severe traumatic brain injury: protocol for a longitudinal prospective study. BMJ Open 2017; 7:e016286. [PMID: 28615277 PMCID: PMC5541610 DOI: 10.1136/bmjopen-2017-016286] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
INTRODUCTION Traumatic brain injury (TBI) is considered one of the most pervasive causes of disability in people under the age of 45. TBI often results in disorders of consciousness, and clinical assessment of the state of consciousness in these patients is challenging due to the lack of behavioural responsiveness. Functional neuroimaging offers a means to assess these patients without the need for behavioural signs, indicating that brain connectivity plays a major role in consciousness emergence and maintenance. However, little is known regarding how changes in connectivity during recovery from TBI accompany changes in the level of consciousness. Here, we aim to combine cutting-edge neuroimaging techniques to follow changes in brain connectivity in patients recovering from severe TBI. METHODS AND ANALYSIS A multimodal, longitudinal assessment of 30 patients in the subacute stage after severe TBI will be made comprising an MRI session combined with electroencephalography (EEG), a positron emission tomography session and a transcranial magnetic stimulation (TMS) combined with EEG (TMS/EEG) session. A group of 20 healthy participants will be included for comparison. Four sessions for patients and two sessions for healthy participants will be planned. Data analysis techniques will focus on whole-brain, both data-driven and hypothesis-driven, connectivity measures that will be specific to the imaging modality. ETHICS AND DISSEMINATION The project has received ethical approval by the local ethics committee of the Capital Region of Denmark and by the Danish Data Protection. Results will be published as original research articles in peer-reviewed journals and disseminated in international conferences. None of the measurements will have any direct clinical impact on the patients included in the study but may benefit future patients through a better understanding of the mechanisms underlying the recovery process after TBI. TRIAL REGISTRATION NUMBER NCT02424656; PRE-RESULTS.
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Affiliation(s)
- Virginia Conde
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Sara Hesby Andreasen
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Tue Hvass Petersen
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Karen Busted Larsen
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Karine Madsen
- Department of Clinical Physiology and Nuclear Medicine, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Kasper Winther Andersen
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Irina Akopian
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Kristoffer Hougaard Madsen
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
- Section for Cognitive Systems, DTU Compute, Technical University of Denmark, Copenhagen, Denmark
| | - Christian Pilebæk Hansen
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Ingrid Poulsen
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Lars Peter Kammersgaard
- Department of Neurorehabilitation, Traumatic Brain Injury, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Hartwig Roman Siebner
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
- Department of Neurology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
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Yelden K, Sargent S, Samanta J. Understanding the decision-making environment for people in minimally conscious state. Neuropsychol Rehabil 2017; 28:1415-1426. [DOI: 10.1080/09602011.2017.1310657] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Kudret Yelden
- Research Department, Royal Hospital for Neuro-disability, London, UK
| | - Sarah Sargent
- School of Law, University of Buckingham, Buckingham, UK
| | - Jo Samanta
- Leicester De Montfort Law School, De Montfort University, Leicester, UK
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Eilander HJ, Wijnen VJM, Schouten EJ, Lavrijsen JCM. Ten-to-twelve years after specialized neurorehabilitation of young patients with severe disorders of consciousness: A follow-up study. Brain Inj 2016; 30:1302-1310. [PMID: 27589011 DOI: 10.3109/02699052.2016.1170881] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE To explore the long-term outcome of young patients with disorders of consciousness who had received intensive neurorehabilitation. METHODS A cross-sectional cohort study, in which the survival, level of consciousness, functional independence, mobility, communication and living situation were determined by means of a structured questionnaire. The cohort consisted of 44 children and young adults, originally either in a prolonged Vegetative State/Unresponsive Wakefulness Syndrome (VS/UWS, n = 33) or a Minimally Conscious State (MCS, n = 11) who had received a specialized neurorehabilitation programme 10-12 years earlier. RESULTS Response rate was 72% (34/44). Eleven patients were deceased, 10 of whom were in VS/UWS or MCS at discharge from the programme. Of the remaining 23 patients, 19 were conscious. Twelve lived independently, of whom six required some household support. One conscious patient lived permanently in a long-term care facility. All other patients lived either independently or with their parents. None of the VS/UWS or MCS patients showed any functional recovery. CONCLUSION Two main long-term outcome scenarios can be recognized. Two-thirds of the participating patients who were conscious at programme discharge were able to live independently, whereas almost two-thirds of the participating patients who were in VS/UWS or MCS at discharge subsequently died.
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Affiliation(s)
- Henk J Eilander
- a Libra Rehabilitation Medicine and Audiology , Tilburg , The Netherlands.,b Radboud University Nijmegen Medical Centre , Department of Primary and Community Care , Nijmegen , The Netherlands
| | - Viona J M Wijnen
- a Libra Rehabilitation Medicine and Audiology , Tilburg , The Netherlands.,b Radboud University Nijmegen Medical Centre , Department of Primary and Community Care , Nijmegen , The Netherlands
| | - Evert J Schouten
- a Libra Rehabilitation Medicine and Audiology , Tilburg , The Netherlands
| | - Jan C M Lavrijsen
- b Radboud University Nijmegen Medical Centre , Department of Primary and Community Care , Nijmegen , The Netherlands
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Gosseries O, Pistoia F, Charland-Verville V, Carolei A, Sacco S, Laureys S. The Role of Neuroimaging Techniques in Establishing Diagnosis, Prognosis and Therapy in Disorders of Consciousness. Open Neuroimag J 2016; 10:52-68. [PMID: 27347265 PMCID: PMC4894918 DOI: 10.2174/1874440001610010052] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 04/06/2016] [Accepted: 04/11/2016] [Indexed: 12/30/2022] Open
Abstract
Non-communicative brain damaged patients raise important clinical and scientific issues. Here, we review three major pathological disorders of consciousness: coma, the unresponsive wakefulness syndrome and the minimally conscious state. A number of clinical studies highlight the difficulty in making a correct diagnosis in patients with disorders of consciousness based only on behavioral examinations. The increasing use of neuroimaging techniques allows improving clinical characterization of these patients. Recent neuroimaging studies using positron emission tomography, functional magnetic resonance imaging, electroencephalography and transcranial magnetic stimulation can help assess diagnosis, prognosis, and therapeutic treatment. These techniques, using resting state, passive and active paradigms, also highlight possible dissociations between consciousness and responsiveness, and are facilitating a more accurate understanding of brain function in this challenging population.
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Affiliation(s)
- Olivia Gosseries
- Coma Science Group, GIGA, University of Liege, Liege, Belgium; Department of Psychology and Psychiatry, University of Wisconsin, Madison, WI, United-States
| | - Francesca Pistoia
- Department of Biotechnological and Applied Clinical Sciences, Neurological Institute, University of L'Aquila, L'Aquila, Italy
| | | | - Antonio Carolei
- Department of Biotechnological and Applied Clinical Sciences, Neurological Institute, University of L'Aquila, L'Aquila, Italy
| | - Simona Sacco
- Department of Biotechnological and Applied Clinical Sciences, Neurological Institute, University of L'Aquila, L'Aquila, Italy
| | - Steven Laureys
- Coma Science Group, GIGA, University of Liege, Liege, Belgium
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Magrassi L, Maggioni G, Pistarini C, Di Perri C, Bastianello S, Zippo AG, Iotti GA, Biella GEM, Imberti R. Results of a prospective study (CATS) on the effects of thalamic stimulation in minimally conscious and vegetative state patients. J Neurosurg 2016; 125:972-981. [PMID: 26745476 DOI: 10.3171/2015.7.jns15700] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Deep brain stimulation of the thalamus was introduced more than 40 years ago with the objective of improving the performance and attention of patients in a vegetative or minimally conscious state. Here, the authors report the results of the Cortical Activation by Thalamic Stimulation (CATS) study, a prospective multiinstitutional study on the effects of bilateral chronic stimulation of the anterior intralaminar thalamic nuclei and adjacent paralaminar regions in patients affected by a disorder of consciousness. METHODS The authors evaluated the clinical and radiological data of 29 patients in a vegetative state (unresponsive wakefulness syndrome) and 11 in a minimally conscious state that lasted for more than 6 months. Of these patients, 5 were selected for bilateral stereotactic implantation of deep brain stimulating electrodes into their thalamus. A definitive consensus for surgery was obtained for 3 of the selected patients. All 3 patients (2 in a vegetative state and 1 in a minimally conscious state) underwent implantation of bilateral thalamic electrodes and submitted to chronic stimulation for a minimum of 18 months and a maximum of 48 months. RESULTS In each case, there was an increase in desynchronization and the power spectrum of electroencephalograms, and improvement in the Coma Recovery Scale-Revised scores was found. Furthermore, the severity of limb spasticity and the number and severity of pathological movements were reduced. However, none of these patients returned to a fully conscious state. CONCLUSIONS Despite the limited number of patients studied, the authors confirmed that bilateral thalamic stimulation can improve the clinical status of patients affected by a disorder of consciousness, even though this stimulation did not induce persistent, clinically evident conscious behavior in the patients. Clinical trial registration no.: NCT01027572 ( ClinicalTrials.gov ).
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Affiliation(s)
- Lorenzo Magrassi
- Neurochirurgia Dipartimento di Scienze Clinico-Chirurgiche, Diagnostiche e Pediatriche, University of Pavia-Fondazione IRCCS Policlinico S. Matteo, Pavia
| | - Giorgio Maggioni
- Neurorehabilitation Unit, Salvatore Maugeri Foundation IRCCS, Scientific Institute of Pavia
| | - Caterina Pistarini
- Neurorehabilitation Unit, Salvatore Maugeri Foundation IRCCS, Scientific Institute of Pavia
| | - Carol Di Perri
- Neuroradiology Unit, Neurological Institute IRCCS Fondazione C. Mondino, Pavia, Italy.,Coma Science Group, Cyclotoron Research Center, University of Liege, Belgium
| | - Stefano Bastianello
- Neuroradiology Unit, Neurological Institute IRCCS Fondazione C. Mondino, Pavia, Italy
| | - Antonio G Zippo
- Istituto di Bioimmagini e Fisiologia Molecolare, CNR, Segrate; and
| | | | | | - Roberto Imberti
- Rianimazione 2° and.,Phase I Clinical Trial Unit and Experimental Therapy, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
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Shavelle RM, Brooks JC, Strauss DJ, Paculdo DR. A note on survival after anoxic brain injury in adolescents and young adults. NeuroRehabilitation 2015; 36:379-82. [PMID: 26409341 DOI: 10.3233/nre-151226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Much is known about survival after traumatic brain injury (TBI), yet relatively little about survival after anoxic brain injury (ABI). OBJECTIVE To determine whether long-term survival after ABI is comparable to that after TBI. METHODS We identified 237 patients with ABI and 1,620 with TBI in California who were aged 15 to 35, survived at least 1 year post injury, and were injured in 1986 or later. We analyzed the long-term follow-up data using the Cox Proportional Hazards Regression Model, controlling for age, sex, and severity of disability. RESULTS After adjustment for risk factors, no significant differences in long-term survival between ABI and TBI were found (hazard ratio = 0.97; 95% c.i. 0.57-1.65). CONCLUSIONS In adolescents and young adults, long-term survival after ABI appears to be similar to that after TBI.
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Horn SD, Corrigan JD, Beaulieu CL, Bogner J, Barrett RS, Giuffrida CG, Ryser DK, Cooper K, Carroll DM, Deutscher D. Traumatic Brain Injury Patient, Injury, Therapy, and Ancillary Treatments Associated With Outcomes at Discharge and 9 Months Postdischarge. Arch Phys Med Rehabil 2015; 96:S304-29. [PMID: 26212406 PMCID: PMC4517296 DOI: 10.1016/j.apmr.2014.11.030] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2014] [Revised: 10/28/2014] [Accepted: 11/20/2014] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To examine associations of patient and injury characteristics, inpatient rehabilitation therapy activities, and neurotropic medications with outcomes at discharge and 9 months postdischarge for patients with traumatic brain injury (TBI). DESIGN Prospective, longitudinal observational study. SETTING Inpatient rehabilitation centers. PARTICIPANTS Consecutive patients (N=2130) enrolled between 2008 and 2011, admitted for inpatient rehabilitation after an index TBI injury. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Rehabilitation length of stay, discharge to home, and FIM at discharge and 9 months postdischarge. RESULTS The admission FIM cognitive score was used to create 5 relatively homogeneous subgroups for subsequent analysis of treatment outcomes. Within each subgroup, significant associations were found between outcomes and patient and injury characteristics, time spent in therapy activities, and medications used. Patient and injury characteristics explained on average 35.7% of the variation in discharge outcomes and 22.3% in 9-month outcomes. Adding time spent and level of effort in therapy activities and percentage of stay using specific medications explained approximately 20% more variation for discharge outcomes and 12.9% for 9-month outcomes. After patient, injury, and treatment characteristics were used to predict outcomes, center differences added only approximately 1.9% additional variance explained. CONCLUSIONS At discharge, greater effort during therapy sessions, time spent in more complex therapy activities, and use of specific medications were associated with better outcomes for patients in all admission FIM cognitive subgroups. At 9 months postdischarge, similar but less pervasive associations were observed for therapy activities, but not classes of medications. Further research is warranted to examine more specific combinations of therapy activities and medications that are associated with better outcomes.
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Affiliation(s)
- Susan D Horn
- Institute for Clinical Outcomes Research, International Severity Information Systems, Salt Lake City, UT.
| | - John D Corrigan
- Department of Physical Medicine and Rehabilitation, Ohio State University, Columbus, OH
| | | | - Jennifer Bogner
- Department of Physical Medicine and Rehabilitation, Ohio State University, Columbus, OH
| | - Ryan S Barrett
- Institute for Clinical Outcomes Research, International Severity Information Systems, Salt Lake City, UT
| | | | - David K Ryser
- Neuro Specialty Rehabilitation Unit, Intermountain Medical Center, Salt Lake City, UT
| | - Kelli Cooper
- Neuro Specialty Rehabilitation Unit, Intermountain Medical Center, Salt Lake City, UT
| | - Deborah M Carroll
- Neuro Specialty Rehabilitation Unit, Intermountain Medical Center, Salt Lake City, UT
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Bilgin S, Guclu-Gunduz A, Oruckaptan H, Kose N, Celik B. Gait and Glasgow Coma Scale scores can predict functional recovery in patients with traumatic brain injury. Neural Regen Res 2015; 7:1978-84. [PMID: 25624828 PMCID: PMC4298893 DOI: 10.3969/j.issn.1673-5374.2012.25.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 08/15/2012] [Indexed: 11/21/2022] Open
Abstract
Fifty-one patients with mild (n = 14), moderate (n = 10) and severe traumatic brain injury (n = 27) received early rehabilitation. Level of consciousness was evaluated using the Glasgow Coma Score. Functional level was determined using the Glasgow Outcome Score, whilst mobility was evaluated using the Mobility Scale for Acute Stroke. Activities of daily living were assessed using the Barthel Index. Following Bobath neurodevelopmental therapy, the level of consciousness was significantly improved in patients with moderate and severe traumatic brain injury, but was not greatly influenced in patients with mild traumatic brain injury. Mobility and functional level were significantly improved in patients with mild, moderate and severe traumatic brain injury. Gait recovery was more obvious in patients with mild traumatic brain injury than in patients with moderate and severe traumatic brain injury. Activities of daily living showed an improvement but this was insignificant except for patients with severe traumatic brain injury. Nevertheless, complete recovery was not acquired at discharge. Multiple regression analysis showed that gait and Glasgow Coma Scale scores can be considered predictors of functional outcomes following traumatic brain injury.
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Affiliation(s)
- Sevil Bilgin
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Arzu Guclu-Gunduz
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Gazi University, Ankara, Turkey
| | - Hakan Oruckaptan
- Department of Neurosurgery, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Nezire Kose
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Bülent Celik
- Department of Biostatistics, Faculty of Health Sciences, Gazi University, Ankara, Turkey
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Emergence to the Conscious State During Inpatient Rehabilitation After Traumatic Brain Injury in Children and Young Adults. J Head Trauma Rehabil 2014; 29:E44-8. [DOI: 10.1097/htr.0000000000000022] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Gosseries O, Zasler ND, Laureys S. Recent advances in disorders of consciousness: Focus on the diagnosis. Brain Inj 2014; 28:1141-50. [PMID: 25099018 DOI: 10.3109/02699052.2014.920522] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Olivia Gosseries
- Coma Science Group, Cyclotron Research Centre and Neurology Department, University and University Hospital of Liege , Liege , Belgium
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Abstract
Significant advances have been made in the behavioral assessment and clinical management of disorders of consciousness (DOC). In addition, functional neuroimaging paradigms are now available to help assess consciousness levels in this challenging patient population. The success of these neuroimaging approaches as diagnostic markers is, however, intrinsically linked to understanding the relationships between consciousness and the brain. In this context, a combined theoretical approach to neuroimaging studies is needed. The promise of such theoretically based markers is illustrated by recent findings that used a perturbational approach to assess the levels of consciousness. Further research on the contents of consciousness in DOC is also needed.
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Affiliation(s)
- Olivia Gosseries
- Coma Science Group, Cyclotron Research Center and Neurology Department, University of Liege, and University Hospital of Liege, 4000 Liege, Belgium; , , ,
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Examining acute rehabilitation outcomes for children with total functional dependence after traumatic brain injury: a pilot study. J Head Trauma Rehabil 2014; 28:361-70. [PMID: 22613944 DOI: 10.1097/htr.0b013e31824da031] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To examine in a pilot cohort factors associated with functional outcome at discharge and 3-month follow-up after discharge from inpatient rehabilitation in children with severe traumatic brain injury (TBI) who entered rehabilitation with the lowest level of functional skills. PARTICIPANTS Thirty-nine children and adolescents (3-18 years old) who sustained a severe TBI and had the lowest possible rating at rehabilitation admission on the Functional Independence Measure for Children (total score = 18). METHODS Retrospective review of data collected as part of routine clinical care. RESULTS At discharge, 59% of the children were partially dependent for basic activities, while 41% remained dependent for basic activities. Initial Glasgow Coma Scale score, time to follow commands, and time from injury to rehabilitation admission were correlated with functional status at discharge. Time to follow commands and time from injury to rehabilitation admission were correlated with functional status at 3-month follow-up. Changes in functional status during the first few weeks of admission were associated with functional status at discharge and follow-up. CONCLUSIONS Even children with the most severe brain injuries, who enter rehabilitation completely dependent for all daily activities, have the potential to make significant gains in functioning by discharge and in the following few months. Assessment of functional status early in the course of rehabilitation contributes to the ability to predict outcome from severe TBI.
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Lancioni GE, Bosco A, Olivetti Belardinelli M, Singh NN, O'Reilly MF, Sigafoos J, Buonocunto F, Navarro J, Lanzilotti C, D'Amico F, De Tommaso M. Assessing learning as a possible sign of consciousness in post-coma persons with minimal responsiveness. Front Hum Neurosci 2014; 8:25. [PMID: 24574989 PMCID: PMC3918875 DOI: 10.3389/fnhum.2014.00025] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 01/11/2014] [Indexed: 11/13/2022] Open
Abstract
A learning test procedure based on operant principles may be useful in the diagnosis (and eventually rehabilitation) of post-coma persons with minimal responsiveness. This study was aimed at extending the evaluation of such a procedure with seven participants who presented with very limited behavior and apparently severe disorders of consciousness. The procedure was evaluated through an ABACB design, in which A represented baseline phases without stimulation, B intervention phases with brief stimulation periods contingent on specific responses of the participants, and C a control phase in which stimulation was available all the time. Increased responding during the B phases, as opposed to the A and C phases, was taken to indicate learning and possibly a non-reflective expression of phenomenal consciousness. All participants were also evaluated with the coma recovery scale-revised (CRS-R) prior to the start of the learning test procedure and at the end of it. The results of the learning test showed that all participants had significantly higher responding levels during the B phases. The CRS-R scores suggested minimally conscious state for four of them prior to the learning test and for five of them after the completion of the learning test. The implications of the findings are discussed in terms of potential and time cost of the learning test.
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Affiliation(s)
- Giulio E Lancioni
- Department of Neuroscience and Sense Organs, University of Bari Bari, Italy
| | - Andrea Bosco
- Department of Educational Science, Psychology, Communication, University of Bari Bari, Italy
| | | | - Nirbhay N Singh
- Medical College of Georgia, Georgia Regents University Augusta, GA, USA
| | | | - Jeff Sigafoos
- Victoria University of Wellington Wellington, New Zealand
| | | | - Jorge Navarro
- S. Raffaele Rehabilitation and Care Centers Ceglie and Alberobello, Italy
| | | | - Fiora D'Amico
- S. Raffaele Rehabilitation and Care Centers Ceglie and Alberobello, Italy
| | - Marina De Tommaso
- Department of Neuroscience and Sense Organs, University of Bari Bari, Italy
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Goodman D, Kasner SE, Park S. Predicting early awakening from coma after intracerebral hemorrhage. Front Neurol 2013; 4:162. [PMID: 24137155 PMCID: PMC3797437 DOI: 10.3389/fneur.2013.00162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Accepted: 10/02/2013] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Given the high morbidity and mortality associated with intracerebral hemorrhage (ICH), family members, and healthcare providers base early supportive management decisions, at least in part, on expected prognosis. In the comatose patient with ICH, this short-term prognosis is most overtly characterized by regaining of consciousness. DESIGN A retrospective consecutive cohort of 51 patients admitted to a neuroICU with ICH and admission Glasgow Coma Scale score ≤8 was identified. Logistic regression was performed to assess the association of baseline characteristics and treatment parameters associated with awakening. RESULTS Awakening from coma was observed in 53% of ICH patients: 83% with an initial GCS score of 7-8, 43% with an initial score of 5-6, and 20% with an initial score of 3-4. Awakening from coma in the cohort of 27 patients who regained consciousness occurred in 59% of patients by day 2, 89% by day 7, and 96% by day 9. In multivariable analysis, only higher admission GCS score was associated with a greater likelihood of awakening from coma [OR 4.9 (95% CI 1.9-13) per two-point category, p = 0.001]. DNR status during the first 24 h was not associated with awakening but was at later time points. CONCLUSION GCS score is the predominant initial predictor of early awakening in patients who present in coma after ICH. Patients who regained consciousness typically did so within the first 9 days of hospital admission.
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Affiliation(s)
- Diana Goodman
- Department of Neurology, Hospital of the University of Pennsylvania , Pennsylvania, PA , USA
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Gantner IS, Bodart O, Laureys S, Demertzi A. Our rapidly changing understanding of acute and chronic disorders of consciousness: challenges for neurologists. FUTURE NEUROLOGY 2013. [DOI: 10.2217/fnl.12.77] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
A number of recent studies suggest that some ‘vegetative state’ patients have been misdiagnosed, judging by their ability to follow commands and in some cases even communicate through brain activity. Such studies highlight the difficulty in forming a diagnosis based only on behavioral assessments. We think that neuroimaging and electrophysiology methods will be used more frequently in clinical settings, integrated with existing behavioral assessments. Such efforts are expected to lead to a more accurate understanding of individual patients’ cognitive abilities or even provide prognostic indicators. In terms of treatment planning (i.e., pain management and end-of-life decision-making), patients with disorders of consciousness are now offered the possibility of expressing their preferences by means of brain–computer interfaces. What remains to be clarified is the degree to which such indirect responses can be considered reliable and of legal representation.
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Affiliation(s)
- Ithabi S Gantner
- Coma Science Group, Cyclotron Research Center & CHU Neurology Department, University of Liège, Allée du 6 Août no 8, Sart Tilman B30, 4000 Liège, Belgium
| | - Olivier Bodart
- Coma Science Group, Cyclotron Research Center & CHU Neurology Department, University of Liège, Allée du 6 Août no 8, Sart Tilman B30, 4000 Liège, Belgium
| | - Steven Laureys
- Coma Science Group, Cyclotron Research Center & CHU Neurology Department, University of Liège, Allée du 6 Août no 8, Sart Tilman B30, 4000 Liège, Belgium
| | - Athena Demertzi
- Coma Science Group, Cyclotron Research Center & CHU Neurology Department, University of Liège, Allée du 6 Août no 8, Sart Tilman B30, 4000 Liège, Belgium
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Lancioni G, Singh N, O'Reilly M, Olivetti M, de Tommaso M, Navarro J, Colonna F, Lanzilotti C, Buonocunto F, Sacco V. A learning assessment procedure as a test supplement for monitoring progress with two post-coma persons with a diagnosis of vegetative state. Dev Neurorehabil 2012; 14:358-65. [PMID: 21950340 DOI: 10.3109/17518423.2011.605076] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE Evaluating a learning assessment procedure for monitoring progress with two post-coma adults with a diagnosis of vegetative state. METHOD ABABCBCB and ABABCB designs were used for the two participants, with A representing baseline, B intervention and C control conditions. Participants' activation of an optic microswitch by eyelid closure produced stimulation during B phases. RESULTS One participant increased responding during B phases and decreased it during the C condition, suggesting a non-reflective minimal level of consciousness. She showed P300 and mismatch negativity responses and scored at the vegetative level on the Coma Recovery Scale-Revised (CRS-R). The other participant increased responding during the initial B phases without decline during the first (viable) part of the C condition, suggesting a pre-conscious level. He showed indistinct P300 and mismatch negativity responses and vegetative-level scores on the CRS-R. CONCLUSION Learning data seemed reconcilable with neurophysiological measures and more positive than CRS-R scores.
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Noé E, Olaya J, Navarro MD, Noguera P, Colomer C, García-Panach J, Rivero S, Moliner B, Ferri J. Behavioral Recovery in Disorders of Consciousness: A Prospective Study With the Spanish Version of the Coma Recovery Scale–Revised. Arch Phys Med Rehabil 2012; 93:428-33.e12. [DOI: 10.1016/j.apmr.2011.08.048] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2011] [Revised: 07/19/2011] [Accepted: 08/08/2011] [Indexed: 10/14/2022]
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