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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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Hunfalvay M, Murray NP, Carrick FR. Fixation stability as a biomarker for differentiating mild traumatic brain injury from age matched controls in pediatrics. Brain Inj 2020; 35:209-214. [PMID: 33356610 DOI: 10.1080/02699052.2020.1865566] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Traumatic brain injury (TBI) is an increasingly significant health concern worldwide, compounded by the difficultly in detection and diagnosis. Fortunately, a growing body of research has identified oculomotor behavior, specifically fixations, saccades and smooth pursuit eye movements as a promising endophenotype for neurotrauma. To date, limited research exists using fixation stability in a comparative study to indicate the presence of a mild TBI (mTBI), especially in the pediatric population. METHODS The present study examined data from 91 individuals clinically diagnosed with mTBI and a further 140 age- and gender-matched controls. They all completed the RightEye fixation stability test using a remote eye tracker. Participants were compared on five fixation metrics: Bivariate Contour Ellipse Area (BCEA), Convergence Point, Depth, Disassociated Phoria, and Targeting Displacement. RESULTS Results were analyzed using one-way univariate ANOVAs, ROC analysis, and stepwise logistic regression. BCEA results revealed significant differences between groups with the mTBI group showing a larger gaze spread, indicative of less ability to keep the eyes close to the target without deviating. CONCLUSIONS Fixation stability is detrimentally impacted by mTBI in pediatric patients, and the oculomotor test can be used to differentiate between those with and without an mTBI.
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Affiliation(s)
| | - Nicholas P Murray
- Department of Kinesiology, East Carolina University, Greensville, NC, USA
| | - Frederick Robert Carrick
- Centre for Mental Health Research in Association, University of Cambridge, Cambridge, UK.,University of Central Florida College of Medicine, Orlando, FL, USA.,MGH Institute of Health Professions, Boston, MA, USA
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Hunfalvay M, Murray NP, Roberts CM, Tyagi A, Barclay KW, Carrick FR. Oculomotor Behavior as a Biomarker for Differentiating Pediatric Patients With Mild Traumatic Brain Injury and Age Matched Controls. Front Behav Neurosci 2020; 14:581819. [PMID: 33281574 PMCID: PMC7690212 DOI: 10.3389/fnbeh.2020.581819] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 10/07/2020] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Children have the highest incidence of mild traumatic brain injury (mTBI) in the United States. However, mTBI, specifically pediatric patients with mTBI, are notoriously difficult to detect, and with a reliance on traditional, subjective measurements of eye movements, the subtle but key oculomotor deficits are often missed. OBJECTIVE The purpose of this project is to determine if the combined measurement of saccades, smooth pursuit, fixations and reaction time represent a biomarker for differentiating pediatric patients with mild traumatic brain injury compared to age matched controls. DESIGN This study used cross-sectional design. Each participant took part in a suite of tests collectively labeled the "Brain Health EyeQ" to measure saccades, smooth pursuit, fixations and reaction time. PARTICIPANTS The present study recruited 231 participants - 91 clinically diagnosed with a single incident mTBI in the last 2 days as assessed by both the Glasgow Coma Scale (GCS) and Graded Symptoms Checklist (GSC), and 140 age and gender-matched controls (n = 165 male, n = 66 female, M age = 14.20, SD = 2.78). RESULTS One-way univariate analyses of variance examined the differences in performance on the tests between participants with mTBI and controls. ROC curve analysis examined the sensitivity and specificity of the tests. Results indicated that together, the "Brain Health EyeQ" tests were successfully able to identify participants with mTBI 75.3% of the time, providing further validation to a growing body of literature supporting the use of eye tracking technology for mTBI identification and diagnosis.
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Affiliation(s)
| | - Nicholas P. Murray
- Department of Kinesiology, East Carolina University, Greensville, NC, United States
| | - Claire-Marie Roberts
- Health and Social Sciences, University of the West of England, Bristol, United Kingdom
| | | | | | - Frederick Robert Carrick
- Centre for Mental Health Research in association with University of Cambridge, Cambridge, United Kingdom
- College of Medicine, University of Central Florida, Orlando, FL, United States
- MGH Institute of Health Professions, Boston, MA, United States
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Hunfalvay M, Roberts CM, Murray NP, Tyagi A, Barclay KW, Bolte T, Kelly H, Carrick FR. Vertical smooth pursuit as a diagnostic marker of traumatic brain injury. Concussion 2020; 5:CNC69. [PMID: 32266081 PMCID: PMC7136983 DOI: 10.2217/cnc-2019-0013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 12/02/2019] [Indexed: 01/31/2023] Open
Abstract
AIM Neural deficits were measured via the eye tracking of vertical smooth pursuit (VSP) as markers of traumatic brain injury (TBI). The present study evaluated the ability of the eye tracking tests to differentiate between different levels of TBI severity and healthy controls. METHODOLOGY Ninety-two individuals divided into four groups (those with mild, moderate or severe TBI and healthy controls) participated in a computerized test of VSP eye movement using a remote eye tracker. RESULTS The VSP eye tracking test was able to distinguish between severe and moderate levels of TBI but unable to detect differences in the performance of participants with mild TBI and healthy controls. CONCLUSION The eye-tracking technology used to measure VSP eye movements is able to provide a timely and objective method of differentiating between individuals with moderate and severe levels of TBI.
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Affiliation(s)
- Melissa Hunfalvay
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
| | - Claire-Marie Roberts
- Department of Psychology, Senior Research Fellow, University of the West of England, Coldharbour Lane, Bristol, BS16 1QY, England
| | - Nicholas P Murray
- Department of Kinesiology, East Carolina University, Minges Coliseum 166, Greensville, NC 27858, USA
| | - Ankur Tyagi
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
| | - Kyle W Barclay
- Case Western Reserve University, 10501 Streamview Court, Potomac, MD 20854, USA
| | - Takumi Bolte
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
| | - Hannah Kelly
- Emory University, 201 Dowman Dr, Atlanta, GA 30322, USA
| | - Frederick R Carrick
- Centre for Mental Health Research in association with University of Cambridge, Cambridge UK
- Department of Neurology, University of Central Florida College of Medicine, Orlando, FL 32827, USA
- MGH Institute for Health Professions, Boston, MA, USA
- Carrick Institute, Cape Canaveral, FL 32920, USA
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Hunfalvay M, Roberts CM, Murray N, Tyagi A, Kelly H, Bolte T. Horizontal and vertical self-paced saccades as a diagnostic marker of traumatic brain injury. Concussion 2019; 4:CNC60. [PMID: 31467684 PMCID: PMC6714073 DOI: 10.2217/cnc-2019-0001] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Eye tracking tests to measure horizontal and vertical saccades as a proxy for neural deficits associated with traumatic brain injury (TBI) were evaluated in the present study. Methodology: A total of 287 participants reporting either no TBI, mild, moderate or severe TBI participated in a suite of eye tracking tests to measure horizontal and vertical saccadic performance. Results: The horizontal saccades test offered a sensitivity of 0.77 and a specificity of 0.78, similarly the vertical saccades tests offered a sensitivity of 0.64 and a specificity of 0.65. Conclusion: The results indicated that using eye-tracking technology to measure these metrics offers an objective, reliable and quantifiable way of differentiating between individuals with different severities of TBI, and those without a TBI.
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Affiliation(s)
- Melissa Hunfalvay
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
| | - Claire-Marie Roberts
- University of the West of England, Department of Psychology, Bristol, Coldharbour Lane, Bristol, BS16 1QY, UK
| | - Nick Murray
- East Carolina University, College of Health & Human Performance, Minges Coliseum 166, Greenville, NC 27858, USA
| | - Ankur Tyagi
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
| | - Hannah Kelly
- Emory University, Health Sciences, 201 Dowman Dr, Atlanta, GA 30322, USA
| | - Takumi Bolte
- RightEye LLC, 7979 Old Georgetown Rd, Suite 801, Bethesda, MD 20814, USA
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Stevens RD, Hannawi Y. Coma Prognostication: Looks That Count. Crit Care Med 2018; 44:2292-2293. [PMID: 27858819 DOI: 10.1097/ccm.0000000000002039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Robert D Stevens
- Division of Neurosciences Critical Care Departments of Anesthesiology and Critical Care Medicine, Neurology, Neurosurgery, and Radiology Johns Hopkins University School of Medicine Baltimore, MDDivision of the Cerebrovascular Diseases and Neurocritical Care Department of Neurology The Ohio State University Columbus, OH
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Arbour C, Gosselin N, Levert MJ, Gauvin-Lepage J, Michallet B, Lefebvre H. Does age matter? A mixed methods study examining determinants of good recovery and resilience in young and middle-aged adults following moderate-to-severe traumatic brain injury. J Adv Nurs 2017; 73:3133-3143. [DOI: 10.1111/jan.13376] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Caroline Arbour
- Faculty of Nursing; Université de Montréal; Montréal QC Canada
| | - Nadia Gosselin
- Department of Psychology; Université de Montréal; Montréal QC Canada
| | | | | | - Bernard Michallet
- Department of Speech and Language Therapy; Université du Québec à Trois-Rivières; Trois-Rivières QC Canada
| | - Hélène Lefebvre
- Faculty of Nursing; Université de Montréal; Montréal QC Canada
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