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Faulkner JW, Theadom A, Snell DL, Williams MN. Network analysis applied to post-concussion symptoms in two mild traumatic brain injury samples. Front Neurol 2023; 14:1226367. [PMID: 37545717 PMCID: PMC10398392 DOI: 10.3389/fneur.2023.1226367] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 06/29/2023] [Indexed: 08/08/2023] Open
Abstract
Objective A latent disease explanation cannot exclusively explain post-concussion symptoms after mild traumatic brain injury (mTBI). Network analysis offers an alternative form of explanation for relationships between symptoms. The study aimed to apply network analysis to post-concussion symptoms in two different mTBI cohorts; an acute treatment-seeking sample and a sample 10 years post-mTBI. Method The treatment-seeking sample (n = 258) were on average 6 weeks post-injury; the 10 year post mTBI sample (n = 193) was derived from a population-based incidence and outcomes study (BIONIC). Network analysis was completed on post-concussion symptoms measured using the Rivermead Post-Concussion Questionnaire. Results In the treatment-seeking sample, frustration, blurred vision, and concentration difficulties were central to the network. These symptoms remained central in the 10 year post mTBI sample. A Network Comparison Test revealed evidence of a difference in network structure across the two samples (p = 0.045). However, the only symptoms that showed significant differences in strength centrality across samples were irritability and restlessness. Conclusion The current findings suggest that frustration, blurred vision and concentration difficulties may have an influential role in the experience and maintenance of post-concussion symptoms. The impact of these symptoms may remain stable over time. Targeting and prioritising the management of these symptoms may be beneficial for mTBI rehabilitation.
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Affiliation(s)
- Josh W. Faulkner
- Te Herenga Waka – Victoria University of Wellington, Wellington, New Zealand
| | - Alice Theadom
- TBI Network, Auckland University of Technology, Auckland, New Zealand
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Lirani-Silva E, Stuart S, Parrington L, Campbell K, King L. Saccade and Fixation Eye Movements During Walking in People With Mild Traumatic Brain Injury. Front Bioeng Biotechnol 2021; 9:701712. [PMID: 34805104 PMCID: PMC8602343 DOI: 10.3389/fbioe.2021.701712] [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: 04/28/2021] [Accepted: 10/15/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Clinical and laboratory assessment of people with mild traumatic brain injury (mTBI) indicate impairments in eye movements. These tests are typically done in a static, seated position. Recently, the use of mobile eye-tracking systems has been proposed to quantify subtle deficits in eye movements and visual sampling during different tasks. However, the impact of mTBI on eye movements during functional tasks such as walking remains unknown. Objective: Evaluate differences in eye-tracking measures collected during gait between healthy controls (HC) and patients in the sub-acute stages of mTBI recovery and to determine if there are associations between eye-tracking measures and gait speed. Methods: Thirty-seven HC participants and 67individuals with mTBI were instructed to walk back and forth over 10-m, at a comfortable self-selected speed. A single 1-min trial was performed. Eye-tracking measures were recorded using a mobile eye-tracking system (head-mounted infra-red Tobbii Pro Glasses 2, 100 Hz, Tobii Technology Inc. VA, United States). Eye-tracking measures included saccadic (frequency, mean and peak velocity, duration and distance) and fixation measurements (frequency and duration). Gait was assessed using six inertial sensors (both feet, sternum, right wrist, lumbar vertebrae and the forehead) and gait velocity was selected as the primary outcome. General linear model was used to compare the groups and association between gait and eye-tracking outcomes were explored using partial correlations. Results: Individuals with mTBI showed significantly reduced saccade frequency (p = 0.016), duration (p = 0.028) and peak velocity (p = 0.032) compared to the HC group. No significant differences between groups were observed for the saccade distance, fixation measures and gait velocity (p > 0.05). A positive correlation was observed between saccade duration and gait velocity only for participants with mTBI (p = 0.025). Conclusion: Findings suggest impaired saccadic eye movement, but not fixations, during walking in individuals with mTBI. These findings have implications in real-world function including return to sport for athletes and return to duty for military service members. Future research should investigate whether or not saccade outcomes are influenced by the time after the trauma and rehabilitation.
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Affiliation(s)
- Ellen Lirani-Silva
- Balance Disorders Laboratory, Department of Neurology, Oregon Health and Science University, Portland, OR, United States
| | - Samuel Stuart
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle Upon Tyne, United Kingdom.,Northumbria Healthcare NHS Foundation Trust, North Shields, United Kingdom
| | - Lucy Parrington
- Balance Disorders Laboratory, Department of Neurology, Oregon Health and Science University, Portland, OR, United States.,Veterans Affairs Portland Oregon Health Care System, Portland, OR, United States
| | - Kody Campbell
- Balance Disorders Laboratory, Department of Neurology, Oregon Health and Science University, Portland, OR, United States.,Veterans Affairs Portland Oregon Health Care System, Portland, OR, United States
| | - Laurie King
- Balance Disorders Laboratory, Department of Neurology, Oregon Health and Science University, Portland, OR, United States.,Veterans Affairs Portland Oregon Health Care System, Portland, OR, United States
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Feller CN, Goldenberg M, Asselin PD, Merchant-Borna K, Abar B, Jones CMC, Mannix R, Kawata K, Bazarian JJ. Classification of Comprehensive Neuro-Ophthalmologic Measures of Postacute Concussion. JAMA Netw Open 2021; 4:e210599. [PMID: 33656530 PMCID: PMC7930925 DOI: 10.1001/jamanetworkopen.2021.0599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Symptom-based methods of concussion diagnosis in contact sports result in underdiagnosis and repeated head injury exposure, increasing the risk of long-term disability. Measures of neuro-ophthalmologic (NO) function have the potential to serve as objective aids, but their diagnostic utility is unknown. OBJECTIVE To identify NO measures that accurately differentiate athletes with and without concussion. DESIGN, SETTING, AND PARTICIPANTS This cohort study was conducted among athletes with and without concussion who were aged 17 to 22 years between 2016 and 2017. Eye movements and cognitive function were measured a median of 19 days after injury among patients who had an injury meeting the study definition of concussion while playing a sport (retrospectively selected from a concussion clinic), then compared with a control group of participants without concussion (enrolled from 104 noncontact collegiate athlete volunteers without prior head injury). Data analysis was conducted from November 2019 through May 2020. EXPOSURE Concussion. MAIN OUTCOMES AND MEASURES Classification accuracy of clinically important discriminator eye-tracking (ET) metrics. Participants' eye movements were evaluated with a 12-minute ET procedure, yielding 42 metrics related to smooth pursuit eye movement (SPEM), saccades, dynamic visual acuity, and reaction time. Clinically important discriminator metrics were defined as those with significantly different group differences and area under the receiver operator characteristic curves (AUROCs) of at least 0.70. RESULTS A total of 34 participants with concussions (mean [SD] age, 19.7 [2.4] years; 20 [63%] men) and 54 participants without concussions (mean [SD] age, 20.8 [2.2] years; 31 [57%] men) completed the study. Six ET metrics (ie, simple reaction time, discriminate reaction time, discriminate visual reaction speed, choice visual reaction speed, and reaction time on 2 measures of dynamic visual acuity 2) were found to be clinically important; all were measures of reaction time, and none were related to SPEM. Combined, these 6 metrics had an AUROC of 0.90 (95% CI, 0.80-0.99), a sensitivity of 77.8%, and a specificity of 92.6%. The 6 metrics remained significant on sensitivity testing. CONCLUSIONS AND RELEVANCE In this study, ET measures of slowed visual reaction time had high classification accuracy for concussion. Accurate, objective measures of NO function have the potential to improve concussion recognition and reduce the disability associated with underdiagnosis.
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Affiliation(s)
- Christina N. Feller
- University of Rochester School of Medicine and Dentistry, Rochester, New York
- Medical College of Wisconsin, Milwaukee
| | | | - Patrick D. Asselin
- University of Rochester School of Medicine and Dentistry, Rochester, New York
- Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kian Merchant-Borna
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Beau Abar
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Courtney Marie Cora Jones
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Rebekah Mannix
- Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Keisuke Kawata
- Department of Kinesiology, Indiana University, Bloomington
| | - Jeffrey J. Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
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4
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Ernst N, Schatz P, Trbovich AM, Emami K, Eagle SR, Mucha A, Collins MW, Kontos AP. Utility of 1 Measurement Versus Multiple Measurements of Near Point of Convergence After Concussion. J Athl Train 2021; 55:850-855. [PMID: 32577736 DOI: 10.4085/1062-6050-431-19] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Increased near point of convergence (NPC) distance is a common finding after concussion and is associated with physical symptoms and worsened neurocognitive performance. Vestibular/Ocular Motor Screening measures NPC distance across 3 trials and uses the average measurement to inform clinical care. However, whether 3 trials are necessary, are consistent, or add clinical utility is unknown. OBJECTIVE To investigate the consistency across 3 trials of NPC and establish the classification accuracy (ie, clinical utility) of 1 or 2 trials compared with the standardized average of 3 trials. DESIGN Retrospective cohort study. SETTING Sports medicine clinic and research laboratory. PATIENTS OR OTHER PARTICIPANTS Consecutively enrolled patients aged 10 to 22 years with diagnosed concussions (74% sport related; n = 380). MAIN OUTCOME MEASURE(S) The previously reported clinical cutoff value of ≥5 cm across 3 trials was used. Pearson correlation and intraclass correlation coefficients were used to evaluate agreement between trials and average scores. Reliable change indices (RCIs) using 95% confidence intervals were also calculated. RESULTS The Pearson correlation (r = .98) and intraclass correlation (0.98) coefficients revealed excellent agreement between the first measurement and average NPC distance across 3 measurements. The RCI across all trials was 2 cm. When the first NPC measurement was ≤3 cm or ≥7 cm, agreement existed within the RCI between the first measurement and the average of 3 measurements in 99.6% of cases. When we averaged the first and second measurements, 379/380 (99.7%) participants had the same classification (ie, <5 cm = normal, ≥5 cm = abnormal) as the average NPC distance across 3 measurements. CONCLUSIONS Our findings suggest limited utility of multiple or average NPC distance measurements when the initial NPC distance is outside of RCI clinical cutoffs (ie, ≤3 cm or ≥7 cm). Given the high consistency between the first measurement and average NPC distance across 3 trials, only 1 measurement of NPC distance is warranted unless the first measurement is between 3 and 7 cm.
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Affiliation(s)
- Nathan Ernst
- Department of Orthopaedic Surgery, University of Pittsburgh, PA.,UPMC Sports Medicine Concussion Program, University of Pittsburgh, PA
| | | | - Alicia M Trbovich
- Department of Orthopaedic Surgery, University of Pittsburgh, PA.,UPMC Sports Medicine Concussion Program, University of Pittsburgh, PA
| | - Kouros Emami
- Department of Orthopaedic Surgery, University of Pittsburgh, PA.,UPMC Sports Medicine Concussion Program, University of Pittsburgh, PA
| | - Shawn R Eagle
- Department of Orthopaedic Surgery, University of Pittsburgh, PA
| | - Anne Mucha
- UPMC Center for Rehab Services, University of Pittsburgh, PA
| | - Michael W Collins
- Department of Orthopaedic Surgery, University of Pittsburgh, PA.,UPMC Sports Medicine Concussion Program, University of Pittsburgh, PA
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh, PA.,UPMC Sports Medicine Concussion Program, University of Pittsburgh, PA
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5
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Anderson AJ, Smyrnis N, Noorani I, Carpenter RHS. Modelling Prosaccade Latencies across Multiple Decision-Making Tasks. Neuroscience 2020; 452:345-353. [PMID: 33246069 DOI: 10.1016/j.neuroscience.2020.11.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/26/2020] [Accepted: 11/12/2020] [Indexed: 11/24/2022]
Abstract
Oculomotor decision making can be investigated by a simple step task, where a person decides whether a target has jumped to the left or the right. More complex tasks include the countermanding task (look at the jumped target, except when a subsequent signal instructs you not to) and the Wheeless task (where the jumped target sometimes then quickly jumps to a new location). Different instantiations of the LATER (Linear Approach to Threshold with Ergodic Rate) model have been shown to explain the saccadic latency data arising from these tasks, despite it being almost inconceivable that completely separate decision-making mechanisms exist for each. However, these models have an identical construction with regards to predicting prosaccadic responses (all step task trials, and control trials in countermanding and Wheeless tasks, where no countermanding signal is given or when the target does not make a second jump). We measured saccadic latencies for 23 human observers each performing the three tasks, and modelled prosaccade latencies with LATER to see if model parameters were usefully preserved across tasks. We found no significant difference in reaction times and model parameters between the step and Wheeless tasks (mean 175 and 177 ms, respectively; standard deviation, SD 22 and 24 ms). In contrast, we identified prolonged latencies in the countermanding tasks (236 ms; SD 37 ms) explained by a slower rise and an elevated threshold of the decision making signal, suggesting elevated participant caution. Our findings support the idea that common machinery exists for oculomotor decision-making, which can be flexibly deployed depending upon task demands.
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Affiliation(s)
- Andrew J Anderson
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville 3010, Australia.
| | - Nikolaos Smyrnis
- Laboratory of Cognitive Neuroscience and Sensorimotor Control, University Mental Health, Neurosciences and Precision Medicine Research Institute "COSTAS STEFANIS", Athens, Greece; 2nd Psychiatry Department, National and Kapodistrian University of Athens, Medical School, University General Hospital "ATTIKON", Athens, Greece
| | - Imran Noorani
- Division of Academic Neurosurgery, Addenbrooke's Hospital, University of Cambridge, UK
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Assessing the utility of a virtual-reality neuropsychological test battery, 'CONVIRT', in detecting alcohol-induced cognitive impairment. Behav Res Methods 2020; 53:1115-1123. [PMID: 32989723 DOI: 10.3758/s13428-020-01485-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/10/2020] [Indexed: 11/08/2022]
Abstract
New technologies such as virtual reality (VR) and eye-tracking software have paved the way for more sophisticated and ecologically valid measures of cognitive function. Testing the sensitivity and reliability of such measurements in response to acute alcohol intoxication provides a first step in establishing how these measures may operate in relation to cognitive impairments observed post-concussion. Healthy young adults (N = 54, M = 20.65, SD = 2.06, 30 females) completed the CONVIRT test battery (manual simple and choice reaction-time and saccade reaction-time) at three breath alcohol concentration (BrAC) levels: 0.00%T1, 0.05%T2, 0.08%T3. Participants consumed alcoholic beverages at 30-min intervals, with BrAC monitored at 15-min intervals using a breathalyser. All three CONVIRT measures were sensitive to changes in cognitive performance induced by alcohol at BrAC levels at or exceeding 0.05%. A composite measure was also sensitive to alcohol intoxication (Cohen's d = .85 at BrAC = 0.05%; d = 1.20 at BrAC = 0.08%). Strong test-retest reliability was observed (all r < .80), with no gender differences noted. CONVIRT measures were reliable and detected dose-dependent changes in alcohol-induced cognitive impairment. Potentially, the ecologically valid measures may assist in better quantifying the effects of conditions such as concussion, on cognitive performance.
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7
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Reddy AVC, Mani R, Selvakumar A, Hussaindeen JR. Reading eye movements in traumatic brain injury. JOURNAL OF OPTOMETRY 2020; 13:155-162. [PMID: 31784207 PMCID: PMC7301197 DOI: 10.1016/j.optom.2019.10.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 10/11/2019] [Accepted: 10/15/2019] [Indexed: 05/21/2023]
Abstract
PURPOSE The aim of this study was to measure the reading eye movements in subjects with traumatic brain injury (TBI) using ReadAlyzer. ReadAlyzer is an objective eye movement recording device that tracks the eye movements while reading. METHODS Reading eye movements were measured using ReadAlyzer in 30 subjects with TBI (mild, moderate and severe) who had binocular vision and reading related symptoms and 60 asymptomatic controls. RESULTS There was a significant decrease in reading eye movement parameters in subjects with TBI compared to controls. Reading eye movement parameters are represented in median and interquartile range (IQR). Subjects with TBI presented with an increased number of fixations/100 words (median 137, IQR 106-159) and regressions/100 words (24, 12-36), and reduced reading rate (154, 128-173) words per minute. They also had a lesser grade level equivalent (4.0, 3.0-7.0) and reduced comprehension (70, 60-80) percentage compared to controls (Mann-Whitney U test, p<0.05). Reading eye movement parameters were also significantly affected in mild and moderate-severe TBI subjects compared to controls (Kruskal-Wallis test, p<0.05). CONCLUSION Reading eye movement performance using ReadAlyzer was found to be decreased in traumatic brain injury. Reading assessment may serve as a clinical measure to understand the oculomotor system following TBI.
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Affiliation(s)
- Ashwini V C Reddy
- Elite School of Optometry, Sankara Nethralaya, Chennai, Tamil Nadu & Birla Institute of Technology and Science, Pilani, Rajasthan, India; Binocular Vision & Neuro-Optometry Clinic, Sankara Nethralaya, Chennai, Tamil Nadu, India; Srimathi Sundari Subramanian Department of Visual Psychophysics, Sankara Nethralaya, Chennai, Tamil Nadu, India.
| | - Revathy Mani
- Binocular Vision & Neuro-Optometry Clinic, Sankara Nethralaya, Chennai, Tamil Nadu, India; Srimathi Sundari Subramanian Department of Visual Psychophysics, Sankara Nethralaya, Chennai, Tamil Nadu, India.
| | - Ambika Selvakumar
- Department of Neuro-Ophthalmology, Sankara Nethralaya, Chennai, Tamil Nadu, India.
| | - Jameel Rizwana Hussaindeen
- Elite School of Optometry, Sankara Nethralaya, Chennai, Tamil Nadu & Birla Institute of Technology and Science, Pilani, Rajasthan, India; Binocular Vision & Neuro-Optometry Clinic, Sankara Nethralaya, Chennai, Tamil Nadu, India; Srimathi Sundari Subramanian Department of Visual Psychophysics, Sankara Nethralaya, Chennai, Tamil Nadu, India.
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8
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Landry AP, Ting WKC, Zador Z, Sadeghian A, Cusimano MD. Using artificial neural networks to identify patients with concussion and postconcussion syndrome based on antisaccades. J Neurosurg 2019; 131:1235-1242. [PMID: 30497186 DOI: 10.3171/2018.6.jns18607] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 06/27/2018] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Artificial neural networks (ANNs) have shown considerable promise as decision support tools in medicine, including neurosurgery. However, their use in concussion and postconcussion syndrome (PCS) has been limited. The authors explore the value of using an ANN to identify patients with concussion/PCS based on their antisaccade performance. METHODS Study participants were prospectively recruited from the emergency department and head injury clinic of a large teaching hospital in Toronto. Acquaintances of study participants were used as controls. Saccades were measured using an automated, portable, head-mounted device preprogrammed with an antisaccade task. Each participant underwent 100 trials of the task and 11 saccade parameters were recorded for each trial. ANN analysis was performed using the MATLAB Neural Network Toolbox, and individual saccade parameters were further explored with receiver operating characteristic (ROC) curves and a logistic regression analysis. RESULTS Control (n = 15), concussion (n = 32), and PCS (n = 25) groups were matched by age and level of education. The authors examined 11 saccade parameters and found that the prosaccade error rate (p = 0.04) and median antisaccade latency (p = 0.02) were significantly different between control and concussion/PCS groups. When used to distinguish concussion and PCS participants from controls, the neural networks achieved accuracies of 67% and 72%, respectively. This method was unable to distinguish study patients with concussion from those with PCS, suggesting persistence of eye movement abnormalities in patients with PCS. The authors' observations also suggest the potential for improved results with a larger training sample. CONCLUSIONS This study explored the utility of ANNs in the diagnosis of concussion/PCS based on antisaccades. With the use of an ANN, modest accuracy was achieved in a small cohort. In addition, the authors explored the pearls and pitfalls of this novel approach and identified important future directions for this research.
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Affiliation(s)
- Alexander P Landry
- 1Injury Prevention Research Office, St. Michael's Hospital
- 2Faculty of Medicine, University of Toronto
| | | | - Zsolt Zador
- 1Injury Prevention Research Office, St. Michael's Hospital
| | | | - Michael D Cusimano
- 1Injury Prevention Research Office, St. Michael's Hospital
- 2Faculty of Medicine, University of Toronto
- 4Division of Neurosurgery, Department of Surgery, St. Michael's Hospital; and
- 5Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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The Area under the Main Sequence as an Alternative Method to Measure Saccadic Dynamics. Optom Vis Sci 2018; 95:1004-1026. [PMID: 30339642 DOI: 10.1097/opx.0000000000001299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE This study shows that the area under the main sequence (MSAREA) is a valid alternative to the standard peak-velocity main sequence in measuring saccadic dynamics. A one-parameter area model, MSAREA = GPW = 1.55 × SACSIZE, with SACSIZE as the size of the saccade, 1.55 as a power factor, and GPW = 1.55 as a gain parameter, is presented. PURPOSE SACPEAK = Vmax × (1 - e) is the traditional model used to describe the saccadic main sequence, the relationship between the size of the movement and its peak velocity (SACPEAK). In the previous article, we have shown that there is a strong linear correlation between the two parameters Vmax and SAT, which severely affects the model's clinical applicability. The purpose of this study is to see if, by using the MSAREA as an alternative approach, we can overcome the limitations of the traditional model. METHODS Participants and main sequence data are the same as the previous study. A trapezoidal integration was used to estimate the MSAREAs as a function of SACSIZE. RESULTS A two-parameter area model was computed to determine the range of variability of its parameters and R values. These were then used as reference values in the search for one-parameter alternatives. The one-parameter model MSAREA = GPW = 1.55 × SACSIZE performed well for all data sets. We tested its validity by performing a comparison with other one-parameter area models. CONCLUSIONS Area models are superior to peak-velocity models in terms of R and stability and can be reduced to robust one-parameter expressions with only limited degradation in R. This not only greatly simplifies the determination if a set is inside or outside a reference population but also allows for direct comparisons between sets, with the saccadic dynamics expressed by a simple linear gain factor (GPW = 1.55).
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10
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Mani R, Asper L, Khuu SK. Deficits in saccades and smooth-pursuit eye movements in adults with traumatic brain injury: a systematic review and meta-analysis. Brain Inj 2018; 32:1315-1336. [PMID: 29913089 DOI: 10.1080/02699052.2018.1483030] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
PURPOSE To conduct a review of literature and quantify the effect that traumatic brain injury (TBI) has on oculomotor functions (OM). METHODS A systematic review and meta-analysis was conducted from papers that objectively measured saccades and smooth-pursuit eye movements in mild and severe TBI. RESULTS The overall impact of TBI on OM functions was moderate and significant with an effect size of 0.42 from 181 OM case-control comparisons. The heterogeneity, determined using the random effect model, was found to be significant (Q (180) = 367, p < 0.0001, I2 = 51) owing to the variety of OM functions (reflexive saccades, antisaccades, memory-guided saccades, self-paced saccades and pursuits) measured and varying post-injury periods.The overall effect on OM functions were similar in mild and severe TBI despite differences in combined effect size of various OM functions. OM functions involving complex cognitive skills such as antisaccades (in mild and severe TBI) and memory-guided saccades (in mild TBI) were the most adversely affected, suggesting that OM deficits may be associated with cognitive deficits in TBI. CONCLUSION TBI often results in long-standing OM deficits. Experimental measures of OM assessment reflect neural integrity and may provide a sensitive and objective biomarker to detect OM deficits following TBI.
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Affiliation(s)
- Revathy Mani
- a School of Optometry and Vision Science , The University of New South Wales (UNSW) , Sydney , Australia
| | - Lisa Asper
- a School of Optometry and Vision Science , The University of New South Wales (UNSW) , Sydney , Australia
| | - Sieu K Khuu
- a School of Optometry and Vision Science , The University of New South Wales (UNSW) , Sydney , Australia
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11
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Long-term effects of mild traumatic brain injuries to oculomotor tracking performances and reaction times to simple environmental stimuli. Sci Rep 2018; 8:4583. [PMID: 29545567 PMCID: PMC5854576 DOI: 10.1038/s41598-018-22825-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 02/27/2018] [Indexed: 12/14/2022] Open
Abstract
Understanding the long-term effects of concussive events remains a challenge for the development of modern medical practices and the prevention of recurrent traumas. In this study, we utilized indices of oculomotor performance and the ability to react to simple environmental stimuli to assess the long-term motor effects of traumatic brain injury in its mildest form (mTBI). We performed analysis of eye movement accuracy, investigated the presence of abnormal eye movements, and quantified time to react to simple environmental stimuli on long-term mTBI survivors. Results indicated the presence of impairments to basic neural functions used to explore and respond to environmental demands long after the occurrence of mTBIs. Specifically, the result revealed the presence of abnormal saccadic eye movements while performing horizontal smooth pursuit, diminished accuracy of primary saccadic horizontal eye movement, and a widespread slower reaction to both visual and auditory stimuli. The methodology used in this study indicated to be potentially useful in aiding future investigations of neural circuitry impaired by mTBI and provide indices of recovery in future clinical trials testing mTBI-related clinical interventions.
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12
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Oculomotor-Based Vision Assessment in Mild Traumatic Brain Injury: A Systematic Review. J Head Trauma Rehabil 2018; 31:252-61. [PMID: 26291632 DOI: 10.1097/htr.0000000000000174] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The purpose of this article is to synthesize and appraise the evidence regarding the use of oculomotor-based vision assessment to identify and monitor recovery from mild traumatic brain injury (mTBI). Specific objectives are to (1) identify changes in oculomotor-based vision following mTBI; (2) distinguish methods of assessment; (3) appraise the level and quality of evidence; and, if warranted, (4) determine clinical recommendations for assessment. METHODS A systematic review was undertaken to identify and appraise relevant literature. A search was conducted of 7 databases of peer-reviewed literature from January 1990 to January 2015. Articles were included if study populations were clearly identified as having mTBI and used an assessment of oculomotor-based vision. Articles with pooled data (eg, mTBI and stroke), addressing afferent visual function (eg, visual field deficits) or using single case designs, were excluded. RESULTS Twenty articles were selected for inclusion. Exploratory findings suggest that measurements of saccades, smooth pursuit, and vergence are useful in detecting changes associated with mTBI. Assessment methods included eye tracker protocols, optometric assessment, and the King-Devick test. CONCLUSION The strength of this evidence is not yet sufficient to warrant clinical recommendations. Research using rigorous methods is required to develop reliable, valid, and clinically useful assessment protocols.
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13
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Armstrong RA. Visual problems associated with traumatic brain injury. Clin Exp Optom 2018; 101:716-726. [PMID: 29488253 DOI: 10.1111/cxo.12670] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 01/12/2018] [Accepted: 01/17/2018] [Indexed: 12/14/2022] Open
Abstract
Traumatic brain injury (TBI) and its associated concussion are major causes of disability and death. All ages can be affected but children, young adults and the elderly are particularly susceptible. A decline in mortality has resulted in many more individuals living with a disability caused by TBI including those affecting vision. This review describes: (1) the major clinical and pathological features of TBI; (2) the visual signs and symptoms associated with the disorder; and (3) discusses the assessment of quality of life and visual rehabilitation of the patient. Defects in primary vision such as visual acuity and visual fields, eye movement including vergence, saccadic and smooth pursuit movements, and in more complex aspects of vision involving visual perception, motion vision ('akinopsia'), and visuo-spatial function have all been reported in TBI. Eye movement dysfunction may be an early sign of TBI. Hence, TBI can result in a variety of visual problems, many patients exhibiting multiple visual defects in combination with a decline in overall health. Patients with chronic dysfunction following TBI may require occupational, vestibular, cognitive and other forms of physical therapy. Such patients may also benefit from visual rehabilitation, including reading-related oculomotor training and the prescribing of spectacles with a variety of tints and prism combinations.
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Matuseviciene G, Johansson J, Möller M, Godbolt AK, Pansell T, Deboussard CN. Longitudinal changes in oculomotor function in young adults with mild traumatic brain injury in Sweden: an exploratory prospective observational study. BMJ Open 2018; 8:e018734. [PMID: 29431132 PMCID: PMC5829871 DOI: 10.1136/bmjopen-2017-018734] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To assess (1) whether visual disturbances can be demonstrated with objective measures more often in patients with mild traumatic brain injury (mTBI) than in orthopaedic controls and non-injured controls, (2) whether such objectively demonstrated disturbances change over time and (3) whether self-reported visual symptoms after mTBI correlate with objectively measurable changes in visuomotor performance. DESIGN A prospective, controlled, observational study, with assessments planned 7-10 and 75-100 days after injury. SETTING Emergency department of a general hospital in Sweden. PARTICIPANTS 15 patients with mTBI, 15 patients with minor orthopaedic injury, 15 non-injured controls, aged 18-40 years. OUTCOME MEASURES Visual examination, including assessment of visual acuity, accommodation, eye alignment, saccades and stereoacuity. Symptom assessment using Convergence Insufficiency Symptoms Survey (CISS) and Rivermead PostConcussion Symptoms Questionnaire. RESULTS Assessments were performed 4-13 and 81-322 days after injury (extended time frames for logistical reasons). No statistically significant difference was found between the mTBI and control groups regarding saccade performance and stereoacuity at any time point. The accommodative amplitude was significantly lower in the mTBI group compared with non-injured controls at baseline. 6 out of 13 patients with mTBI had accommodative insufficiency at follow-up. Near point of convergence in the mTBI group was receded at baseline and improved statistically significantly at follow-up. At baseline, patients with mTBI had significantly higher CISS score than orthopaedic and non-injured controls. For patients with mTBI, the CISS score correlated with fusional vergence. CONCLUSION There were some transient measurable visual changes regarding convergence in patients with mTBI during the subacute period after the injury. Our findings of persistence of accommodative insufficiency in a considerable proportion of patients with mTBI suggest that this visual function should not be overlooked in clinical assessment.
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Affiliation(s)
- Giedre Matuseviciene
- Division of Rehabilitation Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Jan Johansson
- Department of Clinical Neuroscience, Eye and Vision, Karolinska Institutet, Stockholm, Sweden
| | - Marika Möller
- Division of Rehabilitation Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Alison K. Godbolt
- Division of Rehabilitation Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Tony Pansell
- Department of Clinical Neuroscience, Eye and Vision, Karolinska Institutet, Stockholm, Sweden
| | - Catharina Nygren Deboussard
- Division of Rehabilitation Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
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15
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Sussman ES, Ho AL, Pendharkar AV, Ghajar J. Clinical evaluation of concussion: the evolving role of oculomotor assessments. Neurosurg Focus 2017; 40:E7. [PMID: 27032924 DOI: 10.3171/2016.1.focus15610] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Sports-related concussion is a change in brain function following a direct or an indirect force to the head, identified in awake individuals and accounting for a considerable proportion of mild traumatic brain injury. Although the neurological signs and symptoms of concussion can be subtle and transient, there can be persistent sequelae, such as impaired attention and balance, that make affected patients particularly vulnerable to further injury. Currently, there is no accepted definition or diagnostic criteria for concussion, and there is no single assessment that is accepted as capable of identifying all patients with concussion. In this paper, the authors review the available screening tools for concussion, with particular emphasis on the role of visual function testing. In particular, they discuss the oculomotor assessment tools that are being investigated in the setting of concussion screening.
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Affiliation(s)
- Eric S Sussman
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Allen L Ho
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Arjun V Pendharkar
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Jamshid Ghajar
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
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Ting WKC, Schweizer TA, Topolovec-Vranic J, Cusimano MD. Antisaccadic Eye Movements Are Correlated with Corpus Callosum White Matter Mean Diffusivity, Stroop Performance, and Symptom Burden in Mild Traumatic Brain Injury and Concussion. Front Neurol 2016; 6:271. [PMID: 26834693 PMCID: PMC4716139 DOI: 10.3389/fneur.2015.00271] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Accepted: 12/22/2015] [Indexed: 11/28/2022] Open
Abstract
Antisaccades are thought to involve higher level inputs from neural centers involved in rapid eye movement inhibition and control. Previous work has demonstrated that performance on the antisaccade task can help in the assessment of injury in acute and/or chronic mild traumatic brain injury (mTBI). In this exploratory study, we performed cross-sectional and longitudinal comparisons of rapid eye movement, followed by correlations of antisaccade performance with assessments of symptom burden, diffusion tensor imaging, and a neuropsychological test of response inhibition. Significant deficits in antisaccade median latency, F(2, 31) = 3.65, p = 0.04 and prosaccade error mean duration, F(2, 31) = 3.63, p = 0.04 were found between patient groups and controls: the former was correlated with loss of white matter integrity in the splenium of the corpus callosum in acute mTBI, rho = 0.90, p = 0.0005. Furthermore, increased antisaccade median latency was also correlated with poor performance on an executive functioning task, r2 = 0.439, p = 0.03, and greater symptom burden, r2 = 0.480, p = 0.02 in the acute mTBI patients. Our preliminary research suggests that the antisaccade task could be useful as a neurological marker for mTBI and concussion, but more work is required.
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Affiliation(s)
- Windsor Kwan-Chun Ting
- Injury Prevention Research Office, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada
| | - Tom A Schweizer
- Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada; Department of Surgery, Division of Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Jane Topolovec-Vranic
- Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada; Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Michael D Cusimano
- Injury Prevention Research Office, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada; Department of Surgery, Division of Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
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17
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Fischer TD, Red SD, Chuang AZ, Jones EB, McCarthy JJ, Patel SS, Sereno AB. Detection of Subtle Cognitive Changes after mTBI Using a Novel Tablet-Based Task. J Neurotrauma 2015; 33:1237-46. [PMID: 26398492 DOI: 10.1089/neu.2015.3990] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
This study examined the potential for novel tablet-based tasks, modeled after eye tracking techniques, to detect subtle sensorimotor and cognitive deficits after mild traumatic brain injury (mTBI). Specifically, we examined whether performance on these tablet-based tasks (Pro-point and Anti-point) was able to correctly categorize concussed versus non-concussed participants, compared with performance on other standardized tests for concussion. Patients admitted to the emergency department with mTBI were tested on the Pro-point and Anti-point tasks, a current standard cognitive screening test (i.e., the Standard Assessment of Concussion [SAC]), and another eye movement-based tablet test, the King-Devick(®) (KD). Within hours after injury, mTBI patients showed significant slowing in response times, compared with both orthopedic and age-matched control groups, in the Pro-point task, demonstrating deficits in sensorimotor function. Mild TBI patients also showed significant slowing, compared with both control groups, on the Anti-point task, even when controlling for sensorimotor slowing, indicating deficits in cognitive function. Performance on the SAC test revealed similar deficits of cognitive function in the mTBI group, compared with the age-matched control group; however, the KD test showed no evidence of cognitive slowing in mTBI patients, compared with either control group. Further, measuring the sensitivity and specificity of these tasks to accurately predict mTBI with receiver operating characteristic analysis indicated that the Anti-point and Pro-point tasks reached excellent levels of accuracy and fared better than current standardized tools for assessment of concussion. Our findings suggest that these rapid tablet-based tasks are able to reliably detect and measure functional impairment in cognitive and sensorimotor control within hours after mTBI. These tasks may provide a more sensitive diagnostic measure for functional deficits that could prove key to earlier detection of concussion, evaluation of interventions, or even prediction of persistent symptoms.
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Affiliation(s)
- Tara D Fischer
- 1 Department of Neurobiology and Anatomy, the University of Texas Health Science Center at Houston , Houston, Texas
| | - Stuart D Red
- 1 Department of Neurobiology and Anatomy, the University of Texas Health Science Center at Houston , Houston, Texas
| | - Alice Z Chuang
- 2 Department of Ophthalmology and Visual Science, the University of Texas Health Science Center at Houston , Houston, Texas
| | - Elizabeth B Jones
- 3 Department of Emergency Medicine, the University of Texas Health Science Center at Houston , Houston, Texas
| | - James J McCarthy
- 3 Department of Emergency Medicine, the University of Texas Health Science Center at Houston , Houston, Texas
| | - Saumil S Patel
- 4 Department of Neuroscience, Baylor College of Medicine , Houston, Texas
| | - Anne B Sereno
- 1 Department of Neurobiology and Anatomy, the University of Texas Health Science Center at Houston , Houston, Texas
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