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Telesheva K, Savenkova V, Morozova I, Ochneva A, Zeltser A, Andreyuk D, Reznik A, Mukhin V, Melkonyan G, Lytkina K, Mitrofanov A, Morozova A. Potential Neurophysiological Markers of Combat-Related Post-Traumatic Stress Disorder: A Cross-Sectional Diagnostic Study. CONSORTIUM PSYCHIATRICUM 2024; 5:31-44. [PMID: 39072002 PMCID: PMC11272305 DOI: 10.17816/cp15512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 06/19/2024] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND Studies suggest that the components of brain-evoked potentials (EPs) may serve as biomarkers of the post-traumatic stress disorder (PTSD) caused by participation in combat operations; however, to date, research remains fragmented, with no studies that have attempted to combine different paradigms. In addition, the mismatch negativity component has not been studied in a Russian sample of veterans with PTSD. AIM To identify objective neurophysiological markers of combat-related PTSD using the method of auditory-evoked potentials in active and passive listening paradigms. METHODS The study included a recording of auditory EPs in an oddball paradigm in three settings: 1) directed attention to auditory stimuli, 2) passive listening while viewing a neutral video sequence, and 3) viewing a video sequence associated with a traumatic event. Combatants diagnosed with PTSD (18 people) were compared with mentally healthy civilian volunteers (22 people). RESULTS An increase in the latency period of the early components of auditory EP (N100 and P200), an increase in the amplitude of the P200 component to a deviant stimulus, and a decrease to a standard one in the active listening paradigm were established in the PTSD group. There were no significant differences in the parameters of the P300 component. The characteristics of mismatch negativity in the passive paradigm were revealed: an increase in the phenomenon amplitude, both when shown a video sequence associated with a traumatic event and when shown a neutral video sequence. A binary logistic regression model constructed using the selected parameters showed that the identified characteristics can potentially be considered as diagnostic markers of PTSD in combatants, as the classification accuracy stood at 87% (sensitivity - 81%, specificity - 91%). CONCLUSION Potential neurophysiological markers of PTSD are the following: the amplitude and latency of early components of auditory EPs in the paradigm of directed attention to stimuli and the amplitude of mismatch negativity during passive attention.
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Mitchell KM, Dalton KN, Cinelli ME. A treadmill running research protocol to assess dynamic visual acuity and balance for athletes with and without recent concussion history. BMC Sports Sci Med Rehabil 2024; 16:112. [PMID: 38760838 PMCID: PMC11101338 DOI: 10.1186/s13102-024-00900-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 05/08/2024] [Indexed: 05/19/2024]
Abstract
Athletes interpret dynamic visual scenes quickly and accurately during physical exertion. It is important to understand how increased exertion may impact vision and cognition following sport-related concussion (SRC).Purpose To examine the effect of a treadmill running research protocol on the assessment of dynamic visual acuity (DVA) and balance for athletes with and without recent history of SRC.Methods Varsity athletes following recent SRC (CONC=12) were compared to athletes without SRC (ATHLETE=19). The DVA task presented a Tumbling 'E' target in four possible orientations during random walk (RW) or horizontal (H) motion at a speed of 30°/s. Participants performed DVA trials standing on a force plate (1000Hz) at four time points: 1) pre-exercise (PRE-EX), 2) immediately (POST1), 3) 10-minutes (POST10), and 4) 20-minutes post- exercise (POST20). Performance was calculated as a change in DVA score from PRE-EX and median response time (RT, ms). Balance control was analyzed using the root mean square of centre of pressure displacement (dCOP).Results Both groups maintained DVA scores for both motion types and exhibited immediate exercise-induced benefits on RT. Both groups had similar change in balance control strategy following treadmill exercise.Conclusion Both groups elicited similar exercise-induced benefits on DVA following exercise. A repeated measures assessment following vigorous exercise may provide meaningful insights about visual and neurocognitive functions for athletes returning to sport following concussion.
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Affiliation(s)
| | | | - Michael E Cinelli
- Wilfrid Laurier University, 75 University Ave. W., Waterloo, ON, N2L 3C5, Canada.
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3
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Jones KB, Frizzell T, Fickling S, Pawlowski G, Brodie SM, Lakhani B, Venter J, D’Arcy RCN. Brain vital sign monitoring of sleep deprivation detects situational cognitive impairment. Front Hum Neurosci 2024; 18:1358551. [PMID: 38628971 PMCID: PMC11018923 DOI: 10.3389/fnhum.2024.1358551] [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: 12/19/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
Objective, rapid evaluation of cognitive function is critical for identifying situational impairment due to sleep deprivation. The present study used brain vital sign monitoring to evaluate acute changes in cognitive function for healthy adults. Thirty (30) participants were scanned using portable electroencephalography before and after either a night of regular sleep or a night of total sleep deprivation. Brain vital signs were extracted from three established event-related potential components: (1) the N100 (Auditory sensation); (2) the P300 (Basic attention); and (3) the N400 (Cognitive processing) for all time points. As predicted, the P300 amplitude was significantly reduced in the sleep deprivation group. The findings indicate that it is possible to detect situational cognitive impairment due to sleep deprivation using objective, rapid brain vital sign monitoring.
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Affiliation(s)
| | - Tory Frizzell
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Shaun Fickling
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Gabriela Pawlowski
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Sonia M. Brodie
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Jan Venter
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- Healthcode Ltd, Vancouver, BC, Canada
| | - Ryan C. N. D’Arcy
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- BrainNET, Health and Technology District, Surrey, BC, Canada
- Faculty of Applied Sciences, Simon Fraser University, Burnaby, BC, Canada
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4
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Oldham JR, Bowman TG, Walton SR, Beidler E, Campbell TR, Smetana RM, Munce TA, Larson MJ, Cullum CM, Bushaw MA, Rosenblum DJ, Cifu DX, Resch JE. Sport Type and Risk of Subsequent Injury in Collegiate Athletes Following Concussion: a LIMBIC MATARS Consortium Investigation. Brain Inj 2024:1-9. [PMID: 38317302 DOI: 10.1080/02699052.2024.2310782] [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: 03/01/2023] [Accepted: 01/23/2024] [Indexed: 02/07/2024]
Abstract
OBJECTIVE To investigate the association between sport type (collision, contact, non-contact) and subsequent injury risk following concussion in collegiate athletes. MATERIALS AND METHODS This retrospective chart review of 248 collegiate athletes with diagnosed concussions (age: 20.0 ± 1.4 years; height: 179.6 ± 10.9 cm; mass: 79.0 ± 13.6 kg, 63% male) from NCAA athletic programs (n = 11) occurred between the 2015-2020 athletic seasons. Acute injuries that occurred within six months following concussion were evaluated. Subsequent injuries were grouped by lower extremity, upper extremity, trunk, or concussion. The independent variable was sport type: collision, contact, non-contact. A Cox proportional hazard model was used to assess the risk of subsequent injury between sport types. RESULTS Approximately 28% (70/248) of athletes sustained a subsequent acute injury within six months post-concussion. Collision sport athletes had a significantly higher risk of sustaining any injury (HR: 0.41, p < 0.001, 95% CI: 0.28, 0.62), lower extremity (HR: 0.55, p = 0.04, 95% CI: 0.32, 0.97), and upper extremity (HR: 0.41, p = 0.01, 95% CI: 0.20, 0.81) injuries following concussion. No differences between sport types were observed for other injuries. CONCLUSION Collision sport athletes had a higher rate of any subsequent injury, lower, and upper extremity injuries following concussion. Future research should focus on sport-specific secondary injury prevention efforts.
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Affiliation(s)
- Jessie R Oldham
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Thomas G Bowman
- Department of Athletic Training, College of Health Sciences, University of Lynchburg, Lynchburg, Virginia, USA
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Erica Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - Thomas R Campbell
- College of Health Sciences, Old Dominion University, Norfolk, Virginia, USA
| | - Racheal M Smetana
- Neuropsychology Assessment Clinic, University of Virginia Health, Charlottesville, Virginia, USA
| | - Thayne A Munce
- Environmental Influences on Health & Disease Group, Sanford Research, Sioux Falls, South Dakota, USA
| | - Michael J Larson
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, Utah, USA
| | - C Munro Cullum
- Departments of Psychiatry, Neurology, and Neurological Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | | | - Daniel J Rosenblum
- United States Navy, Virginia Beach, Virginia, USA
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
| | - David X Cifu
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Jacob E Resch
- United States Navy, Virginia Beach, Virginia, USA
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
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Aguiar OMG, Chow TR, Chong H, Vakili O, Robinovitch SN. Associations between the circumstances and severity of head impacts in men's university ice hockey. Sci Rep 2023; 13:17402. [PMID: 37833303 PMCID: PMC10575878 DOI: 10.1038/s41598-023-43785-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
Improved evidence on the most common and severe types of head impacts in ice hockey can guide efforts to preserve brain health through improvements in protective gear, rink design, player training, and rules of play. In this observational cohort study of men's university hockey, we compared video evidence on the circumstances of 234 head impacts to measures of head impact severity (peak linear accelerations and rotational velocities) from helmet-mounted sensors (GForceTracker). Videos were analyzed with a validated questionnaire, and paired with helmet sensor data. Shoulder-to-head impacts were more common than hand- or elbow-, but there were no differences in head impact severity between upper limb contact sites (p ≥ 0.2). Head-to-glass impacts were nearly four times more common, and just as severe as head-to-board impacts (p ≥ 0.4). Head impacts resulting in major penalties (versus no penalty), or visible signs of concussion (versus no signs), involved greater head rotational velocities (p = 0.038 and 0.049, respectively). Head impacts occurred most often to the side of the head, along the boards to players in their offensive zone without puck possession. Head impact severity did not differ between cases where the head was (versus was not) the primary site of contact (p ≥ 0.6). Furthermore, penalties were called in only 4% of cases where the head was the initial point of contact. Accordingly, rules that focus on primary targeting of the head, while important and in need of improved enforcement, offer a limited solution.
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Affiliation(s)
- Olivia M G Aguiar
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
| | - Tim R Chow
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Helen Chong
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Omid Vakili
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Stephen N Robinovitch
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
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6
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Kirby ED, Jones CB, Fickling SD, Pawlowski G, Brodie SM, Boyd LA, Venter J, Moser N, Kalsi-Ryan S, Medvedev G, D’Arcy RCN. Real world evidence of improved attention and cognition during physical therapy paired with neuromodulation: a brain vital signs study. Front Hum Neurosci 2023; 17:1209480. [PMID: 37362950 PMCID: PMC10289164 DOI: 10.3389/fnhum.2023.1209480] [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: 04/20/2023] [Accepted: 05/25/2023] [Indexed: 06/28/2023] Open
Abstract
Background Non-invasive neuromodulation using translingual neurostimulation (TLNS) has been shown to advance rehabilitation outcomes, particularly when paired with physical therapy (PT). Together with motor gains, patient-reported observations of incidental improvements in cognitive function have been noted. Both studies in healthy individuals and case reports in clinical populations have linked TLNS to improvements in attention-related cognitive processes. We investigated if the use of combined TLNS/PT would translate to changes in objective neurophysiological cognitive measures in a real-world clinical sample of patients from two separate rehabilitation clinics. Methods Brain vital signs were derived from event-related potentials (ERPs), specifically auditory sensation (N100), basic attention (P300), and cognitive processing (N400). Additional analyses explored the attention-related N200 response given prior evidence of attention effects from TLNS/PT. The real-world patient sample included a diverse clinical group spanning from mild-to-moderate traumatic brain injury (TBI), stroke, Multiple Sclerosis (MS), Parkinson's Disease (PD), and other neurological conditions. Patient data were also acquired from a standard clinical measure of cognition for comparison. Results Results showed significant N100 variation between baseline and endpoint following TLNS/PT treatment, with further examination showing condition-specific significant improvements in attention processing (i.e., N100 and N200). Additionally, CogBAT composite scores increased significantly from baseline to endpoint. Discussion The current study highlighted real-world neuromodulation improvements in neurophysiological correlates of attention. Overall, the real-world findings support the concept of neuromodulation-related improvements extending beyond physical therapy to include potential attention benefits for cognitive rehabilitation.
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Affiliation(s)
- Eric D. Kirby
- BrainNet, Faculty of Applied Sciences, Simon Fraser University, Vancouver, BC, Canada
| | - Christina B. Jones
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- Brain Behaviour Laboratory, Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Shaun D. Fickling
- BrainNet, Faculty of Applied Sciences, Simon Fraser University, Vancouver, BC, Canada
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | | | - Sonia M. Brodie
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Lara A. Boyd
- Brain Behaviour Laboratory, Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Jan Venter
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- Healthcode, Vancouver, BC, Canada
| | - Nicholas Moser
- KITE Research Institute-UHN, Toronto, ON, Canada
- Temerty Faculty of Medicine, Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Sukhvinder Kalsi-Ryan
- KITE Research Institute-UHN, Toronto, ON, Canada
- Department of Physical Therapy, Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - George Medvedev
- Royal Columbian Hospital, Fraser Health, Vancouver, BC, Canada
| | - Ryan C. N. D’Arcy
- BrainNet, Faculty of Applied Sciences, Simon Fraser University, Vancouver, BC, Canada
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- DM Centre for Brain Health, Department of Radiology, The University of British Columbia, Vancouver, BC, Canada
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7
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Functional, but Minimal Microstructural Brain Changes Present in Aging Canadian Football League Players Years After Retirement. BRAIN DISORDERS 2022. [DOI: 10.1016/j.dscb.2022.100036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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8
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Stemper BD, Shah A, Chiariello R, McCarthy C, Jessen K, Sarka B, Seifert J, Budde MD, Wang K, Olsen CM, McCrea M. A Preclinical Rodent Model for Repetitive Subconcussive Head Impact Exposure in Contact Sport Athletes. Front Behav Neurosci 2022; 16:805124. [PMID: 35368301 PMCID: PMC8965565 DOI: 10.3389/fnbeh.2022.805124] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 01/05/2022] [Indexed: 11/13/2022] Open
Abstract
Repetitive subconcussive head impact exposure has been associated with clinical and MRI changes in some non-concussed contact sport athletes over the course of a season. However, analysis of human tolerance for repeated head impacts is complicated by concussion and head impact exposure history, genetics, and other personal factors. Therefore, the objective of the current study was to develop a rodent model for repetitive subconcussive head impact exposure that can be used to understand injury mechanisms and tolerance in the human. This study incorporated the Medical College of Wisconsin Rotational Injury Model to expose rats to multiple low-level head accelerations per day over a 4-week period. The peak magnitude of head accelerations were scaled from our prior human studies of contact sport athletes and the number of exposures per day were based on the median (moderate exposure) and 95th percentile (high exposure) number of exposures per day across the human sample. Following the exposure protocol, rats were assessed for cognitive deficits, emotional changes, blood serum levels of axonal injury biomarkers, and histopathological evidence of injury. High exposure rats demonstrated cognitive deficits and evidence of anxiety-like behaviors relative to shams. Moderate exposure rats did not demonstrate either of those behaviors. Similarly, high exposure rats had histopathological evidence of gliosis [i.e., elevated Iba1 intensity and glial fibrillary acidic protein (GFAP) volume relative to shams] in the basolateral amygdala and other areas. Blood serum levels of neurofilament light (NFL) demonstrated a dose response relationship with increasing numbers of low-level head acceleration exposures with a higher week-to-week rate of NFL increase for the high exposure group compared to the moderate exposure group. These findings demonstrate a cumulative effect of repeated low-level head accelerations and provide a model that can be used in future studies to better understand mechanisms and tolerance for brain injury resulting from repeated low-level head accelerations, with scalable biomechanics between the rat and human.
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Affiliation(s)
- Brian D. Stemper
- Joint Department of Biomedical Engineering, Medical College of Wisconsin, Marquette University, Milwaukee, WI, United States
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
- *Correspondence: Brian D. Stemper,
| | - Alok Shah
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Rachel Chiariello
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Cassandra McCarthy
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Kristin Jessen
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Bailey Sarka
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jack Seifert
- Joint Department of Biomedical Engineering, Medical College of Wisconsin, Marquette University, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Matthew D. Budde
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Kevin Wang
- Gryphon Bio, Inc., South San Francisco, CA, United States
| | - Christopher M. Olsen
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
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9
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Fickling SD, Poel DN, Dorman JC, D’Arcy RCN, Munce TA. Subconcussive changes in youth football players: objective evidence using brain vital signs and instrumented accelerometers. Brain Commun 2021; 4:fcab286. [PMID: 35291689 PMCID: PMC8914875 DOI: 10.1093/braincomms/fcab286] [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: 06/04/2021] [Revised: 10/05/2021] [Accepted: 10/11/2021] [Indexed: 11/25/2022] Open
Abstract
Brain vital signs, measured by EEG, were used for portable, objective,
neurophysiological evaluation of cognitive function in youth tackle football
players. Specifically, we investigated whether previously reported pre- and
post-season subconcussive changes detected in youth ice hockey players were
comparably detected in football. The two objectives were to: (i) replicate
previously published results showing subconcussive cognitive deficits; and (ii)
the relationship between brain vital sign changes and head-impact exposure.
Using a longitudinal design, 15 male football players (age
12.89 ± 0.35 years) were tested pre- and
post-season, with none having a concussion diagnosis during the season. Peak
latencies and amplitudes were quantified for Auditory sensation (N100), Basic
attention (P300) and Cognitive processing (N400). Regression analyses tested the
relationships between these brain vital signs and exposure to head impacts
through both number of impacts sustained, and total sessions (practices and
games) participated. The results demonstrated significant pre/post differences
in N400 latencies, with ∼70 ms delay
(P < 0.01), replicating prior findings.
Regression analysis also showed significant linear relationships between brain
vital signs changes and head impact exposure based on accelerometer data and
games/practices played (highest
R = 0.863, P
< 0.001 for overall sessions). Number of head impacts in youth
football (age 12–14 years) findings corresponded most closely
with prior Junior-A ice hockey (age 16–21 years) findings,
suggesting comparable contact levels at younger ages in football. The predictive
relationship of brain vital signs provided a notable complement to instrumented
accelerometers, with a direct physiological measure of potential individual
exposure to subconcussive impacts.
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Affiliation(s)
- Shaun D Fickling
- Faculty of Sciences and Applied Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
- BrainNET, Health and Technology District, Surrey, BC V3V 0C6, Canada
- Center for Neurology Studies, HealthTech Connex, Surrey, BC V3V 0C6, Canada
| | - Daniel N Poel
- Sanford Sports Science Institute, Sanford Health, Sioux Falls, SD 57107, USA
- Environmental Influences on Health and Disease Group, Sanford Research, Sioux Falls, SD 57104, USA
| | - Jason C Dorman
- Sanford Sports Science Institute, Sanford Health, Sioux Falls, SD 57107, USA
- Environmental Influences on Health and Disease Group, Sanford Research, Sioux Falls, SD 57104, USA
| | - Ryan C N D’Arcy
- Faculty of Sciences and Applied Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
- BrainNET, Health and Technology District, Surrey, BC V3V 0C6, Canada
- Center for Neurology Studies, HealthTech Connex, Surrey, BC V3V 0C6, Canada
| | - Thayne A Munce
- Sanford Sports Science Institute, Sanford Health, Sioux Falls, SD 57107, USA
- Environmental Influences on Health and Disease Group, Sanford Research, Sioux Falls, SD 57104, USA
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10
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Carrick FR, Pagnacco G, Azzolino SF, Hunfalvay M, Oggero E, Frizzell T, Smith CJ, Pawlowski G, Campbell NKJ, Fickling SD, Lakhani B, D'Arcy RCN. Brain Vital Signs in Elite Ice Hockey: Towards Characterizing Objective and Specific Neurophysiological Reference Values for Concussion Management. Front Neurosci 2021; 15:670563. [PMID: 34434084 PMCID: PMC8382572 DOI: 10.3389/fnins.2021.670563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 07/09/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Prior concussion studies have shown that objective neurophysiological measures are sensitive to detecting concussive and subconcussive impairments in youth ice-hockey. These studies monitored brain vital signs at rink-side using a within-subjects design to demonstrate significant changes from pre-season baseline scans. However, practical clinical implementation must overcome inherent challenges related to any dependence on a baseline. This requires establishing the start of normative reference data sets. Methods: The current study collected specific reference data for N = 58 elite, youth, male ice-hockey players and compared these with a general reference dataset from N = 135 of males and females across the lifespan. The elite hockey players were recruited to a select training camp through CAA Hockey, a management agency for players drafted to leagues such as the National Hockey League (NHL). The statistical analysis included a test-retest comparison to establish reliability, and a multivariate analysis of covariance to evaluate differences in brain vital signs between groups with age as a covariate. Findings: Test-retest assessments for brain vital signs evoked potentials showed moderate-to-good reliability (Cronbach’s Alpha > 0.7, Intraclass correlation coefficient > 0.5) in five out of six measures. The multivariate analysis of covariance showed no overall effect for group (p = 0.105), and a significant effect of age as a covariate was observed (p < 0.001). Adjusting for the effect of age, a significant difference was observed in the measure of N100 latency (p = 0.022) between elite hockey players and the heterogeneous control group. Interpretation: The findings support the concept that normative physiological data can be used in brain vital signs evaluation in athletes, and should additionally be stratified for age, skill level, and experience. These can be combined with general norms and/or individual baseline assessments where appropriate and/or possible. The current results allow for brain vital sign evaluation independent of baseline assessment, therefore enabling objective neurophysiological evaluation of concussion management and cognitive performance optimization in ice-hockey.
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Affiliation(s)
- Frederick R Carrick
- University of Central Florida College of Medicine, Orlando, FL, United States.,MGH Institute of Health Professions, Boston, MA, United States.,Centre for Mental Health Research, University of Cambridge, Cambridge, United Kingdom.,Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Guido Pagnacco
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom.,Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States
| | - Sergio F Azzolino
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Melissa Hunfalvay
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Elena Oggero
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom.,Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States
| | - Tory Frizzell
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | | | - Gabriela Pawlowski
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Natasha K J Campbell
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Shaun D Fickling
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Ryan C N D'Arcy
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada.,DM Centre for Brain Health, Department of Radiology, University of British Columbia, Vancouver, BC, Canada
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