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Ledwidge PS, Hartland LC, Brickman K, Burkhart SO, Abt JP. Challenges and Research Opportunities for Integrating Quantitative Electroencephalography Into Sports Concussion Rehabilitation. J Sport Rehabil 2024:1-9. [PMID: 39719135 DOI: 10.1123/jsr.2024-0103] [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: 03/14/2024] [Revised: 09/03/2024] [Accepted: 09/08/2024] [Indexed: 12/26/2024]
Abstract
Although concussion management and return to play/learn decision making focuses on reducing symptoms, there is growing interest in objective physiological approaches to treatment. Clinical and technological advancements have aided concussion management; however, the scientific study of the neurophysiology of concussion has not translated into its standard of care. This expert commentary is motivated by novel clinical applications of electroencephalographic-based neurofeedback approaches (eg, quantitative electroencephalography [QEEG]) for treating traumatic brain injury and emerging research interest in its translation for treating concussion. QEEG's low-cost relative to other brain recording/imaging techniques and precedent in clinical and medical care makes it a potential tool for concussion rehabilitation. Although uncommon, licensed and certified clinicians and medical professionals are implementing QEEG neurofeedback for concussion management within their score of practice. These approaches are not widely adopted nor recommended by professional medical societies, likely because of a limited evidence base of well-designed studies with available standard protocols. Thus, the potential efficacy of QEEG neurofeedback for treating persistent symptoms or cognitive dysfunction after sports-related concussion is unknown. This commentary will update the concussion clinician-scientist on the emerging research, techniques, and disagreements pertaining to the translation of QEEG neurofeedback for concussion management, particularly in the treatment of persistent cognitive difficulties. This commentary will also introduce to readers the fundamentals of how the electroencephalogram may be acquired, measured, and implemented during QEEG neurofeedback. An evidence base of supportive findings from well-designed studies, including those that are retrospective, outcomes-based, and, ultimately, placebo/sham-controlled is recommended prior to considering more widespread adoption of QEEG neurofeedback approaches for treating persistent symptoms or cognitive deficits after sports-related concussion. We review the considerable barriers to this research and clinical implementation, and conclude with opportunities for future research, which will be necessary for establishing the quality and efficacy of QEEG neurofeedback for concussion care.
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Affiliation(s)
- Patrick S Ledwidge
- Department of Psychological Sciences, Western Kentucky University, Bowling Green, KY, USA
| | - Lindsey C Hartland
- Children's Health Andrews Institute for Orthopaedics and Sports Medicine, Plano, TX, USA
| | - Kirstiana Brickman
- Department of Psychological Sciences, Western Kentucky University, Bowling Green, KY, USA
| | - Scott O Burkhart
- Graduate School of Clinical Psychology, George Fox University, Newberg, OR, USA
| | - John P Abt
- Children's Health Andrews Institute for Orthopaedics and Sports Medicine, Plano, TX, USA
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Griffith O, Fornini R, Walter AE, Wilkes J, Bai X, Slobounov SM. Comorbidity of concussion and depression alters brain functional connectivity in collegiate student-athletes. Brain Res 2024; 1845:149200. [PMID: 39197571 DOI: 10.1016/j.brainres.2024.149200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 08/19/2024] [Accepted: 08/25/2024] [Indexed: 09/01/2024]
Abstract
Depression and concussion are highly prevalent neuropsychological disorders that often occur simultaneously. However, due to the high degree of symptom overlap between the two events, including but not limited to headache, sleep disturbances, appetite changes, fatigue, and difficulty concentrating, they may be treated in isolation. Thus, clinical awareness of additive symptom load may be missed. This study measures neuropsychological and electroencephalography (EEG) alpha band coherence differences in collegiate student-athletes with history of comorbid depression and concussion, in comparison to those with a single morbidity and healthy controls (HC). 35 collegiate athletes completed neuropsychological screenings and EEG measures. Participants were grouped by concussion and depression history. Differences in alpha band coherence were calculated using two-way ANOVA with post hoc correction for multiple comparisons. Comorbid participants scored significantly worse on neuropsychological screening, BDI-FS, and PCSS than those with a single morbidity and HC. Two-way ANOVA by group revealed significant main effects of alpha band coherence for concussion, depression, and their interaction term. Post-hoc analysis showed that comorbid participants had more abnormal alpha band coherence than single morbidity, when compared to HC. Comorbidity of concussion and depression increased symptom reporting and revealed more altered alpha band coherence than single morbidity, compared to HC. The abnormalities of the comorbid group exclusively showed decreased alpha band coherence in comparison to healthy controls. The comorbidity of depression and SRC has a compounding effect on depression symptoms, post-concussion symptoms, and brain functional connectivity. This research demonstrates a promising objective measure in comorbid individuals, previously only measured via subjective symptom reporting.
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Affiliation(s)
- Owen Griffith
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA 16802, USA.
| | - Robert Fornini
- College of Osteopathic Medicine, University of New England, 11 Hills Beach Road, Biddeford, ME 04005, USA.
| | - Alexa E Walter
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, Building 421, Philadelphia, PA 19103, USA.
| | - James Wilkes
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA 16802, USA.
| | - Xiaoxiao Bai
- Social, Life, and Engineering Sciences Imaging Center, Social Science Research Institute, Penn State University, 120F Chandlee Laboratory, University Park, PA 16802, USA.
| | - S M Slobounov
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA 16802, USA.
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Ueda M, Ueno K, Yuri T, Aoki Y, Hata M, Inoue T, Ishii R, Naito Y. EEG Oscillatory Activity and Resting-State Networks Associated with Neurocognitive Function in Mild Traumatic Brain Injury. Clin EEG Neurosci 2024:15500594241290858. [PMID: 39420809 DOI: 10.1177/15500594241290858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
This study aimed to investigate the characteristics of resting-state electroencephalography (EEG) activity and brain networks in patients with mild traumatic brain injury (mTBI) and their association with neurocognitive function (NCF). We analyzed 26 patients with subacute mTBI and 21 healthy controls. The subacute mTBI group (9 females, 17 males) had a mean age of 29.9 ± 9.9 years, and the healthy controls (11 females, 10 males) had a mean age of 29.7 ± 11.5 years. Current source density, lagged phase synchronization, and resting-state network activity were analyzed using exact low-resolution electromagnetic tomography (eLORETA) with 60 s resting-state EEG data. In addition, a correlation analysis was performed between these EEG parameters and NCF in patients with mTBI. We used the statistical nonparametric mapping method in eLORETA to correct for multiple comparisons. There were no significant differences in EEG parameters between the patients with mTBI and healthy controls. However, in patients with mTBI, correlation analysis revealed negative correlations between theta activity in the anterior cingulate cortex and verbal short-term memory and between activity in the memory perception network and verbal memory. Our findings suggest that resting-state EEG may be clinically useful in investigating the mechanism of NCF decline in patients with mTBI.
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Affiliation(s)
- Masaya Ueda
- Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
| | - Keita Ueno
- Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
| | - Takuma Yuri
- Department of Occupational Therapy, Kyoto Tachibana University, Kyoto, Japan
| | - Yasunori Aoki
- Department of Psychiatry, Nippon Life Hospital, Osaka, Japan
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Masahiro Hata
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Takao Inoue
- Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
| | - Ryouhei Ishii
- Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Yasuo Naito
- Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
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Moore RD, Kay JJM, Gunn B, Harrison AT, Torres-McGehee T, Pontifex MB. Increased anxiety and depression among collegiate athletes with comorbid ADHD and history of concussion. PSYCHOLOGY OF SPORT AND EXERCISE 2023; 68:102418. [PMID: 37665895 DOI: 10.1016/j.psychsport.2023.102418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 01/28/2023] [Accepted: 03/07/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND Attention Deficit Hyperactivity Disorder (ADHD) is prevalent among student-athletes when compared to the general population. Mental health disruptions (i.e., depression or anxiety) are common among student-athletes, and risk of experiencing depressive and anxious symptoms may be even greater among student-athletes that have incurred concussion. OBJECTIVE To examine the influence of pre-existing ADHD and history of concussion on mental health in collegiate student-athletes. DESIGN Retrospective cross-sectional study. SETTING National Collegiate Athletic Association Division-I (NCAA) athletics. PATIENTS Between 2010 and 2017, student-athletes at a Southeastern NCAA Division-I institution were surveyed as part of a Performance, Health, and Wellness Program. Analyses were conducted using a sample of 324 student athletes (212 female) with either a prior diagnosis of ADHD, a prior history of a sport-related concussion, both prior diagnosis of ADHD and a history of sport-related concussion, or neither (controls). MAIN OUTCOME MEASURE(S) Symptomatology associated with ADHD was characterized using the Behavior Assessment System for Children Self-Report of Personality College Version. The State-Trait Anxiety Inventory and the Center of Epidemiological Studies-Depression Scale examined anxious and depressive symptomatology. RESULTS Student-athletes with ADHD and a history of concussion had 16.4 times greater odds of exhibiting clinically significant symptoms of state anxiety and 7.9 times greater odds of exhibiting clinically significant symptoms of depression, relative to control student-athletes. Every participant with both a diagnosis of ADHD and a history of concussion exhibited clinically significant attentional problems. CONCLUSIONS Having both ADHD and a history of concussion may have a synergistic effect on mental health beyond that of ADHD and/or concussion alone. Additional longitudinal research is necessary to verify current findings. However, athletic trainers and other health care professionals are encouraged to be mindful of student-athletes with ADHD, as they may be more vulnerable to experiencing symptoms of depression and state anxiety with elevated inattentive behaviors following a concussion.
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Affiliation(s)
- Robert Davis Moore
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA; Institute of Mind & Brain, University of South Carolina, Columbia, SC, USA.
| | - Jacob J M Kay
- PRISMA Health Concussion Clinic, PRISMA Health Children's Hospital, Columbia, SC, USA
| | - Brett Gunn
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Adam T Harrison
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Toni Torres-McGehee
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Matthew B Pontifex
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
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Torregrossa W, Raciti L, Rifici C, Rizzo G, Raciti G, Casella C, Naro A, Calabrò RS. Behavioral and Psychiatric Symptoms in Patients with Severe Traumatic Brain Injury: A Comprehensive Overview. Biomedicines 2023; 11:biomedicines11051449. [PMID: 37239120 DOI: 10.3390/biomedicines11051449] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 04/29/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023] Open
Abstract
Traumatic brain injury (TBI) is defined as an altered brain structure or function produced by an external force. Adults surviving moderate and severe TBI often experience long-lasting neuropsychological and neuropsychiatric disorders (NPS). NPS can occur as primary psychiatric complications or could be an exacerbation of pre-existing compensated conditions. It has been shown that changes in behavior following moderate to severe TBI have a prevalence rate of 25-88%, depending on the methodology used by the different studies. Most of current literature has found that cognitive behavioral and emotional deficit following TBI occurs within the first six months whereas after 1-2 years the condition becomes stable. Identifying the risk factors for poor outcome is the first step to reduce the sequelae. Patients with TBI have an adjusted relative risk of developing any NPS several-fold higher than in the general population after six months of moderate-severe TBI. All NPS features of an individual's life, including social, working, and familiar relationships, may be affected by the injury, with negative consequences on quality of life. This overview aims to investigate the most frequent psychiatric, behavioral, and emotional symptoms in patients suffering from TBI as to improve the clinical practice and tailor a more specific rehabilitation training.
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Affiliation(s)
- William Torregrossa
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Centro Neurolesi Bonino Pulejo, Via Palermo S.S. 113 C.da Casazza, 98124 Messina, Italy
| | - Loredana Raciti
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Centro Neurolesi Bonino Pulejo, Via Palermo S.S. 113 C.da Casazza, 98124 Messina, Italy
| | - Carmela Rifici
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Centro Neurolesi Bonino Pulejo, Via Palermo S.S. 113 C.da Casazza, 98124 Messina, Italy
| | - Giuseppina Rizzo
- Azienda Ospedaliera Universitaria (AOU) Policlinico G. Martino, Via Consolare Valeria, 1, 98124 Messina, Italy
| | - Gianfranco Raciti
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Centro Neurolesi Bonino Pulejo, Via Palermo S.S. 113 C.da Casazza, 98124 Messina, Italy
| | - Carmela Casella
- Azienda Ospedaliera Universitaria (AOU) Policlinico G. Martino, Via Consolare Valeria, 1, 98124 Messina, Italy
| | - Antonino Naro
- Azienda Ospedaliera Universitaria (AOU) Policlinico G. Martino, Via Consolare Valeria, 1, 98124 Messina, Italy
| | - Rocco Salvatore Calabrò
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Centro Neurolesi Bonino Pulejo, Via Palermo S.S. 113 C.da Casazza, 98124 Messina, Italy
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Charvet L, Harrison AT, Mangold K, Moore RD, Guo S, Zhang J, Datta A, Androulakis XM. Remotely supervised at-home tDCS for veterans with persistent post-traumatic headache: a double-blind, sham-controlled randomized pilot clinical trial. Front Neurol 2023; 14:1184056. [PMID: 37213913 PMCID: PMC10196360 DOI: 10.3389/fneur.2023.1184056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/14/2023] [Indexed: 05/23/2023] Open
Abstract
Background Currently, there are no FDA approved therapies for persistent post-traumatic headache (PPTH) secondary to traumatic brain injury (TBI). As such neither headache nor TBI specialists have an effective means to manage PPTH. Thus, the objective of the present pilot trial was to evaluate the feasibility and preliminary efficacy of a four-week at-home remotely supervised transcranial direct current stimulation (RS-tDCS) intervention for veterans with PPTH. Methods Twenty-five (m = 46.6 ± 8.7 years) veterans with PPTH were randomized into two groups and received either active (n = 12) or sham (n = 13) RS-tDCS, with anodal stimulation over left dlPFC and cathodal over occipital pole. Following a four-week baseline, participants completed 20-sessions of active or sham RS-tDCS with real-time video monitoring over a period of four-weeks. Participants were assessed again at the end of the intervention and at four-weeks post-intervention. Primary outcomes were overall adherence rate (feasibility) and change in moderate-to-severe headache days per month (efficacy). Secondary outcomes were changes in total number of headache days, and PPTH-related functional outcomes. Results Adherence rate was high with 88% of participants (active = 10/12; sham = 12/13) fully completing tDCS interventions. Importantly, there was no significant difference in adherence between active and sham groups (p = 0.59). Moderate-to-severe headache days were significantly reduced within the active RS-tDCS group (p = 0.004), compared to sham during treatment (-2.5 ± 3.5 vs. 2.3 ± 3.4), and 4-week follow-up (-3.9 ± 6.4 vs. 1.2 ± 6.5). Total number of headache days was significantly reduced within the active RS-tDCS (p = 0.03), compared to sham during-treatment (-4.0 ± 5.2 vs. 1.5 ± 3.8), and 4-week follow-up (-2.1 ± 7.2 vs. -0.2 ± 4.4). Conclusion The current results indicate our RS-tDCS paradigm provides a safe and effective means for reducing the severity and number of headache days in veterans with PPTH. High treatment adherence rate and the remote nature of our paradigm indicate RS-tDCS may be a feasible means to reduce PPTH, especially for veterans with limited access to medical facilities.Clinical Trial Registration: ClinicalTrials.gov, identifier [NCT04012853].
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Affiliation(s)
- Leigh Charvet
- Department of Neurology, New York University Langone Health, New York, NY, United States
| | - Adam T. Harrison
- Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
- Department of Neurology, Columbia VA Healthcare System, Columbia, SC, United States
| | - Kiersten Mangold
- Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
- Department of Neurology, Columbia VA Healthcare System, Columbia, SC, United States
| | - Robert Davis Moore
- Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Siyuan Guo
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
| | - Jiajia Zhang
- Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Abhishek Datta
- Research and Development, Soterix Medical, Inc., Woodbridge, NJ, United States
- Department of Biomedical Engineering, City College of New York, New York, NY, United States
| | - X. Michelle Androulakis
- Department of Neurology, Columbia VA Healthcare System, Columbia, SC, United States
- Headache Centers of Excellence Program, US Department of Veterans Affairs, Columbia, SC, United States
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Sandri Heidner G, O'Connell C, Domire ZJ, Rider P, Mizelle C, Murray NP. Concussed Neural Signature is Substantially Different than Fatigue Neural Signature in Non-concussed Controls. J Mot Behav 2023; 55:302-312. [PMID: 36990462 DOI: 10.1080/00222895.2023.2194852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Traumatic brain injuries can result in short-lived and long-lasting neurological impairment. Identifying the correct recovery timeframe is challenging, as balance-based metrics may be negatively impacted if testing is performed soon after exercise. Thirty-two healthy controls and seventeen concussed individuals performed a series of balance challenges, including virtual reality optical flow perturbation. The control group completed a backpacking protocol to induce moderate fatigue. Concussed participants had lower spectral power in the motor cortex and central sulcus when compared to fatigued controls. Moreover, concussed participants experienced a decrease in overall theta band spectral power while fatigued controls showed an increase in theta band spectral power. This neural signature may be useful to distinguish between concussed and non-concussed fatigued participants in future assessments.
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Affiliation(s)
- Gustavo Sandri Heidner
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
- Department of Kinesiology, Montclair State University, Montclair, NJ, USA
| | - Caitlin O'Connell
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
| | - Zachary J Domire
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
| | - Patrick Rider
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
| | - Chris Mizelle
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
| | - Nicholas P Murray
- Department of Kinesiology, East Carolina University, Greenville, NC, USA
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Liou JW, Wang PS, Wu YT, Lee SK, Chang SD, Liou M. ECG Approximate Entropy in the Elderly during Cycling Exercise. SENSORS (BASEL, SWITZERLAND) 2022; 22:5255. [PMID: 35890935 PMCID: PMC9324578 DOI: 10.3390/s22145255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/10/2022] [Accepted: 07/11/2022] [Indexed: 06/15/2023]
Abstract
Approximate entropy (ApEn) is used as a nonlinear measure of heart-rate variability (HRV) in the analysis of ECG time-series recordings. Previous studies have reported that HRV can differentiate between frail and pre-frail people. In this study, EEGs and ECGs were recorded from 38 elderly adults while performing a three-stage cycling routine. Before and after cycling stages, 5-min resting-state EEGs (rs-EEGs) and ECGs were also recorded under the eyes-open condition. Applying the K-mean classifier to pre-exercise rs-ECG ApEn values and body weights revealed nine females with EEG power which was far higher than that of the other subjects in all cycling stages. The breathing of those females was more rapid than that of other subjects and their average heart rate was faster. Those females also presented higher degrees of asymmetry in the alpha and theta bands (stronger power levels in the right frontal electrode), indicating stressful responses during the experiment. It appears that EEG delta activity could be used in conjunction with a very low ECG frequency power as a predictor of bursts in the heart rate to facilitate the monitoring of elderly adults at risk of heart failure. A resting ECG ApEn index in conjunction with the subject's weight or BMI is recommended for screening high-risk candidates prior to exercise interventions.
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Affiliation(s)
- Jiun-Wei Liou
- Department of Electrical Engineering, Ming Chi University of Technology, New Taipei City 243, Taiwan;
| | - Po-Shan Wang
- Department of Neurology, Municipal Gandau Hospital, Taipei 112, Taiwan;
| | - Yu-Te Wu
- Institute of Biophotonics, National Yang-Ming Chiao Tung University, Taipei 112, Taiwan;
| | - Sheng-Kai Lee
- Taiwan International Graduate Program in Interdisciplinary Neuroscience, National Cheng-Kung University & Academia Sinica, Taipei 701, Taiwan;
| | - Shen-Da Chang
- Institute of Statistical Science, Academia Sinica, Taipei 115, Taiwan;
| | - Michelle Liou
- Institute of Statistical Science, Academia Sinica, Taipei 115, Taiwan;
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Behavioral and Emotional Dyscontrol Following Traumatic Brain Injury: A Systematic Review of Neuroimaging and Electrophysiological Correlates. J Acad Consult Liaison Psychiatry 2022; 63:579-598. [PMID: 35618223 DOI: 10.1016/j.jaclp.2022.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 05/04/2022] [Accepted: 05/13/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Behavioral and emotional dyscontrol commonly occur following traumatic brain injury (TBI). Neuroimaging and electrophysiological correlates of dyscontrol have not been systematically summarized in the literature to date. OBJECTIVE To complete a systematic review of the literature examining neuroimaging and electrophysiological findings related to behavioral and emotional dyscontrol due to TBI. METHODS A Preferred Reporting Items for Systematic Reviews and Meta-Analyses-compliant literature search was conducted in PubMed (MEDLINE), PsycINFO, EMBASE, and Scopus databases prior to May 2019. The database query yielded 4392 unique articles. These articles were narrowed based on specific inclusion criteria (e.g., clear TBI definition, statistical analysis of the relationship between neuroimaging and dyscontrol). RESULTS A final cohort of 24 articles resulted, comprising findings from 1552 patients with TBI. Studies included civilian (n = 12), military (n = 10), and sport (n = 2) samples with significant variation in the severity of TBI incorporated. Global and region-based structural imaging was more frequently used to study dyscontrol than functional imaging or diffusion tensor imaging. The prefrontal cortex was the most common neuroanatomical region associated with behavioral and emotional dyscontrol, followed by other frontal and temporal lobe findings. CONCLUSIONS Frontal and temporal lesions are most strongly implicated in the development of postinjury dyscontrol symptoms although they are also the most frequently investigated regions of the brain for these symptom categories. Future studies can make valuable contributions to the field by (1) emphasizing consistent definitions of behavioral and emotional dyscontrol, (2) assessing premorbid dyscontrol symptoms in subjects, (3) utilizing functional or structural connectivity-based imaging techniques, or (4) restricting analyses to more focused brain regions.
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Eagle SR, Kontos AP, Connaboy C. Association of impulsivity, physical development, and mental health to perceptual-motor control after concussion in adolescents. Eur J Sport Sci 2021; 22:1889-1897. [PMID: 34781850 DOI: 10.1080/17461391.2021.2003869] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
HIGHLIGHTS After SRC, adolescents had deficits in action boundary perception accuracy, while reporting higher depression symptoms and impulsivity, including attention and cognitive instability components.Certain domains of impulsivity were predictive of action boundary perception accuracy and each perception actualization measure in the concussed group.ADD/ADHD history, anxiety scores, and physical development ratings were also significant predictors of perceptual-motor accuracy and actualization time.
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Affiliation(s)
- Shawn R Eagle
- Department of Orthopedic Surgery, UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anthony P Kontos
- Department of Orthopedic Surgery, UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, PA, USA
| | - Chris Connaboy
- Department of Sports Medicine and Nutrition, University of Pittsburgh, Pittsburgh, PA, USA
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Iverson GL, Cook NE, Gilman IG, Maxwell B, Mannix R, Zafonte R, Berkner PD, Brooks BL. Multiple Past Concussions in High School Hockey Players: Examining Cognitive Functioning and Symptom Reporting. Clin J Sport Med 2021; 31:e313-e320. [PMID: 32941379 DOI: 10.1097/jsm.0000000000000806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 10/21/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To investigate (1) if there are meaningful differences in baseline preseason cognitive functioning or symptom reporting between high school ice hockey players with and without prior concussions and (2) determine which health history variables predict symptom reporting. DESIGN Cross-sectional study. SETTING High schools across the state of Maine. PARTICIPANTS Participants were 1616 male high school ice hockey players (mean age = 15.6 years; SD = 1.5 years) who completed baseline testing between 2009 and 2015. INDEPENDENT VARIABLES Athletes were grouped according to their self-reported concussion history [0 (n = 1136), 1 (n = 321), 2 (n = 112), or 3+ (n = 47) previous concussions]. MAIN OUTCOME MEASURES Cognitive functioning was measured by the Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) battery, and symptom ratings were obtained from the Post-Concussion Symptom Scale. RESULTS There were no statistically significant differences between groups in cognitive functioning as measured by ImPACT. The group with ≥3 prior concussions endorsed higher total symptom scores, but the effect sizes were small and not statistically significant. In a multivariate model, prior treatment for headaches (not necessarily migraines), prior treatment for a psychiatric condition, and prior treatment for substance/alcohol use all significantly predicted total symptom scores, with concussion history being the weakest independent predictor. CONCLUSIONS Players with a history of prior concussions performed similarly to players with no prior concussions on cognitive testing. Health history factors were more strongly associated with symptom reporting than concussion history.
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Affiliation(s)
- Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- Spaulding Rehabilitation Hospital and Spaulding Research Institute, Charlestown, Massachusetts
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, Massachusetts
- MassGeneral Hospital for Children Sports Concussion Program, Boston, Massachusetts
| | - Nathan E Cook
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- MassGeneral Hospital for Children Sports Concussion Program, Boston, Massachusetts
- Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
| | - Isabelle G Gilman
- Department of Psychological and Brain Sciences, Villanova University, Villanova, Pennsylvania
| | - Bruce Maxwell
- Department of Computer Science, Colby College, Waterville, Maine
| | - Rebekah Mannix
- Division of Emergency Medicine, Brain Injury Center, Boston Children's Hospital, Boston, Massachusetts
| | - Ross Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Paul D Berkner
- Health Services and the Department of Biology, Colby College, Waterville, Maine
| | - Brian L Brooks
- Neurosciences Program, Alberta Children's Hospital, Calgary, AB, Canada
- Departments of Pediatrics, Clinical Neurosciences, and Psychology, University of Calgary, Calgary, AB, Canada ; and
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
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12
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Jahed S, Daneshvari NO, Liang AL, Richey LN, Bryant BR, Krieg A, Bray MJC, Pradeep T, Luna LP, Trapp NT, Jones MB, Stevens DA, Roper C, Goldwaser EL, Berich-Anastasio E, Pletnikova A, Lobner K, Lee DJ, Lauterbach M, Sair HI, Peters ME. Neuroimaging Correlates of Syndromal Anxiety Following Traumatic Brain Injury: A Systematic Review of the Literature. J Acad Consult Liaison Psychiatry 2021; 63:119-132. [PMID: 34534701 DOI: 10.1016/j.jaclp.2021.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 09/02/2021] [Accepted: 09/05/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Traumatic brain injury (TBI) can precipitate new-onset psychiatric symptoms or worsen existing psychiatric conditions. To elucidate specific mechanisms for this interaction, neuroimaging is often used to study both psychiatric conditions and TBI. This systematic review aims to synthesize the existing literature of neuroimaging findings among patients with anxiety after TBI. METHODS We conducted a Preferred Reporting Items for Systematic Review and Meta-Analyses-compliant literature search via PubMed (MEDLINE), PsychINFO, EMBASE, and Scopus databases before May, 2019. We included studies that clearly defined TBI, measured syndromic anxiety as a primary outcome, and statistically analyzed the relationship between neuroimaging findings and anxiety symptoms. RESULTS A total of 5982 articles were retrieved from the systematic search, of which 65 studied anxiety and 13 met eligibility criteria. These studies were published between 2004 and 2017, collectively analyzing 764 participants comprised of 470 patients with TBI and 294 non-TBI controls. Imaging modalities used included magnetic resonance imaging, functional magnetic resonance imaging, diffusion tensor imaging, electroencephalogram, magnetic resonance spectrometry, and magnetoencephalography. Eight of 13 studies presented at least one significant finding and together reflect a complex set of changes that lead to anxiety in the setting of TBI. The left cingulate gyrus in particular was found to be significant in 2 studies using different imaging modalities. Two studies also revealed perturbances in functional connectivity within the default mode network. CONCLUSIONS This is the first systemic review of neuroimaging changes associated with anxiety after TBI, which implicated multiple brain structures and circuits, such as the default mode network. Future research with consistent, rigorous measurements of TBI and syndromic anxiety, as well as attention to control groups, previous TBIs, and time interval between TBI and neuroimaging, are warranted. By understanding neuroimaging correlates of psychiatric symptoms, this work could inform future post-TBI screening and surveillance, preventative efforts, and early interventions to improve neuropsychiatric outcomes.
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Affiliation(s)
- Sahar Jahed
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Nicholas O Daneshvari
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Angela L Liang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lisa N Richey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Barry R Bryant
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Akshay Krieg
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Michael J C Bray
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Tejus Pradeep
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Licia P Luna
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Nicholas T Trapp
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Melissa B Jones
- Menninger Department of Psychiatry and Behavioral Sciences, Michael E. DeBakey VA Medical Center & Baylor College of Medicine, Houston, TX
| | - Daniel A Stevens
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Eric L Goldwaser
- Sheppard Pratt, Baltimore, MD; University of Maryland School of Medicine, Baltimore, MD
| | | | - Alexandra Pletnikova
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Katie Lobner
- Welch Medical Library, Johns Hopkins University, Baltimore, MD
| | - Daniel J Lee
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease & Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Margo Lauterbach
- Sheppard Pratt, Baltimore, MD; University of Maryland School of Medicine, Baltimore, MD
| | - Haris I Sair
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Matthew E Peters
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD.
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13
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Kuusinen V, Peräkylä J, Sun L, Ogawa KH, Hartikainen KM. Emotional Modulation of Frontal Alpha Asymmetry - a Novel Biomarker of Mild Traumatic Brain Injury. Front Hum Neurosci 2021; 15:699947. [PMID: 34354578 PMCID: PMC8329358 DOI: 10.3389/fnhum.2021.699947] [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: 04/24/2021] [Accepted: 06/17/2021] [Indexed: 12/13/2022] Open
Abstract
Objective findings of brain injury or dysfunction are typically lacking in mild traumatic brain injury (MTBI) despite prolonged post-concussion symptoms in some patients. Thus, there is a need for objective biomarkers of MTBI that reflect altered brain physiology underlying subjective symptoms. We have previously reported increased attention to threat-related stimuli in subjects with MTBI, suggesting a physiological vulnerability to depression. Vulnerability to depression has been linked with relatively greater activity of the right than left frontal cortex reflected in inverse pattern in frontal alpha with greater power on the left than right. We investigated whether patients with previous MTBI show this pattern of frontal activity reflected in more negative frontal alpha asymmetry (FAA) scores. Furthermore, in search for potential biomarkers of MTBI, we created a novel index, emotional modulation of FAA (eFAA) and investigated whether it correlates with subjective symptoms. EEG was recorded while subjects with previous MTBI and controls performed a computer-based reaction time task integrating different cognitive executive functions and containing either threat-related or emotionally neutral visual stimuli. Post-concussion symptoms and depression were assessed using the Rivermead Post-Concussion Symptoms Questionnaire (RPQ) and Beck's depression inventory (BDI). Task-induced FAA was assessed and eFAA calculated by subtracting FAA in the context of neutral stimuli from FAA in the context of emotional stimuli. The MTBI group showed FAA scores reflecting relatively greater right-sided frontal activity compared to healthy controls. eFAA differentiated the symptomatic MTBI from non-symptomatic MTBI group and from healthy controls. eFAA also correlated with RPQ and BDI scores. In conclusion, FAA pattern previously linked with vulnerability to depression, was observed in patients with previous MTBI. Furthermore, eFAA has potential as a biomarker of altered affective brain functions in MTBI.
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Affiliation(s)
- Venla Kuusinen
- Behavioral Neurology Research Unit, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Jari Peräkylä
- Behavioral Neurology Research Unit, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Lihua Sun
- Behavioral Neurology Research Unit, Tampere University Hospital, Tampere, Finland
- Turku PET Centre, University of Turku, Turku, Finland
| | - Keith H. Ogawa
- Department of Psychology, Saint Mary’s College of California, Moraga, CA, United States
| | - Kaisa M. Hartikainen
- Behavioral Neurology Research Unit, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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14
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Practice Guideline: Use of Quantitative EEG for the Diagnosis of Mild Traumatic Brain Injury: Report of the Guideline Committee of the American Clinical Neurophysiology Society. J Clin Neurophysiol 2021; 38:287-292. [PMID: 34038930 DOI: 10.1097/wnp.0000000000000853] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
SUMMARY Despite many decades of research, controversy regarding the utility of quantitative EEG (qEEG) for the accurate diagnosis of mild traumatic brain injury (mTBI) remains. This guideline is meant to assist clinicians by providing an expert review of the clinical usefulness of qEEG techniques for the diagnosis of mTBI. This guideline addresses the following primary aim: For patients with or without posttraumatic symptoms (abnormal cognition or behavior), does qEEG either at the time of injury or remote from the injury, as compared with current clinical diagnostic criteria, accurately identify those patients with mTBI (i.e., concussion)? Secondary aims included differentiating between mTBI and other diagnoses, detecting mTBI in the presence of central nervous system medications, and pertinence of statistical methods for measurements of qEEG components. It was found that for patients with or without symptoms of abnormal cognition or behavior, current evidence does not support the clinical use of qEEG either at the time of the injury or remote from the injury to diagnose mTBI (level U). In addition, the evidence does not support the use of qEEG to differentiate mTBI from other diagnoses or detect mTBI in the presence of central nervous system medications, and suitable statistical methods do not exist when using qEEG to identify patients with mTBI. Based upon the current literature review, qEEG remains an investigational tool for mTBI diagnosis (class III evidence).
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15
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Psycho-affective health, cognition, and neurophysiological functioning following sports-related concussion in symptomatic and asymptomatic athletes, and control athletes. Sci Rep 2021; 11:13838. [PMID: 34226626 PMCID: PMC8257649 DOI: 10.1038/s41598-021-93218-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 05/31/2021] [Indexed: 11/08/2022] Open
Abstract
Little is known about the neuropsychiatric and neurophysiological differences that characterize abnormal recovery following a concussion. The present study aimed to investigate the psycho-affective, cognitive, and neurophysiological profiles of symptomatic, slow-to-recover, concussed athletes, asymptomatic concussed athletes, and control athletes. Seventy-eight athletes (26 symptomatic, 26 asymptomatic, 26 control) completed the Beck Depression Inventory-II, Profile of Mood States, and 2-Back task. Additionally, event-related brain potentials were recorded during an experimental three-stimulus visual Oddball paradigm. Compared to asymptomatic and control groups, the symptomatic group reported greater depression symptoms and negatively altered mood states. Symptomatic athletes also exhibited poorer cognitive performance on the 2-Back task, indicated by more errors and slower reaction time. ERP analyses indicated prolonged P3b latency for both symptomatic and asymptomatic groups, but symptomatic athletes also exhibited reduced P3b amplitude compared to both asymptomatic and control groups. For the asymptomatic group, correlations were observed between time since last concussion and functioning, but no relations were observed within the symptomatic group for any measure. The current findings provide valuable information regarding the psycho-affective, cognitive, and neurophysiological profiles of athletes with and without persistent symptoms following a concussion and highlight the need to assess and treat symptomatic, slow-to-recover athletes from a multidimensional and integrative perspective.
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16
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Jodra P, Lago-Rodríguez A, Sánchez-Oliver AJ, López-Samanes A, Pérez-López A, Veiga-Herreros P, San Juan AF, Domínguez R. Effects of caffeine supplementation on physical performance and mood dimensions in elite and trained-recreational athletes. J Int Soc Sports Nutr 2020; 17:2. [PMID: 31900166 PMCID: PMC6942320 DOI: 10.1186/s12970-019-0332-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 12/13/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Caffeine supplementation (CAFF) has an established ergogenic effect on physical performance and the psychological response to exercise. However, few studies have compared the response to CAFF intake among athletes of different competition level. This study compares the acute effects of CAFF on anaerobic performance, mood and perceived effort in elite and moderately-trained recreational athletes. METHODS Participants for this randomized, controlled, crossover study were 8 elite athletes (in the senior boxing national team) and 10 trained-recreational athletes. Under two experimental conditions, CAFF supplementation (6 mg/kg) or placebo (PLAC), the athletes completed a Wingate test. Subjective exertion during the test was recorded as the rating of perceived exertion (RPE) both at the general level (RPEgeneral) and at the levels muscular (RPEmuscular) and cardiorespiratory (RPEcardio). Before the Wingate test, participants completed the questionnaires Profiles of Moods States (POMS) and Subjective Vitality Scale (SVS). RESULTS In response to CAFF intake, improvements were noted in Wpeak (11.22 ± 0.65 vs 10.70 ± 0.84; p = 0.003; [Formula: see text] =0.44), Wavg (8.75 ± 0.55 vs 8.41 0.46; p = 0.001; [Formula: see text] =0.53) and time taken to reach Wpeak (7.56 ± 1.58 vs 9.11 ± 1.53; p < 0.001; [Formula: see text] =0.57) both in the elite and trained-recreational athletes. However, only the elite athletes showed significant increases in tension (+ 325%), vigor (+ 31%) and SVS (+ 28%) scores after the intake of CAFF compared to levels recorded under the condition PLAC (p < 0.05). Similarly, levels of vigor after consuming CAFF were significantly higher in the elite than the trained-recreational athletes (+ 5.8%). CONCLUSIONS CAFF supplementation improved anaerobic performance in both the elite and recreational athletes. However, the ergogenic effect of CAFF on several mood dimensions and subjective vitality was greater in the elite athletes.
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Affiliation(s)
- P. Jodra
- Faculty of Health Sciences, Universidad Alfonso X El Sabio, Madrid, Spain
- University of Alcalá, Madrid, Spain
| | | | - A. J. Sánchez-Oliver
- Department of Human Motricity and Sports Performance, Faculty of Education Sciences, Seville University, Seville, Spain
| | - A. López-Samanes
- School of Physiotherapy, Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - A. Pérez-López
- Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, Madrid, Spain
| | - P. Veiga-Herreros
- Faculty of Health Sciences, Universidad Alfonso X El Sabio, Madrid, Spain
| | - A. F. San Juan
- Sports Biomechanics Laboratory, Department of Health and Human Performance, Faculty of Physical Activity and Sport Sciences – INEF, Universidad Politécnica de Madrid, Madrid, Spain
| | - R. Domínguez
- Faculty of Health Sciences, Universidad Isabel I, Burgos, Spain
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17
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Rice SM, Gwyther K, Santesteban-Echarri O, Baron D, Gorczynski P, Gouttebarge V, Reardon CL, Hitchcock ME, Hainline B, Purcell R. Determinants of anxiety in elite athletes: a systematic review and meta-analysis. Br J Sports Med 2019; 53:722-730. [PMID: 31097452 PMCID: PMC6579501 DOI: 10.1136/bjsports-2019-100620] [Citation(s) in RCA: 107] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Objective To identify and quantify determinants of anxiety symptoms and disorders experienced by elite athletes. Design Systematic review and meta-analysis. Data sources Five online databases (PubMed, SportDiscus, PsycINFO, Scopus and Cochrane) were searched up to November 2018 to identify eligible citations. Eligibility criteria for selecting studies Articles were included if they were published in English, were quantitative studies and measured a symptom-level anxiety outcome in competing or retired athletes at the professional (including professional youth), Olympic or collegiate/university levels. Results and summary We screened 1163 articles; 61 studies were included in the systematic review and 27 of them were suitable for meta-analysis. Overall risk of bias for included studies was low. Athletes and non-athletes had no differences in anxiety profiles (d=−0.11, p=0.28). Pooled effect sizes, demonstrating moderate effects, were identified for (1) career dissatisfaction (d=0.45; higher anxiety in dissatisfied athletes), (2) gender (d=0.38; higher anxiety in female athletes), (3) age (d=−0.34; higher anxiety for younger athletes) and (4) musculoskeletal injury (d=0.31; higher anxiety for injured athletes). A small pooled effect was found for recent adverse life events (d=0.26)—higher anxiety in athletes who had experienced one or more recent adverse life events. Conclusion Determinants of anxiety in elite populations broadly reflect those experienced by the general population. Clinicians should be aware of these general and athlete-specific determinants of anxiety among elite athletes.
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Affiliation(s)
- Simon M Rice
- Research and Translation, Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia .,Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Kate Gwyther
- Research and Translation, Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia.,Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Olga Santesteban-Echarri
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - David Baron
- Center for Health and Sport, Western University of Health Sciences, Pomona, California, USA
| | - Paul Gorczynski
- Department of Sport and Exercise Science, University of Portsmouth, Portsmouth, UK
| | - Vincent Gouttebarge
- Department of Orthopaedic Surgery, Amsterdam Movement Sciences, Amsterdam UMC, University of Amsterdam, Meibergdreef, The Netherlands.,AMC/VUmc IOC Research Center of Excellence, Amsterdam Collaboration on Health and Safety in Sports (ACHSS), Amsterdam, The Netherlands
| | - Claudia L Reardon
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.,University Health Services, University of Wisconsin, Madison, Wisconsin, USA
| | - Mary E Hitchcock
- Ebling Library for the Health Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Brian Hainline
- National Collegiate Athletic Association (NCAA), Indianapolis, Indiana, USA
| | - Rosemary Purcell
- Research and Translation, Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia.,Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
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18
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Sensitivity of the Cogstate Test Battery for Detecting Prolonged Cognitive Alterations Stemming From Sport-Related Concussions. Clin J Sport Med 2019; 29:62-68. [PMID: 29023272 DOI: 10.1097/jsm.0000000000000492] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To determine if the Cogstate test battery contains the requisite sensitivity to detect prolonged cognitive alterations. METHODS One hundred twenty collegiate athletes (71 with a history of concussion; 49 controls) completed the Cogstate test battery, to which we added a 2-back condition. In addition to the Cogstate clinical (transformed variables), we analyzed the raw data. RESULTS The clinical variables failed to reveal any group differences. Further, although the raw data failed to reveal group differences for tasks measuring lower-level cognition, group differences were observed for accuracy on the 1- and 2-back tasks, which require multiple aspects of higher cognition. The overall classification accuracy was higher using the raw data than the clinical variables. The combined sensitivity of the 1- and 2-back task was moderate and specificity was high. CONCLUSIONS These results suggest that using the raw scores over clinical variables increases the sensitivity of the test battery. Moreover, these results add another piece of evidence suggesting that concussive injuries are associated with subtle long-term alterations in aspects of higher cognition. Importantly, these deficits would have gone unobserved if we had relied solely on automated clinical variables. The current results further our scientific understanding of concussion and may be used to advance clinical practices.
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19
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Papathanasiou ES, Cronin T, Seemungal B, Sandhu J. Electrophysiological testing in concussion: A guide to clinical applications. JOURNAL OF CONCUSSION 2018. [DOI: 10.1177/2059700218812634] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The diagnosis of mild traumatic brain injury in concussion is difficult since it is often unwitnessed, the patient’s recall is unreliable and initial clinical examination is often unrevealing, correlating poorly with the extent of brain injury. At present, there are no objective biomarkers of mild traumatic brain injury in concussion. Thus, a sensitive gold standard test is required to enable the effective and safe triage of patients who present to the acute services. As well as triage, objective monitoring of patients’ recovery over time and separate from clinical features that patients may develop following the injury (e.g. depression and migraine) is also needed. In contrast to neuroimaging, which is widely used to investigate traumatic brain injury patients, electrophysiology is readily available, is cheap and there are internationally recognized standardised methodologies. Herein, we review the existing literature on electrophysiological testing in concussion and mild traumatic brain injury; specifically, electroencephalogram, polysomnography, brainstem auditory evoked potentials, electro- and videonystagmography, vestibular evoked myogenic potentials, visually evoked potentials, somatosensory evoked potentials and transcranial magnetic stimulation.
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Affiliation(s)
- Eleftherios S Papathanasiou
- Clinical Neurophysiology Laboratory, Clinic B, The Cyprus Institute of Neurology & Genetics, Nicosia, Cyprus
| | - Thomas Cronin
- Institute of Neuroscience, Newcastle University, Newcastle, UK
| | - Barry Seemungal
- Division of Brain Sciences, St Mary’s and Charing Cross Hospitals, Imperial College London, London, UK
| | - Jaswinder Sandhu
- Sheffield Institute of Translational Neuroscience, University of Sheffield, Sheffield, UK
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20
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Moore RD, Ellemberg D. Long-term outcomes of sport-related brain injuries: A psychophysiological perspective. Int J Psychophysiol 2018; 132:1-2. [DOI: 10.1016/j.ijpsycho.2018.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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21
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Conley AC, Cooper PS, Karayanidis F, Gardner AJ, Levi CR, Stanwell P, Gaetz MB, Iverson GL. Resting State Electroencephalography and Sports-Related Concussion: A Systematic Review. J Neurotrauma 2018; 36:1-13. [PMID: 30014761 DOI: 10.1089/neu.2018.5761] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Sports-related concussion is associated with a range of short-term functional deficits that are commonly thought to recover within a two-week post-injury period for most, but certainly not all, persons. Resting state electroencephalography (rs-EEG) may prove to be an affordable, accessible, and sensitive method of assessing severity of brain injury and rate of recovery after a concussion. This article presents a systematic review of rs-EEG in sports-related concussion. A systematic review of articles published in the English language, up to June 2017, was retrieved via PsychINFO, Medline, Medline In Process, Embase, SportDiscus, CINAHL, and Cochrane Library, Reviews, and Trials. The following key words were used for database searches: electroencephalography, quantitative electroencephalography, qEEG, cranio-cerebral trauma, mild traumatic brain injury, mTBI, traumatic brain injury, brain concussion, concussion, brain damage, sport, athletic, and athlete. Observational, cohort, correlational, cross-sectional, and longitudinal studies were all included in the current review. Sixteen articles met inclusion criteria, which included data on 504 athletes and 367 controls. All 16 articles reported some abnormality in rs-EEG activity after a concussion; however, the cortical rhythms that were affected varied. Despite substantial methodological and analytical differences across the 16 studies, the current review suggests that rs-EEG may provide a reliable technique to identify persistent functional changes in athletes after a concussion. Because of the varied approaches, however, considerable work is needed to establish a systematic methodology to assess its efficacy as a marker of return-to-play.
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Affiliation(s)
- Alexander C Conley
- 1 Functional Neuroimaging Laboratory, School of Psychology, University of Newcastle , Callaghan, New South Wales, Australia
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 3 Hunter Medical Research Institute , New Lambton Heights, New South Wales, Australia
- 4 Center for Cognitive Medicine, Department of Psychiatry, Vanderbilt University Medical Center , Nashville, Tennessee
| | - Patrick S Cooper
- 1 Functional Neuroimaging Laboratory, School of Psychology, University of Newcastle , Callaghan, New South Wales, Australia
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 3 Hunter Medical Research Institute , New Lambton Heights, New South Wales, Australia
| | - Frini Karayanidis
- 1 Functional Neuroimaging Laboratory, School of Psychology, University of Newcastle , Callaghan, New South Wales, Australia
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 3 Hunter Medical Research Institute , New Lambton Heights, New South Wales, Australia
| | - Andrew J Gardner
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 5 School of Medicine and Public Health, University of Newcastle , Callaghan, New South Wales, Australia
- 6 Hunter New England Local Health District Sports Concussion Clinic, John Hunter Hospital , New Lambton Heights, New South Wales, Australia
| | - Chris R Levi
- 1 Functional Neuroimaging Laboratory, School of Psychology, University of Newcastle , Callaghan, New South Wales, Australia
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 3 Hunter Medical Research Institute , New Lambton Heights, New South Wales, Australia
- 5 School of Medicine and Public Health, University of Newcastle , Callaghan, New South Wales, Australia
- 6 Hunter New England Local Health District Sports Concussion Clinic, John Hunter Hospital , New Lambton Heights, New South Wales, Australia
| | - Peter Stanwell
- 2 Priority Research Centre for Stroke and Brain Injury, University of Newcastle , Callaghan, New South Wales, Australia
- 7 School of Health Sciences, University of Newcastle , Callaghan, New South Wales, Australia
| | - Michael B Gaetz
- 8 Faculty of Health Sciences, University of the Fraser Valley , Chilliwack, British Columbia, Canada
| | - Grant L Iverson
- 9 Department of Physical Medicine and Rehabilitation, Harvard Medical School , Boston, Massachusetts
- 10 Spaulding Rehabilitation Hospital , Boston, Massachusetts
- 11 MassGeneral Hospital for Children™ Sport Concussion Program , Boston, Massachusetts
- 12 Home Base, A Red Sox Foundation and Massachusetts General Hospital Program , Boston, Massachusetts
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22
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Kaiser AK, Gnjezda MT, Knasmüller S, Aichhorn W. Electroencephalogram alpha asymmetry in patients with depressive disorders: current perspectives. Neuropsychiatr Dis Treat 2018; 14:1493-1504. [PMID: 29928121 PMCID: PMC6001846 DOI: 10.2147/ndt.s137776] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Electroencephalogram (EEG) alpha asymmetry (AA) in depressive disorders has been of interest over the last few decades, but it continues to remain unclear whether EEG AA can discriminate between healthy and depressive individuals. MATERIALS AND METHODS A systematic literature search for papers addressing EEG AA using the keywords alpha asymmetry, depression, and EEG was performed in PubMed. All studies were checked for sample size, gender, handedness, reference, recording protocol, EEG band range, impedance, type of analysis, drugs, and comorbidity. RESULTS A total of 61 articles were found, of which 44 met our inclusion criteria. They have been consecutively analyzed in respect of methodology and results. Approximately 25% (11/44) of the studies did not mention or ignored handedness, 41% (18/44) of the studies used data with only self-reported handedness, and only 34.1% (15/44) of all studies tested handedness. Only 35% (15/44) of the studies reported pharmacological treatment, and only 35% (15/44) of the studies controlled for medication. A total of 52% (23/44) of the studies reported comorbidity, and only 30% (13/44) of the studies controlled for comorbidity. Only 29.6% (13/44) of the studies reported education. In all, 30.5% (13/44) of the studies analyzed group differences and correlations, while 15.9 (7/44) of the studies used only correlational analyses. A total of 52.3% (23/44) of the studies analyzed only group differences. Alpha range was fixed (8-13 Hz) in 59.1% (26/44) of all studies. Reference to common average was used in seven of 44 studies (15.9%). In all, nine of 44 (20.5%) studies used the midline central position as reference, 22 of 44 (50%) studies used the ear or the mastoid as reference, and four of 44 (9.1%) studies used the nose as reference. CONCLUSION Discriminative power of EEG AA for depressed and healthy controls remains unclear. A systematic analysis of 44 studies revealed that differences in methodology and disregarding proper sampling are problematic. Ignoring handedness, gender, age, medication, and comorbidity could explain inconsistent findings. Hence, we formulated a guideline for requirements for future studies on EEG AA in order to allow for better comparisons.
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Affiliation(s)
- Andreas Kurt Kaiser
- Department of Clinical Psychology, Salzburger Landeskliniken Betriebs-GesmbH, Christian-Doppler-Klinik, Paracelsus Medical University, Salzburg, Austria
| | - Maria-Theresa Gnjezda
- Department of Clinical Psychology, Salzburger Landeskliniken Betriebs-GesmbH, Christian-Doppler-Klinik, Paracelsus Medical University, Salzburg, Austria
| | - Stephanie Knasmüller
- Department of Clinical Psychology, Salzburger Landeskliniken Betriebs-GesmbH, Christian-Doppler-Klinik, Paracelsus Medical University, Salzburg, Austria
| | - Wolfgang Aichhorn
- Department of Psychiatry, Salzburger Landeskliniken Betriebs-GesmbH, Christian-Doppler-Klinik, Paracelsus Medical University, Salzburg, Austria
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Munia TTK, Haider A, Fazel-Rezai R. Evidence of brain functional deficits following sport-related mild traumatic brain injury. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2017:3212-3215. [PMID: 29060581 DOI: 10.1109/embc.2017.8037540] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Sport related mild traumatic brain injury (mTBI), generally known as a concussion, is a worldwide critical public health concern nowadays. Despite growing concern emphasized by scientific research and recent media presentation regarding mTBI and its effect in athletics life, the management, and prevention of mTBI are still not properly done. The evaluation mainly hampered due to the lack of proper knowledge, subjective nature of assessment tools including the fact that the brain functional deficits after mTBI can be mild or hidden. As a result, development of an effective tool for proper management of these mild incidents is a subject of active research. In this paper, to examine the neural substrates following mTBI, an analysis based on electroencephalogram (EEG) from twenty control and twenty concussed athletes is presented. Preliminary results suggest that the concussed athletes have a significant increase in delta, theta and alpha power but a decrease in beta power. We also calculated the power for individual frequencies from 1 Hz to 40 Hz in order to find out the specific frequencies with the highest deficits. The significant deficiencies were found at 1-2 Hz of delta band, 6-7 Hz of theta band, 8-10 Hz of the alpha band, and 16-18 Hz and 24-29 Hz of the beta band. Though there was no significant difference as observed in gamma band, we found the deficit was significant at 34-36 Hz range within the gamma band. The observed deficits at various frequencies demonstrate that even if there is no significant difference in the traditional frequency bands, there may be hidden deficits at some specific frequencies within a frequency band. These preliminary results suggest that the EEG analysis at each unity frequency may be more promising means of identifying the neuronal damage than the traditional frequency band based analysis. Eventually, the proposed analysis can provide an improved approximation to monitor the pathophysiological recovery after a concussion.
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Turner S, Langdon J, Shaver G, Graham V, Naugle K, Buckley T. Comparison of Psychological Response between Concussion and Musculoskeletal Injury in Collegiate Athletes. ACTA ACUST UNITED AC 2017; 6:277-288. [PMID: 29250458 DOI: 10.1037/spy0000099] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The psychological response to musculoskeletal injuries has been well documented, however, research on the psychological response to concussion is limited. The Profile of Mood States (POMS) and the State-Trait Anxiety Inventory (STAI) have recently been used to assess the psychological recovery of concussions. Although some studies indicate that psychological response is different for musculoskeletal injuries and concussion, there is currently not enough information to indicate this difference occurs at specific clinical milestones. The purpose of this study was to compare the psychological responses of student-athletes who have been diagnosed with a concussion to those of athletes diagnosed with musculoskeletal injuries with similar recovery duration. Fifteen collegiate athletes who sustained a musculoskeletal injury were recruited and matched with 15 previously collected concussion participants. The main outcome measures were the scores of POMS constructs: tension-anxiety, anger-hostility, fatigue-inertia, depression-dejection, vigor-activity, confusion-bewilderment, and total mood disturbance and STAI (state anxiety only). Two-way MANOVAs was run to determine the effects of group and time on POMS and STAI constructs. There were no significant interactions identified, but follow-up ANOVAs identified a main effect for time for most POMS subscales, with POMS scores improving over time in both groups. Analyses also revealed that tension-anxiety, vigor-activity and the STAI were not affected by time or group. The findings of this study, that both groups' psychological response to injury improves over time and at similar clinical milestones suggests reduction in sports and team related activities may play a substantial role in the psychological response to either concussion or musculoskeletal injury.
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Affiliation(s)
| | | | | | | | - Kelly Naugle
- Indiana University Purdue University-Indianapolis
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25
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Broglio SP, Williams R, Lapointe A, Rettmann A, Moore B, Meehan SK, Eckner JT. Brain Network Activation Technology Does Not Assist with Concussion Diagnosis and Return to Play in Football Athletes. Front Neurol 2017. [PMID: 28634467 PMCID: PMC5460056 DOI: 10.3389/fneur.2017.00252] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background Concussion diagnosis and management remains a largely subjective process. This investigation sought to evaluate the utility of a novel neuroelectric measure for concussion diagnosis and return to play decision-making. Hypothesis Brain Network Activation (BNA) scores obtained within 72-h of injury will be lower than the athlete’s preseason evaluation and that of a matched control athlete; and the BNA will demonstrate ongoing declines at the return to play and post-season time points, while standard measures will have returned to pre-injury and control athlete levels. Design Case–control study. Methods Football athletes with a diagnosed concussion (n = 8) and matched control football athletes (n = 8) completed a preseason evaluation of cognitive (i.e., Cogstate Computerized Cognitive Assessment Tool) and neuroelectric function (i.e., BNA), clinical reaction time, SCAT3 self-reported symptoms, and quality of life (i.e., Health Behavior Inventory and Satisfaction with Life Scale). Following a diagnosed concussion, injured and control athletes completed post-injury evaluations within 72-h, once asymptomatic, and at the conclusion of the football season. Results Case analysis of the neuroelectric assessment failed to provide improved diagnostics beyond traditional clinical measures. Statistical analyses indicated significant BNA improvements in the concussed and control groups from baseline to the asymptomatic timepoint. Conclusion With additional attention being placed on rapid and accurate concussion diagnostics and return to play decision-making, the addition of a novel neuroelectric assessment does not appear to provide additional clinical benefit at this time. Clinicians should continue to follow the recommendations for the clinical management of concussion with the assessment of the symptom, cognitive, and motor control domains.
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Affiliation(s)
- Steven P Broglio
- NeuroTrauma Research Laboratory, University of Michigan Injury Center, University of Michigan, Ann Arbor, MI, United States
| | - Richelle Williams
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor, MI, United States
| | - Andrew Lapointe
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor, MI, United States
| | - Ashley Rettmann
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor, MI, United States
| | - Brandon Moore
- Michigan NeuroSport, University of Michigan, Ann Arbor, MI, United States
| | - Sean K Meehan
- Human Sensorimotor Laboratory, University of Michigan, Ann Arbor, MI, United States
| | - James T Eckner
- Department of Physical Medicine and Rehabilitation, Michigan NeuroSport, University of Michigan, Ann Arbor, MI, United States
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