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1.
Sci Rep ; 14(1): 12686, 2024 06 03.
Article in English | MEDLINE | ID: mdl-38830966

ABSTRACT

Accurate, and objective diagnosis of brain injury remains challenging. This study evaluated useability and reliability of computerized eye-tracker assessments (CEAs) designed to assess oculomotor function, visual attention/processing, and selective attention in recent mild traumatic brain injury (mTBI), persistent post-concussion syndrome (PPCS), and controls. Tests included egocentric localisation, fixation-stability, smooth-pursuit, saccades, Stroop, and the vestibulo-ocular reflex (VOR). Thirty-five healthy adults performed the CEA battery twice to assess useability and test-retest reliability. In separate experiments, CEA data from 55 healthy, 20 mTBI, and 40 PPCS adults were used to train a machine learning model to categorize participants into control, mTBI, or PPCS classes. Intraclass correlation coefficients demonstrated moderate (ICC > .50) to excellent (ICC > .98) reliability (p < .05) and satisfactory CEA compliance. Machine learning modelling categorizing participants into groups of control, mTBI, and PPCS performed reasonably (balanced accuracy control: 0.83, mTBI: 0.66, and PPCS: 0.76, AUC-ROC: 0.82). Key outcomes were the VOR (gaze stability), fixation (vertical error), and pursuit (total error, vertical gain, and number of saccades). The CEA battery was reliable and able to differentiate healthy, mTBI, and PPCS patients reasonably well. While promising, the diagnostic model accuracy should be improved with a larger training dataset before use in clinical environments.


Subject(s)
Brain Concussion , Eye-Tracking Technology , Machine Learning , Humans , Adult , Male , Female , Brain Concussion/physiopathology , Brain Concussion/diagnosis , Middle Aged , Young Adult , Eye Movements/physiology , Reproducibility of Results , Reflex, Vestibulo-Ocular , Post-Concussion Syndrome/diagnosis , Post-Concussion Syndrome/physiopathology , Saccades/physiology , Attention/physiology
2.
Neurology ; 102(12): e209417, 2024 Jun 25.
Article in English | MEDLINE | ID: mdl-38833650

ABSTRACT

BACKGROUND AND OBJECTIVES: Traumatic brain injury (TBI) is a concern for US service members and veterans (SMV), leading to heterogeneous psychological and cognitive outcomes. We sought to identify neuropsychological profiles of mild TBI (mTBI) and posttraumatic stress disorder (PTSD) among the largest SMV sample to date. METHODS: We analyzed cross-sectional baseline data from SMV with prior combat deployments enrolled in the ongoing Long-term Impact of Military-relevant Brain Injury Consortium-Chronic Effects of Neurotrauma Consortium prospective longitudinal study. Latent profile analysis identified symptom profiles using 35 indicators, including physical symptoms, depression, quality of life, sleep quality, postconcussive symptoms, and cognitive performance. It is important to note that the profiles were determined independently of mTBI and probable PTSD status. After profile identification, we examined associations between demographic variables, mTBI characteristics, and PTSD symptoms with symptom profile membership. RESULTS: The analytic sample included 1,659 SMV (mean age 41.1 ± 10.0 years; 87% male); among them 29% (n = 480) had a history of non-deployment-related mTBI only, 14% (n = 239) had deployment-related mTBI only, 36% (n = 602) had both non-deployment and deployment-related mTBI, and 30% (n = 497) met criteria for probable PTSD. A 6-profile model had the best fit, with separation on all indicators (p < 0.001). The model revealed distinct neuropsychological profiles, representing a combination of 3 self-reported functioning patterns: high (HS), moderate (MS), and low (LS), and 2 cognitive performance patterns: high (HC) and low (LC). The profiles were (1) HS/HC: n=301, 18.1%; (2) HS/LC: n=294, 17.7%; (3) MS/HC: n=359, 21.6%; (4) MS/LC: n=316, 19.0%; (5) LS/HC: n=228, 13.7%; and (6) LS/LC: n=161, 9.7%. SMV with deployment-related mTBI tended to be grouped into lower functioning profiles and were more likely to meet criteria for probable PTSD. Conversely, SMV with no mTBI exposure or non-deployment-related mTBI were clustered in higher functioning profiles and had a lower likelihood of meeting criteria for probable PTSD. DISCUSSION: Findings suggest varied symptom and functional profiles in SMV, influenced by injury context and probable PTSD comorbidity. Despite diagnostic challenges, comprehensive assessment of functioning and cognition can detect subtle differences related to mTBI and PTSD, revealing distinct neuropsychological profiles. Prioritizing early treatment based on these profiles may improve prognostication and support efficient recovery.


Subject(s)
Brain Concussion , Military Personnel , Neuropsychological Tests , Stress Disorders, Post-Traumatic , Humans , Male , Adult , Female , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/psychology , Stress Disorders, Post-Traumatic/etiology , Brain Concussion/psychology , Brain Concussion/complications , Brain Concussion/epidemiology , Cross-Sectional Studies , Middle Aged , Military Personnel/psychology , Longitudinal Studies , Veterans/psychology , Prospective Studies , Military Deployment/psychology , Post-Concussion Syndrome/psychology , Post-Concussion Syndrome/epidemiology , Quality of Life
3.
J Allied Health ; 53(2): 155-160, 2024.
Article in English | MEDLINE | ID: mdl-38834343

ABSTRACT

PURPOSE: The highest rates mTBI occurrence are seen among geriatric populations (ages ≥65), and these patients often have persistent and untreated symptoms. This study's purpose was to explore mild traumatic brain injury initial onset (mTBI-IN) and mild traumatic brain injury subsequent (mTBI-S) emergency department (ED) visit population percentages and associations with geriatric (population ages ≥65), sex, and fall mechanism of injury. METHODS: The design was a population-based cross-sectional study using data from the 2018 Nationwide Emergency Department Sample (NEDS). Study sample size was 261,349. An independent t-test was used to investigate mean age differences between mTBI-IN and mTBI-S. Pearson's chi-squared correlational analyses were used to investigate associations of age, sex, and fall injury with mTBI-IN and mTBI-S. RESULTS: The mean age of those in 2018 with ED visits suggested that age was older for those patients with mTBI-S (age mean, 50.4 yrs) than those with mTBI-IN (age mean, 41.4 yrs) (95% CI 9.77, 8.30; p=0.025). The number of visits for those aged ≥65 was significantly associated with mTBI-S (p<0.001). More males than females reported mTBI-S ED visits in all ages (p=0.022). Falls injury alone was not found to be significantly associated with visits (p<0.001). CONCLUSIONS: Those returning to the ED for continued care after mTBI were associated with those aged ≥65. Monitoring after mTBI ED visits may need to target geriatric populations for medical management.


Subject(s)
Accidental Falls , Brain Concussion , Emergency Service, Hospital , Humans , Emergency Service, Hospital/statistics & numerical data , Male , Female , Accidental Falls/statistics & numerical data , Aged , Cross-Sectional Studies , Middle Aged , Brain Concussion/epidemiology , Adult , Sex Factors , Age Factors , Aged, 80 and over , Young Adult , Adolescent , Emergency Room Visits
4.
J Integr Neurosci ; 23(5): 102, 2024 May 16.
Article in English | MEDLINE | ID: mdl-38812391

ABSTRACT

BACKGROUND: Repetitive mild traumatic brain injury (rmTBI) often occurs in individuals engaged in contact sports, particularly boxing. This study aimed to elucidate the effects of rmTBI on phase-locking value (PLV)-based graph theory and functional network architecture in individuals with boxing-related injuries in five frequency bands by employing resting-state electroencephalography (EEG). METHODS: Twenty-fore professional boxers and 25 matched healthy controls were recruited to perform a resting-state task, and their noninvasive scalp EEG data were collected simultaneously. Based on the construction of PLV matrices for boxers and controls, phase synchronization and graph-theoretic characteristics were identified in each frequency band. The significance of the calculated functional brain networks between the two populations was analyzed using a network-based statistical (NBS) approach. RESULTS: Compared to controls, boxers exhibited an increasing trend in PLV synchronization and notable differences in the distribution of functional centers, especially in the gamma frequency band. Additionally, attenuated nodal network parameters and decreased small-world measures were observed in the theta, beta, and gamma bands, suggesting that the functional network efficiency and small-world characteristics were significantly weakened in boxers. NBS analysis revealed that boxers exhibited a significant increase in network connectivity strength compared to controls in the theta, beta, and gamma frequency bands. The functional connectivity of the significance subnetworks exhibited an asymmetric distribution between the bilateral hemispheres, indicating that the optimized organization of information integration and segregation for the resting-state networks was imbalanced and disarranged for boxers. CONCLUSIONS: This is the first study to investigate the underlying deficits in PLV-based graph-theoretic characteristics and NBS-based functional networks in patients with rmTBI from the perspective of whole-brain resting-state EEG. Joint analyses of distinctive graph-theoretic representations and asymmetrically hyperconnected subnetworks in specific frequency bands may serve as an effective method to assess the underlying deficiencies in resting-state network processing in patients with sports-related rmTBI.


Subject(s)
Boxing , Brain Concussion , Electroencephalography , Nerve Net , Humans , Male , Adult , Young Adult , Nerve Net/physiopathology , Nerve Net/diagnostic imaging , Brain Concussion/physiopathology , Boxing/physiology , Brain Waves/physiology , Female , Brain/physiopathology
5.
J Trauma Acute Care Surg ; 96(6): 865-869, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38696496

ABSTRACT

ABSTRACT: Concussion is a common injury in children and adolescents and is a form of mild traumatic brain injury that surgeons will see in their acute care practice. With a rapidly changing evidence base for diagnosis and management, we will focus on the importance of timely identification and diagnosis, as well as the early initiation of active management of pediatric concussion immediately after injury through recovery. This approach involves the application of targeted therapies for specific deficits identified after concussion, addressing the individual pattern of symptoms experienced by patients following concussion. We will review what is known about the underlying pathophysiology that drives the clinical manifestations of concussion, the targeted clinical assessments that can both aid in the diagnosis of concussion, as well as drive the active rehabilitation of deficits seen after concussion. The standardized approach to the return to activities will also be described, including return to learning and sports.


Subject(s)
Brain Concussion , Humans , Brain Concussion/therapy , Brain Concussion/diagnosis , Child , Adolescent , Recovery of Function
6.
J Vis Exp ; (206)2024 Apr 19.
Article in English | MEDLINE | ID: mdl-38709029

ABSTRACT

Mild traumatic brain injury is a clinically highly heterogeneous neurological disorder. Highly reproducible traumatic brain injury (TBI) animal models with well-defined pathologies are urgently needed for studying the mechanisms of neuropathology after mild TBI and testing therapeutics. Replicating the entire sequelae of TBI in animal models has proven to be a challenge. Therefore, the availability of multiple animal models of TBI is necessary to account for the diverse aspects and severities seen in TBI patients. CHI is one of the most common methods for fabricating rodent models of rmTBI. However, this method is susceptible to many factors, including the impact method used, the thickness and shape of the skull bone, animal apnea, and the type of head support and immobilization utilized. The aim of this protocol is to demonstrate a combination of the thinned-skull window and fluid percussion injury (FPI) methods to produce a precise mouse model of CHI-associated rmTBI. The primary objective of this protocol is to minimize factors that could impact the accuracy and consistency of CHI and FPI modeling, including skull bone thickness, shape, and head support. By utilizing a thinned-skull window method, potential inflammation due to craniotomy and FPI is minimized, resulting in an improved mouse model that replicates the clinical features observed in patients with mild TBI. Results from behavior and histological analysis using hematoxylin and eosin (HE) staining suggest that rmTBI can lead to a cumulative injury that produces changes in both behavior and gross morphology of the brain. Overall, the modified CHI-associated rmTBI presents a useful tool for researchers to explore the underlying mechanisms that contribute to focal and diffuse pathophysiological changes in rmTBI.


Subject(s)
Brain Concussion , Disease Models, Animal , Skull , Animals , Mice , Brain Concussion/pathology , Skull/pathology , Skull/injuries , Skull/surgery , Male , Percussion/methods , Brain Injuries, Traumatic/pathology
7.
Prim Care ; 51(2): 269-282, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38692774

ABSTRACT

Concussion is a mild traumatic brain injury causing temporary neurologic dysfunction. Symptoms following concussion are variable and generally are expected to resolve within about 1 month, but some patients experience persistent and prolonged symptoms. An early return to safe, symptom-limited activity is now favored, using targeted rehabilitation and treatments. Accommodations may be needed to facilitate return-to-school and work following concussion. Athletes should not be cleared for a full return to sport until they have recovered from a concussion and completed a return-to-play progression, in addition to returning to work/school fully.


Subject(s)
Athletic Injuries , Brain Concussion , Return to Sport , Humans , Brain Concussion/therapy , Brain Concussion/diagnosis , Athletic Injuries/therapy , Athletic Injuries/diagnosis , Recovery of Function , Primary Health Care , Return to Work
8.
J Head Trauma Rehabil ; 39(3): E141-E152, 2024.
Article in English | MEDLINE | ID: mdl-38709833

ABSTRACT

OBJECTIVE: The Common Sense Model (CSM) describes cognitive, emotional, and psychosocial factors that influence how health threats are processed and subsequently inform health-related decisions or actions. The purpose of this study was to examine psychosocial factors influencing coherence, or usefulness, of mild traumatic brain injury (mTBI) representations and their relationship to health-related decisions and actions. SETTING: Public university. PARTICIPANTS: There were 458 graduate and undergraduate college students who participated in a web-based survey (mean age = 22 years; SD = 3.6). DESIGN: A mixed-methods design randomized participants into 2 groups to examine perceptions of mTBI across differing injury mechanisms, or causes, by comparing actions recommended to a friend (Other; n = 214) with those generated for self (Self; n = 244). MAIN MEASURES: Seven common injury mechanisms representative of university student mTBI experiences were presented as vignettes (cause). Each vignette included open- and closed-ended questions framed from CSM constructs (identity, consequences, action plans, timeline, and social context). Data were analyzed using a series of chi-square tests and multiple analysis of variance. Post hoc analysis identified differences in the injury vignettes. RESULTS: Students were more likely to identify the injury as mTBI ( = 8.62, P = .035) and recommend immediate healthcare (F1,415 = 316.89, P < .001) for all causes if the injury occurred to a friend as compared with themselves. Action plans also varied by cause, with post hoc analysis revealing a higher likelihood of healthcare seeking for motor vehicle crashes and assault and a lower likelihood for falls while intoxicated. Students were generally more likely to talk to closest confidants than doctors (F8,398 = 33.66, P < .001). CONCLUSION: Cause appears to be a key construct in generating illness representations and associated action plans for seeking care, with lower perceived severity causes (eg, falls) resulting in little to no health-seeking action. In addition, social support appears to be important for college students when making decisions about their health.


Subject(s)
Brain Concussion , Students , Humans , Male , Female , Students/psychology , Young Adult , Universities , Brain Concussion/psychology , Adult , Self-Control , Models, Psychological , Surveys and Questionnaires , Adolescent
9.
J Head Trauma Rehabil ; 39(3): E105-E112, 2024.
Article in English | MEDLINE | ID: mdl-38709831

ABSTRACT

OBJECTIVE: This study investigates the association of nightmares beyond general sleep disturbance on neurobehavioral symptoms in adults with mild traumatic brain injury (mTBI). DESIGN: Secondary analysis of a concussion cohort study. PARTICIPANTS: One hundred and eleven adults older than 20 years with mTBI were recruited from a specialized concussion treatment center. MAIN MEASURES: Behavioral Assessment Screening Tool, Pittsburgh Sleep Quality Index, and self-report of nightmare frequency in the past 2 weeks. RESULTS: Among adults with mTBI, nightmares accounted for the greatest amount of variability in negative affect (ß = .362, P < .001), anxiety (ß = .332, P < .001), and impulsivity (ß = .270, P < .001) after adjusting for age and sex. Overall sleep disturbance had the strongest association with depression (ß = .493, P < .001), fatigue (ß = .449, P < .001), self-reported executive dysfunction (ß = .376, P < .001), and overall burden from concussive symptoms (ß = .477, P < .001). CONCLUSIONS: Nightmares and sleep disturbance are differentially associated with variance in neurobehavioral symptoms. Nightmares were independently associated with neurobehavioral symptoms representing an excess of normal functioning (eg, anxiety, impulsivity), while general sleep disturbance was associated with neurobehavioral symptoms representing functioning below normal levels (eg, depression, fatigue, self-reported executive dysfunction). Clinical and research implications are discussed.


Subject(s)
Brain Concussion , Dreams , Sleep Wake Disorders , Humans , Male , Female , Adult , Sleep Wake Disorders/etiology , Middle Aged , Brain Concussion/complications , Cohort Studies , Self Report , Post-Concussion Syndrome/diagnosis , Anxiety , Young Adult , Depression/etiology
10.
Acta Neuropathol ; 147(1): 79, 2024 May 05.
Article in English | MEDLINE | ID: mdl-38705966

ABSTRACT

Although human females appear be at a higher risk of concussion and suffer worse outcomes than males, underlying mechanisms remain unclear. With increasing recognition that damage to white matter axons is a key pathologic substrate of concussion, we used a clinically relevant swine model of concussion to explore potential sex differences in the extent of axonal pathologies. At 24 h post-injury, female swine displayed a greater number of swollen axonal profiles and more widespread loss of axonal sodium channels than males. Axon degeneration for both sexes appeared to be related to individual axon architecture, reflected by a selective loss of small caliber axons after concussion. However, female brains had a higher percentage of small caliber axons, leading to more extensive axon loss after injury compared to males. Accordingly, sexual dimorphism in axonal size is associated with more extensive axonal pathology in females after concussion, which may contribute to worse outcomes.


Subject(s)
Axons , Brain Concussion , Disease Models, Animal , Sex Characteristics , Animals , Female , Axons/pathology , Brain Concussion/pathology , Male , Swine , Brain/pathology
11.
Brain Impair ; 252024 May.
Article in English | MEDLINE | ID: mdl-38801748

ABSTRACT

Background Sports concussion (SC) management guidelines have recently been updated. A key focus is the emphasis on rest (immediately postinjury) followed by gradual resumption of activity (active recovery). This study aimed to explore community views on SC management and compared these with the guidelines. Methods A total of 157 volunteers completed an online SC survey, including listing three pieces of advice for a concussed person immediately postinjury, and after 2weeks (subacute). Quantitative data were statistically compared, and qualitative data underwent content analysis. Results Almost all participants offered different immediate versus subacute advice; however, rest featured highly at both timepoints. Commonly expressed themes, consistent with guidelines were immediate rest; safety and reinjury prevention; and symptom monitoring. Two themes were identified in the community advice with limited emphasis in the guidelines: general health advice and psychological and social support. Expert clinical assessment was not always identified in community advice. Conclusion Community members hold some views that align with expert advice for SC, particularly the importance of immediate postinjury rest. However, there is scope to grow public awareness of some recommended practices, including expert clinical assessment following injury and when to engage in active recovery.


Subject(s)
Athletic Injuries , Brain Concussion , Humans , Brain Concussion/psychology , Brain Concussion/prevention & control , Male , Female , Adult , Athletic Injuries/prevention & control , Athletic Injuries/psychology , Young Adult , Adolescent , Middle Aged , Practice Guidelines as Topic , Surveys and Questionnaires , Recovery of Function , Public Opinion , Return to Sport
13.
J Affect Disord ; 358: 408-415, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38705525

ABSTRACT

BACKGROUND: The purpose of this cross-sectional study was to examine the influence of subthreshold posttraumatic stress disorder (PTSD) and full PTSD on quality of life following mild traumatic brain injury (mTBI). METHODS: Participants were 734 service members and veterans (SMV) classified into two injury groups: uncomplicated mild TBI (MTBI; n = 596) and injured controls (IC, n = 139). Participants completed a battery of neurobehavioral measures, 12-or-more months post-injury, that included the PTSD Checklist Civilian version, Neurobehavioral Symptom Inventory, and select scales from the TBI-QOL and MPAI. The MTBI group was divided into three PTSD subgroups: No-PTSD (n = 266), Subthreshold PTSD (n = 139), and Full-PTSD (n = 190). RESULTS: There was a linear relationship between PTSD severity and neurobehavioral functioning/quality of life in the MTBI sample. As PTSD severity increased, significantly worse scores were found on 11 of the 12 measures (i.e. , MTBI: Full-PTSD > Sub-PTSD > No-PTSD). When considering the number of clinically elevated scores, a linear relationship between PTSD severity and neurobehavioral functioning/quality of life was again observed in the MTBI sample (e.g., 3-or-more elevated scores: Full-PTSD = 92.1 %, Sub-PTSD = 61.9 %, No-PTSD = 19.9 %). LIMITATIONS: Limitations included the use of a self-report measure to determine diagnostic status that may under/overcount or mischaracterize individuals. CONCLUSION: PTSD symptoms, whether at the level of diagnosable PTSD, or falling short of that because of the intensity or characterization of symptoms, have a significant negative impact on one's quality of life following MTBI. Clinicians' treatment targets should focus on the symptoms that are most troubling for an individual and the individual's perception of quality of life, regardless of the diagnosis itself.


Subject(s)
Military Personnel , Quality of Life , Stress Disorders, Post-Traumatic , Veterans , Humans , Stress Disorders, Post-Traumatic/diagnosis , Stress Disorders, Post-Traumatic/psychology , Veterans/psychology , Veterans/statistics & numerical data , Male , Quality of Life/psychology , Adult , Female , Cross-Sectional Studies , Military Personnel/psychology , Military Personnel/statistics & numerical data , United States , Middle Aged , Severity of Illness Index , Brain Concussion/psychology , Brain Concussion/diagnosis , Brain Injuries, Traumatic/psychology , Neuropsychological Tests/statistics & numerical data , Clinical Relevance
14.
Am J Sports Med ; 52(7): 1845-1854, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38742422

ABSTRACT

BACKGROUND: Neck pain in a concussion population is an emerging area of study that has been shown to have a negative influence on recovery. This effect has not yet been studied in collegiate athletes. HYPOTHESIS: New or worsened neck pain is common after a concussion (>30%), negatively influences recovery, and is associated with patient sex and level of contact in sport. STUDY DESIGN: Cohort study; Level of evidence, 2. METHODS: Varsity-level athletes from 29 National Collegiate Athletic Association member institutions as well as nonvarsity sport athletes at military service academies were eligible for enrollment. Participants completed a preseason baseline assessment and follow-up assessments at 6 and 24 to 48 hours after a concussion, when they were symptom-free, and when they returned to unrestricted play. Data collection occurred between January 2014 and September 2018. RESULTS: A total of 2163 injuries were studied. New or worsened neck pain was reported with 47.0% of injuries. New or worsened neck pain was associated with patient sex (higher in female athletes), an altered mental status after the injury, the mechanism of injury, and what the athlete collided with. The presence of new/worsened neck pain was associated with delayed recovery. Those with new or worsened neck pain had 11.1 days of symptoms versus 8.8 days in those without (P < .001). They were also less likely to have a resolution of self-reported symptoms in ≤7 days (P < .001). However, the mean duration of the return-to-play protocol was not significantly different for those with new or worsened neck pain (7.5 ± 7.7 days) than those without (7.4 ± 8.3 days) (P = .592). CONCLUSION: This novel study shows that neck pain was common in collegiate athletes sustaining a concussion, was influenced by many factors, and negatively affected recovery.


Subject(s)
Athletic Injuries , Brain Concussion , Neck Pain , Humans , Male , Female , Neck Pain/etiology , Neck Pain/epidemiology , Brain Concussion/complications , Brain Concussion/epidemiology , Athletic Injuries/epidemiology , Young Adult , Prevalence , Athletes/statistics & numerical data , Universities , Adolescent , Return to Sport , Cohort Studies , Sex Factors
15.
Ugeskr Laeger ; 186(17)2024 Apr 22.
Article in Danish | MEDLINE | ID: mdl-38704707

ABSTRACT

Mild traumatic brain injury, such as concussion, was once considered self-resolving. However, over the past decade, increased understanding of the short- and long-term impact has led to new guidelines for active management. In this review, we summarise recent findings, covering diagnostic criteria, and management for early and persistent symptoms. Many of the postconcussive symptoms can be treated and an individualised approach from a biopsychosocial perspective is recommended. Overall, the new knowledge will significantly impact patient care and future research.


Subject(s)
Brain Concussion , Post-Concussion Syndrome , Humans , Brain Concussion/diagnosis , Brain Concussion/therapy , Post-Concussion Syndrome/diagnosis , Post-Concussion Syndrome/therapy , Athletic Injuries/diagnosis , Athletic Injuries/therapy
16.
Hum Brain Mapp ; 45(7): e26699, 2024 May.
Article in English | MEDLINE | ID: mdl-38726907

ABSTRACT

With the steadily increasing abundance of longitudinal neuroimaging studies with large sample sizes and multiple repeated measures, questions arise regarding the appropriate modeling of variance and covariance. The current study examined the influence of standard classes of variance-covariance structures in linear mixed effects (LME) modeling of fMRI data from patients with pediatric mild traumatic brain injury (pmTBI; N = 181) and healthy controls (N = 162). During two visits, participants performed a cognitive control fMRI paradigm that compared congruent and incongruent stimuli. The hemodynamic response function was parsed into peak and late peak phases. Data were analyzed with a 4-way (GROUP×VISIT×CONGRUENCY×PHASE) LME using AFNI's 3dLME and compound symmetry (CS), autoregressive process of order 1 (AR1), and unstructured (UN) variance-covariance matrices. Voxel-wise results dramatically varied both within the cognitive control network (UN>CS for CONGRUENCY effect) and broader brain regions (CS>UN for GROUP:VISIT) depending on the variance-covariance matrix that was selected. Additional testing indicated that both model fit and estimated standard error were superior for the UN matrix, likely as a result of the modeling of individual terms. In summary, current findings suggest that the interpretation of results from complex designs is highly dependent on the selection of the variance-covariance structure using LME modeling.


Subject(s)
Magnetic Resonance Imaging , Humans , Male , Female , Adolescent , Child , Brain Concussion/diagnostic imaging , Brain Concussion/physiopathology , Linear Models , Brain/diagnostic imaging , Brain/physiology , Brain Mapping/methods , Executive Function/physiology
17.
Int J Mol Sci ; 25(9)2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38732053

ABSTRACT

Concussion, caused by a rotational acceleration/deceleration injury mild enough to avoid structural brain damage, is insufficiently captured in recent preclinical models, hampering the relation of pathophysiological findings on the cellular level to functional and behavioral deficits. We here describe a novel model of unrestrained, single vs. repetitive concussive brain injury (CBI) in male C56Bl/6j mice. Longitudinal behavioral assessments were conducted for up to seven days afterward, alongside the evaluation of structural cerebral integrity by in vivo magnetic resonance imaging (MRI, 9.4 T), and validated ex vivo by histology. Blood-brain barrier (BBB) integrity was analyzed by means of fluorescent dextran- as well as immunoglobulin G (IgG) extravasation, and neuroinflammatory processes were characterized both in vivo by positron emission tomography (PET) using [18F]DPA-714 and ex vivo using immunohistochemistry. While a single CBI resulted in a defined, subacute neuropsychiatric phenotype, longitudinal cognitive testing revealed a marked decrease in spatial cognition, most pronounced in mice subjected to CBI at high frequency (every 48 h). Functional deficits were correlated to a parallel disruption of the BBB, (R2 = 0.29, p < 0.01), even detectable by a significant increase in hippocampal uptake of [18F]DPA-714, which was not due to activation of microglia, as confirmed immunohistochemically. Featuring a mild but widespread disruption of the BBB without evidence of macroscopic damage, this model induces a characteristic neuro-psychiatric phenotype that correlates to the degree of BBB disruption. Based on these findings, the BBB may function as both a biomarker of CBI severity and as a potential treatment target to improve recovery from concussion.


Subject(s)
Blood-Brain Barrier , Brain Concussion , Disease Models, Animal , Animals , Blood-Brain Barrier/metabolism , Blood-Brain Barrier/pathology , Blood-Brain Barrier/diagnostic imaging , Mice , Brain Concussion/metabolism , Brain Concussion/diagnostic imaging , Brain Concussion/pathology , Brain Concussion/physiopathology , Male , Mice, Inbred C57BL , Magnetic Resonance Imaging , Positron-Emission Tomography , Head Injuries, Closed/pathology , Head Injuries, Closed/metabolism , Head Injuries, Closed/physiopathology , Head Injuries, Closed/diagnostic imaging
18.
Sensors (Basel) ; 24(9)2024 May 03.
Article in English | MEDLINE | ID: mdl-38733025

ABSTRACT

Concussions, a prevalent public health concern in the United States, often result from mild traumatic brain injuries (mTBI), notably in sports such as American football. There is limited exploration of smart-textile-based sensors for measuring the head impacts associated with concussions in sports and recreational activities. In this paper, we describe the development and construction of a smart textile impact sensor (STIS) and validate STIS functionality under high magnitude impacts. This STIS can be inserted into helmet cushioning to determine head impact force. The designed 2 × 2 STIS matrix is composed of a number of material layered structures, with a sensing surface made of semiconducting polymer composite (SPC). The SPC dimension was modified in the design iteration to increase sensor range, responsiveness, and linearity. This was to be applicable in high impact situations. A microcontroller board with a biasing circuit was used to interface the STIS and read the sensor's response. A pendulum test setup was constructed to evaluate various STISs with impact forces. A camera and Tracker software were used to monitor the pendulum swing. The impact forces were calculated by measuring the pendulum bob's velocity and acceleration. The performance of the various STISs was measured in terms of voltage due to impact force, with forces varying from 180 to 722 N. Through data analysis, the threshold impact forces in the linear range were determined. Through an analysis of linear regression, the sensors' sensitivity was assessed. Also, a simplified model was developed to measure the force distribution in the 2 × 2 STIS areas from the measured voltages. The results showed that improving the SPC thickness could obtain improved sensor behavior. However, for impacts that exceeded the threshold, the suggested sensor did not respond by reflecting the actual impact forces, but it gave helpful information about the impact distribution on the sensor regardless of the accurate expected linear response. Results showed that the proposed STIS performs satisfactorily within a range and has the potential to be used in the development of an e-helmet with a large STIS matrix that could cover the whole head within the e-helmet. This work also encourages future research, especially on the structure of the sensor that could withstand impacts which in turn could improve the overall range and performance and would accurately measure the impact in concussion-causing impact ranges.


Subject(s)
Craniocerebral Trauma , Head Protective Devices , Textiles , Humans , Brain Concussion/diagnosis , Brain Concussion/physiopathology , Equipment Design
19.
Codas ; 36(2): e20230048, 2024.
Article in Portuguese, English | MEDLINE | ID: mdl-38695432

ABSTRACT

PURPOSE: To correlate behavioral assessment results of central auditory processing and the self-perception questionnaire after acoustically controlled auditory training. METHODS: The study assessed 10 individuals with a mean age of 44.5 years who had suffered mild traumatic brain injury. They underwent behavioral assessment of central auditory processing and answered the Formal Auditory Training self-perception questionnaire after the therapeutic intervention - whose questions address auditory perception, understanding orders, request to repeat statements, occurrence of misunderstandings, attention span, auditory performance in noisy environments, telephone communication, and self-esteem. Patients were asked to indicate the frequency with which the listed behaviors occurred. RESULTS: Figure-ground, sequential memory for sounds, and temporal processing correlated with improvement in following instructions, fewer requests to repeat statements, increased attention span, improved communication, and understanding on the phone and when watching TV. CONCLUSION: Auditory closure, figure-ground, and temporal processing had improved in the assessment after the acoustically controlled auditory training, and there were fewer auditory behavior complaints.


OBJETIVO: Correlacionar os resultados da avaliação comportamental do processamento auditivo central e do questionário de autopercepção após o treinamento auditivo acusticamente controlado. MÉTODO: Foram avaliados dez indivíduos com média de idade de 44,5 anos, que sofreram traumatismo cranioencefálico de grau leve. Os indivíduos foram submetidos a avaliação comportamental do processamento auditivo central e também responderam ao questionário de autopercepção "Treinamento Auditivo Formal" após a intervenção terapêutica. O questionário foi composto por questões referentes a percepção auditiva, compreensão de ordens, solicitação de repetição de enunciados, ocorrência mal-entendidos, tempo de atenção, desempenho auditivo em ambiente ruidoso, comunicação ao telefone e autoestima e os pacientes foram solicitados a assinalar a frequência de ocorrência dos comportamentos listados. RESULTADOS: As habilidades auditivas de figura-fundo e memória para sons em sequência e processamento temporal correlacionaram-se com melhora para seguir instruções, diminuição das solicitações de repetições e aumento do tempo de atenção e melhora da comunicação e da compreensão ao telefone e para assistir TV. CONCLUSÃO: Observou-se adequação das habilidades auditivas de fechamento auditivo, figura fundo, e processamento temporal na avaliação pós-treinamento auditivo acusticamente controlado, além de redução das queixas quanto ao comportamento auditivo.


Subject(s)
Auditory Perception , Self Concept , Humans , Adult , Male , Female , Auditory Perception/physiology , Surveys and Questionnaires , Middle Aged , Brain Concussion/psychology , Brain Concussion/rehabilitation , Acoustic Stimulation/methods , Young Adult
20.
Zool Res ; 45(3): 648-662, 2024 May 18.
Article in English | MEDLINE | ID: mdl-38766747

ABSTRACT

Mild traumatic brain injury (mTBI)-induced post-traumatic headache (PTH) is a pressing public health concern and leading cause of disability worldwide. Although PTH is often accompanied by neurological disorders, the exact underlying mechanism remains largely unknown. Identifying potential biomarkers may prompt the diagnosis and development of effective treatments for mTBI-induced PTH. In this study, a mouse model of mTBI-induced PTH was established to investigate its effects on cerebral structure and function during short-term recovery. Results indicated that mice with mTBI-induced PTH exhibited balance deficits during the early post-injury stage. Metabolic kinetics revealed that variations in neurotransmitters were most prominent in the cerebellum, temporal lobe/cortex, and hippocampal regions during the early stages of PTH. Additionally, variations in brain functional activities and connectivity were further detected in the early stage of PTH, particularly in the cerebellum and temporal cortex, suggesting that these regions play central roles in the mechanism underlying PTH. Moreover, our results suggested that GABA and glutamate may serve as potential diagnostic or prognostic biomarkers for PTH. Future studies should explore the specific neural circuits involved in the regulation of PTH by the cerebellum and temporal cortex, with these two regions potentially utilized as targets for non-invasive stimulation in future clinical treatment.


Subject(s)
Disease Models, Animal , Post-Traumatic Headache , Animals , Mice , Post-Traumatic Headache/etiology , Post-Traumatic Headache/physiopathology , Male , Brain/metabolism , Brain/pathology , Brain Concussion/complications , Brain Concussion/physiopathology , Mice, Inbred C57BL
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