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Eagle SR, Preszler J, Brunner MN, Manderino L, Zynda AJ, French J, Collins MW, Kontos AP. Identifying the 'Miserable Minority' Among Pediatric Patients Following Concussion. J Pediatr Surg 2025; 60:162006. [PMID: 39461142 DOI: 10.1016/j.jpedsurg.2024.162006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 10/29/2024]
Abstract
OBJECTIVES To investigate whether there are empirically-detectable subgroups of concussion severity and recovery across three consecutive concussions, as well as to define risk factor and clinical assessment differences across subgroups. METHODS The present study was a retrospective chart review of 202 adolescents 13.17 ± 1.99 years old who presented to a concussion specialty clinic within 30 days of injury for multiple injuries between 2019 and 2020. Participants included patients from a specialty clinic for two (n = 202) or three (n = 68) total concussions. Latent class analysis (LCA) was used to identify subgroups based upon concussion symptom severity and recovery time. Risk factors (sex, age at first injury, and histories of anxiety, depression, migraine, motion sickness, ocular dysfunction, and attention-deficit/hyperactivity disorder [ADHD] or learning disability [LD]) were compared across subgroups. RESULTS A two-class solution yielded one group of 163 participants characterized by lower symptoms and shorter recovery times (80.7%, "normal") and 39 participants (19.3%, "miserable minority") characterized by higher symptoms and longer recovery times. Only female sex (OR = 4.91, p = 0.005) was a significant predictor of class membership. The miserable group presented for treatment nearly 4 days later (9.41 days) compared to the normal group (5.74 days) for the first injury, and almost 2 days later for the second injury (7.33 vs 5.26 days). CONCLUSIONS Approximately 1 in 5 patients who presented to a concussion specialty clinic for a repeat concussion were classified in the miserable minority subgroup. This subgroup was characterized by markedly higher initial symptom burdens and over double the recovery time. LEVEL OF EVIDENCE Retrospective cohort study, Level III evidence.
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Affiliation(s)
- Shawn R Eagle
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA.
| | | | - Marina N Brunner
- Department of Psychology, University of North Dakota, Grand Forks, ND, USA
| | | | - Aaron J Zynda
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jonathan French
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
| | - Michael W Collins
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
| | - Anthony P Kontos
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
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2
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Womble MN, Durfee KJ, Jennings S, Fedor S, Zynda AJ, Schatz P, Collins MW, Kontos AP, Elbin RJ. The Co-Occurrence of Vestibular/Ocular Motor Provocation and State Anxiety in Adolescents and Young Adults with Concussion. J Neurotrauma 2024. [PMID: 39714308 DOI: 10.1089/neu.2024.0472] [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: 12/24/2024] Open
Abstract
Vestibular/ocular motor provocation and state anxiety are both independently linked to poor recovery outcomes following concussion. However, the relationship between these two clinical presentations and their co-occurring effects on concussion recovery outcomes is understudied. The purpose was to examine the co-occurring effects of vestibular/ocular motor provocation and state anxiety following concussion. There were 532 participants (15-25 years) with concussions who completed the vestibular/ocular motor screening (VOMS), State-Trait Anxiety Inventory, and the Post-Concussion Symptom Scale within 30 days of injury. Participants were classified into provocation (PROV) and no provocation (NO PROV) groups based on exceeding/not exceeding VOMS cutoffs. An analysis of covariance was used to examine between-group comparisons on state anxiety scores; and logistic regressions, with adjusted odds ratios (Adj OR), were used to evaluate predictors of clinical levels of state anxiety and protracted recovery. A total of 418 participants (78.6%; age = 17.2 ± 2.6; 65% female) exceeding VOMS cutoffs were in the PROV, and 114 (21.4%; age = 16.6 ± 2.2; 53% female) participants were in the NO PROV group. The PROV group (mean [M] = 39.50, standard deviation [SD] = 12.05) exhibited significantly higher state anxiety scores than the NO PROV group (M = 32.45, SD = 10.43) (F[1, 532] = 15.36, p < 0.001, η2= 0.03). Vestibular/ocular motor provocation (Adj OR =3.35, p < 0.001, 95% confidence interval [CI]: 1.42-3.88) was the most robust predictor of clinical state anxiety following concussion (χ2 [4, 532] = 86.78, p < 0.001). Participants exhibiting vestibular/ocular motor provocation with clinical levels of state anxiety were at 2.47 times (p < 0.001, 95% CI: 1.53-3.99) greater odds of experiencing a protracted concussion recovery than participants with vestibular/ocular motor provocation without clinical state anxiety. Vestibular/ocular motor provocation is associated with increased state anxiety following concussion, and the addition of clinical state anxiety to vestibular/ocular motor provocation increases the odds for protracted recovery. Clinicians should assess vestibular/ocular motor function and anxiety following concussion.
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Affiliation(s)
- Melissa N Womble
- Inova Sports Medicine Concussion Program, Fairfax, Virginia, USA
| | - Kori J Durfee
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas, USA
| | - Sabrina Jennings
- Inova Sports Medicine Concussion Program, Fairfax, Virginia, USA
| | - Sheri Fedor
- Inova Physical Therapy Center, Fairfax, Virginia, USA
| | - Aaron J Zynda
- Department of Orthopedic Surgery, UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Philip Schatz
- Inova Physical Therapy Center, Fairfax, Virginia, USA
| | - Michael W Collins
- Department of Psychology, Saint Joseph's University, Philadelphia, Pennsylvania, USA
| | - Anthony P Kontos
- Department of Psychology, Saint Joseph's University, Philadelphia, Pennsylvania, USA
| | - R J Elbin
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas, USA
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Gomes D, Eagle S, Mehmel B, Albrecht T, Versace A, Lima Santos JP, Trbovich A, Stiffler R, Martinez L, Holland CL, Zynda AJ, Collins MW, Kontos AP. Impact of Sex and Pubertal Development on Anxiety in Adolescents After Concussion. J Neurotrauma 2024; 41:2385-2394. [PMID: 38407975 PMCID: PMC11631804 DOI: 10.1089/neu.2023.0132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024] Open
Abstract
Concussion often results in psychological symptoms, including anxiety. Post-concussion anxiety has been well documented, although much of this research has focused on collegiate athletes. The purpose of this study was to compare (1) anxiety symptoms in concussed and healthy controls over time and (2) to explore sex differences in post-concussion anxiety within the context of pubertal development. Participants (N = 126, mean age = 15.1 years old), including concussed (n = 86) and healthy adolescents (n = 40), completed the Pubertal Development Scale (PDS) and the Screen for Child Anxiety and Related Disorders (SCARED-C). The concussed groups completed SCARED-C at three visits (<10 days, 4 weeks, 3 months). Results of an analysis of covariance (ANCOVA) and multi-variate analysis of covariance (MANCOVA) found concussed adolescents reported higher SCARED-C total, generalized, and panic anxiety scores than healthy controls, after controlling for sex, age, and PDS score (PDSS). A three-way mixed ANCOVA examined the effects of sex, PDSS, time, and their interaction on SCARED-C total score in concussed adolescents while controlling for age. There was a significant three-way interaction between sex, age, and PDSS on SCARED-C total score while controlling for age. Overall, we observed increased anxiety in concussed adolescents, compared with controls, as well as greater post-concussion anxiety reported by females compared with males, including within PDSS groups. Concussion providers should be prepared to receive training to administer well-validated measures of psychopathology and should consider that female adolescents, compared with males, regardless of pubertal development, may be at greater risk for post-concussion anxiety.
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Affiliation(s)
- Dean Gomes
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Shawn Eagle
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Bindal Mehmel
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ted Albrecht
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amelia Versace
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Alicia Trbovich
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Richelle Stiffler
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Laramie Martinez
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Cyndi L. Holland
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Aaron J. Zynda
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Michael W. Collins
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Anthony P. Kontos
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Eagle SR, Svirsky SE, Puccio AM, Borrasso A, Edelman K, Beers S, Agoston D, Soose R, Collins M, Kontos A, Schneider W, Okonkwo DO. Predictive Blood Biomarkers of Targeted Intervention for Chronic Mental Health Symptoms following Traumatic Brain Injury. J Neurotrauma 2024. [PMID: 39323312 DOI: 10.1089/neu.2024.0245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024] Open
Abstract
The purpose of this study was to assess the performance of predictive blood biomarkers for responsiveness to targeted treatments for chronic psychological issues years after traumatic brain injury (TBI). Targeted Evaluation Action and Monitoring of TBI was a prospective 6-month interventional trial of participants with chronic TBI sequelae (n = 95). Plasma biomarkers were analyzed pre-intervention: glial fibrillary acidic protein (GFAP), tau, hyperphosphorylated tau Thr231 (p-Tau), von Willebrand factor (vWF), brain lipid-binding protein (BLBP), ubiquitin C-terminal hydrolase-L1 (UCH-L1), vascular endothelial growth factor-a (VEGFa), and claudin-5 (CLDN5). Clinical outcomes included the Post-Traumatic Stress Disorder (PTSD) Checklist for DSM-5 (PCL-5) and Brief Symptom Inventory-18 (BSI-18). Regression models were built for change in PCL5/BSI-18. Biomarkers and covariates were included. Two models were built to identify responders (improved beyond the minimum clinically important difference). The model to predict change in PCL5 (R2=0.64; p < 0.001) included vWF (p = 0.032), BLBP (p = 0.001), tau (p = 0.002), VEGFa (p = 0.015), female sex (p = 0.06), and military status (p = 0.014). The model to predict change in BSI-18 (R2=0.42; p = 0.003) included vWF (p = 0.042), VEGFa (p = 0.09), BLBP (p = 0.01), CLDN5 (p < 0.001), female sex (p = 0.012), and military status (p = 0.004) as predictors. The model to differentiate participants who improved for PCL5 (R2=0.68; p < 0.001; AUC = 0.93) included vWF (p = 0.02), VEGFa (p = 0.008), and BLBP (p = 0.006). The model to differentiate participants who improved for BSI-18 (R2=0.25; p = 0.04; AUC = 0.75) included UCH-L1 (p = 0.03), GFAP (p = 0.06), and vWF (p = 0.03). Combinations of pre-intervention blood biomarkers were able to differentiate responders from nonresponders in both post-traumatic stress and overall psychological health domains.
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Affiliation(s)
- Shawn R Eagle
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Ava M Puccio
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | - Sue Beers
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Denes Agoston
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ryan Soose
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Huang PC, Shaw JS, Kentis S, Young L, Bryant BR, Esagoff AI, White J, Peters ME. A systematic review of pre-injury anxiety disorder and post-concussion outcomes in youth and young adult athletes. Int Rev Psychiatry 2024; 36:219-232. [PMID: 39255025 DOI: 10.1080/09540261.2024.2370875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 06/17/2024] [Indexed: 09/11/2024]
Abstract
Pre-injury anxiety disorder may be a risk factor for poor outcomes following sportsrelated concussion. A systematic review was performed to characterize the relationship between pre-injury anxiety disorder and post-concussion symptom presentation and recovery time after sports-related concussions among children, adolescents, and young adults. A PRISMA-compliant literature search was conducted in Ovid MEDLINE, PsycINFO, EMBASE, and Scopus for articles published up to 25 January 2024. The initial query yielded 1358 unique articles. Articles that analyzed the relationship between pre-injury anxiety disorder and post-concussion symptoms and recovery time were included. A final cohort of 11 articles was extracted, comprising a total of 8390 study participants, of whom 921 had a history of pre-injury anxiety disorder. Pre-injury anxiety disorder was associated with prolonged time to return to sports activity and an increased incidence of physical, emotional, cognitive, and sleep-related symptoms. While the results of this review suggest an association between pre-injury anxiety disorder and post-concussion symptoms and recovery time, future studies should be more stringent regarding standardized anxiety disorder definitions, longitudinal assessment of post-concussion symptoms, anxiety disorder subtypes, and anxiety treatment history.
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Affiliation(s)
- Philip C Huang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob S Shaw
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Lisa Young
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Barry R Bryant
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Aaron I Esagoff
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob White
- Welch Medical Library, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Matthew E Peters
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Kontos AP, Eagle SR, Braithwaite R, Preszler J, Manderino L, Turner RL, Jennings S, Trbovich A, Hickey RW, Collins MW, McCrea M, Nelson LD, Root J, Thomas DG. The Effects of Rest on Concussion Symptom Resolution and Recovery Time: A Meta-analytic Review and Subgroup Analysis of 4329 Patients. Am J Sports Med 2023; 51:3893-3903. [PMID: 36847271 DOI: 10.1177/03635465221150214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
BACKGROUND Numerous individual studies suggest that rest may have a negative effect on outcomes following concussion. PURPOSE To perform a systematic meta-analysis of the effects of prescribed rest compared with active interventions after concussion. STUDY DESIGN Meta-analysis; Level of evidence, 4. METHODS A meta-analysis (using the Hedges g) of randomized controlled trials and cohort studies was conducted to evaluate the effects of prescribed rest on symptoms and recovery time after concussion. Subgroup analyses were performed for methodological, study, and sample characteristics. Data sources were obtained from systematic search of key terms using Ovid Medline, Embase, Cochrane Database of Systematic Reviews, APA PsycINFO, Web of Science, SPORTDiscus, and ProQuest dissertations and theses through May 28, 2021. Eligible studies were those that (1) assessed concussion or mild traumatic brain injury; (2) included symptoms or days to recovery for ≥2 time points; (3) included 2 groups with 1 group assigned to rest; and (4) were written in the English language. RESULTS In total, 19 studies involving 4239 participants met criteria. Prescribed rest had a significant negative effect on symptoms (k = 15; g = -0.27; SE = 0.11; 95% CI, -0.48 to -0.05; P = .04) but not on recovery time (k = 8; g = -0.16; SE = 0.21; 95% CI, -0.57 to 0.26; P = .03). Subgroup analyses suggested that studies with shorter duration (<28 days) (g = -0.46; k = 5), studies involving youth (g = -0.33; k = 12), and studies focused on sport-related concussion (g = -0.38; k = 8) reported higher effect sizes. CONCLUSION The findings support a small negative effect for prescribed rest on symptoms after concussion. Younger age and sport-related mechanisms of injury were associated with a greater negative effect size. However, the lack of support for an effect for recovery time and the relatively small overall numbers of eligible studies highlight ongoing concerns regarding the quantity and rigor of clinical trials in concussion. REGISTRATION CRD42021253060 (PROSPERO).
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Affiliation(s)
- Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Shawn R Eagle
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Rock Braithwaite
- Department of Kinesiology and Recreation Administration, Cal Poly Humboldt, Arcata, California, USA
| | - Jonathan Preszler
- UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Lisa Manderino
- UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Rose L Turner
- Health Science Library System, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Alicia Trbovich
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Robert W Hickey
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; Children's Hospital of Pittsburgh Division of Emergency Medicine, Pittsburgh, Pennsylvania, USA
| | - Michael W Collins
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lindsay D Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jeremy Root
- Pediatric Emergency Medicine, George Washington School of Medicine, Washington, DC, USA; Children's National Health System, Fairfax, Virginia, USA
| | - Danny G Thomas
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Pediatric Emergency Medicine, Children's Wisconsin, Wauwatosa, Wisconsin, USA)
- Investigation performed at University of Pittsburgh Medical Center Sports Concussion Program and University of Pittsburgh Department of Orthopaedic Surgery, Pittsburgh, Pennsylvania, USA
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Covassin T, Zynda AJ, Loftin MC, Pollard-McGrandy AM, Tracey AJ, Tomczyk CP. Changes in State and Trait Anxiety Throughout Concussion Recovery in High School- and College-Aged Individuals. J Athl Train 2023; 58:775-780. [PMID: 36972199 PMCID: PMC11215742 DOI: 10.4085/1062-6050-0536.22] [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] [Indexed: 11/17/2023]
Abstract
CONTEXT Researchers have indicated that individuals may experience anxiety symptoms after concussion. A potential mechanism for these presentations is shifts in anxiety throughout recovery. OBJECTIVE To examine the levels of state and trait anxiety in individuals after concussion throughout recovery compared with the levels in individuals serving as uninjured matched control participants. DESIGN Prospective cohort study. SETTING University laboratory. PATIENTS OR OTHER PARTICIPANTS Seventy-eight high school- and college-aged individuals (concussion group = 39, age = 18.4 ± 2.3 years; matched control group = 39, age = 18.4 ± 2.3 years) were enrolled. MAIN OUTCOME MEASURE(S) The State-Trait Anxiety Inventory was administered within 72 hours of injury (day 0: first test session), 5 days (±1 day) after the first test session (day 5), and at the time of full medical clearance (+2 days). Separate 2 × 3 repeated-measures analyses of variance were used to investigate differences in state and trait anxiety for each group throughout recovery. RESULTS State and trait anxiety were higher in the concussion group than in the control group at day 0, day 5, and full medical clearance. For state anxiety, we observed a group × time interaction (F2,150 = 10.45, P < .001, ƞp2 = 0.12). For trait anxiety, we did not note an interaction (F1.74,150 = 1.5, P = .22, ƞp2 = 0.02) but did find main effects for time (F1.74,150 = 25.7, P < .001, ƞp2 = 0.3) and group (F1,75 = 7.23, P = .01, ƞp2 = 0.09). CONCLUSIONS Participants with concussion experienced higher levels of state anxiety throughout recovery than matched control individuals. Although trait anxiety was higher in the concussion group and decreased over time, no interaction was seen, demonstrating that concussion may not affect this aspect of personality. Postinjury anxiety may result from increased state anxiety, and clinicians should screen for and manage these symptoms throughout recovery.
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Affiliation(s)
- Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing
| | - Aaron J. Zynda
- Department of Kinesiology, Michigan State University, East Lansing
| | - Megan C. Loftin
- Department of Kinesiology, Michigan State University, East Lansing
| | | | - Allie J. Tracey
- Department of Kinesiology, Michigan State University, East Lansing
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Eagle SR, Mucha A, Trbovich A, Manderino L, Elbin R, Collins MW, Kontos AP. Association of Multidomain Assessment Outcomes With Referral for Vestibular Therapy After Concussion. J Athl Train 2023; 58:408-413. [PMID: 36094515 PMCID: PMC11220899 DOI: 10.4085/1062-6050-0032.22] [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] [Indexed: 11/09/2022]
Abstract
CONTEXT Multiple aspects of a multidomain assessment have been validated for identifying concussion; however, researchers have yet to determine which components are related to referral for vestibular therapy. OBJECTIVE To identify which variables from a multidomain assessment were associated with receiving a referral for vestibular therapy after a concussion. DESIGN Retrospective chart review, level of evidence 3. PATIENTS OR OTHER PARTICIPANTS Participants (n = 331; age = 16.9 ± 7.2 years; 39.3% female) were diagnosed with a concussion per international consensus criteria by a clinical neuropsychologist after presenting to a concussion specialty clinic. MAIN OUTCOME MEASURE(S) Medical chart data were extracted from the first clinical visit regarding preinjury medical history, computerized neurocognition, Post-Concussion Symptom Scale, Concussion Clinical Profiles Screen, and Vestibular Ocular Motor Screening within 16.2 ± 46.7 days of injury. We built 5 backwards logistic regression models to associate the outcomes from each of the 5 assessments with referral for vestibular therapy. A final logistic regression model was generated using variables retained in the previous 5 models as potential predictors of referral for vestibular therapy. RESULTS The 5 models built from individual components of the multidomain assessment predicted referral for vestibular therapy (R2 = 0.01-0.28) with 1 to 6 statistically significant variables. The final multivariate model (R2 = 0.40) retained 9 significant variables, represented by each of the 5 multidomain assessments except neurocognition. Variables that had the strongest association with vestibular therapy referral were motor vehicle accident mechanism of injury (odds ratio [OR] = 15.45), migraine history (OR = 3.25), increased headache when concentrating (OR = 1.81), and horizontal vestibular ocular reflex (OR = 1.63). CONCLUSIONS We demonstrated the utility of a multidomain assessment and identified outcomes associated with a referral for vestibular therapy after a concussion.
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Affiliation(s)
- Shawn R. Eagle
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - Anne Mucha
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - Alicia Trbovich
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - Lisa Manderino
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - R.J. Elbin
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - Michael W. Collins
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
| | - Anthony P. Kontos
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, PA
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Ruby F, Costa da Silva L, Tait N, Rashid A, Singleton R, Atkins L, Marriot S, Dalzell K, Labno A, Edbrooke-Childs J, Jacob J. Children and young people's mental health outcome measures in paediatrics. Arch Dis Child 2023; 108:271-275. [PMID: 35680404 DOI: 10.1136/archdischild-2020-320852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 05/13/2022] [Indexed: 11/03/2022]
Abstract
Paediatricians are increasingly likely to encounter children and young people with mental health difficulties, either as primary presentations or as comorbidities linked with chronic illnesses. However, paediatricians may have limited training or experience regarding the tools available to identify mental health needs and how to use these tools. The current paper aims to provide a go-to guide for paediatricians when considering the use of mental health and well-being outcome measures, including how to select, administer and interpret measures effectively. It also provides practical guidance on the most common mental health outcome measures used in children and young people's mental health services across the UK and elsewhere, which paediatricians are likely to encounter in their practice. Paediatricians may also find these measures useful in their own practice to screen for potential mental health difficulties, monitor the impact of chronic health conditions on a young person's mental health and well-being, or to provide evidence when referring young people to mental health services.
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Affiliation(s)
- Florence Ruby
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | | | - Nick Tait
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Anisatu Rashid
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Rosie Singleton
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Lee Atkins
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Sally Marriot
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Kate Dalzell
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
| | - Angelika Labno
- Evidence Based Practice Unit, Anna Freud Centre and UCL, London, UK
| | - Julian Edbrooke-Childs
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
- Evidence Based Practice Unit, Anna Freud Centre and UCL, London, UK
| | - Jenna Jacob
- Child Outcomes Research Consortium, Anna Freud Centre, London, UK
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Psychometric Properties of the German Version of the Rivermead Post-Concussion Symptoms Questionnaire in Adolescents after Traumatic Brain Injury and Their Proxies. J Clin Med 2022; 12:jcm12010319. [PMID: 36615119 PMCID: PMC9821190 DOI: 10.3390/jcm12010319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 12/23/2022] [Accepted: 12/29/2022] [Indexed: 01/03/2023] Open
Abstract
The Rivermead Post-Concussion Symptoms Questionnaire (RPQ) assesses post-concussion symptoms (PCS) after traumatic brain injury (TBI). The current study examines the applicability of self-report and proxy versions of the German RPQ in adolescents (13-17 years) after TBI. We investigated reliability and validity on the total and scale score level. Construct validity was investigated by correlations with the Post-Concussion Symptoms Inventory (PCSI-SR13), Generalized Anxiety Disorder Scale 7 (GAD-7), and Patient Health Questionnaire 9 (PHQ-9) and by hypothesis testing regarding individuals' characteristics. Intraclass correlation coefficients (ICC) assessed adolescent-proxy agreement. In total, 148 adolescents after TBI and 147 proxies completed the RPQ. Cronbach's α (0.81-0.91) and McDonald's ω (0.84-0.95) indicated good internal consistency. The three-factor structure outperformed the unidimensional model. The RPQ was strongly correlated with the PCSI-SR13 (self-report: r = 0.80; proxy: r = 0.75) and moderately-strongly with GAD-7 and PHQ-9 (self-report: r = 0.36, r = 0.35; proxy: r = 0.53, r = 0.62). Adolescent-proxy agreement was fair (ICC [2,1] = 0.44, CI95% [0.41, 0.47]). Overall, both self-report and proxy assessment forms of the German RPQ are suitable for application in adolescents after TBI. As proxy ratings tend to underestimate PCS, self-reports are preferable for evaluations. Only if a patient is unable to answer, a proxy should be used as a surrogate.
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Iverson GL, Greenberg J, Cook NE. Anxiety Is Associated With Diverse Physical and Cognitive Symptoms in Youth Presenting to a Multidisciplinary Concussion Clinic. Front Neurol 2022; 12:811462. [PMID: 35197916 PMCID: PMC8858805 DOI: 10.3389/fneur.2021.811462] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 12/30/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Pre-injury and post-injury anxiety are prevalent and important to consider in the medical management of concussions in youth. We examined the association between anxiety and other physical, cognitive, and emotional symptoms in injured adolescents and young adults undergoing an initial evaluation in a specialty concussion clinic. METHODS Participants were 158 adolescents and young adults presenting to a multidisciplinary concussion clinic for evaluation and treatment (54.4% girls and women; mean age = 17.3 years; SD = 2.9). Their median days post injury was 29 (interquartile range = 14-49; range = 7-349). They were divided into binary groups based on whether they had a pre-injury history of anxiety diagnosis or treatment and whether they were experiencing current anxiety in the week prior to the evaluation, and then compared on the Post-Concussion Symptom Scale. RESULTS Youth with a pre-injury history of anxiety reported greater post-concussion symptoms (Md total score = 36.0, IQR = 21.5-53.0) compared to youth with no pre-injury history of anxiety (Md total score = 20.5, IQR = 6.0-36.0; MW U = 1,520.00 p = 0.001, r = 0.26, small-medium effect size). They reported significantly worse headaches, nausea, balance difficulty, dizziness, vision problems, fatigue, concentration difficulty, irritability, nervousness, sadness, feeling more emotional, trouble falling asleep, and sleeping more than usual. Youth with high post-injury anxiety reported greater post-concussion symptoms (Md total score = 55.0, IQR = 33.0-62.5) compared to youth with low post-injury anxiety (Md total score = 19.0, IQR = 6.0-35.0; MW U = 681.00, p < 0.001, r = 0.49, large effect size). They reported significantly worse headaches, nausea, vomiting, dizziness, vision problems, fatigue, sensitivity to light, feeling mentally foggy, feeling slowed down, concentration difficulty, memory difficulty, irritability, sadness, feeling more emotional, drowsiness, trouble falling asleep, sleeping less than usual, and sleeping more than usual. Logistic regressions revealed that both pre-injury and post-injury anxiety were strong predictors of persistent post-concussion symptoms, with high post-injury anxiety presenting the strongest independent predictor, while attention-deficit hyperactivity disorder and pre-injury migraines were not significant predictors. Essentially all adolescents with high post-injury anxiety (97.1%) and nearly 9 of 10 adolescents with pre-injury treatment for anxiety (87.8%) met criteria for persistent post-concussion symptoms. DISCUSSION Pre-injury and post-injury anxiety are important risk factors for greater post-concussion symptoms among adolescents and young adults. Elevated post-injury anxiety was the strongest predictor of persistent post-concussion symptoms. Assessment of anxiety is important among adolescents presenting for concussion care and delivery of evidence-supported treatments for anxiety are important considerations for treatment planning for these youth.
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Affiliation(s)
- Grant L. Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, United States
- Spaulding Research Institute, Boston, MA, United States
- MassGeneral Hospital for Children Sports Concussion Program, Boston, MA, United States
| | - Jonathan Greenberg
- Department of Psychiatry, Integrated Brain Health Clinical and Research Program, Massachusetts General Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Nathan E. Cook
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, United States
- MassGeneral Hospital for Children Sports Concussion Program, Boston, MA, United States
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Yamakawa G, Brady R, Sun M, McDonald S, Shultz S, Mychasiuk R. The interaction of the circadian and immune system: Desynchrony as a pathological outcome to traumatic brain injury. Neurobiol Sleep Circadian Rhythms 2020; 9:100058. [PMID: 33364525 PMCID: PMC7752723 DOI: 10.1016/j.nbscr.2020.100058] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 09/11/2020] [Accepted: 10/07/2020] [Indexed: 12/16/2022] Open
Abstract
Traumatic brain injury (TBI) is a complex and costly worldwide phenomenon that can lead to many negative health outcomes including disrupted circadian function. There is a bidirectional relationship between the immune system and the circadian system, with mammalian coordination of physiological activities being controlled by the primary circadian pacemaker in the suprachiasmatic nucleus (SCN) of the hypothalamus. The SCN receives light information from the external environment and in turn synchronizes rhythms throughout the brain and body. The SCN is capable of endogenous self-sustained oscillatory activity through an intricate clock gene negative feedback loop. Following TBI, the response of the immune system can become prolonged and pathophysiological. This detrimental response not only occurs in the brain, but also within the periphery, where a leaky blood brain barrier can permit further infiltration of immune and inflammatory factors. The prolonged and pathological immune response that follows TBI can have deleterious effects on clock gene cycling and circadian function not only in the SCN, but also in other rhythmic areas throughout the body. This could bring about a state of circadian desynchrony where different rhythmic structures are no longer working together to promote optimal physiological function. There are many parallels between the negative symptomology associated with circadian desynchrony and TBI. This review discusses the significant contributions of an immune-disrupted circadian system on the negative symptomology following TBI. The implications of TBI symptomology as a disorder of circadian desynchrony are discussed.
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Affiliation(s)
- G.R. Yamakawa
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - R.D. Brady
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- Department of Medicine, University of Melbourne, Parkville, Australia
| | - M. Sun
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - S.J. McDonald
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- Department of Physiology, Anatomy and Microbiology, La Trobe University, Melbourne, Australia
| | - S.R. Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- Department of Medicine, University of Melbourne, Parkville, Australia
| | - R. Mychasiuk
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
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