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Nwakamma MC, Stillman AM, Gabard-Durnam LJ, Cavanagh JF, Hillman CH, Morris TP. Slowing of Parameterized Resting-State Electroencephalography After Mild Traumatic Brain Injury. Neurotrauma Rep 2024; 5:448-461. [PMID: 38666007 PMCID: PMC11044859 DOI: 10.1089/neur.2024.0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024] Open
Abstract
Reported changes in electroencephalography (EEG)-derived spectral power after mild traumatic brain injury (mTBI) remains inconsistent across existing literature. However, this may be a result of previous analyses depending solely on observing spectral power within traditional canonical frequency bands rather than accounting for the aperiodic activity within the collected neural signal. Therefore, the aim of this study was to test for differences in rhythmic and arrhythmic time series across the brain, and in the cognitively relevant frontoparietal (FP) network, and observe whether those differences were associated with cognitive recovery post-mTBI. Resting-state electroencephalography (rs-EEG) was collected from 88 participants (56 mTBI and 32 age- and sex-matched healthy controls) within 14 days of injury for the mTBI participants. A battery of executive function (EF) tests was collected at the first session with follow-up metrics collected approximately 2 and 4 months after the initial visit. After spectral parameterization, a significant between-group difference in aperiodic-adjusted alpha center peak frequency within the FP network was observed, where a slowing of alpha peak frequency was found in the mTBI group in comparison to the healthy controls. This slowing of week 2 (collected within 2 weeks of injury) aperiodic-adjusted alpha center peak frequency within the FP network was associated with increased EF over time (evaluated using executive composite scores) post-mTBI. These findings suggest alpha center peak frequency within the FP network as a candidate prognostic marker of EF recovery and may inform clinical rehabilitative methods post-mTBI.
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Affiliation(s)
- Mark C. Nwakamma
- Department of Physical Therapy Human Movement Sciences, Northeastern University, Boston, Massachusetts, USA
- Center for Cognitive and Brain Health, Northeastern University, Boston, Massachusetts, USA
| | - Alexandra M. Stillman
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Laurel J. Gabard-Durnam
- Department of Psychology, Northeastern University, Boston, Massachusetts, USA
- Center for Cognitive and Brain Health, Northeastern University, Boston, Massachusetts, USA
| | - James F. Cavanagh
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Charles H. Hillman
- Department of Physical Therapy Human Movement Sciences, Northeastern University, Boston, Massachusetts, USA
- Department of Psychology, Northeastern University, Boston, Massachusetts, USA
- Center for Cognitive and Brain Health, Northeastern University, Boston, Massachusetts, USA
| | - Timothy P. Morris
- Department of Physical Therapy Human Movement Sciences, Northeastern University, Boston, Massachusetts, USA
- Center for Cognitive and Brain Health, Northeastern University, Boston, Massachusetts, USA
- Department of Applied Psychology, Northeastern University, Boston, Massachusetts, USA
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Trbovich AM, Preszler J, Emami K, Cohen P, Eagle S, Collins MW, Kontos AP. Is Overparenting Associated with Adolescent/Young Adult Emotional Functioning and Clinical Outcomes Following Concussion? Child Psychiatry Hum Dev 2022; 53:1231-1239. [PMID: 34136979 DOI: 10.1007/s10578-021-01204-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/04/2021] [Indexed: 10/21/2022]
Abstract
Overparenting (O-P), or "helicopter" parenting, has warranted increased attention across the past decade. It is characterized as being overly involved, protective, and low on granting autonomy, and is associated with deleterious psychosocial outcomes outside of the concussion literature. This study examined the association of overparenting and patient emotional distress and clinical outcomes (i.e., symptoms, neurocognitive test scores, recovery time) post-concussion. Adolescents/young adult concussion patients (injury < 30 days) and parents (N = 101 child-parent dyads) participated. Patient participants completed measures of depression, anxiety, stress, and concussion clinical outcomes while parents concurrently completed an overparenting measure. Results of a general linear model found that overparenting was associated with higher anxiety and stress report of the child. Overparenting had a significant positive correlation with concussion recovery, although of a small magnitude. Emotional distress level, but not overparenting, was moderately associated with worse performance on clinical outcomes, including neurocognitive testing, vestibular/ocular motor dysfunction, and concussion symptom severity.
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Affiliation(s)
- Alicia M Trbovich
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA.
| | - Jonathan Preszler
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Kouros Emami
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Paul Cohen
- WakeMed Concussion Program, WakeMed Health and Hospitals, 3000 New Bern Ave, Raleigh, NC, 27610, USA
| | - Shawn Eagle
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Michael W Collins
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
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Hannah TC, Kalagara R, Ali M, Schupper AJ, Li AY, Spiera Z, Marayati NF, Quinones A, Asfaw ZK, Vasan V, Hrabarchuk EI, McCarthy L, Gometz A, Lovell M, Choudhri T. Evaluation of differences across age groups in the incidence, severity, and recovery of concussion in adolescent student-athletes from 2009 to 2019. J Neurosurg Pediatr 2022; 30:369-377. [PMID: 35907188 DOI: 10.3171/2022.6.peds22127] [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: 04/12/2022] [Accepted: 06/23/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Concussion incidence is known to be highest in children and adolescents; however, there is conflicting evidence about the effect of age on concussion risk and recovery within the adolescent age range. The heterogeneity of results may be partially due to the use of age groupings based on convenience, making comparisons across studies difficult. This study evaluated the independent effect of age on concussion incidence, severity, and recovery in student-athletes aged 12-18 years using cluster analysis to define groupings. METHODS Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) scores of 11,403 baseline tests and 4922 postinjury tests were used to calculate the incidence rates for adolescent student-athletes grouped into 3 age bands (12-13, 14-15, and 16-18 years of age) on the basis of clustering analysis. The recently created Severity Index was used to compare concussion severity between groups. Follow-up tests for subjects who sustained a concussion were used to evaluate recovery time. The chi-square test and 1-way ANOVA were used to compare differences in demographic characteristics and concussion incidence, severity, and recovery. Multivariable logistic and linear regressions were used to evaluate the independent effects of age on concussion incidence and severity, respectively. Multivariable Cox hazard regression was used to evaluate differences in recovery time. Further analyses were conducted to directly compare findings across studies on the basis of the age groupings used in prior studies. RESULTS Multivariable regression analyses demonstrated that the 14- to 15-year-old age group had a significantly higher concussion incidence than both the 12- to 13-year-old (14- to 15-year-old group vs 12- to 13-year-old group, OR 1.57, 95% CI 1.16-2.17, p = 0.005) and 16- to 18-year-old (16- to 18-year-old group vs 14- to 15-year-old group, OR 0.79, 95% CI 0.69-0.91, p = 0.0008) age groups. There was no difference in incidence between the 12- to 13-year-old and 16- to 18-year-old groups (16- to 18-year group vs 12- to 13-year group, OR 1.26, 95% CI 0.93-1.72, p = 0.15). There were also no differences in concussion severity or recovery between any groups. CONCLUSIONS This study found that concussion incidence was higher during mid-adolescence than early and late adolescence, suggesting a U-shaped relationship between age and concussion risk over the course of adolescence. Age had no independent effect on concussion severity or recovery in the 12- to 13-, 14- to 15-, and 16- to 18-year-old groups. Further analysis of the various age groups revealed that results may vary significantly with minor changes to groupings, which may explain the divergent results in the current literature on this topic. Thus, caution should be taken when interpreting the results of this and all similar studies, especially when groupings are based on convenience.
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Affiliation(s)
- Theodore C Hannah
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Roshini Kalagara
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Muhammad Ali
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | | | - Adam Y Li
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Zachary Spiera
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | | | - Addison Quinones
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Zerubabbel K Asfaw
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Vikram Vasan
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Eugene I Hrabarchuk
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Lily McCarthy
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
| | - Alex Gometz
- 2Physical Medicine and Rehabilitation, Concussion Management of New York, New York, New York; and
| | - Mark Lovell
- 3Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Tanvir Choudhri
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York
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Li AY, Durbin JR, Hannah TC, Ali M, Spiera Z, Marayati NF, Dreher N, Schupper AJ, Kuohn L, Gometz A, Lovell MR, Choudhri TF. High altitude modulates concussion incidence, severity, and recovery in young athletes. Brain Inj 2022; 36:733-739. [PMID: 35113735 DOI: 10.1080/02699052.2022.2035435] [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: 11/02/2022]
Abstract
BACKGROUND High altitude may affect concussion, but prior studies are limited . We tested whether high altitude affects sport-related concussion (SRC) incidence, severity, and recovery. METHODS Twenty-five thousand eight hundred fifteen baseline and post-injury Immediate Post-Concussion Assessment and Cognitive Testing results were compiled from Florida and Colorado, low (27 m or 62 m) and high (1,640 m or 1,991 m) altitude locations, respectively. Incidence, severity, and recovery of injury were compared between altitudes. RESULTS High altitude was associated with increased suspected concussion incidence (adjusted OR, 2.04 [95% CI, 1.86 to 2.24];P < .0001). However, high altitude was associated with lower concussion severity measured by Severity Index (SI) (adjusted OR, 0.42 [95% CI, 0.37 to 0.49];P < .0001). High altitude was associated with decreased recovery from post-concussive symptoms in the migraine (β, -2.72 [95% CI, -3.31 to -2.13]; P < .0001), cognitive (β, -1.88 [95% CI, -2.40 to -1.36]; P < .0001), and sleep symptom clusters (β, -0.30 [95% CI, -0.52 to -0.08]; P = .007). Athletes with initial SI≥8 showed prolonged neurocognitive dysfunction at high altitude (HR, 1.38 [95% CI, 1.06 to 1.81]; P = .02). CONCLUSIONS High altitude was associated with increased suspected concussions and prolonged recovery but less severe initial injury.
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Affiliation(s)
- Adam Y Li
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - John R Durbin
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Theodore C Hannah
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Zachary Spiera
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Naoum Fares Marayati
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Nickolas Dreher
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Alexander J Schupper
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Lindsey Kuohn
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Alex Gometz
- Concussion Management of New York, New York, USA
| | - Mark R Lovell
- Department of Neurology, University of Pittsburgh, Pittsburgh, Pennsylvania USA
| | - Tanvir F Choudhri
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
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Ali M, Dreher N, Hannah T, Li A, Asghar N, Spiera Z, Marayati NF, Durbin J, Gometz A, Lovell M, Choudhri T. Concussion Incidence and Recovery Among Youth Athletes With ADHD Taking Stimulant-Based Therapy. Orthop J Sports Med 2021; 9:23259671211032564. [PMID: 34646894 PMCID: PMC8504242 DOI: 10.1177/23259671211032564] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 03/21/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Attention deficit hyperactivity disorder (ADHD) may affect concussion risk and recovery in youth athletes. Purpose: To evaluate the association between incidence of concussion and postinjury recovery of symptoms and neurocognitive dysfunction among youth athletes with ADHD and differential stimulant use. Study Design: Cohort study; Level of evidence, 3. Methods: From 2009 to 2019, the authors administered the Immediate Post-concussion Assessment and Cognitive Testing (ImPACT) to youth athletes at the beginning of each season. Throughout the season, athletes with concussions were examined and readministered the ImPACT both postinjury and again 7 days after the postinjury administration. These athletes (N = 7453) were divided into those with ADHD on stimulant-based therapy (ADHD+meds; n = 167), those with ADHD not on stimulant-based therapy (ADHD-only; n = 354), and those with no ADHD (non-ADHD; n = 6932). Recovery of neurocognitive dysfunction at postinjury and follow-up was calculated using the ImPACT symptom score, verbal memory, visual memory, visual motor skills, and reaction time (calculated as standardized deviations from baseline). Univariate results were confirmed with multivariate analysis. Results: The ADHD+meds cohort had a lower incidence of concussion (37.3 concussions per 100 patient-years) compared with the ADHD-only group (57.0 concussions per 100 patient-years) (odds ratio [OR], 0.51 [95% CI, 0.37-0.71]; P < .0001) and non-ADHD group (52.8 concussions per 100 patient-years) (OR, 0.50 [95% CI, 0.37-0.67]; P < .0001). At postinjury, ImPACT scores were elevated from baseline to a similar extent in the ADHD+meds cohort compared with the other 2 groups. By follow-up, however, deviations from baseline were lower among the ADHD+meds group compared with the non-ADHD group in verbal memory (OR, 0.46 [95% CI, 0.28-0.76]; P = .002), visual memory (OR, 0.27 [95% CI, 0.10-0.66]; P = .005), and visual motor skills (OR, 0.58 [95% CI, 0.33-0.99]; P = .048). The deviation at follow-up was also lower among the ADHD+meds group compared with the ADHD-only group in visual memory (OR, 0.56 [95% CI, 0.33-0.96]; P = .04) and visual motor skills (OR, 0.42 [95% CI, 0.22-0.81]; P = .01). Conclusion: Stimulant use among youth athletes with ADHD was independently associated with reduced incidence for concussion and lower deviation from baseline in verbal memory, visual memory, and visual motor skills at 7 days postconcussion, suggesting lower neurocognitive impairment at follow-up in this group versus their peers.
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Affiliation(s)
- Muhammad Ali
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nickolas Dreher
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Theodore Hannah
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Adam Li
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nek Asghar
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Zachary Spiera
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Naoum Fares Marayati
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John Durbin
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alex Gometz
- Concussion Management of New York, New York, New York, USA
| | - Mark Lovell
- The University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Tanvir Choudhri
- Neurosurgery Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Spiera Z, Hannah T, Li A, Dreher N, Marayati NF, Ali M, Shankar DS, Durbin J, Schupper AJ, Gometz A, Lovell M, Choudhri T. Nonsteroidal anti-inflammatory drug use and concussions in adolescent athletes: incidence, severity, and recovery. J Neurosurg Pediatr 2021; 28:476-482. [PMID: 34330088 DOI: 10.3171/2021.2.peds2115] [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: 01/07/2021] [Accepted: 02/26/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Given concerns about the potential long-term effects of concussion in young athletes, concussion prevention has become a major focus for amateur sports leagues. Athletes have been known to frequently use anti-inflammatory medications to manage injuries, expedite return to play, and treat concussion symptoms. However, the effects of baseline nonsteroidal anti-inflammatory drug (NSAID) use on the susceptibility to head injury and concussion remain unclear. This study aims to assess the effects of preinjury NSAID use on concussion incidence, severity, and recovery in young athletes. METHODS Data from 25,815 ImPACT (Immediate Post-Concussion Assessment and Cognitive Testing) tests were obtained through a research agreement with ImPACT Applications Inc. Subjects ranged in age from 12 to 22 years old. Those who reported NSAID use at baseline were assigned to one (anti-inflammatory [AI]) cohort, whereas all others were assigned to the control (CT) cohort. Differences in head trauma and concussion incidence, severity, and recovery were assessed using chi-square tests, unpaired t-tests, and Kaplan-Meier plots. RESULTS The CT cohort comprised a higher percentage (p < 0.0001) of males (66.30%) than the AI cohort (44.16%) and had a significantly greater portion of athletes who played football (p = 0.004). However, no statistically significant differences were found between the two cohorts in terms of the incidence of head trauma (CT = 0.489, AI = 0.500, p = 0.9219), concussion incidence (CT = 0.175, AI = 0.169, p = 0.7201), injury severity, or median concussion recovery time (CT = 8, AI = 8, p = 0.6416). In a multivariable analysis controlling for baseline differences between the cohorts, no association was found between NSAID use and concussion incidence or severity. CONCLUSIONS In this analysis, the authors found no evidence that preinjury use of NSAIDs affects concussion risk in adolescent athletes. They also found no indication that preinjury NSAID use affects the severity of initial injury presentation or concussion recovery.
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Affiliation(s)
- Zachary Spiera
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Theodore Hannah
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Adam Li
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Nickolas Dreher
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Naoum Fares Marayati
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Muhammad Ali
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Dhruv S Shankar
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - John Durbin
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Alexander J Schupper
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Alex Gometz
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Mark Lovell
- 2The Lovell Health Care Foundation, The Pittsburgh Foundation, Pittsburgh, Pennsylvania
| | - Tanvir Choudhri
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York; and
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Hannah TC, Li AY, Spiera Z, Kuohn L, Dai J, McAuley F, Ali M, Durbin JR, Dreher N, Marayati NF, Gometz A, Lovell M, Choudhri T. Sex-Related Differences in the Incidence, Severity, and Recovery of Concussion in Adolescent Student-Athletes Between 2009 and 2019. Am J Sports Med 2021; 49:1929-1937. [PMID: 33955795 DOI: 10.1177/03635465211008596] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The sex of an athlete is thought to modulate concussion incidence; however, the effects of sex on concussion severity and recovery are less clear. PURPOSE To evaluate sex differences in concussion severity and recovery using a large, heterogeneous sample of young student-athletes with the goal of understanding how sex affects concussion outcomes in young athletes. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS The Immediate Post-Concussion Assessment and Cognitive Testing results of 11,563 baseline and 5216 postinjury tests were used to calculate the incidence of concussion of adolescent male and female student-athletes ages 12 to 22 years (median, 15 years). The postinjury tests of 3465 male and 1751 female student-athletes evaluated for concussion or head trauma were used to assess differences in the Severity Index (SI) and recovery. Chi-square tests and t tests were used to compare differences in demographic characteristics, incidence, and SI between the 2 cohorts. Multivariable linear, logistic, and Cox proportional hazards regressions were used to control for differences between cohorts in analyses of incidence, SI, and recovery. RESULTS When we controlled for demographic differences, female participants had higher odds of concussion (odds ratio, 1.62; 95% CI, 1.40-1.86; P < .0001) and higher SI after concussion (β = 0.67; 95% CI, 0.02-1.32; P = .04). This discrepancy in SI was a result of differences in Symptom (2.40 vs 2.94; P < .0001) and Processing Speed (0.91 vs 1.06; P = .01) composite scores between male and female participants, respectively. We found no effect of sex on time to recovery when controlling for initial concussion SI (hazard ratio, 0.94; 95% CI, 0.78-1.12; P = .48). CONCLUSION Using large, multisport cohorts, this study provides evidence that female athletes are at higher risk for more concussions and these concussions are more severe, but male and female athletes have similar recovery times when the analysis controls for initial concussion SI.
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Affiliation(s)
- Theodore C Hannah
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Adam Y Li
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Zachary Spiera
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lindsey Kuohn
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jennifer Dai
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Fiona McAuley
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John R Durbin
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nickolas Dreher
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Naoum Fares Marayati
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alex Gometz
- Physical Medicine and Rehabilitation, Concussion Management of New York, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mark Lovell
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Tanvir Choudhri
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Investigation performed at Icahn School of Medicine at Mount Sinai, New York, New York, USA
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8
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Li AY, Schupper AJ, Quinones A, Shuman WH, Ali M, Hannah TC, Durbin JR, Dreher N, Spiera Z, Marayati NF, Gometz A, Lovell MR, Choudhri TF. Sport Contact Level Affects Post-Concussion Neurocognitive Performance in Young Athletes. Arch Clin Neuropsychol 2021; 37:19-29. [PMID: 33829227 DOI: 10.1093/arclin/acab021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/25/2021] [Accepted: 03/22/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Contact level affects the incidence of sports-related concussion. However, the effects of contact level on injury severity and recovery are less clear and are the focus of this study. METHOD Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) for athletes aged 12-22 was performed at baseline (n = 10,907 for 7,058 athletes), after suspected concussion determined by physicians or athletic trainers (n = 5,062 for 4,419 athletes), and during follow-up visits (n = 3,264 for 2,098 athletes). Athletes played contact/collision (CC), limited contact (LC), and noncontact (NC) sports. Injury incidence, severity, and recovery were measured using raw and change from baseline neurocognitive test scores. Comparisons between groups used univariate analysis and multivariable regression controlling for demographic variables. RESULTS Compared to CC athletes, LC and NC athletes showed decreased suspected concussion incidence. At initial post-injury testing, all neurocognitive test scores were similar between groups except changes from baseline for processing speed were improved for LC compared to CC athletes. Upon follow-up testing, raw neurocognitive scores were better for NC compared to the contact collision athletes in verbal memory, processing speed, total symptom score, migraine cluster, cognitive cluster, and neuropsychiatric cluster scores. For change from baseline scores, LC athletes exhibited better performance on verbal memory, processing speed, and reaction time but also showed higher neuropsychiatric scores than CC athletes. CONCLUSION Neurocognitive scores between contact levels were similar at the first post-injury test. However, follow up showed many improved scores and symptoms for limited and NC sports compared to CC sports, which may indicate faster recovery.
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Affiliation(s)
- Adam Y Li
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alexander J Schupper
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Addison Quinones
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - William H Shuman
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Theodore C Hannah
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John R Durbin
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nickolas Dreher
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Zachary Spiera
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Naoum Fares Marayati
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alex Gometz
- Concussion Management of New York, New York, NY, USA
| | - Mark R Lovell
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Tanvir F Choudhri
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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