1
|
Rioux M, Mamman R, Byworth MT, Panenka WJ, Howard AK, Perez DL, Schmidt J, Courchesne C, LeMoult J, Heran MKS, Silverberg ND. Pilot feasibility randomised controlled trial of cognitive-behavioural therapy for functional cognitive disorder after concussion. BMJ Neurol Open 2024; 6:e000666. [PMID: 39410977 PMCID: PMC11474702 DOI: 10.1136/bmjno-2024-000666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 09/13/2024] [Indexed: 10/19/2024] Open
Abstract
Background Functional cognitive disorder (FCD) may be common after a concussion, and no evidence-based treatment options are available. The current study evaluated the feasibility of a novel cognitive-behavioural therapy (CBT) protocol tailored to FCD after concussion. Methods Participants were randomised to CBT (n=11) or the current standard of care, cognitive rehabilitation (n=13). Both interventions consisted of eleven 50 min manualised videoconference sessions. CBT involved cognitive reappraisal and exposure-based strategies. Cognitive rehabilitation involved traditional memory compensation strategy training. Prespecified feasibility criteria were set for recruitment, perceived credibility, patient adherence, therapist protocol compliance and retention. The primary efficacy outcome was the Multifactorial Memory Questionnaire-Satisfaction (MMQ-S). The first five CBT completers completed a semistructured interview about their experience with the intervention. Results Most feasibility benchmarks were met, as 86% of invited patients consented, 96% of participants rated their intervention as credible, participants attended 96% of sessions, therapists covered all essential content in 94% of sessions and 100% of participants completed the post-treatment evaluation. Both groups improved on the MMQ-S. Post-treatment MMQ-S scores were similar between groups (Cohen's d=-0.05 (95% CI [-0.86, 0.75])). Two themes resulted from the qualitative data analysis, which highlighted aspects of the CBT interventions that participants valued. Implications This pilot trial supports the feasibility of CBT tailored to FCD after concussion and suggests that patients with FCD may benefit from either CBT or standard cognitive rehabilitation. A larger trial is needed to evaluate the efficacy of these interventions for FCD after concussion and potentially FCD in other clinical contexts. Trial registration number NCT05581810.
Collapse
Affiliation(s)
- Mathilde Rioux
- Department of Psychology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Rinni Mamman
- Graduate Program in Rehabilitation Sciences, Faculty of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
- GF Strong Rehabilitation Research Program, Centre for Aging SMART, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
| | - Miles T Byworth
- BC Neuropsychiatry Program, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Psychiatry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - William J Panenka
- BC Neuropsychiatry Program, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Psychiatry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Andrew K Howard
- BC Neuropsychiatry Program, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Psychiatry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - David L Perez
- Department of Neurology and Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Neurology and Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Julia Schmidt
- GF Strong Rehabilitation Research Program, Centre for Aging SMART, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
- Department of Occupational Science and Occupational Therapy, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Caitlin Courchesne
- Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Joelle LeMoult
- Department of Psychology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Manraj KS Heran
- Department of Radiology, The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
- Interventional Neuroradiology Diagnostic and Interventional Neuroradiology, Department of Radiology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Noah D Silverberg
- Department of Psychology, The University of British Columbia, Vancouver, British Columbia, Canada
- GF Strong Rehabilitation Research Program, Centre for Aging SMART, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
| |
Collapse
|
2
|
Faulkner JW, Snell DL, Siegert RJ. Rasch analysis of the depression anxiety stress scales-21 (DASS-21) in a mild traumatic brain injury sample. Brain Inj 2024:1-9. [PMID: 39374032 DOI: 10.1080/02699052.2024.2411297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 09/24/2024] [Accepted: 09/26/2024] [Indexed: 10/08/2024]
Abstract
OBJECTIVE In this study, we evaluated the psychometric properties of the Depression Anxiety Stress Scales 21 items (DASS-21) in a mild traumatic brain injury (mTBI) sample. METHOD Treatment-seeking adults (n = 347) were recruited from outpatient rehabilitation services in New Zealand. Dimensionality, reliability, person separation index, and differential item functioning (DIF) of the DASS-21 were examined using Rasch analysis. RESULTS Initial analysis of the complete 21-item DASS showed poor overall fit due to problems with individual items. Fit to the Rasch model was excellent when treated as three composite scores. The stress subscale demonstrated adequate model fit, dimensionality and good reliability. For anxiety, fit was not good, reliability was unsatisfactory and DIF was evident on one item. When this item was removed, fit to the model was still inadequate as was reliability. DIF was also evident for depression, but when this item was removed, fit to the model was adequate. CONCLUSION The DASS-21 is a psychometrically sound measure of distress and stress for adults seeking treatment following mTBI. Ordinal to interval score conversion tables are provided to increase the precision of measurement. When assessing depression in a mTBI population, a 6-item depression subscale is recommended. Caution is advised in using the DASS-21 anxiety subscale alone.
Collapse
Affiliation(s)
- Josh W Faulkner
- School of Psychology, Te Herenga Waka - Victoria University of Wellington, Wellington, New Zealand
| | - Deborah L Snell
- Orthopaedic Surgery & Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| | - R J Siegert
- School of Clinical Sciences, Auckland University of Technology, Auckland, New Zealand
| |
Collapse
|
3
|
Wyrwa JM, Hoffberg AS, Stearns-Yoder KA, Lantagne AC, Kinney AR, Reis DJ, Brenner LA. Predicting Recovery After Concussion in Pediatric Patients: A Meta-Analysis. Pediatrics 2024; 154:e2023065431. [PMID: 39183674 DOI: 10.1542/peds.2023-065431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 06/20/2024] [Accepted: 06/21/2024] [Indexed: 08/27/2024] Open
Abstract
CONTEXT Prognostic prediction models (PPMs) can help clinicians predict outcomes. OBJECTIVE To critically examine peer-reviewed PPMs predicting delayed recovery among pediatric patients with concussion. DATA SOURCES Ovid Medline, Embase, Ovid PsycInfo, Web of Science Core Collection, Cumulative Index to Nursing and Allied Health Literature, Cochrane Library, Google Scholar. STUDY SELECTION The study had to report a PPM for pediatric patients to be used within 28 days of injury to estimate risk of delayed recovery at 28 days to 1 year postinjury. Studies had to have at least 30 participants. DATA EXTRACTION The Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modeling Studies checklist was completed. RESULTS Six studies of 13 PPMs were included. These studies primarily reflected male patients in late childhood or early adolescence presenting to an emergency department meeting the Concussion in Sport Group concussion criteria. No study authors used the same outcome definition nor evaluated the clinical utility of a model. All studies demonstrated high risk of bias. Quality of evidence was best for the Predicting and Preventing Postconcussive Problems in Pediatrics (5P) clinical risk score. LIMITATIONS No formal PPM Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) process exists. CONCLUSIONS The 5P clinical risk score may be considered for clinical use. Rigorous external validations, particularly in other settings, are needed. The remaining PPMs require external validation. Lack of consensus regarding delayed recovery criteria limits these PPMs.
Collapse
Affiliation(s)
- Jordan M Wyrwa
- Departments of Physical Medicine & Rehabilitation
- Children's Hospital Colorado, Aurora, Colorado
| | - Adam S Hoffberg
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Suicide Prevention, Aurora, Colorado
| | - Kelly A Stearns-Yoder
- Departments of Physical Medicine & Rehabilitation
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Suicide Prevention, Aurora, Colorado
| | - Ann C Lantagne
- Departments of Physical Medicine & Rehabilitation
- Children's Hospital Colorado, Aurora, Colorado
| | - Adam R Kinney
- Departments of Physical Medicine & Rehabilitation
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Suicide Prevention, Aurora, Colorado
| | - Daniel J Reis
- Psychiatry
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Suicide Prevention, Aurora, Colorado
| | - Lisa A Brenner
- Departments of Physical Medicine & Rehabilitation
- Psychiatry
- Neurology, University of Colorado, Anschutz Medical Campus, Aurora, Colorado
| |
Collapse
|
4
|
Scheenen ME, van der Horn HJ, de Koning ME, van der Naalt J, Spikman JM. Identification of At-Risk Patients That Need More Intensive Treatment Following mTBI: Post-Hoc Insights From the UPFRONT-Study. J Head Trauma Rehabil 2024; 39:E372-E380. [PMID: 38453626 DOI: 10.1097/htr.0000000000000931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
OBJECTIVE To investigate which factors within an at-risk group make patients less likely to benefit from preventive treatment following mild traumatic brain injury (mTBI). SETTING Inclusion in 3 level I trauma centers in the Netherlands. Data collection through surveys as outpatients. PARTICIPANTS mTBI patients (18-66 years), reporting 3 or more complaints 2 weeks postinjury (at-risk status). Eighty-four patients included and randomized (39 patients cognitive behavioral therapy, 45 patients telephonic counseling). Eighty patients filled out the questionnaires 12 months postinjury. Post hoc analysis investigating 80 patients as 1 at-risk group receiving psychological treatment. DESIGN Post hoc study of a randomized controlled trial (RCT). Binomial logistic regression performed determining which variables 2 weeks postinjury contributed strongly to unsuccessful return to work/study (RTW) and unfavorable outcome at 12 months. MAIN MEASURES RTW and functional outcome as measured with the Glasgow Outcome Scale-Extended (GOSE) at 12 months postinjury. RESULTS Out of 80 patients, 43 (53.8%) showed a favorable functional outcome at 12 months, and 56 (70%) patients had a full RTW. Patients with unfavorable outcome had a higher age and higher reports of anxiety, depression at 2 weeks and 12 months postinjury. Patients with an unsuccessful RTW had a higher age and higher reports of depression, and posttraumatic stress disorder at 2 weeks and 12 months postinjury. A logistic regression model for functional outcome (GOSE) was statistically significant (χ² 7 = 40.30, P < .0001). Of 6 predictor variables, 3 were significant: anxiety, depression, and treatment condition. For RTW, logistic regression was also statistically significant (χ² 7 = 19.15, P = .008), with only 1 out of 6 predictor variables (ie, age) being significant. CONCLUSION Main findings comprise differences in demographic and psychological measures between patients with favorable and unfavorable outcomes and patients with RTW versus no RTW. Prediction models of outcome and RTW showed several psychological measures at 2 weeks greatly determining patients' likelihood benefitting from the preventive treatment. Results suggest that from the beginning there are some patients for whom a short preventive treatment is not sufficient. Selection and treatment of at-risk patients might be better based on psychological symptoms instead of posttraumatic complaints.
Collapse
Affiliation(s)
- Myrthe E Scheenen
- Author Affiliations: Departments of Neuropsychology (Dr Scheenen and Ms Spikman) and Neurology (Dr van der Horn and Ms van der Naalt), University of Groningen, University Medical Center Groningen, Groningen, Netherlands; and Department of Medical Psychology, Elisabeth-Tweesteden Hospital, Tilburg, Netherlands (Dr de Koning)
| | | | | | | | | |
Collapse
|
5
|
Faulkner JW, Callagher E, Snell D, Nielsen K, Cairncross M, Theadom A. Evaluation of a biopsychosocial education resource for mild traumatic brain injury: a mixed method exploratory study. Front Neurol 2024; 15:1429928. [PMID: 39268065 PMCID: PMC11390456 DOI: 10.3389/fneur.2024.1429928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 08/15/2024] [Indexed: 09/15/2024] Open
Abstract
Introduction Education is strongly advocated as a key component of treatment for mild traumatic brain injury (mTBI) in clinical guidelines. However, there is mixed evidence on the benefit of education. This study aimed to evaluate a new education resource for mTBI. CLARITY is a freely available animated video based on a biopsychosocial conceptualization of mTBI, explaining the complex psychological, environmental and biological mechanisms behind symptoms and recovery. Methods 24 adults with a history of mTBI participated in this mixed method study to examine prior experience of mTBI education and to evaluate CLARITY. Following viewing of the education video participants' were invited to engage in a semi-structured interview and to share their perceptions of it via an online anonymous questionnaire. Results Thematic analysis of semi-structured interviews revealed one overarching theme: education is the foundation of recovery. Participants emphasised the critical role of coherent education in facilitating understanding, engagement in rehabilitation, and positive expectations during recovery. However, the first subtheme was that existing foundations are weak. Participants' previous education was often limited in scope, inconsistent, and delivered in inaccessible ways. The second subtheme was that new foundations are stronger. Participants responded positively to CLARITY, highlighting its explanatory biopsychosocial approach, focus on mental health factors and accessible delivery methods as key strengths. Questionnaire responses revealed favourable endorsement of CLARITY's utility, comprehensibility and accessibility. Discussion Recommendations for minor refinements to CLARITY were provided and made, as well as for its use in health care services.
Collapse
Affiliation(s)
- Josh W Faulkner
- Te Herenga Waka-Victoria University of Wellington, Wellington, New Zealand
| | - Elise Callagher
- Te Herenga Waka-Victoria University of Wellington, Wellington, New Zealand
| | - Deborah Snell
- Department of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Kristopher Nielsen
- Te Herenga Waka-Victoria University of Wellington, Wellington, New Zealand
| | - Molly Cairncross
- Department of Psychology, Simon Fraser University, Burnaby, BC, Canada
| | - Alice Theadom
- TBI Network, Auckland University of Technology, Auckland, New Zealand
| |
Collapse
|
6
|
Papini MG, Avila AN, Fitzgerald M, Hellewell SC. Evidence for Altered White Matter Organization After Mild Traumatic Brain Injury: A Scoping Review on the Use of Diffusion Magnetic Resonance Imaging and Blood-Based Biomarkers to Investigate Acute Pathology and Relationship to Persistent Post-Concussion Symptoms. J Neurotrauma 2024. [PMID: 39096132 DOI: 10.1089/neu.2024.0039] [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: 08/04/2024] Open
Abstract
Mild traumatic brain injury (mTBI) is the most common form of traumatic brain injury. Post-concussive symptoms typically resolve after a few weeks although up to 20% of people experience these symptoms for >3 months, termed persistent post-concussive symptoms (PPCS). Subtle white matter (WM) microstructural damage is thought to underlie neurological and cognitive deficits experienced post-mTBI. Evidence suggests that diffusion magnetic resonance imaging (dMRI) and blood-based biomarkers could be used as surrogate markers of WM organization. We conducted a scoping review according to PRISMA-ScR guidelines, aiming to collate evidence for the use of dMRI and/or blood-based biomarkers of WM organization, in mTBI and PPCS, and document relationships between WM biomarkers and symptoms. We focused specifically on biomarkers of axonal or myelin integrity post-mTBI. Biomarkers excluded from this review therefore included the following: astroglial, perivascular, endothelial, and inflammatory markers. A literature search performed across four databases, EMBASE, Scopus, Google Scholar, and ProQuest, identified 100 records: 68 analyzed dMRI, 28 assessed blood-based biomarkers, and 4 used both. Blood biomarker studies commonly assessed axonal cytoskeleton proteins (i.e., tau); dMRI studies assessed measures of WM organization (i.e., fractional anisotropy). Significant biomarker alterations were frequently associated with heightened symptom burden and prolonged recovery time post-injury. These data suggest that dMRI and blood-based biomarkers may be useful proxies of WM organization, although few studies assessed these complementary measures in parallel, and the relationship between modalities remains unclear. Further studies are warranted to assess the benefit of a combined biomarker approach in evaluating alterations to WM organization after mTBI.
Collapse
Affiliation(s)
- Melissa G Papini
- Curtin Medical School, Faculty of Health Sciences, Curtin University, Perth, Australia
- Curtin Health Innovation Research Institute, Curtin University, Perth, Australia
- Perron Institute for Neurological and Translational Science, Perth, Australia
| | - André N Avila
- Curtin Medical School, Faculty of Health Sciences, Curtin University, Perth, Australia
- Curtin Health Innovation Research Institute, Curtin University, Perth, Australia
- Perron Institute for Neurological and Translational Science, Perth, Australia
| | - Melinda Fitzgerald
- Curtin Health Innovation Research Institute, Curtin University, Perth, Australia
- Perron Institute for Neurological and Translational Science, Perth, Australia
| | - Sarah C Hellewell
- Curtin Health Innovation Research Institute, Curtin University, Perth, Australia
- Perron Institute for Neurological and Translational Science, Perth, Australia
| |
Collapse
|
7
|
Lujan A, Lin K. Rehabilitation of Persistent Symptoms After Concussion. Phys Med Rehabil Clin N Am 2024; 35:535-546. [PMID: 38945649 DOI: 10.1016/j.pmr.2024.02.006] [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: 07/02/2024]
Abstract
Persistent symptoms following a mild traumatic brain injury are challenging to treat and pose a significant threat to community reintegration. Early recognition and intervention play a pivotal role in preventing the development of persistent symptoms by providing education that emphasizes clear recovery expectations and the high likelihood of full symptom resolution. We recommend early development of a personalized treatment plan, offering guidance on gradual return to activity and specific symptom-targeted treatments that may incorporate both pharmacologic and nonpharmacologic interventions.
Collapse
Affiliation(s)
- Ashley Lujan
- Department of Rehabilitation Medicine, South Texas VAHCS, 7400 Merton Minter, San Antonio, TX 78229, USA.
| | - Katherine Lin
- Department of Physical Medicine and Rehabilitation, Palo Alto VAMC, 3801 Miranda Avenue, Building 500, Palo Alto, CA 94304, USA
| |
Collapse
|
8
|
Bertò G, Rooks LT, Broglio SP, McAllister TA, McCrea MA, Pasquina PF, Giza C, Brooks A, Mihalik J, Guskiewicz K, Goldman J, Duma S, Rowson S, Port NL, Pestilli F. Diffusion tensor analysis of white matter tracts is prognostic of persisting post-concussion symptoms in collegiate athletes. Neuroimage Clin 2024; 43:103646. [PMID: 39106542 PMCID: PMC11347060 DOI: 10.1016/j.nicl.2024.103646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/15/2024] [Accepted: 07/19/2024] [Indexed: 08/09/2024]
Abstract
BACKGROUND AND OBJECTIVES After a concussion diagnosis, the most important issue for patients and loved ones is how long it will take them to recover. The main objective of this study is to develop a prognostic model of concussion recovery. This model would benefit many patients worldwide, allowing for early treatment intervention. METHODS The Concussion Assessment, Research and Education (CARE) consortium study enrolled collegiate athletes from 30 sites (NCAA athletic departments and US Department of Defense service academies), 4 of which participated in the Advanced Research Core, which included diffusion-weighted MRI (dMRI) data collection. We analyzed the dMRI data of 51 injuries of concussed athletes scanned within 48 h of injury. All athletes were cleared to return-to-play by the local medical staff following a standardized, graduated protocol. The primary outcome measure is days to clearance of unrestricted return-to-play. Injuries were divided into early (return-to-play < 28 days) and late (return-to-play >= 28 days) recovery based on the return-to-play clinical records. The late recovery group meets the standard definition of Persisting Post-Concussion Symptoms (PPCS). Data were processed using automated, state-of-the-art, rigorous methods for reproducible data processing using brainlife.io. All processed data derivatives are made available at https://brainlife.io/project/63b2ecb0daffe2c2407ee3c5/dataset. The microstructural properties of 47 major white matter tracts, 5 callosal, 15 subcortical, and 148 cortical structures were mapped. Fractional Anisotropy (FA) and Mean Diffusivity (MD) were estimated for each tract and structure. Correlation analysis and Receiver Operator Characteristic (ROC) analysis were then performed to assess the association between the microstructural properties and return-to-play. Finally, a Logistic Regression binary classifier (LR-BC) was used to classify the injuries between the two recovery groups. RESULTS The mean FA across all white matter volume was negatively correlated with return-to-play (r = -0.38, p = 0.00001). No significant association between mean MD and return-to-play was found, neither for FA nor MD for any other structure. The mean FA of 47 white matter tracts was negatively correlated with return-to-play (rμ = -0.27; rσ = 0.08; rmin = -0.1; rmax = -0.43). Across all tracts, a large mean ROC Area Under the Curve (AUCFA) of 0.71 ± 0.09 SD was found. The top classification performance of the LR-BC was AUC = 0.90 obtained using the 16 statistically significant white matter tracts. DISCUSSION Utilizing a free, open-source, and automated cloud-based neuroimaging pipeline and app (https://brainlife.io/docs/tutorial/using-clairvoy/), a prognostic model has been developed, which predicts athletes at risk for slow recovery (PPCS) with an AUC=0.90, balanced accuracy = 0.89, sensitivity = 1.0, and specificity = 0.79. The small number of participants in this study (51 injuries) is a significant limitation and supports the need for future large concussion dMRI studies and focused on recovery.
Collapse
Affiliation(s)
- Giulia Bertò
- Department of Psychology and Department of Neuroscience, Center for Perceptual Systems, Center for Learning and Memory, The University of Texas at Austin, Austin, TX, USA
| | - Lauren T Rooks
- Indiana University School of Optometry and Program in Neuroscience, Indiana University, Bloomington IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | | | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation at the Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Christopher Giza
- Pediatric Neurology, University of California, Los Angeles, CA, USA
| | - Alison Brooks
- Department of Orthopaedics and Rehabilitation, University of Wisconsin Madison, Madison WI, USA
| | - Jason Mihalik
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kevin Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Josh Goldman
- Family Medicine & Sports Medicine, UCLA Medical School, Los Angeles, CA, USA
| | - Stefan Duma
- Departmentl of Biomedical Engineering & Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Steven Rowson
- Departmentl of Biomedical Engineering & Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Nicholas L Port
- Indiana University School of Optometry and Program in Neuroscience, Indiana University, Bloomington IN, USA.
| | - Franco Pestilli
- Department of Psychology and Department of Neuroscience, Center for Perceptual Systems, Center for Learning and Memory, The University of Texas at Austin, Austin, TX, USA.
| |
Collapse
|
9
|
Miller RM, Dunn JA, O'Beirne GA, Whitney SL, Snell DL. Relationships between vestibular issues, noise sensitivity, anxiety and prolonged recovery from mild traumatic brain injury among adults: a scoping review. Brain Inj 2024; 38:607-619. [PMID: 38597651 DOI: 10.1080/02699052.2024.2337905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 03/28/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND We investigated the extent of literature and findings on relationships between vestibular issues, noise sensitivity (NS), and anxiety. We were interested in how relationships among these factors impacted adults' recovery three months or more after mild traumatic brain injury (mTBI). METHODS We conducted a scoping review to evaluate the extent of evidence linking relationships between vestibular issues, NS and anxiety with recovery after mTBI. Data relating to study characteristics and key findings were extracted and used to inform a critical narrative synthesis of findings. RESULTS After screening and full-text review, we included two studies. Both studies considered the combination of vestibular issues, NS and anxiety and mTBI recovery. Vestibular issues, NS and anxiety were all significantly associated with one another and their presence was the strongest indicator that symptoms would extend beyond three-months after mTBI. CONCLUSION Few studies have focused on the relationships that vestibular issues, NS and anxiety have with one another and recovery after mTBI. Given the apparent strong relationships between these factors and prolonged recovery, we highlight this as an area warranting further investigation.
Collapse
Affiliation(s)
- Rebekah M Miller
- Department of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| | - Jennifer A Dunn
- Department of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| | - Greg A O'Beirne
- School of Psychology, Speech and Hearing, University of Canterbury, Christchurch, New Zealand
- Eisdell Moore Centre for Hearing and Balance Research, Univeristy of Auckland, Auckland, New Zealand
| | - Susan L Whitney
- Department of Physical Therapy, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Deborah L Snell
- Department of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| |
Collapse
|
10
|
Lovette BC, Kanaya MR, Grunberg VA, McKinnon E, Vranceanu AM, Greenberg J. "Alone in the dark": A qualitative study of treatment experiences among young adults with a recent concussion and anxiety. Neuropsychol Rehabil 2024; 34:781-801. [PMID: 37497984 PMCID: PMC10818011 DOI: 10.1080/09602011.2023.2238950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/14/2023] [Indexed: 07/28/2023]
Abstract
PURPOSE Young adults with anxiety are vulnerable to developing persistent symptoms following concussions. In order to develop psychosocial interventions to prevent persistent post-concussion symptoms, we need to understand patients' 1) experiences with treatments offered by health care providers; 2) experiences with attempted concussion management strategies; and 3) needs after their injury. METHODS We conducted in-depth interviews with 17 young adults with recent (≤ 10 weeks) concussions who have at least mild anxiety (Generalized Anxiety Disorder Assessment-7 ≥ 5). We used a hybrid deductive-inductive approach to thematic analysis. RESULTS Findings provide insight into recommended treatments (e.g., active/avoidant strategies, accommodations, referrals), attempted strategies (e.g., lifestyle changes, pacing, relationships, acceptance-based coping skills), and patient needs (e.g., education, accommodations, referrals for cognitive and emotional skills). Participants frequently expressed that treatment recommendations were confusing and difficult to implement. They initiated non-prescribed strategies that helped promote recovery and expressed a desire for more interdisciplinary treatment and education on concussions. CONCLUSION Patients' perceptions of health care provider recommendations after concussions did not fully meet patients' perceived needs. Young adults with concussions and anxiety would benefit from more education, guidance, and psychosocial and rehabilitation services. Addressing these gaps may help align treatments with patients' needs and therefore help optimize their recovery.
Collapse
Affiliation(s)
- Brenda C. Lovette
- MGH Institute of Health Professions, Boston, MA, USA
- Center for Health Outcomes and Interdisciplinary Research
(CHOIR), Department of Psychiatry, Massachusetts General Hospital, Boston, MA,
USA
- Dr. Robert C. Cantu Concussion Center, Emerson Hospital,
Concord, MA, USA
| | - Millan R. Kanaya
- Center for Health Outcomes and Interdisciplinary Research
(CHOIR), Department of Psychiatry, Massachusetts General Hospital, Boston, MA,
USA
| | - Victoria A Grunberg
- Center for Health Outcomes and Interdisciplinary Research
(CHOIR), Department of Psychiatry, Massachusetts General Hospital, Boston, MA,
USA
- Harvard Medical School, Boston, MA, USA
- Division of Newborn Medicine, MassGeneral Hospital for
Children, Boston, MA, USA
| | - Ellen McKinnon
- Dr. Robert C. Cantu Concussion Center, Emerson Hospital,
Concord, MA, USA
| | - Ana-Maria Vranceanu
- Center for Health Outcomes and Interdisciplinary Research
(CHOIR), Department of Psychiatry, Massachusetts General Hospital, Boston, MA,
USA
- Harvard Medical School, Boston, MA, USA
| | - Jonathan Greenberg
- Center for Health Outcomes and Interdisciplinary Research
(CHOIR), Department of Psychiatry, Massachusetts General Hospital, Boston, MA,
USA
- Harvard Medical School, Boston, MA, USA
| |
Collapse
|
11
|
Déry J, Fortin-Bédard N, de Guise É, Lamontagne ME. " I hope it'll get better… in the end, it didn't really get better": a qualitative study of access to specialized rehabilitation services as experienced by adults with persistent MTBI symptoms. Disabil Rehabil 2024; 46:2414-2423. [PMID: 37332218 DOI: 10.1080/09638288.2023.2224084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 05/31/2023] [Accepted: 06/03/2023] [Indexed: 06/20/2023]
Abstract
PURPOSE Persistent symptoms experienced by adults following mild traumatic brain injury (mTBI) can significantly impact their daily activities. It is often difficult for them to access specialized rehabilitation services. The aim of this study is to explore this population's experience surrounding access to specialized rehabilitation services, including waiting time. MATERIALS AND METHODS This study used a qualitative phenomenological approach and was conducted using semi-structured interviews. Twelve adults with mTBI who had received specialized interdisciplinary rehabilitation services were recruited. The interviews focused on participants' recollection of their patient journey after injury, their perception of waiting, barriers and facilitators to access, and the impacts of these experiences on their condition. RESULTS Participants reported experiencing symptoms such as anxiety, depression, worry, sadness, and discouragement before accessing specialized services. They all agreed that they did not receive clear information about their recovery process or the health services available to them, which exacerbated their mental health symptoms. CONCLUSION The findings show that participants experienced uncertainty because they lacked information regarding recovery and access to health services after their injury. Education about symptoms and recovery, as well as emotional support for people with mTBI should be made available during the waiting period.
Collapse
Affiliation(s)
- Julien Déry
- Department of Rehabilitation, Université Laval, Québec, Canada
- Centre Interdisciplinaire de Recherche en Réadaptation et Intégration Sociale (Cirris), Québec, Canada
| | - Noémie Fortin-Bédard
- Department of Rehabilitation, Université Laval, Québec, Canada
- Centre Interdisciplinaire de Recherche en Réadaptation et Intégration Sociale (Cirris), Québec, Canada
| | - Élaine de Guise
- Department of Psychology, Université de Montréal, Montréal, Canada
- Research Institute of the McGill University Health Centre (RI-MUHC), Montréal, Canada
- Centre de Recherche Interdisciplinaire en Réadaptation du Montréal Métropolitain (CRIR), Montréal, Canada
| | - Marie-Eve Lamontagne
- Department of Rehabilitation, Université Laval, Québec, Canada
- Centre Interdisciplinaire de Recherche en Réadaptation et Intégration Sociale (Cirris), Québec, Canada
| |
Collapse
|
12
|
Biard A, Vaittinada Ayar P, Diallo A, Gatineau-Sailliant M, Lefevre C, Cogne M, Azouvi P, Faillot T, Decq P, Faillot M. Co-existence of depression and post-concussion syndrome one month after mild traumatic brain injury. Brain Inj 2024; 38:443-447. [PMID: 38385558 DOI: 10.1080/02699052.2024.2311338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 01/24/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Previous studies suggest an association between Post-concussion syndrome (PCS) and depression, both highly prevalent after mTBI. OBJECTIVE To assess the prevalence and risk-factors of depression among patients with PCS 1 month after mTBI. METHODS We prospectively screened 372 mTBI patients admitted in two academic Emergency Departments between 2017 and 2019. One month after mTBI, we administered the Rivermead Post-concussion symptoms Questionnaire (RPQ) and the Patient Health Questionnaire (PHQ-9) questionnaires over the telephone. PCS and depression were defined by RPQ ≥ 12 and PHQ-9 ≥ 10. Multivariate multinomial regression identified baseline factors associated with PCS and depression. RESULTS Two hundred and eight completed RPQ and PHQ-9. Forty-seven patients (22.5%) met criteria for PCS, among which 22 (46.8%) met criteria for depression (PCS+D+). Patients with PCS but without depression were less likely to present with an associated injury (Coefficient = -1.6, p = 0.047) and to report initial sadness (Coefficient = -2.5, p = 0.03). Initial sadness (Coefficient = -1.3, p = 0.047), associated injury (Coefficient = -1.9, p = 0.008), as well as initial nausea (Coefficient = -1.8, p = 0.002), and male sex (Coefficient = 1.8, p = 0.002), were associated with the absence of depression and PCS in comparison with PCS+D+ patients. CONCLUSION Among patients with PCS 1 month after mTBI, those with depression are more likely to present with initial sadness and with an associated injury.
Collapse
Affiliation(s)
- Adam Biard
- Neurosurgical Department, University of Paris, Greater Paris Hospitals (APHP), Beaujon University Hospital, Clichy, France
| | - Prabakar Vaittinada Ayar
- Emergency Department, Beaujon University Hospital, Greater Paris Hospitals APHP, Clichy, France
- UMR-S 942, INSERM, MASCOT
| | - Alhassane Diallo
- Epidemiology Department, Biostatistics and Clinical Research, Greater Paris Hospitals (APHP), Bichat University Hospital, Paris, France
| | - Maryame Gatineau-Sailliant
- Neurosurgical Department, University of Paris, Greater Paris Hospitals (APHP), Beaujon University Hospital, Clichy, France
| | - Clémence Lefevre
- Physical Medicine and Rehabilitation Department, Greater Paris Hospital (APHP), Raymond Poincare, Garches, France
| | - Mélanie Cogne
- Physical Medicine and Rehabilitation Department, Greater Paris Hospital (APHP), Raymond Poincare, Garches, France
| | - Philippe Azouvi
- Physical Medicine and Rehabilitation Department, Greater Paris Hospital (APHP), Raymond Poincare, Garches, France
| | - Thierry Faillot
- Neurosurgical Department, University of Paris, Greater Paris Hospitals (APHP), Beaujon University Hospital, Clichy, France
| | - Philippe Decq
- Neurosurgical Department, University of Paris, Greater Paris Hospitals (APHP), Beaujon University Hospital, Clichy, France
| | - Matthieu Faillot
- Neurosurgical Department, University of Paris, Greater Paris Hospitals (APHP), Beaujon University Hospital, Clichy, France
| |
Collapse
|
13
|
Porter KE, Stein MB, Grau PP, Kim HM, Powell C, Hoge CW, Venners MR, Smith ER, Martis B, Simon NM, Liberzon I, Rauch SAM. Impact of PTSD treatment on postconcussive symptoms in veterans: A comparison of sertraline, prolonged exposure, and their combination. J Psychiatr Res 2024; 173:64-70. [PMID: 38503135 DOI: 10.1016/j.jpsychires.2024.03.011] [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: 11/30/2023] [Revised: 02/29/2024] [Accepted: 03/07/2024] [Indexed: 03/21/2024]
Abstract
Many Veterans who served in Iraq and Afghanistan struggle with posttraumatic stress disorder (PTSD) and the effects of traumatic brain injuries (TBI). Some people with a history of TBI report a constellation of somatic, cognitive, and emotional complaints that are often referred to as postconcussive symptoms (PCS). Research suggests these symptoms may not be specific to TBI. This study examined the impact of PTSD treatment on PCS in combat Veterans seeking treatment for PTSD. As part of a larger randomized control trial, 198 Operation Iraqi Freedom, Operation Enduring Freedom, Operation New Dawn (OIF/OEF/OND) Veterans with PTSD received Prolonged Exposure Therapy, sertraline, or the combination. Potential deployment related TBI, PCS, PTSD and depression symptoms were assessed throughout treatment. Linear mixed models were used to predict PCS change over time across the full sample and treatment arms, and the association of change in PTSD and depression symptoms on PCS was also examined. Patterns of change for the full sample and the subsample of those who reported a head injury were examined. Results showed that PCS decreased with treatment. There were no significant differences across treatments. No significant differences were found in the pattern of symptom change based on TBI screening status. Shifts in PCS were predicted by change PTSD and depression. Results suggest that PCS reduced with PTSD treatment in this population and are related to shift in depression and PTSD severity, further supporting that reported PCS symptoms may be better understood as non-specific symptoms.
Collapse
Affiliation(s)
- Katherine E Porter
- Mental Health Service Line, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA; Department of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Mental Health Service Care VA San Diego Healthcare System, San Diego, CA, USA
| | - Peter P Grau
- Mental Health Service Line, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA; Department of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA; VA Serious Mental Illness Treatment Resource and Evaluation Center (SMITREC), Ann Arbor, MI, USA
| | - H Myra Kim
- University of Michigan, Consulting for Statistics, Computing and Analytics Research, Ann Arbor, MI, USA
| | - Corey Powell
- University of Michigan, Consulting for Statistics, Computing and Analytics Research, Ann Arbor, MI, USA
| | - Charles W Hoge
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Margaret R Venners
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Healthcare System, Menlo, Park, CA, USA; Research Service Line, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Erin R Smith
- Mental Health Service Line, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA; Department of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Brian Martis
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Mental Health Service Care VA San Diego Healthcare System, San Diego, CA, USA
| | - Naomi M Simon
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Israel Liberzon
- Department of Psychiatry & Behavioral Science, Texas A&M Health, Bryan, TX, USA
| | - Sheila A M Rauch
- Research Service Line, Atlanta VA Medical Center, Decatur, GA, USA; Mental Health Service Line, Atlanta VA Medical Center, Decatur, GA, USA; Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
14
|
Clarke GJB, Skandsen T, Zetterberg H, Follestad T, Einarsen CE, Vik A, Mollnes TE, Pischke SE, Blennow K, Håberg AK. Longitudinal Associations Between Persistent Post-Concussion Symptoms and Blood Biomarkers of Inflammation and CNS-Injury After Mild Traumatic Brain Injury. J Neurotrauma 2024; 41:862-878. [PMID: 38117157 DOI: 10.1089/neu.2023.0419] [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: 12/21/2023] Open
Abstract
The aim of our study was to investigate the biological underpinnings of persistent post-concussion symptoms (PPCS) at 3 months following mild traumatic brain injury (mTBI). Patients (n = 192, age 16-60 years) with mTBI, defined as Glasgow Coma Scale (GCS) score between 13 and 15, loss of consciousness (LOC) <30 min, and post-traumatic amnesia (PTA) <24 h were included. Blood samples were collected at admission (within 72 h), 2 weeks, and 3 months. Concentrations of blood biomarkers associated with central nervous system (CNS) damage (glial fibrillary acidic protein [GFAP], neurofilament light [NFL], and tau) and inflammation (interferon gamma [IFNγ], interleukin [IL]-8, eotaxin, macrophage inflammatory protein-1-beta [MIP]-1β, monocyte chemoattractant protein [MCP]-1, interferon-gamma-inducible protein [IP]-10, IL-17A, IL-9, tumor necrosis factor [TNF], basic fibroblast growth factor [FGF]-basic platelet-derived growth factor [PDGF], and IL-1 receptor antagonist [IL-1ra]) were obtained. Demographic and injury-related factors investigated were age, sex, GCS score, LOC, PTA duration, traumatic intracranial finding on magnetic resonance imaging (MRI; within 72 h), and extracranial injuries. Delta values, that is, time-point differences in biomarker concentrations between 2 weeks minus admission and 3 months minus admission, were also calculated. PPCS was assessed with the British Columbia Post-Concussion Symptom Inventory (BC-PSI). In single variable analyses, longer PTA duration and a higher proportion of intracranial findings on MRI were found in the PPCS group, but no single biomarker differentiated those with PPCS from those without. In multi-variable models, female sex, longer PTA duration, MRI findings, and lower GCS scores were associated with increased risk of PPCS. Inflammation markers, but not GFAP, NFL, or tau, were associated with PPCS. At admission, higher concentrations of IL-8 and IL-9 and lower concentrations of TNF, IL-17a, and MCP-1 were associated with greater likelihood of PPCS; at 2 weeks, higher IL-8 and lower IFNγ were associated with PPCS; at 3 months, higher PDGF was associated with PPCS. Higher delta values of PDGF, IL-17A, and FGF-basic at 2 weeks compared with admission, MCP-1 at 3 months compared with admission, and TNF at 2 weeks and 3 months compared with admission were associated with greater likelihood of PPCS. Higher IL-9 delta values at both time-point comparisons were negatively associated with PPCS. Discriminability of individual CNS-injury and inflammation biomarkers for PPCS was around chance level, whereas the optimal combination of biomarkers yielded areas under the curve (AUCs) between 0.62 and 0.73. We demonstrate a role of biological factors on PPCS, including both positive and negative effects of inflammation biomarkers that differed based on sampling time-point after mTBI. PPCS was associated more with acute inflammatory processes, rather than ongoing inflammation or CNS-injury biomarkers. However, the modest discriminative ability of the models suggests other factors are more important in the development of PPCS.
Collapse
Affiliation(s)
- Gerard Janez Brett Clarke
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Toril Skandsen
- Department of Neuromedicine and Movement Sciences, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- UK Dementia Research Institute at UCL, University College London, London, United Kingdom
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Turid Follestad
- Department of Clinical and Molecular Medicine, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Clinical Research Unit Central Norway, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Cathrine Elisabeth Einarsen
- Department of Neuromedicine and Movement Sciences, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Anne Vik
- Department of Neuromedicine and Movement Sciences, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Department of Neurosurgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Tom Eirik Mollnes
- Department of Immunology, Department of Anesthesiology and Intensive Care Medicine, Oslo University Hospital and University of Oslo, Oslo, Norway
- Center of Molecular Inflammation Research, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Søren Erik Pischke
- Department of Immunology, Department of Anesthesiology and Intensive Care Medicine, Oslo University Hospital and University of Oslo, Oslo, Norway
- Clinic for Emergencies and Critical Care, Department of Anesthesiology and Intensive Care Medicine, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Asta Kristine Håberg
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Department of Clinical and Molecular Research, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| |
Collapse
|
15
|
Kersivien C, Doumit A, Gascoigne M, Wearne TA. The protective role of resilience in the reporting of post-concussive symptoms within a non-clinical sample. Clin Neuropsychol 2024; 38:668-682. [PMID: 37731324 DOI: 10.1080/13854046.2023.2256949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 09/04/2023] [Indexed: 09/22/2023]
Abstract
Objective: Despite being common following a brain injury, post-concussive symptoms (PCS) are highly prevalent in healthy and non-concussed individuals. Psychosocial factors likely subserve the maintenance of symptoms, and numerous studies have identified prominent risk factors associated with post-concussive symptom reporting (e.g. history of depression). However, few studies have investigated protective factors in this context. The aim of the current study was to examine the relationship between resilience and PCS, and to identify the factors subserving resilience within this relationship. Method: Healthy and non-concussed participants (n = 283, Mage = 22.70 years) completed questionnaires examining PCS (Rivermead Post-Concussion Symptom Questionnaire) and resilience (Resilience Scale for Adults), together with a screener of background demographic/clinical factors. Results: Resilience negatively predicted PCS above and beyond the effect of demographic and clinical factors previously implicated in the reporting of PCS. Interestingly, heightened "perception of self" was the resilience factor uniquely associated with PCS symptoms. The final model accounted for 33% of the variance in PCS. Overall, female gender, a history of headaches, and diagnoses of ADHD and depression, and reduced "perception of self" were all predictive of greater PCS (ps < .05). Conclusion: Resilience, particularly perception of self, is a positive protective factor in the reporting of PCS. These findings highlight the importance of early identification of less resilient individuals following trauma-such as an mTBI and provide a potential rationale for the incorporation of resilience-based rehabilitation programs into the recovery process, particularly those that promote greater self-efficacy and self-competency.
Collapse
Affiliation(s)
| | - Adam Doumit
- School of Psychology, Western Sydney University, Sydney, Australia
| | | | - Travis A Wearne
- School of Psychology, Western Sydney University, Sydney, Australia
| |
Collapse
|
16
|
D'Lauro C, Register-Mihalik JK, Meier TB, Kerr ZY, Knight K, Broglio SP, Leeds D, Lynall RC, Kroshus E, McCrea MA, McAllister TW, Schmidt JD, Master C, McGinty G, Jackson JC, Cameron KL, Buckley T, Kaminski T, Mihalik JP. Optimizing Concussion Care Seeking: Connecting Care-Seeking Behaviors and Neurophysiological States Through Blood Biomarkers. Am J Sports Med 2024; 52:801-810. [PMID: 38340366 DOI: 10.1177/03635465231221782] [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] [Indexed: 02/12/2024]
Abstract
BACKGROUND Timely and appropriate medical care after concussion presents a difficult public health problem. Concussion identification and treatment rely heavily on self-report, but more than half of concussions go unreported or are reported after a delay. If incomplete self-report increases exposure to harm, blood biomarkers may objectively indicate this neurobiological dysfunction. PURPOSE/HYPOTHESIS The purpose of this study was to compare postconcussion biomarker levels between individuals with different previous concussion diagnosis statuses and care-seeking statuses. It was hypothesized that individuals with undiagnosed concussions and poorer care seeking would show altered biomarker profiles. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS Blood samples were collected from 287 military academy cadets and collegiate athletes diagnosed with concussion in the Advanced Research Core of the Concussion Assessment, Research and Education Consortium. The authors extracted each participant's self-reported previous concussion diagnosis status (no history, all diagnosed, ≥1 undiagnosed) and whether they had delayed or immediate symptom onset, symptom reporting, and removal from activity after the incident concussion. The authors compared the following blood biomarkers associated with neural injury between previous concussion diagnosis status groups and care-seeking groups: glial fibrillary acidic protein, ubiquitin c-terminal hydrolase-L1 (UCH-L1), neurofilament light chain (NF-L), and tau protein, captured at baseline, 24 to 48 hours, asymptomatic, and 7 days after unrestricted return to activity using tests of parallel profiles. RESULTS The undiagnosed previous concussion group (n = 21) had higher levels of NF-L at 24- to 48-hour and asymptomatic time points relative to all diagnosed (n = 72) or no previous concussion (n = 194) groups. For those with delayed removal from activity (n = 127), UCH-L1 was lower at 7 days after return to activity than that for athletes immediately removed from activity (n = 131). No other biomarker differences were observed. CONCLUSION Individuals with previous undiagnosed concussions or delayed removal from activity showed some different biomarker levels after concussion and after clinical recovery, despite a lack of baseline differences. This may indicate that poorer care seeking can create neurobiological differences in the concussed brain.
Collapse
Affiliation(s)
- Christopher D'Lauro
- Department of Behavioral Sciences and Leadership, United States Air Force Academy, Colorado Springs, Colorado, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Johna K Register-Mihalik
- Matthew Gfeller Center & STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Zachary Yukio Kerr
- Matthew Gfeller Center & STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Kristen Knight
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Steven P Broglio
- University of Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Daniel Leeds
- Computer and Information Sciences, Fordham University, New York, New York, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Robert C Lynall
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Emily Kroshus
- University of Washington, Department of Pediatrics & Seattle Children's Research Institute, Center for Child Health, Behavior, and Development, Seattle, Washington, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Julianne D Schmidt
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Christina Master
- Division of Orthopedics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Gerald McGinty
- United States Air Force Academy, Colorado Springs, Colorado, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Jonathan C Jackson
- United States Air Force Academy, Colorado Springs, Colorado, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Kenneth L Cameron
- Keller Army Hospital, United States Military Academy, West Point, New York, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Thomas Buckley
- Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Thomas Kaminski
- Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| | - Jason P Mihalik
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at University of Georgia, Athens, Georgia, USA
| |
Collapse
|
17
|
Roberts SD, Champigny C, Feldman SJ, Flora DB, Wojtowicz M. Screening for Anxiety and Depression Symptoms Using Concussion Symptom Scales Among Varsity Athletes. Clin J Sport Med 2024; 34:105-111. [PMID: 37584442 DOI: 10.1097/jsm.0000000000001181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 07/09/2023] [Indexed: 08/17/2023]
Abstract
OBJECTIVE This study examined associations between Sport Concussion Assessment Tool-5 (SCAT-5) symptom reporting and gold-standard measures of anxiety and depression, and explored the utility SCAT-5 symptom subscales to identify anxiety and depression symptomology. DESIGN Prospective cross-sectional study. SETTING York University in Toronto, Canada. PARTICIPANTS Preseason data were collected for varsity athletes (N = 296) aged between 17 and 25 years ( M = 20.01 years, SD = 1.69 years; 52% male). MAIN OUTCOME MEASURES The SCAT-5 symptom evaluation scale was used to assess baseline symptoms. The Generalized Anxiety Disorder Index-7 (GAD-7) and Patient Health Questionnaire-9 (PHQ-9) were used to assess symptoms of anxiety and depression, respectively. RESULTS Endorsement of SCAT-5 symptoms of feeling anxious, sadness, irritability, and feeling more emotional had the strongest correlations with the GAD-7 ( r' s > 0.400; P' s < 0.001). Sadness, trouble falling asleep, concentration problems, feeling slowed down, anxious, irritability, mental fog, fatigue, and memory problems had the highest correlations with the PHQ-9 ( r' s >0 .400; P' s < 0.001). The Emotional subscale from the SCAT-5 predicted mild to severe anxiety on the GAD-7 ( P < 0.001). The Sleep, Cognitive, and Emotional subscales predicted mild to severe depression on the PHQ-9 ( P' s < 0.05). CONCLUSIONS These findings provide better delineation of symptoms endorsed on the SCAT-5 symptoms that aid in identification of athletes with symptoms of anxiety or depression who may be at risk for developing a clinical disorder or experiencing persistent symptoms after a concussion.
Collapse
|
18
|
Boyapati RM, Nehrbas J, Yarboro SR, Hadeed MM. Traumatic brain injury is common and undertreated in the orthopaedic trauma population. Injury 2024; 55:111325. [PMID: 38241955 DOI: 10.1016/j.injury.2024.111325] [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: 11/15/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 01/21/2024]
Abstract
INTRODUCTION Traumatic brain injuries (TBIs) can be difficult to diagnose and are often marginalized when compared to more obvious physical injuries. Despite this, recognition and early treatment can lead to improved outcomes. Even mild TBIs have the potential to cause significant long-term consequences for patients, which may affect their physical recovery from orthopaedic injuries. The objective of this study was to examine the incidence and treatment of TBI within the orthopaedic trauma population. METHODS Inclusion criteria were all patients presenting after an acute trauma with an orthopaedic surgery consult over a continuous 3 month timeframe (n = 187). A retrospective review was completed at an academic tertiary referral trauma center. The primary outcome was the rate of TBI. Secondary outcomes included rate of TBI listed as a discharge diagnosis and rate of follow up plan. Several secondary variables were noted and their associations with TBI evaluated. RESULTS 27 % of the 187 patients had an acute TBI. 61 % of TBI patients had the diagnosis listed in their discharge summary. 6 % had a follow up plan. The positive TBI group was associated with more high energy injuries (p = 0.032), average limbs involved (p = 0.007), upper extremity injury (p < 0.001), bilateral lower extremity injury (p = 0.004), and Injury Severity Score (p < 0.001). 82 % of patients with an acute TBI had an occupational therapy consult and 39 % had a neurosurgery consult. 24 % of patients with a TBI were admitted to the orthopaedic primary service. CONCLUSIONS Patients presenting after an acute trauma with orthopaedic injuries have high rates of TBI, but low rates of diagnosis and treatment. This lack of diagnosis and treatment can negatively impact recovery from orthopaedic injuries. Orthopaedic providers should be aware of the diagnostic criteria and initial treatment steps for TBI to ensure prompt and effective treatment, which has been shown to improve outcomes.
Collapse
Affiliation(s)
- Rohan M Boyapati
- University of Virginia, Department of Orthopaedic Surgery, Charlottesville, VA, United States
| | - Jill Nehrbas
- University of Virginia, Department of Orthopaedic Surgery, Charlottesville, VA, United States
| | - Seth R Yarboro
- University of Virginia, Department of Orthopaedic Surgery, Charlottesville, VA, United States
| | - Michael M Hadeed
- University of Virginia, Department of Orthopaedic Surgery, Charlottesville, VA, United States.
| |
Collapse
|
19
|
Kureshi S, Mendizabal M, Francis J, Djalilian HR. Conservative Management of Acute Sports-Related Concussions: A Narrative Review. Healthcare (Basel) 2024; 12:289. [PMID: 38338173 PMCID: PMC10855441 DOI: 10.3390/healthcare12030289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/09/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
This review explores the application of the conservative management model for pain to sports-related concussions (SRCs), framing concussions as a distinct form of pain syndrome with a pathophysiological foundation in central sensitization. Drawing parallels with proven pain management models, we underscore the significance of a proactive approach to concussion management. Recognizing concussions as a pain syndrome allows for the tailoring of interventions in alignment with conservative principles. This review first covers the epidemiology and controversies surrounding prolonged concussion recovery and persistent post-concussion symptoms (PPCS). Next, the pathophysiology of concussions is presented within the central sensitization framework, emphasizing the need for early intervention to mitigate the neuroplastic changes that lead to heightened pain sensitivity. Five components of the central sensitization process specific to concussion injuries are highlighted as targets for conservative interventions in the acute period: peripheral sensitization, cerebral metabolic dysfunction, neuroinflammation, glymphatic system dysfunction, and pain catastrophizing. These proactive interventions are emphasized as pivotal in accelerating concussion recovery and reducing the risk of prolonged symptoms and PPCS, in line with the philosophy of conservative management.
Collapse
Affiliation(s)
- Sohaib Kureshi
- Neurosurgical Medical Clinic, San Diego, CA 92111, USA
- TBI Virtual, San Diego, CA 92111, USA
| | | | | | - Hamid R. Djalilian
- TBI Virtual, San Diego, CA 92111, USA
- Departments of Otolaryngology, Neurological Surgery, and Biomedical Engineering, University of California, Irvine, CA 92697, USA
| |
Collapse
|
20
|
Boyko M, Gruenbaum BF, Oleshko A, Merzlikin I, Zlotnik A. Diet's Impact on Post-Traumatic Brain Injury Depression: Exploring Neurodegeneration, Chronic Blood-Brain Barrier Destruction, and Glutamate Neurotoxicity Mechanisms. Nutrients 2023; 15:4681. [PMID: 37960334 PMCID: PMC10649677 DOI: 10.3390/nu15214681] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 10/31/2023] [Accepted: 11/01/2023] [Indexed: 11/15/2023] Open
Abstract
Traumatic brain injury (TBI) has a profound impact on cognitive and mental functioning, leading to lifelong impairment and significantly diminishing the quality of life for affected individuals. A healthy blood-brain barrier (BBB) plays a crucial role in guarding the brain against elevated levels of blood glutamate, making its permeability a vital aspect of glutamate regulation within the brain. Studies have shown the efficacy of reducing excess glutamate in the brain as a treatment for post-TBI depression, anxiety, and aggression. The purpose of this article is to evaluate the involvement of dietary glutamate in the development of depression after TBI. We performed a literature search to examine the effects of diets abundant in glutamate, which are common in Asian populations, when compared to diets low in glutamate, which are prevalent in Europe and America. We specifically explored these effects in the context of chronic BBB damage after TBI, which may initiate neurodegeneration and subsequently have an impact on depression through the mechanism of chronic glutamate neurotoxicity. A glutamate-rich diet leads to increased blood glutamate levels when contrasted with a glutamate-poor diet. Within the context of chronic BBB disruption, elevated blood glutamate levels translate to heightened brain glutamate concentrations, thereby intensifying neurodegeneration due to glutamate neurotoxicity.
Collapse
Affiliation(s)
- Matthew Boyko
- Department of Anesthesiology and Critical Care, Soroka University Medical Center, Ben-Gurion of the Negev, Beer-Sheva 84101, Israel
| | - Benjamin F Gruenbaum
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Anna Oleshko
- Department of Biology and Methods of Teaching Biology, A. S. Makarenko Sumy State Pedagogical University, Sumy 40002, Ukraine
| | - Igor Merzlikin
- Department of Biology and Methods of Teaching Biology, A. S. Makarenko Sumy State Pedagogical University, Sumy 40002, Ukraine
| | - Alexander Zlotnik
- Department of Anesthesiology and Critical Care, Soroka University Medical Center, Ben-Gurion of the Negev, Beer-Sheva 84101, Israel
| |
Collapse
|
21
|
Itälinna V, Kaltiainen H, Forss N, Liljeström M, Parkkonen L. Using normative modeling and machine learning for detecting mild traumatic brain injury from magnetoencephalography data. PLoS Comput Biol 2023; 19:e1011613. [PMID: 37943963 PMCID: PMC10662745 DOI: 10.1371/journal.pcbi.1011613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 11/21/2023] [Accepted: 10/18/2023] [Indexed: 11/12/2023] Open
Abstract
New biomarkers are urgently needed for many brain disorders; for example, the diagnosis of mild traumatic brain injury (mTBI) is challenging as the clinical symptoms are diverse and nonspecific. EEG and MEG studies have demonstrated several population-level indicators of mTBI that could serve as objective markers of brain injury. However, deriving clinically useful biomarkers for mTBI and other brain disorders from EEG/MEG signals is hampered by the large inter-individual variability even across healthy people. Here, we used a multivariate machine-learning approach to detect mTBI from resting-state MEG measurements. To address the heterogeneity of the condition, we employed a normative modeling approach and modeled MEG signal features of individual mTBI patients as deviations with respect to the normal variation. To this end, a normative dataset comprising 621 healthy participants was used to determine the variation in power spectra across the cortex. In addition, we constructed normative datasets based on age-matched subsets of the full normative data. To discriminate patients from healthy control subjects, we trained support-vector-machine classifiers on the quantitative deviation maps for 25 mTBI patients and 20 controls not included in the normative dataset. The best performing classifier made use of the full normative data across the entire age and frequency ranges. This classifier was able to distinguish patients from controls with an accuracy of 79%. Inspection of the trained model revealed that low-frequency activity in the theta frequency band (4-8 Hz) is a significant indicator of mTBI, consistent with earlier studies. The results demonstrate the feasibility of using normative modeling of MEG data combined with machine learning to advance diagnosis of mTBI and identify patients that would benefit from treatment and rehabilitation. The current approach could be applied to a wide range of brain disorders, thus providing a basis for deriving MEG/EEG-based biomarkers.
Collapse
Affiliation(s)
- Veera Itälinna
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Aalto, Finland
| | - Hanna Kaltiainen
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Aalto, Finland
- Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, Neurology, University of Helsinki, Helsinki, Finland
| | - Nina Forss
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Aalto, Finland
- Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, Neurology, University of Helsinki, Helsinki, Finland
| | - Mia Liljeström
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Aalto, Finland
- BioMag Laboratory, HUS Medical Imaging Center, Helsinki University Hospital, Helsinki, Finland
| | - Lauri Parkkonen
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Aalto, Finland
- Aalto NeuroImaging, Aalto University School of Science, Aalto, Finland
| |
Collapse
|
22
|
Faulkner JW, Theadom A, Snell DL, Williams MN. Network analysis applied to post-concussion symptoms in two mild traumatic brain injury samples. Front Neurol 2023; 14:1226367. [PMID: 37545717 PMCID: PMC10398392 DOI: 10.3389/fneur.2023.1226367] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 06/29/2023] [Indexed: 08/08/2023] Open
Abstract
Objective A latent disease explanation cannot exclusively explain post-concussion symptoms after mild traumatic brain injury (mTBI). Network analysis offers an alternative form of explanation for relationships between symptoms. The study aimed to apply network analysis to post-concussion symptoms in two different mTBI cohorts; an acute treatment-seeking sample and a sample 10 years post-mTBI. Method The treatment-seeking sample (n = 258) were on average 6 weeks post-injury; the 10 year post mTBI sample (n = 193) was derived from a population-based incidence and outcomes study (BIONIC). Network analysis was completed on post-concussion symptoms measured using the Rivermead Post-Concussion Questionnaire. Results In the treatment-seeking sample, frustration, blurred vision, and concentration difficulties were central to the network. These symptoms remained central in the 10 year post mTBI sample. A Network Comparison Test revealed evidence of a difference in network structure across the two samples (p = 0.045). However, the only symptoms that showed significant differences in strength centrality across samples were irritability and restlessness. Conclusion The current findings suggest that frustration, blurred vision and concentration difficulties may have an influential role in the experience and maintenance of post-concussion symptoms. The impact of these symptoms may remain stable over time. Targeting and prioritising the management of these symptoms may be beneficial for mTBI rehabilitation.
Collapse
Affiliation(s)
- Josh W. Faulkner
- Te Herenga Waka – Victoria University of Wellington, Wellington, New Zealand
| | - Alice Theadom
- TBI Network, Auckland University of Technology, Auckland, New Zealand
| | | | | |
Collapse
|
23
|
Malik S, Alnaji O, Malik M, Gambale T, Farrokhyar F, Rathbone MP. Inflammatory cytokines associated with mild traumatic brain injury and clinical outcomes: a systematic review and meta-analysis. Front Neurol 2023; 14:1123407. [PMID: 37251220 PMCID: PMC10213278 DOI: 10.3389/fneur.2023.1123407] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 04/26/2023] [Indexed: 05/31/2023] Open
Abstract
Mild traumatic brain injuries (mTBIs) trigger a neuroinflammatory response, which leads to perturbations in the levels of inflammatory cytokines, resulting in a distinctive profile. A systematic review and meta-analysis were conducted to synthesize data related to levels of inflammatory cytokines in patients with mTBI. The electronic databases EMBASE, MEDLINE, and PUBMED were searched from January 2014 to December 12, 2021. A total of 5,138 articles were screened using a systematic approach based on the PRISMA and R-AMSTAR guidelines. Of these articles, 174 were selected for full-text review and 26 were included in the final analysis. The results of this study demonstrate that within 24 hours, patients with mTBI have significantly higher levels of Interleukin-6 (IL-6), Interleukin-1 Receptor Antagonist (IL-1RA), and Interferon-γ (IFN-γ) in blood, compared to healthy controls in majority of the included studies. Similarly one week following the injury, patients with mTBI have higher circulatory levels of Monocyte Chemoattractant Protein-1/C-C Motif Chemokine Ligand 2 (MCP-1/CCL2), compared to healthy controls in majority of the included studies. The results of the meta-analysis also confirmed these findings by demonstrating significantly elevated blood levels of IL-6, MCP-1/CCL2, and Interleukin-1 beta (IL-1β) in the mTBI population compared to healthy controls (p < 0.0001), particularly in the acute stages (<7 days). Furthermore, it was found that IL-6, Tumor Necrosis Factor-alpha (TNF-α), IL-1RA, IL-10, and MCP-1/CCL2 were associated with poor clinical outcomes following the mTBI. Finally, this research highlights the lack of consensus in the methodology of mTBI studies that measure inflammatory cytokines in the blood, and also provides direction for future mTBI research.
Collapse
Affiliation(s)
- Shazia Malik
- Neurosciences Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Omar Alnaji
- Faculty of Life Sciences, McMaster University, Hamilton, ON, Canada
| | - Mahnoor Malik
- Bachelor of Health Sciences Program, McMaster University, Hamilton, ON, Canada
| | - Teresa Gambale
- Division of Neurology, Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Forough Farrokhyar
- Department of Surgery and Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Michel P. Rathbone
- Division of Neurology, Department of Medicine, McMaster University, Hamilton, ON, Canada
| |
Collapse
|
24
|
Kemp AM, O'Brien KH, Wallace T. Reconceptualizing Recovery After Concussion: A Phenomenological Exploration of College Student Experiences. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:867-882. [PMID: 36108288 DOI: 10.1044/2022_ajslp-22-00076] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
PURPOSE Typical measures of recovery from concussion-such as symptom scales, neurocognitive testing, or exertion measures-may not capture individualized experiences of concussion. This report examines how college students with concussion interact with and consider their recovery. METHOD Sixteen college students who sustained concussions while in college completed 40- to 75-min semistructured interviews. All were enrolling to become mentors in a peer mentoring program for students with concussion. Questions addressed experiences as a college student with concussion, life changes following concussion, and role of peers in recovery. Using phenomenological reduction, analysis focused on the phenomenon of recovery and motivation for participation in a mentoring program. RESULTS Two main themes were found: (a) What Recovery Looks Like and (b) Gaining Perspective, Learning to Cope and Adapting to Change. Thirteen participants denied the label of "recovered" even though all had been deemed recovered and discharged from medical care. Instead, two subthemes emerged within What Recovery Looks Like: Ongoing Recovery and Reconceptualizing Recovery. Perceptions of recovery were influenced by effort, capacity, and resilience. In the second theme, students described strategies, resources, and supports used to cope with their injuries; most commonly used was emotion-focused coping. CONCLUSIONS College students with concussion consider recovery as an ongoing process rather than a dichotomized condition. Student experiences may not be reflected in commonly used symptom scales or objective assessments. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.21084925.
Collapse
Affiliation(s)
- Amy M Kemp
- Department of Communication Sciences and Special Education, University of Georgia, Athens
| | - Katy H O'Brien
- Department of Communication Sciences and Special Education, University of Georgia, Athens
| | - Tracey Wallace
- SHARE Military Initiative at Shepherd Center, Crawford Research Institute, Complex Concussion Clinic, Atlanta, GA
| |
Collapse
|
25
|
Diffusion-Weighted Imaging in Mild Traumatic Brain Injury: A Systematic Review of the Literature. Neuropsychol Rev 2023; 33:42-121. [PMID: 33721207 DOI: 10.1007/s11065-021-09485-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 02/09/2021] [Indexed: 12/14/2022]
Abstract
There is evidence that diffusion-weighted imaging (DWI) is able to detect tissue alterations following mild traumatic brain injury (mTBI) that may not be observed on conventional neuroimaging; however, findings are often inconsistent between studies. This systematic review assesses patterns of differences in DWI metrics between those with and without a history of mTBI. A PubMed literature search was performed using relevant indexing terms for articles published prior to May 14, 2020. Findings were limited to human studies using DWI in mTBI. Articles were excluded if they were not full-length, did not contain original data, if they were case studies, pertained to military populations, had inadequate injury severity classification, or did not report post-injury interval. Findings were reported independently for four subgroups: acute/subacute pediatric mTBI, acute/subacute adult mTBI, chronic adult mTBI, and sport-related concussion, and all DWI acquisition and analysis methods used were included. Patterns of findings between studies were reported, along with strengths and weaknesses of the current state of the literature. Although heterogeneity of sample characteristics and study methods limited the consistency of findings, alterations in DWI metrics were most commonly reported in the corpus callosum, corona radiata, internal capsule, and long association pathways. Many acute/subacute pediatric studies reported higher FA and lower ADC or MD in various regions. In contrast, acute/subacute adult studies most commonly indicate lower FA within the context of higher MD and RD. In the chronic phase of recovery, FA may remain low, possibly indicating overall demyelination or Wallerian degeneration over time. Longitudinal studies, though limited, generally indicate at least a partial normalization of DWI metrics over time, which is often associated with functional improvement. We conclude that DWI is able to detect structural mTBI-related abnormalities that may persist over time, although future DWI research will benefit from larger samples, improved data analysis methods, standardized reporting, and increasing transparency.
Collapse
|
26
|
Snell DL, Faulkner JW, Williman JA, Silverberg ND, Theadom A, Surgenor LJ, Hackney J, Siegert RJ. Fear avoidance and return to work after mild traumatic brain injury. Brain Inj 2023; 37:541-550. [PMID: 36856140 DOI: 10.1080/02699052.2023.2180663] [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: 02/24/2023]
Abstract
OBJECTIVES Fear avoidance is associated with symptom persistence after mild traumatic brain injury (mTBI). In this study, we investigated whether fear avoidance was associated with other outcomes such as return to work-related activity (RTW). MATERIALS AND METHODS We analyzed associations between fear avoidance and RTW 6-9 months after mTBI, in two merged prospective mTBI cohorts. Adult participants aged 16 or over (n=175), presenting to outpatient services in New Zealand within 3 months of their injury, who were engaged in work-related activity at the time of injury, were included. Participants completed the Fear Avoidance Behavior after Traumatic Brain Injury (FAB-TBI) questionnaire at enrollment and 6 months later. Associations between FAB-TBI scores and RTW outcome were analyzed using multivariate approaches. RESULTS Overall, 53% of participants had RTW by 6-9 months after mTBI. While early fear avoidance was weakly associated with RTW, persistent high fear avoidance between study assessments or increasing avoidance with time were associated with greater odds of still being off work 6-9 months after injury. CONCLUSIONS Pervasive and increasing avoidance of symptom triggers after mTBI were associated with lower rates of RTW 6-9 months after mTBI. Further research is needed to better understand transition points along the recovery trajectory where fear avoidance behaviors fade or increase after mTBI.
Collapse
Affiliation(s)
- Deborah L Snell
- Department of Orthopedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| | - Josh W Faulkner
- School of Psychology, Te Herenga Waka-Victoria University of Wellington, Wellington, New Zealand
| | | | - Noah D Silverberg
- Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Alice Theadom
- TBI Network, Department of Psychology, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Lois J Surgenor
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | | | - Richard J Siegert
- TBI Network, Department of Psychology, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
| |
Collapse
|
27
|
de Neeling M, Liessens D, Depreitere B. Relationship between psychosocial and psychiatric risk factors and poor long-term outcome following mild traumatic brain injury: A systematic review. Eur J Neurol 2023; 30:1540-1550. [PMID: 36708085 DOI: 10.1111/ene.15713] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/21/2022] [Accepted: 01/07/2023] [Indexed: 01/29/2023]
Abstract
BACKGROUND AND PURPOSE Mild traumatic brain injury (mTBI) has an estimated worldwide incidence of >60 million per year, and long-term persistent postconcussion symptoms (PPCS) are increasingly recognized as being predicted by psychosocial variables. Patients at risk for PPCS may be amenable to closer follow-up to treat modifiable symptoms and prevent chronicity. In this regard, similarities seem to exist with psychosocial risk factors for chronicity in other health-related conditions. However, as opposed to other conditions, no screening instruments exist for mTBI. METHODS A systematic search of the literature on psychological and psychiatric predictors of long-term symptoms in mTBI was performed by two independent reviewers using PubMed, Embase, and Web of Science. RESULTS Fifty papers were included in the systematic analysis. Anxiety, depressive symptoms, and emotional distress early after injury predict PPCS burden and functional outcome up to 1 year after injury. In addition, coping styles and preinjury psychiatric disorders and mental health also correlate with PPCS burden and functional outcome. Associations between PPCS and personality and beliefs were reported, but either these effects were small or evidence was limited. CONCLUSIONS Early psychological and psychiatric factors may negatively interact with recovery potential to increase the risk of chronicity of PPCS burden after mTBI. This opens opportunities for research on screening tools and early intervention in patients at risk.
Collapse
Affiliation(s)
| | - Dirk Liessens
- Saint Camillus Psychiatric Center, Bierbeek, Belgium
| | | |
Collapse
|
28
|
Faulkner JW. The incidence and severity of symptoms similiar to peristing concussion symptoms in neurologically healthy individuals in aotearoa New Zealand. JOURNAL OF CONCUSSION 2023. [DOI: 10.1177/20597002231160959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023] Open
Abstract
The non-specificity of persisting concussion symptoms (PCS) following concussion can make treatment and rehabilitation a complex and challenging endeavour for clinicians. International studies have demonstrated that in neurologically healthy individuals similar symptoms also exist. This study aimed to examine the presence and frequency of symptoms similar to PCS in neurologically healthy adults in Aotearoa New Zealand and compare these to PCS following concussion. 252 neurologically healthy adults (34.22 years); completed the Rivermead Post-Concussion Questionnaire (RPQ). Scores on this measure were evaluated and compared with 146 individuals who were at least three months post-injury (34.62 years). 25.79% (n = 65) of the neurologically healthy individuals had scores on the RPQ of ≥16. Fatigue was the most commonly endorsed symptom (67.9%), followed by sleep disturbances (59.9%). Certain demographic factors (age, education history and gender) were associated with higher endorsement but only on specific symptoms. The concussion group had significantly higher scores on the RPQ and significantly more individuals with PCS. However, at the individual item level, just over half of PCS symptoms were significantly higher in the concussion group. These symptoms were predominately neurological, with only forgetfulness and irritability significantly different between the concussion and neurologically healthy groups. Symptoms similar to PCS are prevalent in neurologically healthy individuals in Aotearoa New Zealand. The implications of these findings on the rehabilitation and management of PCS are discussed.
Collapse
|
29
|
Jobin K, Wang M, du Plessis S, Silverberg ND, Debert CT. The importance of screening for functional neurological disorders in patients with persistent post-concussion symptoms. NeuroRehabilitation 2023; 53:199-208. [PMID: 37638460 DOI: 10.3233/nre-237002] [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: 08/29/2023]
Abstract
BACKGROUND Functional neurological disorder (FND) may commonly co-occur with persistent symptoms following a psychological trauma or physical injury such as concussion. OBJECTIVE To explore the occurrence of FND in a population with persistent post-concussion symptoms (PPCS) and the associations between FND and depression as well as anxiety in participants with PPCS. METHODS Sixty-three individuals with PPCS presenting to a specialized brain injury clinic completed the following questionnaires: screening for somatoform disorder conversion disorder subscale (SOM-CD), Rivermead post-concussion symptom questionnaire (RPQ), patient health questionnaire-9 (PHQ-9), and generalized anxiety disorder questionnaire- 7 (GAD-7). Both multiple linear regression and logistic regression were conducted to evaluate the relationship between questionnaires and adjust for covariates. RESULTS We found that total RPQ score (βˆ= 0.27; 95% CI = [0.16, 0.38]), GAD-7 score (βˆ= 0.71; 95% CI = [0.50, 0.92]) and PHQ-9 score (βˆ= 0.54; 95% CI = [0.32, 0.76]) were positively associated with SOM-CD score individually, after consideration of other covariates. Participants meeting the criteria for severe FND symptoms were 4.87 times more likely to have high PPCS symptom burden (95% CI = [1.57, 22.84]), 8.95 times more likely to have severe anxiety (95% CI = [3.31, 35.03]) and 4.11 times more likely to have severe depression symptom burden (95% CI = [1.77, 11.53]). CONCLUSION The findings of this study indicate an association between FND and post-concussion symptoms as well as an association between FND and symptoms of depression and anxiety in patients with PPCS. Patients with PPCS should be screened for FND to provide a more targeted treatment approach that includes somatic-focused interventions.
Collapse
Affiliation(s)
- Kaiden Jobin
- Department of Clinical Neurosciences, Cumming School of Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | - Meng Wang
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Sané du Plessis
- Department of Clinical Neurosciences, Cumming School of Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | - Noah D Silverberg
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada
| | - Chantel T Debert
- Department of Clinical Neurosciences, Cumming School of Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
30
|
Tallus J, Mohammadian M, Kurki T, Roine T, Posti JP, Tenovuo O. A comparison of diffusion tensor imaging tractography and constrained spherical deconvolution with automatic segmentation in traumatic brain injury. Neuroimage Clin 2023; 37:103284. [PMID: 36502725 PMCID: PMC9758569 DOI: 10.1016/j.nicl.2022.103284] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 10/20/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022]
Abstract
Detection of microstructural white matter injury in traumatic brain injury (TBI) requires specialised imaging methods, of which diffusion tensor imaging (DTI) has been extensively studied. Newer fibre alignment estimation methods, such as constrained spherical deconvolution (CSD), are better than DTI in resolving crossing fibres that are ubiquitous in the brain and may improve the ability to detect microstructural injuries. Furthermore, automatic tract segmentation has the potential to improve tractography reliability and accelerate workflow compared to the manual segmentation commonly used. In this study, we compared the results of deterministic DTI based tractography and manual tract segmentation with CSD based probabilistic tractography and automatic tract segmentation using TractSeg. 37 participants with a history of TBI (with Glasgow Coma Scale 13-15) and persistent symptoms, and 41 healthy controls underwent deterministic DTI-based tractography with manual tract segmentation and probabilistic CSD-based tractography with TractSeg automatic segmentation.Fractional anisotropy (FA) and mean diffusivity of corpus callosum and three bilateral association tracts were measured. FA and MD values derived from both tractography methods were generally moderately to strongly correlated. CSD with TractSeg differentiated the groups based on FA, while DTI did not. CSD and TractSeg-based tractography may be more sensitive in detecting microstructural changes associated with TBI than deterministic DTI tractography. Additionally, CSD with TractSeg was found to be applicable at lower b-value and number of diffusion-encoding gradients data than previously reported.
Collapse
Affiliation(s)
- Jussi Tallus
- Turku Brain Injury Center, Department of Clinical Neurosciences, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland; Department of Radiology, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland.
| | - Mehrbod Mohammadian
- Turku Brain Injury Center, Department of Clinical Neurosciences, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland
| | - Timo Kurki
- Turku Brain Injury Center, Department of Clinical Neurosciences, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland; Department of Radiology, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland
| | - Timo Roine
- Turku Brain and Mind Center, University of Turku, Turku FI-20014, Finland; Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Rakentajanaukio 2 C, Espoo 02150, Finland
| | - Jussi P Posti
- Turku Brain Injury Center, Department of Clinical Neurosciences, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland; Neurocenter, Department of Neurosurgery, Turku University Hospital, University of Turku, Hämeentie 11, Turku FI-20521, Finland
| | - Olli Tenovuo
- Turku Brain Injury Center, Department of Clinical Neurosciences, University of Turku and Turku University Hospital, Hämeentie 11, Turku FI-20521, Finland
| |
Collapse
|
31
|
Mucha A, Pardini JE, Herring SA, Murphy J, Elbin RJ, Bauer RM, Schmidt JD, Resch JE, Broshek DK. Persisting symptoms after concussion: Considerations for active treatment. PM R 2022; 15:663-673. [PMID: 36507616 DOI: 10.1002/pmrj.12931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 11/04/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022]
Affiliation(s)
- Anne Mucha
- UPMC Centers for Rehab Services, UPMC Sports Medicine Concussion Program, Pittsburgh, Pennsylvania, USA
| | - Jamie E Pardini
- Departments of Internal Medicine and Neurology, University of Arizona College of Medicine-Phoenix, Phoenix, Arizona, USA
| | - Stanley A Herring
- Departments of Rehabilitation Medicine, Orthopaedics and Sports Medicine and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | - Justin Murphy
- Department of Neurology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - R J Elbin
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, Arkansas, USA
| | - Russell M Bauer
- Department of Clinical & Health Psychology, University of Florida Department of Clinical & Health Psychology, Gainesville, Florida, USA
| | - Julianne D Schmidt
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA
| | - Jacob E Resch
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
| | - Donna K Broshek
- Department of Psychiatry & Neurobehavioral Sciences, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| |
Collapse
|
32
|
Broshek DK, Pardini JE, Herring SA. Persisting symptoms after concussion: Time for a paradigm shift. PM R 2022; 14:1509-1513. [PMID: 36152344 PMCID: PMC10087676 DOI: 10.1002/pmrj.12884] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 07/13/2022] [Accepted: 07/25/2022] [Indexed: 01/01/2023]
Affiliation(s)
- Donna K. Broshek
- Department of Psychiatry and Neurobehavioral SciencesUniversity of Virginia School of MedicineCharlottesvilleVirginiaUSA
| | | | - Stanley A. Herring
- Department of Rehabilitation MedicineUniversity of WashingtonSeattleWashingtonUSA
| |
Collapse
|
33
|
Lambert M, Sheldrake E, Deneault AA, Wheeler A, Burke M, Scratch S. Depressive Symptoms in Individuals With Persistent Postconcussion Symptoms: A Systematic Review and Meta-Analysis. JAMA Netw Open 2022; 5:e2248453. [PMID: 36574246 PMCID: PMC9857135 DOI: 10.1001/jamanetworkopen.2022.48453] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
IMPORTANCE Approximately 15% to 30% of individuals with a history of concussion present with persistent postconcussion symptoms (PPCS). Individuals with PPCS are at greater risk of experiencing depressive symptoms. OBJECTIVE To synthesize the association between depressive symptoms and PPCS in children, adolescents, and adults via meta-analysis and to investigate potential moderators of that association. DATA SOURCES Systematic search of Ovid Medline, CINAHL, PsycInfo, and Embase from 1995 to January 2022 was performed. Additionally, references from included studies were hand-searched to ensure relevant articles were captured in the search. STUDY SELECTION Studies that involved participants who experienced PPCS and quantified depressive symptoms were included. The definition of PPCS was limited to physician-diagnosed or self-reported concussion, with symptoms lasting for a minimum of 4 weeks postinjury. Two authors independently screened all articles to determine study eligibility. DATA EXTRACTION AND SYNTHESIS Study characteristics were extracted independently by 2 trained investigators. Study data were meta-analyzed using a random-effects meta-analysis. EXPOSURE PPCS. MAIN OUTCOMES AND MEASURES The the primary outcome was depressive symptoms. RESULTS Data were extracted from 18 studies with a total of 9101 participants. Of the 18 studies, all were cohort studies, and 13 (72%) comprised adult populations. The mean (SD) time since concussion was 21.3 (18.7) weeks. After accounting for potential publication bias, the random-effects meta-analysis found a significant positive association between PPCS and depressive symptoms, (odds ratio, 4.56; 95% CI, 2.82-7.37; P < .001). There were no significant moderators, likely due to the small number of studies included. CONCLUSIONS AND RELEVANCE In this meta-analysis, experiencing PPCS was associated with a higher risk of experiencing depressive symptoms. There are several important clinical and health policy implications of the findings. Most notably, the development of strategies for effective prevention and earlier intervention to optimize mental health recovery following a concussion should be supported.
Collapse
Affiliation(s)
- Maude Lambert
- School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
- Bloorview Research Institute, Toronto, Ontario, Canada
| | - Elena Sheldrake
- Bloorview Research Institute, Toronto, Ontario, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | | | - Anne Wheeler
- Neuroscience and Mental Health Program, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Matthew Burke
- Neuropsychiatry Program, Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Shannon Scratch
- Bloorview Research Institute, Toronto, Ontario, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
34
|
Riegler KE, Fink S, Guty ET, Echemendia RJ, Arnett PA, Merritt VC. APOE & BDNF polymorphisms interact to affect memory performance at baseline in adolescent athletes. Child Neuropsychol 2022:1-13. [PMID: 36268760 DOI: 10.1080/09297049.2022.2136368] [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: 10/24/2022]
Abstract
Although several single-nucleotide polymorphisms have been associated with cognitive functioning in a variety of healthy and clinical samples, the influence of gene × gene interactions on cognition is poorly understood. The purpose of this study was to examine interactive relationships between apolipoprotein E (APOE) and brain-derived neurotrophic factor (BDNF) polymorphisms on cognitive functioning in a sample of healthy adolescent athletes. Participants of this cross-sectional study included 78 student-athletes (52.6% male; age: M = 13.31, SD = 1.23). Athletes completed the Immediate Post-Concussion and Cognitive Testing (ImPACT) computerized battery at baseline. APOE and BDNF genotypes were determined with buccal samples (APOE ε4+: n = 26; APOE ε4-: n = 52; BDNF Met+: n = 23; BDNF Met-: n = 55). Two-way analyses of variance (ANOVAs) were used to evaluate the associations among APOE (ε4+ vs. ε4-) and BDNF (Met+ vs. Met-) genotypes and the ImPACT cognitive composites and two-factor model. No main effects were observed for either APOE or BDNF genotypes across the cognitive outcomes. However, there was a significant APOE × BDNF genotype interaction for the verbal (p=.009, ηp2=.091) and visual (p = .012, ηp2=.082) memory composites and the memory factor (p = .001, ηp2=.133), such that ε4+/Met+ carriers demonstrated poorer performance relative to other allele combinations. No significant interactions were observed for the visual motor speed (p = .263, ηp2=.017) or reaction time (p = .825, ηp2=.001) composites or the speed factor (p = .205, ηp2=.022). Our findings suggest an important relationship between APOE and BDNF genotypes on verbal and visual memory performance in healthy adolescent athletes. Clinicians may use this information to offer individualized concussion management based on individual athlete characteristics related to genetics and cognition.
Collapse
Affiliation(s)
- Kaitlin E Riegler
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA.,Psychology Service, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Shayna Fink
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Erin T Guty
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA.,Mental Health Service, VA Maryland Healthcare System, Baltimore, MD, USA
| | - Ruben J Echemendia
- Concussion Care Clinic, University Orthopedics Center, State College, PA, USA
| | - Peter A Arnett
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Victoria C Merritt
- Research Service, VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, CA, USA.,Center of Excellence for Stress and Mental Health, VASDHS, San Diego, CA, USA
| |
Collapse
|
35
|
Le Sage N, Chauny JM, Berthelot S, Archambault P, Neveu X, Moore L, Boucher V, Frenette J, De Guise É, Ouellet MC, Lee J, McRae AD, Lang E, Émond M, Mercier É, Tardif PA, Swaine B, Cameron P, Perry JJ. Post-Concussion Symptoms Rule: Derivation and Validation of a Clinical Decision Rule for Early Prediction of Persistent Symptoms after a Mild Traumatic Brain Injury. J Neurotrauma 2022; 39:1349-1362. [PMID: 35765917 PMCID: PMC9529302 DOI: 10.1089/neu.2022.0026] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Mild traumatic brain injury (mTBI) is a common problem. Depending on diagnostic criteria, 13 to 62% of those patients develop persistent post-concussion symptoms (PPCS). The main objective of this prospective multi-center study is to derive and validate a clinical decision rule (CDR) for the early prediction of PPCS. Patients aged ≥14 years were included if they presented to one of our seven participating emergency departments (EDs) within 24 h of an mTBI. Clinical data were collected in the ED, and symptom evolution was assessed at 7, 30 and 90 days post-injury using the Rivermead Post-Concussion Questionnaire (RPQ). The primary outcome was PPCS at 90 days after mTBI. A predictive model called the Post-Concussion Symptoms Rule (PoCS Rule) was developed using the methodological standards for CDR. Of the 1083 analyzed patients (471 and 612 for the derivation and validation cohorts, respectively), 15.6% had PPCS. The final model included the following factors assessed in the ED: age, sex, history of prior TBI or mental health disorder, headache in ED, cervical sprain and hemorrhage on computed tomography. The 7-day follow-up identified additional risk factors: headaches, sleep disturbance, fatigue, sensitivity to light, and RPQ ≥21. The PoCS Rule had a sensitivity of 91.4% and 89.6%, a specificity of 53.8% and 44.7% and a negative predictive value of 97.2% and 95.8% in the derivation and validation cohorts, respectively. The PoCS Rule will help emergency physicians quickly stratify the risk of PPCS in mTBI patients and better plan post-discharge resources.
Collapse
Affiliation(s)
- Natalie Le Sage
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
- VITAM-Centre de recherche en santé durable, Université Laval, Québec, Canada
| | - Jean-Marc Chauny
- Department of Emergency Medicine, Université de Montréal, Quebec, Canada
| | - Simon Berthelot
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Patrick Archambault
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Xavier Neveu
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Lynne Moore
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Valérie Boucher
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Jérôme Frenette
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Élaine De Guise
- Department of Emergency Medicine, McGill University, Québec, Canada
| | | | - Jacques Lee
- Department of Emergency Medicine, University of Toronto, Ontario, Canada
| | - Andrew D. McRae
- Department of Emergency Medicine, University of Calgary, Alberta, Canada
| | - Eddy Lang
- Department of Emergency Medicine, University of Calgary, Alberta, Canada
| | - Marcel Émond
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Éric Mercier
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | | | - Bonnie Swaine
- Department of Emergency Medicine, Université de Montréal, Quebec, Canada
| | - Peter Cameron
- Department of Epidemiology and Preventive Medicine, Monash University Melbourne, Victoria, Australia
| | - Jeffrey J. Perry
- Department of Emergency Medicine, Ottawa Hospital Research Institute, Ontario, Canada
| |
Collapse
|
36
|
Crumlish L, Wallace SJ, Copley A, Rose TA. Exploring the measurement of pediatric cognitive-communication disorders in traumatic brain injury research: A scoping review. Brain Inj 2022; 36:1207-1227. [PMID: 36303459 DOI: 10.1080/02699052.2022.2111026] [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: 01/19/2023]
Abstract
OBJECTIVE To synthesize information about the constructs measured, measurement instruments used, and the timing of assessment of cognitive-communication disorders (CCDs) in pediatric traumatic brain injury (TBI) research. METHODS AND PROCEDURES Scoping review conducted in alignment with Arksey and O'Malley's five-stage methodological framework and reported per the PRISMA extension for Scoping Reviews. Inclusion criteria: (a) cohort description, case-control, and treatment studies; (b) participants with TBI aged 5-18 years; (c) communication or psychosocial outcomes; and (d) English full-text journal articles. The first author reviewed all titles, abstracts, and full-text articles; 10% were independently reviewed. OUTCOMES AND RESULTS Following screening, a total of 687 articles were included and 919 measurement instruments, measuring 2134 unique constructs, were extracted. The Child Behavior Checklist was the most used measurement instrument and 'Global Outcomes/Recovery' was the construct most frequently measured. The length of longitudinal monitoring ranged between ≤3 months and 16 years. CONCLUSIONS AND IMPLICATIONS We found considerable heterogeneity in the constructs measured, the measurement instruments used, and the timing of CCD assessment in pediatric TBI research. A consistent approach to measurement may support clinical decision-making and the efficient use of data beyond individual studies in systematic reviews and meta-analyses.
Collapse
Affiliation(s)
- Lauren Crumlish
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Sarah J Wallace
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia.,Queensland Aphasia Research Centre, Australia
| | - Anna Copley
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Tanya A Rose
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia.,Queensland Aphasia Research Centre, Australia
| |
Collapse
|
37
|
Nguyen JVK, McKay A, Ponsford J, Davies K, Makdissi M, Drummond SPA, Reyes J, Willmott C. Interdisciplinary Rehabilitation for Concussion Recovery (i-RECOveR): protocol of an investigator-blinded, randomised, case series with multiple baseline design to evaluate the feasibility and preliminary efficacy of a 12-week treatment for persistent post-concussion symptoms. Pilot Feasibility Stud 2022; 8:198. [PMID: 36064489 PMCID: PMC9441831 DOI: 10.1186/s40814-022-01153-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 08/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Up to 25% of concussed individuals experience persistent post-concussion symptoms (PPCSs) which may interfere with the return to pre-injury activities and cause significant stress. Given that multiple etiological factors are thought to contribute to PPCSs, an interdisciplinary approach is recommended. This pilot study aims to primarily investigate the feasibility of a novel interdisciplinary treatment for PPCSs. Given this intervention is novel, uncertainty exists in terms of potential recruitment and retention rates, adverse events, and treatment adherence and fidelity. These factors will be explored to inform the feasibility of a phase-2 randomised controlled trial. Preliminary efficacy of this intervention will also be explored. METHODS Fifteen individuals with mild traumatic brain injury and PPCSs will receive up to 12 weeks of interdisciplinary treatments including psychology, physiotherapy, and medical interventions. Primary feasibility outcomes including data on recruitment and retention rates and treatment adherence will be explored descriptively. The cognitive therapy rating scale will be used to assess treatment fidelity. A single-case series with multiple baseline design will be used to explore preliminary efficacy. Participants will be randomly assigned to baseline phases of 2, 4, or 6 weeks. Regarding patient-centred secondary outcomes, the Rivermead Post-Concussion Symptoms Questionnaire will be assessed three times a week during baseline and treatment phases. Secondary outcomes also include measures of mood, sleep and fatigue, physical functioning, return to activity, and health-related quality of life. Patient-centred outcomes will be assessed at baseline, pretreatment, post-treatment, and one- and three-month follow-up. Thematic analysis of participant experiences will be explored through qualitative interviews. DISCUSSION Results from this trial will inform the feasibility and preliminary efficacy of this interdisciplinary concussion intervention and whether proceeding to a future definitive phase-2 randomised controlled trial is worthwhile. Understanding the end-user perspective of the treatment will also enable modifications to the treatment protocol for future trials to best suit the needs of individuals with PPCSs after mTBI. Outcomes from this trial can be directly translated into community rehabilitation programmes. TRIAL REGISTRATION ANZCTR, ACTRN12620001111965. Registered 27 October 2020, https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=379118.
Collapse
Affiliation(s)
- Jack V K Nguyen
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia
| | - Adam McKay
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia.,Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
| | - Jennie Ponsford
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia.,Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
| | - Katie Davies
- Neurological Rehabilitation Group, Melbourne, Australia
| | - Michael Makdissi
- Olympic Park Sports Medicine Centre, Melbourne, Australia.,Australian Football League, AFL House, 140 Harbour Esplanade, Docklands, Melbourne, VIC, 3008, Australia
| | - Sean P A Drummond
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia
| | - Jonathan Reyes
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia.,Australian Football League, AFL House, 140 Harbour Esplanade, Docklands, Melbourne, VIC, 3008, Australia
| | - Catherine Willmott
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, GPO Box 1449, Melbourne, VIC, 3001, Australia. .,Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia. .,Australian Football League, AFL House, 140 Harbour Esplanade, Docklands, Melbourne, VIC, 3008, Australia.
| |
Collapse
|
38
|
Faulkner JW, Snell DL, Theadom A. Psychological flexibility moderates the influence of fear avoidance on outcomes after mild traumatic brain injury. Brain Inj 2022; 36:991-999. [PMID: 35950285 DOI: 10.1080/02699052.2022.2109747] [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: 11/02/2022]
Abstract
OBJECTIVES Psychological factors contribute to poorer long-term outcomes following mild traumatic brain injury (mTBI); however, the exact psychological mechanisms that underly this relationship are not well understood. This study examined the relationship between psychological flexibility, fear avoidance, and outcomes over the first 6 months after mTBI. METHOD Adults with mTBI-completed measures of psychological flexibility, fear avoidance, post-concussion symptoms, and functional status at baseline (<3 months post-injury; N = 152), and 3-month (N = 133) and 6-month follow-up (N = 102). A conceptually derived moderation-mediation analysis was used to test the mediating effect of fear avoidance on post-concussion symptoms and functional outcomes, and the moderating effects of psychological flexibility on fear avoidance. RESULTS Fear avoidance had a significant indirect effect on the relationship between post-concussion symptoms and functional status across all three time points. Psychological flexibility was found to significantly moderate these effects. Only low levels of psychological flexibility had a significant influence on the mediating effects of high fear avoidance on functional status at 6-month follow-up. CONCLUSIONS Psychological flexibility may influence mTBI recovery by exerting an influence on fear avoidance. These initial findings provide a potential theoretical explanation of how fear avoidance can become maladaptive with time after mTBI.
Collapse
Affiliation(s)
- Josh W Faulkner
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Deborah L Snell
- Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago, Christchurch, New Zealand
| | - Alice Theadom
- TBI Network, Auckland University of Technology, Northcote, Australia
| |
Collapse
|
39
|
Rivera D, Greving S, Arango-Lasprilla JC, von Steinbuechel N, Zeldovich M. Comparability of (Post-Concussion) Symptoms across Time in Individuals after Traumatic Brain Injury: Results from the CENTER-TBI Study. J Clin Med 2022; 11:jcm11144090. [PMID: 35887853 PMCID: PMC9322034 DOI: 10.3390/jcm11144090] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/10/2022] [Accepted: 07/13/2022] [Indexed: 02/04/2023] Open
Abstract
Post-concussion symptoms often occur after TBI, persist and cause disabilities. The Rivermead Post-Concussion Symptoms Questionnaire (RPQ) is widely used in this population, but little is known about the comparability of the symptoms over time, i.e., longitudinal measurement invariance (MI). The objectives of this study were to analyze the longitudinal MI of RPQ symptoms from three to twelve months after TBI and to find factors related to RPQ symptoms. The study involved 1023 individuals after TBI who took part in the Collaborative European NeuroTrauma Effectiveness Research in TBI (CENTER-TBI) study and completed the RPQ at three, six and twelve months post-injury. Longitudinal confirmatory factor analysis showed that the three-factor structure (somatic, emotional and cognitive) remains stable within one year after TBI. Linear mixed models revealed that sex, injury cause and prior psychiatric problems were related to the RPQ three-factor structure as well as to the RPQ total score. The study strengthens evidence for the RPQ’s factorial structure stability within one year after TBI and identifies sex, injury cause and prior psychiatric problems as important factors that may help clinicians to prevent future complications of symptomatology after TBI.
Collapse
Affiliation(s)
- Diego Rivera
- Department of Health Sciences, Public University of Navarre, Arrosadia Campus, 31006 Pamplona, Spain;
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea Street 3, 31008 Pamplona, Spain
| | - Sven Greving
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, Waldweg 37A, 37073 Göttingen, Germany; (S.G.); (N.v.S.)
| | | | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, Waldweg 37A, 37073 Göttingen, Germany; (S.G.); (N.v.S.)
| | - Marina Zeldovich
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, Waldweg 37A, 37073 Göttingen, Germany; (S.G.); (N.v.S.)
- Correspondence:
| | | |
Collapse
|
40
|
Acute Effects of Concussion in Adolescent Athletes With High Preseason Anxiety. Clin J Sport Med 2022; 32:361-368. [PMID: 35762865 DOI: 10.1097/jsm.0000000000000963] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 07/08/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To examine associations between pre-existing anxiety symptoms, and symptoms and cognitive functioning acutely following a suspected concussion. DESIGN Nested case-control study. SETTING High schools in Maine, USA. PARTICIPANTS Participants were identified from a dataset of 46 920 student athletes ages 13 to 18 who received baseline preseason testing. A subset of 4732 underwent testing following a suspected concussion. Of those, 517 were assessed within 72 hours after their suspected concussion and met other inclusion criteria. Nineteen injured athletes endorsed anxiety-like symptoms on the Post-Concussion Symptom Scale (PCSS) during baseline testing and were placed in the high anxiety group. Each athlete was matched to 2 injured athletes who did not endorse high levels of anxiety-like symptoms (N = 57). MAIN OUTCOME MEASURES Immediate Post-Concussion Assessment and Cognitive Testing cognitive composite scores, PCSS total score, and symptom endorsement. RESULTS Cognitive composite scores were similar between groups across testing times ( = 0.004-0.032). The high anxiety group endorsed a greater number of symptoms than the low anxiety group ( = 0.452) and rated symptoms as more severe ( = 0.555) across testing times. Using a modified symptom score that excluded anxiety-like symptoms, a mixed analysis of variance indicated a group by injury interaction ( = 0.079); the high anxiety group reported greater increases in overall symptom severity following injury. CONCLUSIONS Adolescent athletes who have an anxious profile at baseline are likely to experience greater symptom burden following injury. Consideration of pre-injury anxiety may inform clinical concussion management by tailoring intervention strategies (eg, incorporating mental health treatments) to facilitate concussion recovery.
Collapse
|
41
|
Raymont V, Fleminger S. Alwyn Lishman's contribution to the neuropsychiatry of head injury (traumatic brain injury); two key papers. Cogn Neuropsychiatry 2022; 27:289-295. [PMID: 35253617 DOI: 10.1080/13546805.2022.2047631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
INTRODUCTION Alwyn Lishman appreciated that if we are to understand the psychological consequences of cerebral disorder we must study the interaction between organic disease and psychological processes. METHODS We have reviewed Lishman's two major publications on the neuropsychiatry of head injury, published in 1968 and 1988, and considered their conclusions in the light of current knowledge. RESULTS In his 1968 paper on the psychiatric sequelae of open head injuries sustained in World War II Lishman demonstrated associations between the type of psychiatric sequelae and the location of the injury. He also found that those with "somatic complaints", such as fatigue or sensitivity to light, showed less evidence of organic injury. In his 1988 paper, he attempted to explain why a mild head injury may be followed by long-lasting symptoms. He suggested that in the absence of complications early, organic, symptoms (physiogenesis) should recover quickly. However, this healthy recovery could be jeopardised by psychological factors (psychogenesis), resulting in long-lasting symptoms. This model of physiogenesis and psychogenesis remains relevant today. CONCLUSIONS The ideas Lishman developed in these two papers were the basis for his huge contribution to the field of neuropsychiatry, and remain relevant today.
Collapse
Affiliation(s)
- Vanessa Raymont
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom of Great Britain and Northern Ireland
| | - Simon Fleminger
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom of Great Britain and Northern Ireland
| |
Collapse
|
42
|
Clark CN, Edwards MJ, Ong BE, Goodliffe L, Ahmad H, Dilley MD, Betteridge S, Griffin C, Jenkins PO. Reframing postconcussional syndrome as an interface disorder of neurology, psychiatry and psychology. Brain 2022; 145:1906-1915. [PMID: 35472071 PMCID: PMC9246708 DOI: 10.1093/brain/awac149] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 11/13/2022] Open
Abstract
Persistent symptoms following a minor head injury can cause significant morbidity, yet the underlying mechanisms for this are poorly understood. The shortcomings of the current terminology that refer to non-specific symptom clusters is discussed. This update considers the need for a multi-dimensional approach for the heterogenous mechanisms driving persistent symptoms after mild traumatic brain injury. Relevant pathophysiology is discussed to make the case for mild traumatic brain injury to be conceptualized as an interface disorder spanning neurology, psychiatry and psychology. The relevance of pre-injury factors, psychological co-morbidities and their interaction with the injury to produce persistent symptoms are reviewed. The interplay with psychiatric diagnoses, functional and somatic symptom disorder presentations and the influence of the medicolegal process is considered. The judicious use and interpretation of investigations given the above complexity is discussed, with suggestions of how the explanation of the diagnostic formulation to the patient can be tailored, including insight into the above processes, to aid recovery. Moving beyond the one-dimensional concept of 'postconcussional syndrome' and reframing the cause of persistent symptoms following mild traumatic brain injury in a bio-psycho-socio-ecological model will hopefully improve understanding of the underlying contributory mechanistic interactions and facilitate treatment.
Collapse
Affiliation(s)
- Camilla N Clark
- Institute of Molecular & Clinical Sciences, St George's University of London, SW17 0RE London, UK
- UK DRI Care Research and Technology Centre, Imperial College London, W12 0BZ London, UK
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Mark J Edwards
- Institute of Molecular & Clinical Sciences, St George's University of London, SW17 0RE London, UK
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Bee Eng Ong
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Luke Goodliffe
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Hena Ahmad
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Michael D Dilley
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Shai Betteridge
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Colette Griffin
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
| | - Peter O Jenkins
- UK DRI Care Research and Technology Centre, Imperial College London, W12 0BZ London, UK
- Neurology department, Atkinson Morley Regional Neuroscience Centre, St George's University Hospitals NHS Foundation Trust, SW17 0QT London, UK
- Neurology Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| |
Collapse
|
43
|
Mäki K, Nybo T, Hietanen M, Huovinen A, Marinkovic I, Isokuortti H, Melkas S. Perceived Injustice After Mild Traumatic Brain Injury. J Head Trauma Rehabil 2022; 37:E157-E164. [PMID: 34145158 PMCID: PMC9345515 DOI: 10.1097/htr.0000000000000698] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To examine perceived injustice and its associations with self-reported symptoms and return to work at 3 months after injury in a prospectively recruited sample of patients with mild traumatic brain injury (mTBI). DESIGN Observational study. SETTING TBI outpatient unit. PARTICIPANTS Adult patients aged 18 to 68 years with mTBI (n = 100) or orthopedic injury ([OI]; n = 34). MAIN MEASURES The Injustice Experience Questionnaire (IEQ) and its associations with the Rivermead Post Concussion Questionnaire (RPQ), Beck Depression Inventory-Second Edition (BDI-II), PTSD Checklist-Civilian Version (PCL-C), and Pain Visual Analog Scale (PVAS). Information on injury-related characteristics, compensation seeking and litigation, and return-to-work status was also collected. RESULTS Median IEQ total score was 3 (range, 0-23) in the mTBI group and 2.5 (range, 0-25) in the OI group. In the mTBI group, IEQ was significantly correlated with RPQ (rs = 0.638, P < .01), BDI-II (rs = 0.612, P < .01), PCL-C (rs = 0.679, P < .01), and PVAS (rs = 0.232, P < .05). The association between IEQ and PCL-C (rs =0.797, P < .01) and BDI-II (rs = 0.395, P < .05) was also found in the OI group. In both groups, patients who were still on sick leave at 3 months after injury tended to report higher perceived injustice (IEQ total score) than patients who had returned to work or studies. However, this difference did not reach statistical significance. CONCLUSIONS Perceived injustice is associated with self-reported symptoms in patients with mTBI. Our results suggest that perceived injustice could be a relevant construct to consider in clinical management of patients with mTBI. Also, perceived injustice could be a potential target for psychological interventions promoting recovery after mTBI.
Collapse
Affiliation(s)
- Kaisa Mäki
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Taina Nybo
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Marja Hietanen
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Antti Huovinen
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Ivan Marinkovic
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Harri Isokuortti
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Susanna Melkas
- Neuropsychology (Ms Mäki and Drs Nybo and Hietanen) and Neurology (Drs Huovinen, Marinkovic, Isokuortti, and Melkas), University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| |
Collapse
|
44
|
Sheldrake E, Al-Hakeem H, Lam B, Goldstein BI, Wheeler AL, Burke M, Dunkley BT, Reed N, Scratch SE. Mental Health Outcomes Across the Lifespan in Individuals With Persistent Post-Concussion Symptoms: A Scoping Review. Front Neurol 2022; 13:850590. [PMID: 35481264 PMCID: PMC9035995 DOI: 10.3389/fneur.2022.850590] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 03/18/2022] [Indexed: 11/13/2022] Open
Abstract
Objective:Concussion is a common yet heterogenous injury. Approximately 15–30% of cases present with persistent post-concussion symptoms (PPCS), continuing 4 weeks or more post-injury in children, youth, and adolescents, and 3 months or more in adults. There are known bidirectional links between PPCS and mental health outcomes. The focus of this scoping review is to explore the literature on mental health outcomes in individuals experiencing PPCS. Research objectives were to explore: (1) the mental health outcomes of individuals with PPCS and types of assessments used to identify mental health outcomes this group, and (2) how mental health outcomes compare in terms of similarities and differences among pediatric and adult populations with PPCS.MethodOvid MEDLINE; EMBASE; CINAHL, and PsycInfo databases were searched. After title and abstract screening of 11,920 studies, 481 articles were reviewed. Twenty-five papers met inclusion criteria. Results were organized by mental health outcomes of pediatric and adult populations, separately.ResultsThere was a significantly higher number of studies devoted to adult populations. Of the 25 studies, 19 (76%) focused on adults, while six (24%) focused on adolescents. In adult populations, studies focused on symptoms of: anxiety (n = 2), depression (n = 8), and anxiety and depression (n = 9). Two studies assessed other emotional outcomes (10.5%). Within pediatric populations, an equal number of studies explored symptoms of: anxiety (n = 2), depression (n = 2), and anxiety and depression (n = 2). No studies focused on other emotional outcomes. Studies ranged greatly in methods, design, and control group. Most studies reported higher psychiatric symptoms of anxiety and/or depression in those with PPCS compared to individuals with recovered concussion or healthy controls.DiscussionThis review contributes to the understanding of mental health outcomes in those experiencing PPCS. Mental health and PPCS requires greater attention in pediatric populations, and consider strategies for those experiencing PPCS and mental health impacts. Future studies should consider including a wider range of emotional outcomes in their design, not limited to anxiety and depression. Study results may lead to improvements and research in the identification, assessment, and management of PPCS and mental health.
Collapse
Affiliation(s)
- Elena Sheldrake
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- *Correspondence: Elena Sheldrake
| | - Hiba Al-Hakeem
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON, Canada
| | - Brendan Lam
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON, Canada
| | - Benjamin I. Goldstein
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Anne L. Wheeler
- Neuroscience and Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
- Department of Physiology, University of Toronto, Toronto, ON, Canada
| | - Matthew Burke
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Benjamin T. Dunkley
- Neuroscience and Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Nick Reed
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Shannon E. Scratch
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
45
|
Quinn de Launay K, Cheung ST, Riggs L, Reed N, Beal DS. The effect of transcranial direct current stimulation on cognitive performance in youth with persistent cognitive symptoms following concussion: a controlled pilot study. Brain Inj 2022; 36:39-51. [PMID: 35157529 DOI: 10.1080/02699052.2022.2034179] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
OBJECTIVE Explore the feasibility, tolerability, and early efficacy of transcranial direct current stimulation (tDCS) as a therapeutic intervention for youth with cognitive persistent post-concussion symptoms (PPCS). HYPOTHESIS tDCS improves performance on a dual task working memory (WM) paradigm in youth with cognitive PPCS. PARTICIPANTS Twelve youth experiencing cognitive PPCS. DESIGN A quasi-randomized pilot trial was used to explore the tolerability of, and performance differences on, a dual N-Back WM task paired with active or sham tDCS over 3 sessions. MEASURES Accuracy and reaction time on WM task and self-report of tDCS tolerability. RESULTS Trends toward increases in accuracy from Day 1 to 3 seen in both groups. Active tDCS group performed better than sham on Day 2 in N-Back level N2 (p = .019), and marginally better than the sham group on Day 3 in level N3 (p = .26). Participants reported tDCS as tolerable; compared to the active tDCS group, the sham group reported more "considerable" (p = .078) and "strong" symptoms (p = .097). CONCLUSION tDCS is a promising tool for enhancing WM performance and is a feasible and tolerable adjunct to behavioral interventions in youth with cognitive PPCS. A clinical trial to demonstrate efficacy is warranted.
Collapse
Affiliation(s)
- Keelia Quinn de Launay
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, M4G 1R8, Toronto, Canada
| | - Stephanie T Cheung
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, M4G 1R8, Toronto, Canada
| | - Lily Riggs
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, M4G 1R8, Toronto, Canada
| | - Nick Reed
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, M4G 1R8, Toronto, Canada
| | - Deryk S Beal
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, M4G 1R8, Toronto, Canada
| |
Collapse
|
46
|
Hilt RJ, McCarty CA, Rivara FP, Wang J, Marcynyszyn LA, Chrisman SPD, Johnson AM, Zatzick DF. Exploring Heterogeneity of Stepped Collaborative Care Treatment Response Trajectories after Adolescent Sports Injury Concussion. Psychiatry 2022; 85:270-281. [PMID: 35138997 PMCID: PMC9360192 DOI: 10.1080/00332747.2021.2004784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Objective: Few clinical trials of posttraumatic interventions have utilized symptom trajectory modeling to explore heterogeneity of treatment responses. The goal of this investigation was to conduct a secondary analysis of a randomized clinical trial of stepped collaborative care for adolescents with sports and recreational related concussion and persistent symptoms of >1 month.Method: Trajectory modeling was used to examine the impact of randomization to the intervention as well as demographic, clinical, and injury characteristics on adolescent post-concussive symptom trajectories. Two hundred male and female adolescents were assessed >1 month after a concussion, and then 3-, 6- and 12-months later with a standardized measure of concussive symptoms, the Health and Behavior Inventory (HBI). Multinomial logistic regression was used to compare the association between intervention, demographic, clinical and injury characteristics with trajectory group membership.Results: Four post-concussive symptom trajectories emerged: recovery, remitting, low-persistent, and high-persistent. In adjusted analyses randomization to the intervention condition was associated with significantly greater odds of HBI recovery trajectory group membership (OR 3.29 95% CI 1.06-10.28). Female gender and prior concussion history were associated with significantly greater odds of high-persistent trajectory group membership relative to all other trajectories. Greater odds of high-persistent versus recovery group trajectory membership was observed for adolescents with a pre-injury history of anxiety and/or depressive disorders.Conclusions: Stepped collaborative care was associated with an increased odds of recovery versus high-persistent post-concussive symptom trajectories, while readily identifiable baseline characteristics were associated high-persistent symptoms. Future post-concussive clinical trials and practice improvement efforts could incorporate these observations.
Collapse
|
47
|
Karaliute M, Saksvik SB, Smevik H, Follestad T, Einarsen C, Vik A, Håberg AK, Iverson GL, Skandsen T, Olsen A. Methodology Matters: Comparing Approaches for Defining Persistent Symptoms after Mild Traumatic Brain Injury. Neurotrauma Rep 2022; 2:603-617. [PMID: 35018362 PMCID: PMC8742292 DOI: 10.1089/neur.2021.0028] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Some people experience persistent post-concussion symptoms (PPCS) after mild traumatic brain injury (mTBI). A meaningful clinical classification and scientific progress are hampered by a lack of consensus regarding the phenomenology, assessment, and operationalization of PPCS. Here we demonstrate and evaluate how the methodology used to assess and define persistent symptoms after mTBI influences PPCS as a binary outcome. We present empirical data from 15 classification methods reflecting procedures found in the literature and clinical practice. In total, 221 patients with mTBI, 73 patients with orthopedic injuries, and 77 community controls were included in the study. The prevalence rate of PPCS in the mTBI group varied between 10% and 47%, depending on the method used to assess and define unfavorable outcome. There was generally low positive agreement between the different methods; even the two methods yielding the most similar prevalence rates (89.2% overall proportion agreement) agreed on less than half (45.5% positive agreement) of the PPCS cases. Using a liberal but not uncommon threshold for symptom severity, there was a considerable misclassification rate of PPCS in both comparison groups. Our results highlight the importance for researchers to be aware of the limitations of using binary approaches for classification of PPCS. The poor agreement between methods should be considered when (1) interpreting the heterogeneity in the existing PPCS literature and (2) developing new improved methods. An empirically informed consensus regarding classification of PPCS should be a priority for the research community.
Collapse
Affiliation(s)
- Migle Karaliute
- Department of Psychology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Neurology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Simen B Saksvik
- Department of Psychology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, and St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Hanne Smevik
- Department of Psychology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Turid Follestad
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, and Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Cathrine Einarsen
- Department of Physical Medicine and Rehabilitation, and St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Anne Vik
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Neurosurgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Asta K Håberg
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School; Spaulding Rehabilitation Hospital and Spaulding Research Institute; MassGeneral Hospital for Children Sports Concussion Program; & Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, Massachusetts, USA
| | - Toril Skandsen
- Department of Physical Medicine and Rehabilitation, and St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Alexander Olsen
- Department of Psychology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, and St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| |
Collapse
|
48
|
Gumus M, Mack ML, Green R, Khodadadi M, Wennberg R, Crawley A, Colella B, Tarazi A, Mikulis DJ, Tator CH, Tartaglia MC. Brain Connectivity Changes in Post-Concussion Syndrome as the Neural Substrate of a Heterogeneous Syndrome. Brain Connect 2022; 12:711-724. [PMID: 35018791 DOI: 10.1089/brain.2021.0127] [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: 11/12/2022] Open
Abstract
BACKGROUND Post-concussion syndrome (PCS) or persistent symptoms of concussion refers to a constellation of symptoms that persist for weeks and months after a concussion. To better capture the heterogeneity of the symptoms of patients with post-concussion syndrome, we aimed to separate patients into clinical subtypes based on brain connectivity changes. METHODS Subject-specific structural and functional connectomes were created based on Diffusion Weighted and Resting State Functional Magnetic Resonance Imaging, respectively. Following an informed dimensionality reduction, a gaussian mixture model was used on patient specific structural and functional connectivity matrices to find potential patient clusters. For validation, the resulting patient subtypes were compared in terms of cognitive, neuropsychiatric, and post-concussive symptom differences. RESULTS Multimodal analyses of brain connectivity were predictive of behavioural outcomes. Our modelling revealed 2 patient subtypes; mild and severe. The severe group showed significantly higher levels of depression, anxiety, aggression, and a greater number of symptoms than the mild patient subgroup. CONCLUSION This study suggests that structural and functional connectivity changes together can help us better understand the symptom severity and neuropsychiatric profiles of patients with post-concussion syndrome. This work allows us to move towards precision medicine in concussions and provides a novel machine learning approach that can be applicable to other heterogeneous conditions.
Collapse
Affiliation(s)
- Melisa Gumus
- University of Toronto, 7938, 60 Leonard Avenue, Krembil Discovery Tower, Toronto, Toronto, Ontario, Canada, M5S 1A1;
| | | | - Robin Green
- University of Toronto, 7938, Toronto, Ontario, Canada;
| | | | | | | | - Brenda Colella
- University Health Network, 7989, Toronto, Ontario, Canada;
| | - Apameh Tarazi
- University Health Network, 7989, Toronto, Ontario, Canada;
| | - David J Mikulis
- Toronto Western Hospital, 26625, Joint Department of Medical Imaging, 399 Bathurst St., Toronto, Ontario, Canada, m5t2s8;
| | | | | |
Collapse
|
49
|
Picon EL, Todorova EV, Palombo DJ, Perez DL, Howard AK, Silverberg ND. OUP accepted manuscript. Arch Clin Neuropsychol 2022; 37:1177-1184. [PMID: 35443277 PMCID: PMC9396453 DOI: 10.1093/arclin/acac021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2022] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE The etiology of persistent memory complaints after concussion is poorly understood. Memory perfectionism (highly valuing memory ability and intolerance of minor memory lapses) may help explain why some people report persistent subjective memory problems in the absence of corresponding objective memory impairment. This study investigated the relationship between memory perfectionism and persistent memory complaints after concussion. METHODS Secondary analysis of baseline data from a randomized controlled trial. Adults (N = 77; 61% women) with persistent symptoms following concussion were recruited from outpatient specialty clinics. Participants completed the National Institutes of Health Toolbox Cognition Battery, Test of Memory Malingering-Trial 1, and questionnaires measuring memory perfectionism (Metamemory in Adulthood-Achievement subscale), forgetfulness and other postconcussion symptoms (Rivermead Postconcussion Symptoms Questionnaire; RPQ), and depression (Patient Health Questionnaire-2) at M = 17.8 weeks postinjury. Patients with versus without severe memory complaints (based on the RPQ) were compared. RESULTS Memory perfectionism was associated cross-sectionally with severe memory complaint, after controlling for objective memory ability, overall cognitive ability, and depression (95% confidence interval for odds ratio = 1.11-1.40). Sensitivity analyses showed that this relationship did not depend on use of specific objective memory tests nor on inclusion of participants who failed performance validity testing. In a control comparison to test the specificity of identified relationships, memory perfectionism was not associated with severe fatigue (95% confidence interval for odds ratio = 0.91-1.07). CONCLUSIONS Memory perfectionism may be a risk factor for persistent memory symptoms after concussion, with potential relevance to the spectrum of functional cognitive disorders more broadly.
Collapse
Affiliation(s)
- Edwina L Picon
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Evgenia V Todorova
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Psychiatry, British Columbia Neuropsychiatry Program Vancouver, British Columbia, Canada
| | - Daniela J Palombo
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - David L Perez
- Department of Neurology and Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Andrew K Howard
- Department of Psychiatry, British Columbia Neuropsychiatry Program Vancouver, British Columbia, Canada
- British Columbia Neuropsychiatry Program Vancouver, British Columbia, Canada
| | - Noah D Silverberg
- Corresponding author at: Department of Psychology, University of British Columbia, 3505-2136 West Mall, Vancouver, British Columbia V6T 1Z4, Canada. Tel.: 604-734-1313 ext. 2316; Fax: 604-714-4168E-mail address: (N.D. Silverberg)
| |
Collapse
|
50
|
Gumus M, Santos A, Tartaglia MC. Diffusion and functional MRI findings and their relationship to behaviour in postconcussion syndrome: a scoping review. J Neurol Neurosurg Psychiatry 2021; 92:1259-1270. [PMID: 34635568 DOI: 10.1136/jnnp-2021-326604] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 09/22/2021] [Indexed: 11/04/2022]
Abstract
Postconcussion syndrome (PCS) is a term attributed to the constellation of symptoms that fail to recover after a concussion. PCS is associated with a variety of symptoms such as headaches, concentration deficits, fatigue, depression and anxiety that have an enormous impact on patients' lives. There is currently no diagnostic biomarker for PCS. There have been attempts at identifying structural and functional brain changes in patients with PCS, using diffusion tensor imaging (DTI) and functional MRI (fMRI), respectively, and relate them to specific PCS symptoms. In this scoping review, we appraised, synthesised and summarised all empirical studies that (1) investigated structural or functional brain changes in PCS using DTI or fMRI, respectively, and (2) assessed behavioural alterations in patients with PCS. We performed a literature search in MEDLINE (Ovid), Embase (Ovid) and PsycINFO (Ovid) for primary research articles published up to February 2020. We identified 8306 articles and included 45 articles that investigated the relationship between DTI and fMRI parameters and behavioural changes in patients with PCS: 20 diffusion, 20 fMRI studies and 5 papers with both modalities. Most frequently studied structures were the corpus callosum, superior longitudinal fasciculus in diffusion and the dorsolateral prefrontal cortex and default mode network in the fMRI literature. Although some white matter and fMRI changes were correlated with cognitive or neuropsychiatric symptoms, there were no consistent, converging findings on the relationship between neuroimaging abnormalities and behavioural changes which could be largely due to the complex and heterogeneous presentation of PCS. Furthermore, the heterogeneity of symptoms in PCS may preclude discovery of one biomarker for all patients. Further research should take advantage of multimodal neuroimaging to better understand the brain-behaviour relationship, with a focus on individual differences rather than on group comparisons.
Collapse
Affiliation(s)
- Melisa Gumus
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.,Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Alexandra Santos
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Maria Carmela Tartaglia
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada .,Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada.,Canadian Concussion Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| |
Collapse
|