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Sawlani SP, Goldman JT, Babikian T, McArthur DL, Polster D, McCrea M, McAllister T, Giza CC, Ortega JD, Port N, Putukian M, McDevitt J, Giza CC, Goldman JT, Benjamin HJ, Buckley T, Kaminski TW, Clugston JR, Feigenbaum LA, Eckner JT, Mihalik JP, Anderson S, Master CL, Kontos AP, Chrisman SPO, Cameron K, Duma S, Miles CM. Association of Premorbid Anxiety and Depression Symptoms in Concussion Recovery in Collegiate Student-Athletes. Sports Health 2024:19417381241255308. [PMID: 38835137 PMCID: PMC11569539 DOI: 10.1177/19417381241255308] [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: 06/06/2024] Open
Abstract
BACKGROUND Mental health disorders are linked to prolonged concussion symptoms. However, the association of premorbid anxiety/depression symptoms with postconcussion return-to-play timelines and total symptom burden is unclear. OBJECTIVE To examine the association of self-reported premorbid anxiety/depression symptoms in collegiate student-athletes with (1) recovery times until asymptomatic, (2) return-to-play, and (3) postconcussion symptom burden. STUDY DESIGN Athletes in the Concussion Assessment, Research and Education Consortium completed baseline concussion assessments (Sport Concussion Assessment Tool [SCAT3] and Brief Symptom Inventory-18 [BSI-18]). Athletes were tested postinjury at <6 hours, 24 to 48 hours, time of asymptomatic and start of return-to-play protocol, unrestricted return-to-play, and 6 months after injury. Injured athletes were categorized into 4 groups based on BSI-18 scores: (1) B-ANX, elevated anxiety symptoms only; (2) B-DEP, elevated depression symptoms only; (3) B-ANX&DEP, elevated anxiety and depression symptoms; and (4) B-NEITHER, no elevated anxiety or depression symptoms. Relationship between age, sex, BSI-18 group, SCAT3 total symptom and severity scores, and time to asymptomatic status and return-to-play was assessed with Pearson's chi-squared test and robust analysis of variance. LEVEL OF EVIDENCE Level 3. RESULTS Among 1329 athletes with 1352 concussions, no respondents had a self-reported premorbid diagnosis of anxiety/depression. There was no difference in time until asymptomatic or time until return-to-play between BSI-18 groups (P = 0.15 and P = 0.11, respectively). B-ANX, B-DEP, and B-ANX&DEP groups did not have higher total symptom or severity scores postinjury compared with the B-NEITHER group. CONCLUSION Baseline anxiety/depression symptoms in collegiate student-athletes without a mental health diagnosis are not associated with longer recovery times until asymptomatic, longer time to return-to-play, or higher postconcussion total symptom and severity scores compared with athletes without baseline symptoms. CLINICAL RELEVANCE Anxiety and depression symptoms without a clear mental health diagnosis should be considered differently from other comorbidities when discussing prolonged recovery in collegiate student-athletes.
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Affiliation(s)
- Sabrina P Sawlani
- UCLA Division of Sports Medicine, Departments of Family Medicine and Orthopaedics, Los Angeles, California, and UCLA Steve Tisch BrainSPORT Program, Los Angeles, California
| | - Joshua T Goldman
- UCLA Division of Sports Medicine, Departments of Family Medicine and Orthopaedics, Los Angeles, California, and UCLA Steve Tisch BrainSPORT Program, Los Angeles, California
| | - Talin Babikian
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, UCLA Division of Neuropsychology, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, and UCLA Division of Neurology, Department of Pediatrics, UCLA-Mattel Children's Hospital, Los Angeles
| | - David L McArthur
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, and UCLA Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles
| | - Douglas Polster
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, UCLA Division of Neuropsychology, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, and UCLA Division of Neurology, Department of Pediatrics, UCLA-Mattel Children's Hospital, Los Angeles
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Thomas McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana
| | - Christopher C Giza
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, UCLA Division of Neurology, Department of Pediatrics, UCLA-Mattel Children's Hospital, Los Angeles, and UCLA Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles
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Lubbers VF, van den Hoven DJ, van der Naalt J, Jellema K, van den Brand C, Backus B. Emergency Department Risk Factors for Post-Concussion Syndrome After Mild Traumatic Brain Injury: A Systematic Review. J Neurotrauma 2024; 41:1253-1270. [PMID: 38390830 DOI: 10.1089/neu.2023.0302] [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: 02/24/2024] Open
Abstract
Approximately 16% of patients with mild traumatic brain injury (mTBI) develop a post-concussion syndrome (PCS) with persistent physical, neurological, and behavioral complaints. PCS has a great impact on a patient's quality of life, often decreases the ability to return to work, and henceforth has a great economic impact. Recent studies suggest that early treatment can greatly improve prognosis and prevent long-term effects in these patients. However, early recognition of patients at high risk of PCS remains difficult. The objective of this systematic review is to assess risk factors associated with the development of PCS, primarily aimed at the group of non-hospitalized patients who were seen with mTBI at the emergency department (ED). We searched PubMed/MEDLINE, Cochrane Library and EMBASE on September 23, 2022, for prospective studies that assessed the risk factors for the development of PCS. Exclusion criteria were: retrospective studies; > 20% computed tomography (CT) abnormalities, <18 years of age, follow-up <4 weeks, severe trauma, and study population <100 patients. The search strategy identified 1628 articles, of which 17 studies met eligibility criteria. Risk factors found in this systematic review are pre-existing psychiatric history, headache at the ED, neurological symptoms at the ED, female sex, CT abnormalities, pre-existent sleeping problems, and neck pain at the ED. This systematic review identified seven risk factors for development of PCS in patients with mTBI. Future research should assess if implementation of these risk factors into a risk stratification tool will assist the emergency physician in the identification of patients at high risk of PCS.
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Affiliation(s)
- Veerle F Lubbers
- Erasmus University Medical Center, Rotterdam, the Netherlands
- Haaglanden Medical Center, the Hague, the Netherlands
| | | | | | - Korné Jellema
- Haaglanden Medical Center, the Hague, the Netherlands
| | - Crispijn van den Brand
- Erasmus University Medical Center, Rotterdam, the Netherlands
- Elisabeth Tweesteden Ziekenhuis, Tilburg, the Netherlands
| | - Barbra Backus
- Franciscus Gasthuis and Vlietland Hospital, Rotterdam, the Netherlands
- Elisabeth Tweesteden Ziekenhuis, Tilburg, the Netherlands
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Tator CH, Moore C, Buso C, Huszti E, Li Q, Prentice EB, Khodadadi M, Scott O, Tartaglia CM. Cause of Concussion With Persisting Symptoms Is Associated With Long-Term Recovery and Symptom Type, Duration, and Number in a Longitudinal Cohort of 600 Patients. J Neurotrauma 2024; 41:1384-1398. [PMID: 38468550 DOI: 10.1089/neu.2023.0263] [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: 03/13/2024] Open
Abstract
It is important for patients and clinicians to know the potential for recovery from concussion as soon as possible after injury, especially in patients who do not recover completely in the first month and have concussion with persisting concussion symptoms (C+PCS). We assessed the association between the causes of concussion and recovery from C+PCS in a consecutive retrospective and prospective cohort of 600 patients referred to the Canadian Concussion Center (CCC) at Toronto Western Hospital. Data were obtained from clinical records and follow-up questionnaires and not from a standardized database. A novel method was used to assess long-term recovery, and multi-variable Cox proportional hazards models were used to assess relationships between cause of concussion and time to recovery. We examined the subsequent recovery of patients who had not recovered after at least one month from the time of concussion. Patients were grouped into the following four causes: sports and recreation (S&R, n = 312, 52%); motor vehicle collisions (MVC, n = 103, 17%); falls (n = 100, 17%); and being struck by an object including violence (SBOV, n = 85, 14%). The MVC group had the highest percentage of females (75.7%), the oldest participants (median: 40.0 [interquartile range (IQR):30.5-49.0] years), the most symptoms (median:11.0 [IQR:8.5-15.0]), and the longest symptom duration (median: 28.0 [IQR:12.0-56.00] months). In contrast, the S&R group had the highest percentage of males (58.1%), the youngest participants (median:20.0 [IQR:17.0-30.0] years), the best recovery outcome, and shortest symptom duration (median:22.0 [IQR:8.0-49.5] months). Significant differences among the four causes included age (p < 0.001), sex (p < 0.001), number of previous concussions (p < 0.001), history of psychiatric disorders (p = 0.002), and migraine (p = 0.001). Recovery from concussion was categorized into three groups: (1) Complete Recovery occurred in only 60 (10%) patients with median time 8.0 (IQR:3.5-18.0) months and included 42 S&R, 7 MVC, 8 falls, and 3 SBOV; (2) Incomplete Recovery occurred in 408 (68.0%) patients with persisting median symptom time of 5.0 (IQR:2.0-12.0) months; and (3) Unknown Recovery occurred in 132 (22.0%) patients and was because of lack of follow-up. In summary, the cause of C+PCS was associated with the type, number, and duration of symptoms and time required for recovery, although all causes of C+PCS produced prolonged symptoms in a large percentage of patients, which emphasizes the importance of concussions as a public health concern necessitating improved prevention and treatment strategies.
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Affiliation(s)
- Charles H Tator
- Canadian Concussion Centre, Division of Neurosurgery, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Connor Moore
- Canadian Concussion Centre, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Chloé Buso
- Canadian Concussion Centre, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Ella Huszti
- Biostatistics Research Unit, University Health Network, Toronto, Ontario, Canada
| | - Qixuan Li
- Biostatistics Research Unit, University Health Network, Toronto, Ontario, Canada
| | - Emma B Prentice
- Canadian Concussion Centre, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Mohzgan Khodadadi
- Canadian Concussion Centre, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Olivia Scott
- Canadian Concussion Centre, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Carmela M Tartaglia
- Canadian Concussion Centre, Division of Neurology, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
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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.
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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
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Monti K, Conkright MAJW, Eagle SR, Lawrence DW, Dretsch LTCM. The role of nutrition in mild traumatic brain injury rehabilitation for service members and veterans. NeuroRehabilitation 2024; 55:281-294. [PMID: 39269857 PMCID: PMC11612933 DOI: 10.3233/nre-230241] [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: 11/06/2023] [Accepted: 05/21/2024] [Indexed: 09/15/2024]
Abstract
BACKGROUND Veterans Affairs and the Department of Defense (DOD) acknowledge that nutrition may be a modifier of mild traumatic brain injury (TBI) sequelae. Military clinicians are considering nutritional supplements and dietary interventions when managing patients with mild TBI. Therefore, clinicians should be familiar with the current evidence for nutritional interventions in mild TBI and special considerations related to the military lifestyle. OBJECTIVE This narrative review aims to summarize the existing evidence surrounding the role of special diets and select nutrients in mild TBI outcomes, gut microbiota changes, and special considerations for Service members and Veterans recovering from mild TBI. METHODS We conducted a literature review in PubMed and Google Scholar limited to nutritional interventions and nine topics with primary focus on mild TBI, although we included some articles related to moderate-to-severe TBI where relevant: 1) ketogenic diet, 2) Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet, 3) omega-3 fatty acids, 4) creatine, 5) vitamin D, 6) weight management, 7) gut microbiota, 8) caffeine, and 9) alcohol. We summarized key findings and safety factors where appropriate for each intervention. We also identified nutritional supplement safety and operational rations considerations and areas in need of further research. RESULTS Preclinical studies and early human trials suggest that the specific nutrients and diets discussed in the current article may offer neuroprotection or benefit during mild TBI rehabilitation. Omega-3 fatty acids, creatine, and vitamin D are generally safe when taken within recommended guidelines. CONCLUSION More evidence is needed to support nutritional recommendations for enhancing neuroprotection and mitigating mild TBI symptoms in humans. The DOD's Warfighter Nutrition Guide recommends a whole food diet rich in antioxidants, phytonutrients, omega-3 fatty acids, micronutrients, probiotics, and fiber to optimize long-term health and performance.
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Affiliation(s)
- Katrina Monti
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- CICONIX LLC, Annapolis, MD, USA
- Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, WA, USA
| | - MAJ William Conkright
- Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, WA, USA
- Army – Baylor Graduate Program in Nutrition, Joint Base San Antonio, San Antonio, TX, USA
| | - Shawn R. Eagle
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - David W. Lawrence
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - LTC Michael Dretsch
- Walter Reed Army Institute of Research-West, Joint Base Lewis-McChord, Tacoma, WA, USA
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Scott OFT, Bubna M, Boyko E, Hunt C, Kristman VL, Gargaro J, Khodadadi M, Chandra T, Kabir US, Kenrick-Rochon S, Cowle S, Burke MJ, Zabjek KF, Dosaj A, Mushtaque A, Baker AJ, Bayley MT, Tartaglia MC. Characterizing the profiles of patients with acute concussion versus prolonged post-concussion symptoms in Ontario. Sci Rep 2023; 13:17955. [PMID: 37863954 PMCID: PMC10589269 DOI: 10.1038/s41598-023-44095-6] [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: 05/18/2023] [Accepted: 10/03/2023] [Indexed: 10/22/2023] Open
Abstract
Identifying vulnerability factors for developing persisting concussion symptoms is imperative for determining which patients may require specialized treatment. Using cross-sectional questionnaire data from an Ontario-wide observational concussion study, we compared patients with acute concussion (≤ 14 days) and prolonged post-concussion symptoms (PPCS) (≥ 90 days) on four factors of interest: sex, history of mental health disorders, history of headaches/migraines, and past concussions. Differences in profile between the two groups were also explored. 110 patients with acute concussion and 96 patients with PPCS were included in our study. The groups did not differ on the four factors of interest. Interestingly, both groups had greater proportions of females (acute concussion: 61.1% F; PPCS: 66.3% F). Patient profiles, however, differed wherein patients with PPCS were significantly older, more symptomatic, more likely to have been injured in a transportation-related incident, and more likely to live outside a Metropolitan city. These novel risk factors for persisting concussion symptoms require replication and highlight the need to re-evaluate previously identified risk factors as more and more concussions occur in non-athletes and different risk factors may be at play.
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Affiliation(s)
- Olivia F T Scott
- Canadian Concussion Centre, University Health Network, Toronto, ON, Canada
| | | | - Emily Boyko
- EPID@Work Research Institute, Lakehead University, Thunder Bay, ON, Canada
| | - Cindy Hunt
- Head Injury Clinic, Department of Trauma and Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Concussion Ontario Network: Neuroinformatics to Enhance Clinical Care and Translation, Toronto, ON, Canada
| | - Vicki L Kristman
- EPID@Work Research Institute, Lakehead University, Thunder Bay, ON, Canada
- Department of Health Sciences, Lakehead University, Thunder Bay, ON, Canada
| | - Judith Gargaro
- Neurotrauma Care Pathways Project, KITE Research Institute, University Health Network, Toronto, ON, Canada
| | - Mozhgan Khodadadi
- Canadian Concussion Centre, University Health Network, Toronto, ON, Canada
| | - Tharshini Chandra
- Hull-Ellis Concussion Clinic, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Umme Saika Kabir
- EPID@Work Research Institute, Lakehead University, Thunder Bay, ON, Canada
- Department of Health Sciences, Lakehead University, Thunder Bay, ON, Canada
| | - Shannon Kenrick-Rochon
- Northern Ontario School of Medicine University, Thunder Bay, ON, Canada
- Health Sciences North Research Institute, Sudbury, ON, Canada
| | | | - Matthew J Burke
- Neuropsychiatry Program, Division of Neurology, Department of Psychiatry, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Karl F Zabjek
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
| | - Anil Dosaj
- Head Injury Clinic, Department of Trauma and Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Asma Mushtaque
- Canadian Concussion Centre, University Health Network, Toronto, ON, Canada
| | - Andrew J Baker
- Brain Health and Wellness Research Program, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
- Faculty of Medicine, Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Department of Anesthesia, University of Toronto, Toronto, ON, Canada
| | - Mark T Bayley
- Hull-Ellis Concussion Clinic, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Division of Physical Medicine and Rehabilitation, Temerty Medicine, University of Toronto, Toronto, ON, Canada
| | - Maria Carmela Tartaglia
- Canadian Concussion Centre, University Health Network, Toronto, ON, Canada.
- Division of Neurology, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, ON, Canada.
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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.
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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
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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.
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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
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9
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Nelson LD, Temkin NR, Barber J, Brett BL, Okonkwo DO, McCrea MA, Giacino JT, Bodien YG, Robertson C, Corrigan JD, Diaz-Arrastia R, Markowitz AJ, Manley GT. Functional Recovery, Symptoms, and Quality of Life 1 to 5 Years After Traumatic Brain Injury. JAMA Netw Open 2023; 6:e233660. [PMID: 36939699 PMCID: PMC10028488 DOI: 10.1001/jamanetworkopen.2023.3660] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 01/21/2023] [Indexed: 03/21/2023] Open
Abstract
Importance Many level I trauma center patients experience clinical sequelae at 1 year following traumatic brain injury (TBI). Longer-term outcome data are needed to develop better monitoring and rehabilitation services. Objective To examine functional recovery, TBI-related symptoms, and quality of life from 1 to 5 years postinjury. Design, Setting, and Participants This cohort study enrolled trauma patients across 18 US level I trauma centers between 2014 and 2018. Eligible participants were enrolled within 24 hours of injury and followed up to 5 years postinjury. Data were analyzed January 2023. Exposures Mild TBI (mTBI), moderate-severe TBI (msTBI), or orthopedic traumatic controls (OTC). Main Outcomes and Measures Functional independence (Glasgow Outcome Scale-Extended [GOSE] score 5 or higher), complete functional recovery (GOSE score, 8), better (ie, lower) TBI-related symptom burden (Rivermead Post Concussion Symptoms Questionnaire score of 15 or lower), and better (ie, higher) health-related quality of life (Quality of Life After Brain Injury Scale-Overall Scale score 52 or higher); mortality was analyzed as a secondary outcome. Results A total 1196 patients were included in analysis (mean [SD] age, 40.8 [16.9] years; 781 [65%] male; 158 [13%] Black, 965 [81%] White). mTBI and OTC groups demonstrated stable, high rates of functional independence (98% to 100% across time). While odds of independence were lower among msTBI survivors, the majority were independent at 1 year (72%), and this proportion increased over time (80% at 5 years; group × year, P = .005; independence per year: odds ratio [OR] for msTBI, 1.28; 95% CI, 1.03-1.58; OR for mTBI, 0.81; 95% CI, 0.64-1.03). For other outcomes, group differences at 1 year remained stable over time (group × year, P ≥ .44). Odds of complete functional recovery remained lower for persons with mTBI vs OTC (OR, 0.39; 95% CI, 0.28-0.56) and lower for msTBI vs mTBI (OR, 0.34; 95% CI, 0.24-0.48). Odds of better TBI-related symptom burden and quality of life were similar for both TBI subgroups and lower than OTCs. Mortality between 1 and 5 years was higher for msTBI (5.5%) than mTBI (1.5%) and OTC (0.7%; P = .02). Conclusions and Relevance In this cohort study, patients with previous msTBI displayed increased independence over 5 years; msTBI was also associated with increased mortality. These findings, in combination with the persistently elevated rates of unfavorable outcomes in mTBI vs controls imply that more monitoring and rehabilitation are needed for TBI.
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Affiliation(s)
| | | | | | | | - David O. Okonkwo
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - Joseph T. Giacino
- Massachusetts General Hospital and Harvard Medical School, Boston
- Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
| | - Yelena G. Bodien
- Massachusetts General Hospital and Harvard Medical School, Boston
- Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
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10
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Marcynyszyn LA, McCarty CA, Chrisman SP, Zatzick DF, Johnson AM, Wang J, Hilt RJ, Rivara FP. Psychometric Properties and Validation of the General Anxiety Disorder 7-Item Scale Among Adolescents With Persistent Post-Concussive Symptoms. Neurotrauma Rep 2023; 4:276-283. [PMID: 37139182 PMCID: PMC10150728 DOI: 10.1089/neur.2022.0075] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Abstract
The General Anxiety Disorder 7-Item (GAD-7) scale is commonly used in primary care as a self-report measure of general anxiety symptoms with adult populations. There is little psychometric research on this measure with adolescent populations, particularly those with persistent post-concussive symptoms (PPCS). This study examined the psychometrics properties of the GAD-7 among youth with PPCS. We used baseline data from a randomized controlled trial of collaborative care for treatment of PPCS among 200 sports-injured adolescents 11-18 years of age (Mage = 14.7 years, standard deviation = 1.7). Eligible adolescents had three or more PPCS that lasted for ≥1 month and spoke English. Adolescents reported on their anxious (GAD-7 and Revised Child Anxiety and Depression Scale-Short Version [anxiety subscale]; RCADS) and depressive (Patient Health Questionnaire-9; PHQ-9) symptoms. Parents used the RCADS to report on their adolescents' anxious symptoms. The GAD-7 had good internal validity (Cronbach's alpha = 0.87), and significant (p < 0.001) correlations were detected between the GAD-7 and youth and parent report of anxiety on RCADS (r = 0.73 and r = 0.29) and PHQ-9 (r = 0.77) scores. Confirmatory factor analysis suggested a one-factor solution. These results suggest that the GAD-7 is a valid measure of anxiety with good psychometric properties for youth experiencing PPCS. ClinicalTrials.gov identifier: NCT03034720.
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Affiliation(s)
- Lyscha A. Marcynyszyn
- ICF International, Reston, Virginia, USA
- Address correspondence to: Lyscha A. Marcynyszyn, PhD, ICF International, 1902 Reston Metro Plaza, Reston, VA 20190, USA.
| | - Carolyn A. McCarty
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Sara P.D. Chrisman
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Douglas F. Zatzick
- Harborview Medical Center, University of Washington School of Medicine, Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Ashleigh M. Johnson
- College of Health and Human Services, School of Exercise and Nutritional Sciences, San Diego State University, San Diego, California, USA
| | - Jin Wang
- Harborview Injury Prevention and Research Center, Department of Pediatrics, Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Robert J. Hilt
- Psychiatry and Behavioral Sciences, University of Washington, Seattle Children's Hospital, Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Frederick P. Rivara
- Department of Pediatrics, Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
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11
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Does insecure attachment affect treatment outcome in young persons with post-concussion symptoms? A secondary analysis of the GAIN trial. J Psychosom Res 2023; 164:111100. [PMID: 36502555 DOI: 10.1016/j.jpsychores.2022.111100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 10/27/2022] [Accepted: 11/17/2022] [Indexed: 11/21/2022]
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12
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Fure SCR, Howe EI, Andelic N, Brunborg C, Olsen A, Rike PO, Spjelkavik Ø, Enehaug H, Røe C, Løvstad M. Workplace Factors Associated With Return to Work After Mild-to-Moderate Traumatic Brain Injury. J Head Trauma Rehabil 2023; 38:E1-E9. [PMID: 35293367 DOI: 10.1097/htr.0000000000000772] [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: 01/06/2023]
Abstract
OBJECTIVE Sociodemographic and injury-related predictors for return to work (RTW) after mild-to-moderate traumatic brain injury (TBI) have been extensively explored. However, there is a knowledge gap regarding work-related predictors of RTW. The main aim of this study was to explore work-related predictors of work participation 6 and 12 months after mild-to-moderate TBI. SETTING Data were collected at baseline 8 to 12 weeks after injury, and 3, 6, and 12 months after baseline, at a specialized TBI rehabilitation outpatient clinic at Oslo University Hospital, Oslo, Norway. PARTICIPANTS Eligible patients had suffered a mild-to-moderate TBI 8 to 12 weeks previously, were employed 50% or more at time of injury, were between 18 and 60 years of age, and sick listed 50% or more at time of inclusion due to symptoms of TBI (based on the Rivermead Post-Concussion Symptoms Questionnaire). In total, 116 patients were included in a randomized controlled trial, of whom 113 were included in the 1-year analysis. DESIGN Patients were originally included in a randomized controlled trial. There were no between-group differences in RTW after 1 year. Thus, the participants were evaluated as one cohort in this study. MAIN MEASURES The primary outcome measure was work participation 1 year after study inclusion. Work-related predictors were chosen on the basis of previous research and expert opinion and entered into a multivariable linear regression model. The model controlled for sociodemographic and injury-related factors. RESULTS The best-fitting model explained 25% of variation in work participation at 1 year. Significant predictors were predictability, quantitative demands and rewards (recognition) at the workplace, private or public employment, symptom burden at baseline, and sex. CONCLUSION In this study, several work-related predictors outperformed some of the established sociodemographic and injury-related predictors of RTW after TBI, thus stressing the need for further focus and research on amendable predictors of RTW after mild-to-moderate TBI.
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Affiliation(s)
- Silje Christine Reistad Fure
- Department of Physical Medicine and Rehabilitation (Drs Fure, Howe, Andelic, and Røe), and Oslo Centre for Biostatistics and Epidemiology, Research Support Services (Ms Brunborg), Oslo University Hospital, Oslo, Norway; Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society (Drs Fure, Andelic, and Røe), Institute of Clinical Medicine, Faculty of Medicine (Drs Howe and Røe), and Department of Psychology (Dr Løvstad), University of Oslo, Oslo, Norway; Department of Psychology, Norwegian University of Technology and Science, Trondheim, Norway (Dr Olsen); Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway (Dr Olsen); Department of Research, Sunnaas Rehabilitation Hospital Trust, Nesoddtangen, Norway (Drs Rike and Løvstad); Work Research Institute, Oslo Metropolitan University, Oslo, Norway (Mr Spjelkavik and Dr Enehaug)
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13
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Obiano KS, Singh R, Dawson J. Post-concussion symptoms 1-year after traumatic brain injury: using the Rivermead Post-concussion Questionnaire to identify predictors of severity. Brain Inj 2022; 36:1323-1330. [PMID: 36373981 DOI: 10.1080/02699052.2022.2140195] [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: 11/16/2022]
Abstract
BACKGROUND Patients who suffer traumatic brain injury (TBI) often experience a constellation of physical, cognitive, and emotional/behavioral symptoms called "post-concussion symptoms" and subsequent long-term disability. This study aimed to investigate the incidence of persistent post-concussion symptoms and possible predictors of long-term disability focusing on demographic, injury, and psychological factors. It was hoped to identify groups at high risk. METHODS A prospective cohort of 1322 individuals admitted with TBI were assessed in a specialist neurorehabilitation clinic at 10 weeks and 1-year post injury between August 2011 and July 2015. The outcome (post-concussion symptoms) was measured using the Rivermead Post-concussion Questionnaire (RPQ) at 1-year post injury. RESULTS At 1 yr, 1131 individuals were identified (>90% follow-up). Over 20% exhibited moderate or severe symptom levels on RPQ. A linear regression model showed that previous psychiatric history, lower Glasgow Coma Scale (GCS), severe CT abnormalities, injury caused by assault, pre-injury unemployment, and inability to return to work at 6 weeks post-injury were associated with worse symptoms at 1 yr. The adjusted R2 of the model was 25.1%. CONCLUSION These findings confirm the high incidence of post-concussion symptoms at 1 yr and identify certain associated features that increase risk. This may allow targeting of certain groups, e.g., return to work or victims of assault.
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Affiliation(s)
- Kelvin Sunday Obiano
- The University of Sheffield Institute for Translational Neuroscience, Neuroscience, Sheffield, UK
| | - Rajiv Singh
- Osborn Neurorehabilitation Unit, Department of Rehabilitation Medicine, Sheffield Teaching Hospitals, Sheffield, UK
| | - Jeremy Dawson
- Institute of Work Psychology, Sheffield University Management School, Sheffield, England
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14
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Roy D, Ghosh A, Yan H, Leoutsakos JM, Rao V, Peters ME, Van Meter TE, Sair H, Falk H, Korley FK, Bechtold KT. Prevalence and Correlates of Depressive Symptoms Within 6 Months After First-Time Mild Traumatic Brain Injury. J Neuropsychiatry Clin Neurosci 2022; 34:367-377. [PMID: 35306831 DOI: 10.1176/appi.neuropsych.21080207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Depressive symptoms are among the most common neuropsychiatric sequelae of mild traumatic brain injury (mTBI). Very few studies have compared correlates of depressive symptoms within the first 6 months of injury in cohorts experiencing their first TBI. The authors investigated whether the correlates of depressive symptoms (being female, older, lower education, having brain lesions, experiencing worse postconcussive symptoms, and incomplete functional recovery) that have been established in populations with moderate to severe TBI were the same for individuals with first-time mTBI within the first 6 months of recovery. METHODS Two hundred seventeen individuals with first-time mTBI were divided into subgroups-new-onset depressive symptoms, recurrent depressive symptoms, prior depression history only, and never depressed-and compared on clinical and demographic variables and the presence of postconcussive symptoms and functional recovery at 3 and 6 months. RESULTS New-onset depressive symptoms developed in 12% of the cohort, whereas 11% of the cohort had recurrent depressive symptoms. Both depressive symptoms groups were more likely to comprise women and persons of color and were at higher risk for clinically significant postconcussive symptoms and incomplete functional recovery for the first 6 months postinjury. CONCLUSIONS Presence of depressive symptoms after first-time mTBI was associated with persistent postconcussive symptoms and incomplete functional recovery in the first 6 months. Adding to the existing literature, these findings identified correlates of depressive symptom development and poor outcomes after mTBI, thus providing further evidence that mTBI may produce persistent symptoms and functional limitations that warrant clinical attention.
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Affiliation(s)
- Durga Roy
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Anjik Ghosh
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Haijuan Yan
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Jeannie-Marie Leoutsakos
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Vani Rao
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Matthew E Peters
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Timothy E Van Meter
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Haris Sair
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Hayley Falk
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Frederick K Korley
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
| | - Kathleen T Bechtold
- Departments of Psychiatry and Behavioral Sciences (Roy, Yan, Leoutsakos, Rao, Peters) and Physical Medicine and Rehabilitation (Bechtold), Johns Hopkins University, Baltimore; Department of Pharmacology and Physiology, Georgetown University, Washington, DC (Ghosh); ImmunArray, Inc., Richmond, Virginia (Van Meter); University of Michigan Medical School, Ann Arbor (Falk, Korley)
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15
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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: 14] [Impact Index Per Article: 7.0] [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.
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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
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16
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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.
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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:
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17
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Callahan C, Bloom J, Fonseca J, Ramsey K, DeMaio V, Deichmeister M, Register-Mihalik J. Presence of persistent parent reported emotional and behavioral-related concussion symptoms is associated with lower health-related quality of life in adolescent athletes. J Neurotrauma 2022; 39:1214-1221. [PMID: 35481782 DOI: 10.1089/neu.2021.0398] [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
Persistent concussion symptoms in adolescents are associated with lower health-related quality of life (HRQOL). However, the association between persistent emotional and behavioral-related concussion symptoms (EBS) and HRQOL is unknown. This study was a prospective cohort of adolescent athletes presenting to a concussion clinic within three days post-concussion and completing a one-month follow up. The independent variable in these analyses was parent reported EBS symptom presence grouped as: 1) no EBS; 2) EBS present at pre-concussion levels; and 3) EBS worse than pre-concussion. EBS included the following concussion symptoms: feeling irritable, depressed, frustrated/impatient, restless, reduced tolerance to stress/emotion, poor concentration, and fear of permanent symptoms. Dependent variables were parent reported psychosocial, physical, and total HRQOL. Separate multivariable linear regression models controlling for age, sex, and concussion history were used to assess the association between EBS and HRQOL. Estimated adjusted mean differences (MD) and 95% confidence intervals (CI) were used to assess associations; MDs with a 95%CI excluding 0.0 were considered statistically significant. Overall, n=245 presented to the study clinic three days post-concussion and completed the one-month follow-up (Mage=14.28±2.09 years, 59.02% male, 90.64% Caucasian, 31.84% with concussion history). At one-month post-concussion, adolescents with pre-concussion EBS levels had significantly lower psychosocial, physical, and total HRQOL than those with no EBS. Additionally, those with EBS worse than pre-concussion had significantly lower psychosocial, physical, and total HRQOL than those with no EBS and EBS at pre-concussion levels. These findings highlight the importance of HRQOL assessments and that targeted interventions may be needed for those with EBS at one-month post-concussion to improve HRQOL.
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Affiliation(s)
- Christine Callahan
- The University of North Carolina at Chapel Hill, 2331, Exercise and Sports Science, 2207 Stallings-Evans Sports Medicine Complex Campus Box 8700, Chapel Hill, North Carolina, United States, 27599;
| | - Josh Bloom
- Carolina Family Practice & Sports Medicine, Cary, North Carolina, United States;
| | - Janna Fonseca
- Carolina Family Practice & Sports Medicine, Cary, North Carolina, United States;
| | - Kristen Ramsey
- Carolina Family Practice & Sports Medicine, Cary, North Carolina, United States;
| | - Valerie DeMaio
- The University of North Carolina at Chapel Hill, 2331, Department of Emergency Medicine, Chapel Hill, North Carolina, United States;
| | - Margaret Deichmeister
- University of North Carolina at Chapel Hill School of Medicine, 6797, Chapel Hill, North Carolina, United States;
| | - Johna Register-Mihalik
- University of North Carolina at Chapel Hill, 2331, Department of Exercise and Sport Science, Chapel Hill, North Carolina, United States, 27515;
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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.
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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
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19
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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.
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20
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Bai L. Gastrointestinal Decompression on Computed Tomography Examination for Patients with Craniocerebral Injury. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 2021. [DOI: 10.1166/jmihi.2021.3544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Objective: Patients with craniocerebral injury usually accompanied by intracranial hypertension and vomiting, which affect the effect of CT scanning. The aim of this study was to discuss the application effects of gastrointestinal decompression on computed tomography (CT) examination
for patients with craniocerebral injury. Methods: A total of 80 patients with craniocerebral injury in our hospital were randomly selected and divided into control and observation groups, 40 cases in each group. The observation group was given gastrointestinal decompression before the
CT examination, while the control group received routine examination. The success rate of CT examination, CT scanning effect, examination, and complication during scanning were recorded and compared in two groups. Results: The one-time success rate (100.0%) of CT examination was 100.0%
(40/40) in the observation group was significantly higher than the rate in the control group (82.5%, P = 0.034). The CT examination clearly showed in the types of craniocerebral injury, the brain tissue injury, the ventricular compression and the midline displacement. The CT examination
time of observation group was shorter than that of control group (P < 0.001), while there was no significant difference in the whole examination time spent on both gastrointestinal decompression operation and CT examination between the two groups (P = 0.301). In the observation
group, there was only 1 case of retching, and no cases of vomiting or aspiration during scanning. The incidence of various complications in observation group was significantly lesser than the incidence in control group (P = 0.034). Conclusions: Continue gastrointestinal decompression
can significantly reduce the incidence of vomiting and other complication in patients with craniocerebral injury during CT examination, reduce the CT examination time, and improve the success rate of one-time scanning.
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Affiliation(s)
- Limei Bai
- Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
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21
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Marcynyszyn LA, McCarty CA, Rivara FP, Johnson AM, Wang J, Zatzick DF. Parent Traumatic Events and Adolescent Internalizing Symptoms: The Mediating Role of Parental Depression Among Youth with Persistent Post-concussive Symptoms. J Pediatr Psychol 2021; 46:547-556. [PMID: 33411915 DOI: 10.1093/jpepsy/jsaa128] [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: 08/03/2020] [Revised: 12/07/2020] [Accepted: 12/13/2020] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Research has demonstrated associations between parental depression (PD) and negative psychological outcomes among their children. However, little is known about the pathways through which lifetime parent traumatic events (PTEs) influence their adolescents' internalizing symptoms. Our study examined whether PD mediates the association between PTE and adolescent depressive and anxious symptoms among youth with persistent postconcussive symptoms (PPCS). METHODS We used baseline data from a randomized effectiveness trial of collaborative care for treatment of persistent postconcussive symptoms among sports-injured adolescents aged 11-18 years. Parent-adolescent dyads were recruited from pediatric clinics throughout western Washington. Eligible adolescents had three or more PPCS that lasted for at least 1 month but <9 months and spoke English. Of 1,870 potentially eligible adolescents, 1,480 (79%) were excluded for not meeting the inclusion criteria. Of the eligible 390 adolescents, 189 (49%) declined to participate/consent. Participants included 200 parent-adolescent dyads (adolescent Mage = 14.7 years, SD = 1.7). Parent respondents were mostly female (83%) and mothers (81%). Adolescents reported on their depressive (Patient Health Questionnaire-9; PHQ-9) and anxious symptoms (Revised Child Anxiety and Depression Scale-Short Version [anxiety subscale]) and parents reported on their depressive symptoms (M = 3.7, SD = 3.7; PHQ-9). RESULTS Mediation analyses revealed two (out of four) significant indirect effects of PTE on both adolescent and parent report of depressive symptoms, but not anxiety. CONCLUSIONS This study elucidates one pathway (PD) through which PTE history influences adolescent depressive symptoms, supporting a two-generation approach to pediatric patient care for youth experiencing PPCS.
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Affiliation(s)
- Lyscha A Marcynyszyn
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute
| | - Carolyn A McCarty
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute.,Department of Pediatrics, University of Washington
| | - Frederick P Rivara
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute.,Department of Pediatrics, University of Washington.,Harborview Injury Prevention and Research Center, University of Washington
| | - Ashleigh M Johnson
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute
| | - Jin Wang
- Department of Pediatrics, University of Washington.,Harborview Injury Prevention and Research Center, University of Washington
| | - Douglas F Zatzick
- Harborview Injury Prevention and Research Center, University of Washington.,Psychiatry and Behavioral Sciences, University of Washington
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22
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Ritter J, Dawson J, Singh RK. Functional recovery after brain injury: Independent predictors of psychosocial outcome one year after TBI. Clin Neurol Neurosurg 2021; 203:106561. [PMID: 33618172 DOI: 10.1016/j.clineuro.2021.106561] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/09/2021] [Accepted: 02/09/2021] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Traumatic Brain Injury (TBI) is the leading cause of death and disability in people aged under 40 in the UK. Many patients suffer residual deficits, which limits their functional recovery. The aim of this study was to determine independent predictors of functional outcome at 1-year post-TBI. METHODS Utilising a prospective observational cohort design, 1131 consecutive adult admissions with non-recurrent TBI were recruited from the ED (Emergency Department). Using routine consultant-led follow up clinics, data was collected between August 2011 and July 2015. The Rivermead Head Injury Follow Up Questionnaire (RHFUQ) was used to measure psychosocial function at 1 year. RESULTS A multiple linear regression model showed that previous psychiatric history (p < 0.001), lower Glasgow Coma Scale (p < 0.001), a severe CT scan (p = 0.002), aetiology of assault compared to sport (p = 0.011) and falls (p = 0.005), initial unemployment (p < 0.001) and no job at 8-10 weeks (p < 0.001) after TBI had a significant association with a worse RHFUQ score at 1 year. Follow up rate was >90 %. CONCLUSIONS This study adds valuable information on the prognostic indicators of TBI recovery and possible targets for intervention. Future development of a validated prognostic model to predict long term functional outcomes after TBI will help improve long-term treatment of the condition.
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Affiliation(s)
- Jonathan Ritter
- Sheffield Institute of Translational Neuroscience, University of Sheffield, Sheffield, United Kingdom.
| | - Jeremy Dawson
- Institute of Work Psychology, University of Sheffield Management School, Sheffield, United Kingdom
| | - Rajiv K Singh
- Sheffield Institute of Translational Neuroscience, University of Sheffield, Sheffield, United Kingdom; Osborn Neurorehabilitation Unit, Department of Rehabilitation Medicine, Sheffield Teaching Hospitals, Sheffield, S5 7AU, United Kingdom
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23
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Young G. Thirty Complexities and Controversies in Mild Traumatic Brain Injury and Persistent Post-concussion Syndrome: a Roadmap for Research and Practice. PSYCHOLOGICAL INJURY & LAW 2020. [DOI: 10.1007/s12207-020-09395-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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24
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Mikolić A, Polinder S, Steyerberg EW, Retel Helmrich IRA, Giacino JT, Maas AIR, van der Naalt J, Voormolen DC, von Steinbüchel N, Wilson L, Lingsma HF, van Klaveren D. Prediction of Global Functional Outcome and Post-Concussive Symptoms after Mild Traumatic Brain Injury: External Validation of Prognostic Models in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study. J Neurotrauma 2020; 38:196-209. [PMID: 32977737 DOI: 10.1089/neu.2020.7074] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The majority of traumatic brain injuries (TBIs) are categorized as mild, according to a baseline Glasgow Coma Scale (GCS) score of 13-15. Prognostic models that were developed to predict functional outcome and persistent post-concussive symptoms (PPCS) after mild TBI have rarely been externally validated. We aimed to externally validate models predicting 3-12-month Glasgow Outcome Scale Extended (GOSE) or PPCS in adults with mild TBI. We analyzed data from the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) project, which included 2862 adults with mild TBI, with 6-month GOSE available for 2374 and Rivermead Post-Concussion Symptoms Questionnaire (RPQ) results available for 1605 participants. Model performance was evaluated based on calibration (graphically and characterized by slope and intercept) and discrimination (C-index). We validated five published models for 6-month GOSE and three for 6-month PPCS scores. The models used different cutoffs for outcome and some included symptoms measured 2 weeks post-injury. Discriminative ability varied substantially (C-index between 0.58 and 0.79). The models developed in the Corticosteroid Randomisation After Significant Head Injury (CRASH) trial for prediction of GOSE <5 discriminated best (C-index 0.78 and 0.79), but were poorly calibrated. The best performing models for PPCS included 2-week symptoms (C-index 0.75 and 0.76). In conclusion, none of the prognostic models for early prediction of GOSE and PPCS has both good calibration and discrimination in persons with mild TBI. In future studies, prognostic models should be tailored to the population with mild TBI, predicting relevant end-points based on readily available predictors.
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Affiliation(s)
- Ana Mikolić
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Ewout W Steyerberg
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands.,Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Isabel R A Retel Helmrich
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Harvard Medical School, Cambridge, Massachusetts, USA
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Antwerp, Belgium
| | - Joukje van der Naalt
- Department of Neurology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Daphne C Voormolen
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Nicole von Steinbüchel
- Institute of Medical Psychology and Medical Sociology, Georg-August-University, Göttingen, Germany
| | - Lindsay Wilson
- Division of Psychology, University of Stirling, Stirling, United Kingdom
| | - Hester F Lingsma
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - David van Klaveren
- Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands.,Predictive Analytics and Comparative Effectiveness Center, Institute for Clinical Research and Health Policy Studies/Tufts Medical Center, Boston, Massachusetts, USA
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25
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Ducos Y, Aghakhani N. Prognostic factors for unfavorable outcome after mild traumatic brain injury. A review of literature. Neurochirurgie 2020; 67:259-264. [PMID: 32593671 DOI: 10.1016/j.neuchi.2020.04.129] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 03/08/2020] [Accepted: 04/13/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Unfavorable outcomes occur in 15-20% of patients with mild traumatic brain injury (mTBI). Early identification of patients at risk of unfavorable outcome is crucial for suitable management to be initiated, increasing the chances of full recovery. Many studies have been published on prognostic factors, but are not of a high level of evidence and certainty. A number of factors have been proposed and predictive models have been constructed that, although attractive, have not yet been externally validated. OBJECTIVES A review of literature (systematic search of PubMed and Google Scholar) assembled relevant available information about prognostic factors for unfavorable outcome after mTBI. We discuss the consistency of these findings, and the possibility and difficulty of using these factors in a daily practice. RESULTS It appears that the strongest and most consistent predictors are the number, severity and duration of symptoms present in the first few days after the trauma.
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Affiliation(s)
- Y Ducos
- Department of Neurosurgery, Paris, France
| | - N Aghakhani
- Department of Neurosurgery, Paris, France; Center for Evaluation and Multidisciplinary Care of Mild Traumatic Brain Injury, Bicêtre University Hospital, Paris, France.
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26
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Graff HJ, Deleu NW, Christiansen P, Rytter HM. Facilitators of and barriers to return to work after mild traumatic brain injury: A thematic analysis. Neuropsychol Rehabil 2020; 31:1349-1373. [PMID: 32584206 DOI: 10.1080/09602011.2020.1778489] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Individuals with mild traumatic brain injury (mTBI) may experience protracted symptoms affecting their ability to work. Several actors may facilitate or act as a barrier to a successful return to work (RTW). This qualitative study used semi-structured in-depth interviews with 22 adults with mTBI at 2-5 years post injury, targeting experiences of how different actors facilitated or acted as a barrier in the RTW process, and encompassed the mTBI trajectory from the acute phase to the post-acute phase. A thematic analysis with a hermeneutical phenomenological approach was used to analyse data. Three main themes emerged. (1) Worker-employer relationship: Workplace accommodations such as decreased working hours, modified working conditions, and support from co-workers were lacking. (2) The role of the general practitioner: The general practitioner was lacking treatment and referral opportunities and failed to provide the patient with relevant and individualized guidance. (3) Municipal case management: Participants perceived being met with distrust by social workers, follow-up assessments were too frequent, unnecessary, and did not target concussion, and rehabilitation was referred too late. Clinical practice guidelines to improve referral to relevant concussion rehabilitation in case of persistent symptoms are needed to inform clinicians, employers, and public institutions to facilitate a successful RTW.
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Affiliation(s)
- Heidi Jeannet Graff
- Department of Anaesthesia, Centre of Head and Orthopaedics, University Hospital Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Danish Concussion Center, Copenhagen, Denmark
| | - Nicole W Deleu
- Centre for Rehabilitation of Brain Injury, Copenhagen, Denmark
| | | | - Hana Malá Rytter
- Danish Concussion Center, Copenhagen, Denmark.,Department of Psychology, University of Copenhagen, Copenhagen, Denmark.,Department of Neurology, University Hospital Bispebjerg - Frederiksberg, Copenhagen, Denmark
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