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Chiollaz AC, Pouillard V, Spigariol F, Romano F, Seiler M, Ritter Schenk C, Korff C, Habre C, Maréchal F, Wyss V, Gruaz L, Lamana-Vallverdu M, Chocano E, Sempere Bordes L, Luaces-Cubells C, Méndez-Hernández M, Alonso Cadenas JA, Carpio Linde MJ, de la Torre Sanchez P. Management of Pediatric Mild Traumatic Brain Injury Patients: S100b, Glial Fibrillary Acidic Protein, and Heart Fatty-Acid-Binding Protein Promising Biomarkers. Neurotrauma Rep 2024; 5:529-539. [PMID: 39071980 PMCID: PMC11271147 DOI: 10.1089/neur.2024.0027] [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] [Indexed: 07/30/2024] Open
Abstract
Children are highly vulnerable to mild traumatic brain injury (mTBI). Blood biomarkers can help in their management. This study evaluated the performances of biomarkers, in discriminating between children with mTBI who had intracranial injuries (ICIs) on computed tomography (CT+) and (1) patients without ICI (CT-) or (2) both CT- and in-hospital-observation without CT patients. The aim was to rule out the need of unnecessary CT scans and decrease the length of stay in observation in the emergency department (ED). Newborns to teenagers (≤16 years old) with mTBI (Glasgow Coma Scale > 13) were included. S100b, glial fibrillary acidic protein (GFAP), and heart fatty-acid-binding protein (HFABP) performances to identify patients without ICI were evaluated through receiver operating characteristic curves, where sensitivity was set at 100%. A total of 222 mTBI children sampled within 6 h since their trauma were reported. Nineteen percent (n = 43/222) underwent CT scan examination, whereas the others (n = 179/222) were kept in observation at the ED. Sixteen percent (n = 7/43) of the children who underwent a CT scan had ICI, corresponding to 3% of all mTBI-included patients. When sensibility (SE) was set at 100% to exclude all patients with ICI, GFAP yielded 39% specificity (SP), HFABP 37%, and S100b 34% to rule out the need of CT scans. These biomarkers were even more performant: 52% SP for GFAP, 41% for HFABP, and 39% for S100b, when discriminating CT+ versus both in-hospital-observation and CT- patients. These markers can significantly help in the management of patients in the ED, avoiding unnecessary CT scans, and reducing length of stay for children and their families.
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Affiliation(s)
- Anne-Cécile Chiollaz
- Internal Medicine Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Virginie Pouillard
- Pediatric Neurology Unit, Woman, Child and Adolescent Department, Geneva University Hospitals, Geneva, Switzerland
| | - Fabian Spigariol
- Pediatric Emergency Department, Neuchâtel Hospital (RHNE), Neuchatel, Switzerland
| | - Fabrizio Romano
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Michelle Seiler
- Pediatric Emergency Department, University Children's Hospital Zurich, Zurich, Switzerland
| | | | - Christian Korff
- Pediatric Neurology Unit, Woman, Child and Adolescent Department, Geneva University Hospitals, Geneva, Switzerland
| | - Céline Habre
- Division of Radiology, University Hospitals of Geneva, Geneva, Switzerland
| | - Fabienne Maréchal
- Platform of Pediatric Clinical Research, Woman, Child and Adolescent Department, Geneva University Hospitals, Geneva, Switzerland
| | - Verena Wyss
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Lyssia Gruaz
- Internal Medicine Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Marcel Lamana-Vallverdu
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Autonomous University of Barcelona, Barcelona, Spain
| | - Elvira Chocano
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Autonomous University of Barcelona, Barcelona, Spain
| | - Lluis Sempere Bordes
- Neurovascular Research Group, Institute of Biomedicine in Sevilla, Sevilla, Spain
| | - Carlos Luaces-Cubells
- Pediatric Emergency Service, University Hospital San Joan de Deu, Esplugues del Llobregat, Barcelona, Spain
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2
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Malhotra AK, Ide K, Salaheen Z, Mahood Q, Cunningham J, Hutchison J, Guerguerian AM. Acute Fluid Biomarkers for Diagnosis and Prognosis in Children with Mild Traumatic Brain Injury: A Systematic Review. Mol Diagn Ther 2024; 28:169-187. [PMID: 38133736 DOI: 10.1007/s40291-023-00685-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND AND OBJECTIVE Fluid biomarkers have the potential to improve the accuracy of diagnosis and prognosis in children with mild traumatic brain injury. Our primary objective was to assess the diagnostic and prognostic utility of acute blood and fluid biomarkers in children with mild traumatic brain injury. METHODS We performed a systematic review of the published literature in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. Fluid biomarker studies assessing pediatric mild traumatic brain injury diagnosis or prognosis were included if blood or fluids were sampled within 24 h of injury. RESULTS Thirty-two studies involving 4743 patients were included comprising 25 diagnostic studies and ten prognostic studies with three studies assessing both diagnosis and prognosis. Sixteen of the 25 diagnostic studies reported the area under the receiver operating characteristic curve (AUC) for predicting abnormal computed tomography scans of the head; S100 calcium binding protein B (S100B, N = 6 studies, AUC range 0.67-1.00), glial fibrillary acidic protein (N = 5, AUC range 0.41-0.85), ubiquitin C-terminal hydrolase (N = 3, AUC 0.59 and 0.83), neuron specific enolase (N = 1, AUC 0.99), total tau (N = 1, AUC 0.65), and interleukin-6 (N = 1, AUC 0.61). In four of the ten prognostic studies, increased acute serum S100B levels, tumor necrosis factor-α, or interleukin-8 were associated with post-concussive symptoms or fatigue from 3 to 12 months post-injury. CONCLUSIONS The largest amount of evidence supported the potential use of S100B, glial fibrillary acidic protein, and UCH-L1, but there was mixed accuracy for diagnosis and prognostication for all biomarkers in pediatric mTBI.
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Affiliation(s)
- Armaan K Malhotra
- Division of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Kentaro Ide
- Department of Critical Care and Anesthesia, The National Center for Child Health and Development, Tokyo, Japan
| | - Zaid Salaheen
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Quenby Mahood
- Reference Library, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jessie Cunningham
- Reference Library, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jamie Hutchison
- Department of Critical Care Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
- Neuroscience and Mental Health Research Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada.
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada.
| | - Anne-Marie Guerguerian
- Department of Critical Care Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
- Neuroscience and Mental Health Research Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada.
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada.
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3
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Siahaan AMP, Fernando ET. The Potential of S100 Calcium-Binding Protein B and Glial Fibrillary Acid Protein in Predicting the Intracranial Lesions in Mild Traumatic Brain Injury: A Systematic Review of Literature. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.9566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
ABSTRACT
AIM: To summarize the current evidence of S100B and GFAP in predicting intracranial lesions after mTBI.
MATERIAL AND METHODS: We searched publications on biomarkers in mTBI from Web of Science, PubMed, and Scopus between January 1990 and July 2021. We included RCTs, cohort, case control, and cross-sectional studies that involved patients with acute closed mTBI in all age group in which head CT scan and blood-based biomarkers (GFAP and S100B) examination were conducted under 24 hours. This study was registered in Open Science Framework.
RESULTS: The initial search identified 4.937 article, in which 127 were included for full-text assessment. A total of 16 articles were finally included. No RCT was found in literature searching. Thirteen studies were studying S100B and three studies were studying GFAP. Nine out of 13 S100B studies shows a promising result with ≥ 95% sensitivity for detecting intracranial lesions. Majorities (11 /13) studies of S100B confirmed that S100B reduced the unnecessary usage of CT scan. GFAP concentration significantly increased in CT+ patient than CT- patient. No specific GFAP cut off value between the studies was found.
CONCLUSION: The result showed that S100B and GFAP had potential to predict the occurrence of intracranial lesions. Variance between methodologies and cut off value hindered the quality of evidence, especially in GFAP.
KEYWORDS: mild traumatic brain injury, S100B, GFAP.
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4
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Janigro D, Mondello S, Posti JP, Unden J. GFAP and S100B: What You Always Wanted to Know and Never Dared to Ask. Front Neurol 2022; 13:835597. [PMID: 35386417 PMCID: PMC8977512 DOI: 10.3389/fneur.2022.835597] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/03/2022] [Indexed: 12/19/2022] Open
Abstract
Traumatic brain injury (TBI) is a major global health issue, with outcomes spanning from intracranial bleeding, debilitating sequelae, and invalidity with consequences for individuals, families, and healthcare systems. Early diagnosis of TBI by testing peripheral fluids such as blood or saliva has been the focus of many research efforts, leading to FDA approval for a bench-top assay for blood GFAP and UCH-L1 and a plasma point-of-care test for GFAP. The biomarker S100B has been included in clinical guidelines for mTBI (mTBI) in Europe. Despite these successes, several unresolved issues have been recognized, including the robustness of prior data, the presence of biomarkers in tissues beyond the central nervous system, and the time course of biomarkers in peripheral body fluids. In this review article, we present some of these issues and provide a viewpoint derived from an analysis of existing literature. We focus on two astrocytic proteins, S100B and GFAP, the most commonly employed biomarkers used in mTBI. We also offer recommendations that may translate into a broader acceptance of these clinical tools.
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Affiliation(s)
- Damir Janigro
- Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, OH, United States.,FloTBI, Cleveland, OH, United States
| | - Stefania Mondello
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Jussi P Posti
- Department of Neurosurgery, Neurocenter, Turku Brain Injury Center, Turku University Hospital, University of Turku, Turku, Finland
| | - Johan Unden
- Department of Operation and Intensive Care, Hallands Hospital Halmstad, Lund University, Lund, Sweden
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Kearns J, Ross AM, Walsh DR, Cahalane RM, Hinchion R, Ryan MC, Conway E, Comyns TM, Kenny IC, O'Connor EM, McGourty KD, Mulvihill JJE. A blood biomarker and clinical correlation cohort study protocol to diagnose sports-related concussion and monitor recovery in elite rugby. BMJ Open Sport Exerc Med 2021; 6:e000948. [PMID: 34422289 PMCID: PMC8323462 DOI: 10.1136/bmjsem-2020-000948] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/14/2020] [Accepted: 10/30/2020] [Indexed: 11/04/2022] Open
Abstract
Introduction In professional rugby, sports-related concussion (SRC) remains the most frequent time loss injury. Therefore, accurately diagnosing SRC and monitoring player recovery, through a multi-modal assessment process, is critical to SRC management. In this protocol study, we aim to assess SRC over multiple time points post-injury to determine the value of multi-modal assessments to monitor player recovery. This is of significance to minimise premature return-to-play and, ultimately, to reduce the long-term effects associated with SRC. The study will also establish the logistics of implementing such a study in a professional setting to monitor a player's SRC recovery. Methods and analysis All players from the participating professional rugby club within the Irish Rugby Football Union are invited to participate in the current study. Player assessment includes head injury assessment (HIA), neuropsychometric assessment (ImPACT), targeted biomarker analysis and untargeted biomarker analysis. Baseline HIA, ImPACT, and blood draws are performed prior to the start of playing season. During the baseline tests, player's complete consent forms and an SRC history questionnaire. Subsequently, any participant that enters the HIA process over the playing season due to a suspected SRC will be clinically assessed (HIA and ImPACT) and their blood will be drawn within 3 days of injury, 6 days post-injury, and 13 days post-injury. Ethics and dissemination Ethical approval was attained from the Science and Engineering Research Ethics Committee, University of Limerick (Approval Code: 2018_06_11_S&E). On completion of the study, further manuscripts will be published to present the results of the tests and their ability to measure player recovery from SRC. Trial registration number NCT04485494.
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Affiliation(s)
- Jamie Kearns
- Munster Rugby Club, High Performance Centre, Limerick, Ireland
| | - Aisling M Ross
- School of Engineering, University of Limerick, Limerick, Ireland
| | - Darragh R Walsh
- School of Engineering, University of Limerick, Limerick, Ireland
| | | | - Rita Hinchion
- Clinical Research Support Unit, University Hospital Limerick, Limerick, Ireland.,Health Research Institute, University of Limerick, Limerick, Ireland
| | - Maria C Ryan
- Clinical Research Support Unit, University Hospital Limerick, Limerick, Ireland.,Health Research Institute, University of Limerick, Limerick, Ireland
| | - Elaine Conway
- Clinical Research Support Unit, University Hospital Limerick, Limerick, Ireland.,Health Research Institute, University of Limerick, Limerick, Ireland
| | - Tom M Comyns
- Health Research Institute, University of Limerick, Limerick, Ireland
| | - Ian C Kenny
- Health Research Institute, University of Limerick, Limerick, Ireland.,Physical Education and Sport Sciences, University of Limerick, Limerick, Ireland
| | - Eibhlís M O'Connor
- Health Research Institute, University of Limerick, Limerick, Ireland.,Biological Sciences, University of Limerick, Limerick, Ireland.,Bernal Institute, University of Limerick, Limerick, Ireland
| | - Kieran D McGourty
- Health Research Institute, University of Limerick, Limerick, Ireland.,Bernal Institute, University of Limerick, Limerick, Ireland.,Chemical Sciences, University of Limerick, Limerick, Ireland
| | - John Joseph Eugene Mulvihill
- School of Engineering, University of Limerick, Limerick, Ireland.,Health Research Institute, University of Limerick, Limerick, Ireland.,Bernal Institute, University of Limerick, Limerick, Ireland
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6
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Traumatic brain injury biomarkers in pediatric patients: a systematic review. Neurosurg Rev 2021; 45:167-197. [PMID: 34170424 DOI: 10.1007/s10143-021-01588-0] [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: 01/27/2021] [Revised: 05/23/2021] [Accepted: 06/15/2021] [Indexed: 10/21/2022]
Abstract
Traumatic brain injury (TBI) is the main cause of pediatric trauma death and disability worldwide. Recent studies have sought to identify biomarkers of TBI for the purpose of assessing functional outcomes. The aim of this systematic review was to evaluate the utility of TBI biomarkers in the pediatric population by summarizing recent findings in the medical literature. A total of 303 articles were retrieved from our search. An initial screening to remove duplicate studies yielded 162 articles. After excluding all articles that did not meet the inclusion criteria, 56 studies were gathered. Among the 56 studies, 36 analyzed serum biomarkers; 11, neuroimaging biomarkers; and 9, cerebrospinal fluid (CSF) biomarkers. Most studies assessed biomarkers in the serum, reflecting the feasibility of obtaining blood samples compared to obtaining CSF or performing neuroimaging. S100B was the most studied serum biomarker in TBI, followed by SNE and UCH-L1, whereas in CSF analysis, there was no unanimity. Among the different neuroimaging techniques employed, diffusion tensor imaging (DTI) was the most common, seemingly holding diagnostic power in the pediatric TBI clinical setting. The number of cross-sectional studies was similar to the number of longitudinal studies. Our data suggest that S100B measurement has high sensitivity and great promise in diagnosing pediatric TBI, ideally when associated with head CT examination and clinical decision protocols. Further large-scale longitudinal studies addressing TBI biomarkers in children are required to establish more accurate diagnostic protocols and prognostic tools.
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7
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Mannix R, Levy R, Zemek R, Yeates KO, Arbogast K, Meehan WP, Leddy J, Master C, Mayer AR, Howell DR, Meier TB. Fluid Biomarkers of Pediatric Mild Traumatic Brain Injury: A Systematic Review. J Neurotrauma 2020; 37:2029-2044. [DOI: 10.1089/neu.2019.6956] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Affiliation(s)
- Rebekah Mannix
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Rachel Levy
- Medical College of Georgia, Augusta, Georgia, USA
| | - Roger Zemek
- Departments of Pediatrics and Emergency Medicine, University of Ottawa, and Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
| | - Keith Owen Yeates
- Department of Psychology, Alberta Children's Hospital Research Institute, and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kristy Arbogast
- Division of Emergency Medicine, Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - William P. Meehan
- Micheli Center for Sports Injury Prevention, Division of Sports Medicine and Department of Pediatrics Boston Children's Hospital, Boston, Massachusetts, USA
| | - John Leddy
- UBMD Department of Orthopedics and Sports Medicine, State University of New York at Buffalo, Buffalo, New York, USA
| | - Christina Master
- Sports Medicine and Performance Center, Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrew R. Mayer
- Mind Research Network/LBERI and Departments of Psychology, Neurology, and Psychiatry, University of New Mexico, Albuquerque, New Mexico, USA
| | - David R. Howell
- Children's Hospital Colorado Sports Medicine Center and Department of Orthopedics University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Timothy B. Meier
- Departments of Neurosurgery, Cell Biology, Neurobiology and Anatomy, and Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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8
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Friedman AB, Berning AW, Marill KA. Confidence at 100%: Characteristics of Likelihood Ratio Confidence Intervals in the Emergency Medicine Diagnostics Literature. Acad Emerg Med 2020; 27:897-904. [PMID: 32011039 DOI: 10.1111/acem.13930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 12/19/2019] [Accepted: 01/28/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE We hypothesized that "perfect" 100% sample sensitivity or specificity (PSSS) is common in the emergency medicine (EM) literature. When results yield PSSS, calculating the likelihood ratio (LR) 95% confidence interval (CI) has been challenging. Consequently, we also hypothesized that studies with PSSS would be less likely to report the LR and associated CI, and those that did would use imperfect methods. METHODS We searched PubMed or Scopus for all articles reporting diagnostic test results in the 20 top EM journals from 2011 to 2016 and randomly sampled 124 articles. Trained researchers coded the articles as having PSSS or not ("controls"). We separately sampled 100 articles with PSSS and compared them to 100 controls in terms of their reporting of diagnostic tests and associated CIs. RESULTS Of the 124 articles, 19.4% (95% CI = 13% to 27.6%) feature a diagnostic test with PSSS. The LR is reported significantly less often in PSSS studies versus control studies: 18 of 100 articles (18% [95% CI = 11.3% to 27.2%]) versus 34 of 100 articles (34% [95% CI = 25% to 44.2%]), with an odds ratio (OR) of 0.43 (95% CI = 0.21 to 0.86). The LR 95% CI is also reported less often in PSSS versus control studies: five of 100 articles (5% [95% CI = 1.9% to 11.8%]) versus 27 of 100 articles (27% [95% CI = 18.8% to 37%]), with an OR of 0.11 (95% CI = 0.02 to 0.44). Five articles with perfect sample sensitivity reported their negative LR CI. The bootstrap method resulted in CIs that were 42.7% smaller on average (range = 16.6% to 63.6%). CONCLUSION This analysis provides systematic evidence of diagnostic test reporting in the EM literature. Sample sensitivity or specificity of 100% is common. LRs and their associated 95% CIs are infrequently reported, particularly for PSSS samples. When the LR CI is reported in this scenario, it is overly wide. Improved reporting and methods can enhance the utility and confidence in diagnostic tests in EM.
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Affiliation(s)
- Ari B Friedman
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
| | - Aric W Berning
- University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Keith A Marill
- Department of Emergency Medicine, Harvard Medical School, Boston, MA
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9
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Using Serum Amino Acids to Predict Traumatic Brain Injury: A Systematic Approach to Utilize Multiple Biomarkers. Int J Mol Sci 2020; 21:ijms21051786. [PMID: 32150890 PMCID: PMC7084695 DOI: 10.3390/ijms21051786] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 02/17/2020] [Accepted: 03/02/2020] [Indexed: 01/06/2023] Open
Abstract
Traumatic brain injury (TBI) can cause biochemical and metabolomic alterations in the brain tissue and serum. These alterations can be used for diagnosis and prognosis of TBI. Here, the serum concentrations of seventeen amino acids (AA) were studied for their potential utility as biomarkers of TBI. Twenty-five female, 4-week-old piglets received diffuse (n = 13) or focal (n = 12) TBI. Blood samples were obtained both pre-injury and at either 24-h or 4-days post-TBI. To find a robust panel of biomarkers, the results of focal and diffuse TBIs were combined and multivariate logistic regression analysis, coupled with the best subset selection technique and repeated k-fold cross-validation method, was used to perform a thorough search of all possible subsets of AAs. The combination of serum glycine, taurine, and ornithine was optimal for TBI diagnosis, with 80% sensitivity and 86% overall prediction rate, and showed excellent TBI diagnostic performance, with 100% sensitivity and 78% overall prediction rate, on a separate validation dataset including four uninjured and five injured animals. We found that combinations of biomarkers outperformed any single biomarker. We propose this 3-AA serum biomarker panel to diagnose mild-to-moderate focal/diffuse TBI. The systematic approaches implemented herein can be used for combining parameters from various TBI assessments to develop/evaluate optimal multi-factorial diagnostic/prognostic TBI metrics.
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10
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Hajiaghamemar M, Seidi M, Oeur RA, Margulies SS. Toward development of clinically translatable diagnostic and prognostic metrics of traumatic brain injury using animal models: A review and a look forward. Exp Neurol 2019; 318:101-123. [PMID: 31055005 PMCID: PMC6612432 DOI: 10.1016/j.expneurol.2019.04.019] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 04/11/2019] [Accepted: 04/30/2019] [Indexed: 12/11/2022]
Abstract
Traumatic brain injury is a leading cause of cognitive and behavioral deficits in children in the US each year. There is an increasing interest in both clinical and pre-clinical studies to discover biomarkers to accurately diagnose traumatic brain injury (TBI), predict its outcomes, and monitor its progression especially in the developing brain. In humans, the heterogeneity of TBI in terms of clinical presentation, injury causation, and mechanism has contributed to the many challenges associated with finding unifying diagnosis, treatment, and management practices. In addition, findings from adult human research may have little application to pediatric TBI, as age and maturation levels affect the injury biomechanics and neurophysiological consequences of injury. Animal models of TBI are vital to address the variability and heterogeneity of TBI seen in human by isolating the causation and mechanism of injury in reproducible manner. However, a gap between the pre-clinical findings and clinical applications remains in TBI research today. To take a step toward bridging this gap, we reviewed several potential TBI tools such as biofluid biomarkers, electroencephalography (EEG), actigraphy, eye responses, and balance that have been explored in both clinical and pre-clinical studies and have shown potential diagnostic, prognostic, or monitoring utility for TBI. Each of these tools measures specific deficits following TBI, is easily accessible, non/minimally invasive, and is potentially highly translatable between animals and human outcomes because they involve effort-independent and non-verbal tasks. Especially conspicuous is the fact that these biomarkers and techniques can be tailored for infants and toddlers. However, translation of preclinical outcomes to clinical applications of these tools necessitates addressing several challenges. Among the challenges are the heterogeneity of clinical TBI, age dependency of some of the biomarkers, different brain structure, life span, and possible variation between temporal profiles of biomarkers in human and animals. Conducting parallel clinical and pre-clinical research, in addition to the integration of findings across species from several pre-clinical models to generate a spectrum of TBI mechanisms and severities is a path toward overcoming some of these challenges. This effort is possible through large scale collaborative research and data sharing across multiple centers. In addition, TBI causes dynamic deficits in multiple domains, and thus, a panel of biomarkers combining these measures to consider different deficits is more promising than a single biomarker for TBI. In this review, each of these tools are presented along with the clinical and pre-clinical findings, advantages, challenges and prospects of translating the pre-clinical knowledge into the human clinical setting.
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Affiliation(s)
- Marzieh Hajiaghamemar
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.
| | - Morteza Seidi
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - R Anna Oeur
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Susan S Margulies
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
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11
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Lee T, Chikkabyrappa SM, Reformina D, Mastrippolito A, Chakravarti SB, Mosca RS, Shaw G, Malhotra SP. Ubiquitin C-Terminal Hydrolase 1 and Phosphorylated Axonal Neurofilament Heavy Chain in Infants Undergoing Cardiac Surgery: Preliminary Assessment as Potential Biomarkers of Brain Injury. World J Pediatr Congenit Heart Surg 2018; 9:412-418. [PMID: 29945509 DOI: 10.1177/2150135118762390] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND There are no reliable markers to assess brain injury in neonates following cardiac surgery. We examine ubiquitin C-terminal hydrolase 1 (UCHL1) and phosphorylated axonal neurofilament heavy chain (pNF-H), neuronal-specific biomarkers released following axonal and cortical injury, in neonates undergoing cardiac surgery involving cardiopulmonary bypass (CPB) and deep hypothermic circulatory arrest (DHCA). METHODS Twenty-six patients younger than three months were prospectively enrolled (CPB only, n = 12 and DHCA, n = 14). Healthy newborns (n = 22) served as the control. Blood samples were collected preoperatively and postoperatively upon intensive care unit admission (hour 0) and subsequently at 12, 24, 36, and 48 hours. Serum was tested for UCHL1 and pNF-H using enzyme-linked immunosorbent assay. Concomitant arterial blood gas, lactate, and cerebral near-infrared spectroscopy (NIRS) monitoring were performed. RESULTS Ubiquitin C-terminal hydrolase 1 showed a significant rise at 0 hours in the DHCA group compared to baseline (74.9 ± 13.7 pg/mL vs 33.9 ± 37.3 pg/mL, P < .0001). Levels returned to baseline at 12 hours. There was an early rise in UCHL1 at 0 hours in the CPB group, P = .09. Phosphorylated axonal neurofilament heavy chain was decreased at 0 hours in both the CPB and DHCA groups compared to baseline, P = .06. There was no difference between control and baseline levels of UCHL1 ( P = .9) or pNF-H ( P = .77). Decreased NIRS was observed in the DHCA group at 0 hours (57.3 ± 10.5) versus baseline (64.2 ± 12.3), but not significant ( P = .21). There was no correlation between biomarkers and NIRS at 0 hours. CONCLUSION A rapid rise in UCHL1 levels was observed in the DHCA group, suggesting that it may be a marker for acute brain injury. Follow-up with neurodevelopmental studies is ongoing.
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Affiliation(s)
- Timothy Lee
- 1 Division of Pediatric and Adult Congenital Cardiac Surgery, Department of Cardiothoracic Surgery, New York University School of Medicine, New York, NY, USA
| | - Sathish M Chikkabyrappa
- 2 Division of Pediatric Cardiology, Department of Pediatrics, New York University School of Medicine, New York, NY, USA
| | - Diane Reformina
- 2 Division of Pediatric Cardiology, Department of Pediatrics, New York University School of Medicine, New York, NY, USA
| | - Amanda Mastrippolito
- 1 Division of Pediatric and Adult Congenital Cardiac Surgery, Department of Cardiothoracic Surgery, New York University School of Medicine, New York, NY, USA
| | - Sujata B Chakravarti
- 2 Division of Pediatric Cardiology, Department of Pediatrics, New York University School of Medicine, New York, NY, USA
| | - Ralph S Mosca
- 1 Division of Pediatric and Adult Congenital Cardiac Surgery, Department of Cardiothoracic Surgery, New York University School of Medicine, New York, NY, USA
| | - Gerry Shaw
- 3 Department of Neuroscience, University of Florida College of Medicine, Gainesville, FL, USA.,4 EnCor Biotechnology Inc, Gainesville, FL, USA
| | - Sunil P Malhotra
- 1 Division of Pediatric and Adult Congenital Cardiac Surgery, Department of Cardiothoracic Surgery, New York University School of Medicine, New York, NY, USA
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12
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Oris C, Pereira B, Durif J, Simon-Pimmel J, Castellani C, Manzano S, Sapin V, Bouvier D. The Biomarker S100B and Mild Traumatic Brain Injury: A Meta-analysis. Pediatrics 2018; 141:peds.2018-0037. [PMID: 29716980 DOI: 10.1542/peds.2018-0037] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/21/2018] [Indexed: 11/24/2022] Open
Abstract
CONTEXT The usefulness of S100B has been noted as a biomarker in the management of mild traumatic brain injury (mTBI) in adults. However, S100B efficacy as a biomarker in children has previously been relatively unclear. OBJECTIVE A meta-analysis is conducted to assess the prognostic value of S100B in predicting intracerebral lesions in children after mTBI. DATA SOURCES Medline, Embase, the Cochrane Central Register of Controlled Trials (CENTRAL), Web of Science, Scopus, and Google Scholar. STUDY SELECTION Studies including children suffering mTBI who underwent S100B measurement and computed tomography (CT) scans were included. DATA EXTRACTION Of 1030 articles screened, 8 studies met the inclusion criteria. RESULTS The overall pooled sensitivity and specificity were 100% (95% confidence interval [CI]: 98%-100%) and 34% (95% CI: 30%-38%), respectively. A second analysis was based on the collection of 373 individual data points from 4 studies. Sensitivity and specificity results, obtained from reference ranges in children with a sampling time <3 hours posttrauma, were 97% (95% CI: 84.2%-99.9%) and 37.5% (95% CI: 28.8%-46.8%), respectively. Only 1 child had a low S100B level and a positive CT scan result without clinically important traumatic brain injury. LIMITATIONS Only patients undergoing both a CT scan and S100B testing were selected for evaluation. CONCLUSIONS S100B serum analysis as a part of the clinical routine could significantly reduce the number of CT scans performed on children with mTBI. Sampling should take place within 3 hours of trauma. Cutoff levels should be based on pediatric reference ranges.
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Affiliation(s)
| | - Bruno Pereira
- Biostatistics Unit, Direction de la Recherche Clinique, University Hospital of Clermont-Ferrand, Clermont-Ferrand, France
| | - Julie Durif
- Department of Biochemistry and Molecular Biology, and
| | - Jeanne Simon-Pimmel
- Department of Pediatric Emergency Medicine, University Hospital, Nantes, France
| | - Christoph Castellani
- Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria
| | - Sergio Manzano
- Department of Pediatric Emergency Medicine, University Hospital, Geneva, Switzerland; and
| | - Vincent Sapin
- Department of Biochemistry and Molecular Biology, and.,GReD, Université Clermont Auvergne, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Clermont-Ferrand, France
| | - Damien Bouvier
- Department of Biochemistry and Molecular Biology, and .,GReD, Université Clermont Auvergne, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Clermont-Ferrand, France
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Grandpierre RG, Bobbia X, de La Coussaye JE, Claret PG. Intérêt clinique des concentrations sériques de la protéine S100β dans l’évaluation des patients traumatisés crâniens. ANNALES FRANCAISES DE MEDECINE D URGENCE 2018. [DOI: 10.3166/afmu-2018-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Les recommandations de la Société française de médecine d’urgence concernant la prise en charge des patients traumatisés crâniens légers ont été éditées en 2012, complétées par des recommandations sur la bonne utilisation du biomarqueur S100β deux ans plus tard. Grâce à son excellente valeur prédictive négative, la protéine S100β utilisée à travers des règles strictes de prescription a été définie comme une alternative solide à la tomodensitométrie. Cependant, plusieurs questions restent en suspens concernant le délai maximum de réalisation du prélèvement par rapport à l’heure du traumatisme, l’impact médicoéconomique, les variations en rapport avec l’âge du patient, l’impact des agents anticoagulants ou antiagrégants plaquettaires et l’utilité du dosage sérique de cette protéine dans d’autres cadres nosologiques.
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14
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Blood biomarkers in paediatric mild traumatic brain injury: a systematic review. Neurosci Biobehav Rev 2018; 87:206-217. [DOI: 10.1016/j.neubiorev.2018.02.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 01/09/2018] [Accepted: 02/09/2018] [Indexed: 12/15/2022]
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15
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Evaluation of S100B blood level as a biomarker to avoid computed tomography in patients with mild head trauma under antithrombotic medication. Diagn Interv Imaging 2017; 98:551-556. [PMID: 28579521 DOI: 10.1016/j.diii.2017.03.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2017] [Revised: 03/17/2017] [Accepted: 03/25/2017] [Indexed: 11/22/2022]
Abstract
PURPOSE The goal of this prospective study was to analyze the potential of S100B protein as a negative predictive marker for intracranial hemorrhage (ICH) after mild head trauma (MHT) in patient under antithrombotic medication. METHODS Patients under antithrombotic medication who had MHT were consecutively included in this study. S100B blood levels were determined from samples drawn within 6hours after injury and were analyzed with the results of head CT performed within the 24hours after injury. Sensitivity, specificity, negative predictive value (NPV) and positive predictive value (PPV) of S100B levels for the detection of ICH, with a cut-off set at 0.105μg/L, were calculated. RESULTS A total of 308 patients (151 men and 157 women) with a mean age of 79.1±10.5years (SD) were included in the analysis. CT was positive for the presence of ICH in 33 patients (10.7%; 95% CI: 7.5-14.7%). In the study population, S100B showed a sensitivity of 84.8% (95%CI: 68.1-94.9%), a specificity of 30.2% (95% CI: 24.8-36.0%), a NPV of 94.3% (95% CI: 87.2-98.1%), and a PPV of 12.7% (95% CI: 8.6-17.9%) for the diagnosis of ICH. CONCLUSION The results of this study suggest that a S100B serum level<0.105μg/L has a high NPV for ICH after mild head trauma in patients under antithrombotic medication.
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Redant S, Bils E, Stern N, Haggenmacher C, Biarent D. Protéine S100B : coup marketing ou marqueur du futur ? Arch Pediatr 2016; 23:1111-1112. [DOI: 10.1016/j.arcped.2016.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 06/28/2016] [Accepted: 07/13/2016] [Indexed: 10/21/2022]
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Wyse RK, Brundin P, Sherer TB. Nilotinib - Differentiating the Hope from the Hype. JOURNAL OF PARKINSON'S DISEASE 2016; 6:519-22. [PMID: 27434298 PMCID: PMC5044778 DOI: 10.3233/jpd-160904] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 06/30/2016] [Indexed: 12/22/2022]
Abstract
We discuss a report in the current issue on clinical and biochemical findings from a safety trial using the cAbl tyrosine kinase inhibitor Nilotinib (150 mg or 300 mg given daily for 24 weeks) in a small group of patients with either advanced Parkinson's disease or Dementia with Lewy Bodies. Despite some side effects (one serious), the authors claim that Nilotinib, which is normally used at much higher doses for treating leukemia, is safe and tolerated. Furthermore, they report a possible benefit on motor and cognitive outcomes. We debate the safety of Nilotinib and the reported efficacy signals. We emphasize that due to the small sample size, and lack of a control group, it is impossible to rule out a placebo effect. We briefly discuss a range of aspects surrounding the current and possible future use of this cAbl inhibitor in patients with alpha-synucleinopathy, and what must now be done to obtain definitive information about its safety and efficacy in this population of patients.
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Affiliation(s)
| | - Patrik Brundin
- Translational Parkinson’s Disease Research, Center for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI, USA
| | - Todd B. Sherer
- Michael J Fox Foundation for Parkinson’s Research, New York, USA
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