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Rogan A, O'Sullivan MB, Holley A, McQuade D, Larsen P. Can serum biomarkers be used to rule out significant intracranial pathology in emergency department patients with mild traumatic brain injury? A Systemic Review & Meta-Analysis. Injury 2022; 53:259-271. [PMID: 34763896 DOI: 10.1016/j.injury.2021.10.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/14/2021] [Accepted: 10/16/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Interest has mounted into the use of objective clinical biomarkers for traumatic brain injury (TBI). This systematic review and meta-analysis aimed to synthesise the existing evidence investigating the use of serum & plasma biomarkers to exclude significant intracranial injuries seen on CT head scans in patients that present to ED with TBI. METHODS The primary outcome was to review the diagnostic accuracy (sensitivity & specificity) of S100B, GFAP and UCH-L1 to exclude significant intracranial pathology on CT head scan in adults presenting with TBI. Secondary outcomes investigated biomarker performance at different time points, in isolated TBI and multi-trauma and with pre-specified cut offs. Systematic searches were conducted on MEDLINE ® (via PubMed), Cochrane electronic databases and EMBASE from 1st January 2000 until June 2020. Bias was assessed using QUADAS 2 tool. A narrative synthesis and meta-analysis were performed. PROSPERO registration number CRD42020212206. RESULTS After screening, 22 papers were included. The total number of patients with TBI was 9,416. There was significant variation regarding study design, population selection and the clinical threshold/decision rule for CT head request. The diagnostic accuracy of S100B as measured by the range of individual sensitivities and specificities were 63-100% and 5-58%, respectively. Individual sensitivities and specificities for GFAP were 67-100% and 0-89% and for UCH-L1 were 61-100% and 21-63.7% respectively. When measured within 3 hours individual sensitivities & specificities for S100B were 98-100% & 20-58% respectively. The quality of evidence for the primary outcome overall was low. The quality of evidence was low for all secondary outcomes apart from studies that used a pre-specified cut off for S100B which had a moderate strength of evidence. CONCLUSION The overall quality of evidence regarding the diagnostic accuracy of single biomarkers as a rule out for significant intracranial injury seen on CT head scans in ED patients with TBI is low. Based on current evidence, S100B is the only single biomarker with a validated clinical platform, pre-determined cut off threshold and moderate quality evidence; at this stage making it the biomarker of choice. More robust clinical outcome and economic impact data is required to support its incorporation into clinical decision tools.
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Affiliation(s)
- Alice Rogan
- Emergency Medicine Research Fellow, Department of Surgery and Anaesthesia, School of Medicine and Health Sciences, University of Otago, Wellington, PO Box 7343, Wellington South 6242, New Zealand.
| | | | - Ana Holley
- Lecturer, Department of Surgery and Anaesthesia, University of Otago (Wellington).
| | - David McQuade
- Emergency Medicine Specialist (FACEM), Wellington Regional Hospital Emergency Department.
| | - Peter Larsen
- Associate Professor, Department of Surgery and Anaesthesia, University of Otago (Wellington).
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2
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X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images. Knowl Based Syst 2022. [DOI: 10.1016/j.knosys.2021.107680] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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3
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Amoo M, Henry J, O'Halloran PJ, Brennan P, Husien MB, Campbell M, Caird J, Javadpour M, Curley GF. S100B, GFAP, UCH-L1 and NSE as predictors of abnormalities on CT imaging following mild traumatic brain injury: a systematic review and meta-analysis of diagnostic test accuracy. Neurosurg Rev 2021; 45:1171-1193. [PMID: 34709508 DOI: 10.1007/s10143-021-01678-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 09/03/2021] [Accepted: 10/20/2021] [Indexed: 12/25/2022]
Abstract
Biomarkers such as calcium channel binding protein S100 subunit beta (S100B), glial fibrillary acidic protein (GFAP), ubiquitin c-terminal hydrolase L1 (UCH-L1) and neuron-specific enolase (NSE) have been proposed to aid in screening patients presenting with mild traumatic brain injury (mTBI). As such, we aimed to characterise their accuracy at various thresholds. MEDLINE, SCOPUS and EMBASE were searched, and articles reporting the diagnostic performance of included biomarkers were eligible for inclusion. Risk of bias was assessed using the QUADAS-II criteria. A meta-analysis was performed to assess the predictive value of biomarkers for imaging abnormalities on CT. A total of 2939 citations were identified, and 38 studies were included. Thirty-two studies reported data for S100B. At its conventional threshold of 0.1 μg/L, S100B had a pooled sensitivity of 91% (95%CI 87-94) and a specificity of 30% (95%CI 26-34). The optimal threshold for S100B was 0.72 μg/L, with a sensitivity of 61% (95% CI 50-72) and a specificity of 69% (95% CI 64-74). Nine studies reported data for GFAP. The optimal threshold for GFAP was 626 pg/mL, at which the sensitivity was 71% (95%CI 41-91) and specificity was 71% (95%CI 43-90). Sensitivity of GFAP was maximised at a threshold of 22 pg/mL, which had a sensitivity of 93% (95%CI 73-99) and a specificity of 36% (95%CI 12-68%). Three studies reported data for NSE and two studies for UCH-L1, which precluded meta-analysis. There is evidence to support the use of S100B as a screening tool in mild TBI, and potential advantages to the use of GFAP, which requires further investigation.
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Affiliation(s)
- Michael Amoo
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland. .,National Neurosurgical Centre, Beaumont Hospital, Dublin 9, Ireland. .,Beacon Academy, Beacon Hospital, Sandyford, Dublin 18, Ireland.
| | - Jack Henry
- National Neurosurgical Centre, Beaumont Hospital, Dublin 9, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
| | - Philip J O'Halloran
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Paul Brennan
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland.,Department of Radiology, Beaumont Hospital, Dublin 9, Ireland
| | - Mohammed Ben Husien
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland.,National Neurosurgical Centre, Beaumont Hospital, Dublin 9, Ireland
| | - Matthew Campbell
- Department of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - John Caird
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland.,National Neurosurgical Centre, Beaumont Hospital, Dublin 9, Ireland
| | - Mohsen Javadpour
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland.,National Neurosurgical Centre, Beaumont Hospital, Dublin 9, Ireland.,Department of Academic Neurology, Trinity College Dublin, Dublin 2, Ireland
| | - Gerard F Curley
- Department of Neurosurgery, Royal College of Surgeons in Ireland, Dublin, Ireland.,Department of Anaesthesia and Critical Care, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
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Mondello S, Sorinola A, Czeiter E, Vámos Z, Amrein K, Synnot A, Donoghue E, Sándor J, Wang KKW, Diaz-Arrastia R, Steyerberg EW, Menon DK, Maas AIR, Buki A. Blood-Based Protein Biomarkers for the Management of Traumatic Brain Injuries in Adults Presenting to Emergency Departments with Mild Brain Injury: A Living Systematic Review and Meta-Analysis. J Neurotrauma 2018; 38:1086-1106. [PMID: 29020853 PMCID: PMC8054517 DOI: 10.1089/neu.2017.5182] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Accurate diagnosis of traumatic brain injury (TBI) is critical to effective management and intervention, but can be challenging in patients with mild TBI. A substantial number of studies have reported the use of circulating biomarkers as signatures for TBI, capable of improving diagnostic accuracy and clinical decision making beyond current practice standards. We performed a systematic review and meta-analysis to comprehensively and critically evaluate the existing body of evidence for the use of blood protein biomarkers (S100 calcium binding protein B [S100B], glial fibrillary acidic protein [GFAP], neuron specific enolase [NSE], ubiquitin C-terminal hydrolase-L1 [UCH-L1]. tau, and neurofilament proteins) for diagnosis of intracranial lesions on CT following mild TBI. Effects of potential confounding factors and differential diagnostic performance of the included markers were explored. Further, appropriateness of study design, analysis, quality, and demonstration of clinical utility were assessed. Studies published up to October 2016 were identified through searches of MEDLINE®, Embase, EBM Reviews, the Cochrane Library, World Health Organization (WHO), International Clinical Trials Registry Platform (ICTRP), and clinicaltrials.gov. Following screening of the identified articles, 26 were selected as relevant. We found that measurement of S100B can help informed decision making in the emergency department, possibly reducing resource use; however, there is insufficient evidence that any of the other markers is ready for clinical application. Our work pointed out serious problems in the design, analysis, and reporting of many of the studies, and identified substantial heterogeneity and research gaps. These findings emphasize the importance of methodologically rigorous studies focused on a biomarker's intended use, and defining standardized, validated, and reproducible approaches. The living nature of this systematic review, which will summarize key updated information as it becomes available, can inform and guide future implementation of biomarkers in the clinical arena.
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Affiliation(s)
- Stefania Mondello
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | | | - Endre Czeiter
- Department of Neurosurgery, University of Pecs, Pecs, Hungary.,János Szentágothai Research Centre, University of Pecs, Pecs, Hungary.,MTA-PTE Clinical Neuroscience MR Research Group, Pecs, Hungary
| | - Zoltán Vámos
- Anesthesiology and Intensive Therapy, University of Pecs, Pecs, Hungary
| | - Krisztina Amrein
- Department of Neurosurgery, University of Pecs, Pecs, Hungary.,János Szentágothai Research Centre, University of Pecs, Pecs, Hungary.,MTA-PTE Clinical Neuroscience MR Research Group, Pecs, Hungary
| | - Anneliese Synnot
- Australian & New Zealand Intensive Care Research Centre (ANZIC-RC), Monash University, Melbourne, Victoria, Australia.,Cochrane Consumers and Communication Group, Centre for Health Communication and Participation, La Trobe University, Melbourne, Victoria, Australia
| | - Emma Donoghue
- Australian & New Zealand Intensive Care Research Centre (ANZIC-RC), Monash University, Melbourne, Victoria, Australia.,Cochrane Consumers and Communication Group, Centre for Health Communication and Participation, La Trobe University, Melbourne, Victoria, Australia
| | - János Sándor
- Department of Preventive Medicine, Division of Biostatistics and Epidemiology, University of Debrecen, Debrecen, Hungary
| | - Kevin K W Wang
- Program for Neuroproteomics & Biomarkers Research, Departments of Psychiatry & Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, Florida
| | - Ramon Diaz-Arrastia
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Ewout W Steyerberg
- Center for Clinical Decision Sciences, Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - David K Menon
- Division of Anaesthesia, University of Cambridge, Cambridge, United Kingdom
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Antwerp, Belgium
| | - Andras Buki
- Department of Neurosurgery, University of Pecs, Pecs, Hungary.,János Szentágothai Research Centre, University of Pecs, Pecs, Hungary.,MTA-PTE Clinical Neuroscience MR Research Group, Pecs, Hungary
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Evaluation of the Roche® Elecsys and the Diasorin® Liaison S100 kits in the management of mild head injury in the emergency room. Clin Biochem 2017; 52:123-130. [PMID: 29122642 DOI: 10.1016/j.clinbiochem.2017.11.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 10/29/2017] [Accepted: 11/05/2017] [Indexed: 11/19/2022]
Abstract
INTRODUCTION The aim of this single-center prospective study is to compare two commercially available S100ß kits (the Roche® Elecsys and the Diasorin® Liaison S100 kits) in terms of analytical and clinical performances in a population admitted in the emergency room for mild traumatic brain injury (mTBI). MATERIAL AND METHOD 110 patients were enrolled from September 2014 to May 2015. Blood sample draws were performed within 3h after head trauma and the study population was split into pediatric and adult subpopulations (>18years of age). RESULTS Although both kits correlated well, we observed a significant difference in terms of S100ß levels (P value<0.05) in both subpopulations. In the pediatric subpopulation, both kits showed elevated S100ß levels for the only patient (3.5%) who displayed abnormal findings on a CT-scan. However, we observed a poor agreement between both kits (Cohen's kappa=0.345, P value=0.077). In the adult subpopulation, a total of 10 patients (12.2%) had abnormal head computed tomography scans. Using the Roche® (cut off=0.1μg/L) and the Diasorin® (cut off=0.15μg/L) S100ß kits, brain injuries were detected with a sensitivity of 100% (95% CI: 65-100%) and 100% (95% CI: 63-100%) and a specificity of 15.28% (95% CI: 7.9-25.7%) and 24.64% (95% CI: 15-36.5) respectively. Finally, a moderate agreement was concluded between both kits (Cohen's kappa=0.569, P value=0.001). CONCLUSION Although a good correlation could be found between both kits, emergency physicians should be aware of discrepancies observed between both methods, making those immunoassays not interchangeable. Furthermore, more studies are still needed to validate cut off used according to technique and to age, especially in the population below the age of 2years.
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Abbasi M, Sajjadi M, Fathi M, Maghsoudi M. Serum S100B Protein as an Outcome Prediction Tool in Emergency Department Patients with Traumatic Brain Injury. Turk J Emerg Med 2016; 14:147-52. [PMID: 27437512 PMCID: PMC4909959 DOI: 10.5505/1304.7361.2014.74317] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Accepted: 10/10/2014] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVES Traumatic brain injury is a common cause of death and disability worldwide. Early recognition of patients with brain cellular damage allows for early rehabilitation and patient outcome improvement. METHODS In this prospective study, the clinical conditions of patients with mild to moderate traumatic brain injury (TBI) were assessed, and patient serum S100B levels were measured. Patients were followed up one month later and evaluated for level of consciousness, presence or absence of post-traumatic headache, and daily activity performance (using the Barthel scale). Student's t-test and the chi-square test were used for data analysis, which was performed using SPSS software. RESULTS The mean serum S100B value was significantly lower for patients with minor TBI than for patients with moderate TBI (23.1±14.2 ng/dl and 134.0±245.0 ng/dl, respectively). Patients with normal CT scans also had statistically significantly lower serum S100B levels than patients with abnormal CT findings. The mean S100B value was statistically significantly higher for patients with suspected diffused axonal injury (632.18±516.1 ng/dl) than for patients with other abnormal CT findings (p=0.000): 24.97±22.9 ng/dl in patients with normal CT results; 41.56±25.7 ng/dl in patients with skull bone fracture; 57.38 ±28.9 ng/dl in patients with intracranial hemorrhage; and 76.23±38.3 ng/dl in patients with fracture plus intracranial hemorrhage). CONCLUSIONS Serum S100B levels increase in patients with minor to moderate TBIs, especially in those with diffused axonal injury. However, serum S100B values cannot accurately predict one-month neuropsychological outcomes and performance.
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7
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Linsenmaier U, Wirth S, Kanz KG, Geyer LL. Imaging minor head injury (MHI) in emergency radiology: MRI highlights additional intracranial findings after measurement of trauma biomarker S-100B in patients with normal CCT. Br J Radiol 2015; 89:20150827. [PMID: 26607648 DOI: 10.1259/bjr.20150827] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To investigate whether MRI in emergency radiology can detect (a) additional trauma-related findings after minor head injury (MHI) or (b) structural, non-trauma-related intracranial lesions when trauma biomarker S-100B concentration is raised, or clinical symptoms are unexplained, or both. METHODS 41 patients with MHI were included. Concentrations of S-100B in serum were measured and categorized using an established cut-off at 0.1 μg l(-1). Intracerebral trauma-related as well as non-trauma-related chronic structural findings (atrophy, microangiopathy and chronic parenchymal defects) were assessed by cranial CT (CCT) and MRI by two independent radiologists (UL and LLG). All CCT and MRI results were compared with biomarker S-100B. RESULTS Compared with CCT, MRI detected 10 additional lesions. 5 patients had abnormal MRI with a total of 15 trauma-related lesions and showed elevated S-100B concentrations. Although sensitivity of S-100B was 100%, specificity was only 25%. Patients with structural brain lesions showed significantly higher S-100B serum levels (0.50 and 0.14 μg l(-1), p = 0.01). CONCLUSION Biomarker S-100B has proven its high negative-predictive value to rule out intracranial bleeding in patients after MHI even if MRI is used as imaging modality. Regarding the low specificity of S-100B, structural lesions of the brain parenchyma not related to the acute trauma may be associated with increased serum concentrations of protein S-100B. ADVANCES IN KNOWLEDGE Biomarker S-100B has a high negative-predictive value to rule out intracranial bleeding after MHI. Biomarker S-100B's low specificity may be associated with non-traumatic brain parenchyma lesions. MRI is superior to CCT in detecting subtle findings in neuroimaging after MHI. Biomarker S-100B can potentially reduce the large number of normal CCT studies after MHI.
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Affiliation(s)
- Ulrich Linsenmaier
- 1 Institute for Diagnostic and Interventional Radiology, HELIOS Kliniken München WEST & München Perlach & Klinikum Augustinum München, Munich, Germany.,2 ESER, European Society of Emergency Radiology, Vienna, Austria
| | - Stefan Wirth
- 3 Department of Clinical Radiology, LMU University Munich, Munich, Germany
| | - Karl-Georg Kanz
- 4 Department of Trauma Surgery, Technical University Munich (TUM), Munich, Germany
| | - Lucas L Geyer
- 3 Department of Clinical Radiology, LMU University Munich, Munich, Germany
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Manzano S, Holzinger IB, Kellenberger CJ, Lacroix L, Klima-Lange D, Hersberger M, La Scala G, Altermatt S, Staubli G. Diagnostic performance of S100B protein serum measurement in detecting intracranial injury in children with mild head trauma. Emerg Med J 2015; 33:42-6. [PMID: 26283067 DOI: 10.1136/emermed-2014-204513] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Accepted: 07/28/2015] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To assess the accuracy of S100B serum level to detect intracranial injury in children with mild traumatic brain injury. METHODS A multicenter prospective cohort study was carried out in the paediatric emergency departments of three tertiary hospitals in Switzerland between January 2009 and December 2011. Participants included children aged <16 years with a mild traumatic brain injury (GCS ≥13) for whom a head CT was requested by the attending physician. Venous blood was obtained within 6 h of the trauma in all children for S100B measurement before a head CT was performed. As the S100B value was not available during the acute care period, the patient's management was not altered. The main measures were protein S100B value and the CT result. RESULTS 20/73 (27.4%) included children had an intracranial injury detected on CT. S100B receiver operating characteristics area under the curve was 0.73 (95% CI 0.60 to 0.86). With a 0.14 µg/L cut-off point, S100B reached an excellent sensitivity of 95% (95% CI 77% to 100%) and 100% (95% CI 81% to 100%) in all children and in children aged >2 years, respectively. The specificity, however, was 34% (95% CI 27% to 36%) and 37% (95% CI 30% to 37%), respectively. CONCLUSIONS S100B has an excellent sensitivity but poor specificity. It is therefore an accurate tool to help rule out an intracranial injury but cannot be used as the sole marker owing to its specificity. Used with clinical decision rules, S100B may help to reduce the number of unnecessary CT scans.
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Affiliation(s)
- Sergio Manzano
- Pediatric Emergency Department, Geneva University Hospital, Geneva, Switzerland
| | | | | | - Laurence Lacroix
- Pediatric Emergency Department, Geneva University Hospital, Geneva, Switzerland
| | - Dagmar Klima-Lange
- Department of Pediatric Surgery, Ostschweizer Children's Hospital, St. Gallen, Switzerland
| | - Martin Hersberger
- Division of Clinical Chemistry and Biochemistry, University Children's Hospital, Zurich, Switzerland
| | - Giorgio La Scala
- Pediatric Surgery Department, Geneva University Hospital, Geneva, Switzerland
| | - Stefan Altermatt
- Pediatric Surgery Department, University Children's Hospital, Zurich, Switzerland
| | - Georg Staubli
- Pediatric Emergency Department, University Children's Hospital, Zurich, Switzerland
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Heidari K, Vafaee A, Rastekenari AM, Taghizadeh M, Shad EG, Eley R, Sinnott M, Asadollahi S. S100B protein as a screening tool for computed tomography findings after mild traumatic brain injury: Systematic review and meta-analysis. Brain Inj 2015; 29:1146-1157. [PMID: 26067622 DOI: 10.3109/02699052.2015.1037349] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PRIMARY OBJECTIVE To determine whether S100B protein in serum can predict intracranial lesions on computed tomography (CT) scan after mild traumatic brain injury (MTBI). RESEARCH DESIGN Systematic review and meta-analysis Methods and procedures: A literature search was conducted using Medline, Embase, Cochrane, Google Scholar, CINAHL, SUMSearch, Bandolier, Trip databases, bibliographies from identified articles and review article references. Eligible articles were defined as observational studies including patients with MTBI who underwent post-traumatic head CT scan and assessing the screening role of S100B protein. MAIN OUTCOMES AND RESULTS There was a significant positive association between S100B protein concentration and positive CT scan (22 studies, SMD = 1.92, 95% CI = 1.29-2.45, I2 = 100%; p < 0.001). The pooled sensitivity and specificity values for a cut-point range = 0.16-0.20 µg L-1 were 98.65 (95% CI = 95.53-101.77; I2 = 0.0%) and 50.69 (95% CI = 40.69-60.69; I2 = 76.3%), respectively. The threshold for serum S100B protein with 99.63 (95% CI = 96.00-103.25; I2 = 0.0%) sensitivity and 46.94 (95% CI = 39.01-54.87; I2 = 95.5%) specificity was > 0.20 µg L-1. CONCLUSIONS After MTBI, serum S100B protein levels are significantly associated with the presence of intracranial lesions on CT scan. Measuring the protein could be useful in screening high risk MTBI patients and decreasing unnecessary CT examinations.
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Affiliation(s)
- Kamran Heidari
- a Department of Emergency Medicine , Loghmane-Hakim Hospital, Shahid Beheshti University of Medical Sciences , Tehran , Iran
| | - Ali Vafaee
- a Department of Emergency Medicine , Loghmane-Hakim Hospital, Shahid Beheshti University of Medical Sciences , Tehran , Iran
| | | | - Mehrdad Taghizadeh
- a Department of Emergency Medicine , Loghmane-Hakim Hospital, Shahid Beheshti University of Medical Sciences , Tehran , Iran
| | - Ensieh Ghaffari Shad
- c School of Medicine, Alborz University of Medical Sciences , Karaj , Tehran , Iran
| | - Rob Eley
- d Department of Emergency Medicine , Princess Alexandra Hospital , Queensland , Australia.,e School of Medicine, The University of Queensland , Brisbane , Australia , and
| | - Michael Sinnott
- d Department of Emergency Medicine , Princess Alexandra Hospital , Queensland , Australia
| | - Shadi Asadollahi
- f School of Medicine, Shahid Beheshti University of Medical Sciences , Tehran , Iran
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