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Golubović J, Vuleković P, Djilvesi D, Krajčinović N, Horvat I, Jelača B, Pajičić F, Lasica N, Stošić S, Rotim A, Rasulić L. COMPUTED TOMOGRAPHY SCORING SCALES AS EARLY OUTCOME PREDICTORS IN PATIENTS WITH TRAUMATIC BRAIN INJURY: WHICH ONE TO USE? Acta Clin Croat 2024; 63:351-357. [PMID: 40104222 PMCID: PMC11912857 DOI: 10.20471/acc.2024.63.02.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 02/20/2024] [Indexed: 03/20/2025] Open
Abstract
Computed tomography (CT) is an essential tool in diagnosing and treating traumatic brain injury (TBI). Marshall CT classification, Rotterdam and Helsinki CT scores were consecutively developed as prediction outcome scales by computing TBI CT abnormalities. None of them classifies the pathological CT findings in the same manner. We aimed to determine which one is most accurate and has the best grading discriminatory power in determining early outcome. All TBI patients treated at a single center in a one-year period having undergone a CT scan on admission were retrospectively included. After calculation of all three scores, comparison among scale performances, as well as their accuracy in predicting patient 6-month outcome by the Glasgow Outcome Scale (GOS) was made. We used the Receiver Operating Characteristic curves to analyze correlation between all scales and early outcome. We calculated the area under the curve (AUC) to determine the power of each system while paired samples T-test was used to determine correlation among the scales. Mann-Whitney U test was performed to determine difference in outcome groups. A total of 1006 patients were included in final analysis. The mean patient age at presentation was 55.6 (±20.1) years, overall mortality was 6.4%, mean GOS was 3.00 (±1.4), and mean Glasgow Coma Score (GCS) was 13.9 (±0.2). Mortality was higher among patients with lower scores (p<0.01 all). The AUCs indicated that all scoring systems had a similarly high discriminative power in predicting early unfavorable outcome (Marshall AUC 0.86 vs. Rotterdam AUC 0.82 vs. Helsinki AUC 0.84). High correlation was found between Marshall and Rotterdam grading, r = 0.78, and moderate correlation between the other two pairs (Marshall vs. Helsinki, r=0.62, and Rotterdam vs. Helsinki, r=0.51). Additionally, low GCS and high injury severity score (ISS) could be identified as strong predictors of early death and poor outcome. In conclusion, all classification systems demonstrated a similar, strong predictive power for early outcome, but even greater discrimination results could be obtained if GCS and ISS were incorporated in the calculation. Helsinki CT score was least predictable of all three, and had the lowest correlation with the other two. Although Marshall CT classification was the oldest and simplest, it had at least the same prediction power as the newer scoring scales and should remain in use. Therefore, for prognostic purposes, this study recommends using one individual scale in clinical application to get the best possible prediction for TBI.
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Affiliation(s)
- Jagoš Golubović
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Petar Vuleković
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Djula Djilvesi
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Nenad Krajčinović
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Igor Horvat
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Bojan Jelača
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Filip Pajičić
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Nebojša Lasica
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Department of Neurosurgery, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Srđan Stošić
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Center of Radiology, University Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Ante Rotim
- Department of Neurosurgery, Sestre milosrdnice University Hospital Center, Zagreb, Croatia
| | - Lukas Rasulić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Division of Peripheral Nerve Surgery, Functional Neurosurgery and Pain Management Surgery, Department of Neurosurgery, Clinical Center of Serbia, Belgrade, Serbia
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Agarwal N, Anand SK, Nwachuku EL, Wilkins TE, Algattas H, Kumar RP, Deng H, Chang YF, Puccio A, Okonkwo DO. Neuroimaging with Rotterdam Scoring System and long-term outcomes in severe traumatic brain injury patients. Br J Neurosurg 2024:1-6. [PMID: 38757813 PMCID: PMC11569264 DOI: 10.1080/02688697.2024.2349749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 04/25/2024] [Indexed: 05/18/2024]
Abstract
PURPOSE The Rotterdam Scoring System (RSS) attempts to prognosticate early mortality and early functional outcome in patients with traumatic brain injury (TBI) based on non-contrast head computed tomography (CT) imaging findings. The purpose of this study was to identify the relationship between RSS scores and long-term outcomes in patients with severe TBI. METHODS Consecutively treated patients with severe TBI enrolled between 2008 and 2011, in the prospective, observational, Brain Trauma Research Center database were included. The Glasgow Outcome Scale (GOS) was used to measure long-term functional outcomes at three, six, 12, and 24 months. GOS scores were categorized into favorable (GOS = 4-5) and unfavorable (GOS = 1-3) outcomes. RSS scores were calculated at the time of image acquisition. RESULTS Of the 89 patients included, 74 (83.4%) were male, 81 (91.0%) were Caucasian, and the mean age of the cohort was 41.9 ± 18.5 years old. Patients with an RSS score of 3 and lower were more likely to have a favorable outcome with increased survival rates than patients with RSS scores greater than 3. CONCLUSIONS The RSS score determined on the head CT scan acquired at admission in a cohort of patients with severe TBI correlated with long-term survival and functional outcomes up to two years following injury.
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Affiliation(s)
- Nitin Agarwal
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Sharath Kumar Anand
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Enyinna L. Nwachuku
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Tiffany E. Wilkins
- Department of General Surgery, Allegheny General Hospital, Pittsburgh, Pennsylvania, United States of America
| | - Hanna Algattas
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Rohit Prem Kumar
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Hansen Deng
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Yue-Fang Chang
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Ava Puccio
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - David O. Okonkwo
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
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Mahmoodkhani M, Behfarnia P, Aminmansour B. Compare the GCS and the Rotterdam CT Score in Predicting the Mortality and Disability of Patients with Traumatic Brain Injury. Adv Biomed Res 2024; 13:35. [PMID: 39234431 PMCID: PMC11373729 DOI: 10.4103/abr.abr_453_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 02/13/2024] [Accepted: 02/24/2024] [Indexed: 09/06/2024] Open
Abstract
Background Given the dearth of extensive research comparing the Glasgow Coma Scale with the Rotterdam scoring system for predicting mortality in trauma patients, this study was conducted to determine which scale provides a more realistic prediction of mortality in trauma patients after three months. Materials and Methods This observational study was performed at Kashani Hospital in Isfahan, Iran. Patients with TBI who were admitted between February 2022 and February 2023 were included in the study. Approval from the Ethical Committee of Isfahan University of Medical Sciences was obtained prior to conducting this study. Results We included 152 adult patients who completed the GOS-E and the QOLIBRI-OS three-month post-injury. The median age was 35 years (IQR = 17-70). Most patients 139 (91.4%) were classified as having a severe TBI. Conclusion The results of the present study showed that both the use of GCS and Rotterdam CT scores can be effective in predicting the three-month mortality and QOLIBRI-OS scores of patients, with the difference that the predictive power of the three-month Rotterdam CT score is greater than that of the GCS.
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Affiliation(s)
- Mehdi Mahmoodkhani
- Department of Neurosurgery, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Parham Behfarnia
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Bahram Aminmansour
- Department of Neurosurgery, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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Austin SE, Galvagno SM, Podell JE, Teeter WA, Kundi R, Haase DJ, Taylor BS, Betzold R, Stein DM, Scalea TM, Powell EK. Venovenous extracorporeal membrane oxygenation in patients with traumatic brain injuries and severe respiratory failure: A single-center retrospective analysis. J Trauma Acute Care Surg 2024; 96:332-339. [PMID: 37828680 PMCID: PMC11444359 DOI: 10.1097/ta.0000000000004159] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 09/22/2023] [Accepted: 09/30/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND Venovenous extracorporeal membrane oxygenation (VV ECMO) can support trauma patients with severe respiratory failure. Use in traumatic brain injury (TBI) may raise concerns of worsening complications from intracranial bleeding. However, VV ECMO can rapidly correct hypoxemia and hypercarbia, possibly preventing secondary brain injury. We hypothesize that adult trauma patients with TBI on VV ECMO have comparable survival with trauma patients without TBI. METHODS A single-center, retrospective cohort study involving review of electronic medical records of trauma admissions between July 1, 2014, and August 30, 2022, with discharge diagnosis of TBI who were placed on VV ECMO during their hospital course was performed. RESULTS Seventy-five trauma patients were treated with VV ECMO; 36 (48%) had TBI. Of those with TBI, 19 (53%) had a hemorrhagic component. Survival was similar between patients with and without a TBI (72% vs. 64%, p = 0.45). Traumatic brain injury survivors had a higher admission Glasgow Coma Scale (7 vs. 3, p < 0.001) than nonsurvivors. Evaluation of prognostic scoring systems on initial head computed tomography demonstrated that TBI VV ECMO survivors were more likely to have a Rotterdam score of 2 (62% vs. 20%, p = 0.03) and no survivors had a Marshall score of ≥4. Twenty-nine patients (81%) had a repeat head computed tomography on VV ECMO with one incidence of expanding hematoma and one new focus of bleeding. Neither patient with a new/worsening bleed received anticoagulation. Survivors demonstrated favorable neurologic outcomes at discharge and outpatient follow-up, based on their mean Rancho Los Amigos Scale (6.5; SD, 1.2), median Cerebral Performance Category (2; interquartile range, 1-2), and median Glasgow Outcome Scale-Extended (7.5; interquartile range, 7-8). CONCLUSION In this series, the majority of TBI patients survived and had good neurologic outcomes despite a low admission Glasgow Coma Scale. Venovenous extracorporeal membrane oxygenation may minimize secondary brain injury and may be considered in select patients with TBI. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level IV.
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Habibzadeh A, Andishgar A, Kardeh S, Keshavarzian O, Taheri R, Tabrizi R, Keshavarz P. Prediction of Mortality and Morbidity After Severe Traumatic Brain Injury: A Comparison Between Rotterdam and Richmond Computed Tomography Scan Scoring System. World Neurosurg 2023; 178:e371-e381. [PMID: 37482083 DOI: 10.1016/j.wneu.2023.07.076] [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: 06/30/2023] [Accepted: 07/16/2023] [Indexed: 07/25/2023]
Abstract
OBJECTIVE Accurate prediction of the morbidity and mortality outcomes of traumatic brain injury patients is still challenging. In the present study, we aimed to compare the predictive value of the Richmond and Rotterdam scoring systems as two novel computed tomography-based predictive models. METHODS We retrospectively analyzed 1400 subjects who suffered from severe traumatic brain injury and were admitted to Emtiaz Hospital, a tertiary referral trauma center in Shiraz, south of Iran, from January 2018 to December 2019. We evaluated the 1-month results; considering two primary factors: mortality and morbidity. The patients' condition was the basis for this assessment. We conducted a logistic regression analysis to determine the association between scoring systems and outcomes. To determine the optimal threshold value, we utilized the receiver operating characteristic curve model. RESULTS The mean age of participants was 36.61 ± 17.58 years, respectively. Concerning predicting the mortality rate, the area under the curve (AUC) for the Rotterdam score was relatively low 0.64 (95% confidence interval: 0.60, 0.67), while the Richmond score had a higher AUC 0.74 (0.71-0.77), which demonstrated the superiority of this scoring system. Moreover, the Richmond score was more accurate for predicting 1-month morbidity with AUC: 0.71 (0.69, 0.74) versus 0.62 (0.59, 0.65). CONCLUSIONS The Richmond scoring system demonstrated more accurate predictions for the present outcomes. The simplicity and predictive value of the Richmond score make this system an ideal option for use in emergency settings and centers with high patient loads.
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Affiliation(s)
- Adrina Habibzadeh
- Student Research Committee, Fasa University of Medical Sciences, Fasa, Iran; USERN Office, Fasa University of Medical Sciences, Fasa, Iran
| | - Aref Andishgar
- Student Research Committee, Fasa University of Medical Sciences, Fasa, Iran
| | - Sina Kardeh
- Central Clinical School, Monash University, Melbourne, Australia
| | - Omid Keshavarzian
- School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Reza Taheri
- Clinical Research Development Unit, Valiasr Hospital, Fasa University of Medical Sciences, Fasa, Iran; Department of Neurosurgery, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Reza Tabrizi
- USERN Office, Fasa University of Medical Sciences, Fasa, Iran; Clinical Research Development Unit, Valiasr Hospital, Fasa University of Medical Sciences, Fasa, Iran; Noncommunicable Diseases Research Center, Fasa University of Medical Science, Fasa, Iran.
| | - Pedram Keshavarz
- Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, California, USA
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Harder TJ, Leary OP, Yang Z, Lucke-Wold B, Liu DD, Still ME, Zhang M, Yeatts SD, Allen JW, Wright DW, Merck D, Merck LH. Early Signs of Elevated Intracranial Pressure on Computed Tomography Correlate With Measured Intracranial Pressure in the Intensive Care Unit and Six-Month Outcome After Moderate to Severe Traumatic Brain Injury. J Neurotrauma 2023; 40:1603-1613. [PMID: 37082956 PMCID: PMC10458381 DOI: 10.1089/neu.2022.0433] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023] Open
Abstract
Traumatic brain injury (TBI) is a leading cause of death and disability in the United States. Early triage and treatment after TBI have been shown to improve outcome. Identifying patients at risk for increased intracranial pressure (ICP) via baseline computed tomography (CT) , however, has not been validated previously in a prospective dataset. We hypothesized that acute CT findings of elevated ICP, combined with direct ICP measurement, hold prognostic value in terms of six-month patient outcome after TBI. Data were obtained from the Progesterone for Traumatic Brain Injury, Experimental Clinical Treatment (ProTECTIII) multi-center clinical trial. Baseline CT scans for 881 participants were individually reviewed by a blinded central neuroradiologist. Five signs of elevated ICP were measured (sulcal obliteration, lateral ventricle compression, third ventricle compression, midline shift, and herniation). Associations between signs of increased ICP and outcomes (six-month functional outcome and death) were assessed. Secondary analyses of 354 patients with recorded ICP monitoring data available explored the relationships between hemorrhage phenotype/anatomic location, sustained ICP ≥20 mm Hg, and surgical intervention(s). Univariate and multi-variate logistic/linear regressions were performed; p < 0.05 is defined as statistically significant. Imaging characteristics associated with ICP in this cohort include sulcal obliteration (p = 0.029) and third ventricular compression (p = 0.039). Univariate regression analyses indicated that increasing combinations of the five defined signs of elevated ICP were associated with death, poor functional outcome, and time to death. There was also an increased likelihood of death if patients required craniotomy (odds ratio [OR] = 4.318, 95% confidence interval [1.330-16.030]) or hemicraniectomy (OR = 2.993 [1.109-8.482]). On multi-variate regression analyses, hemorrhage location was associated with death (posterior fossa, OR = 3.208 [1.120-9.188] and basal ganglia, OR = 3.079 [1.178-8.077]). Volume of hemorrhage >30 cc was also associated with increased death, OR = 3.702 [1.575-8.956]). The proportion of patient hours with sustained ICP ≥20 mm Hg, and maximum ICP ≥20 mm Hg were also directly correlated with increased death (OR = 6 4.99 [7.731-635.51]; and OR = 1.025 [1.004-1.047]), but not with functional outcome. Poor functional outcome was predicted by concurrent presence of all five radiographic signs of elevated ICP (OR = 4.44 [1.514-14.183]) and presence of frontal lobe (OR = 2.951 [1.265-7.067]), subarachnoid (OR = 2.231 [1.067-4.717]), or intraventricular (OR = 2.249 [1.159-4.508]) hemorrhage. Time to death was modulated by total patient days of elevated ICP ≥20 mm Hg (effect size = 3.424 [1.500, 5.439]) in the first two weeks of hospitalization. Sulcal obliteration and third ventricular compression, radiographic signs of elevated ICP, were significantly associated with measurements of ICP ≥20 mm Hg. These radiographic biomarkers were significantly associated with patient outcome. There is potential utility of ICP-related imaging variables in triage and prognostication for patients after moderate-severe TBI.
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Affiliation(s)
- Tyler J. Harder
- Department of Emergency Medicine, Brown University, Providence, Rhode Island, USA
| | - Owen P. Leary
- Department of Neurosurgery, Brown University, Providence, Rhode Island, USA
| | - Zhihui Yang
- Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - David D. Liu
- Department of Neurosurgery, Brown University, Providence, Rhode Island, USA
- Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Megan E.H. Still
- Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Miao Zhang
- Department of Information Systems and Operation Management, University of Florida, Gainesville, Florida, USA
| | - Sharon D. Yeatts
- Department of Biostatistics, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jason W. Allen
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, USA
| | - David W. Wright
- Department of Emergency Medicine, Emory University, Atlanta, Georgia, USA
| | - Derek Merck
- Department of Radiology, University of Florida, Gainesville, Florida, USA
| | - Lisa H. Merck
- Department of Neurosurgery, Brown University, Providence, Rhode Island, USA
- Department of Emergency Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
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Khormali M, Soleimanipour S, Baigi V, Ehteram H, Talari H, Naghdi K, Ghaemi O, Sharif-Alhoseini M. Comparing Predictive Utility of Head Computed Tomography Scan-Based Scoring Systems for Traumatic Brain Injury: A Retrospective Study. Brain Sci 2023; 13:1145. [PMID: 37626500 PMCID: PMC10452909 DOI: 10.3390/brainsci13081145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 07/22/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
This study compared the predictive utility of Marshall, Rotterdam, Stockholm, Helsinki, and NeuroImaging Radiological Interpretation System (NIRIS) scorings based on early non-contrast brain computed tomography (CT) scans in patients with traumatic brain injury (TBI). The area under a receiver operating characteristic curve (AUROC) was used to determine the predictive utility of scoring systems. Subgroup analyses were performed among patients with head AIS scores > 1. A total of 996 patients were included, of whom 786 (78.9%) were males. In-hospital mortality, ICU admission, neurosurgical intervention, and prolonged total hospital length of stay (THLOS) were recorded for 27 (2.7%), 207 (20.8%), 82 (8.2%), and 205 (20.6%) patients, respectively. For predicting in-hospital mortality, all scoring systems had AUROC point estimates above 0.9 and 0.75 among all included patients and patients with head AIS > 1, respectively, without any significant differences. The Marshall and NIRIS scoring systems had higher AUROCs for predicting ICU admission and neurosurgery than the other scoring systems. For predicting THLOS ≥ seven days, although the NIRIS and Marshall scoring systems seemed to have higher AUROC point estimates when all patients were analyzed, five scoring systems performed roughly the same in the head AIS > 1 subgroup.
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Affiliation(s)
- Moein Khormali
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran 14166-34793, Iran; (M.K.); (V.B.); (K.N.)
| | - Saeed Soleimanipour
- Department of Radiology, Sina Hospital, Tehran University of Medical Sciences, Tehran 14166-34793, Iran;
| | - Vali Baigi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran 14166-34793, Iran; (M.K.); (V.B.); (K.N.)
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran 14166-34793, Iran
| | - Hassan Ehteram
- Department of Pathology, School of Medicine, Kashan University of Medical Sciences, Kashan 87159-88141, Iran;
| | - Hamidreza Talari
- Trauma Research Center, Kashan University of Medical Sciences, Kashan 87159-88141, Iran;
- Department of Radiology, Kashan University of Medical Sciences, Kashan 87159-88141, Iran
| | - Khatereh Naghdi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran 14166-34793, Iran; (M.K.); (V.B.); (K.N.)
| | - Omid Ghaemi
- Department of Radiology, Imam Khomeini Hospital, Tehran University of Medical Science, Tehran 14166-34793, Iran;
- Department of Radiology, Shariati Hospital, Tehran University of Medical Science, Tehran 14166-34793, Iran
| | - Mahdi Sharif-Alhoseini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran 14166-34793, Iran; (M.K.); (V.B.); (K.N.)
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Javeed F, Rehman L, Masroor M, Khan M. The Prediction of Outcomes in Patients Admitted With Traumatic Brain Injury Using the Rotterdam Score. Cureus 2022; 14:e29787. [PMID: 36340537 PMCID: PMC9621726 DOI: 10.7759/cureus.29787] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2022] [Indexed: 11/26/2022] Open
Abstract
Objective: The objective was to use the Rotterdam score, which is based on a CT scan, to assess the outcomes of traumatic brain injury patients. Material and Methods: This research, which included 319 head trauma patients, was carried out at the neurosurgery department of a tertiary care hospital between June 2019 and December 2020. The Rotterdam score was calculated for each patient on the basis of the first CT scan after the head injury. The Glasgow Outcome Score was used to assess the results three months following the injury. Results: In our research, there were 270 male patients (84.6%) and 49 female patients (15.4%). The mean age was 37.4 ± 15.4 years and road traffic accidents were observed in 275 people (86.2%). Severe traumatic brain injury (TBI) was seen in 123 patients (38.6%). The most common Rotterdam score was 2 in 86 (27.0%) patients, while it was score 3 in 72 (22.6%), score 4 in 59 (18.5%), score 5 in 41 (12.9%), score 1 in 31 (9.7%) and score 6 in 29 (9.1%). The mortality rate was 33.5% in our patients and good recovery was seen in 150 (47.0%) patients. Conclusion: The Rotterdam score is a useful tool to evaluate and predict outcomes in head trauma patients.
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Yang B, Sun X, Shi Q, Dan W, Zhan Y, Zheng D, Xia Y, Xie Y, Jiang L. Prediction of early prognosis after traumatic brain injury by multifactor model. CNS Neurosci Ther 2022; 28:2044-2052. [PMID: 36017774 PMCID: PMC9627380 DOI: 10.1111/cns.13935] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 07/11/2022] [Accepted: 07/22/2022] [Indexed: 02/06/2023] Open
Abstract
AIMS To design a model to predict the early prognosis of patients with traumatic brain injury (TBI) based on parameters that can be quickly obtained in emergency conditions from medical history, physical examination, and supplementary examinations. METHODS The medical records of TBI patients who were hospitalized in two medical institutions between June 2015 and June 2021 were collected and analyzed. Patients were divided into the training set, validation set, and testing set. The possible predictive indicators were screened after analyzing the data of patients in the training set. Then prediction models were found based on the possible predictive indicators in the training set. Data of patients in the validation set and the testing set was provided to validate the predictive values of the models. RESULTS Age, Glasgow coma scale score, Apolipoprotein E genotype, damage area, serum C-reactive protein, and interleukin-8 (IL-8) levels, and Marshall computed tomography score were found associated with early prognosis of TBI patients. The accuracy of the early prognosis prediction model (EPPM) was 80%, and the sensitivity and specificity of the EPPM were 78.8% and 80.8% in the training set. The accuracy of the EPPM was 79%, and the sensitivity and specificity of the EPPM were 66.7% and 86.2% in the validation set. The accuracy of the early EPPM was 69.1%, and the sensitivity and specificity of the EPPM were 67.9% and 77.8% in the testing set. CONCLUSION Prediction models integrating general information, clinical manifestations, and auxiliary examination results may provide a reliable and rapid method to evaluate and predict the early prognosis of TBI patients.
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Affiliation(s)
- Bocheng Yang
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xiaochuan Sun
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Quanhong Shi
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Wei Dan
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yan Zhan
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Dinghao Zheng
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yulong Xia
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yanfeng Xie
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Li Jiang
- Department of Neurosurgerythe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
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Wilson MH, Ashworth E, Hutchinson PJ. A proposed novel traumatic brain injury classification system - an overview and inter-rater reliability validation on behalf of the Society of British Neurological Surgeons. Br J Neurosurg 2022; 36:633-638. [PMID: 35770478 DOI: 10.1080/02688697.2022.2090509] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
INTRODUCTION The measurement of traumatic brain injury (TBI) 'severity' has traditionally been based on the earliest Glasgow Coma Score (GCS) recorded, however, the underlying parenchymal pathology is highly heterogonous. This heterogeneity renders prediction of outcome on an individual patient level inaccurate and makes comparison between patients both in clinical practice and research difficult. The complexity of this heterogeneity has resulted in generic all encompassing 'traumatic brain injury protocols'. Early management and studies of neuro-protectants are often done irrespective of TBI type, yet it may well be that a specific treatment may be beneficial in a subset of TBI pathologies. METHODS A simple CT-based classification system rating the recognised types of blunt TBI (extradural, subdural, subarachnoid haemorrhage, contusions/intracerebral haematoma and diffuse axonal injury) as mild (1), moderate (2) or severe (3) is proposed. Hypoxic brain injury, a common secondary injury following TBI, is also included. Scores can be combined to reflect concomitant types of TBI and predominant location of injury is also recorded. To assess interrater reliability, 50 patient CT images were assessed by 5 independent clinicians of varying experience. Interrater reliability was calculated using overall agreement through Cronbach's alpha including confidence intervals for intra-class coefficients. RESULTS Interrater reliability scores showed strong agreement for same score and same injury for TBIs with blood on CT and Cronbach's alpha co-efficient (range 0.87-0.93) demonstrated excellent correlation between raters. Cronbach's alpha was not affected when individual raters were removed. CONCLUSIONS The proposed simple CT classification system has good inter-rater reliability and hence potentially could enable better individual prognostication and targeted treatments to be compared while also accounting for multiple intracranial injury types. Further studies are proposed and underway.
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Affiliation(s)
- Mark H Wilson
- Imperial Neurotrauma Centre, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, UK.,NIHR Imperial Biomedical Research Centre, Imperial College, The Bays, 2 South Wharf Road, London, UK
| | - Emily Ashworth
- Imperial Neurotrauma Centre, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, UK.,NIHR Imperial Biomedical Research Centre, Imperial College, The Bays, 2 South Wharf Road, London, UK
| | - Peter J Hutchinson
- Division of Neurosurgery, Cambridge Biomedical Campus, University of Cambridge, Cambridge, UK
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11
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Jiang F, Chen Z, Hu J, Liu Q. Serum NOX4 as a Promising Prognostic Biomarker in Association with 90-Day Outcome of Severe Traumatic Brain Injury. Int J Gen Med 2022; 15:5307-5317. [PMID: 35669593 PMCID: PMC9165705 DOI: 10.2147/ijgm.s366170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 05/24/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Nicotinamide adenine dinucleotide phosphate oxidase 4 (NOX4) is related to brain oxidative stress. We attempted to examine the association between serum NOX4 levels, severity and prognosis of severe traumatic brain injury (sTBI). Methods We measured serum NOX4 levels in 105 patients with sTBI. Trauma severity was assessed using Glasgow coma scale (GCS) and Rotterdam computed tomography (CT) classification. Study outcome data on death and worst outcome (Glasgow outcome scale score of 1-3) were collected at 90 days after trauma. Multivariate analyses were performed to determine independent factors for overall survival and worst outcome. Area under receiver operating characteristic curve (AUC) was estimated to assess prognostic predictive ability. Results Serum NOX4 levels were tightly correlated with GCS score (t=-5.843, P < 0.001) and Rotterdam CT score (t = 4.231, P < 0.001). During 90 days of follow-up, 50 participants (47.6%) experienced a worse outcome, 28 (26.7%) died and the mean overall survival time was 71.9 days (95% confidence interval (CI), 65.7-78.1 days). Serum NOX4 was independently associated with an increased risk of short overall survival (hazard ratio, 1.129; 95% CI, 1.039-1.228) or worse outcome (odds ratio, 1.053; 95% CI, 1.014-1.095). Serum NOX4 levels had a certain predictive value for the patient's risk of mortality (AUC, 0.803; 95% CI, 0.714-0.874) or worse outcome (AUC, 0.780; 95% CI, 0.689-0.855). Moreover, its AUC was in the range of GCS score and Rotterdam CT score (both P > 0.05) and it significantly improved their AUCs (both P < 0.05). Conclusion Serum NOX4 levels in the acute phase of sTBI were associated with trauma severity, an increased risk of mortality and worse outcome, suggesting that serum NOX4 could be an important prognostic factor for sTBI.
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Affiliation(s)
- Feng Jiang
- Department of Neurosurgery, Ningbo Hangzhou Bay Hospital, Ningbo, 315336, People’s Republic of China
- Department of Neurosurgery, Ningbo Branch, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Ningbo, 315336, People’s Republic of China
| | - Zhicheng Chen
- Department of Neurosurgery, Ningbo Hangzhou Bay Hospital, Ningbo, 315336, People’s Republic of China
- Department of Neurosurgery, Ningbo Branch, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Ningbo, 315336, People’s Republic of China
| | - Jiemiao Hu
- Department of Neurosurgery, Ningbo Hangzhou Bay Hospital, Ningbo, 315336, People’s Republic of China
- Department of Neurosurgery, Ningbo Branch, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Ningbo, 315336, People’s Republic of China
| | - Qianzhi Liu
- Department of Neurosurgery, Ningbo Hangzhou Bay Hospital, Ningbo, 315336, People’s Republic of China
- Department of Neurosurgery, Ningbo Branch, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Ningbo, 315336, People’s Republic of China
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Mahendran SA, Flower O, Hemphill JC. Head CT for the intensivist: 10 tips and pearls. Minerva Anestesiol 2022; 88:508-515. [PMID: 35199970 DOI: 10.23736/s0375-9393.22.16200-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Head imaging is an essential diagnostic tool for the management of patients with most acute neurological emergencies involving the brain. While numerous modalities including magnetic resonance imaging and catheter angiography play a role, computed tomography (CT) of the brain is far and away the most widely utilized technique because of its widespread availability and the fact that it is usually easier to implement in critically ill and potentially unstable patients. CT is particularly useful in identifying acute intracranial hemorrhage and this makes it often indispensable in the management of patients with traumatic brain injury and hemorrhagic stroke. However, shortcomings in identifying early ischemia on non-contrast CT mean that care must be taken in considering findings early after symptom onset, with newer CT sequences such as CT angiography and CT perfusion adding value. The critical role played by intensivist in managing neurocritical care patients necessitates familiarity and ability with viewing and understanding the advantages and shortcomings of head CT imaging and under which circumstances other modalities may be appropriate to obtain. This manuscript provides ten different circumstances commonly encountered in neurocritical care and how intensivists can use CT for the benefit of their patients.
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Affiliation(s)
- Sajeev A Mahendran
- Malcolm Fisher Intensive Care Unit, Royal North Shore Hospital, Sydney NSW, Australia
| | - Oliver Flower
- Malcolm Fisher Intensive Care Unit, Royal North Shore Hospital, Sydney NSW, Australia
| | - J Claude Hemphill
- Department of Neurology, University of California, San Francisco, CA, USA -
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13
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Ni BK, Cai JY, Wang XB, Lin Q, Zhang XN, Wu JH. Utility of Serum Growth Arrest-Specific Protein 6 as a Biomarker of Severity and Prognosis After Severe Traumatic Brain Injury: A Prospective Observational Study. Neuropsychiatr Dis Treat 2022; 18:1441-1453. [PMID: 35859802 PMCID: PMC9293383 DOI: 10.2147/ndt.s372904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 07/07/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Growth arrest-specific protein 6 (Gas6) may harbor protective effects in acute brain injury. This study was designed to determine the relation of serum Gas6 levels to severity and prognosis after traumatic brain injury (TBI). METHODS In this prospective cohort study of 114 controls and 114 patients with severe TBI, multivariate analysis was used to assess relationships between serum Gas6 levels, Glasgow coma scale (GCS) score, Rotterdam computed tomography (CT) score, postinjury 180-day mortality, overall survival and poor prognosis (Extended Glasgow outcome scale score 1-4). RESULTS Significantly increased serum Gas6 levels of patients (median, 10.3 ng/mL versus 32.5 ng/mL; P < 0.001), as compared with controls, were independently correlated with Rotterdam CT score (t = 3.629, P < 0.001) and GCS score (t=-3.393, P = 0.001), and independently predicted 180-day mortality (odds ratio, 1.078; 95% confidence interval (CI), 1.007-1.154), overall survival (hazard ratio, 1.074; 95% CI, 1.012-1.139) and poor prognosis (odds ratio, 1.129; 95% CI, 1.059-1.205). Areas under receiver operating characteristic curve (AUCs) of serum Gas6 levels for discriminating risks of 180-day mortality and poor prognosis were 0.785 (95% CI, 0.699-0.857) and 0.793 (95% CI, 0.707-0.863), respectively; and serum Gas6 levels above 30.9 ng/mL and 28.3 ng/mL predicted 180-day mortality and poor prognosis with maximum Youden indices of 0.451 and 0.468, respectively. The predictive ability of serum Gas6 levels for mortality was similar to those of GCS score (AUC, 0.833; 95% CI, 0.751-0.896; P = 0.286) and Rotterdam CT score (AUC, 0.823; 95% CI, 0.740-0.888; P = 0.432). The discriminatory capability of serum Gas6 levels for the risk of poor prognosis was in the range of GCS score (AUC, 0.846; 95% CI, 0.766-0.906; P = 0.178) and Rotterdam CT score (AUC, 0.831; 95% CI, 0.750-0.895; P = 0.368). CONCLUSION Serum Gas6 may appear as a promising biochemical parameter for aiding in the assessment of trauma severity and prediction of prognosis among patients with severe TBI.
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Affiliation(s)
- Bu-Kao Ni
- Intensive Care Unit, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
| | - Jian-Yong Cai
- Department of Neurosurgery, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
| | - Xiao-Bo Wang
- Intensive Care Unit, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
| | - Qun Lin
- Department of Neurosurgery, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
| | - Xue-Na Zhang
- Intensive Care Unit, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
| | - Jian-Hua Wu
- Intensive Care Unit, The Wenzhou Central Hospital, Wenzhou, People's Republic of China
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Early death prediction in children with traumatic brain injury using computed tomography scoring systems. J Clin Neurosci 2021; 95:164-171. [PMID: 34929641 DOI: 10.1016/j.jocn.2021.12.007] [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: 09/10/2021] [Revised: 11/05/2021] [Accepted: 12/05/2021] [Indexed: 11/21/2022]
Abstract
PURPOSE Marshall and Rotterdam are the most commonly used CT scoring systems to predict the outcome following traumatic brain injury (TBI). Although several studies have compared the performance of the two scoring systems in adult patients, none of these studies has evaluated the performance of the two scoring systems in pediatric patients. This study aimed to determine the predictive value of the Marshall and Rotterdam scoring systems in pediatric patients with TBI. METHODS This retrospective study included 105 children with admission GCS < 12, with a mean age of 6.2 (±3.5) years. Their initial CT and status at hospital discharge (dead or alive) were reviewed, and both the Marshall and Rotterdam scores were calculated. We examined whether each score was related to the early death of pediatric patients. RESULTS The pediatric patients with higher Marshall and Rotterdam scores had a higher mortality rate. There was a good correlation between the Marshall and Rotterdam scoring systems (Spearman's rho = 0.618, significant at the 0.05 level). Both systems demonstrated a high degree of discrimination when predicting early mortality. The Marshall scoring system had reasonable discrimination (AUC 0.782), and the Rotterdam scoring system had good discrimination (AUC 0.729). Comparing the two CT scoring systems, the Marshall scoring system provided a better positive predictive value (90%) for early mortality than the Rotterdam scoring system (78%). CONCLUSIONS Both the Marshall and Rotterdam scoring systems have good predictability for assessing mortality in pediatric patients with TBI. The performance of the Marshall scoring system was equal to or slightly better than that of the Rotterdam scoring system.
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Asim M, El-Menyar A, Parchani A, Nabir S, Ahmed MN, Ahmed Z, Ramzee AF, Al-Thani A, Al-Abdulmalek A, Al-Thani H. Rotterdam and Marshall Scores for Prediction of in-hospital Mortality in Patients with Traumatic Brain Injury: An observational study. Brain Inj 2021; 35:803-811. [PMID: 34076543 DOI: 10.1080/02699052.2021.1927181] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: We aimed to assess the prognostic value of Rotterdam and Marshall scoring systems to predict in-hospital mortality in patients with traumatic brain injury (TBI).Methods: A retrospective analysis was conducted for patients with TBI who underwent head computerized tomography (CT) scan at a Level I trauma center between 2011 and 2018. Receiver operating characteristic (ROC) curves were used to determine the cutoff values for predicting in-hospital mortality.Results: A total of 1035 patients with TBI were included with a mean age of 30 years. The mean Rotterdam and Marshall scores were higher among non-survivors (p = .001). Patients with higher Rotterdam (>3) or Marshall (>2) CT scores were older, had higher injury severity scores and in-hospital mortality and had lower GCS and blood ethanol levels than those with lower scores. The cutoff point of Rotterdam score was 3.5 (sensitivity, 61.2%; specificity, 85.6%) and Marshall score was 2.5 (74.3% sensitivity and 76.3% specificity). Multivariable logistic regression analyses showed that Marshall and Rotterdam scoring systems were independent predictors of mortality (odds ratio 8.4; 95% confidence interval 4.95-14.17 and odds ratio 4.4; 95% confidence interval 2.36-9.39, respectively).Conclusion: Rotterdam and Marshall CT scores have independent prognostic values in patients with TBI even in alcoholic patients.
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Affiliation(s)
- Mohammad Asim
- Trauma and Vascular Surgery Section, Clinical Research, Hamad General Hospital (HGH), Doha, Qatar
| | - Ayman El-Menyar
- Trauma and Vascular Surgery Section, Clinical Research, Hamad General Hospital (HGH), Doha, Qatar.,Clinical Medicine, Weill Cornell Medical College, Doha, Qatar
| | - Ashok Parchani
- Department of Surgery, Trauma Surgery Section, Hamad General Hospital (HGH), Doha, Qatar
| | - Syed Nabir
- Department of Radiology, Hamad General Hospital (HGH), Doha, Qatar
| | | | - Zahoor Ahmed
- Department of Radiology, Hamad General Hospital (HGH), Doha, Qatar
| | | | | | | | - Hassan Al-Thani
- Department of Surgery, Trauma Surgery Section, Hamad General Hospital (HGH), Doha, Qatar
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16
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Mishra R, Ucros HEV, Florez-Perdomo WA, Suarez JR, Moscote-Salazar LR, Rahman MM, Agrawal A. Predictive Value of Rotterdam Score and Marshall Score in Traumatic Brain Injury: A Contemporary Review. INDIAN JOURNAL OF NEUROTRAUMA 2021. [DOI: 10.1055/s-0041-1727404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
AbstractThis article conducts a contemporary comparative review of the medical literature to update and establish evidence as to which framework among Rotterdam and Marshall computed tomography (CT)-based scoring systems predicts traumatic brain injury (TBI) outcomes better. The scheme followed was following the recommendations of the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines for literature search. The search started on August 15, 2020 and ended on December 31, 2020. The combination terms used were Medical Subject Headings terms, combination keywords, and specific words used for describing various pathologies of TBI to identify the most relevant article in each database. PICO question to guide the search strategy was: “what is the use of Marshall (I) versus Rotterdam score (C) in TBI patients (P) for mortality risk stratification (O).” The review is based on 46 references which included a full review of 14 articles for adult TBI patients and 6 articles for pediatric TBI articles comparing Rotterdam and Marshall CT scores. The review includes 8,243 patients, of which 2,365 were pediatric and 5,878 were adult TBI patients. Marshall CT classification is not ordinal, is more descriptive, has better inter-rater reliability, and poor performance in a specific group of TBI patients requiring decompressive craniectomy. Rotterdam CT classification is ordinal, has better discriminatory power, and a better description of the dynamics of intracranial changes. The two scoring systems are complimentary. A combination of clinical parameters, severity, ischemic and hemodynamic parameters, and CT scoring system could predict the prognosis of TBI patients with significant accuracy. None of the classifications has good evidence for use in pediatric patients.
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Affiliation(s)
- Rakesh Mishra
- Department of Neurosurgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Harold Enrique Vasquez Ucros
- Department of Medicina General, Universidad del Sinú - Elias Bechara Zainúm de Cartagena, Cartagena, Colombia
- Jefe de Investigacion ENCEPHALOS en Consejo LatinoAmericano de Neurointensivismo-CLaNi, Cartagena, Colombia
| | - William Andres Florez-Perdomo
- Department of Medicina General, Universidad Surcolombiana, Medico Investigador Consejo Latinoamericano de Neurointensivismo - CLaNi, Clinica Sahagún IPS SA, Cordoba, Columbia
| | - José Rojas Suarez
- Department of Medicina Intensiva, Epidemiologia Clinica, Intensive Care Research (GRICIO), Universidad de Cartagena, Corporacion Universitaria Rafael Nuñez, Cartagena, Colombia
| | | | - Md. Moshiur Rahman
- Department of Neurosurgery, Holy Family Red Crescent Medical College, Dhaka, Bangladesh
| | - Amit Agrawal
- Department of Neurosurgery, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
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Elkbuli A, Shaikh S, McKenney K, Shanahan H, McKenney M, McKenney K. Utility of the Marshall & Rotterdam Classification Scores in Predicting Outcomes in Trauma Patients. J Surg Res 2021; 264:194-198. [PMID: 33838403 DOI: 10.1016/j.jss.2021.02.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 01/25/2021] [Accepted: 02/27/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Traumatic Brain Injury (TBI) is a leading cause of mortality in the trauma population. Accurate prognosis remains a challenge. Two common Computed Tomography (CT)-based prognostic models include the Marshall Classification and the Rotterdam CT Score. This study aims to determine the utility of the Marshall and Rotterdam scores in predicting mortality for adult patients in coma with severe TBI. METHOD Retrospective review of our Level 1 Trauma Center's registry for patients ≥ 18 years of age with blunt TBI and a Glasgow Coma Scale (GCS) of 3-5, with no other significant injuries. Admission Head CT was evaluated for the presence of extra-axial blood (SDH, EDH, SAH, IVH), intra-axial blood (contusions, diffuse axonal injury), midline shift and mass effect on basilar cisterns. Rotterdam and Marshall scores were calculated for all patients; subsequently patients were divided into two groups according to their score (< 4, ≥ 4). RESULTS 106 patients met inclusion criteria; 75.5% were males (n = 80) and 24.5% females (n = 26). The mean age was 52. The odds ratio (OR) of dying from severe TBI for patients in coma with a Rotterdam score of ≥ 4 compared to < 4 was OR = 17 (P < 0.05). The odds of dying from severe TBI for patients in coma with a Marshall score of ≥ 4 versus < 4 was OR = 11 (P < 0.05). CONCLUSION Higher scores in the Marshall classification and the Rotterdam system are associated with increased odds of mortality in adult patients in come from severe TBI after blunt injury. The results of our study support these scoring systems and revealed that a cutoff score of < 4 was associated with improved survival.
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Affiliation(s)
- Adel Elkbuli
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida.
| | - Saamia Shaikh
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida
| | - Kelly McKenney
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida
| | - Hunter Shanahan
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida
| | - Mark McKenney
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida; Department of Surgery, University of South Florida, Tampa, Florida
| | - Kimberly McKenney
- Department of Surgery, Division of Trauma and Acute Care Surgery, Kendall Regional Medical Center, Miami, Florida; Department of Surgery, University of South Florida, Tampa, Florida
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Day-of-Injury Computed Tomography and Longitudinal Rehabilitation Outcomes: A Comparison of the Marshall and Rotterdam Computed Tomography Scoring Methods. Am J Phys Med Rehabil 2020; 99:821-829. [PMID: 32195734 DOI: 10.1097/phm.0000000000001422] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of the study was to compare the relative predictive value of Marshall Classification System and Rotterdam scores on long-term rehabilitation outcomes. This study hypothesized that Rotterdam would outperform Marshall Classification System. DESIGN The study used an observational cohort design with a consecutive sample of 88 participants (25 females, mean age = 42.0 [SD = 21.3]) with moderate to severe traumatic brain injury who were admitted to trauma service with subsequent transfer to the rehabilitation unit between February 2009 and July 2011 and who had clearly readable computed tomography scans. Twenty-three participants did not return for the 9-mo postdischarge follow-up. Day-of-injury computed tomography images were scored using both Marshall Classification System and Rotterdam criteria by two independent raters, blind to outcomes. Functional outcomes were measured by length of stay in rehabilitation and the cognitive and motor subscales of the Functional Independence Measure at rehabilitation discharge and 9-mo postdischarge follow-up. RESULTS Neither Marshall Classification System nor Rotterdam scales as a whole significantly predicted Functional Independence Measure motor or cognitive outcomes at discharge or 9-mo follow-up. Both scales, however, predicted length of stay in rehabilitation. Specific Marshall scores (3 and 6) and Rotterdam scores (5 and 6) significantly predicted subacute outcomes such as Functional Independence Measure cognitive at discharge from rehabilitation and length of stay. CONCLUSIONS Marshall Classification System and Rotterdam scales may have limited utility in predicting long-term functional outcome, but specific Marshall and Rotterdam scores, primarily linked to increased severity and intracranial pressure, may predict subacute outcomes.
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Brasil S, Bor-Seng-Shu E, de-Lima-Oliveira M, Taccone FS, Gattás G, Nunes DM, Gomes de Oliveira RA, Martins Tomazini B, Tierno PF, Becker RA, Bassi E, Sá Malbouisson LM, da Silva Paiva W, Teixeira MJ, de Carvalho Nogueira R. Computed tomography angiography accuracy in brain death diagnosis. J Neurosurg 2020; 133:1220-1228. [PMID: 31561215 DOI: 10.3171/2019.6.jns191107] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 06/18/2019] [Indexed: 01/22/2023]
Abstract
OBJECTIVE The present study was designed to answer several concerns disclosed by systematic reviews indicating no evidence to support the use of computed tomography angiography (CTA) in the diagnosis of brain death (BD). Therefore, the aim of this study was to assess the effectiveness of CTA for the diagnosis of BD and to define the optimal tomographic criteria of intracranial circulatory arrest. METHODS A unicenter, prospective, observational case-control study was undertaken. Comatose patients (Glasgow Coma Scale score ≤ 5), even those presenting with the first signs of BD, were included. CTA scanning of arterial and venous vasculature and transcranial Doppler (TCD) were performed. A neurological determination of BD and consequently determination of case (BD group) or control (no-BD group) was conducted. All personnel involved with assessing patients were blinded to further tests results. Accuracy of BD diagnosis determined by using CTA was calculated based on the criteria of bilateral absence of visualization of the internal cerebral veins and the distal middle cerebral arteries, the 4-point score (4PS), and an exclusive criterion of absence of deep brain venous drainage as indicated by the absence of deep venous opacification on CTA, the venous score (VS), which considers only the internal cerebral veins bilaterally. RESULTS A total of 106 patients were enrolled in this study; 52 patients did not have BD, and none of these patients had circulatory arrest observed by CTA or TCD (100% specificity). Of the 54 patients with a clinical diagnosis of BD, 33 met the 4PS (61.1% sensitivity), whereas 47 met the VS (87% sensitivity). The accuracy of CTA was time related, with greater accuracy when scanning was performed less than 12 hours prior to the neurological assessment, reaching 95.5% sensitivity with the VS. CONCLUSIONS CTA can reliably support a diagnosis of BD. The criterion of the absence of deep venous opacification, which can be assessed by use of the VS criteria investigated in this study, can confirm the occurrence of cerebral circulatory arrest.Clinical trial registration no.: 12500913400000068 (clinicaltrials.gov).
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Affiliation(s)
| | | | | | | | | | | | | | - Bruno Martins Tomazini
- 3Trauma Intensive Care Unit, Hospital das Clinicas, School of Medicine, São Paulo, Brazil; and
| | - Paulo Fernando Tierno
- 3Trauma Intensive Care Unit, Hospital das Clinicas, School of Medicine, São Paulo, Brazil; and
| | - Rafael Akira Becker
- 3Trauma Intensive Care Unit, Hospital das Clinicas, School of Medicine, São Paulo, Brazil; and
| | - Estevão Bassi
- 3Trauma Intensive Care Unit, Hospital das Clinicas, School of Medicine, São Paulo, Brazil; and
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Munakomi S, Thingujam J, Bajracharya A, Gurung S, Shrestha S. Prognostics of Hospitalization Length and Mortality in Patients with Traumatic Frontal Brain Contusions. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1279:53-59. [PMID: 32350821 DOI: 10.1007/5584_2020_529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Traumatic brain injury has ripple effect on the physical, cognitive, behavioral, and emotional domains of quality of life and portends a long-term neurological disability in survivors. In this study we evaluated the prognostic role of demographic and clinico-radiological variables on the hospitalization length and mortality in 71 of patients with frontal brain contusions. The receiver operating characteristic (ROC) plots were performed, with area under the curve (AUC) values, for graphical comparison of variables that would predict mortality and hospitalization length. We found that the best prognostics of mortality were the Glasgow Coma Scale score, the motor function score, and the Rotterdam CT score, with AUC values of 0.873, 0.836, and 0.711, respectively. Concerning the prediction of hospitalization length, the AUC showed inappreciable differences, with the highest values for the Glasgow Coma Scale score, Rotterdam CT score, and the serum cortisol level in a 0.550-0.600 range. Curve estimation, based on multivariate analysis, showed that the scores of motor function, Glasgow Coma Scale, and Rotterdam CT correlated best with the prediction of both mortality and hospitalization length, along with the upward dynamic changes of serum cortisol for the latter. We conclude that basically simple and non-invasive assessment in survivors of acute traumatic brain contusion is helpful in predicting mortality and the length of hospital stay, which would be of essential value in better allocation of healthcare resources for inpatient treatment and rehabilitation and for post-hospital patient's functioning.
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Affiliation(s)
- Sunil Munakomi
- Department of Neurosurgery, Nobel Medical College and Teaching Hospital, Biratnagar, Nepal.
| | - Jagdish Thingujam
- Department of Neurosurgery, Nobel Medical College and Teaching Hospital, Biratnagar, Nepal
| | - Aliza Bajracharya
- Department of Neurosurgery, Nobel Medical College and Teaching Hospital, Biratnagar, Nepal
| | - Suja Gurung
- Department of Neurosurgery, Nobel Medical College and Teaching Hospital, Biratnagar, Nepal
| | - Sangam Shrestha
- Department of Pediatrics, Koshi Zonal Hospital, Biratnagar, Nepal
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Charry JD, Falla JD, Ochoa JD, Pinzón MA, Tejada JH, Henriquez MJ, Solano JP, Calvache C. External Validation of the Rotterdam Computed Tomography Score in the Prediction of Mortality in Severe Traumatic Brain Injury. J Neurosci Rural Pract 2019; 8:S23-S26. [PMID: 28936067 PMCID: PMC5602255 DOI: 10.4103/jnrp.jnrp_434_16] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Introduction: Traumatic brain injury (TBI) is a public health problem. It is a pathology that causes significant mortality and disability in Colombia. Different calculators and prognostic models have been developed to predict the neurological outcomes of these patients. The Rotterdam computed tomography (CT) score was developed for prognostic purposes in TBI. We aimed to examine the accuracy of the prognostic discrimination and prediction of mortality of the Rotterdam CT score in a cohort of trauma patients with severe TBI in a university hospital in Colombia. Materials and Methods: We analyzed 127 patients with severe TBI treated in a regional trauma center in Colombia over a 2-year period. Bivariate and multivariate analyses were used. The discriminatory power of the score, its accuracy, and precision were assessed by logistic regression and as the area under the receiver operating characteristic curve. Shapiro–Wilk, Chi-square, and Wilcoxon tests were used to compare the real outcomes in the cohort against the predicted outcomes. Results: The median age of the patient cohort was 33 years, and 84.25% were male. The median injury severity score was 25, the median Glasgow Coma Scale motor score was 3, the basal cisterns were closed in 46.46% of the patients, and a midline shift of >5 mm was seen in 50.39%. The 6-month mortality was 29.13%, and the Rotterdam CT score predicted a mortality of 26% (P < 0.0001) (area under the curve: 0.825; 95% confidence interval: 0.745–0.903). Conclusions: The Rotterdam CT score predicted mortality at 6 months in patients with severe head trauma in a university hospital in Colombia. The Rotterdam CT score is useful for predicting early death and the prognosis of patients with TBI.
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Affiliation(s)
- Jose D Charry
- School of Medicine, Department of Research, Fundacion Universitaria - UNINAVARRA, Neiva, Colombia.,School of Medicine, Universidad Surcolombiana, Neiva, Colombia.,Department of Research, Universidad Jaén, España
| | - Jesus D Falla
- School of Medicine, Universidad Surcolombiana, Neiva, Colombia
| | - Juan D Ochoa
- School of Medicine, Universidad Surcolombiana, Neiva, Colombia
| | - Miguel A Pinzón
- School of Medicine, Universidad Surcolombiana, Neiva, Colombia
| | - Jorman H Tejada
- School of Medicine, Universidad Surcolombiana, Neiva, Colombia
| | - Maria J Henriquez
- School of Medicine, Department of Research, Fundacion Universitaria - UNINAVARRA, Neiva, Colombia.,Department of Neurosurgery, Hospital Universitario de Neiva, Neiva, Colombia
| | - Juan Pablo Solano
- Department of Neurosurgery, Hospital Universitario de Neiva, Neiva, Colombia
| | - Camilo Calvache
- Department of Neurosurgery, Hospital Universitario de Neiva, Neiva, Colombia
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Mohammadifard M, Ghaemi K, Hanif H, Sharifzadeh G, Haghparast M. Marshall and Rotterdam Computed Tomography scores in predicting early deaths after brain trauma. Eur J Transl Myol 2018; 28:7542. [PMID: 30344974 PMCID: PMC6176390 DOI: 10.4081/ejtm.2018.7542] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Revised: 05/14/2018] [Accepted: 05/14/2018] [Indexed: 11/23/2022] Open
Abstract
Trauma is one of the most important issues of most healthcare systems accompanying with head trauma in the most cases. We sought to determine the scoring system and initial Computed Tomography (CT) findings predicting the death at hospital discharge (early death) in patients with traumatic brain injury based on Marshall and Rotterdam CT scores. This is a cross sectional study on traumatic neurosurgical patients with mild-to-severe traumatic brain injury admitted to the emergency department of Emam Reza Hospital, Birjand University of Medical Sciences. Patients≥18 years old with TBI during last 24 hours with GCS≤13 were included and exclusion criteria were multiple trauma, penetrating injuries, previous history of anticoagulant therapy, pregnancy, not willingness for participation. Their initial CT and status at hospital discharge, one and three months (dead or alive) were reviewed, and both CT scores were calculated. We examined whether each score is related to death using SPSS11 by The Mann-Whitney U at the level of p≤0.05. Overall, 98 patients were included. Mean age was 43.52±21.29. Most patients were male (63.3%). Mean Marshall and Rotterdam CT scores were 3.2±1.3 and 2.5±1. The mortality at two weeks, one moth and three months were 19.4%, 20.4%, and 20.4%. Rotterdam CT score was significantly different based on type of hematoma. Median GCS score in alive and dead patients on 2 weeks were 10 and 4 (p=0.0001), at one month were 10 and 4 (p=0.0001), and at three months were 10 and 4 (p=0.0001). The median Marshall CT score on 2 weeks were 2 and 4 (p=0.0001), at one month were 2 and 4 (p=0.0001), and at three months were 2 and 4 (p=0.0001). The median Rotterdam CT score on 2 weeks were 2 and 4 (p=0.0001), at one month were 2 and 3 (p=0.001), and at three months were 2 and 3 (p=0.001). The Rotterdam CT score was significantly correlated with mortality at two weeks, one month and three months (p=0.004, p=0.001, and p=0.001, respectively). The Marshall CT score was not significantly correlated with mortality at any time. The Rotterdam CT score was more accurate for prediction of mortality on 2 weeks (ROC80.9), at one month (ROC80.7), and at three months were (ROC80.7) than The Rotterdam CT score (ROC 76, 74.1, and 74.1, respectively). This study concluded that The Marshall CT score was more accurate for prediction of mortality on 2 weeks, at one month, and at three months were than The Marshall CT score with higher ROC. The correlation of the Rotterdam CT score with mortality was significant.
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Affiliation(s)
- Mahyar Mohammadifard
- Department of Radiology, Imam Reza Hospital, Birjand University of Medical Sciences, Birjand
| | - Kazem Ghaemi
- Department of Neurosurgery, Birjand University of Medical Science, Birjand
| | - Hamed Hanif
- Department of Neurosurgery, Sina Hospital, Tehran University of Medical Sciences (TUMS), Tehran
| | - Gholamreza Sharifzadeh
- Birjand Infectious Diseases Research Center, Assistant Professor of Epidemiology, Birjand University of Medical Sciences, Birjand
| | - Marzieh Haghparast
- Department of Radiology, Birjand University of Medical Sciences, Birjand, Iran
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Avanali R, Bhadran B, Panchal S, Kumar PK, Vijayan A, Aneeze MM, Harison G. Formulation of a Three-Tier Cisternal Grade as a Predictor of In-Hospital Outcome from a Prospective Study of Patients with Traumatic Intracranial Hematoma. World Neurosurg 2017; 104:848-855. [PMID: 28552701 DOI: 10.1016/j.wneu.2017.05.054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 05/10/2017] [Accepted: 05/11/2017] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Outcome prediction is of paramount importance in traumatic brain injury. Our objective of conducting this prospective study was to identify the predictors needed to formulate a prognostic score. METHODS Clinical and radiologic characteristics of 100 patients with traumatic intracranial hematoma were analyzed. Key measurements were taken in the midbrain and pontine regions and the status of each of the 9 basal cisterns was noted, by giving a score of 1 if they were visible and 0 if not. All the predictors were analyzed for outcome. RESULTS Total cisternal score was found to be an independent predictor of outcome. A grade was formulated by dividing the score into 3 levels. CONCLUSIONS The model based on cisternal status described in the study is technically simple and conveys the information regarding the outcome to the treating neurosurgeon. Because the score obtained seems to have low interobserver variation, we believe that it can be a useful tool not only in recording data in case files and interphysician communication but also in research into traumatic brain injury.
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Affiliation(s)
| | - Biju Bhadran
- Govt. T.D. Medical College, Alappuzha, Kerala, India
| | - Sunil Panchal
- Govt. T.D. Medical College, Alappuzha, Kerala, India
| | | | | | | | - G Harison
- Govt. T.D. Medical College, Alappuzha, Kerala, India
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