Selection of children with ultra-severe traumatic brain injury for neurosurgical intervention

2019 ◽  
Vol 23 (6) ◽  
pp. 670-679
Author(s):  
Krista Greenan ◽  
Sandra L. Taylor ◽  
Daniel Fulkerson ◽  
Kiarash Shahlaie ◽  
Clayton Gerndt ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Decision Tree ◽  
Prediction Model ◽  
Severe Traumatic Brain Injury ◽  
Pupillary Response ◽  
Data Set ◽  
Robust Model ◽  
Gcs Score ◽  
Combined Data

OBJECTIVEA recent retrospective study of severe traumatic brain injury (TBI) in pediatric patients showed similar outcomes in those with a Glasgow Coma Scale (GCS) score of 3 and those with a score of 4 and reported a favorable long-term outcome in 11.9% of patients. Using decision tree analysis, authors of that study provided criteria to identify patients with a potentially favorable outcome. The authors of the present study sought to validate the previously described decision tree and further inform understanding of the outcomes of children with a GCS score 3 or 4 by using data from multiple institutions and machine learning methods to identify important predictors of outcome.METHODSClinical, radiographic, and outcome data on pediatric TBI patients (age < 18 years) were prospectively collected as part of an institutional TBI registry. Patients with a GCS score of 3 or 4 were selected, and the previously published prediction model was evaluated using this data set. Next, a combined data set that included data from two institutions was used to create a new, more statistically robust model using binomial recursive partitioning to create a decision tree.RESULTSForty-five patients from the institutional TBI registry were included in the present study, as were 67 patients from the previously published data set, for a total of 112 patients in the combined analysis. The previously published prediction model for survival was externally validated and performed only modestly (AUC 0.68, 95% CI 0.47, 0.89). In the combined data set, pupillary response and age were the only predictors retained in the decision tree. Ninety-six percent of patients with bilaterally nonreactive pupils had a poor outcome. If the pupillary response was normal in at least one eye, the outcome subsequently depended on age: 72% of children between 5 months and 6 years old had a favorable outcome, whereas 100% of children younger than 5 months old and 77% of those older than 6 years had poor outcomes. The overall accuracy of the combined prediction model was 90.2% with a sensitivity of 68.4% and specificity of 93.6%.CONCLUSIONSA previously published survival model for severe TBI in children with a low GCS score was externally validated. With a larger data set, however, a simplified and more robust model was developed, and the variables most predictive of outcome were age and pupillary response.

scholarly journals Modulated Neuroprotection in Unresponsive Wakefulness Syndrome after Severe Traumatic Brain Injury

2021 ◽  
Vol 11 (8) ◽  
pp. 1044
Author(s):  
Cristina Daia ◽  
Cristian Scheau ◽  
Aura Spinu ◽  
Ioana Andone ◽  
Cristina Popescu ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Glasgow Coma Scale ◽  
Severe Traumatic Brain Injury ◽  
Functional Independence ◽  
Unresponsive Wakefulness Syndrome ◽  
Coma Scale ◽  
Severe Tbi ◽  
Neuroprotective Treatment ◽  
Gcs Score

Background: We aimed to assess the effects of modulated neuroprotection with intermittent administration in patients with unresponsive wakefulness syndrome (UWS) after severe traumatic brain injury (TBI). Methods: Retrospective analysis of 60 patients divided into two groups, with and without neuroprotective treatment with Actovegin, Cerebrolysin, pyritinol, L-phosphothreonine, L-glutamine, hydroxocobalamin, alpha-lipoic acid, carotene, DL-α-tocopherol, ascorbic acid, thiamine, pyridoxine, cyanocobalamin, Q 10 coenzyme, and L-carnitine alongside standard treatment. Main outcome measures: Glasgow Coma Scale (GCS) after TBI, Extended Glasgow Coma Scale (GOS E), Disability Rankin Scale (DRS), Functional Independence Measurement (FIM), and Montreal Cognitive Assessment (MOCA), all assessed at 1, 3, 6, 12, and 24 months after TBI. Results: Patients receiving neuroprotective treatment recovered more rapidly from UWS than controls (p = 0.007) passing through a state of minimal consciousness and gradually progressing until the final evaluation (p = 0.000), towards a high cognitive level MOCA = 22 ± 6 points, upper moderate disability GOS-E = 6 ± 1, DRS = 6 ± 4, and an assisted gait, FIM =101 ± 25. The improvement in cognitive and physical functioning was strongly correlated with lower UWS duration (−0.8532) and higher GCS score (0.9803). Conclusion: Modulated long-term neuroprotection may be the therapeutic key for patients to overcome UWS after severe TBI.

scholarly journals A Novel Model for Predicting the Death Risk of Severe Traumatic Brain Injury during Hospitalization

2021 ◽  
Vol 2 (3) ◽  
pp. 01-06
Author(s):  
Yansong Xu ◽  
Zheng Liang
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Prediction Model ◽  
Severe Traumatic Brain Injury ◽  
Fatal Outcome ◽  
Occipital Lobe ◽  
Apache Ii Score ◽  
Net Benefit ◽  
Clinical Value ◽  
Novel Model

BACKGROUND: Patients with severe traumatic brain injury (sTBI) often presents with extracranial injuries, which may contribute to fatal outcome. The aim of this study was to construct the best death prediction model for sTBI and provide a feasible basis for early prognosis. METHODS: A retrospective study from the First Affiliated Hospital of Guangxi Medical University from January 2012 to September 2020 was performed. Relevant risk factors at admission and record survival were collected at discharge. Logistic regression was used to establish a death prediction model. The performance of the model was predicted by fitting goodness test and calculating the area under the ROC curve (AUC). The DCA curve was used to show the net benefit rate of patients. RESULTS: Of the 190 patients with sTBI, 91 died during hospitalization, with a mortality rate of 47.8 percent. Pupillary dilation, occipital lobe injury, SAH, cerebral hernia, and APACHE II score could predict the probability of death alone, with AUC of 0.636, 0.595, 0.611, 0.599 and 0.621 respectively. The AUC of death prediction for patients with sTBI was 0.860, and its sensitivity and specificity were 88.60% and 81.60%. The calibration and decision curve analysis (DCA) were conducted to validate the performance and clinical value of the novel model. CONCLUSIONS: The clinic-radiomic model incorporating both clinical factors and radiomic signature showed good performance for mortality risk prediction of sTBI. The predictive model can identify sTBI with high sensitivity and can be applied in patients with sTBI.

Intracranial Pressure Waveform Morphology and Intracranial Adaptive Capacity

2008 ◽  
Vol 17 (6) ◽  
pp. 545-554 ◽  
Author(s):  
Jun-Yu Fan ◽  
Catherine Kirkness ◽  
Paolo Vicini ◽  
Robert Burr ◽  
Pamela Mitchell
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Intracranial Pressure ◽  
Adaptive Capacity ◽  
Severe Traumatic Brain Injury ◽  
Controlled Trial ◽  
Pressure Monitor ◽  
Data Set ◽  
Prime Concern ◽  
Intracranial Pressure Waveform

Background Intracranial hypertension due to primary and secondary injuries is a prime concern when providing care to patients with severe traumatic brain injury. Increases in intracranial pressure vary depending on compensatory processes within the craniospinal space, also referred to as intracranial adaptive capacity. In patients with traumatic brain injury and decreased intracranial adaptive capacity, intracranial pressure increases disproportionately in response to a variety of stimuli. However, no well-validated measures are available in clinical practice to predict the development of such an increase. Objectives To examine whether P2 elevation, quantified by determining the P2:P1 ratio (=0.8) of the intracranial pressure pulse waveform, is a unique predictor of disproportionate increases in intracranial pressure on a beat-by-beat basis in the 30 minutes preceding the elevation in patients with severe traumatic brain injury, within 48 hours after deployment of an intracranial pressure monitor. Methods A total of 38 patients with severe traumatic brain injury were sampled from a randomized controlled trial of cerebral perfusion pressure management in patients with traumatic brain injury or subarachnoid hemorrhage. Results The P2 elevation was not only present before the disproportionate increase in pressure, but also appeared in the comparison data set (within-subject without such a pressure increase). Conclusions P2 elevation is not a reliable clinical indicator to predict an impending disproportionate increase in intracranial pressure.

scholarly journals Increased mortality in patients with severe traumatic brain injury treated without intracranial pressure monitoring

2012 ◽  
Vol 117 (4) ◽  
pp. 729-734 ◽  
Author(s):  
Arash Farahvar ◽  
Linda M. Gerber ◽  
Ya-Lin Chiu ◽  
Nancy Carney ◽  
Roger Härtl ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Intracranial Pressure ◽  
Intracranial Hypertension ◽  
Severe Traumatic Brain Injury ◽  
Lower Mortality ◽  
Icp Monitoring ◽  
Improvement Program ◽  
Severe Tbi ◽  
Gcs Score

Object Evidence-based guidelines recommend intracranial pressure (ICP) monitoring for patients with severe traumatic brain injury (TBI), but there is limited evidence that monitoring and treating intracranial hypertension reduces mortality. This study uses a large, prospectively collected database to examine the effect on 2-week mortality of ICP reduction therapies administered to patients with severe TBI treated either with or without an ICP monitor. Methods From a population of 2134 patients with severe TBI (Glasgow Coma Scale [GCS] Score <9), 1446 patients were treated with ICP-lowering therapies. Of those, 1202 had an ICP monitor inserted and 244 were treated without monitoring. Patients were admitted to one of 20 Level I and two Level II trauma centers, part of a New York State quality improvement program administered by the Brain Trauma Foundation between 2000 and 2009. This database also contains information on known independent early prognostic indicators of mortality, including age, admission GCS score, pupillary status, CT scanning findings, and hypotension. Results Age, initial GCS score, hypotension, and CT scan findings were associated with 2-week mortality. In addition, patients of all ages treated with an ICP monitor in place had lower mortality at 2 weeks (p = 0.02) than those treated without an ICP monitor, after adjusting for parameters that independently affect mortality. Conclusions In patients with severe TBI treated for intracranial hypertension, the use of an ICP monitor is associated with significantly lower mortality when compared with patients treated without an ICP monitor. Based on these findings, the authors conclude that ICP-directed therapy in patients with severe TBI should be guided by ICP monitoring.

scholarly journals Outcome prediction model for severe traumatic brain injury

2013 ◽  
Vol 1 (1) ◽  
pp. 31-36 ◽  
Author(s):  
Jiro Iba ◽  
Osamu Tasaki ◽  
Tomohito Hirao ◽  
Tomoyoshi Mohri ◽  
Kazuhisa Yoshiya ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Prediction Model ◽  
Severe Traumatic Brain Injury ◽  
Outcome Prediction

scholarly journals Decompressive craniectomy in severe traumatic brain injury - a study of 20 cases

2014 ◽  
Vol 43 (2) ◽  
pp. 100-102
Author(s):  
Sukriti Das ◽  
Md Jahangir Alam ◽  
KM Tarikul Islam ◽  
Fazle Elahi ◽  
Ehsan Mahmud
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Decompressive Craniectomy ◽  
Severe Traumatic Brain Injury ◽  
Operative Management ◽  
College Hospital ◽  
Cross Sectional ◽  
Medical College ◽  
Included Patient ◽  
Gcs Score

Severe traumatic brain injury is common in all developing countries like Bangladesh. These patients are commonly managed conservatively in the most of the hospitals of our country where immediate surgical intervention and perioperative ICU facilities are not available.This cross sectional interventional study was aimed at evaluating and comparing the post operative surgical outcome of decompressive craniectomy in patients with severe traumatic brain injury (TBI) with conservatively treated patients.This study was done in Dhaka Medical College Hospital from January 2010 to December 2012. Twenty clinically suspected patients who sustained severe head injury with a GCS of 3-8 with neurological deterioration and evidence of brain contusion, laceration or evidence of brain swelling on CT Scan were included. Patient with primary fatal brain stem injury, an initial and persisting GCS score of 3, or bilaterally dilated and fixed pupil are not candidate for operative management. Outcome was assessed by Glasgow outcome scale (GOS). Follow up was given for a period of six to twelve months. DOI: http://dx.doi.org/10.3329/bmj.v43i2.21392 Bangladesh Med J. 2014 May; 43 (2): 100-102

Regional cerebrovascular and metabolic effects of hyperventilation after severe traumatic brain injury

2002 ◽  
Vol 96 (1) ◽  
pp. 103-108 ◽  
Author(s):  
Michael N. Diringer ◽  
Tom O. Videen ◽  
Kent Yundt ◽  
Allyson R. Zazulia ◽  
Venkatesh Aiyagari ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Metabolic Rate ◽  
Severe Traumatic Brain Injury ◽  
Content Type ◽  
Severe Tbi ◽  
The Mean ◽  
Gcs Score ◽  
Energy Failure ◽  
Fine Print

Object. Recently, concern has been raised that hyperventilation following severe traumatic brain injury (TBI) could lead to cerebral ischemia. In acute ischemic stroke, in which the baseline metabolic rate is normal, reduction in cerebral blood flow (CBF) below a threshold of 18 to 20 ml/100 g/min is associated with energy failure. In severe TBI, however, the metabolic rate of cerebral oxygen (CMRO2) is low. The authors previously reported that moderate hyperventilation lowered global hemispheric CBF to 25 ml/100 g/min but did not alter CMRO2. In the present study they sought to determine if hyperventilation lowers CBF below the ischemic threshold of 18 to 20 ml/100 g/min in any brain region and if those reductions cause energy failure (defined as a fall in CMRO2). Methods. Two groups of patients were studied. The moderate hyperventilation group (nine patients) underwent hyperventilation to PaCO2 of 30 ± 2 mm Hg early after TBI, regardless of intracranial pressure (ICP). The severe hyperventilation group (four patients) underwent hyperventilation to PaCO2 of 25 ± 2 mm Hg 1 to 5 days postinjury while ICP was elevated (20–30 mm Hg). The ICP, mean arterial blood pressure, and jugular venous O2 content were monitored, and cerebral perfusion pressure was maintained at 70 mm Hg or higher by using vasopressors when needed. All data are given as the mean ± standard deviation unless specified otherwise. The moderate hyperventilation group was studied 11.2 ± 1.6 hours (range 8–14 hours) postinjury, the admission Glasgow Coma Scale (GCS) score was 5.6 ± 1.8, the mean age was 27 ± 9 years, and eight of the nine patients were men. In the severe hyperventilation group, the admission GCS score was 4.3 ± 1.5, the mean age was 31 ± 6 years, and all patients were men. Positron emission tomography measurements of regional CBF, cerebral blood volume, CMRO2, and oxygen extraction fraction (OEF) were obtained before and during hyperventilation. In all 13 patients an automated search routine was used to identify 2.1-cm spherical nonoverlapping regions with CBF values below thresholds of 20, 15, and 10 ml/100 g/min during hyperventilation, and the change in CMRO2 in those regions was determined. In the regions in which CBF was less than 20 ml/100 g/min during hyperventilation, it fell from 26 ± 6.2 to 13.7 ± 1 ml/100 g/min (p < 0.0001), OEF rose from 0.31 to 0.59 (p < 0.0001), and CMRO2 was unchanged (1.12 ± 0.29 compared with 1.14 ± 0.03 ml/100 g/min; p = 0.8). In the regions in which CBF was less than 15 ml/100 g/min during hyperventilation, it fell from 23.3 ± 6.6 to 11.1 ± 1.2 ml/100 g/min (p < 0.0001), OEF rose from 0.31 to 0.63 (p < 0.0001), and CMRO2 was unchanged (0.98 ± 0.19 compared with 0.97 ± 0.23 ml/100 g/min; p = 0.92). In the regions in which CBF was less than 10 ml/100 g/min during hyperventilation, it fell from 18.2 ± 4.5 to 8.1 ± 0 ml/100 g/min (p < 0.0001), OEF rose from 0.3 to 0.71 (p < 0.0001), and CMRO2 was unchanged (0.78 ± 0.26 compared with 0.84 ± 0.32 ml/100 g/min; p = 0.64). Conclusions. After severe TBI, brief hyperventilation produced large reductions in CBF but not energy failure, even in regions in which CBF fell below the threshold for energy failure defined in acute ischemia. Oxygen metabolism was preserved due to the low baseline metabolic rate and compensatory increases in OEF; thus, these reductions in CBF are unlikely to cause further brain injury.

scholarly journals Early decompressing craniectomy in patients with traumatic brain injury and cerebral edema

2014 ◽  
Vol 8 (1) ◽  
pp. 53-59 ◽  
Author(s):  
Jiang-Biao Gong ◽  
Liang Wen ◽  
Ren-Ya Zhan ◽  
Heng-Jun Zhou ◽  
Fang Wang ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Prognostic Factors ◽  
Retrospective Study ◽  
Brain Injury ◽  
Cerebral Edema ◽  
Severe Traumatic Brain Injury ◽  
Midline Shift ◽  
Important Method ◽  
Severe Tbi ◽  
Gcs Score

Abstract Background: Decompressing craniectomy (DC) is an important method for the management of severe traumatic brain injury (TBI). Objective: To analyze the effect of prophylactic DC within 24 hours after head trauma TBI. Methods: Seventy-two patients undergoing prophylactic DC for severe TBI were included in this retrospective study. Both of the early and late outcomes were studied and the prognostic factors were analyzed. Results: In this series, cumulative death in the first 30 days after DC was 26%, and 28 (53%) of 53 survivors in the first month had a good outcomes. The factors including Glasgow Coma Score (GCS) score at admission, whether the patient had an abnormal pupil response and whether the midline shift was greater than 5 mm were most important prognostic factors for the prediction of death in the first 30 days and the final outcome at 6 months after DC. Conclusion: Prophylactic DC plays an important role in the management of highly elevated ICP, especially when other methods of reduction of ICP are unavailable.

Sign in / Sign up

Export Citation Format

Share Document