Initial Glasgow Coma Scale Score Research Articles

Predictive factors for shunt dependency in patients with spontaneous intraventricular hemorrhage

Intraventricular hemorrhage (IVH) occurs in approximately 30–50% patients with spontaneous intracerebral hemorrhage (ICH), with a high 30-day mortality rate. Excess accumulation of parenchymal or ventricular blood associated with the development of acute hydrocephalus leads to poor outcomes. The prediction of shunt dependency is important to identify patients susceptible to requiring permanent shunt placement and benefit from the diversion. This retrospective analytical study aimed to establish a predictive model of shunt dependency in patients with IVH. This study included 179 patients with primary IVH with supratentorial origin or spontaneous ICH with extension into the ventricles between 2015 and 2021. Patients were grouped into “shunt required” and “shunt not required” groups. Variables, including age, sex, preexisting hypertension and diabetes, initial Glasgow Coma Scale scores, ICH location and volume, urokinase administration, modified Graeb score (mGraeb score), and bicaudate index, were analyzed. The shunt required group had significantly higher mGraeb scores (12.0 (6.5–15.0) vs. 7.0 (4.0–12.0), p = 0.001) and higher bicaudate index (0.20 (0.17–0.23) vs. 0.16 (0.13–0.18), P < 0.001) than the shunt not required group. The receiver operating characteristic curve (ROC curve) analysis revealed that a cut-off value of 0.16 of the bicaudate index was significantly related to shunt dependency. The subgroup statistical analysis revealed that neither urokinase administration (p = 0.533) nor urokinase dosage (p = 0.117) showed significant relevance in shunt dependency in patients who received external ventricular drainage. In logistic regression adjusted for the confounders, thalamic ICH (odds ratio (OR) 3.55; 95% confidence interval [(95%CI), 1.13–11.18], an mGraeb score greater than 8 (OR, 3.93; 95%CI, 1.84–8.38), and a bicaudate index greater than 0.16 (OR, 9.87; 95%CI, 3.79–25.73) were factors associated with a higher tendency for shunting. The findings of this study may help identify patients at risk for a permanent shunt after IVH.

Head injuries in prehospital and Emergency Department settings: a prospective multicenter cross-sectional study in France

BackgroundHead injuries are the leading cause of trauma in Emergency Departments (EDs). Recent studies have shown epidemiological changes in patients consulting ED for head injuries. The main objective of this study was to describe the profile of head injury patients consulting in the EDs in France and assess i) head injury severity across age groups; ii) the delay between the occurrence of head injury and ED arrival; iii) factors associated with traumatic intracranial hemorrhage (ICH).MethodsThis cross-sectional study collected patient data over a three-day period in March 2023. All adult patients (≥ 18 years old) admitted to the ED with a head injury (defined as a trauma to the head) were included. TBI severity was classified according to patients’ initial Glasgow Coma Scale score in the ED: severe (3–8); moderate (9 -12); mild (13–15); and simple head trauma in the absence of transient or persistent neurological symptoms.ResultsAmong the 71 participating EDs, 26,008 patients visited EDs and a total of 1070 patients (4.1%, IC 95 3.9—4.4) presented a head injury were included in the study, with a median age of 68.5 [37–85] years old. Most of the patients (66.7%) were referred to ED after a call to the Emergency Medical Dispatcher (EMD). The median time from head injury to ED visit was 2 h [1.0 – 5.5]. Ground-level falls were the leading cause of head injury (60.3%). Most of patient presented a simple head trauma (n = 715, 66.8%) followed by mild TBI (n = 337, 31.5%). CT head scans were performed for 636 patients (59.6%), of which 58 were positive. Traumatic ICH prevalence was 5.4% (95% CI: 4.1–6.9) and three patients (0.3%) required an urgent neurosurgical intervention. Neither preinjury anticoagulant (p = 0.97) nor antiplatelet (p = 0.93) use was associated with an increased risk of traumatic ICH.ConclusionsOne head injury patient out of two presenting in the ED is aged over 65 years. Patients referred by EMD were more likely to visit ED promptly. The majority of older patients underwent a head CT scan and preinjury anticoagulant use was not associated with increased risk of traumatic ICH.

Creating and validating a neurosurgical intervention rule-out tool for patients with mild traumatic brain injury and isolated subdural hematoma: a 5-year, six-center retrospective cohort study.

Because there is no reliable method on admission to predict whether a patient will require neurosurgical intervention in the future, the general approach remains to treat each patient with mild traumatic brain injury (mTBI) and subdural hematoma (SDH) as if they will require such an intervention. Consequently, there is a growing population of patients with mTBI and SDH that is overtriaged despite having a low probability of needing neurosurgical intervention. This study aimed to train and validate a predictive rule-out tool for neurosurgical intervention in patients with mTBI and SDH. This was a retrospective cohort study of all trauma patients admitted to six level I trauma centers in three states. Patients were included if they met the following criteria: admitted between 2016 and 2020, ≥ 18 years of age, ICD-10 diagnosis of isolated SDH, initial head imaging available, initial Glasgow Coma Scale score of 13-15, and arrived within 48 hours of injury. Exclusion criteria included skull fracture, intracranial hemorrhage other than an SDH, and no neurosurgical consultation. Prediction variables included 34 demographic, clinical, and radiographic variables. The study outcome was neurosurgical intervention within 48 hours of hospital admission. Seventy-five percent of the data were used for training, and 25% for testing. Multivariable logistic regression with fivefold cross-validation was used on the training set to identify covariates with the highest specificity while holding sensitivity at 100%. Results were validated on the testing set. In total, 1000 patients were in the training set and 333 in the testing set. The overall neurosurgical intervention rate was 8.8%. For the fivefold cross-validation process, three variables were selected that maximized specificity while holding sensitivity at 100%: maximum hematoma thickness, initial Glasgow Coma Scale score, and preinjury antithrombotic use (sensitivity 100%, specificity 56%, area under the receiver operating characteristic curve 0.94). With a cutoff probability of neurosurgical intervention set at 1.88%, the final model was validated to predict neurosurgical intervention with a sensitivity of 100% (95% CI 88.4%-100%) and specificity of 55.1% (95% CI 49.3%-60.8%). In this study, the largest of its kind to date, the authors successfully developed and validated a new tool for ruling out the necessity of neurosurgical intervention in patients with mTBI and isolated SDH. By successfully identifying more than half of patients who are unlikely to require neurosurgery within the first 2 days of admission, this tool can be used to improve treatment efficiency and provide patients and clinicians with valuable prognostic information.

Optimizing Traumatic Brain Injury Recovery: Exploring the Advantages and Results of Decompressive Craniectomy.

Traumatic brain injury (TBI) causes significant mortality and morbidity across regions, imposing a substantial socioeconomic burden on societies. A major complication that can arise is uncontrolled intracranial pressure (ICP). Several strategies exist for reducing ICP in TBI patients, including head elevation, mannitol administration, and hyperventilation. Decompressive craniectomy (DC) is a therapeutic approach employed to lower ICP. This technique offers immediate and permanent relief from elevated ICP, although there are ongoing debates regarding its beneficial use and appropriate indications for patients with increased ICP. The objective of this review was to assess variations in surgical technique, timing of the procedure, and patient characteristics associated with DC. Through the evaluation of clinical and radiologic data concerning DC in patients with elevated ICP, it was revealed that while DC provides numerous benefits, it also carries a significant risk of mortality and morbidity. Furthermore, we observed that factors such as age, initial Glasgow Coma Scale (GCS) score, pupil response, and the time interval between injury and DC can serve as predictors for the procedure's outcomes. Based on our findings, we recommend conducting further trials to shed light on the use of DC in TBI patients.

The Impact of the Pandemic of COVID-19 on the Head Injury Fast-Track System and Surgical Outcome

Abstract Objective This study aims to evaluate the impact of the coronavirus disease 2019 (COVID-19) pandemic on the head injury fast-track system and surgical treatment outcomes. Materials and Methods A retrospective review was conducted on patients who underwent emergency neurological procedures according to the head injury fast-track system. Data from April 2018 to April 2020 (pre-COVID) were compared with data from May 2020 to May 2022 (during COVID). Results The analysis comprised 128 patients in the prepandemic group and 119 patients in the pandemic group, with 5 patients diagnosed with COVID infection during the pandemic. Acute subdural hematoma resulting from motorcycle accidents was the most common diagnosis in both groups (56.3 and 47.5%, respectively). The initial Glasgow coma scale (GCS) score was significantly lower during the pandemic compared to the prepandemic period (p = 0.025). Time metrics in the emergency department, including door to computed tomography (CT), emergency room (ER) exit, and incision times, were significantly longer in the pandemic group (p &lt; 0.05). However, there were no statistically significant differences in in-hospital mortality rates (25.8 and 17.7%, respectively; p = 0.12) or the percentage of patients with a favorable functional outcome (Glasgow outcome scale ≥4). At 1 month, a favorable functional outcome was observed in 51.6% of prepandemic patients and 57.1% of pandemic patients (p = 0.69), while at 6 months, the percentages were 56.8 and 64.5%, respectively (p = 0.23). Conclusions Our study revealed significant delays in hospital processes for head injuries during the COVID-19 pandemic. However, we found no significant impact on mortality rates or functional outcomes of patients.

Relationship Between Brain CT Scan Findings, Consciousness Levels, and Outcomes in Brain Trauma Patients: A Cross-Sectional Study

Background: Trauma is the fourth leading cause of mortality worldwide. The Glasgow Coma Scale (GCS) is a crucial tool for evaluating the consciousness levels of trauma patients, serving as a diagnostic instrument for assessing injury severity and the condition of brain trauma patients. Additionally, Computed Tomography (CT) Scans are the most practical and accurate imaging modality for diagnosing the types and locations of lesions in cases of brain trauma in the emergency department. The study was designed to explore the correlation between pathological findings in Brain CT scans and the consciousness levels of brain trauma patients, as assessed by the GCS. Methods: This cross-sectional descriptive-analytical study investigated 200 brain trauma patients admitted to the emergency department of Khatam Al-Anbia Hospital in Zahedan. Upon arrival, an emergency medicine specialist recorded the patients’ consciousness levels based on the GCS criteria. After performing a CT scan and determining the type and location of the lesion, a radiologist, emergency medicine, and neurosurgery specialists determined the continuation of the treatment process. Subsequently, patients requiring admission to the neurosurgery department or intensive care unit were monitored. The final patient status (deceased/survivor) was tracked at the end of the treatment period and added to the checklist. Following data coding and entry into the computer, descriptive statistics, including mean, standard deviation, and confidence intervals, were used for evaluation. Additionally, the Chi-square and independent t-tests, along with SPSS 22, were employed to examine the relationship between consciousness levels and CT scan results. Results: Three out of 200 patients were excluded from the study due to transfers to other medical facilities during treatment. The mean age of the remaining patients was 27.94 ± 11.25. Results showed that 67.5% of all patients survived, while 32.4% succumbed to injuries. The initial GCS score was 14-15 for 83 patients (42.1%), 9-13 for 69 patients (35%), and 3-8 for 45 patients (22.8%). Brain CT scans of trauma patients predominantly revealed subdural hematomas in 48 patients (24.3%). In the examination of the relationship between the mechanism of brain trauma and mortality, 75% of patients involved in falls and 65.5% in accidents survived, while all patients who experienced other causes of trauma survived. Ultimately, no significant difference was observed between the mechanism of brain trauma and patient mortality (p=0.318). Furthermore, all patients with a GCS score of 14-15 (100%), 85.6% with a GCS score of 9-13, and 35.5% with a GCS score of 3-8 survived. A significant relationship between initial consciousness levels and mortality rates in the emergency department was evident (p=0.001). Statistical analysis indicated that 66.7% of patients with subdural hematomas, 75% with epidural hematomas, 81% with cerebral contusions, 35.3% with intracerebral hemorrhages (ICH), and 92.3% with diffuse axonal injuries (DAI) ultimately survived, signifying a significant relationship between CT scan results and mortality rates (p=0.01). Moreover, the highest mortality rate was observed in patients with ICH, with a frequency of 64.7%. Conclusions: Simultaneously evaluating consciousness levels using the GCS, along with considering the type of pathology identified in CT scans of brain trauma patients admitted to the emergency department, significantly aids in determining patient mortality rates. Promptly initiating the patient’s treatment process can lead to reduced complications from brain trauma and, in some cases, decreased mortality.

Risk factors for neurosurgical intervention within 48 hours of admission for patients with mild traumatic brain injury and isolated subdural hematoma.

The objective was to identify demographic, clinical, and radiographic risk factors for neurosurgical intervention within 48 hours of admission in patients with mild traumatic brain injury and isolated subdural hematoma. The authors conducted a multicenter retrospective cohort study of all trauma patients admitted to 6 level I/II trauma centers who met the following criteria: admitted between January 1, 2016, and December 31, 2020, age ≥ 18 years, ICD-10 diagnosis code for isolated subdural hematoma, available initial head imaging, initial Glasgow Coma Scale score of 13-15, and arrival at the hospital within 48 hours of injury. Patients were excluded for skull fracture, non-subdural hematoma, and absence of neurosurgical consultation. The study outcome was neurosurgical intervention within 48 hours of hospital admission. Multivariable logistic regression with backward selection examined 30 demographic, clinical, and radiographic risk factors for neurosurgery. In total, 1333 patients were included, of whom 117 (8.8%) received a neurosurgical intervention. When only demographic and clinical variables were considered, sex, mechanism of injury, and hours from injury to initial head imaging were significant covariates (area under the receiver operating characteristic curve [AUROC] [95% CI] 0.70 [0.65-0.75]). When only radiographic risk factors were considered, only maximum hemorrhage thickness (in mm) and midline shift (in mm) were independent risk factors for the outcome (AUROC 0.95 [0.92-0.97]). When all demographic, clinical, and radiographic variables were considered together, advanced directive, Injury Severity Score, midline shift, and maximum hemorrhage thickness were identified as significant risk factors for neurosurgical intervention within 48 hours of hospital admission (AUROC 0.95 [0.94-0.97]). In the setting of mild traumatic brain injury with isolated subdural hematoma, radiographic risk factors were shown to be stronger than demographic and clinical variables in understanding future risk of neurosurgical intervention. These final radiographic risk factors should be considered in the creation of future prediction models and used to increase the efficiency of existing management guidelines.

Random forest-based prediction of intracranial hypertension in patients with traumatic brain injury

BackgroundTreatment and prevention of intracranial hypertension (IH) to minimize secondary brain injury are central to the neurocritical care management of traumatic brain injury (TBI). Predicting the onset of IH in advance allows for a more aggressive prophylactic treatment. This study aimed to develop random forest (RF) models for predicting IH events in TBI patients.MethodsWe analyzed prospectively collected data from patients admitted to the intensive care unit with invasive intracranial pressure (ICP) monitoring. Patients with persistent ICP > 22 mmHg in the early postoperative period (first 6 h) were excluded to focus on IH events that had not yet occurred. ICP-related data from the initial 6 h were used to extract linear (ICP, cerebral perfusion pressure, pressure reactivity index, and cerebrospinal fluid compensatory reserve index) and nonlinear features (complexity of ICP and cerebral perfusion pressure). IH was defined as ICP > 22 mmHg for > 5 min, and severe IH (SIH) as ICP > 22 mmHg for > 1 h during the subsequent ICP monitoring period. RF models were then developed using baseline characteristics (age, sex, and initial Glasgow Coma Scale score) along with linear and nonlinear features. Fivefold cross-validation was performed to avoid overfitting.ResultsThe study included 69 patients. Forty-three patients (62.3%) experienced an IH event, of whom 30 (43%) progressed to SIH. The median time to IH events was 9.83 h, and to SIH events, it was 11.22 h. The RF model showed acceptable performance in predicting IH with an area under the curve (AUC) of 0.76 and excellent performance in predicting SIH (AUC = 0.84). Cross-validation analysis confirmed the stability of the results.ConclusionsThe presented RF model can forecast subsequent IH events, particularly severe ones, in TBI patients using ICP data from the early postoperative period. It provides researchers and clinicians with a potentially predictive pathway and framework that could help triage patients requiring more intensive neurological treatment at an early stage.

Endoscopic Evacuation of Acute Subdural Hematomas: A New Selection Criterion.

Introduction Acute subdural hematomas (ASDHs) have a high mortality rate and unfavorable outcomes especially in the elderly population even after surgery is performed. The conventional recommended surgeries by the Brain Trauma Foundation in 2006 were craniotomies or craniectomies for ASDH. As the world population ages, and endoscopic techniques improve, endoscopic surgery should be utilized to improve the outcomes in elderly patients with ASDH. Materials and Methods This was a single-center retrospective report on our series of six patients that underwent endoscopic ASDH evacuation (EASE). Demographic data, the contralateral global cortical atrophy (GCA) score, evacuation rates, and outcomes were analyzed. Results All patients' symptoms and Glasgow Coma Scale improved or were similar after EASE with no complications. Good outcome was seen in 4 (66.7%) patients. Patients with poor outcome had initial low Glasgow Coma Scale scores on admission. The higher the contralateral GCA score, the higher the evacuation rate ( r = 0.825, p ≤ 0.043). All the patients had a GCA score of ≥7. Conclusion EASE is at least not inferior to craniotomy for the elderly population in terms of functional outcome for now. Using the contralateral GCA score may help identify suitable patients for this technique instead of just using a cut-off age as a criteria.

Survival and predictive factors of clinical outcome in patients with severe acquired brain injury.

Despite the many tools available to modern medicine, predicting the neurological and functional status of patients after severe brain injury remains difficult. This analysis evaluates the outcomes of patients with the most severe degree of cerebral function impairment. Retrospective cohort study. Patients hospitalized in the long-term Intensive Care Unit (ICU) department in the Military University Hospital in Prague between 2015-2022. We analyzed patients with severe acquired brain damage from five distinct etiologies whose initial Glasgow Coma Scale (GCS) score was eight or less upon admission to ICU due to neurological damage. Several parameters reflecting the patients' clinical status were evaluated. Overall survival after discharge from the ICU was calculated according to the Kaplan-Meier model with comparison between traumatic (TR) and non-traumatic (non-TR) etiologies. The analyzed cohort of 221 patients consisted of 116 patients of TR and 105 of non-TR etiology. There was no significant difference in overall survival between TR and non-TR groups. The length of hospitalization in the ICU was similar in both groups with a median of 94 days. The majority of patients had an improvement of GCS during the hospitalization with a median improvement of five points. GCS improvement occurred in the vast majority of patients regardless of TR or non-TR etiology. We did not observe a statistically significant difference in mortality or log-term neurological status between patients with severe brain injury of traumatic or non-traumatic etiology for the duration of our follow-up. The majority of patients had improved GCS, were successfully decannulated, but remained disabled with severe limitations of functional independence. The return of the patient to normal life is a rehabilitation challenge, regardless of the etiology of brain injury, and is extremely influenced by the level of development of neurorehabilitation programs in individual institutions, the severity of brain injury, and the individual motivation of the patient.

Clinical, radiological, and laboratory factors associated with mortality and functional outcomes in pediatric patients presenting with intracranial gunshot wounds.

Firearm injuries are now the leading cause of death in children and young adults younger than 25 years of age in the US. Current management of these injuries is extrapolated from adult blunt and penetrating traumatic brain injury guidelines. The objectives of this study were to investigate and analyze the clinical, radiological, and laboratory factors associated with mortality and functional outcomes in pediatric patients presenting with intracranial gunshot wounds (GSWs). Medical records were screened for all patients younger than 21 years of age with an intracranial GSW who presented to the University Medical Center in New Orleans, Louisiana, from 2012 to 2022. Demographics and radiological, clinical, and laboratory data were extracted, and chi-square and Fisher's exact tests were used to evaluate individual association with mortality and functional outcome. Odds ratios were calculated from the cross tabulations for categorical variables and univariate binary logistic regression models for continuous variables. Multivariate binary logistic regression was used to adjust for effects of covariates and isolate the contributions of predictor variables for mortality and functional outcome. Ninety-six patients (82 male, 14 female) had a median age of 18 (interquartile range [IQR] 15-20) years. The 30-day inpatient, 60-day, and 6-month mortality rates among these patients were 53.1%, 0%, and 2.4%, respectively. Those who died were more likely to have an initial Glasgow Coma Scale score ≤ 8 (p < 0.001), bilateral fixed pupils (p < 0.001), transventricular trajectory (p < 0.001), deep nuclear/third ventricle involvement (p = 0.004), bihemispheric trajectory (p = 0.025), injury to ≥ 3 lobes (p = 0.015), parietal lobe involvement (p = 0.023), base deficit < -5 mEq/L (p = 0.013), international normalized ratio (INR) > 1.5 (p = 0.007), and a St. Louis Scale (SLS) score ≥ 5 (p < 0.001). The survivors with favorable functional outcome were more likely to have lower median SLS scores (p = 0.016) and injury to < 3 lobes (p < 0.001). In a multivariate analysis, bilaterally fixed nonreactive pupils were positively associated with mortality and negatively associated with favorable functional outcome, whereas the Injury Severity Score (ISS) and injury to ≥ 3 lobes were negatively associated with favorable functional outcome only. This is one of the largest series of pediatric intracranial GSWs to date. The authors identified certain clinical (bilateral fixed pupils, SLS score ≥ 5, ISS > 16), laboratory (INR > 1.5, base deficit < -5 mEq/L), and radiological (transventricular trajectory, deep nuclear/third ventricle involvement, parietal lobe involvement) factors that were associated with death and poor functional outcome in this pediatric cohort.

Teamwork matters: The association between nontechnical skills and cardiac arrest in trauma patients presenting with hypotension

BackgroundThe impact of trauma team dynamics on outcomes in injured patients is not completely understood. We sought to evaluate the association between trauma team function, as measured by a modified Trauma Non-Technical Skills assessment, and cardiac arrest in hypotensive trauma patients. We hypothesized that better team function is associated with a decreased probability of developing cardiac arrest. MethodsTrauma video review was used to collect data from resuscitations of adult hypotensive trauma patients at 19 centers. Hypotension at emergency department presentation was defined as an initial systolic blood pressure <90 mm Hg or an initial systolic blood pressure ≥90 mm Hg followed by a systolic blood pressure <90 mm Hg within the first 5 minutes. Team dynamics were scored using a modified Trauma Non-Technical Skills assessment composed of 5 domains with combined scores ranging from 5 (best) to 15 (worst). Scores were compared between cardiac arrest/noncardiac arrest cases in the trauma bay. Logistic regression was used to evaluate the independent association between the Trauma Non-Technical Skills assessment and cardiac arrest. ResultsA total of 430 patients were included (median age 43 years [interquartile range: 29–61]; 71.8% male; 36% penetrating mechanism; median Injury Severity Score 20 [10–33]; 11% experienced cardiac arrest in trauma bay). The median total Trauma Non-Technical Skills assessment score was 7 (6–9), higher in patients who experienced cardiac arrest in the trauma bay (9 [6–10] vs 7 [6–9]; P = .016). This association persisted after controlling for age, sex, mechanism, injury severity, initial systolic blood pressure, and initial Glasgow Coma Scale score (adjusted odds ratio: 1.28; 95% confidence interval:1.11–1.48; P < .001), indicating a ∼3% higher predicted probability of cardiac arrest per Trauma Non-Technical Skills point. ConclusionBetter team function is independently associated with a decreased probability of cardiac arrest in trauma patients presenting with hypotension. This suggests that trauma team training may improve outcomes in peri-arrest patients.

Identification of Concussion Subtypes Based on Intrinsic Brain Activity

The identification of brain activity-based concussion subtypes at time of injury has the potential to advance the understanding of concussion pathophysiology and to optimize treatment planning and outcomes. To investigate the presence of intrinsic brain activity-based concussion subtypes, defined as distinct resting state quantitative electroencephalography (qEEG) profiles, at the time of injury. In this retrospective, multicenter (9 US universities and high schools and 4 US clinical sites) cohort study, participants aged 13 to 70 years with mild head injuries were included in longitudinal cohort studies from 2017 to 2022. Patients had a clinical diagnosis of concussion and were restrained from activity by site guidelines for more than 5 days, with an initial Glasgow Coma Scale score of 14 to 15. Participants were excluded for known neurological disease or history of traumatic brain injury within the last year. Patients were assessed with 2 minutes of artifact-free EEG acquired from frontal and frontotemporal regions within 120 hours of head injury. Data analysis was performed from July 2021 to June 2023. Quantitative features characterizing the EEG signal were extracted from a 1- to 2-minute artifact-free EEG data for each participant, within 120 hours of injury. Symptom inventories and days to return to activity were also acquired. From the 771 participants (mean [SD] age, 20.16 [5.75] years; 432 male [56.03%]), 600 were randomly selected for cluster analysis according to 471 qEEG features. Participants and features were simultaneously grouped into 5 disjoint subtypes by a bootstrapped coclustering algorithm with an overall agreement of 98.87% over 100 restarts. Subtypes were characterized by distinctive profiles of qEEG measure sets, including power, connectivity, and complexity, and were validated in the independent test set. Subtype membership showed a statistically significant association with time to return to activity. In this cohort study, distinct subtypes based on resting state qEEG activity were identified within the concussed population at the time of injury. The existence of such physiological subtypes supports different underlying pathophysiology and could aid in personalized prognosis and optimization of care path.

Abstract WP209: Functional Outcomes After Craniotomy or Endoscopic Procedure for Hematoma Evacuation in Patients of Intracerebral Hemorrhage Associated With Oral Anticoagulants

Background and Purpose: The role of surgical evacuation using craniotomy or endoscopic procedure in patients with intracerebral hemorrhage (ICH) associated with oral anticoagulants is not well described. We investigated the 6-month functional outcomes of patients with ICH associated with oral anticoagulants after hematoma evacuation using either craniotomy or endoscopic procedures. Methods: We analyzed data of consecutive ICH patients who underwent hematoma evacuation using either craniotomy or endoscopic procedures. We compared the outcomes between patients with ICH associated with oral anticoagulants to those with spontaneous ICH. We also compared the results between patients treated with craniotomy and those treated with endoscopic procedures. We performed multivariate analyses to assess the effect of ICH associated with oral anticoagulants on modified Rankin Scale (mRS) at 6 months, which was analyzed both as dichotomous and ordinal endpoints after adjusting for age, gender, initial GCS score, initial hematoma volume, and presence or absence of intraventricular hemorrhage. Results: Of the 148 ICH patients undergoing hematoma evacuation, 25 (17%) had ICH associated with oral anticoagulants. There were no statistically significant differences between the two groups in terms of age, gender, admission Glasgow Coma scale (GCS) score, admission National Institutes of Health Stroke Scale (NIHSS) score, peri and post-operative hematoma volume, presence of cardiovascular disease, hypertension, or dyslipidemia. There was no difference in the proportion of patients with mRS 0-2 at 6 months among patients with and without ICH related to oral anticoagulants (4/25 (16%) versus 27/123 (22%), p-value = 0.5). In the ordinal analysis, there was no significant association between ICH associated with oral anticoagulants and mRS grades (OR 1.62 (0.25, 9.65), p-value 0.598. Conclusion: Prior anticoagulation use is not associated with poor functional outcome (mRS 3-6) in patients with intracerebral hemorrhage, procedure use for hematoma evacuation (craniotomy or endoscopic) does not predict good functional outcome at 6 months.

Correlation between Time to Hyperbaric Oxygen Therapy and Delayed Neurological Sequelae in Acute Carbon Monoxide Poisoning Patients.

Carbon monoxide (CO) is one of the most common causes of intoxication. Delayed neurologic sequelae (DNS) have a major impact on prognosis of CO poisoning patients. Hyperbaric oxygen therapy (HBOT) is widely used to treat DNS. However, there is no consensus regarding the optimal timing of HBOT. This prospective study enrolled patients who visited the hospital from November 2019 to October 2022. The cutoff value for the latency to HBOT after CO exposure was determined, and the area under the receiver operating characteristic curve (AUC) was estimated. In total, 167 patients were divided into non-DNS and DNS groups. The initial Glasgow Coma Scale (GCS) score, CO exposure time, latency to HBOT after CO exposure, median length of hospital stay (p < 0.001) and creatine kinase (p = 0.016) showed significant differences. A GCS score ≤ 9 had an odds ratio (OR) of 5.059 (95% confidence interval [CI]: 1.602-15.976, p = 0.006), and latency to HBOT after CO exposure ≥ 200 min had an OR of 18.971 (95% CI: 4.310-83.508, p < 0.001). The AUC was 0.8235 (95% CI: 0.7504-0.8966). A GCS score ≤ 9 and latency to HBOT ≥ 200 min may be significant risk factors for DNS.

Predictors of extubation failure and prolonged mechanical ventilation among patients with intracerebral hemorrhage after surgery

BackgroundSpontaneous intracerebral hemorrhage (ICH) is a condition associated with high mortality and morbidity. Survivors may require prolonged intubation with mechanical ventilation (MV). The aim of this study was to analyze the predictors of extubation failure and prolonged MV in patients who undergo surgical evacuation.MethodsThis retrospective study was conducted on adult patients with ICH who underwent MV for at least 48 h and survived > 14 days after surgery. The demographics, clinical characteristics, laboratory tests, and Glasgow Coma Scale score were analyzed.ResultsA total of 134 patients with ICH were included in the study. The average age of the patients was 60.34 ± 15.59 years, and 79.9% (n = 107) were extubated after satisfying the weaning parameters. Extubation failure occurred in 11.2% (n = 12) and prolonged MV in 48.5% (n = 65) patients. Multivariable regression analysis revealed that a white blood cell count > 10,000/mm3 at the time of extubation was an independent predictor of reintubation. Meanwhile, age and initial Glasgow Coma Scale scores were predictors of prolonged MV.ConclusionsThis study provided the first comprehensive characterization and analysis of the predictors of extubation failure and prolonged MV in patients with ICH after surgery. Knowledge of potential predictors is essential to improve the strategies for early initiation of adequate treatment and prognosis assessment in the early stages of the disease.

Outcomes and physiologic responses associated with ketamine administration after traumatic brain injury in the United States and Canada: a retrospective analysis.

Ketamine has historically been contraindicated in traumatic brain injury (TBI) due to concern for raising intracranial pressure. However, it is increasingly being used in TBI due to the favorable respiratory and hemodynamic properties. To date, no studies have evaluated whether ketamine administered in subjects with TBI is associated with patient survival or disability. We performed a retrospective analysis of data from the multicenter Prehospital Tranexamic Acid Use for Traumatic Brain Injury trial, comparing ketamine-exposed and ketamine-unexposed TBI subjects to determine whether an association exists between ketamine administration and mortality, as well as secondary outcome measures. We analyzed 841 eligible subjects from the original study, of which 131 (15.5%) received ketamine. Ketamine-exposed subjects were younger (37.3±16.9 years vs. 42.0±18.6 years, P=0.037), had a worse initial Glasgow Coma Scale score (7±3 vs. 8±4, P=0.003), and were more likely to be intubated than ketamine-unexposed subjects (88.5% vs. 44.2%, P<0.001). Overall, there was no difference in mortality (12.2% vs. 15.5%, P=0.391) or disability measures between groups. Ketamine-exposed subjects had significantly fewer instances of elevated intracranial pressure (ICP) compared to ketamine-unexposed subjects (56.3% vs. 82.3%, P=0.048). In the very rare outcomes of cardiac events and seizure activity, seizure activity was statistically more likely in ketamine-exposed subjects (3.1% vs. 1.0%, P=0.010). In the intracranial hemorrhage subgroup, cardiac events were more likely in ketamine-exposed subjects (2.3% vs. 0.2%, P=0.025). Ketamine exposure was associated with a smaller increase in TBI protein biomarker concentrations. Ketamine administration was not associated with worse survival or disability despite being administered to more severely injured subjects. Ketamine exposure was associated with reduced elevations of ICP, more instances of seizure activity, and lower concentrations of TBI protein biomarkers.

The executive functions among patients with an initial Glasgow coma scale score of 15

Executive functions (EF) were the critical neuropsychological functions linked to long-term adaptation. Given the heterogeneous prognosis trajectories of mild traumatic brain jury (mTBI), the mildest TBI may not always be benign in the chronic stage. The present study explored the long-term EF in patients with chronic complicated mTBI and a Glasgow Coma Scale (GCS) score of 15. Fifty patients with complicated mTBI and GCS scores of 15 and 35 control participants were recruited in this study. Medical records were retrospectively analyzed, and neuropsychological assessments and subjective measures examined the neuropsychological functions. Compared with healthy controls, complicated mTBI patients with a GCS score of 15 performed significantly worse on most EF assessments, including longer reaction time (RT) and poor cognitive flexibility and abstract reasoning performances. Patients also reported more EF problems and lower quality of life (QoL) than healthy controls. Females and those with subdural hematoma (SDH) had significantly longer reaction times (RT) on executive attention tests. This study found that complicated mTBI with a GCS score of 15 had incomplete recovery of EF, even in the chronic stage. We suggest that early neuropsychological assessment and rehabilitation should be arranged for such patients.

Is neutrophil-to-lymphocyte ratio a prognostic marker for traumatic brain injury in the pediatric population?

The neutrophil-to-lymphocyte ratio (NLR) is used for the prognosis of diseases characterized by inflammatory processes. This study aims to discuss the long-term outcomes and NLR in pediatric traumatic brain injury cases. This study investigated traumatic brain injury patients younger than 18 years. Patients were grouped into 5 groups according to their Glasgow outcome scores (GOS). Initial admission Glasgow coma scale (GCS) values, neurological examinations, pupil conditions, cardiopulmonary resuscitation (CPR) administration, and seizure occurrence were recorded. Neutrophil counts and lymphocyte counts, derived from complete blood count (CBC) values taken during the patient's first 8 hours of admission, were used to calculate the NLR value. A total of 150 patients, 54 (36%) females and 96 (64%) males, were assessed in the study. The most frequent accident type was falling from a height [84 patients (56%)]. The GCS, CPR, pupillary reflex, anisocoria, surgical procedure, and neutrophil counts were significantly different between the GOS scores. There was no statistically significant difference between the GOS and the NLR (p=0.400). There was a significant difference in NLR value according to CPR, seizures, and brain injury type (p<0.05). NLR values are not correlated with 1-year outcome scores in pediatric traumatic brain injury patients, unlike proven parameters such as initial GCS scores and neurological status.

Critical Emergency Department Interventions and Clinical Deterioration in Children With Nonsevere Traumatic Intracranial Hemorrhage.

Substantial practice variation exists in the management of children with nonsevere traumatic intracranial hemorrhage (tICH). A comprehensive understanding of rates and timing of clinically important tICH, including critical interventions and deterioration, along with associated clinical and neuroradiographic characteristics, will inform accurate risk stratification. We conducted a single-center retrospective cohort study of children aged younger than 18 years evaluated in the emergency department (ED) from May 1, 2014 to February 28, 2020 with tICH and initial Glasgow Coma Scale (GCS) score of higher than 8. We determined rates of clinically important tICH after injury and within 96 hours of ED arrival, defined as immediate ED interventions (intubation, hyperosmotic agents, or neurosurgery within 4 hours of arrival) or clinically important deterioration (signs/symptoms with change in management). Associations between outcome and clinical and neuroradiographic characteristics were calculated using individual logistic regression models. Our sample included 135 children. Clinically important tICH was observed in 13.3% (n = 18); 9 (6.7%) underwent immediate ED interventions and 9 (6.7%) developed deterioration. Most (93.3%, n = 127) presented with an initial GCS ≥ 14, including all children who later deteriorated. Initial GCS ( P = 0.001) and nonaccidental trauma ( P = 0.024) mechanism were associated with the outcome. None of the 71 (52.6%) children with initial GCS ≥ 14, isolated, nonepidural hemorrhage after accidental injury developed clinically important tICH. Clinically important tICH occurred in 13% of children with nonsevere tICH, and 7% of children who did not undergo immediate ED interventions later deteriorated, all of whom had an initial GCS ≥ 14. However, a subgroup of children was identified as low risk based on clinical and neuroradiographic characteristics.