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Published on: June 21, 2019
Risk Stratification for Early Seizures after Traumatic Brain Injury: A Clinical Scoring Model for Prediction and
Hidetaka Onda1,2, Mizuki Kojima1, Nodoka Miyake2
1Department of Disaster and Emergency Medicine, Kochi University, Kochi, Japan.
Insights
Early seizures after traumatic brain injury (TBI) are common. A new scoring model using heart rate, creatinine, and subdural hematoma predicts these seizures, aiding early intervention in TBI patients.
Area of Science:
- Neuroscience
- Critical Care Medicine
- Neurology
Background:
- Early seizures post-traumatic brain injury (TBI) worsen outcomes and mortality.
- Prophylactic antiepileptic drugs (AEDs) have limited efficacy in preventing these seizures.
- Identifying risk factors is crucial for managing TBI patients.
Purpose of the Study:
- To identify risk factors for early seizures in TBI patients on levetiracetam.
- To develop a clinical scoring model for stratifying seizure risk.
- To improve neurocritical care management for TBI patients.
Main Methods:
- Retrospective study of 147 severe TBI patients receiving prophylactic levetiracetam.
- Multivariate logistic regression to identify independent risk factors.
- Development and validation of a clinical risk scoring model.
Main Results:
- Early seizures occurred in 25 patients (17%).
- Independent risk factors identified: elevated heart rate, creatinine, and acute subdural hematoma.
- The risk scoring model showed high predictive accuracy (AUC 0.828).
Conclusions:
- A novel risk score integrating heart rate, creatinine, and acute subdural hematoma predicts early seizures in TBI.
- This model allows for rapid risk stratification upon admission.
- The score may guide targeted neurocritical management and EEG monitoring.
Abstract:
Early seizures within 1 week after traumatic brain injury (TBI) are classified as acute symptomatic seizures, which can worsen secondary brain injury, leading to poor neurological outcomes and increased mortality. Despite prophylactic antiepileptic drug (AED) use, early seizures remain prevalent, particularly in severe cases. This study aims to identify risk factors for early seizures in patients with TBI receiving prophylactic levetiracetam monotherapy and to develop a clinical scoring model for risk stratification. This study was conducted at an emergency medical center in Japan (2018-2022). In total, 168 patients with TBI were screened, and 147 severe cases met eligibility criteria. Exclusion criteria included age under 18, prehospital cardiac arrest, prior AED use, pregnancy, and alcohol dependency. All patients received prophylactic levetiracetam, with dosage and duration determined by neurocritical care physicians. The primary outcome was early seizures and associated risk factors. Secondary outcomes included hospital stay, functional outcomes, and in-hospital mortality. Multivariate logistic regression identified independent risk factors, and a clinical risk scoring model was developed. Early seizures occurred in 25 of the 147 patients. Multivariate analysis identified heart rate (odds ratio [OR]: 1.048, p < 0.001), creatinine level (OR: 1.535, p = 0.026), and acute subdural hematoma (OR: 5.861, p = 0.027) as independent risk factors. A clinical risk scoring model incorporating these variables demonstrated high predictive accuracy (area under the receiver operating characteristic curve: 0.828, 95% confidence interval: 0.725-0.931). Patients scoring >4.5 underwent electroencephalographic monitoring. This study presents a novel risk scoring model integrating heart rate, creatinine, and acute subdural hematoma to predict early seizures in patients with TBI despite prophylactic levetiracetam use. The model enables rapid risk stratification upon admission and may guide targeted neurocritical management.
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