Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Neurol.

Sec. Neurotrauma

Volume 16 - 2025 | doi: 10.3389/fneur.2025.1609733

Two-Year Longitudinal and Prospective Electroencephalographic Follow-up in Patients with TBI: Can Early EEG and CT Findings Predict Post-Traumatic Epilepsy?

Provisionally accepted
João Paulo  João Paulo Santiago de OliveiraJoão Paulo João Paulo Santiago de Oliveira1Viviam  Sanabria CalvoViviam Sanabria Calvo2Carla  BaiseCarla Baise1Rafael  PS ValerianoRafael PS Valeriano1Gustavo  Mercenas SantosGustavo Mercenas Santos1Natália  Mata LongoNatália Mata Longo1Joaquina  CQF AndradeJoaquina CQF Andrade1Gesael  Passos Ferreira JuniorGesael Passos Ferreira Junior1Carlos Andre  OshiroCarlos Andre Oshiro1Claudia  Costa LeiteClaudia Costa Leite1Maira  Licia ForestiMaira Licia Foresti2,3Luiz  E MelloLuiz E Mello2,3*Eliana  GarzonEliana Garzon1
  • 1Hospital das Clinicas da FMUSP, SAO PAULO, Brazil
  • 2Federal University of São Paulo, São Paulo, São Paulo, Brazil
  • 3D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Rio de Janeiro, Brazil

The final, formatted version of the article will be published soon.

Traumatic brain injury (TBI), caused by external force to the head, leads to anatomical or functional damage to cranial structures. It's a leading cause of morbidity and mortality in adults worldwide, with substantial economic burden. Post-traumatic epilepsy (PTE) is a significant complication of TBI, posing immense challenges to rehabilitation and exacerbating socioeconomic burdens. The incidence of PTE varies widely, underscoring the need for early detection and treatment. Objective: Through prospective electroencephalography (EEG) evaluations over a two-year period, our study aims to identify electrographic patterns indicative of PTE development, offering crucial insights for timely intervention and improved patient outcomes. Methods: Seventy-three adult participants with acute TBI, admitted to a reference hospital in Brazil between 2018-2020, were recruited based on eligibility criteria. EEG evaluations monitored seizure occurrence with follow-ups for up to 24 months post-TBI, though these were disrupted by the COVID-19 pandemic. Analyses included established EEG protocols, examining factors such as background activity and epileptiform paroxysms. Relative risk (RR), multiple correspondence analysis (MCA), logistic regression, and Generalized Estimating Equations (GEE) were employed to predict variables associated with PTE development. Results: Both PTE and NO-PTE (no post-traumatic epilepsy) patients showed improving background activity over two years. EEG recordings revealed that injuries in the temporal and temporo-parieto-occipital region, diffuse theta waves and abnormal bilateral sleep elements, and epileptiform paroxysms indicated a higher risk of PTE development. Additionally, multiple lesions were also associated with PTE. Conclusion: This comprehensive approach provides valuable insights for clinical management and sheds light on the complex interplay of factors influencing TBI outcomes.

Keywords: Traumatic brain injury, Post-traumatic Epilepsy, seizure, Electroencephalography, EEG, Biomarker TBI: traumatic brain injury, PTE: post-traumatic epilepsy, EEG: electroencephalogram, GCS: Glasgow Coma Scale, CT: Computed Tomography

Received: 13 Apr 2025; Accepted: 10 Jul 2025.

Copyright: © 2025 Oliveira, Sanabria Calvo, Baise, Valeriano, Santos, Longo, Andrade, Ferreira Junior, Oshiro, Leite, Foresti, Mello and Garzon. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Luiz E Mello, D'Or Institute for Research and Education (IDOR), Rio de Janeiro, 22281-100, Rio de Janeiro, Brazil

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.