ArticleEpilepsy research2019
Harmonization of pipeline for detection of HFOs in a rat model of post-traumatic epilepsy in preclinical multicenter study on post-traumatic epileptogenesis.
Article in Epilepsy research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 26 citations in OpenAlex.
- Tau pathology in epilepsy: emerging mechanisms and translational opportunities.Brain : a journal of neurology · 2026Review
- Standardization of preclinical methodologies for discovery and validation of circulating microRNA biomarkers for post-traumatic epileptogenesis - Lessons learned from the EpiBioS4Rx Project 1.Epilepsy research · 2025Article
- PyHFO 2.0: an open-source platform for deep learning-based clinical high-frequency oscillations analysis.Journal of neural engineering · 2025Article
- Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges.Epilepsia open · 2025Review
- Advances and challenges in experimental models of posttraumatic epilepsy for therapeutic interventions.Pharmacological reviews · 2025Review
- AI-based localization of the epileptogenic zone using intracranial EEG.Epilepsia open · 2025Review
- PyHFO: lightweight deep learning-powered end-to-end high-frequency oscillations analysis application.Journal of neural engineering · 2024Article
- Article
- Networks through the lens of high-frequency oscillations.Frontiers in network physiology · 2024Review
- Article
- Successful harmonization in EpiBioS4Rx biomarker study on post-traumatic epilepsy paves the way towards powered preclinical multicenter studies.Epilepsy research · 2024Article
- Disease-modifying effects of sodium selenate in a model of drug-resistant, temporal lobe epilepsy.eLife · 2023Article
- MRI-Guided Electrode Implantation for Chronic Intracerebral Recordings in a Rat Model of Post-Traumatic Epilepsy-Challenges and Gains.Biomedicines · 2022Article
- High-Frequency Oscillations and Epileptogenic Network.Current neuropharmacology · 2022Article
- A Translational Study on Acute Traumatic Brain Injury: High Incidence of Epileptiform Activity on Human and Rat Electrocorticograms and Histological Correlates in Rats.Brain sciences · 2020Article
- Preface - Practical and theoretical considerations for performing a multi-center preclinical biomarker discovery study of post-traumatic epileptogenesis: lessons learned from the EpiBioS4Rx consortium.Epilepsy research · 2019Review
- Harmonization of lateral fluid-percussion injury model production and post-injury monitoring in a preclinical multicenter biomarker discovery study on post-traumatic epileptogenesis.Epilepsy research · 2019Article
- Informatics tools to assess the success of procedural harmonization in preclinical multicenter biomarker discovery study on post-traumatic epileptogenesis.Epilepsy research · 2019Article
- Bone Health in Rats With Temporal Lobe Epilepsy in the Absence of Anti-Epileptic Drugs.Frontiers in pharmacology · 2019Article
- HFO to Measure Seizure Propensity and Improve Prognostication in Patients With Epilepsy.Epilepsy currentsArticle
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Authors and funding
19 authors at 3 institutions in 3 countries.
Funding
Abstract
Studies of chronic epilepsy show pathological high frequency oscillations (HFOs) are associated with brain areas capable of generating epileptic seizures. Only a few of these studies have focused on HFOs during the development of epilepsy, but results suggest pathological HFOs could be a biomarker of epileptogenesis. The Epilepsy Bioinformatics Study for Antiepileptogenic Therapy" (EpiBioS4Rx) is a multi-center project designed to identify biomarkers of epileptogenesis after a traumatic brain injury (TBI) and evaluate treatments that could modify or prevent the development of post-traumatic epilepsy. One goal of the EpiBioS4Rx project is to assess whether HFOs could be a biomarker of post-traumatic epileptogenesis. The current study describes the work towards this goal, including the development of common surgical procedures and EEG protocols, an interim analysis of the EEG for HFOs, and identifying issues that need to be addressed for a robust biomarker analysis. At three participating sites - University of Eastern Finland (UEF), Monash University in Melbourne (Melbourne) and University of California, Los Angeles (UCLA) - TBI was induced in adult male Sprague-Dawley rats by lateral fluid-percussion injury. After injury and in sham-operated controls, rats were implanted with screw and microwire electrodes positioned in neocortex and hippocampus to record EEG. A separate group of rats had serial magnetic resonance imaging after injury and then implanted with electrodes at 6 months. Recordings 28 days post-injury were available from UEF and UCLA, but not Melbourne due to technical issues with their EEG files. Analysis of recordings from 4 rats - UEF and UCLA each had one TBI and one sham-operated control - showed EEG contained evidence of HFOs. Computer-automated algorithms detected a total of 1,819 putative HFOs and of these only 40 events (2%) were detected by all three sites. Manual review of all events verified 130 events as HFO and the remainder as false positives. Review of the 40 events detected by all three sites was associated with 88% agreement. This initial report from the EpiBioS4Rx Consortium demonstrates the standardization of EEG electrode placements, recording protocol and long-term EEG monitoring, and differences in detection algorithm HFO results between sites. Additional work on detection strategy, detection algorithm performance, and training in HFO review will be performed to establish a robust, preclinical evaluation of HFOs as a biomarker of post-traumatic epileptogenesis.
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