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Breakthrough seizures-Further analysis of the Standard versus New Antiepileptic Drugs (SANAD) study
- Source :
- PLoS ONE, Vol 12, Iss 12, p e0190035 (2017), PLoS ONE, PLoS One
- Publication Year :
- 2017
- Publisher :
- Public Library of Science (PLoS), 2017.
-
Abstract
- ObjectivesTo develop prognostic models for risk of a breakthrough seizure, risk of seizure recurrence after a breakthrough seizure, and likelihood of achieving 12-month remission following a breakthrough seizure. A breakthrough seizure is one that occurs following at least 12 months remission whilst on treatment.MethodsWe analysed data from the SANAD study. This long-term randomised trial compared treatments for participants with newly diagnosed epilepsy. Multivariable Cox models investigated how clinical factors affect the probability of each outcome. Best fitting multivariable models were produced with variable reduction by Akaike's Information Criterion. Risks associated with combinations of risk factors were calculated from each multivariable model.ResultsSignificant factors in the multivariable model for risk of a breakthrough seizure following 12-month remission were number of tonic-clonic seizures by achievement of 12-month remission, time taken to achieve 12-month remission, and neurological insult. Significant factors in the model for risk of seizure recurrence following a breakthrough seizure were total number of drugs attempted to achieve 12-month remission, time to achieve 12-month remission prior to breakthrough seizure, and breakthrough seizure treatment decision. Significant factors in the model for likelihood of achieving 12-month remission after a breakthrough seizure were gender, age at breakthrough seizure, time to achieve 12-month remission prior to breakthrough, and breakthrough seizure treatment decision.ConclusionsThis is the first analysis to consider risk of a breakthrough seizure and subsequent outcomes. The described models can be used to identify people most likely to have a breakthrough seizure, a seizure recurrence following a breakthrough seizure, and to achieve 12-month remission following a breakthrough seizure. The results suggest that focussing on achieving 12-month remission swiftly represents the best therapeutic aim to reduce the risk of a breakthrough seizure and subsequent negative outcomes. This will aid individual patient risk stratification and the design of future epilepsy trials.
- Subjects :
- Male
Pediatrics
Multivariate analysis
Physiology
Newly diagnosed epilepsy
law.invention
Epilepsy
0302 clinical medicine
fluids and secretions
Randomized controlled trial
Risk Factors
law
Medicine and Health Sciences
Medicine
Myoclonic Seizures
030212 general & internal medicine
Clinical Neurophysiology
Brain Mapping
Multidisciplinary
Pharmaceutics
Remission Induction
virus diseases
Electroencephalography
Prognosis
Electrophysiology
Polytherapy Drug Treatment
Bioassays and Physiological Analysis
Neurology
Brain Electrophysiology
Anticonvulsants
Female
Research Article
medicine.medical_specialty
endocrine system
Best fitting
Imaging Techniques
Science
Neurophysiology
Neuroimaging
Research and Analysis Methods
complex mixtures
03 medical and health sciences
Pharmacotherapy
Drug Therapy
Seizures
parasitic diseases
Humans
Tonic-Clonic Seizures
Prognostic models
business.industry
Proportional hazards model
Clonic Seizures
Electrophysiological Techniques
Biology and Life Sciences
Epileptic Seizures
medicine.disease
Multivariate Analysis
Clinical Medicine
business
030217 neurology & neurosurgery
Neuroscience
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 12
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....7acfc1e294725123d9ae7571c059abe7