Literature DB >> 24111898

Modeling seizure self-prediction: an e-diary study.

Sheryl R Haut1, Charles B Hall, Thomas Borkowski, Howard Tennen, Richard B Lipton.   

Abstract

PURPOSE: A subset of patients with epilepsy successfully self-predicted seizures in a paper diary study. We conducted an e-diary study to ensure that prediction precedes seizures, and to characterize the prodromal features and time windows that underlie self-prediction.
METHODS: Subjects 18 or older with localization-related epilepsy (LRE) and ≥3 seizures per month maintained an e-diary, reporting a.m./p.m. data daily, including mood, premonitory symptoms, and all seizures. Self-prediction was rated by, "How likely are you to experience a seizure (time frame)?" Five choices ranged from almost certain (>95% chance) to very unlikely. Relative odds of seizure (odds ratio, OR) within time frames was examined using Poisson models with log normal random effects to adjust for multiple observations. KEY
FINDINGS: Nineteen subjects reported 244 eligible seizures. OR for prediction choices within 6 h was as high as 9.31 (CI 1.92-45.23) for "almost certain." Prediction was most robust within 6 h of diary entry, and remained significant up to 12 h. For nine best predictors, average sensitivity was 50%. Older age contributed to successful self-prediction, and self-prediction appeared to be driven by mood and premonitory symptoms. In multivariate modeling of seizure occurrence, self-prediction (2.84; CI 1.68-4.81), favorable change in mood (0.82; CI 0.67-0.99), and number of premonitory symptoms (1.11; CI 1.00-1.24) were significant. SIGNIFICANCE: Some persons with epilepsy can self-predict seizures. In these individuals, the odds of a seizure following a positive prediction are high. Predictions were robust, not attributable to recall bias, and were related to self-awareness of mood and premonitory features. The 6-h prediction window is suitable for the development of preemptive therapy. Wiley Periodicals, Inc.
© 2013 International League Against Epilepsy.

Entities:  

Keywords:  Electronic diary; Localization-related epilepsy; Premonitory symptoms; Seizure diary; Seizure precipitants; Seizure prediction; Self-prediction

Mesh:

Year:  2013        PMID: 24111898      PMCID: PMC3833277          DOI: 10.1111/epi.12355

Source DB:  PubMed          Journal:  Epilepsia        ISSN: 0013-9580            Impact factor:   5.864


  26 in total

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2.  Seizure anticipation: are neurophenomenological approaches able to detect preictal symptoms?

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Journal:  Epilepsy Behav       Date:  2006-07-24       Impact factor: 2.937

3.  Epilepsy: accuracy of patient seizure counts.

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4.  Behavioral intervention as an add-on therapy in epilepsy: designing a clinical trial.

Authors:  Emily L Polak; Michael D Privitera; Richard B Lipton; Sheryl R Haut
Journal:  Epilepsy Behav       Date:  2012-11-13       Impact factor: 2.937

5.  Coping with the uncertainty of uncontrolled epilepsy.

Authors:  J Murray
Journal:  Seizure       Date:  1993-09       Impact factor: 3.184

6.  Prodromal symptoms in epileptic patients: clinical characterization of the pre-ictal phase.

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7.  Self-perception of seizure precipitants and their relation to anxiety level, depression, and health locus of control in epilepsy.

Authors:  Michael R Sperling; Courtney A Schilling; David Glosser; Joseph I Tracy; Ali A Asadi-Pooya
Journal:  Seizure       Date:  2007-10-31       Impact factor: 3.184

8.  Triggers and techniques in termination of partial seizures.

Authors:  Jenna Dionisio; William O Tatum
Journal:  Epilepsy Behav       Date:  2010-01-08       Impact factor: 2.937

9.  Premonitory symptoms in migraine: an electronic diary study.

Authors:  N J Giffin; L Ruggiero; R B Lipton; S D Silberstein; J F Tvedskov; J Olesen; J Altman; P J Goadsby; A Macrae
Journal:  Neurology       Date:  2003-03-25       Impact factor: 9.910

10.  Hungarian multicentre epidemiologic study of the warning and initial symptoms (prodrome, aura) of epileptic seizures.

Authors:  P Rajna; B Clemens; E Csibri; E Dobos; A Geregely; M Gottschal; I György; A Horváth; F Horváth; L Mezöfi; I Velkey; J Veres; E Wagner
Journal:  Seizure       Date:  1997-10       Impact factor: 3.184

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  10 in total

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Journal:  Epilepsy Curr       Date:  2013-11       Impact factor: 7.500

2.  Invasive Electrophysiology for Circuit Discovery and Study of Comorbid Psychiatric Disorders in Patients With Epilepsy: Challenges, Opportunities, and Novel Technologies.

Authors:  Irena Balzekas; Vladimir Sladky; Petr Nejedly; Benjamin H Brinkmann; Daniel Crepeau; Filip Mivalt; Nicholas M Gregg; Tal Pal Attia; Victoria S Marks; Lydia Wheeler; Tori E Riccelli; Jeffrey P Staab; Brian Nils Lundstrom; Kai J Miller; Jamie Van Gompel; Vaclav Kremen; Paul E Croarkin; Gregory A Worrell
Journal:  Front Hum Neurosci       Date:  2021-07-26       Impact factor: 3.473

3.  Patients optimizing epilepsy management via an online community: the POEM Study.

Authors:  John D Hixson; Deborah Barnes; Karen Parko; Tracy Durgin; Stephanie Van Bebber; Arianne Graham; Paul Wicks
Journal:  Neurology       Date:  2015-06-17       Impact factor: 9.910

4.  Seizure Forecasting from Idea to Reality. Outcomes of the My Seizure Gauge Epilepsy Innovation Institute Workshop.

Authors:  Sonya B Dumanis; Jaqueline A French; Christophe Bernard; Gregory A Worrell; Brandy E Fureman
Journal:  eNeuro       Date:  2017-12-27

5.  Treatment diary for botulinum toxin spasticity treatment: a pilot study.

Authors:  Bo Biering-Sørensen; Helle K Iversen; Inge M S Frederiksen; Jeanet R Vilhelmsen; Fin Biering-Sørensen
Journal:  Int J Rehabil Res       Date:  2017-06       Impact factor: 1.479

6.  Clinic-Based Mobile Health Decision Support to Enhance Adult Epilepsy Self-Management: An Intervention Mapping Approach.

Authors:  Ross Shegog; Charles E Begley
Journal:  Front Public Health       Date:  2017-10-03

7.  Remote and Long-Term Self-Monitoring of Electroencephalographic and Noninvasive Measurable Variables at Home in Patients With Epilepsy (EEG@HOME): Protocol for an Observational Study.

Authors:  Andrea Biondi; Petroula Laiou; Elisa Bruno; Pedro F Viana; Martijn Schreuder; William Hart; Ewan Nurse; Deb K Pal; Mark P Richardson
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8.  A Patient Perspective on Seizure Detection and Forecasting.

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Review 9.  Current norms and practices in using a seizure diary for managing epilepsy: A scoping review.

Authors:  Chika K Egenasi; Anandan A Moodley; Wilhelm J Steinberg; Anthonio O Adefuye
Journal:  S Afr Fam Pract (2004)       Date:  2022-09-22

Review 10.  Seizure Diaries and Forecasting With Wearables: Epilepsy Monitoring Outside the Clinic.

Authors:  Benjamin H Brinkmann; Philippa J Karoly; Ewan S Nurse; Sonya B Dumanis; Mona Nasseri; Pedro F Viana; Andreas Schulze-Bonhage; Dean R Freestone; Greg Worrell; Mark P Richardson; Mark J Cook
Journal:  Front Neurol       Date:  2021-07-13       Impact factor: 4.003

  10 in total

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