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Donahue MA, Akram H, Brooks JD, Modi AC, Veach J, Kukla A, Benard SW, Herman ST, Farrell K, Ficker DM, Zafar SF, Trescher WH, Sirsi D, Phillips DJ, Pellinen J, Buchhalter J, Moura L, Fureman BE. Barriers to Medication Adherence in People Living With Epilepsy. Neurol Clin Pract 2025; 15:e200403. [PMID: 39610394 PMCID: PMC11604104 DOI: 10.1212/cpj.0000000000200403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 09/17/2024] [Indexed: 11/30/2024]
Abstract
Background and Objectives Epilepsy affects approximately 1.2% of the US population, resulting in 3.4 million Americans with active epilepsy. Antiseizure medication (ASM) is considered the mainstay of treatment, effective for two-thirds of people with epilepsy (PWE), while at least one-third experience drug-resistant epilepsy. A significant percentage of PWE who are treated with ASMs report nonadherence to this type of medication, leading to potentially preventable seizures and the potential for being inappropriately classified as having drug-resistant epilepsy. Ongoing seizures are associated with increased morbidity, mortality, and health care costs, among other consequences. Recognizing when PWE struggle with ASM adherence is essential for creating effective interventions and prevention strategies to improve patient outcomes. Methods As part of the Epilepsy Learning Healthcare System Registry, we collected data from 2020 through 2023 from 4,917 individuals seen at 8 epilepsy clinics in the United States. In this cross-sectional study, we used logistic regression analysis to examine the relationship between patient-reported seizure control (or provider-reported seizure control for some sites) and endorsed barriers to medication adherence. In addition, we explored potential associations with demographic variables such as sex, race, and ethnicity. The data analysis was conducted using R version 2023.06.1 + 524. Results Overall, 18.4% (893/4,848) reported adherence barriers and 37.7% (1,447/3,834) reported seizure control, defined as no seizures for the preceding 12 months or longer. The most prevalent barriers were forgetting to take ASMs (48.2%), experiencing ASM side effects (29.2%), and feeling as if the ASMs were not helping in controlling seizures (21.3%). The PWE who reported adherence barriers had 0.6 lower odds of having seizure control compared with those who did not report barriers (95% CI 0.4-0.7) and 0.6 lower odds of having seizure control after adjusting for race, ethnicity, and sex (95% CI 0.5-0.7). Discussion We observed significant barriers to medication adherence and inadequate seizure control among adult PWE across 8 centers in the United States. This study suggests that PWE might benefit from standardized screening for adherence barriers with behavioral strategies to address these barriers offered during clinical encounters to personalize care.
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Affiliation(s)
- Maria Andrea Donahue
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Hammad Akram
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Julianne D Brooks
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Avani C Modi
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jessica Veach
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Alison Kukla
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Shawna W Benard
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Susan T Herman
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kathleen Farrell
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - David M Ficker
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Sahar F Zafar
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - William H Trescher
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Deepa Sirsi
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Donald J Phillips
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jacob Pellinen
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jeffrey Buchhalter
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lidia Moura
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Brandy E Fureman
- Department of Neurology (MAD, HA, JDB, SFZ, LM), Massachusetts General Hospital, Harvard Medical School, Boston, MA; Behavioral Medicine and Clinical Psychology (ACM), Cincinnati Children's Hospital Medical Center; University of Cincinnati-College of Medicine (ACM), Cincinnati, OH; Epilepsy Foundation (JV, AK, KF, BEF), Bowie, MD; Department of Neurology (SWB), Keck Medicine of University of Southern California, Los Angeles, CA; Department of Neurology (STH), Barrow Neurological Institute, Phoenix, AZ; Department of Neurology (DMF), UC Gardner Neuroscience Institute, Cincinnati, OH; Neurology Department (WHT), Penn State Health Children's, Hershey, PA; Neurology Department (DS), UT Southwestern Medical Center Children's Health, Dallas, TX; CHOC Neuroscience Center (DJP), Children's Hospital of Orange County, Orange, CA; Department of Neurology (JP), University of Colorado School of Medicine, Denver, CO; and Department of Pediatrics (JB), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Pattnaik AR, Ghosn NJ, Ong IZ, Revell AY, Ojemann WKS, Scheid BH, Georgostathi G, Bernabei JM, Conrad EC, Sinha SR, Davis KA, Sinha N, Litt B. The seizure severity score: a quantitative tool for comparing seizures and their response to therapy. J Neural Eng 2023; 20:10.1088/1741-2552/aceca1. [PMID: 37531949 PMCID: PMC11250994 DOI: 10.1088/1741-2552/aceca1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 08/01/2023] [Indexed: 08/04/2023]
Abstract
Objective.Epilepsy is a neurological disorder characterized by recurrent seizures which vary widely in severity, from clinically silent to prolonged convulsions. Measuring severity is crucial for guiding therapy, particularly when complete control is not possible. Seizure diaries, the current standard for guiding therapy, are insensitive to the duration of events or the propagation of seizure activity across the brain. We present a quantitative seizure severity score that incorporates electroencephalography (EEG) and clinical data and demonstrate how it can guide epilepsy therapies.Approach.We collected intracranial EEG and clinical semiology data from 54 epilepsy patients who had 256 seizures during invasive, in-hospital presurgical evaluation. We applied an absolute slope algorithm to EEG recordings to identify seizing channels. From this data, we developed a seizure severity score that combines seizure duration, spread, and semiology using non-negative matrix factorization. For validation, we assessed its correlation with independent measures of epilepsy burden: seizure types, epilepsy duration, a pharmacokinetic model of medication load, and response to epilepsy surgery. We investigated the association between the seizure severity score and preictal network features.Main results.The seizure severity score augmented clinical classification by objectively delineating seizure duration and spread from recordings in available electrodes. Lower preictal medication loads were associated with higher seizure severity scores (p= 0.018, 97.5% confidence interval = [-1.242, -0.116]) and lower pre-surgical severity was associated with better surgical outcome (p= 0.042). In 85% of patients with multiple seizure types, greater preictal change from baseline was associated with higher severity.Significance.We present a quantitative measure of seizure severity that includes EEG and clinical features, validated on gold standard in-patient recordings. We provide a framework for extending our tool's utility to ambulatory EEG devices, for linking it to seizure semiology measured by wearable sensors, and as a tool to advance data-driven epilepsy care.
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Affiliation(s)
- Akash R Pattnaik
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Nina J Ghosn
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Ian Z Ong
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Andrew Y Revell
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - William K S Ojemann
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Brittany H Scheid
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Georgia Georgostathi
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - John M Bernabei
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Erin C Conrad
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Saurabh R Sinha
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Kathryn A Davis
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Nishant Sinha
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- These authors contributed equally to this work
| | - Brian Litt
- Department of Bioengineering, School of Engineering & Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America
- These authors contributed equally to this work
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