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Identifying psychogenic seizures through comorbidities and medication history
- Source :
- Epilepsia, vol 58, iss 11
- Publication Year :
- 2017
- Publisher :
- eScholarship, University of California, 2017.
-
Abstract
- SummaryObjective Low-cost evidence-based tools are needed to facilitate the early identification of patients with possible psychogenic nonepileptic seizures (PNES). Prior to accurate diagnosis, patients with PNES do not receive interventions that address the cause of their seizures and therefore incur high medical costs and disability due to an uncontrolled seizure disorder. Both seizures and comorbidities may contribute to this high cost. Methods Based on data from 1,365 adult patients with video-electroencephalography–confirmed diagnoses from a single center, we used logistic and Poisson regression to compare the total number of comorbidities, number of medications, and presence of specific comorbidities in five mutually exclusive groups of diagnoses: epileptic seizures (ES) only, PNES only, mixed PNES and ES, physiologic nonepileptic seizurelike events, and inconclusive monitoring. To determine the diagnostic utility of comorbid diagnoses and medication history to differentiate PNES only from ES only, we used multivariate logistic regression, controlling for sex and age, trained using a retrospective database and validated using a prospective database. Results Our model differentiated PNES only from ES only with a prospective accuracy of 78% (95% confidence interval =72–84%) and area under the curve of 79%. With a few exceptions, the number of comorbidities and medications was more predictive than a specific comorbidity. Comorbidities associated with PNES were asthma, chronic pain, and migraines (p < 0.01). Comorbidities associated with ES were diabetes mellitus and nonmetastatic neoplasm (p < 0.01). The population-level analysis suggested that patients with mixed PNES and ES may be a population distinct from patients with either condition alone. Significance An accurate patient-reported medical history and medication history can be useful when screening for possible PNES. Our prospectively validated and objective score may assist in the interpretation of the medication and medical history in the context of the seizure description and history.
- Subjects :
- Male
Pediatrics
Video Recording
Comorbidity
Neurodegenerative
Logistic regression
0302 clinical medicine
Migraines
Psychogenic nonepileptic attack disorder
Prospective Studies
Somatoform Disorders
education.field_of_study
Electroencephalography
Middle Aged
Health Services
Neurology
Screening
Female
Adult
medicine.medical_specialty
Medication history
Population
Clinical Sciences
Context (language use)
Article
03 medical and health sciences
Medication Reconciliation
Seizures
Clinical Research
Machine learning
medicine
Psychogenic disease
Humans
Medical history
education
Retrospective Studies
Epilepsy
Neurology & Neurosurgery
business.industry
Neurosciences
medicine.disease
Asthma
030227 psychiatry
Psychogenic Seizure
Brain Disorders
Physical therapy
Neurology (clinical)
business
030217 neurology & neurosurgery
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Epilepsia, vol 58, iss 11
- Accession number :
- edsair.doi.dedup.....54f8de012915ad800d6155fd2a8ee2d3