Related Experiment Video
Updated: Sep 6, 2025

Author Spotlight: Advancing Pediatric Epilepsy Surgery in Children Through Novel Biomarkers and Enhanced Localization
Published on: September 20, 2024
Using Semiology to Classify Epileptic Seizures vs Psychogenic Nonepileptic Seizures: A Meta-analysis
Subramanian Muthusamy1, Udaya Seneviratne1, Catherine Ding1
1Department of Medicine (SM, US, TGP), School of Clinical Sciences at Monash Health, Monash University, Melbourne, Victoria; and Department of Neurology (SM, US, CD, TGP), Monash Medical Centre, Clayton, Melbourne, Australia.
Background And Objectives:
A misdiagnosis of psychogenic nonepileptic seizures (PNES) and epileptic seizures (ES) is common. In the absence of the diagnostic gold standard (video EEG), clinicians rely on semiology and clinical assessment. However, questions regarding the diagnostic accuracy of different signs remain. This meta-analysis aimed to evaluate the diagnostic accuracy of semiology in PNES and ES.
Methods:
We systematically searched PubMed, PsycInfo, and Medline for original research publications published before 8 February 2021 with no restriction on search dates to identify studies that compared semiology in ES and PNES in epilepsy monitoring units. Non-English publications, review articles, studies reporting on only PNES or ES, and studies limited to patients with developmental delay were excluded. Study characteristics and proportions of event groups and patient groups demonstrating signs were extracted from each article. A bivariate analysis was conducted, and data were pooled in a random effects model for meta-analysis. The I 2 statistic was calculated to assess statistical heterogeneity. The revised Quality Assessment of Diagnostic Accuracy Studies tool was used to assess the risk of bias in included studies. The positive likelihood ratio (PLR) and negative likelihood ratio (NLR) were calculated. A PLR >10 or an NLR <0.1 largely affected the posttest probability of a diagnosis (ES or PNES), whereas a PLR between 5 and 10 or an NLR between 0.1 and 0.2 moderately affected the posttest probability of a diagnosis (ES or PNES).
Results:
The meta-analysis included 14 studies comprising 800 patients with ES and 452 patients with PNES. For PNES, ictal eye closure (PLR 40.5 95% confidence interval [CI] 16.2-101.3; I 2 = 0, from 3 studies) and asynchronous limb movements (PLR 10.2; 95% CI 2.8-37.7; I 2 = 0, from 3 studies) reached a PLR threshold >5. No single sign reached a PLR threshold >5 for ES.
Discussion:
While all signs require an interpretation in the overall clinical context, the presence of ictal eye closure and asynchronous limb movements are reliable discriminative signs for PNES.
Related Concept Videos
Seizures: Classification
Seizures are typically classified into two main categories: focal and generalized seizures.
Focal Seizures
Focal seizures originate from specific regions of the brain. These seizures are further sub-classified into two types:
Epilepsy and Seizures: Overview
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...

