A Network Analysis of Panic Disorder, Agoraphobia, and Generalized Anxiety Disorder in 463 Patients From a Psychiatric Hospital
Emanuela Pizzolla, Juan Martin Tecco, Moritz Bruno Petzold, Giovanni Briganti

TL;DR
This study used network analysis to show that panic-agoraphobia and generalized anxiety disorder form distinct symptom systems, with different core symptoms and connections.
Contribution
The study provides new evidence that panic-agoraphobia and GAD are distinct anxiety systems based on network structure.
Findings
Panic-agoraphobia symptoms form a cluster with tightly connected physiological and moderate cognitive symptoms.
GAD is centered around difficulty controlling worry, strongly linked to restlessness, sleep issues, and irritability.
No direct connections were found between panic-agoraphobia and GAD symptoms, suggesting separate mechanisms.
Abstract
Panic disorder, agoraphobia, and generalized anxiety disorder (GAD) frequently co‐occur and share overlapping symptoms, yet it remains unclear whether they reflect distinct or interconnected symptom systems. This study examined the network structure of these disorders using clinician‐administered diagnostic data. A total of 463 adults completed the Mini International Neuropsychiatric Interview (M.I.N.I.) conducted by trained clinicians. Eighteen items from the panic disorder, agoraphobia, and GAD modules were retained after a multistep selection procedure ensuring clinical relevance, endorsement variability, and nonredundancy. A binary Ising network was estimated using eLASSO with EBIC model selection. Network accuracy, stability, and edge differences were evaluated through nonparametric bootstrapping. The estimated network revealed two well‐defined symptom clusters corresponding to…
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Taxonomy
TopicsMental Health Research Topics · Functional Brain Connectivity Studies · Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
