ArticlePsychological medicine2026
Anxiety and depression subtypes and their psychotherapy response: A network analysis of 33,675 patients.
Article in Psychological medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
backgroundMajor depressive disorder and generalized anxiety disorder frequently co-occur, leading to heterogeneous presentations that complicate diagnosis and treatment. While diagnostic categories often obscure symptom variability, network approaches offer a powerful way to examine how symptoms relate to one another within and across conditions. By identifying symptom clusters, these methods can provide insights into potential mechanisms of comorbidity and symptom maintenance and may ultimately help guide more personalized treatment.
methodsWe examined patients (
resultsWe found four baseline symptom clusters relating to Affective Dysregulation, Worries, Neurovegetative symptoms, and Hyperarousal. Affective Dysregulation and Neurovegetative clusters were associated with poorer outcomes, whereas Worries and Hyperarousal were associated with recovery over partial improvement; Hyperarousal also differentiated recovery from non-response.
conclusionsSymptom clusters derived from standard screening measures were associated with differential treatment trajectories. Targeting these symptom configurations may be particularly effective at disrupting multiple symptom pathways. Future research should examine whether personalized treatment strategies that consider symptom clusters based on simple screening in practice settings yield greater clinical improvement than traditional diagnostic categories.
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