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Exploring the interconnections between baseline symptoms in ultra-high risk youth who did and did not transition to psychosis over three years: A network analysis comparison

  • Gabriele Lo Buglio
  • , Simon Hartmann
  • , Tommaso Boldrini
  • , Scott R. Clark
  • , Dominic Dwyer
  • , Jessica A. Hartmann
  • , Suzie Lavoie
  • , Ashleigh Lin
  • , Patrick D. McGorry
  • , Josh Nguyen
  • , Andrea Polari
  • , Isabelle Scott
  • , Annalisa Tanzilli
  • , Andrew Thompson
  • , Cassandra M.J. Wannan
  • , Stephen J. Wood
  • , Hok Pan Yuen
  • , Alison R. Yung
  • , Vittorio Lingiardi
  • , Barnaby Nelson*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Background: In the ultra-high risk for psychosis (UHR) field, it is unknown whether understanding symptom relationships, beyond symptom severity alone, may hold prognostic value and inform preventive care. In this study, network analysis was performed to examine the interconnections between baseline symptoms in UHR youth who did and did not transition to psychosis over three years.

Methods
: In a sample selected from the UHR1000+ cohort, positive and basic symptoms were assessed using the Comprehensive Assessment of At-Risk Mental States. Network analyses and network comparison tests were performed.

Results
: 195 UHR youth transitioned to psychosis within three years and 346 did not. The two groups did not differ in the network structure, global strength (i.e., the overall level of connectivity between symptoms), or centrality of symptoms (i.e., their importance within networks). The transitioned group was characterized by unusual thought content not being connected to other symptoms; however, its centrality between networks was comparable. Across networks, impaired cognitive functioning connected disorganized speech to impaired emotional functioning, motor functioning, and tolerance to normal stress. Impaired bodily sensation connected perceptual abnormalities to other symptoms.

Conclusions
: The networks of youth who transitioned and who did not transition were similar, indicating similar baseline symptom relationships. Across groups, unusual thought content, despite being traditionally associated with transition, had little to no interactions with other symptoms. Clinical manifestations that may need attention include impaired cognitive functioning, which connected several symptoms, and impaired bodily sensation. Future research using time series data may support progress toward individualized care.
Original languageEnglish
Article numbere7
Number of pages11
JournalEuropean psychiatry : the journal of the Association of European Psychiatrists
Volume69
Issue number1
Early online date27 Nov 2025
DOIs
Publication statusPublished - 2026

Keywords

  • network analysis
  • Ultra-high risk for psychosis
  • early intervention
  • basic symptoms
  • prevention
  • positive symptoms

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