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 test 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 characterised 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.

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 / Lo Buglio, Gabriele; Hartmann, Simon; Boldrini, Tommaso; Clark, Scott R; Dwyer, Dominic; Hartmann, Jessica A; Lavoie, Suzie; Lin, Ashleigh; Mcgorry, Patrick D; Nguyen, Josh; Polari, Andrea; Scott, Isabelle; Tanzilli, Annalisa; Thompson, Andrew; Wannan, Cassandra M J; Wood, Stephen J; Yuen, Hok Pan; Yung, Alison R; Lingiardi, Vittorio; Nelson, Barnaby. - In: EUROPEAN PSYCHIATRY. - ISSN 1778-3585. - 27:(2025), pp. 1-26. [10.1192/j.eurpsy.2025.10141]

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;Tommaso, Boldrini;Annalisa, Tanzilli;Vittorio, Lingiardi;
2025

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 test 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 characterised 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.
2025
Ultra-high risk for psychosis; basic symptoms; early intervention; network analysis; positive symptoms; prevention;
01 Pubblicazione su rivista::01a Articolo in rivista
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 / Lo Buglio, Gabriele; Hartmann, Simon; Boldrini, Tommaso; Clark, Scott R; Dwyer, Dominic; Hartmann, Jessica A; Lavoie, Suzie; Lin, Ashleigh; Mcgorry, Patrick D; Nguyen, Josh; Polari, Andrea; Scott, Isabelle; Tanzilli, Annalisa; Thompson, Andrew; Wannan, Cassandra M J; Wood, Stephen J; Yuen, Hok Pan; Yung, Alison R; Lingiardi, Vittorio; Nelson, Barnaby. - In: EUROPEAN PSYCHIATRY. - ISSN 1778-3585. - 27:(2025), pp. 1-26. [10.1192/j.eurpsy.2025.10141]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1757171
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