Objective: Social dysfunction is a major feature of clinical-high-risk states for psychosis (CHR-P). Prior research has identified a neuroanatomical pattern associated with impaired social function outcome in CHR-P. The aim of the current study was to test whether social dysfunction in CHR-P is neurobiologically distinct or in a continuum with the lower end of the normal distribution of individual differences in social functioning. Methods: We used a machine learning classifier to test for the presence of a previously validated brain structural pattern associated with impaired social outcome in CHR-P (CHR-outcome-neurosignature) in the neuroimaging profiles of individuals from two non-clinical samples (total n = 1763) and examined its association with social function, psychopathology and cognition. Results: Although the CHR-outcome-neurosignature could be detected in a subset of the non-clinical samples, it was not associated was adverse social outcomes or higher psychopathology levels. However, participants whose neuroanatomical profiles were highly aligned with the CHR-outcome-neurosignature manifested subtle disadvantage in fluid (PFDR = 0.004) and crystallized intelligence (PFDR = 0.01), cognitive flexibility (PFDR = 0.02), inhibitory control (PFDR = 0.01), working memory (PFDR = 0.0005), and processing speed (PFDR = 0.04). Conclusions: We provide evidence of divergence in brain structural underpinnings of social dysfunction derived from a psychosis-risk enriched population when applied to non-clinical samples. This approach appears promising in identifying brain mechanisms bound to psychosis through comparisons of patient populations to nonclinical samples with the same neuroanatomical profiles.

Evidence of discontinuity between psychosis-risk and non-clinical samples in the neuroanatomical correlates of social function / S.S. Haas, G.E. Doucet, M. Antoniades, A. Modabbernia, C.M. Corcoran, R.S. Kahn, J. Kambeitz, L. Kambeitz-Ilankovic, S. Borgwardt, P. Brambilla, R. Upthegrove, S.J. Wood, R.K.R. Salokangas, J. Hietala, E. Meisenzahl, N. Koutsouleris, S. Frangou. - In: SCHIZOPHRENIA RESEARCH: COGNITION. - ISSN 2215-0013. - 29:(2022 Sep), pp. 100252.1-100252.8. [10.1016/j.scog.2022.100252]

Evidence of discontinuity between psychosis-risk and non-clinical samples in the neuroanatomical correlates of social function

P. Brambilla;
2022

Abstract

Objective: Social dysfunction is a major feature of clinical-high-risk states for psychosis (CHR-P). Prior research has identified a neuroanatomical pattern associated with impaired social function outcome in CHR-P. The aim of the current study was to test whether social dysfunction in CHR-P is neurobiologically distinct or in a continuum with the lower end of the normal distribution of individual differences in social functioning. Methods: We used a machine learning classifier to test for the presence of a previously validated brain structural pattern associated with impaired social outcome in CHR-P (CHR-outcome-neurosignature) in the neuroimaging profiles of individuals from two non-clinical samples (total n = 1763) and examined its association with social function, psychopathology and cognition. Results: Although the CHR-outcome-neurosignature could be detected in a subset of the non-clinical samples, it was not associated was adverse social outcomes or higher psychopathology levels. However, participants whose neuroanatomical profiles were highly aligned with the CHR-outcome-neurosignature manifested subtle disadvantage in fluid (PFDR = 0.004) and crystallized intelligence (PFDR = 0.01), cognitive flexibility (PFDR = 0.02), inhibitory control (PFDR = 0.01), working memory (PFDR = 0.0005), and processing speed (PFDR = 0.04). Conclusions: We provide evidence of divergence in brain structural underpinnings of social dysfunction derived from a psychosis-risk enriched population when applied to non-clinical samples. This approach appears promising in identifying brain mechanisms bound to psychosis through comparisons of patient populations to nonclinical samples with the same neuroanatomical profiles.
No
English
Clinical high-risk for psychosis; General population; Neuroimaging; Social function; Support vector machine;
Settore MED/25 - Psichiatria
Articolo
Esperti anonimi
Pubblicazione scientifica
   Personalised Prognostic Tools for Early Psychosis Management
   PRONIA
   EUROPEAN COMMISSION
   FP7
   602152
set-2022
Elssevier
29
100252
1
8
8
Pubblicato
Periodico con rilevanza internazionale
crossref
Aderisco
info:eu-repo/semantics/article
Evidence of discontinuity between psychosis-risk and non-clinical samples in the neuroanatomical correlates of social function / S.S. Haas, G.E. Doucet, M. Antoniades, A. Modabbernia, C.M. Corcoran, R.S. Kahn, J. Kambeitz, L. Kambeitz-Ilankovic, S. Borgwardt, P. Brambilla, R. Upthegrove, S.J. Wood, R.K.R. Salokangas, J. Hietala, E. Meisenzahl, N. Koutsouleris, S. Frangou. - In: SCHIZOPHRENIA RESEARCH: COGNITION. - ISSN 2215-0013. - 29:(2022 Sep), pp. 100252.1-100252.8. [10.1016/j.scog.2022.100252]
open
Prodotti della ricerca::01 - Articolo su periodico
17
262
Article (author)
no
S.S. Haas, G.E. Doucet, M. Antoniades, A. Modabbernia, C.M. Corcoran, R.S. Kahn, J. Kambeitz, L. Kambeitz-Ilankovic, S. Borgwardt, P. Brambilla, R. Upthegrove, S.J. Wood, R.K.R. Salokangas, J. Hietala, E. Meisenzahl, N. Koutsouleris, S. Frangou
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/924887
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