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Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?

  • the PRONIA Consortium
  • , Julian Wenzel
  • , Shalaila Haas
  • , Dominic B. Dwyer
  • , Anne Ruef
  • , Oemer Faruk Oeztuerk
  • , Linda A. Antonucci
  • , Sebastian von Saldern
  • , Carolina Bonivento
  • , Marco Garzitto
  • , Adele Ferro
  • , Marco Paolini
  • , Janusch Blautzik
  • , Stefan Borgwardt
  • , Paolo Brambilla
  • , Eva Meisenzahl
  • , Raimo K.R. Salokangas
  • , Rachel Upthegrove
  • , Stephen J. Wood
  • , Joseph Kambeitz
  • Nikolaos Koutsouleris, Lana Kambeitz-Ilankovic*
*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

26 Citations (Scopus)

Abstract

In schizophrenia, neurocognitive subtypes can be distinguished based on cognitive performance and they are associated with neuroanatomical alterations. We investigated the existence of cognitive subtypes in shortly medicated recent onset psychosis patients, their underlying gray matter volume patterns and clinical characteristics. We used a K-means algorithm to cluster 108 psychosis patients from the multi-site EU PRONIA (Prognostic tools for early psychosis management) study based on cognitive performance and validated the solution independently (N = 53). Cognitive subgroups and healthy controls (HC; n = 195) were classified based on gray matter volume (GMV) using Support Vector Machine classification. A cognitively spared (N = 67) and impaired (N = 41) subgroup were revealed and partially independently validated (Nspared = 40, Nimpaired = 13). Impaired patients showed significantly increased negative symptomatology (pfdr = 0.003), reduced cognitive performance (pfdr < 0.001) and general functioning (pfdr < 0.035) in comparison to spared patients. Neurocognitive deficits of the impaired subgroup persist in both discovery and validation sample across several domains, including verbal memory and processing speed. A GMV pattern (balanced accuracy = 60.1%, p = 0.01) separating impaired patients from HC revealed increases and decreases across several fronto-temporal-parietal brain areas, including basal ganglia and cerebellum. Cognitive and functional disturbances alongside brain morphological changes in the impaired subgroup are consistent with a neurodevelopmental origin of psychosis. Our findings emphasize the relevance of tailored intervention early in the course of psychosis for patients suffering from the likely stronger neurodevelopmental character of the disease.

Original languageEnglish
Pages (from-to)1475-1483
Number of pages9
JournalNeuropsychopharmacology
Volume46
Issue number8
DOIs
Publication statusPublished - 1 Jul 2021
Externally publishedYes
Publication typeA1 Journal article-refereed

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

ASJC Scopus subject areas

  • Pharmacology
  • Psychiatry and Mental health

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