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Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?

Wenzel J.
•
Haas S. S.
•
Dwyer D. B.
altro
Rohner H.
2021
  • journal article

Periodico
NEUROPSYCHOPHARMACOLOGY
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.
DOI
10.1038/s41386-021-00963-1
WOS
WOS:000629131000002
Archivio
http://hdl.handle.net/11390/1208646
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85108386903
Diritti
open access
Scopus© citazioni
3
Data di acquisizione
Jun 14, 2022
Vedi dettagli
Web of Science© citazioni
16
Data di acquisizione
Mar 14, 2024
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