Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?
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 patter...
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Veröffentlicht in: | Neuropsychopharmacology (New York, N.Y.) N.Y.), 2021-07, Vol.46 (8), p.1475-1483 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | 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 (N
= 40, N
= 13). Impaired patients showed significantly increased negative symptomatology (p
= 0.003), reduced cognitive performance (p
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ISSN: | 0893-133X 1740-634X |
DOI: | 10.1038/s41386-021-00963-1 |