Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?
: Wenzel Julian, Haas Shalaila S, Dwyer Dominic B, Ruef Anne, Oeztuerk Oemer Faruk, Antonucci Linda A, von Saldern Sebastian, Bonivento Carolina, Garzitto Marco, Ferro Adele, Paolini Marco, Blautzik Janusch, Borgwardt Stefan, Brambilla Paolo, Meisenzahl Eva, Salokangas Raimo KR, Upthegrove Rachel, Wood Stephen J, Kambeitz Joseph, Koutsouleris Nikolaos, Kambeitz-Ilankovic Lana; and the PRONIA consortium
Publisher: SPRINGERNATURE
: 2021
: Neuropsychopharmacology
: NEUROPSYCHOPHARMACOLOGY
: NEUROPSYCHOPHARMACOL
: 46
: 1475
: 1483
: 9
: 0893-133X
: 1740-634X
DOI: https://doi.org/10.1038/s41386-021-00963-1
: https://research.utu.fi/converis/portal/detail/Publication/53688424
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-spared = 40, N-impaired = 13). Impaired patients showed significantly increased negative symptomatology (p(fdr) = 0.003), reduced cognitive performance (p(fdr) < 0.001) and general functioning (p(fdr) < 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.
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