Abstract
Personalised prediction of functional outcomes is a promising approach for targeted early intervention in psychiatry. However, generalisability and resource efficiency of such prognostic models represent challenges. In the PRONIA study (German Clinical Trials Register: DRKS00005042), we demonstrate excellent generalisability of prognostic models in individuals at clinical high-risk for psychosis or with recent-onset depression, and substantial contributions of detailed clinical phenotyping, particularly to the prediction of role functioning. These results indicate that it is possible that functioning prediction models based only on clinical data could be effectively applied in diverse healthcare settings, so that neuroimaging data may not be needed at early assessment stages.
Original language | English |
---|---|
Pages (from-to) | 318-321 |
Number of pages | 4 |
Journal | British Journal of Psychiatry |
Volume | 220 |
Issue number | 6 |
Early online date | 6 Oct 2021 |
DOIs | |
Publication status | Published - 16 Jun 2022 |
Bibliographical note
Funding Information:PRONIA is a Collaboration Project funded by the European Union under the 7th Framework Programme (grant agreement no. 602152). M.R. is supported by a grant from the Koeln Fortune Program/Faculty of Medicine, University of Cologne. R.U. reports grants from the Medical Research Council, grants from the National Institute for Health Research, and personal fees from Sunovion, outside the submitted work. J.K. and N.Ko. received honoraria for talks presented at education meetings organised by Otsuka/Lundbeck. C.P. was supported by a National Health and Medical Research Council (NHMRC) Senior Principal Research Fellowship (1105825) and an NHMRC L3 Investigator Grant (1196508), has received honoraria for talks at educational meetings and has served on an advisory board for Lundbeck, Australia Pty Ltd.
Publisher Copyright:
Copyright © The Author(s), 2021. Published by Cambridge University Press on behalf of the Royal College of Psychiatrists.
Keywords
- Clinical high-risk for psychosis
- depression
- personalized prediction
- psychosocial functioning
- translational psychiatry
ASJC Scopus subject areas
- Psychiatry and Mental health