Cognitive subtyping in schizophrenia : a latent profile analysis

Cognitive dysfunction is a core feature of schizophrenia. The subtyping of cognitive performance in schizophrenia may aid the refinement of disease heterogeneity. The literature on cognitive subtyping in schizophrenia, however, is limited by variable methodologies and neuropsychological tasks, lack...

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Main Authors: Lim, Keane, Smucny, Jason, Barch, Deanna M., Lam, Max, Keefe, Richard S. E., Lee, Jimmy Chee Keong
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/150069
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1500692021-05-27T07:57:07Z Cognitive subtyping in schizophrenia : a latent profile analysis Lim, Keane Smucny, Jason Barch, Deanna M. Lam, Max Keefe, Richard S. E. Lee, Jimmy Chee Keong Lee Kong Chian School of Medicine (LKCMedicine) Science::General Psychiatry Schizophrenia Cognition Cognitive dysfunction is a core feature of schizophrenia. The subtyping of cognitive performance in schizophrenia may aid the refinement of disease heterogeneity. The literature on cognitive subtyping in schizophrenia, however, is limited by variable methodologies and neuropsychological tasks, lack of validation, and paucity of studies examining longitudinal stability of profiles. It is also unclear if cognitive profiles represent a single linear severity continuum or unique cognitive subtypes. Cognitive performance measured with the Brief Assessment of Cognition in Schizophrenia was analyzed in schizophrenia patients (n = 767). Healthy controls (n = 1012) were included as reference group. Latent profile analysis was performed in a schizophrenia discovery cohort (n = 659) and replicated in an independent cohort (n = 108). Longitudinal stability of cognitive profiles was evaluated with latent transition analysis in a 10-week follow-up cohort. Confirmatory factor analysis (CFA) was carried out to investigate if cognitive profiles represent a unidimensional structure. A 4-profile solution was obtained from the discovery cohort and replicated in an independent cohort. It comprised of a "less-impaired" cognitive subtype, 2 subtypes with "intermediate cognitive impairment" differentiated by executive function performance, and a "globally impaired" cognitive subtype. This solution showed relative stability across time. CFA revealed that cognitive profiles are better explained by distinct meaningful profiles than a severity linear continuum. Associations between profiles and negative symptoms were observed. The subtyping of schizophrenia patients based on cognitive performance and its associations with symptomatology may aid phenotype refinement, mapping of specific biological mechanisms, and tailored clinical treatments. Ministry of Health (MOH) National Medical Research Council (NMRC) National Research Foundation (NRF) This study was supported by the .National Research Foundation Singapore under the National Medical Research Council Translational and Clinical Research Flagship Programme (grant no.: NMRC/TCR/003/2008). J.S. is supported by a .National Institute of Mental Health fellowship (F32-MH114325). J.L. is supported by the Singapore Ministry of Health’s .National Medical Research Council under its Clinician Scientist Award (NMRC/CSAINV17nov005). 2021-05-27T07:57:06Z 2021-05-27T07:57:06Z 2021 Journal Article Lim, K., Smucny, J., Barch, D. M., Lam, M., Keefe, R. S. E. & Lee, J. C. K. (2021). Cognitive subtyping in schizophrenia : a latent profile analysis. Schizophrenia Bulletin, 47(3), 712-721. https://dx.doi.org/10.1093/schbul/sbaa157 0586-7614 https://hdl.handle.net/10356/150069 10.1093/schbul/sbaa157 33098300 3 47 712 721 en NMRC/TCR/003/2008 F32-MH114325 NMRC/CSAINV17nov005 Schizophrenia Bulletin © 2020 The Author(s). Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::General
Psychiatry
Schizophrenia
Cognition
spellingShingle Science::General
Psychiatry
Schizophrenia
Cognition
Lim, Keane
Smucny, Jason
Barch, Deanna M.
Lam, Max
Keefe, Richard S. E.
Lee, Jimmy Chee Keong
Cognitive subtyping in schizophrenia : a latent profile analysis
description Cognitive dysfunction is a core feature of schizophrenia. The subtyping of cognitive performance in schizophrenia may aid the refinement of disease heterogeneity. The literature on cognitive subtyping in schizophrenia, however, is limited by variable methodologies and neuropsychological tasks, lack of validation, and paucity of studies examining longitudinal stability of profiles. It is also unclear if cognitive profiles represent a single linear severity continuum or unique cognitive subtypes. Cognitive performance measured with the Brief Assessment of Cognition in Schizophrenia was analyzed in schizophrenia patients (n = 767). Healthy controls (n = 1012) were included as reference group. Latent profile analysis was performed in a schizophrenia discovery cohort (n = 659) and replicated in an independent cohort (n = 108). Longitudinal stability of cognitive profiles was evaluated with latent transition analysis in a 10-week follow-up cohort. Confirmatory factor analysis (CFA) was carried out to investigate if cognitive profiles represent a unidimensional structure. A 4-profile solution was obtained from the discovery cohort and replicated in an independent cohort. It comprised of a "less-impaired" cognitive subtype, 2 subtypes with "intermediate cognitive impairment" differentiated by executive function performance, and a "globally impaired" cognitive subtype. This solution showed relative stability across time. CFA revealed that cognitive profiles are better explained by distinct meaningful profiles than a severity linear continuum. Associations between profiles and negative symptoms were observed. The subtyping of schizophrenia patients based on cognitive performance and its associations with symptomatology may aid phenotype refinement, mapping of specific biological mechanisms, and tailored clinical treatments.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Lim, Keane
Smucny, Jason
Barch, Deanna M.
Lam, Max
Keefe, Richard S. E.
Lee, Jimmy Chee Keong
format Article
author Lim, Keane
Smucny, Jason
Barch, Deanna M.
Lam, Max
Keefe, Richard S. E.
Lee, Jimmy Chee Keong
author_sort Lim, Keane
title Cognitive subtyping in schizophrenia : a latent profile analysis
title_short Cognitive subtyping in schizophrenia : a latent profile analysis
title_full Cognitive subtyping in schizophrenia : a latent profile analysis
title_fullStr Cognitive subtyping in schizophrenia : a latent profile analysis
title_full_unstemmed Cognitive subtyping in schizophrenia : a latent profile analysis
title_sort cognitive subtyping in schizophrenia : a latent profile analysis
publishDate 2021
url https://hdl.handle.net/10356/150069
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