Cognitive Subtyping in Schizophrenia: A Latent Profile Analysis

被引:29
作者
Lim, Keane [1 ]
Smucny, Jason [2 ]
Barch, Deanna M. [3 ,4 ,5 ]
Lam, Max [1 ,6 ,7 ]
Keefe, Richard S. E. [8 ]
Lee, Jimmy [1 ,9 ,10 ]
机构
[1] Inst Mental Hlth, Res Div, 10 Buangkok View, Singapore 539747, Singapore
[2] Univ Calif Davis, Dept Psychiat & Behav Sci, Davis, CA 95616 USA
[3] Washington Univ, Dept Psychol & Brain Sci, St Louis, MO 63110 USA
[4] Washington Univ, Dept Psychiat, St Louis, MO 63110 USA
[5] Washington Univ, Dept Radiol, St Louis, MO 63110 USA
[6] Zucker Hillside Hosp, Feinstein Inst Med Res, New York, NY USA
[7] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
[8] Duke Univ, Dept Psychiat & Behav Sci, Med Ctr, Durham, NC USA
[9] Inst Mental Hlth, Dept Psychosis, Singapore, Singapore
[10] Nanyang Technol Univ, Lee Kong Chian Sch Med, Neurosci & Mental Hlth, Singapore, Singapore
基金
英国医学研究理事会;
关键词
schizophrenia; cognition; cognitive subtypes; heterogeneity; MODEL-SELECTION; PSYCHOSIS; DEFICITS; IDENTIFICATION; HETEROGENEITY; PSYCHIATRY; BIPOLAR; NUMBER;
D O I
10.1093/schbul/sbaa157
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
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 (is = 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.
引用
收藏
页码:712 / 721
页数:10
相关论文
共 55 条
  • [1] A systematic review of cognitive function in first-episode psychosis, including a discussion on childhood trauma, stress, and inflammation
    Aas, Monica
    Dazzan, Paola
    Mondelli, Valeria
    Melle, Ingrid
    Murray, Robin M.
    Pariante, Carmine M.
    [J]. FRONTIERS IN PSYCHIATRY, 2014, 4
  • [2] FACTOR-ANALYSIS AND AIC
    AKAIKE, H
    [J]. PSYCHOMETRIKA, 1987, 52 (03) : 317 - 332
  • [3] Atkins M., 1997, Psychiatr. Bull., V21, P224, DOI DOI 10.1192/PB.21.4.224
  • [4] Improving prescribing practice in psychiatry: The experience of the Prescribing Observatory for Mental Health (POMH-UK)
    Barnes, Thomas R. E.
    Paton, Carol
    [J]. INTERNATIONAL REVIEW OF PSYCHIATRY, 2011, 23 (04) : 328 - 335
  • [5] Bleuler E., 1950, Dementia Praecox or the Group of Schizophrenias
  • [6] The association between executive functioning and psychopathology: general or specific?
    Bloemen, A. J. P.
    Oldehinkel, A. J.
    Laceulle, O. M.
    Ormel, J.
    Rommelse, N. N. J.
    Hartman, C. A.
    [J]. PSYCHOLOGICAL MEDICINE, 2018, 48 (11) : 1787 - 1794
  • [7] Cognitive deficits in youth with familial and clinical high risk to psychosis: a systematic review and meta-analysis
    Bora, E.
    Lin, A.
    Wood, S. J.
    Yung, A. R.
    McGorry, P. D.
    Pantelis, C.
    [J]. ACTA PSYCHIATRICA SCANDINAVICA, 2014, 130 (01) : 1 - 15
  • [8] Bowie Christopher R, 2006, Neuropsychiatr Dis Treat, V2, P531, DOI 10.2147/nedt.2006.2.4.531
  • [9] Multimodel inference - understanding AIC and BIC in model selection
    Burnham, KP
    Anderson, DR
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2004, 33 (02) : 261 - 304
  • [10] Characterising the structure of cognitive heterogeneity in schizophrenia spectrum disorders. A systematic review and narrative synthesis
    Carruthers, Sean P.
    Van Rheenen, Tamsyn E.
    Gurvich, Caroline
    Sumner, Philip J.
    Rossell, Susan L.
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2019, 107 : 252 - 278