Literature DB >> 26272022

Exploring cognitive heterogeneity in first-episode psychosis: What cluster analysis can reveal.

Maree P Reser1, Kelly A Allott2, Eóin Killackey2, John Farhall1, Susan M Cotton3.   

Abstract

Variable outcomes in first-episode psychosis (FEP) are partly attributable to heterogeneity in cognitive functioning. To aid identification of those likely to have poorer or better outcomes, we examined whether purported cognitive profiles identified through use of cluster analysis in chronic schizophrenia were evident in FEP. We also aimed to assess whether there was a relationship between cognitive profile and factors independent of the solution, providing external validation that the cognitive profiles represented distinct subgroups. Ward's method hierarchical cluster analysis, verified by a k-means cluster solution, was performed using data obtained from a cognitive test battery administered to 128 participants aged 15-25 years. Four cognitive profiles were identified. A continuity element was evident; participants in cluster four were more cognitively impaired compared to participants in cluster three, who appeared more cognitively intact. Clusters one and two were distinguishable across measures of attention and working memory and visual recognition memory, most likely reflecting sample specific patterns of deficit. Participants in cluster four had significantly lower premorbid and current IQ and higher negative symptoms compared to participants in cluster three. The distinct levels and patterns of cognition found in chronic schizophrenia cohorts are also evident across diagnostic categories in FEP.
Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Keywords:  Cognitive impairment; Cognitive subtypes

Mesh:

Year:  2015        PMID: 26272022     DOI: 10.1016/j.psychres.2015.07.084

Source DB:  PubMed          Journal:  Psychiatry Res        ISSN: 0165-1781            Impact factor:   3.222


  13 in total

1.  Comparing Perceived Adequacy of Help Received Among Different Classes of Individuals with Severe Mental Disorders at Five-Year Follow-Up: A Longitudinal Cluster Analysis.

Authors:  Marie-Josée Fleury; Guy Grenier; Jean-Marie Bamvita
Journal:  Community Ment Health J       Date:  2017-11-13

2.  Neurocognitive subtypes in patients with bipolar disorder and their unaffected siblings.

Authors:  M Russo; T E Van Rheenen; M Shanahan; K Mahon; M M Perez-Rodriguez; A Cuesta-Diaz; E Larsen; A K Malhotra; K E Burdick
Journal:  Psychol Med       Date:  2017-06-07       Impact factor: 7.723

3.  Profiles of Service Users with Severe Mental Disorders Based on Adequacy of Help.

Authors:  Marie-Josée Fleury; Guy Grenier; Jean-Marie Bamvita
Journal:  Psychiatr Q       Date:  2019-09

4.  Quality of life in first episode psychosis: a cluster analytic approach.

Authors:  Z Liao; K Allott; J F I Anderson; E Killackey; S M Cotton
Journal:  Qual Life Res       Date:  2021-10-18       Impact factor: 4.147

5.  Widespread Volumetric Reductions in Schizophrenia and Schizoaffective Patients Displaying Compromised Cognitive Abilities.

Authors:  Tamsyn E Van Rheenen; Vanessa Cropley; Andrew Zalesky; Chad Bousman; Ruth Wells; Jason Bruggemann; Suresh Sundram; Danielle Weinberg; Roshel K Lenroot; Avril Pereira; Cynthia Shannon Weickert; Thomas W Weickert; Christos Pantelis
Journal:  Schizophr Bull       Date:  2018-04-06       Impact factor: 9.306

6.  Plasma Metabolite Profiles in First Episode Psychosis: Exploring Symptoms Heterogeneity/Severity in Schizophrenia and Bipolar Disorder Cohorts.

Authors:  Helena P G Joaquim; Alana C Costa; Leda L Talib; Frederik Dethloff; Mauricio H Serpa; Marcus V Zanetti; Martinus van de Bilt; Christoph W Turck
Journal:  Front Psychiatry       Date:  2020-06-05       Impact factor: 4.157

7.  Characterising cognitive heterogeneity in individuals at clinical high-risk for psychosis: a cluster analysis with clinical and functional outcome prediction.

Authors:  Kate Haining; Ruchika Gajwani; Joachim Gross; Andrew I Gumley; Robin A A Ince; Stephen M Lawrie; Frauke Schultze-Lutter; Matthias Schwannauer; Peter J Uhlhaas
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  2021-08-16       Impact factor: 5.270

Review 8.  A systematic review and narrative synthesis of data-driven studies in schizophrenia symptoms and cognitive deficits.

Authors:  Tesfa Dejenie Habtewold; Lyan H Rodijk; Edith J Liemburg; Grigory Sidorenkov; H Marike Boezen; Richard Bruggeman; Behrooz Z Alizadeh
Journal:  Transl Psychiatry       Date:  2020-07-21       Impact factor: 6.222

9.  Long-term cognitive trajectories and heterogeneity in patients with schizophrenia and their unaffected siblings.

Authors:  Md A Islam; T D Habtewold; F D van Es; P J Quee; E R van den Heuvel; B Z Alizadeh; R Bruggeman
Journal:  Acta Psychiatr Scand       Date:  2018-09-21       Impact factor: 6.392

10.  A Comprehensive Cohort Description and Statistical Grouping of Community-Based Residential Rehabilitation Service Users in Australia.

Authors:  Stephen Parker; Dan Siskind; Daniel F Hermens; Frances Dark; Gemma McKeon; Nicole Korman; Urska Arnautovska; Meredith Harris; Harvey Whiteford
Journal:  Front Psychiatry       Date:  2019-11-08       Impact factor: 4.157

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