Literature DB >> 14674054

Subtypes of schizophrenia: a cluster analytic approach.

Edward Helmes1, Jhan Landmark.   

Abstract

OBJECTIVES: To identify empirical subtypes of schizophrenia, based upon the symptoms recorded over the duration of the illness, and to validate the resulting clusters against other systems that are used for subtyping schizophrenia.
METHOD: Data for 55 symptoms of schizophrenia over the history of the illness from 107 chronic schizophrenia patients were analyzed using hierarchical cluster analysis with Euclidean distance and Ward's method. Except for 1 patient, all met DSM-III criteria. There were 40 men and 67 women, average (SD) age of 38.2 (9.91) years, with a mean (SD) hospitalization of 27.9 (27.35) months.
RESULTS: No clear and unambiguous solution for the number of clusters was evident. Examination of the clusters led to further analysis of 2- and 6-cluster solutions. These were contrasted with DSM-III, DSM-III-R, and DSM-IV criteria and with the subtypes taken from the literature. There was limited support for any of these types, with none replicating, including the paranoid-nonparanoid distinction.
CONCLUSIONS: Empirical clusters derived from lifetime symptom data failed to agree with either the established DSM or other empirically derived subtypes. Subtypes may have little utility when the variability of symptoms over the longitudinal course of the illness is considered.

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Year:  2003        PMID: 14674054     DOI: 10.1177/070674370304801010

Source DB:  PubMed          Journal:  Can J Psychiatry        ISSN: 0706-7437            Impact factor:   4.356


  8 in total

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Authors:  Rajiv Tandon; William T Carpenter
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2.  Impact of DSM-5 changes on the diagnosis and acute treatment of schizophrenia.

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6.  Deep learning-based integration of genetics with registry data for stratification of schizophrenia and depression.

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7.  Biclustered Independent Component Analysis for Complex Biomarker and Subtype Identification from Structural Magnetic Resonance Images in Schizophrenia.

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Journal:  Front Psychiatry       Date:  2017-09-26       Impact factor: 4.157

8.  Identification of transdiagnostic psychiatric disorder subtypes using unsupervised learning.

Authors:  Helena Pelin; Marcus Ising; Frederike Stein; Susanne Meinert; Tina Meller; Katharina Brosch; Nils R Winter; Axel Krug; Ramona Leenings; Hannah Lemke; Igor Nenadić; Stefanie Heilmann-Heimbach; Andreas J Forstner; Markus M Nöthen; Nils Opel; Jonathan Repple; Julia Pfarr; Kai Ringwald; Simon Schmitt; Katharina Thiel; Lena Waltemate; Alexandra Winter; Fabian Streit; Stephanie Witt; Marcella Rietschel; Udo Dannlowski; Tilo Kircher; Tim Hahn; Bertram Müller-Myhsok; Till F M Andlauer
Journal:  Neuropsychopharmacology       Date:  2021-06-14       Impact factor: 7.853

  8 in total

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