Literature DB >> 33628499

Latent Class Analysis in Depression, Including Clinical and Functional Variables: Evidence of a Complex Depressive Subtype in Primary Care in Chile.

Verónica Vitriol1, Alfredo Cancino1, Carlos Serrano2, Soledad Ballesteros1, Marcela Ormazábal3, Marcelo Leiva-Bianchi2, Carolina Salgado2,4, Cristian Cáceres2, Soledad Potthoff5, Francisca Orellana6, Andrea Asenjo7.   

Abstract

OBJECTIVE: To establish differentiated depressive subtypes using a latent class analysis (LCA), including clinical and functional indicators in a sample of depressed patients consulted in Chilean Primary Health Care.
METHODS: A LCA was performed on a sample of 297 depressed patients consulted in Chilean PHC. The Mini International Neuropsychiatric Interview, the Hamilton Depression Rating Scale, the Outcome Questionnaire -social role, and interpersonal subscales were as instruments. A regression analysis of the different subtypes with sociodemographic and adverse life experiences was performed.
RESULTS: In a sample characterized by 87.5% of women, two, three, and four latent class models were obtained. The three-class model likely represents the best clinical implications. In this model, the classes were labeled: "complex depression" (CD) (58% of the sample), "recurrent depression" (RD) (34%), and "single depression episode" (SD) (8%). Members of CD showed a higher probability of history of suicide attempts, interpersonal, and social dysfunction. Psychiatric comorbidities differentiated the RD from SD. According to a multinomial regression model, childhood trauma experiences, recent stressful life experiences, and intimate partner violence events were associated with the CD class (p < 0.01). Limitations. The vast majority of participants were females from Chile and the sample studied was not random. So, the results may not necessarily represent outpatient clinics.
CONCLUSIONS: This study can provide additional evidence that depression, specifically in female gender, could be better understood as a complex heterogeneous disorder when clinical and functional indicators are studied. Furthermore, adverse life experiences starting in childhood could lead to a differentiated complex depressive subtype.
Copyright © 2021 Verónica Vitriol et al.

Entities:  

Year:  2021        PMID: 33628499      PMCID: PMC7895584          DOI: 10.1155/2021/6629403

Source DB:  PubMed          Journal:  Depress Res Treat        ISSN: 2090-1321


  59 in total

1.  Major depression is not a diagnosis, it is a departure point to differential diagnosis -- clinical and hormonal considerations (a commentary and elaboration on Antonejevic's paper).

Authors:  Uriel Halbreich
Journal:  Psychoneuroendocrinology       Date:  2005-10-20       Impact factor: 4.905

2.  Evaluation of an outpatient intervention for women with severe depression and a history of childhood trauma.

Authors:  Verónica G Vitriol; Soledad T Ballesteros; Ramón U Florenzano; Kristina P Weil; Dafna F Benadof
Journal:  Psychiatr Serv       Date:  2009-07       Impact factor: 3.084

3.  Integrating Trauma-Related Curricular Content Into Medical Education and Training.

Authors:  Andres Felipe Sciolla; Kristen Eckstrand; Jennifer Potter
Journal:  Acad Med       Date:  2016-07       Impact factor: 6.893

4.  The use of latent class analysis for identifying subtypes of depression: A systematic review.

Authors:  Christine M Ulbricht; Stavroula A Chrysanthopoulou; Len Levin; Kate L Lapane
Journal:  Psychiatry Res       Date:  2018-03-17       Impact factor: 3.222

5.  Data-driven biological subtypes of depression: systematic review of biological approaches to depression subtyping.

Authors:  Lian Beijers; Klaas J Wardenaar; Hanna M van Loo; Robert A Schoevers
Journal:  Mol Psychiatry       Date:  2019-03-01       Impact factor: 15.992

6.  [A comparative psychometric study of the Spanish versions with 6, 17, and 21 items of the Hamilton Depression Rating Scale].

Authors:  Julio Bobes; Antonio Bulbena; Antonio Luque; Rafael Dal-Ré; Javier Ballesteros; Nora Ibarra
Journal:  Med Clin (Barc)       Date:  2003-05-17       Impact factor: 1.725

7.  Childhood life events and childhood trauma in adult patients with depressive, anxiety and comorbid disorders vs. controls.

Authors:  J G F M Hovens; J E Wiersma; E J Giltay; P van Oppen; P Spinhoven; B W J H Penninx; F G Zitman
Journal:  Acta Psychiatr Scand       Date:  2009-10-30       Impact factor: 6.392

8.  The Comorbidity of Major Depression and Anxiety Disorders: Recognition and Management in Primary Care.

Authors:  Robert M. A. Hirschfeld
Journal:  Prim Care Companion J Clin Psychiatry       Date:  2001-12

9.  The classification of depression: are we still confused?

Authors:  James Cole; Peter McGuffin; Anne E Farmer
Journal:  Br J Psychiatry       Date:  2008-02       Impact factor: 9.319

Review 10.  Adverse Childhood Experiences and the Consequences on Neurobiological, Psychosocial, and Somatic Conditions Across the Lifespan.

Authors:  Julia I Herzog; Christian Schmahl
Journal:  Front Psychiatry       Date:  2018-09-04       Impact factor: 4.157

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