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Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project

INTRODUCTION: Previously established categories for the classification of disease courses of unipolar depressive disorder (relapse, remission, recovery, recurrence) are helpful, but insufficient in describing the naturalistic disease courses over time. The intention of the present study was to ident...

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Autores principales: Martinek, Theresa, Jarczok, Marc, Rottler, Edit, Hartmann, Armin, Zeeck, Almut, Weiß, Heinz, von Wietersheim, Jörn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10117975/
https://www.ncbi.nlm.nih.gov/pubmed/37091709
http://dx.doi.org/10.3389/fpsyt.2023.1081474
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author Martinek, Theresa
Jarczok, Marc
Rottler, Edit
Hartmann, Armin
Zeeck, Almut
Weiß, Heinz
von Wietersheim, Jörn
author_facet Martinek, Theresa
Jarczok, Marc
Rottler, Edit
Hartmann, Armin
Zeeck, Almut
Weiß, Heinz
von Wietersheim, Jörn
author_sort Martinek, Theresa
collection PubMed
description INTRODUCTION: Previously established categories for the classification of disease courses of unipolar depressive disorder (relapse, remission, recovery, recurrence) are helpful, but insufficient in describing the naturalistic disease courses over time. The intention of the present study was to identify frequent disease courses of depression by means of a cluster analysis. METHODS: For the longitudinal cluster analysis, 555 datasets of patients who participated in the INDDEP (INpatient and Day clinic treatment of DEPression) study, were used. The present study uses data of patients with at least moderate depressive symptoms (major depression) over a follow-up period of 1 year after their in-patient or day-care treatments using the LIFE (Longitudinal Interval Follow-Up Evaluation)-interview. Eight German psychosomatic hospitals participated in this naturalistic observational study. RESULTS: Considering only the Calinski–Harabatz index, a 2-cluster solution gives the best statistical results. In combination with other indices and clinical interpretations, the 5-cluster solution seems to be the most interesting. The cluster sizes are large enough and numerically balanced. The KML-cluster analyses revealed five well interpretable disease course clusters over the follow-up period: “sustained treatment response” (N = 202, 36.4% of the patients), “recurrence” (N = 80, 14.4%), “persisting relapse” (N = 115, 20.7%), “temporary relapse” (N = 95, 17.1%), and remission (N = 63, 11.4%). CONCLUSION: The disease courses of many patients diagnosed with a unipolar depression do not match with the historically developed categories such as relapse, remission, and recovery. Given this context, the introduction of disease course trajectories seems helpful. These findings may promote the implementation of new therapy options, adapted to the disease courses.
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spelling pubmed-101179752023-04-21 Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project Martinek, Theresa Jarczok, Marc Rottler, Edit Hartmann, Armin Zeeck, Almut Weiß, Heinz von Wietersheim, Jörn Front Psychiatry Psychiatry INTRODUCTION: Previously established categories for the classification of disease courses of unipolar depressive disorder (relapse, remission, recovery, recurrence) are helpful, but insufficient in describing the naturalistic disease courses over time. The intention of the present study was to identify frequent disease courses of depression by means of a cluster analysis. METHODS: For the longitudinal cluster analysis, 555 datasets of patients who participated in the INDDEP (INpatient and Day clinic treatment of DEPression) study, were used. The present study uses data of patients with at least moderate depressive symptoms (major depression) over a follow-up period of 1 year after their in-patient or day-care treatments using the LIFE (Longitudinal Interval Follow-Up Evaluation)-interview. Eight German psychosomatic hospitals participated in this naturalistic observational study. RESULTS: Considering only the Calinski–Harabatz index, a 2-cluster solution gives the best statistical results. In combination with other indices and clinical interpretations, the 5-cluster solution seems to be the most interesting. The cluster sizes are large enough and numerically balanced. The KML-cluster analyses revealed five well interpretable disease course clusters over the follow-up period: “sustained treatment response” (N = 202, 36.4% of the patients), “recurrence” (N = 80, 14.4%), “persisting relapse” (N = 115, 20.7%), “temporary relapse” (N = 95, 17.1%), and remission (N = 63, 11.4%). CONCLUSION: The disease courses of many patients diagnosed with a unipolar depression do not match with the historically developed categories such as relapse, remission, and recovery. Given this context, the introduction of disease course trajectories seems helpful. These findings may promote the implementation of new therapy options, adapted to the disease courses. Frontiers Media S.A. 2023-04-06 /pmc/articles/PMC10117975/ /pubmed/37091709 http://dx.doi.org/10.3389/fpsyt.2023.1081474 Text en Copyright © 2023 Martinek, Jarczok, Rottler, Hartmann, Zeeck, Weiß and von Wietersheim. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Martinek, Theresa
Jarczok, Marc
Rottler, Edit
Hartmann, Armin
Zeeck, Almut
Weiß, Heinz
von Wietersheim, Jörn
Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title_full Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title_fullStr Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title_full_unstemmed Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title_short Typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the INDDEP project
title_sort typical disease courses of patients with unipolar depressive disorder after in-patient treatments–results of a cluster analysis of the inddep project
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10117975/
https://www.ncbi.nlm.nih.gov/pubmed/37091709
http://dx.doi.org/10.3389/fpsyt.2023.1081474
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