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Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors
Schizophrenia is a heterogeneous disorder, exhibiting variability in presentation and outcomes that complicate treatment and recovery. To explore this heterogeneity, we leverage the comprehensive Danish health registries to conduct a prospective, longitudinal study from birth of 5432 individuals who...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595374/ https://www.ncbi.nlm.nih.gov/pubmed/34785645 http://dx.doi.org/10.1038/s41467-021-26903-7 |
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author | Krebs, Morten Dybdahl Themudo, Gonçalo Espregueira Benros, Michael Eriksen Mors, Ole Børglum, Anders D. Hougaard, David Mortensen, Preben Bo Nordentoft, Merete Gandal, Michael J. Fan, Chun Chieh Geschwind, Daniel H. Schork, Andrew J. Werge, Thomas Thompson, Wesley K. |
author_facet | Krebs, Morten Dybdahl Themudo, Gonçalo Espregueira Benros, Michael Eriksen Mors, Ole Børglum, Anders D. Hougaard, David Mortensen, Preben Bo Nordentoft, Merete Gandal, Michael J. Fan, Chun Chieh Geschwind, Daniel H. Schork, Andrew J. Werge, Thomas Thompson, Wesley K. |
author_sort | Krebs, Morten Dybdahl |
collection | PubMed |
description | Schizophrenia is a heterogeneous disorder, exhibiting variability in presentation and outcomes that complicate treatment and recovery. To explore this heterogeneity, we leverage the comprehensive Danish health registries to conduct a prospective, longitudinal study from birth of 5432 individuals who would ultimately be diagnosed with schizophrenia, building individual trajectories that represent sequences of comorbid diagnoses, and describing patterns in the individual-level variability. We show that psychiatric comorbidity is prevalent among individuals with schizophrenia (82%) and multi-morbidity occur more frequently in specific, time-ordered pairs. Three latent factors capture 79% of variation in longitudinal comorbidity and broadly relate to the number of co-occurring diagnoses, the presence of child versus adult comorbidities and substance abuse. Clustering of the factor scores revealed five stable clusters of individuals, associated with specific risk factors and outcomes. The presentation and course of schizophrenia may be associated with heterogeneity in etiological factors including family history of mental disorders. |
format | Online Article Text |
id | pubmed-8595374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85953742021-11-19 Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors Krebs, Morten Dybdahl Themudo, Gonçalo Espregueira Benros, Michael Eriksen Mors, Ole Børglum, Anders D. Hougaard, David Mortensen, Preben Bo Nordentoft, Merete Gandal, Michael J. Fan, Chun Chieh Geschwind, Daniel H. Schork, Andrew J. Werge, Thomas Thompson, Wesley K. Nat Commun Article Schizophrenia is a heterogeneous disorder, exhibiting variability in presentation and outcomes that complicate treatment and recovery. To explore this heterogeneity, we leverage the comprehensive Danish health registries to conduct a prospective, longitudinal study from birth of 5432 individuals who would ultimately be diagnosed with schizophrenia, building individual trajectories that represent sequences of comorbid diagnoses, and describing patterns in the individual-level variability. We show that psychiatric comorbidity is prevalent among individuals with schizophrenia (82%) and multi-morbidity occur more frequently in specific, time-ordered pairs. Three latent factors capture 79% of variation in longitudinal comorbidity and broadly relate to the number of co-occurring diagnoses, the presence of child versus adult comorbidities and substance abuse. Clustering of the factor scores revealed five stable clusters of individuals, associated with specific risk factors and outcomes. The presentation and course of schizophrenia may be associated with heterogeneity in etiological factors including family history of mental disorders. Nature Publishing Group UK 2021-11-16 /pmc/articles/PMC8595374/ /pubmed/34785645 http://dx.doi.org/10.1038/s41467-021-26903-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Krebs, Morten Dybdahl Themudo, Gonçalo Espregueira Benros, Michael Eriksen Mors, Ole Børglum, Anders D. Hougaard, David Mortensen, Preben Bo Nordentoft, Merete Gandal, Michael J. Fan, Chun Chieh Geschwind, Daniel H. Schork, Andrew J. Werge, Thomas Thompson, Wesley K. Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title | Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title_full | Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title_fullStr | Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title_full_unstemmed | Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title_short | Associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
title_sort | associations between patterns in comorbid diagnostic trajectories of individuals with schizophrenia and etiological factors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595374/ https://www.ncbi.nlm.nih.gov/pubmed/34785645 http://dx.doi.org/10.1038/s41467-021-26903-7 |
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