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Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models

BACKGROUND: Most epidemiological studies show a decrease of internalizing disorders at older ages, but it is unclear how the prevalence exactly changes with age, and whether there are different patterns for internalizing symptoms and traits, and for men and women. This study investigates the impact...

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Autores principales: van Loo, Hanna M., Beijers, Lian, Wieling, Martijn, de Jong, Trynke R., Schoevers, Robert A., Kendler, Kenneth S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874996/
https://www.ncbi.nlm.nih.gov/pubmed/33849670
http://dx.doi.org/10.1017/S0033291721001148
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author van Loo, Hanna M.
Beijers, Lian
Wieling, Martijn
de Jong, Trynke R.
Schoevers, Robert A.
Kendler, Kenneth S.
author_facet van Loo, Hanna M.
Beijers, Lian
Wieling, Martijn
de Jong, Trynke R.
Schoevers, Robert A.
Kendler, Kenneth S.
author_sort van Loo, Hanna M.
collection PubMed
description BACKGROUND: Most epidemiological studies show a decrease of internalizing disorders at older ages, but it is unclear how the prevalence exactly changes with age, and whether there are different patterns for internalizing symptoms and traits, and for men and women. This study investigates the impact of age and sex on the point prevalence across different mood and anxiety disorders, internalizing symptoms, and neuroticism. METHODS: We used cross-sectional data on 146 315 subjects, aged 18–80 years, from the Lifelines Cohort Study, a Dutch general population sample. Between 2012 and 2016, five current internalizing disorders – major depression, dysthymia, generalized anxiety disorder, social phobia, and panic disorder – were assessed according to DSM-IV criteria. Depressive symptoms, anxiety symptoms, neuroticism, and negative affect (NA) were also measured. Generalized additive models were used to identify nonlinear patterns across age, and to investigate sex differences. RESULTS: The point prevalence of internalizing disorders generally increased between the ages of 18 and 30 years, stabilized between 30 and 50, and decreased after age 50. The patterns of internalizing symptoms and traits were different. NA and neuroticism gradually decreased after age 18. Women reported more internalizing disorders than men, but the relative difference remained stable across age (relative risk ~1.7). CONCLUSIONS: The point prevalence of internalizing disorders was typically highest between age 30 and 50, but there were differences between the disorders, which could indicate differences in etiology. The relative gap between the sexes remained similar across age, suggesting that changes in sex hormones around the menopause do not significantly influence women's risk of internalizing disorders.
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spelling pubmed-98749962023-02-02 Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models van Loo, Hanna M. Beijers, Lian Wieling, Martijn de Jong, Trynke R. Schoevers, Robert A. Kendler, Kenneth S. Psychol Med Original Article BACKGROUND: Most epidemiological studies show a decrease of internalizing disorders at older ages, but it is unclear how the prevalence exactly changes with age, and whether there are different patterns for internalizing symptoms and traits, and for men and women. This study investigates the impact of age and sex on the point prevalence across different mood and anxiety disorders, internalizing symptoms, and neuroticism. METHODS: We used cross-sectional data on 146 315 subjects, aged 18–80 years, from the Lifelines Cohort Study, a Dutch general population sample. Between 2012 and 2016, five current internalizing disorders – major depression, dysthymia, generalized anxiety disorder, social phobia, and panic disorder – were assessed according to DSM-IV criteria. Depressive symptoms, anxiety symptoms, neuroticism, and negative affect (NA) were also measured. Generalized additive models were used to identify nonlinear patterns across age, and to investigate sex differences. RESULTS: The point prevalence of internalizing disorders generally increased between the ages of 18 and 30 years, stabilized between 30 and 50, and decreased after age 50. The patterns of internalizing symptoms and traits were different. NA and neuroticism gradually decreased after age 18. Women reported more internalizing disorders than men, but the relative difference remained stable across age (relative risk ~1.7). CONCLUSIONS: The point prevalence of internalizing disorders was typically highest between age 30 and 50, but there were differences between the disorders, which could indicate differences in etiology. The relative gap between the sexes remained similar across age, suggesting that changes in sex hormones around the menopause do not significantly influence women's risk of internalizing disorders. Cambridge University Press 2023-01 2021-04-14 /pmc/articles/PMC9874996/ /pubmed/33849670 http://dx.doi.org/10.1017/S0033291721001148 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
spellingShingle Original Article
van Loo, Hanna M.
Beijers, Lian
Wieling, Martijn
de Jong, Trynke R.
Schoevers, Robert A.
Kendler, Kenneth S.
Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title_full Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title_fullStr Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title_full_unstemmed Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title_short Prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
title_sort prevalence of internalizing disorders, symptoms, and traits across age using advanced nonlinear models
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874996/
https://www.ncbi.nlm.nih.gov/pubmed/33849670
http://dx.doi.org/10.1017/S0033291721001148
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