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Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report
BACKGROUND: Depressive and anxiety disorders are highly comorbid, which has been theorized to be due to an underlying internalizing vulnerability. We aimed to identify groups of participants with differing vulnerabilities by examining the course of internalizing psychopathology up to age 45. METHODS...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367642/ https://www.ncbi.nlm.nih.gov/pubmed/33168122 http://dx.doi.org/10.1017/S0033291720004031 |
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author | de Vries, Ymkje Anna Al-Hamzawi, Ali Alonso, Jordi Andrade, Laura Helena Benjet, Corina Bruffaerts, Ronny Bunting, Brendan de Girolamo, Giovanni Florescu, Silvia Gureje, Oye Haro, Josep Maria Karam, Aimee Karam, Elie G. Kawakami, Norito Kovess-Masfety, Viviane Lee, Sing Mneimneh, Zeina Navarro-Mateu, Fernando Ojagbemi, Akin Posada-Villa, José Scott, Kate Stagnaro, Juan Carlos Torres, Yolanda Xavier, Miguel Zarkov, Zahari N. Kessler, Ronald C. de Jonge, Peter |
author_facet | de Vries, Ymkje Anna Al-Hamzawi, Ali Alonso, Jordi Andrade, Laura Helena Benjet, Corina Bruffaerts, Ronny Bunting, Brendan de Girolamo, Giovanni Florescu, Silvia Gureje, Oye Haro, Josep Maria Karam, Aimee Karam, Elie G. Kawakami, Norito Kovess-Masfety, Viviane Lee, Sing Mneimneh, Zeina Navarro-Mateu, Fernando Ojagbemi, Akin Posada-Villa, José Scott, Kate Stagnaro, Juan Carlos Torres, Yolanda Xavier, Miguel Zarkov, Zahari N. Kessler, Ronald C. de Jonge, Peter |
author_sort | de Vries, Ymkje Anna |
collection | PubMed |
description | BACKGROUND: Depressive and anxiety disorders are highly comorbid, which has been theorized to be due to an underlying internalizing vulnerability. We aimed to identify groups of participants with differing vulnerabilities by examining the course of internalizing psychopathology up to age 45. METHODS: We used data from 24158 participants (aged 45+) in 23 population-based cross-sectional World Mental Health Surveys. Internalizing disorders were assessed with the Composite International Diagnostic Interview (CIDI). We applied latent class growth analysis (LCGA) and investigated the characteristics of identified classes using logistic or linear regression. RESULTS: The best-fitting LCGA solution identified eight classes: a healthy class (81.9%), three childhood-onset classes with mild (3.7%), moderate (2.0%), or severe (1.1%) internalizing comorbidity, two puberty-onset classes with mild (4.0%) or moderate (1.4%) comorbidity, and two adult-onset classes with mild comorbidity (2.7% and 3.2%). The childhood-onset severe class had particularly unfavorable sociodemographic outcomes compared to the healthy class, with increased risks of being never or previously married (OR = 2.2 and 2.0, p < 0.001), not being employed (OR = 3.5, p < 0.001), and having a low/low-average income (OR = 2.2, p < 0.001). Moderate or severe (v. mild) comorbidity was associated with 12-month internalizing disorders (OR = 1.9 and 4.8, p < 0.001), disability (B = 1.1–2.3, p < 0.001), and suicidal ideation (OR = 4.2, p < 0.001 for severe comorbidity only). Adult (v. childhood) onset was associated with lower rates of 12-month internalizing disorders (OR = 0.2, p < 0.001). CONCLUSIONS: We identified eight transdiagnostic trajectories of internalizing psychopathology. Unfavorable outcomes were concentrated in the 1% of participants with childhood onset and severe comorbidity. Early identification of this group may offer opportunities for preventive interventions. |
format | Online Article Text |
id | pubmed-9367642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-93676422022-08-11 Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report de Vries, Ymkje Anna Al-Hamzawi, Ali Alonso, Jordi Andrade, Laura Helena Benjet, Corina Bruffaerts, Ronny Bunting, Brendan de Girolamo, Giovanni Florescu, Silvia Gureje, Oye Haro, Josep Maria Karam, Aimee Karam, Elie G. Kawakami, Norito Kovess-Masfety, Viviane Lee, Sing Mneimneh, Zeina Navarro-Mateu, Fernando Ojagbemi, Akin Posada-Villa, José Scott, Kate Stagnaro, Juan Carlos Torres, Yolanda Xavier, Miguel Zarkov, Zahari N. Kessler, Ronald C. de Jonge, Peter Psychol Med Original Article BACKGROUND: Depressive and anxiety disorders are highly comorbid, which has been theorized to be due to an underlying internalizing vulnerability. We aimed to identify groups of participants with differing vulnerabilities by examining the course of internalizing psychopathology up to age 45. METHODS: We used data from 24158 participants (aged 45+) in 23 population-based cross-sectional World Mental Health Surveys. Internalizing disorders were assessed with the Composite International Diagnostic Interview (CIDI). We applied latent class growth analysis (LCGA) and investigated the characteristics of identified classes using logistic or linear regression. RESULTS: The best-fitting LCGA solution identified eight classes: a healthy class (81.9%), three childhood-onset classes with mild (3.7%), moderate (2.0%), or severe (1.1%) internalizing comorbidity, two puberty-onset classes with mild (4.0%) or moderate (1.4%) comorbidity, and two adult-onset classes with mild comorbidity (2.7% and 3.2%). The childhood-onset severe class had particularly unfavorable sociodemographic outcomes compared to the healthy class, with increased risks of being never or previously married (OR = 2.2 and 2.0, p < 0.001), not being employed (OR = 3.5, p < 0.001), and having a low/low-average income (OR = 2.2, p < 0.001). Moderate or severe (v. mild) comorbidity was associated with 12-month internalizing disorders (OR = 1.9 and 4.8, p < 0.001), disability (B = 1.1–2.3, p < 0.001), and suicidal ideation (OR = 4.2, p < 0.001 for severe comorbidity only). Adult (v. childhood) onset was associated with lower rates of 12-month internalizing disorders (OR = 0.2, p < 0.001). CONCLUSIONS: We identified eight transdiagnostic trajectories of internalizing psychopathology. Unfavorable outcomes were concentrated in the 1% of participants with childhood onset and severe comorbidity. Early identification of this group may offer opportunities for preventive interventions. Cambridge University Press 2022-08 2020-11-10 /pmc/articles/PMC9367642/ /pubmed/33168122 http://dx.doi.org/10.1017/S0033291720004031 Text en © The Author(s) 2020 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 in any medium, provided the original work is properly cited. |
spellingShingle | Original Article de Vries, Ymkje Anna Al-Hamzawi, Ali Alonso, Jordi Andrade, Laura Helena Benjet, Corina Bruffaerts, Ronny Bunting, Brendan de Girolamo, Giovanni Florescu, Silvia Gureje, Oye Haro, Josep Maria Karam, Aimee Karam, Elie G. Kawakami, Norito Kovess-Masfety, Viviane Lee, Sing Mneimneh, Zeina Navarro-Mateu, Fernando Ojagbemi, Akin Posada-Villa, José Scott, Kate Stagnaro, Juan Carlos Torres, Yolanda Xavier, Miguel Zarkov, Zahari N. Kessler, Ronald C. de Jonge, Peter Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title | Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title_full | Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title_fullStr | Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title_full_unstemmed | Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title_short | Transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a World Mental Health Surveys report |
title_sort | transdiagnostic development of internalizing psychopathology throughout the life course up to age 45: a world mental health surveys report |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367642/ https://www.ncbi.nlm.nih.gov/pubmed/33168122 http://dx.doi.org/10.1017/S0033291720004031 |
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