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Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach

Loneliness is a common, yet distressing experience associated with adverse outcomes including substance use problems and psychiatric disorders. To what extent these associations reflect genetic correlations and causal relationships is currently unclear. We applied Genomic Structural Equation Modelli...

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Autores principales: Martin, Ellen, Schoeler, Tabea, Pingault, Jean-Baptiste, Barkhuizen, Wikus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier/North-Holland Biomedical Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636586/
https://www.ncbi.nlm.nih.gov/pubmed/37146462
http://dx.doi.org/10.1016/j.psychres.2023.115218
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author Martin, Ellen
Schoeler, Tabea
Pingault, Jean-Baptiste
Barkhuizen, Wikus
author_facet Martin, Ellen
Schoeler, Tabea
Pingault, Jean-Baptiste
Barkhuizen, Wikus
author_sort Martin, Ellen
collection PubMed
description Loneliness is a common, yet distressing experience associated with adverse outcomes including substance use problems and psychiatric disorders. To what extent these associations reflect genetic correlations and causal relationships is currently unclear. We applied Genomic Structural Equation Modelling (GSEM) to dissect the genetic architecture between loneliness and psychiatric-behavioural traits. Included were summary statistics from 12 genome-wide association analyses, including loneliness and 11 psychiatric phenotypes (range N: 9,537 – 807,553). We first modelled latent genetic factors amongst the psychiatric traits to then investigate potential causal effects between loneliness and the identified latent factors, using multivariate genome-wide association analyses and bidirectional Mendelian randomization. We identified three latent genetic factors, encompassing neurodevelopmental/mood conditions, substance use traits and disorders with psychotic features. GSEM provided evidence of a unique association between loneliness and the neurodevelopmental/mood conditions latent factor. Mendelian randomization results were suggestive of bidirectional causal effects between loneliness and the neurodevelopmental/mood conditions factor. These results imply that a genetic predisposition to loneliness may elevate the risk of neurodevelopmental/mood conditions, and vice versa. However, results may reflect the difficulty of distiguishing between loneliness and neurodevelopmental/mood conditions, which present in similar ways. We suggest, overall, the importance of addressing loneliness in mental health prevention and policy.
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spelling pubmed-106365862023-11-14 Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach Martin, Ellen Schoeler, Tabea Pingault, Jean-Baptiste Barkhuizen, Wikus Psychiatry Res Article Loneliness is a common, yet distressing experience associated with adverse outcomes including substance use problems and psychiatric disorders. To what extent these associations reflect genetic correlations and causal relationships is currently unclear. We applied Genomic Structural Equation Modelling (GSEM) to dissect the genetic architecture between loneliness and psychiatric-behavioural traits. Included were summary statistics from 12 genome-wide association analyses, including loneliness and 11 psychiatric phenotypes (range N: 9,537 – 807,553). We first modelled latent genetic factors amongst the psychiatric traits to then investigate potential causal effects between loneliness and the identified latent factors, using multivariate genome-wide association analyses and bidirectional Mendelian randomization. We identified three latent genetic factors, encompassing neurodevelopmental/mood conditions, substance use traits and disorders with psychotic features. GSEM provided evidence of a unique association between loneliness and the neurodevelopmental/mood conditions latent factor. Mendelian randomization results were suggestive of bidirectional causal effects between loneliness and the neurodevelopmental/mood conditions factor. These results imply that a genetic predisposition to loneliness may elevate the risk of neurodevelopmental/mood conditions, and vice versa. However, results may reflect the difficulty of distiguishing between loneliness and neurodevelopmental/mood conditions, which present in similar ways. We suggest, overall, the importance of addressing loneliness in mental health prevention and policy. Elsevier/North-Holland Biomedical Press 2023-07 /pmc/articles/PMC10636586/ /pubmed/37146462 http://dx.doi.org/10.1016/j.psychres.2023.115218 Text en © 2023 The Authors. Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martin, Ellen
Schoeler, Tabea
Pingault, Jean-Baptiste
Barkhuizen, Wikus
Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title_full Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title_fullStr Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title_full_unstemmed Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title_short Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach
title_sort understanding the relationship between loneliness, substance use traits and psychiatric disorders: a genetically informed approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636586/
https://www.ncbi.nlm.nih.gov/pubmed/37146462
http://dx.doi.org/10.1016/j.psychres.2023.115218
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