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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier/North-Holland Biomedical Press
2023
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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. |
format | Online Article Text |
id | pubmed-10636586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier/North-Holland Biomedical Press |
record_format | MEDLINE/PubMed |
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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