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The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study
OBJECTIVES: Observational studies have demonstrated that household income is associated with morbidity of mental disorders. However, a causal relationship between the two factors remains unclear. Therefore, we investigated the causal relationship between household income status and genetic liability...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694246/ http://dx.doi.org/10.3389/fpsyt.2023.1264174 |
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author | Liu, Guangyan Liu, Wenlin Zheng, Xifeng Li, Junyan |
author_facet | Liu, Guangyan Liu, Wenlin Zheng, Xifeng Li, Junyan |
author_sort | Liu, Guangyan |
collection | PubMed |
description | OBJECTIVES: Observational studies have demonstrated that household income is associated with morbidity of mental disorders. However, a causal relationship between the two factors remains unclear. Therefore, we investigated the causal relationship between household income status and genetic liability of mental disorders using a bidirectional Mendelian randomization (MR) study. METHODS: This MR study included a large cohort of the European population from publicly available genome-wide association study datasets. A random-effects inverse-variance weighting model was used as the main standard, with MR-Egger regression, weighted median, and maximum likelihood estimations performed concurrently as supplements. Sensitivity analysis, consisting of heterogeneity and horizontal pleiotropy tests, was performed using Cochran’s Q test, MR-Egger intercept, and MR-PRESSO tests to ensure the reliability of the conclusions. RESULTS: A higher household income tended to be associated with a lower risk of genetic liability for depression (odds ratio [OR]: 0.655, 95% confidence interval [CI] = 0.522–0.822, p < 0.001) and anxiety disorder (OR: 0.666, 95% CI = 0.526–0.843, p < 0.001). No associations were observed for schizophrenia (OR: 0.678, 95% CI = 0.460–1.000, p = 0.05), panic disorder (OR: 0.837, 95% CI = 0.445–1.577, p = 0.583), insomnia (OR: 1.051, 95% CI = 0.556–1.986, p = 0.877), obsessive-compulsive disorder (OR: 1.421, 95% CI = 0.778–2.596, p = 0.252), and bipolar disorder (OR: 1.126, 95% CI = 0.757–1.677, p = 0.556). A reverse MR study showed no reverse causal relationship between psychiatric disorders and household income. Sensitivity analysis verified the reliability of the results. CONCLUSION: Our results revealed that the population with a higher household income tended to have a minor risk of genetic liability in depression and anxiety disorders. |
format | Online Article Text |
id | pubmed-10694246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106942462023-12-05 The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study Liu, Guangyan Liu, Wenlin Zheng, Xifeng Li, Junyan Front Psychiatry Psychiatry OBJECTIVES: Observational studies have demonstrated that household income is associated with morbidity of mental disorders. However, a causal relationship between the two factors remains unclear. Therefore, we investigated the causal relationship between household income status and genetic liability of mental disorders using a bidirectional Mendelian randomization (MR) study. METHODS: This MR study included a large cohort of the European population from publicly available genome-wide association study datasets. A random-effects inverse-variance weighting model was used as the main standard, with MR-Egger regression, weighted median, and maximum likelihood estimations performed concurrently as supplements. Sensitivity analysis, consisting of heterogeneity and horizontal pleiotropy tests, was performed using Cochran’s Q test, MR-Egger intercept, and MR-PRESSO tests to ensure the reliability of the conclusions. RESULTS: A higher household income tended to be associated with a lower risk of genetic liability for depression (odds ratio [OR]: 0.655, 95% confidence interval [CI] = 0.522–0.822, p < 0.001) and anxiety disorder (OR: 0.666, 95% CI = 0.526–0.843, p < 0.001). No associations were observed for schizophrenia (OR: 0.678, 95% CI = 0.460–1.000, p = 0.05), panic disorder (OR: 0.837, 95% CI = 0.445–1.577, p = 0.583), insomnia (OR: 1.051, 95% CI = 0.556–1.986, p = 0.877), obsessive-compulsive disorder (OR: 1.421, 95% CI = 0.778–2.596, p = 0.252), and bipolar disorder (OR: 1.126, 95% CI = 0.757–1.677, p = 0.556). A reverse MR study showed no reverse causal relationship between psychiatric disorders and household income. Sensitivity analysis verified the reliability of the results. CONCLUSION: Our results revealed that the population with a higher household income tended to have a minor risk of genetic liability in depression and anxiety disorders. Frontiers Media S.A. 2023-11-20 /pmc/articles/PMC10694246/ http://dx.doi.org/10.3389/fpsyt.2023.1264174 Text en Copyright © 2023 Liu, Liu, Zheng and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Liu, Guangyan Liu, Wenlin Zheng, Xifeng Li, Junyan The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title | The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title_full | The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title_fullStr | The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title_full_unstemmed | The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title_short | The higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional Mendelian randomization study |
title_sort | higher the household income, the lower the possibility of depression and anxiety disorder: evidence from a bidirectional mendelian randomization study |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694246/ http://dx.doi.org/10.3389/fpsyt.2023.1264174 |
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