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Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study

OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with neurological disorders and aging. However, the potential causal effect between the two remains unclear. We therefore aimed to investigate the causal relationship between household income status and genetic s...

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Autores principales: Nong, Weidong, Mo, Gui, Luo, Chun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411908/
https://www.ncbi.nlm.nih.gov/pubmed/37564429
http://dx.doi.org/10.3389/fpubh.2023.1202747
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author Nong, Weidong
Mo, Gui
Luo, Chun
author_facet Nong, Weidong
Mo, Gui
Luo, Chun
author_sort Nong, Weidong
collection PubMed
description OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with neurological disorders and aging. However, the potential causal effect between the two remains unclear. We therefore aimed to investigate the causal relationship between household income status and genetic susceptibility to neurological diseases using a bidirectional Mendelian randomization (MR) study. METHODS: An MR study was conducted on a large-sample cohort of the European population pulled from a publicly available genome-wide association study dataset, using a random-effects inverse-variance weighting model as the main standard. MR-Egger regression, weighted median, and maximum likelihood estimation were also performed concurrently as supplements. A sensitivity analysis, consisting of a heterogeneity test and horizontal pleiotropy test, was performed using Cochran’s Q, MR-Egger intercept, and MR-PRESSO tests to ensure the reliability of the conclusion. RESULTS: The results suggested that higher household income tended to lower the risk of genetic susceptibility to Alzheimer’s disease (odds ratio [OR]: 0.740, 95% confidence interval [CI] = 0.559–0.980, p-value = 0.036) and ischemic stroke (OR: 0.801, 95% CI = 0.662–0.968, p-value = 0.022). By contrast, higher household income tended to increase the risk of genetic susceptibility to Parkinson’s disease (OR: 2.605, 95% CI = 1.413–4.802, p-value = 0.002). No associations were evident for intracranial hemorrhage (OR: 1.002, 95% CI = 0.607–1.653, p-value = 0.993), cerebral aneurysm (OR: 0.597, 95% CI = 0.243–1.465, p-value = 0.260), subarachnoid hemorrhage (OR: 1.474, 95% CI = 0.699–3.110, p-value = 0.308), or epilepsy (OR: 1.029, 95% CI = 0.662–1.600, p-value = 0.899). The reverse MR study suggested no reverse causal relationship between neurological disorders and household income status. A sensitivity analysis verified the reliability of the results. CONCLUSION: Our results revealed that the populations with a superior household income exhibit an increased predisposition of genetic susceptibility to Parkinson’s Disease, while demonstrating a potential decreased genetic susceptibility to ischemic stroke and Alzheimer’s disease.
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spelling pubmed-104119082023-08-10 Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study Nong, Weidong Mo, Gui Luo, Chun Front Public Health Public Health OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with neurological disorders and aging. However, the potential causal effect between the two remains unclear. We therefore aimed to investigate the causal relationship between household income status and genetic susceptibility to neurological diseases using a bidirectional Mendelian randomization (MR) study. METHODS: An MR study was conducted on a large-sample cohort of the European population pulled from a publicly available genome-wide association study dataset, using a random-effects inverse-variance weighting model as the main standard. MR-Egger regression, weighted median, and maximum likelihood estimation were also performed concurrently as supplements. A sensitivity analysis, consisting of a heterogeneity test and horizontal pleiotropy test, was performed using Cochran’s Q, MR-Egger intercept, and MR-PRESSO tests to ensure the reliability of the conclusion. RESULTS: The results suggested that higher household income tended to lower the risk of genetic susceptibility to Alzheimer’s disease (odds ratio [OR]: 0.740, 95% confidence interval [CI] = 0.559–0.980, p-value = 0.036) and ischemic stroke (OR: 0.801, 95% CI = 0.662–0.968, p-value = 0.022). By contrast, higher household income tended to increase the risk of genetic susceptibility to Parkinson’s disease (OR: 2.605, 95% CI = 1.413–4.802, p-value = 0.002). No associations were evident for intracranial hemorrhage (OR: 1.002, 95% CI = 0.607–1.653, p-value = 0.993), cerebral aneurysm (OR: 0.597, 95% CI = 0.243–1.465, p-value = 0.260), subarachnoid hemorrhage (OR: 1.474, 95% CI = 0.699–3.110, p-value = 0.308), or epilepsy (OR: 1.029, 95% CI = 0.662–1.600, p-value = 0.899). The reverse MR study suggested no reverse causal relationship between neurological disorders and household income status. A sensitivity analysis verified the reliability of the results. CONCLUSION: Our results revealed that the populations with a superior household income exhibit an increased predisposition of genetic susceptibility to Parkinson’s Disease, while demonstrating a potential decreased genetic susceptibility to ischemic stroke and Alzheimer’s disease. Frontiers Media S.A. 2023-07-26 /pmc/articles/PMC10411908/ /pubmed/37564429 http://dx.doi.org/10.3389/fpubh.2023.1202747 Text en Copyright © 2023 Nong, Mo and Luo. 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 Public Health
Nong, Weidong
Mo, Gui
Luo, Chun
Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title_full Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title_fullStr Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title_full_unstemmed Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title_short Exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a Mendelian randomization study
title_sort exploring the bidirectional causal link between household income status and genetic susceptibility to neurological diseases: findings from a mendelian randomization study
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411908/
https://www.ncbi.nlm.nih.gov/pubmed/37564429
http://dx.doi.org/10.3389/fpubh.2023.1202747
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