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Socioeconomic status and asthma: A bidirectional Mendelian randomization study
BACKGROUND: Asthma is closely associated with lower socioeconomic status (SES), while the causal relationship between asthma and SES is undetermined. We aim to examine bidirectional relationships between asthma and SES using two-sample bidirectional Mendelian randomization (MR) for assessing potenti...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
World Allergy Organization
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362521/ https://www.ncbi.nlm.nih.gov/pubmed/37484875 http://dx.doi.org/10.1016/j.waojou.2023.100790 |
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author | Peng, Liang Wen, Wei-Ping |
author_facet | Peng, Liang Wen, Wei-Ping |
author_sort | Peng, Liang |
collection | PubMed |
description | BACKGROUND: Asthma is closely associated with lower socioeconomic status (SES), while the causal relationship between asthma and SES is undetermined. We aim to examine bidirectional relationships between asthma and SES using two-sample bidirectional Mendelian randomization (MR) for assessing potential causal inference. METHODS: Education attainment (years of schooling), household income, and Townsend deprivation index (TDI) were 3 indicators of SES considered in our study. The genetic summary data for SES and asthma were retrieved from publicly available genome-wide association studies (GWASs) conducted in participants of European ancestry. The MR estimates from each genetic instrument were combined using random effects inverse variance weighted (IVW) meta-analysis, with alternate methods (eg, MR-Egger, weighted median). Horizontal pleiotropy was assessed by sensitivity analyses. Analyses were performed using the package TwoSampleMR in R. RESULTS: The genetically instrumented years of schooling, household income, and TDI were not associated with the risk of asthma. However, according to the IVW method, 1.72 times increase in the odds ratio (OR) for asthma will lead to 0.024 standard deviation (SD) decrease in the years of schooling, 0.026 SD decrease in the household income, and 0.016 SD increase in the TDI. Although the substantial heterogeneity may undermine the reliability of results to some extent, sensitivity analyses further supported the causation of low household income by asthma. CONCLUSION: Our study indicated that genetically predicted asthma may play a causal role in lowering the household income. However, the causal role of lower SES in asthma development was not supported by our MR analyses. Considering the heterogeneity in the current study, additional MR studies are needed to validate the results in the future. |
format | Online Article Text |
id | pubmed-10362521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | World Allergy Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-103625212023-07-23 Socioeconomic status and asthma: A bidirectional Mendelian randomization study Peng, Liang Wen, Wei-Ping World Allergy Organ J Full Length Article BACKGROUND: Asthma is closely associated with lower socioeconomic status (SES), while the causal relationship between asthma and SES is undetermined. We aim to examine bidirectional relationships between asthma and SES using two-sample bidirectional Mendelian randomization (MR) for assessing potential causal inference. METHODS: Education attainment (years of schooling), household income, and Townsend deprivation index (TDI) were 3 indicators of SES considered in our study. The genetic summary data for SES and asthma were retrieved from publicly available genome-wide association studies (GWASs) conducted in participants of European ancestry. The MR estimates from each genetic instrument were combined using random effects inverse variance weighted (IVW) meta-analysis, with alternate methods (eg, MR-Egger, weighted median). Horizontal pleiotropy was assessed by sensitivity analyses. Analyses were performed using the package TwoSampleMR in R. RESULTS: The genetically instrumented years of schooling, household income, and TDI were not associated with the risk of asthma. However, according to the IVW method, 1.72 times increase in the odds ratio (OR) for asthma will lead to 0.024 standard deviation (SD) decrease in the years of schooling, 0.026 SD decrease in the household income, and 0.016 SD increase in the TDI. Although the substantial heterogeneity may undermine the reliability of results to some extent, sensitivity analyses further supported the causation of low household income by asthma. CONCLUSION: Our study indicated that genetically predicted asthma may play a causal role in lowering the household income. However, the causal role of lower SES in asthma development was not supported by our MR analyses. Considering the heterogeneity in the current study, additional MR studies are needed to validate the results in the future. World Allergy Organization 2023-06-15 /pmc/articles/PMC10362521/ /pubmed/37484875 http://dx.doi.org/10.1016/j.waojou.2023.100790 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Full Length Article Peng, Liang Wen, Wei-Ping Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title | Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title_full | Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title_fullStr | Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title_full_unstemmed | Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title_short | Socioeconomic status and asthma: A bidirectional Mendelian randomization study |
title_sort | socioeconomic status and asthma: a bidirectional mendelian randomization study |
topic | Full Length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362521/ https://www.ncbi.nlm.nih.gov/pubmed/37484875 http://dx.doi.org/10.1016/j.waojou.2023.100790 |
work_keys_str_mv | AT pengliang socioeconomicstatusandasthmaabidirectionalmendelianrandomizationstudy AT wenweiping socioeconomicstatusandasthmaabidirectionalmendelianrandomizationstudy |