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Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study
OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with cardiovascular health. However, the potential causal effect remains unclear. Hence, we aimed to investigate the causal relationship between household income status and genetic susceptibility to cardiovascula...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124030/ https://www.ncbi.nlm.nih.gov/pubmed/37095467 http://dx.doi.org/10.1186/s12889-023-15561-7 |
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author | Zheng, Xifeng Yang, Yu Chen, Jianying Lu, Bing |
author_facet | Zheng, Xifeng Yang, Yu Chen, Jianying Lu, Bing |
author_sort | Zheng, Xifeng |
collection | PubMed |
description | OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with cardiovascular health. However, the potential causal effect remains unclear. Hence, we aimed to investigate the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases using a bidirectional Mendelian randomization (MR) study. METHODS: An MR study based on a large-sample cohort of the European population from a publicly available genome-wide association study datasets was conducted using a random-effects inverse-variance weighting model as the main standard. Simultaneously, MR-Egger regression, weighted median, and maximum likelihood estimation were used as supplements. 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 myocardial infarction (OR: 0.503, 95% CI = 0.405–0.625, P < 0.001), hypertension (OR: 0.667, 95% CI = 0.522–0.851, P = 0.001), coronary artery disease (OR: 0.674, 95% CI = 0.509–0.893, P = 0.005), type 2 diabetes (OR: 0.642, 95% CI = 0.464–0.889, P = 0.007), heart failure (OR: 0.825, 95% CI = 0.709–0.960, P = 0.013), and ischemic stroke (OR: 0.801, 95% CI = 0.662–0.968, P = 0.022). In contrast, no association was evident with atrial fibrillation (OR: 0.970, 95% CI = 0.767–1.226, P = 0.798). The reverse MR study suggested a potentially negative trend between heart failure and household income status. A sensitivity analysis verified the reliability of the results. CONCLUSIONS: The results revealed that the population with higher household income tended to have a lower risk of genetic susceptibility to myocardial infarction and hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-15561-7. |
format | Online Article Text |
id | pubmed-10124030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101240302023-04-25 Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study Zheng, Xifeng Yang, Yu Chen, Jianying Lu, Bing BMC Public Health Research OBJECTIVES: Observational studies have revealed that socioeconomic status is associated with cardiovascular health. However, the potential causal effect remains unclear. Hence, we aimed to investigate the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases using a bidirectional Mendelian randomization (MR) study. METHODS: An MR study based on a large-sample cohort of the European population from a publicly available genome-wide association study datasets was conducted using a random-effects inverse-variance weighting model as the main standard. Simultaneously, MR-Egger regression, weighted median, and maximum likelihood estimation were used as supplements. 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 myocardial infarction (OR: 0.503, 95% CI = 0.405–0.625, P < 0.001), hypertension (OR: 0.667, 95% CI = 0.522–0.851, P = 0.001), coronary artery disease (OR: 0.674, 95% CI = 0.509–0.893, P = 0.005), type 2 diabetes (OR: 0.642, 95% CI = 0.464–0.889, P = 0.007), heart failure (OR: 0.825, 95% CI = 0.709–0.960, P = 0.013), and ischemic stroke (OR: 0.801, 95% CI = 0.662–0.968, P = 0.022). In contrast, no association was evident with atrial fibrillation (OR: 0.970, 95% CI = 0.767–1.226, P = 0.798). The reverse MR study suggested a potentially negative trend between heart failure and household income status. A sensitivity analysis verified the reliability of the results. CONCLUSIONS: The results revealed that the population with higher household income tended to have a lower risk of genetic susceptibility to myocardial infarction and hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-15561-7. BioMed Central 2023-04-24 /pmc/articles/PMC10124030/ /pubmed/37095467 http://dx.doi.org/10.1186/s12889-023-15561-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zheng, Xifeng Yang, Yu Chen, Jianying Lu, Bing Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title | Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title_full | Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title_fullStr | Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title_full_unstemmed | Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title_short | Dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: Insights from bidirectional mendelian randomization study |
title_sort | dissecting the causal relationship between household income status and genetic susceptibility to cardiovascular-related diseases: insights from bidirectional mendelian randomization study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124030/ https://www.ncbi.nlm.nih.gov/pubmed/37095467 http://dx.doi.org/10.1186/s12889-023-15561-7 |
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