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Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study

Although observational studies have shown that abnormal systemic iron status is associated with an increased risk of heart failure (HF), it remains unclear whether this relationship represents true causality. We aimed to explore the causal relationship between iron status and HF risk. Two-sample Men...

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Autores principales: Wang, Xingchen, Wang, Xizhi, Gong, Yingchao, Chen, Xiaoou, Zhong, Danfeng, Zhu, Jun, Zhuang, Lenan, Gao, Jing, Fu, Guosheng, Lu, Xue, Lai, Dongwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412602/
https://www.ncbi.nlm.nih.gov/pubmed/36014764
http://dx.doi.org/10.3390/nu14163258
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author Wang, Xingchen
Wang, Xizhi
Gong, Yingchao
Chen, Xiaoou
Zhong, Danfeng
Zhu, Jun
Zhuang, Lenan
Gao, Jing
Fu, Guosheng
Lu, Xue
Lai, Dongwu
author_facet Wang, Xingchen
Wang, Xizhi
Gong, Yingchao
Chen, Xiaoou
Zhong, Danfeng
Zhu, Jun
Zhuang, Lenan
Gao, Jing
Fu, Guosheng
Lu, Xue
Lai, Dongwu
author_sort Wang, Xingchen
collection PubMed
description Although observational studies have shown that abnormal systemic iron status is associated with an increased risk of heart failure (HF), it remains unclear whether this relationship represents true causality. We aimed to explore the causal relationship between iron status and HF risk. Two-sample Mendelian randomisation (MR) was applied to obtain a causal estimate. Genetic summary statistical data for the associations (p < 5 × 10(−8)) between single nucleotide polymorphisms (SNPs) and four iron status parameters were obtained from the Genetics of Iron Status Consortium in genome-wide association studies involving 48,972 subjects. Statistical data on the association of SNPs with HF were extracted from the UK biobank consortium (including 1088 HF cases and 360,106 controls). The results were further tested using MR based on the Bayesian model averaging (MR-BMA) and multivariate MR (MVMR). Of the twelve SNPs considered to be valid instrumental variables, three SNPs (rs1800562, rs855791, and rs1799945) were associated with all four iron biomarkers. Genetically predicted iron status biomarkers were not causally associated with HF risk (all p > 0.05). Sensitivity analysis did not show evidence of potential heterogeneity and horizontal pleiotropy. Convincing evidence to support a causal relationship between iron status and HF risk was not found. The strong relationship between abnormal iron status and HF risk may be explained by an indirect mechanism.
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spelling pubmed-94126022022-08-27 Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study Wang, Xingchen Wang, Xizhi Gong, Yingchao Chen, Xiaoou Zhong, Danfeng Zhu, Jun Zhuang, Lenan Gao, Jing Fu, Guosheng Lu, Xue Lai, Dongwu Nutrients Article Although observational studies have shown that abnormal systemic iron status is associated with an increased risk of heart failure (HF), it remains unclear whether this relationship represents true causality. We aimed to explore the causal relationship between iron status and HF risk. Two-sample Mendelian randomisation (MR) was applied to obtain a causal estimate. Genetic summary statistical data for the associations (p < 5 × 10(−8)) between single nucleotide polymorphisms (SNPs) and four iron status parameters were obtained from the Genetics of Iron Status Consortium in genome-wide association studies involving 48,972 subjects. Statistical data on the association of SNPs with HF were extracted from the UK biobank consortium (including 1088 HF cases and 360,106 controls). The results were further tested using MR based on the Bayesian model averaging (MR-BMA) and multivariate MR (MVMR). Of the twelve SNPs considered to be valid instrumental variables, three SNPs (rs1800562, rs855791, and rs1799945) were associated with all four iron biomarkers. Genetically predicted iron status biomarkers were not causally associated with HF risk (all p > 0.05). Sensitivity analysis did not show evidence of potential heterogeneity and horizontal pleiotropy. Convincing evidence to support a causal relationship between iron status and HF risk was not found. The strong relationship between abnormal iron status and HF risk may be explained by an indirect mechanism. MDPI 2022-08-09 /pmc/articles/PMC9412602/ /pubmed/36014764 http://dx.doi.org/10.3390/nu14163258 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Xingchen
Wang, Xizhi
Gong, Yingchao
Chen, Xiaoou
Zhong, Danfeng
Zhu, Jun
Zhuang, Lenan
Gao, Jing
Fu, Guosheng
Lu, Xue
Lai, Dongwu
Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title_full Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title_fullStr Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title_full_unstemmed Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title_short Appraising the Causal Association between Systemic Iron Status and Heart Failure Risk: A Mendelian Randomisation Study
title_sort appraising the causal association between systemic iron status and heart failure risk: a mendelian randomisation study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412602/
https://www.ncbi.nlm.nih.gov/pubmed/36014764
http://dx.doi.org/10.3390/nu14163258
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