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Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study
BACKGROUND: Previous observational studies have shown intimate associations between fatty acids (FAs) and dilated cardiomyopathy (DCM). However, due to the confounding factors and reverse causal association found in observational epidemiological studies, the etiological explanation is not credible....
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/PMC9980906/ https://www.ncbi.nlm.nih.gov/pubmed/36875854 http://dx.doi.org/10.3389/fnut.2023.1068050 |
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author | Zhang, Jiexin Luo, Qiang Hou, Jun Xiao, Wenjing Long, Pan Hu, Yonghe Chen, Xin Wang, Han |
author_facet | Zhang, Jiexin Luo, Qiang Hou, Jun Xiao, Wenjing Long, Pan Hu, Yonghe Chen, Xin Wang, Han |
author_sort | Zhang, Jiexin |
collection | PubMed |
description | BACKGROUND: Previous observational studies have shown intimate associations between fatty acids (FAs) and dilated cardiomyopathy (DCM). However, due to the confounding factors and reverse causal association found in observational epidemiological studies, the etiological explanation is not credible. OBJECTIVE: To exclude possible confounding factors and reverse causal associations found in observational epidemiological studies, we used the two-sample Mendelian randomization (MR) analysis to verify the causal relationship between FAs and DCM risk. METHOD: All data of 54 FAs were downloaded from the genome-wide association studies (GWAS) catalog, and the summary statistics of DCM were extracted from the HF Molecular Epidemiology for Therapeutic Targets Consortium GWAS. Two-sample MR analysis was conducted to evaluate the causal effect of FAs on DCM risk through several analytical methods, including MR-Egger, inverse variance weighting (IVW), maximum likelihood, weighted median estimator (WME), and the MR pleiotropy residual sum and outlier test (MRPRESSO). Directionality tests using MR-Steiger to assess the possibility of reverse causation. RESULTS: Our analysis identified two FAs, oleic acid and fatty acid (18:1)-OH, that may have a significant causal effect on DCM. MR analyses indicated that oleic acid was suggestively associated with a heightened risk of DCM (OR = 1.291, 95%CI: 1.044–1.595, P = 0.018). As a probable metabolite of oleic acid, fatty acid (18:1)-OH has a suggestive association with a lower risk of DCM (OR = 0.402, 95%CI: 0.167–0.966, P = 0.041). The results of the directionality test suggested that there was no reverse causality between exposure and outcome (P < 0.001). In contrast, the other 52 available FAs were discovered to have no significant causal relationships with DCM (P > 0.05). CONCLUSION: Our findings propose that oleic acid and fatty acid (18:1)-OH may have causal relationships with DCM, indicating that the risk of DCM from oleic acid may be decreased by encouraging the conversion of oleic acid to fatty acid (18:1)-OH. |
format | Online Article Text |
id | pubmed-9980906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99809062023-03-03 Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study Zhang, Jiexin Luo, Qiang Hou, Jun Xiao, Wenjing Long, Pan Hu, Yonghe Chen, Xin Wang, Han Front Nutr Nutrition BACKGROUND: Previous observational studies have shown intimate associations between fatty acids (FAs) and dilated cardiomyopathy (DCM). However, due to the confounding factors and reverse causal association found in observational epidemiological studies, the etiological explanation is not credible. OBJECTIVE: To exclude possible confounding factors and reverse causal associations found in observational epidemiological studies, we used the two-sample Mendelian randomization (MR) analysis to verify the causal relationship between FAs and DCM risk. METHOD: All data of 54 FAs were downloaded from the genome-wide association studies (GWAS) catalog, and the summary statistics of DCM were extracted from the HF Molecular Epidemiology for Therapeutic Targets Consortium GWAS. Two-sample MR analysis was conducted to evaluate the causal effect of FAs on DCM risk through several analytical methods, including MR-Egger, inverse variance weighting (IVW), maximum likelihood, weighted median estimator (WME), and the MR pleiotropy residual sum and outlier test (MRPRESSO). Directionality tests using MR-Steiger to assess the possibility of reverse causation. RESULTS: Our analysis identified two FAs, oleic acid and fatty acid (18:1)-OH, that may have a significant causal effect on DCM. MR analyses indicated that oleic acid was suggestively associated with a heightened risk of DCM (OR = 1.291, 95%CI: 1.044–1.595, P = 0.018). As a probable metabolite of oleic acid, fatty acid (18:1)-OH has a suggestive association with a lower risk of DCM (OR = 0.402, 95%CI: 0.167–0.966, P = 0.041). The results of the directionality test suggested that there was no reverse causality between exposure and outcome (P < 0.001). In contrast, the other 52 available FAs were discovered to have no significant causal relationships with DCM (P > 0.05). CONCLUSION: Our findings propose that oleic acid and fatty acid (18:1)-OH may have causal relationships with DCM, indicating that the risk of DCM from oleic acid may be decreased by encouraging the conversion of oleic acid to fatty acid (18:1)-OH. Frontiers Media S.A. 2023-02-16 /pmc/articles/PMC9980906/ /pubmed/36875854 http://dx.doi.org/10.3389/fnut.2023.1068050 Text en Copyright © 2023 Zhang, Luo, Hou, Xiao, Long, Hu, Chen and Wang. 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 | Nutrition Zhang, Jiexin Luo, Qiang Hou, Jun Xiao, Wenjing Long, Pan Hu, Yonghe Chen, Xin Wang, Han Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title | Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title_full | Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title_fullStr | Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title_full_unstemmed | Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title_short | Fatty acids and risk of dilated cardiomyopathy: A two-sample Mendelian randomization study |
title_sort | fatty acids and risk of dilated cardiomyopathy: a two-sample mendelian randomization study |
topic | Nutrition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980906/ https://www.ncbi.nlm.nih.gov/pubmed/36875854 http://dx.doi.org/10.3389/fnut.2023.1068050 |
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