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Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study
OBJECTIVE: Previous studies have demonstrated that trimethylamine N-oxide (TMAO) and its precursors, including choline, betaine, and carnitine, are closely associated with blood pressure (BP) changes. Nevertheless, with the limitation of reverse causality and confounder in observational studies, suc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354484/ https://www.ncbi.nlm.nih.gov/pubmed/35935641 http://dx.doi.org/10.3389/fcvm.2022.922441 |
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author | Wang, Han Luo, Qiang Ding, Xunshi Chen, Lifang Zhang, Zheng |
author_facet | Wang, Han Luo, Qiang Ding, Xunshi Chen, Lifang Zhang, Zheng |
author_sort | Wang, Han |
collection | PubMed |
description | OBJECTIVE: Previous studies have demonstrated that trimethylamine N-oxide (TMAO) and its precursors, including choline, betaine, and carnitine, are closely associated with blood pressure (BP) changes. Nevertheless, with the limitation of reverse causality and confounder in observational studies, such a relationship remains unclear. We aimed to assess the causal relationship of TMAO and its precursors with BP by the Mendelian Randomization (MR) approach. METHOD: In this study, two-sample MR was used to reveal the causal effect of TMAO and its precursors on BP. Pooled data of TMAO and its precursors was from genome-wide association studies (GWAS) which includes summary data of human metabolome in 2,076 European participants from Framingham Heart Study. Summary-level data for BP was extracted from the International Consortium of Blood Pressure-Genome Wide Association Studies. Inverse variance weighted (IVW), MR Egger regression, Maximum likelihood, Weighted median, and MR pleiotropy residual sum and outlier test (MR-PRESSO) were used in this MR analysis. RESULTS: A total of 160 independent SNP loci were associated with TMAO and three precursors, including 58 associated with TMAO, 29 associated with choline, 44 associated with betaine, and 29 associated with carnitine, were selected. MR results suggested that a 1 unit increase in TMAO should be associated with a 1SD increase in systolic BP mmHg (beta: 0.039, SE, 0.072, p = 0.020). Additionally, our findings also indicated that a 1 unit increase in carnitine should be associated with a 1SD increase in systolic BP mmHg (beta: 0.055, SE: 0.075, p = 0.039). This result was also confirmed by sensitivity analysis methods such as Maximum likelihood, MR-PRESSO, and Weighted median. No effects of betaine or choline on systolic or diastolic BP were observed in the present study. CONCLUSION: Our study provides evidence of a causal relationship of TMAO and its precursors with BP, suggesting that mediating the generation of TMAO would be beneficial for lowering BP. |
format | Online Article Text |
id | pubmed-9354484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93544842022-08-06 Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study Wang, Han Luo, Qiang Ding, Xunshi Chen, Lifang Zhang, Zheng Front Cardiovasc Med Cardiovascular Medicine OBJECTIVE: Previous studies have demonstrated that trimethylamine N-oxide (TMAO) and its precursors, including choline, betaine, and carnitine, are closely associated with blood pressure (BP) changes. Nevertheless, with the limitation of reverse causality and confounder in observational studies, such a relationship remains unclear. We aimed to assess the causal relationship of TMAO and its precursors with BP by the Mendelian Randomization (MR) approach. METHOD: In this study, two-sample MR was used to reveal the causal effect of TMAO and its precursors on BP. Pooled data of TMAO and its precursors was from genome-wide association studies (GWAS) which includes summary data of human metabolome in 2,076 European participants from Framingham Heart Study. Summary-level data for BP was extracted from the International Consortium of Blood Pressure-Genome Wide Association Studies. Inverse variance weighted (IVW), MR Egger regression, Maximum likelihood, Weighted median, and MR pleiotropy residual sum and outlier test (MR-PRESSO) were used in this MR analysis. RESULTS: A total of 160 independent SNP loci were associated with TMAO and three precursors, including 58 associated with TMAO, 29 associated with choline, 44 associated with betaine, and 29 associated with carnitine, were selected. MR results suggested that a 1 unit increase in TMAO should be associated with a 1SD increase in systolic BP mmHg (beta: 0.039, SE, 0.072, p = 0.020). Additionally, our findings also indicated that a 1 unit increase in carnitine should be associated with a 1SD increase in systolic BP mmHg (beta: 0.055, SE: 0.075, p = 0.039). This result was also confirmed by sensitivity analysis methods such as Maximum likelihood, MR-PRESSO, and Weighted median. No effects of betaine or choline on systolic or diastolic BP were observed in the present study. CONCLUSION: Our study provides evidence of a causal relationship of TMAO and its precursors with BP, suggesting that mediating the generation of TMAO would be beneficial for lowering BP. Frontiers Media S.A. 2022-07-22 /pmc/articles/PMC9354484/ /pubmed/35935641 http://dx.doi.org/10.3389/fcvm.2022.922441 Text en Copyright © 2022 Wang, Luo, Ding, Chen and Zhang. 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 | Cardiovascular Medicine Wang, Han Luo, Qiang Ding, Xunshi Chen, Lifang Zhang, Zheng Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title | Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title_full | Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title_fullStr | Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title_full_unstemmed | Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title_short | Trimethylamine N-oxide and its precursors in relation to blood pressure: A mendelian randomization study |
title_sort | trimethylamine n-oxide and its precursors in relation to blood pressure: a mendelian randomization study |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354484/ https://www.ncbi.nlm.nih.gov/pubmed/35935641 http://dx.doi.org/10.3389/fcvm.2022.922441 |
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