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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...

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Autores principales: Wang, Han, Luo, Qiang, Ding, Xunshi, Chen, Lifang, Zhang, Zheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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