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The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study
BACKGROUND: Circulating levels of amino acids were associated with blood pressure (BP) in observational studies. However, the causation of such associations has been hypothesized but is difficult to prove in human studies. Here, we aimed to use two-sample Mendelian randomization analyses to evaluate...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9615211/ https://www.ncbi.nlm.nih.gov/pubmed/36307799 http://dx.doi.org/10.1186/s12916-022-02612-w |
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author | Lin, Chenhao Sun, Zhonghan Mei, Zhendong Zeng, Hailuan Zhao, Manying Hu, Jianying Xia, Mingfeng Huang, Tao Wang, Chaolong Gao, Xin Zheng, Yan |
author_facet | Lin, Chenhao Sun, Zhonghan Mei, Zhendong Zeng, Hailuan Zhao, Manying Hu, Jianying Xia, Mingfeng Huang, Tao Wang, Chaolong Gao, Xin Zheng, Yan |
author_sort | Lin, Chenhao |
collection | PubMed |
description | BACKGROUND: Circulating levels of amino acids were associated with blood pressure (BP) in observational studies. However, the causation of such associations has been hypothesized but is difficult to prove in human studies. Here, we aimed to use two-sample Mendelian randomization analyses to evaluate the potential causal associations of circulating levels of amino acids with BP and risk of hypertension. METHODS: We generated genetic instruments for circulating levels of nine amino acids by conducting meta-analyses of genome-wide association study (GWAS) in UK Biobank participants with metabolomic data (n = 98,317) and another published metabolomics GWAS (n = 24,925). Data on the associations of the genetic variants with BP and hypertension were obtained in the UK Biobank participants without metabolomic data (n = 286,390). The causal effects were estimated using inverse-variance weighted method. RESULTS: Significant evidence consistently supported the causal effects of increased branched-chain amino acids (BCAAs, i.e., leucine, isoleucine, and valine) levels on higher BP and risk of hypertension (all P < 0.006 after Bonferroni correction except for P(leucine-on-diastolicBP) = 0.008). For example, per standard deviation higher of genetically predicted isoleucine levels were associated with 2.71 ± 0.78 mmHg higher systolic BP and 1.24 ± 0.34 mmHg higher diastolic BP, as well as with 7% higher risk of hypertension (odds ratio: 1.07, [95% CI: 1.04–1.10]). In addition, per standard deviation higher of genetically predicted glycine level was associated with lower systolic BP (− 0.70 ± 0.17 mmHg, P = 4.04 × 10(−5)) and a lower risk of hypertension (0.99 [0.98–0.99], P = 6.46 × 10(−5)). In the reverse direction, genetically predicted higher systolic BP was associated with lower circulating levels of glycine (− 0.025±0.008, P = 0.001). CONCLUSIONS: This study provides evidence for causal impacts of genetically predicted circulating BCAAs and glycine levels on BP. Meanwhile, genetically predicted higher BP was associated with lower glycine levels. Further investigations are warranted to clarify the underlying mechanisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02612-w. |
format | Online Article Text |
id | pubmed-9615211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96152112022-10-29 The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study Lin, Chenhao Sun, Zhonghan Mei, Zhendong Zeng, Hailuan Zhao, Manying Hu, Jianying Xia, Mingfeng Huang, Tao Wang, Chaolong Gao, Xin Zheng, Yan BMC Med Research Article BACKGROUND: Circulating levels of amino acids were associated with blood pressure (BP) in observational studies. However, the causation of such associations has been hypothesized but is difficult to prove in human studies. Here, we aimed to use two-sample Mendelian randomization analyses to evaluate the potential causal associations of circulating levels of amino acids with BP and risk of hypertension. METHODS: We generated genetic instruments for circulating levels of nine amino acids by conducting meta-analyses of genome-wide association study (GWAS) in UK Biobank participants with metabolomic data (n = 98,317) and another published metabolomics GWAS (n = 24,925). Data on the associations of the genetic variants with BP and hypertension were obtained in the UK Biobank participants without metabolomic data (n = 286,390). The causal effects were estimated using inverse-variance weighted method. RESULTS: Significant evidence consistently supported the causal effects of increased branched-chain amino acids (BCAAs, i.e., leucine, isoleucine, and valine) levels on higher BP and risk of hypertension (all P < 0.006 after Bonferroni correction except for P(leucine-on-diastolicBP) = 0.008). For example, per standard deviation higher of genetically predicted isoleucine levels were associated with 2.71 ± 0.78 mmHg higher systolic BP and 1.24 ± 0.34 mmHg higher diastolic BP, as well as with 7% higher risk of hypertension (odds ratio: 1.07, [95% CI: 1.04–1.10]). In addition, per standard deviation higher of genetically predicted glycine level was associated with lower systolic BP (− 0.70 ± 0.17 mmHg, P = 4.04 × 10(−5)) and a lower risk of hypertension (0.99 [0.98–0.99], P = 6.46 × 10(−5)). In the reverse direction, genetically predicted higher systolic BP was associated with lower circulating levels of glycine (− 0.025±0.008, P = 0.001). CONCLUSIONS: This study provides evidence for causal impacts of genetically predicted circulating BCAAs and glycine levels on BP. Meanwhile, genetically predicted higher BP was associated with lower glycine levels. Further investigations are warranted to clarify the underlying mechanisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02612-w. BioMed Central 2022-10-28 /pmc/articles/PMC9615211/ /pubmed/36307799 http://dx.doi.org/10.1186/s12916-022-02612-w Text en © The Author(s) 2022 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 Article Lin, Chenhao Sun, Zhonghan Mei, Zhendong Zeng, Hailuan Zhao, Manying Hu, Jianying Xia, Mingfeng Huang, Tao Wang, Chaolong Gao, Xin Zheng, Yan The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title | The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title_full | The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title_fullStr | The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title_full_unstemmed | The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title_short | The causal associations of circulating amino acids with blood pressure: a Mendelian randomization study |
title_sort | causal associations of circulating amino acids with blood pressure: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9615211/ https://www.ncbi.nlm.nih.gov/pubmed/36307799 http://dx.doi.org/10.1186/s12916-022-02612-w |
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