Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Lin, Chenhao, Sun, Zhonghan, Mei, Zhendong, Zeng, Hailuan, Zhao, Manying, Hu, Jianying, Xia, Mingfeng, Huang, Tao, Wang, Chaolong, Gao, Xin, Zheng, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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
_version_ 1784820370806669312
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
work_keys_str_mv AT linchenhao thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT sunzhonghan thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT meizhendong thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zenghailuan thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zhaomanying thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT hujianying thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT xiamingfeng thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT huangtao thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT wangchaolong thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT gaoxin thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zhengyan thecausalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT linchenhao causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT sunzhonghan causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT meizhendong causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zenghailuan causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zhaomanying causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT hujianying causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT xiamingfeng causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT huangtao causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT wangchaolong causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT gaoxin causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy
AT zhengyan causalassociationsofcirculatingaminoacidswithbloodpressureamendelianrandomizationstudy