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Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis

BACKGROUND: Epidemiological studies demonstrated that multiple amino acids (AAs) were associated with cardiovascular diseases (CVDs), but whether these associations were causal remains unclear. This study aims to investigate the causal relationships between circulating levels of 20 AAs and 10 CVDs i...

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Autores principales: Hu, Song, Lin, Zhennan, Hu, Meng-Jin, Tan, Jiang-Shan, Guo, Ting-Ting, Huang, Xin, Hua, Lu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559604/
https://www.ncbi.nlm.nih.gov/pubmed/37805555
http://dx.doi.org/10.1186/s12967-023-04580-y
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author Hu, Song
Lin, Zhennan
Hu, Meng-Jin
Tan, Jiang-Shan
Guo, Ting-Ting
Huang, Xin
Hua, Lu
author_facet Hu, Song
Lin, Zhennan
Hu, Meng-Jin
Tan, Jiang-Shan
Guo, Ting-Ting
Huang, Xin
Hua, Lu
author_sort Hu, Song
collection PubMed
description BACKGROUND: Epidemiological studies demonstrated that multiple amino acids (AAs) were associated with cardiovascular diseases (CVDs), but whether these associations were causal remains unclear. This study aims to investigate the causal relationships between circulating levels of 20 AAs and 10 CVDs in European and East Asian populations by Mendelian randomization (MR). METHODS: This MR study utilized single-nucleotide polymorphisms that were significantly associated with AAs as instrumental variables. Summary-level data for AAs and CVDs were obtained from public genome-wide association studies. The causal effects were primarily estimated by inverse variance weighting with multiplicative random effect method. Sensitivity analyses, including weighted median, weighted mode, and MR Egger regression, were used to test the robustness of our results. RESULTS: In the European population, alanine and serine were inversely associated with angina pectoris (AP) and chronic heart failure, respectively. With each unit increase of leucine, the risk of ischemic stroke increased by 10%. Moreover, tyrosine was positively associated with AP and deep vein thrombosis. In the East Asian population, each unit increase in glycine was associated with 4.1% and 9.0% decreased risks of coronary artery disease (CAD) and myocardial infarction (MI), respectively. A unit increase in serine was associated with 13.1%, 12.6% and 15.5% decreased risks of AP, CAD and MI, respectively. Sensitivity analyses supported the robustness of our results. CONCLUSIONS: This MR study demonstrated significant causal effects of circulating levels of AAs on CVDs, indicating the potential use of AAs as biomarkers or as therapeutic targets for CVD in clinical scenarios. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04580-y.
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spelling pubmed-105596042023-10-08 Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis Hu, Song Lin, Zhennan Hu, Meng-Jin Tan, Jiang-Shan Guo, Ting-Ting Huang, Xin Hua, Lu J Transl Med Research BACKGROUND: Epidemiological studies demonstrated that multiple amino acids (AAs) were associated with cardiovascular diseases (CVDs), but whether these associations were causal remains unclear. This study aims to investigate the causal relationships between circulating levels of 20 AAs and 10 CVDs in European and East Asian populations by Mendelian randomization (MR). METHODS: This MR study utilized single-nucleotide polymorphisms that were significantly associated with AAs as instrumental variables. Summary-level data for AAs and CVDs were obtained from public genome-wide association studies. The causal effects were primarily estimated by inverse variance weighting with multiplicative random effect method. Sensitivity analyses, including weighted median, weighted mode, and MR Egger regression, were used to test the robustness of our results. RESULTS: In the European population, alanine and serine were inversely associated with angina pectoris (AP) and chronic heart failure, respectively. With each unit increase of leucine, the risk of ischemic stroke increased by 10%. Moreover, tyrosine was positively associated with AP and deep vein thrombosis. In the East Asian population, each unit increase in glycine was associated with 4.1% and 9.0% decreased risks of coronary artery disease (CAD) and myocardial infarction (MI), respectively. A unit increase in serine was associated with 13.1%, 12.6% and 15.5% decreased risks of AP, CAD and MI, respectively. Sensitivity analyses supported the robustness of our results. CONCLUSIONS: This MR study demonstrated significant causal effects of circulating levels of AAs on CVDs, indicating the potential use of AAs as biomarkers or as therapeutic targets for CVD in clinical scenarios. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04580-y. BioMed Central 2023-10-07 /pmc/articles/PMC10559604/ /pubmed/37805555 http://dx.doi.org/10.1186/s12967-023-04580-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Hu, Song
Lin, Zhennan
Hu, Meng-Jin
Tan, Jiang-Shan
Guo, Ting-Ting
Huang, Xin
Hua, Lu
Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title_full Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title_fullStr Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title_full_unstemmed Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title_short Causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry Mendelian randomization analysis
title_sort causal relationships of circulating amino acids with cardiovascular disease: a trans-ancestry mendelian randomization analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559604/
https://www.ncbi.nlm.nih.gov/pubmed/37805555
http://dx.doi.org/10.1186/s12967-023-04580-y
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