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Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study
BACKGROUND: This study aimed to explore the association between serum amino acids (AAs) levels and bone mineral density (BMD). METHODS: We performed a two-sample Mendelian randomization (MR) analysis to analyze the associations between the levels of eight AAs and BMD values by using summary-level ge...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8630695/ https://www.ncbi.nlm.nih.gov/pubmed/34858335 http://dx.doi.org/10.3389/fendo.2021.763538 |
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author | Cui, Zhiyong Feng, Hui He, Baichuan He, Jinyao Tian, Yun |
author_facet | Cui, Zhiyong Feng, Hui He, Baichuan He, Jinyao Tian, Yun |
author_sort | Cui, Zhiyong |
collection | PubMed |
description | BACKGROUND: This study aimed to explore the association between serum amino acids (AAs) levels and bone mineral density (BMD). METHODS: We performed a two-sample Mendelian randomization (MR) analysis to analyze the associations between the levels of eight AAs and BMD values by using summary-level genome-wide association study (GWAS) data. We applied the MR Steiger filtering method and MR Pleiotropy RESidual Sum and Outlier (MR-PRESSO) global test to check for and remove single nucleotide polymorphisms (SNPs) that were horizontally pleiotropic. The associations were estimated with the inverse variance weighted (IVW), MR-Egger, weighted median and MR Robust Adjusted Profile Score (MR.RAPS) methods. RESULTS: Our study found that genetically increased isoleucine (Ile) [IVW: effect = 0.1601, 95% confidence interval (CI) = 0.0604 ~ 0.2597, p = 0.0016] and valine (Val) levels (IVW: effect = 0.0953, 95% CI = 0.0251 ~ 0.1655, p = 0.0078) were positively associated with total body BMD (TB-BMD). The results also revealed that genetically increased tyrosine (Tyr) levels were negatively associated with TB-BMD (IVW: effect = -0.1091, 95% CI = -0.1863 ~ -0.0320, p = 0.0055). CONCLUSIONS: In this study, associations between serum AA levels and BMD were established. These findings underscore the important role that serum AAs play in the development of osteoporosis and provide evidence that osteoporosis can be prevented and treated by the intake of certain AAs. |
format | Online Article Text |
id | pubmed-8630695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86306952021-12-01 Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study Cui, Zhiyong Feng, Hui He, Baichuan He, Jinyao Tian, Yun Front Endocrinol (Lausanne) Endocrinology BACKGROUND: This study aimed to explore the association between serum amino acids (AAs) levels and bone mineral density (BMD). METHODS: We performed a two-sample Mendelian randomization (MR) analysis to analyze the associations between the levels of eight AAs and BMD values by using summary-level genome-wide association study (GWAS) data. We applied the MR Steiger filtering method and MR Pleiotropy RESidual Sum and Outlier (MR-PRESSO) global test to check for and remove single nucleotide polymorphisms (SNPs) that were horizontally pleiotropic. The associations were estimated with the inverse variance weighted (IVW), MR-Egger, weighted median and MR Robust Adjusted Profile Score (MR.RAPS) methods. RESULTS: Our study found that genetically increased isoleucine (Ile) [IVW: effect = 0.1601, 95% confidence interval (CI) = 0.0604 ~ 0.2597, p = 0.0016] and valine (Val) levels (IVW: effect = 0.0953, 95% CI = 0.0251 ~ 0.1655, p = 0.0078) were positively associated with total body BMD (TB-BMD). The results also revealed that genetically increased tyrosine (Tyr) levels were negatively associated with TB-BMD (IVW: effect = -0.1091, 95% CI = -0.1863 ~ -0.0320, p = 0.0055). CONCLUSIONS: In this study, associations between serum AA levels and BMD were established. These findings underscore the important role that serum AAs play in the development of osteoporosis and provide evidence that osteoporosis can be prevented and treated by the intake of certain AAs. Frontiers Media S.A. 2021-11-09 /pmc/articles/PMC8630695/ /pubmed/34858335 http://dx.doi.org/10.3389/fendo.2021.763538 Text en Copyright © 2021 Cui, Feng, He, He and Tian 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 | Endocrinology Cui, Zhiyong Feng, Hui He, Baichuan He, Jinyao Tian, Yun Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title | Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title_full | Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title_fullStr | Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title_full_unstemmed | Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title_short | Relationship Between Serum Amino Acid Levels and Bone Mineral Density: A Mendelian Randomization Study |
title_sort | relationship between serum amino acid levels and bone mineral density: a mendelian randomization study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8630695/ https://www.ncbi.nlm.nih.gov/pubmed/34858335 http://dx.doi.org/10.3389/fendo.2021.763538 |
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