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The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence
BACKGROUND: Serum calcium (Ca), vitamin D (VD), and vitamin K (VK) levels are key determinants of vascular calcification, which itself impacts cardiovascular disease (CVD) risk. The specific relationships between the levels of these different compounds and particular forms of CVD, however, remain to...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908996/ https://www.ncbi.nlm.nih.gov/pubmed/36776247 http://dx.doi.org/10.3389/fcvm.2023.1096662 |
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author | Ni, Xiaolin Liu, Lei Yao, Yao Zhang, Chi Su, Huabin Lv, Yuan Li, Rongqiao Sun, Liang Zhou, Qi Zhu, Xiaoquan Yang, Ze Chen, Zuoguan He, Wei Zhu, Huolan Zhang, Shenqi Hu, Caiyou Yuan, Huiping |
author_facet | Ni, Xiaolin Liu, Lei Yao, Yao Zhang, Chi Su, Huabin Lv, Yuan Li, Rongqiao Sun, Liang Zhou, Qi Zhu, Xiaoquan Yang, Ze Chen, Zuoguan He, Wei Zhu, Huolan Zhang, Shenqi Hu, Caiyou Yuan, Huiping |
author_sort | Ni, Xiaolin |
collection | PubMed |
description | BACKGROUND: Serum calcium (Ca), vitamin D (VD), and vitamin K (VK) levels are key determinants of vascular calcification, which itself impacts cardiovascular disease (CVD) risk. The specific relationships between the levels of these different compounds and particular forms of CVD, however, remain to be fully defined. OBJECTIVE: This study was designed to explore the associations between these serum levels and CVDs with the goal of identifying natural interventions capable of controlling vascular calcification and thereby protecting against CVD pathogenesis, extending the healthy lifespan of at-risk individuals. METHODS: Linkage disequilibrium score (LDSC) regression and a two-sample Mendelian randomization (MR) framework were leveraged to systematically examine the causal interplay between these serum levels and nine forms of CVD, as well as longevity through the use of large publically accessible Genome-Wide Association Studies (GWAS) datasets. The optimal concentrations of serum Ca and VD to lower CVD risk were examined through a restrictive cubic spline (RCS) approach. RESULTS: After Bonferroni correction, the positive genetic correlations were observed between serum Ca levels and myocardial infarction (MI) (p = 1.356E–04), as well as coronary artery disease (CAD) (p = 3.601E–04). Negative genetic correlations were detected between levels of VD and CAD (p = 0.035), while elevated VK1 concentrations were causally associated with heart failure (HF) [odds ratios (OR) per 1-standard deviation (SD) increase: 1.044], large artery stroke (LAS) (OR per 1-SD increase: 1.172), and all stroke (AS) (OR per 1-SD increase: 1.041). Higher serum Ca concentrations (OR per 1-SD increase: 0.865) and VD levels (OR per 1-SD increase: 0.777) were causally associated with reduced odds of longevity. These findings remained consistent in sensitivity analyses, and serum Ca and VD concentrations of 2.376 mmol/L and 46.8 nmol/L, respectively, were associated with a lower CVD risk (p < 0.001). CONCLUSION: Our findings support a genetic correlation between serum Ca and VD and CVD risk, and a causal relationship between VK1 levels and CVD risk. The optimal serum Ca (2.376 mmol/L) and VD levels (46.8 nmol/L) can reduce cardiovascular risk. |
format | Online Article Text |
id | pubmed-9908996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99089962023-02-10 The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence Ni, Xiaolin Liu, Lei Yao, Yao Zhang, Chi Su, Huabin Lv, Yuan Li, Rongqiao Sun, Liang Zhou, Qi Zhu, Xiaoquan Yang, Ze Chen, Zuoguan He, Wei Zhu, Huolan Zhang, Shenqi Hu, Caiyou Yuan, Huiping Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Serum calcium (Ca), vitamin D (VD), and vitamin K (VK) levels are key determinants of vascular calcification, which itself impacts cardiovascular disease (CVD) risk. The specific relationships between the levels of these different compounds and particular forms of CVD, however, remain to be fully defined. OBJECTIVE: This study was designed to explore the associations between these serum levels and CVDs with the goal of identifying natural interventions capable of controlling vascular calcification and thereby protecting against CVD pathogenesis, extending the healthy lifespan of at-risk individuals. METHODS: Linkage disequilibrium score (LDSC) regression and a two-sample Mendelian randomization (MR) framework were leveraged to systematically examine the causal interplay between these serum levels and nine forms of CVD, as well as longevity through the use of large publically accessible Genome-Wide Association Studies (GWAS) datasets. The optimal concentrations of serum Ca and VD to lower CVD risk were examined through a restrictive cubic spline (RCS) approach. RESULTS: After Bonferroni correction, the positive genetic correlations were observed between serum Ca levels and myocardial infarction (MI) (p = 1.356E–04), as well as coronary artery disease (CAD) (p = 3.601E–04). Negative genetic correlations were detected between levels of VD and CAD (p = 0.035), while elevated VK1 concentrations were causally associated with heart failure (HF) [odds ratios (OR) per 1-standard deviation (SD) increase: 1.044], large artery stroke (LAS) (OR per 1-SD increase: 1.172), and all stroke (AS) (OR per 1-SD increase: 1.041). Higher serum Ca concentrations (OR per 1-SD increase: 0.865) and VD levels (OR per 1-SD increase: 0.777) were causally associated with reduced odds of longevity. These findings remained consistent in sensitivity analyses, and serum Ca and VD concentrations of 2.376 mmol/L and 46.8 nmol/L, respectively, were associated with a lower CVD risk (p < 0.001). CONCLUSION: Our findings support a genetic correlation between serum Ca and VD and CVD risk, and a causal relationship between VK1 levels and CVD risk. The optimal serum Ca (2.376 mmol/L) and VD levels (46.8 nmol/L) can reduce cardiovascular risk. Frontiers Media S.A. 2023-01-26 /pmc/articles/PMC9908996/ /pubmed/36776247 http://dx.doi.org/10.3389/fcvm.2023.1096662 Text en Copyright © 2023 Ni, Liu, Yao, Zhang, Su, Lv, Li, Sun, Zhou, Zhu, Yang, Chen, He, Zhu, Zhang, Hu and Yuan. 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 Ni, Xiaolin Liu, Lei Yao, Yao Zhang, Chi Su, Huabin Lv, Yuan Li, Rongqiao Sun, Liang Zhou, Qi Zhu, Xiaoquan Yang, Ze Chen, Zuoguan He, Wei Zhu, Huolan Zhang, Shenqi Hu, Caiyou Yuan, Huiping The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title | The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title_full | The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title_fullStr | The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title_full_unstemmed | The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title_short | The genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
title_sort | genetic correlation and causal association between key factors that influence vascular calcification and cardiovascular disease incidence |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908996/ https://www.ncbi.nlm.nih.gov/pubmed/36776247 http://dx.doi.org/10.3389/fcvm.2023.1096662 |
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