The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study
Abstract Background Growth differentiation factor 15 (GDF-15), a stress responsive cytokine, belongs to transforming growth factor β cytokine superfamily. Some evidence support that it’s involved in inflammation, coagulation, oxidative stress, endothelial dysfunction, and hemostasis. However, it’s s...
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doaj-f8342bc43c88424ebf8e5457ffcc7eb02020-11-25T03:56:54ZengBMCBMC Cardiovascular Disorders1471-22612020-10-012011710.1186/s12872-020-01744-2The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization studyZhuo Wang0Fangkun Yang1Menghuai Ma2Qinyi Bao3Jinlian Shen4Feiming Ye5Xiaojie Xie6Department of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineDepartment of Cardiology, Second Affiliated Hospital, Zhejiang University School of MedicineAbstract Background Growth differentiation factor 15 (GDF-15), a stress responsive cytokine, belongs to transforming growth factor β cytokine superfamily. Some evidence support that it’s involved in inflammation, coagulation, oxidative stress, endothelial dysfunction, and hemostasis. However, it’s still controversial whether GDF-15 directly contributes to the morbidity and mortality of patients suffered with cardiovascular disease (CVD). Besides prospective cohort study and randomized controlled trial, Mendelian randomization (MR) is a genetic epidemiological method that exploits genetic variants as unbiased proxies for modifiable to determine the causal relationships between exposures and health outcomes. Herein, we introduced a two-sample MR approach to evaluate the causal relationships of circulating GDF-15 levels with major CVDs incidence. Methods Genetic instruments and summary statistics for two-sample MR analysis were obtained from 5 independent large genome-wide association studies (GWAS) to investigate the causal correlation between circulating GDF-15 levels and 9 CVDs, respectively. Conventional inverse variance weighted method was adopted to evaluate the causality of GDF-15 with different outcomes; weighted median and MR egger were used for sensitivity analyses. Results Among 9 SNPs identified from 5 GWASs in 2.6 million individuals, 5 SNPs (rs1227731, rs3195944, rs17725099, rs888663, rs749451) coming from chromosome 19 and containing the PGPEP1 and GDF-15 genes were employed. Based on the instruments, circulating GDF-15 levels significantly linked to the increased risk of cardioembolic stroke, atrial fibrillation, coronary artery disease and myocardial infarction. However, no significant causal association was observed for circulating GDF-15 levels with the incidence of any ischemic stroke, large-artery atherosclerotic stroke, small vessel stroke, heart failure and nonischemic cardiomyopathy. Conclusions The MR study provides with genetic evidence for the causal relationship of circulating GDF-15 levels with the increased risk of cardioembolic stroke, atrial fibrillation, coronary artery disease and myocardial infarction, but not any ischemic stroke, large-artery atherosclerotic stroke, small vessel stroke, heart failure and nonischemic cardiomyopathy. It indicates that GDF-15 might be a promising biomarker or potential therapeutic target for some CVDs.http://link.springer.com/article/10.1186/s12872-020-01744-2Cardiovascular diseasesGrowth differentiation factor 15Mendelian randomizationAtrial fibrillationCardioembolic strokeCoronary artery disease |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhuo Wang Fangkun Yang Menghuai Ma Qinyi Bao Jinlian Shen Feiming Ye Xiaojie Xie |
spellingShingle |
Zhuo Wang Fangkun Yang Menghuai Ma Qinyi Bao Jinlian Shen Feiming Ye Xiaojie Xie The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study BMC Cardiovascular Disorders Cardiovascular diseases Growth differentiation factor 15 Mendelian randomization Atrial fibrillation Cardioembolic stroke Coronary artery disease |
author_facet |
Zhuo Wang Fangkun Yang Menghuai Ma Qinyi Bao Jinlian Shen Feiming Ye Xiaojie Xie |
author_sort |
Zhuo Wang |
title |
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study |
title_short |
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study |
title_full |
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study |
title_fullStr |
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study |
title_full_unstemmed |
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study |
title_sort |
impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample mendelian randomization study |
publisher |
BMC |
series |
BMC Cardiovascular Disorders |
issn |
1471-2261 |
publishDate |
2020-10-01 |
description |
Abstract Background Growth differentiation factor 15 (GDF-15), a stress responsive cytokine, belongs to transforming growth factor β cytokine superfamily. Some evidence support that it’s involved in inflammation, coagulation, oxidative stress, endothelial dysfunction, and hemostasis. However, it’s still controversial whether GDF-15 directly contributes to the morbidity and mortality of patients suffered with cardiovascular disease (CVD). Besides prospective cohort study and randomized controlled trial, Mendelian randomization (MR) is a genetic epidemiological method that exploits genetic variants as unbiased proxies for modifiable to determine the causal relationships between exposures and health outcomes. Herein, we introduced a two-sample MR approach to evaluate the causal relationships of circulating GDF-15 levels with major CVDs incidence. Methods Genetic instruments and summary statistics for two-sample MR analysis were obtained from 5 independent large genome-wide association studies (GWAS) to investigate the causal correlation between circulating GDF-15 levels and 9 CVDs, respectively. Conventional inverse variance weighted method was adopted to evaluate the causality of GDF-15 with different outcomes; weighted median and MR egger were used for sensitivity analyses. Results Among 9 SNPs identified from 5 GWASs in 2.6 million individuals, 5 SNPs (rs1227731, rs3195944, rs17725099, rs888663, rs749451) coming from chromosome 19 and containing the PGPEP1 and GDF-15 genes were employed. Based on the instruments, circulating GDF-15 levels significantly linked to the increased risk of cardioembolic stroke, atrial fibrillation, coronary artery disease and myocardial infarction. However, no significant causal association was observed for circulating GDF-15 levels with the incidence of any ischemic stroke, large-artery atherosclerotic stroke, small vessel stroke, heart failure and nonischemic cardiomyopathy. Conclusions The MR study provides with genetic evidence for the causal relationship of circulating GDF-15 levels with the increased risk of cardioembolic stroke, atrial fibrillation, coronary artery disease and myocardial infarction, but not any ischemic stroke, large-artery atherosclerotic stroke, small vessel stroke, heart failure and nonischemic cardiomyopathy. It indicates that GDF-15 might be a promising biomarker or potential therapeutic target for some CVDs. |
topic |
Cardiovascular diseases Growth differentiation factor 15 Mendelian randomization Atrial fibrillation Cardioembolic stroke Coronary artery disease |
url |
http://link.springer.com/article/10.1186/s12872-020-01744-2 |
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