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...

Full description

Bibliographic Details
Main Authors: Zhuo Wang, Fangkun Yang, Menghuai Ma, Qinyi Bao, Jinlian Shen, Feiming Ye, Xiaojie Xie
Format: Article
Language:English
Published: BMC 2020-10-01
Series:BMC Cardiovascular Disorders
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12872-020-01744-2
id doaj-f8342bc43c88424ebf8e5457ffcc7eb0
record_format Article
spelling 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
work_keys_str_mv AT zhuowang theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT fangkunyang theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT menghuaima theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT qinyibao theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT jinlianshen theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT feimingye theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT xiaojiexie theimpactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT zhuowang impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT fangkunyang impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT menghuaima impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT qinyibao impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT jinlianshen impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT feimingye impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
AT xiaojiexie impactofgrowthdifferentiationfactor15ontheriskofcardiovasculardiseasestwosamplemendelianrandomizationstudy
_version_ 1724463138321989632