SynthesisBMC cardiovascular disorders2020
The impact of growth differentiation factor 15 on the risk of cardiovascular diseases: two-sample Mendelian randomization study.
Synthesis in BMC cardiovascular disorders, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
24 citing papers in PubMed, 4 syntheses or guidelines pooled it, 38 citations in OpenAlex.
- Mendelian randomization studies on ischemic stroke: a field synopsis and systematic review.Journal of translational medicine · 2025Pooled it
- Circulating Proteomics and Risk of Atrial Fibrillation: A Systematic Review of Cohort Studies.Journal of cellular and molecular medicine · 2025Pooled it
- Major Adverse Cardiovascular Events and Mortality Prediction by Circulating GDF-15 in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis.Biomolecules · 2022Pooled it
- Therapeutic Targets for Heart Failure Identified Using Proteomics and Mendelian Randomization.Circulation · 2022Pooled it
- Association Between Circulating GDF-15 and Cardio-Renal Outcomes and Effect of Canagliflozin: Results From the CANVAS Trial.Journal of the American Heart Association · 2021Trial
- Associations of Growth Differentiation Factor 15 in Chronic Kidney Disease.Kidney international reports · 2026Article
- Bidirectional associations between biological aging, cardiovascular health, and cardiovascular risk: findings from the INSPIRE-T lifespan cohort.GeroScience · 2026Article
- Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Burden and Mortality in a Population-Based Cohort.International journal of molecular sciences · 2026Article
- Genetic Evidence for Causal Effects of Blood Metabolites on Age-Related Macular Degeneration and its Subtypes.Translational vision science & technology · 2026Article
- Systematic analyses uncover plasma proteins linked to incident cardiovascular diseases.Protein & cell · 2026Article
- Growth differentiation factor-15 improves long-term mortality risk prediction beyond the GRACE 2.0 score after acute coronary syndrome.Scientific reports · 2026Article
- Revisiting the role of GDF15 in atherosclerosis in mouse and human.Acta pharmacologica Sinica · 2025Article
- Role of GDF-15 and NRG-1 as predictive markers of coronary artery disease.Molecular biology reports · 2025Article
- DNAm scores for serum GDF15 and NT-proBNP levels associate with a range of traits affecting the body and brain.Clinical epigenetics · 2024Article
- Associations of Serum GDF-15 Levels with Physical Performance, Mobility Disability, Cognition, Cardiovascular Disease, and Mortality in Older Adults.medRxiv : the preprint server for health sciences · 2024Article
- Growth/differentiation factor 15 (GDF15) expression in the heart after myocardial infarction and cardioprotective effect of pre-ischemic rGDF15 administration.Scientific reports · 2024Article
- Analysis of the Associations of Measurements of Body Composition and Inflammatory Factors with Cardiovascular Disease and Its Comorbidities in a Community-Based Study.Biomedicines · 2024Article
- Biomarkers in Heart Failure: From Research to Clinical Practice.Annals of laboratory medicine · 2023Review
- Genome-Wide Studies in Ischaemic Stroke: Are Genetics Only Useful for Finding Genes?International journal of molecular sciences · 2022Review
- The wonder exerkines-novel insights: a critical state-of-the-art review.Molecular and cellular biochemistry · 2022Review
Corrections and comments
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundGrowth 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.
methodsGenetic 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.
resultsAmong 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.
conclusionsThe 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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.