Observational studyEuropean heart journal2026
Blood pressure, plasma proteins, and cardiovascular diseases: a network Mendelian randomization and observational study.
Observational study in European heart journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The trial behind it
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Who cites it
6 citing papers in PubMed.
- Proteomic markers associated with blood pressure, hypertension, and treatment-resistant hypertension.American heart journal plus : cardiology research and practice · 2026Article
- Proteome-wide genetic analyses identify ASGR1 as a potential biomarker linking smoking with ischemic heart disease.Nature cardiovascular research · 2026Article
- Identification of Plasma Protein Biomarkers for Early-Onset Stroke through Mendelian Randomization.medRxiv : the preprint server for health sciences · 2026Article
- The Role of Integrin Family in Atherosclerotic Cardiovascular Disease: A Prospective Cohort Study and Mendelian Randomization Analysis.Biomedicines · 2026Article
- Epigenetic Regulation of ITGB7 Promotes Coronary Heart Disease via Immune and Metabolic Pathways: A Multimodal Mendelian Randomization Study.Cardiovascular therapeutics · 2026Article
- Multi-Omics Elucidation of Edulinine's Intervention Mechanism in Hypertensive Rats.Current issues in molecular biology · 2025Article
Corrections and comments
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Authors and funding
17 authors.
Funding
Abstract
BACKGROUND AND
aimsThe biological pathways leading to elevated blood pressure (BP) and subsequent cardiovascular diseases (CVDs) remain incompletely understood. Investigating the proteomic landscape of BP and its overlap with CVD could provide critical insights into the molecular determinants and pathways involved in BP regulation and its subsequent effect on CVD.
methodsA proteome-wide Mendelian randomization (MR) study was conducted by leveraging genetic instruments from 2007 plasma proteins to assess their causal effects on BP (systolic and diastolic BP). Proteins showing strong associations with BP were further analyzed for potential causal effects on coronary artery disease (CAD) and stroke subtypes. Network MR was performed to estimate the proportion of CVD risk mediated through BP. Bayesian colocalization was applied to determine whether identified associations share common causal variants. Observational associations were examined in UK Biobank participants to assess associations between proteins, BP, and incident CVD events using linear regression and Cox proportional hazard models.
resultsProteome-wide MR identified 242 proteins associated with BP, of which 48 were also linked to CAD or stroke, with four (ACOX1, FGF5, FURIN, MST1) also supported by genetic colocalization analyses (FDR 5% and PP ≥70%). Genetically predicted FURIN and FGF5 were strongly associated with BP and stroke risk, while ACOX1, FGF5, and MST1 exhibited potential causal effects on CAD. Network MR suggested that a substantial proportion of their effect on CAD and stroke (30.5%-77.2%) was mediated through BP regulation. Observational analyses further supported these findings.
conclusionsThis study identifies key plasma proteins with potential causal roles in BP regulation and CVD risk, highlighting BP as a major mediator of their effects on CAD and stroke. These findings provide novel insights into the molecular mechanisms underlying hypertension-related CVD and identify promising protein targets for further investigation.
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