Evidence mapPaperPMID 40875767Full record

ArticleJournal of vascular research2025

Exploring Potential Causality and Molecular Mechanisms between Heart Failure and Renal Failure: Insights from Mendelian Randomization Studies, the MIMIC-IV Database and the Gene Expression Omnibus Database.

Shaoyi Peng, Hailong Li, Kaiyuan Li

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Article in Journal of vascular research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Shaoyi PengDepartment of Cardiology, The First People's Hospital of Jiande, Hangzhou, China.
Hailong LiDepartment of Cardiology, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
Kaiyuan LiDepartment of Cardiology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

<p>Introduction: Heart failure (HF) and renal failure (RF) frequently coexist as cardiorenal syndrome, but their underlying causal mechanisms remain poorly defined.

methodsThis study applied Mendelian randomization (MR) using genome-wide association study (GWAS) datasets to investigate the causal effect of HF on RF. The inverse variance weighted method assessed causality, and summary-data-based MR (SMR) was used to identify therapeutic targets. Additional analyses included 211 gut microbiota traits and 1,400 serum metabolites. Validation was performed using the MIMIC-IV database. Transcriptomic data were analyzed to identify differentially expressed genes (DEGs) and key transcription factors (TFs).

resultsThis study found that HF significantly increases the risk of RF (OR = 1.54, 95% CI: 1.07-2.23, p = 0.020). SMR analysis identified SURF1 and MAP3K11 as potential therapeutic targets for HF and RF. One gut microbiota genus and one serum metabolite showed causal associations with both diseases. MIMIC-IV data supported the HF-RF association (OR = 2.94, 95% CI: 2.81-3.07, p < 0.001). A total of 11 overlapping DEGs were enriched in the MAPK cascade, with RELA identified as a key TF.

conclusionThis study provides genetic and molecular evidence supporting a causal role of HF in RF, highlighting microbial, metabolic, and immune mechanisms as potential therapeutic targets. </p>.

Indexed as

Heart FailureRenal InsufficiencyDatabases, GeneticGastrointestinal MicrobiomeGene Expression ProfilingGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMembrane ProteinsMendelian Randomization AnalysisPhenotypeRisk AssessmentRisk FactorsTranscriptomeMembrane ProteinsGene Expression OmnibusGut microbiotaHeart failureRenal failureSerum metabolitesSummary-data-based Mendelian randomization

Identifiers

PMID40875767
PMCPMC12503801

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