ArticleESC heart failure2024
SGLT2 inhibition, blood lipids, and cardiovascular disease: A Mendelian randomization study.
Article in ESC heart failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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.
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Who cites it
5 citing papers in PubMed.
- Dapagliflozin induces renal lipidomic remodeling and systemic metabolic improvement.Biology direct · 2026Article
- Genetic variation in anti-diabetic drug targets and risk of atrial fibrillation: a drug-target mendelian randomization study.International journal of clinical pharmacy · 2026Article
- Heart Failure in the Modern Era: A Narrative Overview of Recent Research from 2022-2025.Journal of cardiovascular development and disease · 2025Review
- Unraveling the Genetic Links: The Impacts of Antidiabetic Drugs on Stroke Risk.Reviews in cardiovascular medicine · 2025Article
- SGLT2 inhibition, blood lipids, and cardiovascular disease: A Mendelian randomization study.ESC heart failure · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsWe aim to investigate the causal effect of blood lipids mediating sodium-glucose cotransporter 2 (SGLT2) inhibition in cardiovascular disease (CVD) using Mendelian randomization (MR). METHODS AND
resultsA two-sample two-step MR study was conducted to evaluate the association of SGLT2 inhibition with CVDs and the mediation effects of blood lipids linking SGLT2 inhibition with CVDs. Genetic instruments for SGLT2 inhibition were identified as genetic variants, which were associated with the expression of the SLC5A2 gene and glycated haemoglobin level (HbA1c). SGLT2 inhibition was associated with reduced risk of heart failure (HF) (OR 0.44 [95% CI 0.32-0.61]; P = 6.0 × 10
conclusionsOur study showed the association of SGLT2 inhibition with the reduced risk of CVDs and blood lipids might mediate this association.
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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 Socratic graph.