Trial reportEuropean heart journal2022
Effect of empagliflozin on circulating proteomics in heart failure: mechanistic insights into the EMPEROR programme.
Trial report in European heart journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
88 citing papers in PubMed, 202 citations in OpenAlex.
- Urinary dipstick findings and UTI risk with SGLT2 inhibitors: a post-hoc analysis of the CANVAS and CREDENCE trials.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2026Trial
- First-Line Dapagliflozin, Metformin, or Combination Therapy in Type 2 Diabetes: Vascular and Molecular Outcomes of a Randomised Controlled Trial.Diabetes, obesity & metabolism · 2026Trial
- Efficacy, Mechanisms, and Safety of Sodium-Glucose Cotransporter-2 Inhibitors in Kidney Transplant Recipients: A Randomized, Double-Blind, Placebo-Controlled Trial.Clinical journal of the American Society of Nephrology : CJASN · 2026Trial
- Timing-dependent anti-inflammatory effects of empagliflozin in monocyte-derived macrophages from post-myocardial infarct patients with type 2 diabetes.Cardiovascular diabetology · 2026Trial
- Mechanistic evaluation of ertugliflozin in patients with type 2 diabetes and heart failure.Physiological reports · 2025Trial
- Aptamer Proteomics for Biomarker Discovery in Heart Failure With Preserved Ejection Fraction: The PARAGON-HF Proteomic Substudy.Journal of the American Heart Association · 2024Trial
- Empagliflozin effects on iron metabolism as a possible mechanism for improved clinical outcomes in non-diabetic patients with systolic heart failure.Nature cardiovascular research · 2023Trial
- Cardiac and Metabolic Effects of Dapagliflozin in Heart Failure With Preserved Ejection Fraction: The CAMEO-DAPA Trial.Circulation · 2023Trial
- SGLT2 inhibitors preserve serum chloride in non-diabetic CKD: a propensity-matched and LASSO regression analysis.Renal failure · 2026Article
- Hyperferritinemia: Pathophysiology, Etiologies, and Diagnostic Approach.European journal of haematology · 2026Review
- Use of SGLT2 inhibitors in pediatric heart failure: a multi-center study.Pediatric cardiology · 2026Article
- Investigation of Biomarker Response to SGLT2 Inhibition in Heart Failure (SiN-HF).Cardiovascular drugs and therapy · 2026Article
- Sub1 contributes to heart failure with preserved ejection fraction driven by aging in mice.Nature communications · 2026Article
- Proteomics analysis of empagliflozin in patients without diabetes or overt heart failure from empagliflozin and cardiac remodeling in people without diabetes CardioLink-7 randomized clinical trial.Cardiovascular endocrinology & metabolism · 2026Article
- Inflammation, metabolism, and aging in heart failure with preserved ejection fraction: Mechanisms and treatment perspectives.Journal of translational internal medicine · 2026Article
- Metabolic inflexibility across heart failure phenotypes: mechanisms and type-specific therapeutic implications.Apoptosis : an international journal on programmed cell death · 2026Review
- A hemodynamic and biomarker study of pulmonary hypertension associated with heart failure: DISCOVER PH-HF.Journal of cardiovascular medicine (Hagerstown, Md.) · 2026Article
- The impact of inflammation, neuromodulation, and gut microbiota on developing cardiac fibrosis and hypertension.Cardiovascular research · 2026Review
- Empagliflozin Alleviates Osteoarthritis Progression by Attenuating Inflammation, Restoring Impaired Autophagy, and Ameliorating Chondrocyte Senescence.Biomedicines · 2026Article
- Proteomic Signatures of Cardiac Dysfunction Among People With Diabetes: The Atherosclerosis Risk in Communities Study.Circulation. Heart failure · 2026Article
28 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 9 institutions in 7 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsSodium-glucose co-transporter 2 (SGLT2) inhibitors improve cardiovascular outcomes in diverse patient populations, but their mechanism of action requires further study. The aim is to explore the effect of empagliflozin on the circulating levels of intracellular proteins in patients with heart failure, using large-scale proteomics. METHODS AND
resultsOver 1250 circulating proteins were measured at baseline, Week 12, and Week 52 in 1134 patients from EMPEROR-Reduced and EMPEROR-Preserved, using the Olink® Explore 1536 platform. Statistical and bioinformatical analyses identified differentially expressed proteins (empagliflozin vs. placebo), which were then linked to demonstrated biological actions in the heart and kidneys. At Week 12, 32 of 1283 proteins fulfilled our threshold for being differentially expressed, i.e. their levels were changed by ≥10% with a false discovery rate <1% (empagliflozin vs. placebo). Among these, nine proteins demonstrated the largest treatment effect of empagliflozin: insulin-like growth factor-binding protein 1, transferrin receptor protein 1, carbonic anhydrase 2, erythropoietin, protein-glutamine gamma-glutamyltransferase 2, thymosin beta-10, U-type mitochondrial creatine kinase, insulin-like growth factor-binding protein 4, and adipocyte fatty acid-binding protein 4. The changes of the proteins from baseline to Week 52 were generally concordant with the changes from the baseline to Week 12, except empagliflozin reduced levels of kidney injury molecule-1 by ≥10% at Week 52, but not at Week 12. The most common biological action of differentially expressed proteins appeared to be the promotion of autophagic flux in the heart, kidney or endothelium, a feature of 6 proteins. Other effects of differentially expressed proteins on the heart included the reduction of oxidative stress, inhibition of inflammation and fibrosis, and the enhancement of mitochondrial health and energy, repair, and regenerative capacity. The actions of differentially expressed proteins in the kidney involved promotion of autophagy, integrity and regeneration, suppression of renal inflammation and fibrosis, and modulation of renal tubular sodium reabsorption.
conclusionsChanges in circulating protein levels in patients with heart failure are consistent with the findings of experimental studies that have shown that the effects of SGLT2 inhibitors are likely related to actions on the heart and kidney to promote autophagic flux, nutrient deprivation signalling and transmembrane sodium transport.
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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.