Evidence map›Paper›PMID 36017745›Full record

Trial reportEuropean heart journal2022

Effect of empagliflozin on circulating proteomics in heart failure: mechanistic insights into the EMPEROR programme.

Faiez Zannad, João Pedro Ferreira, Javed Butler, Gerasimos Filippatos, James L Januzzi, Mikhail Sumin, Matthias Zwick, Maral Saadati, Stuart J Pocock, Naveed Sattar and 2 more

Open access · hybridAbstract readRandomized Controlled Trial
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
88citing papers in PubMed
43.4field-weighted citation impact, top 1% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

88 citing papers in PubMed, 202 citations in OpenAlex.

  1. 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 · 2026
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28 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors at 9 institutions in 7 countries.

Faiez ZannadUniversité de Lorraine, Inserm, Centre d'Investigations Cliniques Plurithématique 1433, and Inserm U1116, CHRU, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), 5, rue du Morvan, 54500 Vandoeuvre-Les-Nancy, France.ORCID 0000-0001-7456-1570
João Pedro FerreiraUniversité de Lorraine, Inserm, Centre d'Investigations Cliniques Plurithématique 1433, and Inserm U1116, CHRU, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), 5, rue du Morvan, 54500 Vandoeuvre-Les-Nancy, France.ORCID 0000-0002-2304-6138
Javed ButlerHeart and Vascular Research, Baylor Scott and White Research Institute, 34 Live Oak St Ste 501, Dallas, TX 75204, USA.ORCID 0000-0001-7683-4720
Gerasimos FilippatosHeart Failure Unit, National and Kapodistrian University of Athens School of Medicine, Mikras Asias 75, Athina 115 27 Athens, Greece.ORCID 0000-0002-5640-0332
James L JanuzziMassachusetts General Hospital, Harvard Medical School, 55 Fruit St, Boston, MA 02114USA.ORCID 0000-0002-8338-1798
Mikhail SuminBoehringer Ingelheim International GmbH, Binger Str. 173, 55218 Ingelheim am RheinGermany.ORCID 0000-0002-3827-5793
Matthias ZwickBoehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Str. 65, 88400 Biberach an der RissGermany.ORCID 0000-0002-2508-4891
Maral SaadatiElderbrook Solutions GmbH on behalf of Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Str. 65, 88400 Biberach an der Riss, Germany.ORCID 0000-0002-9378-526X
Stuart J PocockLondon School of Hygiene and Tropical Medicine, Keppel St, London WC1E 7HTUK.
Naveed SattarBHF, UK School of Cardiovascular and Metabolic Health, University of Glasgow, 126 University Place, Glasgow G12 8TAUK.ORCID 0000-0002-1604-2593
Stefan D AnkerDepartment of Cardiology (CVK) Berlin Institute of Health Center for Regenerative Therapies (BCRT) German Centre for Cardiovascular Research (DZHK) partner site Berlin, Charité Universitätsmedizin Berlin, Charité, Campus Virchow-Klinikum, Augustenburger Platz 1, D-13353 Berlin, Germany.ORCID 0000-0003-3331-7314
Milton PackerBaylor Heart and Vascular Hospital, Baylor University Medical Center, 621 N Hall St, Dallas, TX 75226, USA.ORCID 0000-0003-1828-2387
Boehringer Ingelheim (Germany) · DEInserm · FRBaylor University Medical Center · USHarvard University · USNational and Kapodistrian University of Athens · GRState Street (United States) · USUniversity of Glasgow · GBUniversity of London · GBWroclaw Medical University · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Diabetes Mellitus, Type 2Heart FailureSodium-Glucose Transporter 2 InhibitorsSomatomedinsBenzhydryl CompoundsGlucosidesHumansInflammationProteomicsSodiumBenzhydryl CompoundsempagliflozinGlucosidesSodiumSodium-Glucose Transporter 2 InhibitorsSomatomedinsDifferentially expressed proteinsHeart failureProteomicsSGLT2 inhibitors

Identifiers

PMID36017745
PMCPMC9769969
OpenAlexW4293194528

What Socratic holds

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Registered trials

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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.