Evidence map›Paper›PMID 35603596›Full record

ArticleCirculation2022

Metabolomic Profiling of the Effects of Dapagliflozin in Heart Failure With Reduced Ejection Fraction: DEFINE-HF.

Senthil Selvaraj, Zhuxuan Fu, Philip Jones, Lydia C Kwee, Sheryl L Windsor, Olga Ilkayeva, Christopher B Newgard, Kenneth B Margulies, Mansoor Husain, Silvio E Inzucchi and 10 more

Erratum issued 3 registry-linked trialsOpen access · bronzeAbstract read
In one paragraph

Article in Circulation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It reports registered trial NCT02653482. Cited by 57 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed, 3 pooled it
12.7field-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.

NCT02653482 phase4completed

Dapagliflozin Effect on Symptoms and Biomarkers in Patients With Heart Failure

Ran2016Enrolled263Registered outcomes11Posted comparisons0ConditionsChronic Heart Failure With Reduced Systolic FunctionArmsdapagliflozin, dapagliflozin matching Placebo
PMID 31524498other papers from this trial
Open the trial in the graph
NCT06510894 recruitingnot on this mapstarted 2024, after this paper: background citation

Diagnostic Utility of SGLT1/2 Inhibition to Facilitate Myocardial Glucose Suppression During Evaluation of Cardiac Inflammation on FDG-PET

TypeobservationalSponsorUniversity of PennsylvaniaRan2024 to 2027Enrolled40ConditionsCardiac SarcoidosisArmsSotagliflozin
NCT07070765 narecruitingnot on this mapstarted 2025, after this paper: background citation

Sodium-glucose Transporter Type 2 Inhibition in Anthracycline-related Cardiotoxicity - SPRINT

TypeinterventionalSponsorUniversity of AberdeenRan2025 to 2028Enrolled70ConditionsBreast CancerArmsSodium-glucose transport-2 (SGLT-2) inhibitors, Standard medical treatment
3 · Its place in the literature

Who cites it

57 citing papers in PubMed, 3 syntheses or guidelines pooled it, 90 citations in OpenAlex.

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  5. Statins Do Not Significantly Affect Oxidative Nitrosative Stress Biomarkers in the PREVENT Randomized Clinical Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 12 institutions in 2 countries.

Senthil SelvarajDivision of Cardiology, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia (S.S., K.B.M.).ORCID 0000-0001-8418-7623
Zhuxuan FuSaint Luke's Mid America Heart Institute, Kansas City, MO (Z.F., P.J., S.L.W., M.E.N., M.N.K.).ORCID 0000-0002-9190-195X
Philip JonesSaint Luke's Mid America Heart Institute, Kansas City, MO (Z.F., P.J., S.L.W., M.E.N., M.N.K.).ORCID 0000-0002-7136-4464
Lydia C KweeDuke Molecular Physiology Institute, Durham, NC (L.C.K., O.I., C.B.N., S.H.S.).ORCID 0000-0002-6997-8571
Sheryl L WindsorSaint Luke's Mid America Heart Institute, Kansas City, MO (Z.F., P.J., S.L.W., M.E.N., M.N.K.).
Olga IlkayevaDuke Molecular Physiology Institute, Durham, NC (L.C.K., O.I., C.B.N., S.H.S.).ORCID 0000-0002-9779-0883
Christopher B NewgardDuke Molecular Physiology Institute, Durham, NC (L.C.K., O.I., C.B.N., S.H.S.).
Kenneth B MarguliesDivision of Cardiology, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia (S.S., K.B.M.).
Mansoor HusainTed Rogers Centre for Heart Research, University of Toronto, Canada (M.H.).ORCID 0000-0002-3740-6739
Silvio E InzucchiYale University School of Medicine, New Haven, CT (S.E.I.).ORCID 0000-0003-1254-6636
Darren K McGuireUniversity of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.).ORCID 0000-0002-6412-7989
Bertram PittUniversity of Michigan School of Medicine, Ann Arbor (B.P.).
Benjamin M SciricaCardiovascular Division, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (B.M.S.).ORCID 0000-0002-7093-7048
David E LanfearCenter for Individualized and Genomic Medicine Research and Heart and Vascular Institute, Henry Ford Hospital, Detroit, MI (D.E.L.).ORCID 0000-0001-6471-1483
Michael E NassifSaint Luke's Mid America Heart Institute, Kansas City, MO (Z.F., P.J., S.L.W., M.E.N., M.N.K.).
Ali JavaheriWashington University School of Medicine, St Louis, MO (A.J.).ORCID 0000-0001-6657-331X
Robert J MentzDivision of Cardiology, Duke University Medical Center, Durham, NC (R.J.M.).ORCID 0000-0002-3222-1719
Mikhail N Kosiborod *Saint Luke's Mid America Heart Institute, Kansas City, MO (Z.F., P.J., S.L.W., M.E.N., M.N.K.).ORCID 0000-0002-3750-9789
Svati H Shah *Duke Molecular Physiology Institute, Durham, NC (L.C.K., O.I., C.B.N., S.H.S.).ORCID 0000-0002-3495-2830
DEFINE-HF Investigators
Saint Luke's Hospital · USClinical Research Institute · USHospital of the University of Pennsylvania · USBrigham and Women's Hospital · USDuke Medical Center · USDuke University · USHenry Ford Hospital · USParkland Health & Hospital System · USTed Rogers Centre for Heart Research · CAUniversity of Michigan · USWashington University in St. Louis · USYale University · US

Funding

Yale Diabetes Research CenterP30DK045735 · NIDDK · YALE UNIVERSITY · PI GERALD I SHULMAN · 1993 to 2026
$44.0M
Pilot & Feasibility ProgramP30DK124723 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI P Darrell Neufer · 2020 to 2026
$11.0M
Apolipoprotein M: a novel regulator of myocardial AutophagyR01HL155344 · NHLBI · WASHINGTON UNIVERSITY · PI JAVAHERI, ALI · 2021 to 2025
$3.1M
Dissecting the Ketone Metabolic Axis in Heart Failure with Reduced Ejection FractionK23HL161348 · NHLBI · DUKE UNIVERSITY · PI Senthil Selvaraj · 2022 to 2026
$1.0M
HARNESSING THE LYSOSOME MACHINERY IN MACROPHAGES TO PREVENT HEART FAILUREK08HL138262 · NHLBI · WASHINGTON UNIVERSITY · PI JAVAHERI, ALI · 2017 to 2021
$752k
NHLBI NIH HHS K08 HL138262NHLBI NIH HHS K23 HL161348NHLBI NIH HHS R01 HL155344NIDDK NIH HHS P30 DK045735NIDDK NIH HHS P30 DK124723
6 · The paper itself

Abstract

backgroundSodium-glucose cotransporter-2 inhibitors are foundational therapy in patients with heart failure with reduced ejection fraction (HFrEF), but underlying mechanisms of benefit are not well defined. We sought to investigate the relationships between sodium-glucose cotransporter-2 inhibitor treatment, changes in metabolic pathways, and outcomes using targeted metabolomics.

methodsDEFINE-HF (Dapagliflozin Effects on Biomarkers, Symptoms and Functional Status in Patients With HF With Reduced Ejection Fraction) was a placebo-controlled trial of dapagliflozin in HFrEF. We performed targeted mass spectrometry profiling of 63 metabolites (45 acylcarnitines [markers of fatty acid oxidation], 15 amino acids, and 3 conventional metabolites) in plasma samples at randomization and 12 weeks. Using mixed models, we identified principal components analysis-defined metabolite clusters that changed differentially with treatment and examined the relationship between change in metabolite clusters and change in Kansas City Cardiomyopathy Questionnaire scores and NT-proBNP (N-terminal probrain natriuretic peptide). Models were adjusted for relevant clinical covariates and nominal

resultsAmong the 234 DEFINE-HF participants with targeted metabolomic data, the mean age was 62.0±11.1 years, 25% were women, 38% were Black, and mean ejection fraction was 27±8%. Dapagliflozin increased ketone-related and short-chain acylcarnitine as well as medium-chain acylcarnitine principal components analysis-defined metabolite clusters compared with placebo (nominal

conclusionsIn this study of targeted metabolomics in a placebo-controlled trial of sodium-glucose cotransporter-2 inhibitors in HFrEF, we observed effects of dapagliflozin on key metabolic pathways, supporting a role for altered ketone and fatty acid biology with sodium-glucose cotransporter-2 inhibitors in patients with HFrEF. Only physiologic levels of ketosis were observed. In addition, we identified several metabolic biomarkers associated with adverse HFrEF outcomes. REGISTRATION: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT02653482.

Indexed as

CardiomyopathiesHeart FailureKetosisSodium-Glucose Transporter 2 InhibitorsVentricular Dysfunction, LeftAgedBenzhydryl CompoundsBiomarkersFatty AcidsFemaleGlucosidesHumansKetonesMaleMiddle AgedQuality of LifeBenzhydryl CompoundsBiomarkersdapagliflozinFatty AcidsGlucosidesKetonesSodium-Glucose Transporter 2 Inhibitorsheart failureketone bodiesmetabolomicssodium-glucose transporter 2 inhibitors

Identifiers

PMID35603596
PMCPMC9474658
OpenAlexW4281295871

What Socratic holds

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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.