Evidence map›Paper›PMID 39421941›Full record

ArticleCirculation. Heart failure2024

Metabolic Effects of the SGLT2 Inhibitor Dapagliflozin in Heart Failure Across the Spectrum of Ejection Fraction.

Senthil Selvaraj, Shachi Patel, Andrew J Sauer, Robert W McGarrah, Philip Jones, Lydia Coulter Kwee, Sheryl L Windsor, Olga Ilkayeva, Michael J Muehlbauer, Christopher B Newgard and 14 more

2 registry-linked trialsAbstract read
In one paragraph

Article in Circulation. Heart failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT02653482. Cited by 25 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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
NCT03030235 phase4completed

Effects of Dapagliflozin on Biomarkers, Symptoms and Functional Status in Patients With PRESERVED Ejection Fraction Heart Failure

Ran2017Enrolled324Registered outcomes11Posted comparisons0ConditionsChronic Heart Failure With Preserved Systolic FunctionArmsDapagliflozin 10Mg Oral Tablet, dapagliflozin matching Placebo
PMID 34711976other papers from this trial
Open the trial in the graph
3 · Its place in the literature

Who cites it

25 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  16. Role of Gut Microbiota in Diabetic HFpEF: Mechanisms and Therapeutic Implications.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026
    Review
  17. Review
  18. Immunometabolism in heart failure.Nature reviews. Cardiology · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

24 authors.

Senthil SelvarajDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC (S.S., R.W.M., R.J.M., S.H.S.).ORCID 0000-0001-8418-7623
Shachi PatelSaint Luke's Mid America Heart Institute, Kansas City, MO (S.P., A.J.S., P.J., S.L.W., M.N.K.).
Andrew J SauerSaint Luke's Mid America Heart Institute, Kansas City, MO (S.P., A.J.S., P.J., S.L.W., M.N.K.).ORCID 0000-0002-9268-2795
Robert W McGarrahDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC (S.S., R.W.M., R.J.M., S.H.S.).ORCID 0000-0001-6693-7152
Philip JonesSaint Luke's Mid America Heart Institute, Kansas City, MO (S.P., A.J.S., P.J., S.L.W., M.N.K.).ORCID 0000-0002-7136-4464
Lydia Coulter KweeDuke Molecular Physiology Institute, Duke University, Durham, NC (S.S., R.W.M., L.C.K., O.I., M.J.M., C.B.N., S.H.S.).ORCID 0000-0002-6997-8571
Sheryl L WindsorSaint Luke's Mid America Heart Institute, Kansas City, MO (S.P., A.J.S., P.J., S.L.W., M.N.K.).ORCID 0000-0003-0909-4309
Olga IlkayevaDuke Molecular Physiology Institute, Duke University, Durham, NC (S.S., R.W.M., L.C.K., O.I., M.J.M., C.B.N., S.H.S.).ORCID 0000-0002-9779-0883
Michael J MuehlbauerDuke Molecular Physiology Institute, Duke University, Durham, NC (S.S., R.W.M., L.C.K., O.I., M.J.M., C.B.N., S.H.S.).ORCID 0000-0003-1501-0706
Christopher B NewgardDuke Molecular Physiology Institute, Duke University, Durham, NC (S.S., R.W.M., L.C.K., O.I., M.J.M., C.B.N., S.H.S.).ORCID 0000-0002-1293-691X
Barry A BorlaugDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, MN (B.A.B.).ORCID 0000-0001-9375-0596
Dalane W KitzmanDepartment of Internal Medicine, Sections on Cardiovascular Medicine and Geriatrics, Wake Forest School of Medicine, Winston-Salem, NC (D.W.K.).ORCID 0009-0000-5274-0826
Sanjiv J ShahDivision of Cardiology, Department of Medicine, Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL (S.J.S.).ORCID 0000-0002-5655-8201
Kenneth B MarguliesDivision of Cardiology, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia (K.B.M.).ORCID 0000-0002-8093-4465
Mansoor HusainTed Rogers Centre for Heart Research, University of Toronto, ON, 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
David E LanfearCenter for Individual and Genomic Medicine Research and Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, MI (D.E.L.).ORCID 0000-0001-6471-1483
Ali JavaheriWashington University School of Medicine, St. Louis, MO (A.J.).ORCID 0000-0001-6657-331X
Guillermo UmpierrezDivision of Endocrinology, Emory University School of Medicine, Atlanta, GA (G.U.).ORCID 0000-0002-3252-5026
Robert J MentzDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC (S.S., R.W.M., R.J.M., S.H.S.).ORCID 0000-0002-3222-1719
Kavita SharmaDivision of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (K.S.).ORCID 0000-0002-3012-1765
Mikhail N KosiborodSaint Luke's Mid America Heart Institute, Kansas City, MO (S.P., A.J.S., P.J., S.L.W., M.N.K.).ORCID 0000-0002-3750-9789
Svati H ShahDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC (S.S., R.W.M., R.J.M., S.H.S.).ORCID 0000-0002-3495-2830

Funding

Wake Forest Claude D. Pepper OAIC - RenewalP30AG021332 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI STEPHEN B. KRITCHEVSKY · 2002 to 2026
$36.4M
Physical Rehabilitation for Older Patients with Acute HFpEF-The REHAB-HFpEF TrialR01AG078153 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI KITZMAN, DALANE W · 2022 to 2025
$26.6M
ACHIEVE P3 - CHDP50MD017351 · NIMHD · WAYNE STATE UNIVERSITY · PI LEVY, PHILLIP DAVID · 2021 to 2025
$21.1M
HeartShare DeCODE-HF: Data translation center to Combine Omics, Deep phenotyping, and Electronic health records for Heart Failure subtypes and treatment targetsU54HL160273 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Abel N. Kho, Yuan Luo · 2021 to 2026
$19.0M
Pilot & Feasibility ProgramP30DK124723 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI P Darrell Neufer · 2020 to 2026
$11.0M
REHAB-HF: A Trial of Rehabilitation Therapy in Older Acute Heart Failure PatientsR01AG045551 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI KITZMAN, DALANE W · 2014 to 2018
$6.8M
Pepper OAIC Coordinating CenterU24AG059624 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI DALANE W KITZMAN · 2018 to 2026
$6.0M
Exercise Intolerance in Older HFPEF PatientsR01AG018915 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI KITZMAN, DALANE W · 2001 to 2019
$5.2M
Pulmonary Hypertension in Left Heart DiseaseR01HL162828 · NHLBI · MAYO CLINIC ROCHESTER · PI Barry A. Borlaug, Margaret M Redfield · 2023 to 2026
$3.1M
Plasma Metabolomics and Myocardial Energetics in Heart FailureR01HL132154 · NHLBI · HENRY FORD HEALTH SYSTEM · PI LANFEAR, DAVID E, SABBAH, HANI N · 2017 to 2020
$3.1M
Machine learning for the automated identification and tracking of rare myocardial diseasesR01HL140731 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MACRAE, CALUM A., SHAH, SANJIV J · 2018 to 2021
$2.8M
Mechanisms Connecting Dysregulated Branched-Chain Alpha-Ketoacid Metabolism to Cardiac DysfunctionR01HL160689 · NHLBI · DUKE UNIVERSITY · PI Robert Walker McGarrah · 2022 to 2026
$2.6M
NHLBI NIH HHS K23 HL161348NHLBI NIH HHS R01 HL128526NHLBI NIH HHS R01 HL132154NHLBI NIH HHS R01 HL140731NHLBI NIH HHS R01 HL149423NHLBI NIH HHS R01 HL160689NHLBI NIH HHS R01 HL162828NHLBI NIH HHS U01 HL160226NHLBI NIH HHS U01 HL160272NHLBI NIH HHS U54 HL160273NIA NIH HHS P30 AG021332NIA NIH HHS R01 AG018915NIA NIH HHS R01 AG045551NIA NIH HHS R01 AG078153NIA NIH HHS U01 AG076928NIA NIH HHS U24 AG059624NIDDK NIH HHS P30 DK124723NIMHD NIH HHS P50 MD017351
6 · The paper itself

Abstract

backgroundMechanisms of benefit with SGLT2is (sodium-glucose cotransporter-2 inhibitors) in heart failure (HF) remain incompletely characterized. Dapagliflozin alters ketone and fatty acid metabolism in HF with reduced ejection fraction though similar effects have not been observed in HF with preserved ejection fraction. We explore whether metabolic effects of SGLT2is vary across the left ventricular ejection fraction spectrum and their relationship with cardiometabolic end points in 2 randomized trials of dapagliflozin in HF.

methodsMetabolomic profiling of 61 metabolites was performed in 527 participants from DEFINE-HF (Dapagliflozin Effects on Biomarkers, Symptoms and Functional Status in Patients With HF With Reduced Ejection Fraction) and PRESERVED-HF (Dapagliflozin in PRESERVED Ejection Fraction HF; 12-week, placebo-controlled trials of dapagliflozin in HF with reduced ejection fraction and HF with preserved ejection fraction, respectively). Linear regression was used to assess changes in principal components analysis-defined metabolite factors with treatment from baseline to 12 weeks, as well as the relationship between changes in metabolite clusters and HF-related end points.

resultsThe mean age was 66±11 years, 43% were female, and 33% were self-identified as Black. Two principal components analysis-derived metabolite factors (which were comprised of ketone and short-/medium-chain acylcarnitines) increased with dapagliflozin compared with placebo. Ketosis (defined as 3-hydroxybutyrate >500 μM) was achieved in 4.5% with dapagliflozin versus 1.2% with placebo (

conclusionsSGLT2is demonstrate common (fatty acid) and distinct (ketogenic) metabolic signatures across the LVEF spectrum. Changes in key pathways related to fatty acid and amino acid metabolism are associated with HF-related end points and may serve as therapeutic targets across HF subtypes. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique Identifiers: NCT03030235 and NCT02653482.

Indexed as

Benzhydryl CompoundsGlucosidesHeart FailureSodium-Glucose Transporter 2 InhibitorsStroke VolumeAgedBiomarkersClinical Trials, Phase IV as TopicFatty AcidsFemaleHumansMaleMetabolomicsMiddle AgedMulticenter Studies as TopicRandomized Controlled Trials as TopicBenzhydryl CompoundsBiomarkersdapagliflozinFatty AcidsGlucosidesSodium-Glucose Transporter 2 Inhibitorsfatty acidheart failureketone bodiesmetabolomicsquality of life

Identifiers

PMID39421941
PMCPMC11634023

What Socratic holds

Textmetadata
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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.