Evidence map›Paper›PMID 38639697›Full record

Trial reportJACC. Heart failure2024

Targeted Metabolomic Profiling of Dapagliflozin in Heart Failure With Preserved Ejection Fraction: The PRESERVED-HF Trial.

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 6 more

Registry-linked trialOpen access · hybridAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JACC. 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 NCT03030235. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
5.4field-weighted citation impact, top 4% 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.

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

14 citing papers in PubMed, 15 citations in OpenAlex.

  1. Trial
  2. Review
  3. Review
  4. Review
  5. Review
  6. Review
  7. Article
  8. Review
  9. Review
  10. Article
  11. Metabolomics Insights into the Benefits of SGLT2 Inhibitors in Type 2 Diabetes.Clinical pharmacology : advances and applications · 2025
    Review
  12. Article
  13. Handling the sugar rush: the role of the renal proximal tubule.American journal of physiology. Renal physiology · 2024
    Review
  14. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 7 institutions in 1 country.

Senthil SelvarajDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA; Duke Molecular Physiology Institute, Durham, North Carolina, USA.
Shachi PatelSaint Luke's Mid America Heart Institute, Kansas City, Missouri, USA.
Andrew J SauerSaint Luke's Mid America Heart Institute, Kansas City, Missouri, USA; University of Missouri-Kansas City, Kansas City, Missouri, USA.
Robert W McGarrahDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA; Duke Molecular Physiology Institute, Durham, North Carolina, USA.
Philip JonesSaint Luke's Mid America Heart Institute, Kansas City, Missouri, USA.
Lydia Coulter KweeDuke Molecular Physiology Institute, Durham, North Carolina, USA.
Sheryl L WindsorSaint Luke's Mid America Heart Institute, Kansas City, Missouri, USA.
Olga IlkayevaDuke Molecular Physiology Institute, Durham, North Carolina, USA; Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA.
Michael J MuehlbauerDuke Molecular Physiology Institute, Durham, North Carolina, USA.
Christopher B NewgardDuke Molecular Physiology Institute, Durham, North Carolina, USA.
Barry A BorlaugDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Dalane W KitzmanDepartment of Internal Medicine, Sections on Cardiovascular Medicine and Geriatrics, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
Sanjiv J ShahDivision of Cardiology, Department of Medicine and Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Svati H ShahDivision of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA; Duke Molecular Physiology Institute, Durham, North Carolina, USA.
Mikhail N KosiborodSaint Luke's Mid America Heart Institute, Kansas City, Missouri, USA; University of Missouri-Kansas City, Kansas City, Missouri, USA. Electronic address: mkosiborod@saint-lukes.org.
PRESERVED-HF Investigators
Saint Luke's Hospital · USDuke Medical Center · USDuke University · USNorthwestern University · USMayo Clinic · USSaint Luke's Health System · USWake Forest University · US

Funding

Wake Forest Claude D. Pepper OAIC - RenewalP30AG021332 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Denise Kathryn Houston · 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
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
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
HL-Inorganic Nitrite to Enhance Benefits from Exercise Training in Heart Failure with preserved Ejection FractionR01HL128526 · NHLBI · MAYO CLINIC ROCHESTER · PI BORLAUG, BARRY A. · 2016 to 2019
$2.4M
Wake Forest Atrium HeartShare Clinical CenterU01HL160272 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI DALANE W KITZMAN · 2021 to 2026
$2.3M
NHLBI NIH HHS K23 HL161348NHLBI NIH HHS R01 HL128526NHLBI 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 DK124723
6 · The paper itself

Abstract

backgroundAlthough sodium glucose co-transporter 2 inhibitors (SGLT2is) improve heart failure (HF)-related symptoms and outcomes in HF with preserved ejection fraction (HFpEF), underlying mechanisms remain unclear. In HF with reduced EF, dapagliflozin altered ketone and fatty acid metabolites vs placebo; however, metabolite signatures of SGLT2is have not been well elucidated in HFpEF.

objectivesThe goal of this study was to assess whether SGLT2i treatment altered systemic metabolic pathways and their relationship to outcomes in HFpEF.

methodsTargeted profiling of 64 metabolites was performed from 293 participants in PRESERVED-HF (Dapagliflozin in PRESERVED Ejection Fraction Heart Failure), a 12-week, placebo-controlled trial of dapagliflozin. Linear regression assessed changes in metabolite factors defined by principal components analysis (PCA) with dapagliflozin vs placebo. The relationship between changes in metabolite factors with changes in study endpoints was also assessed.

resultsThe mean age was 70 ± 11 years, 58% were female, and 29% were Black. There were no significant differences in 12 PCA-derived metabolite factors between treatment arms, including metabolites reflecting ketone, fatty acid, or branched-chain amino acid (BCAA) pathways. Combining treatment arms, changes in BCAAs and branched-chain ketoacids were negatively associated with changes in N-terminal pro-B-type natriuretic peptide; changes in medium-/long-chain acylcarnitines were positively associated with changes in N-terminal pro-B-type natriuretic peptide and negatively associated with changes in 6-minute walk test distance; and changes in ketones were negatively associated with changes in weight, without treatment interaction.

conclusionsLeveraging targeted metabolomics in a placebo-controlled SGLT2i trial of HFpEF, dapagliflozin did not alter systemic metabolic as reflected by circulating metabolites, in contrast with reported effects in HF with reduced ejection fraction. Metabolite biomarkers reflecting BCAA, ketone, and fatty acid metabolism were associated with markers of disease severity, suggesting a role for potential novel treatment targets. (Dapagliflozin in PRESERVED Ejection Fraction Heart Failure [PRESERVED-HF]; NCT03030235).

Indexed as

Benzhydryl CompoundsGlucosidesHeart FailureMetabolomicsSodium-Glucose Transporter 2 InhibitorsStroke VolumeAgedBiomarkersFatty AcidsFemaleHumansMaleMiddle AgedNatriuretic Peptide, BrainPeptide FragmentsBenzhydryl CompoundsBiomarkersdapagliflozinFatty AcidsGlucosidesNatriuretic Peptide, BrainPeptide Fragmentspro-brain natriuretic peptide (1-76)Sodium-Glucose Transporter 2 Inhibitorsacylcarnitinebranched-chain amino acidsheart failure with preserved ejection fractionketone bodiesmetabolomicsSGLT2i

Identifiers

PMID38639697
PMCPMC11153021
OpenAlexW4394894358

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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 OpenQuestion graph.