TY - JOUR
T1 - Metabolomic Profiling of the Effects of Dapagliflozin in Heart Failure With Reduced Ejection Fraction
T2 - DEFINE-HF
AU - Selvaraj, Senthil
AU - Fu, Zhuxuan
AU - Jones, Philip
AU - Kwee, Lydia C.
AU - Windsor, Sheryl L.
AU - Ilkayeva, Olga
AU - Newgard, Christopher B.
AU - Margulies, Kenneth B.
AU - Husain, Mansoor
AU - Inzucchi, Silvio E.
AU - McGuire, Darren K.
AU - Pitt, Bertram
AU - Scirica, Benjamin M.
AU - Lanfear, David E.
AU - Nassif, Michael E.
AU - Javaheri, Ali
AU - Mentz, Robert J.
AU - Kosiborod, Mikhail N.
AU - Shah, Svati H.
N1 - Funding Information:
Dr Selvaraj currently receives or recently has received related research support from the Doris Duke Charitable Foundation (Physician Scientist Fellowship Award 2020061), the Measey Foundation (Physician Scientist Fellowship), Institute for Translational Medicine and Therapeutics (Junior Investigator Preliminary/Feasibility Grant Program award and Translational Biomedical Imaging Center award), and the American Society of Nuclear Cardiology (Institute for the Advancement of Nuclear Cardiology award). Dr Newgard is a member of the Eli Lilly Global Diabetes Advisory Board. Dr Inzucchi is an advisor or consultant for Astra Zeneca, Boehringer Ingelheim, Novo Nordisk, Lexicon, Merck, Pfizer, VTV Therapeutics, Abbott, and Esperion and a lecturer for Astra Zeneca and Boehringer Ingelheim. Dr McGuire received research support for clinical trials leadership from Boehringer Ingelheim, Sanofi, Merck & Co, Pfizer, AstraZeneca, Novo Nordisk, Esperion, Lilly USA, Lexicon, and CSL Behring and honoraria for consultancy from Lilly USA, Boehringer Ingelheim, Merck & Co, Novo Nordisk, Applied Therapeutics, Metavant, Sanofi, Afimmune, CSL Behring, and Bayer. Dr Scirica reports institutional research grants to Brigham and Women’s Hospital from Better Therapeutics, Merck, Novo Nordisk, and Pfizer; consulting fees from Allergan, Boehringer Ingelheim, Better Therapeutics, Elsevier Practice Update Cardiology, Esperion, Hamni, Lexicon, and Novo Nordisk; and equity in Health [at] Scale and Doximity. Dr Lanfear is a consultant for Abbott Laboratories, Amgen, Cytokinetics, Illumina, Janssen, Martin Pharmaceuticals, Otsuka, Vicardia, and DCRI (Novartis) and has participated in research with Amgen, AstraZeneca, Bayer, Critical Diagnostics, Lilly, Janssen, and Somalogic. Dr Javaheri received grant support from AstraZeneca and serves on the scientific advisory board of Mobius Scientific. Dr Mentz received research support and honoraria from Abbott, American Regent, Amgen, AstraZeneca, Bayer, Boehringer Ingelheim, Boston Scientific, Cytokinetics, Fast BioMedical, Gilead, Innolife, Eli Lilly, Medtronic, Merck, Novartis, Relypsa, Respicardia, Roche, Sanofi, Vifor, Windtree Therapeutics, and Zoll. Dr Kosiborod reports grant/research support and company relationship with Astra Zeneca and Boehringer Ingelheim; honoraria and company relationship with Astra Zeneca, Boehringer Ingelheim, and Novo Nordisk; and consultancy and company relationship with Alnylam, Amgen, Applied Therapeutics, Astra Zeneca, Bayer, Boehringer Ingelheim, Cytokinetics, Eli Lilly, Esperion Therapeutics, Janssen, Lexicon, Merck (Diabetes and Cardiovascular), Novo Nordisk, Pharmacosmos, Sanofi, and Vifor Pharma. Dr Shah reports sponsored research agreement with Astra Zeneca, Lilly Inc, and Verily Inc. The other authors report no conflicts.
Funding Information:
DEFINE-HF (Dapagliflozin Effects on Biomarkers, Symptoms and Functional Status in Patients With HF With Reduced Ejection Fraction) was an investigator-initiated trial funded by AstraZeneca and conducted by Saint Luke’s Mid America Heart Institute independent of the funding source. The DEFINE-HF metabolomics substudy was funded by the Duke Health Scholars award (to S.H.S.) and support from National Institutes of Health grant P30DK124723 (to C.B.N.).
Publisher Copyright:
© 2022 Lippincott Williams and Wilkins. All rights reserved.
PY - 2022/9/13
Y1 - 2022/9/13
N2 - Background: Sodium-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. Methods: DEFINE-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 P<0.05 with false discovery rate-adjusted P<0.10 was used to determine statistical significance. Results: Among 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 P=0.01, false discovery rate-adjusted P=0.08 for both clusters). However, ketosis (β-hydroxybutyrate levels >500 μmol/L) was achieved infrequently (3 [2.5%] in dapagliflozin arm versus 1 [0.9%] in placebo arm) and supraphysiologic levels were not observed. Increases in long-chain acylcarnitine, long-chain dicarboxylacylcarnitine, and aromatic amino acid metabolite clusters were associated with decreases in Kansas City Cardiomyopathy Questionnaire scores (ie, worse quality of life) and increases in NT-proBNP levels, without interaction by treatment group. Conclusions: In 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.
AB - Background: Sodium-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. Methods: DEFINE-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 P<0.05 with false discovery rate-adjusted P<0.10 was used to determine statistical significance. Results: Among 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 P=0.01, false discovery rate-adjusted P=0.08 for both clusters). However, ketosis (β-hydroxybutyrate levels >500 μmol/L) was achieved infrequently (3 [2.5%] in dapagliflozin arm versus 1 [0.9%] in placebo arm) and supraphysiologic levels were not observed. Increases in long-chain acylcarnitine, long-chain dicarboxylacylcarnitine, and aromatic amino acid metabolite clusters were associated with decreases in Kansas City Cardiomyopathy Questionnaire scores (ie, worse quality of life) and increases in NT-proBNP levels, without interaction by treatment group. Conclusions: In 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.
KW - heart failure
KW - ketone bodies
KW - metabolomics
KW - sodium-glucose transporter 2 inhibitors
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UR - http://www.scopus.com/inward/citedby.url?scp=85135940604&partnerID=8YFLogxK
U2 - 10.1161/CIRCULATIONAHA.122.060402
DO - 10.1161/CIRCULATIONAHA.122.060402
M3 - Article
C2 - 35603596
AN - SCOPUS:85135940604
SN - 0009-7322
VL - 146
SP - 808
EP - 818
JO - Circulation
JF - Circulation
IS - 11
ER -