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Updated: Sep 2, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Continuously elevated plasma ketone bodies are linked to adverse outcomes in patients with heart failure
Constantin L Palm1,2, Niels T B Scholte3, Lirong Lu3
1Department of Cardiology, University of Groningen, Groningen University Medical Center, HPC AB31, Postbox 30.001, 9700 RB, Groningen, The Netherlands.
Background:
Elevated plasma ketone bodies (KBs) are linked to poor outcomes in heart failure (HF), yet the prognostic value of repeated KB measurements is uncertain.
Objective:
To study temporal changes in plasma KBs in HF patients in relation to prognosis.
Methods:
Plasma KBs were measured by nuclear magnetic resonance spectroscopy in 467 patients from the TRIUMPH study. Blood was obtained up to seven times during 1-year follow-up after HF hospitalization. Associations between serial KB measurements and the endpoint of death and HF rehospitalization were investigated by joint modeling. Similar analyses were conducted in the Bio-SHiFT study, including 397 chronic HF patients with up to 10 repeated blood samples during a median follow-up of 2.1 years. The endpoint in Bio-SHiFT was a composite of cardiovascular death, HF hospitalization, left ventricular device implantation and heart transplantation.
Results:
In TRIUMPH, median age was 74 years, 37% of patients were female and 82% were in NYHA class III/IV. Estimated KBs were continuously higher in the 185 (40%) patients reaching the combined endpoint. Hazard ratios (HR) (95% confidence interval [CI]) for the endpoint per doubling of total KBs (TKBs), acetone, and β-hydroxybutyrate were 2.10 (1.27-3.71), 1.62 (1.08-2.44) and 1.62 (1.22-2.23), respectively, at any time during follow-up after adjustment for clinical characteristics and NT-proBNP at baseline. In Bio-SHiFT, median age was 64 years, 28.5% of patients were female, and 124 (31.2%) patients reached the primary endpoint. KBs were higher in patients reaching the endpoint. The HR per doubling of TKB was 5.36 (95% CI 2.18-14.0) and 4.24 (31.4-5.95) for acetone.
Conclusion:
Serially measured KB levels were associated with adverse events in two independent HF cohorts. Patients with adverse events displayed consistently higher KBs, potentially reflecting ongoing metabolic stress.
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