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Updated: May 3, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Impact of diabetes on outcomes in patients with low and preserved ejection fraction heart failure: an analysis of the
Michael R MacDonald1, Mark C Petrie, Fumi Varyani
1Glasgow Royal Infirmary, Glasgow, UK.
Diabetes increases cardiovascular risks in heart failure (HF) patients. This risk is significantly higher for those with preserved ejection fraction (EF) heart failure compared to low EF heart failure.
Area of Science:
- Cardiology
- Endocrinology
- Clinical Research
Background:
- Diabetes is a common comorbidity in heart failure (HF) patients.
- The impact of diabetes on cardiovascular outcomes may vary based on left ventricular ejection fraction (EF).
Purpose of the Study:
- To investigate if the risk of adverse cardiovascular outcomes associated with diabetes differs between patients with preserved ejection fraction (EF) heart failure and low EF heart failure.
Main Methods:
- Analysis of data from the Candesartan in Heart failure-Assessment of Reduction in Mortality and morbidity (CHARM) program, involving 7599 patients with symptomatic HF and a wide range of EF.
- Comparison of diabetes prevalence and its association with cardiovascular outcomes across preserved EF (>40%) and low EF (<=40%) groups.
Main Results:
- Diabetes prevalence was similar in both preserved EF (28.3%) and low EF (28.5%) groups.
- Diabetes was associated with a significantly greater relative risk of CV death or HF hospitalization in preserved EF HF (HR 2.0) compared to low EF HF (HR 1.60; P = 0.0009 for interaction).
- Diabetes was an independent predictor of all-cause mortality in both EF groups, with similar risk.
Conclusions:
- Diabetes is an independent predictor of cardiovascular morbidity and mortality in heart failure patients, irrespective of ejection fraction.
- The relative risk of cardiovascular death or HF hospitalization due to diabetes is substantially higher in patients with preserved EF heart failure than in those with low EF heart failure.
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