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Updated: Dec 4, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Predicted Cardiac Hemodynamic Consequences of the Renal Actions of SGLT2i in the DAPA-HF Study Population: A
Hongtao Yu1, Weifeng Tang2, Peter J Greasley3
1School of Chemical, Materials, and Biomedical Engineering, University of Georgia, Athens, Georgia, USA.
Insights
Sodium-glucose cotransporter-2 inhibitors (SGLT2i) like dapagliflozin reduce heart failure hospitalizations by decreasing fluid volume and cardiac preload. This simulation shows SGLT2i’s natriuretic and diuretic effects improve heart failure with reduced ejection fraction outcomes.
Area of Science:
- Cardiology
- Pharmacology
- Medical Simulation
Background:
- Sodium-glucose cotransporter-2 inhibitors (SGLT2i) show efficacy in heart failure with reduced ejection fraction (HF-rEF).
- The DAPA-HF trial confirmed dapagliflozin reduces hospitalizations and cardiovascular death in HF-rEF patients.
- Mechanisms underlying SGLT2i benefits in HF-rEF are multifactorial and not fully elucidated.
Purpose of the Study:
- To quantify the contribution of natriuretic/diuretic effects of SGLT2 inhibitors to hemodynamic changes in HF-rEF.
- To model the impact of SGLT2 inhibition on cardiac remodeling and fluid balance in HF-rEF.
- To simulate cardiovascular responses to SGLT2 inhibition in a virtual HF-rEF population.
Main Methods:
- Utilized an integrated cardiorenal mathematical model to simulate SGLT2 inhibition.
- Generated a virtual population of HF-rEF patients by parameter variation, matching DAPA-HF baseline characteristics.
- Simulated cardiovascular responses to placebo and SGLT2 inhibition over time.
Main Results:
- SGLT2 inhibition led to significant diuresis and natriuresis within 14 days, reducing blood and interstitial fluid volumes.
- This resulted in decreased cardiac preload, indicated by lower left ventricular end-diastolic volume and pressure.
- After 1 year, simulations showed reduced left ventricular mass and improved ejection fraction compared to placebo.
Conclusions:
- The natriuretic and diuretic effects of SGLT2 inhibitors play a significant role in improving cardiac hemodynamics and remodeling in HF-rEF.
- These hemodynamic changes contribute to the observed benefits of SGLT2i in reducing heart failure hospitalizations.
- Further research is needed to explore other contributing mechanisms beyond fluid and hemodynamic effects.
Abstract:
The Dapagliflozin and Prevention of Adverse Outcomes in Heart Failure (DAPA-HF) study demonstrated that dapagliflozin, a sodium-glucose cotransporter-2 inhibitor (SGLT2i), reduced heart failure hospitalization and cardiovascular death in patients with heart failure with reduced ejection fraction (HF-rEF), with and without type 2 diabetes mellitus. Multiple potential mechanisms have been proposed to explain this benefit, which may be multifactorial. This study aimed to quantify the contribution of the known natriuretic/diuretic effects of SGLT2is to changes in cardiac hemodynamics, remodeling, and fluid homeostasis in the setting of HF-rEF. An integrated cardiorenal mathematical model was used to simulate inhibition of SGLT2 and its consequences on cardiac hemodynamics in a virtual population of HF-rEF patients generated by varying model parameters over physiologically plausible ranges and matching to baseline characteristics of individual DAPA-HF trial patients. Cardiovascular responses to placebo and SGLT2i over time were then simulated. The baseline characteristics of the HF-rEF virtual population and DAPA-HF were in good agreement. SGLT2i-induced diuresis and natriuresis that reduced blood volume and interstitial fluid volume, relative to placebo within 14 days. This resulted in decreased left ventricular end-diastolic volume and pressure, indicating reduced cardiac preload. Thereafter, blood volume and interstitial fluid volume again began to accumulate, but pressures and volumes remained shifted lower relative to placebo. After 1 year, left ventricle mass was lower and ejection fraction was higher than placebo. These simulations considered only hemodynamic consequences of the natriuretic/diuretic effects of SGLT2i, as other mechanisms may contribute additional benefits besides those predictions.
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