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Updated: Feb 23, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
The lung water cascade in heart failure.
Eugenio Picano1, Maria C Scali2
1CNR Institute of Clinical Physiology, Pisa, Italy.
The "lung water cascade" describes heart failure progression from hemodynamic changes to lung edema and symptoms. Early intervention during this cascade, particularly at the imaging stage, offers the best chance for successful treatment.
Area of Science:
- Cardiology
- Pulmonary Medicine
- Medical Imaging
Background:
- Heart failure is a complex condition often involving fluid overload.
- Understanding the temporal sequence of fluid accumulation is crucial for effective management.
- Current diagnostic approaches may not fully capture the dynamic progression of pulmonary congestion.
Purpose of the Study:
- To introduce and define the
- a hypothesized sequential process in heart failure.
- To establish a temporal hierarchy of markers indicating fluid overload.
- To highlight the importance of early detection and intervention in managing pulmonary congestion.
Main Methods:
- Conceptual framework development based on clinical and physiological understanding.
- Identification of key markers: pulmonary capillary wedge pressure (hemodynamic), lung ultrasound B-lines (imaging), and dyspnea/crackles (clinical).
- Analysis of the time course for the progression and reversal of fluid overload markers.
Main Results:
- The lung water cascade progresses hierarchically: increased pulmonary capillary wedge pressure, followed by lung ultrasound B-lines, and finally clinical symptoms like dyspnea.
- The cascade completion time varies from minutes to weeks, depending on the clinical context.
- Therapeutic interventions are most effective when initiated early in the cascade, ideally at the asymptomatic imaging stage.
Conclusions:
- The lung water cascade provides a valuable framework for understanding fluid overload in heart failure.
- Early detection of pulmonary congestion using imaging markers like lung ultrasound B-lines is critical for timely and effective treatment.
- Intervention success is significantly higher before the onset of overt clinical symptoms.
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