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Updated: Oct 31, 2025

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In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
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Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study
Luca Dedè1, Francesco Regazzoni1, Christian Vergara2
1MOX, Dipartimento di Matematica, Politecnico di Milano, Milan, Italy.
Mathematical Biosciences and Engineering : MBE
|July 2, 2021
Summary
COVID-19 can harm the heart, leading to conditions like myocarditis and heart failure. This study uses a computational model to explore how COVID-19 affects cardiac and pulmonary functions in patients.
Area of Science:
- Cardiovascular Medicine
- Computational Biology
- Infectious Diseases
Background:
- COVID-19 infection is increasingly linked to cardiovascular complications.
- These complications include myocardial injury, acute coronary syndrome, myocarditis, arrhythmia, and heart failure.
- Understanding the cardiovascular impact of COVID-19 is crucial for patient management.
Purpose of the Study:
- To investigate the interplay between local cardiac changes, global cardiovascular variables, and overall cardiac function in COVID-19 patients.
- To develop and utilize a computational model to simulate cardiovascular and pulmonary interactions.
- To assess cardiac function parameters in virtual subjects with varying COVID-19 severity.
Main Methods:
- Employed a lumped parameters computational model of the cardiovascular system.
- Utilized a three-dimensional multiphysics model of cardiac electromechanics.
- Simulated systemic and pulmonary circulations, cardiac valves, and chambers using physical process equations.
Main Results:
- The computational model successfully simulated cardiovascular dynamics.
- Assessed key cardiac function parameters through numerical simulations.
- Revealed interactions between cardiac and pulmonary functions in simulated COVID-19 scenarios.
Conclusions:
- A novel computational model can effectively reveal cardiac and pulmonary function interactions.
- The model aids in understanding cardiovascular impacts of COVID-19 in diverse patient profiles.
- This approach offers insights for prospective treatment strategies in COVID-19 patients with cardiac involvement.
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