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A mathematical pulmonary model for heart-lung interactions during mechanical ventilation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference2025-03-05PubMed
Total: 69.0Innovation: 8Impact: 6Rigor: 6Citation: 8

Summary

The authors extend a respiratory model with cardiovascular components, adding pleural pressure and ARDS-specific shunt–blood pressure dependency, to reproduce key heart–lung interactions under mechanical ventilation. Simulations match literature/clinical data for heart rate–stroke volume, PEEP–cardiac index relationships, and pulmonary hypertension effects.

Key Findings

  • Integrated pleural pressure into thoracic compartments and introduced ARDS-specific shunt–blood pressure dependency.
  • Reproduced heart rate–stroke volume and PEEP–cardiac index relationships, and effects of pulmonary hypertension.
  • Simulations agreed with literature and clinical comparator data, capturing major ventilation-induced hemodynamic effects.

Clinical Implications

Model-informed strategies could help titrate PEEP to balance oxygenation with hemodynamics, pending prospective validation and patient-specific parameterization.

Why It Matters

Provides a tractable in silico platform to study PEEP-cardiovascular trade-offs, enabling hypothesis testing and potential bedside decision support development.

Limitations

  • Assumptions and parameter choices may limit generalizability; lacks prospective patient-specific validation
  • Conference report without clear code/data availability statements

Future Directions

Release code and parameter sets, calibrate with bedside waveforms, and conduct prospective model-informed ventilation studies focusing on PEEP titration and hemodynamic safety.

Study Information

Study Type
Case series
Research Domain
Pathophysiology
Evidence Level
V - Computational model development with validation against existing data; no clinical trial
Study Design
OTHER