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Assessment of Model Based (Input) Impedance, Pulse Wave Velocity, and Wave Reflection in the Asklepios Cohort
Bernhard Hametner1, Stephanie Parragh2, Christopher Mayer1
1Health & Environment Department, AIT Austrian Institute of Technology, Vienna, Austria.
Insights
A novel mathematical model for arterial hemodynamics shows acceptable agreement with traditional methods, making it a feasible tool for assessing arterial stiffness and wave reflection in healthy middle-aged adults.
Area of Science:
- Cardiovascular Physiology
- Biomedical Engineering
- Medical Imaging
Background:
- Arterial stiffness and wave reflection are crucial surrogates for ventricular and vascular load, predicting cardiovascular events.
- Current clinical assessments are often laborious, limiting widespread application.
- Non-invasive methods are sought to simplify the evaluation of these hemodynamic parameters.
Purpose of the Study:
- To investigate arterial stiffness and central hemodynamics using arterial tonometry and echocardiography.
- To compare these measures against surrogates derived from a mathematical pressure and flow model.
- To assess the feasibility of model-based surrogates in a healthy middle-aged cohort.
Main Methods:
- Carotid artery tonometry and echocardiography were performed on 2226 participants.
- Systemic hemodynamics, arterial stiffness, and wave reflection parameters were measured.
- Echocardiography-derived flows were replaced with flows from a novel mathematical model for comparison.
Main Results:
- All investigated parameters demonstrated a significant association between the traditional and model-based methods.
- Acceptable overall agreement was observed for characteristic impedance, forward and backward pressure amplitudes, and pulse wave velocity.
- Mean differences indicated good concordance between the two approaches.
Conclusions:
- Model-based surrogates for arterial stiffness and central hemodynamics are feasible in a healthy middle-aged population.
- This approach warrants further investigation for clinical utility.
- Mathematical modeling offers a promising avenue for simplifying hemodynamic assessments.
Objectives:
Arterial stiffness and wave reflection parameters assessed from both invasive and non-invasive pressure and flow readings are used as surrogates for ventricular and vascular load. They have been reported to predict adverse cardiovascular events, but clinical assessment is laborious and may limit widespread use. This study aims to investigate measures of arterial stiffness and central hemodynamics provided by arterial tonometry alone and in combination with aortic root flows derived by echocardiography against surrogates derived by a mathematical pressure and flow model in a healthy middle-aged cohort.
Methods:
Measurements of carotid artery tonometry and echocardiography were performed on 2226 ASKLEPIOS study participants and parameters of systemic hemodynamics, arterial stiffness and wave reflection based on pressure and flow were measured. In a second step, the analysis was repeated but echocardiography derived flows were substituted by flows provided by a novel mathematical model. This was followed by a quantitative method comparison.
Results:
All investigated parameters showed a significant association between the methods. Overall agreement was acceptable for all parameters (mean differences: -0.0102 (0.033 SD) mmHg*s/ml for characteristic impedance, 0.36 (4.21 SD) mmHg for forward pressure amplitude, 2.26 (3.51 SD) mmHg for backward pressure amplitude and 0.717 (1.25 SD) m/s for pulse wave velocity).
Conclusion:
The results indicate that the use of model-based surrogates in a healthy middle aged cohort is feasible and deserves further attention.
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