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Modeling flow in an in vitro anatomical cerebrovascular model with experimental validation
Saurabh Bhardwaj1, Brent A Craven2, Jacob E Sever1
1Department of Biomedical Engineering, Pennsylvania State University, University Park, PA, United States.
Frontiers in Medical Technology
|March 13, 2023
Summary
Computational fluid dynamics (CFD) simulations accurately predict embolus migration in acute ischemic stroke (AIS) models. This study validates CFD models against in vitro experiments, paving the way for better understanding and treatment of AIS.
Area of Science:
- Biomedical Engineering
- Fluid Dynamics
- Neurology
Background:
- Acute ischemic stroke (AIS) is a major cause of death, resulting from blocked cerebral blood flow.
- Understanding embolus migration and lodging in cerebral vasculature is crucial for determining AIS severity.
- Current in vivo measurements of embolus dynamics in AIS patients are challenging.
Purpose of the Study:
- To develop and validate a computational fluid dynamics (CFD) model for simulating embolus migration in AIS.
- To create a realistic in vitro experimental model of the cerebral vasculature for comparison with CFD simulations.
- To establish a benchmark dataset for validating CFD models of AIS.
Main Methods:
- An in vitro anatomical model of the cerebral vasculature was constructed.
- Flow distribution in the model was adjusted to match literature-based physiological measurements.
- Pressure and flow rate data were collected under normal and stroke conditions.
- CFD simulations were performed and compared with experimental data for validation.
Main Results:
- CFD simulations showed close agreement with experimental data (within ±7% of mean values).
- Many CFD predictions fell within the experimental measurement uncertainty.
- The study provides a validated in vitro dataset for cerebrovascular flow.
Conclusions:
- CFD modeling offers a reliable method for predicting patient-specific hemodynamics and embolus migration in AIS.
- This work represents a significant step towards validating CFD models for AIS research.
- The validated model can enhance understanding of AIS mechanics and inform treatment strategies.
Keywords:
acute ischemic strokecerebral blood flowcerebrovascular modelfluid dynamicsimage based modeling
