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Establishment of the intracranial hemodynamic model based on contrast medium and clinical applications
1Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Insights
A new computer model accurately simulates anterior cerebral artery blood flow. It shows decreased maximum enhancement in patients with stroke symptoms, aiding in the diagnosis of cerebrovascular diseases.
Area of Science:
- Neurology
- Biomedical Engineering
- Medical Imaging
Background:
- Ischemic cerebrovascular diseases are prevalent in aging populations.
- CT perfusion (CTP) is widely used for detecting ischemic brain changes.
- Accurate hemodynamic assessment is crucial for diagnosing and managing cerebrovascular conditions.
Purpose of the Study:
- To develop a novel intracranial hemodynamic model for simulating anterior cerebral artery blood flow.
- To compare actual and simulated hemodynamic parameters in healthy individuals and patients with carotid stenosis or occlusion.
- To validate the model's reliability in reflecting cerebral hemodynamic status.
Main Methods:
- A mathematical model of intracranial hemodynamics was created using MATLAB.
- Retrospective data from 57 patients with infarct disease and 44 healthy controls were analyzed.
- Actual and simulated time-density curves (TDCs) were compared using parameters like time to peak enhancement (TTP), maximum enhancement (ME), and mean transit time (MTT).
Main Results:
- The model accurately simulated anterior cerebral artery hemodynamics in healthy individuals.
- Patients with infarct symptoms showed significantly decreased actual ME compared to simulated values.
- Mean transit time (MTT) was significantly delayed in infarct patients, indicating abnormal cerebral hemodynamics.
Conclusions:
- A reliable computer-based physiological model for simulating intracranial hemodynamics was successfully generated.
- The model effectively identified abnormal cerebral hemodynamics in infarct patients.
- This digital model may enhance CT contrast protocols and serve as a valuable tool for studying intracranial hemodynamics.
Abstract:
Ischemic cerebrovascular diseases are one of the most common vascular diseases in aged people and CT perfusion (CTP) is a very popular tool to detect the ischemic changes in brain vascular. The present study aims to establish a novel intracranial hemodynamic model to simulate anterior cerebral artery blood flow, and compare the actual and simulated hemodynamic parameters of healthy people and patients with carotid stenosis or occlusion.A mathematical model of the intracranial hemodynamic was generated using MATLAB software, and data from patients with or without infarct disease (57 and 44 cases, respectively) were retrospectively collected to test the new model. The actual time-density curve (TDC) of anterior cerebral artery was obtained from the original intracranial CTP data, and simulated TDC was calculated from our intracranial hemodynamic model. All model parameters were adjusted according to patients' sex, height, and weight. Time to peak enhancement (TTP), maximum enhancement (ME), and mean transit time (MTT) were selected to evaluate the status of hemodynamics.In healthy people, there were no significant differences of TTP and ME between actual and simulated curves. For patients with infarct symptoms, ME was significantly decreased in actual data compared with simulated curve, while there was no obvious difference of TTP between actual and simulated data. Moreover, MTT was delayed in infarct patients compared with healthy people.Our group generated a computer-based, physiologic model to simulate intracranial hemodynamics. The model successfully simulated anterior cerebral artery hemodynamics in normal healthy people and showed noncompliant ME and MTT in infarct patients, reflecting their abnormal cerebral hemodynamic status. The digital model is reliable and may help optimize the protocol of contrast medium enhancement in intracranial CT, and provide a solid tool to study intracranial hemodynamics.
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