journal article·2025-01-20Open access

A Novel Method Combining Radial Projection with Simultaneous Multislice Imaging for Measuring Cerebrovascular Pulse Wave Velocity

Jeong-Min Shim, Chang-Ki Kang, Young-Don Son

Applied Sciences· Volume 15· Issue 2

Abstract

Magnetic resonance imaging (MRI) using a simultaneous multislice technique can measure dynamic vascular elasticity over time. However, conventional k-space undersampling can cause signal interference, owing to vertical projection between blood vessels within the same hemisphere. Here, we proposed a radial projection method that can reduce signal interference between the blood vessels and aimed to verify the theoretical and practical effects of this method. A dataset from the internal and common carotid arteries (ICA and CCA) was used for both projection methods. Pulse wave velocity (PWV) was calculated using the ICA and CCA time series, and the methods were compared using the mean absolute error of PWV. The feasibility of the radial projection method in an actual MRI environment was also evaluated. PWVs of the radial projection method were statistically indistinguishable from the ground truth. And the radial projection method was less sensitive to background noise levels and showed similar results to the ground truth. This method could effectively avoid signal interference between vessels and was feasible for use in real MRI environments, maintaining high temporal resolution even with fewer sampling timepoints. Therefore, it can contribute to the early diagnosis and treatment of cerebrovascular diseases through accurate and dynamic PWV measurements.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Cardiovascular Health and Disease Prevention · Advanced MRI Techniques and Applications · Cerebrovascular and Carotid Artery Diseases

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Biomedical Engineering, Gachon University Graduate School, Seongnam 13120, Republic of Korea

Neuroscience Research Institute, Gachon University, Incheon 21565, Republic of Korea

Department of Radiological Science, College of Medical Science, Gachon University, Incheon 21936, Republic of Korea

Department of Biomedical Engineering, College of IT Convergence, Gachon University, Seongnam 13120, Republic of Korea

Funding

National Research Foundation of Korea (NRF) · Korean government (MSIT) · Gachon University Research Fund of 2023

References (31)

Show source-provided references
1. Role of Arterial Stiffness in Cardiovascular Disease10.1258/cvd.2012.012016 ↗
2. Kim, H.-L., and Kim, S.-H. (2019). Pulse Wave Velocity in Atherosclerosis. Front. Cardiovasc. Med., 6.10.3389/fcvm.2019.00041 ↗
3. Pulse Wave Velocity Is Associated with Early Clinical Outcome after Ischemic Stroke10.1016/j.atherosclerosis.2012.09.024 ↗
4. The Association between Cerebral Atherosclerosis and Arterial Stiffness in Acute Ischemic Stroke10.1016/j.atherosclerosis.2011.09.013 ↗
5. Aortic Stiffness Is an Independent Predictor of Fatal Stroke in Essential Hypertension10.1161/01.STR.0000065428.03209.64 ↗
6. Non-Invasive Methods for PWV Measurement in Blood Vessel Stiffness Assessment10.1109/RBME.2021.3092208 ↗
7. Association between Periodontitis and Pulse Wave Velocity: A Systematic Review and Meta-Analysis10.1007/s00784-020-03718-2 ↗
8. Review of MRI-Based Measurements of Pulse Wave Velocity: A Biomarker of Arterial Stiffness
9. Measurement of Pulse Wave Velocity Using Pulse Wave Doppler Ultrasound: Comparison with Arterial Tonometry10.1016/j.ultrasmedbio.2007.09.008 ↗
10. Expert Consensus Document on Arterial Stiffness: Methodological Issues and Clinical Applications10.1093/eurheartj/ehl254 ↗
11. Understanding Arterial Biomechanics with Ultrasound and Waveguide Models10.1121/AT.2023.19.1.46 ↗
12. Aortic Pulse Wave Velocity Measured by Pulse Wave Imaging (PWI): A Comparison with Applanation Tonometry10.1016/j.artres.2011.03.002 ↗
13. Noninvasive Assessment of Carotid-Femoral Pulse Wave Velocity: The Influence of Body Side and Body Contours10.1097/HJH.0b013e328360275d ↗
14. Yi, K.-K., Park, C., Yang, J., Lee, Y.-B., and Kang, C.-K. (2023). Quantitative Thermal Stimulation Using Therapeutic Ultrasound to Improve Cerebral Blood Flow and Reduce Vascular Stiffness. Sensors, 23.10.3390/s23208487 ↗
15. Estimation of Local Pulse Wave Velocity Using Arterial Diameter Waveforms: Experimental Validation in Sheep10.1088/1742-6596/332/1/012010 ↗
16. Tissue Doppler Imaging: Current and Potential Clinical Applications10.1136/heart.84.suppl_2.ii11 ↗
17. Atkinson, P., and Wells, P.N.T. (1977). Pulse-Doppler Ultrasound and Its Clinical Application. Yale J. Biol. Med., 50.
18. Pulse Wave Velocity: Methodology, Clinical Applications, and Interplay with Heart Rate Variability10.31083/j.rcm2507266 ↗
19. Doppler Ultrasound in the Measurement of Pulse Wave Velocity: Agreement with the Complior Method10.1186/1476-7120-9-13 ↗
20. An Ultrasound-Based Method for Determining Pulse Wave Velocity in Superficial Arteries10.1016/j.jbiomech.2003.12.031 ↗
21. Doppler Artifacts and Pitfalls10.1016/j.rcl.2006.10.014 ↗
22. Transcranial Doppler Ultrasonography (Uses, Limitations, and Potentials): A Review Article10.1186/s41984-021-00114-0 ↗
23. Transcranial Doppler Ultrasound: Technique and Application10.1055/s-0032-1331812 ↗
24. Magnetic Resonance Imaging: Historical Perspective10.1080/10976640600755302 ↗
25. Magnetic Resonance Imaging and Measurement of Blood Flow
26. Simultaneous Multislice (SMS) Imaging Techniques10.1002/mrm.25897 ↗
27. Jung, J.-Y., Lee, Y.-B., and Kang, C.-K. (2021). Novel Technique to Measure Pulse Wave Velocity in Brain Vessels Using a Fast Simultaneous Multi-Slice Excitation Magnetic Resonance Sequence. Sensors, 21.10.3390/s21196352 ↗
28. Golden-Angle Radial MRI: Basics, Advances, and Applications10.1002/jmri.28187 ↗
29. Zhu, Y., Gao, S., Cheng, L., and Bao, S. (2013, January 19–20). Review: K-Space Trajectory Development. Proceedings of the 2013 IEEE International Conference on Medical Imaging Physics and Engineering, Shenyang, China.10.1109/ICMIPE.2013.6864568 ↗
30. The Advantages of Radial Trajectories for Vessel-Selective Dynamic Angiography with Arterial Spin Labeling10.1007/s10334-019-00771-1 ↗
31. Charlton, P.H., Harana, J.M., Vennin, S., Li, Y., Chowienczyk, P., and Alastruey, J. (2019). Pulse Wave Database (PWDB): A Database of Arterial Pulse Waves Representative of Healthy Adults. Heart Circ.