Comparison of 4D Phase-Contrast MRI Flow Measurements to Computational Fluid Dynamics Simulations of Cerebrospinal Fluid Motion in the Cervical Spine

被引:65
作者
Yiallourou, Theresia I. [1 ]
Kroeger, Jan Robert [2 ]
Stergiopulos, Nikolaos [1 ]
Maintz, David [3 ]
Martin, Bryn A. [1 ,4 ]
Bunck, Alexander C. [2 ,3 ]
机构
[1] Ecole Polytech Fed Lausanne, Lab Hemodynam & Cardiovasc Technol, Lausanne, Switzerland
[2] Univ Hosp Munster, Dept Clin Radiol, Munster, Germany
[3] Univ Hosp Cologne, Dept Radiol, Cologne, Germany
[4] Univ Akron, Conquer Chiari Res Ctr, Akron, OH 44325 USA
基金
瑞士国家科学基金会;
关键词
PRESSURE WAVE-PROPAGATION; CHIARI-I MALFORMATION; SUBARACHNOID SPACE; MAGNETIC-RESONANCE; FORAMEN MAGNUM; CSF FLOW; HYDRODYNAMICS; MODEL; ARACHNOIDITIS; 3RD-VENTRICLE;
D O I
10.1371/journal.pone.0052284
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cerebrospinal fluid (CSF) dynamics in the cervical spinal subarachnoid space (SSS) have been thought to be important to help diagnose and assess craniospinal disorders such as Chiari I malformation (CM). In this study we obtained time-resolved three directional velocity encoded phase-contrast MRI (4D PC MRI) in three healthy volunteers and four CM patients and compared the 4D PC MRI measurements to subject-specific 3D computational fluid dynamics (CFD) simulations. The CFD simulations considered the geometry to be rigid-walled and did not include small anatomical structures such as nerve roots, denticulate ligaments and arachnoid trabeculae. Results were compared at nine axial planes along the cervical SSS in terms of peak CSF velocities in both the cranial and caudal direction and visual interpretation of thru-plane velocity profiles. 4D PC MRI peak CSF velocities were consistently greater than the CFD peak velocities and these differences were more pronounced in CM patients than in healthy subjects. In the upper cervical SSS of CM patients the 4D PC MRI quantified stronger fluid jets than the CFD. Visual interpretation of the 4D PC MRI thru-plane velocity profiles showed greater pulsatile movement of CSF in the anterior SSS in comparison to the posterior and reduction in local CSF velocities near nerve roots. CFD velocity profiles were relatively uniform around the spinal cord for all subjects. This study represents the first comparison of 4D PC MRI measurements to CFD of CSF flow in the cervical SSS. The results highlight the utility of 4D PC MRI for evaluation of complex CSF dynamics and the need for improvement of CFD methodology. Future studies are needed to investigate whether integration of fine anatomical structures and gross motion of the brain and/or spinal cord into the computational model will lead to a better agreement between the two techniques.
引用
收藏
页数:13
相关论文
共 50 条
[31]   4DFlowNet: Super-Resolution 4D Flow MRI Using Deep Learning and Computational Fluid Dynamics [J].
Ferdian, Edward ;
Suinesiaputra, Avan ;
Dubowitz, David J. ;
Zhao, Debbie ;
Wang, Alan ;
Cowan, Brett ;
Young, Alistair A. .
FRONTIERS IN PHYSICS, 2020, 8
[32]   Blood and cerebrospinal fluid flow oscillations measured with real-time phase-contrast MRI: breathing mode matters [J].
Lagana, Maria Marcella ;
Di Tella, Sonia ;
Ferrari, Francesca ;
Pelizzari, Laura ;
Cazzoli, Marta ;
Alperin, Noam ;
Jin, Ning ;
Zaca, Domenico ;
Baselli, Giuseppe ;
Baglio, Francesca .
FLUIDS AND BARRIERS OF THE CNS, 2022, 19 (01)
[33]   Quantitative Evaluation of Normal Aqueductal Cerebrospinal Fluid Flow Using Phase-Contrast Cine MRI According to Age and Sex [J].
Oner, Zulal ;
Kahraman, Aysegul Sagir ;
Kose, Evren ;
Oner, Serkan ;
Kavakli, Ahmet ;
Cay, Mahmut ;
Ozbag, Davut .
ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY, 2017, 300 (03) :549-555
[34]   ANALYSIS OF CEREBROSPINAL-FLUID FLOW WAVE-FORMS WITH GATED PHASE-CONTRAST MR VELOCITY-MEASUREMENTS [J].
BHADELIA, RA ;
BOGDAN, AR ;
WOLPERT, SM .
AMERICAN JOURNAL OF NEURORADIOLOGY, 1995, 16 (02) :389-400
[35]   Normal values for cerebrospinal fluid flow dynamics in the aqueduct of Sylvius through optimized analysis of phase-contrast MR images [J].
Florez, N. ;
Marti-Bonmati, L. ;
Forner, J. ;
Arana, E. ;
Moratal, D. .
RADIOLOGIA, 2009, 51 (01) :38-44
[36]   Evaluation of aqueductal cerebrospinal fluid flow dynamics with phase-contrast cine magnetic resonance imaging in normal pediatric cases [J].
Ozturk, Mehmet ;
Sigirci, Ahmet ;
Unlu, Serkan .
CLINICAL IMAGING, 2016, 40 (06) :1286-1290
[37]   Velocity Measurement in Carotid Artery: Quantitative Comparison of Time-Resolved 3D Phase-Contrast MRI and Image-based Computational Fluid Dynamics [J].
Sarrami-Foroushani, Ali ;
Esfahany, Mohsen Nasr ;
Moghaddam, Abbas Nasiraei ;
Rad, Hamidreza Saligheh ;
Firouznia, Kavous ;
Shakiba, Madjid ;
Ghanaati, Hossein ;
Wilkinson, Iain David ;
Frangi, Alejandro Federico .
IRANIAN JOURNAL OF RADIOLOGY, 2015, 12 (04)
[38]   A comparison of 4D flow MRI-derived wall shear stress with computational fluid dynamics methods for intracranial aneurysms and carotid bifurcations - A review [J].
Szajer, Jeremy ;
Ho-Shon, Kevin .
MAGNETIC RESONANCE IMAGING, 2018, 48 :62-69
[39]   Cine Phase-Contrast MRI Measurement of CSF Flow in the Cervical Spine: A Pilot Study in Patients with Spinal Cord Injury [J].
Negahdar, M. J. ;
Shakeri, M. ;
McDowell, E. ;
Wells, J. ;
Vitaz, T. ;
Harkema, S. ;
Amini, A. .
MEDICAL IMAGING 2011: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2011, 7965
[40]   Human upper-airway respiratory airflow: In vivo comparison of computational fluid dynamics simulations and hyperpolarized 129Xe phase contrast MRI velocimetry [J].
Xiao, Qiwei ;
Stewart, Neil J. ;
Willmering, Matthew M. ;
Gunatilaka, Chamindu C. ;
Thomen, Robert P. ;
Schuh, Andreas ;
Krishnamoorthy, Guruprasad ;
Wang, Hui ;
Amin, Raouf S. ;
Dumoulin, Charles L. ;
Woods, Jason C. ;
Bates, Alister J. .
PLOS ONE, 2021, 16 (08)