Accuracy of 4D Flow Measurement of Cerebrospinal Fluid Dynamics in the Cervical Spine: An In Vitro Verification Against Numerical Simulation
Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CS...
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Published in | Annals of biomedical engineering Vol. 44; no. 11; pp. 3202 - 3214 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.11.2016
Springer Nature B.V |
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Abstract | Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CSF dynamics in healthy and disease states, but prior to further implementation of this technique, its accuracy in measuring CSF velocity magnitude and distribution must be evaluated. In this study, an MR-compatible experimental platform was developed based on an anatomically detailed 3D printed model of the cervical subarachnoid space and subject specific flow boundary conditions. Accuracy of 4D Flow measurements was assessed by comparison of CSF velocities obtained within the
in vitro
model with the numerically predicted velocities calculated from a spatially averaged computational fluid dynamics (CFD) model based on the same geometry and flow boundary conditions. Good agreement was observed between CFD and 4D Flow in terms of spatial distribution and peak magnitude of through-plane velocities with an average difference of 7.5 and 10.6% for peak systolic and diastolic velocities, respectively. Regression analysis showed lower accuracy of 4D Flow measurement at the timeframes corresponding to low CSF flow rate and poor correlation between CFD and 4D Flow in-plane velocities. |
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AbstractList | Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CSF dynamics in healthy and disease states, but prior to further implementation of this technique, its accuracy in measuring CSF velocity magnitude and distribution must be evaluated. In this study, an MR-compatible experimental platform was developed based on an anatomically detailed 3D printed model of the cervical subarachnoid space and subject specific flow boundary conditions. Accuracy of 4D Flow measurements was assessed by comparison of CSF velocities obtained within the in vitro model with the numerically predicted velocities calculated from a spatially averaged computational fluid dynamics (CFD) model based on the same geometry and flow boundary conditions. Good agreement was observed between CFD and 4D Flow in terms of spatial distribution and peak magnitude of through-plane velocities with an average difference of 7.5 and 10.6% for peak systolic and diastolic velocities, respectively. Regression analysis showed lower accuracy of 4D Flow measurement at the timeframes corresponding to low CSF flow rate and poor correlation between CFD and 4D Flow in-plane velocities. Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CSF dynamics in healthy and disease states, but prior to further implementation of this technique, its accuracy in measuring CSF velocity magnitude and distribution must be evaluated. In this study, an MR-compatible experimental platform was developed based on an anatomically detailed 3D printed model of the cervical subarachnoid space and subject specific flow boundary conditions. Accuracy of 4D Flow measurements was assessed by comparison of CSF velocities obtained within the in vitro model with the numerically predicted velocities calculated from a spatially averaged computational fluid dynamics (CFD) model based on the same geometry and flow boundary conditions. Good agreement was observed between CFD and 4D Flow in terms of spatial distribution and peak magnitude of through-plane velocities with an average difference of 7.5 and 10.6% for peak systolic and diastolic velocities, respectively. Regression analysis showed lower accuracy of 4D Flow measurement at the timeframes corresponding to low CSF flow rate and poor correlation between CFD and 4D Flow in-plane velocities. Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CSF dynamics in healthy and disease states, but prior to further implementation of this technique, its accuracy in measuring CSF velocity magnitude and distribution must be evaluated. In this study, an MR-compatible experimental platform was developed based on an anatomically detailed 3D printed model of the cervical subarachnoid space and subject specific flow boundary conditions. Accuracy of 4D Flow measurements was assessed by comparison of CSF velocities obtained within the in vitro model with the numerically predicted velocities calculated from a spatially averaged computational fluid dynamics (CFD) model based on the same geometry and flow boundary conditions. Good agreement was observed between CFD and 4D Flow in terms of spatial distribution and peak magnitude of through-plane velocities with an average difference of 7.5 and 10.6% for peak systolic and diastolic velocities, respectively. Regression analysis showed lower accuracy of 4D Flow measurement at the timeframes corresponding to low CSF flow rate and poor correlation between CFD and 4D Flow in-plane velocities.Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as hydrocephalus and Chiari malformation. Three directional phase contrast MRI (4D Flow) has been proposed as one method for quantification of the CSF dynamics in healthy and disease states, but prior to further implementation of this technique, its accuracy in measuring CSF velocity magnitude and distribution must be evaluated. In this study, an MR-compatible experimental platform was developed based on an anatomically detailed 3D printed model of the cervical subarachnoid space and subject specific flow boundary conditions. Accuracy of 4D Flow measurements was assessed by comparison of CSF velocities obtained within the in vitro model with the numerically predicted velocities calculated from a spatially averaged computational fluid dynamics (CFD) model based on the same geometry and flow boundary conditions. Good agreement was observed between CFD and 4D Flow in terms of spatial distribution and peak magnitude of through-plane velocities with an average difference of 7.5 and 10.6% for peak systolic and diastolic velocities, respectively. Regression analysis showed lower accuracy of 4D Flow measurement at the timeframes corresponding to low CSF flow rate and poor correlation between CFD and 4D Flow in-plane velocities. |
Author | Giese, Daniel Kröger, Jan Robert Heidari Pahlavian, Soroush Loth, Francis Hedderich, Dennis M. Bunck, Alexander C. Martin, Bryn A. Thyagaraj, Suraj |
AuthorAffiliation | 1 Conquer Chiari Research Center, The University of Akron, Akron, OH, U.S.A 4 Department of Radiology, University Hospital of Muenster, Muenster, Germany 5 Department of Biological Engineering, The University of Idaho, Idaho, USA 3 Department of Radiology, University Hospital of Cologne, Cologne, Germany 2 Department of Mechanical Engineering, The University of Akron, Akron, OH, U.S.A |
AuthorAffiliation_xml | – name: 1 Conquer Chiari Research Center, The University of Akron, Akron, OH, U.S.A – name: 5 Department of Biological Engineering, The University of Idaho, Idaho, USA – name: 3 Department of Radiology, University Hospital of Cologne, Cologne, Germany – name: 4 Department of Radiology, University Hospital of Muenster, Muenster, Germany – name: 2 Department of Mechanical Engineering, The University of Akron, Akron, OH, U.S.A |
Author_xml | – sequence: 1 givenname: Soroush surname: Heidari Pahlavian fullname: Heidari Pahlavian, Soroush organization: Conquer Chiari Research Center, The University of Akron, Department of Mechanical Engineering, The University of Akron – sequence: 2 givenname: Alexander C. surname: Bunck fullname: Bunck, Alexander C. organization: Department of Radiology, University Hospital of Cologne, Department of Radiology, University Hospital of Muenster – sequence: 3 givenname: Suraj surname: Thyagaraj fullname: Thyagaraj, Suraj organization: Conquer Chiari Research Center, The University of Akron, Department of Mechanical Engineering, The University of Akron – sequence: 4 givenname: Daniel surname: Giese fullname: Giese, Daniel organization: Department of Radiology, University Hospital of Cologne – sequence: 5 givenname: Francis surname: Loth fullname: Loth, Francis organization: Conquer Chiari Research Center, The University of Akron, Department of Mechanical Engineering, The University of Akron – sequence: 6 givenname: Dennis M. surname: Hedderich fullname: Hedderich, Dennis M. organization: Department of Radiology, University Hospital of Cologne – sequence: 7 givenname: Jan Robert surname: Kröger fullname: Kröger, Jan Robert organization: Department of Radiology, University Hospital of Muenster – sequence: 8 givenname: Bryn A. surname: Martin fullname: Martin, Bryn A. email: brynm@uidaho.edu organization: Department of Biological Engineering, The University of Idaho |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27043214$$D View this record in MEDLINE/PubMed |
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SubjectTerms | Accuracy Biochemistry Biological and Medical Physics Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Biophysics Boundary conditions Cerebrospinal fluid Cerebrospinal Fluid - metabolism Cervical Cord - diagnostic imaging Cervical Cord - metabolism Cervical Vertebrae - diagnostic imaging Cervical Vertebrae - metabolism Classical Mechanics Computational fluid dynamics Computer Simulation Dynamics Flow measurement Fluid dynamics Humans Hydrodynamics In vitro testing Magnetic Resonance Imaging Mathematical models Models, Neurological Regression analysis Spatial distribution Spine |
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Title | Accuracy of 4D Flow Measurement of Cerebrospinal Fluid Dynamics in the Cervical Spine: An In Vitro Verification Against Numerical Simulation |
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