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 inAnnals of biomedical engineering Vol. 44; no. 11; pp. 3202 - 3214
Main Authors Heidari Pahlavian, Soroush, Bunck, Alexander C., Thyagaraj, Suraj, Giese, Daniel, Loth, Francis, Hedderich, Dennis M., Kröger, Jan Robert, Martin, Bryn A.
Format Journal Article
LanguageEnglish
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.
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
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  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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IngestDate Thu Aug 21 13:50:10 EDT 2025
Fri Jul 11 01:43:16 EDT 2025
Tue Aug 05 11:22:34 EDT 2025
Tue Aug 05 10:02:19 EDT 2025
Fri Jul 25 18:54:46 EDT 2025
Wed Feb 19 02:33:15 EST 2025
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Thu Apr 24 23:11:54 EDT 2025
Fri Feb 21 02:37:40 EST 2025
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Issue 11
Keywords Phantom experiment
Cerebrospinal fluid
Magnetic resonance imaging
Computational fluid dynamics
4D Flow measurement
Language English
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OpenAccessLink http://doi.org/10.1007/s10439-016-1602-x
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PublicationSubtitle The Journal of the Biomedical Engineering Society
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  year: 2012
  ident: 1602_CR36
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0052284
– volume: 22
  start-page: 232
  year: 2012
  ident: 1602_CR32
  publication-title: Eur. Radiol.
  doi: 10.1007/s00330-011-2247-7
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Snippet Abnormal alterations in cerebrospinal fluid (CSF) flow are thought to play an important role in pathophysiology of various craniospinal disorders such as...
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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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  providerName: Springer Nature
Title Accuracy of 4D Flow Measurement of Cerebrospinal Fluid Dynamics in the Cervical Spine: An In Vitro Verification Against Numerical Simulation
URI https://link.springer.com/article/10.1007/s10439-016-1602-x
https://www.ncbi.nlm.nih.gov/pubmed/27043214
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https://pubmed.ncbi.nlm.nih.gov/PMC5050060
Volume 44
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