In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI

Abstract Background Phase contrast magnetic resonance imaging, PC MRI, is a valuable tool allowing for non-invasive quantification of CSF dynamics, but has lacked adoption in clinical practice for Chiari malformation diagnostics. To improve these diagnostic practices, a better understanding of PC MR...

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Main Authors: Gwendolyn Williams, Suraj Thyagaraj, Audrey Fu, John Oshinski, Daniel Giese, Alexander C. Bunck, Eleonora Fornari, Francesco Santini, Mark Luciano, Francis Loth, Bryn A. Martin
Format: Article
Language:English
Published: BMC 2021-03-01
Series:Fluids and Barriers of the CNS
Subjects:
Online Access:https://doi.org/10.1186/s12987-021-00246-3
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spelling doaj-f0e39c5984234016950962b51c6370172021-03-21T12:28:50ZengBMCFluids and Barriers of the CNS2045-81182021-03-0118111510.1186/s12987-021-00246-3In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRIGwendolyn Williams0Suraj Thyagaraj1Audrey Fu2John Oshinski3Daniel Giese4Alexander C. Bunck5Eleonora Fornari6Francesco Santini7Mark Luciano8Francis Loth9Bryn A. Martin10Department of Chemical and Biological Engineering, University of IdahoDepartment of Mechanical Engineering, Conquer Chiari Research Center, University of AkronDepartment of Mathematics and Statistical Science, University of IdahoDepartment of Radiology and Imaging Sciences, Emory UniversityDepartment of Radiology, University Hospital of CologneDepartment of Radiology, University Hospital of CologneCIBM, Department of Radiology, Centre Hospitalier Universitaire Vaudois (CHUV) and University of LausanneDivision of Radiological Physics, Department of Radiology, University Hospital of BaselDepartment of Neurosurgery, John Hopkins UniversityDepartment of Mechanical Engineering, Conquer Chiari Research Center, University of AkronDepartment of Chemical and Biological Engineering, University of IdahoAbstract Background Phase contrast magnetic resonance imaging, PC MRI, is a valuable tool allowing for non-invasive quantification of CSF dynamics, but has lacked adoption in clinical practice for Chiari malformation diagnostics. To improve these diagnostic practices, a better understanding of PC MRI based measurement agreement, repeatability, and reproducibility of CSF dynamics is needed. Methods An anatomically realistic in vitro subject specific model of a Chiari malformation patient was scanned three times at five different scanning centers using 2D PC MRI and 4D Flow techniques to quantify intra-scanner repeatability, inter-scanner reproducibility, and agreement between imaging modalities. Peak systolic CSF velocities were measured at nine axial planes using 2D PC MRI, which were then compared to 4D Flow peak systolic velocity measurements extracted at those exact axial positions along the model. Results Comparison of measurement results showed good overall agreement of CSF velocity detection between 2D PC MRI and 4D Flow (p = 0.86), fair intra-scanner repeatability (confidence intervals ± 1.5 cm/s), and poor inter-scanner reproducibility. On average, 4D Flow measurements had a larger variability than 2D PC MRI measurements (standard deviations 1.83 and 1.04 cm/s, respectively). Conclusion Agreement, repeatability, and reproducibility of 2D PC MRI and 4D Flow detection of peak CSF velocities was quantified using a patient-specific in vitro model of Chiari malformation. In combination, the greatest factor leading to measurement inconsistency was determined to be a lack of reproducibility between different MRI centers. Overall, these findings may help lead to better understanding for application of 2D PC MRI and 4D Flow techniques as diagnostic tools for CSF dynamics quantification in Chiari malformation and related diseases.https://doi.org/10.1186/s12987-021-00246-3Cerebrospinal fluidPhase contrastMagnetic resonance imagingChiari malformationSpinal cord
collection DOAJ
language English
format Article
sources DOAJ
author Gwendolyn Williams
Suraj Thyagaraj
Audrey Fu
John Oshinski
Daniel Giese
Alexander C. Bunck
Eleonora Fornari
Francesco Santini
Mark Luciano
Francis Loth
Bryn A. Martin
spellingShingle Gwendolyn Williams
Suraj Thyagaraj
Audrey Fu
John Oshinski
Daniel Giese
Alexander C. Bunck
Eleonora Fornari
Francesco Santini
Mark Luciano
Francis Loth
Bryn A. Martin
In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
Fluids and Barriers of the CNS
Cerebrospinal fluid
Phase contrast
Magnetic resonance imaging
Chiari malformation
Spinal cord
author_facet Gwendolyn Williams
Suraj Thyagaraj
Audrey Fu
John Oshinski
Daniel Giese
Alexander C. Bunck
Eleonora Fornari
Francesco Santini
Mark Luciano
Francis Loth
Bryn A. Martin
author_sort Gwendolyn Williams
title In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
title_short In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
title_full In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
title_fullStr In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
title_full_unstemmed In vitro evaluation of cerebrospinal fluid velocity measurement in type I Chiari malformation: repeatability, reproducibility, and agreement using 2D phase contrast and 4D flow MRI
title_sort in vitro evaluation of cerebrospinal fluid velocity measurement in type i chiari malformation: repeatability, reproducibility, and agreement using 2d phase contrast and 4d flow mri
publisher BMC
series Fluids and Barriers of the CNS
issn 2045-8118
publishDate 2021-03-01
description Abstract Background Phase contrast magnetic resonance imaging, PC MRI, is a valuable tool allowing for non-invasive quantification of CSF dynamics, but has lacked adoption in clinical practice for Chiari malformation diagnostics. To improve these diagnostic practices, a better understanding of PC MRI based measurement agreement, repeatability, and reproducibility of CSF dynamics is needed. Methods An anatomically realistic in vitro subject specific model of a Chiari malformation patient was scanned three times at five different scanning centers using 2D PC MRI and 4D Flow techniques to quantify intra-scanner repeatability, inter-scanner reproducibility, and agreement between imaging modalities. Peak systolic CSF velocities were measured at nine axial planes using 2D PC MRI, which were then compared to 4D Flow peak systolic velocity measurements extracted at those exact axial positions along the model. Results Comparison of measurement results showed good overall agreement of CSF velocity detection between 2D PC MRI and 4D Flow (p = 0.86), fair intra-scanner repeatability (confidence intervals ± 1.5 cm/s), and poor inter-scanner reproducibility. On average, 4D Flow measurements had a larger variability than 2D PC MRI measurements (standard deviations 1.83 and 1.04 cm/s, respectively). Conclusion Agreement, repeatability, and reproducibility of 2D PC MRI and 4D Flow detection of peak CSF velocities was quantified using a patient-specific in vitro model of Chiari malformation. In combination, the greatest factor leading to measurement inconsistency was determined to be a lack of reproducibility between different MRI centers. Overall, these findings may help lead to better understanding for application of 2D PC MRI and 4D Flow techniques as diagnostic tools for CSF dynamics quantification in Chiari malformation and related diseases.
topic Cerebrospinal fluid
Phase contrast
Magnetic resonance imaging
Chiari malformation
Spinal cord
url https://doi.org/10.1186/s12987-021-00246-3
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