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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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 |
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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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