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Evaluation of 4D flow MRI-based non-invasive pressure assessment in aortic coarctations
Affiliation:1. Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States;2. Division of Cardiovascular Medicine, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden;3. Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden;4. Radiology Service, VA Medical Center, San Francisco, CA, United States;1. Department of Mechanical Engineering, University College London, WC1E 7JE, UK;2. University College London Hospital, NW1 2BU, UK;3. Leeds Teaching Hospitals NHS Trust, LS1 3EX, UK;4. University of Warwick Medical School & University Hospitals Coventry and Warwickshire NHS Trust, CV4 7AL, UK
Abstract:Severity of aortic coarctation (CoA) is currently assessed by estimating trans-coarctation pressure drops through cardiac catheterization or echocardiography. In principle, more detailed information could be obtained non-invasively based on space- and time-resolved magnetic resonance imaging (4D flow) data. Yet the limitations of this imaging technique require testing the accuracy of 4D flow-derived hemodynamic quantities against other methodologies.With the objective of assessing the feasibility and accuracy of this non-invasive method to support the clinical diagnosis of CoA, we developed an algorithm (4DF-FEPPE) to obtain relative pressure distributions from 4D flow data by solving the Poisson pressure equation. 4DF-FEPPE was tested against results from a patient-specific fluid-structure interaction (FSI) simulation, whose patient-specific boundary conditions were prescribed based on 4D flow data. Since numerical simulations provide noise-free pressure fields on fine spatial and temporal scales, our analysis allowed to assess the uncertainties related to 4D flow noise and limited resolution.4DF-FEPPE and FSI results were compared on a series of cross-sections along the aorta. Bland-Altman analysis revealed very good agreement between the two methodologies in terms of instantaneous data at peak systole, end-diastole and time-averaged values: biases (means of differences) were +0.4 mmHg, −1.1 mmHg and +0.6 mmHg, respectively. Limits of agreement (2 SD) were ±0.978 mmHg, ±1.06 mmHg and ±1.97 mmHg, respectively. Peak-to-peak and maximum trans-coarctation pressure drops obtained with 4DF-FEPPE differed from FSI results by 0.75 mmHg and −1.34 mmHg respectively. The present study considers important validation aspects of non-invasive pressure difference estimation based on 4D flow MRI, showing the potential of this technology to be more broadly applied to the clinical practice.
Keywords:Aortic coarctation  4D flow MRI  Pressure Poisson equation  Non-invasive pressure difference estimation  Fluid dynamics
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