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      Coronary Flow Assessment Using Accelerated 4D Flow MRI With Respiratory Motion Correction

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          Abstract

          Magnetic resonance imaging (MRI) can potentially be used for non-invasive screening of patients with stable angina pectoris to identify probable obstructive coronary artery disease. MRI-based coronary blood flow quantification has to date only been performed in a 2D fashion, limiting its clinical applicability. In this study, we propose a framework for coronary blood flow quantification using accelerated 4D flow MRI with respiratory motion correction and compressed sensing image reconstruction. We investigate its feasibility and repeatability in healthy subjects at rest. Fourteen healthy subjects received 8 times-accelerated 4D flow MRI covering the left coronary artery (LCA) with an isotropic spatial resolution of 1.0 mm 3. Respiratory motion correction was performed based on 1) lung-liver navigator signal, 2) real-time monitoring of foot-head motion of the liver and LCA by a separate acquisition, and 3) rigid image registration to correct for anterior-posterior motion. Time-averaged diastolic LCA flow was determined, as well as time-averaged diastolic maximal velocity (V MAX) and diastolic peak velocity (V PEAK). 2D flow MRI scans of the LCA were acquired for reference. Scan-rescan repeatability and agreement between 4D flow MRI and 2D flow MRI were assessed in terms of concordance correlation coefficient (CCC) and coefficient of variation (CV). The protocol resulted in good visibility of the LCA in 11 out of 14 subjects (six female, five male, aged 28 ± 4 years). The other 3 subjects were excluded from analysis. Time-averaged diastolic LCA flow measured by 4D flow MRI was 1.30 ± 0.39 ml/s and demonstrated good scan-rescan repeatability (CCC/CV = 0.79/20.4%). Time-averaged diastolic V MAX (17.2 ± 3.0 cm/s) and diastolic V PEAK (24.4 ± 6.5 cm/s) demonstrated moderate repeatability (CCC/CV = 0.52/19.0% and 0.68/23.0%, respectively). 4D flow- and 2D flow-based diastolic LCA flow agreed well (CCC/CV = 0.75/20.1%). Agreement between 4D flow MRI and 2D flow MRI was moderate for both diastolic V MAX and V PEAK (CCC/CV = 0.68/20.3% and 0.53/27.0%, respectively). In conclusion, the proposed framework of accelerated 4D flow MRI equipped with respiratory motion correction and compressed sensing image reconstruction enables repeatable diastolic LCA flow quantification that agrees well with 2D flow MRI.

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          Most cited references51

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          Intraclass correlation coefficient (ICC) is a widely used reliability index in test-retest, intrarater, and interrater reliability analyses. This article introduces the basic concept of ICC in the content of reliability analysis.
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                Author and article information

                Contributors
                Journal
                Front Bioeng Biotechnol
                Front Bioeng Biotechnol
                Front. Bioeng. Biotechnol.
                Frontiers in Bioengineering and Biotechnology
                Frontiers Media S.A.
                2296-4185
                17 August 2021
                2021
                17 August 2021
                : 9
                : 725833
                Affiliations
                [ 1 ]Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, Netherlands
                [ 2 ]Department of Biomedical Engineering and Physics, Amsterdam University Medical Centers, Amsterdam, Netherlands
                [ 3 ]Department of Cardiology, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands
                [ 4 ]Department of Cardiology, Amsterdam University Medical Centers, Amsterdam, Netherlands
                Author notes

                Edited by: Jolanda Wentzel, Erasmus Medical Center, Netherlands

                Reviewed by: Natalya Kizilova, Warsaw University of Technology, Poland

                Aike Qiao, Beijing University of Technology, China

                *Correspondence: Pim van Ooij, p.vanooij@ 123456amsterdamumc.nl

                This article was submitted to Biomechanics, a section of the journal Frontiers in Bioengineering and Biotechnology

                Article
                725833
                10.3389/fbioe.2021.725833
                8634777
                34869250
                1b1ac8d0-8767-4a49-96d8-4c0563545dc2
                Copyright © 2021 Blanken, Schrauben, Peper, Gottwald, Coolen, van Wijk, Piek, Strijkers, Planken, van Ooij and Nederveen.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 15 June 2021
                : 02 August 2021
                Categories
                Bioengineering and Biotechnology
                Original Research

                left coronary artery,blood flow quantification,4d flow mri,2d flow mri,respiratory motion correction

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