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Bouaou K, Bargiotas I, Dietenbeck T, Bollache E, Soulat G, Craiem D, Houriez-Gombaud-Saintonge S, De Cesare A, Gencer U, Giron A, Redheuil A, Messas E, Lucor D, Mousseaux E, Kachenoura N. Analysis of aortic pressure fields from 4D flow MRI in healthy volunteers: Associations with age and left ventricular remodeling. J Magn Reson Imaging 2019; 50:982-993. [DOI: 10.1002/jmri.26673] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 01/16/2019] [Accepted: 01/16/2019] [Indexed: 11/09/2022] Open
Affiliation(s)
- Kevin Bouaou
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | | | - Thomas Dietenbeck
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | - Emilie Bollache
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | - Gilles Soulat
- Hôpital Européen Georges Pompidou, INSERM 970; Paris France
| | - Damian Craiem
- Universidad Favaloro-CONICET; IMeTTyB; Buenos Aires Argentina
| | - Sophia Houriez-Gombaud-Saintonge
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
- ESME Sudria Research Lab; Paris France
| | - Alain De Cesare
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | - Umit Gencer
- Hôpital Européen Georges Pompidou, INSERM 970; Paris France
| | - Alain Giron
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | - Alban Redheuil
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
| | | | - Didier Lucor
- LIMSI, CNRS; Université Paris-Saclay; Orsay France
| | - Elie Mousseaux
- Hôpital Européen Georges Pompidou, INSERM 970; Paris France
| | - Nadjia Kachenoura
- Sorbonne Université, INSERM, CNRS; Laboratoire d'Imagerie Biomédicale; Paris France
- Institute of Cardiometabolism and Nutrition (ICAN); Paris France
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Deng Z, Fan Z, Lee SE, Nguyen C, Xie Y, Pang J, Bi X, Yang Q, Choi BW, Kim JS, Berman D, Chang HJ, Li D. Noninvasive measurement of pressure gradient across a coronary stenosis using phase contrast (PC)-MRI: A feasibility study. Magn Reson Med 2016; 77:529-537. [PMID: 28019028 DOI: 10.1002/mrm.26579] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 10/24/2016] [Accepted: 11/21/2016] [Indexed: 01/10/2023]
Abstract
PURPOSE To investigate the feasibility of blood pressure difference measurement, ΔP, across the coronary artery using phase contrast (PC)-MRI for potential noninvasive assessment of the functional significance of coronary artery stenosis. METHODS Three-directional velocities in the coronary arteries acquired using 2D-PC-MRI were used with the Navier-Stokes equations to derive ΔP. Repeat phantom studies were performed to assess the reproducibility of flow velocity and ΔP. ΔP derived using PC-MRI (ΔPMR ) and that obtained using pressure transducer (ΔPPT ) were compared. Reproducibility of coronary flow velocity was assessed in healthy controls (n = 11). Patients with suspected coronary artery disease (n = 6) were studied to evaluate the feasibility of ΔPMR measurement across a coronary stenosis. RESULTS Phantom: Good overall reproducibility of flow velocity and ΔP measurements and excellent correlation (ΔPMR vs ΔPPT ) was observed: intraclass correlation (ICC) of 0.95(Vz ), 0.72(Vx ), 0.73(Vy ), and 0.87(ΔPMR ) and R2 = 0.94, respectively. Human: Good reproducibility of coronary flow velocity was observed: ICC of 0.94/0.95(Vz ), 0.76/0.74(Vx ), and 0.80/0.77(Vy ) at cardiac phase 1/2. Significant (p = 0.025) increase in ΔPMR was observed in patients (6.40 ± 4.43 mmHg) versus controls (0.70 ± 0.57 mmHg). CONCLUSION ΔPMR in the coronary arteries is feasible. Upon further validation using the invasive measure, ΔPMR has the potential for noninvasive assessment of coronary artery stenosis. Magn Reson Med 77:529-537, 2017. © 2016 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Zixin Deng
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA.,Department of Bioengineering, University of California, Los Angeles, California, USA
| | - Zhaoyang Fan
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sang-Eun Lee
- Division of Cardiology, Severance Cardiovascular Hospital, Seoul, South Korea
| | - Christopher Nguyen
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yibin Xie
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Jianing Pang
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | - Qi Yang
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | - Jung-Sun Kim
- Division of Cardiology, Severance Cardiovascular Hospital, Seoul, South Korea
| | - Daniel Berman
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Seoul, South Korea
| | - Debiao Li
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA.,Department of Bioengineering, University of California, Los Angeles, California, USA.,Department of Medicine, University of California, Los Angeles, California, USA
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Bock J, Frydrychowicz A, Lorenz R, Hirtler D, Barker AJ, Johnson KM, Arnold R, Burkhardt H, Hennig J, Markl M. In vivo noninvasive 4D pressure difference mapping in the human aorta: phantom comparison and application in healthy volunteers and patients. Magn Reson Med 2011; 66:1079-88. [PMID: 21437978 DOI: 10.1002/mrm.22907] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Revised: 02/14/2011] [Accepted: 02/15/2011] [Indexed: 12/21/2022]
Abstract
In this work, we present a systematic phantom comparison and clinical application of noninvasive pressure difference mapping in the human aorta based on time-resolved 3D phase contrast data. Relative pressure differences were calculated based on integration and iterative refinement of pressure gradients derived from MR-based three-directional velocity vector fields (flow-sensitive 4D MRI with spatial/temporal resolution ∼ 2.1 mm(3)/40 ms) using the Navier-Stokes equation. After in vitro study using a stenosis phantom, time-resolved 3D pressure gradients were systematically evaluated in the thoracic aorta in a group of 12 healthy subjects and 6 patients after repair for aortic coarctation. Results from the phantom study showed good agreement with expected values and standard methods (Bernoulli). Data of healthy subjects showed good intersubject consistency and good agreement with the literature. In patients, pressure waveforms showed elevated peak values. Pressure gradients across the stenosis were compared with reference measurements from Doppler ultrasound. The MRI findings demonstrated a significant correlation (r = 0.96, P < 0.05) but moderate underestimation (14.7% ± 15.5%) compared with ultrasound when the maximum pressure difference for all possible paths connecting proximal and distal locations of the stenosis were used. This study demonstrates the potential of the applied approach to derive additional quantitative information such as pressure gradients from time-resolved 3D phase contrast MRI.
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Affiliation(s)
- Jelena Bock
- Department of Radiology, Medical Physics, University Medical Center Freiburg, Freiburg, Germany.
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Yoshida K, Takahashi H, Saijo M, Ueguchi T, Tanaka H, Fujita N, Murase K. Phase-contrast MR studies of CSF flow rate in the cerebral aqueduct and cervical subarachnoid space with correlation-based segmentation. Magn Reson Med Sci 2010; 8:91-100. [PMID: 19783872 DOI: 10.2463/mrms.8.91] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Accurate measurement of cerebrospinal fluid (CSF) flow rate elucidates pathophysiological changes in the intracranial environment and is thus clinically useful. We investigated the feasibility of correlation coefficient (CC) analysis for extracting CSF lumens in the cerebral aqueduct and cervical subarachnoid space (SAS) to quantify CSF flow rate and net flow from data acquired by phase-contrast magnetic resonance imaging (PC-MRI). METHODS First, in phantom studies on pulsatile flow using a 1.5-tesla MR imaging system, we investigated the accuracy of CC analysis and used a statistical approach to determine an optimal threshold value for extracting the CSF lumens (CC(min)). Second, we performed phantom studies on constant flow with various flow rates to estimate the accuracy of low flow measurement by PC-MRI. Finally, in 6 healthy male volunteers aged 24 +/- 2 years, we estimated the CSF lumen areas, net flows, and peak flow rates in the cerebral aqueduct and cervical SAS using CC analysis with the optimal CC(min) value determined in phantom studies. Three observers analyzed results to compare reproducibility of CC analysis with that of manual segmentation. RESULTS The optimal CC(min) value for CC analysis was 0.41 for a matrix measuring 256 x 256. The CSF lumen area extracted by CC analysis was 6.15 +/- 2.52 mm(2), and the net flow in the cerebral aqueduct was 0.74 +/- 0.38 mL/min; in the cervical SAS, lumen area was 135.60 +/- 17.94 mm(2) and net flow, 12.55 +/- 12.67 mL/min. The reproducibility of CSF lumen extraction was better by CC analysis than manual segmentation. CONCLUSION CC analysis offers a quick and reproducible method for segmenting CSF lumens and calculating CSF flow rate.
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Affiliation(s)
- Keita Yoshida
- Department of Medical Physics and Engineering, Division of Medical Technology and Science, Course of Health Science, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
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