Literature DB >> 31977117

Highly accelerated, real-time phase-contrast MRI using radial k-space sampling and GROG-GRASP reconstruction: a feasibility study in pediatric patients with congenital heart disease.

Hassan Haji-Valizadeh1,2, Li Feng3, Liliana E Ma1,2, Daming Shen1,2, Kai Tobias Block4,5, Joshua D Robinson1,6,7, Michael Markl1,2, Cynthia K Rigsby1,6,8, Daniel Kim1,2.   

Abstract

Retrospective electrocardiogram-gated, 2D phase-contrast (PC) flow MRI is routinely used in clinical evaluation of valvular/vascular disease in pediatric patients with congenital heart disease (CHD). In patients not requiring general anesthesia, clinical standard PC is conducted with free breathing for several minutes per slice with averaging. In younger patients under general anesthesia, clinical standard PC is conducted with breath-holding. One approach to overcome this limitation is using either navigator gating or self-navigation of respiratory motion, at the expense of lengthening scan times. An alternative approach is using highly accelerated, free-breathing, real-time PC (rt-PC) MRI, which to date has not been evaluated in CHD patients. The purpose of this study was to develop a 38.4-fold accelerated 2D rt-PC pulse sequence using radial k-space sampling and compressed sensing with 1.5 × 1.5 × 6.0 mm3 nominal spatial resolution and 40 ms nominal temporal resolution, and evaluate whether it is capable of accurately measuring flow in 17 pediatric patients (aortic valve, pulmonary valve, right and left pulmonary arteries) compared with clinical standard 2D PC (either breath-hold or free breathing). For clinical translation, we implemented an integrated reconstruction pipeline capable of producing DICOMs of the order of 2 min per time series (46 frames). In terms of association, forward volume, backward volume, regurgitant fraction, and peak velocity at peak systole measured with standard PC and rt-PC were strongly correlated (R2 > 0.76; P < 0.001). Compared with clinical standard PC, in terms of agreement, forward volume (mean difference = 1.4% (3.0% of mean)) and regurgitant fraction (mean difference = -2.5%) were in good agreement, whereas backward volume (mean difference = -1.1 mL (28.2% of mean)) and peak-velocity at peak systole (mean difference = -21.3 cm/s (17.2% of mean)) were underestimated by rt-PC. This study demonstrates that the proposed rt-PC with the said spatial resolution and temporal resolution produces relatively accurate forward volumes and regurgitant fractions but underestimates backward volumes and peak velocities at peak systole in pediatric patients with CHD.
© 2020 John Wiley & Sons, Ltd.

Entities:  

Keywords:  compressed sensing; congenital heart disease; pediatrics; phase contrast; real time

Mesh:

Year:  2020        PMID: 31977117      PMCID: PMC7165070          DOI: 10.1002/nbm.4240

Source DB:  PubMed          Journal:  NMR Biomed        ISSN: 0952-3480            Impact factor:   4.044


  24 in total

1.  Adaptive reconstruction of phased array MR imagery.

Authors:  D O Walsh; A F Gmitro; M W Marcellin
Journal:  Magn Reson Med       Date:  2000-05       Impact factor: 4.668

2.  Centering the projection reconstruction trajectory: reducing gradient delay errors.

Authors:  Dana C Peters; J Andrew Derbyshire; Elliot R McVeigh
Journal:  Magn Reson Med       Date:  2003-07       Impact factor: 4.668

3.  An optimal radial profile order based on the Golden Ratio for time-resolved MRI.

Authors:  Stefanie Winkelmann; Tobias Schaeffter; Thomas Koehler; Holger Eggers; Olaf Doessel
Journal:  IEEE Trans Med Imaging       Date:  2007-01       Impact factor: 10.048

4.  A software channel compression technique for faster reconstruction with many channels.

Authors:  Feng Huang; Sathya Vijayakumar; Yu Li; Sarah Hertel; George R Duensing
Journal:  Magn Reson Imaging       Date:  2007-06-15       Impact factor: 2.546

5.  Real-time flow MRI of the aorta at a resolution of 40 msec.

Authors:  Arun Joseph; Johannes T Kowallick; Klaus-Dietmar Merboldt; Dirk Voit; Sebastian Schaetz; Shuo Zhang; Jan M Sohns; Joachim Lotz; Jens Frahm
Journal:  J Magn Reson Imaging       Date:  2013-10-11       Impact factor: 4.813

6.  Error in MR volumetric flow measurements due to ordered phase encoding in the presence of flow varying with respiration.

Authors:  R L Wolf; N J Hangiandreou; J P Felmlee; P J Rossman; P R Julsrud; S J Riederer; R L Ehman
Journal:  Magn Reson Med       Date:  1995-09       Impact factor: 4.668

7.  Pulmonary regurgitation in the late postoperative follow-up of tetralogy of Fallot. Volumetric quantitation by nuclear magnetic resonance velocity mapping.

Authors:  S A Rebergen; J G Chin; J Ottenkamp; E E van der Wall; A de Roos
Journal:  Circulation       Date:  1993-11       Impact factor: 29.690

8.  Flow volume and shunt quantification in pediatric congenital heart disease by real-time magnetic resonance velocity mapping: a validation study.

Authors:  Hermann Körperich; Jürgen Gieseke; Peter Barth; Romhild Hoogeveen; Hermann Esdorn; Andreas Peterschröder; Hans Meyer; Philipp Beerbaum
Journal:  Circulation       Date:  2004-04-05       Impact factor: 29.690

9.  Optimization and validation of accelerated golden-angle radial sparse MRI reconstruction with self-calibrating GRAPPA operator gridding.

Authors:  Thomas Benkert; Ye Tian; Chenchan Huang; Edward V R DiBella; Hersh Chandarana; Li Feng
Journal:  Magn Reson Med       Date:  2017-11-28       Impact factor: 4.668

10.  Real-time phase-contrast flow cardiovascular magnetic resonance with low-rank modeling and parallel imaging.

Authors:  Aiqi Sun; Bo Zhao; Yunduo Li; Qiong He; Rui Li; Chun Yuan
Journal:  J Cardiovasc Magn Reson       Date:  2017-02-10       Impact factor: 5.364

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  4 in total

Review 1.  Cardiac MR: From Theory to Practice.

Authors:  Tevfik F Ismail; Wendy Strugnell; Chiara Coletti; Maša Božić-Iven; Sebastian Weingärtner; Kerstin Hammernik; Teresa Correia; Thomas Küstner
Journal:  Front Cardiovasc Med       Date:  2022-03-03

2.  Highly accelerated free-breathing real-time phase contrast cardiovascular MRI via complex-difference deep learning.

Authors:  Hassan Haji-Valizadeh; Rui Guo; Selcuk Kucukseymen; Amanda Paskavitz; Xiaoying Cai; Jennifer Rodriguez; Patrick Pierce; Beth Goddu; Daniel Kim; Warren Manning; Reza Nezafat
Journal:  Magn Reson Med       Date:  2021-03-15       Impact factor: 3.737

Review 3.  Golden-Angle Radial MRI: Basics, Advances, and Applications.

Authors:  Li Feng
Journal:  J Magn Reson Imaging       Date:  2022-04-09       Impact factor: 5.119

4.  Real-time imaging of respiratory effects on cerebrospinal fluid flow in small diameter passageways.

Authors:  Johannes Töger; Mads Andersen; Olle Haglund; Tekla Maria Kylkilahti; Iben Lundgaard; Karin Markenroth Bloch
Journal:  Magn Reson Med       Date:  2022-04-10       Impact factor: 3.737

  4 in total

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