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Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing

BACKGROUND: Endogenous contrast T1ρ cardiovascular magnetic resonance (CMR) can detect scar or infiltrative fibrosis in patients with ischemic or non-ischemic cardiomyopathy. Existing 2D T1ρ techniques have limited spatial coverage or require multiple breath-holds. The purpose of this project was to...

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Autores principales: Kamesh Iyer, Srikant, Moon, Brianna, Hwuang, Eileen, Han, Yuchi, Solomon, Michael, Litt, Harold, Witschey, Walter R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6327532/
https://www.ncbi.nlm.nih.gov/pubmed/30626437
http://dx.doi.org/10.1186/s12968-018-0507-2
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author Kamesh Iyer, Srikant
Moon, Brianna
Hwuang, Eileen
Han, Yuchi
Solomon, Michael
Litt, Harold
Witschey, Walter R.
author_facet Kamesh Iyer, Srikant
Moon, Brianna
Hwuang, Eileen
Han, Yuchi
Solomon, Michael
Litt, Harold
Witschey, Walter R.
author_sort Kamesh Iyer, Srikant
collection PubMed
description BACKGROUND: Endogenous contrast T1ρ cardiovascular magnetic resonance (CMR) can detect scar or infiltrative fibrosis in patients with ischemic or non-ischemic cardiomyopathy. Existing 2D T1ρ techniques have limited spatial coverage or require multiple breath-holds. The purpose of this project was to develop an accelerated, free-breathing 3D T1ρ mapping sequence with whole left ventricle coverage using a multicoil, compressed sensing (CS) reconstruction technique for rapid reconstruction of undersampled k-space data. METHODS: We developed a cardiac- and respiratory-gated, free-breathing 3D T1ρ sequence and acquired data using a variable-density k-space sampling pattern (A = 3). The effect of the transient magnetization trajectory, incomplete recovery of magnetization between T1ρ-preparations (heart rate dependence), and k-space sampling pattern on T1ρ relaxation time error and edge blurring was analyzed using Bloch simulations for normal and chronically infarcted myocardium. Sequence accuracy and repeatability was evaluated using MnCl(2) phantoms with different T1ρ relaxation times and compared to 2D measurements. We further assessed accuracy and repeatability in healthy subjects and compared these results to 2D breath-held measurements. RESULTS: The error in T1ρ due to incomplete recovery of magnetization between T1ρ-preparations was T1ρ(healthy) = 6.1% and T1ρ(infarct) = 10.8% at 60 bpm and T1ρ(healthy) = 13.2% and T1ρ(infarct) = 19.6% at 90 bpm. At a heart rate of 60 bpm, error from the combined effects of readout-dependent magnetization transients, k-space undersampling and reordering was T1ρ(healthy) = 12.6% and T1ρ(infarct) = 5.8%. CS reconstructions had improved edge sharpness (blur metric = 0.15) compared to inverse Fourier transform reconstructions (blur metric = 0.48). There was strong agreement between the mean T1ρ estimated from the 2D and accelerated 3D data (R(2) = 0.99; P < 0.05) acquired on the MnCl(2) phantoms. The mean R1ρ estimated from the accelerated 3D sequence was highly correlated with MnCl(2) concentration (R(2) = 0.99; P < 0.05). 3D T1ρ acquisitions were successful in all human subjects. There was no significant bias between undersampled 3D T1ρ and breath-held 2D T1ρ (mean bias = 0.87) and the measurements had good repeatability (COV(2D) = 6.4% and COV(3D) = 7.1%). CONCLUSIONS: This is the first report of an accelerated, free-breathing 3D T1ρ mapping of the left ventricle. This technique may improve non-contrast myocardial tissue characterization in patients with heart disease in a scan time appropriate for patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12968-018-0507-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-63275322019-01-15 Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing Kamesh Iyer, Srikant Moon, Brianna Hwuang, Eileen Han, Yuchi Solomon, Michael Litt, Harold Witschey, Walter R. J Cardiovasc Magn Reson Research BACKGROUND: Endogenous contrast T1ρ cardiovascular magnetic resonance (CMR) can detect scar or infiltrative fibrosis in patients with ischemic or non-ischemic cardiomyopathy. Existing 2D T1ρ techniques have limited spatial coverage or require multiple breath-holds. The purpose of this project was to develop an accelerated, free-breathing 3D T1ρ mapping sequence with whole left ventricle coverage using a multicoil, compressed sensing (CS) reconstruction technique for rapid reconstruction of undersampled k-space data. METHODS: We developed a cardiac- and respiratory-gated, free-breathing 3D T1ρ sequence and acquired data using a variable-density k-space sampling pattern (A = 3). The effect of the transient magnetization trajectory, incomplete recovery of magnetization between T1ρ-preparations (heart rate dependence), and k-space sampling pattern on T1ρ relaxation time error and edge blurring was analyzed using Bloch simulations for normal and chronically infarcted myocardium. Sequence accuracy and repeatability was evaluated using MnCl(2) phantoms with different T1ρ relaxation times and compared to 2D measurements. We further assessed accuracy and repeatability in healthy subjects and compared these results to 2D breath-held measurements. RESULTS: The error in T1ρ due to incomplete recovery of magnetization between T1ρ-preparations was T1ρ(healthy) = 6.1% and T1ρ(infarct) = 10.8% at 60 bpm and T1ρ(healthy) = 13.2% and T1ρ(infarct) = 19.6% at 90 bpm. At a heart rate of 60 bpm, error from the combined effects of readout-dependent magnetization transients, k-space undersampling and reordering was T1ρ(healthy) = 12.6% and T1ρ(infarct) = 5.8%. CS reconstructions had improved edge sharpness (blur metric = 0.15) compared to inverse Fourier transform reconstructions (blur metric = 0.48). There was strong agreement between the mean T1ρ estimated from the 2D and accelerated 3D data (R(2) = 0.99; P < 0.05) acquired on the MnCl(2) phantoms. The mean R1ρ estimated from the accelerated 3D sequence was highly correlated with MnCl(2) concentration (R(2) = 0.99; P < 0.05). 3D T1ρ acquisitions were successful in all human subjects. There was no significant bias between undersampled 3D T1ρ and breath-held 2D T1ρ (mean bias = 0.87) and the measurements had good repeatability (COV(2D) = 6.4% and COV(3D) = 7.1%). CONCLUSIONS: This is the first report of an accelerated, free-breathing 3D T1ρ mapping of the left ventricle. This technique may improve non-contrast myocardial tissue characterization in patients with heart disease in a scan time appropriate for patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12968-018-0507-2) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-10 /pmc/articles/PMC6327532/ /pubmed/30626437 http://dx.doi.org/10.1186/s12968-018-0507-2 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Kamesh Iyer, Srikant
Moon, Brianna
Hwuang, Eileen
Han, Yuchi
Solomon, Michael
Litt, Harold
Witschey, Walter R.
Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title_full Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title_fullStr Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title_full_unstemmed Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title_short Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
title_sort accelerated free-breathing 3d t1ρ cardiovascular magnetic resonance using multicoil compressed sensing
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6327532/
https://www.ncbi.nlm.nih.gov/pubmed/30626437
http://dx.doi.org/10.1186/s12968-018-0507-2
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