Measurement of Myocardial T1ρ with a Motion Corrected, Parametric Mapping Sequence in Humans
To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. We developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to iden...
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Published in | PloS one Vol. 11; no. 3; p. e0151144 |
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01.03.2016
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Abstract | To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.
We developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM).
In phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85-0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients.
Single-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision. |
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AbstractList | Purpose To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. Materials and Methods We developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM). Results In phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85–0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients. Conclusion Single-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision. PurposeTo develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.Materials and methodsWe developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM).ResultsIn phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85-0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients.ConclusionSingle-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision. To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.PURPOSETo develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.We developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM).MATERIALS AND METHODSWe developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM).In phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85-0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients.RESULTSIn phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85-0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients.Single-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision.CONCLUSIONSingle-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision. To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. We developed a breath-held T1ρ mapping method using a single-shot, T1ρ-prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM). In phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85-0.97). Mean myocardial T1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T1ρ relaxation times in patients. Single-shot, motion corrected, spin echo, spin lock MRI permits 2D T1ρ mapping in a breath-hold with good accuracy and precision. Purpose To develop a robust T 1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. Materials and Methods We developed a breath-held T 1ρ mapping method using a single-shot, T 1ρ -prepared balanced steady-state free-precession (bSSFP) sequence. The magnetization trajectory was simulated to identify sources of T 1ρ error. To limit motion artifacts, an optical flow-based image registration method was used to align T 1ρ images. The reproducibility and accuracy of these methods was assessed in phantoms and 10 healthy subjects. Results are shown in 1 patient with pre-ventricular contractions (PVCs), 1 patient with chronic myocardial infarction (MI) and 2 patients with hypertrophic cardiomyopathy (HCM). Results In phantoms, the mean bias was 1.0 ± 2.7 msec (100 msec phantom) and 0.9 ± 0.9 msec (60 msec phantom) at 60 bpm and 2.2 ± 3.2 msec (100 msec) and 1.4 ± 0.9 msec (60 msec) at 80 bpm. The coefficient of variation (COV) was 2.2 (100 msec) and 1.3 (60 msec) at 60 bpm and 2.6 (100 msec) and 1.4 (60 msec) at 80 bpm. Motion correction improved the alignment of T 1ρ images in subjects, as determined by the increase in Dice Score Coefficient (DSC) from 0.76 to 0.88. T 1ρ reproducibility was high (COV < 0.05, intra-class correlation coefficient (ICC) = 0.85–0.97). Mean myocardial T 1ρ value in healthy subjects was 63.5 ± 4.6 msec. There was good correspondence between late-gadolinium enhanced (LGE) MRI and increased T 1ρ relaxation times in patients. Conclusion Single-shot, motion corrected, spin echo, spin lock MRI permits 2D T 1ρ mapping in a breath-hold with good accuracy and precision. |
Author | Berisha, Sebastian Witschey, Walter R T Han, Joyce Han, Yuchi Shahid, Mohammed |
AuthorAffiliation | University of Chicago, UNITED STATES 1 Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America 2 Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America |
AuthorAffiliation_xml | – name: 2 Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America – name: University of Chicago, UNITED STATES – name: 1 Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America |
Author_xml | – sequence: 1 givenname: Sebastian surname: Berisha fullname: Berisha, Sebastian organization: Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America – sequence: 2 givenname: Joyce surname: Han fullname: Han, Joyce organization: Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America – sequence: 3 givenname: Mohammed surname: Shahid fullname: Shahid, Mohammed organization: Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America – sequence: 4 givenname: Yuchi surname: Han fullname: Han, Yuchi organization: Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America – sequence: 5 givenname: Walter R T surname: Witschey fullname: Witschey, Walter R T organization: Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27003184$$D View this record in MEDLINE/PubMed |
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CitedBy_id | crossref_primary_10_1002_nbm_4284 crossref_primary_10_1186_s12968_020_0597_5 crossref_primary_10_2174_1573405618666220822155132 crossref_primary_10_1002_mrm_29091 crossref_primary_10_1002_nbm_4830 crossref_primary_10_1002_nbm_3871 crossref_primary_10_1186_s12968_022_00864_2 crossref_primary_10_1186_s12968_017_0332_z crossref_primary_10_1186_s12968_018_0507_2 crossref_primary_10_1002_jmri_28506 crossref_primary_10_1002_mrm_29713 crossref_primary_10_1186_s12968_021_00813_5 crossref_primary_10_1186_s12968_023_00940_1 crossref_primary_10_1186_s12968_021_00781_w |
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Copyright | 2016 Berisha et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2016 Berisha et al 2016 Berisha et al |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Competing Interests: The authors have declared that no competing interests exist. Conceived and designed the experiments: YH WRTW. Performed the experiments: SB JH MS. Analyzed the data: SB JH WRTW MS. Contributed reagents/materials/analysis tools: SB JH WRTW. Wrote the paper: SB JH YH WRTW MS. |
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Snippet | To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.
We developed a breath-held T1ρ mapping method... Purpose To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. Materials and Methods We developed a... To develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.PURPOSETo develop a robust T1ρ magnetic... PurposeTo develop a robust T1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans.Materials and methodsWe developed a... Purpose To develop a robust T 1ρ magnetic resonance imaging (MRI) sequence for assessment of myocardial disease in humans. Materials and Methods We developed a... |
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SubjectTerms | Accuracy Adult Biology and Life Sciences Breath Holding Cardiomyopathy Cardiomyopathy, Hypertrophic - pathology Coefficient of variation Correlation coefficient Correlation coefficients Electrocardiography Experiments Female Gadolinium Gadolinium - administration & dosage Heart Humans Image registration Infarction Magnetic resonance Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Mapping Medicine and Health Sciences Motion Myocardial infarction Myocardial Infarction - pathology Myocardium - pathology NMR Nuclear magnetic resonance Optical flow (image analysis) Patients Phantoms, Imaging Physical Sciences Registration Reproducibility Reproducibility of Results Research and Analysis Methods Simulation Ventricle |
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Title | Measurement of Myocardial T1ρ with a Motion Corrected, Parametric Mapping Sequence in Humans |
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