Non-contrast hemodynamic imaging of Moyamoya disease with MR fingerprinting ASL: A feasibility study

MR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single scan. The purpose of this study is to examine the feasibility and initial utility of MRF-ASL in Moyamoya disease. MRF-ASL, conventional single...

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Published inMagnetic resonance imaging Vol. 88; pp. 116 - 122
Main Authors Su, Pan, Liu, Peiying, Pinho, Marco C., Thomas, Binu P., Qiao, Ye, Huang, Judy, Welch, Babu G., Lu, Hanzhang
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier Inc 01.05.2022
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Abstract MR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single scan. The purpose of this study is to examine the feasibility and initial utility of MRF-ASL in Moyamoya disease. MRF-ASL, conventional single-delay ASL, Time-of-flight (TOF) MR angiography, and contrast-based dynamic-susceptibility-contrast (DSC) MRI were prospectively collected from a group of Moyamoya patients in North America (N = 21, 4 men and 17 women). Sixteen healthy subjects (7 men and 9 women) also underwent an MRF-ASL scan. Cerebral blood flow (CBF), bolus arrival time (BAT), and tissue T1 were compared between Moyamoya patients and healthy controls. Perfusion parameters from MRF-ASL were compared to those from other MRI sequences. Multi-linear regression was used for comparisons of parameter values between Moyamoya and control groups. Linear mixed-effects models was used when comparing MRF-ASL to PCASL and DSC parameters. Spearman's Rank Correlation Coefficient was calculated when comparing MRF-ASL to and MRA grades. A P value of 0.05 or less was considered significant. BAT in stenotic internal carotid artery (ICA) territories was prolonged (P < 0.001) in Moyamoya patients, when compared with healthy controls. CBF in stenotic ICA territories of Moyamoya patients was not different from CBF in healthy controls; but in the PCA territories, CBF in Moyamoya patients was higher (P < 0.01) than controls. Quantitative T1 values in the stenotic ICA territories was longer (P < 0.05) than that in controls. Hemodynamic parameters estimated from MRF-ASL were significantly correlated with single-delay ASL and DSC. Longer BAT was associated with more severe intracranial artery stenosis in ICA. MRF-ASL is a promising technique to assess perfusion and structural abnormalities in Moyamoya patients.
AbstractList MR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single scan. The purpose of this study is to examine the feasibility and initial utility of MRF-ASL in Moyamoya disease. MRF-ASL, conventional single-delay ASL, Time-of-flight (TOF) MR angiography, and contrast-based dynamic-susceptibility-contrast (DSC) MRI were prospectively collected from a group of Moyamoya patients in North America (N = 21, 4 men and 17 women). Sixteen healthy subjects (7 men and 9 women) also underwent an MRF-ASL scan. Cerebral blood flow (CBF), bolus arrival time (BAT), and tissue T1 were compared between Moyamoya patients and healthy controls. Perfusion parameters from MRF-ASL were compared to those from other MRI sequences. Multi-linear regression was used for comparisons of parameter values between Moyamoya and control groups. Linear mixed-effects models was used when comparing MRF-ASL to PCASL and DSC parameters. Spearman's Rank Correlation Coefficient was calculated when comparing MRF-ASL to and MRA grades. A P value of 0.05 or less was considered significant. BAT in stenotic internal carotid artery (ICA) territories was prolonged (P < 0.001) in Moyamoya patients, when compared with healthy controls. CBF in stenotic ICA territories of Moyamoya patients was not different from CBF in healthy controls; but in the PCA territories, CBF in Moyamoya patients was higher (P < 0.01) than controls. Quantitative T1 values in the stenotic ICA territories was longer (P < 0.05) than that in controls. Hemodynamic parameters estimated from MRF-ASL were significantly correlated with single-delay ASL and DSC. Longer BAT was associated with more severe intracranial artery stenosis in ICA. MRF-ASL is a promising technique to assess perfusion and structural abnormalities in Moyamoya patients.
MR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single scan. The purpose of this study is to examine the feasibility and initial utility of MRF-ASL in Moyamoya disease.PURPOSEMR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single scan. The purpose of this study is to examine the feasibility and initial utility of MRF-ASL in Moyamoya disease.MRF-ASL, conventional single-delay ASL, Time-of-flight (TOF) MR angiography, and contrast-based dynamic-susceptibility-contrast (DSC) MRI were prospectively collected from a group of Moyamoya patients in North America (N = 21, 4 men and 17 women). Sixteen healthy subjects (7 men and 9 women) also underwent an MRF-ASL scan. Cerebral blood flow (CBF), bolus arrival time (BAT), and tissue T1 were compared between Moyamoya patients and healthy controls. Perfusion parameters from MRF-ASL were compared to those from other MRI sequences. Multi-linear regression was used for comparisons of parameter values between Moyamoya and control groups. Linear mixed-effects models was used when comparing MRF-ASL to PCASL and DSC parameters. Spearman's Rank Correlation Coefficient was calculated when comparing MRF-ASL to and MRA grades. A P value of 0.05 or less was considered significant.METHODSMRF-ASL, conventional single-delay ASL, Time-of-flight (TOF) MR angiography, and contrast-based dynamic-susceptibility-contrast (DSC) MRI were prospectively collected from a group of Moyamoya patients in North America (N = 21, 4 men and 17 women). Sixteen healthy subjects (7 men and 9 women) also underwent an MRF-ASL scan. Cerebral blood flow (CBF), bolus arrival time (BAT), and tissue T1 were compared between Moyamoya patients and healthy controls. Perfusion parameters from MRF-ASL were compared to those from other MRI sequences. Multi-linear regression was used for comparisons of parameter values between Moyamoya and control groups. Linear mixed-effects models was used when comparing MRF-ASL to PCASL and DSC parameters. Spearman's Rank Correlation Coefficient was calculated when comparing MRF-ASL to and MRA grades. A P value of 0.05 or less was considered significant.BAT in stenotic internal carotid artery (ICA) territories was prolonged (P < 0.001) in Moyamoya patients, when compared with healthy controls. CBF in stenotic ICA territories of Moyamoya patients was not different from CBF in healthy controls; but in the PCA territories, CBF in Moyamoya patients was higher (P < 0.01) than controls. Quantitative T1 values in the stenotic ICA territories was longer (P < 0.05) than that in controls. Hemodynamic parameters estimated from MRF-ASL were significantly correlated with single-delay ASL and DSC. Longer BAT was associated with more severe intracranial artery stenosis in ICA.RESULTSBAT in stenotic internal carotid artery (ICA) territories was prolonged (P < 0.001) in Moyamoya patients, when compared with healthy controls. CBF in stenotic ICA territories of Moyamoya patients was not different from CBF in healthy controls; but in the PCA territories, CBF in Moyamoya patients was higher (P < 0.01) than controls. Quantitative T1 values in the stenotic ICA territories was longer (P < 0.05) than that in controls. Hemodynamic parameters estimated from MRF-ASL were significantly correlated with single-delay ASL and DSC. Longer BAT was associated with more severe intracranial artery stenosis in ICA.MRF-ASL is a promising technique to assess perfusion and structural abnormalities in Moyamoya patients.CONCLUSIONSMRF-ASL is a promising technique to assess perfusion and structural abnormalities in Moyamoya patients.
Author Welch, Babu G.
Liu, Peiying
Qiao, Ye
Lu, Hanzhang
Pinho, Marco C.
Thomas, Binu P.
Huang, Judy
Su, Pan
AuthorAffiliation 4 Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Texas, USA
6 Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
2 Graduate School of Biomedical Sciences, University of Texas Southwestern Medical Center, Dallas, Texas, USA
8 Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
5 Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
3 Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
7 F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Research Institute, Baltimore, Maryland, USA
1 The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Keywords MRF
Moyamoya disease
CBF
ICA
MCA
PCA
Internal carotid artery stenosis
BAT
Arterial spin labeling
Magnetic resonance fingerprinting
ASL
Cerebrovascular disease
ACA
Language English
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content type line 23
Peiying Liu: Data Curation, Formal Analysis, Methodology, Writing- Review & Editing.
Pan Su: Formal Analysis, Methodology, Software, Visualization, Writing- Original Draft.
Babu G. Welch: Data Curation, Resources, Writing- Review & Editing.
Marco C. Pinho: Conceptualization, Data Curation, Methodology, Resources, Writing- Review & Editing.
Binu P. Thomas: Data Curation, Formal Analysis, Methodology, Resources, Writing- Review & Editing.
Ye Qiao: Data Curation, Resources, Software, Validation, Writing- Review & Editing.
Judy Huang: Data Curation, Resources, Writing- Review & Editing.
Hanzhang Lu: Conceptualization, Funding Acquisition, Investigation, Project Administration, Resources, Supervision, Writing- Review & Editing.
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Snippet MR Fingerprinting (MRF) Arterial Spin Labeling (ASL) is a non-contrast technique to estimate multiple brain hemodynamic and structural parameters in a single...
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SubjectTerms Arterial spin labeling
Arteries
Cerebrovascular Circulation - physiology
Cerebrovascular disease
Feasibility Studies
Female
Hemodynamics
Humans
Internal carotid artery stenosis
Magnetic Resonance Angiography - methods
Magnetic resonance fingerprinting
Magnetic Resonance Imaging - methods
Male
Moyamoya disease
Moyamoya Disease - diagnostic imaging
Spin Labels
Title Non-contrast hemodynamic imaging of Moyamoya disease with MR fingerprinting ASL: A feasibility study
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0730725X22000315
https://dx.doi.org/10.1016/j.mri.2022.02.006
https://www.ncbi.nlm.nih.gov/pubmed/35183659
https://www.proquest.com/docview/2631617698
https://pubmed.ncbi.nlm.nih.gov/PMC8934382
Volume 88
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