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Research ArticleNeurovascular/Stroke Imaging

Simultaneous Multiparametric Estimation of AVM Hemodynamics Using MR Fingerprinting Arterial Spin-Labeling

Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A. Salim, Dhairya A. Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu and Vivek S. Yedavalli
American Journal of Neuroradiology October 2025, 46 (10) 2033-2040; DOI: https://doi.org/10.3174/ajnr.A8806
Zhiyi Hu
aFrom the Department of Biomedical Engineering (Z.H., W.S., H.L), Johns Hopkins University School of Medicine, Baltimore, Maryland
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Dengrong Jiang
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Wen Shi
aFrom the Department of Biomedical Engineering (Z.H., W.S., H.L), Johns Hopkins University School of Medicine, Baltimore, Maryland
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Hamza A. Salim
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Dhairya A. Lakhani
cDepartment of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
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Risheng Xu
dDepartment of Neurosurgery (R.X., J.H.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Judy Huang
dDepartment of Neurosurgery (R.X., J.H.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Kambiz Nael
eDepartment of Radiology & Biomedical Engineering (K.N.), University of California, San Francisco, San Francisco, California
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Hanzhang Lu
aFrom the Department of Biomedical Engineering (Z.H., W.S., H.L), Johns Hopkins University School of Medicine, Baltimore, Maryland
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
fF. M. Kirby Research Center for Functional Brain Imaging (H.L.), Kennedy Krieger Institute, Baltimore, Maryland.
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Vivek S. Yedavalli
bThe Russell H. Morgan Department of Radiology & Radiological Science (Z.H., D.J., W.S., H.A.S., H.L., V.S.Y.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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Abstract

BACKGROUND AND PURPOSE: Accurate hemodynamic characterization of cerebral AVMs is critical for treatment-planning, risk-stratification, and posttreatment monitoring but remains challenging due to their abnormal angioarchitecture. MR-fingerprinting (MRF) arterial spin-labeling (ASL) is a novel, noninvasive technique that enables simultaneous quantification of CBF, arterial CBV (aCBV), and bolus-arrival time (BAT) within a single 5-minute scan. This study evaluates the feasibility of MRF-ASL in assessing AVM hemodynamics and compares its sensitivity for AVM detection with CBF measurements obtained using single-delay pseudocontinuous ASL (pCASL).

MATERIALS AND METHODS: Patients with DSA-confirmed AVMs were scanned on a 3T MRI system. Imaging protocols included MRF-ASL, standard single-delay pCASL, and T2-weighted MRI. MRF-ASL simultaneously-derived CBF, aCBV, and BAT, with CBF estimated using 2 kinetic models: a 1-compartment model, which reflects combined tissue and arterial contributions, and a 2-compartment model, which separates arterial signal from tissue perfusion. Regions of interest were manually drawn over the AVM nidus and contralateral nonaffected tissue. MRF-ASL parameters and pCASL-derived CBF were compared between the AVM nidus and nonaffected tissue. Additionally, linear regression analyses were conducted to examine the relationships among MRF-ASL parameters, single-delay pCASL CBF, and the Spetzler-Martin (SM) grade.

RESULTS: Six patients with AVMs with SM grades ranging from 1 to 5 were included in this study. MRF-ASL parameters revealed significantly elevated CBF1-compartment (AVM, 129.3 [SD, 21.5 mL/100 g/minute] versus nonaffected, 51.6 [SD, 23.9 mL/100 g/minute], P = .03), CBF2-compartment (AVM, 109.8 [SD, 24.4 mL/100 g/minute] versus nonaffected, 36.6 [SD, 18.6 mL/100 g/minute], P = .03), aCBV (AVM, 7.0 [SD, 4.5%] versus nonaffected, 0.6 [SD, 0.4%], P = .03), and shortened BAT (AVM, 784 [SD, 337 ms] versus nonaffected, 1099 [SD, 500 ms], P = .03) in the AVM nidus compared with contralateral nonaffected tissue in the same patient. In contrast, no significant difference was observed for pCASL CBF (AVM, 47.5 [SD, 49.2 mL/100 g/minute] versus nonaffected, 39.4 [SD, 14.0 mL/100 g/minute], P = .44). A significant positive correlation was identified between the SM grade and both CBF2-compartment (P = .006) and aCBV (P = .005). No association was found for CBF1-compartment (P = .12), BAT (P = .15), or pCASL CBF (P = .13).

CONCLUSIONS: In our preliminary study, MRF-ASL has the potential to provide comprehensive and multiparametric evaluation of AVM hemodynamics, demonstrating superior sensitivity for detecting AVM abnormalities compared with single-delay pCASL. These findings show the feasibility of MRF-ASL as a potentially useful tool for noninvasive characterization and monitoring of AVMs.

ABBREVIATIONS:

aCBV
arterial CBV
ASL
arterial spin-labeling
ATT
arterial transit time
BAT
bolus-arrival time
GRAPPA
generalized autocalibrating partially parallel acquisition
MRF
MR fingerprinting
pCASL
pseudocontinuous ASL
PLD
postlabeling delay
SM
Spetzler-Martin
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American Journal of Neuroradiology: 46 (10)
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Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A. Salim, Dhairya A. Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu, Vivek S. Yedavalli
Simultaneous Multiparametric Estimation of AVM Hemodynamics Using MR Fingerprinting Arterial Spin-Labeling
American Journal of Neuroradiology Oct 2025, 46 (10) 2033-2040; DOI: 10.3174/ajnr.A8806

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Multiparametric AVM Hemodynamic Imaging via MRFASL
Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A. Salim, Dhairya A. Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu, Vivek S. Yedavalli
American Journal of Neuroradiology Oct 2025, 46 (10) 2033-2040; DOI: 10.3174/ajnr.A8806
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