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Simultaneous perfusion, diffusion, <scp>T<sub>2</sub></scp>*, and <scp>T<sub>1</sub></scp> mapping with <scp>MR</scp> fingerprinting

Hongli Fan, Lisa Bunker, Z. Wang, Alexandra Zezinka Durfee, Doris Lin, Vivek Yedavalli, Yulin Ge, Xiaohong Joe Zhou, Argye E. Hillis, Hanzhang Lu

2023Magnetic Resonance in Medicine15 citationsDOIOpen Access PDF

Abstract

Abstract Purpose Quantitative mapping of brain perfusion, diffusion, T 2 *, and T 1 has important applications in cerebrovascular diseases. At present, these sequences are performed separately. This study aims to develop a novel MRI technique to simultaneously estimate these parameters. Methods This sequence to measure perfusion, diffusion, T 2 *, and T 1 mapping with magnetic resonance fingerprinting (MRF) was based on a previously reported MRF‐arterial spin labeling (ASL) sequence, but the acquisition module was modified to include different TEs and presence/absence of bipolar diffusion‐weighting gradients. We compared parameters derived from the proposed method to those derived from reference methods (i.e., separate sequences of MRF‐ASL, conventional spin‐echo DWI, and T 2 * mapping). Test–retest repeatability and initial clinical application in two patients with stroke were evaluated. Results The scan time of our proposed method was 24% shorter than the sum of the reference methods. Parametric maps obtained from the proposed method revealed excellent image quality. Their quantitative values were strongly correlated with those from reference methods and were generally in agreement with values reported in the literature. Repeatability assessment revealed that ADC, T 2 *, T 1 , and B 1 + estimation was highly reliable, with voxelwise coefficient of variation (CoV) &lt;5%. The CoV for arterial transit time and cerebral blood flow was 16% ± 3% and 25% ± 9%, respectively. The results from the two patients with stroke demonstrated that parametric maps derived from the proposed method can detect both ischemic and hemorrhagic stroke. Conclusion The proposed method is a promising technique for multi‐parametric mapping and has potential use in patients with stroke.

Topics & Concepts

RepeatabilityPerfusionMagnetic resonance imagingNuclear magnetic resonanceNuclear medicineDiffusion imagingEffective diffusion coefficientParametric statisticsDiffusionPerfusion scanningStroke (engine)Diffusion MRIPattern recognition (psychology)ChemistryComputer scienceMedicineMathematicsArtificial intelligencePhysicsRadiologyStatisticsChromatographyThermodynamicsAdvanced MRI Techniques and ApplicationsAcute Ischemic Stroke ManagementAdvanced Neuroimaging Techniques and Applications
Simultaneous perfusion, diffusion, <scp>T<sub>2</sub></scp>*, and <scp>T<sub>1</sub></scp> mapping with <scp>MR</scp> fingerprinting | Litcius