Unconstrained quantitative magnetization transfer imaging: Disentangling T1 of the free and semi-solid spin pools

Author:

Assländer Jakob12,Mao Andrew123,Marchetto Elisa12,Beck Erin S.4,Rosa Francesco La4,Charlson Robert W.5,Shepherd Timothy M.1,Flassbeck Sebastian12

Affiliation:

1. Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, United States

2. Center for Advanced Imaging Innovation and Research (CAI R), Department of Radiology, New York University School of Medicine, New York, NY, United States

3. Vilcek Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY, United States

4. Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States

5. Department of Neurology, New York University School of Medicine, New York, NY, United States

Abstract

Abstract Since the inception of magnetization transfer (MT) imaging, it has been widely assumed that Henkelman’s two spin pools have similar longitudinal relaxation times, which motivated many researchers to constrain them to each other. However, several recent publications reported a T1s of the semi-solid spin pool that is much shorter than T1f of the free pool. While these studies tailored experiments for robust proofs-of-concept, we here aim to quantify the disentangled relaxation processes on a voxel-by-voxel basis in a clinical imaging setting, that is, with an effective resolution of 1.24mm isotropic and full brain coverage in 12min. To this end, we optimized a hybrid-state pulse sequence for mapping the parameters of an unconstrained MT model. We scanned four people with relapsing-remitting multiple sclerosis (MS) and four healthy controls with this pulse sequence and estimated T1f≈1.84s and T1s≈0.34s in healthy white matter. Our results confirm the reports that T1s≪T1f and we argue that this finding identifies MT as an inherent driver of longitudinal relaxation in brain tissue. Moreover, we estimated a fractional size of the semi-solid spin pool of m0s≈0.212, which is larger than previously assumed. An analysis of T1f in normal-appearing white matter revealed statistically significant differences between individuals with MS and controls.

Publisher

MIT Press

Reference82 articles.

1. A perspective on MR fingerprinting;Assländer;Journal of Magnetic Resonance Imaging,2021

2. Low rank alternating direction method of multipliers reconstruction for MR fingerprinting;Assländer;Magnetic Resonance in Medicine,2018

3. Generalized Bloch model: A theory for pulsed magnetization transfer;Assländer;Magnetic Resonance in Medicine,2022

4. Rapid quantitative magnetization transfer imaging: Utilizing the hybrid state and the generalized Bloch model;Assländer;Magnetic Resonance in Medicine,2024

5. Optimized quantification of spin relaxation times in the hybrid state;Assländer;Magnetic Resonance in Medicine,2019

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