Measuring tissue parameters from increasingly sophisticated mechanical property models may uncover new contrast mechanisms with clinical utility. Building on previous work on in vivo brain MR elastography (MRE) with a transversely-isotropic with isotropic damping (TI-ID) model, we explore a new transversely-isotropic with anisotropic damping (TI-AD) model that involves six independent parameters describing direction-dependent behavior for both stiffness and damping. The direction of mechanical anisotropy is determined by diffusion tensor imaging and we fit three complex-valued moduli distributions across the full brain volume to minimize differences between measured and modeled displacements. We demonstrate spatially accurate property reconstruction in an idealized shell phantom simulation, as well as an ensemble of 20 realistic, randomly-generated simulated brains. We characterize the simulated precisions of all six parameters across major white matter tracts to be high, suggesting that they can be measured independently with acceptable accuracy from MRE data. Finally, we present in vivo anisotropic damping MRE reconstruction data. We perform t-tests on eight repeated MRE brain exams on a single-subject, and find that the three damping parameters are statistically distinct for most tracts, lobes and the whole brain. We also show that population variations in a 17-subject cohort exceed single-subject measurement repeatability for most tracts, lobes and whole brain, for all six parameters. These results suggest that the TI-AD model offers new information that may support differential diagnosis of brain diseases.
Transversely-isotropic brain in vivo MR elastography with anisotropic damping.
横向各向同性脑组织体内磁共振弹性成像,具有各向异性阻尼
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作者:Jyoti Dhrubo, McGarry Matthew, Caban-Rivera Diego A, Van Houten Elijah, Johnson Curtis L, Paulsen Keith
| 期刊: | Journal of the Mechanical Behavior of Biomedical Materials | 影响因子: | 3.500 |
| 时间: | 2023 | 起止号: | 2023 May;141:105744 |
| doi: | 10.1016/j.jmbbm.2023.105744 | ||
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