McGarry M D J, Johnson C L, Sutton B P, Georgiadis J G, Van Houten E E W, Pattison A J, Weaver J B, Paulsen K D
Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755.
Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801.
Med Phys. 2015 Feb;42(2):947-57. doi: 10.1118/1.4905048.
Descriptions of the structure of brain tissue as a porous cellular matrix support application of a poroelastic (PE) mechanical model which includes both solid and fluid phases. However, the majority of brain magnetic resonance elastography (MRE) studies use a single phase viscoelastic (VE) model to describe brain tissue behavior, in part due to availability of relatively simple direct inversion strategies for mechanical property estimation. A notable exception is low frequency intrinsic actuation MRE, where PE mechanical properties are imaged with a nonlinear inversion algorithm.
This paper investigates the effect of model choice at each end of the spectrum of in vivo human brain actuation frequencies. Repeat MRE examinations of the brains of healthy volunteers were used to compare image quality and repeatability for each inversion model for both 50 Hz externally produced motion and ≈1 Hz intrinsic motions. Additionally, realistic simulated MRE data were generated with both VE and PE finite element solvers to investigate the effect of inappropriate model choice for ideal VE and PE materials.
In vivo, MRE data revealed that VE inversions appear more representative of anatomical structure and quantitatively repeatable for 50 Hz induced motions, whereas PE inversion produces better results at 1 Hz. Reasonable VE approximations of PE materials can be derived by equating the equivalent wave velocities for the two models, provided that the timescale of fluid equilibration is not similar to the period of actuation. An approximation of the equilibration time for human brain reveals that this condition is violated at 1 Hz but not at 50 Hz. Additionally, simulation experiments when using the "wrong" model for the inversion demonstrated reasonable shear modulus reconstructions at 50 Hz, whereas cross-model inversions at 1 Hz were poor quality. Attenuation parameters were sensitive to changes in the forward model at both frequencies, however, no spatial information was recovered because the mechanisms of VE and PE attenuation are different.
VE inversions are simpler with fewer unknown properties and may be sufficient to capture the mechanical behavior of PE brain tissue at higher actuation frequencies. However, accurate modeling of the fluid phase is required to produce useful mechanical property images at the lower frequencies of intrinsic brain motions.
将脑组织的结构描述为多孔细胞基质,这支持了包含固相和液相的多孔弹性(PE)力学模型的应用。然而,大多数脑磁共振弹性成像(MRE)研究使用单相粘弹性(VE)模型来描述脑组织的行为,部分原因是存在相对简单的直接反演策略用于力学性能估计。一个显著的例外是低频固有驱动MRE,其中PE力学性能通过非线性反演算法成像。
本文研究了体内人脑驱动频率范围内两端模型选择的影响。对健康志愿者的大脑进行重复MRE检查,以比较50Hz外部产生的运动和≈1Hz固有运动时每个反演模型的图像质量和可重复性。此外,使用VE和PE有限元求解器生成逼真的模拟MRE数据,以研究对理想VE和PE材料选择不恰当模型的影响。
在体内,MRE数据显示,对于50Hz诱发运动,VE反演似乎更能代表解剖结构且在定量上具有可重复性,而PE反演在1Hz时产生更好的结果。通过使两个模型的等效波速相等,可以得出PE材料合理的VE近似值,前提是流体平衡的时间尺度与驱动周期不相似。对人脑平衡时间的近似表明,在1Hz时该条件不满足,但在50Hz时满足。此外,反演时使用“错误”模型的模拟实验表明,在50Hz时剪切模量重建合理,而在1Hz时跨模型反演质量较差。在两个频率下,衰减参数对正向模型的变化都很敏感,然而,由于VE和PE衰减的机制不同,没有恢复空间信息。
VE反演更简单,未知属性更少,在较高驱动频率下可能足以捕捉PE脑组织的力学行为。然而,在较低的脑固有运动频率下,需要对流体相进行精确建模才能生成有用的力学性能图像。