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验证小鼠肺脏中体内超极化氙扩散磁共振成像及扩散形态学测量

Validating in vivo hyperpolarized Xe diffusion MRI and diffusion morphometry in the mouse lung.

作者信息

Niedbalski Peter J, Cochran Alexander S, Freeman Matthew S, Guo Jinbang, Fugate Elizabeth M, Davis Cory B, Dahlke Jerry, Quirk James D, Varisco Brian M, Woods Jason C, Cleveland Zackary I

机构信息

Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.

Department of Biomedical Engineering, University of Cincinnati, Cincinnati, Ohio, USA.

出版信息

Magn Reson Med. 2021 Apr;85(4):2160-2173. doi: 10.1002/mrm.28539. Epub 2020 Oct 5.

Abstract

PURPOSE

Diffusion and lung morphometry imaging using hyperpolarized gases are promising tools to quantify pulmonary microstructure noninvasively in humans and in animal models. These techniques assume the motion encoded is exclusively diffusive gas displacement, but the impact of cardiac motion on measurements has never been explored. Furthermore, although diffusion morphometry has been validated against histology in humans and mice using He, it has never been validated in mice for Xe. Here, we examine the effect of cardiac motion on diffusion imaging and validate Xe diffusion morphometry in mice.

THEORY AND METHODS

Mice were imaged using gradient-echo-based diffusion imaging, and apparent diffusion-coefficient (ADC) maps were generated with and without cardiac gating. Diffusion-weighted images were fit to a previously developed theoretical model using Bayesian probability theory, producing morphometric parameters that were compared with conventional histology.

RESULTS

Cardiac gating had no significant impact on ADC measurements (dual-gating: ADC = 0.020 cm /s, single-gating: ADC = 0.020 cm /s; P = .38). Diffusion-morphometry-generated maps of ADC (mean, 0.0165 ± 0.0001 cm /s) and acinar dimensions (alveolar sleeve depth [h] = 44 µm, acinar duct radii [R] = 99 µm, mean linear intercept [L ] = 74 µm) that agreed well with conventional histology (h = 45 µm, R = 108 µm, L = 63 µm).

CONCLUSION

Cardiac motion has negligible impact on Xe ADC measurements in mice, arguing its impact will be similarly minimal in humans, where relative cardiac motion is reduced. Hyperpolarized Xe diffusion morphometry accurately and noninvasively maps the dimensions of lung microstructure, suggesting it can quantify the pulmonary microstructure in mouse models of lung disease.

摘要

目的

使用超极化气体进行扩散和肺形态测量成像,是在人类和动物模型中无创量化肺微结构的有前景的工具。这些技术假定编码的运动完全是扩散性气体位移,但心脏运动对测量的影响从未被探讨过。此外,尽管使用氦气在人类和小鼠中已将扩散形态测量与组织学进行了验证,但在小鼠中从未对氙气进行过验证。在此,我们研究心脏运动对扩散成像的影响,并在小鼠中验证氙气扩散形态测量。

理论与方法

使用基于梯度回波的扩散成像对小鼠进行成像,并在有和没有心脏门控的情况下生成表观扩散系数(ADC)图。使用贝叶斯概率理论将扩散加权图像拟合到先前开发的理论模型,生成与传统组织学进行比较的形态测量参数。

结果

心脏门控对ADC测量没有显著影响(双门控:ADC = 0.020 cm²/s,单门控:ADC = 0.020 cm²/s;P = 0.38)。扩散形态测量生成的ADC图(平均值,0.0165±0.0001 cm²/s)和腺泡尺寸(肺泡套深度[h] = 44 µm,腺泡导管半径[R] = 99 µm,平均线性截距[Lₘ] = 74 µm)与传统组织学(h = 45 µm,R = 108 µm,Lₘ = 63 µm)吻合良好。

结论

心脏运动对小鼠氙气ADC测量的影响可忽略不计,表明在相对心脏运动减少的人类中其影响同样极小。超极化氙气扩散形态测量准确且无创地描绘了肺微结构的尺寸,表明它可在肺部疾病小鼠模型中量化肺微结构。

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