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随龄变化的内侧比目鱼肌的时相关弥散张量成像和弥散建模及其与组织病理学相关性的可行性研究

Time-dependent diffusion tensor imaging and diffusion modeling of age-related differences in the medial gastrocnemius and feasibility study of correlations to histopathology.

机构信息

Physics, UC San Diego, San Diego, California, USA.

Muscle Imaging and Modeling Lab, Department of Radiology, UC San Diego, San Diego, California, USA.

出版信息

NMR Biomed. 2023 Nov;36(11):e4996. doi: 10.1002/nbm.4996. Epub 2023 Jul 12.

Abstract

PURPOSE

Implement STEAM-DTI to model time-dependent diffusion eigenvalues using the random permeable barrier model (RPBM) to study age-related differences in the medial gastrocnemius (MG) muscle. Validate diffusion model-extracted fiber diameter for histological assessment.

METHODS

Diffusion imaging at different diffusion times (Δ) was performed on seven young and six senior participants. Time-dependent diffusion eigenvalues (λ (t), λ (t), and D (t); average of λ (t) and λ (t)) were fit to the RPBM to extract tissue microstructure parameters. Biopsy of the MG tissue for histological assessment was performed on a subset of participants (four young, six senior).

RESULTS

λ (t) was significantly higher in the senior cohort for the range of diffusion times. RPBM fits to λ (t) yielded fiber diameters in agreement to those from histology for both cohorts. The senior cohort had lower values of volume fraction of membranes, ζ, in fits to λ (t), λ (t), and D (t) (significant for fit to λ (t)). Fits of fiber diameter from RPBM to that from histology had the highest correlation for the fit to λ (t).

CONCLUSION

The age-related patterns in λ (t) and λ (t) could tentatively be explained from RPBM fits; these patterns may potentially arise from a decrease in fiber asymmetry and an increase in permeability with age.

摘要

目的

使用随机可渗透屏障模型(RPBM)实现 STEAM-DTI,以对年龄相关的内侧比目鱼肌(MG)肌肉中的扩散特征进行建模。验证扩散模型提取的纤维直径用于组织学评估。

方法

对 7 名年轻参与者和 6 名老年参与者在不同扩散时间(Δ)下进行扩散成像。将时变扩散特征值(λ(t)、λ(t)和 D(t);λ(t)和 λ(t)的平均值)拟合到 RPBM 中,以提取组织微观结构参数。对一部分参与者(4 名年轻,6 名老年)进行了 MG 组织活检以进行组织学评估。

结果

在扩散时间范围内,老年组的 λ(t)明显更高。对于两个队列,RPBM 对 λ(t)的拟合结果与组织学的纤维直径一致。在对 λ(t)、λ(t)和 D(t)的拟合中,老年组的膜体积分数 ζ 值较低(对 λ(t)的拟合具有显著性)。从 RPBM 到组织学的纤维直径拟合具有与 λ(t)拟合最高的相关性。

结论

从 RPBM 拟合中可以初步解释 λ(t)和 λ(t)的年龄相关模式;这些模式可能是由于纤维不对称性降低和年龄增长导致的渗透性增加所致。

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