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弥散张量成像和弥散建模:在单侧肢体悬吊导致的废用性萎缩中监测内侧比目鱼肌变化的应用。

Diffusion tensor imaging and diffusion modeling: Application to monitoring changes in the medial gastrocnemius in disuse atrophy induced by unilateral limb suspension.

机构信息

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

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

出版信息

J Magn Reson Imaging. 2019 Jun;49(6):1655-1664. doi: 10.1002/jmri.26295. Epub 2018 Dec 19.

Abstract

BACKGROUND

Diffusion tensor imaging (DTI) assesses underlying tissue microstructure, and has been applied to studying skeletal muscle. Unloading of the lower leg causes decreases in muscle force, mass, and muscle protein synthesis as well as changes in muscle architecture.

PURPOSE

To monitor the change in DTI indices in the medial gastrocnemius (MG) after 4-week unilateral limb suspension (ULLS) and to explore the feasibility of extracting tissue microstructural parameters based on a two-compartment diffusion model.

STUDY TYPE

Prospective cohort study.

SUBJECTS

Seven moderately active subjects (29.1 ± 5.7 years).

FIELD STRENGTH/SEQUENCE: 3T, single-shot fat-suppressed echo planar spin echo sequence.

ASSESSMENT

Suspension-related changes in the DTI indices (eigenvalues: λ , λ , λ , fractional anisotropy; coefficient of planarity) were statistically analyzed. Changes in model-derived tissue parameters (muscle fiber circularity and diameter, intracellular volume fraction, and residence time) after suspension are qualitatively discussed.

STATISTICAL TESTS

Changes in the DTI indices of the MG between pre- and postsuspension were assessed using repeated-measures two-way analysis of variance (ANOVA).

RESULTS

All the eigenvalues (λ : P = 0.025, λ : P = 0.035, λ : P = 0.049) as well as anisotropic diffusion coefficient (P = 0.029) were significantly smaller post-ULLS. Diffusion modeling revealed that fibers were more circular (circularity index increased from 0.55 to 0.95) with a smaller diameter (diameter decreased from 82-60 μm) postsuspension.

DATA CONCLUSION

We have shown that DTI indices change with disuse and modeling can relate these voxel level changes to changes in the tissue microarchitecture.

LEVEL OF EVIDENCE

2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018.

摘要

背景

弥散张量成像(DTI)评估组织的微观结构,已被应用于骨骼肌的研究。小腿的卸载会导致肌肉力量、质量和肌肉蛋白合成减少,以及肌肉结构的改变。

目的

监测单侧肢体悬吊(ULLS)后内侧比目鱼肌(MG)中 DTI 指数的变化,并探索基于双室扩散模型提取组织微观结构参数的可行性。

研究类型

前瞻性队列研究。

受试者

7 名活动适度的受试者(29.1±5.7 岁)。

磁场强度/序列:3T,单次激发脂肪抑制回波平面自旋回波序列。

评估

对 DTI 指数(本征值:λ 1 、λ 2 、λ 3 、各向异性分数;平面系数)与悬吊相关的变化进行统计学分析。定性讨论悬吊后模型衍生组织参数(肌纤维圆形度和直径、细胞内容积分数和停留时间)的变化。

统计学检验

使用重复测量双向方差分析(ANOVA)评估 MG 的 DTI 指数在悬吊前后的变化。

结果

所有本征值(λ 1 :P=0.025,λ 2 :P=0.035,λ 3 :P=0.049)以及各向异性扩散系数(P=0.029)在 ULLS 后均显著减小。扩散建模显示,纤维变得更圆(圆形度指数从 0.55 增加到 0.95),直径更小(直径从 82-60μm 减小)。

数据结论

我们已经表明,DTI 指数随失用而变化,并且建模可以将这些体素水平的变化与组织微观结构的变化联系起来。

证据水平

2 技术功效:阶段 1 J. Magn. Reson. Imaging 2018.

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