探讨磁共振扩散张量成像中的径向各向异性及其对糖酵解机制解读的影响。
Exploring Radial Asymmetry in MR Diffusion Tensor Imaging and Its Impact on the Interpretation of Glymphatic Mechanisms.
机构信息
Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.
出版信息
J Magn Reson Imaging. 2024 Oct;60(4):1432-1441. doi: 10.1002/jmri.29203. Epub 2023 Dec 29.
BACKGROUND
Diffusion imaging holds great potential for the non-invasive assessment of the glymphatic system in humans. One technique, diffusion tensor imaging along the perivascular space (DTI-ALPS), has introduced the ALPS-index, a novel metric for evaluating diffusivity within the perivascular space. However, it still needs to be established whether the observed reduction in the ALPS-index reflects axonal changes, a common occurrence in neurodegenerative diseases.
PURPOSE
To determine whether axonal alterations can influence change in the ALPS-index.
STUDY TYPE
Retrospective.
POPULATION
100 participants (78 cognitively normal and 22 with mild cognitive impairments) aged 50-90 years old.
FIELD STRENGTH/SEQUENCE: 3T; diffusion-weighted single-shot spin-echo echo-planar imaging sequence, T1-weighted images (MP-RAGE).
ASSESSMENT
The ratio of two radial diffusivities of the diffusion tensor (i.e., λ2/λ3) across major white matter tracts with distinct venous/perivenous anatomy that fulfill (ALPS-tracts) and do not fulfill (control tracts) ALPS-index anatomical assumptions were analyzed.
STATISTICAL TESTS
To investigate the correlation between λ2/λ3 and age/cognitive function (RAVLT) while accounting for the effect of age, linear regression was implemented to remove the age effect from each variable. Pearson correlation analysis was conducted on the residuals obtained from the linear regression. Statistical significance was set at p < 0.05.
RESULTS
λ2 was ~50% higher than λ3 and demonstrated a consistent pattern across both ALPS and control tracts. Additionally, in both ALPS and control tracts a reduction in the λ2/λ3 ratio was observed with advancing age (r = -0.39, r = -0.29, association and forceps tract, respectively) and decreased memory function (r = 0.24, r = 0.27, association and forceps tract, respectively).
DATA CONCLUSIONS
The results unveil a widespread radial asymmetry of white matter tracts that changes with aging and neurodegeration. These findings highlight that the ALPS-index may not solely reflect changes in the diffusivity of the perivascular space but may also incorporate axonal contributions.
LEVEL OF EVIDENCE
3 TECHNICAL EFFICACY: Stage 2.
背景
扩散成像在无创评估人类脑内的糖质系统方面具有巨大潜力。一种技术,即血管周围空间沿轨迹的扩散张量成像(DTI-ALPS),引入了一种新的血管周围空间扩散指标,即 ALPS 指数,用于评估血管周围空间内的扩散度。然而,仍需确定观察到的 ALPS 指数降低是否反映了轴突变化,这在神经退行性疾病中很常见。
目的
确定轴突改变是否会影响 ALPS 指数的变化。
研究类型
回顾性。
人群
100 名参与者(78 名认知正常和 22 名轻度认知障碍),年龄 50-90 岁。
场强/序列:3T;扩散加权单次激发自旋回波回波平面成像序列,T1 加权图像(MP-RAGE)。
评估
分析了满足(ALPS 轨迹)和不满足(对照轨迹)ALPS 指数解剖假设的主要白质束中两个扩散张量的径向扩散率之比(即 λ2/λ3)。
统计检验
为了在考虑年龄影响的情况下研究 λ2/λ3 与年龄/认知功能(RAVLT)之间的相关性,在从每个变量中去除年龄效应的同时,线性回归被用来进行分析。对线性回归得到的残差进行皮尔逊相关分析。统计学意义设定为 p < 0.05。
结果
λ2 比 λ3 高约 50%,在 ALPS 和对照轨迹中均呈现出一致的模式。此外,在 ALPS 和对照轨迹中,随着年龄的增长(r=-0.39,r=-0.29,分别为联合和钳夹束)和记忆功能下降(r=-0.24,r=-0.27,分别为联合和钳夹束),λ2/λ3 比值均降低。
数据结论
结果揭示了白质束的广泛的径向不对称性,这种不对称性随着衰老和神经退行性变而变化。这些发现强调了 ALPS 指数可能不仅反映了血管周围空间扩散度的变化,还可能包含了轴突的贡献。
证据水平
3 技术功效:阶段 2。
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