Department of Radiology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, China.
Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China.
Eur Radiol. 2018 Dec;28(12):4940-4948. doi: 10.1007/s00330-018-5506-z. Epub 2018 Jun 8.
To explore the sensitivity of potential DTI-based biomarkers in detecting microstructural changes for whole-brain white matter in early stage amyotrophic lateral sclerosis (ALS), analyze the relationship between the DTI indices and disease status, and further clarify potential brain regions for disease monitoring and clinical assessment.
Thirty-three non-demented ALS patients and 32 age- and gender-matched subjects participated in this study. DTI data were acquired via 3.0T MRI scanner. Maps of diffusion-related indices including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were obtained. Tract-based spatial statistics (TBSS) were used to investigate whole-brain white matter changes of each index. Correlation analyses between both brain-wide and volume-of-interest (VOI)-wide white matter alterations and clinical factors including ALSFRS-R scores, disease duration, and progression rate were performed.
Compared to healthy subjects, ALS patients showed significantly increased RD, MD and reduced FA, mainly along the corticospinal tract (CST) and the body of corpus callosum (CC). Increases in RD were broader than decreases in FA, in CST of both hemispheres. Meanwhile, involvement of several extra-motor regions was also revealed by RD. Significant positive correlation between ALSFRS-R scores and FA, negative correlation between ALSFRS-R and RD were found in left CST.
RD may be the most sensitive biomarker for the detection of early demyelination of white matter. Both RD and FA may serve as objective biomarkers for disease severity assessment. CST may be the most affected brain region in non-demented ALS.
• Changes in RD were broader than those in FA in bilateral CST. • Involvement of extra-motor regions was uncovered by RD. • FA and RD in CST were related to ALSFRS-R scores.
探索基于弥散张量成像(DTI)的潜在生物标志物在检测早期肌萎缩侧索硬化症(ALS)全脑白质微观结构变化中的敏感性,分析 DTI 指标与疾病状态的关系,并进一步明确潜在的疾病监测和临床评估的脑区。
本研究纳入 33 例非痴呆型 ALS 患者和 32 名年龄和性别匹配的健康对照者。采用 3.0T MRI 扫描仪采集 DTI 数据。获得各向异性分数(FA)、平均弥散度(MD)、轴向弥散度(AD)和径向弥散度(RD)等扩散相关指标图。采用基于体素的空间统计学(TBSS)分析各指标全脑白质变化。对全脑白质改变和感兴趣区(VOI)白质改变与 ALSFRS-R 评分、疾病持续时间和进展率等临床因素进行相关性分析。
与健康对照组相比,ALS 患者的 RD、MD 增加,FA 降低,主要位于皮质脊髓束(CST)和胼胝体体部。双侧 CST 中 RD 的增加比 FA 的减少更广泛。此外,RD 还显示出多个皮质下区域的受累。左侧 CST 中 ALSFRS-R 评分与 FA 呈正相关,与 RD 呈负相关。
RD 可能是检测早期白质脱髓鞘最敏感的生物标志物。RD 和 FA 均可作为疾病严重程度评估的客观生物标志物。CST 可能是未痴呆型 ALS 中受影响最严重的脑区。
双侧 CST 中 RD 的变化比 FA 更广泛。
RD 揭示了皮质下区域的受累。
CST 中的 FA 和 RD 与 ALSFRS-R 评分相关。