Bao Jianfeng, Tu Hui, Li Yijia, Sun Jubao, Hu Zhigang, Zhang Fengshou, Li Jinghua
College of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang, China.
Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China.
Front Neurosci. 2022 Mar 2;16:837452. doi: 10.3389/fnins.2022.837452. eCollection 2022.
Axons and myelin sheaths are the physical foundation for white matter (WM) to perform normal functions. Our previous study found the metabolite abnormalities in frontal, parietal, and occipital normal-appearing white matter (NAWM) regions in relapsing-remitting multiple sclerosis (RRMS) patients by applying a 2D H magnetic resonance spectroscopic imaging method. Since the metabolite changes may associate with the microstructure changes, we used the diffusion tensor imaging (DTI) method to assess the integrity of NAWM in this study.
Diffusion tensor imaging scan was performed on 17 clinically definite RRMS patients and 21 age-matched healthy controls on a 3.0-T scanner. DTI metrics including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were extracted from 19 predefined regions of interest (ROIs), which were generated by removing a mask of manually drawn probabilistic lesion map from the Johns Hopkins University white-matter atlas. The mean values of FA, MD, AD, and RD were compared between different groups in the same ROIs.
A probabilistic lesion map was successfully generated, and the lesion regions were eliminated from the WM atlas. We found that the RRMS patients had significantly lower FA in the entire corpus callosum (CC), bilateral of anterior corona radiata, and right posterior thalamic radiation (PTR). At the same time, RRMS patients showed significantly higher MD in the bilateral anterior corona radiata and superior corona radiata. Moreover, all AD values increased, and the bilateral external capsule, PTR, and left tapetum NAWM show statistical significance. What is more, all NAWM tracts showed increasing RD values in RRMS patients, and the bilateral superior corona radiata, the anterior corona radiata, right PTR, and the genu CC reach statistical significance.
Our study revealed widespread microstructure changes in NAWM in RRMS patients through a ready-made WM atlas and probabilistic lesion map. These findings support the hypothesis of demyelination, accumulation of inflammatory cells, and axonal injury in NAWM for RRMS. The DTI-based metrics could be considered as potential non-invasive biomarkers of disease severity.
轴突和髓鞘是白质(WM)执行正常功能的物质基础。我们之前的研究通过应用二维氢磁共振波谱成像方法,发现复发缓解型多发性硬化症(RRMS)患者额叶、顶叶和枕叶正常表现白质(NAWM)区域存在代谢物异常。由于代谢物变化可能与微观结构变化相关,本研究中我们使用扩散张量成像(DTI)方法评估NAWM的完整性。
对17例临床确诊的RRMS患者和21例年龄匹配的健康对照者在3.0-T扫描仪上进行扩散张量成像扫描。从19个预定义的感兴趣区域(ROI)中提取DTI指标,包括分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(AD)和径向扩散率(RD),这些ROI是通过从约翰霍普金斯大学白质图谱中去除手动绘制的概率性病变图掩码而生成的。比较同一ROI中不同组之间FA、MD、AD和RD的平均值。
成功生成了概率性病变图,并从白质图谱中消除了病变区域。我们发现RRMS患者在整个胼胝体(CC)、双侧放射冠前部和右侧丘脑后辐射(PTR)中的FA显著降低。同时,RRMS患者在双侧放射冠前部和放射冠上部显示出显著更高的MD。此外,所有AD值均升高,双侧外囊、PTR和左侧毯状层NAWM具有统计学意义。更重要的是,RRMS患者所有NAWM束的RD值均升高,双侧放射冠上部、放射冠前部、右侧PTR和胼胝体膝部具有统计学意义。
我们的研究通过现成的白质图谱和概率性病变图揭示了RRMS患者NAWM中广泛的微观结构变化。这些发现支持了RRMS患者NAWM中脱髓鞘、炎症细胞积聚和轴突损伤的假说。基于DTI的指标可被视为疾病严重程度的潜在非侵入性生物标志物。