Li Jing, Li Jie, Huang Pei, Huang Li-Na, Ding Qing-Guo, Zhan Linlin, Li Mengting, Zhang Jiaxi, Zhang Hongqiang, Cheng Lulu, Li Huayun, Liu Dong-Qiang, Zhou Hai-Yan, Jia Xi-Ze
School of Teacher Education, Zhejiang Normal University, Jinhua, China.
Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China.
Front Neurosci. 2022 Aug 1;16:953742. doi: 10.3389/fnins.2022.953742. eCollection 2022.
Myotonic dystrophy type 1 (DM1) is the most common and dominant inherited neuromuscular dystrophy disease in adults, involving multiple organs, including the brain. Although structural measurements showed that DM1 is predominantly associated with white-matter damage, they failed to reveal the dysfunction of the white-matter. Recent studies have demonstrated that the functional activity of white-matter is of great significance and has given us insights into revealing the mechanisms of brain disorders.
Using resting-state fMRI data, we adopted a clustering analysis to identify the white-matter functional networks and calculated functional connectivity between these networks in 16 DM1 patients and 18 healthy controls (HCs). A two-sample -test was conducted between the two groups. Partial correlation analyzes were performed between the altered white-matter FC and clinical MMSE or HAMD scores.
We identified 13 white-matter functional networks by clustering analysis. These white-matter functional networks can be divided into a three-layer network (superficial, middle, and deep) according to their spatial distribution. Compared to HCs, DM1 patients showed increased FC within intra-layer white-matter and inter-layer white-matter networks. For intra-layer networks, the increased FC was mainly located in the inferior longitudinal fasciculus, prefrontal cortex, and corpus callosum networks. For inter-layer networks, the increased FC of DM1 patients is mainly located in the superior corona radiata and deep networks.
Results demonstrated the abnormalities of white-matter functional connectivity in DM1 located in both intra-layer and inter-layer white-matter networks and suggested that the pathophysiology mechanism of DM1 may be related to the white-matter functional dysconnectivity. Furthermore, it may facilitate the treatment development of DM1.
1型强直性肌营养不良症(DM1)是成人中最常见的显性遗传性神经肌肉疾病,累及包括大脑在内的多个器官。尽管结构测量显示DM1主要与白质损伤有关,但这些测量未能揭示白质的功能障碍。最近的研究表明,白质的功能活动具有重要意义,并为我们揭示脑部疾病的机制提供了线索。
利用静息态功能磁共振成像数据,我们采用聚类分析来识别白质功能网络,并计算了16例DM1患者和18例健康对照(HCs)中这些网络之间的功能连接性。对两组进行了双样本检验。对白质功能连接改变与临床简易精神状态检查表(MMSE)或汉密尔顿抑郁量表(HAMD)评分进行了偏相关分析。
通过聚类分析,我们识别出13个白质功能网络。根据其空间分布,这些白质功能网络可分为三层网络(浅层、中层和深层)。与HCs相比,DM1患者在层内白质和层间白质网络中的功能连接性增加。对于层内网络,功能连接性增加主要位于下纵束、前额叶皮质和胼胝体网络。对于层间网络,DM1患者功能连接性增加主要位于放射冠上部和深层网络。
结果表明DM1患者的白质功能连接在层内和层间白质网络均存在异常,提示DM1的病理生理机制可能与白质功能连接障碍有关。此外,这可能有助于DM1的治疗发展。