Departments of Internal Medicine, Busan, South Korea.
Neurology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, South Korea.
Medicine (Baltimore). 2023 Nov 3;102(44):e35676. doi: 10.1097/MD.0000000000035676.
We investigated the changes in structural connectivity (using diffusion tensor imaging [DTI]) and the structural covariance network based on structural volume using graph theory in patients with neurofibromatosis type 1 (NF1) compared to a healthy control group. We included 14 patients with NF1, according to international consensus recommendations, and 16 healthy individuals formed the control group. This was retrospectively observational study followed STROBE guideline. Both groups underwent brain magnetic resonance imaging including DTI and 3-dimensional T1-weighted imaging. We analyzed structural connectivity using DTI and Diffusion Spectrum Imaging Studio software and evaluated the structural covariance network based on the structural volumes using FreeSurfer and Brain Analysis Using Graph Theory software. There were no differences in the global structural connectivity between the 2 groups, but several brain regions showed significant differences in local structural connectivity. Additionally, there were differences between the global structural covariance networks. The characteristic path length was longer and the small-worldness index was lower in patients with NF1. Furthermore, several regions showed significant differences in the local structural covariance networks. We observed changes in structural connectivity and covariance networks in patients with NF1 compared to a healthy control group. We found that global structural efficiency is decreased in the brains of patients with NF1, and widespread changes in the local structural network were found. These results suggest that NF1 is a brain network disease, and our study provides direction for further research to elucidate the biological processes of NF1.
我们研究了神经纤维瘤病 1 型(NF1)患者与健康对照组之间结构连接(使用弥散张量成像 [DTI])和基于结构体积的结构协方差网络的变化,使用图论。我们根据国际共识建议纳入了 14 名 NF1 患者,共有 16 名健康个体作为对照组。这是一项回顾性观察研究,遵循 STROBE 指南。两组均进行了包括 DTI 和三维 T1 加权成像在内的脑部磁共振成像。我们使用 DTI 和弥散频谱成像工作室软件分析结构连接,并使用 FreeSurfer 和脑分析使用图论软件基于结构体积评估结构协方差网络。两组之间的整体结构连接没有差异,但局部结构连接在几个脑区存在显著差异。此外,全局结构协方差网络之间也存在差异。NF1 患者的特征路径长度较长,小世界指数较低。此外,局部结构协方差网络中也存在差异。与健康对照组相比,我们观察到 NF1 患者的结构连接和协方差网络发生了变化。我们发现 NF1 患者大脑中的全局结构效率降低,并且发现局部结构网络广泛存在变化。这些结果表明 NF1 是一种脑网络疾病,我们的研究为进一步研究阐明 NF1 的生物学过程提供了方向。