Zhang Peng, Gu Guocan, Duan Yunyun, Zhuo Zhizheng, Pan Changcun, Zuo Pengcheng, Wang Yi, Li Xiaoou, Jiang Zhuang, Qu Liying, Liu Yaou, Zhang Liwei
Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Front Neurosci. 2022 Sep 9;16:986873. doi: 10.3389/fnins.2022.986873. eCollection 2022.
Previous studies have identified alterations in structural connectivity of patients with glioma. However, white matter (WM) integrity measured by diffusion kurtosis imaging (DKI) in pediatric patients with brainstem glioma (BSG) was lack of study. Here, the alterations in WM of patients with BSG were assessed through DKI analyses.
This study involved 100 patients with BSG from the National Brain Tumor Registry of China (NBTRC) and 50 age- and sex-matched healthy controls from social recruitment. WM tracts were segmented and reconstructed using U-Net and probabilistic bundle-specific tracking. Next, automatic fiber quantitative (AFQ) analyses of WM tracts were performed using tractometry module embedded in TractSeg.
WM quantitative analysis identified alterations in DKI-derived values in patients with BSG compared with healthy controls. WM abnormalities were detected in the projection fibers involved in the brainstem, including corticospinal tract (CST), superior cerebellar peduncle (SCP), middle cerebellar peduncle (MCP) and inferior cerebellar peduncle (ICP). Significant WM alterations were also identified in commissural fibers and association fibers, which were away from tumor location. Statistical analyses indicated the severity of WM abnormality was statistically correlated with the preoperative Karnofsky Performance Scale (KPS) and symptom duration of patients respectively.
The results of this study indicated the widely distributed WM alterations in patients with BSG. DKI-derived quantitative assessment may provide additional information and insight into comprehensively understanding the neuropathological mechanisms of brainstem glioma.
先前的研究已经确定了胶质瘤患者结构连接性的改变。然而,脑干胶质瘤(BSG)患儿中通过扩散峰度成像(DKI)测量的白质(WM)完整性缺乏研究。在此,通过DKI分析评估了BSG患者的WM改变。
本研究纳入了来自中国国家脑肿瘤登记处(NBTRC)的100例BSG患者以及通过社会招募的50例年龄和性别匹配的健康对照。使用U-Net和概率性束特异性追踪对白质束进行分割和重建。接下来,使用TractSeg中嵌入的束测量模块对白质束进行自动纤维定量(AFQ)分析。
与健康对照相比,WM定量分析确定了BSG患者中DKI衍生值的改变。在涉及脑干的投射纤维中检测到WM异常,包括皮质脊髓束(CST)、小脑上脚(SCP)、小脑中脚(MCP)和小脑下脚(ICP)。在远离肿瘤位置的连合纤维和联络纤维中也发现了显著的WM改变。统计分析表明,WM异常的严重程度分别与患者术前的卡氏功能状态评分(KPS)和症状持续时间在统计学上相关。
本研究结果表明BSG患者存在广泛分布的WM改变。DKI衍生的定量评估可能为全面理解脑干胶质瘤的神经病理机制提供额外信息和见解。