鼻咽癌患者放射引起的结构网络改变

Yin Tian, Yi Zhao
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引用次数: 1

摘要

放射治疗(RT)是鼻咽癌(NPC)的标准根治方法,在生存率方面取得了优异的效果[1,2]。然而,RT引起的严重并发症之一是脑损伤。先前的研究发现,RT可能导致大脑灰质和白质的结构异常。然而,RT对网络层面的影响还有待进一步研究。本文探讨了rt诱导鼻咽癌患者结构网络的变化,并利用结构磁共振数据(sMRI)对20例鼻咽癌患者放疗前后的结构网络进行了研究。在构造结构网络之后,我们利用图论分析方法研究了辐射引起的小世界网络拓扑性质的变化。我们的研究结果发现放疗前后两组均表现出小世界特性。与放疗前(pre-RT)组相比,放疗后(post-RT)组整体和局部效率较低,最短路径长度较长,聚类系数较小。此外,rt后组的中枢区域与rt前组有显著差异。我们的研究结果显示,rt后组的网络拓扑结构和信息传递效率变差。我们推测放射治疗可能会导致这种差异。该结果可为放射性脑损伤的诊断和放疗效果的评价提供新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Radiation-Induced Changes in Structural Network in Patients with Nasopharyngeal Carcinoma
Radiation therapy (RT) is the standard radical treatment for nasopharyngeal carcinoma (NPC), and has produced excellent effects in terms of survival rate [1, 2]. However, one of the serious complications gave rise by the RT is brain injury. Previous studies have found that RT could cause brain structural abnormalities on gray matter and white matter. Nevertheless, the RT effects on the network level should be further investigated. Herein, we explored changes on the structural network for patients with NPC induced by RT. The structural magnetic resonance data (sMRI) were used to investigate the structural network in 20 NPC patients after and before radiotherapy. After constructing the structural network, we examined the radiation-induced changes in topology properties of small world network using graph theoretical analysis. Our results found that both the before and after radiotherapy groups showed small world properties. Compared with the before radiotherapy (pre-RT) group, the after radiotherapy (post-RT) group had lower global and local efficiency, longer shortest path length, and less clustering coefficient. In addition, the hub regions in the post-RT group were significantly different from the pre-RT group. Our findings exhibited the architecture of network topology and information transfer efficiency became poor in post-RT group. We speculated radiation therapy might induce the differences. The results can provide a new perspective to explore and diagnose radiation-induced brain injury and evaluate the effect of radiotherapy.
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