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放疗后早期延迟阶段的异常脑活动作为预测鼻咽癌患者迟发性神经认知功能障碍的生物标志物

Aberrant Brain Activity at Early Delay Stage Post-radiotherapy as a Biomarker for Predicting Neurocognitive Dysfunction Late-Delayed in Patients With Nasopharyngeal Carcinoma.

作者信息

Yang Yadi, Lin Xiaoshan, Li Jing, Han Lujun, Li Zhipeng, Liu Shiliang, Hou Gangqiang, Xie Chuanmiao, Lv Xiaofei, Qiu Yingwei

机构信息

Department of Medical Imaging, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China.

Department of Radiology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China.

出版信息

Front Neurol. 2019 Jul 16;10:752. doi: 10.3389/fneur.2019.00752. eCollection 2019.

Abstract

Increasing evidence indicates that early radiation-induced subtle cerebral changes may be the precursors to permanent brain dysfunction at the late-delayed (LDS) post-radiotherapy (RT) stage. In this study, we aim to track the RT-related longitudinal brain activity in nasopharyngeal carcinoma (NPC) patients and to determine whether early abnormal brain activity can predict late neurocognitive dysfunction after RT. Thirty-three NPC patients were finally included and longitudinally followed up at the following time points: prior to treatment initiation, early-delayed stage (EDS, 1-3 months), and LDS (six months) after RT. Fifteen comparable healthy controls (HCs) were finally included and followed up in parallel. Montreal Cognitive Assessment (MoCA) was used to assess the general cognitive function. Brain activity was recorded via resting-state fMRI and regional homogeneity (ReHo). A whole-brain voxel-wise-based one-way repeated-measure analysis of variance (ANOVA) was conducted to evaluate the longitudinal ReHo changes among the three time points for NPC patients and HCs, respectively. Results were reported at the significant level of a threshold of two-tailed voxel-wise < 0.01 and cluster level < 0.05 with Gaussian Random Field (GRF) correction. Finally, the efficacies of the aberrant ReHo at EDS for predicting the cognitive impairment at LDS in NPC patients were evaluated. Significant differences were detected in ReHo among the three time points in NPC patients but not in HCs. Aberrant ReHo was distributed in the bilateral cerebellum, the right temporal lobe, and the left insular areas, which showed different dynamic changes patterns over time. Logistic regression model combining the mean ReHo, age, and irradiation dose on the bilateral temporal lobe had the highest diagnostic efficiency according to the area under the curve (AUC) score (AUC = 0.752, = 0.023). The post-RT brain activity revealed by ReHo in NPC patients was dynamic, complex, and multifactorial. Furthermore, the combination of the aberrant ReHo at EDS, age, and irradiation dose may serve as a potential biomarker of the RT-induced cognitive impairments at LDS.

摘要

越来越多的证据表明,早期辐射诱发的细微脑部变化可能是放疗(RT)后期迟发性(LDS)永久性脑功能障碍的先兆。在本研究中,我们旨在追踪鼻咽癌(NPC)患者放疗相关的脑活动纵向变化,并确定早期异常脑活动是否能够预测放疗后晚期神经认知功能障碍。最终纳入33例NPC患者,并在以下时间点进行纵向随访:治疗开始前、放疗后早期延迟阶段(EDS,1 - 3个月)和放疗后LDS(6个月)。最终纳入15例匹配的健康对照(HC)并进行平行随访。采用蒙特利尔认知评估量表(MoCA)评估总体认知功能。通过静息态功能磁共振成像(fMRI)和局部一致性(ReHo)记录脑活动。分别对NPC患者和HC在三个时间点的ReHo纵向变化进行基于全脑体素的单因素重复测量方差分析(ANOVA)。结果报告的显著水平为双尾体素水平阈值<0.01和簇水平阈值<0.05,并采用高斯随机场(GRF)校正。最后,评估EDS时ReHo异常对预测NPC患者LDS时认知障碍的效能。NPC患者三个时间点的ReHo存在显著差异,而HC则无。ReHo异常分布于双侧小脑、右侧颞叶和左侧岛叶区域,且随时间呈现不同的动态变化模式。根据曲线下面积(AUC)评分,结合双侧颞叶平均ReHo、年龄和照射剂量的逻辑回归模型诊断效率最高(AUC = 0.752,P = 0.023)。NPC患者放疗后脑活动通过ReHo显示出动态、复杂且多因素的特点。此外,EDS时ReHo异常、年龄和照射剂量的组合可能作为放疗诱导LDS时认知障碍的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e5a/6660255/06d708240c65/fneur-10-00752-g0001.jpg

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