Disparate Radiation‐Induced Microstructural Injuries in Whole‐Brain White Matter of Patients With Nasopharyngeal Carcinoma: A Longitudinal Study Using Multishell Diffusion MRI

鼻咽癌 白质 医学 磁共振弥散成像 核医学 磁共振成像 秩相关 肿瘤科 病理 放射治疗 内科学 放射科 机器学习 计算机科学
作者
Jiahui Liang,Xinyuan Zhang,Yuhao Lin,Gui Fu,Jie Pan,Yanqiu Feng,Xiaofei Lv
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:59 (3): 976-986
标识
DOI:10.1002/jmri.28674
摘要

Background Evidence for prevention strategies of radiotherapy (RT)‐related injury in patients with nasopharyngeal carcinoma (NPC) was lacking. Understanding the dynamic alterations in the cerebral white matter (WM) microstructure after RT may be helpful. Purpose To investigate the dynamic alterations in the whole brain WM microstructure in patients with NPC in the 12 months after RT using multishell diffusion MRI (MS‐dMRI). Study Type Single‐center longitudinal study. Population A total of 28 treatment‐naïve patients with pathologically confirmed NPC (age: 39.68 ± 8.93 years, 11 female) and 20 healthy controls (age: 40.65 ± 9.76 years, 7 female). Field Strength/Sequences A 3 T, MS‐dMRI using a single‐shot echo planar imaging sequence. Assessment MS‐dMRI was acquired at baseline for the NPC patients and healthy controls, at 0–3 (acute, AC), 6 (early delayed, ED) and 12 months (late delayed, LD) after RT for the NPC patients. The mean and maximum radiation doses to the temporal lobe were acquired. The quality of images was reviewed. MS‐dMRI was analyzed using tract‐based spatial statistics (TBSS). The presentations of injury were defined by the findings of TBSS. Statistical Tests Chi‐square, t tests, repeated ANOVA, and Spearman‐rank correlation analysis were used. P < 0.05 was considered to be statistically significant. Results TBSS showed two WM injuries (injuries 1 and 2). Injury 1 emerged in the ED phase in the bilateral temporal poles and persisted throughout the ED and LD phases. Injury 2 developed from the AC to ED phase in the bilateral hemisphere and partially recovered in the LD phase. In the ED and LD phases, the multiple diffusion metrics were well correlated ( r > 0.5 or <−0.5) with the RT dose, especially in the WM tracts in the temporal lobes. Data Conclusion Disparate WM injuries were observed in NPC patients after RT. The injuries may be primarily or secondarily induced by radiation. Injury 1 may be irreversible, while injury 2 seems to partially recover. Evidence Level 2. Technical Efficacy Stage 4.
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