Quantitative white matter alterations of the anterior visual pathway predict injury following radiotherapy for nasopharyngeal carcinoma: a high-angular-resolution diffusion imaging study.

IF 3.9 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Yaqian Xing, Tiansheng Li, Yiying Zhang, Linjie Zhou, Weiyuan Huang, Gang Wu
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引用次数: 0

Abstract

Objective: This study aimed to use high-angular-resolution diffusion imaging (HARDI) to evaluate microstructural alterations and temporal evolution patterns in the anterior visual pathway (AVP) white matter of patients with nasopharyngeal carcinoma (NPC) following radiotherapy (RT).

Methods: 150 patients with nasopharyngeal carcinoma (NPC) were retrospectively enrolled and stratified into four groups according to the post-radiotherapy (post-RT) interval: G0 (pre-RT, n = 39), G1 (< 1 month post-RT, n = 30), G2 (< 6 months post-RT, n = 33), and G3 (> 6 months post-RT, n = 48). Based on high-angular-resolution diffusion imaging (HARDI), generalized q-sampling imaging (GQI) reconstruction was performed to derive GQI parameters for the anterior visual pathway, including generalized fractional anisotropy (GFA) and normalized quantitative anisotropy (NQA). Corresponding diffusion tensor imaging (DTI) parameters, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD), were also obtained. One-way analysis of variance (ANOVA) was used to compare all parameters across the four groups, followed by post hoc pairwise comparisons. Cohen's d was calculated to assess the effect size of each parameter relative to pre-RT values.

Results: Compared with the G0 group, fractional anisotropy (FA) and normalized quantitative anisotropy (NQA) values were significantly decreased in G1 (P < 0.05). Conversely, mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) values were significantly increased bilaterally in G1 (P < 0.05). No significant differences were observed in other post-RT groups. No significant differences in generalized fractional anisotropy (GFA) values were observed between the pre-RT and any post-RT groups. Compared with the G0 group, effect-size analysis demonstrated that the largest effect sizes were present in G1. Effect sizes were generally smaller in G2. In G3, effect sizes were predominantly small to moderate.

Conclusions: DTI and GQI together exhibit the potential to serve as a biomarker of detecting microstructural alterations in the white matter of the anterior visual pathway before visible changes appear on conventional MR images, enabling a better understanding of radiation-induced injury.

前视通路定量白质改变预测鼻咽癌放疗后损伤:一项高角分辨率扩散成像研究。
目的:利用高角分辨率扩散成像(HARDI)评价鼻咽癌(NPC)放疗后前视通路(AVP)白质的显微结构改变和时间演变模式。方法:回顾性纳入150例鼻咽癌(NPC)患者,按放疗后(放疗后)时间间隔分为4组:G0组(放疗前,n = 39), G1组(放疗后6个月,n = 48)。基于高角分辨率扩散成像(HARDI),进行广义q采样成像(GQI)重建,得出前视通路的GQI参数,包括广义分数各向异性(GFA)和归一化定量各向异性(NQA)。得到相应的扩散张量成像(DTI)参数,包括分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(AD)和径向扩散率(RD)。采用单因素方差分析(ANOVA)比较四组的所有参数,然后进行事后两两比较。计算Cohen's d来评估每个参数相对于rt前值的效应大小。结果:与G0组相比,G1组分数各向异性(FA)和归一化定量各向异性(NQA)值显著降低(P)。结论:DTI和GQI一起具有在常规MR图像上出现可见变化之前检测前视通路白质微结构改变的生物标志物的潜力,能够更好地了解辐射损伤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Medical Imaging
BMC Medical Imaging RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
4.60
自引率
3.70%
发文量
198
审稿时长
27 weeks
期刊介绍: BMC Medical Imaging is an open access journal publishing original peer-reviewed research articles in the development, evaluation, and use of imaging techniques and image processing tools to diagnose and manage disease.
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