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基于虚拟临床试验的投影减少型低剂量锥形束CT在图像引导放射治疗中的临床评估研究

Virtual clinical trial-based study for clinical evaluation of projection-reduced low-dose cone-beam CT for image guided radiotherapy.

作者信息

Wang Meijiao, Yao Kaining, Zhao Yixin, Geng Jianhao, Zhu Xianggao, Liu Zhiyan, Li Yongheng, Wu Hao, Du Yi

机构信息

Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital & Institute, Beijing, China.

Department of Otolaryngology, Head and Neck Surgery, Peking University People's Hospital, Beijing, China.

出版信息

Front Oncol. 2024 Jul 5;14:1369603. doi: 10.3389/fonc.2024.1369603. eCollection 2024.

Abstract

PURPOSE

Repeated cone-beam CT (CBCT) scans for image-guided radiotherapy (IGRT) increase the health risk of radiation-induced malignancies. Patient-enrolled studies to optimize scan protocols are inadequate. We proposed a virtual clinical trial-based approach to evaluate projection-reduced low-dose CBCT for IGRT.

MATERIALS AND METHODS

A total of 71 patients were virtually enrolled with 26 head, 23 thorax and 22 pelvis scans. Projection numbers of full-dose CBCT scans were reduced to 1/2, 1/4, and 1/8 of the original to simulate low-dose scans. Contrast-to-noise ratio (CNR) values in fat and muscle were measured in the full-dose and low-dose images. CBCT images were registered to planning CT to derive 6-degree-of-freedom couch shifts. Registration errors were statistically analyzed with the Wilcoxon paired signed-rank test.

RESULTS

As projection numbers were reduced, CNR values descended and the magnitude of registration errors increased. The mean CNR values of full-dose and half-dose CBCT were >3.0. For full-dose and low-dose CBCT (i.e. 1/2, 1/4 and 1/8 full-dose), the mean registration errors were< ± 0.4 mm in translational directions (LAT, LNG, VRT) and ±0.2 degree in rotational directions (Pitch, Roll, Yaw); the mean magnitude of registration errors were< 1 mm in translation and< 0.5 degree in rotation. The couch shift differences between full-dose and low-dose CBCT were not statistically significant (p>0.05) in all the directions.

CONCLUSION

The results indicate that while the impact of dose-reduction on CBCT couch shifts is not significant, the impact on CNR values is significant. Further validation on optimizing CBCT imaging dose is required.

摘要

目的

用于图像引导放射治疗(IGRT)的重复锥形束CT(CBCT)扫描会增加辐射诱发恶性肿瘤的健康风险。纳入患者的优化扫描方案研究并不充分。我们提出了一种基于虚拟临床试验的方法来评估用于IGRT的投影减少型低剂量CBCT。

材料与方法

共虚拟纳入71例患者,包括26例头部、23例胸部和22例骨盆扫描。将全剂量CBCT扫描的投影数量减少至原来的1/2、1/4和1/8,以模拟低剂量扫描。在全剂量和低剂量图像中测量脂肪和肌肉中的对比噪声比(CNR)值。将CBCT图像与计划CT配准以得出六自由度治疗床移位。使用Wilcoxon配对符号秩检验对配准误差进行统计分析。

结果

随着投影数量的减少,CNR值下降,配准误差的幅度增加。全剂量和半剂量CBCT的平均CNR值>3.0。对于全剂量和低剂量CBCT(即1/2、1/4和1/8全剂量),在平移方向(LAT、LNG、VRT)上的平均配准误差<±0.4 mm,在旋转方向(Pitch、Roll、Yaw)上<±0.2度;配准误差的平均幅度在平移时<1 mm,在旋转时<0.5度。全剂量和低剂量CBCT之间的治疗床移位差异在所有方向上均无统计学意义(p>0.05)。

结论

结果表明,虽然剂量减少对CBCT治疗床移位的影响不显著,但对CNR值的影响显著。需要对优化CBCT成像剂量进行进一步验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3166/11270018/360197d4cbe0/fonc-14-1369603-g001.jpg

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