Imaging lung tumor motion using integrated-mode proton radiography—A phantom study towards tumor tracking in proton radiotherapy

IF 3.2 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Medical physics Pub Date : 2024-11-12 DOI:10.1002/mp.17508
Ryan Fullarton, Mikaël Simard, Lennart Volz, Allison Toltz, Savanna Chung, Christoph Schuy, Daniel G. Robertson, Gary Royle, Sam Beddar, Colin Baker, Christian Graeff, Charles-Antoine Collins-Fekete
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引用次数: 0

Abstract

Background

Motion of lung tumors during radiotherapy leads to decreased accuracy of the delivered dose distribution. This is especially true for proton radiotherapy due to the finite range of the proton beam. Methods for mitigating motion rely on knowing the position of the tumor during treatment.

Purpose

Proton radiography uses the treatment beam, at an energy high enough to traverse the patient, to produce a radiograph. This work shows the first results of using an integrated-mode proton radiography system to track the position of moving objects in an experimental phantom study; demonstrating the potential of using this method for measuring tumor motion.

Methods

Proton radiographs of an anthropomorphic lung phantom, with a motor-driven tumor insert, were acquired approximately every 1 s, using tumor inserts of 10, 20, and 30 mm undergoing a known periodic motion. The proton radiography system used a monolithic scintillator block and digital cameras to capture the residual range of each pencil beam passing through the phantom. These ranges were then used to produce a water equivalent thickness map of the phantom. The centroid of the tumor insert in the radiographs was used to determine its position. This measured position was then compared to the known motion of the phantom to determine the accuracy.

Results

Submillimeter accuracy on the measurement of the tumor insert was achieved when using a 30 mm tumor insert with a period of 24 s and was found to be improved for decreasing motion amplitudes with a mean absolute error (MAE) of 1.0, 0.9, and 0.7 mm for 20, 15, and 10 mm respectively. Using smaller tumor inserts reduced the accuracy with a MAE of 1.8 and 1.9 mm for a 20 and 10 mm insert respectively undergoing a periodic motion with an amplitude of 20 mm and a period of 24 s. Using a shorter period resulted in significant motion artifacts reducing the accuracy to a MAE of 2.2 mm for a 12 s period and 3.1 mm for a 6 s period for the 30 mm insert with an amplitude of 20 mm.

Conclusions

This work demonstrates that the position of a lung tumor insert in a realistic anthropomorphic phantom can be measured with high accuracy using proton radiographs. Results show that the accuracy of the position measurement is the highest for slower tumor motions due to a reduction in motion artifacts. This indicates that the primary obstacle to accurate measurement is the speed of the radiograph acquisition. Although the slower tumor motions used in this study are not clinically realistic, this work demonstrates the potential for using proton radiography for measuring tumor motion with an increased scanning speed that results in a decreased acquisition time.

Abstract Image

利用集成模式质子射线摄影成像肺部肿瘤运动--质子放射治疗中肿瘤追踪的模型研究。
背景:在放疗过程中,肺部肿瘤的移动会导致照射剂量分布的准确性降低。由于质子束的射程有限,质子放射治疗尤其如此。目的:质子射线照相术使用能量足够高的治疗光束穿越病人,产生射线照片。这项研究首次展示了使用集成模式质子射线摄影系统在实验模型研究中跟踪移动物体位置的结果,证明了使用这种方法测量肿瘤运动的潜力:大约每 1 秒钟采集一次拟人肺部模型的质子射线照片,该模型带有一个由电机驱动的肿瘤插片,10、20 和 30 毫米的肿瘤插片正在进行已知的周期性运动。质子射线照相系统使用单片闪烁体块和数字照相机捕捉穿过模型的每一铅笔束的残余范围。然后利用这些范围生成模型的水等效厚度图。利用射线照片中肿瘤插片的中心点来确定其位置。然后将测得的位置与模型的已知运动进行比较,以确定精度:结果:使用 30 毫米的肿瘤插片,周期为 24 秒时,肿瘤插片的测量精度达到亚毫米级,随着运动幅度的减小,精度也有所提高,20、15 和 10 毫米的平均绝对误差(MAE)分别为 1.0、0.9 和 0.7 毫米。对于振幅为 20 毫米、周期为 24 秒的周期性运动,使用较小的肿瘤插片会降低精度,20 毫米和 10 毫米插片的 MAE 分别为 1.8 毫米和 1.9 毫米;对于振幅为 20 毫米、周期为 30 毫米的插片,使用较短的周期会导致明显的运动伪影,使精度降低到 MAE 为 2.2 毫米(周期为 12 秒)和 3.1 毫米(周期为 6 秒):这项研究表明,使用质子射线照片可以高精度地测量拟人化模型中肺部肿瘤插入物的位置。结果表明,由于运动伪影的减少,肿瘤运动速度较慢时的位置测量精度最高。这表明,精确测量的主要障碍是射线照片的采集速度。虽然这项研究中使用的较慢肿瘤运动并不符合临床实际情况,但这项工作证明了使用质子射线摄影测量肿瘤运动的潜力,提高扫描速度可缩短采集时间。
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
Medical physics
Medical physics 医学-核医学
CiteScore
6.80
自引率
15.80%
发文量
660
审稿时长
1.7 months
期刊介绍: Medical Physics publishes original, high impact physics, imaging science, and engineering research that advances patient diagnosis and therapy through contributions in 1) Basic science developments with high potential for clinical translation 2) Clinical applications of cutting edge engineering and physics innovations 3) Broadly applicable and innovative clinical physics developments Medical Physics is a journal of global scope and reach. By publishing in Medical Physics your research will reach an international, multidisciplinary audience including practicing medical physicists as well as physics- and engineering based translational scientists. We work closely with authors of promising articles to improve their quality.
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