• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用双能计算机断层扫描合成的虚拟非增强图像进行放射治疗计划的可行性研究。

A feasibility study of using virtual noncontrast images synthesized from dual-energy computed tomography for radiotherapy treatment planning.

作者信息

Wei Shuoyang, Zhu Qizhen, Yu Lang, Li Wenbo, Zhou Bing, Guo Mengya, Dai Jiaqi, Liu Xiaonan, Yang Bo, Qiu Jie

机构信息

Department of Radiotherapy, Peking Union Medical College Hospital, Beijing, China.

CT Imaging Research Center, GE Healthcare China, Beijing, China.

出版信息

Quant Imaging Med Surg. 2024 Dec 5;14(12):8443-8455. doi: 10.21037/qims-24-885. Epub 2024 Oct 17.

DOI:10.21037/qims-24-885
PMID:39698658
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11652005/
Abstract

BACKGROUND

In the traditional computed tomography (CT) simulation process, patients need to undergo CT scans before and after injection of iodine-based contrast agent, resulting in a cumbersome workflow and additional imaging dose. Contrast-enhanced spectral CT can synthesize true contrast-enhanced (TCE) images and virtual noncontrast (VNC) images in a single scan without geometric misalignment. To improve work efficiency and reduce patients' imaging dose, we studied the feasibility of using VNC images for radiotherapy treatment planning, with true noncontrast (TNC) images as references and explored its dosimetric advantages compared to using TCE images. Specifically, this study examined tumors near bones, including cases of bone metastasis and myeloma.

METHODS

A total of 54 patients (20 patients with cervical cancer, 15 patients with esophageal cancer, and 15 patients with laryngeal cancer, and 4 patients with bone metastasis or hip replacement) who underwent non-contrast-enhanced and contrast-enhanced spectral CT simulation were retrospectively enrolled between July 2023 and March 2024. The study was approved by the institutional review board. The CT images were acquired using a second-generation fast kilovoltage peak-switching CT. Treatment plans for photon radiotherapy were optimized and calculated using TNC images and recalculated based on TCE and VNC images. To evaluate image and dosimetric equivalent, several metrics, including Hounsfield unit (HU) value differences, gamma pass rates and dose-volume histogram (DVH) parameters of planning target volume (PTV), and organs at risk (OARs), were compared.

RESULTS

In terms of HU value difference, for the majority of patients, the HU value differences of the PTV between TCE and TNC images (36.7±23.9 and 27.8±2.1 in esophageal and laryngeal cancer, respectively) were greater than those between VNC and TNC images (10.59±25.8 and 3.55±1.9 in esophageal and laryngeal cancer, respectively). Regarding dosimetry, the gamma pass rates between VNC and TNC were 1 in 2%/2 mm and 3%/3 mm. Most DVH parameter differences were less than 1% between the VNC and TNC plans and between TCE and TNC plans. Meanwhile, in some blood-rich OARs such as heart and small intestine, VNC shows dosimetric potential compared to TCE based on the statistically significant DVH parameters differences.

CONCLUSIONS

By analyzing radiotherapy treatment plans with target areas located in different locations, including tumors near bones such as bone metastasis, we preliminarily verified the feasibility of using VNC images for photon dose calculation. This approach can effectively improve clinical workflow and reduce the image dose to patients.

摘要

背景

在传统的计算机断层扫描(CT)模拟过程中,患者需要在注射碘造影剂前后进行CT扫描,导致工作流程繁琐且增加了成像剂量。对比增强光谱CT可以在一次扫描中合成真正的对比增强(TCE)图像和虚拟平扫(VNC)图像,而不会出现几何错位。为了提高工作效率并降低患者的成像剂量,我们以真正的平扫(TNC)图像为参考,研究了使用VNC图像进行放射治疗计划的可行性,并探讨了其与使用TCE图像相比的剂量学优势。具体而言,本研究检查了靠近骨骼的肿瘤,包括骨转移和骨髓瘤病例。

方法

回顾性纳入2023年7月至2024年3月期间接受非增强和对比增强光谱CT模拟的54例患者(20例宫颈癌患者、15例食管癌患者、15例喉癌患者以及4例骨转移或髋关节置换患者)。该研究经机构审查委员会批准。使用第二代快速千伏峰值切换CT获取CT图像。使用TNC图像优化并计算光子放射治疗的治疗计划,并基于TCE和VNC图像重新计算。为了评估图像和剂量学等效性,比较了几个指标,包括亨氏单位(HU)值差异、γ通过率以及计划靶区(PTV)和危及器官(OARs)的剂量体积直方图(DVH)参数。

结果

在HU值差异方面,对于大多数患者,TCE与TNC图像之间PTV的HU值差异(食管癌和喉癌分别为36.7±23.9和27.8±2.1)大于VNC与TNC图像之间的差异(食管癌和喉癌分别为10.59±25.8和3.55±1.9)。在剂量学方面,VNC与TNC之间在2%/2mm和3%/3mm时的γ通过率为1。VNC与TNC计划之间以及TCE与TNC计划之间的大多数DVH参数差异小于1%。同时,在一些血供丰富的OARs中,如心脏和小肠,基于具有统计学意义的DVH参数差异,VNC与TCE相比显示出剂量学潜力。

结论

通过分析靶区位于不同位置(包括骨转移等靠近骨骼的肿瘤)的放射治疗计划,我们初步验证了使用VNC图像进行光子剂量计算的可行性。这种方法可以有效改善临床工作流程并降低患者的图像剂量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/beee1cdace7c/qims-14-12-8443-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/af62bb6aa9dc/qims-14-12-8443-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/a7bcdd8a34e9/qims-14-12-8443-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/580cc9497f0b/qims-14-12-8443-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/f0011c43b3ca/qims-14-12-8443-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/beee1cdace7c/qims-14-12-8443-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/af62bb6aa9dc/qims-14-12-8443-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/a7bcdd8a34e9/qims-14-12-8443-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/580cc9497f0b/qims-14-12-8443-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/f0011c43b3ca/qims-14-12-8443-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/714c/11652005/beee1cdace7c/qims-14-12-8443-f5.jpg

相似文献

1
A feasibility study of using virtual noncontrast images synthesized from dual-energy computed tomography for radiotherapy treatment planning.利用双能计算机断层扫描合成的虚拟非增强图像进行放射治疗计划的可行性研究。
Quant Imaging Med Surg. 2024 Dec 5;14(12):8443-8455. doi: 10.21037/qims-24-885. Epub 2024 Oct 17.
2
Deep learning-based virtual noncontrast CT for volumetric modulated arc therapy planning: Comparison with a dual-energy CT-based approach.深度学习虚拟非对比 CT 容积调强弧形治疗计划:与双能 CT 方法的比较。
Med Phys. 2020 Feb;47(2):371-379. doi: 10.1002/mp.13925. Epub 2019 Dec 3.
3
Tin-filter enhanced dual-energy-CT: image quality and accuracy of CT numbers in virtual noncontrast imaging.锡滤器增强双能量 CT:虚拟非对比成像中 CT 数的图像质量和准确性。
Acad Radiol. 2013 May;20(5):596-603. doi: 10.1016/j.acra.2013.01.010. Epub 2013 Mar 13.
4
Comparison of virtual and true non-contrast images from dual-layer spectral detector computed tomography (CT) in patients with colorectal cancer.双层光谱探测器计算机断层扫描(CT)中虚拟与真实非增强图像在结直肠癌患者中的比较。
Quant Imaging Med Surg. 2024 Sep 1;14(9):6260-6272. doi: 10.21037/qims-24-535. Epub 2024 Aug 28.
5
Virtual Non-Contrast CT Using Dual-Energy Spectral CT: Feasibility of Coronary Artery Calcium Scoring.使用双能谱CT的虚拟非增强CT:冠状动脉钙化评分的可行性
Korean J Radiol. 2016 May-Jun;17(3):321-9. doi: 10.3348/kjr.2016.17.3.321. Epub 2016 Apr 14.
6
Comparing Arterial- and Venous-Phase Acquisition for Optimization of Virtual Noncontrast Images From Dual-Energy Computed Tomography Angiography.比较动脉期和静脉期采集以优化双能量计算机断层血管造影的虚拟平扫图像
J Comput Assist Tomogr. 2019 Sep/Oct;43(5):770-774. doi: 10.1097/RCT.0000000000000903.
7
Incidental Findings in Abdominal Dual-Energy Computed Tomography: Correlation Between True Noncontrast and Virtual Noncontrast Images Considering Renal and Liver Cysts and Adrenal Masses.腹部双能量计算机断层扫描中的偶然发现:考虑肾囊肿、肝囊肿和肾上腺肿块时真实平扫与虚拟平扫图像之间的相关性
J Comput Assist Tomogr. 2017 Mar/Apr;41(2):294-297. doi: 10.1097/RCT.0000000000000503.
8
Dual-layer spectral computed tomography: Virtual non-contrast in comparison to true non-contrast images.双层光谱 CT:虚拟非对比与真实非对比图像的比较。
Eur J Radiol. 2018 Jul;104:108-114. doi: 10.1016/j.ejrad.2018.05.007. Epub 2018 May 10.
9
A conventional-to-spectral CT image translation augmentation workflow for robust contrast injection-independent organ segmentation.一种常规到光谱 CT 图像翻译增强工作流程,用于稳健的对比注入独立器官分割。
Med Phys. 2022 Feb;49(2):1108-1122. doi: 10.1002/mp.15310. Epub 2021 Dec 20.
10
Comparative study of true and virtual non-contrast imaging generated from dual-layer spectral CT in patients with upper aerodigestive tract cancer.双层光谱CT生成的上消化道癌患者真实与虚拟非增强成像的对比研究
Pol J Radiol. 2022 Dec 27;87:e678-e687. doi: 10.5114/pjr.2022.123829. eCollection 2022.

本文引用的文献

1
Investigation on the proton range uncertainty with spectral CT-based virtual monoenergetic images.基于光谱 CT 的虚拟单能量图像的质子射程不确定性研究。
J Appl Clin Med Phys. 2023 Oct;24(10):e14062. doi: 10.1002/acm2.14062. Epub 2023 Jun 13.
2
Virtual Unenhanced Images: Qualitative and Quantitative Comparison Between Different Dual-Energy CT Scanners in a Patient and Phantom Study.虚拟非增强图像:在患者和体模研究中不同双能 CT 扫描仪的定性和定量比较。
Invest Radiol. 2022 Jan 1;57(1):52-61. doi: 10.1097/RLI.0000000000000802.
3
Dual-energy computed tomography image-based volumetric-modulated arc therapy planning for reducing the effect of contrast-enhanced agent on dose distributions.
基于双能量 CT 图像的容积旋转调强弧形治疗计划以降低造影剂对剂量分布的影响。
Med Dosim. 2021;46(4):328-334. doi: 10.1016/j.meddos.2021.03.006. Epub 2021 Apr 28.
4
Dosimetric influence of deformable image registration uncertainties on propagated structures for online daily adaptive proton therapy of lung cancer patients.变形图像配准不确定性对肺癌患者在线自适应质子治疗中传播结构的剂量学影响。
Radiother Oncol. 2021 Jun;159:136-143. doi: 10.1016/j.radonc.2021.03.021. Epub 2021 Mar 23.
5
Technical Note: Using virtual noncontrast images from dual-energy CT to eliminate the need of precontrast CT for x-ray radiation treatment planning of abdominal tumors.技术说明:使用双能CT的虚拟平扫图像,无需进行平扫CT,即可用于腹部肿瘤的X线放射治疗计划。
Med Phys. 2021 Mar;48(3):1365-1371. doi: 10.1002/mp.14702. Epub 2021 Jan 26.
6
Value of spectral detector CT for pretherapeutic, locoregional assessment of esophageal cancer.光谱探测器 CT 对食管癌术前、局部评估的价值。
Eur J Radiol. 2021 Jan;134:109423. doi: 10.1016/j.ejrad.2020.109423. Epub 2020 Nov 21.
7
Virtual monoenergetic images preserve diagnostic assessability in contrast media reduced abdominal spectral detector CT.虚拟单能量图像在降低对比剂的腹部能谱探测器 CT 中保持诊断可评估性。
Br J Radiol. 2020 Sep 1;93(1113):20200340. doi: 10.1259/bjr.20200340. Epub 2020 Jul 24.
8
Reliability of the gamma index analysis as a verification method of volumetric modulated arc therapy plans.伽玛指数分析作为容积调强弧形治疗计划验证方法的可靠性。
Radiat Oncol. 2018 Sep 14;13(1):175. doi: 10.1186/s13014-018-1123-x.
9
Dual-layer spectral computed tomography: measuring relative electron density.双层光谱计算机断层扫描:测量相对电子密度。
Eur Radiol Exp. 2018 Aug 22;2:20. doi: 10.1186/s41747-018-0051-8. eCollection 2018 Dec.
10
Abdominal Attenuation Values on Virtual and True Unenhanced Images Obtained With Third-Generation Dual-Source Dual-Energy CT.第三代双源双能 CT 获得的虚拟和真实非增强图像上的腹部衰减值。
AJR Am J Roentgenol. 2018 May;210(5):1042-1058. doi: 10.2214/AJR.17.18248. Epub 2018 Mar 12.