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自动治疗计划可提高头颈癌治疗计划的临床质量。

Automatic treatment planning improves the clinical quality of head and neck cancer treatment plans.

作者信息

Hansen Christian Rønn, Bertelsen Anders, Hazell Irene, Zukauskaite Ruta, Gyldenkerne Niels, Johansen Jørgen, Eriksen Jesper G, Brink Carsten

机构信息

Laboratory of Radiation Physics, Odense University Hospital, Odense, Denmark.

Institute of Clinical Research, University of Southern Denmark, Odense, Denmark.

出版信息

Clin Transl Radiat Oncol. 2016 Sep 19;1:2-8. doi: 10.1016/j.ctro.2016.08.001. eCollection 2016 Dec.

DOI:10.1016/j.ctro.2016.08.001
PMID:29657987
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5893480/
Abstract

BACKGROUND

Treatment plans for head and neck (H&N) cancer are highly complex due to multiple dose prescription levels and numerous organs at risk (OARs) close to the target. The plan quality is inter-planner dependent since it is dependent on the skills and experience of the dosimetrist. This study presents a blinded prospective clinical comparison of automatic (AU) and manually (MA) generated H&N VMAT plans made for clinical use.

METHODS

MA and AU plans were generated for 30 consecutive patients in Pinnacle using the IMRT optimisation module and the new Autoplan module, respectively. The plan quality was blindedly compared by three senior oncologists and the best plan was selected for treatment of the patient. Planning time was measured as the active operator time used. The plan quality was analysed with DVH metrics and the dose delivery accuracy validated on the ArcCheck phantom.

RESULTS

For twenty-nine out of the thirty patients the AU plan was chosen for treatment. Target doses were more homogenous with the AU plans and the OAR doses were significantly reduced, between 0.5 and 6.5 Gy. The average operator time spent on creating a manual plan was 64 min which was halved by Autoplan. The AU plans were more modulated as illustrated by an increase in MUs, which might cause the slightly lower pass rate of 97.7% in the ArcCheck measurements.

CONCLUSIONS

Target doses were similar between MA and AU plan, while AU plans spared all OAR considerably better than the MA plans.

摘要

背景

由于存在多个剂量处方水平以及众多靠近靶区的危及器官(OAR),头颈部(H&N)癌的治疗计划极为复杂。计划质量取决于计划制定者,因为它依赖于剂量师的技能和经验。本研究对头颈部容积调强放疗(VMAT)自动(AU)生成和手动(MA)生成并用于临床的计划进行了一项盲法前瞻性临床比较。

方法

分别使用Pinnacle中的调强放疗(IMRT)优化模块和新的自动计划模块为30例连续患者生成MA计划和AU计划。由三位资深肿瘤学家对计划质量进行盲法比较,并选择最佳计划用于患者治疗。将计划时间测量为实际操作人员所用时间。使用剂量体积直方图(DVH)指标分析计划质量,并在ArcCheck模体上验证剂量传递准确性。

结果

30例患者中有29例选择了AU计划进行治疗。AU计划的靶区剂量更均匀,OAR剂量显著降低,降低幅度在0.5至6.5 Gy之间。创建手动计划的平均操作人员时间为64分钟,自动计划使其减半。AU计划的调制更多,如监测单位(MUs)增加所示,这可能导致ArcCheck测量中的通过率略低,为97.7%。

结论

MA计划和AU计划的靶区剂量相似,而AU计划对所有OAR 的保护明显优于MA计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/74de4b8a91e4/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/680dc56049f8/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/0a182aa6fe65/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/74de4b8a91e4/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/680dc56049f8/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/0a182aa6fe65/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f4/5893480/74de4b8a91e4/gr3.jpg

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本文引用的文献

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2
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J Natl Cancer Inst. 2015 Dec 9;107(12):djv344. doi: 10.1093/jnci/djv344. Print 2015 Dec.
3
Evaluation of an automated knowledge based treatment planning system for head and neck.头颈部基于知识的自动化治疗计划系统的评估
粒子治疗中心医学物理专业人员的临床工作量概况:日本全国性调查
J Radiat Res. 2025 Jan 22;66(1):52-64. doi: 10.1093/jrr/rrae092.
4
Application and progress of artificial intelligence in radiation therapy dose prediction.人工智能在放射治疗剂量预测中的应用与进展
Clin Transl Radiat Oncol. 2024 May 9;47:100792. doi: 10.1016/j.ctro.2024.100792. eCollection 2024 Jul.
5
Feasibility and dosimetric evaluation of single- and multi-isocentre stereotactic body radiation therapy for multiple liver metastases.单中心和多中心立体定向体部放射治疗对多发性肝转移瘤的可行性及剂量学评估
Front Oncol. 2023 Apr 28;13:1144784. doi: 10.3389/fonc.2023.1144784. eCollection 2023.
6
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J Radiat Res. 2023 May 4;64(3):612-21. doi: 10.1093/jrr/rrad026.
7
A comparative study of deep learning-based knowledge-based planning methods for 3D dose distribution prediction of head and neck.基于深度学习的头颈部 3D 剂量分布预测的知识型规划方法的对比研究。
J Appl Clin Med Phys. 2023 Sep;24(9):e14015. doi: 10.1002/acm2.14015. Epub 2023 May 3.
8
Development and Clinical Implementation of an Automated Virtual Integrative Planner for Radiation Therapy of Head and Neck Cancer.头颈癌放射治疗自动虚拟综合计划系统的开发与临床应用
Adv Radiat Oncol. 2022 Jul 17;8(2):101029. doi: 10.1016/j.adro.2022.101029. eCollection 2023 Mar-Apr.
9
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Radiat Oncol. 2015 Nov 10;10:226. doi: 10.1186/s13014-015-0533-2.
4
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5
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6
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Int J Radiat Oncol Biol Phys. 2015 Mar 1;91(3):612-20. doi: 10.1016/j.ijrobp.2014.11.014. Epub 2015 Jan 30.
7
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9
Differences in delineation guidelines for head and neck cancer result in inconsistent reported dose and corresponding NTCP.头颈部癌勾画指南的差异导致报告的剂量和相应的正常组织并发症概率不一致。
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10
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