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基于可变形图像配准的轮廓传播可为基于磁共振成像的宫颈癌近距离治疗计划生成临床可接受的方案。

Deformable image registration-based contour propagation yields clinically acceptable plans for MRI-based cervical cancer brachytherapy planning.

作者信息

Chapman Christina Hunter, Polan Daniel, Vineberg Karen, Jolly Shruti, Maturen Katherine E, Brock Kristy K, Prisciandaro Joann I

机构信息

Department of Radiation Oncology, University of Michigan, Ann Arbor, MI.

Department of Radiation Oncology, University of Michigan, Ann Arbor, MI.

出版信息

Brachytherapy. 2018 Mar-Apr;17(2):360-367. doi: 10.1016/j.brachy.2017.11.019. Epub 2018 Jan 10.

Abstract

PURPOSE

To study the dosimetric impact of deformable image registration-based contour propagation on MRI-based cervical cancer brachytherapy planning.

METHODS AND MATERIALS

High-risk clinical target volume (HRCTV) and organ-at-risk (OAR) contours were delineated on MR images of 10 patients who underwent ring and tandem brachytherapy. A second set of contours were propagated using a commercially available deformable registration algorithm. "Manual-contour" and "propagated-contour" plans were optimized to achieve a maximum dose to the most minimally exposed 90% of the volume (D) (%) of 6 Gy/fraction, respecting minimum dose to the most exposed 2cc of the volume (D) OAR constraints of 5.25 Gy and 4.2 Gy/fraction for bladder and rectum/sigmoid (86.5 and 73.4 Gy equivalent dose in 2 Gy fractions [EQD] for external beam radiotherapy [EBRT] + brachytherapy, respectively). Plans were compared using geometric and dosimetric (total dose [EQD] EBRT + brachytherapy) parameters.

RESULTS

The differences between the manual- and propagated-contour plans with respect to the HRCTV D and bladder, rectum, and sigmoid D were not statistically significant (per-fraction basis). For the EBRT + brachytherapy course, the D delivered to the manually contoured OARs by the propagated-contour plans ranging 98-107%, 95-105%, and 92-108% of the dose delivered by the manual-contour plans (max 90.4, 70.3, and 75.4 Gy for the bladder, rectum, and sigmoid, respectively). The HRCTV dose in the propagated-contour plans was 97-103% of the dose in the manual-contour plans (maximum difference 2.92 Gy). Increased bladder filling resulted in increased bladder dose in manual- and propagated-contour plans.

CONCLUSIONS

When deformable image registration-propagated contours are used for cervical brachytherapy planning, the HRCTV dose is similar to the dose delivered by manual-contour plans and the doses delivered to the OARs are clinically acceptable, suggesting that our algorithm can replace manual contouring for appropriately selected cases that lack major interfractional anatomical changes.

摘要

目的

研究基于可变形图像配准的轮廓传播对基于磁共振成像(MRI)的宫颈癌近距离放疗计划的剂量学影响。

方法与材料

在10例行环形和串联近距离放疗的患者的磁共振图像上勾勒出高危临床靶区(HRCTV)和危及器官(OAR)的轮廓。使用商用可变形配准算法传播第二组轮廓。优化“手动轮廓”和“传播轮廓”计划,以使体积中暴露最少的90%的最大剂量(D)(%)达到6 Gy/分次,同时遵守体积中暴露最多的2 cc的最小剂量(D)OAR限制,膀胱为5.25 Gy,直肠/乙状结肠为4.2 Gy/分次(分别相当于外照射放疗[EBRT]+近距离放疗中2 Gy分次的86.5和73.4 Gy等效剂量[EQD])。使用几何和剂量学(总剂量[EQD] EBRT+近距离放疗)参数比较计划。

结果

手动轮廓和传播轮廓计划在HRCTV D以及膀胱、直肠和乙状结肠D方面的差异无统计学意义(基于分次)。对于EBRT+近距离放疗疗程,传播轮廓计划给予手动勾勒的OAR的D为手动轮廓计划给予剂量的98 - 107%、95 - 105%和92 - 108%(膀胱、直肠和乙状结肠的最大剂量分别为90.4、70.3和75.4 Gy)。传播轮廓计划中的HRCTV剂量为手动轮廓计划中剂量的97 - 103%(最大差异2.92 Gy)。膀胱充盈增加导致手动轮廓和传播轮廓计划中的膀胱剂量增加。

结论

当将可变形图像配准传播的轮廓用于宫颈癌近距离放疗计划时,HRCTV剂量与手动轮廓计划给予的剂量相似,给予OAR的剂量在临床上是可接受的,这表明我们的算法可以替代手动轮廓勾画,用于缺乏主要分次间解剖变化的适当选择的病例。

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