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  • [Front Oncol.] Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers

    [Front Oncol.] Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers 수술 중 이식된 기준 마커를 사용한 종양 추적 방사선 치료를 위한 마진 결정 프레임워크 개발

    연세암병원 / 김지훈, 홍채선*

  • 출처
    Front Oncol.
  • 등재일
    2021 Oct 7
  • 저널이슈번호
    11:753246. doi: 10.3389/fonc.2021.753246. eCollection 2021.
  • 내용

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    Abstract
    Purpose: To develop an internal target volume (ITV) margin determination framework (or decision-supporting framework) for treating multiple lung metastases using CyberKnife Synchrony with intraoperatively implanted fiducial markers (IIFMs). The feasibility of using non-ideally implanted fiducial markers (a limited number and/or far from a target) for tracking-based lung stereotactic ablative radiotherapy (SABR) was investigated.

    Methods: In the developed margin determination framework, an optimal set of IIFMs was determined to minimize a tracking uncertainty-specific ITV (ITVtracking) margin (margin required to cover target-to-marker motion discrepancy), i.e., minimize the motion discrepancies between gross tumor volume (GTV) and the selected set of fiducial markers (FMs). The developed margin determination framework was evaluated in 17 patients with lung metastases. To automatically calculate the respiratory motions of the FMs, a template matching-based FM tracking algorithm was developed, and GTV motion was manually measured. Furthermore, during-treatment motions of the selected FMs were analyzed using log files and compared with those calculated using 4D CTs.

    Results: For 41 of 42 lesions in 17 patients (97.6%), an optimal set of the IIFMs was successfully determined, requiring an ITVtracking margin less than 5 mm. The template matching-based FM tracking algorithm calculated the FM motions with a sub-millimeter accuracy compared with the manual measurements. The patient respiratory motions during treatment were, on average, significantly smaller than those measured at simulation for the patient cohort considered.

    Conclusion: Use of the developed margin determination framework employing CyberKnife Synchrony with a limited number of IIFMs is feasible for lung SABR.

     

     

    Affiliations
    Jihun Kim  1 , Min Cheol Han  1 , Jee Suk Chang  1 , Chae-Seon Hong  1 , Kyung Hwan Kim  1 , Hwa Kyung Byun  1 , Ryeong Hwang Park  2 , Woong Sub Koom  1 , Seong Yong Park  3 , Jin Sung Kim
    1 Department of Radiation Oncology, Yonsei University College of Medicine, Seoul, South Korea.
    2 Department of Radiation Oncology, Yonsei Cancer Center, Seoul, South Korea.
    3 Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, Seoul, South Korea. 

  • 키워드
    CyberKnife Synchrony; fiducial tracking; internal target volume; intraoperative fiducial marker implantation; lung metastasis; stereotactic ablative radiotherapy.
  • 연구소개
    논문의 강점: 다발성 폐전이암의 정위방사선치료(stereotactic ablative radiation therapy, SABR)에서 내부표적체적(internal target volume, ITV) 잉여경계(margin) 결정을 위한 framework를 개발한 연구. 다수의 폐전이암 치료를 위해, “하이브리드” 기법을 적용, 즉 일부 전이암은 수술로 제거하고, 수술로 제거할 수 없는 전이암은 정위방사선치료으로 치료. 단, 수술로 제거할 수 없는 전이암의 방사선치료를 위해 수술 중 fiducial marker를 삽입. 수술 중 삽입된 fiducial marker를 이용하여 tracking-based 방사선치료를 진행함. 이러한 다발성 폐전이암의 하이브리드 치료를 위해서는 수술 중 삽입된 fiducial marker (수가 제한적이고, 전이암로부터 거리가 멀 수 있음)를 이용해서 tracking을 해야하는데, 본 연구에서는 수술 중 삽입된 fiducial marker 중에서 방사선치료의 대상이 되는 전이암과 motion synronization level이 가장 높은 최적의 fiducial marker의 조합을 찾아내는 기법을 개발하였음. 결과적으로, 17명의 폐암 환자에 대하여 5 mm 미만의 ITV margin을 설정할 수 있었음. 개발된 framework는 제한된 fiducial marker를 가진 폐암 환자에 대해 CyberKnife Synchrony 와 함께 SABR 치료에 사용할 수 있음을 확인함.
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