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在食管癌放射治疗计划流程中,可变形图像配准在诊断性正电子发射断层扫描-计算机断层扫描整合中的优势

Superiority of Deformable Image Co-registration in the Integration of Diagnostic Positron Emission Tomography-Computed Tomography to the Radiotherapy Treatment Planning Pathway for Oesophageal Carcinoma.

作者信息

Ward G, Ramasamy S, Sykes J R, Prestwich R, Chowdhury F, Scarsbrook A, Murray P, Harris K, Crellin A, Hatfield P, Sebag-Montefiore D, Spezi E, Crosby T, Radhakrishna G

机构信息

Medical Physics and Engineering, Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK.

Radiation Oncology, Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK.

出版信息

Clin Oncol (R Coll Radiol). 2016 Oct;28(10):655-62. doi: 10.1016/j.clon.2016.05.009. Epub 2016 Jun 3.

Abstract

AIMS

To investigate the use of image co-registration in incorporating diagnostic positron emission tomography-computed tomography (PET-CT) directly into the radiotherapy treatment planning pathway, and to describe the pattern of local recurrence relative to the PET-avid volume.

MATERIALS AND METHODS

Fourteen patients were retrospectively identified, six of whom had local recurrence. The accuracy of deformable image registration (DIR) and rigid registration of the diagnostic PET-CT and recurrence CT, to the planning CT, were quantitatively assessed by comparing co-registration of oesophagus, trachea and aorta contours. DIR was used to examine the correlation between PET-avid volumes, dosimetry and site of recurrence.

RESULTS

Positional metrics including the dice similarity coefficient (DSC) and conformity index (CI), showed DIR to be superior to rigid registration in the co-registration of diagnostic and recurrence imaging to the planning CT. For diagnostic PET-CT, DIR was superior to rigid registration in the transfer of oesophagus (DSC=0.75 versus 0.65, P<0.009 and CI=0.59 versus 0.48, P<0.003), trachea (DSC=0.88 versus 0.65, P<0.004 and CI=0.78 versus 0.51, P<0.0001) and aorta structures (DSC=0.93 versus 0.86, P<0.006 and CI=0.86 versus 0.76, P<0.006). For recurrence imaging, DIR was superior to rigid registration in the transfer of trachea (DSC=0.91 versus 0.66, P<0.03 and CI=0.83 versus 0.51, P<0.02) and oesophagus structures (DSC=0.74 versus 0.51, P<0.004 and CI=0.61 versus 0.37, P<0.006) with a non-significant trend for the aorta (DSC=0.91 versus 0.75, P<0.08 and CI=0.83 versus 0.63, P<0.06) structure. A mean inclusivity index of 0.93 (range 0.79-1) showed that the relapse volume was within the planning target volume (PTVPET-CT); all relapses occurred within the high dose region.

CONCLUSION

DIR is superior to rigid registration in the co-registration of PET-CT and recurrence CT to the planning CT, and can be considered in the direct integration of PET-CT to the treatment planning process. Local recurrences occur within the PTVPET-CT, suggesting that this is a suitable target for dose-escalation strategies.

摘要

目的

研究图像配准在将诊断性正电子发射断层扫描-计算机断层扫描(PET-CT)直接纳入放射治疗计划流程中的应用,并描述相对于PET高摄取体积的局部复发模式。

材料与方法

回顾性纳入14例患者,其中6例有局部复发。通过比较食管、气管和主动脉轮廓的配准情况,定量评估诊断性PET-CT和复发CT与计划CT的可变形图像配准(DIR)及刚性配准的准确性。使用DIR检查PET高摄取体积、剂量学与复发部位之间的相关性。

结果

包括骰子相似系数(DSC)和符合指数(CI)在内的位置指标显示,在将诊断性和复发性影像与计划CT配准方面,DIR优于刚性配准。对于诊断性PET-CT,在食管配准方面(DSC=0.75对0.65,P<0.009;CI=0.59对0.48,P<0.003)、气管配准方面(DSC=0.88对0.65,P<0.004;CI=0.78对0.51,P<0.0001)和主动脉结构配准方面(DSC=0.93对0.86,P<0.006;CI=0.86对0.76,P<0.006),DIR均优于刚性配准。对于复发性影像,在气管配准方面(DSC=0.91对0.66,P<0.03;CI=0.83对0.51,P<0.02)和食管结构配准方面(DSC=0.74对0.51,P<0.004;CI=0.61对0.37,P<0.006),DIR优于刚性配准,主动脉结构方面有不显著趋势(DSC=0.91对0.75,P<0.08;CI=0.83对0.63,P<0.06)。平均包容指数为0.93(范围0.79 - 1),表明复发体积在计划靶体积(PTVPET-CT)内;所有复发均发生在高剂量区域。

结论

在PET-CT和复发CT与计划CT的配准方面,DIR优于刚性配准,可考虑将PET-CT直接纳入治疗计划流程。局部复发发生在PTVPET-CT内,提示这是剂量递增策略的合适靶区。

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