Chin Alexander L, Lin Alexander, Anamalayil Shibu, Teo Boon-Keng Kevin
University of Pennsylvania Philadelphia PA 19104.
J Appl Clin Med Phys. 2014 Sep 8;15(5):4851. doi: 10.1120/jacmp.v15i5.4851.
Head and neck cancers centered at the base of skull are better visualized on MRI than on CT. The purpose of this investigation was to investigate the accuracy of bulk density assignment in head and neck intensity-modulated radiation therapy (IMRT) treatment plan optimization. Our study investigates dose calculation differences between density-assigned MRI and CT, and identifies potential limitations related to dental implants and MRI geometrical distortion in the framework of MRI-only-based treatment planning. Bulk density assignment was performed and applied onto MRI to generate three MRI image sets with increasing levels of heterogeneity for seven patients: 1) MRIW: all water-equivalent; 2) MRIW+B: included bone with density of 1.53 g/cm3; and 3) MRIW+B+A: included bone and air. Using identical planning and optimization parameters, MRI-based IMRT plans were generated and compared to corresponding, forward-calculated, CT-based plans on the basis of target coverage, isodose distributions, and dose-volume histograms (DVHs). Phantom studies were performed to assess the magnitude and spatial dependence of MRI geometrical distortion. MRIW-based dose calculations overestimated target coverage by 16.1%. Segmentation of bone reduced differences to within 2% of the coverage area on the CT-based plan. Further segmentation of air improved conformity near air-tissue interfaces. Dental artifacts caused substantial target coverage overestimation even on MRIW+B+A. Geometrical distortion was less than 1 mm in an imaging volume 20 × 20 × 20 cm3 around scanner isocenter, but up to 4 mm at 17 cm lateral to isocenter. Bulk density assignment in the framework of MRI-only IMRT head and neck treatment planning is a feasible method with certain limitations. Bone and teeth account for the majority of density heterogeneity effects. While soft tissue is well visualized on MRI compared to CT, dental implants may not be visible on MRI and must be identified by other means and assigned appropriate density for accurate dose calculation. Far off-center geometrical distortion of the body contour near the shoulder region is a potential source of dose calculation inaccuracy.
以颅底为中心的头颈部癌在磁共振成像(MRI)上比在计算机断层扫描(CT)上显示得更清晰。本研究的目的是探讨头颈部调强放射治疗(IMRT)治疗计划优化中体素密度赋值的准确性。我们的研究调查了密度赋值的MRI和CT之间的剂量计算差异,并在仅基于MRI的治疗计划框架内确定了与牙种植体和MRI几何畸变相关的潜在局限性。对7名患者进行了体素密度赋值并应用于MRI,以生成具有不同程度异质性的三组MRI图像:1)MRIW:全水等效;2)MRIW+B:包括密度为1.53 g/cm³的骨;3)MRIW+B+A:包括骨和空气。使用相同的计划和优化参数,生成基于MRI的IMRT计划,并在靶区覆盖、等剂量分布和剂量体积直方图(DVH)的基础上与相应的、正向计算的基于CT的计划进行比较。进行了模体研究以评估MRI几何畸变的大小和空间依赖性。基于MRIW的剂量计算高估靶区覆盖16.1%。骨的分割将差异减小到基于CT计划覆盖面积的2%以内。空气的进一步分割改善了空气-组织界面附近的适形性。即使在MRIW+B+A上,牙伪影也导致靶区覆盖显著高估。在围绕扫描器等中心的20×20×20 cm³成像体积中,几何畸变小于1 mm,但在等中心外侧17 cm处高达4 mm。在仅基于MRI的IMRT头颈部治疗计划框架内进行体素密度赋值是一种有一定局限性的可行方法。骨和牙齿占密度异质性效应的大部分。虽然与CT相比,软组织在MRI上显示良好,但牙种植体在MRI上可能不可见,必须通过其他方法识别并赋予适当密度以进行准确的剂量计算。肩部区域附近身体轮廓的远偏心几何畸变是剂量计算不准确的潜在来源。