Suppr超能文献

正电子发射断层成像术(PET)用于生物异质性肿瘤的定量分析:测量相对位置对剂量描绘靶区基于图像定量的影响。

PET imaging for the quantification of biologically heterogeneous tumours: measuring the effect of relative position on image-based quantification of dose-painting targets.

机构信息

Department of Medical Physics, University of Wisconsin, Madison, WI 53705, USA.

出版信息

Phys Med Biol. 2010 May 21;55(10):2789-806. doi: 10.1088/0031-9155/55/10/001. Epub 2010 Apr 22.

Abstract

Quantitative imaging of tumours represents the foundation of customized therapies and adaptive patient care. As such, we have investigated the effect of patient positioning errors on the reproducibility of images of biologically heterogeneous tumours generated by a clinical PET/CT system. A commercial multi-slice PET/CT system was used to acquire 2D and 3D PET images of a phantom containing multiple spheres of known volumes and known radioactivity concentrations and suspended in an aqueous medium. The spheres served as surrogates for sub-tumour regions of biological heterogeneities with dimensions of 5-15 mm. Between image acquisitions, a motorized-arm was used to reposition the spheres in 1 mm intervals along either the radial or the axial direction. Images of the phantom were reconstructed using typical diagnostic reconstruction techniques, and these images were analysed to characterize and model the position-dependent changes in contrast recovery. A simulation study was also conducted to investigate the effect of patient position on the reproducibility of PET imaging of biologically heterogeneous head and neck (HN) tumours. For this simulation study, we calculated the changes in image intensity values that would occur with changes in the relative position of the patients at the time of imaging. PET images of two HN patients were used to simulate an imaging study that incorporated set-up errors that are typical for HN patients. One thousand randomized positioning errors were investigated for each patient. As a result of the phantom study, a position-dependent trend was identified for measurements of contrast recovery of small objects. The peak contrast recovery occurred at radial and axial positions that coincide with the centre of the image voxel. Conversely, the minimum contrast recovery occurred when the object was positioned at the edges of the image voxel. Changing the position of high contrast spheres by one-half the voxel dimension lead to errors in the measurement of contrast recovery values which were larger than 30%. However, the magnitudes of the errors were found to depend on the size of the sphere and method of image reconstruction. The error values from standard OSEM images of the 5 mm diameter sphere were 20-35%, and for the 10 mm diameter sphere were 5-10%. The position-dependent variation of contrast recovery can result in changes in spatial distribution within images of heterogeneous tumours. In experiments simulating random set-up errors during imaging of two HN patients, the expectation value of the correlation was approximately 1.0 for these tumours; however, Pearson correlation coefficient values as low as 0.8 were observed. Moreover, variations within the images can drastically change the delineation of biological target volumes. The errors in target delineation were more prominent in very heterogeneous tumours. As an example, in a pair of images with a correlation of 0.8, there was a 36% change in the volume of the dose-painting target delineated at 50%-of-max-SUV (ROI(50%)). The results of these studies indicate that the contrast recovery and spatial distributions of tracer within PET images are susceptible to changes in the position of the patient/tumour at the time of imaging. As such, random set-up errors in HN patients can result in reduced correlation between subsequent image-studies of the same tumour.

摘要

肿瘤的定量成像代表了定制治疗和适应性患者护理的基础。因此,我们研究了患者定位误差对临床 PET/CT 系统生成的具有生物异质性肿瘤图像可重复性的影响。使用商业多排 PET/CT 系统获取了包含已知体积和放射性浓度的多个球体的幻影的 2D 和 3D PET 图像,并悬浮在水介质中。这些球体是具有 5-15mm 尺寸的亚肿瘤区域的生物异质性的替代物。在图像采集之间,使用机动臂以 1mm 的间隔沿径向或轴向重新定位球体。使用典型的诊断重建技术重建图像,并对这些图像进行分析,以描述和建模对比度恢复随位置的变化。还进行了一项模拟研究,以研究患者位置对具有生物异质性头颈部 (HN) 肿瘤的 PET 成像可重复性的影响。对于这项模拟研究,我们计算了在成像时患者相对位置发生变化时图像强度值会发生的变化。使用两位 HN 患者的 PET 图像模拟了包含 HN 患者典型设置误差的成像研究。对每位患者进行了一千次随机定位误差研究。由于这项在体模上进行的研究,发现了小物体对比度恢复的位置依赖性趋势。在图像体素中心与径向和轴向位置重合时,峰值对比度恢复发生。相反,当物体位于图像体素边缘时,对比度恢复最小。将高对比度球体的位置改变一半的体素尺寸会导致对比度恢复值的测量误差大于 30%。然而,发现误差的大小取决于球体的大小和图像重建方法。直径为 5mm 球体的标准 OSEM 图像的误差值为 20-35%,而直径为 10mm 球体的误差值为 5-10%。异质肿瘤图像中对比度恢复的位置依赖性变化会导致图像中空间分布的变化。在模拟两位 HN 患者成像期间随机设置误差的实验中,这些肿瘤的相关性期望值约为 1.0;然而,观察到的 Pearson 相关系数值低至 0.8。此外,图像内的变化会极大地改变生物靶区的描绘。在非常异质的肿瘤中,靶区的描绘误差更为明显。例如,在相关性为 0.8 的一对图像中,在 50%-最大 SUV(ROI(50%))处描绘的剂量图靶区的体积变化了 36%。这些研究的结果表明,PET 图像中示踪剂的对比度恢复和空间分布容易受到成像时患者/肿瘤位置变化的影响。因此,HN 患者的随机设置误差会导致同一肿瘤的后续图像研究之间的相关性降低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4ee/2942022/397a2cf583cb/nihms231712f1.jpg

相似文献

引用本文的文献

8
The physical basis and future of radiation therapy.放射治疗的物理基础与未来。
Br J Radiol. 2011 Jun;84(1002):485-98. doi: 10.1259/bjr/86221320.

本文引用的文献

2
Recent developments in PET detector technology.正电子发射断层显像(PET)探测器技术的最新进展。
Phys Med Biol. 2008 Sep 7;53(17):R287-317. doi: 10.1088/0031-9155/53/17/R01. Epub 2008 Aug 11.
8
Partial-volume effect in PET tumor imaging.PET肿瘤成像中的部分容积效应。
J Nucl Med. 2007 Jun;48(6):932-45. doi: 10.2967/jnumed.106.035774. Epub 2007 May 15.
9
Hypoxia dose painting by numbers: a planning study.缺氧剂量数字描绘:一项规划研究。
Int J Radiat Oncol Biol Phys. 2007 May 1;68(1):291-300. doi: 10.1016/j.ijrobp.2006.11.061.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验