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开发动态对比增强计算机断层扫描(DCE-CT)以量化具有不同血管生成表型的乳腺肿瘤中的肿瘤内异质性。

Developing DCE-CT to quantify intra-tumor heterogeneity in breast tumors with differing angiogenic phenotype.

作者信息

Cao Minsong, Liang Yun, Shen Changyu, Miller Kathy D, Stantz Keith M

机构信息

School of Health Sciences, Purdue University, West Lafayette, IN 47907, USA.

出版信息

IEEE Trans Med Imaging. 2009 Jun;28(6):861-71. doi: 10.1109/TMI.2008.2012035. Epub 2009 Jan 13.

Abstract

The objective of this study is to evaluate the ability of dynamic contrast enhanced computed tomography (DCE-CT) to assess intratumor physiological heterogeneity in tumors with different angiogenic phenotypes. DCE-CT imaging was performed on athymic nude mice bearing xenograft wild type (MCF-7(neo)) and VEGF-transfected (MCF-7(VEGF)) tumors by using a clinical multislice CT, and compared to skeletal muscle. Parametrical maps of tumor physiology--perfusion (F), permeability-surface area (PS), fractional intravascular plasma (f(p)), and interstitial space (f(is))--were obtained by fitting the time-dependent contrast-enhanced curves to a two-compartmental kinetic model for each voxel (0.3 x 0.3 x 0.75 mm(3)). Mean physiological measurements were compared with (positron emission tomography (PET) imaging, and the spatial distribution of tumor vasculature was compared with histology. No statistically significant difference was found in mean physiological values of F, PS, and f(p) in MCF-7(neo) and muscle, while f(is) of MCF-7(neo) was a factor of two higher ( p < 0.04). MCF-7(neo) tumors also showed a radial heterogeneity with significant higher physiological values in periphery than those in middle and core regions ( p < 0.01 for all physiological parameters). MCF-7(VEGF) tumors demonstrated significant increases in all physiological parameters compared with MCF-7(neo) tumors, and a distinct saccular heterogeneous pattern compared with MCF-7(neo) and muscle. Both PET imaging and histological results showed good correlation with the above results for this same mouse model. No statistically significant difference was found in the mean perfusion and intravascular volume measured by PET imaging and DCE-CT. Increases in cross-sectional area of blood vessels ( p < 0.002) were observed in MCF-7(VEGF) tumors than MCF-7(neo), and their spatial distribution correlated well with the spatial distribution of f(p) obtained by DCE-CT. The results of this study demonstrated the feasibility of DCE-CT in quantification of spatial heterogeneity in tumor physiology in small animal models. Monitoring variations in the tumor environment using DCE-CT offers an in vivo tool for the evaluation and optimization of new therapeutic strategies.

摘要

本研究的目的是评估动态对比增强计算机断层扫描(DCE-CT)在评估具有不同血管生成表型的肿瘤内肿瘤生理异质性方面的能力。通过使用临床多层CT,对携带异种移植野生型(MCF-7(neo))和VEGF转染(MCF-7(VEGF))肿瘤的无胸腺裸鼠进行DCE-CT成像,并与骨骼肌进行比较。通过将随时间变化的对比增强曲线拟合到每个体素(0.3×0.3×0.75 mm³)的双室动力学模型,获得肿瘤生理学的参数图——灌注(F)、通透表面积(PS)、血管内血浆分数(f(p))和间质空间(f(is))。将平均生理学测量结果与正电子发射断层扫描(PET)成像进行比较,并将肿瘤血管的空间分布与组织学进行比较。在MCF-7(neo)和肌肉的F、PS和f(p)的平均生理学值中未发现统计学上的显著差异,而MCF-7(neo)的f(is)高出两倍(p < 0.04)。MCF-7(neo)肿瘤还表现出径向异质性,其周边的生理学值明显高于中间和核心区域(所有生理学参数p < 0.01)。与MCF-7(neo)肿瘤相比,MCF-7(VEGF)肿瘤在所有生理学参数上均有显著增加,并且与MCF-7(neo)和肌肉相比呈现出明显的囊状异质性模式。PET成像和组织学结果均与同一小鼠模型的上述结果显示出良好的相关性。在PET成像和DCE-CT测量的平均灌注和血管内容积方面未发现统计学上的显著差异。与MCF-7(neo)相比,在MCF-7(VEGF)肿瘤中观察到血管横截面积增加(p < 0.002),并且它们的空间分布与通过DCE-CT获得的f(p)的空间分布密切相关。本研究结果证明了DCE-CT在量化小动物模型中肿瘤生理学空间异质性方面的可行性。使用DCE-CT监测肿瘤环境的变化为评估和优化新的治疗策略提供了一种体内工具。

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