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Multimodality Functional Imaging in Radiation Therapy Planning: Relationships between Dynamic Contrast-Enhanced MRI Diffusion-Weighted MRI and 18F-FDG PET

机译:放射治疗计划中的多模态功能成像:动态增强磁共振成像弥散加权磁共振成像和18F-FDG PET之间的关系

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摘要

Objectives. Biologically guided radiotherapy needs an understanding of how different functional imaging techniques interact and link together. We analyse three functional imaging techniques that can be useful tools for achieving this objective. Materials and Methods. The three different imaging modalities from one selected patient are ADC maps, DCE-MRI, and 18F-FDG PET/CT, because they are widely used and give a great amount of complementary information. We show the relationship between these three datasets and evaluate them as markers for tumour response or hypoxia marker. Thus, vascularization measured using DCE-MRI parameters can determine tumour hypoxia, and ADC maps can be used for evaluating tumour response. Results. ADC and DCE-MRI include information from 18F-FDG, as glucose metabolism is associated with hypoxia and tumour cell density, although 18F-FDG includes more information about the malignancy of the tumour. The main disadvantage of ADC maps is the distortion, and we used only low distorted regions, and extracellular volume calculated from DCE-MRI can be considered equivalent to ADC in well-vascularized areas. Conclusion. A dataset for achieving the biologically guided radiotherapy must include a tumour density study and a hypoxia marker. This information can be achieved using only MRI data or only PET/CT studies or mixing both datasets.
机译:目标。生物引导放射疗法需要了解不同的功能成像技术如何相互作用和链接在一起。我们分析了三种功能成像技术,它们可能是实现此目标的有用工具。材料和方法。一名选定患者的三种不同成像方式是ADC图,DCE-MRI和18F-FDG PET / CT,因为它们被广泛使用并提供了大量的补充信息。我们显示了这三个数据集之间的关系,并将它们评估为肿瘤反应或缺氧标记物。因此,使用DCE-MRI参数测得的血管生成可以确定肿瘤缺氧,而ADC图可用于评估肿瘤反应。结果。 ADC和DCE-MRI包含来自18F-FDG的信息,因为葡萄糖代谢与缺氧和肿瘤细胞密度有关,尽管18F-FDG包含有关肿瘤恶性性的更多信息。 ADC映射的主要缺点是失真,我们仅使用了低失真的区域,并且从DCE-MRI计算得出的细胞外体积可被认为与血管良好区域中的ADC等效。结论。用于实现生物引导放射疗法的数据集必须包括肿瘤密度研究和缺氧标记物。仅使用MRI数据或仅使用PET / CT研究或混合两个数据集即可获得此信息。

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