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初步研究:PET成像的纹理分析显示预防性颅脑照射后脑内F-FDG摄取的变化。

Pilot Study: Texture Analysis of PET Imaging Demonstrates Changes in F-FDG Uptake of the Brain After Prophylactic Cranial Irradiation.

作者信息

Sawyer David M, Sawyer Travis W, Eshghi Naghmehossadat, Hsu Charles, Hamilton Russell J, Garland Linda L, Kuo Phillip H

机构信息

Department of Medical Imaging, University of Arizona, Tucson, Arizona

College of Optical Sciences, University of Arizona, Tucson, Arizona

出版信息

J Nucl Med Technol. 2021 Mar;49(1):34-38. doi: 10.2967/jnmt.120.248393. Epub 2020 Oct 5.

Abstract

Prophylactic cranial irradiation (PCI) is used to decrease the probability of developing brain metastases in patients with small cell lung cancer and has been linked to deleterious cognitive effects. Although no well-established imaging markers for these effects exist, previous studies have shown that structural and metabolic changes in the brain can be detected with MRI and PET. This study used an image processing technique called texture analysis to explore whether global changes in brain glucose metabolism could be characterized in PET images. F-FDG PET images of the brain from patients with small cell lung cancer, obtained before and after the administration of PCI, were processed using texture analysis. Texture features were compared between the pre- and post-PCI images. Multiple texture features demonstrated statistically significant differences before and after PCI when texture analysis was applied to the brain parenchyma as a whole. Regional differences were also seen but were not statistically significant. Global changes in brain glucose metabolism occur after PCI and are detectable using advanced image processing techniques. These changes may reflect radiation-induced damage and thus may provide a novel method for studying radiation-induced cognitive impairment.

摘要

预防性颅脑照射(PCI)用于降低小细胞肺癌患者发生脑转移的概率,且已被证明与有害的认知效应有关。尽管目前尚无针对这些效应的确立的影像学标志物,但先前的研究表明,大脑的结构和代谢变化可通过MRI和PET检测到。本研究使用一种名为纹理分析的图像处理技术,以探讨PET图像中大脑葡萄糖代谢的整体变化是否能够被表征。对小细胞肺癌患者在接受PCI前后获取的脑部18F-FDG PET图像进行纹理分析处理。比较PCI前后图像的纹理特征。当将纹理分析应用于整个脑实质时,多个纹理特征在PCI前后显示出统计学上的显著差异。也观察到了区域差异,但无统计学意义。PCI后大脑葡萄糖代谢发生整体变化,且可使用先进的图像处理技术检测到。这些变化可能反映了辐射诱导的损伤,因此可能为研究辐射诱导的认知障碍提供一种新方法。

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