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呼吸运动对PET/CT成像中肿瘤内异质性的累积SUV-体积直方图及分形分析的影响。

The influence of respiratory motion on the cumulative SUV-volume histogram and fractal analyses of intratumoral heterogeneity in PET/CT imaging.

作者信息

Takeshita Toshiki, Morita Keishin, Tsutsui Yuji, Kidera Daisuke, Mikasa Shohei, Maebatake Akira, Akamatsu Go, Miwa Kenta, Baba Shingo, Sasaki Masayuki

机构信息

Department of Health Sciences, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.

Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan.

出版信息

Ann Nucl Med. 2016 Jul;30(6):393-9. doi: 10.1007/s12149-016-1071-1. Epub 2016 Mar 8.

Abstract

OBJECTIVE

The purpose of this study was to investigate the influence of respiratory motion on the evaluation of the intratumoral heterogeneity of FDG uptake using cumulative SUV-volume histogram (CSH) and fractal analyses.

METHODS

We used an NEMA IEC body phantom with a homogeneous hot sphere phantom (HO) and two heterogeneous hot sphere phantoms (HE1 and HE2). The background radioactivity of (18)F in the NEMA phantom was 5.3 kBq/mL. The ratio of radioactivity was 4:2:1 for the HO and the outer rims of the HE1 and HE2 phantoms, the inner cores of the HE1 and HE2 phantoms, and background, respectively. Respiratory motion was simulated using a motion table with an amplitude of 2 cm. PET/CT data were acquired using Biograph mCT in motionless and moving conditions. The PET images were analyzed by both CSH and fractal analyses. The area under the CSH (AUC-CSH) and the fractal dimension (FD) was used as quantitative metrics.

RESULTS

In motionless conditions, the AUC-CSHs of the HO (0.80), HE1 (0.75) and HE2 (0.65) phantoms were different. They did not differ in moving conditions (HO, 0.63; HE1, 0.65; HE2, 0.60). The FD of the HO phantom (0.77) was smaller than the FDs of the HE1 (1.71) and HE2 (1.98) phantoms in motionless conditions; however, the FDs of the HO (1.99) and HE1 (2.19) phantoms were not different from each other and were smaller than that of the HE2 (3.73) phantom in moving conditions.

CONCLUSION

Respiratory motion affected the results of the CSH and fractal analyses for the evaluation of the heterogeneity of the PET/CT images. The influence of respiratory motion was considered to vary depending on the object size.

摘要

目的

本研究旨在探讨呼吸运动对使用累积SUV - 体积直方图(CSH)和分形分析评估FDG摄取肿瘤内异质性的影响。

方法

我们使用了一个带有均匀热球模型(HO)和两个非均匀热球模型(HE1和HE2)的NEMA IEC体模。NEMA体模中(18)F的本底放射性为5.3 kBq/mL。HO以及HE1和HE2体模的外缘、HE1和HE2体模的内核与本底的放射性比值分别为4:2:1。使用振幅为2 cm的运动台模拟呼吸运动。在静止和运动条件下使用Biograph mCT采集PET/CT数据。通过CSH和分形分析对PET图像进行分析。CSH下的面积(AUC - CSH)和分形维数(FD)用作定量指标。

结果

在静止条件下,HO体模(0.80)、HE1体模(0.75)和HE2体模(0.65)的AUC - CSH不同。在运动条件下它们没有差异(HO,0.63;HE1,0.65;HE2,0.60)。在静止条件下,HO体模的FD(0.77)小于HE1体模(1.71)和HE2体模(1.98)的FD;然而,在运动条件下,HO体模(1.99)和HE1体模(2.19)的FD彼此无差异,且小于HE2体模(3.73)的FD。

结论

呼吸运动影响了用于评估PET/CT图像异质性的CSH和分形分析结果。呼吸运动的影响被认为因物体大小而异。

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