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基于贝叶斯惩罚似然 PET 重建算法的肿瘤病变 [F]FDG-PET/CT 定量参数变化及其影响因素。

Changes of [F]FDG-PET/CT quantitative parameters in tumor lesions by the Bayesian penalized-likelihood PET reconstruction algorithm and its influencing factors.

机构信息

Department of Nuclear Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Rd, Jianggan District, Hangzhou, 310000, Zhejiang, People's Republic of China.

出版信息

BMC Med Imaging. 2021 Sep 16;21(1):133. doi: 10.1186/s12880-021-00664-7.

Abstract

BACKGROUND

To compare the changes in quantitative parameters and the size and degree of F-fluorodeoxyglucose ([F]FDG) uptake of malignant tumor lesions between Bayesian penalized-likelihood (BPL) and non-BPL reconstruction algorithms.

METHODS

Positron emission tomography/computed tomography images of 86 malignant tumor lesions were reconstructed using the algorithms of ordered subset expectation maximization (OSEM), OSEM + time of flight (TOF), OSEM + TOF + point spread function (PSF), and BPL. [F]FDG parameters of maximum standardized uptake value (SUVmax), SUVmean, metabolic tumor volume (MTV), total lesion glycolysis (TLG), and signal-to-background ratio (SBR) of these lesions were measured. Quantitative parameters between the different reconstruction algorithms were compared, and correlations between parameter variation and lesion size or the degree of [F]FDG uptake were analyzed.

RESULTS

After BPL reconstruction, SUVmax, SUVmean, and SBR were significantly increased, MTV was significantly decreased. The difference values of %ΔSUVmax, %ΔSUVmean, %ΔSBR, and the absolute value of %ΔMTV between BPL and OSEM + TOF were 40.00%, 38.50%, 33.60%, and 33.20%, respectively, which were significantly higher than those between BPL and OSEM + TOF + PSF. Similar results were observed in the comparison of OSEM and OSEM + TOF + PSF with BPL. The %ΔSUVmax, %ΔSUVmean, and %ΔSBR were all significantly negatively correlated with the size and degree of [F]FDG uptake in the lesions, whereas significant positive correlations were observed for %ΔMTV and %ΔTLG.

CONCLUSION

The BPL reconstruction algorithm significantly increased SUVmax, SUVmean, and SBR and decreased MTV of tumor lesions, especially in small or relatively hypometabolic lesions.

摘要

背景

比较贝叶斯罚似然(BPL)和非 BPL 重建算法在恶性肿瘤病变定量参数以及 F-氟代脱氧葡萄糖([F]FDG)摄取的大小和程度方面的变化。

方法

使用有序子集期望最大化(OSEM)、OSEM+飞行时间(TOF)、OSEM+TOF+点扩展函数(PSF)和 BPL 算法对 86 个恶性肿瘤病变的正电子发射断层扫描/计算机断层扫描图像进行重建。测量这些病变的最大标准化摄取值(SUVmax)、SUVmean、代谢肿瘤体积(MTV)、总肿瘤糖酵解(TLG)和信号与背景比(SBR)的[F]FDG 参数。比较不同重建算法之间的定量参数,并分析参数变化与病变大小或[F]FDG 摄取程度之间的相关性。

结果

BPL 重建后,SUVmax、SUVmean 和 SBR 显著增加,MTV 显著降低。BPL 与 OSEM+TOF 之间的%ΔSUVmax、%ΔSUVmean、%ΔSBR 和%ΔMTV 的绝对值差值分别为 40.00%、38.50%、33.60%和 33.20%,显著高于 BPL 与 OSEM+TOF+PSF 之间的差值。在 OSEM 与 OSEM+TOF+PSF 与 BPL 之间的比较中也观察到了类似的结果。%ΔSUVmax、%ΔSUVmean 和%ΔSBR 均与病变中[F]FDG 摄取的大小和程度呈显著负相关,而%ΔMTV 和%ΔTLG 则呈显著正相关。

结论

BPL 重建算法显著增加了肿瘤病变的 SUVmax、SUVmean 和 SBR,并降低了 MTV,特别是在小或相对低代谢的病变中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15e2/8444406/2ff1bae94b29/12880_2021_664_Fig1_HTML.jpg

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