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一种新的贝叶斯惩罚似然 PET 重建算法对英国胸科学会指南评估孤立性肺结节恶性风险的影响。

The effect of a novel Bayesian penalised likelihood PET reconstruction algorithm on the assessment of malignancy risk in solitary pulmonary nodules according to the British Thoracic Society guidelines.

机构信息

King's College London & Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, UK; Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.

Department of Radiology, Guy's and St. Thomas' NHS Foundation Trust, London, UK.

出版信息

Eur J Radiol. 2019 Aug;117:149-155. doi: 10.1016/j.ejrad.2019.06.005. Epub 2019 Jun 10.

Abstract

PURPOSE

British Thoracic Society (BTS) guidelines advocate using FDG PET-CT with the Herder model to estimate malignancy risk in solitary pulmonary nodules (SPNs). Qualitative and semi-quantitative assessment of SPN uptake is based upon analysis of Ordered Subset Expected Maximisation (OSEM) PET images. Our aim was to assess the effect of a Bayesian Penalised Likelihood (BPL) PET reconstruction on the assessment of SPN FDG uptake and estimation of malignancy risk (Herder score).

METHODS

Subjects with SPNs who underwent FDG PET-CT between 2014-2017, with histological confirmation of malignancy or histological/imaging follow-up confirmation of benignity were included. Two blinded readers independently classified SPN uptake on both OSEM and BPL (BTS score; 1 = none; 2 = ≤ mediastinal blood pool (MBP); 3 = >MBP but ≤ 2x liver; 4 = >2x liver), with resultant calculation of the Herder score (%) for both reconstructions.

RESULTS

97 subjects with 75 (77%) malignant SPNs were included. BPL increased the BTS score in 25 (26%) SPNs; 9 SPNs (7 malignant) increased from BTS score 2 to 3, 16 (13 malignant) from BTS score 3 to 4, with a mean Herder score increase of 18 ± 22%. The mean Herder score for all SPNs with BPL was higher than OSEM (73 ± 29 vs 68 ± 32%, p = 0.001). There was no difference in Herder model diagnostic performance between BPL and OSEM, with similar areas under the curve (0.84 vs 0.83, p = 0.39).

CONCLUSION

BPL increases the Herder score in 26% of SPNs compared to OSEM but does not alter the diagnostic performance of the Herder model.

摘要

目的

英国胸科学会(BTS)指南主张使用 FDG PET-CT 结合 Herder 模型来估计孤立性肺结节(SPN)的恶性肿瘤风险。对 SPN 摄取的定性和半定量评估是基于有序子集期望最大化(OSEM)PET 图像分析。我们的目的是评估贝叶斯惩罚似然(BPL)PET 重建对 SPN FDG 摄取评估和恶性肿瘤风险(Herder 评分)估计的影响。

方法

纳入 2014-2017 年间接受 FDG PET-CT 检查且经组织学证实为恶性或组织学/影像学随访证实为良性的 SPN 患者。两名盲法读者分别对 OSEM 和 BPL(BTS 评分;1=无;2=≤纵隔血池(MBP);3=>MBP 但≤2x 肝脏;4=>2x 肝脏)进行 SPN 摄取分类,计算两种重建的 Herder 评分(%)。

结果

共纳入 97 例 75 例(77%)恶性 SPN 患者。BPL 使 25 例(26%)SPN 的 BTS 评分增加;9 例 SPN(7 例恶性)从 BTS 评分 2 增加到 3,16 例(13 例恶性)从 BTS 评分 3 增加到 4,平均 Herder 评分增加 18±22%。所有 SPN 的平均 Herder 评分 BPL 高于 OSEM(73±29 与 68±32%,p=0.001)。BPL 和 OSEM 之间的 Herder 模型诊断性能无差异,曲线下面积相似(0.84 与 0.83,p=0.39)。

结论

与 OSEM 相比,BPL 使 26%的 SPN 的 Herder 评分增加,但不会改变 Herder 模型的诊断性能。

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