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基于多参数成像的 PET-IVIM 联合 MRI 评估宫颈癌高代谢盆腔淋巴结转移的价值

Value of integrated PET-IVIM MR in assessing metastases in hypermetabolic pelvic lymph nodes in cervical cancer: a multi-parameter study.

机构信息

Department of Radiology, Shengjing Hospital of China Medical University, Sanhao Street No 36, Heping District, Shenyang, 110004, Liaoning, China.

Liaoning Provincial Key Laboratory of Medical Imaging, Sanhao Street No 36, Heping District, Shenyang, 110004, Liaoning, China.

出版信息

Eur Radiol. 2020 May;30(5):2483-2492. doi: 10.1007/s00330-019-06611-z. Epub 2020 Feb 10.

Abstract

PURPOSE

To evaluate the value of integrated multi-parameter positron emission tomography-intravoxel incoherent motion magnetic resonance (PET-IVIM MR) imaging for pelvic lymph nodes with high FDG uptake in cervical cancer, and to determine the best combination of parameters.

METHODS

A total of 38 patients with 59 lymph nodes with high FDG uptake were included. The imaging parameters of the lymph nodes were calculated by PET-IVIM MR, and the differences between lymph nodes diagnosed by postoperative pathology as metastasis versus non-metastasis were compared. We used the receiver operating characteristic (ROC) curve and logistic regression to construct a combination prediction model to filter low value and similar parameters, in order to search the optimal combination of PET/MR parameters for predicting pathologically confirmed metastatic lymph nodes. The correlation between diffusion parameters and metabolic parameters was analyzed by Spearman's rank correlation.

RESULTS

The maximum standardized uptake value (SUV), mean standardized uptake value (SUV), total metabolic tumor volume (MTV), total lesion glycolysis (TLG), apparent diffusion coefficient (ADC), diffusion-related coefficient (D), and perfusion-related parameter (F) showed significant differences between the metastatic and non-metastatic groups (p < 0.05). The combination of MTV, SUV, and D had the strongest predictive value (area under the ROC 0.983, p < 0.05). SUV, SUV, and TLG weakly correlated with F (R = - 0.306, - 0.290, and - 0.310; p < 0.05).

CONCLUSIONS

The combination of MTV, SUV, and D may have a better diagnostic performance than PET- or IVIM-derived parameters either in combination or individually. No strong correlation exists between diffusion parameters and metabolic parameters.

KEY POINTS

• Integrated PET-IVIM MR may assist to characterize lymph node status. • The combination of MTV, SUV, and D may have a better diagnostic performance than PET- or IVIM-derived parameters either in combination or individually for the assessment of pelvic lymph nodes with high FDG uptake. • No strong correlation exists between diffusion parameters and metabolic parameters in pelvic lymph nodes with high FDG uptake.

摘要

目的

评估整合多参数正电子发射断层扫描-体素内不相干运动磁共振(PET-IVIM MR)成像在宫颈癌高 FDG 摄取盆腔淋巴结中的应用价值,并确定最佳参数组合。

方法

共纳入 38 例 59 个 FDG 摄取高的淋巴结患者。通过 PET-IVIM MR 计算淋巴结的影像学参数,比较术后病理诊断为转移与非转移淋巴结之间的差异。采用受试者工作特征(ROC)曲线和逻辑回归构建组合预测模型,筛选低值和相似参数,以寻找预测经病理证实转移淋巴结的最佳 PET/MR 参数组合。采用 Spearman 秩相关分析分析扩散参数与代谢参数之间的相关性。

结果

最大标准化摄取值(SUV)、平均标准化摄取值(SUV)、总代谢肿瘤体积(MTV)、总病变糖酵解(TLG)、表观扩散系数(ADC)、扩散相关系数(D)和灌注相关参数(F)在转移组和非转移组之间差异有统计学意义(p<0.05)。MTV、SUV 和 D 的组合具有最强的预测价值(ROC 曲线下面积 0.983,p<0.05)。SUV、SUV 和 TLG 与 F 呈弱相关(R=-0.306、-0.290 和-0.310;p<0.05)。

结论

MTV、SUV 和 D 的组合在联合或单独应用时可能比 PET 或 IVIM 衍生参数具有更好的诊断性能。在高 FDG 摄取的盆腔淋巴结中,扩散参数与代谢参数之间不存在强相关性。

关键点

  • 整合 PET-IVIM MR 可能有助于评估淋巴结状态。

  • MTV、SUV 和 D 的组合在联合或单独应用时,对评估高 FDG 摄取的盆腔淋巴结,可能比 PET 或 IVIM 衍生参数具有更好的诊断性能。

  • 在高 FDG 摄取的盆腔淋巴结中,扩散参数与代谢参数之间不存在强相关性。

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