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不同对比后时间点的肿瘤分割分析:局部晚期乳腺癌定量 DCE-MRI 参数可变性的一个可能来源。

Tumor segmentation analysis at different post-contrast time points: A possible source of variability of quantitative DCE-MRI parameters in locally advanced breast cancer.

机构信息

Department of Advanced Biomedical Sciences, University of Naples Federico II, Via S. Pansini 5, 80131, Naples, Italy.

IRCCS SDN, Via Emanuele Gianturco 113, 80143, Naples, Italy.

出版信息

Eur J Radiol. 2020 May;126:108907. doi: 10.1016/j.ejrad.2020.108907. Epub 2020 Feb 21.

Abstract

PURPOSE

to assess if tumor segmentation analysis performed at different post-contrast time points (TPs) on dynamic images could influence the extraction of dynamic contrast enhanced (DCE)-MRI parameters in locally advanced breast cancer (LABC), and potentially represent a source of variability.

METHOD

forty patients with forty-two LABC lesions were prospectively enrolled and underwent breast DCE-MRI examination at 3 T. On post-processed dynamic images, enhancing tumor lesions were manually segmented at four different TPs: at the first post-contrast dynamic image in which the lesion was appreciable (TP 1) and at 1, 5 and 10 min after contrast-agent administration (TPs 2, 3 and 4, respectively) and corresponding DCE-MRI parameters were extracted. Friedman's test followed by Bonferroni-adjusted Wilcoxon signed rank test for post-hoc analysis was used to compare DCE-MRI parameters. Intra- and inter-observer reliability of DCE-MRI parameters measurements was assessed using the Intraclass Correlation Coefficient (ICC) analysis.

RESULTS

Ktrans, Kep and iAUC were significantly higher when extracted from ROIs placed at TP1 and progressively decreased from TP 2-4. The intra-observer reliability ranged from good to excellent (ICC's: 0.894 to 0.990). The inter-observer reliability varied from moderate to excellent (0.770 to 0.942). The inter-observer reliability was significantly higher for Ktrans and Kep extracted at TPs1 and 2 as compared to TPs 3 and 4.

CONCLUSIONS

A significant variability of DCE-MRI quantitative parameters occurs when tumor segmentation is performed at different TPs. We suggest to performing tumor delineation at an established TP, preferably the earliest, in order to extract reliable and comparable DCE-MRI data.

摘要

目的

评估在动态图像的不同对比后时间点(TP)上进行肿瘤分割分析是否会影响局部晚期乳腺癌(LABC)中动态对比增强(DCE)-MRI 参数的提取,并可能成为变异性的来源。

方法

前瞻性纳入 40 例 42 个 LABC 病变患者,在 3 T 行乳腺 DCE-MRI 检查。在经后处理的动态图像上,在四个不同的 TP 手动分割增强肿瘤病变:在第一个可见病变的对比后动态图像(TP1)和对比剂给药后 1、5 和 10 分钟(TP2、3 和 4),并提取相应的 DCE-MRI 参数。采用 Friedman 检验,随后进行 Bonferroni 校正的 Wilcoxon 符号秩检验进行事后分析,比较 DCE-MRI 参数。采用组内相关系数(ICC)分析评估 DCE-MRI 参数测量的观察者内和观察者间可靠性。

结果

从 ROI 中提取的 Ktrans、Kep 和 iAUC 在 TP1 时较高,且从 TP2-4 逐渐降低。观察者内可靠性范围从良好到极好(ICC:0.894 至 0.990)。观察者间可靠性从中度到极好(0.770 至 0.942)。与 TP3 和 4 相比,TP1 和 2 时提取的 Ktrans 和 Kep 的观察者间可靠性明显更高。

结论

当在不同的 TP 进行肿瘤分割时,DCE-MRI 定量参数会发生显著的变异性。我们建议在一个既定的 TP(最好是最早的 TP)进行肿瘤勾画,以提取可靠且可比的 DCE-MRI 数据。

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