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考虑肿瘤体积对结直肠癌肝转移运动校正 DWI 的影响可提高 ADC 检测治疗诱导变化的敏感性。

Considering tumour volume for motion corrected DWI of colorectal liver metastases increases sensitivity of ADC to detect treatment-induced changes.

机构信息

University of Manchester, Wolfson Molecular Imaging Centre, Manchester, UK.

The Christie Hospital, NHS Foundation Trust, Manchester, UK.

出版信息

Sci Rep. 2019 Mar 7;9(1):3828. doi: 10.1038/s41598-019-40565-y.

Abstract

ADC is a potential post treatment imaging biomarker in colorectal liver metastasis however measurements are affected by respiratory motion. This is compounded by increased statistical uncertainty in ADC measurement with decreasing tumour volume. In this prospective study we applied a retrospective motion correction method to improve the image quality of 15 tumour data sets from 11 patients. We compared repeatability of ADC measurements corrected for motion artefact against non-motion corrected acquisition of the same data set. We then applied an error model that estimated the uncertainty in ADC repeatability measurements therefore taking into consideration tumour volume. Test-retest differences in ADC for each tumour, was scaled to their estimated measurement uncertainty, and 95% confidence limits were calculated, with a null hypothesis that there is no difference between the model distribution and the data. An early post treatment scan (within 7 days of starting treatment) was acquired for 12 tumours from 8 patients. When accounting for both motion artefact and statistical uncertainty due to tumour volumes, the threshold for detecting significant post treatment changes for an individual tumour in this data set, reduced from 30.3% to 1.7% (95% limits of agreement). Applying these constraints, a significant change in ADC (5 and 20 percentiles of the ADC histogram) was observed in 5 patients post treatment. For smaller studies, motion correcting data for small tumour volumes increased statistical efficiency to detect post treatment changes in ADC. Lower percentiles may be more sensitive than mean ADC for colorectal metastases.

摘要

ADC 是结直肠癌肝转移的一种潜在的治疗后影像学生物标志物,然而,其测量结果受到呼吸运动的影响。随着肿瘤体积的减小,ADC 测量的统计不确定性增加,这一问题更加严重。在这项前瞻性研究中,我们应用了一种回顾性运动校正方法来改善 11 名患者的 15 个肿瘤数据集的图像质量。我们比较了校正运动伪影前后 ADC 测量的可重复性。然后,我们应用了一种误差模型,该模型估计了 ADC 重复性测量的不确定性,因此考虑了肿瘤体积。对每个肿瘤的 ADC 测试-重测差异进行了缩放,以反映其估计的测量不确定性,并计算了 95%置信限,零假设是模型分布与数据之间没有差异。对 8 名患者的 12 个肿瘤进行了早期治疗后扫描(在开始治疗后 7 天内)。当考虑到运动伪影和肿瘤体积引起的统计不确定性时,在该数据集的个体肿瘤中检测到治疗后显著变化的阈值从 30.3%降低到 1.7%(95%一致性区间)。应用这些约束条件,5 名患者在治疗后观察到 ADC 发生了显著变化(ADC 直方图的 5%和 20%分位数)。对于较小的研究,对小肿瘤体积的数据进行运动校正可以提高检测 ADC 治疗后变化的统计效率。较低的分位数可能比结直肠转移的平均 ADC 更敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43ff/6405765/716463152c04/41598_2019_40565_Fig1_HTML.jpg

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