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肝细胞癌的体素内不相干运动扩散加权成像的组织学分级:拟合方法不同,结果不一致。

Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method.

机构信息

Department of Radiology, University of Yamanashi.

Department of Radiology, University of Wisconsin.

出版信息

Magn Reson Med Sci. 2018 Apr 10;17(2):168-173. doi: 10.2463/mrms.mp.2017-0047. Epub 2017 Aug 16.

Abstract

PURPOSE

To compare the abilities of three intravoxel incoherent motion (IVIM) imaging approximation methods to discriminate the histological grade of hepatocellular carcinomas (HCCs).

METHODS

Fifty-eight patients (60 HCCs) underwent IVIM imaging with 11 b-values (0-1000 s/mm). Slow (D) and fast diffusion coefficients (D) and the perfusion fraction (f) were calculated for the HCCs using the mean signal intensities in regions of interest drawn by two radiologists. Three approximation methods were used. First, all three parameters were obtained simultaneously using non-linear fitting (method A). Second, D was obtained using linear fitting (b = 500 and 1000), followed by non-linear fitting for D and f (method B). Third, D was obtained by linear fitting, f was obtained using the regression line intersection and signals at b = 0, and non-linear fitting was used for D (method C). A receiver operating characteristic analysis was performed to reveal the abilities of these methods to distinguish poorly-differentiated from well-to-moderately-differentiated HCCs. Inter-reader agreements were assessed using intraclass correlation coefficients (ICCs).

RESULTS

The measurements of D, D, and f in methods B and C (Az-value, 0.658-0.881) had better discrimination abilities than did those in method A (Az-value, 0.527-0.607). The ICCs of D and f were good to excellent (0.639-0.835) with all methods. The ICCs of D were moderate with methods B (0.580) and C (0.463) and good with method A (0.705).

CONCLUSION

The IVIM parameters may vary depending on the fitting methods, and therefore, further technical refinement may be needed.

摘要

目的

比较三种体素内不相干运动(IVIM)成像近似方法区分肝细胞癌(HCC)组织学分级的能力。

方法

58 例患者(60 个 HCC)进行了 11 个 b 值(0-1000 s/mm)的 IVIM 成像。两位放射科医生在感兴趣区域中以平均信号强度绘制区域,计算 HCC 的慢(D)和快扩散系数(D)和灌注分数(f)。使用了三种近似方法。首先,使用非线性拟合(方法 A)同时获得所有三个参数。其次,使用线性拟合(b = 500 和 1000)获得 D,然后进行非线性拟合以获得 D 和 f(方法 B)。第三,使用线性拟合获得 D,使用回归线交点和 b = 0 处的信号获得 f,然后进行非线性拟合获得 D(方法 C)。进行了接收者操作特征分析,以揭示这些方法区分低分化和中高分化 HCC 的能力。使用组内相关系数(ICC)评估读者间的一致性。

结果

方法 B 和 C 中 D、D 和 f 的测量值(Az 值,0.658-0.881)比方法 A 的测量值(Az 值,0.527-0.607)具有更好的区分能力。所有方法的 D 和 f 的 ICC 均为良好至优秀(0.639-0.835)。方法 B(0.580)和 C(0.463)的 D 的 ICC 为中度,而方法 A(0.705)的 ICC 为良好。

结论

IVIM 参数可能因拟合方法而异,因此可能需要进一步的技术改进。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2df8/5891343/2b7b4c0c8e96/mrms-17-168-g1.jpg

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