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扩散加权成像三指数扩散分析在乳腺导管原位癌和浸润性导管癌中的应用。

Triexponential Diffusion Analysis of Diffusion-weighted Imaging for Breast Ductal Carcinoma in Situ and Invasive Ductal Carcinoma.

机构信息

Department of Radiological Technology, Kanazawa University Hospital.

Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University.

出版信息

Magn Reson Med Sci. 2021 Dec 1;20(4):396-403. doi: 10.2463/mrms.mp.2020-0103. Epub 2021 Feb 9.

Abstract

PURPOSE

To obtain detailed information in breast ductal carcinoma in situ (DCIS) and invasive ductal carcinoma (IDC) using triexponential diffusion analysis.

METHODS

Diffusion-weighted images (DWI) of the breast were obtained using single-shot diffusion echo-planar imaging with 15 b-values. Mean signal intensities at each b-value were measured in the DCIS and IDC lesions and fitted with the triexponential function based on a two-step approach: slow-restricted diffusion coefficient (D) was initially determined using a monoexponential function with b-values > 800 s/mm. The diffusion coefficient of free water at 37°C was assigned to the fast-free diffusion coefficient (D). Finally, the perfusion-related diffusion coefficient (D) was derived using all the b-values. Furthermore, biexponential analysis was performed to obtain the perfusion-related diffusion coefficient (D*) and the perfusion-independent diffusion coefficient (D). Monoexponential analysis was performed to obtain the apparent diffusion coefficient (ADC). The sensitivity and specificity of the aforementioned diffusion coefficients for distinguishing between DCIS and IDC were evaluated using the pathological results.

RESULTS

The D, D, and ADC of DCIS were significantly higher than those of IDC (P < 0.01 for all). There was no significant correlation between D and D, but there was a weak correlation between D* and D. The combination of D and D showed higher sensitivity and specificity (85.9% and 71.4%, respectively), compared to the combination of D* and D (81.5% and 33.3%, respectively).

CONCLUSION

Triexponential analysis can provide detailed diffusion information for breast tumors that can be used to differentiate between DCIS and IDC.

摘要

目的

使用三指数扩散分析获取乳腺导管原位癌(DCIS)和浸润性导管癌(IDC)的详细信息。

方法

使用单次激发扩散回波平面成像对乳腺进行扩散加权成像(DWI),共使用 15 个 b 值。在 DCIS 和 IDC 病变中测量每个 b 值的平均信号强度,并使用两步法拟合三指数函数:首先使用 b 值>800 s/mm 的单指数函数确定慢受限扩散系数(D)。将 37°C 下的自由水扩散系数分配给快自由扩散系数(D)。最后,使用所有 b 值得出与灌注相关的扩散系数(D)。此外,还进行双指数分析以获得与灌注相关的扩散系数(D*)和与灌注无关的扩散系数(D)。进行单指数分析以获得表观扩散系数(ADC)。使用病理结果评估上述扩散系数区分 DCIS 和 IDC 的敏感性和特异性。

结果

DCIS 的 D、D 和 ADC 均显著高于 IDC(均 P<0.01)。D 与 D 之间无显著相关性,但 D与 D 之间存在弱相关性。与 D和 D 的组合(分别为 81.5%和 33.3%)相比,D 和 D 的组合具有更高的敏感性和特异性(分别为 85.9%和 71.4%)。

结论

三指数分析可为乳腺肿瘤提供详细的扩散信息,可用于区分 DCIS 和 IDC。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74f7/8922350/2c11a3c0ed06/mrms-20-396-g1.jpg

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