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扩散峰度成像与扩散加权磁共振成像在鉴别透明细胞肾细胞癌和脂肪含量极少的肾血管平滑肌脂肪瘤中的比较研究

Diffusion kurtosis versus diffusion-weighted magnetic resonance imaging in differentiating clear cell renal cell carcinoma and renal angiomyolipoma with minimal fat: a comparative study.

作者信息

Lin Yarong, Zhu Wenrong, Zhu Qingqiang

机构信息

Yangzhou University, Northern Jiangsu People's Hospital, Department of Medical Imaging, Yangzhou, China.

出版信息

Diagn Interv Radiol. 2025 Sep 8;31(5):416-422. doi: 10.4274/dir.2025.242880. Epub 2025 Jul 21.

DOI:10.4274/dir.2025.242880
PMID:40686344
Abstract

PURPOSE

To quantitatively compare the diagnostic values of conventional diffusion-weighted imaging and diffusion kurtosis imaging (DKI) in differentiating clear cell renal cell carcinoma (ccRCC) and renal angiomyolipoma with minimal fat (RAMF).

METHODS

Sixty-eight patients with ccRCC and 18 patients with RAMF were retrospectively studied. For DKI and apparent diffusion coefficient (ADC), respiratory-triggered echo-planar imaging sequences were acquired in the axial plane (three -values: 0, 1000, 2000 s/mm; one -value: 2000 s/mm). Mean diffusivity (MD), fractional anisotropy (FA), mean kurtosis (MK), kurtosis anisotropy (KA), radial kurtosis (RK), and ADC were evaluated. The diagnostic efficacy of various diffusion parameters in predicting ccRCC and RAMF was compared.

RESULTS

The ADC and MD values of ccRCCs were higher than those of RAMFs ( < 0.05), whereas comparable FA, MK, and KA values were observed between ccRCCs and RAMFs ( > 0.05). Moreover, the RK values of RAMFs were higher than those of ccRCCs ( < 0.05). Receiver operating characteristic (ROC) curve analyses showed that MD values had the highest diagnostic efficacy in differentiating ccRCCs from RAMFs. In pairwise comparisons of ROC curves and diagnostic efficacy, DKI parameters demonstrated better diagnostic accuracy than ADC in differentiating between ccRCCs and RAMFs ( < 0.05).

CONCLUSION

DKI analysis demonstrates superior performance than ADC analysis in differentiating ccRCC and RAMF.

CLINICAL SIGNIFICANCE

DKI technology may serve as an additional non-invasive biomarker for the differential diagnosis of renal tumor types.

摘要

目的

定量比较传统扩散加权成像和扩散峰度成像(DKI)在鉴别透明细胞肾细胞癌(ccRCC)和最小脂肪肾血管平滑肌脂肪瘤(RAMF)中的诊断价值。

方法

回顾性研究68例ccRCC患者和18例RAMF患者。对于DKI和表观扩散系数(ADC),在轴面采集呼吸触发的回波平面成像序列(三个值:0、1000、2000 s/mm²;一个值:2000 s/mm²)。评估平均扩散率(MD)、各向异性分数(FA)、平均峰度(MK)、峰度各向异性(KA)、径向峰度(RK)和ADC。比较各种扩散参数预测ccRCC和RAMF的诊断效能。

结果

ccRCC的ADC和MD值高于RAMF(P<0.05),而ccRCC和RAMF之间的FA、MK和KA值相当(P>0.05)。此外,RAMF的RK值高于ccRCC(P<0.05)。受试者操作特征(ROC)曲线分析表明,MD值在区分ccRCC和RAMF方面具有最高的诊断效能。在ROC曲线和诊断效能的成对比较中,DKI参数在区分ccRCC和RAMF方面显示出比ADC更好的诊断准确性(P<0.05)。

结论

DKI分析在鉴别ccRCC和RAMF方面表现优于ADC分析。

临床意义

DKI技术可作为肾肿瘤类型鉴别诊断的一种额外的非侵入性生物标志物。

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In vivo Correlation Tensor MRI reveals microscopic kurtosis in the human brain on a clinical 3T scanner.活体关联张量 MRI 在临床 3T 扫描仪上显示人脑的微观峰度。
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Beyond Diffusion Tensor MRI Methods for Improved Characterization of the Brain after Ischemic Stroke: A Review.
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Cancer Imaging. 2021 Mar 16;21(1):30. doi: 10.1186/s40644-021-00394-7.
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Magnetic resonance diffusion kurtosis imaging in differential diagnosis of benign and malignant renal tumors.磁共振扩散峰度成像在良恶性肾肿瘤鉴别诊断中的应用。
Cancer Imaging. 2021 Jan 7;21(1):6. doi: 10.1186/s40644-020-00369-0.
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Comparison of diffusion-weighted imaging mono-exponential mode with diffusion kurtosis imaging for predicting pathological grades of clear cell renal cell carcinoma.比较单指数模型弥散加权成像与扩散峰度成像预测肾透明细胞癌病理分级的价值。
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Diffusional kurtosis imaging of kidneys in patients with hyperuricemia: initial study.高尿酸血症患者肾脏的扩散峰度成像:初步研究。
Acta Radiol. 2020 Jun;61(6):839-847. doi: 10.1177/0284185119878362. Epub 2019 Oct 14.
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Eur Radiol. 2019 Dec;29(12):6930-6939. doi: 10.1007/s00330-019-06240-6. Epub 2019 Jun 3.
9
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