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扩散峰度张量磁共振成像在不同病理类型和分级的肾细胞癌中的应用。

Application of diffusion kurtosis tensor MR imaging in characterization of renal cell carcinomas with different pathological types and grades.

机构信息

Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, P. R. China.

出版信息

Cancer Imaging. 2021 Mar 16;21(1):30. doi: 10.1186/s40644-021-00394-7.

Abstract

BACKGROUND

To probe the feasibility and reproducibility of diffusion kurtosis tensor imaging (DKTI) in renal cell carcinoma (RCC) and to apply DKTI in distinguishing the subtypes of RCC and the grades of clear cell RCC (CCRCC).

METHODS

Thirty-eight patients with pathologically confirmed RCCs [CCRCC for 30 tumors, papillary RCC (PRCC) for 5 tumors and chromophobic RCC (CRCC) for 3 tumors] were involved in the study. Diffusion kurtosis tensor MR imaging were performed with 3 b-values (0, 500, 1000s/mm) and 30 diffusion directions. The mean kurtosis (MK), axial kurtosis (Ka), radial kurtosis (Kr) values and mean diffusity (MD) for RCC and contralateral normal parenchyma were acquired. The inter-observer agreements of all DKTI metrics of contralateral renal cortex and medulla were evaluated using Bland-Altman plots. Statistical comparisons with DKTI metrics of 3 RCC subtypes and between low-grade (Furman grade I ~ II, 22 cases) and high-grade (Furman grade III ~ IV, 8 cases) CCRCC were performed with ANOVA test and Student t test separately. Receiver operating characteristic (ROC) curve analyses were used to compare the diagnostic efficacy of DKTI metrics for predicting nuclear grades of CCRCC. Correlations between DKTI metrics and nuclear grades were also evaluated with Spearman correlation analysis.

RESULTS

Inter-observer measurements for each metric showed great reproducibility with excellent ICCs ranging from 0.81 to 0.87. There were significant differences between the DKTI metrics of RCCs and contralateral renal parenchyma, also among the subtypes of RCC. MK and Ka values of CRCC were significantly higher than those of CCRCC and PRCC. Statistical difference of the MK, Ka, Kr and MD values were also obtained between CCRCC with high- and low-grades. MK values were more effective for distinguishing between low- and high- grade CCRCC (area under the ROC curve: 0.949). A threshold value of 0.851 permitted distinction with high sensitivity (90.9%) and specificity (87.5%).

CONCLUSION

Our preliminary results suggest a possible role of DKTI in differentiating CRCC from CCRCC and PRCC. MK, the principle DKTI metric might be a surrogate biomarker to predict nuclear grades of CCRCC.

TRIAL REGISTRATION

ChiCTC, ChiCTR-DOD-17010833, Registered 10 March, 2017, retrospectively registered, http://www.chictr.org.cn/showproj.aspx?proj=17559 .

摘要

背景

探讨扩散峰度张量成像(DKTI)在肾细胞癌(RCC)中的可行性和可重复性,并将 DKTI 应用于鉴别 RCC 亚型和透明细胞 RCC(CCRCC)分级。

方法

研究纳入 38 例经病理证实的 RCC 患者[CCRCC 30 例,乳头状 RCC(PRCC)5 例,嫌色细胞 RCC(CRCC)3 例]。采用 3 个 b 值(0、500、1000s/mm)和 30 个扩散方向进行扩散峰度张量 MR 成像。获取 RCC 及对侧正常肾实质的平均峰度(MK)、轴向峰度(Ka)、径向峰度(Kr)值和平均弥散度(MD)。采用 Bland-Altman 图评价 3 名观察者对双侧肾皮质和髓质各 DKTI 指标的一致性。采用方差分析和 Student t 检验分别比较 3 种 RCC 亚型和低级别(Furman 分级 III,22 例)与高级别(Furman 分级 IIIIV,8 例)CCRCC 之间的 DKTI 指标差异。受试者工作特征(ROC)曲线分析用于比较 DKTI 指标预测 CCRCC 核级的诊断效能。采用 Spearman 相关分析评价 DKTI 指标与核级的相关性。

结果

各指标的观察者间测量均具有良好的可重复性,ICC 范围为 0.81~0.87。RCC 与对侧肾实质之间,以及 RCC 各亚型之间的 DKTI 指标均有显著差异。CRCC 的 MK 和 Ka 值明显高于 CCRCC 和 PRCC。CCRCC 高、低级别之间的 MK、Ka、Kr 和 MD 值也有统计学差异。MK 值在鉴别 CCRCC 低级别和高级别方面更有效(ROC 曲线下面积:0.949)。阈值为 0.851 时,可获得高灵敏度(90.9%)和特异性(87.5%)。

结论

初步结果提示 DKTI 可能有助于鉴别 CRCC 与 CCRCC 和 PRCC。MK,即主要的 DKTI 指标,可能是预测 CCRCC 核级的替代生物标志物。

试验注册

ChiCTC,ChiCTR-DOD-17010833,2017 年 3 月 10 日注册,回顾性注册,http://www.chictr.org.cn/showproj.aspx?proj=17559。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/994d/7962255/ca641be38bd3/40644_2021_394_Fig1_HTML.jpg

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