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检测膀胱癌的肌肉浸润性:扩散峰度成像与肿瘤接触长度的应用

Detecting the muscle invasiveness of bladder cancer: An application of diffusion kurtosis imaging and tumor contact length.

作者信息

Li Qing, Cao Bohong, Liu Kai, Sun Haitao, Ding Yuqin, Yan Cheng, Wu Pu-Yeh, Dai Chenchen, Rao Shengxiang, Zeng Mengsu, Jiang Shuai, Zhou Jianjun

机构信息

Department of Radiology, Shanghai Institute of Medical Imaging, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.

Department of Radiology, Shanghai Institute of Medical Imaging, Zhongshan Hospital, Fudan University, Shanghai, China.

出版信息

Eur J Radiol. 2022 Jun;151:110329. doi: 10.1016/j.ejrad.2022.110329. Epub 2022 Apr 22.

Abstract

PURPOSE

To evaluate the diagnostic efficacy of diffusion kurtosis imaging (DKI) parameters and tumor contact length (TCL) among clinical and radiological factors for preoperative prediction of muscle-invasive bladder cancer (MIBC).

METHOD

A total of ninety-seven patients underwent 3.0 T MRI scan with propeller fast spin-echo T2WI, echo planar imaging diffusion-weighted imaging (DWI), and dynamic contrast-enhanced imaging (DCE). Two radiologists independently viewed multiparametric MRI (mpMRI) of each patient, graded the VI-RADS, drew the region of interest (ROI) and measured TCL. Interclass correlation coefficients (ICCs), Kappa statistics, Kolmogorov-Smirnov test, Mann-Whitney U tests, chi-square tests, logistic regression analyses, Hosmer-Lemeshow tests, receiver operating characteristic curve (ROC) analysis, and area under the curve (AUC) were applied.

RESULTS

The mean K of NMIBC group (0.62 ± 0.01) was significantly lower than that of MIBC group (0.79 ± 0.08). The mean TCL of MIBC group (4.66 ± 1.89) was significantly larger than TCL of NMIBC group (1.88 ± 1.50) (all p < 0.01). At the corresponding cut-off, AUC of TCL, K, VI-RADS and the combination of K and TCL were 0.87, 0.92, 0.90, and 0.95, respectively. TCL and K were risk factors of BC muscle invasion at both univariate and multivariate analysis.

CONCLUSIONS

K performed better than conventional DWI in predicting MIBC. K and TCL were independent risk factors of MIBC and could complement VI-RADS for predicting muscle invasion. The combination of K and TCL had the largest AUC and highest accuracy among all parameters.

摘要

目的

评估扩散峰度成像(DKI)参数和肿瘤接触长度(TCL)在术前预测肌层浸润性膀胱癌(MIBC)的临床和放射学因素中的诊断效能。

方法

共有97例患者接受了3.0 T磁共振成像扫描,包括螺旋桨快速自旋回波T2加权成像(T2WI)、回波平面成像扩散加权成像(DWI)和动态对比增强成像(DCE)。两名放射科医生独立观察每位患者的多参数磁共振成像(mpMRI),对VI-RADS进行分级,绘制感兴趣区域(ROI)并测量TCL。应用组内相关系数(ICC)、Kappa统计量、柯尔莫哥洛夫-斯米尔诺夫检验、曼-惠特尼U检验、卡方检验、逻辑回归分析、霍斯默-莱梅肖检验、受试者操作特征曲线(ROC)分析和曲线下面积(AUC)。

结果

非肌层浸润性膀胱癌(NMIBC)组的平均K值(0.62±0.01)显著低于肌层浸润性膀胱癌(MIBC)组(0.79±0.08)。MIBC组的平均TCL(4.66±1.89)显著大于NMIBC组的TCL(1.88±1.50)(均p<0.01)。在相应的截断值下,TCL、K、VI-RADS以及K和TCL组合的AUC分别为0.87、0.92、0.90和0.95。在单因素和多因素分析中,TCL和K都是膀胱癌肌层浸润的危险因素。

结论

在预测MIBC方面,K比传统DWI表现更好。K和TCL是MIBC的独立危险因素,可补充VI-RADS用于预测肌层浸润。在所有参数中,K和TCL的组合具有最大的AUC和最高的准确性。

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