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