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

被引:17
作者
Li, Qing [1 ,2 ]
Cao, Bohong [1 ,2 ]
Liu, Kai [1 ]
Sun, Haitao [1 ,2 ]
Ding, Yuqin [1 ,2 ]
Yan, Cheng [1 ]
Wu, Pu-Yeh [6 ]
Dai, Chenchen [1 ,2 ]
Rao, Shengxiang [1 ,2 ]
Zeng, Mengsu [1 ,2 ]
Jiang, Shuai [4 ,5 ,10 ,11 ]
Zhou, Jianjun [1 ,2 ,3 ,7 ,8 ,9 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Shanghai Inst Med Imaging, Dept Radiol, Shanghai, Peoples R China
[2] Fudan Univ, Zhongshan Hosp, Dept Canc Ctr, Shanghai, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Dept Radiol, Xiamen Branch, Shanghai, Fujian, Peoples R China
[4] Fudan Univ, Zhongshan Hosp, Dept Urol, Shanghai, Peoples R China
[5] Fudan Univ, Zhongshan Hosp Wusong Branch, Dept Urol, Shanghai, Peoples R China
[6] MR Res China, GE Healthcare, Beijing, Peoples R China
[7] Fudan Univ, Zhongshan Hosp, Dept Radiol, Xiamen Branch, 668 Jinhu Rd,Huli Dist, Xiamen 361015, Fujian, Peoples R China
[8] Fudan Univ, Shanghai Inst Med Imaging, Dept Radiol, 180 Fenglin Rd,Xuhui Dist, Shanghai 200032, Peoples R China
[9] Fudan Univ, Zhongshan Hosp, Dept Canc Ctr, 180 Fenglin Rd,Xuhui Dist, Shanghai 200032, Peoples R China
[10] Fudan Univ, Zhongshan Hosp, Dept Urol, 180 Fenglin Rd,Xuhui Dist, Shanghai 200032, Peoples R China
[11] Fudan Univ, Zhongshan Hosp Wusong Branch, Dept Urol, 216 Mudanjiang Rd,Baoshan Dist, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
Urinary bladder neoplasms; Diffusion kurtosis imaging; Neoplasm invasiveness; Tumor contact length; Diagnostic efficacy; GAUSSIAN WATER DIFFUSION; DIAGNOSTIC PERFORMANCE; PROSTATE-CANCER; INVASION; MRI; CLASSIFICATION; EXTENSION; SYSTEM; DWI;
D O I
10.1016/j.ejrad.2022.110329
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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, HosmerLemeshow tests, receiver operating characteristic curve (ROC) analysis, and area under the curve (AUC) were applied. Results: The mean K-app 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 & PLUSMN; 1.50) (all p < 0.01). At the corresponding cut-off, AUC of TCL, K-app, VI-RADS and the combination of K-app and TCL were 0.87, 0.92, 0.90, and 0.95, respectively. TCL and K-app were risk factors of BC muscle invasion at both univariate and multivariate analysis. Conclusions: K-app performed better than conventional DWI in predicting MIBC. K-app and TCL were independent risk factors of MIBC and could complement VI-RADS for predicting muscle invasion. The combination of K-app and TCL had the largest AUC and highest accuracy among all parameters.
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页数:8
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