Intravoxel incoherent motion diffusion‐weighted imaging in assessing bladder cancer invasiveness and cell proliferation

盒内非相干运动 有效扩散系数 膀胱癌 医学 磁共振弥散成像 膀胱切除术 斯皮尔曼秩相关系数 磁共振成像 阶段(地层学) 核医学 接收机工作特性 灌注 秩相关 放射科 泌尿科 癌症 内科学 机器学习 统计 古生物学 生物 计算机科学 数学
作者
Fang Wang,Lian‐Ming Wu,Hua Xiao-lan,Zizhou Zhao,Xiao‐Xi Chen,Jianrong Xu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:47 (4): 1054-1060 被引量:30
标识
DOI:10.1002/jmri.25839
摘要

BACKGROUND: Nonmuscle-invasive bladder cancer (NMIBC, Stage T1 or lower) is treated with transurethral resection (TUR), while muscle-invasive bladder cancer (MIBC, Stage T2 or more) requires neoadjuvant chemotherapy before radical cystectomy. Hence, preoperative differentiation is vital. PURPOSE: To investigate whether intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) can differentiate NMIBC from MIBC and to assess whether there were correlations between IVIM parameters and the Ki-67 labeling index (LI). STUDY TYPE: Retrospective. SUBJECTS: Thirty-six patients diagnosed with bladder cancer confirmed by histopathological findings. FIELD STRENGTH/SEQUENCE: . ASSESSMENT: Molecular diffusion coefficient (D), perfusion-related diffusion coefficient (D*), perfusion fraction (f), and apparent diffusion coefficient (ADC) were calculated by biexponential and monoexponential models fits, respectively. STATISTICAL TESTS: Comparisons were made between the MIBC and NMIBC group, and differences were analyzed by comparing the areas under the receiver-operating characteristic curves (AUCs). The correlations between these parameters and Ki-67 LI were assessed by Spearman's rank correlation analysis. RESULTS: The ADC and D value were significantly lower in patients with MIBC compared to those with NMIBC (P < 0.01). No significant (P > 0.05) differences were observed in D* and f. The AUC of D value (0.894) was significantly (P < 0.05) larger than the ADC value (0.786), with sensitivities and specificities of 95% and 87.5% (D) and 80% and 68.7% (ADC), respectively. In addition, the D and ADC values were significantly correlated with Ki-67 LI (r = -0.785, r = -0.643, respectively; both P < 0.01). DATA CONCLUSION: The D value obtained from IVIM exhibited better performance than conventional DWI for distinguishing NMIBC from MIBC and may serve as a potential imaging biomarker for bladder cancer invasion. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;47:1054-1060.
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