Quantitative multiparametric MRI as a promising tool for the assessment of early response to neoadjuvant chemotherapy in bladder cancer

被引:7
作者
Yang, Xiao [1 ]
Yuan, Baorui [1 ,3 ]
Zhang, Yudong
Zhuang, Juntao [1 ,2 ]
Cai, Lingkai [1 ]
Wu, Qikai [1 ]
Cao, Qiang [1 ]
Li, Pengchao [1 ]
Lu, Qiang [1 ]
Sun, Xueying [2 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Urol, 300 Guangzhou Rd, Nanjing 210029, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, 300 Guangzhou Rd, Nanjing 210029, Peoples R China
[3] Nanjing Med Univ, Womens Hosp, 123 Tianfei Lane,Mochou Rd, Nanjing 210029, Peoples R China
基金
中国国家自然科学基金;
关键词
Bladder cancer; Multi-parameter MRI; Neoadjuvant Chemotherapy; RECIST; CONTRAST-ENHANCED MRI; RADICAL CYSTECTOMY; HETEROGENEITY; PREDICTION; CARCINOMA; CHEMORADIOTHERAPY; RECURRENCE; THERAPY;
D O I
10.1016/j.ejrad.2022.110587
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: Magnetic resonance imaging (MRI) has been applied to predict the neoadjuvant chemotherapy (NAC) response of bladder cancer at an early stage, but the performance remains poor. A tool for the selection of pa-tients with muscle-invasive bladder cancer (MIBC) with high probability of benefitting from NAC is not yet available. We designed a prospective study to assess a quantitative MRI for predicting the early response of MIBC to NAC.Methods: All individuals underwent a time-course MRI at pre-NAC, 24 h after initial cisplatin medication (24 h-NAC) and post-NAC. Chemosensitivity was evaluated according to pathological response. The transfer constant (Ktrans), plasma volume (Vp), extravascular extracellular space (Ve), and apparent diffusion coefficient (ADC) were quantitated based on dynamic contrast-enhanced and diffusion-weighted imaging. Quantitative RECIST criteria were constructed by modelling pre-NAC and 24 h-NAC MRI measures, and then compared with con-ventional RECIST by using pre-and post-NAC MRI measures.Results: In this pilot study, a total of 24 patients were enrolled into the study. Eight patients were pathologically confirmed to be NAC-responders. After a thorough evaluation of these parameters, different parameters showed good discrimination at different point in time. ROC curves showed quantitative MRI can predict the response to NAC, especially ADC_M (AUC = 0.859, P = 0.005) and ADC index (AUC = 0.844, P = 0.007) at pre-NAC timing and ADC_M (AUC = 0.816, P = 0.013) at 24 h-NAC timing. Then, a qRECIST model was established for predicting NAC sensitivity, with AUC of 0.91, TP rate of 0.8, and accuracy of 0.75.Conclusion: The diagnostic performance of mpMRI parameters for NAC response is excellent. The qRECIST derived between pre-and 24 h NAC MRI could predict the early response of MIBC to NAC and help for candidate selection.
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页数:9
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