Multimodal Diffusion MRI Synergized with VI-RADS for Precision Grading of Bladder Urothelial Carcinoma: A Prospective Diagnostic Model Validation.

IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Xiaoxian Zhang, Shaoyu Wang, Mengzhu Wang, Lifeng Wang, Shouning Zhang, Xuejun Chen, Chunmiao Xu
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引用次数: 0

Abstract

Rationale and objectives: To evaluate the diagnostic performance of diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), mean apparent propagator (MAP), neurite orientation dispersion and density imaging (NODDI), and the Vesical Imaging-Reporting and Data System (VI-RADS) in discriminating the pathological grade of bladder urothelial carcinoma (UCB).

Materials and methods: This prospective study enrolled patients with pathologically confirmed UCB between May 2023 and December 2023. Preoperative MRI protocols included spin-echo echo-planner imaging (SE-EPI) and conventional DWI. Quantitative parameters from SE-EPI (DTI, DKI, MAP, NODDI) and apparent diffusion coefficient (ADC) values were measured. Group comparisons between low-grade and high-grade UCB were performed using t-tests or Mann-Whitney U tests. Receiver operating characteristic (ROC) analysis and DeLong's test were used to evaluate diagnostic performance.

Results: A total of 50 patients with UCB (low-grade/ high-grade = 16/34) were included. VI-RADS score and mean kurtosis (MK) derived from DKI emerged as independent predictors for differentiating low-grade and high-grade UCB (area under the curve (AUC): 0.692 and 0.865, respectively). The combination of VI-RADS and DKI-MK achieved superior diagnostic performance (AUC: 0.915, sensitivity: 0.941) compared to VI-RADS alone (AUC: 0.692, sensitivity: 0.471; p < 0.001) or ADC alone (AUC: 0.787, sensitivity: 0.813; p < 0.05).

Conclusion: Integrating VI-RADS with DKI-MK significantly enhances preoperative assessment of UCB pathological grading, demonstrating higher accuracy and sensitivity than VI-RADS or ADC alone. This approach improves diagnostic objectivity by combining qualitative imaging criteria with quantitative diffusion metrics, offering potential clinical utility for treatment stratification.

多模态扩散MRI与VI-RADS协同用于膀胱尿路上皮癌的精确分级:一种前瞻性诊断模型验证。
目的:评价弥散张量成像(DTI)、弥散峰度成像(DKI)、平均视传播体成像(MAP)、神经突定向弥散密度成像(NODDI)和膀胱影像报告与数据系统(VI-RADS)对膀胱尿路上皮癌(UCB)病理分级的诊断价值。材料和方法:本前瞻性研究纳入2023年5月至2023年12月间病理证实的UCB患者。术前MRI方案包括自旋回声规划成像(SE-EPI)和常规DWI。测定SE-EPI定量参数(DTI、DKI、MAP、NODDI)和表观扩散系数(ADC)值。采用t检验或Mann-Whitney U检验对低级别和高级别UCB进行组间比较。采用受试者工作特征(ROC)分析和DeLong检验评价诊断效能。结果:共纳入50例UCB患者(低级别/高级别= 16/34)。由DKI得出的VI-RADS评分和平均峰度(MK)成为区分低级别和高级别UCB的独立预测因子(曲线下面积(AUC)分别为0.692和0.865)。与单独使用VI-RADS (AUC: 0.692,灵敏度:0.471)相比,VI-RADS联合DKI-MK的诊断效果更好(AUC: 0.915,灵敏度:0.941);p < 0.001)或单独使用ADC (AUC: 0.787,灵敏度:0.813;P < 0.05)。结论:VI-RADS联合DKI-MK可显著提高术前对UCB病理分级的评估,比单独使用VI-RADS或ADC具有更高的准确性和敏感性。该方法通过将定性成像标准与定量扩散指标相结合,提高了诊断的客观性,为治疗分层提供了潜在的临床应用。
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来源期刊
Academic Radiology
Academic Radiology 医学-核医学
CiteScore
7.60
自引率
10.40%
发文量
432
审稿时长
18 days
期刊介绍: Academic Radiology publishes original reports of clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, image-guided interventions and related techniques. It also includes brief technical reports describing original observations, techniques, and instrumental developments; state-of-the-art reports on clinical issues, new technology and other topics of current medical importance; meta-analyses; scientific studies and opinions on radiologic education; and letters to the Editor.
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