Value of Diffusion-Weighted Imaging and Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Prediction of Treatment Outcomes in Nasopharyngeal Carcinoma

医学 鼻咽癌 磁共振成像 接收机工作特性 阶段(地层学) 置信区间 核医学 磁共振弥散成像 有效扩散系数 动态增强MRI 动态对比度 实体瘤疗效评价标准 逻辑回归 曲线下面积 放射科 切断 内科学 进行性疾病 放射治疗 化疗 物理 量子力学 古生物学 生物
作者
Tunchanok Paprad,Chawalit Lertbutsayanukul,Nutchawan Jittapiromsak
出处
期刊:Journal of Computer Assisted Tomography [Lippincott Williams & Wilkins]
卷期号:46 (4): 664-672 被引量:2
标识
DOI:10.1097/rct.0000000000001304
摘要

Objective Magnetic resonance imaging (MRI) parameters that reflect the tumor microenvironment of nasopharyngeal carcinoma (NPC) may predict treatment response and facilitate treatment planning. This study aimed to evaluate the diffusion-weighted imaging and dynamic contrast-enhanced MRI (DCE-MRI) values for predicting the treatment outcomes in NPC patients. Methods Eighty-three patients with NPC underwent pretreatment MRI simulation with diffusion-weighted imaging and dynamic contrast-enhanced MRI. Average values of the apparent diffusion coefficient (ADC), Ktrans, Kep, Ve, Vp, and tumor volume of the primary tumors were measured. Other potential clinical characteristics (age, sex, staging, pathology, pretreatment Epstein-Barr virus level, and treatment type) were analyzed. Patients underwent follow-up imaging 6 months after treatment initiation. Treatment responses were assigned according to the Response Evaluation Criteria in Solid Tumors guideline (version 1.1). Results Fifty-one patients showed complete response (CR), whereas 32 patients did not (non-CR). Univariable logistic regression with variables dichotomized by optimal cutoff values showed that ADC ≥1.45 × 10 −3 mm 2 /s, Vp ≥0.14, tumor volume of ≥14.05 mL, high stage (stages III and IV), and Epstein-Barr virus level of ≥2300 copies/mL were predictors of non-CR ( P = 0.008, 0.05, 0.01, 0.009, and 0.04, respectively). The final multivariable model, consisting of a combination of ADC ≥1.45 × 10 −3 mm 2 /s, Vp ≥0.14, and high stage, could predict non-CR with a good discrimination ability (area under the receiver operating characteristic curve, 0.76 [95% confidence interval, 0.66–0.87]; sensitivity, 62.50%; specificity, 80.39%; and accuracy 73.49%). Conclusions A multivariable prediction model using a combination of ADC ≥1.45 × 10 −3 mm 2 /s, Vp ≥0.14, and high stage can be effective for treatment response prediction in NPC patients.
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