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动态对比增强磁共振成像定量参数作为接受同步放化疗的局部晚期宫颈鳞状细胞癌患者治疗反应的预测指标

DCE-MRI Quantitative Parameters as Predictors of Treatment Response in Patients With Locally Advanced Cervical Squamous Cell Carcinoma Underwent CCRT.

作者信息

Liu Bing, Sun Zhen, Ma Wan-Ling, Ren Jing, Zhang Guang-Wen, Wei Meng-Qi, Hou Wei-Huan, Hou Bing-Xin, Wei Li-Chun, Huan Yi, Zheng Min-Wen

机构信息

Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China.

Department of Orthopedic, Xijing Hospital, Fourth Military Medical University, Xi'an, China.

出版信息

Front Oncol. 2020 Oct 29;10:585738. doi: 10.3389/fonc.2020.585738. eCollection 2020.

Abstract

PURPOSE

To evaluate the predictive value of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) quantitative parameters in treatment response to concurrent chemoradiotherapy (CCRT) for locally advanced cervical squamous cell carcinoma (LACSC).

METHODS AND MATERIALS

LACSC patients underwent CCRT had DCE-MRI before (e0) and after 3 days of treatment (e3). Extended Tofts Linear model with a user arterial input function was adopted to generate quantitative measurements. Endothelial transfer constant (K), reflux rate (K), fractional extravascular extracellular space volume (V), and fractional plasma volume (V) were calculated, and percentage changes ΔK, ΔK, ΔV, and ΔV were computed. The correlations of these measurements with the tumor regression rate were analyzed. The predictive value of these parameters on treatment outcome was generated by the receiver operating characteristic (ROC) curve. Univariate and multivariate logistic regression analyses were conducted to find the independent variables.

RESULTS

K-e0, K -e0, ΔK, and ΔV were positively correlated with the tumor regression rate. Mean values of K-e0, K-e3, ΔK, and ΔV were higher in the non-residual tumor group than residual tumor group and were independent prognostic factors for predicting residual tumor occurrence. K-e3 showed the highest area under the curve (AUC) for treatment response prediction.

CONCLUSIONS

Quantitative parameters at e0 and e3 from DCE-MRI could be used as potential indicators for predicting treatment response of LACSC.

摘要

目的

评估动态对比增强磁共振成像(DCE-MRI)定量参数对局部晚期宫颈鳞状细胞癌(LACSC)同步放化疗(CCRT)治疗反应的预测价值。

方法和材料

接受CCRT的LACSC患者在治疗前(e0)和治疗3天后(e3)进行DCE-MRI检查。采用带有用户动脉输入函数的扩展Tofts线性模型生成定量测量值。计算内皮转运常数(K)、回流率(K)、血管外细胞外间隙分数体积(V)和血浆分数体积(V),并计算百分比变化ΔK、ΔK、ΔV和ΔV。分析这些测量值与肿瘤退缩率的相关性。通过受试者操作特征(ROC)曲线得出这些参数对治疗结果的预测价值。进行单因素和多因素逻辑回归分析以找出独立变量。

结果

K-e0、K -e⁰、ΔK和ΔV与肿瘤退缩率呈正相关。非残留肿瘤组的K-e0、K-e³、ΔK和ΔV平均值高于残留肿瘤组,是预测残留肿瘤发生的独立预后因素。K-e³在预测治疗反应方面曲线下面积(AUC)最高。

结论

DCE-MRI在e0和e3时的定量参数可作为预测LACSC治疗反应的潜在指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/318d/7658627/a641f57f4ca6/fonc-10-585738-g001.jpg

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