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晚期非小细胞肺癌患者接受调强(化疗)放疗后急性食管毒性的多变量正常组织并发症建模

Multivariable normal-tissue complication modeling of acute esophageal toxicity in advanced stage non-small cell lung cancer patients treated with intensity-modulated (chemo-)radiotherapy.

作者信息

Wijsman Robin, Dankers Frank, Troost Esther G C, Hoffmann Aswin L, van der Heijden Erik H F M, de Geus-Oei Lioe-Fee, Bussink Johan

机构信息

Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands.

Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands.

出版信息

Radiother Oncol. 2015 Oct;117(1):49-54. doi: 10.1016/j.radonc.2015.08.010. Epub 2015 Sep 2.

Abstract

BACKGROUND AND PURPOSE

The majority of normal-tissue complication probability (NTCP) models for acute esophageal toxicity (AET) in advanced stage non-small cell lung cancer (AS-NSCLC) patients treated with (chemo-)radiotherapy are based on three-dimensional conformal radiotherapy (3D-CRT). Due to distinct dosimetric characteristics of intensity-modulated radiation therapy (IMRT), 3D-CRT based models need revision. We established a multivariable NTCP model for AET in 149 AS-NSCLC patients undergoing IMRT.

MATERIALS AND METHODS

An established model selection procedure was used to develop an NTCP model for Grade ⩾2 AET (53 patients) including clinical and esophageal dose-volume histogram parameters.

RESULTS

The NTCP model predicted an increased risk of Grade ⩾2 AET in case of: concurrent chemoradiotherapy (CCR) [adjusted odds ratio (OR) 14.08, 95% confidence interval (CI) 4.70-42.19; p<0.001], increasing mean esophageal dose [Dmean; OR 1.12 per Gy increase, 95% CI 1.06-1.19; p<0.001], female patients (OR 3.33, 95% CI 1.36-8.17; p=0.008), and ⩾cT3 (OR 2.7, 95% CI 1.12-6.50; p=0.026). The AUC was 0.82 and the model showed good calibration.

CONCLUSIONS

A multivariable NTCP model including CCR, Dmean, clinical tumor stage and gender predicts Grade ⩾2 AET after IMRT for AS-NSCLC. Prior to clinical introduction, the model needs validation in an independent patient cohort.

摘要

背景与目的

大多数用于接受(化疗)放疗的晚期非小细胞肺癌(AS - NSCLC)患者急性食管毒性(AET)的正常组织并发症概率(NTCP)模型是基于三维适形放疗(3D - CRT)。由于调强放疗(IMRT)具有独特的剂量学特征,基于3D - CRT的模型需要修订。我们为149例接受IMRT的AS - NSCLC患者建立了AET的多变量NTCP模型。

材料与方法

采用既定的模型选择程序来开发用于≥2级AET(53例患者)的NTCP模型,纳入临床和食管剂量 - 体积直方图参数。

结果

NTCP模型预测在以下情况下≥2级AET风险增加:同步放化疗(CCR)[调整后的优势比(OR)14.08,95%置信区间(CI)4.70 - 42.19;p < 0.001]、食管平均剂量增加[Dmean;每增加1 Gy的OR为1.12,95% CI 1.06 - 1.19;p < 0.001]、女性患者(OR 3.33,95% CI 1.36 - 8.17;p = 0.008)以及≥cT3(OR 2.7,95% CI 1.12 - 6.50;p = 0.026)。曲线下面积(AUC)为0.82,且该模型显示出良好的校准。

结论

一个包含CCR、Dmean、临床肿瘤分期和性别的多变量NTCP模型可预测AS - NSCLC患者IMRT后≥2级AET。在临床应用之前,该模型需要在独立的患者队列中进行验证。

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