首页> 外文期刊>Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology >External validation of an NTCP model for acute esophageal toxicity in locally advanced NSCLC patients treated with intensity-modulated (chemo-)radiotherapy
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External validation of an NTCP model for acute esophageal toxicity in locally advanced NSCLC patients treated with intensity-modulated (chemo-)radiotherapy

机译:局部晚期NSCLC患者急性食管毒性NTCP模型的外部验证(Chemo-)放射治疗

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Background and purposeWe externally validated a previously established multivariable normal-tissue complication probability (NTCP) model for Grade ≥2 acute esophageal toxicity (AET) after intensity-modulated (chemo-)radiotherapy or volumetric-modulated arc therapy for locally advanced non-small cell lung cancer. Materials and methodsA total of 603 patients from five cohorts (A–E) within four different Dutch institutes were included. Using the NTCP model, containing predictors concurrent chemoradiotherapy, mean esophageal dose, gender and clinical tumor stage, the risk of Grade ≥2 AET was estimated per patient and model discrimination and (re)calibration performance were evaluated. ResultsFour validation cohorts (A, B, D, E) experienced higher incidence of Grade ≥2 AET compared to the training cohort (49.3–70.2%vs35.6%; borderline significant for one cohort, highly significant for three cohorts). Cohort C experienced lower Grade ≥2 AET incidence (21.7%,p?
机译:背景和目的我们在强度调节(化学)放射治疗或容积调制的非小细胞的体积调制弧治疗后≥2急性食管毒性(AET)级≥2急性食管毒性(AET)的先前建立的多变量正常组织并发症概率(NTCP)模型肺癌。包括在包括四个不同荷兰机构的五个队列(A-E)中的603名患者的材料和方法。使用NTCP模型,含有预测的同伴化疗,平均食管剂量,性别和临床肿瘤阶段,每位患者估算≥2AET的风险,并评估模型鉴别和(RE)校准性能。结果丰富验证队列(A,B,D,E)与培训队列相比,≥2AET等级≥2AET的发病率较高(49.3-70.2%VS35.6%;一个队列的边界意义,对于三个队列非常重要)。 COHORT C经历了较低的≥2AET发病率(21.7%,P?<0.001)。对于三个群组(A-C),鉴别性表现与培训队列类似(曲线下的面积(AUC)0.81-0.89VS0.84)。在两个剩余的群组(D-E)中,模型显示出差的辨别力量(AUC 0.64和0.63)。在两个队列(A-B)中观察到合理的校准性能,并重新校准在所有三个群组中进一步提高了具有良好辨别(A-C)的群组。两个辨别队列(D-E)的重新校准没有提高性能。结论AET预测的NTCP模型在五个患者队列中的三个中成功验证(AUC≥0.80)。该模型在两个队列中表现不佳,其中包括接受基本不同的治疗的患者。在临床实践中应用模型之前,建议验证歧视和(RE)在当地队列中的校准性能。

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