Laboratory of Medical Physics and Expert Systems, Regina Elena National Cancer Institute, Rome, Italy.
Department of Radiation Oncology, Regina Elena National Cancer Institute, Rome, Italy.
Crit Rev Oncol Hematol. 2016 Jun;102:101-10. doi: 10.1016/j.critrevonc.2016.04.004. Epub 2016 Apr 22.
In the last several decades, combined radiotherapy (RT) and chemotherapy (CT) have been recognized as feasible in locally-advanced-squamous-cell-carcinoma of the head-and-neck (LA-HNSCC). Several meta-analyses identified concurrent RT+CT (CRT) most likely effective approach respect to RT-alone. However, radiobiological models comparing different chemotherapeutic schedules against delivered RT fractionation schedule for overall survival and toxicity are still needed.
Based on 9 randomized trials (2785 patients), radiobiological models and multivariate logistic regression model were used to derive dose-response curves and estimate the 5-year-overall survival (OS) and ≥G3 acute mucositis rate of CRT or RT-alone.
Equivalent dose at 2 Gy/fraction (EQD2) was calculated using the linear quadratic model. The effect of CRT schedules, considering the CT type and its administration schedule and the HPV status of tumors were estimated using the univariate/multivariate logistic regression. The multivariate logistic regression model for 5y-OS indicated EQD2 and the type of CT, the chemo-sensitization fraction and the HPV status significant prognostic factors, while for toxicity both EQD2 and the concomitant administration of 5-fluorouracil (5Fu) resulted as significant prognostic factors. Combined schedules cisplatin (DDP)+/-5Fu+RT produced the higher OS compared with combined carboplatin+/-5Fu+RT or RT-alone. The concomitant administration of Fu and schedule with high EQD2 increase the rate of observed ≥G3 acute mucositis.
Multivariate logistic regression models can be used to predict CRT effect in terms of OS and ≥G3-mucositis, contributing to the identification of novel treatment schedules.
在过去的几十年中,联合放疗(RT)和化疗(CT)已被认为是局部晚期头颈部鳞状细胞癌(LA-HNSCC)的可行方法。几项荟萃分析确定同期 RT+CT(CRT)是最有可能有效的方法,而不是单独 RT。然而,仍然需要比较不同化疗方案与所提供的 RT 分割方案对总生存和毒性的放射生物学模型。
基于 9 项随机试验(2785 例患者),使用放射生物学模型和多变量逻辑回归模型得出剂量反应曲线,并估计 CRT 或单独 RT 的 5 年总生存率(OS)和≥G3 急性黏膜炎发生率。
使用线性二次模型计算等效剂量 2 Gy/分数(EQD2)。使用单变量/多变量逻辑回归估计 CRT 方案的效果,考虑 CT 类型及其给药方案以及肿瘤的 HPV 状态。5y-OS 的多变量逻辑回归模型表明 EQD2、CT 类型、化疗增敏分数和 HPV 状态是显著的预后因素,而对于毒性,EQD2 和 5-氟尿嘧啶(5Fu)的同时给药都是显著的预后因素。顺铂(DDP)+/-5Fu+RT 的联合方案与卡铂+/-5Fu+RT 或单独 RT 相比,OS 更高。Fu 的同时给药和高 EQD2 方案会增加观察到的≥G3 急性黏膜炎的发生率。
多变量逻辑回归模型可用于预测 CRT 在 OS 和≥G3-黏膜炎方面的效果,有助于确定新的治疗方案。