Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Medical Physics, San Raffaele Scientific Institute, Milan, Italy.
Radiother Oncol. 2023 Jun;183:109628. doi: 10.1016/j.radonc.2023.109628. Epub 2023 Mar 18.
To validate published models for the risk estimate of grade ≥ 1 (G1+), grade ≥ 2 (G2+) and grade = 3 (G3) late rectal bleeding (LRB) after radical radiotherapy for prostate cancer in a large pooled population from three prospective trials.
The external validation population included patients from Europe, and Oceanian centres enrolled between 2003 and 2014. Patients received 3DCRT or IMRT at doses between 66-80 Gy. IMRT was administered with conventional or hypofractionated schemes (2.35-2.65 Gy/fr). LRB was prospectively scored using patient-reported questionnaires (LENT/SOMA scale) with a 3-year follow-up. All Normal Tissue Complication Probability (NTCP) models published until 2021 based on the Equivalent Uniform Dose (EUD) from the rectal Dose Volume Histogram (DVH) were considered for validation. Model performance in validation was evaluated through calibration and discrimination.
Sixteen NTCP models were tested on data from 1633 patients. G1+ LRB was scored in 465 patients (28.5%), G2+ in 255 patients (15.6%) and G3 in 112 patients (6.8%). The best performances for G2+ and G3 LRB highlighted the importance of the medium-high doses to the rectum (volume parameters n = 0.24 and n = 0.18, respectively). Good performance was seen for models of severe LRB. Moreover, a multivariate model with two clinical factors found the best calibration slope.
Five published NTCP models developed on non-contemporary cohorts were able to predict a relative increase in the toxicity response in a more recent validation population. Compared to QUANTEC findings, dosimetric results pointed toward mid-high doses of rectal DVH. The external validation cohort confirmed abdominal surgery and cardiovascular diseases as risk factors.
在三个前瞻性试验的大型汇总人群中,验证用于预测前列腺癌根治性放疗后 1 级(G1+)、2 级(G2+)和 3 级(G3)晚期直肠出血(LRB)风险的已发表模型。
外部验证人群包括来自欧洲和大洋洲中心的患者,这些患者于 2003 年至 2014 年期间入组。患者接受 3DCRT 或 IMRT 治疗,剂量为 66-80Gy。IMRT 采用常规或超分割方案(2.35-2.65Gy/fr)进行治疗。LRB 使用前瞻性报告问卷(LENT/SOMA 量表)进行评分,随访时间为 3 年。截至 2021 年,基于直肠剂量-体积直方图(DVH)的等效均匀剂量(EUD),共考虑了 16 种已发表的 NTCP 模型进行验证。通过校准和区分评估验证中的模型性能。
在 1633 名患者的数据上测试了 16 种 NTCP 模型。465 名患者(28.5%)发生 G1+LRB,255 名患者(15.6%)发生 G2+LRB,112 名患者(6.8%)发生 G3LRB。对于 G2+和 G3 LRB,性能最好的模型强调了直肠中高低剂量的重要性(体积参数分别为 n=0.24 和 n=0.18)。对于严重 LRB 的模型,性能良好。此外,具有两个临床因素的多变量模型找到了最佳校准斜率。
在更近期的验证人群中,对来自非同期队列的 5 种已发表的 NTCP 模型进行验证,这些模型能够预测毒性反应的相对增加。与 QUANTEC 的发现相比,剂量学结果表明直肠 DVH 的中高剂量是危险因素。外部验证队列证实腹部手术和心血管疾病是危险因素。