Validation of prediction models for radiation-induced late rectal bleeding: Evidence from a large pooled population of prostate cancer patients

被引:3
|
作者
Cicchetti, Alessandro [1 ,2 ]
Fiorino, Claudio [3 ]
Ebert, Martin A. [4 ,5 ,6 ]
Iacovacci, Jacopo [1 ,2 ]
Kennedy, Angel [5 ]
Joseph, David J. [4 ,6 ,7 ]
Denham, James W. [8 ]
Vavassori, Vittorio [9 ]
Fellin, Gianni [10 ]
Cozzarini, Cesare [11 ]
Degli Esposti, Claudio [12 ]
Gabriele, Pietro [13 ]
Munoz, Fernando [14 ]
Avuzzi, Barbara [15 ]
Valdagni, Riccardo [1 ,15 ,16 ]
Rancati, Tiziana [1 ,2 ]
机构
[1] Fdn IRCCS Ist Nazl Tumori, Prostate Canc Program, Milan, Italy
[2] Fdn IRCCS Ist Nazl Tumori, Data Sci Unit, Milan, Italy
[3] Ist Sci San Raffaele, Med Phys, Milan, Italy
[4] Univ Western Australia, Perth, WA, Australia
[5] Sir Charles Gairdner Hosp, Radiat Oncol, Perth, WA, Australia
[6] 5D Clin, Claremont, WA, Australia
[7] GenesisCare, Perth, WA, Australia
[8] Univ Newcastle, Sch Med & Publ Hlth, Callaghan, NSW, Australia
[9] Clin Humanitas Gavazzeni, Radiat Oncol, Bergamo, Italy
[10] Osped Santa Chiara, Radiat Oncol, Trento, Italy
[11] Ist Sci San Raffaele, Radiat Oncol, Milan, Italy
[12] Osped Bellaria, Radiat Oncol, Bologna, Italy
[13] Fdn Piemonte Oncol IRCCS, Ist Candiolo, Radiat Oncol, Turin, Italy
[14] Azienda Osped Aosta, Radiat Oncol, Aosta, Italy
[15] Fdn IRCCS Ist Nazl Tumori, Radiat Oncol, Milan, Italy
[16] Univ Milan, Oncol & Hemato Oncol, Milan, Italy
基金
澳大利亚国家健康与医学研究理事会;
关键词
Model validation; NTCP models; Late rectal bleeding; Multivariable models; Prostate cancer; HIGH-DOSE RADIOTHERAPY; TOXICITY; TRIAL; NTCP; THERAPY; IMPACT; RISK; LUNG; END;
D O I
10.1016/j.radonc.2023.109628
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: 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.Materials and methods: 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 val-idation.Model performance in validation was evaluated through calibration and discrimination.Results: 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 parame-ters 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.Conclusion: 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.(c) 2023 Elsevier B.V. All rights reserved. Radiotherapy and Oncology 183 (2023) 1-9
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页数:9
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