Bladder spatial-dose descriptors correlate with acute urinary toxicity after radiation therapy for prostate cancer

被引:40
作者
Improta, I. [1 ]
Palorini, F. [1 ]
Cozzarini, C. [2 ]
Rancati, T. [3 ]
Avuzzi, B. [4 ]
Franco, P. [5 ]
Esposti, C. Degli [6 ]
Del Mastro, E. [7 ]
Girelli, G. [8 ]
Iotti, C. [9 ]
Vavassori, V. [10 ]
Valdagni, R. [4 ,11 ]
Fiorino, C. [1 ]
机构
[1] Ist Sci San Raffaele, Med Phys, Milan, Italy
[2] Ist Sci San Raffaele, Radiotherapy, Milan, Italy
[3] Fdn IRCCS Ist Nazl Tumori, Prostate Canc Program, Milan, Italy
[4] Fdn IRCCS Ist Nazl Tumori, Radiat Oncol 1, Milan, Italy
[5] Osped Reg U Parini AUSL Valle Aosta, Radiotherapy, Aosta, Italy
[6] Osped Bellaria, Radiotherapy, Bologna, Italy
[7] IRCCS Candiolo, Radiotherapy, Candiolo, TO, Italy
[8] Osped ASL9, Radiotherapy, Ivrea, Italy
[9] ASMN Hosp IRCCS, Dept Oncol & Adv Technol, Radiat Therapy Unit, Reggio Emilia, Italy
[10] Clin Gavazzeni Humanitas, Radiotherapy, Bergamo, Italy
[11] Univ Milan, Clin Sci & Community Hlth, Milan, Italy
来源
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS | 2016年 / 32卷 / 12期
关键词
Prostate radiotherapy; Acute urinary toxicity; Dose-surface maps; Bladder spatial-dose descriptors; INTENSITY-MODULATED RADIOTHERAPY; SURFACE MAPS; MULTIVARIABLE MODELS; 68; GY; COMPLICATIONS; HISTOGRAMS; IMPACT;
D O I
10.1016/j.ejmp.2016.08.013
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To assess bladder spatial-dose parameters predicting acute urinary toxicity after radiotherapy for prostate cancer (PCa) through a pixel-wise method for analysis of bladder dose-surface maps (DSMs). Materials & methods: The final cohort of a multi-institutional study, consisting of 539 patients with PCa treated with conventionally (CONV: 1.8-2 Gy/fr) or moderately hypo-fractionated radiotherapy (HYPO: 2.2-2.7 Gy/fr) was considered. Urinary toxicity was evaluated through the International Prostate Symptoms Score (IPSS) administered before and after radiotherapy. IPSS increases >= 10 and 15 points at the end of radiotherapy (Delta IPSS >= 10 and Delta IPSS >= 15) were chosen as endpoints. Average DSMs (corrected into 2 Gy-equivalent doses) of patients with/without toxicity were compared through a pixel-wise method. This allowed the extraction of selected spatial descriptors discriminating between patients with/without toxicity. Previously logistic models based on dose-surface histograms (DSH) were considered and replaced with DSM descriptors. Discrimination power, calibration and log-likelihood were considered to evaluate the impact of the inclusion of spatial descriptors. Results: Data of 375/539 patients were available. Delta IPSS >= 10 was recorded in 76/375 (20%) patients, while 30/375 (8%) experienced Delta IPSS >= 15. The posterior dose at 12 mm from the bladder base (roughly corresponding to the trigone region) resulted significantly associated to toxicity in the whole/HYPO populations. The cranial extension of the 75 Gy isodose along the bladder central axis was the best DSM-based predictor in CONV patients. Multi-variable models including DSM descriptors showed better discrimination (AUC = 0.66-0.77) when compared to DSH-based models (AUC = 0.58-0.71) and higher log-likelihoods. Conclusion: DSMs are correlated with the risk of acute GU toxicity. The incorporation of spatial descriptors improves discrimination and log-likelihood of multi-variable models including dosimetric and clinical parameters. (C) 2016 Associazione Italiana di Fisica Medica. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1681 / 1689
页数:9
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