Development and validation of NTCP models for acute side-effects resulting from proton beam therapy of brain tumours

作者: Almut Dutz , Armin Lühr , Linda Agolli , Esther G.C. Troost , Mechthild Krause

DOI: 10.1016/J.RADONC.2018.06.036

关键词: NauseaComplicationErythemaQuality of lifeScalpReceiver operating characteristicCohortLogistic regressionMedicineRadiology

摘要: Abstract Background The limited availability of proton beam therapy (PBT) requires individual treatment selection strategies, such as based on normal tissue complication probability (NTCP). We developed and externally validated NTCP models for common acute side-effects following PBT in brain tumour patients effort to provide guidance optimising patient quality life. Methods An exploration cohort including 113 adult who underwent was investigated the endpoints: alopecia, scalp erythema, headache, fatigue nausea. Dose–volume parameters associated tissues were used logistic regression modelling. Statistically significant showing high area under receiver operating characteristic curve (AUC) values internal cross-validation two cohorts 71 96 patients, respectively. Results correlations dose–volume skin erythema alopecia found. In cross-validation, prognostic selected: V35Gy (absolute volume receiving 35 Gy) grade ≥1, D2% (dose 2% volume) ≥1 D5% ≥2. Validation successful both with AUC >0.75. A bivariable model could not be externally. No seen headache or Conclusion successfully primary treated PBT.

参考文章(49)
Helen A. Shih, Janet C. Sherman, Lisa B. Nachtigall, Mary K. Colvin, Barbara C. Fullerton, Juliane Daartz, Barbara K. Winrich, Tracy T. Batchelor, Lauren T. Thornton, Sarah M. Mancuso, Michele K. Saums, Kevin S. Oh, William T. Curry, Jay S. Loeffler, Beow Y. Yeap, Proton therapy for low-grade gliomas: Results from a prospective trial. Cancer. ,vol. 121, pp. 1712- 1719 ,(2015) , 10.1002/CNCR.29237
Ingrid Kristensen, Kristina Nilsson, Per Nilsson, Comparative Proton and Photon Treatment Planning in Pediatric Patients with Various Diagnoses International Journal of Particle Therapy; 2(2), pp 367-375 (2015). ,vol. 2, pp. 367- 375 ,(2015) , 10.14338/IJPT-14-00026.1
Joachim Widder, Arjen van der Schaaf, Philippe Lambin, Corrie A.M. Marijnen, Jean-Philippe Pignol, Coen R. Rasch, Ben J. Slotman, Marcel Verheij, Johannes A. Langendijk, The Quest for Evidence for Proton Therapy: Model-Based Approach and Precision Medicine International Journal of Radiation Oncology Biology Physics. ,vol. 95, pp. 30- 36 ,(2016) , 10.1016/J.IJROBP.2015.10.004
Tsair-Fwu Lee, Shyh-An Yeh, Pei-Ju Chao, Liyun Chang, Chien-Liang Chiu, Hui-Min Ting, Hung-Yu Wang, Yu-Jie Huang, Normal tissue complication probability modeling for cochlea constraints to avoid causing tinnitus after head-and-neck intensity-modulated radiation therapy Radiation Oncology. ,vol. 10, pp. 194- 194 ,(2015) , 10.1186/S13014-015-0501-X
J.-C. Horiot, M. Aapro, Treatment implications for radiation-induced nausea and vomiting in specific patient groups. European Journal of Cancer. ,vol. 40, pp. 979- 987 ,(2004) , 10.1016/J.EJCA.2003.12.023
Bijan Arjomandy, Narayan Sahoo, James Cox, Andrew Lee, Michael Gillin, Comparison of surface doses from spot scanning and passively scattered proton therapy beams Physics in Medicine and Biology. ,vol. 54, ,(2009) , 10.1088/0031-9155/54/14/N02
Miranda E.M.C. Christianen, Cornelis Schilstra, Ivo Beetz, Christina T. Muijs, Olga Chouvalova, Fred R. Burlage, Patricia Doornaert, Phil W. Koken, C. René Leemans, Rico N.P.M. Rinkel, Marieke J. de Bruijn, G.H. de Bock, Jan L.N. Roodenburg, Bernard F.A.M. van der Laan, Ben J. Slotman, Irma M. Verdonck-de Leeuw, Hendrik P. Bijl, Johannes A. Langendijk, Predictive modelling for swallowing dysfunction after primary (chemo)radiation: results of a prospective observational study. Radiotherapy and Oncology. ,vol. 105, pp. 107- 114 ,(2012) , 10.1016/J.RADONC.2011.08.009
Aaron P Brown, Christian L Barney, David R Grosshans, Mary Frances McAleer, John F De Groot, Vinay K Puduvalli, Susan L Tucker, Cody N Crawford, Meena Khan, Soumen Khatua, Mark R Gilbert, Paul D Brown, Anita Mahajan, None, Proton beam craniospinal irradiation reduces acute toxicity for adults with medulloblastoma. International Journal of Radiation Oncology Biology Physics. ,vol. 86, pp. 277- 284 ,(2013) , 10.1016/J.IJROBP.2013.01.014
J. L. Pater, Benny Zee, Michael Palmer, Dianne Johnston, David Osoba, Fatigue in patients with cancer: results with National Cancer Institute of Canada Clinical Trials Group studies employing the EORTC QLQ-C30 Supportive Care in Cancer. ,vol. 5, pp. 410- 413 ,(1997) , 10.1007/S005200050100
A. Ginot, J. Doyen, J.-M. Hannoun-Lévi, A. Courdi, Dose de tolérance des tissus sains : la peau et les phanères Cancer/Radiothérapie. ,vol. 14, pp. 379- 385 ,(2010) , 10.1016/J.CANRAD.2010.03.015