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Published in: Radiation Oncology 1/2018

Open Access 01-12-2018 | Research

Estimation of the risk for radiation-induced liver disease following photon- or proton-beam radiosurgery of liver metastases

Authors: Gracinda Mondlane, Ana Ureba, Michael Gubanski, P A Lind, Albert Siegbahn

Published in: Radiation Oncology | Issue 1/2018

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Abstract

Background

Radiotherapy of liver metastases is commonly being performed with photon-beam based stereotactic body radiation therapy (SBRT). The high risk for radiation-induced liver disease (RILD) is a limiting factor in these treatments. The use of proton-beam based SBRT could potentially improve the sparing of the healthy part of the liver. The aim of this study was to use estimations of normal tissue complication probability (NTCP) to identify liver-metastases patients that could benefit from being treated with intensity-modulated proton therapy (IMPT), based on the reduction of the risk for RILD.

Methods

Ten liver metastases patients, previously treated with photon-beam based SBRT, were retrospectively planned with IMPT. A CTV-based robust optimisation (accounting for setup and range uncertainties), combined with a PTV-based conventional optimisation, was performed. A robustness criterion was defined for the CTV (V95% > 98% for at least 10 of the 12 simulated scenarios). The NTCP was estimated for different endpoints using the Lyman-Kutcher-Burman model. The ΔNTCP (NTCPIMPT − NTCPSBRT) for RILD was registered for each patient. The patients for which the NTCP (RILD) < 5% were also identified. A generic relative biological effectiveness of 1.1 was assumed for the proton beams.

Results

For all patients, the objectives set for the PTV and the robustness criterion set for the CTV were fulfilled with the IMPT plans. An improved sparing of the healthy part of the liver, right kidney, lungs, spinal cord and the skin was achieved with the IMPT plans, compared to the SBRT plans. Mean liver doses larger than the threshold value of 32 Gy led to NTCP values for RILD exceeding 5% (7 patients with SBRT and 3 patients with the IMPT plans). ΔNTCP values (RILD) ranging between − 98% and − 17% (7 patients) and between 0 and 2% (3 patients), were calculated.

Conclusions

In this study, liver metastases patients that could benefit from being treated with IMPT, based on the NTCP reductions, were identified. The clinical implementation of such a model-based approach to select liver metastases patients to proton therapy needs to be made with caution while considering the uncertainties involved in the NTCP estimations.
Literature
1.
go back to reference Lax I, Blomgren H, Näslund I, Svanström R. Stereotactic radiotherapy of malignancies in the abdomen. Methodological aspects. Acta Oncol. 1994;33:677.CrossRef Lax I, Blomgren H, Näslund I, Svanström R. Stereotactic radiotherapy of malignancies in the abdomen. Methodological aspects. Acta Oncol. 1994;33:677.CrossRef
4.
go back to reference Dawson LA, Ten Haken RK. Partial volume tolerance of the liver to radiation. Semin Radiat Oncol. 2005;15:279–83.CrossRef Dawson LA, Ten Haken RK. Partial volume tolerance of the liver to radiation. Semin Radiat Oncol. 2005;15:279–83.CrossRef
5.
go back to reference Dionisi F, Ben-Josef E. The use of proton therapy in the treatment of gastrointestinal cancers. Liver Cancer Journal. 2014;20:371–7. Dionisi F, Ben-Josef E. The use of proton therapy in the treatment of gastrointestinal cancers. Liver Cancer Journal. 2014;20:371–7.
7.
go back to reference Langendijk JA, Lambin P, De Ruysscher D, Widder J, Bos M, Verheij M. Selection of patients for radiotherapy with protons aiming at reduction of side effects: the model-based approach. Radiother Oncol. 2013;107:267–73.CrossRef Langendijk JA, Lambin P, De Ruysscher D, Widder J, Bos M, Verheij M. Selection of patients for radiotherapy with protons aiming at reduction of side effects: the model-based approach. Radiother Oncol. 2013;107:267–73.CrossRef
8.
go back to reference Mondlane G, Gubanski M, Lind P, Henry T, Ureba A, Siegbahn A. Dosimetric comparison of plans for photon- or proton-beam based radiosurgery of liver metastases. Int J Part Ther. 2016;3:277–84.CrossRef Mondlane G, Gubanski M, Lind P, Henry T, Ureba A, Siegbahn A. Dosimetric comparison of plans for photon- or proton-beam based radiosurgery of liver metastases. Int J Part Ther. 2016;3:277–84.CrossRef
10.
go back to reference ICRU. ICRU report 62. Prescribing, recording, and reporting photon beam therapy (supplement to ICRU report 50). Bethesda, Maryland: Oxford University Press; 1999. ICRU. ICRU report 62. Prescribing, recording, and reporting photon beam therapy (supplement to ICRU report 50). Bethesda, Maryland: Oxford University Press; 1999.
13.
go back to reference Widder J, van Der Schaaf A, Lambin P, Marijnen CAM, Pignol J-P, Rasch CR, et al. The quest for evidence for proton therapy: model-based approach and precision medicine. Int J Radiat Oncol Biol Phys. 2016;95:30–6.CrossRef Widder J, van Der Schaaf A, Lambin P, Marijnen CAM, Pignol J-P, Rasch CR, et al. The quest for evidence for proton therapy: model-based approach and precision medicine. Int J Radiat Oncol Biol Phys. 2016;95:30–6.CrossRef
14.
go back to reference Marks LB, Yorke ED, Jackson A, Ten Haken RK, Constine LS, Eisbruch A, et al. Use of Normal tissue complication probability models in the clinic. Int J Radiat Oncol Biol Phys. 2010;76:S10–9.CrossRef Marks LB, Yorke ED, Jackson A, Ten Haken RK, Constine LS, Eisbruch A, et al. Use of Normal tissue complication probability models in the clinic. Int J Radiat Oncol Biol Phys. 2010;76:S10–9.CrossRef
15.
go back to reference Schulz RA, Huntzinger C, Blacksbburg S, Rosenzweig K. Stereotactic body radiation therapy (SBRT) for early-stage primary liver cancer (HCC). Appl Rad Oncol. 2013:12–8. Schulz RA, Huntzinger C, Blacksbburg S, Rosenzweig K. Stereotactic body radiation therapy (SBRT) for early-stage primary liver cancer (HCC). Appl Rad Oncol. 2013:12–8.
17.
go back to reference Liu E, Stenmark MH, Schipper MJ, Balter JM, Kessler ML, Caoili EM, et al. Stereotactic body radiation therapy for primary and metastatic liver tumors. Transl Oncol. 2013;6:442–6.CrossRef Liu E, Stenmark MH, Schipper MJ, Balter JM, Kessler ML, Caoili EM, et al. Stereotactic body radiation therapy for primary and metastatic liver tumors. Transl Oncol. 2013;6:442–6.CrossRef
20.
go back to reference Li H, Zhang X, Park P, Liu W, Chang J, Liao Z, et al. Robust optimization in intensity-modulated proton therapy to account for anatomy changes in lung cancer patients. Radiother Oncol. 2015;114:367–72.CrossRef Li H, Zhang X, Park P, Liu W, Chang J, Liao Z, et al. Robust optimization in intensity-modulated proton therapy to account for anatomy changes in lung cancer patients. Radiother Oncol. 2015;114:367–72.CrossRef
22.
go back to reference Bert C, Durante M. Motion in radiotherapy: particle therapy. Phys Med Biol. 2011;56:R113–44.CrossRef Bert C, Durante M. Motion in radiotherapy: particle therapy. Phys Med Biol. 2011;56:R113–44.CrossRef
23.
go back to reference Tommasino F, Durante M, D’Avino V, Liuzzi R, Conson M, Farace P, et al. Model-based approach for quantitative estimates of skin, heart, and lung toxicity risk for left-side photon and proton irradiation after breast-conserving surgery. Acta Oncol (Madr). 2017;:1–7. Tommasino F, Durante M, D’Avino V, Liuzzi R, Conson M, Farace P, et al. Model-based approach for quantitative estimates of skin, heart, and lung toxicity risk for left-side photon and proton irradiation after breast-conserving surgery. Acta Oncol (Madr). 2017;:1–7.
24.
go back to reference Widesott L, Pierelli A, Fiorino C, Lomax AJ, Amichetti M, Cozzarini C, et al. Helical Tomotherapy vs. intensity-modulated proton therapy for whole pelvis irradiation in high-risk prostate Cancer patients: Dosimetric, Normal tissue complication probability, and generalized equivalent uniform dose analysis. Int J Radiat Oncol Biol Phys. 2011;80:1589–600.CrossRef Widesott L, Pierelli A, Fiorino C, Lomax AJ, Amichetti M, Cozzarini C, et al. Helical Tomotherapy vs. intensity-modulated proton therapy for whole pelvis irradiation in high-risk prostate Cancer patients: Dosimetric, Normal tissue complication probability, and generalized equivalent uniform dose analysis. Int J Radiat Oncol Biol Phys. 2011;80:1589–600.CrossRef
25.
go back to reference Jakobi A, Bandurska-Luque A, Stützer K, Haase R, Löck S, Wack L-J, et al. Identification of patient benefit from proton therapy for advanced head and neck Cancer patients based on individual and subgroup Normal tissue complication probability analysis. Int J Radiat Oncol Biol Phys. 2015;92:1165–74.CrossRef Jakobi A, Bandurska-Luque A, Stützer K, Haase R, Löck S, Wack L-J, et al. Identification of patient benefit from proton therapy for advanced head and neck Cancer patients based on individual and subgroup Normal tissue complication probability analysis. Int J Radiat Oncol Biol Phys. 2015;92:1165–74.CrossRef
33.
go back to reference Burman C, Kutcher GJ, Emami B, Goitein M. Fitting of normal tissue tolerance data to an analytic function. Int J Radiat Oncol Biol Phys. 1991;21:123–35.CrossRef Burman C, Kutcher GJ, Emami B, Goitein M. Fitting of normal tissue tolerance data to an analytic function. Int J Radiat Oncol Biol Phys. 1991;21:123–35.CrossRef
Metadata
Title
Estimation of the risk for radiation-induced liver disease following photon- or proton-beam radiosurgery of liver metastases
Authors
Gracinda Mondlane
Ana Ureba
Michael Gubanski
P A Lind
Albert Siegbahn
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Radiation Oncology / Issue 1/2018
Electronic ISSN: 1748-717X
DOI
https://doi.org/10.1186/s13014-018-1151-6

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