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Published in: Radiation Oncology 1/2012

Open Access 01-12-2012 | Research

Evaluation of heterogeneity dose distributions for Stereotactic Radiotherapy (SRT): comparison of commercially available Monte Carlo dose calculation with other algorithms

Authors: Wataru Takahashi, Hideomi Yamashita, Naoya Saotome, Yoshio Iwai, Akira Sakumi, Akihiro Haga, Keiichi Nakagawa

Published in: Radiation Oncology | Issue 1/2012

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Abstract

Background

The purpose of this study was to compare dose distributions from three different algorithms with the x-ray Voxel Monte Carlo (XVMC) calculations, in actual computed tomography (CT) scans for use in stereotactic radiotherapy (SRT) of small lung cancers.

Methods

Slow CT scan of 20 patients was performed and the internal target volume (ITV) was delineated on Pinnacle3. All plans were first calculated with a scatter homogeneous mode (SHM) which is compatible with Clarkson algorithm using Pinnacle3 treatment planning system (TPS). The planned dose was 48 Gy in 4 fractions. In a second step, the CT images, structures and beam data were exported to other treatment planning systems (TPSs). Collapsed cone convolution (CCC) from Pinnacle3, superposition (SP) from XiO, and XVMC from Monaco were used for recalculating. The dose distributions and the Dose Volume Histograms (DVHs) were compared with each other.

Results

The phantom test revealed that all algorithms could reproduce the measured data within 1% except for the SHM with inhomogeneous phantom. For the patient study, the SHM greatly overestimated the isocenter (IC) doses and the minimal dose received by 95% of the PTV (PTV95) compared to XVMC. The differences in mean doses were 2.96 Gy (6.17%) for IC and 5.02 Gy (11.18%) for PTV95. The DVH's and dose distributions with CCC and SP were in agreement with those obtained by XVMC. The average differences in IC doses between CCC and XVMC, and SP and XVMC were -1.14% (p = 0.17), and -2.67% (p = 0.0036), respectively.

Conclusions

Our work clearly confirms that the actual practice of relying solely on a Clarkson algorithm may be inappropriate for SRT planning. Meanwhile, CCC and SP were close to XVMC simulations and actual dose distributions obtained in lung SRT.
Appendix
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Literature
1.
go back to reference Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin 2011,61(2):69-90. Epub 2011 Feb 4 10.3322/caac.20107CrossRefPubMed Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin 2011,61(2):69-90. Epub 2011 Feb 4 10.3322/caac.20107CrossRefPubMed
2.
go back to reference Matsuo Y, Shibuya K, Nagata Y, Takayama K, Norihisa Y, Mizowaki T, Narabayashi M, Sakanaka K, Hiraoka M: Prognostic Factors in Stereotactic Body Radiotherapy for Non-Small-Cell Lung Cancer. Int J Radiat Oncol Biol Phys 2010. Epub 2010 May 14 Matsuo Y, Shibuya K, Nagata Y, Takayama K, Norihisa Y, Mizowaki T, Narabayashi M, Sakanaka K, Hiraoka M: Prognostic Factors in Stereotactic Body Radiotherapy for Non-Small-Cell Lung Cancer. Int J Radiat Oncol Biol Phys 2010. Epub 2010 May 14
3.
go back to reference Baumann P, Nyman J, Hoyer M, Wennberg B, Gagliardi G, Lax I, Drugge N, Ekberg L, Friesland S, Johansson KA, Lund JA, Morhed E, Nilsson K, Levin N, Paludan M, Sederholm C, Traberg A, Wittgren L, Lewensohn R: Outcome in a prospective phase II trial of medically inoperable stage I non-small-cell lung cancer patients treated with stereotactic body radiotherapy. J Clin Oncol 2009,27(20):3290-6. Epub 2009 May 4 10.1200/JCO.2008.21.5681CrossRefPubMed Baumann P, Nyman J, Hoyer M, Wennberg B, Gagliardi G, Lax I, Drugge N, Ekberg L, Friesland S, Johansson KA, Lund JA, Morhed E, Nilsson K, Levin N, Paludan M, Sederholm C, Traberg A, Wittgren L, Lewensohn R: Outcome in a prospective phase II trial of medically inoperable stage I non-small-cell lung cancer patients treated with stereotactic body radiotherapy. J Clin Oncol 2009,27(20):3290-6. Epub 2009 May 4 10.1200/JCO.2008.21.5681CrossRefPubMed
4.
go back to reference Herman Tde L, Gabrish H, Herman TS, Vlachaki MT, Ahmad S: Impact of tissue heterogeneity corrections in stereotactic body radiation therapy treatment plans for lung cancer. J Med Phys 2010,35(3):170-3. 10.4103/0971-6203.62133CrossRefPubMed Herman Tde L, Gabrish H, Herman TS, Vlachaki MT, Ahmad S: Impact of tissue heterogeneity corrections in stereotactic body radiation therapy treatment plans for lung cancer. J Med Phys 2010,35(3):170-3. 10.4103/0971-6203.62133CrossRefPubMed
5.
go back to reference Chang D, Liu C, Dempsey JF, Palta JR, Kopea J, Louis D, Morris C, Chopra R, Olivier KR: Predicting changes in dose distribution to tumor and normal tissue when correcting for heterogeneity in radiotherapy for lung cancer. Am J Clin Oncol 2007,30(1):57-62. 10.1097/01.coc.0000251222.36417.3bCrossRefPubMed Chang D, Liu C, Dempsey JF, Palta JR, Kopea J, Louis D, Morris C, Chopra R, Olivier KR: Predicting changes in dose distribution to tumor and normal tissue when correcting for heterogeneity in radiotherapy for lung cancer. Am J Clin Oncol 2007,30(1):57-62. 10.1097/01.coc.0000251222.36417.3bCrossRefPubMed
6.
go back to reference Hiraoka M, Ishikura S: A Japan clinical oncology group trial for stereotactic body radiation therapy of non-small cell lung cancer. J Thorac Oncol 2007,2(7 Suppl 3):S115-7.CrossRefPubMed Hiraoka M, Ishikura S: A Japan clinical oncology group trial for stereotactic body radiation therapy of non-small cell lung cancer. J Thorac Oncol 2007,2(7 Suppl 3):S115-7.CrossRefPubMed
7.
go back to reference Knoos T, Ahnesjo A, Nilsson P, Weber L: Limitations of a pencil beam approach to photon dose calculations in lung tissue. Phys Med Biol 1995, 40: 1411-1420. 10.1088/0031-9155/40/9/002CrossRefPubMed Knoos T, Ahnesjo A, Nilsson P, Weber L: Limitations of a pencil beam approach to photon dose calculations in lung tissue. Phys Med Biol 1995, 40: 1411-1420. 10.1088/0031-9155/40/9/002CrossRefPubMed
8.
go back to reference Aarup LR, Nahum AE, Zacharatou C, Juhler-Nøttrup T, Knöös T, Nyström H, Specht L, Wieslander E, Korreman SS: The effect of different lung densities on the accuracy of various radiotherapy dose calculationmethods: implications for tumour coverage. Radiother Oncol 2009,91(3):405-14. Epub 2009, 16 10.1016/j.radonc.2009.01.008CrossRefPubMed Aarup LR, Nahum AE, Zacharatou C, Juhler-Nøttrup T, Knöös T, Nyström H, Specht L, Wieslander E, Korreman SS: The effect of different lung densities on the accuracy of various radiotherapy dose calculationmethods: implications for tumour coverage. Radiother Oncol 2009,91(3):405-14. Epub 2009, 16 10.1016/j.radonc.2009.01.008CrossRefPubMed
9.
go back to reference Dobler B, Walter C, Knopf A, Fabri D, Loeschel R, Polednik M, Schneider F, Wenz F, Lohr F: Optimization of extracranial stereotactic radiation therapy of small lung lesions using accurate dose calculation algorithms. Radiat Oncol 2006, 1: 45. 10.1186/1748-717X-1-45PubMedCentralCrossRefPubMed Dobler B, Walter C, Knopf A, Fabri D, Loeschel R, Polednik M, Schneider F, Wenz F, Lohr F: Optimization of extracranial stereotactic radiation therapy of small lung lesions using accurate dose calculation algorithms. Radiat Oncol 2006, 1: 45. 10.1186/1748-717X-1-45PubMedCentralCrossRefPubMed
10.
go back to reference Fotina I, Winkler P, Künzler T, Reiterer J, Simmat I, Georg D: Advanced kernel methods vs. Monte Carlo-based dose calculation for high energy photon beams. Radiother Oncol 2009,93(3):645-53. Epub 2009 Nov 18 10.1016/j.radonc.2009.10.013CrossRefPubMed Fotina I, Winkler P, Künzler T, Reiterer J, Simmat I, Georg D: Advanced kernel methods vs. Monte Carlo-based dose calculation for high energy photon beams. Radiother Oncol 2009,93(3):645-53. Epub 2009 Nov 18 10.1016/j.radonc.2009.10.013CrossRefPubMed
11.
go back to reference Koelbl O, Krieger T, Haedinger U, Sauer O, Flentje M: Influence of Calculation Algorithm on Dose Distribution in Irradiation of Non-Small Cell Lung Cancer (NSCLC) Collapsed Cone Versus Pencil Beam. Strahlenther Onkol 2004, 180: 783-788. 10.1007/s00066-004-1268-4CrossRefPubMed Koelbl O, Krieger T, Haedinger U, Sauer O, Flentje M: Influence of Calculation Algorithm on Dose Distribution in Irradiation of Non-Small Cell Lung Cancer (NSCLC) Collapsed Cone Versus Pencil Beam. Strahlenther Onkol 2004, 180: 783-788. 10.1007/s00066-004-1268-4CrossRefPubMed
12.
go back to reference Fragoso M, Wen N, Kumar S, Liu D, Ryu S, Movsas B, Munther A, Chetty IJ: Dosimetric verification and clinical evaluation of a new commercially available Monte Carlo-based dose algorithm for application in stereotactic body radiation therapy (SBRT) treatment planning. Phys Med Biol 2010,55(16):4445-64. Epub 2010 10.1088/0031-9155/55/16/S02CrossRefPubMed Fragoso M, Wen N, Kumar S, Liu D, Ryu S, Movsas B, Munther A, Chetty IJ: Dosimetric verification and clinical evaluation of a new commercially available Monte Carlo-based dose algorithm for application in stereotactic body radiation therapy (SBRT) treatment planning. Phys Med Biol 2010,55(16):4445-64. Epub 2010 10.1088/0031-9155/55/16/S02CrossRefPubMed
13.
go back to reference Wulf J, Hädinger U, Oppitz U, Olshausen B, Flentje M: Stereotactic radiotherapy of extracranial targets: CT-simulation and accuracy of treatment in the stereotactic body frame. Radiother Oncol 2000,57(2):225-36. 10.1016/S0167-8140(00)00226-7CrossRefPubMed Wulf J, Hädinger U, Oppitz U, Olshausen B, Flentje M: Stereotactic radiotherapy of extracranial targets: CT-simulation and accuracy of treatment in the stereotactic body frame. Radiother Oncol 2000,57(2):225-36. 10.1016/S0167-8140(00)00226-7CrossRefPubMed
14.
go back to reference Takeda A, Kunieda E, Shigematsu N, Hossain DM, Kawase T, Ohashi T, Fukada J, Kawaguchi O, Uematsu M, Takeda T, Takemasa K, Takahashi T, Kubo A: Small lung tumors: long-scan-time CT for planning of hypofractionated stereotactic radiation therapy--initial findings. Radiology 2005,237(1):295-300. Epub 2005 Aug 18 10.1148/radiol.2371032102CrossRefPubMed Takeda A, Kunieda E, Shigematsu N, Hossain DM, Kawase T, Ohashi T, Fukada J, Kawaguchi O, Uematsu M, Takeda T, Takemasa K, Takahashi T, Kubo A: Small lung tumors: long-scan-time CT for planning of hypofractionated stereotactic radiation therapy--initial findings. Radiology 2005,237(1):295-300. Epub 2005 Aug 18 10.1148/radiol.2371032102CrossRefPubMed
15.
go back to reference Ahnesjö A: Collapsed cone convolution of radiant energy for photon dose calculation in heterogeneous media. Med Phys 1989, 16: 577-92. 10.1118/1.596360CrossRefPubMed Ahnesjö A: Collapsed cone convolution of radiant energy for photon dose calculation in heterogeneous media. Med Phys 1989, 16: 577-92. 10.1118/1.596360CrossRefPubMed
16.
go back to reference Yamashita H, Nakagawa K, Nakamura N, Koyanagi H, Tago M, Igaki H, Shiraishi K, Sasano N, Ohtomo K: Exceptionally high incidence of symptomatic grade2–5radiation pneumonitis after stereotactic radiation therapy for lung tumors. Radiat Oncol 2007, 2: 21. 10.1186/1748-717X-2-21PubMedCentralCrossRefPubMed Yamashita H, Nakagawa K, Nakamura N, Koyanagi H, Tago M, Igaki H, Shiraishi K, Sasano N, Ohtomo K: Exceptionally high incidence of symptomatic grade2–5radiation pneumonitis after stereotactic radiation therapy for lung tumors. Radiat Oncol 2007, 2: 21. 10.1186/1748-717X-2-21PubMedCentralCrossRefPubMed
17.
go back to reference Mackie TR, Bielajew AF, Rogers DW, Battista JJ: Generation of photon energy deposition kernels using the EGS Monte Carlo code. Phys Med Biol 1988,33(1):1-20. 10.1088/0031-9155/33/1/001CrossRefPubMed Mackie TR, Bielajew AF, Rogers DW, Battista JJ: Generation of photon energy deposition kernels using the EGS Monte Carlo code. Phys Med Biol 1988,33(1):1-20. 10.1088/0031-9155/33/1/001CrossRefPubMed
18.
go back to reference Miften MM, Beavis AW, Marks LB: Influence of dose calculation model on treatment plan evaluation in conformal radiotherapy: a three-case study. Med Dosim 2002,27(1):51-7. 10.1016/S0958-3947(02)00088-2CrossRefPubMed Miften MM, Beavis AW, Marks LB: Influence of dose calculation model on treatment plan evaluation in conformal radiotherapy: a three-case study. Med Dosim 2002,27(1):51-7. 10.1016/S0958-3947(02)00088-2CrossRefPubMed
19.
go back to reference Kawrakow I, Fippel M, Friedrich K: 3D electron dose calculation using a Voxel based Monte Carlo algorithm (VMC). Med Phys 1996,23(4):445-57. 10.1118/1.597673CrossRefPubMed Kawrakow I, Fippel M, Friedrich K: 3D electron dose calculation using a Voxel based Monte Carlo algorithm (VMC). Med Phys 1996,23(4):445-57. 10.1118/1.597673CrossRefPubMed
20.
go back to reference Fippel M, Laub W, Huber B, Nüsslin F: Experimental investigation of a fast Monte Carlo photon beam dose calculation algorithm. Phys Med Biol 1999,44(12):3039-54. 10.1088/0031-9155/44/12/313CrossRefPubMed Fippel M, Laub W, Huber B, Nüsslin F: Experimental investigation of a fast Monte Carlo photon beam dose calculation algorithm. Phys Med Biol 1999,44(12):3039-54. 10.1088/0031-9155/44/12/313CrossRefPubMed
21.
go back to reference Fotina I, Kragl G, Kroupa B, Trausmuth R, Georg D: Clinical comparison of dose calculation using the enhanced collapsed cone algorithm vs. a new Monte Carlo algorithm. Strahlenther Onkol 2011,187(7):433-41. Epub 2011 Jun 27 10.1007/s00066-011-2215-9CrossRefPubMed Fotina I, Kragl G, Kroupa B, Trausmuth R, Georg D: Clinical comparison of dose calculation using the enhanced collapsed cone algorithm vs. a new Monte Carlo algorithm. Strahlenther Onkol 2011,187(7):433-41. Epub 2011 Jun 27 10.1007/s00066-011-2215-9CrossRefPubMed
22.
go back to reference Fippel M, Nüsslin F: Foundations of the Monte Carlo method for dose calculation in radiotherapy. Z Med Phys 2001,11(2):73-82.CrossRefPubMed Fippel M, Nüsslin F: Foundations of the Monte Carlo method for dose calculation in radiotherapy. Z Med Phys 2001,11(2):73-82.CrossRefPubMed
23.
go back to reference Fogliata A, Vanetti E, Albers D, Brink C, Clivio A, Knöös T, Nicolini G, Cozzi L: On the dosimetric behaviour of photon dose calculation algorithms in the presence of simple geometric heterogeneities: comparison with Monte Carlo calculations. Phys Med Biol 2007,52(5):1363-85. Epub 2007 Feb 8 10.1088/0031-9155/52/5/011CrossRefPubMed Fogliata A, Vanetti E, Albers D, Brink C, Clivio A, Knöös T, Nicolini G, Cozzi L: On the dosimetric behaviour of photon dose calculation algorithms in the presence of simple geometric heterogeneities: comparison with Monte Carlo calculations. Phys Med Biol 2007,52(5):1363-85. Epub 2007 Feb 8 10.1088/0031-9155/52/5/011CrossRefPubMed
24.
go back to reference Panettieri V, Wennberg B, Gagliardi G, Duch MA, Ginjaume M, Lax I: SBRT of lung tumours: Monte Carlo simulation with PENELOPE of dose distributions including respiratory motion and comparison with different treatment planning systems. Phys Med Biol 2007,52(14):4265-81. 10.1088/0031-9155/52/14/016CrossRefPubMed Panettieri V, Wennberg B, Gagliardi G, Duch MA, Ginjaume M, Lax I: SBRT of lung tumours: Monte Carlo simulation with PENELOPE of dose distributions including respiratory motion and comparison with different treatment planning systems. Phys Med Biol 2007,52(14):4265-81. 10.1088/0031-9155/52/14/016CrossRefPubMed
25.
go back to reference Chen H, Lohr F, Fritz P, Wenz F, Dobler B, Lorenz F, Mühlnickel W: Stereotactic, single-dose irradiation of lung tumors: a comparison of absolute dose and dose distribution between pencil beam and Monte Carlo algorithms based on actual patient CT scans. Int J Radiat Oncol Biol Phys 2010,78(3):955-63. Epub 2010 Feb 18 10.1016/j.ijrobp.2009.08.012CrossRefPubMed Chen H, Lohr F, Fritz P, Wenz F, Dobler B, Lorenz F, Mühlnickel W: Stereotactic, single-dose irradiation of lung tumors: a comparison of absolute dose and dose distribution between pencil beam and Monte Carlo algorithms based on actual patient CT scans. Int J Radiat Oncol Biol Phys 2010,78(3):955-63. Epub 2010 Feb 18 10.1016/j.ijrobp.2009.08.012CrossRefPubMed
Metadata
Title
Evaluation of heterogeneity dose distributions for Stereotactic Radiotherapy (SRT): comparison of commercially available Monte Carlo dose calculation with other algorithms
Authors
Wataru Takahashi
Hideomi Yamashita
Naoya Saotome
Yoshio Iwai
Akira Sakumi
Akihiro Haga
Keiichi Nakagawa
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Radiation Oncology / Issue 1/2012
Electronic ISSN: 1748-717X
DOI
https://doi.org/10.1186/1748-717X-7-20

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