Skip to main content
Top

2019 | OriginalPaper | Chapter

A Volumetric Delta TCP Tool to Quantify Treatment Outcome Effectiveness Based on Biological Parameters and Different Dose Distributions

Authors : Daniella Fabri, Araceli Gago-Arias, Teresa Guerrero-Urbano, Antonio Lopez-Medina, Beatriz Sanchez-Nieto

Published in: World Congress on Medical Physics and Biomedical Engineering 2018

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Intra-tumor variability of oxygenation and clonogenic cell density causes tumor non-uniform spatial response to radiation. Strategies like dose redistribution/boosting, whose impact should be quantified in terms of tumor control probability (TCP), have been proposed to improve treatment outcome. In 1999, Sánchez-Nieto et al. developed a tool to evaluate the impact of dose distribution inhomogeneities, compared to a reference homogeneous dose distribution, in terms of TCP. DVH data were used to calculate the so-called ∆TCP, defined as the difference in TCP arising from dose variations in individual DVH-bins. In this work, we develop an open source tool to calculate volumetric ∆TCP and evaluate the impact on TCP of: (i) Spatial dose distribution variations with respect to a reference dose; (ii) Spatial radiosensitivity variations with respect to a reference radiosensitivity; (iii) Simultaneous variation in dose distribution and radiosensitivity. ∆TCP calculations can be evaluated voxel-by-voxel, or in a user defined subvolume basis. The tool capabilities are shown with 2 examples of H&N RT treatments and subvolume contours data providing information about tumor oxygenation status. ΔTCP values are computed for a homogeneous dose to a well oxygenated tumor volume (with a homogeneous 5% vascular fraction), as reference condition, with respect to the same dose now considering 3 oxygenation levels and 3 cell density values (104, 106 and 107 cells/mm3, respectively). ΔTCP values are also computed for the comparison of a homogenous dose distribution vs a redistributed dose distribution delivered to the non-homogeneous tumor.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Bentzen, SM. Theragnostic imaging for radiation oncology: Dose-painting by numbers. Lancet Oncol. 6, 112–117 (2005). Bentzen, SM. Theragnostic imaging for radiation oncology: Dose-painting by numbers. Lancet Oncol. 6, 112–117 (2005).
2.
go back to reference Lee, N. Y., and Le, Q-T.: New developments in radiation therapy for head and neck cancer: Intensity modulated radiation therapy and hypoxia targeting. Seminars in Oncology 35(3): 236–250 (2008). Lee, N. Y., and Le, Q-T.: New developments in radiation therapy for head and neck cancer: Intensity modulated radiation therapy and hypoxia targeting. Seminars in Oncology 35(3): 236–250 (2008).
3.
go back to reference Okunieff, P., de Bie, J., Dunphy, EP., Terris, DJ., Höckel, M.: Oxygen distributions partly explain the radiation response of human squamous cell carcinomas. British Journal of Cancer. 74,185–190 (1996). Okunieff, P., de Bie, J., Dunphy, EP., Terris, DJ., Höckel, M.: Oxygen distributions partly explain the radiation response of human squamous cell carcinomas. British Journal of Cancer. 74,185–190 (1996).
4.
go back to reference Briztel, DM. Sibley, GS. Prosnitz, LR. Scher, RL. and Dewhirst, MW.: Tumor hypoxia adversely affects the prognosis of carcinoma of the head and neck. Int.J.Radiat.Oncol.Biol.Phys. 38, 285–289 (1997). Briztel, DM. Sibley, GS. Prosnitz, LR. Scher, RL. and Dewhirst, MW.: Tumor hypoxia adversely affects the prognosis of carcinoma of the head and neck. Int.J.Radiat.Oncol.Biol.Phys. 38, 285–289 (1997).
5.
go back to reference Brizel, DM.: Targeting the future in head and neck cancer. The lancet oncology;10, 204–205 (2009). Brizel, DM.: Targeting the future in head and neck cancer. The lancet oncology;10, 204–205 (2009).
6.
go back to reference Nordsmark, M., Bentzen, SM., Rudat, V. et al: Prognosis value of tumor oxygenation in 397 head and neck tumors after primary radiation therapy. An international multicenter study. Radiother. Oncol.77,18–24 (2005). Nordsmark, M., Bentzen, SM., Rudat, V. et al: Prognosis value of tumor oxygenation in 397 head and neck tumors after primary radiation therapy. An international multicenter study. Radiother. Oncol.77,18–24 (2005).
7.
go back to reference Nutting, C M. Corbishley, C M. Sanchez-Nieto, B. Cosgrove, V P. Webb, S. Dearnaley, D P: Potential im-provements in the therapeutic ratio of prostate cancer irradiation: dose escalation of pathologically identified tumour nodules using intensity modulated radio-therapy. The British Journal of Radiology, 75, 151–161 (2002). Nutting, C M. Corbishley, C M. Sanchez-Nieto, B. Cosgrove, V P. Webb, S. Dearnaley, D P: Potential im-provements in the therapeutic ratio of prostate cancer irradiation: dose escalation of pathologically identified tumour nodules using intensity modulated radio-therapy. The British Journal of Radiology, 75, 151–161 (2002).
8.
go back to reference Sanchez-Nieto, B. Nahum, A. E.: The delta-TCP concept: a clinically useful measure of tumor control probability. Int. J. Radiation Oncology Biol. Phys., Vol. 44, No. 2, pp. 369–380, (1999). Sanchez-Nieto, B. Nahum, A. E.: The delta-TCP concept: a clinically useful measure of tumor control probability. Int. J. Radiation Oncology Biol. Phys., Vol. 44, No. 2, pp. 369–380, (1999).
9.
go back to reference Espinoza, I. Peschke, P. Karger, CP: A model to simulate the oxygen distribution in hypoxic tumors for different vascular architectures. Med Phys. 40(8):081703(2013). Espinoza, I. Peschke, P. Karger, CP: A model to simulate the oxygen distribution in hypoxic tumors for different vascular architectures. Med Phys. 40(8):081703(2013).
10.
go back to reference Wouters B G and Brown J M: Cells at intermediate oxygen levels can be more important than the ‘hypoxic fraction’ in determining tumor response to fractionated radiotherapy. Radiat. Res.147, 541–50 (1997). Wouters B G and Brown J M: Cells at intermediate oxygen levels can be more important than the ‘hypoxic fraction’ in determining tumor response to fractionated radiotherapy. Radiat. Res.147, 541–50 (1997).
11.
go back to reference Michaelidou, A., et al.: PO-0609: 18F-FDG-PET in Guiding Dose-painting with IMRT in Oropharyngeal Tumours (FiGaRO)-Early Results. Radiother. and Oncol. 123 S318 (2017). Michaelidou, A., et al.: PO-0609: 18F-FDG-PET in Guiding Dose-painting with IMRT in Oropharyngeal Tumours (FiGaRO)-Early Results. Radiother. and Oncol. 123 S318 (2017).
12.
go back to reference Mönnich, D. Troost, E. G. Kaanders, J. H. Oyen, W. J. Alber, M. Thorwarth, D: Modelling and simulation of [18F]fluoromisonidazole dynamics based on histology-derived microvessel maps. Phys. Med. Biol. 56, 2045–2057(2011). Mönnich, D. Troost, E. G. Kaanders, J. H. Oyen, W. J. Alber, M. Thorwarth, D: Modelling and simulation of [18F]fluoromisonidazole dynamics based on histology-derived microvessel maps. Phys. Med. Biol. 56, 2045–2057(2011).
13.
go back to reference Webb, S. Nahum, AE: A model for calculating tumour control probability in radiotherapy including the effects of inhomogeneous distributions of dose and clonogenic cell density. Phys Med Biol. Jun;38(6):653–66 (1993). Webb, S. Nahum, AE: A model for calculating tumour control probability in radiotherapy including the effects of inhomogeneous distributions of dose and clonogenic cell density. Phys Med Biol. Jun;38(6):653–66 (1993).
14.
go back to reference Del Monte, U. Does the cell number 109 still really fit one gram of tumor tissue? Cell Cycle 8(3):505–6 (2009). Del Monte, U. Does the cell number 109 still really fit one gram of tumor tissue? Cell Cycle 8(3):505–6 (2009).
Metadata
Title
A Volumetric Delta TCP Tool to Quantify Treatment Outcome Effectiveness Based on Biological Parameters and Different Dose Distributions
Authors
Daniella Fabri
Araceli Gago-Arias
Teresa Guerrero-Urbano
Antonio Lopez-Medina
Beatriz Sanchez-Nieto
Copyright Year
2019
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-9023-3_124