Risk-adaptive volumetric modulated arc therapy using biological objective functions for subvolume boosting in radiotherapy

Nicholas Hardcastle, Wolfgang A. Tome

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

Objectives. Simultaneous integrated boost (SIB) for prostate cancer allows increases in tumor control probability while respecting normal tissue dose constraints. Biological optimization functions that optimize based on treatment outcome can be used to create SIB prostate plans. This study investigates the feasibility of biologically optimized volumetric modulated arc therapy (VMAT) for SIB prostate radiotherapy. Methods. Five prostate cancer patients with diffusion-weighted MR images were selected for analysis. A two-step VMAT optimization was performed, which consisted of an initial biological optimization of a static gantry angle delivery followed by conversion of the static delivery to a single arc VMAT plan. A dosimetric analysis was performed on the resulting plans. Results. The VMAT plans resulted in a EUD between the prostate and the boost volume of between 15.1Gy and 20.3Gy. Rectal volumes receiving 75.6Gy ranged from 4.5 to 9.9. Expected rectal normal tissue complication probabilities were between 8.6 and 21.4. Maximum bladder doses ranged from 73.6Gy to 75.8Gy. Estimated treatment time was 120 s or less. Conclusions. The presented biological optimization method resulted in deliverable VMAT plans that achieved sufficient modulation for SIB without violating rectal and bladder dose constraints. Advances in knowledge. This study presents a method for creating simultaneous integrated boost VMAT treatments using biological outcome objective functions.

Original languageEnglish (US)
Article number348471
JournalComputational and Mathematical Methods in Medicine
Volume2012
DOIs
StatePublished - 2012

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Intensity-Modulated Radiotherapy
Radiotherapy
Boosting
Therapy
Arc of a curve
Objective function
Prostate
Dose
Tissue
Prostate Cancer
Prostatic Neoplasms
Urinary Bladder
Tumors
Modulation
Feasibility Studies
Optimization
Function Optimization
Complications
Optimization Methods
Tumor

ASJC Scopus subject areas

  • Applied Mathematics
  • Modeling and Simulation
  • Biochemistry, Genetics and Molecular Biology(all)
  • Medicine(all)
  • Immunology and Microbiology(all)

Cite this

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title = "Risk-adaptive volumetric modulated arc therapy using biological objective functions for subvolume boosting in radiotherapy",
abstract = "Objectives. Simultaneous integrated boost (SIB) for prostate cancer allows increases in tumor control probability while respecting normal tissue dose constraints. Biological optimization functions that optimize based on treatment outcome can be used to create SIB prostate plans. This study investigates the feasibility of biologically optimized volumetric modulated arc therapy (VMAT) for SIB prostate radiotherapy. Methods. Five prostate cancer patients with diffusion-weighted MR images were selected for analysis. A two-step VMAT optimization was performed, which consisted of an initial biological optimization of a static gantry angle delivery followed by conversion of the static delivery to a single arc VMAT plan. A dosimetric analysis was performed on the resulting plans. Results. The VMAT plans resulted in a EUD between the prostate and the boost volume of between 15.1Gy and 20.3Gy. Rectal volumes receiving 75.6Gy ranged from 4.5 to 9.9. Expected rectal normal tissue complication probabilities were between 8.6 and 21.4. Maximum bladder doses ranged from 73.6Gy to 75.8Gy. Estimated treatment time was 120 s or less. Conclusions. The presented biological optimization method resulted in deliverable VMAT plans that achieved sufficient modulation for SIB without violating rectal and bladder dose constraints. Advances in knowledge. This study presents a method for creating simultaneous integrated boost VMAT treatments using biological outcome objective functions.",
author = "Nicholas Hardcastle and Tome, {Wolfgang A.}",
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