Selective robust optimization: A new intensity-modulated proton therapy optimization strategy

Yupeng Li, Perttu Niemela, Li Liao, Shengpeng Jiang, Heng Li, Falk Poenisch, X. Ronald Zhu, Sami Siljamaki, Reynald Vanderstraeten, Narayan Sahoo, Michael Gillin, Xiaodong Zhang

Research output: Contribution to journalArticle

Abstract

Purpose: To develop a new robust optimization strategy for intensity-modulated proton therapy as an important step in translating robust proton treatment planning from research to clinical applications. Methods: In selective robust optimization, a worst-case-based robust optimization algorithm is extended, and terms of the objective function are selectively computed from either the worst-case dose or the nominal dose. Two lung cancer cases and one head and neck cancer case were used to demonstrate the practical significance of the proposed robust planning strategy. The lung cancer cases had minimal tumor motion less than 5 mm, and, for the demonstration of the methodology, are assumed to be static. Results: Selective robust optimization achieved robust clinical target volume (CTV) coverage and at the same time increased nominal planning target volume coverage to 95.8%, compared to the 84.6% coverage achieved with CTV-based robust optimization in one of the lung cases. In the other lung case, the maximum dose in selective robust optimization was lowered from a dose of 131.3% in the CTV-based robust optimization to 113.6%. Selective robust optimization provided robust CTV coverage in the head and neck case, and at the same time improved controls over isodose distribution so that clinical requirements may be readily met. Conclusions: Selective robust optimization may provide the flexibility and capability necessary for meeting various clinical requirements in addition to achieving the required plan robustness in practical proton treatment planning settings.

Original languageEnglish (US)
Pages (from-to)4840-4847
Number of pages8
JournalMedical physics
Volume42
Issue number8
DOIs
StatePublished - Aug 1 2015
Externally publishedYes

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Keywords

  • IMPT
  • PTV
  • robust optimization
  • selective

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging

Cite this

Li, Y., Niemela, P., Liao, L., Jiang, S., Li, H., Poenisch, F., Zhu, X. R., Siljamaki, S., Vanderstraeten, R., Sahoo, N., Gillin, M., & Zhang, X. (2015). Selective robust optimization: A new intensity-modulated proton therapy optimization strategy. Medical physics, 42(8), 4840-4847. https://doi.org/10.1118/1.4923171