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Impact of Spot Size and Spacing on the Quality of Robustly Optimized Intensity Modulated Proton Therapy Plans for Lung Cancer
- Source :
- International journal of radiation oncology, biology, physics. 101(2)
- Publication Year :
- 2017
-
Abstract
- Purpose To investigate how spot size and spacing affect plan quality, robustness, and interplay effects of robustly optimized intensity modulated proton therapy (IMPT) for lung cancer. Methods and Materials Two robustly optimized IMPT plans were created for 10 lung cancer patients: first by a large-spot machine with in-air energy-dependent large spot size at isocenter (σ: 6-15 mm) and spacing (1.3 σ), and second by a small-spot machine with in-air energy-dependent small spot size (σ: 2-6 mm) and spacing (5 mm). Both plans were generated by optimizing radiation dose to internal target volume on averaged 4-dimensional computed tomography scans using an in-house–developed IMPT planning system. The dose–volume histograms band method was used to evaluate plan robustness. Dose evaluation software was developed to model time-dependent spot delivery to incorporate interplay effects with randomized starting phases for each field per fraction. Patient anatomy voxels were mapped phase-to-phase via deformable image registration, and doses were scored using in-house–developed software. Dose–volume histogram indices, including internal target volume dose coverage, homogeneity, and organs at risk (OARs) sparing, were compared using the Wilcoxon signed-rank test. Results Compared with the large-spot machine, the small-spot machine resulted in significantly lower heart and esophagus mean doses, with comparable target dose coverage, homogeneity, and protection of other OARs. Plan robustness was comparable for targets and most OARs. With interplay effects considered, significantly lower heart and esophagus mean doses with comparable target dose coverage and homogeneity were observed using smaller spots. Conclusions Robust optimization with a small spot-machine significantly improves heart and esophagus sparing, with comparable plan robustness and interplay effects compared with robust optimization with a large-spot machine. A small-spot machine uses a larger number of spots to cover the same tumors compared with a large-spot machine, which gives the planning system more freedom to compensate for the higher sensitivity to uncertainties and interplay effects for lung cancer treatments.
- Subjects :
- Organs at Risk
Cancer Research
Lung Neoplasms
Wilcoxon signed-rank test
medicine.medical_treatment
Image registration
Radiotherapy Setup Errors
computer.software_genre
Statistics, Nonparametric
Article
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Esophagus
Voxel
Histogram
Carcinoma, Non-Small-Cell Lung
medicine
Proton Therapy
Humans
Radiology, Nuclear Medicine and imaging
Four-Dimensional Computed Tomography
Proton therapy
Lung
Radiation
business.industry
Radiotherapy Planning, Computer-Assisted
Uncertainty
Isocenter
Heart
Radiotherapy Dosage
Radiation therapy
Oncology
030220 oncology & carcinogenesis
Radiotherapy, Intensity-Modulated
business
computer
Organ Sparing Treatments
Software
Biomedical engineering
Subjects
Details
- ISSN :
- 1879355X
- Volume :
- 101
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- International journal of radiation oncology, biology, physics
- Accession number :
- edsair.doi.dedup.....ec2d71a29438c06cfea440511ec871d3