Identifier
etd-08112014-133148
Degree
Master of Science (MS)
Department
Physics and Astronomy
Document Type
Thesis
Abstract
Purpose: To predict the risk of radiation necrosis in a cohort of pediatric patients with glioma and ependymoma and compare the predicted risk between volumetric modulated arc photon therapy (VMAT), passively scattered proton therapy (PSPT) and intensity modulated proton therapy (IMPT). Methods: Thirteen pediatric patients with varying age and sex were selected for this study. A radiation oncologist contoured a clinical treatment volume (CTV) on 8 patients selected for glioma in the cerebral hemisphere and 5 with ependymoma located in the posterior fossa. A 1 cm margin was added to the CTV to define the planning treatment volume (PTV). VMAT plans were constructed using Phillips Pinnacle treatment planning system. PSPT and IMPT plans were constructed using Varian Eclipse. Plans were compared using several dose metrics to ensure consistency between plan coverage. Normal tissue complication probability (NTCP) with radiation necrosis as an endpoint was calculated using the Lyman Kutcher Burman probit model. The ratio of risk was calculated between protons and photons and compared to a value of 1 using the student t-test and Wilcoxon signed rank test. Sensitivity tests were performed to determine if the predicted risk of necrosis was sensitive to positional errors, proton range errors and selection of risk models. Results: PSPT plans resulted in an average ratio of risk of 0.44 (p<0.00001) and 0.62 (p<0.02) for glioma and ependymoma patients compared to VMAT respectively. IMPT plans resulted in an average ratio of risk of 0.33 (p<0.00001) and 0.32 (p<0.00001) for glioma and ependymoma plans compared to VMAT respectively. Conclusion: Both PSPT and IMPT plans statistically significantly reduced the predicted risk of radiation necrosis using the LKB NTCP risk model. Sensitivity analysis upheld these qualitative findings.
Date
2014
Document Availability at the Time of Submission
Secure the entire work for patent and/or proprietary purposes for a period of one year. Student has submitted appropriate documentation which states: During this period the copyright owner also agrees not to exercise her/his ownership rights, including public use in works, without prior authorization from LSU. At the end of the one year period, either we or LSU may request an automatic extension for one additional year. At the end of the one year secure period (or its extension, if such is requested), the work will be released for access worldwide.
Recommended Citation
Freund, Derek, "Predicted Risk of Post-Irradiation Cerebral Necrosis in Pediatric Brain Cancer Patients: A Treatment Planning Comparison of Proton Therapy vs. Photon Therapy" (2014). LSU Master's Theses. 3389.
https://repository.lsu.edu/gradschool_theses/3389
Committee Chair
Zhang, Rui
DOI
10.31390/gradschool_theses.3389