Applications of Geant4 in Applications of Geant4 in Proton Radiotherapy at the Proton Radiotherapy at the University of Texas M.D. University of Texas M.D. Anderson Cancer Center Anderson Cancer Center Jerimy C. Polf Jerimy C. Polf Assistant Professor Assistant Professor Department of Radiation Physics Department of Radiation Physics U.T. M.D. Anderson Cancer Center U.T. M.D. Anderson Cancer Center Houston TX, USA Houston TX, USA
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Applications of Geant4 in Proton Radiotherapy at the University of Texas M.D. Anderson Cancer Center Jerimy C. Polf Assistant Professor Department of Radiation.
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Applications of Geant4 in Proton Applications of Geant4 in Proton Radiotherapy at the University of Texas Radiotherapy at the University of Texas
M.D. Anderson Cancer CenterM.D. Anderson Cancer Center
Jerimy C. PolfJerimy C. PolfAssistant ProfessorAssistant Professor
Department of Radiation PhysicsDepartment of Radiation PhysicsU.T. M.D. Anderson Cancer CenterU.T. M.D. Anderson Cancer Center
Houston TX, USAHouston TX, USA
Uses of Monte CarloUses of Monte Carlo
• Clinical Uses in Radiation OncologyClinical Uses in Radiation Oncology
• Research ActivitiesResearch Activities- Proton radiotherapy- Proton radiotherapy
• Current “challenges” for Geant4Current “challenges” for Geant4
Clinical Workflow of RadiotherapyClinical Workflow of Radiotherapy
CT images imported to Treatment Planning System (TPS)
All parameters for dosedelivery determined byTPS
All parameters sentto proton delivery systemfor patient treatment.
Applications of Monte Carlo in RadiotherapyApplications of Monte Carlo in Radiotherapy
Treatment PlanningTreatment PlanningSystemSystem
Monte CarloMonte Carlo
X-Ray Therapy
Applications of Monte Carlo in Proton Therapy
Use Monte Carlo to model treatment Use Monte Carlo to model treatment delivery equipment and calculate dose delivery equipment and calculate dose delivery (protons + secondary particles)delivery (protons + secondary particles)
Clinical Magnetic Scanning Delivery System
Geant4 model
Proton beam
Applications of Monte Carlo in Radiotherapy
Simple Calculations of Simple Calculations of Dose in waterDose in water
Clinical calculations of dose Clinical calculations of dose in patientin patient
• Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution calculated using TPScalculated using TPS
Clinical Uses: Proton therapy
TPSTPS Monte CarloMonte Carlo
• Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution calculated using TPScalculated using TPS
Clinical Uses: Proton therapy
TPS
Monte Carlo
• Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution Use Monte Carlo (Geant4 and MCNPX) to verify proton dose distribution calculated using TPScalculated using TPS
Clinical Uses: Proton therapy
Dose difference = TPS – Monte CarloDose difference = TPS – Monte Carlo
Clinical Uses: Proton Therapy
• Calculation of secondary neutron exposure for Pediatric treatmentsCalculation of secondary neutron exposure for Pediatric treatments
Taddei PJ et al. Phys Med Biol. 54(8):2259-75 (2009)Taddei PJ et al. Phys Med Biol. 54(8):2259-75 (2009)
LPO• whole-body CT based calculation• Four treatment fields
IPA SPA
RPO
Clinical Uses: Proton therapy• Calculation of secondary neutron exposure for Pediatric treatmentsCalculation of secondary neutron exposure for Pediatric treatments
• Development of verification methodsDevelopment of verification methods
• New techniques for beam deliveryNew techniques for beam delivery
Research: Treatment Nozzle Design
Improvements to existing treatment nozzlesImprovements to existing treatment nozzles
Research: Treatment Nozzle Design
If initial beam size changes?If initial beam size changes?
If we Remove RMW?If we Remove RMW?
Proton Dose
Neutron fluence
Research: New Imaging Techniques
In-vivo Dose verification with Post treatment PET imagingIn-vivo Dose verification with Post treatment PET imaging
(1) Measure post treatment(1) Measure post treatmentPET activationPET activation
(2) Monte Carlo calc of (2) Monte Carlo calc of post treatment PET activationpost treatment PET activation
(3) Estimate in vivo(3) Estimate in vivoDose distributionDose distribution
Parodi K Parodi K et al.et al. (2007) (2007) Med. Phys.Med. Phys. 2007a;34:419-435. 2007a;34:419-435.
Parodi K Parodi K et al.et al. (2007) (2007) Int. J. Radiat. Oncol. Biol. Phys.Int. J. Radiat. Oncol. Biol. Phys. 68 920-934. 68 920-934.
Research: New Imaging Techniques
In-vivo Dose verification with In-vivo Dose verification with Prompt Gamma ray ImagingPrompt Gamma ray Imaging
• Measure Measure Prompt Prompt Gamma Ray EmissionGamma Ray Emission - Inelastic scattering [A(p, p’ - Inelastic scattering [A(p, p’ )A])A] - i.e. – “real-time” signal- i.e. – “real-time” signal - each element emits characteristic - each element emits characteristic gamma-rays with different energiesgamma-rays with different energies - gamma rays only emitted where - gamma rays only emitted where dose is depositeddose is deposited
(a) (b)
(c)
Hypothesis: Hypothesis: By properly measuring prompt gamma ray emission, weBy properly measuring prompt gamma ray emission, wecan images dose deposited and of elemental concentration and composition can images dose deposited and of elemental concentration and composition of irradiated tissues. of irradiated tissues.
Beam pipe
Phantom (Lucite or bone eq. plastic)
Lead shielding
Ge detector
Lucite
Bone eq. plastic
- Measurements (symbols)- Measurements (symbols)
- Geant4 Monte Carlo calculations (lines)- Geant4 Monte Carlo calculations (lines)- tally energy dep. from Photo-electric, Compton, Pair Production in detector- tally energy dep. from Photo-electric, Compton, Pair Production in detector
[Polf et al, [Polf et al, Phys. Med. Biol.Phys. Med. Biol., 54: in-press, (2009)], 54: in-press, (2009)]
Research: New Imaging Techniques
In-vivo Dose verification with Prompt Gamma ray ImagingIn-vivo Dose verification with Prompt Gamma ray Imaging
Proton BeamProton Beam
G amma Spectra C omparison (30 M eV - 1 cm)
0.00E+00
5.00E-06
1.00E-05
1.50E-05
2.00E-05
2.50E-05
3.00E-05
3.50E-05
0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0
carbon
oxygen
nitrogen
calcium
phosphorus
Prompt gamma imaging studies: Compton Camera DesignPrompt gamma imaging studies: Compton Camera Design
target
stage 1
stage 2
stage 3Design studies to optimizeDesign studies to optimizeefficiency: efficiency: