Monte Carlo Dose Calculations: Backbone of NextGEN ...people.na.infn.it/~mettivie/MCMA...
Transcript of Monte Carlo Dose Calculations: Backbone of NextGEN ...people.na.infn.it/~mettivie/MCMA...
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Monte Carlo Dose Calculations: Backbone of NextGEN Brachytherapy
Luc Beaulieu, Ph.D., FAAPM, FCOMP
Professor and Director, Université Laval Cancer Research CentreMedical Physicists, Quebec City University Hospital
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Contents
- NextGEN Brachy?
- Enabling clinical use of advanced calculation algo.
- The case of prostate calcifications
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AAPM/ESTRO/ABG MBDCA WG members
F. Ballester
Luc Beaulieu, Chair
Å. Carlsson Tedgren
S. Enger
G. Fonseca
A. Haworth
B. Libby
J. R. Lowenstein
Y. Ma
F. Mourtada
P. Papagiannis
V. Peppa
Acknowledgements
M. J. Rivard
F.-A. Siebert Vice Chair
R. S. Sloboda
R. L. Smith
R. M. Thomson
F. Verhaegen
J. Vijande
Other contributorsM. Chamberland
D. Granero
CHU de Québec – UniversitéLaval
Sylviane Aubin
Marie-Claude Lavallée
André-Guy Martin
Khaly Moidji
Nicolas Varfalvy
Éric Vigneault
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NextGEN Brachytherapy?
• Do what we are currently doing but better…
– Clinical adoption of better dose calc. algo.
• Potentially do differently
– New applicators
– New sources
– New brachytherapy procedures / sites
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From Rivard
≠
Never again
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Interstitial Contura
Mammo SAVI
Patient and technique dependent!
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Xoft eBx
White et al : Med. Phys. 2014
Low Energy Breast Brachytherapy:
Seed/Xoft (…and IntraBeam, …)
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Eye Plaque
Melhus and Rivard, Med Phys 35 (2008)
Rivard et al, Med Phys 38 (2011) :
20-30% point of interests in the eye;
up to 90% decrease off axis
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Extreme BT Shielding: HDR 192Ir & 103Pd
Han et al, IJROBP 89, 666-673 (2014)
From MJ Rivard, Work in Progress
2.5 mm diam.
CivaSheet
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Targeted Therapy / Theragnostic
CdSe (1.60 nm)
CdS (0.68 nm)
CdZnS (0.98 nm)
ZnS (0.63 nm)
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Sensitivity of Anatomic Sites to Dosimetric Limitations
of Current Planning Systems
anatomic
site
photon
energy
absorbed
doseattenuation shielding scattering
beta/kerma
dose
prostatehigh
low XXX XXX XXX
breasthigh XXX
low XXX XXX XXX
GYNhigh XXX
low XXX XXX
skinhigh XXX XXX
low XXX XXX XXX
lunghigh XXX XXX
low XXX XXX XXX
penishigh XXX
low XXX XXX
eyehigh XXX XXX XXX
low XXX XXX XXX XXX
Rivard, Venselaar, Beaulieu, Med Phys 36, 2136-2153 (2009)
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Enabling clinical use of advanced dose calculation algorithms
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Approved by
ESTRO (BRAPHYQS, EIR)
AAPM (BTSC, TPC)
ABS (U.S. Phys Cmte)
ABG (Australia)
1. recommendations to MBDCA early-adopters to evaluate:
• phantom size effect
• inter-seed attenuation
• material heterogeneities within the body
• interface and shielded applicators
2. commissioning process to maintain inter-institutional consistency
3. patient-related input data
4. research is needed on:
• tissue composition standards
• segmentation methods
• CT artifact removal
Beaulieu, et al., Med. Phys. 39, 6209-6236 (2012)
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Specific commissioning process
• MBDCA specific tasks
“Currently, only careful comparison to Monte Carlo with or w/o experimental measurements can fully test the advanced features of these codes”.
• This is not sustainable for the clinical physicists.
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You cannot beat the house!DeWerd et al, AAPM/ESTRO TG138
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Specific commissioning process
• MBDCA specific tasks
“Currently, only careful comparison to Monte Carlo with or w/o experimental measurements can fully test the advanced features of these codes”.
• This is not sustainable for the clinical physicists.
Led to a concerted international effort
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Vision 20/20 Paper: 2010
Rivard, Beaulieu, Mourtada, Med. Phys. 37, 2645-2658 (2010)
V. NEEDED INFRASTRUCTUREWhile MBDCAs are expected to produce moreaccurate dosimetric results than the current TG-43formalism, the authors feel that the medicalcommunity should not immediately replace thecurrent approach without careful consideration forwidespread integration. Assessment of the currentinfrastructure is needed before assigning newresources, with opportunity for further cooperationof national and international professional societies.
V.A. Centralized dataset managementSocietal recommendations and reference data do theclinical physicist no good if they cannot be readilyimplemented. Having quantitative data availablebeyond the scientific, peer-reviewed literature maybe accomplished through expansion of the jointAAPM/RPC Brachytherapy Source Registry. Anindependent repository such as the Registry to housethe reference data would facilitate this process–especially with international accessibility.
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TG186 Commissioning Proposal
Level 1: TG43 like calc.
Level 2: Advanced dose calc.
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STD (320/180)
8 dwell positions1 dwell position
Super High (1620/180)
ACE vs TG43: TG-43 conditions (L1)
Ma et al. Brachytherapy 2015;14:939–52
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DICOM (512 mm)3
(1 mm)3 voxelGeneric HDR
192Ir source
Shielded GYN applicator
Material Elemental composition Mass Density (g/cm3)
Body PMMA C5O2H8 1.19
Shield Densimet D176 Fe (2.5%), Ni (5%), W (92.5%) 17.6
Ballester et al., Med. Phys. 42, 3048-3062 (2015)
Ma, Vijande et al. Med Phys 2017 (In Press)
Test cases (tools)
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• Test case 1Voxels 511X511X511 and 1mmX1mmX1mmHU=0
• Test case 2
(source not to scale)
Test cases
From J. Vijande
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• Test case 3 • Test case 4
(source not to scale)
Test cases
From J. Vijande
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From R. Sloboda
1. Access the Registry
2. Download (a) a test plan and (b) MC reference dose distribution (DICOM)
3. Import DICOM objects
4. Calculate dose locally using the plan and MBDCA
5. Compare & evaluate MBDCA and reference dose distributions
Commissioning Workflow
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Main Steps
Set up for local dose calculation
Case 4
From Sloboda, 2017
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Main Steps
4. Calculate dose locally using the MBDCA
Case 4
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Main Steps
5. Compare & evaluate TPS and Ref. doses
Case 4
TPS REFOCB dose profiles
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Main Steps
OCB dose difference map, point dose query
Case 4
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Does it make clinical differences?
The case of prostate calcifications:
LDR Seed Implants
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PROSTATE LDR BRACHYTHERAPY
JF Carrier et al., IJROBP 2007
≈ 4% ↓
≈ 3% ↓
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Interseed Attenuation
JF Carrier et al., Med Phys 2006
0.38 U
0.76 U
Afsharpour et al., Med Phys 2008
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CALCIFICATIONS
Chibani & Williamson, Med. Phys. 2005
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CA Collins-Fekete et al., Radiother Oncol 2014
CALCIFICATIONS
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Retrospective Cohort
• CHU de Quebec performs seeds implants since 1994
• Needs patients with:
– post-implant CT
– DICOM-RT export
• 613 usable cases in the research database out of about 1500
Cohort: Martin et al, IJROBP 67 (2007): 334–41; Martell et al, IJROBP (2017) In Press.Physics: Collins-Fekete et al, Rad Onc 114 (2015) 339-344; Miksys et al IJROBP 97 (2017) 606-615; Miksys et al, Med Phys 44 (2017) 4329-4340.
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609 551 464 338 215 135 51 0 0
Patients at risk
5-years BFFS: 96.8%
7-years BFFS: 94.1%
10-years BFFS: 90.6%
Outcome for this cohort: bRFS
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AVERAGE OF 42 SELECTED PATIENTS WITH VISIBLE CALCIFICATIONS
CA Collins-Fekete et al., Radiother Oncol 2015
D_WATER D_CALCI D_FULL_MC
D10% 98.7±0.4 94.8±08.8 92.3±08.4
D90% 98.4±0.4 88.6±12.1 86.8±09.2
V100% 99.6±1.1 93.5±18.4 93.8±17.7
V150% 99.1±0.6 92.1±12.0 90.7±10.2
V200% 97.2±1.1 84.9±13.3 80.8±12.6
TABLE: Dosimetric indices differences to TG-43
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Miksys et al., IJROBP 97 (2017) 606-615
CALCIFICATIONS
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Miksys et al., IJROBP 97 (2017) 606-615
CALCIFICATIONS
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IMPACT ON RADIOBIOLOGICAL DOSE?
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Miksys et al, Med Phys 2017
Slide by Rowan Thomson
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Preliminary Results: bRFS
p=0.031
68 60 47 37 18 9 5 0 0
Patients at risk
Calcification: yes
Calcification: no
541 518 417 301 197 126 46 0 0
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CONCLUSION
Monte Carlo: essential for clinical adoption of
MBDCA
NextGEN Brachytherapy needs MC
• R&D, validation, …
Better dose calculations do make a difference
• Dose-outcome relationships
• Radiobiology
• …
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Grazie!
www.physmed.fsg.ulaval.ca