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Optimization of brachytherapy treatment planning and radiation field studies in the vicinity of the Leksell Gamma Knife®
Stockholm University, Faculty of Science, Department of Physics.
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Carcinoma of the cervix is a global problem, and brachytherapy is one of the main radiation therapy components used in the treatment of patients with this type of cancer. With the advent of scientific and technological developments in treatment planning, inverse optimization in brachytherapy and its thorough comparison with traditional manual optimization methods is warranted. In this work, the physical parameters; minimum dose received by 98% and 90% of the target volume represented by D98 and D90, respectively, were used to evaluate the treatment plans with respect to the target while the minimum dose received by 2cm3 volume, D2cm3, was used to investigate complications in organs at risk. The conformity index, COIN, was used to describe the coverage of the target by the prescribed dose and the fraction of each organ at risk volume that receives the critical dose, which may cause complications. The treatment plan evaluation was also performed in terms of the radiobiological parameter complication-free tumor control probability, P+. The physical and radiobiological evaluation corresponding to two brachytherapy inverse planning algorithms have been compared with homologous manual graphical optimization plans. The main observations from this study are that well tuned class solutions of inverse optimization methods may produce similar dose volume histograms to those produced with manual graphical optimization plans, and inverse methods have the potential to spare organs at risk while delivering an acceptable dose to the target. In addition, radiobiological indexes such as the P+ can be useful complements to the physical parameters in treatment plan evaluation. The Elekta Leksell Gamma Knife® unit has been successfully utilized in the management of intracranial malignancies for more than half a century. As required by national and international regulation, adequate knowledge of risks posed by ionizing radiation instrumentation is necessary in order to protect the patient, workers, public, and the environment. In that perspective, the Nuclear Physics research group at the Department of Physics of Stockholm University (Stockholm, Sweden) in collaboration with Elekta Instrument AB (Stockholm, Sweden) have conducted investigation on the radiation field in the vicinity of the Gamma Knife utilizing the High Purity Germanium (HPGe) detector. As part of the ongoing research, the principal objective of the present work was to improve the modeling and characterization of the radiation field around the Gamma Knife to interrogate the efficacy of the National Council on Radiation Protection and Measurements (NCRP) methodology for structural shielding design and evaluation for the Leksell Gamma Knife treatment room. Acquisition of high-resolution γ-ray spectra and ambient dose equivalent H*(10) in the field of the Gamma Knife-PerfexionTM took place at the Division of Neurosurgery, Radiumhemmet (Department of Oncology), Karolinska University Hospital (Stockholm, Sweden). A p-type coaxial HPGe detector and a satellite survey meter were utilized to acquire the γ-ray spectra and H*(10), respectively. The measured configurations were simulated on Pegasos Monte Carlo system. A phase space on a cylindrical surface enclosing the Gamma Knife with open doors and the phantom assembled was used as the source of radiation. About 4·107 γ photons were collected on the phase space corresponding to 2·1012 decays. With the Gamma Knife doors open, most of the radiation was measured in the forward direction up to θ = 45o in relation to the z axis. The Monte Carlo simulations reproduced the measured results and; therefore, good agreement was achieved between response measurements and simulated spectra. The recent Gamma Knife models PerfexionTM, IconTM, and EspritTM are dosimetricaly equivalent and represent more than half the total number of Gamma Knife systems installed around the globe. Given the increasing importance of these machines in the treatment of patients with intracranial malignancies, research and development of tools for radiological protection around the Gamma Knife unit is topical and will continue to evolve, especially with the advent of new models or versions of Gamma Knife units integrating novel technology such as the satellite cone-beam computed tomography (CBCT) imaging system. The Monte Carlo method is a powerful tool for simulation of radiation transport in matter. It reproduced the measured results and may be used in structural shielding design calculations for γ-photons from the Gamma Knife.

Place, publisher, year, edition, pages
Stockholm: Department of Physics, Stockholms universitet , 2024. , p. 108
Keywords [en]
Brachytherapy, treatment planning optimization, radiobiology, complication-free tumor control probability, Leksell Gamma Knife, stereotactic radiation surgery, HPGe detector, detector response, Monte Carlo simulation, dosimetry, radiological protection
National Category
Physical Sciences
Research subject
Medical Radiation Physics
Identifiers
URN: urn:nbn:se:su:diva-233393ISBN: 978-91-8014-933-4 (print)ISBN: 978-91-8014-934-1 (electronic)OAI: oai:DiVA.org:su-233393DiVA, id: diva2:1896926
Public defence
2024-10-25, Room FB42, AlbaNova Campus, Roslagstullsbacken 21, Stockholm, 10:00 (English)
Opponent
Supervisors
Available from: 2024-10-02 Created: 2024-09-11 Last updated: 2024-10-08
List of papers
1. Radiobiological treatment planning evaluation of inverse planning simulated annealing for cervical cancer high-dose-rate brachytherapy
Open this publication in new window or tab >>Radiobiological treatment planning evaluation of inverse planning simulated annealing for cervical cancer high-dose-rate brachytherapy
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2015 (English)In: Anticancer Research, ISSN 0250-7005, E-ISSN 1791-7530, Vol. 35, no 2, p. 935-939Article in journal (Refereed) Published
Abstract [en]

Aim: To compare five inverse treatment plans with one conventional manually optimized plan for cervical cancer brachytherapy (BT) using radiobiological parameters combined with dosimetric and volumetric parameters.

Materials and Methods: Five inverse treatment plans were calculated using an inverse planning simulated annealing (IPSA) algorithm for each of four fractions for 12 cervical cancer patients treated with high-dose-rate (HDR) brachytherapy. The inverse treatment plans were compared with a manually optimized plan used for the actual treatment of the patients. The comparison of the plans was performed with respect to the probability of cure without complication.

Results: Overall, the manually optimized plan scored the best results; however, the probability of cure without complication is within an acceptable clinical range for all the plans.

Conclusion: Although there are still considerable uncertainties in the radiobiological parameters, the radiobiological plan evaluation method presents itself as a potential complement to physical dosimetric methods.

Keywords
Brachytherapy, IPSA, radiobiological evaluation
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:su:diva-109064 (URN)000349598600041 ()25667477 (PubMedID)2-s2.0-84923646701 (Scopus ID)
Available from: 2014-11-10 Created: 2014-11-10 Last updated: 2024-09-11Bibliographically approved
2. Dosimetric and radiobiological evaluation of hybrid inverse planning and optimization for cervical cancer brachytherapy
Open this publication in new window or tab >>Dosimetric and radiobiological evaluation of hybrid inverse planning and optimization for cervical cancer brachytherapy
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2015 (English)In: Anticancer Research, ISSN 0250-7005, E-ISSN 1791-7530, Vol. 35, no 11, p. 6091-6096Article in journal (Refereed) Published
Abstract [en]

Aim: To compare manual graphical optimization (GrO) with hybrid inverse planning optimization (HIPO) of cervical cancer brachytherapy treatment plans using physical and radiobiological tools. Patients and Methods: Ten patients suffering from cervical cancer, treated with pulsed brachytherapy using GrO plans, were included in the study. For each patient, four different HIPO class solutions with different dose objectives to the target and constraints to the organs at risk (OAR) produced four optimized plans, that were each compared to the corresponding GrO plan. Class solution in HIPO is a set of parameters consisting of dose constraints and penalty weights, which are used for optimization. The comparison was based on the following dosimetric parameters: conformity index (COIN), minimum dose received by 98% and 90% of the high-risk clinical target volume (represented by D98 and D90, respectively), and the minimum dose imparted to 2 cm3 (D2cm3) of the most exposed OAR i.e. bladder, sigmoid colon or rectum. The HIPO class solution which produced plans with overall better dosimetric parameters was selected and its plans were compared with manual GrO plans from a radiobiological viewpoint based on the calculated complication-free tumour control probability, P+. Results: The average COIN for the GrO and the selected HIPO plans were 0.22 and 0.30, respectively. The median COIN of the GrO and the HIPO plans were not statistically different (p>0.05, Wilcoxon test). The relative percentage difference of the averaged P+ values between the HIPO and GrO plans evaluated together with the external beam radiation therapy plans was 0.01%, 0.37% and 0.98% for the bladder, sigmoid colon and rectum, respectively. The lowest P+ value for all the plans was 98.44% for sigmoid colon. Conclusion: HIPO presented comparable results in relation to manual planning with respect to dosimetric and radiobiological parameters.

Keywords
Pulsed brachytherapy, optimization, radiobiology, treatment planning, HIPO
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:su:diva-120468 (URN)000363794900042 ()26504034 (PubMedID)2-s2.0-84946054115 (Scopus ID)
Available from: 2015-09-09 Created: 2015-09-09 Last updated: 2024-09-11Bibliographically approved
3. Characterization of the radiation field surrounding the Leksell Gamma Knife® and shielding applications
Open this publication in new window or tab >>Characterization of the radiation field surrounding the Leksell Gamma Knife® and shielding applications
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2023 (English)In: Applied Radiation and Isotopes, ISSN 0969-8043, E-ISSN 1872-9800, Vol. 198, article id 110839Article in journal (Refereed) Published
Abstract [en]

The aim of this study is to improve the characterization and modeling of the radiation field surrounding the Leksell Gamma Knife®-PerfexionTM. The improved characterization of the radiation field enables more accurate shielding calculations to be performed for the areas adjacent to the treatment room. With the aid of a high-purity germanium detector and a satellite dose rate meter, 𝛾-ray spectra and ambient dose equivalent H*(10) data were acquired at various locations in the field of a Leksell Gamma Knife unit in a treatment room at Karolinska University Hospital, Sweden. These measurements were used to validate the results of the PEGASOS Monte Carlo simulation system with a PENELOPE kernel. The levels of the radiation that passes through the shielding of the machine (leakage radiation) are shown to be much lower than what is suggested by various bodies, e.g. the National Council on Radiation Protection and Measurements, to be used when calculating radiation shielding barriers. The results clearly indicate that Monte Carlo simulations may be used in structural shielding design calculations for γ𝛾 rays from the Leksell Gamma Knife.

Keywords
Gamma Knife Perfexion, HPGe detector, Monte Carlo simulation, Structural shielding design
National Category
Radiology, Nuclear Medicine and Medical Imaging Subatomic Physics
Identifiers
urn:nbn:se:su:diva-229749 (URN)10.1016/j.apradiso.2023.110839 (DOI)001013062400001 ()37244206 (PubMedID)2-s2.0-85159857607 (Scopus ID)
Available from: 2024-06-11 Created: 2024-06-11 Last updated: 2025-02-14Bibliographically approved
4. Drawbacks of the current NCRP models on shielding calculations: Development of a new methodology for the Gamma Knife®
Open this publication in new window or tab >>Drawbacks of the current NCRP models on shielding calculations: Development of a new methodology for the Gamma Knife®
2022 (English)Conference paper, Poster (with or without abstract) (Other academic)
Abstract [en]

Most practical guidelines for design of shielding against photon radiotherapy equipment may be retrieved from the National Council on Radiation Protection and Measurements (NCRP) report 151. The NCRP report No. 151 formalism describes structural shielding design techniques for megavoltage x- and gamma-ray radiotherapy facilities with the aim to limit radiation exposures to members of the public, employees, and the environment to an acceptable level. The implemetaion of NCRP report No. 151 recommendations may be straightforward for linear accelerators and conventional Co-60 machines which have singular source of radiation in contrast to the Leksell Gamma Knife, which has a complex multisource configuration. To harness the full potential of the NCRP 151 methodology, complementary transmission measurements may be required. In the NCRP report No. 151 the primary barriers are designed to attenuate photons emanating directly from the treatment unit while secondary barriers are calculated to shield radiation leakage and scattered photons by the patient and objects inside the treatment room. Here it is assumed that a primary radiation barrier should at the same time shield against secondary radiation. In this work the gamma-ray spectra in the vicinity of the Elekta Leksell Gamma Knife-Perfexion were acquired using a High Purity Germanium detector. It has been observed that the proportion of high energetic photons is lower in comparison with photons with low energy. This corroborates with the fact that the Leksell Gamma Knife has been designed in order to prevent any primary radiation from exiting the unit without impinging on an internal interceptor shield during all states of the machine. Therefore, the need to adapt the NCRP methodology for the Gamma Knife appeared to be justified.

Keywords
Gamma knife Perfexion, HPGe detector, gamma-ray spectroscopy, NCRP
National Category
Subatomic Physics Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:su:diva-233383 (URN)
Conference
6th International Symposium on the System of Radiological Protection (ICRP 2021+1), Vancouver, Canada, 7-10 November, 2022
Available from: 2024-09-11 Created: 2024-09-11 Last updated: 2025-02-14Bibliographically approved

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