Pencil-beam delivery pattern optimization increases dose rate for stereotactic FLASH proton therapy.
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TL;DR: In this paper , the authors optimized patient-specific scan patterns for stereotactic FLASH-PT of early-stage lung cancer and lung metastases, maximizing the volume irradiated with PBS-DR >40 Gy/s of the organs at risk voxels irradiated to >8 Gy (FLASH coverage).
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Abstract: FLASH dose rates >40 Gy/s are readily available in proton therapy (PT) with cyclotron-accelerated beams and pencil-beam scanning (PBS). The PBS delivery pattern will affect the local dose rate, as quantified by the PBS dose rate (PBS-DR), and therefore needs to be accounted for in FLASH-PT with PBS, but it is not yet clear how. Our aim was to optimize patient-specific scan patterns for stereotactic FLASH-PT of early-stage lung cancer and lung metastases, maximizing the volume irradiated with PBS-DR >40 Gy/s of the organs at risk voxels irradiated to >8 Gy (FLASH coverage).Plans to 54 Gy/3 fractions with 3 equiangular coplanar 244 MeV proton shoot-through transmission beams for 20 patients were optimized with in-house developed software. Planning target volume-based planning with a 5 mm margin was used. Planning target volume ranged from 4.4 to 84 cc. Scan-pattern optimization was performed with a Genetic Algorithm, run in parallel for 20 independent populations (islands). Mapped crossover, inversion, swap, and shift operators were applied to achieve (local) optimality on each island, with migration between them for global optimality. The cost function was chosen to maximize the FLASH coverage per beam at >8 Gy, >40 Gy/s, and 40 nA beam current. The optimized patterns were evaluated on FLASH coverage, PBS-DR distribution, and population PBS-DR-volume histograms, compared with standard line-by-line scanning. Robustness against beam current variation was investigated.The optimized patterns have a snowflake-like structure, combined with outward swirling for larger targets. A population median FLASH coverage of 29.0% was obtained for optimized patterns compared with 6.9% for standard patterns, illustrating a significant increase in FLASH coverage for optimized patterns. For beam current variations of 5 nA, FLASH coverage varied between -6.1%-point and 2.2%-point for optimized patterns.Significant improvements on the PBS-DR and, hence, on FLASH coverage and potential healthy-tissue sparing are obtained by sequential scan-pattern optimization. The optimizer is flexible and may be further fine-tuned, based on the exact conditions for FLASH.
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Citations
Definition of dose rate for FLASH pencil-beam scanning proton therapy: A comparative study.
TL;DR: In this article , five definitions of the dose rate in FLASH proton therapy, namely the pencil-beam scanning (PBS), the percentile, the maximum, the average, and the dose averaged dose rate (DADR), were analyzed through theoretical comparison.
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Investigation of the impact of machine operating parameters on beam delivery time and its correlation with treatment plan characteristics for synchrotron-based proton pencil beam spot scanning system
TL;DR: In this article , the beam delivery time (BDT) reduction due to the improvement of machine parameters for Hitachi synchrotron-based proton PBS system was investigated.
Impact of Radiation Dose to the Immune System on Disease Progression and Survival for Early-Stage Non-Small Cell Lung Cancer Treated with Stereotactic Body Radiation Therapy.
Xiaofeng Wang,Hui Bai,Miao Gao,Yong Guan,Lu Yu,Yang Dong,Yongchun Song,Zhen Tao,Mao-Bin Meng,Zhiqiang Wu,Lu Jun Zhao,Zhiyong Yuan +11 more
TL;DR: EDRIC was an independent predictor of CSS and DMFS in ES-NSCLC, and it was affected by GTV and tumor location, and the feasibility of achieving lower EDRIC while maintaining adequate tumor coverage during radiotherapy are warranted.
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Investigation of scan path optimization in improving proton pencil beam scanning continuous delivery.
Chunbo Liu,Chris J Beltran,Jiajian Shen,Bo Lu,Chunjoo “Justin” Park,Sridhar Yaddanapudi,Jun Tan,K.M. Furutani,Xiaoying Liang +8 more
TL;DR: Both scan time optimization and scan length optimization proved to be effective in minimizing DDCS dose discrepancy and had minimal effect on the total BDT.
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FLASH Radiotherapy: Mechanisms of Biological Effects and the Therapeutic Potential in Cancer
Ouying Yan,Shang Wang,Qiaoli Wang,Xin Wang +3 more
TL;DR: FLASH-RT is a novel ultra-high dose rate treatment that significantly reduces therapy time while effectively targeting tumors. It minimizes side effects on healthy tissues and has the potential to treat advanced cancers. However, standardization and further research are needed to fully unlock its therapeutic potential.
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References
Stereotactic Body Radiation Therapy for Inoperable Early Stage Lung Cancer
Robert Timmerman,Rebecca Paulus,James M. Galvin,Jeff M. Michalski,William L. Straube,Jeffrey D. Bradley,Achilles J. Fakiris,Andrea Bezjak,Gregory M.M. Videtic,David W. Johnstone,Jack F. Fowler,Elizabeth Gore,Hak Choy +12 more
TL;DR: Patients with inoperable non-small cell lung cancer who received stereotactic body radiation therapy had a survival rate of 55.8% at 3 years, high rates of local tumor control, and moderate treatment-related morbidity.
2.4K
Ultrahigh dose-rate FLASH irradiation increases the differential response between normal and tumor tissue in mice
Vincent Favaudon,Vincent Favaudon,Laura Caplier,Virginie Monceau,Virginie Monceau,Frederic Pouzoulet,Frederic Pouzoulet,Mano Sayarath,Mano Sayarath,Charles Fouillade,Charles Fouillade,Marie-France Poupon,Marie-France Poupon,Isabel Brito,Isabel Brito,Philippe Hupé,Jean Bourhis,Jean Bourhis,Jean Bourhis,Janet Hall,Janet Hall,Jean-Jacques Fontaine,Marie-Catherine Vozenin +22 more
TL;DR: The results suggest that FLASH radiation may be a viable option for treating lung tumors and reduce the occurrence and severity of early and late complications affecting normal tissue.
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Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators
TL;DR: This paper presents crossover and mutation operators, developed to tackle the Travelling Salesman Problem with Genetic Algorithms with different representations such as: binary representation, path representation, adjacency representation, ordinal representation and matrix representation.
Treatment of a first patient with FLASH-radiotherapy.
Jean Bourhis,Wendy Jeanneret Sozzi,Patrik Gonçalves Jorge,Olivier Gaide,Claude Bailat,F. Duclos,David Patin,Mahmut Ozsahin,François Bochud,Jean-François Germond,Raphaël Moeckli,Marie-Catherine Vozenin +11 more
TL;DR: This first FLash-RT treatment was feasible and safe with a favorable outcome both on normal skin and the tumor, and prompt to further clinical evaluation of FLASH-RT.
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The Advantage of FLASH Radiotherapy Confirmed in Mini-pig and Cat-cancer Patients.
Marie-Catherine Vozenin,Pauline de Fornel,Kristoffer Petersson,Vincent Favaudon,Maud Jaccard,Jean François Germond,Benoit Petit,Marco Burki,Gisele Ferrand,David Patin,Hanan Bouchaab,Mahmut Ozsahin,François Bochud,Claude Bailat,Patrick Devauchelle,Jean Bourhis +15 more
TL;DR: The results confirmed the potential advantage of FLASH-RT and provide a strong rationale for further evaluating FLash-RT in human patients.