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1.
Phys Med Biol ; 69(12)2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38729194

RESUMO

Objective. Propose a highly automated treatment plan re-optimization strategy suitable for online adaptive proton therapy. The strategy includes a rapid re-optimization method that generates quality replans and a novel solution that efficiently addresses the planning constraint infeasibility issue that can significantly prolong the re-optimization process.Approach. We propose a systematic reference point method (RPM) model that minimizes the l-infinity norm from the initial treatment plan in the daily objective space for online re-optimization. This model minimizes the largest objective value deviation among the objectives of the daily replan from their reference values, leading to a daily replan similar to the initial plan. Whether a set of planning constraints is feasible with respect to the daily anatomy cannot be known before solving the corresponding optimization problem. The conventional trial-and-error-based relaxation process can cost a significant amount of time. To that end, we propose an optimization problem that first estimates the magnitude of daily violation of each planning constraint. Guided by the violation magnitude and clinical importance of the constraints, the constraints are then iteratively converted into objectives based on their priority until the infeasibility issue is solved.Main results.The proposed RPM-based strategy generated replans similar to the offline manual replans within the online time requirement for six head and neck and four breast patients. The average targetD95and relevant organ at risk sparing parameter differences between the RPM replans and clinical offline replans were -0.23, -1.62 Gy for head and neck cases and 0.29, -0.39 Gy for breast cases. The proposed constraint relaxation solution made the RPM problem feasible after one round of relaxation for all four patients who encountered the infeasibility issue.Significance. We proposed a novel RPM-based re-optimization strategy and demonstrated its effectiveness on complex cases, regardless of whether constraint infeasibility is encountered.


Assuntos
Terapia com Prótons , Planejamento da Radioterapia Assistida por Computador , Terapia com Prótons/métodos , Planejamento da Radioterapia Assistida por Computador/métodos , Humanos , Neoplasias de Cabeça e Pescoço/radioterapia
2.
Cancers (Basel) ; 16(4)2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38398175

RESUMO

Radiation therapy (RT) is an effective treatment for stage IIA and select stage IIB seminomas. However, given the long life expectancy of seminoma patients, there are concerns about the risk of secondary cancers from RT. This study assessed differences in secondary cancer risk for stage II seminoma patients following proton pencil-beam scanning (PBS) and photon VMAT, compared to 3D conformal photon RT. Ten seminoma patients, five with a IIA staging who received 30 GyRBE and five with a IIB staging who received 36 GyRBE, had three RT plans generated. Doses to organs at risk (OAR) were evaluated, and secondary cancer risks were calculated as the Excess Absolute Risk (EAR) and Lifetime Attributable Risk (LAR). PBS reduced the mean OAR dose by 60% on average compared to 3D, and reduced the EAR and LAR for all OAR, with the greatest reductions seen for the bowel, liver, and stomach. VMAT reduced high doses but increased the low-dose bath, leading to an increased EAR and LAR for some OAR. PBS provided superior dosimetric sparing of OAR compared to 3D and VMAT in stage II seminoma cases, with models demonstrating that this may reduce secondary cancer risk. Therefore, proton therapy shows the potential to reduce acute and late side effects of RT for this population.

3.
Pract Radiat Oncol ; 13(3): 256-262, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36738918

RESUMO

PURPOSE: Impending and actual pathologic fractures secondary to metastatic bone disease, lymphoma, or multiple myeloma often require intramedullary fixation followed by radiation therapy. Because of carbon's low atomic number, there are reduced computed tomography (CT) imaging artifacts and dose perturbation when planning postoperative radiation for carbon fiber (CF) rods. Herein, we characterize the dosimetric properties of CF implants compared with titanium alloy (TA) for proton and photon. METHODS AND MATERIALS: TA and CF samples were acquired from an implant manufacturer. Material characteristics were evaluated by CT scans with and without metal artifact reduction (MAR). Relative stopping power (RSP) was determined from the range pull-back of each sample in a 20-cm range proton beam. Photon transmission measurements were made in a solid water phantom and compared with the modeled dosimetry from the RayStation planning system. RESULTS: CF caused no visible CT artifacts, and MAR was not necessary for Hounsfield unit (HU) determination (median, 364 HU) or contouring, whereas TA (median, 3071 HU) caused substantial artifacts, which were improved, but not eliminated by MAR. The proton RSP was measured as 3.204 for TA and 1.414 for CF. For 6 MV photons, the measured transmission was 89.3% for TA and 98% for CF. CF RSP calculation and transmission from CT HU showed a physical density overestimate compared with measurements, which would cause a slight, but acceptable, dose uncertainty (<10% proton range or 1% photon transmission). CONCLUSIONS: With a density similar to bone, CF implants did not cause imaging artifacts and minimal dose perturbation compared with TA. Although the CF proton RSP is underestimated and the photon attenuation is overestimated by the HU, both effects are relatively small and may be most easily accounted for by planning with a 2-mm expansion around organs at risk beyond or in close proximity to the implant.


Assuntos
Terapia com Prótons , Titânio , Humanos , Fibra de Carbono , Prótons , Tomografia Computadorizada por Raios X/métodos , Radiometria/métodos , Imagens de Fantasmas , Artefatos , Planejamento da Radioterapia Assistida por Computador/métodos
5.
Artif Intell Med ; 132: 102387, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36207077

RESUMO

INTRODUCTION: Unscheduled machine downtime can cause treatment interruptions and adversely impact patient treatment outcomes. Conventional Quality Assurance (QA) programs of a proton Pencil Beam Scanning (PBS) system ensure its operational performance by keeping the beam parameters within clinical tolerances but often do not reveal the underlying issues of the device prior to a machine malfunction event. In this study, we propose a Predictive Maintenance (PdM) approach that leverages an advanced analytical tool built on a deep neural network to detect treatment delivery machine issues early. METHODS: Beam delivery log file data from daily QA performed at the Burr Proton Center of Massachusetts General Hospital were collected. A novel PdM framework consisting of long short-term memory-based autoencoder (LSTM-AE) modeling of the proton PBS delivery system and a Mahalanobis distance-based error metric evaluation was constructed to detect rare anomalous machine events. These included QA beam pauses, clinical operational issues, and treatment interruptions. The model was trained in an unsupervised fashion on the QA data of normal sessions so that the model learned characteristics of normal machine operation. The anomaly is quantified as the multivariate deviation between the model predicted data and the measured data of the day using Mahalanobis distance (M-Score). Two-layer and three-layer Long short-term memory-based stacked autoencoder (LSTM-SAE) models were optimized for exploring model performance improvement. Model validation was performed with two clinical datasets and was analyzed using the area under the precision-recall curve (AUPRC) and the area under the receiver operating characteristic (AUROC). RESULTS: LSTM-SAE models showed strong performance in predicting QA beam pauses for both clinical validation datasets. Despite severe skew in the dataset, the model achieved AUPRC of 0.60 and 0.82 and AUROC of 0.75 and 0.92 in the respective 2018 and 2020 datasets. Moreover, these amount to 2.8-fold and 10.7-fold enhancement compared to the respective baseline event rates. In addition, in terms of treatment interruption events, model prediction enabled 3.88-fold and 51.2-fold detection improvement, while the detection improvement for clinical operational issues was 1.04-fold and 1.37-fold, respectively, in the 2018 and 2020 datasets. CONCLUSION: Our novel deep LSTM-SAE-based framework allows for highly discriminative prediction of anomalous machine events and demonstrates great promise for enabling PdM for proton PBS beam delivery.


Assuntos
Terapia com Prótons , Prótons , Humanos , Redes Neurais de Computação
6.
Med Phys ; 49(8): 5476-5482, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35526213

RESUMO

BACKGROUND: Pencil beam scanning (PBS) monitoring chambers use an ionization control signal, monitor units (MUs), or gigaprotons (Gp) to irradiate a pencil beam and normalize dose calculations. The nozzle deflects the beam from the nozzle axis by an angle subtended at the source-to-axis distance (τ) from the isocenter. If the angle is not correctly considered in calibrations or calculations, it can lead to systematic errors. PURPOSE: Aspects to consider for machines of various τs are fourfold. First, for the machine, there is a pathlength change of proton tracks in the monitor chamber. Second, for measurements, a uniform-square irradiation over a plane, with constant Gp per spot, does not deliver uniform dose in a measurement plane. Third, for Monte Carlo (MC) simulations, Gp (and not MU) is proportional to simulating a number of protons. Fourth, for pencil beam algorithms (PBA), MU or Gp may be used for pencil beam weight, but usage needs to be consistent. Another consideration is the beam shape change from circular to oval in the projection onto voxels. METHODS: Coordinate systems for PBS delivery are described. RESULTS: Users of intermediate-τ machines, corresponding to the onset of 1% pathlength corrections within the scanned field size, must not assume that MUs are proportional to the number of particles in MC simulations, and the PBA may need pathlength corrections. For a field size of 24 × 24 cm2 , intermediate-τ machines correspond to 59 cm ≤ τ < 120 cm. For a field size of 40 × 40 cm2 , intermediate-τ machines correspond to 98 cm ≤ τ < 200 cm. Small-τ machines correspond to τ < 59 and 98 cm at these field sizes, respectively, which require corrections in projecting the beam shape onto voxels. CONCLUSIONS: Identifying corrections due to the pencil beam angle and their onset are important for reducing the outer diameter of proton therapy gantries. The use of Gp (or the number of protons) meterset standardizes data interchange and helps to reduce systematic errors due to the angle of the beam.


Assuntos
Terapia com Prótons , Calibragem , Método de Monte Carlo , Prótons , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador
7.
Int J Part Ther ; 8(3): 66-71, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35127978

RESUMO

INTRODUCTION: A subset of metastatic breast cancer patients present with oligometastatic disease involving the sternum. Given the proximity to traditional target structures, a proton radiation field can be expanded to include this region, providing definitive therapy for patients who are otherwise metastatic. We evaluated the feasibility and outcomes of a small series of patients who received comprehensive nodal irradiation inclusive of an isolated sternal metastasis using proton pencil beam scanning. MATERIALS AND METHODS: Four patients with a diagnosis of metastatic breast cancer with an isolated metastasis to the sternum received multimodality therapy with curative intent and then underwent adjuvant pencil beam scanning with definitive treatment to the sternum. Dosimetric parameters and treatment outcomes were evaluated. RESULTS: With respect to treatment coverage, proton therapy was able to deliver comprehensive target structure coverage while maintaining modest doses to the organs at risk compared with photon techniques. At a median follow-up of 28 months from diagnosis, none of the patients have experienced relapse within the radiation portal or developed additional sites of metastatic disease. CONCLUSION: Pencil beam scanning for oligometastatic breast cancer with isolated sternal lesions appears feasible without undue normal tissue exposure. Current treatment outcomes appear promising.

8.
Phys Med Biol ; 67(4)2022 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-35061601

RESUMO

We have developed a novel 4D dynamic liver blood flow model, capable of accurate dose estimation to circulating blood cells during liver-directed external beam radiotherapy, accounting for blood recirculation and radiation delivery time structure. Adult male and adult female liver computational phantoms with detailed vascular trees were developed to include the hepatic arterial, hepatic portal venous, and hepatic venous trees. A discrete time Markov Chain approach was applied to determine the spatiotemporal distribution of 105blood particles (BP) in the human body based on reference values for cardiac output and organ blood volumes. For BPs entering the liver, an explicit Monte Carlo simulation was implemented to track their propagation along ∼2000 distinct vascular pathways through the liver. The model tracks accumulated absorbed dose from time-dependent radiation fields with a 0.1 s time resolution. The computational model was then evaluated for 3 male and 3 female patients receiving photon (VMAT and IMRT) and proton (passive SOBP and active PBS) treatments. The dosimetric impact of treatment modality, delivery time, and fractionation on circulating blood cells was investigated and quantified using the mean dose (µdose,b),V>0Gy,V>0.125Gy,andD2%. Average reductions inµdose,b,V>0Gy,V>0.125GyandD2%of 45%, 6%, 53%, 19% respectively, were observed for proton treatments as compared to photon treatments. Our simulation also showed thatV>0Gy,V>0.125Gy, andD2%were highly sensitive to the beam-on time. BothV>0GyandV>0.125Gyincreased with beam-on time, whereasD2%decreased with increasing beam-on time, demonstrating the tradeoff between low dose to a large fraction of blood cells and high dose to a small fraction of blood cells. Consequently, proton treatments are not necessarily advantageous in terms of dose to the blood simply based on integral dose considerations. Instead, both integral dose and beam-on time can substantially impact relevant dosimetric indices.


Assuntos
Terapia com Prótons , Prótons , Feminino , Humanos , Fígado , Linfócitos , Masculino , Método de Monte Carlo , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador
9.
Med Phys ; 49(2): 813-824, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34919736

RESUMO

PURPOSE: Proton therapy systems without a gantry can be more compact and less expensive in terms of capital cost and therefore more available to a larger patient population. Would the advances in pencil beam scanning (PBS) and robotics make gantry-less treatment possible? In this study, we explore if the high-quality treatment plans can be obtained without a gantry. METHODS AND MATERIALS: We recently showed that proton treatments with the patient in an upright position may be feasible with a new soft robotic immobilization device and imaging which enables multiple possible patient orientations during a treatment. In this study, we evaluate if this new treatment geometry could enable high quality treatment plans without a gantry. We created PBS treatment plans for seven patients with head-and-neck or brain tumors. Each patient was planned with two scenarios: one with a gantry with the patient in supine position and the other with a gantry-less fixed horizontal beam-line with the patient sitting upright. For the treatment plans, dose-volume-histograms (DVHs), target homogeneity index (HI), mean dose, D 2 ${D_2}$ , and D 98 ${D_{98}}$ are reported. A robustness analysis of one plan was performed with ± $ \pm $ 2.5-mm setup errors and ± $ \pm $ 3.5% range uncertainties with nine scenarios. RESULTS: Most of the PBS-gantry-less plans had similar target HI and organs-at-risk mean dose as compared to PBS-gantry plans and similar robustness with respect to range uncertainties and setup errors. CONCLUSIONS: PBS provides sufficient power to deliver high quality treatment plans without requiring a gantry for head-and-neck or brain tumors. In combination with the development of the new positioning and immobilization methods required to support this treatment geometry, this work suggests the feasibility of further development of a compact proton therapy system with a fixed horizontal beam-line to treat patients in sitting and reclined positions.


Assuntos
Neoplasias Encefálicas , Terapia com Prótons , Neoplasias Encefálicas/radioterapia , Humanos , Prótons , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador
10.
Acta Oncol ; 60(11): 1440-1451, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34313520

RESUMO

BACKGROUND: The European Society for Therapeutic Radiology and Oncology Advisory Committee in Radiation Oncology Practice (ESTRO-ACROP) recently released new contouring guidelines for postmastectomy radiation therapy (PMRT) after implant-based reconstruction (IBR). As compared to prior ESTRO guidelines, the new guidelines primarily redefined the chest wall (CW) target to exclude the breast prosthesis. In this study, we assessed the impact of these changes on treatment planning and dosimetric outcomes using volumetric-modulated arc therapy (VMAT) and proton pencil-beam scanning (PBS) therapy. METHODS: We performed a treatment planning study of 10 women with left-sided breast cancer who underwent PMRT after IBR. All target structures were delineated first using standard (ESTRO) breast contouring guidelines and then separately using the new (ESTRO-ACROP) guidelines. Standard organs-at-risk (OARs) and cardiac substructures were contoured. Four sets of plans were generated: (1) VMAT using standard ESTRO contours, (2) VMAT using new ESTRO-ACROP contours, (3) PBS using standard contours, and (4) PBS using new contours. RESULTS: VMAT plans using the new ESTRO-ACROP guidelines resulted in modest sparing of the left anterior descending coronary artery (LAD) (mean dose: 6.99 Gy standard ESTRO vs. 6.08 Gy new ESTRO-ACROP, p = 0.010) and ipsilateral lung (V20: 21.66% vs 19.45%, p = 0.017), but similar exposure to the heart (mean dose: 4.6 Gy vs. 4.3 Gy, p = 0.513), with a trend toward higher contralateral lung (V5: 31.0% vs 35.3%, p = 0.331) and CW doses (V5: 31.9% vs 35.4%, p = 0.599). PBS plans using the new guidelines resulted in further sparing of the heart (mean dose: 1.05 Gy(RBE) vs. 0.54 Gy(RBE), p < 0.001), nearly all cardiac substructures (LAD mean dose: 2.01 Gy(RBE) vs. 0.66 Gy(RBE), p < 0.001), and ipsilateral lung (V20: 16.22% vs 6.02%, p < 0.001). CONCLUSIONS: PMRT after IBR using the new ESTRO-ACROP contouring guidelines with both VMAT and PBS therapy is associated with significant changes in exposure to several cardiopulmonary structures.


Assuntos
Neoplasias da Mama , Mamoplastia , Terapia com Prótons , Radioterapia de Intensidade Modulada , Neoplasias da Mama/radioterapia , Neoplasias da Mama/cirurgia , Feminino , Humanos , Mastectomia , Órgãos em Risco , Prótons , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador
11.
Int J Radiat Oncol Biol Phys ; 110(5): 1480-1487, 2021 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-33662460

RESUMO

BACKGROUND: Radiation therapy (RT) is used for pediatric craniopharyngioma in the definitive, adjuvant, or salvage settings. Proton RT may be useful owing to tumor proximity to eloquent anatomy. We report clinical outcomes for a large cohort treated with proton therapy. METHODS: We conducted a retrospective review of pediatric patients (≤21 years) treated with surgery and proton therapy for craniopharyngioma between August 2002 and October 2018. Clinical characteristics, treatment course, and outcomes were recorded. Acute toxicity was graded using Common Terminology Criteria for Adverse Events, version 5.0. Late toxicity was assessed using neuroendocrine, neuro-ophthalmologic, and neuropsychological testing. RESULTS: Among 77 patients, median age at diagnosis was 8.6 years (range, 1.3-20); median age at radiation was 9.6 years (range, 2.3-20.5). Most common presenting symptoms were headache (58%), visual impairment (55%), and endocrinopathy (40%). Patients underwent a median of 2 surgical interventions (range, 1-7) before protons. At initial surgery, 18% had gross total resection, 60% had subtotal resection, and 22% had biopsy/cyst decompression. Median RT dose was 52.2 Gy (relative biologic effectiveness). Common acute toxicities were headache (29%), fatigue (35%), and nausea/vomiting (12%). Only 4% developed any acute grade 3 toxicity. Nine patients experienced cyst growth requiring replanning or surgical decompression. At a median of 4.8 years from RT (range, 0.8-15.6), there were 6 local failures and 3 deaths, 2 related to disease progression. Effect of tumor and treatment contributed to late toxicity including Moyamoya syndrome (13%), visual impairment (40%), and endocrine deficiency requiring hormone replacement (94%). Subclinical decline in functional independence and adaptive skills in everyday life was detected at follow-up. CONCLUSIONS: Surgery and proton therapy results in excellent disease control for pediatric craniopharyngioma. Severe acute toxicity is rare. Late toxicities from tumor, surgery, and radiation remain prevalent. Endocrine and ophthalmology follow-up is necessary, and neuropsychological testing may identify patients at risk for treatment-related cognitive and adaptive functioning changes.


Assuntos
Neoplasias Hipofisárias/radioterapia , Terapia com Prótons , Adolescente , Criança , Pré-Escolar , Craniofaringioma/complicações , Craniofaringioma/patologia , Craniofaringioma/radioterapia , Craniofaringioma/cirurgia , Fadiga/etiologia , Feminino , Cefaleia/etiologia , Humanos , Lactente , Masculino , Doença de Moyamoya/etiologia , Náusea/etiologia , Neoplasias Hipofisárias/complicações , Neoplasias Hipofisárias/patologia , Neoplasias Hipofisárias/cirurgia , Terapia com Prótons/efeitos adversos , Lesões por Radiação/patologia , Estudos Retrospectivos , Resultado do Tratamento , Carga Tumoral , Transtornos da Visão/etiologia , Vômito/etiologia , Adulto Jovem
12.
Phys Med Biol ; 66(3): 035023, 2021 01 30.
Artigo em Inglês | MEDLINE | ID: mdl-33522498

RESUMO

The aim of this study was to evaluate the clinical impact of relative biological effectiveness (RBE) variations in proton beam scanning treatment (PBS) for left-sided breast cancer versus the assumption of a fixed RBE of 1.1, particularly in the context of comparisons with photon-based three-dimensional conformal radiotherapy (3DCRT) and volumetric modulated arc therapy (VMAT). Ten patients receiving radiation treatment to the whole breast/chest wall and regional lymph nodes were selected for each modality. For PBS, the dose distributions were re-calculated with both a fixed RBE and a variable RBE using an empirical RBE model. Dosimetric indices based on dose-volume histogram analysis were calculated for the entire heart wall, left anterior descending artery (LAD) and left lung. Furthermore, normal tissue toxicity probabilities for different endpoints were evaluated. The results show that applying a variable RBE significantly increases the RBE-weighted dose and consequently the calculated dosimetric indices increases for all organs compared to a fixed RBE. The mean dose to the heart and the maximum dose to the LAD and the left lung are significantly lower for PBS assuming a fixed RBE compared to 3DCRT. However, no statistically significant difference is seen when a variable RBE is applied. For a fixed RBE, lung toxicities are significantly lower compared to 3DCRT but when applying a variable RBE, no statistically significant differences are noted. A disadvantage is seen for VMAT over both PBS and 3DCRT. One-to-one plan comparison on 8 patients between PBS and 3DCRT shows similar results. We conclude that dosimetric analysis for all organs and toxicity estimation for the left lung might be underestimated when applying a fixed RBE for protons. Potential RBE variations should therefore be considered as uncertainty bands in outcome analysis.


Assuntos
Coração/efeitos da radiação , Pulmão/efeitos da radiação , Órgãos em Risco/efeitos da radiação , Terapia com Prótons/métodos , Planejamento da Radioterapia Assistida por Computador/métodos , Radioterapia Conformacional/métodos , Neoplasias Unilaterais da Mama/radioterapia , Feminino , Humanos , Eficiência Biológica Relativa
13.
Radiother Oncol ; 149: 212-218, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32464163

RESUMO

BACKGROUND AND PURPOSE: To compare secondary malignancy risks of modern proton and photon therapy techniques for locally advanced breast cancer. METHODS AND MATERIALS: We utilized dosimetric data from 34 [10 photon-VMAT, 10 photon-3DCRT, 14 pencil beam scanning proton (PBS)] breast cancer patients who received comprehensive nodal irradiation. Employing a model based on organ equivalent dose to account for both inhomogeneous organ dose distributions and non-linear functional dose relationships, we estimated excess absolute risk, excess relative risk, and lifetime attributable risk (LAR) for secondary malignancies. The model uses dose distribution, number of fractions, age at exposure, attained age, the linear-quadratic dose response relationship for cell survival, repopulation factor, as well as gender specific age dependencies, and initial slopes of dose response curves. RESULTS: The LAR for carcinoma at age 70 was estimated to be up to 3.64% for esophagus with an advantage of 3DCRT over PBS and VMAT. For the ipsilateral lung, risks were lowest for PBS (up to 5.56%), followed by 3DCRT (up to 6.54%) and VMAT (up to 7.7%). For the contralateral lung, there is a clear advantage of 3DCRT and PBS techniques (risk <0.86%) over VMAT (up to 4.4%). The risk for the contralateral breast is negligible for 3DCRT and PBS but was estimated as up to 1.2% for VMAT. Risks for the thyroid are overall negligible. Independently performed comparative treatment plans on 10 patients revealed that the risk for the contralateral lung and breast using VMAT can be more than an order of magnitude higher compared to PBS. Sarcoma risks were estimated as well showing similar trends but were overall lower compared to carcinoma. CONCLUSION: Conventional (3DCRT) techniques led to the lowest estimated risks of, thyroid and esophageal secondary cancers while PBS demonstrated a benefit for secondary lung and contralateral breast cancer risks, with the highest risks overall associated with VMAT techniques.


Assuntos
Neoplasias da Mama , Segunda Neoplasia Primária , Terapia com Prótons , Radioterapia de Intensidade Modulada , Idoso , Neoplasias da Mama/etiologia , Neoplasias da Mama/radioterapia , Humanos , Segunda Neoplasia Primária/epidemiologia , Segunda Neoplasia Primária/etiologia , Órgãos em Risco , Terapia com Prótons/efeitos adversos , Prótons , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador , Radioterapia de Intensidade Modulada/efeitos adversos
14.
Phys Imaging Radiat Oncol ; 14: 6-11, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33458307

RESUMO

BACKGROUND AND PURPOSE: Breast cancer patients receiving radiation are traditionally positioned with both arms up, but this may not be feasible or comfortable for all patients. We evaluated the treatment planning and positioning reproducibility differences between the arms up and arms down positions for patients receiving post-mastectomy radiation therapy (PMRT) using proton pencil beam scanning (PBS). MATERIALS AND METHODS: Ten PMRT patients who were scheduled to receive PBS underwent CT-based treatment planning in both an arms down and a standard arms up position. An arms down contouring atlas was developed for consistency in treatment planning. Treatment plans were performed on both scans. A Wilcoxon test was applied to compare arms up and arms down metrics across patients. Five patients received treatment in the arms-down position at our institution while others were treated with the arms up. Residual set-up errors were recorded for each patient's treatment fractions and compared between positions. RESULTS: Target structure coverage remained consistent between the arms up and arms down positions. In regard to the OAR, the heart mean and maximum doses were statistically significantly lower in the arms up position versus the arms down position, however, the absolute differences were modest. Patients demonstrated similar setup errors, less than 0.5 mm differences, in all directions. CONCLUSIONS: PBS for PMRT in the arms down position appeared stable and reproducible compared to the traditional arms up positioning. The degree of OAR sparing in the arms down group was minimally less robust but still far superior to conventional photon therapy.

15.
Radiother Oncol ; 144: 79-85, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31734604

RESUMO

PURPOSE: Treatment planning for proton therapy requires the relative proton stopping power ratio (RSP) information of the patient for accurate dose calculations. RSP are conventionally obtained after mapping of the Hounsfield units (HU) from a calibrated patient computed tomography (CT). One or multiple CT are needed for a given treatment which represents additional, undesired dose to the patient. For prostate cancer, magnetic resonance imaging (MRI) scans are the gold standard for segmentation while offering dose-less imaging. We here quantify the clinical applicability of converted MR images as a substitute for intensity modulated proton therapy (IMPT) treatment of the prostate. METHODS: MRCAT (Magnetic Resonance for Calculating ATtenuation) is a Philips-developed technology which produces a synthetic CT image consisting of five HU from a specific set of MRI acquisitions. MRCAT and original planning CT data sets were obtained for ten patients. An IMPT plan was generated on the MRCAT for each patient. Plans were produced such that they fulfill the prostate protocol in use at Massachusetts General Hospital (MGH). The plans were then recomputed onto the nominal planning CT for each patient. Robustness analyses (±5 mm setup shifts and ±3.5 % range uncertainties) were also performed. RESULTS: Comparison of MRCAT plans and their recomputation onto the planning CT plan showed excellent agreement. Likewise, dose perturbations due to setup shifts and range uncertainties were well within clinical acceptance demonstrating the clinical viability of the approach. CONCLUSIONS: This work demonstrate the clinical acceptability of substituting MR converted RSP images instead of CT for IMPT planning of prostate cancer. This further translates into higher contouring accuracy along with lesser imaging dose.


Assuntos
Neoplasias da Próstata , Terapia com Prótons , Radioterapia de Intensidade Modulada , Humanos , Imageamento por Ressonância Magnética , Masculino , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/radioterapia , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador
16.
J Clin Oncol ; 37(30): 2778-2785, 2019 10 20.
Artigo em Inglês | MEDLINE | ID: mdl-31449469

RESUMO

PURPOSE: To evaluate the safety and efficacy of proton beam radiation therapy (RT) for patients with breast cancer who require regional nodal irradiation. METHODS: Patients with nonmetastatic breast cancer who required postoperative RT to the breast/chest wall and regional lymphatics and who were considered suboptimal candidates for conventional RT were eligible. The primary end point was the incidence of grade 3 or higher radiation pneumonitis (RP) or any grade 4 toxicity within 3 months of RT. Secondary end points were 5-year locoregional failure, overall survival, and acute and late toxicities per Common Terminology Criteria for Adverse Events (version 4.0). Strain echocardiography and cardiac biomarkers were obtained before and after RT to assess early cardiac changes. RESULTS: Seventy patients completed RT between 2011 and 2016. Median follow-up was 55 months (range, 17 to 82 months). Of 69 evaluable patients, median age was 45 years (range, 24 to 70 years). Sixty-three patients (91%) had left-sided breast cancer, two had bilateral breast cancer, and five had right-sided breast cancer. Sixty-five (94%) had stage II to III breast cancer. Sixty-eight (99%) received systemic chemotherapy. Fifty (72%) underwent immediate reconstruction. Median dose to the chest wall/breast was 49.7 Gy (relative biological effectiveness) and to the internal mammary nodes, 48.8 Gy (relative biological effectiveness), which indicates comprehensive coverage. Among 62 surviving patients, the 5-year rates for locoregional failure and overall survival were 1.5% and 91%, respectively. One patient developed grade 2 RP, and none developed grade 3 RP. No grade 4 toxicities occurred. The unplanned surgical re-intervention rate at 5 years was 33%. No significant changes in echocardiography or cardiac biomarkers after RT were found. CONCLUSION: Proton beam RT for breast cancer has low toxicity rates and similar rates of disease control compared with historical data of conventional RT. No early cardiac changes were observed, which paves the way for randomized studies to compare proton beam RT with standard RT.


Assuntos
Neoplasias da Mama/radioterapia , Linfonodos/efeitos da radiação , Terapia com Prótons/métodos , Adulto , Idoso , Neoplasias da Mama/patologia , Feminino , Humanos , Linfonodos/patologia , Pessoa de Meia-Idade , Dosagem Radioterapêutica , Adulto Jovem
17.
Pract Radiat Oncol ; 8(5): e266-e274, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29907510

RESUMO

PURPOSE: Proton postmastectomy radiation therapy (PMRT) patients are positioned daily using surface imaging with additional x-ray imaging for confirmation. This study aims to investigate whether weekly x-ray imaging with daily surface imaging, as performed for photon treatment, is sufficient to maintain PMRT patient positioning fidelity. METHODS AND MATERIALS: Calculated radiographic corrections and surface imaging residual setup errors were analyzed at the treatment angle for 28 PMRT patients (with and without breast implant, left and right sided). The temporal repartition of radiographic translations >3 mm occurring after surface imaging positioning was studied as well as their impact on the final patient position, defined as the comparison between the treatment angle surface image and the planning computed tomography scan. To compare both sets of images, the traditional bony anatomy landmarks on the digitally reconstructed radiographs were replaced by 3 radiopaque markers placed over the patient's skin tattoos. The temporal variation of the distances between these skin markers was analyzed, as were the surface imaging statistics. RESULTS: Discrepancies between surface imaging and x-ray imaging were more frequent for patients without breast implants and among reconstructed patients with large implants. One-quarter of studied patients exhibited calculated radiographic translations >3 mm during the last week of treatment. In most circumstances, applying radiographic corrections did not affect patient position, which remained within 3 mm/2° robustness tolerances. One patient's implant shifted following computed tomography planning; this shift would not have been detected without x-ray imaging. CONCLUSION: Initial and weekly x-ray acquisition combined with daily surface imaging seems adequate both for routine PMRT positioning and to monitor potential changes in the treatment area. The limits of the surface imaging system, however, need to be better specified among patients without breast implants or in those with large implant reconstructions.


Assuntos
Implantes de Mama/efeitos adversos , Neoplasias da Mama/terapia , Posicionamento do Paciente/métodos , Cuidados Pós-Operatórios/métodos , Terapia com Prótons/métodos , Pontos de Referência Anatômicos , Implante Mamário/efeitos adversos , Feminino , Humanos , Mastectomia/efeitos adversos , Planejamento da Radioterapia Assistida por Computador/métodos , Radioterapia Adjuvante/métodos , Fatores de Tempo , Tomografia Computadorizada por Raios X/efeitos adversos , Tomografia Computadorizada por Raios X/métodos
18.
Med Phys ; 45(1): 60-73, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29148575

RESUMO

BACKGROUND: Spot size σ (in air at isocenter), interspot spacing d, and spot charge q influence dose delivery efficiency and plan quality in Intensity Modulated Proton Therapy (IMPT) treatment planning. The choice and range of parameters varies among different manufacturers. The goal of this work is to demonstrate the influence of the spot parameters on dose quality and delivery in IMPT treatment plans, to show their interdependence, and to make practitioners aware of the spot parameter values for a certain facility. Our study could help as a guideline to make the trade-off between treatment quality and time in existing PBS centers and in future systems. METHODS: We created plans for seven patients and a phantom, with different tumor sites and volumes, and compared the effect of small-, medium-, and large-spot widths (σ = 2.5, 5, and 10 mm) and interspot distances (1σ, 1.5σ, and 1.75σ) on dose, spot charge, and treatment time. Moreover, we quantified how postplanning charge threshold cuts affect plan quality and the total number of spots to deliver, for different spot widths and interspot distances. We show the effect of a minimum charge (or MU) cutoff value for a given proton delivery system. RESULTS: Spot size had a strong influence on dose: larger spots resulted in more protons delivered outside the target region. We observed dose differences of 2-13 Gy (RBE) between 2.5 mm and 10 mm spots, where the amount of extra dose was due to dose penumbra around the target region. Interspot distance had little influence on dose quality for our patient group. Both parameters strongly influence spot charge in the plans and thus the possible impact of postplanning charge threshold cuts. If such charge thresholds are not included in the treatment planning system (TPS), it is important that the practitioner validates that a given combination of lower charge threshold, interspot spacing, and spot size does not result in a plan degradation. Low average spot charge occurs for small spots, small interspot distances, many beam directions, and low fractional dose values. CONCLUSIONS: The choice of spot parameters values is a trade-off between accelerator and beam line design, plan quality, and treatment efficiency. We recommend the use of small spot sizes for better organ-at-risk sparing and lateral interspot distances of 1.5σ to avoid long treatment times. We note that plan quality is influenced by the charge cutoff. Our results show that the charge cutoff can be sufficiently large (i.e., 106 protons) to accommodate limitations on beam delivery systems. It is, therefore, not necessary per se to include the charge cutoff in the treatment planning optimization such that Pareto navigation (e.g., as practiced at our institution) is not excluded and optimal plans can be obtained without, perhaps, a bias from the charge cutoff. We recommend that the impact of a minimum charge cut impact is carefully verified for the spot sizes and spot distances applied or that it is accommodated in the TPS.


Assuntos
Terapia com Prótons , Planejamento da Radioterapia Assistida por Computador/métodos , Radioterapia de Intensidade Modulada
19.
Med Phys ; 44(11): 6085-6095, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28887837

RESUMO

PURPOSE: This work aims to characterize a proton pencil beam scanning (PBS) and passive double scattering (DS) systems as well as to measure parameters relevant to the relative biological effectiveness (RBE) of the beam using a silicon on insulator (SOI) microdosimeter with well-defined 3D sensitive volumes (SV). The dose equivalent downstream and laterally outside of a clinical PBS treatment field was assessed and compared to that of a DS beam. METHODS: A novel silicon microdosimeter with well-defined 3D SVs was used in this study. It was connected to low noise electronics, allowing for detection of lineal energies as low as 0.15 keV/µm. The microdosimeter was placed at various depths in a water phantom along the central axis of the proton beam, and at the distal part of the spread-out Bragg peak (SOBP) in 0.5 mm increments. The RBE values of the pristine Bragg peak (BP) and SOBP were derived using the measured microdosimetric lineal energy spectra as inputs to the modified microdosimetric kinetic model (MKM). Geant4 simulations were performed in order to verify the calculated depth-dose distribution from the treatment planning system (TPS) and to compare the simulated dose-mean lineal energy to the experimental results. RESULTS: For a 131 MeV PBS spot (124.6 mm R90 range in water), the measured dose-mean lineal energy yD¯ increased from 2 keV/µm at the entrance to 8 keV/µm in the BP, with a maximum value of 10 keV/µm at the distal edge. The derived RBE distribution for the PBS beam slowly increased from 0.97 ± 0.14 at the entrance to 1.04 ± 0.09 proximal to the BP, then to 1.1 ± 0.08 in the BP, and steeply rose to 1.57 ± 0.19 at the distal part of the BP. The RBE distribution for the DS SOBP beam was approximately 0.96 ± 0.16 to 1.01 ± 0.16 at shallow depths, and 1.01 ± 0.16 to 1.28 ± 0.17 within the SOBP. The RBE significantly increased from 1.29 ± 0.17 to 1.43 ± 0.18 at the distal edge of the SOBP. CONCLUSIONS: The SOI microdosimeter with its well-defined 3D SV has applicability in characterizing proton radiation fields and can measure relevant physical parameters to model the RBE with submillimeter spatial resolution. It has been shown that for a physical dose of 1.82 Gy at the BP, the derived RBE based on the MKM model increased from 1.14 to 1.6 in the BP and its distal part. Good agreement was observed between the experimental and simulation results, confirming the potential application of SOI microdosimeter with 3D SV for quality assurance in proton therapy.


Assuntos
Microtecnologia/instrumentação , Terapia com Prótons , Radiometria/instrumentação , Dosagem Radioterapêutica , Espalhamento de Radiação
20.
Pract Radiat Oncol ; 7(6): e377-e384, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28734644

RESUMO

PURPOSE: Dosimetric studies have suggested greater cardiopulmonary sparing with protons over photons for left-sided postmastectomy radiation therapy (PMRT). Modern techniques such as deep inspiration breath hold (DIBH) can help spare the heart. This analysis compares photon and proton delivery with and without DIBH. METHODS AND MATERIALS: Ten women with left breast cancer referred for PMRT on a prospective clinical trial with unfavorable cardiac anatomy underwent free breathing (FB) and DIBH computed tomography simulation. A partially wide tangent photon (PWTF) during DIBH, passively scattered proton during FB, pencil-beam scanning (PBS) proton during FB, and PBS proton during DIBH plan was completed for each patient. Plans were designed to achieve 95% prescription dose coverage to 95% of chest wall and regional lymphatics while maximally sparing heart and lungs. RESULTS: All techniques resulted in similar target coverage, although protons improved homogeneity indices and cardiopulmonary sparing (omnibus P < .0001 for each metric). Heart/lung metrics for PWTF with DIBH, scattered protons with FB, PBS protons with FB, and PBS protons with DIBH, respectively, were as follows: mean heart dose (2.09, 0.39, 0.98, 0.71 Gy relative biological effectiveness [RBE]), mean left ventricle dose (3.72, 0.08, 0.19, 0.21 GyRBE), V20 left ventricle (2.73, 0.03, 0, 0%), maximum left anterior descending artery dose (46.14, 8.28, 4.58, 4.63 GyRBE), mean lung dose (13.30, 5.74, 7.63, 7.49 GyRBE), and V20 lung (26.04, 12.04, 15.18, 14.43 %). Pairwise testing confirmed an improvement in each metric with all proton plans compared with PWTF with DIBH; there were no differences in homogeneity indices or cardiopulmonary sparing between passively scattered and PBS protons, regardless of addition of DIBH. CONCLUSIONS: For left-sided PMRT, passively scattered or PBS protons with or without DIBH improves homogeneity and cardiopulmonary sparing without compromise in target coverage compared with PWTF photons with DIBH. Furthermore, the addition of DIBH to proton therapy did not provide a significant dosimetric benefit.


Assuntos
Neoplasias da Mama/radioterapia , Suspensão da Respiração , Tratamentos com Preservação do Órgão/métodos , Planejamento da Radioterapia Assistida por Computador/métodos , Radioterapia Conformacional/métodos , Neoplasias da Mama/cirurgia , Suspensão da Respiração/efeitos da radiação , Feminino , Coração/efeitos da radiação , Ventrículos do Coração/efeitos da radiação , Humanos , Pulmão/efeitos da radiação , Mastectomia , Fótons , Cuidados Pós-Operatórios , Medicina de Precisão/métodos , Prótons , Dosagem Radioterapêutica , Tomografia Computadorizada por Raios X
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