15 results on '"Brunner, Thomas B."'
Search Results
2. The role of ALBI score in patients treated with stereotactic body radiotherapy for locally advanced primary liver tumors: a pooled analysis of two prospective studies.
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Gkika, Eleni, Radicioni, Gianluca, Eichhorst, Alexandra, Kirste, Simon, Sprave, Tanja, Nicolay, Nils Henrik, Fichtner-Feigl, Stefan, Thimme, Robert, Wiehle, Rolf, Brunner, Thomas B., and Grosu, Anca-Ligia
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CANCER patients ,STEREOTACTIC radiotherapy ,OVERALL survival ,LIVER failure ,HEPATOTOXICOLOGY - Abstract
Introduction: To evaluate the outcomes after stereotactic body radiotherapy (SBRT) for locally advanced primary liver cancer. Materials and methods: Patients with locally advanced liver cancer unsuitable for other loco-regional treatments were treated with SBRT with 50--60 Gy in 3--12 fractions in two consecutive prospective trials. Results: A total of 83 patients were included, of whom 14 were excluded, leaving 69 evaluable patients with 74 treated lesions. A total of 50 patients had hepatocellular carcinoma (HCC), and 11 patients had cholangiocarcinoma (CCC). Approximately 76% had a Child-Pugh (CP) score of A, while 54% had an albumin--bilirubin (ALBI) score of 1. With a median follow-up of 29 months, the median overall survival (OS) was 11 months, and the progression-free survival (PFS) was 18 months. The ALBI score was an important predictor of overall survival (HR 2.094, p = 0.001), which remained significant also in the multivariate analysis. Patients with an ALBI grade of ≥1 had an OS of 4 months versus 23 months in patients with an ALBI grade of 1 (p ≤ 0.001). The local control at 1 and 2 years was 91%. Thirteen patients developed grade ≥ 3 toxicities, of whom nine patients experienced liver toxicities. Patients with a higher ALBI score had a high risk for developing hepatic failure (OR 6.136, p = 0.006). Discussion: SBRT is a very effective treatment with low toxicity and should be considered as a local treatment option in patients with HCC and CCC. Patients with a higher ALBI grade are at risk for developing toxicities after SBRT and have a significantly lower survival rate. [ABSTRACT FROM AUTHOR]
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- 2024
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3. ICRU report 91 on prescribing, recording, and reporting of stereotactic treatments with small photon beams: Statement from the DEGRO/DGMP working group stereotactic radiotherapy and radiosurgery
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Wilke, Lotte, Andratschke, Nicolaus, Blanck, Oliver, Brunner, Thomas B., Combs, Stephanie E., Grosu, Anca-Ligia, Moustakis, Christos, Schmitt, Daniela, Baus, Wolfgang W., and Guckenberger, Matthias
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- 2019
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4. Nodal and osseous oligometastatic prostate cancer: a cohort including the introduction of PSMA-PET/CT-guided stereotactic and hypofractionated radiotherapy with elective nodal therapy.
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Gawish, Ahmed, Walke, Matthias, Röllich, Burkard, Ochel, Hans-Joachim, and Brunner, Thomas B.
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STEREOTACTIC radiotherapy ,PROSTATE cancer ,UNIVARIATE analysis ,DOSE fractionation - Abstract
Purpose: Oligometastatic prostate cancer is heavily investigated, and conventionally fractionated elective nodal treatment appears to increase biochemical relapse-free (bRFS) survival. The novelty of this report is to present elective nodal radiotherapy (ENRT) with simultaneous integrated boost with stereotactic (SBRT) or hypofractionated radiotherapy (HoFRT) for tolerance and for bRFS which we compared with SBRT of the involved field (IF) only. Materials and methods: Patients between 2018 and 2021 with and oligometastatic prostate cancer treated with SBRT or hypofractionation were eligible. A radiobiologically calculated simultaneous integrated boost approach enabled to encompass elective nodal radiotherapy (ENRT) with high doses to PSMA-positive nodes. A second group had only involved field (IF) nodal SBRT. Results: A total of 44 patients with 80 lesions of initially intermediate- (52%) or high-risk (48%) D'Amico omPC were treated with SBRT to all visible PSMA-PET/CT lesions and 100% of the treated lesions were locally controlled after a median follow-up was 18 months (range 3–42 months). Most lesions (56/80; 70%) were nodal and the remainder osseous. Median bPFS was 16 months and ADT-free bPFS 18 months. ENRT (31 patients) versus IF (13 patients) prevented regional relapse more successfully. At univariate analysis, both initial PSA and length of the interval between primary diagnosis and biochemical failure were significant for biochemical control. Treatment was well tolerated and only two patients had toxicity ≥ grade 3 (1 GU and 1 GI, each). Discussion/conclusion: SBRT and hypofractionated radiotherapy at curative doses with ENRT was more effective to delay ADT than IF, controlled all treated lesions and was well tolerated. [ABSTRACT FROM AUTHOR]
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- 2023
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5. A single-center experience with linear accelerator-based stereotactic radiotherapy for meningiomas: hypofractionation and radiosurgery.
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Gawish, Ahmed, Abdulayev, Nurlan, El-Arayed, Souhir, Röllich, Burkard, Ochel, Hans-Joachim, and Brunner, Thomas B.
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STEREOTACTIC radiotherapy ,STEREOTACTIC radiosurgery ,RADIOSURGERY ,DOSE fractionation ,SURGICAL excision ,BENIGN tumors ,INTRACRANIAL tumors - Abstract
Purpose: Meningioma is a common type of benign tumor that can be managed in several ways, ranging from close observation, surgical resection, and various types of radiation. We present here results from a 10 year experience treating meningiomas with a hypofractionated approach. Materials and methods: To define the rate of tumor control and factors associated with the relief of symptoms and radiation-related complications after radiosurgery and hypofractionated radiosurgery for patients with imaging-defined intracranial meningiomas. We reviewed the charts of 48 patients treated with stereotactic radiosurgery (SRS) or hypofractionated stereotactic radiotherapy (SRT) from 2002 to 2018. A total of 37 (82%) patients had WHO Grade 1 disease, and 11 (22%) had Grade 2. Outcomes that were analyzed included local control rates and the rate and grade of any reported toxicity. Results: Only 36 patients with 38 lesions, who underwent the follow-up regime, were enrolled in the retrospective analysis. The follow-up mean was 40 months (12–120 months). 25/34 patients had surgery before the radiotherapy. Sixteen underwent SRS with a median dose of 13, 5, and 20 received hypofractionated SBRT with a median dose of 26.9 (22-45 Gy) in median six fractions (5–13 fractions). Local control at 2 and 5 years for all patients was 90 and 70%, respectively. No patient suffered from toxicity > 2 CTC. 21/36 patients showed stable disease, while 8/36 patients showed partial Remission. 7/36 developed recurrent meningioma (five in-field), only one patient with grade 1 meningioma, in a median of 22 months (13–48 months). Conclusion: SFRT was superior to SRS for local control in our analysis of Grade I meningiomas. This might be due to a tendency for higher EQD2 in the PTV with SFRT compared to SRS, which was reduced to avoid brain necrosis in large PTVs. Therefore, SFRT appears preferable for typical meningioma PTVs. [ABSTRACT FROM AUTHOR]
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- 2023
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6. Stereotactic or conformal radiotherapy for adrenal metastases: Patient characteristics and outcomes in a multicenter analysis.
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Buergy, Daniel, Würschmidt, Florian, Gkika, Eleni, Hörner‐Rieber, Juliane, Knippen, Stefan, Gerum, Sabine, Balermpas, Panagiotis, Henkenberens, Christoph, Voglhuber, Theresa, Kornhuber, Christine, Barczyk, Steffen, Röper, Barbara, Rashid, Ali, Blanck, Oliver, Wittig, Andrea, Herold, Hans‐Ulrich, Brunner, Thomas B., Klement, Rainer J., Kahl, Klaus Henning, and Ciernik, Ilja F.
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STEREOTACTIC radiotherapy ,SKIN cancer ,ADRENAL insufficiency ,OVERALL survival ,METASTASIS ,NON-small-cell lung carcinoma ,CANCER invasiveness - Abstract
To report outcome (freedom from local progression [FFLP], overall survival [OS] and toxicity) after stereotactic, palliative or highly conformal fractionated (>12) radiotherapy (SBRT, Pall‐RT, 3DCRT/IMRT) for adrenal metastases in a retrospective multicenter cohort within the framework of the German Society for Radiation Oncology (DEGRO). Adrenal metastases treated with SBRT (≤12 fractions, biologically effective dose [BED10] ≥ 50 Gy), 3DCRT/IMRT (>12 fractions, BED10 ≥ 50 Gy) or Pall‐RT (BED10 < 50 Gy) were eligible for this analysis. In addition to unadjusted FFLP (Kaplan‐Meier/log‐rank), we calculated the competing‐risk‐adjusted local recurrence rate (CRA‐LRR). Three hundred twenty‐six patients with 366 metastases were included by 21 centers (median follow‐up: 11.7 months). Treatment was SBRT, 3DCRT/IMRT and Pall‐RT in 260, 27 and 79 cases, respectively. Most frequent primary tumors were non‐small‐cell lung cancer (NSCLC; 52.5%), SCLC (16.3%) and melanoma (6.7%). Unadjusted FFLP was higher after SBRT vs Pall‐RT (P =.026) while numerical differences in CRA‐LRR between groups did not reach statistical significance (1‐year CRA‐LRR: 13.8%, 17.4% and 27.7%). OS was longer after SBRT vs other groups (P <.05) and increased in patients with locally controlled metastases in a landmark analysis (P <.0001). Toxicity was mostly mild; notably, four cases of adrenal insufficiency occurred, two of which were likely caused by immunotherapy or tumor progression. Radiotherapy for adrenal metastases was associated with a mild toxicity profile in all groups and a favorable 1‐year CRA‐LRR after SBRT or 3DCRT/IMRT. One‐year FFLP was associated with longer OS. Dose‐response analyses for the dataset are underway. What's new? When added to systemic therapy, does local treatment reduce recurrence or overall survival (OS) for patients with limited metastases? In this study, the authors found that, in patients with adrenal metastases, both stereotactic body radiotherapy (SBRT) and highly conformal, intensity‐modulated radiotherapy (3DCRT/IMRT) were associated with a decreased local recurrence rate and a mild toxicity profile. Local control at 12 months was, in turn, associated with increased OS. [ABSTRACT FROM AUTHOR]
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- 2021
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7. Efficacy of Stereotactic Body Radiotherapy in Patients With Hepatocellular Carcinoma Not Suitable for Transarterial Chemoembolization (HERACLES: HEpatocellular Carcinoma Stereotactic RAdiotherapy CLinical Efficacy Study).
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Brunner, Thomas B., Bettinger, Dominik, Schultheiss, Michael, Maruschke, Lars, Sturm, Lukas, Bartl, Nico, Koundurdjieva, Ivana, Kirste, Simon, Neeff, Hannes P., Goetz, Christian, Nicolay, Nils Henrik, Ihorst, Gabriele, Bamberg, Fabian, Thimme, Robert, Grosu, Anca-Ligia, and Gkika, Eleni
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CHEMOEMBOLIZATION ,STEREOTACTIC radiotherapy ,HEPATOCELLULAR carcinoma ,RADIOTHERAPY - Abstract
The aim of this prospective observational trial was to evaluate the efficacy, toxicity and quality of life after stereotactic body radiation therapy (SBRT) in patients with hepatocellular carcinoma (HCC) and to assess the results of this treatment in comparison to trans-arterial chemoembolization (TACE). Patients with HCC, treated with TACE or SBRT, over a period of 12 months, enrolled in the study. The primary endpoint was feasibility; secondary endpoints were toxicity, quality of life (QOL), local progression (LP) and overall survival (OS). Between 06/2016 and 06/2017, 19 patients received TACE and 20 SBRT, 2 of whom were excluded due to progression. The median follow-up was 31 months. The QOL remained stable before and after treatment and was comparable in both treatment groups. Five patients developed grade ≥ 3 toxicities in the TACE group and 3 in the SBRT group. The cumulative incidence of LP after 1-, 2- and 3-years was 6, 6, 6% in the SBRT group and 28, 39, and 65% in the TACE group (p = 0.02). The 1- and 2- years OS rates were 84% and 47% in the TACE group and 44% and 39% in the SBRT group (p = 0.20). In conclusion, SBRT is a well-tolerated local treatment with a high local control rates and can be safely delivered, while preserving the QOL of HCC patients. [ABSTRACT FROM AUTHOR]
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- 2021
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8. ESTRO ACROP guidelines for target volume definition in pancreatic cancer.
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Brunner, Thomas B., Haustermans, Karin, Huguet, Florence, Morganti, Alessio G., Mukherjee, Somnath, Belka, Claus, Krempien, Robert, Hawkins, Maria A., Valentini, Vincenzo, and Roeder, Falk
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PANCREATIC cancer , *STEREOTACTIC radiotherapy , *CHEMORADIOTHERAPY , *PANCREATIC surgery , *DISEASE management , *PATIENT positioning - Abstract
• This guideline aims to help radiation oncologists to delineate target volumes for patients with ductal adenocarcinoma for conventionally fractionated and for stereotactic body radiotherapy. • Elective nodal areas are not recommended to be included for definitive treatment. • Consensus recommendations are given for adjuvant and neoadjuvant therapy ± the inclusion of nodal areas. • Organs of risk are defined and dose constraints are given. Despite of the predominant role of chemotherapy and surgery in pancreatic ductal adenocarcinoma (PDAC), radiotherapy (RT) still has a place in multimodal management of this disease where local tumour sequelae are fatal in about 40% of the patients. RT (chemoradiotherapy and stereotactic body radiotherapy) is used and investigated in the non-metastatic setting as part of definitive treatment strategies, in (neo)adjuvant settings and for locally recurrent disease. The ACROP committee was delegated by ESTRO to recommend target volume delineation for these clinical situations. The guidelines of this document are a result of a structured evaluation of the best available evidence by a panel of international experts in the field. Guidance for treatment planning including diagnostic imaging is provided. Recommendations are given for GTV delineation. The role and the definition of CTV volumes are critically discussed. Aspects of motion management and patient positioning are taken into account for PTV definition. Furthermore, aspects of delineation of organs at risk and of dose constraints are described in both, standard and hypofractionated, settings. This guideline has the purpose to support standardised and optimised processes of RT treatment planning for both, clinical practice and prospective studies. [ABSTRACT FROM AUTHOR]
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- 2021
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9. Stereotactic body radiotherapy dose and its impact on local control and overall survival of patients for locally advanced intrahepatic and extrahepatic cholangiocarcinoma.
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Brunner, Thomas B., Blanck, Oliver, Lewitzki, Victor, Abbasi-Senger, Nasrin, Momm, Felix, Riesterer, Oliver, Duma, Marciana Nona, Wachter, Stefan, Baus, Wolfgang, Gerum, Sabine, Guckenberger, Matthias, and Gkika, Eleni
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STEREOTACTIC radiotherapy , *CHOLANGITIS , *RADIATION doses , *STANDARD deviations , *CHOLANGIOCARCINOMA - Abstract
Highlights • This is the largest series of stereotactic body radiotherapy for cholangiocarcinoma. • Patients who were treated with a higher maximum dose had longer overall survival compared to patients treated with lower dose. • SBRT prescribed dose, median dose to the GTV and maximum dose all predicted local control. • SBRT was well tolerated with few side effects. Abstract Purpose Non-resectable cholangiocarcinoma (CCC) is a significant therapeutic challenge because of bad prognosis. This study analyzed the outcome after SBRT for intra- and extrahepatic CCC. Material and methods Sixty-four patients with 82 CCC lesions from a retrospective multicenter database were analyzed. Available parameters were analyzed for local control (LC), overall survival (OS) and toxicity. Results Median follow-up time for patients alive was 35 months (range 7–91 months). Median overall survival (OS) time was 15 months; 2-year and 3-year OS rates were 32% and 21%. Median prescribed biological effective radiation dose (BED, α/β = 10) was 67.2 Gy 10 (range, 36–115 Gy 10 ; SD: 20 Gy 10) in median 8 fractions (range, 3–17; 95% CI: 3–12), median BED max was 91 Gy 10. BED was the only prognostic factor for LC and OS. Patients receiving BED max >91 Gy 10 had a median OS of 24 months vs. 13 months for those receiving lower doses (p = 0.008). LC rates at 12 and 24 months were 91% and 80% for BED max >91 Gy 10 vs. 66% and 39% for lower doses (p = 0.009). Of note, tumor size and PTV were neither predictive nor prognostic for LC and OS. Treatment tolerance was good with 17% of grade 1 gastroduodenitis, 11% of grade 2–3 cholangitis and 4.7% of grade 3 gastrointestinal bleeding. Conclusion This is the largest reported series on SBRT in cholangiocarcinoma. Overall survival and local control were significantly improved after higher doses (BED) and tolerance was excellent. [ABSTRACT FROM AUTHOR]
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- 2019
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10. ICRU-Bericht 91 über die Verschreibung, Aufzeichnung und Dokumentation von stereotaktischen Behandlungen mit kleinen Photonenfeldern : Stellungnahme der DEGRO/DGMP-Arbeitsgruppe Stereotaktische Strahlentherapie und Radiochirurgie.
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Wilke, Lotte, Andratschke, Nicolaus, Blanck, Oliver, Brunner, Thomas B., Combs, Stephanie E., Grosu, Anca-Ligia, Moustakis, Christos, Schmitt, Daniela, Baus, Wolfgang W., and Guckenberger, Matthias
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The International Commission on Radiation Units and Measurements (ICRU) report 91 with the title "prescribing, recording, and reporting of stereotactic treatments with small photon beams" was published in 2017. This extensive publication covers different relevant aspects of stereotactic radiotherapy such as small field dosimetry, accuracy requirements for volume definition and planning algorithms, and the precise application of treatment by means of image guidance. Finally, recommendations for prescribing, recording and reporting are given. [ABSTRACT FROM AUTHOR]
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- 2019
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11. Comparison of local tumor control in patients with HCC treated with SBRT or TACE: a propensity score analysis.
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Bettinger, Dominik, Gkika, Eleni, Schultheiss, Michael, Glaser, Nicolas, Lange, Sophie, Maruschke, Lars, Buettner, Nico, Kirste, Simon, Nestle, Ursula, Grosu, Anca-Ligia, Thimme, Robert, and Brunner, Thomas B.
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STEREOTACTIC radiotherapy ,LIVER cancer ,CHEMOEMBOLIZATION ,THERAPEUTIC embolization ,PROPENSITY score matching ,COMBINED modality therapy ,HEPATOCELLULAR carcinoma ,LIVER tumors ,LONGITUDINAL method ,PROBABILITY theory ,RADIOSURGERY ,RETROSPECTIVE studies - Abstract
Background: As stereotactic body radiation therapy (SBRT) has shown to be effective and safe in patients with hepatocellular carcinoma (HCC), the aim of our propensity score matched analysis was to evaluate the efficacy of SBRT in comparison to transarterial chemoembolization (TACE) in intermediate and advanced HCC.Methods: Patients treated with TACE (n = 367) and patients allocated to SBRT (n = 35) were enrolled in this study. Propensity score matching was performed to adjust for differences in baseline and tumor characteristics of TACE and SBRT patients. Local tumor control (LC) 1 year after treatment, overall survival (OS) and 1-year mortality were assessed.Results: Patients treated with SBRT have received more prior HCC treatments compared to TACE patients. The LC 1 year after treatment in the unmatched cohort was 74.4% for TACE patients compared to 84.8% in the SBRT group. Patients treated with TACE showed significantly improved OS (17.0 months vs. 9.0 months, p = 0.016). After propensity score matching, the LC in the TACE (n = 70) and SBRT (n = 35) group was comparable (82.9% vs. 84.8%, p = 0.805) and OS did not differ significantly in both groups.Conclusions: SBRT after prior HCC therapy in selected patients shows comparable LC at 1 year, OS and 1-year mortality compared to patients treated with TACE. [ABSTRACT FROM AUTHOR]- Published
- 2018
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12. SBRT in pancreatic cancer: What is the therapeutic window?
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Brunner, Thomas B., Nestle, Ursula, Grosu, Anca-Ligia, and Partridge, Mike
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STEREOTACTIC radiotherapy , *PANCREATIC cancer treatment , *HEALTH outcome assessment , *TOXICITY testing , *SYSTEMATIC reviews , *RADIATION doses - Abstract
Purpose/objective: To analyse outcome and toxicity of stereotactic body radiotherapy (SBRT) in pancreatic cancer (PDAC). Material/methods: We systematically reviewed full reports on outcome and toxicity transforming prescription doses to equivalent doses of 2 Gy (EQD2) and biological equivalent doses (BED). Pearson product-moment correlation coefficient, regression analysis and Lyman–Kutcher–Burman modelling were used. Results: Sixteen trials (572 patients) were identified. Local control correlated with dose. Additionally 4 upper gastrointestinal-SBRT trials (149 patients) were included for toxicity analysis. Acute toxicity was mild but late toxicity ⩾G2 was substantial and predominantly gastrointestinal. Late toxicity ⩾G2 and ⩾G3 correlated highly with EQD2/BED after linear ( R 2 = 0.85 and 0.77, respectively) and Lyman–Kutcher–Burman modelling. Linear regression lines indicated ⩾G2 and ⩾G3 toxicity frequencies of 5% at 65 Gy and 80 Gy EQD2-α/β = 3, respectively. A comparison of toxicity with dose constraints for duodenum revealed partly inadequate dose constraints. Conclusion: Results from multiple fraction regimens could be successfully interpreted to estimate toxicity according to EQD2/BED prescription doses, and dose constraints for the duodenum were derived, whereas local control appeared to be less dose-dependent. This analysis may be useful to plan clinical trials for SBRT and hypofractionated radiotherapy in pancreatic cancer. [ABSTRACT FROM AUTHOR]
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- 2015
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13. Molecular verification of stereotactic radiotherapy in rats using ATMpS1981 immunofluorescence
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Brunner, Thomas B., Ernst-Stecken, Antje, Jeske, Ina, Grabenbauer, Gerhard G., Sauer, Rolf, and Distel, Luitpold
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RADIOSURGERY , *TUMOR treatment , *IMMUNOFLUORESCENCE , *SERINE - Abstract
Abstract: Background and purpose: Stereotactic radiation therapy and radiosurgery (STS) might be useful for focused treatment in orthotopic tumor models or to evaluate normal tissues. Spatial accuracy of dose-delivery is crucial and needs to be proven. This study intended to show on a molecular level precision of STS using the radiation activated molecule phospho-serine 1981-ATM (ATMpS1981). Patients and methods: Wistar rats underwent MRI fused with CT for treatment with a NOVALIS™ (BrainLab) STS device. Rats (body weight=350g, respectively) were irradiated with 2Gy to selected areas of the brain, the lung, the liver, and the pancreas. Animals were sacrificed 1h after STS and organs were explanted for pathohistological workup. Coronal HE-stained sections of treated organs were matched with coronal MRI and CT reconstructions and isodose distributions of STS. Immunofluorescence signal expression in the nuclei after incubation with anti-ATMpS1981 antibody was compared to the target volume of STS. Results: Three consecutive animals were treated with STS using 2Gy single dose which resulted in no apparent changes on HE staining but obvious immunofluorescence signals in irradiated regions. In concordance with isodose distributions these signals had a maximum intensity within the 90% isodose and gradually decreased to a background level with very low nuclear immunofluorescence signals for ATMpS1981. These results were consistent throughout all of the four investigated organs (brain, lung, liver, pancreas) and could be repeated in all of the investigated animals. Conclusions: ATMpS1981 immunofluorescence confirms accuracy of STS allowing for partial organ irradiation in small animals. It can be used for quality assurance in STS treatment of normal tissue or orthotopic tumor models. [Copyright &y& Elsevier]
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- 2006
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14. Comparative analysis between interstitial brachytherapy and stereotactic body irradiation for local ablation in liver malignancies.
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Hass, Peter, Mohnike, Konrad, Kropf, Siegfried, Brunner, Thomas B., Walke, Mathias, Albers, Dirk, Petersen, Cordula, Damm, Robert, Walter, Franziska, Ricke, Jens, Powerski, Maciej, and Corradini, Stefanie
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INTERSTITIAL brachytherapy , *LIVER , *COMPARATIVE studies , *STEREOTACTIC radiotherapy , *IRRADIATION - Abstract
Interstitial high-dose-rate brachytherapy (BT) is an alternative treatment option to stereotactic body radiotherapy (SBRT) for the ablative treatment of liver malignancies. The aim of the present comparative planning study was to reveal the possibilities and limitations of both techniques with regard to dosimetric properties. Eighty-five consecutive patients with liver malignancy diagnosis were treated with interstitial BT between 12/2008 and 09/2009. The prescription dose of BT varied between 15 and 20 Gy, depending on histology. For dosimetric comparison, virtual SBRT treatment plans were generated using the original BT planning CTs. Additional margins reflecting the respiratory tumor motion were added to the target volumes for SBRT planning. The mean PTV BT was 34.7 cm3 (0.5–410.0 cm3) vs. a mean PTV SBRT of 73.2 cm3 (6.1–593.4 cm3). Regarding the minimum peripheral dose (D 99.9), BT achieved the targeted prescription dose of 15 Gy/20 Gy better without violating organ at risk constraints. The dose exposure of the liver was significantly influenced by treatment modality. The liver exposure to 5 Gy was statistically lower with 611 ± 43 cm3 for BT as compared with 694 ± 37 cm3 for SBRT plans (20-Gy group, p = 0.001), corresponding to 41.8% vs. 45.9% liver volume, respectively. To the best of our knowledge, this is the first report on the comparison of clinically treated liver BT treatments with virtually planned SBRT treatments. The planning study showed a superior outcome of BT regarding dose coverage of the target volume and exposed liver volume. Nevertheless, further studies are needed to determine ideal applicability for each treatment approach. [ABSTRACT FROM AUTHOR]
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- 2019
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15. Development and external validation of an MRI-based neural network for brain metastasis segmentation in the AURORA multicenter study.
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Buchner, Josef A., Kofler, Florian, Etzel, Lucas, Mayinger, Michael, Christ, Sebastian M., Brunner, Thomas B., Wittig, Andrea, Menze, Björn, Zimmer, Claus, Meyer, Bernhard, Guckenberger, Matthias, Andratschke, Nicolaus, El Shafie, Rami A., Debus, Jürgen, Rogers, Susanne, Riesterer, Oliver, Schulze, Katrin, Feldmann, Horst J., Blanck, Oliver, and Zamboglou, Constantinos
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BRAIN metastasis , *STEREOTACTIC radiotherapy , *PEARSON correlation (Statistics) , *DATA augmentation , *DEEP learning - Abstract
• A deep learning model achieved effective segmentation results within a multicenter external testing cohort. • Detection of brain metastases was possible with high effectiveness. • Segmentation results were stable across medical centers. • Brain metastasis volume did not affect segmentation performance. • Automatic segmentation can function as a basis for treatment planning or computational analysis. Stereotactic radiotherapy is a standard treatment option for patients with brain metastases. The planning target volume is based on gross tumor volume (GTV) segmentation. The aim of this work is to develop and validate a neural network for automatic GTV segmentation to accelerate clinical daily routine practice and minimize interobserver variability. We analyzed MRIs (T1-weighted sequence ± contrast-enhancement, T2-weighted sequence, and FLAIR sequence) from 348 patients with at least one brain metastasis from different cancer primaries treated in six centers. To generate reference segmentations, all GTVs and the FLAIR hyperintense edematous regions were segmented manually. A 3D-U-Net was trained on a cohort of 260 patients from two centers to segment the GTV and the surrounding FLAIR hyperintense region. During training varying degrees of data augmentation were applied. Model validation was performed using an independent international multicenter test cohort (n = 88) including four centers. Our proposed U-Net reached a mean overall Dice similarity coefficient (DSC) of 0.92 ± 0.08 and a mean individual metastasis-wise DSC of 0.89 ± 0.11 in the external test cohort for GTV segmentation. Data augmentation improved the segmentation performance significantly. Detection of brain metastases was effective with a mean F1-Score of 0.93 ± 0.16. The model performance was stable independent of the center (p = 0.3). There was no correlation between metastasis volume and DSC (Pearson correlation coefficient 0.07). Reliable automated segmentation of brain metastases with neural networks is possible and may support radiotherapy planning by providing more objective GTV definitions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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