272 results on '"Zamboglou C"'
Search Results
52. Voxel-weiser Vergleich der Ga-68-RM2-PET mit der Histologie und mit der Ga-68-HBED-CC-PET zur besseren Bestimmung der lokalen Tumorausdehnung beim primären Prostatakarzinom
- Author
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Faßbender, T, additional, Schiller, F, additional, Zamboglou, C, additional, Jilg, CA, additional, and Mix, M, additional
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- 2020
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53. P033 - Genomic classifiers in personalized prostate cancer radiotherapy approaches – a systematic review and future perspectives based on international consensus
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Spohn, S.K.B., Draulans, C., Kishan, A.U., Spratt, D., Ross, A., Maurer, T., Tilki, D., Berlin, A., Blanchard, P., Collins, S., Bronsert, P., Chen, R., Dal Pra, A., De Meerler, G., Eade, T., Haustermans, K., Hölscher, T., Höcht, S., Ghadjar, P., Davicioni, E., Heck, M., Kerkmeijer, L.G., Kirste, S., Tselis, N., Tran, P.T., Pinkawa, M., Pommier, P., Deltas, C., Schmidt-Hegemann, N-S., Wiegel, T., Zilli, T., Tree, A.C., Qiu, X., Murthy, V., Epstein, J.I., Graztke, C., Grosu, A.L., Kamran, S.C., Zamboglou, C., and Pinkawa
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- 2022
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54. Radiomic Features from PSMA PET for Intraprostatic Tumor Discrimination and Characterization in Patients with Prostate Cancer. a Comparison Study with Histology Reference
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Zamboglou, C., primary, Carles, M., additional, Fechter, T., additional, Fassbender, T., additional, Ruf, J., additional, Bronsert, P., additional, Koeber, G., additional, Jilg, C.A., additional, Baltas, D., additional, Mix, M., additional, and Grosu, A., additional
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- 2019
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55. EP-1528 Feasibility and toxicity of focal dose escalation on multimodally defined GTVs in prostate cancer
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Haehl, E., primary, Zamboglou, C., additional, Rischke, H.C., additional, Bock, M., additional, Kirste, S., additional, Mix, M., additional, Meyer, P.T., additional, Baltas, D., additional, and Grosu, A.L., additional
- Published
- 2019
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56. OC-0162 PSMA PET/CT for intraprostatic tumor delineation and characterization based on radiomic features
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Zamboglou, C., primary, Carles, M., additional, Kiefer, S., additional, Fechter, T., additional, Bronsert, P., additional, Reichel, K., additional, Soerensen, A., additional, Ruf, J., additional, Fahrner, M., additional, Rischke, H.C., additional, Schilling, O., additional, Jilg, C.A., additional, Baltas, D., additional, Mix, M., additional, and Grosu, A.L., additional
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- 2019
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57. Einfluss der Ga-68 PSMA-PET/CT auf das strahlentherapeutische Vorgehen bei Patienten mit Prostatakarzinomen
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Schmidt-Hegemann, NS, additional, Eze, C, additional, Li, M, additional, Rogowski, P, additional, Schaefer, C, additional, Stief, C, additional, Buchner, A, additional, Zamboglou, C, additional, Fendler, WP, additional, Ganswindt, U, additional, Cyran, C, additional, Bartenstein, P, additional, Belka, C, additional, and Ilhan, H, additional
- Published
- 2019
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58. Proteome Profiling of Primary Pancreatic Ductal Adenocarcinomas Undergoing Additive Chemoradiation Link ALDH1A1 to Early Local Recurrence and Chemoradiation Resistance
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Oria, V.O., primary, Bronsert, P., additional, Thomsen, A.R., additional, Föll, M.C., additional, Zamboglou, C., additional, Hannibal, Luciana, additional, Behringer, S., additional, Biniossek, M.L., additional, Schreiber, C., additional, Grosu, A.L., additional, Bolm, L., additional, Rades, D., additional, Keck, T., additional, Werner, M., additional, Wellner, U.F., additional, and Schilling, O., additional
- Published
- 2018
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59. P047 - Metastasis-free survival after salvage radiotherapy for post-operative prostate cancer patients in the PSMA PET/CT era – a multicenter analysis
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Zamboglou, C., Schmidt-Hegemann, N.S., Emmett, L., Strouthos, I., Ferentinos, K., Serani, F., Farolfi, A., Fanti, S., Federica, M., Lanzafame, H., Kirste, S., Ruf, J., Vrachimis, A., Ceci, F., Grosu, A.L., and Henkenberens, C.
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- 2021
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60. PO-0930: Influence of inhomogeneous radiosensitivity and intrafractional movement on TCP in prostate cancer
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Thomann, B., primary, Sachpazidis, I., additional, Koubar, K., additional, Zamboglou, C., additional, Mavroidis, P., additional, Wiehle, R., additional, Grosu, A.L., additional, and Baltas, D., additional
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- 2018
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61. PO-0818: Focal IMRT dose escalation for prostate cancer using PSMA PET/CT and MRI: a planning study
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Zamboglou, C., primary, Thomann, B., additional, Koubar, K., additional, Sachpazidis, I., additional, Bronsert, P., additional, Krauss, T., additional, Rischke, H.C., additional, Salman, N., additional, Reichel, K., additional, Meyer, P.T., additional, Bock, M., additional, Baltas, D., additional, and Grosu, A.L., additional
- Published
- 2018
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62. Comparison of PSMA-PET/CT and Multiparametric MRI for Dose Painting Guidance in Patients With Primary Prostate Cancer Based on Comparison with Histology Reference
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Zamboglou, C., primary, Sachpazidis, I., additional, Koubar, K., additional, Drendel, V., additional, Mavroidis, P., additional, Jilg, C.A., additional, Krauss, T., additional, Rischke, H.C., additional, Werner, M., additional, Langer, M., additional, Meyer, P.T., additional, Baltas, D., additional, and Grosu, A., additional
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- 2017
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63. EP-1597: Focal dose escalation in prostate cancer with PSMA-PET/CT and MRI: planning study based on histology
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Zamboglou, C., primary, Sachpazidis, I., additional, Koubar, K., additional, Drendel, V., additional, Werner, M., additional, Rischke, H.C., additional, Langer, M., additional, Schiller, F., additional, Krauss, T., additional, Wiehle, R., additional, Meyer, P.T., additional, Grosu, A.L., additional, and Baltas, D., additional
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- 2017
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64. PV-0551: PSMA PET/CT vs MRI for GTV delineation in prostate cancer: a comparison with histology
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Zamboglou, C., primary, Drendel, V., additional, Jilg, C.A., additional, Rischke, H.C., additional, Teresa I, B., additional, Krauss, T., additional, Werner, M., additional, Bock, M., additional, Langer, M., additional, Meyer, P.T., additional, and Grosu, A.L., additional
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- 2017
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65. PO-0824: IMRT dose painting for prostate cancer using PSMA-PET/CT: a planning study based on histology
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Koubar, K., primary, Zamboglou, C., additional, Sachpazidis, I., additional, Wiehle, R., additional, Kirste, S., additional, Drendel, V., additional, Mix, M., additional, Schiller, F., additional, Mavroidis, P., additional, Meyer, P.T., additional, Grosu, A.L., additional, and Baltas, D., additional
- Published
- 2017
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66. Validation of 68Ga-HBED-CC PSMA-PET/CT and multiparametric MRI for gross tumor volume delineation in patients with primary prostate cancer based on comparison with histology reference
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Zamboglou, C., primary, Drendel, V., additional, Jilg, C.A., additional, Rischke, H.C., additional, Beck, T.I., additional, Krauss, T., additional, Schiller, F., additional, Meyer, P.T., additional, and Grosu, A.L., additional
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- 2016
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67. A Voxel-Wise Comparison of 68ga-Hbed-CC-PSMA PET/CT Versus Histopathology in Primary Localized Prostate Cancer: Implementations for Radiation Therapy Treatment Planning
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Zamboglou, C., primary, Schiller, F., additional, Fechter, T., additional, Drendel, V., additional, Mix, M., additional, Meyer, P.T., additional, and Grosu, A., additional
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- 2016
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68. PO-0926: Voxel-based PSMA-PET/histopathology analysis in patients with primary prostate cancer
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Zamboglou, C., primary, Schiller, F., additional, Fechter, T., additional, Drendel, V., additional, Jilg, C.A., additional, Meyer, P.T., additional, Mix, M., additional, and Grosu, A.L., additional
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- 2016
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69. EP-1382: PET/CT and MRI guided salvage radiotherapy after prostatectomy for prostate cancer
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Kirste, S., primary, Bons, J., additional, Volegova-Neher, N., additional, Zamboglou, C., additional, Henne, K., additional, Schultze-Seemann, W., additional, Rischke, H.C., additional, and Grosu, A.L., additional
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- 2016
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70. EP-1249: A therapeutic challenge: metastatic pancreatic cancer with musculoskeletal predilection. Case report and review
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Zamboglou, C., primary, Grosu, A.L., additional, Azemar, M., additional, and Brunner, T., additional
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- 2014
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71. 168 - Validation of 68Ga-HBED-CC PSMA-PET/CT and multiparametric MRI for gross tumor volume delineation in patients with primary prostate cancer based on comparison with histology reference
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Zamboglou, C., Drendel, V., Jilg, C.A., Rischke, H.C., Beck, T.I., Krauss, T., Schiller, F., Meyer, P.T., and Grosu, A.L.
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- 2016
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72. A Voxel-Wise Comparison of68ga-Hbed-CC-PSMA PET/CT Versus Histopathology in Primary Localized Prostate Cancer: Implementations for Radiation Therapy Treatment Planning
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Zamboglou, C., Schiller, F., Fechter, T., Drendel, V., Mix, M., Meyer, P.T., and Grosu, A.
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- 2016
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73. Stereotactic radiotherapy in the liver hilum
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Zamboglou, C., primary, Meßmer, M.-B., additional, Becker, G., additional, and Momm, F., additional
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- 2011
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74. Voxel-weiser Vergleich der Ga-68-RM2-PET mit der Histologie und mit der Ga-68-HBED-CC-PET zur besseren Bestimmung der lokalen Tumorausdehnung beim primären Prostatakarzinom.
- Author
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Faßbender, T, Schiller, F, Zamboglou, C, Jilg, CA, and Mix, M
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- 2020
- Full Text
- View/download PDF
75. Outcome after PSMA PET/CT based radiotherapy in patients with biochemical recurrence after radical prostatectomy-a bi-institutional retrospective analysis
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Schmidt-Hegemann, N. -S, Stief, C., Kim, T., Eze, C., Kirste, S., Li, M., Schultze-Seemann, W., Meyer, P. T., Ilhan, H., Wolfgang Fendler, Bartenstein, P., Ganswindt, U., Grosu, A. -L, Belka, C., and Zamboglou, C.
76. Normofractionated Radiation Therapy of the entire Pelvis versus stereotactic Radiation Therapy in Patients with isolated Lymph Node Metastases in the salvage Therapy for recurrent Prostate Cancer after Surgery - a multicenter retrospective Analysis
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Toncheva, P., Schmidt-Hegemann, N. -S, Kirste, S., Volegova-Neher, N., Eze, C., Li, M., Belka, C., Stief, C., Bartenstein, P., Ganswindt, U., Alongi, F., ciro franzese, Scorsetti, M., Schultze-Seemann, W., Jilg, C., Meyer, P., Grosu, A. -L, Nicosia, L., and Zamboglou, C.
77. Einfluss der Ga-68 PSMA-PET/CT auf das strahlentherapeutische Vorgehen bei Patienten mit Prostatakarzinomen
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Schmidt-Hegemann, NS, Eze, C, Li, M, Rogowski, P, Schaefer, C, Stief, C, Buchner, A, Zamboglou, C, Fendler, WP, Ganswindt, U, Cyran, C, Bartenstein, P, Belka, C, and Ilhan, H
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- 2019
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78. Implementation of PET/CT in radiation oncology-a patterns-of-care analysis of the German Society of Nuclear Medicine and the German Society of Radiation Oncology.
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Wegen S, Nestle U, Zamboglou C, Spohn SKB, Nicolay NH, Unterrainer LM, Koerber SA, La Fougère C, Fokas E, Kobe C, Eze C, Grosu AL, Fendler WP, Holzgreve A, Werner R, and Schmidt-Hegemann NS
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- Germany, Humans, Practice Patterns, Physicians' statistics & numerical data, Societies, Medical, Neoplasms radiotherapy, Neoplasms diagnostic imaging, Surveys and Questionnaires, Radiotherapy Planning, Computer-Assisted methods, Male, Positron Emission Tomography Computed Tomography methods, Radiation Oncology, Nuclear Medicine
- Abstract
Background: The use of positron-emission tomography (PET)/computed tomography (CT) in radiation therapy (RT) has increased. Radiation oncologists (RadOncs) have access to PET/CT with a variety of tracers for different tumor entities and use it for target volume definition. The German Society of Nuclear Medicine (DGN) and the German Society of Radiation Oncology (DEGRO) aimed to identify current patterns of care in order to improve interdisciplinary collaboration., Methods: We created an online survey on participating RadOncs' use of PET tracers for different tumor entities and how they affect RT indication, dose prescription, and target volume definition. Further topics were reimbursement of PET/CT and organizational information (fixed timeslots and use of PET with an immobilization device [planning/RT-PET]). The survey contained 31 questions in German language (yes/no questions, multiple choice [MC] questions, multiple select [MS] questions, and free-text entry options). The survey was distributed twice via the DEGRO member mailing list., Results: During the survey period (May 22-August 7, 2023) a total of 156 RadOncs (13% of respondents) answered the survey. Among these, 59% reported access to diagnostic PET/CT within their organization/clinic and 24% have fixed timeslots for their patients. 37% of survey participants can perform RT-PET and 29% have the option of providing a dedicated RT technician for planning PET. Besides [
18 F]-fluorodeoxyglucose (FDG; mainly used in lung cancer: 95%), diagnostic prostate-specific membrane antigen (PSMA)-PET/CT for RT of prostate cancer is routinely used by 44% of participants (by 64% in salvage RT). Use of amino acid PET in brain tumors and somatostatin receptor PET in meningioma is low (19 and 25%, respectively). Scans are reimbursed through private (75%) or compulsory (55%) health insurance or as part of indications approved by the German Joint Federal Committee (Gemeinsamer Bundesausschuss; 59%). 98% of RadOncs agree that PET impacts target volume definition and 62% think that it impacts RT dose prescription., Discussion: This is the first nationwide survey on the role of PET/CT for RT planning among RadOncs in Germany. We find high acceptance of PET results for treatment decisions and target volume definition. Planning PET comes with logistic challenges for different healthcare settings (e.g., private practices vs. university hospitals). The decision to request PET/CT is often based on the possibility of reimbursement., Conclusion: PET/CT has become an important tool for RadOncs, with several indications. However, access is still limited at several sites, especially for dedicated RT-PET. This study aims to improve interdisciplinary cooperation and adequate implementation of current guidelines for the treatment of various tumor entities., (© 2024. The Author(s).)- Published
- 2024
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79. A student trained convolutional neural network competing with a commercial AI software and experts in organ at risk segmentation.
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Bürkle SL, Kuhn D, Fechter T, Radicioni G, Hartong N, Freitag MT, Qiu X, Karagiannis E, Grosu AL, Baltas D, Zamboglou C, and Spohn SKB
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- Humans, Male, Retrospective Studies, Artificial Intelligence, Radiotherapy Planning, Computer-Assisted methods, Urinary Bladder diagnostic imaging, Positron Emission Tomography Computed Tomography, Rectum diagnostic imaging, Neural Networks, Computer, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms diagnostic imaging, Organs at Risk, Software
- Abstract
This retrospective, multi-centered study aimed to improve high-quality radiation treatment (RT) planning workflows by training and testing a Convolutional Neural Network (CNN) to perform auto segmentations of organs at risk (OAR) for prostate cancer (PCa) patients, specifically the bladder and rectum. The objective of this project was to develop a clinically applicable and robust artificial intelligence (AI) system to assist radiation oncologists in OAR segmentation. The CNN was trained using manual contours in CT-datasets from diagnostic
68 Ga-PSMA-PET/CTs by a student, then validated (n = 30, PET/CTs) and tested (n = 16, planning CTs). Further segmentations were generated by a commercial artificial intelligence (cAI) software. The ground truth were manual contours from expert radiation oncologists. The performance was evaluated using the Dice-Sørensen Coefficient (DSC), visual analysis and a Turing test. The CNN yielded excellent results in both cohorts and OARs with a DSCmedian > 0.87, the cAI resulted in a DSC > 0.78. In the visual assessment, 67% (bladder) and 75% (rectum) of the segmentations were rated as acceptable for treatment planning. With a misclassification rate of 45.5% (bladder) and 51.1% (rectum), the CNN passed the Turing test. The metrics, visual assessment and the Turing test confirmed the clinical applicability and therefore the support in clinical routine., (© 2024. The Author(s).)- Published
- 2024
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80. Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer.
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Hadjicharalambous M, Roussakis Y, Bourantas G, Ioannou E, Miller K, Doolan P, Strouthos I, Zamboglou C, and Vavourakis V
- Abstract
High dose-rate brachytherapy presents a promising therapeutic avenue for prostate cancer management, involving the temporary implantation of catheters which deliver radioactive sources to the cancerous site. However, as catheters puncture and penetrate the prostate, tissue deformation is evident which may affect the accuracy and efficiency of the treatment. In this work, a data-driven in silico modelling procedure is proposed to simulate brachytherapy while accounting for prostate biomechanics. Comprehensive magnetic resonance and transrectal ultrasound images acquired prior, during and post brachytherapy are employed for model personalisation, while the therapeutic procedure is simulated via sequential insertion of multiple catheters in the prostate gland. The medical imaging data are also employed for model evaluation, thus, demonstrating the potential of the proposed in silico procedure to be utilised pre- and intra-operatively in the clinical setting., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Hadjicharalambous, Roussakis, Bourantas, Ioannou, Miller, Doolan, Strouthos, Zamboglou and Vavourakis.)
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- 2024
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81. A convolutional attention model for predicting response to chemo-immunotherapy from ultrasound elastography in mouse tumor models.
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Voutouri C, Englezos D, Zamboglou C, Strouthos I, Papanastasiou G, and Stylianopoulos T
- Abstract
Background: In the era of personalized cancer treatment, understanding the intrinsic heterogeneity of tumors is crucial. Despite some patients responding favorably to a particular treatment, others may not benefit, leading to the varied efficacy observed in standard therapies. This study focuses on the prediction of tumor response to chemo-immunotherapy, exploring the potential of tumor mechanics and medical imaging as predictive biomarkers. We have extensively studied "desmoplastic" tumors, characterized by a dense and very stiff stroma, which presents a substantial challenge for treatment. The increased stiffness of such tumors can be restored through pharmacological intervention with mechanotherapeutics., Methods: We developed a deep learning methodology based on shear wave elastography (SWE) images, which involved a convolutional neural network (CNN) model enhanced with attention modules. The model was developed and evaluated as a predictive biomarker in the setting of detecting responsive, stable, and non-responsive tumors to chemotherapy, immunotherapy, or the combination, following mechanotherapeutics administration. A dataset of 1365 SWE images was obtained from 630 tumors from our previous experiments and used to train and successfully evaluate our methodology. SWE in combination with deep learning models, has demonstrated promising results in disease diagnosis and tumor classification but their potential for predicting tumor response prior to therapy is not yet fully realized., Results: We present strong evidence that integrating SWE-derived biomarkers with automatic tumor segmentation algorithms enables accurate tumor detection and prediction of therapeutic outcomes., Conclusions: This approach can enhance personalized cancer treatment by providing non-invasive, reliable predictions of therapeutic outcomes., (© 2024. The Author(s).)
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- 2024
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82. Whole pelvis vs. hemi pelvis elective nodal radiotherapy in patients with PSMA-positive nodal recurrence after radical prostatectomy - a retrospective multi-institutional propensity score analysis.
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Trapp C, Aebersold DM, Belka C, Casuscelli J, Emmett L, Eze C, Fanti S, Farolfi A, Fendler W, Grosu AL, Guckenberger M, Hruby G, Kirste S, Koerber SA, Kroeze S, Peeken JC, Rogowski P, Scharl S, Shelan M, Spohn SKB, Strouthos I, Unterrainer L, Vogel M, Wiegel T, Zamboglou C, and Schmidt-Hegemann NS
- Subjects
- Humans, Male, Retrospective Studies, Aged, Middle Aged, Positron Emission Tomography Computed Tomography, Antigens, Surface metabolism, Lymphatic Metastasis, Recurrence, Neoplasm Recurrence, Local, Prostatectomy, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms surgery, Prostatic Neoplasms pathology, Prostatic Neoplasms diagnostic imaging, Pelvis, Propensity Score, Glutamate Carboxypeptidase II metabolism
- Abstract
Purpose: Despite growing evidence for bilateral pelvic radiotherapy (whole pelvis RT, WPRT) there is almost no data on unilateral RT (hemi pelvis RT, HPRT) in patients with nodal recurrent prostate cancer after prostatectomy. Nevertheless, in clinical practice HPRT is sometimes used with the intention to reduce side effects compared to WPRT. Prostate-specific membrane antigen positron emission tomography / computed tomography (PSMA-PET/CT) is currently the best imaging modality in this clinical situation. This analysis compares PSMA-PET/CT based WPRT and HPRT., Methods: A propensity score matching was performed in a multi-institutional retrospective dataset of 273 patients treated with pelvic RT due to nodal recurrence (214 WPRT, 59 HPRT). In total, 102 patients (51 in each group) were included in the final analysis. Biochemical recurrence-free survival (BRFS) defined as prostate specific antigen (PSA) < post-RT nadir + 0.2ng/ml, metastasis-free survival (MFS) and nodal recurrence-free survival (NRFS) were calculated using the Kaplan-Meier method and compared using the log rank test., Results: Median follow-up was 29 months. After propensity matching, both groups were mostly well balanced. However, in the WPRT group there were still significantly more patients with additional local recurrences and biochemical persistence after prostatectomy. There were no significant differences between both groups in BRFS (p = .97), MFS (p = .43) and NRFS (p = .43). After two years, BRFS, MFS and NRFS were 61%, 86% and 88% in the WPRT group and 57%, 90% and 82% in the HPRT group, respectively. Application of a boost to lymph node metastases, a higher RT dose to the lymphatic pathways (> 50 Gy EQD2
α/β=1.5 Gy ) and concomitant androgen deprivation therapy (ADT) were significantly associated with longer BRFS in uni- and multivariate analysis., Conclusions: Overall, this analysis presents the outcome of HPRT in nodal recurrent prostate cancer patients and shows that it can result in a similar oncologic outcome compared to WPRT. Nevertheless, patients in the WPRT may have been at a higher risk for progression due to some persistent imbalances between the groups. Therefore, further research should prospectively evaluate which subgroups of patients are suitable for HPRT and if HPRT leads to a clinically significant reduction in toxicity., (© 2024. The Author(s).)- Published
- 2024
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83. A Machine Learning Approach for Predicting Biochemical Outcome After PSMA-PET-Guided Salvage Radiotherapy in Recurrent Prostate Cancer After Radical Prostatectomy: Retrospective Study.
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Janbain A, Farolfi A, Guenegou-Arnoux A, Romengas L, Scharl S, Fanti S, Serani F, Peeken JC, Katsahian S, Strouthos I, Ferentinos K, Koerber SA, Vogel ME, Combs SE, Vrachimis A, Morganti AG, Spohn SK, Grosu AL, Ceci F, Henkenberens C, Kroeze SG, Guckenberger M, Belka C, Bartenstein P, Hruby G, Emmett L, Omerieh AA, Schmidt-Hegemann NS, Mose L, Aebersold DM, Zamboglou C, Wiegel T, and Shelan M
- Subjects
- Humans, Male, Retrospective Studies, Aged, Middle Aged, Positron-Emission Tomography methods, Prostate-Specific Antigen blood, Antigens, Surface metabolism, Glutamate Carboxypeptidase II metabolism, Radiotherapy, Image-Guided methods, Nomograms, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms surgery, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms pathology, Prostatectomy methods, Salvage Therapy methods, Machine Learning, Neoplasm Recurrence, Local diagnostic imaging, Neoplasm Recurrence, Local radiotherapy
- Abstract
Background: Salvage radiation therapy (sRT) is often the sole curative option in patients with biochemical recurrence after radical prostatectomy. After sRT, we developed and validated a nomogram to predict freedom from biochemical failure., Objective: This study aims to evaluate prostate-specific membrane antigen-positron emission tomography (PSMA-PET)-based sRT efficacy for postprostatectomy prostate-specific antigen (PSA) persistence or recurrence. Objectives include developing a random survival forest (RSF) model for predicting biochemical failure, comparing it with a Cox model, and assessing predictive accuracy over time. Multinational cohort data will validate the model's performance, aiming to improve clinical management of recurrent prostate cancer., Methods: This multicenter retrospective study collected data from 13 medical facilities across 5 countries: Germany, Cyprus, Australia, Italy, and Switzerland. A total of 1029 patients who underwent sRT following PSMA-PET-based assessment for PSA persistence or recurrence were included. Patients were treated between July 2013 and June 2020, with clinical decisions guided by PSMA-PET results and contemporary standards. The primary end point was freedom from biochemical failure, defined as 2 consecutive PSA rises >0.2 ng/mL after treatment. Data were divided into training (708 patients), testing (271 patients), and external validation (50 patients) sets for machine learning algorithm development and validation. RSF models were used, with 1000 trees per model, optimizing predictive performance using the Harrell concordance index and Brier score. Statistical analysis used R Statistical Software (R Foundation for Statistical Computing), and ethical approval was obtained from participating institutions., Results: Baseline characteristics of 1029 patients undergoing sRT PSMA-PET-based assessment were analyzed. The median age at sRT was 70 (IQR 64-74) years. PSMA-PET scans revealed local recurrences in 43.9% (430/979) and nodal recurrences in 27.2% (266/979) of patients. Treatment included dose-escalated sRT to pelvic lymphatics in 35.6% (349/979) of cases. The external outlier validation set showed distinct features, including higher rates of positive lymph nodes (47/50, 94% vs 266/979, 27.2% in the learning cohort) and lower delivered sRT doses (<66 Gy in 57/979, 5.8% vs 46/50, 92% of patients; P<.001). The RSF model, validated internally and externally, demonstrated robust predictive performance (Harrell C-index range: 0.54-0.91) across training and validation datasets, outperforming a previously published nomogram., Conclusions: The developed RSF model demonstrates enhanced predictive accuracy, potentially improving patient outcomes and assisting clinicians in making treatment decisions., (©Ali Janbain, Andrea Farolfi, Armelle Guenegou-Arnoux, Louis Romengas, Sophia Scharl, Stefano Fanti, Francesca Serani, Jan C Peeken, Sandrine Katsahian, Iosif Strouthos, Konstantinos Ferentinos, Stefan A Koerber, Marco E Vogel, Stephanie E Combs, Alexis Vrachimis, Alessio Giuseppe Morganti, Simon KB Spohn, Anca-Ligia Grosu, Francesco Ceci, Christoph Henkenberens, Stephanie GC Kroeze, Matthias Guckenberger, Claus Belka, Peter Bartenstein, George Hruby, Louise Emmett, Ali Afshar Omerieh, Nina-Sophie Schmidt-Hegemann, Lucas Mose, Daniel M Aebersold, Constantinos Zamboglou, Thomas Wiegel, Mohamed Shelan. Originally published in JMIR Cancer (https://cancer.jmir.org), 20.09.2024.)
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- 2024
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84. Radiomics-based prediction of local control in patients with brain metastases following postoperative stereotactic radiotherapy.
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Buchner JA, Kofler F, Mayinger M, Christ SM, Brunner TB, Wittig A, Menze B, Zimmer C, Meyer B, Guckenberger M, Andratschke N, El Shafie RA, Debus J, Rogers S, Riesterer O, Schulze K, Feldmann HJ, Blanck O, Zamboglou C, Ferentinos K, Bilger-Zähringer A, Grosu AL, Wolff R, Piraud M, Eitz KA, Combs SE, Bernhardt D, Rueckert D, Wiestler B, and Peeken JC
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- Humans, Male, Female, Retrospective Studies, Middle Aged, Aged, Prognosis, Follow-Up Studies, Adult, Radiomics, Brain Neoplasms secondary, Brain Neoplasms surgery, Brain Neoplasms diagnostic imaging, Brain Neoplasms radiotherapy, Radiosurgery methods, Magnetic Resonance Imaging methods
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Background: Surgical resection is the standard of care for patients with large or symptomatic brain metastases (BMs). Despite improved local control after adjuvant stereotactic radiotherapy, the risk of local failure (LF) persists. Therefore, we aimed to develop and externally validate a pre-therapeutic radiomics-based prediction tool to identify patients at high LF risk., Methods: Data were collected from A Multicenter Analysis of Stereotactic Radiotherapy to the Resection Cavity of BMs (AURORA) retrospective study (training cohort: 253 patients from 2 centers; external test cohort: 99 patients from 5 centers). Radiomic features were extracted from the contrast-enhancing BM (T1-CE MRI sequence) and the surrounding edema (T2-FLAIR sequence). Different combinations of radiomic and clinical features were compared. The final models were trained on the entire training cohort with the best parameter set previously determined by internal 5-fold cross-validation and tested on the external test set., Results: The best performance in the external test was achieved by an elastic net regression model trained with a combination of radiomic and clinical features with a concordance index (CI) of 0.77, outperforming any clinical model (best CI: 0.70). The model effectively stratified patients by LF risk in a Kaplan-Meier analysis (P < .001) and demonstrated an incremental net clinical benefit. At 24 months, we found LF in 9% and 74% of the low and high-risk groups, respectively., Conclusions: A combination of clinical and radiomic features predicted freedom from LF better than any clinical feature set alone. Patients at high risk for LF may benefit from stricter follow-up routines or intensified therapy., (© The Author(s) 2024. Published by Oxford University Press on behalf of the Society for Neuro-Oncology.)
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- 2024
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85. Role of enzalutamide in primary and recurrent non-metastatic hormone sensitive prostate cancer: a systematic review of prospective clinical trials.
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Shelan M, Achard V, Appiagyei F, Mose L, Zilli T, Fankhauser CD, Zamboglou C, Mohamad O, Aebersold DM, and Cathomas R
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- Humans, Male, Prostatic Neoplasms drug therapy, Prostatic Neoplasms pathology, Prospective Studies, Clinical Trials as Topic, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant pathology, Salvage Therapy, Androgen Receptor Antagonists therapeutic use, Phenylthiohydantoin therapeutic use, Phenylthiohydantoin analogs & derivatives, Nitriles, Benzamides, Neoplasm Recurrence, Local drug therapy, Neoplasm Recurrence, Local pathology
- Abstract
Introduction: Enzalutamide, a second-generation androgen receptor inhibitor, is indicated for the treatment of metastatic disease, as well as in the treatment of non-metastatic castration resistant prostate cancer (PCa). This systematic review aims to determine outcomes and toxicity in patients with non-metastatic castration sensitive prostate cancer (nmCSPC) treated with enzalutamide in the primary or salvage settings., Method: We performed a systematic review focusing on the role of Enzalutamide in the treatment of nmCSPC, using the PubMed/Medline database. Articles focusing on androgen receptor inhibitors in nmCSPC were included, while articles discussing exclusively metastatic or castration-resistant PCa were excluded., Results: The initial search retrieved 401 articles, of which 15 underwent a thorough assessment for relevance. Ultimately, 12 studies with pertinent outcomes were meticulously examined. Among these, seven studies were dedicated to the investigation of enzalutamide in the primary setting, while the remaining five publications specifically addressed its use in salvage settings. Regardless of the treatment setting, our data revealed two distinct therapeutic strategies. The first advocates for the substitution of enzalutamide for androgen deprivation therapy (ADT), based on the premise of achieving equivalent, if not superior, oncological outcomes while minimizing treatment-related toxicity. The second, adopting a more conventional approach, entails augmenting the effectiveness of ADT by incorporating enzalutamide., Conclusion: Enzalutamide has considerable potential as a therapeutic strategy for nmCSPC, either used alone or in combination with ADT in the primary or in the salvage settings. The use of enzalutamide instead of ADT is an appealing strategy. However, more trials will be required to further understand the efficacy and side-effect profile of enzalutamide monotherapy., (© 2024. The Author(s).)
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- 2024
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86. Outcome of intraoperative brachytherapy as a salvage treatment for locally recurrent rectal cancer.
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Stoian R, Neeff HP, Gainey M, Kollefrath M, Kirste S, Zamboglou C, Exner JPH, Baltas D, Fichtner Feigl S, Grosu AL, and Sprave T
- Abstract
Background: Locally advanced recurrent rectal cancer (RRC) requires a multimodal approach. Intraoperative high-dose-rate brachytherapy (HDR-BT) may reduce the risk of local recurrence. However, the optimal therapeutic regimen remains unclear. The aim of this retrospective monocentric study was to evaluate the toxicity of HDR-BT after resection of RRC., Methods: Between 2018 and 2022, 17 patients with RRC received resection and HDR-BT. HDR-BT was delivered alone or as an anticipated boost with a median dose of 13 Gy (range 10-13 Gy) using an
192 iridium microSelectron HDR remote afterloader (Elekta AB, Stockholm, Sweden). All participants were followed for assessment of acute and late adverse events using the Common Terminology Criteria for Adverse Events version 5.0 and the modified Late Effects in Normal Tissues criteria (subjective, objective, management, and analytic; LENT-SOMA) at 3‑ to 6‑month intervals., Results: A total of 17 patients were treated by HDR-BT with median dose of 13 Gy (range 10-13 Gy). Most patients (47%) had an RRC tumor stage of cT3‑4 N0. At the time of RRC diagnosis, 7 patients (41.2%) had visceral metastases (hepatic, pulmonary, or peritoneal) in the sense of oligometastatic disease. The median interval between primary tumor resection and diagnosis of RRC was 17 months (range 1-65 months). In addition to HDR-BT, 2 patients received long-course chemoradiotherapy (CRT; up to 50.4 Gy in 1.8-Gy fractions) and 2 patients received short-course CRT up to 36 Gy in 2‑Gy fractions. For concomitant CRT, all patients received 5‑fluorouracil (5-FU) or capecitabine. Median follow-up was 13 months (range 1-54). The most common acute grade 1-2 toxicities were pain in 7 patients (41.2%), wound healing disorder in 3 patients (17.6%), and lymphedema in 2 patients (11.8%). Chronic toxicities were similar: grade 1-2 pain in 7 patients (41.2%), wound healing disorder in 3 patients (17.6%), and incontinence in 2 patients (11.8%). No patient experienced a grade ≥3 event., Conclusion: Reirradiation using HDR-BT is well tolerated with low toxicity. An individualized multimodality approach using HDR-BT in the oligometastatic setting should be evaluated in prospective multi-institutional studies., (© 2024. The Author(s).)- Published
- 2024
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87. Comparison of data fusion strategies for automated prostate lesion detection using mpMRI correlated with whole mount histology.
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Gunashekar DD, Bielak L, Oerther B, Benndorf M, Nedelcu A, Hickey S, Zamboglou C, Grosu AL, and Bock M
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- Humans, Male, Aged, Image Interpretation, Computer-Assisted methods, Middle Aged, Prostatic Neoplasms pathology, Prostatic Neoplasms diagnostic imaging, Multiparametric Magnetic Resonance Imaging methods, Deep Learning
- Abstract
Background: In this work, we compare input level, feature level and decision level data fusion techniques for automatic detection of clinically significant prostate lesions (csPCa)., Methods: Multiple deep learning CNN architectures were developed using the Unet as the baseline. The CNNs use both multiparametric MRI images (T2W, ADC, and High b-value) and quantitative clinical data (prostate specific antigen (PSA), PSA density (PSAD), prostate gland volume & gross tumor volume (GTV)), and only mp-MRI images (n = 118), as input. In addition, co-registered ground truth data from whole mount histopathology images (n = 22) were used as a test set for evaluation., Results: The CNNs achieved for early/intermediate / late level fusion a precision of 0.41/0.51/0.61, recall value of 0.18/0.22/0.25, an average precision of 0.13 / 0.19 / 0.27, and F scores of 0.55/0.67/ 0.76. Dice Sorensen Coefficient (DSC) was used to evaluate the influence of combining mpMRI with parametric clinical data for the detection of csPCa. We compared the DSC between the predictions of CNN's trained with mpMRI and parametric clinical and the CNN's trained with only mpMRI images as input with the ground truth. We obtained a DSC of data 0.30/0.34/0.36 and 0.26/0.33/0.34 respectively. Additionally, we evaluated the influence of each mpMRI input channel for the task of csPCa detection and obtained a DSC of 0.14 / 0.25 / 0.28., Conclusion: The results show that the decision level fusion network performs better for the task of prostate lesion detection. Combining mpMRI data with quantitative clinical data does not show significant differences between these networks (p = 0.26/0.62/0.85). The results show that CNNs trained with all mpMRI data outperform CNNs with less input channels which is consistent with current clinical protocols where the same input is used for PI-RADS lesion scoring., Trial Registration: The trial was registered retrospectively at the German Register for Clinical Studies (DRKS) under proposal number Nr. 476/14 & 476/19., (© 2024. The Author(s).)
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- 2024
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88. Focal brachytherapy as definitive treatment for localized prostate cancer: A systematic review and meta-analysis.
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Mohamad O, Nicosia L, Mathier E, Riggenbach E, Zamboglou C, Aebersold DM, Alongi F, and Shelan M
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- Humans, Male, Neoplasm Recurrence, Local radiotherapy, Neoplasm Grading, Aged, Treatment Outcome, Prostate-Specific Antigen blood, Disease-Free Survival, Brachytherapy methods, Prostatic Neoplasms radiotherapy
- Abstract
Purpose: In this systematic review and meta-analysis, we describe the oncologic and toxicity outcomes of definitive focal brachytherapy for prostate cancer., Methods and Materials: A PROSPERO registered study (CRD42023410170) was conducted following the Preferred Reporting Items for Systematic reviews and Meta-analyses (PRISMA) guidelines. PubMed, Embase, and The Cochrane Library were searched for studies between 2000 and 2022. Two authors independently performed the initial search. Biochemical recurrence-free survival (bRFS) was defined as the primary endpoint for the meta-analysis. Generalized linear mixed-effects models were conducted to calculate effect size and quantify heterogeneity. We also describe the side effects and local recurrence patterns of focal brachytherapy., Results: Ten studies were identified and included 315 patients treated using focal brachytherapy as a definitive treatment. Mean (SD) age was 67.65 (7.9) years and mean (SD) PSA was 7.15 (2.7) ng/mL. Most patients (n = 236, 75%) underwent LDR Brachytherapy and 25% received HDR brachytherapy. Among the participants, 147 (46.5%) had a Gleason score ≤6, and 169 (53.5%) had a Gleason score ≥7. Only 11 (3.5%) patients received ADT. Overall, bRFS rate at median follow-up 4 years (Range: 1-6.42 years) was 91% (95% confidence interval [CI], 82-95%). Acute Grade ≤ 2 GU and GI toxicities were reported in 22 (7%) and 11 (3.5%) patients, respectively. Late Grade ≤ 2 GU and GI toxicity were reported in 6 (2%) and 14 (4.4%) patients, respectively. One case of prostate hemorrhage due to improper foley removal was noted but otherwise no acute or late Grade 3 or higher GI or GU toxicity related to radiotherapy was reported., Conclusion: Overall, definitive focal brachytherapy has a favorable toxicity profile. Oncologic outcomes are yet to mature. The evidence is limited by the small number of studies with low patients' number, across study heterogeneity, and possibility of publication bias., (Copyright © 2024 American Brachytherapy Society. Published by Elsevier Inc. All rights reserved.)
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- 2024
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89. European association of urology risk stratification predicts outcome in patients receiving PSMA-PET-planned salvage radiotherapy for biochemical recurrence following radical prostatectomy.
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Scharl S, Zamboglou C, Strouthos I, Farolfi A, Serani F, Koerber SA, Debus J, Peeken JC, Vogel MME, Kroeze SGC, Guckenberger M, Krafcsik M, Hruby G, Emmett L, Schmidt-Hegemann NS, Trapp C, Spohn SKB, Henkenberens C, Mayer B, Shelan M, Aebersold DM, Thamm R, and Wiegel T
- Subjects
- Humans, Male, Aged, Retrospective Studies, Middle Aged, Risk Assessment, Positron-Emission Tomography, Prostate-Specific Antigen blood, Europe, Prostatectomy, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms pathology, Prostatic Neoplasms surgery, Salvage Therapy methods, Neoplasm Recurrence, Local
- Abstract
Purpose: The European Association of Urology (EAU) proposed a risk stratification (high vs. low risk) for patients with biochemical recurrence (BR) following radical prostatectomy (RP). Here we investigated whether this stratification accurately predicts outcome, particularly in patients staged with PSMA-PET., Methods: For this study, we used a retrospective database including 1222 PSMA-PET-staged prostate cancer patients who were treated with salvage radiotherapy (SRT) for BR, at 11 centers in 5 countries. Patients with lymph node metastases (pN1 or cN1) or unclear EAU risk group were excluded. The remaining cohort comprised 526 patients, including 132 low-risk and 394 high-risk patients., Results: The median follow-up time after SRT was 31.0 months. The 3-year biochemical progression-free survival (BPFS) was 85.7 % in EAU low-risk versus 69.4 % in high-risk patients (p = 0.002). The 3-year metastasis-free survival (MFS) was 94.4 % in low-risk versus 87.6 % in high-risk patients (p = 0.005). The 3-year overall survival (OS) was 99.0 % in low-risk versus 99.6 % in high-risk patients (p = 0.925). In multivariate analysis, EAU risk group remained a statistically significant predictor of BPFS (p = 0.003, HR 2.022, 95 % CI 1.262-3.239) and MFS (p = 0.013, HR 2.986, 95 % CI 1.262-7.058)., Conclusion: Our data support the EAU risk group definition. EAU risk grouping for BCR reliably predicted outcome in patients staged lymph node-negative after RP and with PSMA-PET before SRT. To our knowledge, this is the first study validating the EAU risk grouping in patients treated with PSMA-PET-planned SRT., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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90. Predictors of radiation-induced late rectal toxicity in prostate cancer treatment: a volumetric and dosimetric analysis.
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Spohn SKB, Radicioni G, Eisfelder M, Zamboglou C, Baltas D, Grosu AL, and Sachpazidis I
- Abstract
Introduction: Prostate cancer (PCa) is a prevalent malignancy in European men, often treated with radiotherapy (RT) for localized disease. While modern RT achieves high success rates, concerns about late gastrointestinal (GI) toxicities persist. This retrospective study aims to identify predictors for late GI toxicities following definitive conventionally fractionated external beam RT (EBRT) for PCa, specifically exploring the dose to the rectal wall., Materials and Methods: A cohort of 96 intermediate- to high-risk PCa patients underwent EBRT between 2008 and 2016. Rectum and rectum wall contours were delineated, and 3D dose matrices were extracted. Volumetric and dosimetric indices were computed, and statistical analyses were performed to identify predictors using the Mann-Whitney U-rank test, logistic regression, and recursive feature elimination., Results: In our cohort, 15 out of 96 patients experienced grade II late proctitis. Our analysis reveals distinct optimal predictors for rectum and rectum wall (RW) structures varying with α/β values (3.0 and 2.3 Gy) across prescribed doses of 68 to 76 Gy. Despite variability, RW predictors demonstrate greater consistency, notably V68Gy[%] to V74Gy[%] for α/β 3.0 Gy, and V68Gy[%] to V70Gy[%] for α/β 2.3 Gy. The model with α/β 2.3 Gy, featuring RW volume receiving 70 Gy (V70Gy[%]), stands out with a BIC value of 62.92, indicating its superior predictive effectiveness. Finally, focusing solely on the rectum structure, the V74Gy[%] emerges the best predictor for α/β 3.0 Gy, with a BIC value of 66.73., Conclusion: This investigation highlights the critical role of V70Gy[%] in the rectum wall as a robust predictor for grade II late gastrointestinal (GI) toxicity following external beam radiation therapy (EBRT) for prostate cancer (PCa). Furthermore, our findings suggest that focusing on the rectum wall specifically, rather than the entire rectum, may offer improved accuracy in assessing proctitis development. A V70Gy (in EQD2 with α/β 2.3 Gy ) of ≤5% and if possible ≤1% for the rectal wall should be achieved to minimize the risk of late grade II proctitis., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision., (Copyright © 2024 Spohn, Radicioni, Eisfelder, Zamboglou, Baltas, Grosu and Sachpazidis.)
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- 2024
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91. Exploring the role of combined external beam radiotherapy and targeted radioligand therapy with [ 177 Lu]Lu-PSMA-617 for prostate cancer - from bench to bedside.
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Arbuznikova D, Klotsotyra A, Uhlmann L, Domogalla LC, Steinacker N, Mix M, Niedermann G, Spohn SKB, Freitag MT, Grosu AL, Meyer PT, Gratzke C, Eder M, Zamboglou C, and Eder AC
- Subjects
- Animals, Male, Humans, Cell Line, Tumor, Mice, Mice, Inbred BALB C, Mice, Nude, Glutamate Carboxypeptidase II metabolism, Glutamate Carboxypeptidase II genetics, Xenograft Model Antitumor Assays, Antigens, Surface metabolism, Antigens, Surface genetics, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms metabolism, Lutetium therapeutic use, Lutetium pharmacology, Heterocyclic Compounds, 1-Ring therapeutic use, Heterocyclic Compounds, 1-Ring pharmacology, Dipeptides pharmacology, Dipeptides therapeutic use, Radiopharmaceuticals therapeutic use, Radiopharmaceuticals pharmacology, Radiopharmaceuticals pharmacokinetics, Radioisotopes therapeutic use, Radioisotopes pharmacology, Prostate-Specific Antigen
- Abstract
Management of prostate cancer (PC) might be improved by combining external beam radiotherapy (EBRT) and prostate-specific membrane antigen (PSMA)-targeted radioligand therapy (RLT) with lutetium-177 (
177 Lu)-labeled PSMA inhibitors. We hypothesized a higher efficacy of the combination due to augmentation of the radiation dose to the tumor and interactions of EBRT with PSMA expression potentially increasing radiopharmaceutical uptake. Therefore, this study analyzed the influence of radiation on PSMA expression levels in vitro . The results were translated to evaluate the efficacy of the combination of photon EBRT and [177 Lu]Lu-PSMA-617 in a murine PC xenograft model. Finally, a clinical case report on a combined elective field EBRT with RLT dose escalation illustrates a proof-of-concept. Methods: PSMA gene and protein expression were assessed in human PSMA-overexpressing LNCaP cells after irradiation using reverse transcription quantitative polymerase chain reaction (RT-qPCR), flow cytometry and On-Cell Western assays. In the in vivo therapy study, LNCaP tumor-bearing BALB/c nu/nu mice were irradiated once with 2 Gy X-ray EBRT and injected with 40 MBq [177 Lu]Lu-PSMA-617 after 4 h or received single or no treatment (n = 10 each). Tumor-absorbed doses by [177 Lu]Lu-PSMA-617 were calculated according to the Medical Internal Radiation Dosimetry (MIRD) formalism after deriving time-activity curves using a gamma probe. An exemplified patient case is demonstrated where fractionated EBRT (54 Gy to prostate; 45 Gy to pelvic lymphatics) and three cycles of [177 Lu]Lu-PSMA-617 (3.4-6.0 GBq per cycle) were sequentially combined under concurrent androgen deprivation for treating locally advanced PC. Results: At 4 h following irradiation with 2-8 Gy, LNCaP cells displayed a PSMA protein upregulation by around 18% relative to non-irradiated cells, and a stronger upregulation on mRNA level (up to 2.6-fold). This effect was reversed by 24 h when PSMA protein levels were downregulated by up to 22%. Mice treated with the combination therapy showed significantly improved outcomes regarding tumor control and median survival (p < 0.0001) as compared to single or no treatment. Relative to monotherapy with PSMA-RLT or EBRT, the tumor doubling time was prolonged 1.7- or 2.7-fold and the median survival was extended by 24% or 60% with the combination, respectively. Additionally, tumors treated with EBRT exhibited a 14% higher uptake of the radiopharmaceutical as evident from the calculated tumor-absorbed dose, albeit with high variability in the data. Concerning the patient case, the tri-modality treatment was well tolerated and the patient responded with a long-lasting complete biochemical remission for five years following end of PSMA-RLT. The patient then developed a biochemical relapse with oligo-recurrent disease on follow-up imaging. Conclusion: The present preclinical and clinical data demonstrate that the combination of EBRT with dose escalation by PSMA-RLT improves tumor control and potentially prolongs survival. This may pave the way for further clinical investigations of this approach to explore the curative potential of the combination therapy., Competing Interests: Competing Interests: This work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) - grant BA 6696/2-1 and DFG - grant 423813989/GRK2606. ME and ACE hold patent rights on PSMA-targeting inhibitors., (© The author(s).)- Published
- 2024
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92. A Multicenter Evaluation of Different Chemotherapy Regimens in Older Adults With Head and Neck Squamous Cell Carcinoma Undergoing Definitive Chemoradiation.
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Rühle A, Weymann M, Behrens M, Marschner S, Haderlein M, Fabian A, Senger C, Dickstein DR, Kraft J, von der Grün J, Chen E, Aquino-Michaels T, Domschikowski J, Bickel A, Altay-Langguth A, Kalinauskaite G, Lewitzki V, Bonomi M, Blakaj DM, Jhawar SR, Baliga S, Barve R, Ferentinos K, Zamboglou C, Schnellhardt S, Haehl E, Spohn SKB, Kuhnt T, Zöller D, Guckenberger M, Budach V, Belka C, Bakst R, Mayer A, Schmidberger H, Grosu AL, Balermpas P, Stromberger C, and Nicolay NH
- Subjects
- Humans, Aged, Squamous Cell Carcinoma of Head and Neck drug therapy, Carboplatin, Cohort Studies, Treatment Outcome, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Chemoradiotherapy methods, Fluorouracil, Cisplatin, Head and Neck Neoplasms radiotherapy
- Abstract
Purpose: The number of older adults with head and neck squamous cell carcinoma (HNSCC) is increasing, and treatment of these patients is challenging. Although cisplatin-based chemotherapy concomitantly with radiation therapy is considered the standard regimen for patients with locoregionally advanced HNSCC, there is substantial real-world heterogeneity regarding concomitant chemotherapy in older patients with HNSCC., Methods and Materials: The SENIOR study is an international multicenter cohort study including older patients (≥65 years) with HNSCC treated with definitive radiation therapy at 13 academic centers in the United States and Europe. Patients with concomitant chemoradiation were analyzed regarding overall survival (OS) and progression-free survival (PFS) via Kaplan-Meier analyses. Fine-Gray competing risk regressions were performed regarding the incidence of locoregional failures and distant metastases., Results: Six hundred ninety-seven patients with a median age of 71 years were included in this analysis. Single-agent cisplatin was the most common chemotherapy regimen (n = 310; 44%), followed by cisplatin plus 5-fluorouracil (n = 137; 20%), carboplatin (n = 73; 10%), and mitomycin C plus 5-fluorouracil (n = 64; 9%). Carboplatin-based regimens were associated with diminished PFS (hazard ratio [HR], 1.39 [1.03-1.89]; P < .05) and a higher incidence of locoregional failures (subdistribution HR, 1.54 [1.00-2.38]; P = .05) compared with single-agent cisplatin, whereas OS (HR, 1.15 [0.80-1.65]; P = .46) was comparable. There were no oncological differences between single-agent and multiagent cisplatin regimens (all P > .05). The median cumulative dose of cisplatin was 180 mg/m
2 (IQR, 120-200 mg/m2 ). Cumulative cisplatin doses ≥200 mg/m2 were associated with increased OS (HR, 0.71 [0.53-0.95]; P = .02), increased PFS (HR, 0.66 [0.51-0.87]; P = .003), and lower incidence of locoregional failures (subdistribution HR, 0.50 [0.31-0.80]; P = .004). Higher cumulative cisplatin doses remained an independent prognostic variable in the multivariate regression analysis for OS (HR, 0.996 [0.993-0.999]; P = .009)., Conclusions: Single-agent cisplatin can be considered in the standard chemotherapy regimen for older patients with HNSCC who can tolerate cisplatin. Cumulative cisplatin doses are prognostically relevant in older patients with HNSCC., (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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93. Safety of Ultrahypofractionated Pelvic Nodal Irradiation in the Definitive Management of Prostate Cancer: Systematic Review and Meta-analysis.
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Mohamad O, Zamboglou C, Zilli T, Murthy V, Aebersold DM, Loblaw A, Guckenberger M, and Shelan M
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- Humans, Male, Lymphatic Irradiation adverse effects, Lymph Nodes radiation effects, Lymph Nodes pathology, Radiation Dose Hypofractionation, Radiation Injuries etiology, Urogenital System radiation effects, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms pathology, Pelvis radiation effects
- Abstract
Purpose: This systematic review and meta-analysis aimed to evaluate the evidence for ultrahypofractionated pelvic nodal irradiation in patients with prostate cancer, with a focus on reported acute and late toxicities., Methods and Materials: A comprehensive search was conducted in 5 electronic databases (PubMed, Scopus, Web of Science, Cochrane Library, ClinicalTrials.gov) from inception until March 23, 2023. Eligible publications included patients with intermediate- and high-risk and node-positive prostate cancer who underwent elective or therapeutic ultrahypofractionated pelvic nodal irradiation. Primary outcomes included the presence of grade ≥2 rates of acute and late gastrointestinal and genitourinary toxicity based on the Common Terminology Criteria for Adverse Events or Radiation Therapy Oncology Group scales. Quality assessment was performed using National Institutes of Health tools for noncontrolled beforeand after (single arm) clinical trials, as well as single-arm observational studies. Because all outcomes were categorical variables, proportion was calculated to estimate the effect size and compare the outcomes after the intervention., Results: We identified 16 publications that reported the use of ultrahypofractionated radiation therapy to treat the pelvis in prostate cancer. Seven publications met our criteria and were included in the meta-analysis, including 417 patients. The median total dose to the pelvic lymph nodes was 25 Gy (range, 25-28.5 Gy), with a median of 5 fractions. The prostate received a median dose of 40 Gy (range, 35-47.5 Gy). All studies used androgen deprivation therapy for a median duration of 18 months. The median follow-up period was 3 years (range, 0.5-5.6 years). The rates of acute grade ≥2 gastrointestinal and genitourinary toxicity were 8% (95% CI, 1%-15%) and 29% (95% CI, 18%-41%), respectively. For late grade ≥2 gastrointestinal and genitourinary toxicity, the rates were 13% (95% CI, 5%-21%) and 29% (95% CI, 17%-42%), respectively., Conclusions: Ultrahypofractionated pelvic nodal irradiation appears to be a safe approach in terms of acute and late genitourinary and gastrointestinal toxicity., (Copyright © 2023 Elsevier Inc. All rights reserved.)
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- 2024
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94. Using multiparametric Magnetic Resonance Imaging and Prostate Specific Membrane Antigen Positron Emission Tomography to detect and delineate the gross tumour volume of intraprostatic lesions - A systematic review and meta-analysis.
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Dhar A, Cendejas-Gomez JJ, Castro Mendez L, Boldt G, McArthur E, Zamboglou C, and Bauman G
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- Male, Humans, Prostate pathology, Tumor Burden, Gallium Radioisotopes, Positron Emission Tomography Computed Tomography methods, Positron-Emission Tomography, Magnetic Resonance Imaging methods, Multiparametric Magnetic Resonance Imaging methods, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms surgery
- Abstract
Background and Purpose: Radiation therapy is used frequently for patients with prostate cancer. Dose escalation to intraprostatic lesions (IPLs) has been shown to improve oncologic outcomes, without increasing toxicity. Both multiparametric MRI (mpMRI) and PSMA PET can be used to identify IPLs., Materials and Methods: A systematic review was conducted to determine the ability of mpMRI, PSMA PET and their combination to detect IPLs prior to radical prostatectomy (RP) as correlated with the histology. Trials included patients that had mpMRI, PSMA PET, or both, prior to RP. The quality of the histopathological-radiological co-registration was assessed as high or low for each study. Recorded outcomes include sensitivity, specificity, and area under the receiver operating characteristic curve (AUROC). A meta-analysis was conducted using a bivariate model to determine the pooled sensitivity and specificity for each imaging modality. This systematic review was registered through PROSPERO (CRD42023389092)., Results: Altogether, 42 studies were included in the systematic review. Of these, 20 could be included in the meta-analysis. The pooled sensitivity (95 % CI), specificity (95 % CI) and AUROC for mpMRI (n = 13 studies) were 64.7 % (50.2 % - 76.9 %), 86.4 % (79.7 % - 91.1 %), and 0.852; the pooled outcomes for PSMA PET (n = 12) were 75.7 % (64.0 % - 84.5 %), 87.1 % (80.2 % - 91.9 %), and 0.889; for their combination (n = 5), the pooled outcomes were 70.3 % (64.1 % - 75.9 %), 81.9 % (71.9 % - 88.8 %), and 0.796. When reviewing studies with a high-quality histopathological-radiological co-registration, IPL delineation recommendations varied by study and the imaging modality used., Conclusion: All of mpMRI, PSMA PET or their combination were found to have very good diagnostic outcomes for detecting IPLs. Recommendations for delineating IPLs varied based on the imaging modalities used and between research groups. Consensus guidelines for IPL delineation would help with creating consistency for focal boost radiation treatments in future studies., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Dr. Glenn Bauman is Primary Investigator on the OICR funded trial ARGOS/CLIMBER that is examining the use of hybrid PSMA PET/MRI for dose escalation in high intermediate and high risk prostate cancer. Dr. Bauman also leads other clinical trials examining the use of PSMA PET/CT in the management of men with prostate cancer that are funded through Ontario Health-Cancer Care Ontario. All other authors declare that they have no know competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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95. Use of Radiotherapy in Advanced Breast Cancer: The Role of a Nurse.
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Cloconi C, Georgiou C, Zamba N, Zamboglou C, and Ferentinos K
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- Humans, Female, Quality of Life, Radiation Oncology, Breast Neoplasms radiotherapy
- Abstract
Objectives: Systemic therapy is the mainstay in advanced breast cancer (ABC), but innovations in radiation oncology have given radiotherapy a crucial role in the treatment of both intracranial and extracranial ABC. Breast cancer specialists include, in addition to medical and clinical oncologists, breast cancer nurses with unique theoretical knowledge and significant clinical experience. This review aims to discuss the function of radiotherapy in ABC and to highlight the role and importance of specialized nursing care for ABC patients receiving radiotherapy., Data Sources: An extensive literature review was conducted on the role of radiotherapy and its implementation in various settings of ABC and the pivotal contribution of nursing practices to the quality of life of these patients, with a particular focus on symptom and side effect management and prevention, education, as well as unmet patient needs. The Advanced Breast Cancer International Consensus Guidelines (ABC-5) were also included. All the above data were combined with the expert and practical considerations of breast cancer specialists within the team., Conclusion: The sophisticated application of radiotherapy and the complexity of ABC patient management, concerning symptoms, side effects, and overall well-being necessitate collaborative efforts to optimize patient care. Breast cancer nurses hold a central role in this framework., Implications for Nursing Practice: The significance of specialized nursing in contributing to comprehensive patient care for ABC patients treated with radiotherapy outlines the need for extensive training that aims to provide a holistic approach and entails physical, mental, and emotional support and patient and caregiver education., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Elsevier Inc. All rights reserved.)
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- 2024
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96. HypoFocal SRT Trial: Ultra-hypofractionated focal salvage radiotherapy for isolated prostate bed recurrence after radical prostatectomy; single-arm phase II study; clinical trial protocol.
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Mathier E, Althaus A, Zwahlen D, Lustenberger J, Zamboglou C, De Bari B, Aebersold DM, Guckenberger M, Zilli T, and Shelan M
- Subjects
- Male, Humans, Treatment Outcome, Androgen Antagonists therapeutic use, Positron Emission Tomography Computed Tomography methods, Prospective Studies, Quality of Life, Neoplasm Recurrence, Local pathology, Prostatectomy, Salvage Therapy methods, Prostate-Specific Antigen, Multicenter Studies as Topic, Clinical Trials, Phase II as Topic, Prostate diagnostic imaging, Prostate surgery, Prostate pathology, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms surgery
- Abstract
Introduction: Despite radical prostatectomy (RP) and radiotherapy (RT) being established treatments for localised prostate cancer, a significant number of patients experience recurrent disease. While conventionally fractionated RT is still being used as a standard treatment in the postoperative setting, ultra-hypofractionated RT has emerged as a viable option with encouraging results in patients with localised disease in the primary setting. In addition, recent technological advancements in RT delivery and precise definition of isolated macroscopic recurrence within the prostate bed using prostate-specific membrane antigen-positron emission tomography (PSMA-PET) and multiparametric MRI (mpMRI) allow the exploration of ultra-hypofractionated schedules in the salvage setting using five fractions., Methods and Analysis: In this single-arm prospective phase II multicentre trial, 36 patients with node-negative prostate adenocarcinoma treated with RP at least 6 months before trial registration, tumour stage pT2a-3b, R0-1, pN0 or cN0 according to the UICC TNM 2009 and evidence of measurable local recurrence within the prostate bed detected by PSMA PET/CT and mpMRI within the last 3 months, will be included. The patients will undergo focal ultra-hypofractionated salvage RT with 34 Gy in five fractions every other day to the site of local recurrence in combination with 6 months of androgen deprivation therapy. The primary outcome of this study is biochemical relapse-free survival at 2 years. Secondary outcomes include acute side effects (until 90 days after the end of RT) of grade 3 or higher based on Common Terminology Criteria for Adverse Events V.5, progression-free survival, metastasis-free survival, late side effects and the quality of life (based on European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire-C30, QLQ-PR25)., Ethics and Dissemination: The study has received ethical approval from the Ethics Commission of the Canton of Bern (KEK-BE 2022-01026). Academic dissemination will occur through publications and conference presentations., Trial Registration Number: NCT05746806., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2024
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97. The prognostic significance of a negative PSMA-PET scan prior to salvage radiotherapy following radical prostatectomy.
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Adebahr S, Althaus A, Scharl S, Strouthos I, Farolfi A, Serani F, Lanzafame H, Trapp C, Koerber SA, Peeken JC, Vogel MME, Vrachimis A, Spohn SKB, Grosu AL, Kroeze SGC, Guckenberger M, Fanti S, Hruby G, Emmett L, Belka C, Schmidt-Hegemann NS, Henkenberens C, Aebersold DM, Wiegel T, Afshar-Oromieh A, Zamboglou C, and Shelan M
- Subjects
- Male, Humans, Prognosis, Prostate-Specific Antigen, Seminal Vesicles pathology, Retrospective Studies, Androgen Antagonists, Neoplasm Recurrence, Local pathology, Prostatectomy, Positron-Emission Tomography, Salvage Therapy, Positron Emission Tomography Computed Tomography methods, Prostate pathology, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms surgery
- Abstract
Aim: The optimal management for early recurrent prostate cancer following radical prostatectomy (RP) in patients with negative prostate-specific membrane antigen positron-emission tomography (PSMA-PET) scan is an ongoing subject of debate. The aim of this study was to evaluate the outcome of salvage radiotherapy (SRT) in patients with biochemical recurrence with negative PSMA PET finding., Methods: This retrospective, multicenter (11 centers, 5 countries) analysis included patients who underwent SRT following biochemical recurrence (BR) of PC after RP without evidence of disease on PSMA-PET staging. Biochemical recurrence-free survival (bRFS), metastatic-free survival (MFS) and overall survival (OS) were assessed using Kaplan-Meier method. Multivariable Cox proportional hazards regression assessed predefined predictors of survival outcomes., Results: Three hundred patients were included, 253 (84.3%) received SRT to the prostate bed only, 46 (15.3%) additional elective pelvic nodal irradiation, respectively. Only 41 patients (13.7%) received concomitant androgen deprivation therapy (ADT). Median follow-up after SRT was 33 months (IQR: 20-46 months). Three-year bRFS, MFS, and OS following SRT were 73.9%, 87.8%, and 99.1%, respectively. Three-year bRFS was 77.5% and 48.3% for patients with PSA levels before PSMA-PET ≤ 0.5 ng/ml and > 0.5 ng/ml, respectively. Using univariate analysis, the International Society of Urological Pathology (ISUP) grade > 2 (p = 0.006), metastatic pelvic lymph nodes at surgery (p = 0.032), seminal vesicle involvement (p < 0.001), pre-SRT PSA level of > 0.5 ng/ml (p = 0.004), and lack of concomitant ADT (p = 0.023) were significantly associated with worse bRFS. On multivariate Cox proportional hazards, seminal vesicle infiltration (p = 0.007), ISUP score >2 (p = 0.048), and pre SRT PSA level > 0.5 ng/ml (p = 0.013) remained significantly associated with worse bRFS., Conclusion: Favorable bRFS after SRT in patients with BR and negative PSMA-PET following RP was achieved. These data support the usage of early SRT for patients with negative PSMA-PET findings., (© 2023. The Author(s).)
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- 2024
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98. Deep learning based automated delineation of the intraprostatic gross tumour volume in PSMA-PET for patients with primary prostate cancer.
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Holzschuh JC, Mix M, Ruf J, Hölscher T, Kotzerke J, Vrachimis A, Doolan P, Ilhan H, Marinescu IM, Spohn SKB, Fechter T, Kuhn D, Bronsert P, Gratzke C, Grosu R, Kamran SC, Heidari P, Ng TSC, Könik A, Grosu AL, and Zamboglou C
- Subjects
- Male, Humans, Tumor Burden, Positron Emission Tomography Computed Tomography methods, Radiotherapy Planning, Computer-Assisted methods, Deep Learning, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy, Prostatic Neoplasms pathology
- Abstract
Purpose: With the increased use of focal radiation dose escalation for primary prostate cancer (PCa), accurate delineation of gross tumor volume (GTV) in prostate-specific membrane antigen PET (PSMA-PET) becomes crucial. Manual approaches are time-consuming and observer dependent. The purpose of this study was to create a deep learning model for the accurate delineation of the intraprostatic GTV in PSMA-PET., Methods: A 3D U-Net was trained on 128 different
18 F-PSMA-1007 PET images from three different institutions. Testing was done on 52 patients including one independent internal cohort (Freiburg: n = 19) and three independent external cohorts (Dresden: n = 1418 F-PSMA-1007, Boston: Massachusetts General Hospital (MGH): n = 918 F-DCFPyL-PSMA and Dana-Farber Cancer Institute (DFCI): n = 1068 Ga-PSMA-11). Expert contours were generated in consensus using a validated technique. CNN predictions were compared to expert contours using Dice similarity coefficient (DSC). Co-registered whole-mount histology was used for the internal testing cohort to assess sensitivity/specificity., Results: Median DSCs were Freiburg: 0.82 (IQR: 0.73-0.88), Dresden: 0.71 (IQR: 0.53-0.75), MGH: 0.80 (IQR: 0.64-0.83) and DFCI: 0.80 (IQR: 0.67-0.84), respectively. Median sensitivity for CNN and expert contours were 0.88 (IQR: 0.68-0.97) and 0.85 (IQR: 0.75-0.88) (p = 0.40), respectively. GTV volumes did not differ significantly (p > 0.1 for all comparisons). Median specificity of 0.83 (IQR: 0.57-0.97) and 0.88 (IQR: 0.69-0.98) were observed for CNN and expert contours (p = 0.014), respectively. CNN prediction took 3.81 seconds on average per patient., Conclusion: The CNN was trained and tested on internal and external datasets as well as histopathology reference, achieving a fast GTV segmentation for three PSMA-PET tracers with high diagnostic accuracy comparable to manual experts., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)- Published
- 2023
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99. Towards Improving the Efficacy of PSMA-Targeting Radionuclide Therapy for Late-Stage Prostate Cancer-Combination Strategies.
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Arbuznikova D, Eder M, Grosu AL, Meyer PT, Gratzke C, Zamboglou C, and Eder AC
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- Male, Humans, Prospective Studies, Prostate-Specific Antigen, Radiopharmaceuticals therapeutic use, Pharmaceutical Preparations, Treatment Outcome, Radioisotopes therapeutic use, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant radiotherapy
- Abstract
Purpose of Review: [
177 Lu]Lu-PSMA-617 is a radiopharmaceutical that emits beta-minus radiation and targets prostate-specific membrane antigen (PSMA)-positive prostate cancer. Despite its clinical success, there are still patients not showing sufficient response rates. This review compiles latest studies aiming at therapy improvement in [177 Lu]Lu-PSMA-617-naïve and -resistant patients by alternative or combination treatments., Recent Findings: A variety of agents to combine with [177 Lu]Lu-PSMA-617 are currently under investigation including alpha radiation-emitting pharmaceuticals, radiosensitizers, taxane chemotherapeutics, androgen receptor pathway inhibitors, immune checkpoint inhibitors, and external beam radiation. Actinium-225 (225 Ac)-labeled PSMA-targeting inhibitors are the most studied pharmaceuticals for combination therapy or as an alternative for treatment after progression under [177 Lu]Lu-PSMA-617 therapy. Alpha emitters seem to have a potential of achieving a response to PSMA-targeting radionuclide therapy in both initial non-responders or responders to [177 Lu]Lu-PSMA-617 later developing treatment resistance. Emerging evidence for immunostimulatory effects of radiopharmaceuticals and first prospective studies support the combination of [177 Lu]Lu-PSMA-617 and immune checkpoint inhibition for late-stage prostate cancer., (© 2023. The Author(s).)- Published
- 2023
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100. Identifying core MRI sequences for reliable automatic brain metastasis segmentation.
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Buchner JA, Peeken JC, Etzel L, Ezhov I, Mayinger M, Christ SM, Brunner TB, Wittig A, Menze BH, Zimmer C, Meyer B, Guckenberger M, Andratschke N, El Shafie RA, Debus J, Rogers S, Riesterer O, Schulze K, Feldmann HJ, Blanck O, Zamboglou C, Ferentinos K, Bilger A, Grosu AL, Wolff R, Kirschke JS, Eitz KA, Combs SE, Bernhardt D, Rueckert D, Piraud M, Wiestler B, and Kofler F
- Abstract
Background: Many automatic approaches to brain tumor segmentation employ multiple magnetic resonance imaging (MRI) sequences. The goal of this project was to compare different combinations of input sequences to determine which MRI sequences are needed for effective automated brain metastasis (BM) segmentation., Methods: We analyzed preoperative imaging (T1-weighted sequence ± contrast-enhancement (T1/T1-CE), T2-weighted sequence (T2), and T2 fluid-attenuated inversion recovery (T2-FLAIR) sequence) from 339 patients with BMs from seven centers. A baseline 3D U-Net with all four sequences and six U-Nets with plausible sequence combinations (T1-CE, T1, T2-FLAIR, T1-CE + T2-FLAIR, T1-CE + T1 + T2-FLAIR, T1-CE + T1) were trained on 239 patients from two centers and subsequently tested on an external cohort of 100 patients from five centers., Results: The model based on T1-CE alone achieved the best segmentation performance for BM segmentation with a median Dice similarity coefficient (DSC) of 0.96. Models trained without T1-CE performed worse (T1-only: DSC = 0.70 and T2-FLAIR-only: DSC = 0.73). For edema segmentation, models that included both T1-CE and T2-FLAIR performed best (DSC = 0.93), while the remaining four models without simultaneous inclusion of these both sequences reached a median DSC of 0.81-0.89., Conclusions: A T1-CE-only protocol suffices for the segmentation of BMs. The combination of T1-CE and T2-FLAIR is important for edema segmentation. Missing either T1-CE or T2-FLAIR decreases performance. These findings may improve imaging routines by omitting unnecessary sequences, thus allowing for faster procedures in daily clinical practice while enabling optimal neural network-based target definitions., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2023
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