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Keywords = vaginal-cuff brachytherapy

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16 pages, 1673 KiB  
Article
Workflow Efficiency in Vaginal Cuff High Dose Rate Brachytherapy Using Artificial Intelligence-Based Organ Segmentation and Multi-Channel Cylinder Modeling
by Yohan A. Walter, Lane Rosen, Olivia Moncrief, Bethany Broekhoven, Troy Jacobs, Joseph Syh, Joseph Dugas, Kelsi Hoffnung, Mitchell Wolden, Heidi Wimberly, Jessica Nash, Melissa Camden, Daniel Speir, Krystal Jeffery, Philip Finley Durham, Kaylee Kallam and Hsinshun Terry Wu
Cancers 2025, 17(17), 2751; https://doi.org/10.3390/cancers17172751 (registering DOI) - 23 Aug 2025
Abstract
Background/Objectives: High dose rate brachytherapy (HDR-BT) is resource-intensive. Workflow efficiency and inter-user variability remain prevalent issues in HDR-BT. To improve workflow efficiency and reduce inter-user variability, we introduced artificial intelligence (AI)-based organ contouring (AC) and applicator modeling (AM) into our clinical workflow. [...] Read more.
Background/Objectives: High dose rate brachytherapy (HDR-BT) is resource-intensive. Workflow efficiency and inter-user variability remain prevalent issues in HDR-BT. To improve workflow efficiency and reduce inter-user variability, we introduced artificial intelligence (AI)-based organ contouring (AC) and applicator modeling (AM) into our clinical workflow. Here, we present results on the impact of these tools on workflow efficiency, inter-user variability, and plan quality for vaginal cuff HDR-BT cases. Methods: 260 treated fractions were included in the analysis, half of which were treated before implementing AC and AM. Five different medical physicists performed the treatment planning. Using built-in timestamps, contouring, dose planning, and total treatment planning times were recorded for each fraction. Dosimetric data, including the dose to the highest 2cc (D2cc) of bladder and rectum, and percentage volumes of the target covered by 90–200% isodose lines (V90-200) were recorded. Analysis of variance with post-hoc Tukey tests were used to determine statistical differences between treatment planners before and after implementing AC and AM. Results: Implementing AC and AM resulted in an overall 13.7 ± 1.7-min reduction in planning time. Inter-user variability in organ and target dose metrics was reduced for most structures. Most notably, statistically significant differences in rectum D2cc and target V95 were observed between planners before, but not after, AC and AM implementation. Conclusions: AC and AM significantly improve workflow efficiency while maintaining plan quality. Reductions in inter-user variability and standardization of workflows may facilitate user training and robust outcome assessment. Full article
(This article belongs to the Special Issue Advances in Brachytherapy in the Treatment of Tumors)
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12 pages, 955 KiB  
Article
Single-Center Preliminary Experience Treating Endometrial Cancer Patients with Fiducial Markers
by Francesca Titone, Eugenia Moretti, Alice Poli, Marika Guernieri, Sarah Bassi, Claudio Foti, Martina Arcieri, Gianluca Vullo, Giuseppe Facondo, Marco Trovò, Pantaleo Greco, Gabriella Macchia, Giuseppe Vizzielli and Stefano Restaino
Life 2025, 15(8), 1218; https://doi.org/10.3390/life15081218 - 1 Aug 2025
Viewed by 314
Abstract
Purpose: To present the findings of our preliminary experience using daily image-guided radiotherapy (IGRT) supported by implanted fiducial markers (FMs) in the radiotherapy of the vaginal cuff, in a cohort of post-surgery endometrial cancer patients. Methods: Patients with vaginal cuff cancer [...] Read more.
Purpose: To present the findings of our preliminary experience using daily image-guided radiotherapy (IGRT) supported by implanted fiducial markers (FMs) in the radiotherapy of the vaginal cuff, in a cohort of post-surgery endometrial cancer patients. Methods: Patients with vaginal cuff cancer requiring adjuvant radiation with external beams were enrolled. Five patients underwent radiation therapy targeting the pelvic disease and positive lymph nodes, with doses of 50.4 Gy in twenty-eight fractions and a subsequent stereotactic boost on the vaginal vault at a dose of 5 Gy in a single fraction. One patient was administered 30 Gy in five fractions to the vaginal vault. These patients underwent external beam RT following the implantation of three 0.40 × 10 mm gold fiducial markers (FMs). Our IGRT strategy involved real-time 2D kV image-based monitoring of the fiducial markers during the treatment delivery as a surrogate of the vaginal cuff. To explore the potential role of FMs throughout the treatment process, we analyzed cine movies of the 2D kV-triggered images during delivery, as well as the image registration between pre- and post-treatment CBCT scans and the planning CT (pCT). Each CBCT used to trigger fraction delivery was segmented to define the rectum, bladder, and vaginal cuff. We calculated a standard metric to assess the similarity among the images (Dice index). Results: All the patients completed radiotherapy and experienced good tolerance without any reported acute or long-term toxicity. We did not observe any loss of FMs during or before treatment. A total of twenty CBCTs were analyzed across ten fractions. The observed trend showed a relatively emptier bladder compared to the simulation phase, with the bladder filling during the delivery. This resulted in a final median Dice similarity coefficient (DSC) of 0.90, indicating strong performance. The rectum reproducibility revealed greater variability, negatively affecting the quality of the delivery. Only in two patients, FMs showed intrafractional shift > 5 mm, probably associated with considerable rectal volume changes. Target coverage was preserved due to a safe CTV-to-PTV margin (10 mm). Conclusions: In our preliminary study, CBCT in combination with the use of fiducial markers to guide the delivery proved to be a feasible method for IGRT both before and during the treatment of post-operative gynecological cancer. In particular, this approach seems to be promising in selected patients to facilitate the use of SBRT instead of BRT (brachytherapy), thanks to margin reduction and adaptive strategies to optimize dose delivery while minimizing toxicity. A larger sample of patients is needed to confirm our results. Full article
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17 pages, 2888 KiB  
Article
Investigating the Influence of Body Mass Index on Organs at Risk Doses for Adjuvant High-Dose-Rate Vaginal Cuff Brachytherapy in Patients with Early-Stage Endometrial Carcinoma: A Single-Center Experience
by Alexandra Timea Kirsch-Mangu, Diana Cristina Pop, Alexandru Țipcu, Andrei-Rareș Avasi, Claudia Ordeanu, Ovidiu Florin Coza and Alexandru Irimie
Diagnostics 2025, 15(7), 795; https://doi.org/10.3390/diagnostics15070795 - 21 Mar 2025
Viewed by 693
Abstract
Background: Endometrial cancer is the most common gynecologic malignancy in developed countries, with obesity recognized as a major risk factor contributing to its incidence. The rising prevalence of obesity has significant implications for treatment planning, particularly in radiation therapy approaches such as [...] Read more.
Background: Endometrial cancer is the most common gynecologic malignancy in developed countries, with obesity recognized as a major risk factor contributing to its incidence. The rising prevalence of obesity has significant implications for treatment planning, particularly in radiation therapy approaches such as high-dose-rate (HDR) vaginal cuff brachytherapy, which is commonly used as adjuvant therapy in early-stage endometrial carcinoma. Body Mass Index (BMI) is a key factor in brachytherapy, as increased adiposity may alter dosimetric parameters, affecting radiation distribution and doses received by organs at risk (OARs). Understanding the correlation between BMI and radiation dose to OARs is essential for optimizing treatment planning and minimizing adverse effects. Identifying dose variations across different BMI categories may help refine patient-specific brachytherapy approaches to ensure both efficacy and safety. Objectives: This study aims to investigate the influence of Body Mass Index (BMI) on the doses received by organs at risk (OAR) during high-dose-rate (HDR) vaginal cuff brachytherapy in patients diagnosed with early-stage endometrial carcinoma. Understanding the relationship between BMI and OAR doses could enhance treatment planning and minimize complications. Methods: We collected brachytherapy data for 242 endometrial cancer patients treated with adjuvant HDR vaginal cuff brachytherapy. The patients were categorized based on their BMI into normal weight, overweight, and obese groups. Dosimetric data were collected for OARs, including the bladder, rectum, and sigmoid colon, and also for dose fractionation, D90%, and the active length of the brachytherapy cylinder. The analysis included comparing the doses received by each organ across different BMI categories using appropriate statistical methods. Results: Preliminary findings indicated a significant variation in the doses to OARs correlating with BMI classifications. Obese patients exhibited slightly higher mean doses to the rectum and sigmoid compared to those with a normal BMI. The statistical analysis demonstrated that as BMI increased, the dose to these organs at risk also tended to increase, suggesting a need for adjusted treatment planning strategies in this population. Conclusions: Obesity is a key concern in endometrial cancer patients, with higher BMI linked to slightly increased doses to the rectum and sigmoid, though treatment remained homogeneously delivered. Future prospective clinical studies are essential to explore the relationship between these dosimetric findings, specifically the correlation between higher BMI, increased doses to organs at risk (OARs), and late treatment-related toxicities. This research is needed to better understand the long-term implications and to optimize therapeutic outcomes. Full article
(This article belongs to the Special Issue Advances in Diagnosis of Gynecological Cancers)
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9 pages, 1350 KiB  
Article
Bulgarian Experience in Vaginal Electronic Brachytherapy for Gynecologic Cancers’ Treatment—First Results
by Virginia Payakova, Angel Yordanov, Desislava Kostova-Lefterova, Nikolay Mutkurov, Ilko Iliev, Marin Valkov, Elitsa Encheva and Desislava Hitova-Topkarova
J. Clin. Med. 2024, 13(24), 7849; https://doi.org/10.3390/jcm13247849 - 23 Dec 2024
Viewed by 1167
Abstract
Background/Objectives: The objective of this study is to prospectively collect dosimetric and clinical data on vaginal cuff electronic brachytherapy and propose a protocol for the procedure. Methods: Twenty-five patients who had proven endometrial or cervical carcinoma and had undergone radical hysterectomy have [...] Read more.
Background/Objectives: The objective of this study is to prospectively collect dosimetric and clinical data on vaginal cuff electronic brachytherapy and propose a protocol for the procedure. Methods: Twenty-five patients who had proven endometrial or cervical carcinoma and had undergone radical hysterectomy have been treated with vaginal cuff electronic brachytherapy. Treatment session durations and doses to the targets and the organs at risk have been extracted from the treatment planning software. Patients have been followed up for early side effects for 3 months. Results: Treatment session times ranged from 3.0 to 6.6 min. Mean coverage of the planned treatment volume with 100% of the prescribed dose was 90%, and with 95% of the prescribed dose was 95%. Doses in the bladder were lower than those achieved in previously published studies with a mean D2cc of 4.7 Gy, and doses in the rectum were higher with a mean D2cc of 5.3 Gy. The first-month adverse events included eight G1 and three G2 toxicities, while the events registered on the third month were two G2 vaginal dryness events and one G1 urinary tract obstruction, of which only one patient with vaginal dryness did not respond to local treatment. No local relapses have been detected. Conclusions: Vaginal cuff electronic brachytherapy has demonstrated safety and effectiveness. Full article
(This article belongs to the Section Obstetrics & Gynecology)
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13 pages, 1049 KiB  
Article
Impact of Vaginal Dilator Use and 68 Gy EQD2(α/β=3) Dose Constraint on Vaginal Complications in External Beam Irradiation Followed by Brachytherapy in Post-Operative Endometrial Cancer
by Faegheh Noorian, Rosa Abellana, Yaowen Zhang, Antonio Herreros, Valentina Lancellotta, Luca Tagliaferri, Sebastià Sabater, Aureli Torne, Eduard Agusti-Camprubi and Angeles Rovirosa
J. Pers. Med. 2024, 14(8), 838; https://doi.org/10.3390/jpm14080838 - 8 Aug 2024
Cited by 1 | Viewed by 1436
Abstract
Background: This study evaluated the clinical outcomes of applying a 68 Gy EQD2(α/β=3) dose constraint to the most exposed 2 cm3 area of the vagina in post-operative endometrial cancer patients treated with vaginal-cuff brachytherapy after external beam irradiation and the impact [...] Read more.
Background: This study evaluated the clinical outcomes of applying a 68 Gy EQD2(α/β=3) dose constraint to the most exposed 2 cm3 area of the vagina in post-operative endometrial cancer patients treated with vaginal-cuff brachytherapy after external beam irradiation and the impact of vaginal dilator use on late vaginal complications. Material and methods: We analyzed 131 patients treated with vaginal-cuff brachytherapy after external beam irradiation. Group-1 (65 patients) received one fraction of 7 Gy, and Group-2 (66 patients) received one fraction of between 5.5 and 7.0 Gy after applying a 68 Gy EQD2(α/β=3) dose constraint. Vaginal-cuff relapse, late toxicity, clinical target volume, vaginal dilator use, D90, and EQD2(α/β=3) at 2 cm3 of the most exposed part of the clinical target volume were evaluated. Descriptive analysis, the chi-squared test, Student’s t-test, and the Cox proportional and Kaplan–Meier models were used for the statistical analysis. Results: With a median follow-up of 60 months, the vaginal-cuff relapse rate was 1/131 (0.8%). Late vaginal complications appeared in 36/65 (55.4%) Group-1 patients and 17/66 (25.8%) Group-2 patients (p = 0.003). Multivariate analysis showed that belonging to Group-1 and vaginal dilator use of <9 months were independent prognostic factors of late vaginal complications with hazard ratios of 1.99 (p = 0.021) and 3.07 (p = 0.010), respectively. Conclusions: A 68 Gy EQD2(α/β=3) constraint at 2 cm3 of clinical target volume and vaginal dilator use of ≥9 months were independent prognostic factors, having protective effects on late vaginal complications. Full article
(This article belongs to the Special Issue Obstetrics and Gynecology and Women's Health—2nd Edition)
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9 pages, 7457 KiB  
Article
Biological Planning of Radiation Dose Based on In Vivo Dosimetry for Postoperative Vaginal-Cuff HDR Interventional Radiotherapy (Brachytherapy)
by Tamer Soror, Ramin Chafii, Valentina Lancellotta, Luca Tagliaferri and György Kovács
Biomedicines 2021, 9(11), 1629; https://doi.org/10.3390/biomedicines9111629 - 6 Nov 2021
Cited by 3 | Viewed by 2441
Abstract
(1) Background: Postoperative vaginal-cuff HDR interventional radiotherapy (brachytherapy) is a standard treatment in early-stage endometrial cancer. This study reports the effect of in vivo dosimetry-based biological planning for two different fractionation schedules on the treatment-related toxicities. (2) Methods: 121 patients were treated. Group [...] Read more.
(1) Background: Postoperative vaginal-cuff HDR interventional radiotherapy (brachytherapy) is a standard treatment in early-stage endometrial cancer. This study reports the effect of in vivo dosimetry-based biological planning for two different fractionation schedules on the treatment-related toxicities. (2) Methods: 121 patients were treated. Group A (82) received 21 Gy in three fractions. Group B (39) received 20 Gy in four fractions. The dose was prescribed at a 5 mm depth or to the applicator surface according to the distance between the applicator and the rectum. In vivo dosimetry measured the dose of the rectum and/or urinary bladder. With a high measured dose, the dose prescription was changed from a 5 mm depth to the applicator surface. (3) Results: The median age was 66 years with 58.8 months mean follow-up. The dose prescription was changed in 20.7% of group A and in 41% of group B. Most toxicities were grade 1–2. Acute urinary toxicities were significantly higher in group A. The rates of acute and late urinary toxicities were significantly higher with a mean bladder dose/fraction of >2.5 Gy and a total bladder dose of >7.5 Gy. One patient had a vaginal recurrence. (4) Conclusions: Both schedules have excellent local control and acceptable rates of toxicities. Using in vivo dosimetry-based biological planning yielded an acceptable dose to the bladder and rectum. Full article
(This article belongs to the Special Issue Mechanisms and Novel Therapeutic Approaches for Gynecologic Cancer)
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21 pages, 2653 KiB  
Review
Pathogenesis and Clinical Management of Uterine Serous Carcinoma
by Li Zhang, Suet Ying Kwan, Kwong Kwok Wong, Pamela T. Soliman, Karen H. Lu and Samuel C. Mok
Cancers 2020, 12(3), 686; https://doi.org/10.3390/cancers12030686 - 14 Mar 2020
Cited by 23 | Viewed by 11916
Abstract
Uterine serous carcinoma (USC) is an aggressive variant of endometrial cancer that has not been well characterized. It accounts for less than 10% of all endometrial cancers and 80% of endometrial cancer–related deaths. Currently, staging surgery together with chemotherapy or radiotherapy, especially vaginal [...] Read more.
Uterine serous carcinoma (USC) is an aggressive variant of endometrial cancer that has not been well characterized. It accounts for less than 10% of all endometrial cancers and 80% of endometrial cancer–related deaths. Currently, staging surgery together with chemotherapy or radiotherapy, especially vaginal cuff brachytherapy, is the main treatment strategy for USC. Whole-exome sequencing combined with preclinical and clinical studies are verifying a series of effective and clinically accessible inhibitors targeting frequently altered genes, such as HER2 and PI3K3CA, in varying USC patient populations. Some progress has also been made in the immunotherapy field. The PD-1/PD-L1 pathway has been found to be activated in many USC patients, and clinical trials of PD-1 inhibitors in USC are underway. This review updates the progress of research regarding the molecular pathogenesis and putative clinical management of USC. Full article
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