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Wüthrich D, Wang Z, Zeverino M, Bourhis J, Bochud F, Moeckli R. Comparison of volumetric modulated arc therapy and helical tomotherapy for prostate cancer using Pareto fronts. Med Phys 2024; 51:3010-3019. [PMID: 38055371 DOI: 10.1002/mp.16868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 11/02/2023] [Accepted: 11/14/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Studies comparing different radiotherapy treatment techniques-such as volumetric modulated arc therapy (VMAT) and helical tomotherapy (HT)-typically compare one treatment plan per technique. Often, some dose metrics favor one plan and others favor the other, so the final plan decision involves subjective preferences. Pareto front comparisons provide a more objective framework for comparing different treatment techniques. A Pareto front is the set of all treatment plans where improvement in one criterion is possible only by worsening another criterion. However, different Pareto fronts can be obtained depending on the chosen machine settings. PURPOSE To compare VMAT and HT using Pareto fronts and blind expert evaluation, to explain the observed differences, and to illustrate limitations of using Pareto fronts. METHODS We generated Pareto fronts for twenty-four prostate cancer patients treated at our clinic for VMAT and HT techniques using an in-house script that controlled a commercial treatment planning system. We varied the PTV under-coverage (100% - V95%) and the rectum mean dose, and fixed the mean doses to the bladder and femoral heads. In order to ensure a fair comparison, those fixed mean doses were the same for the two treatment techniques and the sets of objective functions were chosen so that the conformity indexes of the two treatment techniques were also the same. We used the same machine settings as are used in our clinic. Then, we compared the VMAT and HT Pareto fronts using a specific metric (clinical distance measure) and validated the comparison using a blinded expert evaluation of treatment plans on these fronts for all patients in the cohort. Furthermore, we investigated the observed differences between VMAT and HT and pointed out limitations of using Pareto fronts. RESULTS Both clinical distance and blind treatment plan comparison showed that VMAT Pareto fronts were better than HT fronts. VMAT fronts for 10 and 6 MV beam energy were almost identical. HT fronts improved with different machine settings, but were still inferior to VMAT fronts. CONCLUSIONS That VMAT Pareto fronts are better than HT fronts may be explained by the fact that the linear accelerator can rapidly vary the dose rate. This is an advantage in simple geometries that might vanish in more complex geometries. Furthermore, one should be cautious when speaking about Pareto optimal plans as the best possible plans, as their calculation depends on many parameters.
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Affiliation(s)
- Diana Wüthrich
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Zirun Wang
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Michele Zeverino
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Jean Bourhis
- Department of Radiation Oncology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - François Bochud
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Raphaël Moeckli
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
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Saito Y, Suzuki R, Miyamoto N, Sutherland KL, Kanehira T, Tamura M, Mori T, Nishioka K, Hashimoto T, Aoyama H. A new predictive parameter for dose-volume metrics in intensity-modulated radiation therapy planning for prostate cancer: Initial phantom study. J Appl Clin Med Phys 2024; 25:e14250. [PMID: 38146130 PMCID: PMC11005967 DOI: 10.1002/acm2.14250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/10/2023] [Accepted: 11/23/2023] [Indexed: 12/27/2023] Open
Abstract
BACKGROUND Organ-at-risk (OAR) sparing is often assessed using an overlap volume-based parameter, defined as the ratio of the volume of OAR that overlaps the planning target volume (PTV) to the whole OAR volume. However, this conventional overlap-based predictive parameter (COPP) does not consider the volume relationship between the PTV and OAR. PURPOSE We propose a new overlap-based predictive parameter that consider the PTV volume. The effectiveness of proposed overlap-based predictive parameter (POPP) is evaluated compared with COPP. METHODS We defined as POPP = (overlap volume between OAR and PTV/OAR volume) × (PTV volume/OAR volume). We generated intensity modulated radiation therapy (IMRT) based on step and shoot technique, and volumetric modulated arc therapy (VMAT) plans with the Auto-Planning module of Pinnacle3 treatment planning system (v14.0, Philips Medical Systems, Fitchburg, WI) using the American Association of Physicists in Medicine Task Group (TG119) prostate phantom. The relationship between the position and size of the prostate phantom was systematically modified to simulate various geometric arrangements. The correlation between overlap-based predictive parameters (COPP and POPP) and dose-volume metrics (mean dose, V70Gy, V60Gy, and V37.5 Gy for rectum and bladder) was investigated using linear regression analysis. RESULTS Our results indicated POPP was better than COPP in predicting intermediate-dose metrics. The bladder results showed a trend similar to that of the rectum. The correlation coefficient of POPP was significantly greater than that of COPP in < 62 Gy (82% of the prescribed dose) region for IMRT and in < 55 Gy (73% of the prescribed dose) region for VMAT regarding the rectum (p < 0.05). CONCLUSIONS POPP is superior to COPP for creating predictive models at an intermediate-dose level. Because rectal bleeding and bladder toxicity can be associated with intermediate-doses as well as high-doses, it is important to predict dose-volume metrics for various dose levels. POPP is a useful parameter for predicting dose-volume metrics and assisting the generation of treatment plans.
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Affiliation(s)
- Yuki Saito
- Graduate School of Biomedical Science and EngineeringHokkaido UniversitySapporoJapan
| | - Ryusuke Suzuki
- Graduate School of Biomedical Science and EngineeringHokkaido UniversitySapporoJapan
- Department of Medical PhysicsHokkaido University HospitalSapporoJapan
| | - Naoki Miyamoto
- Department of Medical PhysicsHokkaido University HospitalSapporoJapan
- Faculty of EngineeringHokkaido UniversitySapporoJapan
| | - Kenneth Lee Sutherland
- Global Center for Biomedical Science and EngineeringFaculty for MedicineHokkaido UniversitySapporoJapan
| | - Takahiro Kanehira
- Graduate School of Biomedical Science and EngineeringHokkaido UniversitySapporoJapan
- Department of Medical PhysicsHokkaido University HospitalSapporoJapan
| | - Masaya Tamura
- Graduate School of Biomedical Science and EngineeringHokkaido UniversitySapporoJapan
- Department of Medical PhysicsHokkaido University HospitalSapporoJapan
| | - Takashi Mori
- Department of Radiation OncologyHokkaido University HospitalSapporoJapan
| | - Kentaro Nishioka
- Global Center for Biomedical Science and EngineeringFaculty for MedicineHokkaido UniversitySapporoJapan
- Department of Radiation OncologyHokkaido University HospitalSapporoJapan
| | - Takayuki Hashimoto
- Global Center for Biomedical Science and EngineeringFaculty for MedicineHokkaido UniversitySapporoJapan
- Department of Radiation OncologyHokkaido University HospitalSapporoJapan
| | - Hidefumi Aoyama
- Department of Radiation OncologyHokkaido University HospitalSapporoJapan
- Department of Radiation OncologyFaculty of MedicineHokkaido UniversitySapporoJapan
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Wüthrich D, Zeverino M, Bourhis J, Bochud F, Moeckli R. Influence of optimisation parameters on directly deliverable Pareto fronts explored for prostate cancer. Phys Med 2023; 114:103139. [PMID: 37757500 DOI: 10.1016/j.ejmp.2023.103139] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/30/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
PURPOSE In inverse radiotherapy treatment planning, the Pareto front is the set of optimal solutions to the multi-criteria problem of adequately irradiating the planning target volume (PTV) while reducing dose to organs at risk (OAR). The Pareto front depends on the chosen optimisation parameters whose influence (clinically relevant versus not clinically relevant) is investigated in this paper. METHODS Thirty-one prostate cancer patients treated at our clinic were randomly selected. We developed an in-house Python script that controlled the commercial treatment planning system RayStation to calculate directly deliverable Pareto fronts. We calculated reference Pareto fronts for a given set of objective functions, varying the PTV coverage and the mean dose of the primary OAR (rectum) and fixing the mean doses of the secondary OARs (bladder and femoral heads). We calculated the fronts for different sets of objective functions and different mean doses to secondary OARs. We compared all fronts using a specific metric (clinical distance measure). RESULTS The in-house script was validated for directly deliverable Pareto front calculations in two and three dimensions. The Pareto fronts depended on the choice of objective functions and fixed mean doses to secondary OARs, whereas the parameters most influencing the front and leading to clinically relevant differences were the dose gradient around the PTV, the weight of the PTV objective function, and the bladder mean dose. CONCLUSIONS Our study suggests that for multi-criteria optimisation of prostate treatments using external therapy, dose gradient around the PTV and bladder mean dose are the most influencial parameters.
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Affiliation(s)
- Diana Wüthrich
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Rue du Grand-Pré 1, CH-1007 Lausanne, Switzerland.
| | - Michele Zeverino
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Rue du Grand-Pré 1, CH-1007 Lausanne, Switzerland.
| | - Jean Bourhis
- Department of Radiation Oncology, Lausanne University Hospital and Lausanne University, Rue du Bugnon 46, CH-1011 Lausanne, Switzerland.
| | - François Bochud
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Rue du Grand-Pré 1, CH-1007 Lausanne, Switzerland.
| | - Raphaël Moeckli
- Institute of Radiation Physics, Lausanne University Hospital and Lausanne University, Rue du Grand-Pré 1, CH-1007 Lausanne, Switzerland.
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Merten R, Fischer M, Christiansen H, Hellms S, von Klot CAJ, Thomas NH, Knöchelmann AC. Using a Further Planning MRI after Neoadjuvant Androgen Deprivation Therapy Significantly Reduces the Radiation Exposure of Organs at Risk in External Beam Radiotherapy of Prostate Cancer. J Clin Med 2023; 12:jcm12020574. [PMID: 36675503 PMCID: PMC9860985 DOI: 10.3390/jcm12020574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/01/2023] [Accepted: 01/07/2023] [Indexed: 01/13/2023] Open
Abstract
Radiotherapy for prostate cancer is often preceded by neoadjuvant androgen deprivation therapy (ADT), which leads to a reduction in the size of the prostate. This study examines whether it is relevant for treatment planning to acquire a second planning magnetic resonance imaging (MRI) after ADT (=MRI 2) or whether it can be planned without disadvantage based on an MRI acquired before starting ADT (=MRI 1). The imaging data for the radiotherapy treatment planning of 17 patients with prostate cancer who received two planning MRIs (before and after neoadjuvant ADT) were analyzed as follows: detailed comparable radiation plans were created separately, each based on the planning CT scan and either MRI 1 or MRI 2. After ADT for an average of 17.2 weeks, the prostate was reduced in size by an average of 24%. By using MRI 2 for treatment planning, the V60Gy of the rectum could be significantly relieved by an average of 15% with the same coverage of the target volume, and the V70Gy by as much as 33% (compared to using MRI 1 alone). Using a second MRI for treatment planning after neoadjuvant ADT in prostate cancer leads to a significant relief for the organs at risk, especially in the high dose range, with the same irradiation of the target volume, and should therefore be carried out regularly. Waiting for the prostate to shrink after a few months of ADT contributes to relief for the organs at risk and to lowering the toxicity. However, the use of reduced target volumes requires an image-guided application, and the oncological outcome needs to be verified in further studies.
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Affiliation(s)
- Roland Merten
- Clinic for Radiotherapy, Hannover Medical School, 30625 Hannover, Germany
- Correspondence: ; Tel.: +49-511-532-2574
| | - Mirko Fischer
- Clinic for Radiotherapy, Hannover Medical School, 30625 Hannover, Germany
| | - Hans Christiansen
- Clinic for Radiotherapy, Hannover Medical School, 30625 Hannover, Germany
| | - Susanne Hellms
- Institute for Radiology, Hannover Medical School, 30625 Hannover, Germany
| | | | - Nele Henrike Thomas
- Institute for Biostatistics, Hannover Medical School, 30625 Hannover, Germany
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Dose Prediction Models Based on Geometric and Plan Optimization Parameter for Adjuvant Radiotherapy Planning Design in Cervical Cancer Radiotherapy. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:7026098. [PMID: 34804459 PMCID: PMC8604605 DOI: 10.1155/2021/7026098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 10/16/2021] [Indexed: 11/18/2022]
Abstract
The prediction of an additional space for the dose sparing of organs at risk (OAR) in radiotherapy is still difficult. In this pursuit, the present study was envisaged to find out the factors affecting the bladder and rectum dosimetry of cervical cancer. Additionally, the relationship between the dose-volume histogram (DVH) parameters and the geometry and plan dose-volume optimization parameters of the bladder/rectum was established to develop the dose prediction models and guide the planning design for lower OARs dose coverage directly. Thirty volume modulated radiation therapy (VMAT) plans from cervical cancer patients were randomly chosen to build the dose prediction models. The target dose coverage was evaluated. Dose prediction models were established by univariate and multiple linear regression among the dosimetric parameters of the bladder/rectum, the geometry parameters (planning target volume (PTV), volume of bladder/rectum, overlap volume of bladder/rectum (OV), and overlapped volume as a percentage of bladder/rectum volume (OP)), and corresponding plan dose-volume optimization parameters of the nonoverlapping structures (the structure of bladder/rectum outside the PTV (NOS)). Finally, the accuracy of the prediction models was evaluated by tracking d = (predicted dose-actual dose)/actual in additional ten VMAT plans. V 30, V 35, and V 40 of the bladder and rectum were found to be multiple linearly correlated with the relevant OP and corresponding dose-volume optimization parameters of NOS (regression R 2 > 0.99, P < 0.001). The variations of these models were less than 0.5% for bladder and rectum. Percentage of bladder and rectum within the PTV and the dose-volume optimization parameters of NOS could be used to predict the dose quantitatively. The parameters of NOS as a limited condition could be used in the plan optimization instead of limiting the dose and volume of the entire OAR traditionally, which made the plan optimization more unified and convenient and strengthened the plan quality and consistency.
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Ebert MA, Gulliford S, Acosta O, de Crevoisier R, McNutt T, Heemsbergen WD, Witte M, Palma G, Rancati T, Fiorino C. Spatial descriptions of radiotherapy dose: normal tissue complication models and statistical associations. Phys Med Biol 2021; 66:12TR01. [PMID: 34049304 DOI: 10.1088/1361-6560/ac0681] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 05/28/2021] [Indexed: 12/20/2022]
Abstract
For decades, dose-volume information for segmented anatomy has provided the essential data for correlating radiotherapy dosimetry with treatment-induced complications. Dose-volume information has formed the basis for modelling those associations via normal tissue complication probability (NTCP) models and for driving treatment planning. Limitations to this approach have been identified. Many studies have emerged demonstrating that the incorporation of information describing the spatial nature of the dose distribution, and potentially its correlation with anatomy, can provide more robust associations with toxicity and seed more general NTCP models. Such approaches are culminating in the application of computationally intensive processes such as machine learning and the application of neural networks. The opportunities these approaches have for individualising treatment, predicting toxicity and expanding the solution space for radiation therapy are substantial and have clearly widespread and disruptive potential. Impediments to reaching that potential include issues associated with data collection, model generalisation and validation. This review examines the role of spatial models of complication and summarises relevant published studies. Sources of data for these studies, appropriate statistical methodology frameworks for processing spatial dose information and extracting relevant features are described. Spatial complication modelling is consolidated as a pathway to guiding future developments towards effective, complication-free radiotherapy treatment.
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Affiliation(s)
- Martin A Ebert
- School of Physics, Mathematics and Computing, University of Western Australia, Crawley, Western Australia, Australia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
- 5D Clinics, Claremont, Western Australia, Australia
| | - Sarah Gulliford
- Department of Radiotherapy Physics, University College Hospitals London, United Kingdom
- Department of Medical Physics and Bioengineering, University College London, United Kingdom
| | - Oscar Acosta
- Univ Rennes, CLCC Eugène Marquis, INSERM, LTSI-UMR 1099, F-35000 Rennes, France
| | | | - Todd McNutt
- Johns Hopkins University, Baltimore, Maryland, United States of America
| | | | - Marnix Witte
- The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Giuseppe Palma
- Institute of Biostructures and Bioimaging, National Research Council, Napoli, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudio Fiorino
- Medical Physics, San Raffaele Scientific Institute, Milano, Italy
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Sargos P, Faye MD, Bacci M, Supiot S, Latorzeff I, Azria D, Niazi TM, Vuong T, Vendrely V, de Crevoisier R. Late Gastrointestinal Tolerance After Prostate Radiotherapy: Is the Anal Canal the Culprit? A Narrative Critical Review. Front Oncol 2021; 11:666962. [PMID: 34221983 PMCID: PMC8242201 DOI: 10.3389/fonc.2021.666962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 05/13/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Late gastro-intestinal toxicities (LGIT) secondary to pelvic radiotherapy (RT) are well described in the literature. LGIT are mainly related to rectal or ano-rectal irradiation; however, involvement of the anal canal (AC) in the occurrence of LGIT remains poorly described and understood. MATERIALS AND METHODS The aim of this work was to explore the potential role of the AC in the development of LGIT after prostate irradiation and identify predictive factors that could be optimized in order to limit these toxicities. This narrative literature review was realized using the Pubmed database. We identified original articles published between June 1997 and July 2019, relating to LGIT after RT for localized prostate cancer and for which AC was identified independently. Articles defining the AC as part of an anorectal or rectal volume only were excluded. RESULTS A history of abdominal surgery or cardio-vascular risk, anticoagulant or tobacco use, and the occurrence of acute GIT during RT increases the risk of LGIT. A dose-effect relationship was identified between dose to the AC and development of LGIT. Identification and contouring of the AC and adjacent anatomical structures (muscles or nerves) are justified to apply specific dose constraints. As a limitation, our review mainly considered on 3DCRT which is no longer the standard of care nowadays; we did not identify any reports in the literature using moderately hypofractionated RT for the prostate and AC specific dosimetry. CONCLUSION These results suggest that the AC may have an important role in the development of LGIT after pelvic RT for prostate cancer. The individualization of the AC during planning should be recommended in prospective studies.
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Affiliation(s)
- Paul Sargos
- Department of Radiation Oncology, Institut Bergonié, Bordeaux Cedex, France
| | - Mame Daro Faye
- Department of Radiation Oncology, Jewish General Hospital, Montreal, QC, Canada
| | - Manon Bacci
- Department of Radiation Oncology, Institut Bergonié, Bordeaux Cedex, France
| | - Stéphane Supiot
- Department of Radiation Oncology, Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Igor Latorzeff
- Department of Radiation Oncology, Clinique Pasteur, Toulouse, France
| | - David Azria
- Department of Radiation Oncology, Institut de Cancérologie de Montpellier, Montpellier, France
| | - Tamim M Niazi
- Department of Radiation Oncology, Jewish General Hospital, Montreal, QC, Canada
| | - Te Vuong
- Department of Radiation Oncology, Jewish General Hospital, Montreal, QC, Canada
| | - Véronique Vendrely
- Department of Radiation Oncology, Bordeaux University Hospital, Bordeaux, France
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Brand DH, Brüningk SC, Wilkins A, Fernandez K, Naismith O, Gao A, Syndikus I, Dearnaley DP, Tree AC, van As N, Hall E, Gulliford S. Estimates of Alpha/Beta (α/β) Ratios for Individual Late Rectal Toxicity Endpoints: An Analysis of the CHHiP Trial. Int J Radiat Oncol Biol Phys 2021; 110:596-608. [PMID: 33412260 PMCID: PMC8129972 DOI: 10.1016/j.ijrobp.2020.12.041] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 12/10/2020] [Accepted: 12/24/2020] [Indexed: 12/04/2022]
Abstract
PURPOSE Changes in fraction size of external beam radiation therapy exert nonlinear effects on subsequent toxicity. Commonly described by the linear-quadratic model, fraction size sensitivity of normal tissues is expressed by the α/β ratio. We sought to study individual α/β ratios for different late rectal effects after prostate external beam radiation therapy. METHODS AND MATERIALS The CHHiP trial (ISRCTN97182923) randomized men with nonmetastatic prostate cancer 1:1:1 to 74 Gy/37 fractions (Fr), 60 Gy/20 Fr, or 57 Gy/19 Fr. Patients in the study had full dosimetric data and zero baseline toxicity. Toxicity scales were amalgamated to 6 bowel endpoints: bleeding, diarrhea, pain, proctitis, sphincter control, and stricture. Lyman-Kutcher-Burman models with or without equivalent dose in 2 Gy/Fr correction were log-likelihood fitted by endpoint, estimating α/β ratios. The α/β ratio estimate sensitivity was assessed using sequential inclusion of dose modifying factors (DMFs): age, diabetes, hypertension, inflammatory bowel or diverticular disease (IBD/diverticular), and hemorrhoids. 95% confidence intervals (CIs) were bootstrapped. Likelihood ratio testing of 632 estimator log-likelihoods compared the models. RESULTS Late rectal α/β ratio estimates (without DMF) ranged from bleeding (G1 + α/β = 1.6 Gy; 95% CI, 0.9-2.5 Gy) to sphincter control (G1 + α/β = 3.1 Gy; 95% CI, 1.4-9.1 Gy). Bowel pain modelled poorly (α/β, 3.6 Gy; 95% CI, 0.0-840 Gy). Inclusion of IBD/diverticular disease as a DMF significantly improved fits for stool frequency G2+ (P = .00041) and proctitis G1+ (P = .00046). However, the α/β ratios were similar in these no-DMF versus DMF models for both stool frequency G2+ (α/β 2.7 Gy vs 2.5 Gy) and proctitis G1+ (α/β 2.7 Gy vs 2.6 Gy). Frequency-weighted averaging of endpoint α/β ratios produced: G1 + α/β ratio = 2.4 Gy; G2 + α/β ratio = 2.3 Gy. CONCLUSIONS We estimated α/β ratios for several common late adverse effects of rectal radiation therapy. When comparing dose-fractionation schedules, we suggest using late a rectal α/β ratio ≤ 3 Gy.
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Affiliation(s)
- Douglas H Brand
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom.
| | - Sarah C Brüningk
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - Anna Wilkins
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; Tumour Cell Biology Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Katie Fernandez
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Olivia Naismith
- Radiotherapy Trials QA Group, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Annie Gao
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Isabel Syndikus
- Radiotherapy Department, Clatterbridge Cancer Centre, United Kingdom
| | - David P Dearnaley
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Alison C Tree
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Nicholas van As
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom; Urology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Emma Hall
- Clinical Trials and Statistics Unit, The Institute of Cancer Research, London, United Kingdom
| | - Sarah Gulliford
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom; Department of Radiotherapy Physics, University College London Hospitals NHS Foundation Trust, London, United Kingdom
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Rectal and Urethro-Vesical Subregions for Toxicity Prediction After Prostate Cancer Radiation Therapy: Validation of Voxel-Based Models in an Independent Population. Int J Radiat Oncol Biol Phys 2020; 108:1189-1195. [DOI: 10.1016/j.ijrobp.2020.07.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 07/01/2020] [Accepted: 07/06/2020] [Indexed: 12/16/2022]
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Marcello M, Denham JW, Kennedy A, Haworth A, Steigler A, Greer PB, Holloway LC, Dowling JA, Jameson MG, Roach D, Joseph DJ, Gulliford SL, Dearnaley DP, Sydes MR, Hall E, Ebert MA. Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trials. Radiother Oncol 2020; 150:281-292. [PMID: 32745667 DOI: 10.1016/j.radonc.2020.07.048] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 07/25/2020] [Accepted: 07/28/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND PURPOSE This study aimed to identify anatomically-localised regions where planned radiotherapy dose is associated with gastrointestinal toxicities in healthy tissues throughout the pelvic anatomy. MATERIALS AND METHODS Planned dose distributions for up to 657 patients of the Trans Tasman Radiation Oncology Group 03.04 RADAR trial were deformably registered onto a single exemplar computed tomography dataset. Voxel-based multiple comparison permutation dose difference testing, Cox regression modelling and LASSO feature selection were used to identify regions where dose-increase was associated with grade ≥2 rectal bleeding (RB) or tenesmus, according to the LENT/SOMA scale. This was externally validated by registering dose distributions from the RT01 (n = 388) and CHHiP (n = 241) trials onto the same exemplar and repeating the tests on each of these data sets, and on all three datasets combined. RESULTS Voxel-based Cox regression and permutation dose difference testing revealed regions where increased dose was correlated with gastrointestinal toxicity. Grade ≥2 RB was associated with posteriorly extended lateral beams that manifested high doses (>55 Gy) in a small rectal volume adjacent to the clinical target volume. A correlation was found between grade ≥2 tenesmus and increased low-intermediate dose (∼25 Gy) at the posterior beam region, including the posterior rectum and perirectal fat space (PRFS). CONCLUSIONS The serial response of the rectum with respect to RB has been demonstrated in patients with posteriorly extended lateral beams. Similarly, the parallel response of the PRFS with respect to tenesmus has been demonstrated in patients treated with the posterior beam.
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Affiliation(s)
- Marco Marcello
- Department of Physics, University of Western Australia, Crawley, Australia; Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Australia.
| | - James W Denham
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia
| | - Angel Kennedy
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - Annette Haworth
- School of Physics, University of Sydney, Camperdown, Australia
| | - Allison Steigler
- Prostate Cancer Trials Group, School of Medicine and Public Health, University of Newcastle, Callaghan, Australia
| | - Peter B Greer
- School of Mathematical and Physical Sciences, University of Newcastle, Callaghan, Australia; Department of Radiation Oncology, Calvary Mater Newcastle, Waratah, Australia
| | - Lois C Holloway
- Department of Medical Physics, Liverpool Cancer Centre, Australia; South Western Sydney Clinical School, University of New South Wales, Liverpool, Australia; Centre for Medical Radiation Physics, University of Wollongong, Australia
| | - Jason A Dowling
- School of Mathematical and Physical Sciences, University of Newcastle, Callaghan, Australia; CSIRO, Herston, Australia
| | - Michael G Jameson
- Department of Medical Physics, Liverpool Cancer Centre, Australia; South Western Sydney Clinical School, University of New South Wales, Liverpool, Australia; Centre for Medical Radiation Physics, University of Wollongong, Australia; Cancer Research Team, Ingham Institute for Applied Medical Research, Liverpool, Australia
| | - Dale Roach
- Department of Medical Physics, Liverpool Cancer Centre, Australia; South Western Sydney Clinical School, University of New South Wales, Liverpool, Australia; Cancer Research Team, Ingham Institute for Applied Medical Research, Liverpool, Australia
| | - David J Joseph
- School of Surgery, University of Western Australia, Crawley, Australia; 5D Clinics, Claremont, Australia; GenesisCare WA, Wembley, Australia
| | - Sarah L Gulliford
- Radiotherapy Department, University College London Hospitals NHS Foundation Trust, United Kingdom; Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom
| | - David P Dearnaley
- Academic UroOncology Unit, The Institute of Cancer Research and the Royal Marsden NHS Trust, London, Australia
| | - Mathew R Sydes
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College, London, United Kingdom
| | - Emma Hall
- Clinical Trials and Statistics Unit, The Institute of Cancer Research, Sutton, United Kingdom
| | - Martin A Ebert
- Department of Physics, University of Western Australia, Crawley, Australia; Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Australia; 5D Clinics, Claremont, Australia
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11
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Wilkins A, Naismith O, Brand D, Fernandez K, Hall E, Dearnaley D, Gulliford S. Derivation of Dose/Volume Constraints for the Anorectum from Clinician- and Patient-Reported Outcomes in the CHHiP Trial of Radiation Therapy Fractionation. Int J Radiat Oncol Biol Phys 2020; 106:928-938. [PMID: 31987974 DOI: 10.1016/j.ijrobp.2020.01.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 12/20/2019] [Accepted: 01/03/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE The CHHiP trial randomized 3216 men with localized prostate cancer (1:1:1) to 3 radiation therapy fractionation schedules: 74 Gy in 37 fractions over 7.4 weeks; 60 Gy in 20 fractions over 4 weeks; and 57 Gy in 19 fractions over 3.8 weeks. Literature-based dose constraints were applied with arithmetic adjustment for the hypofractionated arms. This study aimed to derive anorectal dose constraints using prospectively collected clinician-reported outcomes (CROs) and patient-reported outcomes (PROs) and to assess the added predictive value of spatial dose metrics. METHODS AND MATERIALS A case-control study design was used; 7 CRO and 5 PRO bowel symptoms were evaluated. Cases experienced a moderate or worse symptom 1 to 5 years after-radiation therapy and did not have the symptom before radiation therapy. Controls did not experience the symptom at baseline or between 1 to 5 years after radiation therapy. The anorectum was recontoured from the anal verge to the rectosigmoid junction; dose/volume parameters were extracted. Univariate logistic regression, atlases of complication indices, and bootstrapped receiver-operating-characteristic analysis (1000 replicates, balanced outcomes) were used to derive dose constraints for the whole cohort (hypofractionated schedules were converted to 2-Gy equivalent schedules using α/β = 3 Gy) and separate hypofractionated/conventional fractionation cohorts. Only areas under the curve with 95% confidence interval lower limits >0.5 were considered statistically significant. Any constraint derived in <95% to 99% of bootstraps was excluded. RESULTS Statistically significant dose constraints were derived for CROs but not PROs. Intermediate to high doses were important for rectal bleeding, whereas intermediate doses were important for increased bowel frequency, fecal incontinence, and rectal pain. Spatial dose metrics did not improve prediction of CROs or PROs. A new panel of dose constraints for hypofractionated schedules to 60 Gy or 57 Gy are V20Gy <85%, V30Gy <57%, V40Gy <38%, V50Gy <22%, and V60Gy <0.01%. CONCLUSIONS Dose constraints differed among symptoms, indicating potentially different pathogenesis of radiation-induced side effects. Derived dose constraints were stricter than those used in CHHiP and may reduce bowel symptoms after radiation therapy.
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Affiliation(s)
- Anna Wilkins
- Division of Clinical Studies, Institute of Cancer Research, London, United Kingdom; The Royal Marsden Hospital, London, United Kingdom.
| | - Olivia Naismith
- The Royal Marsden Hospital, London, United Kingdom; Radiotherapy Trials Quality Assurance Group, London, United Kingdom
| | - Douglas Brand
- The Royal Marsden Hospital, London, United Kingdom; Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
| | - Katie Fernandez
- Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
| | - Emma Hall
- Division of Clinical Studies, Institute of Cancer Research, London, United Kingdom
| | - David Dearnaley
- The Royal Marsden Hospital, London, United Kingdom; Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
| | - Sarah Gulliford
- Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
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12
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Forward- and Inverse-Planned Intensity-Modulated Radiotherapy in the CHHiP Trial: A Comparison of Dosimetry and Normal Tissue Toxicity. Clin Oncol (R Coll Radiol) 2019; 31:600-610. [PMID: 31178346 PMCID: PMC6688097 DOI: 10.1016/j.clon.2019.05.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 03/21/2019] [Accepted: 03/27/2019] [Indexed: 02/07/2023]
Abstract
AIMS The CHHiP (Conventional or Hypofractionated High-dose Intensity Modulated Radiotherapy In Prostate Cancer; CRUK/06/016) trial investigated hypofractionated radiotherapy for localised prostate cancer. Forward- (FP) or inverse-planned (IP) intensity-modulated techniques were permitted. Dose-volume histogram and toxicity data were compared to explore the effects of planning method. MATERIALS AND METHODS In total, 337 participants with intermediate-risk disease and prospectively collected toxicity data were included. Patients were matched on prostate and rectum/bladder volumes and on radiotherapy dose for toxicity comparisons. The primary outcome was grade 2 or higher Radiation Therapy Oncology Group (RTOG) bowel or bladder toxicity at 2 years. RESULTS IP patients had smaller volumes of rectum irradiated to 50-70 Gy (P < 0.001); FP patients had smaller volumes of bladder irradiated to 74 Gy (P = 0.001). Acute grade 2 + bowel toxicity was worse with FP (27/53 [52%]; 11/53 [21%] IP; P = 0.0002); with no significant differences in acute urinary toxicity. At 2 years, RTOG grade 2 + bowel toxicity rates were FP 0/53 and IP 2/53 and RTOG grade 2 + bladder rates were FP 0/54 and IP 1/57. CONCLUSIONS Significant differences were found between dose-volume histograms from FP and IP methods. IP may result in small reductions in acute bowel toxicity but both techniques were associated with low rates of late radiotherapy side-effects.
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Jadon R, Higgins E, Hanna L, Evans M, Coles B, Staffurth J. A systematic review of dose-volume predictors and constraints for late bowel toxicity following pelvic radiotherapy. Radiat Oncol 2019; 14:57. [PMID: 30943992 PMCID: PMC6448293 DOI: 10.1186/s13014-019-1262-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 03/27/2019] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Advanced pelvic radiotherapy techniques aim to reduce late bowel toxicity which can severely impact the lives of pelvic cancer survivors. Although advanced techniques have been largely adopted worldwide, to achieve their aim, knowledge of which dose-volume parameters of which components of bowel predict late bowel toxicity is crucial to make best use of these techniques. The rectum is an extensively studied organ at risk (OAR), and dose-volume predictors of late toxicity for the rectum are established. However, for other components of bowel, there is a significant paucity of knowledge. The Quantitative Analyses of Normal Tissue Effects in the Clinic (QUANTEC) reviews recommend dose-volume constraints for acute bowel toxicity for peritoneal cavity and bowel loops, although no constraints are recommended for late toxicity, despite its relevance to our increasing number of survivors. This systematic review aims to examine the published literature to seek dose-volume predictors and constraints of late bowel toxicity for OARs (apart from the rectum) for use in clinical practice. METHODS A systematic literature search was performed using Medline, Embase, Cochrane Library, Web of Science, Cinahl and Pubmed. Studies were screened and included according to specific pre-defined criteria. Included studies were assessed for quality against QUANTEC-defined assessment criteria. RESULTS 101 studies were screened to find 30 relevant studies. Eight studies related to whole bowel, 11 to small bowel, and 21 to large bowel (including 16 of the anal canal). The anal canal is an important OAR for the development of late toxicity, and we recommend an anal canal Dmean <40Gy as a constraint to reduce late incontinence. For other components of bowel (sigmoid, large bowel, intestinal cavity, bowel loops), although individual studies found statistically significant parameters and constraints these findings were not corroborated in other studies. CONCLUSIONS The anal canal is an important OAR for the development of late bowel toxicity symptoms. Further validation of the constraints found for other components of bowel is needed. Studies that were more conclusive included those with patient-reported data, where individual symptom scores were assessed rather than an overall score, and those that followed statistical and endpoint criteria as defined by QUANTEC.
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Affiliation(s)
- Rashmi Jadon
- Department of Clinical Oncology, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK. .,Department of Clinical Oncology, Addenbrookes' Hospital, Box 193, Cambridge, CB2 0QQ, UK.
| | - Emma Higgins
- Department of Clinical Oncology, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK
| | - Louise Hanna
- Department of Clinical Oncology, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK
| | - Mererid Evans
- Department of Clinical Oncology, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK
| | - Bernadette Coles
- Cancer Research Wales Library, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK
| | - John Staffurth
- Department of Clinical Oncology, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK.,School of Medicine, Institute of Cancer and Genetics, Cardiff University, Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK
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14
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Olsson CE, Jackson A, Deasy JO, Thor M. A Systematic Post-QUANTEC Review of Tolerance Doses for Late Toxicity After Prostate Cancer Radiation Therapy. Int J Radiat Oncol Biol Phys 2018; 102:1514-1532. [PMID: 30125635 PMCID: PMC6652194 DOI: 10.1016/j.ijrobp.2018.08.015] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 07/27/2018] [Accepted: 08/04/2018] [Indexed: 12/25/2022]
Abstract
PURPOSE The aims of this study were to systematically review tolerance doses for late distinct gastrointestinal (GI), genitourinary (GU), and sexual dysfunction (SD) symptoms after external beam radiation therapy (EBRT) alone and treatments involving brachytherapy (BT) for prostate cancer after Quantitative Analysis of Normal Tissue Effects in the Clinic (QUANTEC) and ultimately to perform quantitative syntheses of identified dose/volume tolerances represented by dose-volume histogram (DVH) thresholds, that is, statistically significant (P ≤ .05) cutoff points between symptomatic and asymptomatic patients in a certain study. METHODS AND MATERIALS PubMed was scrutinized for full-text articles in English after QUANTEC (January 1, 2010). The inclusion criteria were randomized controlled trials, case-control studies, or cohort studies with tolerance doses for late distinct symptoms ≥3 months after primary radiation therapy for prostate cancer (N > 30). All DVH thresholds were converted into equivalent doses in 2-Gy fractions (EQD2α/β) and were fitted with a linear or linear-quadratic function (goodness of fit, R2). The review was registered on PROSPERO (CRD42016042464). RESULTS From 33 identified studies, which included 36 to 746 patients per symptom domain, the majority of dose/volume tolerances were derived for GI toxicity after EBRT alone (GI, 97 thresholds; GU, 8 thresholds; SD, 1 threshold). For 5 symptoms (defecation urgency, diarrhea, fecal incontinence, proctitis, and rectal bleeding), relationships between dose/volume tolerances across studies (R2 = 0.93 [0.82-1.00]), and across symptoms, leading to a curve for overall GI toxicity (R2 = 0.98), could be determined. For these symptoms, mainly rectal thresholds were found throughout low and high doses (10 Gy ≤ equivalent dose in 2-Gy fractions using α/β = 3Gy (EQD23) ≤ 50 Gy and 55 Gy ≤ EQD23 ≤ 78 Gy, respectively). For BT with or without EBRT, dose/volume tolerances were also mainly identified for GI toxicity (GI, 14 thresholds; GU, 4 thresholds; SD, 2 thresholds) with the largest number of DVH thresholds concerning rectal bleeding (5 thresholds). CONCLUSIONS Updated dose/volume tolerances after QUANTEC were found for 17 GI, GU, or SD symptoms. A DVH curve described the relationship between dose/volume tolerances across 5 GI symptoms after EBRT alone. Restricting treatments for EBRT alone using the lower boundaries of this curve is likely to limit overall GI toxicity, but this should be explored prospectively. Dose/volume tolerances for GU and SD toxicity after EBRT alone and after BT with or without EBRT were scarce and support further research including data-sharing initiatives to untangle the dose/volume relationships for these symptoms.
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Affiliation(s)
- Caroline E Olsson
- Department of Radiation Physics, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden; Regional Cancer Center West, Western Sweden Healthcare Region, Gothenburg, Sweden
| | - Andrew Jackson
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Joseph O Deasy
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Maria Thor
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.
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15
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Alevronta E, Skokic V, Wilderäng U, Dunberger G, Sjöberg F, Bull C, Bergmark K, Jörnsten R, Steineck G. Dose-response relationships of the sigmoid for urgency syndrome after gynecological radiotherapy. Acta Oncol 2018; 57:1352-1358. [PMID: 29733238 DOI: 10.1080/0284186x.2018.1468082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
PURPOSE To find out what organs and doses are most relevant for 'radiation-induced urgency syndrome' in order to derive the corresponding dose-response relationships as an aid for avoiding the syndrome in the future. MATERIAL AND METHODS From a larger group of gynecological cancer survivors followed-up 2-14 years, we identified 98 whom had undergone external beam radiation therapy but not brachytherapy and not having a stoma. Of those survivors, 24 developed urgency syndrome. Based on the loading factor from a factor analysis, and symptom frequency, 15 symptoms were weighted together to a score interpreted as the intensity of radiation-induced urgency symptom. On reactivated dose plans, we contoured the small intestine, sigmoid colon and the rectum (separate from the anal-sphincter region) and we exported the dose-volume histograms for each survivor. Dose-response relationships from respective risk organ and urgency syndrome were estimated by fitting the data to the Probit, RS, LKB and gEUD models. RESULTS The rectum and sigmoid colon have steep dose-response relationships for urgency syndrome for Probit, RS and LKB. The dose-response parameters for the rectum were D50: 51.3, 51.4, and 51.3 Gy, γ50 = 1.19 for all models, s was 7.0e-09 for RS and n was 9.9 × 107 for LKB. For Sigmoid colon, D50 were 51.6, 51.6, and 51.5 Gy, γ50 were 1.20, 1.25, and 1.27, s was 2.8 for RS and n was 0.079 for LKB. CONCLUSIONS Primarily the dose to sigmoid colon as well as the rectum is related to urgency syndrome among gynecological cancer survivors. Separate delineation of the rectum and sigmoid colon in order to incorporate the dose-response results may aid in reduction of the incidence of the urgency syndrome.
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Affiliation(s)
- Eleftheria Alevronta
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Viktor Skokic
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Ulrica Wilderäng
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Gail Dunberger
- Department of Health Care Sciences, Ersta Sköndal Bräcke University College, Stockholm, Sweden
| | - Fei Sjöberg
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Cecilia Bull
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Karin Bergmark
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Rebecka Jörnsten
- Department of Oncology and Pathology Division of Clinical Cancer Epidemiology, Karolinska Institutet, Stockholm, Sweden
| | - Gunnar Steineck
- Division of Clinical Cancer Epidemiology Department of Oncology, Institute of Clinical Sciences Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Chalmers University of Technology, Gothenburg, Sweden
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16
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Chen J, Chen H, Zhong Z, Wang Z, Hrycushko B, Zhou L, Jiang S, Albuquerque K, Gu X, Zhen X. Investigating rectal toxicity associated dosimetric features with deformable accumulated rectal surface dose maps for cervical cancer radiotherapy. Radiat Oncol 2018; 13:125. [PMID: 29980214 PMCID: PMC6035458 DOI: 10.1186/s13014-018-1068-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 06/18/2018] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Better knowledge of the dose-toxicity relationship is essential for safe dose escalation to improve local control in cervical cancer radiotherapy. The conventional dose-toxicity model is based on the dose volume histogram, which is the parameter lacking spatial dose information. To overcome this limit, we explore a comprehensive rectal dose-toxicity model based on both dose volume histogram and dose map features for accurate radiation toxicity prediction. METHODS Forty-two cervical cancer patients treated with combined external beam radiotherapy (EBRT) and brachytherapy (BT) were retrospectively studied, including 12 with Grade ≥ 2 rectum toxicity and 30 patients with Grade 0-1 toxicity (non-toxicity patients). The cumulative equivalent 2-Gy rectal surface dose was deformably summed using the deformation vector fields obtained through a recent developed local topology preserved non-rigid point matching algorithm. The cumulative three-dimensional (3D) dose was flattened and mapped to a two-dimensional (2D) plane to obtain the rectum surface dose map (RSDM). The dose volume parameters (DVPs) were calculated from the 3D rectum surface, while the texture features and the dose geometric parameters (DGPs) were extracted from the 2D RSDM. Representative features further computed from DVPs, textures and DGPs by principle component analysis (PCA) and statistical analysis were respectively fed into a support vector machine equipped with a sequential feature selection procedure. The predictive powers of the representative features were compared with the GEC-ESTRO dosimetric parameters D0.1/1/2cm3. RESULTS Satisfactory predictive accuracy of sensitivity 74.75 and 84.75%, specificity 72.67 and 79.87%, and area under the receiver operating characteristic curve (AUC) 0.82 and 0.91 were respectively achieved by the PCA features and statistical significant features, which were superior to the D0.1/1/2cm3 (AUC 0.71). The relative area in dose levels of 64Gy, 67Gy, 68Gy, 87Gy, 88Gy and 89Gy, perimeters in dose levels of 89Gy, as well as two texture features were ranked as the important factors that were closely correlated with rectal toxicity. CONCLUSIONS Our extensive experimental results have demonstrated the feasibility of the proposed scheme. A future large patient cohort study is still needed for model validation.
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Affiliation(s)
- Jiawei Chen
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Haibin Chen
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Zichun Zhong
- Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA
| | - Zhuoyu Wang
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, 805 Sherbrooke Street West, Montreal, Quebec, H3A 0G4, Canada
| | - Brian Hrycushko
- Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Linghong Zhou
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China.
| | - Steve Jiang
- Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Kevin Albuquerque
- Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Xuejun Gu
- Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA.
| | - Xin Zhen
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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17
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Marcello M, Ebert M, Haworth A, Steigler A, Kennedy A, Joseph D, Denham J. Association between treatment planning and delivery factors and disease progression in prostate cancer radiotherapy: Results from the TROG 03.04 RADAR trial. Radiother Oncol 2018; 126:249-256. [DOI: 10.1016/j.radonc.2017.10.021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 10/16/2017] [Accepted: 10/16/2017] [Indexed: 11/25/2022]
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18
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Gulliford S, Ghose S, Ebert M, Kennedy A, Dowling J, Mitra J, Joseph D, Denham J. Radiotherapy dose-distribution to the perirectal fat space (PRS) is related to gastrointestinal control-related complications. Clin Transl Radiat Oncol 2017; 7:62-70. [PMID: 29594231 PMCID: PMC5862665 DOI: 10.1016/j.ctro.2017.10.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2017] [Revised: 10/02/2017] [Accepted: 10/03/2017] [Indexed: 11/25/2022] Open
Abstract
Traditionally rectal symptoms following pelvic/prostate radiotherapy are correlated to the dosimetry of the anorectum or a substructure of this. It has been suggested that the perirectal fat space (PRS) surrounding the rectum may also be relevant. This study considers the delineation and dosimetry of the PRS related to both rectal bleeding and control-related toxicity. Initially, a case-control cohort of 100 patients from the RADAR study were chosen based on presence/absence of rectal control-related toxicity. Automated contouring was developed to delineate the PRS. 79 of the 100 auto-segmentations were considered successful. Balanced case-control cohorts were defined from these cases. Atlas of Complication Incidence (ACI) were generated to relate the DVH of the PRS with specific rectal symptoms; rectal bleeding and control-related symptoms (LENT/SOM). ACI demonstrated that control-related symptoms were related to the dose distribution to the PRS which was confirmed with Wilcoxon rank sum test (p < 0.05). To the authors knowledge this is the first study implicating the dose distribution to the PRS to the incidence of control-related symptoms of rectal toxicity.
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Affiliation(s)
- S.L. Gulliford
- Joint Department of Physics, Institute of Cancer Research and Royal Marsden National Health Service Foundation Trust, Sutton, United Kingdom
| | - S. Ghose
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - M.A. Ebert
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Western Australia, Australia
- School of Physics, University of Western Australia, Western Australia, Australia
| | - A. Kennedy
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Western Australia, Australia
| | - J. Dowling
- Australian e-Health Research Centre, CSIRO, Brisbane, Queensland, Australia
| | - J. Mitra
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - D.J. Joseph
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Western Australia, Australia
- School of Surgery, University of Western Australia, Western Australia, Australia
| | - J.W. Denham
- School of Medicine and Public Health, University of Newcastle, New South Wales, Australia
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19
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Moulton CR, House MJ, Lye V, Tang CI, Krawiec M, Joseph DJ, Denham JW, Ebert MA. Spatial features of dose-surface maps from deformably-registered plans correlate with late gastrointestinal complications. Phys Med Biol 2017; 62:4118-4139. [PMID: 28445167 DOI: 10.1088/1361-6560/aa663d] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
This study investigates the associations between spatial distribution of dose to the rectal surface and observed gastrointestinal toxicities after deformably registering each phase of a combined external beam radiotherapy (EBRT)/high-dose-rate brachytherapy (HDRBT) prostate cancer treatment. The study contains data for 118 patients where the HDRBT CT was deformably-registered to the EBRT CT. The EBRT and registered HDRBT TG43 dose distributions in a reference 2 Gy/fraction were 3D-summed. Rectum dose-surface maps (DSMs) were obtained by virtually unfolding the rectum surface slice-by-slice. Associations with late peak gastrointestinal toxicities were investigated using voxel-wise DSM analysis as well as parameterised spatial patterns. The latter were obtained by thresholding DSMs from 1-80 Gy (increment = 1) and extracting inferior-superior extent, left-right extent, area, perimeter, compactness, circularity and ellipse fit parameters. Logistic regressions and Mann-Whitney U-tests were used to correlate features with toxicities. Rectal bleeding, stool frequency, diarrhoea and urgency/tenesmus were associated with greater lateral and/or longitudinal spread of the high doses near the anterior rectal surface. Rectal bleeding and stool frequency were also influenced by greater low-intermediate doses to the most inferior 20% of the rectum and greater low-intermediate-high doses to 40-80% of the rectum length respectively. Greater low-intermediate doses to the superior 20% and inferior 20% of the rectum length were associated with anorectal pain and urgency/tenesmus respectively. Diarrhoea, completeness of evacuation and proctitis were also related to greater low doses to the posterior side of the rectum. Spatial features for the intermediate-high dose regions such as area, perimeter, compactness, circularity, ellipse eccentricity and confinement to ellipse fits were strongly associated with toxicities other than anorectal pain. Consequently, toxicity is related to the shape of isodoses as well as dose coverage. The findings indicate spatial constraints on doses to certain sections of the rectum may be important for reducing toxicities and optimising dose.
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Affiliation(s)
- Calyn R Moulton
- School of Physics, University of Western Australia, Crawley, Western Australia, Australia
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20
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Moulton CR, House MJ, Lye V, Tang CI, Krawiec M, Joseph DJ, Denham JW, Ebert MA. Prostate external beam radiotherapy combined with high-dose-rate brachytherapy: dose-volume parameters from deformably-registered plans correlate with late gastrointestinal complications. Radiat Oncol 2016; 11:144. [PMID: 27799048 PMCID: PMC5087115 DOI: 10.1186/s13014-016-0719-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 10/17/2016] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Derivation of dose-volume correlated with toxicity for multi-modal treatments can be difficult due to the perceived need for voxel-by-voxel dose accumulation. With data available for a single-institution cohort with long follow-up, an investigation was undertaken into rectal dose-volume effects for gastrointestinal toxicities after deformably-registering each phase of a combined external beam radiotherapy (EBRT)/high-dose-rate (HDR) brachytherapy prostate treatment. METHODS One hundred and eighteen patients received EBRT in 23 fractions of 2 Gy and HDR (TG43 algorithm) in 3 fractions of 6.5 Gy. Results for the Late Effects of Normal Tissues - Subjective, Objective, Management and Analytic toxicity assessments were available with a median follow-up of 72 months. The HDR CT was deformably-registered to the EBRT CT. Doses were corrected for dose fractionation. Rectum dose-volume histogram (DVH) parameters were calculated in two ways. (1) Distribution-adding: parameters were calculated after the EBRT dose distribution was 3D-summed with the registered HDR dose distribution. (2) Parameter-adding: the EBRT DVH parameters were added to HDR DVH parameters. Logistic regressions and Mann-Whitney U-tests were used to correlate parameters with late peak toxicity (dichotomised at grade 1 or 2). RESULTS The 48-80, 40-63 and 49-55 Gy dose regions from distribution-adding were significantly correlated with rectal bleeding, urgency/tenesmus and stool frequency respectively. Additionally, urgency/tenesmus and anorectal pain were associated with the 25-26 Gy and 44-48 Gy dose regions from distribution-adding respectively. Parameter-adding also indicated the low-mid dose region was significantly correlated with stool frequency and proctitis. CONCLUSIONS This study confirms significant dose-histogram effects for gastrointestinal toxicities after including deformable registration to combine phases of EBRT/HDR prostate cancer treatment. The findings from distribution-adding were in most cases consistent with those from parameter-adding. The mid-high dose range and near maximum doses were important for rectal bleeding. The distribution-adding mid-high dose range was also important for stool frequency and urgency/tenesmus. We encourage additional studies in a variety of institutions using a variety of dose accumulation methods with appropriate inter-fraction motion management. TRIAL REGISTRATION NCT NCT00193856 . Retrospectively registered 12 September 2005.
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Affiliation(s)
- Calyn R. Moulton
- School of Physics (M013), University of Western Australia, 35 Stirling Highway, Crawley, WA 6009 Australia
| | - Michael J. House
- School of Physics (M013), University of Western Australia, 35 Stirling Highway, Crawley, WA 6009 Australia
| | - Victoria Lye
- Radiation Oncology, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009 Australia
| | - Colin I. Tang
- Radiation Oncology, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009 Australia
| | - Michele Krawiec
- Radiation Oncology, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009 Australia
| | - David J. Joseph
- Radiation Oncology, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009 Australia
- School of Surgery, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009 Australia
| | - James W. Denham
- School of Medicine and Population Health, University of Newcastle, University Drive, Callaghan, NSW 2308 Australia
| | - Martin A. Ebert
- School of Physics (M013), University of Western Australia, 35 Stirling Highway, Crawley, WA 6009 Australia
- Radiation Oncology, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009 Australia
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Cicchetti A, Rancati T, Ebert M, Fiorino C, Palorini F, Kennedy A, Joseph DJ, Denham JW, Vavassori V, Fellin G, Avuzzi B, Stucchi C, Valdagni R. Modelling late stool frequency and rectal pain after radical radiotherapy in prostate cancer patients: Results from a large pooled population. Phys Med 2016; 32:1690-1697. [PMID: 27720692 DOI: 10.1016/j.ejmp.2016.09.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 08/30/2016] [Accepted: 09/22/2016] [Indexed: 11/27/2022] Open
Abstract
AIM To investigate late gastrointestinal toxicity in a large pooled population of prostate cancer patients treated with radical radiotherapy. Normal tissue complication probability models were developed for late stool frequency and late rectal pain. METHODS AND MATERIALS Population included 1336 patients, 3-year minimum follow-up, treated with 66-80Gy. Toxicity was scored with LENT-SOMA-scale. Two toxicity endpoints were considered: grade ⩾2 rectal pain and mean grade (average score during follow-up) in stool frequency >1. DVHs of anorectum were reduced to equivalent uniform dose (EUD). The best-value of the volume parameter n was determined through numerical optimization. Association between EUD/clinical factors and the endpoints was investigated by logistic analyses. Likelihood, Brier-score and calibration were used to evaluate models. External calibration was also carried out. RESULTS 4% of patients (45/1122) reported mean stool frequency grade >1; grade ⩾2 rectal pain was present in the TROG 03.04 RADAR population only (21/677, 3.1%): for this endpoint, the analysis was limited to this population. Analysis of DVHs highlighted the importance of mid-range doses (30-50Gy) for both endpoints. EUDs calculated with n=1 (OR=1.04) and n=0.35 (OR=1.06) were the most suitable dosimetric descriptors for stool frequency and rectal pain respectively. The final models included EUD and cardiovascular diseases (OR=1.78) for stool frequency and EUD and presence of acute gastrointestinal toxicity (OR=4.2) for rectal pain. CONCLUSION Best predictors of stool frequency and rectal pain are consistent with findings previously reported for late faecal incontinence, indicating an important role in optimization of mid-range dose region to minimize these symptoms highly impacting the quality-of-life of long surviving patients.
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Affiliation(s)
- A Cicchetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - T Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - M Ebert
- Medical Physics, University of Western Australia, Perth, Western Australia, Australia; Physics Research, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
| | - C Fiorino
- Medical Physics, San Raffaele Scientific Institute, Milan, Italy
| | - F Palorini
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - A Kennedy
- Physics Research, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
| | - D J Joseph
- Physics Research, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
| | - J W Denham
- School of Medicine and Public Health, University of Newcastle, New South Wales, Australia
| | - V Vavassori
- Radiotherapy, Cliniche Humanitas-Gavazzeni, Bergamo, Italy
| | - G Fellin
- Radiotherapy, Ospedale Santa Chiara, Trento, Italy
| | - B Avuzzi
- Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - C Stucchi
- Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - R Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Oncology and Hemato-oncology, Università degli Studi di Milano, Milan, Italy
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22
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Yahya N, Ebert MA, Bulsara M, Kennedy A, Joseph DJ, Denham JW. Independent external validation of predictive models for urinary dysfunction following external beam radiotherapy of the prostate: Issues in model development and reporting. Radiother Oncol 2016; 120:339-45. [DOI: 10.1016/j.radonc.2016.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 05/11/2016] [Accepted: 05/15/2016] [Indexed: 12/20/2022]
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23
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Steineck G, Schmidt H, Alevronta E, Sjöberg F, Bull CM, Vordermark D. Toward Restored Bowel Health in Rectal Cancer Survivors. Semin Radiat Oncol 2016; 26:236-50. [DOI: 10.1016/j.semradonc.2016.03.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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24
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Dréan G, Acosta O, Ospina JD, Fargeas A, Lafond C, Corrégé G, Lagrange JL, Créhange G, Simon A, Haigron P, de Crevoisier R. Identification of a rectal subregion highly predictive of rectal bleeding in prostate cancer IMRT. Radiother Oncol 2016; 119:388-97. [PMID: 27173457 DOI: 10.1016/j.radonc.2016.04.023] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Revised: 03/14/2016] [Accepted: 04/16/2016] [Indexed: 12/23/2022]
Abstract
BACKGROUND AND PURPOSE To identify rectal subregions at risks (SRR) highly predictive of 3-year rectal bleeding (RB) in prostate cancer IMRT. MATERIALS AND METHODS Overall, 173 prostate cancer patients treated with IMRT/IGRT were prospectively analyzed, divided into "training" (n=118) and "validation" cohorts (n=53). Dose-volume histograms (DVHs) were calculated in three types of rectal subregions: "geometric", intuitively defined (hemi-rectum,…); "personalized", obtained by non-rigid registration followed by voxel-wise statistical analysis (SRRp); "generic", mapped from SRRps, located within 8×8 rectal subsections (SRRg). DVHs from patients with and without RB were compared and used for toxicity prediction. RESULTS Training cohort SRRps were primarily within the inferior anterior hemi-rectum and upper anal canal, with 3.8Gy mean dose increase for Grade⩾1 RB patients. The SRRg, representing 15% of the absolute rectal volume, was located in 10 inferior-anterior rectal subsections. V18-V70 for SRRps and V58-V65 for SRRg were significantly higher for RB patients than non-RB. Maximum areas under the curve (AUCs) for SRRp and SRRg RB prediction were 71% and 64%, respectively. The validation cohort confirmed the predictive value of SRRg for Grade⩾1 RB. The total cohort confirmed the predictive value of SRRg for Grade⩾2 RB. Geometrical subregions were not RB predictors. CONCLUSION The inferior-anterior hemi anorectum was highly predictive of RB.
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Affiliation(s)
- Gaël Dréan
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Oscar Acosta
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Juan D Ospina
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Auréline Fargeas
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Caroline Lafond
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France; Département de radiothérapie, Centre Eugène Marquis, Rennes, France
| | | | - Jean-L Lagrange
- Hôpital Henri Mondor, France; UPEC, Université Paris Est Créteil, France
| | | | - Antoine Simon
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Pascal Haigron
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France
| | - Renaud de Crevoisier
- INSERM 1099, Rennes, France; LTSI, Université de Rennes 1, Rennes, France; Département de radiothérapie, Centre Eugène Marquis, Rennes, France.
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25
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Schaake W, van der Schaaf A, van Dijk LV, Bongaerts AHH, van den Bergh ACM, Langendijk JA. Normal tissue complication probability (NTCP) models for late rectal bleeding, stool frequency and fecal incontinence after radiotherapy in prostate cancer patients. Radiother Oncol 2016; 119:381-7. [PMID: 27157889 DOI: 10.1016/j.radonc.2016.04.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 02/28/2016] [Accepted: 04/03/2016] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND PURPOSE Curative radiotherapy for prostate cancer may lead to anorectal side effects, including rectal bleeding, fecal incontinence, increased stool frequency and rectal pain. The main objective of this study was to develop multivariable NTCP models for these side effects. MATERIAL AND METHODS The study sample was composed of 262 patients with localized or locally advanced prostate cancer (stage T1-3). Anorectal toxicity was prospectively assessed using a standardized follow-up program. Different anatomical subregions within and around the anorectum were delineated. A LASSO logistic regression analysis was used to analyze dose volume effects on toxicity. RESULTS In the univariable analysis, rectal bleeding, increase in stool frequency and fecal incontinence were significantly associated with a large number of dosimetric parameters. The collinearity between these predictors was high (VIF>5). In the multivariable model, rectal bleeding was associated with the anorectum (V70) and anticoagulant use, fecal incontinence was associated with the external sphincter (V15) and the iliococcygeal muscle (V55). Finally, increase in stool frequency was associated with the iliococcygeal muscle (V45) and the levator ani (V40). No significant associations were found for rectal pain. CONCLUSIONS Different anorectal side effects are associated with different anatomical substructures within and around the anorectum. The dosimetric variables associated with these side effects can be used to optimize radiotherapy treatment planning aiming at prevention of specific side effects and to estimate the benefit of new radiation technologies.
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Affiliation(s)
- Wouter Schaake
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands; Research Group Healthy Ageing, Allied Health Care and Nursing, Hanze University of Applied Sciences, Groningen, The Netherlands.
| | - Arjen van der Schaaf
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Lisanne V van Dijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Alfons H H Bongaerts
- Department of Radiology, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Alfons C M van den Bergh
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Johannes A Langendijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands
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Landoni V, Fiorino C, Cozzarini C, Sanguineti G, Valdagni R, Rancati T. Predicting toxicity in radiotherapy for prostate cancer. Phys Med 2016; 32:521-32. [PMID: 27068274 DOI: 10.1016/j.ejmp.2016.03.003] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 02/15/2016] [Accepted: 03/02/2016] [Indexed: 02/08/2023] Open
Abstract
This comprehensive review addresses most organs at risk involved in planning optimization for prostate cancer. It can be considered an update of a previous educational review that was published in 2009 (Fiorino et al., 2009). The literature was reviewed based on PubMed and MEDLINE database searches (from January 2009 up to September 2015), including papers in press; for each section/subsection, key title words were used and possibly combined with other more general key-words (such as radiotherapy, dose-volume effects, NTCP, DVH, and predictive model). Publications generally dealing with toxicity without any association with dose-volume effects or correlations with clinical risk factors were disregarded, being outside the aim of the review. A focus was on external beam radiotherapy, including post-prostatectomy, with conventional fractionation or moderate hypofractionation (<4Gy/fraction); extreme hypofractionation is the topic of another paper in this special issue. Gastrointestinal and urinary toxicity are the most investigated endpoints, with quantitative data published in the last 5years suggesting both a dose-response relationship and the existence of a number of clinical/patient related risk factors acting as dose-response modifiers. Some results on erectile dysfunction, bowel toxicity and hematological toxicity are also presented.
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Affiliation(s)
- Valeria Landoni
- Medical Physics, Istituto Nazionale Tumori Regina Elena, Rome, Italy
| | - Claudio Fiorino
- Medical Physics, Raffaele Scientific Institute IRCCS, Milan, Italy
| | | | | | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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27
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Thor M, Olsson CE, Oh JH, Petersen SE, Alsadius D, Bentzen L, Pettersson N, Muren LP, Waldenström AC, Høyer M, Steineck G, Deasy JO. Relationships between dose to the gastro-intestinal tract and patient-reported symptom domains after radiotherapy for localized prostate cancer. Acta Oncol 2015; 54:1326-34. [PMID: 26340136 DOI: 10.3109/0284186x.2015.1063779] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Gastrointestinal (GI) morbidity after radiotherapy (RT) for prostate cancer is typically addressed by studying specific single symptoms. The aim of this study was to explore the interplay between domains of patient- reported outcomes (PROs) on GI morbidity, and to what extent these are explained by RT dose to the GI tract. MATERIAL AND METHODS The study included men from two Scandinavian studies (N = 211/277) who had undergone primary external beam radiotherapy (EBRT) for localized prostate cancer to 70-78 Gy (2 Gy/fraction). Factor analysis was applied to previously identified PRO-based symptom domains from two study-specific questionnaires. Number of questions: 43; median time to follow-up: 3.6-6.4 years) and dose-response outcome variables were defined from these domains. Dose/volume parameters of the anal sphincter (AS) or the rectum were tested as predictors for each outcome variable using logistic regression with 10-fold cross-validation. Performance was assessed using area under the receiver operating characteristic curve (Az) and model frequency. RESULTS Outcome variables from Defecation urgency (number of symptoms: 2-3), Fecal leakage (4-6), Mucous (4), and Pain (3-6) were defined. In both cohorts, intermediate rectal doses predicted Defecation urgency (mean Az: 0.53-0.54; Frequency: 70-75%), and near minimum and low AS doses predicted Fecal leakage (mean Az: 0.63-0.67; Frequency: 83-99%). In one cohort, high AS doses predicted Mucous (mean Az: 0.54; Frequency: 96%), whereas in the other, low AS doses and intermediate rectal doses predicted Pain (mean Az: 0.69; Frequency: 28-82%). CONCLUSION We have demonstrated that Defecation urgency, Fecal leakage, Mucous, and Pain following primary EBRT for localized prostate cancer primarily are predicted by intermediate rectal doses, low AS doses, high AS doses, or a combination of low AS and intermediate rectal doses, respectively. This suggests that there is a domain-specific dose-response for the GI tract. To reduce risk of GI morbidity, dose distributions of both the AS region and the rectum should, therefore, be considered when prescribing prostate cancer RT.
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Affiliation(s)
- Maria Thor
- a Department of Medical Physics , Memorial Sloan Kettering Cancer Center , New York , USA
| | - Caroline E Olsson
- b Division of Clinical Cancer Epidemiology, Department of Oncology , Institute of Clinical Sciences, the Sahlgrenska Academy at the University of Gothenburg , Sweden
| | - Jung Hun Oh
- a Department of Medical Physics , Memorial Sloan Kettering Cancer Center , New York , USA
| | - Stine E Petersen
- c Departments of Medical Physics and Oncology , Aarhus University Hospital , Aarhus , Denmark
| | - David Alsadius
- d Oncology, University of Gothenburg , Gothenburg , Sweden
| | - Lise Bentzen
- c Departments of Medical Physics and Oncology , Aarhus University Hospital , Aarhus , Denmark
| | - Niclas Pettersson
- e Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital , Gothenburg , Sweden
| | - Ludvig P Muren
- c Departments of Medical Physics and Oncology , Aarhus University Hospital , Aarhus , Denmark
| | - Ann-Charlotte Waldenström
- b Division of Clinical Cancer Epidemiology, Department of Oncology , Institute of Clinical Sciences, the Sahlgrenska Academy at the University of Gothenburg , Sweden
| | - Morten Høyer
- c Departments of Medical Physics and Oncology , Aarhus University Hospital , Aarhus , Denmark
| | - Gunnar Steineck
- b Division of Clinical Cancer Epidemiology, Department of Oncology , Institute of Clinical Sciences, the Sahlgrenska Academy at the University of Gothenburg , Sweden
| | - Joseph O Deasy
- a Department of Medical Physics , Memorial Sloan Kettering Cancer Center , New York , USA
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Radiation Techniques for Increasing Local Control in the Non-Surgical Management of Rectal Cancer. CURRENT COLORECTAL CANCER REPORTS 2015. [DOI: 10.1007/s11888-015-0284-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Yahya N, Ebert MA, Bulsara M, Haworth A, Kearvell R, Foo K, Kennedy A, Richardson S, Krawiec M, Joseph DJ, Denham JW. Impact of treatment planning and delivery factors on gastrointestinal toxicity: an analysis of data from the RADAR prostate radiotherapy trial. Radiat Oncol 2014; 9:282. [PMID: 25498565 PMCID: PMC4271488 DOI: 10.1186/s13014-014-0282-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 12/01/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To assess the impact of incremental modifications of treatment planning and delivery technique, as well as patient anatomical factors, on late gastrointestinal toxicity using data from the TROG 03.04 RADAR prostate radiotherapy trial. METHODS The RADAR trial accrued 813 external beam radiotherapy participants during 2003-2008 from 23 centres. Following review and archive to a query-able database, digital treatment plans and data describing treatment technique for 754 patients were available for analysis. Treatment demographics, together with anatomical features, were assessed using uni- and multivariate regression models against late gastrointestinal toxicity at 18-, 36- and 54-month follow-up. Regression analyses were reviewed in the context of dose-volume data for the rectum and anal canal. RESULTS A multivariate analysis at 36-month follow-up shows that patients planned using a more rigorous dose calculation algorithm (DCA) was associated with a lower risk of stool frequency (OR: 0.435, CI: 0.242-0.783, corrected p = 0.04). Patients using laxative as a method of bowel preparation had higher risk of having increased stool frequency compared to patients with no dietary intervention (OR: 3.639, CI: 1.502-8.818, corrected p = 0.04). Despite higher risks of toxicities, the anorectum, anal canal and rectum dose-volume histograms (DVH) indicate patients using laxative had unremarkably different planned dose distributions. Patients planned with a more rigorous DCA had lower median DVH values between EQD23 = 15 Gy and EQD23 = 35 Gy. Planning target volume (PTV), conformity index, rectal width and prescription dose were not significant when adjusted for false discovery rate. Number of beams, beam energy, treatment beam definition, positioning orientation, rectum-PTV separation, rectal length and mean cross sectional area did not affect the risk of toxicities. CONCLUSIONS The RADAR study dataset has allowed an assessment of technical modifications on gastrointestinal toxicity. A number of interesting associations were subsequently found and some factors, previously hypothesised to influence toxicity, did not demonstrate any significant impact. We recommend trial registries be encouraged to record technical modifications introduced during the trial in order for more powerful evidence to be gathered regarding the impact of the interventions.
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Affiliation(s)
- Noorazrul Yahya
- School of Physics, University of Western Australia, Crawley, Western Australia, Australia. .,School of Health Sciences, National University of Malaysia, Bangi, Malaysia.
| | - Martin A Ebert
- School of Physics, University of Western Australia, Crawley, Western Australia, Australia. .,Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.
| | - Max Bulsara
- Institute for Health Research, University of Notre Dame, Fremantle, Western Australia, Australia.
| | - Annette Haworth
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Victoria, Australia. .,Sir Peter MacCallum Department of Oncology, University of Melbourne, Victoria, Australia.
| | - Rachel Kearvell
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.
| | - Kerwyn Foo
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.
| | - Angel Kennedy
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.
| | - Sharon Richardson
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.
| | - Michele Krawiec
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.
| | - David J Joseph
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia. .,School of Surgery, University of Western Australia, Crawley, Western Australia, Australia.
| | - Jim W Denham
- School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
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