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Hooshangnejad H, Chen Q, Feng X, Zhang R, Ding K. deepPERFECT: Novel Deep Learning CT Synthesis Method for Expeditious Pancreatic Cancer Radiotherapy. Cancers (Basel) 2023; 15:3061. [PMID: 37297023 PMCID: PMC10252954 DOI: 10.3390/cancers15113061] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023] Open
Abstract
Major sources of delay in the standard of care RT workflow are the need for multiple appointments and separate image acquisition. In this work, we addressed the question of how we can expedite the workflow by synthesizing planning CT from diagnostic CT. This idea is based on the theory that diagnostic CT can be used for RT planning, but in practice, due to the differences in patient setup and acquisition techniques, separate planning CT is required. We developed a generative deep learning model, deepPERFECT, that is trained to capture these differences and generate deformation vector fields to transform diagnostic CT into preliminary planning CT. We performed detailed analysis both from an image quality and a dosimetric point of view, and showed that deepPERFECT enabled the preliminary RT planning to be used for preliminary and early plan dosimetric assessment and evaluation.
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Affiliation(s)
- Hamed Hooshangnejad
- Department of Biomedical Engineering, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA;
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
- Carnegie Center of Surgical Innovation, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
| | - Quan Chen
- City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA;
| | - Xue Feng
- Carina Medical LLC, Lexington, KY 40513, USA;
| | - Rui Zhang
- Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Kai Ding
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
- Carnegie Center of Surgical Innovation, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
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Wong S, Roderick S, Kejda A, Atyeo J, Grimberg K, Porter B, Booth J, Hruby G, Eade T. Diagnostic Computed Tomography Enabled Planning for Palliative Radiation Therapy: Removing the Need for a Planning Computed Tomography Scan. Pract Radiat Oncol 2020; 11:e146-e153. [PMID: 33186781 DOI: 10.1016/j.prro.2020.10.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 10/28/2020] [Accepted: 10/31/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE This study aimed to investigate the feasibility of using diagnostic computed tomography (dCT) for palliative radiation planning, removing the need for a planning computed tomography (pCT) scan. METHODS AND MATERIALS A sequential 2-stage study was performed. Stage 1 was a retrospective analysis of 150 patients' dCTs and pCTs to review potential barriers to radiation planning, as well as assess the field of view (FOV), patient positioning, couch curvature, and Hounsfield unit (HU) variation, and its dosimetric impact. Stage 2 was a clinical implementation of dCT planning into the clinical care path. Eligible patients were simulated per the standard department protocol in the dCT position. Treatment was planned on the dCT and replicated on the pCT as a backup and comparator. The dCT plan was delivered with cone beam computed tomography (CT) image guidance. After treatment, the delivered plan was recalculated on the modified dCT to compare planned with delivered planning target volume (PTV) dose. RESULTS Positron emission tomography-CT imaging was the most suited for diagnostic treatment planning. Metastases in the pelvis, abdomen, thoracic, and lumbar spines were the most reproducible. A curved, full-body vac-bag was designed to enable better replication of the posterior body curvature of dCT for treatment. There was minimal variation in mean HU from dCT to pCT scans. Dose difference due to HU variation in the thorax region due to the low-density tissue had the greatest variation. All patients in stage 2 (n = 30) were successfully treated using the dCT plan. Dosimetric evaluations were conducted comparing dCT and modified dCT plans, with the 95% dose coverage change in PTV between -2% to +2.5%. CONCLUSIONS For palliative patients with bony and soft-tissue metastases, clinically acceptable plans can be produced using dCT. Diagnostic position can be replicated at treatment, eliminating the need for pCT with implications for streamlining and improving care for patients who require palliative radiation therapy.
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Affiliation(s)
- Shelley Wong
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Stephanie Roderick
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Alannah Kejda
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - John Atyeo
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Kylie Grimberg
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Brian Porter
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Jeremy Booth
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia
| | - George Hruby
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia; Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Thomas Eade
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia; Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.
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Seneviratne S, Campbell I, Scott N, Kuper-Hommel M, Round G, Lawrenson R. Ethnic differences in timely adjuvant chemotherapy and radiation therapy for breast cancer in New Zealand: a cohort study. BMC Cancer 2014; 14:839. [PMID: 25406582 PMCID: PMC4242494 DOI: 10.1186/1471-2407-14-839] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Accepted: 11/04/2014] [Indexed: 01/07/2023] Open
Abstract
Background Indigenous and/or minority ethnic women are known to experience longer delays for treatment of breast cancer, which has been shown to contribute to ethnic inequities in breast cancer mortality. We examined factors associated with delay in adjuvant chemotherapy and radiotherapy for breast cancer, and its impact on the mortality inequity between Indigenous Māori and European women in New Zealand. Methods All women with newly diagnosed invasive non-metastatic breast cancer diagnosed during 1999–2012, who underwent adjuvant chemotherapy (n = 922) or radiation therapy (n = 996) as first adjuvant therapy after surgery were identified from the Waikato breast cancer register. Factors associated with delay in adjuvant chemotherapy (60-day threshold) and radiation therapy (90-day threshold) were analysed in univariate and multivariate models. Association between delay in adjuvant therapy and breast cancer mortality were explored in Cox regression models. Results Overall, 32.4% and 32.3% women experienced delays longer than thresholds for chemotherapy and radiotherapy, respectively. Higher proportions of Māori compared with NZ European women experienced delays longer than thresholds for adjuvant radiation therapy (39.8% vs. 30.6%, p = 0.045) and chemotherapy (37.3% vs. 30.5%, p = 0.103). Rural compared with urban residency, requiring a surgical re-excision and treatment in public compared with private hospitals were associated with significantly longer delays (p < 0.05) for adjuvant therapy in the multivariate model. Breast cancer mortality was significantly higher for women with a delay in initiating first adjuvant therapy (hazard ratio [HR] =1.45, 95% confidence interval [CI] 1.05-2.01). Mortality risks were higher for women with delays in chemotherapy (HR = 1.34, 95% CI 0.89-2.01) or radiation therapy (HR = 1.28, 95% CI 0.68-2.40), although these were statistically non-significant. Conclusions Indigenous Māori women appeared to experience longer delays for adjuvant breast cancer treatment, which may be contributing towards higher breast cancer mortality in Māori compared with NZ European women. Measures to reduce delay in adjuvant therapy may reduce ethnic inequities and improve breast cancer outcomes for all women with breast cancer in New Zealand.
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Affiliation(s)
- Sanjeewa Seneviratne
- Waikato Clinical School, University of Auckland, Breast Cancer Research Office, Waikato Hospital, PO Box 934, Hamilton 3240, New Zealand.
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Halkett GKB, Jiwa M, Meng X, Leong E. Referring advanced cancer patients for palliative treatment: a national structured vignette survey of Australian GPs. Fam Pract 2014; 31:60-70. [PMID: 24277383 DOI: 10.1093/fampra/cmt068] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Although (general practitioners) GPs have a role in managing patients with advanced cancer, little is known about their referral decisions. AIM The aim of this study was to explore, using structured vignettes, how GPs might manage patients presenting with advanced cancer. DESIGN A self-administered survey consisting of structured vignettes was administered to GPs in Australia. Fifty-six vignettes describing patients who may benefit from palliative care and/or treatment were constructed encompassing seven advanced cancer diagnoses (cerebral metastasis, lung metastases, renal cancer, bone metastases, ulcerating skin metastases, spinal metastases and stridor) and three clinical variables (age, prognosis and mobility). Seven vignettes were presented to each respondent. Respondents were asked if they would refer the patient and the benefits of different treatment modalities. Participant responses were compared with responses provided by an expert panel. Logistic regression and parametric tests were used to estimate odds of referral. SETTING/PARTICIPANTS The respondents were GPs, currently registered and practicing in Australia. Participants were selected randomly from a national list of practitioners. RESULTS Four hundred and seven questionnaires were received. There was wide variation (31%-97%) in the proportion of respondents who agreed with the expert panel. The odds of referral for radiotherapy varied the most. Significant predictive variables included patient age, mobility and prognosis and respondent demographics. CONCLUSION GPs' referral decisions for patients with advanced cancer appear to deviate from expert opinion and can be predicted using respondent and patient characteristics. If these data were reflected in clinical practice some patients may not be offered helpful palliative treatment options.
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Hickey BE, Francis DP, Lehman M. Sequencing of chemotherapy and radiotherapy for early breast cancer. THE COCHRANE DATABASE OF SYSTEMATIC REVIEWS 2013. [PMID: 23633328 DOI: 10.1002/14651858.cd005212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND After surgery for localised breast cancer, radiotherapy (RT) improves both local control and breast cancer-specific survival. In patients at risk of harbouring micro-metastatic disease, adjuvant chemotherapy (CT) improves 15-year survival. However, the best sequence of administering these two types of adjuvant therapy for early-stage breast cancer is unclear. OBJECTIVES To determine the effects of different sequencing of adjuvant CT and RT for women with early breast cancer. SEARCH METHODS An updated search was carried out in the Cochrane Breast Cancer Group's Specialised Register (20 May 2011), MEDLINE (14 December 2011), EMBASE (20 May 2011) and World Health Organization (WHO) International Clinical Trials Registry Platform (20 May 2011). Details of the search strategy and methods of coding for the Specialised Register are described in the Group's module in The Cochrane Library. We extracted studies that had been coded as 'early', 'chemotherapy' and 'radiotherapy'. SELECTION CRITERIA We included randomised controlled trials evaluating different sequencing of CT and RT. DATA COLLECTION AND ANALYSIS We assessed the eligibility and quality of the identified studies and extracted data from the published reports of the included trials. We derived odds ratios (OR) and hazard ratios (HR) from the available numerical data. Toxicity data were extracted, where reported. We used a fixed-effect model for meta-analysis and conducted analyses on the basis of the method of sequencing of the two treatments. MAIN RESULTS Three trials reporting two different sequencing comparisons were identified. There were no significant differences between the various methods of sequencing adjuvant therapy for local recurrence-free survival, overall survival, relapse-free survival and metastasis-free survival based on 1166 randomised women in three trials. Concurrent chemoradiation increased anaemia (OR 1.54; 95% confidence interval (CI) 1.10 to 2.15), telangiectasia (OR 3.85; 95% CI 1.37 to 10.87) and pigmentation (OR 15.96; 95% CI 2.06 to 123.68). Treated women did not report worse cosmesis with concurrent chemoradiation but physician-reported assessments did (OR 1.14; 95% CI 0.42 to 3.07). Other measures of toxicity did not differ between the two types of sequencing. On the basis of one trial (244 women), RT before CT was associated with an increased risk of neutropenic sepsis (OR 2.96; 95% CI 1.26 to 6.98) compared with CT before RT, but other measures of toxicity did not differ. AUTHORS' CONCLUSIONS The data included in this review, from three well-conducted randomised trials, suggest that different methods of sequencing CT and RT do not appear to have a major effect on recurrence or survival for women with breast cancer if RT is commenced within seven months after surgery.
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Affiliation(s)
- Brigid E Hickey
- Radiation Oncology Mater Service, Princess Alexandra Hospital, Brisbane, Australia.
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Abstract
BACKGROUND After surgery for localised breast cancer, radiotherapy (RT) improves both local control and breast cancer-specific survival. In patients at risk of harbouring micro-metastatic disease, adjuvant chemotherapy (CT) improves 15-year survival. However, the best sequence of administering these two types of adjuvant therapy for early-stage breast cancer is unclear. OBJECTIVES To determine the effects of different sequencing of adjuvant CT and RT for women with early breast cancer. SEARCH METHODS An updated search was carried out in the Cochrane Breast Cancer Group's Specialised Register (20 May 2011), MEDLINE (14 December 2011), EMBASE (20 May 2011) and World Health Organization (WHO) International Clinical Trials Registry Platform (20 May 2011). Details of the search strategy and methods of coding for the Specialised Register are described in the Group's module in The Cochrane Library. We extracted studies that had been coded as 'early', 'chemotherapy' and 'radiotherapy'. SELECTION CRITERIA We included randomised controlled trials evaluating different sequencing of CT and RT. DATA COLLECTION AND ANALYSIS We assessed the eligibility and quality of the identified studies and extracted data from the published reports of the included trials. We derived odds ratios (OR) and hazard ratios (HR) from the available numerical data. Toxicity data were extracted, where reported. We used a fixed-effect model for meta-analysis and conducted analyses on the basis of the method of sequencing of the two treatments. MAIN RESULTS Three trials reporting two different sequencing comparisons were identified. There were no significant differences between the various methods of sequencing adjuvant therapy for local recurrence-free survival, overall survival, relapse-free survival and metastasis-free survival based on 1166 randomised women in three trials. Concurrent chemoradiation increased anaemia (OR 1.54; 95% confidence interval (CI) 1.10 to 2.15), telangiectasia (OR 3.85; 95% CI 1.37 to 10.87) and pigmentation (OR 15.96; 95% CI 2.06 to 123.68). Treated women did not report worse cosmesis with concurrent chemoradiation but physician-reported assessments did (OR 1.14; 95% CI 0.42 to 3.07). Other measures of toxicity did not differ between the two types of sequencing. On the basis of one trial (244 women), RT before CT was associated with an increased risk of neutropenic sepsis (OR 2.96; 95% CI 1.26 to 6.98) compared with CT before RT, but other measures of toxicity did not differ. AUTHORS' CONCLUSIONS The data included in this review, from three well-conducted randomised trials, suggest that different methods of sequencing CT and RT do not appear to have a major effect on recurrence or survival for women with breast cancer if RT is commenced within seven months after surgery.
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Affiliation(s)
- Brigid E Hickey
- Radiation Oncology Mater Service, Princess Alexandra Hospital, Brisbane, Australia.
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Scoccianti S, Agresti B, Simontacchi G, Detti B, Cipressi S, Iannalfi A, Marrazzo L, Mangoni M, Paiar F, Livi L, Biti G. From a Waiting List to a Priority List: A Computerized Model for an Easy-to-Manage and Automatically Updated Priority List in the Booking of Patients Waiting for Radiotherapy. TUMORI JOURNAL 2012; 98:728-35. [DOI: 10.1177/030089161209800609] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Aims and background Waiting time for radiotherapy is a major problem in clinical practice. We developed a model to create a priority list of patients waiting for radiotherapy according to clinical criteria, where booking of patients is not on a “first-come, first-served” basis and where prioritization has not been left up to individual discretion. Methods The system is based on an algorithm that assigns to each patient a personal code (priority code, PC) that can be used as a continuous variable to have a priority list. PCpatient = D0patient + PWTsubgroup of treatment. Palliative treatments were categorized according to the clinical urgency. Radical treatments were stratified by primary tumors, by the setting of treatment (preoperative, curative, postoperative) and by the main prognostic factors. Each subgroup of patients has a “priority waiting time” (PWT subgroup of treatment). Calculation of the PC starts from a differentiated date according to clinical scenario [Reference date (D0)], which is taken from the clinical history of the patient. Results Patients are differentiated according to clinical criteria and according to time elapsed from diagnosis. The priority list can be automatically updated day by day. Delays in patient referral or imaging availability are minimized. Conclusions The model represents a tool for an objective and automatic prioritization of the patients who are waiting for radiotherapy.
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Affiliation(s)
- Silvia Scoccianti
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Benedetta Agresti
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Gabriele Simontacchi
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Beatrice Detti
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Samantha Cipressi
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Alberto Iannalfi
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Livia Marrazzo
- Medical Physics, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Monica Mangoni
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Fabiola Paiar
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Lorenzo Livi
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
| | - Giampaolo Biti
- Radiation Oncology Unit, Azienda Ospedaliera Universitaria Careggi, Florence, Italy
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Halkett GKB, Jiwa M, O'Shea C, Smith M, Leong E, Jackson M, Meng X, Spry N. Management of cases that might benefit from radiotherapy: a standardised patient study in primary care. Eur J Cancer Care (Engl) 2011; 21:259-65. [PMID: 22146103 DOI: 10.1111/j.1365-2354.2011.01314.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- G K B Halkett
- WA Centre for Cancer and Palliative Care/Curtin Health Innovation Research Institute, Curtin University, Perth, Western Australia.
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Fogarty GB, Ng D, Liu G, Haydu LE, Bhandari N. Volumetric modulated arc therapy is superior to conventional intensity modulated radiotherapy--a comparison among prostate cancer patients treated in an Australian centre. Radiat Oncol 2011; 6:108. [PMID: 21892944 PMCID: PMC3179721 DOI: 10.1186/1748-717x-6-108] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2011] [Accepted: 09/05/2011] [Indexed: 02/08/2023] Open
Abstract
Background Radiotherapy technology is expanding rapidly. Volumetric Modulated Arc Therapy (VMAT) technologies such as RapidArc® (RA) may be a more efficient way of delivering intensity-modulated radiotherapy-like (IM) treatments. This study is an audit of the RA experience in an Australian department with a planning and economic comparison to IM. Methods 30 consecutive prostate cancer patients treated radically with RA were analyzed. Eight RA patients treated definitively were then completely re-planned with 3D conformal radiotherapy (3D); and a conventional sliding window IM technique; and a new RA plan. The acceptable plans and their treatment times were compared and analyzed for any significant difference. Differences in staff costs of treatment were computed and analyzed. Results Thirty patients had been treated to date with eight being treated definitely to at least 74 Gy, nine post high dose brachytherapy (HDR) to 50.4Gy and 13 post prostatectomy to at least 64Gy. All radiotherapy courses were completed with no breaks. Acute rectal toxicity by the RTOG criteria was acceptable with 22 having no toxicity, seven with grade 1 and one had grade 2. Of the eight re-planned patients, none of the 3D (three-dimensional conformal radiotherapy) plans were acceptable based on local guidelines for dose to organs at risk. There was no statistically significant difference in planning times between IM and RA (p = 0.792). IM had significantly greater MUs per fraction (1813.9 vs 590.2 p < 0.001), total beam time per course (5.2 vs 3.1 hours, p = 0.001) and average treatment staff cost per patient radiotherapy course ($AUD489.91 vs $AUD315.66, p = 0.001). The mean saving in treatment staff cost for RA treatment was $AUD174.25 per patient. Conclusions 3D was incapable of covering a modern radiotherapy volume for the radical treatment of prostate cancer. These volumes can be treated via conventional IM and RA. RA was significantly more efficient, safe and cost effective than IM. VMAT technologies are a superior way of delivering IM-like treatments.
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Affiliation(s)
- Gerald B Fogarty
- Radiation Oncology Department, Mater Hospital, Crows Nest, NSW, Australia.
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Barton M, Hudson H, Delaney G, Gruver P, Liu Z. Patterns of Retreatment by Radiotherapy. Clin Oncol (R Coll Radiol) 2011; 23:10-8. [DOI: 10.1016/j.clon.2010.09.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2010] [Revised: 09/09/2010] [Accepted: 09/13/2010] [Indexed: 11/16/2022]
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Morgan GW, Barton M, Atkinson C, Millar J, Kumar Gogna N, Yeoh E. 'GAP' in radiotherapy services in Australia and New Zealand in 2009. J Med Imaging Radiat Oncol 2010; 54:287-97. [PMID: 20598017 DOI: 10.1111/j.1754-9485.2010.02172.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AIM In this study we estimated (a) the number of linear accelerators required in Australia and New Zealand to achieve a 52.3% treatment rate; (b) the 'GAP' between the actual and required number of linear accelerators; c) the number of persons not treated (PNT), premature deaths (PD) and years of life lost (YLL) as a result of the 'GAP'; and (d) to review the actions being taken by health jurisdictions in Australia and in New Zealand to address the 'GAP' and reach the 52.3% treatment rate. MATERIAL AND METHODS The actual number of fully staffed and operating linear accelerators (A) in Australian and New Zealand was obtained from a survey of radiotherapy facilities in December 2009. The required number of linear accelerators (R) was calculated from the projected cancer incidence figures for 2009 and was based on 1.6 linear accelerators being required per 1000 new cancer patients. The 'GAP' in Radiotherapy services (G) was R minus A. The maximum treatment capacity (MTC) was the ratio of A over R multiplied by 52.3%, assuming that all linear accelerators were operating at 100% capacity. As each linear accelerator can treat 331 new patients each year, the number of new cancer PNT is G x 331. The estimated 5-year survival benefit from radiotherapy is 16%, and the average survival for all patients receiving radiotherapy (radical and palliative) is 0.76 year. Hence, the number of PD attributed to the 'GAP' is PNT x 16%, and the YLL to cancer is PNT x 0.76. A literature search and local knowledge of health department Radiotherapy Plans in all jurisdictions were used to determine the action being taken to achieve a 52.3% treatment rate. RESULTS In 2009, the 'GAP' was 50 linear accelerators in Australia and the MTC was 38%, the same as it was in 1999, but there has been an increase in PNT each year from 7419 in 1999 to 16,550 in 2009, and PD each year increased from 1187 in 1999 to 2649 in 2009, and YLL each year increased from 5638 in 1999 to 12,585 in 2009. In New Zealand in 2009, the 'GAP' was nine linear accelerators and the MTC was 38%. An estimated 3310 persons did not receive radiotherapy in 2009 in New Zealand, and as a result, there were 523 PD and 2266 YLL. The review showed that new and replacement machines were being installed in all jurisdictions in Australia and in New Zealand. Only Victoria and Queensland have a Radiotherapy Plan beyond 2010, but both have underestimated the projected cancer incidence. CONCLUSION Urgent action is needed by health departments and governments on both sides of the Tasman to improve access and equity to this essential cancer treatment. There is merit in the Baume Report recommendation of establishing a national body to oversee radiotherapy services in all jurisdictions in Australia. A similar central body should also be considered for New Zealand.
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Affiliation(s)
- G W Morgan
- Northern Sydney Cancer Centre, Department of Radiation Oncology, Royal North Shore Hospital, Sydney, NSW, Australia.
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12
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Dwyer P, Hickey B, Burmeister E, Burmeister B. Hypofractionated Whole-Breast Radiotherapy: Impact on Departmental Waiting Times and Cost. J Med Imaging Radiat Oncol 2010; 54:229-34. [DOI: 10.1111/j.1754-9485.2010.02163.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Holt TR, Yau VKY. Innovative program for palliative radiotherapy in Australia. J Med Imaging Radiat Oncol 2010; 54:76-81. [DOI: 10.1111/j.1754-9485.2010.02141.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Fogarty GB, Muddle R, Sprung CN, Chen W, Duffy D, Sturm RA, McKay MJ. Unexpectedly severe acute radiotherapy side effects are associated with single nucleotide polymorphisms of the melanocortin-1 receptor. Int J Radiat Oncol Biol Phys 2009; 77:1486-92. [PMID: 19932942 DOI: 10.1016/j.ijrobp.2009.07.1690] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2009] [Revised: 06/22/2009] [Accepted: 07/01/2009] [Indexed: 11/30/2022]
Abstract
PURPOSE The melanocortin-1 receptor (MC1R) regulates melanin biogenesis. Deoxyribonucleic acid sequence variants in the form of single nucleotide polymorphisms (SNPs) of MC1R affect melanin expression and are linked to skin phenotype. We aimed to determine whether SNPs of MC1R were associated with unexpectedly severe ionizing radiation reactions. METHODS AND MATERIALS The MC1R genotype of a cohort of Australians with unexpectedly severe acute and/or late reactions (Common Terminology Criteria Version 3 (CTCv3) Grade 3 or 4) to radiotherapy (RT) for cancer (n = 30) was analyzed. The findings were compared with control data from our previous study of MC1R representative of the general Australian population (n = 1,787). RESULTS The difference in frequency of alleles encoding a "red hair color" phenotype in the cohort of patients with unexpectedly severe acute radiation reactions (n = 12) was significantly increased compared with the control population (p = 0.003). Acute radiosensitivity was especially associated with the R160W variant allele (odds ratio, 3.64 [95% confidence interval, 1.3-10.27]). The corresponding comparison of MC1R controls with unexpectedly severe late radiation reactions (n = 18) was not significant. It was also found that R160W as a part of the genotype in the patients with unexpectedly severe acute RT side effects as compared with the control group was also significant (p = 0.043). CONCLUSIONS In this small cohort of cancer patients, deoxyribonucleic acid sequence variants of the MC1R gene, especially the R160W variant, have been associated with unexpectedly severe acute reactions to RT. This result needs to be verified in a larger cohort of patients.
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Affiliation(s)
- Gerald B Fogarty
- Division of Radiation Oncology and Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
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Burmeister BH, Zarate DD, Burmeister EA, Harden HE, Colquist SP, Cossio DL, Poulsen MG, Collins M, Pratt GR, Walpole ET. Lung cancer patients in Queensland suffer delays in receiving radiation therapy--but not as a result of distance. Intern Med J 2009; 40:126-32. [PMID: 19220556 DOI: 10.1111/j.1445-5994.2009.01912.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
AIM To determine whether lung cancer radiation therapy waiting times in Queensland public hospitals are associated with distance of residence from the nearest treatment facility. METHODS Retrospective analysis of radiation therapy waiting times of 1535 Queensland residents who were diagnosed with lung cancer from 2000 to 2004 and received radiation therapy as initial treatment at a public hospital. The effect of distance of residence from treatment centre on median waiting time was analysed by quantile regression controlling for sex, age, lung cancer histology, stage and therapeutic intent. RESULTS The median waiting time from diagnosis to start of radiation therapy was 33 days for all patients. There was no significant difference (P = 0.141) in median waiting times in relation to distance of residence from a treatment centre. However, in most patients, waiting times were significantly longer than recommended by the Royal Australian and New Zealand College of Radiologists. Curative patients waited longer than palliative patients, while patients with earlier stage cancer waited longer than those with more advanced disease. CONCLUSION Waiting times for radiation therapy among lung cancer patients in Queensland was not associated with distance from place of residence to the nearest public treatment facility. However, delays overall are excessive and are likely to worsen unless radiation treatment capabilities are enhanced to keep pace with population growth in Queensland.
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Affiliation(s)
- B H Burmeister
- Princess Alexandra Hospital, Woolloongabba, Queensland, Australia.
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16
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Evaluation of patient preferences towards treatment during extended hours for patients receiving radiation therapy for the treatment of cancer: A time trade-off study. Radiother Oncol 2009; 90:247-52. [DOI: 10.1016/j.radonc.2008.11.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2007] [Revised: 11/05/2008] [Accepted: 11/16/2008] [Indexed: 11/22/2022]
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Frontiers of cancer care in Asia-Pacific region: cancer care in Australia. Biomed Imaging Interv J 2008; 4:e30. [PMID: 21611000 PMCID: PMC3097737 DOI: 10.2349/biij.4.3.e30] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2008] [Accepted: 05/31/2008] [Indexed: 11/17/2022] Open
Abstract
Cancer has a significant impact on the Australian community. One in three men and one in four women will develop cancer by the age of 75. The estimated annual health expenditure due to cancer in 2000-1 in Australia was $2.7 billion, representing 5.5% of the country’s total healthcare expenditure. An historical overview of the national cancer control strategies in Australia is provided. In males, the five most common cancers in order of decreasing incidence are: prostate cancer, colorectal cancer, lung cancer, melanoma and lymphoma, while for Australian women, breast cancer is the most common cancer. Key epidemiologic information about these common cancers, current management issues and comprehensive national clinical practice guidelines (where available) are highlighted. Aspects of skin cancer, a particularly common cancer in the Australian environment – with a focus on melanoma – are also included. Cancer outcomes in Australia, measured by selected outcomes, are among the best in the world. However, there is still evidence of health inequalities, especially among patients residing in regional and remote areas, the indigenous population and people from lower socio-economic classes. Limitations of current cancer care practices in Australia, including provision of oncology services, resources and other access issues, as well as suggested improvements for future cancer care, are summarised. Ongoing implementation of national and state cancer control plans and evaluation of their effectiveness will be needed to pursue the goal of optimal cancer care in Australia.
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Christie DRH, Gabriel GS, Dear K. Adverse effects of a multicentre system for ethics approval on the progress of a prospective multicentre trial of cancer treatment: how many patients die waiting? Intern Med J 2007; 37:680-6. [PMID: 17894765 DOI: 10.1111/j.1445-5994.2007.01451.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
BACKGROUND As cancer survival is improving approximately by 1-2% per year, delays in the clinical trials that lead to that improvement could cost lives. AIMS To review the process of ethics committee approval for a multicentre clinical trial of cancer treatment and to estimate the delay it will cause in obtaining the results and the effects of such delays on survival for all cancers in Australia. METHODS A survey was sent to each of the 15 centres participating in the study to obtain details about submissions they had made to their ethics committees and the replies received from them. RESULTS The survey response rate was 100%. The average time required to complete an ethics submission was 12 h, and the average length of time for a final reply was 70 days. Wide variation was noted in the replies, 40% were considered constructive. Most centres said the effort in ethics submissions is sufficient to limit participation in other clinical trials that are available. CONCLUSION The multicentre system of ethics approval has significantly delayed this multicentre trial and may delay advances in cancer care. Extrapolating this delay to determine an influence on improvements in cancer survival suggests that it may be responsible for 60 cancer deaths per year. A method for measuring the effect on the shape of the accrual curve is defined, and the term DIABOLECAL (Delays in Accrual Brought On Largely by Ethics Committee Activity Lag-time) is proposed to describe it. Attempts to overcome this problem have been introduced overseas.
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Affiliation(s)
- D R H Christie
- East Coast Cancer Centre, Gold Coast, Queensland, Australia.
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19
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Hickey BE, Francis D, Lehman MH. Sequencing of chemotherapy and radiation therapy for early breast cancer. Cochrane Database Syst Rev 2006:CD005212. [PMID: 17054248 DOI: 10.1002/14651858.cd005212.pub2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND After surgery for localised breast cancer, adjuvant radiotherapy improves both local control and breast cancer specific survival. In patients at risk of harbouring micro-metastatic disease, adjuvant chemotherapy improves 15-year survival. However, the best sequence of administering these two types of adjuvant therapy for early stage breast cancer is not clear. OBJECTIVES To determine the effects of different sequencing of chemotherapy and radiotherapy for women with early breast cancer. SEARCH STRATEGY We searched the Cochrane Breast Cancer Group Specialized Register (10 March 2005). Details of the search strategy and methods of coding are described in the Group's module in The Cochrane Library. We extracted studies that had been coded as 'early', 'chemotherapy' and 'radiotherapy'. SELECTION CRITERIA Randomised controlled trials evaluating different sequencing of chemotherapy and radiotherapy were included. DATA COLLECTION AND ANALYSIS We assessed the eligibility and quality of the identified studies and extracted data from the published reports of the included studies. We derived odds ratios (OR) and risk ratios from the available numerical data. Hazard ratios were extracted directly from text. Toxicity data were extracted, where reported. We used a fixed-effect model for meta-analysis and conducted analyses on the basis of the method of sequencing of the two treatments. MAIN RESULTS Three trials reporting two different sequencing comparisons were identified. There were no significant differences between the various methods of sequencing adjuvant therapy for survival, distant metastases or local recurrence, based on 853 randomised patients in two trials. One of these two trials (647 women) provided data on toxicity. Haematological toxicity (OR 1.43, confidence interval (CI) 1.01 to 2.03) and oesophageal toxicity (OR 1.44, CI 1.03 to 2.02) were significantly increased with concurrent therapy, and nausea and vomiting were significantly decreased (OR 0.70, CI 0.50 to 0.98). Other measures of toxicity did not differ between the two types of sequencing. On the basis of one trial (244 women), radiotherapy before chemotherapy was associated with a significantly increased risk of neutropenic sepsis (OR 2.96, 95% CI 1.26 to 6.98) compared with chemotherapy before radiotherapy, but other measures of toxicity were not significantly different. AUTHORS' CONCLUSIONS The data included in this review, from three well conducted randomised trials, suggest that different methods of sequencing chemotherapy and radiotherapy do not appear to have a major effect on survival or recurrence for women with breast cancer if radiation therapy is commenced within 7 months after surgery.
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Affiliation(s)
- B E Hickey
- Queensland Radium Institute Mater Centre, Southern Zone Oncology Service, Raymond Terrace, Brisbane, QLD, Australia.
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Fogarty GB, Burt J, Ainslie J. Delay of post operative radiotherapy in high risk skin cancer can be associated with recurrence. J Plast Reconstr Aesthet Surg 2006; 59:203-5. [PMID: 16703869 DOI: 10.1016/j.bjps.2005.08.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Duchesne G. Prioritization of radiotherapy in Australia and New Zealand: where are we now? AUSTRALASIAN RADIOLOGY 2005; 49:443-4. [PMID: 16351607 DOI: 10.1111/j.1440-1673.2005.01513.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Lim KSH, Vinod SK, Bull C, O'Brien P, Kenny L. Prioritization of radiotherapy in Australia and New Zealand. ACTA ACUST UNITED AC 2005; 49:485-8. [PMID: 16351613 DOI: 10.1111/j.1440-1673.2005.01391.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The purpose of this study was to document how radiation oncology departments in Australia and New Zealand manage extended waiting lists by prioritizing patients for radiotherapy and how these centres define the "waiting time". A literature search on strategies for management of waiting lists in radiotherapy, both locally and internationally, was performed. A collaborative survey of all the radiotherapy departments in Australia and New Zealand was then undertaken. Of the 32 centres surveyed around Australia and New Zealand, 25 (77%) responded. There was considerable variation in the definitions used for "waiting times". Eleven of the 25 centres had formally documented protocols. New Zealand has a national policy for prioritization of patients for radiotherapy. Six centres had verbal protocols. Four centres had no significant waiting times and did not require a protocol for prioritization. One centre prioritized according to clinician discretion, two centres used a first-come, first-served basis. One centre replied but their protocol was missing. The variation in the definition of waiting time reduces its usefulness as an indirect measure of resources and as a method of comparing centres. There is also wide variation in the management of waiting lists, particularly in the prioritization schedules used by different centres. The major factor contributing to waiting lists at present is a shortage of radiation oncology staff, particularly radiation therapists. The implementation of standardized protocols for prioritizing patients may be useful in helping to manage scarce resources not withstanding the need to increase the resource base. However, the existence of such protocols should not give legitimacy to undue delays in commencing radiation treatment.
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Affiliation(s)
- K S H Lim
- Department of Radiation Oncology, Cancer Therapy Centre, Liverpool Health Service, Liverpool BC, New South Wales 1871, Australia
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Berry M, MacLeod C, Borg M, Foroudi F, Lehman M, Macann A, Pacey F. Utility of the workforce and equipment survey. AUSTRALASIAN RADIOLOGY 2005; 49:201-2. [PMID: 15932461 DOI: 10.1111/j.1440-1673.2005.01434.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
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