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Jethwa KR, Kim E, Berlin J, Anker CJ, Tchelebi L, Abood G, Hallemeier CL, Jabbour S, Kennedy T, Kumar R, Lee P, Sharma N, Small W, Williams V, Russo S. Executive Summary of the American Radium Society Appropriate Use Criteria for Neoadjuvant Therapy for Nonmetastatic Pancreatic Adenocarcinoma: Systematic Review and Guidelines. Am J Clin Oncol 2024; 47:185-199. [PMID: 38131628 DOI: 10.1097/coc.0000000000001076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
For patients with locoregionally confined pancreatic ductal adenocarcinoma (PDAC), margin-negative surgical resection is the only known curative treatment; however, the majority of patients are not operable candidates at initial diagnosis. Among patients with resectable disease who undergo surgery alone, the 5-year survival remains poor. Adjuvant therapies, including systemic therapy or chemoradiation, are utilized as they improve locoregional control and overall survival. There has been increasing interest in the use of neoadjuvant therapy to obtain early control of occult metastatic disease, allow local tumor response to facilitate margin-negative resection, and provide a test of time and biology to assist with the selection of candidates most likely to benefit from radical surgical resection. However, limited guidance exists regarding the relative effectiveness of treatment options. In this systematic review, the American Radium Society multidisciplinary gastrointestinal expert panel convened to develop Appropriate Use Criteria evaluating the evidence regarding neoadjuvant treatment for patients with PDAC, including surgery, systemic therapy, and radiotherapy, in terms of oncologic outcomes and quality of life. The evidence was assessed using the Population, Intervention, Comparator, Outcome, and Study (PICOS) design framework and "Preferred Reporting Items for Systematic Reviews and Meta-analyses" 2020 methodology. Eligible studies included phases 2 to 3 trials, meta-analyses, and retrospective analyses published between January 1, 2012 and December 30, 2022 in the Ovid Medline database. A summary of recommendations based on the available literature is outlined to guide practitioners in the management of patients with PDAC.
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Affiliation(s)
- Krishan R Jethwa
- Department of Radiation Oncology, Mayo Clinic College of Medicine, Rochester, MN
| | - Ed Kim
- Department of Radiation Oncology, University of Washington, Seattle, WA
| | - Jordan Berlin
- Department of Medicine, Division of Hematology-Oncology, Vanderbilt-Ingram Cancer Center, Nashville, TN
| | - Christopher J Anker
- Department of Radiation Oncology, University of Vermont Larner College of Medicine, Burlington, VT
| | - Leila Tchelebi
- Department of Radiation Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead
| | | | | | | | - Timothy Kennedy
- Department of Surgery, Rutgers Cancer Institute, New Brunswick, NJ
| | - Rachit Kumar
- Department of Radiation Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Sibley Memorial Hospital, Washington DC
| | - Percy Lee
- Department of Radiation Oncology, City of Hope National Medical Center, Los Angeles, CA
| | - Navesh Sharma
- Department of Radiation Oncology, WellSpan Cancer Center, York, PA
| | - William Small
- Department of Radiation Oncology, Loyola University Stritch School of Medicine, Maywood, IL
| | - Vonetta Williams
- Department of Radiation Oncology, Memorial Sloan Kettering, New York, NY
| | - Suzanne Russo
- Department of Radiation Oncology, University Hospitals Cleveland, Case Western Reserve University School of Medicine, Cleveland, OH
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2
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Lautenschlaeger S, Dumke C, Exeli L, Hauswald H, Engenhart-Cabillic R, Eberle F. Treatment of primary or recurrent non-resectable pancreatic cancer with proton beam irradiation combined with gemcitabine-based chemotherapy. Strahlenther Onkol 2023; 199:982-991. [PMID: 37428207 DOI: 10.1007/s00066-023-02106-5] [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: 02/02/2023] [Accepted: 06/04/2023] [Indexed: 07/11/2023]
Abstract
BACKGROUND Pancreatic cancer accounts for around 4.6% of cancers deaths worldwide per year. Despite many advances in treatment regimes, the prognosis is still poor. Only 20% of tumors are primarily resectable. Recurrences-both with distant metastasis as well as locoregional-are frequent. For patients with primary nonresectable localized disease or localized recurrences, we offered chemoradiation to achieve local control over a long period of time. We here report our results on combined chemoradiation of pancreatic tumors and local recurrences using proton beam therapy. MATERIALS AND METHODS We report on 25 patients with localized nonresectable pancreatic cancer (15 patients) or local recurrent disease (10 patients). All patients were treated with combined proton radiochemotherapy. Overall survival, progression-free survival, local control, and treatment-related toxicity were analyzed using statistically methods. RESULTS Median RT dose was 54.0 Gy (RBE) for proton irradiation. The toxicity of treatment was acceptable. Four CTCAE grade III and IV adverse events (bone marrow disfunction, gastrointestinal [GI] disorders, stent dislocation, myocardial infarction) were recorded during or directly after the end of radiotherapy; two of them were related to combined chemoradiation (bone marrow disfunction, GI disorders). Six weeks after radiotherapy, one additional grade IV toxicity was reported (ileus, caused by peritoneal carcinomatosis, not treatment related). The median progression-free survival was 5.9 months and median overall survival was 11.0 months. The pretherapy CA19‑9 level was a statistically significant prognostic factor for enhanced overall survival. Local control at 6 months and 12 months were determined to be 86% and 80%, respectively. CONCLUSION Combined proton chemoradiation leads to high local control rates. Unfortunately, PFS and OS are driven by distant metastasis and were not improved compared to historical data and reports. With this in mind, enhanced chemotherapeutical regimes, in combination with local irradiation, should be evaluated.
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Affiliation(s)
- S Lautenschlaeger
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany.
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany.
| | - C Dumke
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany
| | - L Exeli
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany
| | - H Hauswald
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany
- RNS Gemeinschaftspraxis, St. Josefs-Hospital, Wiesbaden, Germany
- Klinik für Radio-Onkologie, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - R Engenhart-Cabillic
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany
| | - F Eberle
- Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Marburg, Marburg, Germany
- Marburg Ion-Beam Therapy Center (MIT), Marburg, Germany
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3
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Eckstein J, Choi JI, Lozano A, Ohri N, Press R, Hasan S, Kabarriti R, Chang J, Urbanic J, Durci M, Mohammed N, Stevens C, Tsai H, Apisarnthanarax S, Regine W, Vargas C, Nichols R, Herman J, Simone CB, Chhabra A. Proton Therapy for Unresectable and Medically Inoperable Locally Advanced Pancreatic Cancer: Results From a Multi-Institutional Prospective Registry. Adv Radiat Oncol 2023; 8:101250. [PMID: 37408677 PMCID: PMC10318270 DOI: 10.1016/j.adro.2023.101250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 04/11/2023] [Indexed: 07/07/2023] Open
Abstract
Purpose Compared with photon-based techniques, proton beam radiation therapy (PBT) may improve the therapeutic ratio of radiation therapy (RT) for locally advanced pancreatic cancer (LAPC), but available data have been limited to single-institutional experiences. This study examined the toxicity, survival, and disease control rates among patients enrolled in a multi-institutional prospective registry study and treated with PBT for LAPC. Methods and Materials Between March 2013 and November 2019, 19 patients with inoperable disease across 7 institutions underwent PBT with definitive intent for LAPC. Patients received a median radiation dose/fractionation of 54 Gy/30 fractions (range, 50.4-60.0 Gy/19-33 fractions). Most received prior (68.4%) or concurrent (78.9%) chemotherapy. Patients were assessed prospectively for toxicities using National Cancer Institute Common Terminology Criteria for Adverse Events, version 4.0. Kaplan-Meier analysis was used to analyze overall survival, locoregional recurrence-free survival, time to locoregional recurrence, distant metastasis-free survival, and time to new progression or metastasis for the adenocarcinoma cohort (17 patients). Results No patients experienced grade ≥3 acute or chronic treatment-related adverse events. Grade 1 and 2 adverse events occurred in 78.7% and 21.3% of patients, respectively. Median overall survival, locoregional recurrence-free survival, distant metastasis-free survival, and time to new progression or metastasis were 14.6, 11.0, 11.0, and 13.9 months, respectively. Freedom from locoregional recurrence at 2 years was 81.7%. All patients completed treatment with one requiring a RT break for stent placement. Conclusions Proton beam RT for LAPC offered excellent tolerability while still maintaining disease control and survival rates comparable with dose-escalated photon-based RT. These findings are consistent with the known physical and dosimetric advantages offered by proton therapy, but the conclusions are limited owing to the patient sample size. Further clinical studies incorporating dose-escalated PBT are warranted to evaluate whether these dosimetric advantages translate into clinically meaningful benefits.
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Affiliation(s)
- Jacob Eckstein
- Northwell Health, Department of Radiation Medicine, New Hyde Park, New York
| | | | | | - Nitin Ohri
- Montefiore Einstein Cancer Center, Department of Radiation Oncology, Bronx, New York
| | | | | | - Rafi Kabarriti
- Montefiore Einstein Cancer Center, Department of Radiation Oncology, Bronx, New York
| | - John Chang
- Oklahoma Proton Center, Oklahoma City, Oklahoma
| | - James Urbanic
- University of California, Department of Radiation Medicine and Applied Sciences, San Diego, California
| | - Michael Durci
- Willis Knighton Cancer Center, Shreveport, Louisiana
| | | | - Craig Stevens
- Oakland University William Beaumont School of Medicine, Department of Radiation Oncology, Royal Oak, Michigan
| | - Henry Tsai
- Princeton Radiation Oncology, Somerset, New Jersey
| | - Smith Apisarnthanarax
- University of Washington Medicine, Department of Radiation Oncology, Seattle, Washington
| | - William Regine
- University of Maryland School of Medicine, Department of Radiation Oncology, Baltimore, Maryland
| | - Carlos Vargas
- Mayo Clinic, Department of Radiation Oncology, Rochester, Minnesota
| | - Romaine Nichols
- University of Florida Protons, Department of Radiation Oncology, Gainesville, Florida
| | - Joseph Herman
- Northwell Health, Department of Radiation Medicine, New Hyde Park, New York
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Schneider S, Stefanowicz S, Jentsch C, Lohaus F, Thiele J, Haak D, Valentini C, Platzek I, G. C. Troost E, Hoffmann AL. Reduction of intrafraction pancreas motion using an abdominal corset compatible with proton therapy and MRI. Clin Transl Radiat Oncol 2022; 38:111-116. [DOI: 10.1016/j.ctro.2022.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 11/07/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022] Open
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Kobeissi JM, Simone CB, Lin H, Hilal L, Hajj C. Proton Therapy in the Management of Pancreatic Cancer. Cancers (Basel) 2022; 14:cancers14112789. [PMID: 35681769 PMCID: PMC9179382 DOI: 10.3390/cancers14112789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 06/01/2022] [Accepted: 06/01/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Radiation treatment plays a pivotal a role in the management of pancreatic cancer, mainly in the neoadjuvant setting for borderline resectable tumors and in the definitive setting for unresectable localized disease. Most of the studies on pancreatic cancer use photon-based radiation therapy modalities. However, there is a growing interest in the application of protons therapy for gastrointestinal cancers. This review summarizes the literature on the use of proton therapy in the management of pancreatic cancer. Abstract Radiation therapy plays a central role in the treatment of pancreatic cancer. While generally shown to be feasible, proton irradiation, particularly when an ablative dose is planned, remains a challenge, especially due to tumor motion and the proximity to organs at risk, like the stomach, duodenum, and bowel. Clinically, standard doses of proton radiation treatment have not been shown to be statistically different from photon radiation treatment in terms of oncologic outcomes and toxicity rates as per non-randomized comparative studies. Fractionation schedules and concurrent chemotherapy combinations are yet to be optimized for proton therapy and are the subject of ongoing trials.
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Affiliation(s)
- Jana M. Kobeissi
- Department of Radiation Oncology, School of Medicine, American University of Beirut Medical Center, Beirut 1107, Lebanon; (J.M.K.); (L.H.)
| | - Charles B. Simone
- Department of Radiation Oncology, New York Proton Center, New York, NY 10035, USA; (C.B.S.II); (H.L.)
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10027, USA
| | - Haibo Lin
- Department of Radiation Oncology, New York Proton Center, New York, NY 10035, USA; (C.B.S.II); (H.L.)
| | - Lara Hilal
- Department of Radiation Oncology, School of Medicine, American University of Beirut Medical Center, Beirut 1107, Lebanon; (J.M.K.); (L.H.)
| | - Carla Hajj
- Department of Radiation Oncology, New York Proton Center, New York, NY 10035, USA; (C.B.S.II); (H.L.)
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10027, USA
- Correspondence:
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Han D, Hooshangnejad H, Chen CC, Ding K. A Beam-Specific Optimization Target Volume for Stereotactic Proton Pencil Beam Scanning Therapy for Locally Advanced Pancreatic Cancer. Adv Radiat Oncol 2021; 6:100757. [PMID: 34604607 PMCID: PMC8463829 DOI: 10.1016/j.adro.2021.100757] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 05/15/2021] [Accepted: 07/12/2021] [Indexed: 11/29/2022] Open
Abstract
PURPOSE We investigate two margin-based schemes for optimization target volumes (OTV), both isotropic expansion (2 mm) and beam-specific OTV, to account for uncertainties due to the setup errors and range uncertainties in pancreatic stereotactic pencil beam scanning (PBS) proton therapy. Also, as 2-mm being one of the extreme sizes of margin, we also study whether the plan quality of 2-mm uniform expansion could be comparable to other plan schemes. METHODS AND MATERIALS We developed 2 schemes for OTV: (1) a uniform expansion of 2 mm (OTV2mm) for setup uncertainty and (2) a water equivalent thickness-based, beam-specific expansion (OTVWET) on beam direction and 2 mm expansion laterally. Six LAPC patients were planned with a prescribed dose of 33 Gy (RBE) in 5 fractions. Robustness optimization (RO) plans on gross tumor volumes, with setup uncertainties of 2 mm and range uncertainties of 3.5%, were implemented as a benchmark. RESULTS All 3 optimization schemes achieved decent target coverage with no significant difference. The OTV2mm plans show superior organ at risk (OAR) sparing, especially for proximal duodenum. However, OTV2mm plans demonstrate severe susceptibility to range and setup uncertainties with a passing rate of 19% of the plans meeting the goal of 95% volume covered by the prescribed dose. The proposed dose spread function analysis shows no significant difference. CONCLUSIONS The use of OTVWET mimics a union volume for all scenarios in robust optimization but saves optimization time noticeably. The beam-specific margin can be attractive to online adaptive stereotactic body proton therapy owing to the efficiency of the plan optimization.
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Affiliation(s)
- Dong Han
- Departments of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland
- Maryland Proton Treatment Center, Departments of Radiation Oncology; University of Maryland School of Medicine, Baltimore, Maryland
| | - Hamed Hooshangnejad
- Departments of Biomedical Engineering, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Chin-Cheng Chen
- Departments of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins Proton Therapy Center, Washington, District of Columbia
| | - Kai Ding
- Departments of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland
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7
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Matsumoto Y, Fukumitsu N, Ishikawa H, Nakai K, Sakurai H. A Critical Review of Radiation Therapy: From Particle Beam Therapy (Proton, Carbon, and BNCT) to Beyond. J Pers Med 2021; 11:jpm11080825. [PMID: 34442469 PMCID: PMC8399040 DOI: 10.3390/jpm11080825] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/20/2021] [Accepted: 08/22/2021] [Indexed: 12/24/2022] Open
Abstract
In this paper, we discuss the role of particle therapy—a novel radiation therapy (RT) that has shown rapid progress and widespread use in recent years—in multidisciplinary treatment. Three types of particle therapies are currently used for cancer treatment: proton beam therapy (PBT), carbon-ion beam therapy (CIBT), and boron neutron capture therapy (BNCT). PBT and CIBT have been reported to have excellent therapeutic results owing to the physical characteristics of their Bragg peaks. Variable drug therapies, such as chemotherapy, hormone therapy, and immunotherapy, are combined in various treatment strategies, and treatment effects have been improved. BNCT has a high dose concentration for cancer in terms of nuclear reactions with boron. BNCT is a next-generation RT that can achieve cancer cell-selective therapeutic effects, and its effectiveness strongly depends on the selective 10B accumulation in cancer cells by concomitant boron preparation. Therefore, drug delivery research, including nanoparticles, is highly desirable. In this review, we introduce both clinical and basic aspects of particle beam therapy from the perspective of multidisciplinary treatment, which is expected to expand further in the future.
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Affiliation(s)
- Yoshitaka Matsumoto
- Department of Radiation Oncology, Clinical Medicine, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan; (K.N.); (H.S.)
- Proton Medical Research Center, University of Tsukuba Hospital, Tsukuba 305-8576, Japan
- Correspondence: ; Tel.: +81-29-853-7100
| | | | - Hitoshi Ishikawa
- National Institute of Quantum and Radiological Science and Technology Hospital, Chiba 263-8555, Japan;
| | - Kei Nakai
- Department of Radiation Oncology, Clinical Medicine, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan; (K.N.); (H.S.)
- Proton Medical Research Center, University of Tsukuba Hospital, Tsukuba 305-8576, Japan
| | - Hideyuki Sakurai
- Department of Radiation Oncology, Clinical Medicine, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan; (K.N.); (H.S.)
- Proton Medical Research Center, University of Tsukuba Hospital, Tsukuba 305-8576, Japan
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Kim KS, Wu HG. Who Will Benefit from Charged-Particle Therapy? Cancer Res Treat 2021; 53:621-634. [PMID: 34176253 PMCID: PMC8291184 DOI: 10.4143/crt.2021.299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/14/2021] [Indexed: 02/07/2023] Open
Abstract
Charged-particle therapy (CPT) such as proton beam therapy (PBT) and carbon-ion radiotherapy (CIRT) exhibit substantial physical and biological advantages compared to conventional photon radiotherapy. As it can reduce the amount of radiation irradiated in the normal organ, CPT has been mainly applied to pediatric cancer and radioresistent tumors in the eloquent area. Although there is a possibility of greater benefits, high set-up cost and dearth of high level of clinical evidence hinder wide applications of CPT. This review aims to present recent clinical results of PBT and CIRT in selected diseases focusing on possible indications of CPT. We also discussed how clinical studies are conducted to increase the number of patients who can benefit from CPT despite its high cost.
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Affiliation(s)
- Kyung Su Kim
- Department of Radiation Oncology, Ewha Womans University College of Medicine, Seoul,
Korea
| | - Hong-Gyun Wu
- Department of Radiation Oncology, Seoul National University Hospital, Seoul,
Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul,
Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul,
Korea
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul,
Korea
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9
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Dumlu HS, Meschini G, Kurz C, Kamp F, Baroni G, Belka C, Paganelli C, Riboldi M. Dosimetric impact of geometric distortions in an MRI-only proton therapy workflow for lung, liver and pancreas. Z Med Phys 2020; 32:85-97. [PMID: 33168274 PMCID: PMC9948883 DOI: 10.1016/j.zemedi.2020.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 09/02/2020] [Accepted: 10/01/2020] [Indexed: 12/25/2022]
Abstract
In a radiation therapy workflow based on Magnetic Resonance Imaging (MRI), dosimetric errors may arise due to geometric distortions introduced by MRI. The aim of this study was to quantify the dosimetric effect of system-dependent geometric distortions in an MRI-only workflow for proton therapy applied at extra-cranial sites. An approach was developed, in which computed tomography (CT) images were distorted using an MRI displacement map, which represented the MR distortions in a spoiled gradient-echo sequence due to gradient nonlinearities and static magnetic field inhomogeneities. A retrospective study was conducted on 4DCT/MRI digital phantoms and 18 4DCT clinical datasets of the thoraco-abdominal site. The treatment plans were designed and separately optimized for each beam in a beam specific Planning Target Volume on the distorted CT, and the final dose distribution was obtained as the average. The dose was then recalculated in undistorted CT using the same beam geometry and beam weights. The analysis was performed in terms of Dose Volume Histogram (DVH) parameters. No clinically relevant dosimetric impact was observed on organs at risk, whereas in the target structure, geometric distortions caused statistically significant variations in the planned dose DVH parameters and dose homogeneity index (DHI). The dosimetric variations in the target structure were smaller in abdominal cases (ΔD2%, ΔD98%, and ΔDmean all below 0.1% and ΔDHI below 0.003) compared to the lung cases. Indeed, lung patients with tumors isolated inside lung parenchyma exhibited higher dosimetric variations (ΔD2%≥0.3%, ΔD98%≥15.9%, ΔDmean≥3.3% and ΔDHI≥0.102) than lung patients with tumor close to soft tissue (ΔD2%≤0.4%, ΔD98%≤5.6%, ΔDmean≤0.9% and ΔDHI≤0.027) potentially due to higher density variations along the beam path. Results suggest the potential applicability of MRI-only proton therapy, provided that specific analysis is applied for isolated lung tumors.
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Affiliation(s)
- Hatice Selcen Dumlu
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, 20133 Milano, Italy; Department of Medical Physics, Faculty of Physics, Ludwig-Maximilians-Universität München, Am Coulombwall 1, 85748 Garching bei München, Germany
| | - Giorgia Meschini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, 20133 Milano, Italy
| | - Christopher Kurz
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistraße 15, 81377 München, Germany
| | - Florian Kamp
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistraße 15, 81377 München, Germany
| | - Guido Baroni
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, 20133 Milano, Italy; Centro Nazionale di Adroterapia Oncologica, Strada Campeggi 53, 27100 Pavia, Italy
| | - Claus Belka
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistraße 15, 81377 München, Germany; German Cancer Consortium (DKTK) partner site Munich, Germany and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Chiara Paganelli
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, 20133 Milano, Italy
| | - Marco Riboldi
- Department of Medical Physics, Faculty of Physics, Ludwig-Maximilians-Universität München, Am Coulombwall 1, 85748 Garching bei München, Germany.
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Bouchart C, Navez J, Closset J, Hendlisz A, Van Gestel D, Moretti L, Van Laethem JL. Novel strategies using modern radiotherapy to improve pancreatic cancer outcomes: toward a new standard? Ther Adv Med Oncol 2020; 12:1758835920936093. [PMID: 32684987 PMCID: PMC7343368 DOI: 10.1177/1758835920936093] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 05/22/2020] [Indexed: 12/11/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most aggressive solid tumours with an estimated 5-year overall survival rate of 7% for all stages combined. In this highly resistant disease that is located in the vicinity of many radiosensitive organs, the role of radiotherapy (RT) and indications for its use in this setting have been debated for a long time and are still under investigation. Although a survival benefit has yet to be clearly demonstrated for RT, it is the only technique, other than surgery, that has been demonstrated to lead to local control improvement. The adjuvant approach is now strongly challenged by neoadjuvant treatments that could spare patients with rapidly progressive systemic disease from unnecessary surgery and may increase free margin (R0) resection rates for those eligible for surgery. Recently developed dose-escalated RT treatments, designed either to maintain full-dose chemotherapy or to deliver a high biologically effective dose, particularly to areas of contact between the tumour and blood vessels, such as hypofractionated ablative RT (HFA-RT) or stereotactic body RT (SBRT), are progressively changing the treatment landscape. These modern strategies are currently being tested in prospective clinical trials with encouraging preliminary results, paving the way for more effective treatment combinations using novel targeted therapies. This review summarizes the current literature regarding the use of RT for the treatment of primary PDAC, describes the limitations of conventional RT, and discusses the emerging role of dose-escalated RT and heavy-particle RT.
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Affiliation(s)
- Christelle Bouchart
- Department of Radiation-Oncology, Institut Jules Bordet, Boulevard de Waterloo, 121, Brussels, 1000, Belgium
| | - Julie Navez
- Department of Hepato-Biliary-Pancreatic Surgery, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Jean Closset
- Department of Hepato-Biliary-Pancreatic Surgery, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Alain Hendlisz
- Department of Gastroenterology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Dirk Van Gestel
- Department of Radiation-Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Luigi Moretti
- Department of Radiation-Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Jean-Luc Van Laethem
- Department of Gastroenterology, Hepatology and Digestive Oncology, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium
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Abstract
Pancreatic cancer is the fourth most common cause of cancer-related morality worldwide, and the prognosis remains poor despite aggressive therapy. Carbon ion radiotherapy has favorable radiobiological and physical characteristics in the treatment, including a higher linear energy transfer and higher relative biological effectiveness, which increase the cell kill while potentially reducing toxicities to nearby normal tissues. Although small, early clinical studies have shown promise in both the resectable and unresectable settings to improve local control and overall survival while minimizing toxicities. Currently, there are several trials, including 2 sponsored by institutions in the United States, investigating the role of carbon ion radiotherapy for the treatment of locally advanced pancreatic cancer.
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Raturi VP, Hojo H, Hotta K, Baba H, Takahashi R, Rachi T, Nakamura N, Zenda S, Motegi A, Tachibana H, Ariji T, Motegi K, Nakamura M, Okumura M, Hirano Y, Akimoto T. Radiobiological model-based approach to determine the potential of dose-escalated robust intensity-modulated proton radiotherapy in reducing gastrointestinal toxicity in the treatment of locally advanced unresectable pancreatic cancer of the head. Radiat Oncol 2020; 15:157. [PMID: 32571379 PMCID: PMC7310413 DOI: 10.1186/s13014-020-01592-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 06/03/2020] [Indexed: 12/31/2022] Open
Abstract
Background The purpose of this study was to determine the potential of escalated dose radiation (EDR) robust intensity-modulated proton radiotherapy (ro-IMPT) in reducing GI toxicity risk in locally advanced unresectable pancreatic cancer (LAUPC) of the head in term of normal tissue complication probability (NTCP) predictive model. Methods For 9 patients, intensity-modulated radiotherapy (IMRT) was compared with ro-IMPT. For all plans, the prescription dose was 59.4GyE (Gray equivalent) in 33 fractions with an equivalent organ at risk (OAR) constraints. Physical dose distribution was evaluated. GI toxicity risk for different endpoints was estimated using published NTCP Lyman Kutcher Burman (LKB) models for stomach, duodenum, small bowel, and combine stomach and duodenum (Stoduo). A Wilcoxon signed-rank test was used for dosimetry parameters and NTCP values comparison. Result The dosimetric results have shown that, with similar target coverage, ro-IMPT achieves a significant dose-volume reduction in the stomach, small bowel, and stoduo in low to high dose range in comparison to IMRT. NTCP evaluation for the endpoint gastric bleeding of stomach (10.55% vs. 13.97%, P = 0.007), duodenum (1.87% vs. 5.02%, P = 0.004), and stoduo (5.67% vs. 7.81%, P = 0.008) suggest reduced toxicity by ro-IMPT compared to IMRT. ∆NTCP IMRT – ro-IMPT (using parameter from Pan et al. for gastric bleed) of ≥5 to < 10% was seen in 3 patients (33%) for stomach and 2 patients (22%) for stoduo. An overall GI toxicity relative risk (NTCPro-IMPT/NTCPIMRT) reduction was noted (0.16–0.81) for all GI-OARs except for duodenum (> 1) with endpoint grade ≥ 3 GI toxicity (using parameters from Holyoake et al.). Conclusion With similar target coverage and better conformity, ro-IMPT has the potential to substantially reduce the risk of GI toxicity compared to IMRT in EDR of LAUPC of the head. This result needs to be further evaluated in future clinical studies.
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Affiliation(s)
- Vijay P Raturi
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan.,Course of Advanced Clinical Research of Cancer, Graduate school of Medicine, Juntendo University, Tokyo, Japan
| | - Hidehiro Hojo
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Kenji Hotta
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Hiromi Baba
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Ryo Takahashi
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Toshiya Rachi
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Naoki Nakamura
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Sadamoto Zenda
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Atsushi Motegi
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Hidenobu Tachibana
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Takaki Ariji
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Kana Motegi
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Masaki Nakamura
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Masayuki Okumura
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Yasuhiro Hirano
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan
| | - Tetsuo Akimoto
- Division of Radiation Oncology and Particle therapy, National Cancer Center Hospital East, 6-5-1 chome, Kashiwanoha, Kashiwa-shi, Chiba-ken, 277-8577, Japan. .,Course of Advanced Clinical Research of Cancer, Graduate school of Medicine, Juntendo University, Tokyo, Japan.
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Rutenberg MS, Nichols RC. Proton beam radiotherapy for pancreas cancer. J Gastrointest Oncol 2020; 11:166-175. [PMID: 32175120 PMCID: PMC7052755 DOI: 10.21037/jgo.2019.03.02] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 03/07/2019] [Indexed: 12/17/2022] Open
Abstract
Pancreatic carcinoma is a challenging malignancy to manage with a very poor prognosis. Despite continued difficulties in its management, there have been incremental improvements in outcomes over the past several decades. Achieving the best oncologic outcomes requires a multimodality approach including surgery, chemotherapy, and radiotherapy. Proton radiotherapy enables the delivery of high-dose radiotherapy to the tumor or resection bed while sparing nearby critical organs. Due to their unique physical properties, protons can deliver radiotherapy dose distributions that are not achievable with photons (X-rays) even with advanced photon delivery techniques (e.g., intensity-modulated radiotherapy). Improved dose distributions can lead to reduced treatment toxicity and enable treatment intensification. As better chemotherapy regimens lead to better systemic disease control, it will become increasingly important that local-regional control is achieved. This will in part be accomplished by combining better radiotherapy with more active chemotherapies. Proton radiotherapy provides an excellent means for achieving this.
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Affiliation(s)
- Michael S Rutenberg
- Department of Radiation Oncology, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Romaine C Nichols
- Department of Radiation Oncology, University of Florida College of Medicine, Jacksonville, FL, USA
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Dell’Oro M, Short M, Wilson P, Bezak E. Clinical Limitations of Photon, Proton and Carbon Ion Therapy for Pancreatic Cancer. Cancers (Basel) 2020; 12:cancers12010163. [PMID: 31936565 PMCID: PMC7017270 DOI: 10.3390/cancers12010163] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 01/03/2020] [Accepted: 01/06/2020] [Indexed: 02/08/2023] Open
Abstract
Introduction: Despite improvements in radiation therapy, chemotherapy and surgical procedures over the last 30 years, pancreatic cancer 5-year survival rate remains at 9%. Reduced stroma permeability and heterogeneous blood supply to the tumour prevent chemoradiation from making a meaningful impact on overall survival. Hypoxia-activated prodrugs are the latest strategy to reintroduce oxygenation to radioresistant cells harbouring in pancreatic cancer. This paper reviews the current status of photon and particle radiation therapy for pancreatic cancer in combination with systemic therapies and hypoxia activators. Methods: The current effectiveness of management of pancreatic cancer was systematically evaluated from MEDLINE® database search in April 2019. Results: Limited published data suggest pancreatic cancer patients undergoing carbon ion therapy and proton therapy achieve a comparable median survival time (25.1 months and 25.6 months, respectively) and 1-year overall survival rate (84% and 77.8%). Inconsistencies in methodology, recording parameters and protocols have prevented the safety and technical aspects of particle therapy to be fully defined yet. Conclusion: There is an increasing requirement to tackle unmet clinical demands of pancreatic cancer, particularly the lack of synergistic therapies in the advancing space of radiation oncology.
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Affiliation(s)
- Mikaela Dell’Oro
- Cancer Research Institute and School of Health Sciences, University of South Australia, Adelaide SA 5001, Australia; (M.S.); (E.B.)
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide SA 5000, Australia;
- Correspondence: ; Tel.: +61-435214264
| | - Michala Short
- Cancer Research Institute and School of Health Sciences, University of South Australia, Adelaide SA 5001, Australia; (M.S.); (E.B.)
| | - Puthenparampil Wilson
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide SA 5000, Australia;
- School of Engineering, University of South Australia, Adelaide SA 5001, Australia
| | - Eva Bezak
- Cancer Research Institute and School of Health Sciences, University of South Australia, Adelaide SA 5001, Australia; (M.S.); (E.B.)
- Department of Physics, University of Adelaide, Adelaide SA 5005, Australia
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Raturi VP, Tochinai T, Hojo H, Rachi T, Hotta K, Nakamura N, Zenda S, Motegi A, Ariji T, Hirano Y, Baba H, Ohyoshi H, Nakamura M, Okumura M, Bei Y, Akimoto T. Dose-Volume and Radiobiological Model-Based Comparative Evaluation of the Gastrointestinal Toxicity Risk of Photon and Proton Irradiation Plans in Localized Pancreatic Cancer Without Distant Metastasis. Front Oncol 2020; 10:517061. [PMID: 33194580 PMCID: PMC7645056 DOI: 10.3389/fonc.2020.517061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 09/01/2020] [Indexed: 12/25/2022] Open
Abstract
Background: Radiobiological model-based studies of photon-modulated radiotherapy for pancreatic cancer have reported reduced gastrointestinal (GI) toxicity, although the risk is still high. The purpose of this study was to investigate the potential of 3D-passive scattering proton beam therapy (3D-PSPBT) in limiting GI organ at risk (OAR) toxicity in localized pancreatic cancer based on dosimetric data and the normal tissue complication probability (NTCP) model. Methods: The data of 24 pancreatic cancer patients were retrospectively analyzed, and these patients were planned with intensity-modulated radiotherapy (IMRT), volume-modulated arc therapy (VMAT), and 3D-PSPBT. The tumor was targeted without elective nodal coverage. All generated plans consisted of a 50.4-GyE (Gray equivalent) dose in 28 fractions with equivalent OAR constraints, and they were normalized to cover 50% of the planning treatment volume (PTV) with 100% of the prescription dose. Physical dose distributions were evaluated. GI-OAR toxicity risk for different endpoints was estimated by using published NTCP Lyman-Kutcher-Burman (LKB) models. Analysis of variance (ANOVA) was performed to compare the dosimetric data, and ΔNTCPIMRT-PSPBT and ΔNTCPVMAT-PSPBT were also computed. Results: Similar homogeneity and conformity for the clinical target volume (CTV) and PTV were exhibited by all three planning techniques (P > 0.05). 3D-PSPBT resulted in a significant dose reduction for GI-OARs in both the low-intermediate dose range (below 30 GyE) and the highest dose region (D max and V 50 GyE) in comparison with IMRT and VMAT (P < 0.05). Based on the NTCP evaluation, the NTCP reduction for GI-OARs by 3D-PSPBT was minimal in comparison with IMRT and VMAT. Conclusion: 3D-PSPBT results in minimal NTCP reduction and has less potential to substantially reduce the toxicity risk of upper GI bleeding, ulceration, obstruction, and perforation endpoints compared to IMRT and VMAT. 3D-PSPBT may have the potential to reduce acute dose-limiting toxicity in the form of nausea, vomiting, and diarrhea by reducing the GI-OAR treated volume in the low-to-intermediate dose range. However, this result needs to be further evaluated in future clinical studies.
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Affiliation(s)
- Vijay P. Raturi
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
- Course of Advanced Clinical Research of Cancer, Graduate School of Medicine, Juntendo University, Tokyo, Japan
- *Correspondence: Vijay P. Raturi
| | - Taku Tochinai
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Hidehiro Hojo
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Toshiya Rachi
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Kenji Hotta
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Naoki Nakamura
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Sadamoto Zenda
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Atsushi Motegi
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Takaki Ariji
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Yasuhiro Hirano
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Hiromi Baba
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Hajime Ohyoshi
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Masaki Nakamura
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Masayuki Okumura
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Yanping Bei
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
| | - Tetsuo Akimoto
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital, Chiba, Japan
- Course of Advanced Clinical Research of Cancer, Graduate School of Medicine, Juntendo University, Tokyo, Japan
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A single institution experience of the treatment of pancreatic ductal carcinoma: The demand and the role of radiation therapy. PLoS One 2019; 14:e0227305. [PMID: 31887205 PMCID: PMC6936878 DOI: 10.1371/journal.pone.0227305] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 12/15/2019] [Indexed: 12/30/2022] Open
Abstract
We aimed to demonstrate a single institution experience of treatment of pancreatic ductal carcinoma and to identify the role of radiation therapy. We assessed all patients who were diagnosed with pancreatic ductal carcinoma from January 2011 to December 2017. A total of 342 patients were enrolled. Thirteen, 131, 36, and 162 patients had stage I, II, III, and IV disease, respectively (UICC TNM, 7th edition). Among the patients with stages I–III disease, 94 underwent surgery, and the median overall survival (OS) was 33 months. Of patients with stages I–III disease who were not suitable for surgery, 58 patients received chemotherapy, and the median OS was 12 months. Among them, 17 patients received chemoradiotherapy added on chemotherapy and their OS was significantly better than that of patients who received chemotherapy alone. Of patients with stage IV disease, 111 received chemotherapy, and the median OS was 6 months. This study evaluated the demand, role, and outcome of each treatment modality and demonstrated a single institution experience of treatment of pancreatic ductal carcinoma. The demand and role of radiation therapy remained small; however, radiation therapy might have some importance as a local treatment.
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Unkelbach J, Alber M, Bangert M, Bokrantz R, Chan TCY, Deasy JO, Fredriksson A, Gorissen BL, van Herk M, Liu W, Mahmoudzadeh H, Nohadani O, Siebers JV, Witte M, Xu H. Robust radiotherapy planning. ACTA ACUST UNITED AC 2018; 63:22TR02. [DOI: 10.1088/1361-6560/aae659] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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