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Wu R, Zong H, Feng W, Zhang K, Li J, Wu E, Tang T, Zhan C, Liu X, Zhou Y, Zhang C, Zhang Y, He M, Ren S, Shen B. OligoM-Cancer: A multidimensional information platform for deep phenotyping of heterogenous oligometastatic cancer. Comput Struct Biotechnol J 2024; 24:561-570. [PMID: 39258239 PMCID: PMC11385025 DOI: 10.1016/j.csbj.2024.08.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/14/2024] [Accepted: 08/14/2024] [Indexed: 09/12/2024] Open
Abstract
Patients with oligometastatic cancer (OMC) exhibit better response to local therapeutic interventions and a more treatable tendency than those with polymetastatic cancers. However, studies on OMC are limited and lack effective integration for systematic comparison and personalized application, and the diagnosis and precise treatment of OMC remain controversial. The application of large language models in medicine remains challenging because of the requirement of high-quality medical data. Moreover, these models must be enhanced using precise domain-specific knowledge. Therefore, we developed the OligoM-Cancer platform (http://oligo.sysbio.org.cn), pioneering knowledge curation that depicts various aspects of oligometastases spectrum, including markers, diagnosis, prognosis, and therapy choices. A user-friendly website was developed using HTML, FLASK, MySQL, Bootstrap, Echarts, and JavaScript. This platform encompasses comprehensive knowledge and evidence of phenotypes and their associated factors. With 4059 items of literature retrieved, OligoM-Cancer includes 1345 valid publications and 393 OMC-associated factors. Additionally, the included clinical assistance tools enhance the interpretability and credibility of clinical translational practice. OligoM-Cancer facilitates knowledge-guided modeling for deep phenotyping of OMC and potentially assists large language models in supporting specialised oligometastasis applications, thereby enhancing their generalization and reliability.
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Affiliation(s)
- Rongrong Wu
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Hui Zong
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Weizhe Feng
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Ke Zhang
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Jiakun Li
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Erman Wu
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Tong Tang
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Department of Computer Science and Information Technologies, Elviña Campus, University of A Coruña, A Coruña, Spain
| | - Chaoying Zhan
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Xingyun Liu
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Department of Computer Science and Information Technologies, Elviña Campus, University of A Coruña, A Coruña, Spain
| | - Yi Zhou
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Chi Zhang
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yingbo Zhang
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Mengqiao He
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Shumin Ren
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Bairong Shen
- Department of Urology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
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Yoon SM, Bazan JG. Navigating Breast Cancer Oligometastasis and Oligoprogression: Current Landscape and Future Directions. Curr Oncol Rep 2024; 26:647-664. [PMID: 38652425 PMCID: PMC11168988 DOI: 10.1007/s11912-024-01529-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE We examine the potential for curative approaches among metastatic breast cancer (MBC) patients by exploring the recent literature on local ablative therapies like surgery and stereotactic body radiation therapy (SBRT) in patients with oligometastatic (OM) breast cancer. We also cover therapies for MBC patients with oligoprogressive (OP) disease. KEY FINDINGS Surgery and SBRT have been studied for OM and OP breast cancer, mainly in retrospective or non-randomized trials. While many studies demonstrated favorable results, a cooperative study and single-institution trial found no support for surgery/SBRT in OM and OP cases, respectively. CONCLUSION While there is interest in applying local therapies to OM and OP breast cancer, the current randomized data does not back the routine use of surgery or SBRT, particularly when considering the potential for treatment-related toxicities. Future research should refine patient selection through advanced imaging and possibly explore these therapies specifically in patients with hormone receptor-positive or HER2-positive disease.
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Affiliation(s)
- Stephanie M Yoon
- Department of Radiation Oncology, City of Hope Comprehensive Cancer Center, 1500 E. Duarte Road, Duarte, CA, 91010, USA
| | - Jose G Bazan
- Department of Radiation Oncology, City of Hope Comprehensive Cancer Center, 1500 E. Duarte Road, Duarte, CA, 91010, USA.
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Widder J, Simek IM, Goldner GM, Heilemann G, Ubbels JF. Metastases-directed local therapies (MDT) beyond genuine oligometastatic disease (OMD): Indications, endpoints and the role of imaging. Clin Transl Radiat Oncol 2024; 45:100729. [PMID: 38298549 PMCID: PMC10827679 DOI: 10.1016/j.ctro.2024.100729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 11/21/2023] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Abstract
To further personalise treatment in metastatic cancer, the indications for metastases-directed local therapy (MDT) and the biology of oligometastatic disease (OMD) should be kept conceptually apart. Both need to be vigorously investigated. Tumour growth dynamics - growth rate combined with metastatic seeding efficiency - is the single most important biological feature determining the likelihood of success of MDT in an individual patient, which might even be beneficial in slowly developing polymetastatic disease. This can be reasonably well assessed using appropriate clinical imaging. In the context of considering appropriate indications for MDT, detecting metastases at the edge of image resolution should therefore suggest postponing MDT. While three to five lesions are typically used to define OMD, it could be argued that countability throughout the course of metastatic disease, rather than a specific maximum number of lesions, could serve as a better parameter for guiding MDT. Here we argue that the unit of MDT as a treatment option in metastatic cancer might best be defined not as a single procedure at a single point in time, but as a series of treatments that can be delivered in a single or multiple sessions to different lesions over time. Newly emerging lesions that remain amenable to MDT without triggering the start of a new systemic treatment, a change in systemic therapy, or initiation of best supportive care, would thus not constitute a failure of MDT. This would have implications for defining endpoints in clinical trials and registries: Rather than with any disease progression, failure of MDT would only be declared when there is progression to polymetastatic disease, which then precludes further options for MDT.
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Affiliation(s)
- Joachim Widder
- Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Austria
| | - Inga-Malin Simek
- Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Austria
| | - Gregor M. Goldner
- Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Austria
| | - Gerd Heilemann
- Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Austria
| | - Jan F. Ubbels
- Department of Radiation Oncology, University Medical Center Groningen, Groningen, The Netherlands
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Lee SW, Kim A, Lee SJ, Kim SH, Lee JH. Intensity-Modulated Radiation Therapy for Uterine Cervical Cancer to Reduce Toxicity and Enhance Efficacy - an Option or a Must?: A Narrative Review. Cancer Res Treat 2024; 56:1-17. [PMID: 37654111 PMCID: PMC10789959 DOI: 10.4143/crt.2023.562] [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: 04/10/2023] [Accepted: 08/29/2023] [Indexed: 09/02/2023] Open
Abstract
Radiotherapy (RT) is a fundamental modality in treatment of cervical cancer. With advancement of technology, conventional RT used for external beam radiotherapy (EBRT) for over half a century has been rapidly replaced with intensity-modulated radiation therapy (IMRT) especially during the last decade. This newer technique is able to differentiate the intensity of radiation within the same field, thus reduces the inevitable exposure of radiation to normal organs and enables better dose delivery to tumors. Recently, the American Society for Radiation Oncology has released a guideline for RT in cervical cancer. Although a section of the guideline recommends IMRT for the purpose of toxicity reduction, a thorough review of the literature is necessary to understand the current status of IMRT in cervical cancer. This narrative review updates the recent high-level evidences regarding the efficacy and toxicity of IMRT and provides a better understanding of the most innovative techniques currently available for EBRT enabled by IMRT.
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Affiliation(s)
- Sea-Won Lee
- Department of Radiation Oncology, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Aeran Kim
- Department of Biomedicine & Health Sciences, The Catholic University of Korea, Seoul, Korea
| | - Sung Jong Lee
- Department of Obstetrics and Gynecology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Sung Hwan Kim
- Department of Radiation Oncology, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Suwon, Korea
| | - Jong Hoon Lee
- Department of Radiation Oncology, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Suwon, Korea
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Marcinak CT, Schwartz PB, Basree MM, Hurst N, Bassetti M, Kratz JD, Uboha NV. Treatment of Oligometastatic GI Cancers. Am Soc Clin Oncol Educ Book 2024; 44:e430152. [PMID: 38190577 DOI: 10.1200/edbk_430152] [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: 01/10/2024]
Abstract
Oligometastatic state is believed to potentially represent a transitional stage between early, locoregional state disease and widely metastatic disease. Historically, locoregional approaches, particularly in advanced colorectal cancers, have demonstrated efficacy in select patients with limited burden of metastatic disease. Recent strides in systemic therapies, including biomarker-based treatments and immunotherapy, alongside innovations in surgical techniques and novel locoregional approaches such as stereotactic radiotherapy and ablation, have ushered in a new era of therapeutic possibilities across all oligometastatic GI cancers. Despite these advancements, there remains a significant gap in high-quality prospective evidence guiding patient selection and treatment decisions across various disease types. Ongoing clinical trials are anticipated to provide crucial insights into oligometastatic states, fostering the refinement of disease-specific oligometastatic state definitions and treatment algorithms. This article reviews existing data on the management of oligometastatic GI cancer, summarizes current state of knowledge for each disease state, and provides updates on ongoing studies in this space.
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Affiliation(s)
- Clayton T Marcinak
- Department of Surgery, University of Wisconsin School of Medicine and Public Health University of Wisconsin-Madison, Madison, WI
| | - Patrick B Schwartz
- Department of Surgery, University of Wisconsin School of Medicine and Public Health University of Wisconsin-Madison, Madison, WI
| | - Mustafa M Basree
- Department of Human Oncology, University of Wisconsin Hospital and Clinics, Madison, WI
| | - Newton Hurst
- Department of Human Oncology, University of Wisconsin Hospital and Clinics, Madison, WI
| | - Michael Bassetti
- Department of Human Oncology, University of Wisconsin Hospital and Clinics, Madison, WI
| | - Jeremy D Kratz
- University of Wisconsin-Madison, Madison, WI
- University of Wisconsin Carbone Cancer Center, University of Wisconsin, Madison, WI
- Center for Human Genomics and Precision Medicine, University of Wisconsin, Madison, WI
- William S. Middleton Memorial Veterans Hospital, Madison, WI
| | - Nataliya V Uboha
- University of Wisconsin-Madison, Madison, WI
- University of Wisconsin Carbone Cancer Center, University of Wisconsin, Madison, WI
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Yan M, Abdel-Rahman F, Dawson L, Wong P, Wong RKS, Tsai CJ. Advances and Challenges in Trials of Local Therapy for Patients With Oligometastatic or Oligoprogressive Disease. Semin Radiat Oncol 2023; 33:416-428. [PMID: 37684071 DOI: 10.1016/j.semradonc.2023.07.001] [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: 09/10/2023]
Abstract
The paradigm of oligometastatic disease (OMD), characterized by a limited number of metastases potentially amenable to local therapies, presents unique opportunities and challenges in clinical trial design and implementation. Although local ablative therapies, such as stereotactic body radiation therapy, have shown promise in improving outcomes for patients with OMD, there is a lack of large-scale randomized phase III trials supporting their widespread use. This paper outlines the key challenges in trial design and implementation in the oligometastatic setting, including appropriate patient selection, the definition of the oligometastatic state, trial design considerations, endpoint selection, and logistical considerations related to enrollment and follow-up. We suggest potential strategies to address these challenges, emphasizing the importance of a comprehensive, patient-centric approach, and the integration of multidisciplinary teams in trial design and implementation. The aim is to encourage the design of well-structured clinical trials, ultimately refining best practices and enhancing patient outcomes in the management of OMD.
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Affiliation(s)
- Michael Yan
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Fadwa Abdel-Rahman
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.; Department of Radiation Oncology, King Hussein Cancer Center, Amman, Jordan
| | - Laura Dawson
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Philip Wong
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Rebecca K S Wong
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - C Jillian Tsai
- Palliative Radiotherapy and Oligometastasis Program, Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada..
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Iyengar P, All S, Berry MF, Boike TP, Bradfield L, Dingemans AMC, Feldman J, Gomez DR, Hesketh PJ, Jabbour SK, Jeter M, Josipovic M, Lievens Y, McDonald F, Perez BA, Ricardi U, Ruffini E, De Ruysscher D, Saeed H, Schneider BJ, Senan S, Widder J, Guckenberger M. Treatment of Oligometastatic Non-Small Cell Lung Cancer: An ASTRO/ESTRO Clinical Practice Guideline. Pract Radiat Oncol 2023; 13:393-412. [PMID: 37294262 DOI: 10.1016/j.prro.2023.04.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 04/07/2023] [Indexed: 06/10/2023]
Abstract
PURPOSE This joint guideline by American Society for Radiation Oncology (ASTRO) and the European Society for Radiotherapy and Oncology (ESTRO) was initiated to review evidence and provide recommendations regarding the use of local therapy in the management of extracranial oligometastatic non-small cell lung cancer (NSCLC). Local therapy is defined as the comprehensive treatment of all known cancer-primary tumor, regional nodal metastases, and metastases-with definitive intent. METHODS ASTRO and ESTRO convened a task force to address 5 key questions focused on the use of local (radiation, surgery, other ablative methods) and systemic therapy in the management of oligometastatic NSCLC. The questions address clinical scenarios for using local therapy, sequencing and timing when integrating local with systemic therapies, radiation techniques critical for oligometastatic disease targeting and treatment delivery, and the role of local therapy for oligoprogression or recurrent disease. Recommendations were based on a systematic literature review and created using ASTRO guidelines methodology. RESULTS Based on the lack of significant randomized phase 3 trials, a patient-centered, multidisciplinary approach was strongly recommended for all decision-making regarding potential treatment. Integration of definitive local therapy was only relevant if technically feasible and clinically safe to all disease sites, defined as 5 or fewer distinct sites. Conditional recommendations were given for definitive local therapies in synchronous, metachronous, oligopersistent, and oligoprogressive conditions for extracranial disease. Radiation and surgery were the only primary definitive local therapy modalities recommended for use in the management of patients with oligometastatic disease, with indications provided for choosing one over the other. Sequencing recommendations were provided for systemic and local therapy integration. Finally, multiple recommendations were provided for the optimal technical use of hypofractionated radiation or stereotactic body radiation therapy as definitive local therapy, including dose and fractionation. CONCLUSIONS Presently, data regarding clinical benefits of local therapy on overall and other survival outcomes is still sparse for oligometastatic NSCLC. However, with rapidly evolving data being generated supporting local therapy in oligometastatic NSCLC, this guideline attempted to frame recommendations as a function of the quality of data available to make decisions in a multidisciplinary approach incorporating patient goals and tolerances.
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Affiliation(s)
- Puneeth Iyengar
- Department of Radiation Oncology, UT Southwestern, Dallas, Texas.
| | - Sean All
- Department of Radiation Oncology, UT Southwestern, Dallas, Texas
| | - Mark F Berry
- Department of Cardiothoracic Surgery, Stanford University, Palo Alto, California
| | - Thomas P Boike
- Department of Radiation Oncology, GenesisCare/MHP Radiation Oncology, Troy, Michigan
| | - Lisa Bradfield
- American Society for Radiation Oncology, Arlington, Virginia
| | - Anne-Marie C Dingemans
- Department of Pulmonology, Erasmus Medical Center Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | | | - Daniel R Gomez
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Paul J Hesketh
- Department of Internal Medicine, Lahey Hospital and Medical Center, Burlington, Massachusetts
| | - Salma K Jabbour
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Melenda Jeter
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, Texas
| | | | - Yolande Lievens
- Department of Radiation Oncology, Ghent University Hospital and Ghent University, Ghent, Belgium
| | - Fiona McDonald
- Department of Radiation Oncology, Royal Marsden Hospital, London, United Kingdom
| | - Bradford A Perez
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, Florida
| | | | - Enrico Ruffini
- Department of Thoracic Surgery, University of Torino, Torino, Italy
| | - Dirk De Ruysscher
- Department of Radiation Oncology (MAASTRO), Maastricht University Medical Centre, Maastricht and Erasmus Medical Center, University Medical Center, Rotterdam, The Netherlands
| | - Hina Saeed
- Department of Radiation Oncology, Baptist Health South Florida, Boca Raton, Florida
| | - Bryan J Schneider
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Joachim Widder
- Department of Radiation Oncology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Matthias Guckenberger
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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Abstract
Patients with gynecologic malignancies often require a multimodality imaging approach for initial staging, treatment response assessment, and surveillance. MRI imaging and PET are two well-established and widely accepted modalities in this setting. Although PET and MRI imaging are often acquired separately on two platforms (a PET/computed tomography [CT] and an MRI imaging scanner), hybrid PET/MRI scanners offer the potential for comprehensive disease assessment in one visit. Gynecologic malignancies have been one of the most successful areas for implementation of PET/MRI. This article provides an overview of the role of this platform in the care of patients with gynecologic malignancies.
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Affiliation(s)
- Matthew Larson
- Department of Radiology, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, E3/352, Madison, WI 53792, USA
| | - Petra Lovrec
- Department of Radiology, Loyola University Medical Center, 2160 First Avenue, Maywood, IL 60153, USA
| | - Elizabeth A Sadowski
- Departments of Radiology, Obstetrics and Gynecology, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, E3/372, Madison, WI 53792-3252, USA
| | - Ali Pirasteh
- Departments of Radiology and Medical Physics, University of Wisconsin-Madison School of Medicine and Public Health, 1111 Highland Avenue, WIMR II 2423, Madison, WI 53705, USA.
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Christ SM, Pohl K, Muehlematter UJ, Heesen P, Kühnis A, Willmann J, Ahmadsei M, Badra EV, Kroeze SGC, Mayinger M, Andratschke N, Huellner M, Guckenberger M. Imaging-based prevalence of oligometastatic disease: A single-center cross-sectional study. Int J Radiat Oncol Biol Phys 2022; 114:596-602. [PMID: 35908582 DOI: 10.1016/j.ijrobp.2022.06.100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 05/25/2022] [Accepted: 06/26/2022] [Indexed: 10/31/2022]
Abstract
INTRODUCTION AND BACKGROUND Oligometastatic disease refers to a distinct state in cancer patients characterized by a low metastatic burden, with diagnosis being defined by a limited number of distant metastases in radiological imaging. However, oligometastasis remains poorly understood in terms of its biology and prevalence in the metastatic cascade. In the absence of clinically viable molecular biomarkers, this study examined the prevalence of oligometastasis using oncological imaging. MATERIALS AND METHODS This study is based on all consecutive FDG- and PSMA-PET scans conducted at our cancer center between January and December 2020. We identified and analyzed all PET scans from patients with maximum five distant metastases from a solid malignancy and also reviewed concurrent cMRI imaging in all candidate patients. Data on number and site of metastases were extracted from the imaging reports and verified on imaging studies in case of uncertainties. RESULTS In total, 7,000 PET scans were analyzed, 1,155 of which were performed in unique metastatic patients, and 637 patients showed extra-cranial oligometastatic disease (55%). Concurrent cMRI scans were available for 20% (130/637) of extracranial oligometastatic patients, 36 of which proved to be polymetastatic after combined PET and cMRI analysis. Prevalence of oligometastatic disease was influenced by primary tumor histology and most frequent in pancreatic, liver and gallbladders cancers (59%), and least frequent in cancer of unknown primary (26%). In 72% of oligometastatic cases, only one or two metastases were detected. Bone/soft tissue metastases were the most common sites of distant metastasis (41%). About three quarters of patients had metachronous oligometastatic disease. DISCUSSION AND CONCLUSION Our analysis suggests that about half of metastatic cancer patients are characterized by a limited tumor burden detectable on PET and cMRI imaging. This finding warrants intensified research efforts to better understand the biology of oligometastatic disease and to optimize multidisciplinary treatment strategies.
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Affiliation(s)
- Sebastian M Christ
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
| | | | - Urs J Muehlematter
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | | | - Anja Kühnis
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Jonas Willmann
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Maiwand Ahmadsei
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Eugenia Vlaskou Badra
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Stephanie G C Kroeze
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Michael Mayinger
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Nicolaus Andratschke
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Martin Huellner
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Matthias Guckenberger
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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De Rose F, Meduri B, Carmen De Santis M, Ferro A, Marino L, Ray Colciago R, Gregucci F, Vanoni V, Apolone G, Di Cosimo S, Delaloge S, Cortes J, Curigliano G. Rethinking breast cancer follow-up based on individual risk and recurrence management. Cancer Treat Rev 2022; 109:102434. [DOI: 10.1016/j.ctrv.2022.102434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 12/01/2022]
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