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Metzger P, Boerries M. [The collaborative project "Personalized medicine for oncology" (PM4Onco) as part of the Medical Informatics Initiative (MII)]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2024; 67:668-675. [PMID: 38739266 DOI: 10.1007/s00103-024-03886-6] [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] [Accepted: 04/25/2024] [Indexed: 05/14/2024]
Abstract
The collaborative project Personalized Medicine for Oncology (PM4Onco) was launched in 2023 as part of the National Decade against Cancer (NKD) and is executed within the Medical Informatics Initiative (MII). Its aim is to establish a sustainable infrastructure for the integration and use of data from clinical and biomedical research and therefore combines the experience and preliminary work of all four consortia of the MII and the leading oncology centers in Germany. The data provided by PM4Onco will be prepared in a suitable form to support decision making in molecular tumor boards. This concept and infrastructure will be extended to 23 participating partner sites and thus improve access to targeted therapies based on clinical information and analysis of molecular genetic alterations in tumors at different stages of the disease. This will help to improve the treatment and prognosis of tumor diseases.Clinical cancer registries are involved in the project to improve data quality through standardized documentation routines. Clinical experts advise on the expansion of the core datasets for personalized medicine (PM). Information on quality of life and treatment outcomes reported by patients in questionnaires, which is rarely collected outside of clinical trials, will make a significant contribution. Patient representatives are involved from the onset to ensure that the important perspective of patients is taken into account in the decision-making process. PM4Onco thus creates an alliance between the MII, oncological centers of excellence, clinical cancer registries, young scientists, patients, and citizens to strengthen and advance PM in cancer therapy.
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Affiliation(s)
- Patrick Metzger
- Institut für Medizinische Bioinformatik und Systemmedizin (IBSM), Universitätsklinikum Freiburg, Medizinische Fakultät, Universität Freiburg, Breisacher Straße 153, 79110, Freiburg, Deutschland
| | - Melanie Boerries
- Institut für Medizinische Bioinformatik und Systemmedizin (IBSM), Universitätsklinikum Freiburg, Medizinische Fakultät, Universität Freiburg, Breisacher Straße 153, 79110, Freiburg, Deutschland.
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Standort Freiburg, Kooperation zwischen DKFZ und Universitätsklinikum Freiburg, Universität Freiburg, Freiburg, Deutschland.
- Comprehensive Cancer Center Freiburg (CCCF), Universitätsklinikum Freiburg, Universität Freiburg, Freiburg, Deutschland.
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Lörsch AM, Jung J, Lange S, Pfarr N, Mogler C, Illert AL. [Personalized medicine in oncology]. PATHOLOGIE (HEIDELBERG, GERMANY) 2024; 45:180-189. [PMID: 38568256 DOI: 10.1007/s00292-024-01315-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/16/2024] [Indexed: 04/26/2024]
Abstract
Due to the considerable technological progress in molecular and genetic diagnostics as well as increasing insights into the molecular pathogenesis of diseases, there has been a fundamental paradigm shift in the past two decades from a "one-size-fits-all approach" to personalized, molecularly informed treatment strategies. Personalized medicine or precision medicine focuses on the genetic, physiological, molecular, and biochemical differences between individuals and considers their effects on the development, prevention, and treatment of diseases. As a pioneer of personalized medicine, the field of oncology is particularly noteworthy, where personalized diagnostics and treatment have led to lasting change in the treatment of cancer patients in recent years. In this article, the significant change towards personalized treatment concepts, especially in the field of personalized oncology, will be discussed and examined in more detail.
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Affiliation(s)
- Alisa Martina Lörsch
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland
- Klinik und Poliklinik für Innere Medizin III, Hämatologie und Onkologie, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland
| | - Johannes Jung
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland
- Klinik und Poliklinik für Innere Medizin III, Hämatologie und Onkologie, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Standort München, München, Deutschland
| | - Sebastian Lange
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
- Comprehensive Cancer Center München, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
| | - Nicole Pfarr
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Standort München, München, Deutschland
- Institut für Allgemeine Pathologie und Pathologische Anatomie, Technische Universität München, München, Deutschland
| | - Carolin Mogler
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Standort München, München, Deutschland
- Comprehensive Cancer Center München, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
- Institut für Allgemeine Pathologie und Pathologische Anatomie, Technische Universität München, München, Deutschland
| | - Anna Lena Illert
- Zentrum für Personalisierte Medizin (ZPM), Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, München, Deutschland.
- Klinik und Poliklinik für Innere Medizin III, Hämatologie und Onkologie, Klinikum rechts der Isar, Technische Universität München, München, Deutschland.
- Bayerisches Zentrum für Krebsforschung (BZKF), Standort Technische Universität München, München, Deutschland.
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Standort München, München, Deutschland.
- Comprehensive Cancer Center München, Klinikum rechts der Isar, Technische Universität München, München, Deutschland.
- Klinik für Innere Medizin I, Abteilung für Hämatologie, Onkologie und Stammzelltransplantation, Universitätsklinikum Freiburg, Freiburg, Deutschland.
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Walker M, Mayr EM, Koppermann ML, Terron A, Wagner Y, Kling C, Pfarr N. [Molecular pathological analysis through the ages]. PATHOLOGIE (HEIDELBERG, GERMANY) 2024; 45:173-179. [PMID: 38619582 PMCID: PMC11045621 DOI: 10.1007/s00292-024-01326-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/18/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND Molecular pathological examinations of tumor samples encompass a wide range of diagnostic analyses. Especially in recent years, numerous new biomarkers have come to the forefront-the analysis of which is crucial for therapy decisions. OBJECTIVES Within the field of molecular pathology, the demands of next generation sequencing (NGS)-based requirements have experienced massive growth in recent years. To meet this demand, methods are constantly being adapted and further developed. The following sections aim to illuminate how this trend arises and which analyses are gaining importance. METHODS The article provides an overview of the essential nucleic acid-based analysis techniques in the field of massive parallel sequencing. Terms such as DNA- and RNA-based techniques, as well as the associated analysis methods, are described, particularly with regard to their use in routine molecular pathological diagnostics. RESULTS The breadth of genomic sequencing has been steadily growing in recent years, particularly due to the increasing relevance of personalized medicine, along with the rising approvals of targeted therapeutics. This necessitates, among other things, the analysis of new biomarkers. The diagnostics as part of interdisciplinary molecular tumor boards (MTB) are now based on large gene panels (> 1 megabase). Furthermore, through the "Modellvorhaben Genomsequenzierung" § 64e, whole exome or whole genome sequencing has been made available for oncological patients. Given these developments, it is evident that future analyses will require the integration of additional omics fields, such as whole transcriptome analysis, epigenomics, and proteomics. CONCLUSION The challenges of personalized medicine along with the necessity of simultaneously assessing numerous new biomarkers require the implementation and execution of new techniques in molecular pathology whose complexity is steadily increasing.
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Affiliation(s)
- Maria Walker
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
| | - Eva-Maria Mayr
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
| | - Mai-Lan Koppermann
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
| | - Ana Terron
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
| | - Yoko Wagner
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
| | - Charlotte Kling
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Heidelberg, Deutschland
| | - Nicole Pfarr
- Institut für Pathologie, Technische Universität München, Trogerstr. 18, 81675, München, Deutschland.
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Levy B, Kanagal-Shamanna R, Sahajpal NS, Neveling K, Rack K, Dewaele B, Olde Weghuis D, Stevens-Kroef M, Puiggros A, Mallo M, Clifford B, Mantere T, Hoischen A, Espinet B, Kolhe R, Solé F, Raca G, Smith AC. A framework for the clinical implementation of optical genome mapping in hematologic malignancies. Am J Hematol 2024; 99:642-661. [PMID: 38164980 DOI: 10.1002/ajh.27175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 10/09/2023] [Accepted: 11/22/2023] [Indexed: 01/03/2024]
Abstract
Optical Genome Mapping (OGM) is rapidly emerging as an exciting cytogenomic technology both for research and clinical purposes. In the last 2 years alone, multiple studies have demonstrated that OGM not only matches the diagnostic scope of conventional standard of care cytogenomic clinical testing but it also adds significant new information in certain cases. Since OGM consolidates the diagnostic benefits of multiple costly and laborious tests (e.g., karyotyping, fluorescence in situ hybridization, and chromosomal microarrays) in a single cost-effective assay, many clinical laboratories have started to consider utilizing OGM. In 2021, an international working group of early adopters of OGM who are experienced with routine clinical cytogenomic testing in patients with hematological neoplasms formed a consortium (International Consortium for OGM in Hematologic Malignancies, henceforth "the Consortium") to create a consensus framework for implementation of OGM in a clinical setting. The focus of the Consortium is to provide guidance for laboratories implementing OGM in three specific areas: validation, quality control and analysis and interpretation of variants. Since OGM is a complex technology with many variables, we felt that by consolidating our collective experience, we could provide a practical and useful tool for uniform implementation of OGM in hematologic malignancies with the ultimate goal of achieving globally accepted standards.
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Affiliation(s)
- Brynn Levy
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York, USA
| | - Rashmi Kanagal-Shamanna
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Kornelia Neveling
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
- Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Katrina Rack
- Laboratory for the Cytogenetic and Molecular Diagnosis of Haematological Malignancies, Centre of Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Barbara Dewaele
- Laboratory for the Cytogenetic and Molecular Diagnosis of Haematological Malignancies, Centre of Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Daniel Olde Weghuis
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marian Stevens-Kroef
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anna Puiggros
- Molecular Cytogenetics Laboratory, Pathology Department, Hospital del Mar, Barcelona, Spain
- Translational Research on Hematological Neoplasms Group, Cancer Research Program, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Mar Mallo
- MDS Research Group, Microarrays Unit, Institut de Recerca Contra la Leucèmia Josep Carreras (IJC), ICO-Hospital Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
| | | | - Tuomo Mantere
- Laboratory of Cancer Genetics and Tumor Biology, Translational Medicine Research Unit and Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Alexander Hoischen
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
- Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud Expertise Center for Immunodeficiency and Autoinflammation and Radboud Center for Infectious Disease (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Blanca Espinet
- Molecular Cytogenetics Laboratory, Pathology Department, Hospital del Mar, Barcelona, Spain
- Translational Research on Hematological Neoplasms Group, Cancer Research Program, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Ravindra Kolhe
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, Georgia, USA
| | - Francesc Solé
- MDS Research Group, Microarrays Unit, Institut de Recerca Contra la Leucèmia Josep Carreras (IJC), ICO-Hospital Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
| | - Gordana Raca
- Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California, USA
| | - Adam C Smith
- Laboratory Medicine Program, University Health Network, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Nees J, Struewe F, Schott S. Medical students' knowledge on cancer predisposition syndromes and attitude toward eHealth. Arch Gynecol Obstet 2024; 309:1535-1541. [PMID: 37934269 PMCID: PMC10894105 DOI: 10.1007/s00404-023-07266-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 10/10/2023] [Indexed: 11/08/2023]
Abstract
PURPOSE Individuals with cancer predisposition syndromes (CPS) inherit elevated cancer risks. Medical supply gaps for people at risk of CPS cause insufficient outreach and miss potential benefits of individualized care strategies. Increased awareness of CPS and progress in the eHealth sector are untapped sources of health care improvement for affected individuals. METHODS AND RESULTS This study addressed German-speaking medical students with an online questionnaire in respect to their knowledge of CPS, their medical education, and perspectives. The study population (n = 404) reported interest in and knowledge of CPS, supported by a satisfactory and sustainable education for their prospective patient care. The next generation of doctors would implement eHealth to improve medical services. Skepticism about digitization was claimed by students. They were especially concerned about deterioration in the physician-patient relationship, data abuse, dependence on technology, and incorrect diagnoses. CONCLUSION Due to increasing diagnosing of CPS and deeper knowledge, this topic is essential for the curriculum in medical schools. In particular, care providers need know-how on identifying patients at risk for a CPS, certain diagnostic and therapeutic steps, surveillance and prophylactic strategies to improve patients' outcomes. Education in medical school as well as implemented eHealth seems to have potential to meet this demand in an upcoming era of personalized medicine. What does this study add to the clinical work. Medical teaching on cancer predisposition syndromes should be expanded to improve knowledge and individualized and personalized healthcare.
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Affiliation(s)
- Juliane Nees
- Department of Gynecology and Obstetrics, University Hospital Heidelberg, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany.
| | - Farina Struewe
- Department of Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Sarah Schott
- Department of Gynecology and Obstetrics, University Hospital Heidelberg, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
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Riedl JM, Moik F, Esterl T, Kostmann SM, Gerger A, Jost PJ. Molecular diagnostics tailoring personalized cancer therapy-an oncologist's view. Virchows Arch 2024; 484:169-179. [PMID: 37982847 PMCID: PMC10948510 DOI: 10.1007/s00428-023-03702-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 10/27/2023] [Accepted: 11/04/2023] [Indexed: 11/21/2023]
Abstract
Medical oncology is rapidly evolving with the implementation of personalized, targeted therapies. Advances in molecular diagnostics and the biologic understanding of cancer pathophysiology led to the identification of specific genetic alterations as drivers of cancer progression. Further, improvements in drug development enable the direct interference with these pathways, which allow tailoring personalized treatments based on a distinct molecular characterization of tumors. Thereby, we are currently experiencing a paradigm-shift in the treatment of cancers towards cancer-type agnostic, molecularly targeted, personalized therapies. However, this concept has several important hurdles and limitations to overcome to ultimately increase the proportion of patients benefitting from the precision oncology approach. These include the assessment of clinical relevancy of identified alterations, capturing and interpreting levels of heterogeneity based on intra-tumoral or time-dependent molecular evolution, and challenges in the practical implementation of precision oncology in routine clinical care. In the present review, we summarize the current state of cancer-agnostic precision oncology, discuss the concept of molecular tumor boards, and consider current limitations of personalized cancer therapy. Further, we provide an outlook towards potential future developments including the implementation of functionality assessments of identified genetic alterations and the broader use of liquid biopsies in order to obtain more comprehensive and longitudinal genetic information that might guide personalized cancer therapy in the future.
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Affiliation(s)
- Jakob M Riedl
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Florian Moik
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Tamara Esterl
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Sarah M Kostmann
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Armin Gerger
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Philipp J Jost
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
- Medical Department III for Haematology and Oncology, School of Medicine, Technical University of Munich, Munich, Germany.
- BioTechMed-Graz, Graz, Austria.
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Pixberg C, Schulze M, Buschhorn L, Suppelna JP, Mock A, Hlevnjak M, Heublein S, Schumacher-Wulf E, Schneeweiss A. Reimbursement in the Context of Precision Oncology Approaches in Metastatic Breast Cancer: Challenges and Experiences. Breast Care (Basel) 2024; 19:10-17. [PMID: 38384493 PMCID: PMC10878710 DOI: 10.1159/000533902] [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: 06/25/2023] [Accepted: 08/30/2023] [Indexed: 02/23/2024] Open
Abstract
Background Precision oncology programs using next-generation sequencing to detect predictive biomarkers are extending therapeutic options for patients with metastatic breast cancer (mBC). Regularly, based on the recommendations of the interdisciplinary molecular tumor board (iMTB), an inclusion in a clinical trial is not possible. In this case, the German health insurance system allows for the application of reimbursement for an off-label drug use. Here, we describe the current challenges and our experience with reimbursement of molecular therapies in mBC. Methods A total of 100 applications for reimbursement of off-label therapies recommended by an iMTB were filed for patients with mBC, of which 89 were evaluable for this analysis. The approval rate was correlated with the molecular level of evidence of the respective therapy according to the National Center for Tumor Diseases (NCT) and European Society for Medical Oncology Scale for Clinical Actionability of molecular Targets (ESCAT) classification as well as with pretreatment therapy lines. Findings Overall, 53.9% (48/89) of reimbursement applications were approved. Applications for therapies based on level of evidence m1 (NCT classification), tier I and II (ESCAT classification) had a significantly and clinically relevant increased chance of reimbursement, while a greater number of previous treatment lines had no significantly increased chance of approval, though a trend of approval toward higher treatment lines was detectable. Interpretation Currently, the German jurisdiction seems to aggravate the clinical implementation of clinically urgently needed molecular therapies.
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Affiliation(s)
- Constantin Pixberg
- Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Markus Schulze
- Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- Division of Molecular Genetics, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Lars Buschhorn
- Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Molecular Genetics, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan Philip Suppelna
- Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Molecular Genetics, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas Mock
- Department of Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany
- Department of Translational Medical Oncology, NCT Heidelberg, DKFZ, Heidelberg, Germany
| | - Mario Hlevnjak
- Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- Division of Molecular Genetics, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sabine Heublein
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Obstetrics and Gynecology, Medical School, University of Heidelberg, Heidelberg, Germany
| | | | - Andreas Schneeweiss
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
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Sommer S, Schmutz M, Schaller T, Mayr P, Dintner S, Märkl B, Huss R, Golas MM, Kuhlen M, Jordan F, Claus R, Heinrich B. Individualized targeted treatment in a case of a rare TFG::ROS1 fusion positive inflammatory myofibroblastic tumor (IMT). Cancer Rep (Hoboken) 2024; 7:e1916. [PMID: 37950626 PMCID: PMC10809190 DOI: 10.1002/cnr2.1916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/16/2023] [Accepted: 10/08/2023] [Indexed: 11/13/2023] Open
Abstract
BACKGROUND Inflammatory myofibroblastic tumor (IMTs) are rare mesenchymal neoplasms with slow growth. Resection is considered as therapeutic standard, with chemotherapy being insufficiently effective in advanced disease. ALK translocations are present in 50% of cases, ROS1 fusions (YWHAE::ROS1, TFG::ROS1) are extremely rare. Here, we present a case with TFG::ROS1 fusion and highlight the significance of molecular tumor boards (MTBs) in clinical precision oncology for post-last-line therapy. CASE PRESENTATION A 32-year-old woman presented with IMT diagnosed at age 27 for biopsy and treatment evaluation. Previous treatments included multiple resections and systemic therapy with vinblastine, cyclophosphamide, and methotrexate. A computed tomography scan showed extensive tumor infiltration of the psoas muscles and the posterior abdomen. Next generation sequencing revealed an actionable ROS1 fusion (TFG::ROS1) with breakpoints at exon 4/35 including the kinase domain and activating the RAS-pathway. TFG, the Trk-fused gene, exerts functions such as intracellular trafficking and exhibits high sequence homology between species. Based on single reports about efficacy of ROS1-targeting in ROS1 translocation positive IMTs the patient was started on crizotinib, an ATP-competitive small molecule c-MET, ALK and ROS1-inhibitor. With a follow-up of more than 9 months, the patient continues to show a profound response with major tumor regression, improved quality of life and no evidence for severe adverse events. CONCLUSION This case underscores the importance of the availability of modern molecular diagnostics and interdisciplinarity in precision oncology to identify rare, disease-defining genotypes that make an otherwise difficult-to-treat disease targetable.
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Affiliation(s)
- Sebastian Sommer
- Department of Hematology and OncologyFaculty of Medicine, University of AugsburgAugsburgGermany
| | - Maximilian Schmutz
- Department of Hematology and OncologyFaculty of Medicine, University of AugsburgAugsburgGermany
| | - Tina Schaller
- General Pathology and Molecular Diagnostics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - Patrick Mayr
- Department of Hematology and OncologyFaculty of Medicine, University of AugsburgAugsburgGermany
| | - Sebastian Dintner
- General Pathology and Molecular Diagnostics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - Bruno Märkl
- General Pathology and Molecular Diagnostics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - Ralf Huss
- General Pathology and Molecular Diagnostics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - M. Monika Golas
- Department of Hematology and OncologyFaculty of Medicine, University of AugsburgAugsburgGermany
- Human Genetics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - Michaela Kuhlen
- Pediatrics and Adolescent Medicine, Faculty of MedicineUniversity of AugsburgAugsburgGermany
- Swabian Children's Cancer CenterUniversity Medical Center AugsburgAugsburgGermany
| | - Frank Jordan
- Department of Hematology and OncologyFaculty of Medicine, University of AugsburgAugsburgGermany
| | - Rainer Claus
- General Pathology and Molecular Diagnostics, Faculty of MedicineUniversity of AugsburgAugsburgGermany
- Comprehensive Cancer Center Augsburg (CCCA), Faculty of MedicineUniversity of AugsburgAugsburgGermany
| | - Bernhard Heinrich
- Heinrich/BangerterHämatologie‐Onkologie im Zentrum MVZAugsburgGermany
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Berclaz LM, Burkhard-Meier A, Lange P, Di Gioia D, Schmidt M, Knösel T, Klauschen F, von Bergwelt-Baildon M, Heinemann V, Greif PA, Westphalen CB, Heinrich K, Lindner LH. Implementing precision oncology for sarcoma patients: the CCC LMUmolecular tumor board experience. J Cancer Res Clin Oncol 2023; 149:13973-13983. [PMID: 37542550 PMCID: PMC10590320 DOI: 10.1007/s00432-023-05179-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 08/07/2023]
Abstract
PURPOSE Due to poor outcomes and limited treatment options, patients with advanced bone and soft tissue sarcomas (BS/STS) may undergo comprehensive molecular profiling of tumor samples to identify possible therapeutic targets. The aim of this study was to determine the impact of routine molecular profiling in the setting of a dedicated precision oncology program in patients with BS/STS in a German large-volume sarcoma center. METHODS 92 BS/STS patients who received comprehensive genomic profiling (CGP) and were subsequently discussed in our molecular tumor board (MTB) between 2016 and 2022 were included. Patient records were retrospectively reviewed, and the clinical impact of NGS-related findings was analyzed. RESULTS 89.1% of patients had received at least one treatment line before NGS testing. At least one molecular alteration was found in 71 patients (82.6%). The most common alterations were mutations in TP53 (23.3% of patients), followed by PIK3CA and MDM2 mutations (9.3% each). Druggable alterations were identified, and treatment recommended in 32 patients (37.2%). Of those patients with actionable alterations, ten patients (31.2%) received personalized treatment and six patients did benefit from molecular-based therapy in terms of a progression-free survival ratio (PFSr) > 1.3. CONCLUSION Our single-center experience shows an increasing uptake of next-generation sequencing (NGS) and highlights current challenges of implementing precision oncology in the management of patients with BS/STS. A relevant number of patients were diagnosed with clinically actionable alterations. Our results highlight the potential benefit of NGS in patients with rare cancers and currently limited therapeutic options.
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Affiliation(s)
- Luc M Berclaz
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Anton Burkhard-Meier
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Philipp Lange
- Department of Psychology, Philipps-Universität Marburg, Marburg, Germany
| | - Dorit Di Gioia
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Michael Schmidt
- Munich Cancer Registry, Institute of Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Thomas Knösel
- Institute of Pathology, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany
| | - Frederick Klauschen
- Institute of Pathology, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany
| | - Michael von Bergwelt-Baildon
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Volker Heinemann
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Philipp A Greif
- Comprehensive Cancer Center Munich and Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, 81377, Munich, Germany
- German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - C Benedikt Westphalen
- Comprehensive Cancer Center Munich and Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Kathrin Heinrich
- Comprehensive Cancer Center Munich and Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany.
| | - Lars H Lindner
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Marchioninistr. 15, 81377, Munich, Germany.
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10
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Mock A, Teleanu MV, Kreutzfeldt S, Heilig CE, Hüllein J, Möhrmann L, Jahn A, Hanf D, Kerle IA, Singh HM, Hutter B, Uhrig S, Fröhlich M, Neumann O, Hartig A, Brückmann S, Hirsch S, Grund K, Dikow N, Lipka DB, Renner M, Bhatti IA, Apostolidis L, Schlenk RF, Schaaf CP, Stenzinger A, Schröck E, Hübschmann D, Heining C, Horak P, Glimm H, Fröhling S. NCT/DKFZ MASTER handbook of interpreting whole-genome, transcriptome, and methylome data for precision oncology. NPJ Precis Oncol 2023; 7:109. [PMID: 37884744 PMCID: PMC10603123 DOI: 10.1038/s41698-023-00458-w] [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: 04/02/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
Analysis of selected cancer genes has become an important tool in precision oncology but cannot fully capture the molecular features and, most importantly, vulnerabilities of individual tumors. Observational and interventional studies have shown that decision-making based on comprehensive molecular characterization adds significant clinical value. However, the complexity and heterogeneity of the resulting data are major challenges for disciplines involved in interpretation and recommendations for individualized care, and limited information exists on how to approach multilayered tumor profiles in clinical routine. We report our experience with the practical use of data from whole-genome or exome and RNA sequencing and DNA methylation profiling within the MASTER (Molecularly Aided Stratification for Tumor Eradication Research) program of the National Center for Tumor Diseases (NCT) Heidelberg and Dresden and the German Cancer Research Center (DKFZ). We cover all relevant steps of an end-to-end precision oncology workflow, from sample collection, molecular analysis, and variant prioritization to assigning treatment recommendations and discussion in the molecular tumor board. To provide insight into our approach to multidimensional tumor profiles and guidance on interpreting their biological impact and diagnostic and therapeutic implications, we present case studies from the NCT/DKFZ molecular tumor board that illustrate our daily practice. This manual is intended to be useful for physicians, biologists, and bioinformaticians involved in the clinical interpretation of genome-wide molecular information.
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Affiliation(s)
- Andreas Mock
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute of Pathology, Ludwig-Maximilians-Universität (LMU) München, Munich, Germany
| | - Maria-Veronica Teleanu
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Hematology, Oncology and Rheumatology, Heidelberg Unversity Hospital, Heidelberg, Germany
| | - Simon Kreutzfeldt
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christoph E Heilig
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jennifer Hüllein
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Lino Möhrmann
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases/University Cancer Center (NCT/UCC) Dresden, Dresden, Germany
- DKFZ, Heidelberg, Germany
| | - Arne Jahn
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Institute for Clinical Genetics, University Hospital Carl Gustav Carus, Technische Universität Dresden and Hereditary Cancer Syndrome Center Dresden, Dresden, Germany
| | - Dorothea Hanf
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases/University Cancer Center (NCT/UCC) Dresden, Dresden, Germany
- DKFZ, Heidelberg, Germany
| | - Irina A Kerle
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases/University Cancer Center (NCT/UCC) Dresden, Dresden, Germany
- DKFZ, Heidelberg, Germany
| | - Hans Martin Singh
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Barbara Hutter
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Sebastian Uhrig
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Martina Fröhlich
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andreas Hartig
- Institute of Pathology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Sascha Brückmann
- Institute of Pathology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Steffen Hirsch
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Kerstin Grund
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Nicola Dikow
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Daniel B Lipka
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Translational Cancer Epigenomics, Division of Translational Medical Oncology, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Marcus Renner
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Irfan Ahmed Bhatti
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Leonidas Apostolidis
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Richard F Schlenk
- Department of Hematology, Oncology and Rheumatology, Heidelberg Unversity Hospital, Heidelberg, Germany
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
- NCT Trial Center, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Christian P Schaaf
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Evelin Schröck
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Institute for Clinical Genetics, University Hospital Carl Gustav Carus, Technische Universität Dresden and Hereditary Cancer Syndrome Center Dresden, Dresden, Germany
| | - Daniel Hübschmann
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Christoph Heining
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases/University Cancer Center (NCT/UCC) Dresden, Dresden, Germany
- DKFZ, Heidelberg, Germany
| | - Peter Horak
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hanno Glimm
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases/University Cancer Center (NCT/UCC) Dresden, Dresden, Germany
- DKFZ, Heidelberg, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
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11
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Edsjö A, Holmquist L, Geoerger B, Nowak F, Gomon G, Alix-Panabières C, Ploeger C, Lassen U, Le Tourneau C, Lehtiö J, Ott PA, von Deimling A, Fröhling S, Voest E, Klauschen F, Dienstmann R, Alshibany A, Siu LL, Stenzinger A. Precision cancer medicine: Concepts, current practice, and future developments. J Intern Med 2023; 294:455-481. [PMID: 37641393 DOI: 10.1111/joim.13709] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Precision cancer medicine is a multidisciplinary team effort that requires involvement and commitment of many stakeholders including the society at large. Building on the success of significant advances in precision therapy for oncological patients over the last two decades, future developments will be significantly shaped by improvements in scalable molecular diagnostics in which increasingly complex multilayered datasets require transformation into clinically useful information guiding patient management at fast turnaround times. Adaptive profiling strategies involving tissue- and liquid-based testing that account for the immense plasticity of cancer during the patient's journey and also include early detection approaches are already finding their way into clinical routine and will become paramount. A second major driver is the development of smart clinical trials and trial concepts which, complemented by real-world evidence, rapidly broaden the spectrum of therapeutic options. Tight coordination with regulatory agencies and health technology assessment bodies is crucial in this context. Multicentric networks operating nationally and internationally are key in implementing precision oncology in clinical practice and support developing and improving the ecosystem and framework needed to turn invocation into benefits for patients. The review provides an overview of the diagnostic tools, innovative clinical studies, and collaborative efforts needed to realize precision cancer medicine.
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Affiliation(s)
- Anders Edsjö
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office for Medical Services, Region Skåne, Lund, Sweden
- Division of Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
- Genomic Medicine Sweden (GMS), Kristianstad, Sweden
| | - Louise Holmquist
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office for Medical Services, Region Skåne, Lund, Sweden
- Genomic Medicine Sweden (GMS), Kristianstad, Sweden
| | - Birgit Geoerger
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
- INSERM U1015, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | | | - Georgy Gomon
- Department of Molecular Oncology and Immunology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Medical Oncology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells, University Medical Center of Montpellier, Montpellier, France
- CREEC, MIVEGEC, University of Montpellier, Montpellier, France
| | - Carolin Ploeger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Centers for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Ulrik Lassen
- Department of Oncology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
- INSERM U900 Research Unit, Saint-Cloud, France
- Faculty of Medicine, Paris-Saclay University, Paris, France
| | - Janne Lehtiö
- Department of Oncology Pathology, Karolinska Institutet, Science for Life Laboratory, Stockholm, Sweden
| | - Patrick A Ott
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Andreas von Deimling
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Emile Voest
- Department of Molecular Oncology and Immunology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Frederick Klauschen
- Institute of Pathology, Charite - Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany
- Institute of Pathology, Ludwig-Maximilians-University, Munich, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Munich Partner Site, Heidelberg, Germany
| | | | | | - Lillian L Siu
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Centers for Personalized Medicine (ZPM), Heidelberg, Germany
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12
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Doleschal B, Taghizadeh H, Webersinke G, Piringer G, Schreil G, Decker J, Aichberger KJ, Kirchweger P, Thaler J, Petzer A, Schmitt CA, Prager GW, Rumpold H. Real world evidence reveals improved survival outcomes in biliary tract cancer through molecular matched targeted treatment. Sci Rep 2023; 13:15421. [PMID: 37723192 PMCID: PMC10507096 DOI: 10.1038/s41598-023-42083-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 09/05/2023] [Indexed: 09/20/2023] Open
Abstract
Biliary tract cancers are rare cancers with poor prognosis due to a lack of therapeutic options, especially after the failure of first-line systemic treatment. Targeted treatments for this clinical situation are promising and have entered clinical practice. We aimed to describe the overall survival of matched targeted treatment after first-line treatment in patients with biliary tract cancers in an Austrian real-world multicenter cohort. We performed a multicenter retrospective chart review of patients with biliary tract cancer between September 2015 and January 2022. Data, including comprehensive molecular characteristics-next generation sequencing (NGS) and immunohistochemistry (IHC), clinical history, surgical procedures, ablative treatments, patient history, and systemic chemotherapy, were extracted from the records of the participating institutions. Targeted treatment was matched according to the ESMO scale for the clinical actionability of molecular targets (ESCAT). We identified 159 patients with the available molecular characteristics. A total of 79 patients underwent second-line treatment. Of these, 36 patients received matched targeted treatment beyond the first-line and were compared with 43 patients treated with cytotoxic chemotherapy in terms of efficacy outcomes. For Tier I/II alterations, we observed a progression free survival ratio (PFStargeted/PFSpre-chemotherapy) of 1.86, p = 0.059. The overall survival for patients receiving at least two lines of systemic treatment significantly favored the targeted approach, with an overall survival of 22.3 months (95% CI 14.7-29.3) vs. 17.5 months (95% CI 1.7-19.8; p = 0.048). Our results underscore the value of targeted treatment approaches based on extended molecular characterization of biliary tract cancer to improve clinical outcomes.
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Affiliation(s)
- Bernhard Doleschal
- Department of Internal Medicine I for Hematology with Stem Cell Transplantation, Hemostaseology, and Medical Oncology, Ordensklinikum Linz, Seilerstaette 4, 4010, Linz, Austria.
| | - Hossein Taghizadeh
- Department of Internal Medicine, University Hospital St. Pölten, St. Pölten, Austria
| | - Gerald Webersinke
- Laboratory for Molecular Genetic Diagnostics, Ordensklinikum Linz, Linz, Austria
| | - Gudrun Piringer
- Department of Oncology and Hematology, Kepler University Clinic Linz, Linz, Austria
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
| | - Georg Schreil
- Department of Internal Medicine, State Hospital Pyhrn Eisenwurzen, Steyr, Austria
| | - Jörn Decker
- Department of Internal Medicine, State Hospital Rohrbach, Rohrbach, Austria
| | - Karl J Aichberger
- Department of Internal Medicine, State Hospital Rohrbach, Rohrbach, Austria
| | - Patrick Kirchweger
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
- Department of General and Visceral Surgery, Ordensklinikum Linz, Linz, Austria
- Gastrointestinal Cancer Center, Ordensklinikum Linz, Linz, Austria
| | - Josef Thaler
- Department of Internal Medicine IV, Hospital Wels-Grieskirchen, Wels, Austria
| | - Andreas Petzer
- Department of Internal Medicine I for Hematology with Stem Cell Transplantation, Hemostaseology, and Medical Oncology, Ordensklinikum Linz, Seilerstaette 4, 4010, Linz, Austria
| | - Clemens A Schmitt
- Department of Oncology and Hematology, Kepler University Clinic Linz, Linz, Austria
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
| | - Gerald W Prager
- Division of Oncology, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Holger Rumpold
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
- Gastrointestinal Cancer Center, Ordensklinikum Linz, Linz, Austria
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13
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Lauinger M, Christen D, Klar RFU, Roubaty C, Heilig CE, Stumpe M, Knox JJ, Radulovich N, Tamblyn L, Xie IY, Horak P, Forschner A, Bitzer M, Wittel UA, Boerries M, Ball CR, Heining C, Glimm H, Fröhlich M, Hübschmann D, Gallinger S, Fritsch R, Fröhling S, O'Kane GM, Dengjel J, Brummer T. BRAF Δβ3-αC in-frame deletion mutants differ in their dimerization propensity, HSP90 dependence, and druggability. SCIENCE ADVANCES 2023; 9:eade7486. [PMID: 37656784 DOI: 10.1126/sciadv.ade7486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 08/02/2023] [Indexed: 09/03/2023]
Abstract
In-frame BRAF exon 12 deletions are increasingly identified in various tumor types. The resultant BRAFΔβ3-αC oncoproteins usually lack five amino acids in the β3-αC helix linker and sometimes contain de novo insertions. The dimerization status of BRAFΔβ3-αC oncoproteins, their precise pathomechanism, and their direct druggability by RAF inhibitors (RAFi) has been under debate. Here, we functionally characterize BRAFΔLNVTAP>F and two novel mutants, BRAFdelinsFS and BRAFΔLNVT>F, and compare them with other BRAFΔβ3-αC oncoproteins. We show that BRAFΔβ3-αC oncoproteins not only form stable homodimers and large multiprotein complexes but also require dimerization. Nevertheless, details matter as aromatic amino acids at the deletion junction of some BRAFΔβ3-αC oncoproteins, e.g., BRAFΔLNVTAP>F, increase their stability and dimerization propensity while conferring resistance to monomer-favoring RAFi such as dabrafenib or HSP 90/CDC37 inhibition. In contrast, dimer-favoring inhibitors such as naporafenib inhibit all BRAFΔβ3-αC mutants in cell lines and patient-derived organoids, suggesting that tumors driven by such oncoproteins are vulnerable to these compounds.
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Affiliation(s)
- Manuel Lauinger
- Institute of Molecular Medicine, ZBMZ, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Daniel Christen
- Institute of Molecular Medicine, ZBMZ, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), partner site Freiburg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Rhena F U Klar
- Institute of Molecular Medicine, ZBMZ, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), partner site Freiburg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Freeze-O Organoid Bank, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Internal Medicine I (Hematology, Oncology, and Stem Cell Transplantation), University Hospital of Freiburg, Freiburg, Germany
- Institute of Medical Bioinformatics and Systems Medicine (IBSM), Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Carole Roubaty
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland
| | - Christoph E Heilig
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Michael Stumpe
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland
| | - Jennifer J Knox
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nikolina Radulovich
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Laura Tamblyn
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Irene Y Xie
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Peter Horak
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Andrea Forschner
- Department of Dermatology, University Hospital of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Eberhard Karls University, Tübingen, Germany
| | - Michael Bitzer
- German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Eberhard Karls University, Tübingen, Germany
- Center for Personalized Medicine Tübingen, Eberhard Karls University, Tübingen, Germany
- Department of Internal Medicine I, Eberhard-Karls University, Tübingen, Germany
| | - Uwe A Wittel
- Department of General and Visceral Surgery, University of Freiburg Medical Center, Faculty of Medicine, 79106 Freiburg, Germany
| | - Melanie Boerries
- German Cancer Consortium (DKTK), partner site Freiburg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Institute of Medical Bioinformatics and Systems Medicine (IBSM), Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg (CCCF), Medical Center, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Claudia R Ball
- Department for Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), Dresden, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
- Technische Universität Dresden, Faculty of Biology, Technische Universität Dresden, Dresden, Germany
| | - Christoph Heining
- Department for Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), Dresden, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
| | - Hanno Glimm
- Department for Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), Dresden, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martina Fröhlich
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Hübschmann
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany
| | - Steven Gallinger
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ralph Fritsch
- Department of Internal Medicine I (Hematology, Oncology, and Stem Cell Transplantation), University Hospital of Freiburg, Freiburg, Germany
- Department of Medical Oncology and Haematology, University Hospital of Zurich, Zurich, Switzerland
| | - Stefan Fröhling
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Grainne M O'Kane
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jörn Dengjel
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland
| | - Tilman Brummer
- Institute of Molecular Medicine, ZBMZ, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
- German Cancer Consortium (DKTK), partner site Freiburg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Freeze-O Organoid Bank, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg (CCCF), Medical Center, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Center for Biological Signalling Studies BIOSS, University of Freiburg, 79104 Freiburg, Germany
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14
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Yamada S, Motegi H, Kurihara Y, Shimbo T, Kikuchi I, Wakabayashi T, Sato T. A resected case of acinar cell carcinoma of the pancreas with liver metastasis following chemotherapy using modified FOLFIRINOX. Surg Case Rep 2023; 9:147. [PMID: 37610633 PMCID: PMC10447704 DOI: 10.1186/s40792-023-01729-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 08/08/2023] [Indexed: 08/24/2023] Open
Abstract
BACKGROUND Acinar cell carcinoma of the pancreas is a rare exocrine malignancy representing less than 1% of all pancreatic neoplasms. It has been reported that it responds to treatment differently from pancreatic ductal adenocarcinoma and the treatment algorithm for acinar cell carcinoma usually depends on the stage of the respective tumor and the patient's current status. CASE PRESENTATION A 60-year-old man presented with upper abdominal pain and anorexia. Abdominal ultrasonography showed a large-sized hepatic mass and he was referred to our hospital. Contrast-enhanced computed tomography demonstrated a 110-mm low-density area occupying the right hemi-liver and an enhanced mass of 70 × 56 mm in the tail of the pancreas, which seemed to directly infiltrate into the spleen. The case was diagnosed as acinar cell carcinoma with a simultaneous liver metastasis identified by liver biopsy. Upfront resection of pancreatic cancer with distant metastasis might not be considered as an optimal choice, and in this case chemotherapy was administered prior to curative resection. Chemotherapy using the modified FOLFIRINOX regimen was undertaken, resulting in a partial remission; the liver tumor reduced in size from 110 to 47 mm and the pancreatic tumor from 70 to 40 mm. The patient then safely underwent curative hepatic resection with distal pancreato-splenectomy. Histological examinations revealed small-sized atypical cells with large nuclei that had formed acinar patterns, and immunostaining with trypsin was positive in tumor cells, which was in accordance with acinar cell carcinoma. More than 3 years later, the patient is doing well without any recurrence. CONCLUSION Aggressive and curative surgery in combination with chemotherapy such as FOLFIRINOX could be a treatment option to achieve long-term survival in cases of acinar cell carcinoma with liver metastases.
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Affiliation(s)
- Shuhei Yamada
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan.
| | - Haruka Motegi
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
| | - Yoshiki Kurihara
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
| | - Tomonori Shimbo
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
| | - Isao Kikuchi
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
| | - Toshiki Wakabayashi
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
| | - Tsutomu Sato
- Department of Gastroenterological Surgery, Akita City Hospital, 4-30 Kawamoto Matsuoka-machi, Akita-city, Akita, Japan
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15
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Menzel M, Endris V, Schwab C, Kluck K, Neumann O, Beck S, Ball M, Schaaf C, Fröhling S, Lichtner P, Schirmacher P, Kazdal D, Stenzinger A, Budczies J. Accurate tumor purity determination is critical for the analysis of homologous recombination deficiency (HRD). Transl Oncol 2023; 35:101706. [PMID: 37327584 DOI: 10.1016/j.tranon.2023.101706] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 05/02/2023] [Accepted: 05/28/2023] [Indexed: 06/18/2023] Open
Abstract
Homologous recombination deficiency (HRD) is a predictive marker for response to poly (ADP-ribose) polymerase inhibitors (PARPi) in ovarian carcinoma. HRD scores have entered routine diagnostics, but the influence of algorithms, parameters and confounders has not been analyzed comprehensively. A series of 100 poorly differentiated ovarian carcinoma samples was analyzed using whole exome sequencing (WES) and genotyping. Tumor purity was determined using conventional pathology, digital pathology, and two bioinformatic methods. HRD scores were calculated from copy number profiles determined by Sequenza and by Sclust either with or without fixed tumor purity. Tumor purity determination by digital pathology combined with a tumory purity informed variant of Sequenza served as reference method for HRD scoring. Seven tumors had deleterious mutations in BRCA1/2, 12 tumors had deleterious mutations in other homologous recombination repair (HRR) genes, 18 tumors had variants of unknown significance (VUS) in BRCA1/2 or other HRR genes, while the remaining 63 tumors had no relevant alterations. Using the reference method for HRD scoring, 68 tumors were HRD-positive. HRDsum determined by WES correlated strongly with HRDsum determined by single nucleotide polymorphism (SNP) arrays (R = 0.85). Conventional pathology systematically overestimated tumor purity by 8% compared to digital pathology. All investigated methods agreed on classifying the deleterious BRCA1/2-mutated tumors as HRD-positive, but discrepancies were observed for some of the remaining tumors. Discordant HRD classification of 11% of the tumors was observed comparing the tumor purity uninformed default of Sequenza and the reference method. In conclusion, tumor purity is a critical factor for the determination of HRD scores. Assistance by digital pathology helps to improve accuracy and imprecision of its estimation.
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Affiliation(s)
- Michael Menzel
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany
| | - Volker Endris
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Constantin Schwab
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Klaus Kluck
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Olaf Neumann
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Susanne Beck
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany
| | - Markus Ball
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Christian Schaaf
- Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany; Institute of Human Genetics, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Stefan Fröhling
- Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Division of Translational Medical Oncology, NCT Heidelberg and DKFZ, Heidelberg 69120, Germany; NCT Molecular Diagnostics Program, NCT Heidelberg and DKFZ, Heidelberg 69120, Germany
| | - Peter Lichtner
- Core Facility Genomics, Helmholtz Zentrum München, Neuherberg 85764, Germany
| | - Peter Schirmacher
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany
| | - Daniel Kazdal
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; German Center for Lung Research (DZL), Heidelberg site, Heidelberg 69120, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; German Center for Lung Research (DZL), Heidelberg site, Heidelberg 69120, Germany.
| | - Jan Budczies
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany; Center for Personalized Medicine (ZPM) Heidelberg, Heidelberg 69120, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; German Center for Lung Research (DZL), Heidelberg site, Heidelberg 69120, Germany.
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16
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Harter PN, Weber KJ, Ronellenfitsch MW. [Histological and molecular characteristics of tumours of the peripheral nervous system]. PATHOLOGIE (HEIDELBERG, GERMANY) 2023; 44:197-208. [PMID: 37115287 DOI: 10.1007/s00292-023-01198-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/12/2022] [Indexed: 04/29/2023]
Abstract
Tumours of the peripheral nervous system occur sporadically in adults and except for a minority of entities, these tumours are usually benign. The most common are nerve sheath tumours. Because these tumours grow in direct proximity or even invade peripheral nerve bundles, they can lead to severe pain and motion deficits. From the neurosurgical perspective these tumours are technically challenging, and especially for tumours with an invasive growth pattern complete resection may not be possible. Peripheral nervous system tumours that are associated with tumour syndromes such as neurofibromatosis type 1 and 2 or schwannomatosis are a particular clinical challenge. The goal of the current article is to present histological and molecular characteristics of peripheral nervous system tumours. Furthermore, future targeted therapy strategies are presented.
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Affiliation(s)
- Patrick N Harter
- Zentrum für Neuropathologie und Prionforschung, Ludwig-Maximilians-Universität München, Feodor-Lynen Straße 23, 81377, München, Deutschland.
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partnerstandort München, München, Deutschland.
- Comprehensive Cancer Center München (CCC München), Ludwig-Maximilians-Universität München, München, Deutschland.
| | - Katharina J Weber
- Neurologisches Institut (Edinger Institut), Universitätsklinikum, Goethe Universität Frankfurt am Main, Frankfurt, Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK) Frankfurt/Mainz, Frankfurt, Deutschland
- Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Deutschland
- Frankfurt Cancer Institute (FCI), Frankfurt am Main, Deutschland
| | - Michael W Ronellenfitsch
- Deutsches Konsortium für Translationale Krebsforschung (DKTK) Frankfurt/Mainz, Frankfurt, Deutschland
- Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Deutschland
- Frankfurt Cancer Institute (FCI), Frankfurt am Main, Deutschland
- Dr. Senckenbergisches Institut für Neuroonkologie, Universitätsklinikum, Goethe Universität Frankfurt am Main, Frankfurt, Deutschland
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17
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Rausch T, Snajder R, Leger A, Simovic M, Giurgiu M, Villacorta L, Henssen AG, Fröhling S, Stegle O, Birney E, Bonder MJ, Ernst A, Korbel JO. Long-read sequencing of diagnosis and post-therapy medulloblastoma reveals complex rearrangement patterns and epigenetic signatures. CELL GENOMICS 2023; 3:100281. [PMID: 37082141 PMCID: PMC10112291 DOI: 10.1016/j.xgen.2023.100281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 06/14/2022] [Accepted: 02/22/2023] [Indexed: 04/22/2023]
Abstract
Cancer genomes harbor a broad spectrum of structural variants (SVs) driving tumorigenesis, a relevant subset of which escape discovery using short-read sequencing. We employed Oxford Nanopore Technologies (ONT) long-read sequencing in a paired diagnostic and post-therapy medulloblastoma to unravel the haplotype-resolved somatic genetic and epigenetic landscape. We assembled complex rearrangements, including a 1.55-Mbp chromothripsis event, and we uncover a complex SV pattern termed templated insertion (TI) thread, characterized by short (mostly <1 kb) insertions showing prevalent self-concatenation into highly amplified structures of up to 50 kbp in size. TI threads occur in 3% of cancers, with a prevalence up to 74% in liposarcoma, and frequent colocalization with chromothripsis. We also perform long-read-based methylome profiling and discover allele-specific methylation (ASM) effects, complex rearrangements exhibiting differential methylation, and differential promoter methylation in cancer-driver genes. Our study shows the advantage of long-read sequencing in the discovery and characterization of complex somatic rearrangements.
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Affiliation(s)
- Tobias Rausch
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), GeneCore, Heidelberg, Germany
| | - Rene Snajder
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty for Biosciences, Heidelberg University, Heidelberg, Germany
- HIDSS4Health, Helmholtz Information and Data Science School for Health, Heidelberg, Germany
| | - Adrien Leger
- European Molecular Biology Laboratory (EMBL), European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Milena Simovic
- Group “Genome Instability in Tumors,” German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mădălina Giurgiu
- Experimental and Clinical Research Center (ECRC) of the Max Delbrück Center (MDC) and Charité-Universitätsmedizin, Berlin, Germany
- Freie Universität Berlin, Berlin, Germany
| | - Laura Villacorta
- European Molecular Biology Laboratory (EMBL), GeneCore, Heidelberg, Germany
| | - Anton G. Henssen
- Department of Pediatric Oncology/Hematology, Charité-Universitätsmedizin, Berlin, Germany
- Experimental and Clinical Research Center (ECRC) of the Max Delbrück Center (MDC) and Charité-Universitätsmedizin, Berlin, Germany
- German Cancer Consortium (DKTK), partner site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Fröhling
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Oliver Stegle
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Ewan Birney
- European Molecular Biology Laboratory (EMBL), European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Marc Jan Bonder
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Corresponding author
| | - Aurelie Ernst
- Group “Genome Instability in Tumors,” German Cancer Research Center (DKFZ), Heidelberg, Germany
- Corresponding author
| | - Jan O. Korbel
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
- Bridging Research Division on Mechanisms of Genomic Variation and Data Science, DKFZ, Heidelberg, Germany
- Corresponding author
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18
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Repetto M, Crimini E, Boscolo Bielo L, Guerini-Rocco E, Ascione L, Bonfanti A, Zanzottera C, Mazzarella L, Ranghiero A, Belli C, Criscitiello C, Esposito A, Barberis MCP, Curigliano G. Molecular tumour board at European Institute of Oncology: Report of the first three year activity of an Italian precision oncology experience. Eur J Cancer 2023; 183:79-89. [PMID: 36801623 DOI: 10.1016/j.ejca.2023.01.019] [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: 12/23/2022] [Accepted: 01/18/2023] [Indexed: 02/01/2023]
Abstract
BACKGROUND Precision oncology aims to improve clinical outcomes by personalising treatment options for patients with cancer. Exploiting vulnerabilities identified in a patient's cancer genome requires reliable interpretation of a huge mole of alterations and heterogeneous biomarkers. ESMO Scale for Clinical Actionability of Molecular Targets (ESCAT) allows evidence-based evaluation of genomic findings. Molecular tumour boards (MTBs) convey the required multi-disciplinary expertise to enable ESCAT evaluation and strategical treatment choice. MATERIALS AND METHOD We retrospectively reviewed the records of 251 consecutive patients discussed by European Institute of Oncology MTB between June 2019 and June 2022. RESULTS One-hundred eighty-eight (74.6%) patients had at least one actionable alteration. After MTB discussion, 76 patients received molecularly matched therapies (MMTs) while 76 patients received standard of care. Patients receiving MMT displayed higher overall response rate (37.3% versus 12.9%), median progression-free survival (mPFS 5.8 months, 95% confidence interval [CI] 4.1-7.5 versus 3.6 months, 95% CI 2.5-4.8, p = 0.041; hazard ratio 0.679, 95% CI 0.467-0.987) and median overall survival (mOS 35.1 months, 95% CI not evaluable versus 8.5 months, 95% CI 3.8-13.2; hazard ratio 0.431, 95% CI 0.250-0.744, p = 0.002). Superiority in OS and PFS persisted in multivariable models. Among 61 pretreated patients receiving MMT, 37.5% of patients had PFS2/PFS1 ratio ≥1.3. Patients with higher actionable targets (ESCAT tier I) had better OS (p = 0.001) and PFS (p = 0.049), while no difference was observed in lower evidence levels. CONCLUSIONS Our experience shows that MTBs can yield valuable clinical benefit. Higher actionability ESCAT level appears to be associated with better outcomes for patients receiving MMT.
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Affiliation(s)
- Matteo Repetto
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Edoardo Crimini
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Luca Boscolo Bielo
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Elena Guerini-Rocco
- Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy; Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy
| | - Liliana Ascione
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Andrea Bonfanti
- Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Cristina Zanzottera
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy
| | - Luca Mazzarella
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Alberto Ranghiero
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Carmen Belli
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Angela Esposito
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Massimo C P Barberis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy.
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19
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Kadioglu O, Bahramimehr F, Dawood M, Mahmoud N, Elbadawi M, Lu X, Bülbül Y, Schulz JA, Krämer L, Urschel MK, Künzli Z, Abdulrahman L, Aboumaachar F, Kadalo L, Nguyen LV, Shaidaei S, Thaher N, Walter K, Besler KC, Spuller A, Munder M, Greten HJ, Efferth T. A drug repurposing approach for individualized cancer therapy based on transcriptome sequencing and virtual drug screening. Comput Biol Med 2023; 157:106781. [PMID: 36931205 DOI: 10.1016/j.compbiomed.2023.106781] [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: 09/19/2022] [Revised: 02/23/2023] [Accepted: 03/09/2023] [Indexed: 03/13/2023]
Abstract
RNA-sequencing has been proposed as a valuable technique to develop individualized therapy concepts for cancer patients based on their tumor-specific mutational profiles. Here, we aimed to identify drugs and inhibitors in an individualized therapy-based drug repurposing approach focusing on missense mutations for 35 biopsies of cancer patients. The missense mutations belonged to 9 categories (ABC transporter, apoptosis, angiogenesis, cell cycle, DNA damage, kinase, protease, transcription factor, tumor suppressor). The highest percentages of missense mutations were observed in transcription factor genes. The mutational profiles of all 35 tumors were subjected to hierarchical heatmap clustering. All 7 leukemia biopsies clustered together and were separated from solid tumors. Based on these individual mutation profiles, two strategies for the identification of possible drug candidates were applied: Firstly, virtual screening of FDA-approved drugs based on the protein structures carrying particular missense mutations. Secondly, we mined the Drug Gene Interaction (DGI) database (https://www.dgidb.org/) to identify approved or experimental inhibitors for missense mutated proteins in our dataset of 35 tumors. In conclusion, our approach based on virtual drug screening of FDA-approved drugs and DGI-based inhibitor selection may provide new, individual treatment options for patients with otherwise refractory tumors that do not respond anymore to standard chemotherapy.
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Affiliation(s)
- Onat Kadioglu
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Faranak Bahramimehr
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Mona Dawood
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany; Department of Molecular Biology, Faculty of Medical Laboratory Sciences, Al-Neelain University, Khartoum, Sudan
| | - Nuha Mahmoud
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Mohamed Elbadawi
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Xiaohua Lu
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Yagmur Bülbül
- Third Department of Medicine (Hematology, Oncology, and Pneumology), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Jana Agnieszka Schulz
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Lisa Krämer
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Marie-Kathrin Urschel
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Zoe Künzli
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Leila Abdulrahman
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Fadwa Aboumaachar
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Lajien Kadalo
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Le Van Nguyen
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Sara Shaidaei
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Nawal Thaher
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Kathrin Walter
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Karolin Christiane Besler
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | | | - Markus Munder
- Third Department of Medicine (Hematology, Oncology, and Pneumology), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | - Thomas Efferth
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany.
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20
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Bernhardt AM, Tiedt S, Teupser D, Dichgans M, Meyer B, Gempt J, Kuhn PH, Simons M, Palleis C, Weidinger E, Nübling G, Holdt L, Hönikl L, Gasperi C, Giesbertz P, Müller SA, Breimann S, Lichtenthaler SF, Kuster B, Mann M, Imhof A, Barth T, Hauck SM, Zetterberg H, Otto M, Weichert W, Hemmer B, Levin J. A unified classification approach rating clinical utility of protein biomarkers across neurologic diseases. EBioMedicine 2023; 89:104456. [PMID: 36745974 PMCID: PMC9931915 DOI: 10.1016/j.ebiom.2023.104456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 12/22/2022] [Accepted: 01/17/2023] [Indexed: 02/07/2023] Open
Abstract
A major evolution from purely clinical diagnoses to biomarker supported clinical diagnosing has been occurring over the past years in neurology. High-throughput methods, such as next-generation sequencing and mass spectrometry-based proteomics along with improved neuroimaging methods, are accelerating this development. This calls for a consensus framework that is broadly applicable and provides a spot-on overview of the clinical validity of novel biomarkers. We propose a harmonized terminology and a uniform concept that stratifies biomarkers according to clinical context of use and evidence levels, adapted from existing frameworks in oncology with a strong focus on (epi)genetic markers and treatment context. We demonstrate that this framework allows for a consistent assessment of clinical validity across disease entities and that sufficient evidence for many clinical applications of protein biomarkers is lacking. Our framework may help to identify promising biomarker candidates and classify their applications by clinical context, aiming for routine clinical use of (protein) biomarkers in neurology.
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Affiliation(s)
- Alexander M Bernhardt
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Neurodegenerative Diseases, Site Munich, Germany
| | - Steffen Tiedt
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Daniel Teupser
- Institute of Laboratory Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Martin Dichgans
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Bernhard Meyer
- Department of Neurosurgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Jens Gempt
- Department of Neurosurgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Peer-Hendrik Kuhn
- Institute of Pathology, Technische Universität München, Munich, Germany
| | - Mikael Simons
- German Center for Neurodegenerative Diseases, Site Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany; Institute of Neuronal Cell Biology, Technical University Munich, 80802, Munich, Germany
| | - Carla Palleis
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Neurodegenerative Diseases, Site Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Endy Weidinger
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Neurodegenerative Diseases, Site Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Georg Nübling
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Neurodegenerative Diseases, Site Munich, Germany
| | - Lesca Holdt
- Institute of Laboratory Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Lisa Hönikl
- Department of Neurosurgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Christiane Gasperi
- Department of Neurology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Pieter Giesbertz
- German Center for Neurodegenerative Diseases, Site Munich, Germany; Neuroproteomics, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Stephan A Müller
- German Center for Neurodegenerative Diseases, Site Munich, Germany; Neuroproteomics, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Stephan Breimann
- German Center for Neurodegenerative Diseases, Site Munich, Germany; Neuroproteomics, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany; Department of Bioinformatics, Wissenschaftszentrum Weihenstephan, Technical University of Munich, Freising, Germany
| | - Stefan F Lichtenthaler
- German Center for Neurodegenerative Diseases, Site Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Neuroproteomics, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany; German Cancer Consortium (DKTK), Munich Partner Site, Munich, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias Mann
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Axel Imhof
- Protein Analysis Unit, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-University (LMU) Munich, Großhaderner Straße 9, 82152, Martinsried, Germany
| | - Teresa Barth
- Protein Analysis Unit, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-University (LMU) Munich, Großhaderner Straße 9, 82152, Martinsried, Germany
| | - Stefanie M Hauck
- Research Unit Protein Science and Metabolomics and Proteomics Core, Helmholtz Centre Munich, German Research Center for Environmental Health, 85764, Neuherberg, Germany
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK; UK Dementia Research Institute at UCL, London, UK; Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
| | - Markus Otto
- Department of Neurology, Halle University Hospital, Martin Luther University Halle/Wittenberg, Saale, Germany
| | - Wilko Weichert
- Institute of Pathology, Technische Universität München, Munich, Germany
| | - Bernhard Hemmer
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Department of Neurology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Neurodegenerative Diseases, Site Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.
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21
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Schapranow MP, Borchert F, Bougatf N, Hund H, Eils R. Software-Tool Support for Collaborative, Virtual, Multi-Site Molecular Tumor Boards. SN COMPUTER SCIENCE 2023; 4:358. [PMID: 37131499 PMCID: PMC10136394 DOI: 10.1007/s42979-023-01771-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 03/03/2023] [Indexed: 05/04/2023]
Abstract
The availability of high-throughput molecular diagnostics builds the foundation for Molecular Tumor Boards (MTBs). Although more fine-grained data is expected to support decision making of oncologists, assessment of data is complex and time-consuming slowing down the implementation of MTBs, e.g., due to retrieval of the latest medical publications, assessment of clinical evidence, or linkage to the latest clinical guidelines. We share our findings from analysis of existing tumor board processes and defininion of clinical processes for the adoption of MTBs. Building on our findings, we have developed a real-world software prototype together with oncologists and medical professionals, which supports the preparation and conduct of MTBs and enables collaboration between medical experts by sharing medical knowledge even across the hospital locations. We worked in interdisciplinary teams of clinicians, oncologists, medical experts, medical informaticians, and software engineers using design thinking methodology. With their input, we identified challenges and limitations of the current MTB approaches, derived clinical process models using Business Process and Modeling Notation (BMPN), and defined personas, functional and non-functional requirements for software tool support. Based on it, we developed software prototypes and evaluated them with clinical experts from major university hospitals across Germany. We extended the Kanban methodology enabling holistic tracking of patient cases from "backlog" to "follow-up" in our app. The feedback from interviewed medical professionals showed that our clinical process models and software prototype provide suitable process support for the preparation and conduction of molecular tumor boards. The combination of oncology knowledge across hospitals and the documentation of treatment decision can be used to form a unique medical knowledge base by oncologists for oncologists. Due to the high heterogeneity of tumor diseases and the spread of the latest medical knowledge, a cooperative decision-making process including insights from similar patient cases was considered as a very valuable feature. The ability to transform prepared case data into a screen presentation was recognized as an essential feature speeding up the preparation process. Oncologists require special software tool support to incorporate and assess molecular data for the decision-making process. In particular, the need for linkage to the latest medical knowledge, clinical evidence, and collaborative tools to discuss individual cases were named to be of importance. With the experiences from the COVID-19 pandemic, the acceptance of online tools and collaborative working is expected to grow. Our virtual multi-site approach proved to allow a collaborative decision-making process for the first time, which we consider to have a positive impact on the overall treatment quality.
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Affiliation(s)
- Matthieu-P. Schapranow
- Hasso Plattner Institute for Digital Engineering, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
| | - Florian Borchert
- Hasso Plattner Institute for Digital Engineering, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
| | - Nina Bougatf
- Department of Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
| | - Hauke Hund
- GECKO Institute, Heilbronn University of Applied Sciences, Max-Planck-Straße 39, 74081 Heilbronn, Germany
| | - Roland Eils
- Center for Digital Health, Berlin Institute of Health and Charité Universitätsmedizin Berlin, Kapelle-Ufer 2, 10117 Berlin, Germany
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22
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Morfouace M, Horak P, Kreutzfeldt S, Stevovic A, de Rojas T, Denisova E, Hutter B, Bautista F, Oliveira J, Defachelles AS, White J, Kasper B, Preusser M, Golfinopoulos V, Pfister S, Van der Graaf W, Wardelmann E, Shenjere P, Fröhling S, McCabe MG. Comprehensive molecular profiling of sarcomas in adolescent and young adult patients: Results of the EORTC SPECTA-AYA international proof-of-concept study. Eur J Cancer 2023; 178:216-226. [PMID: 36470093 DOI: 10.1016/j.ejca.2022.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/30/2022] [Accepted: 10/20/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Adolescent and young adult (AYA) patients with cancer are poorly recruited to molecularly targeted trials and have not witnessed the advances in cancer treatment and survival seen in other age groups. We report here a pan-European proof-of-concept study to identify actionable alterations in some of the worst prognosis AYA cancers: bone and soft tissue sarcomas. DESIGN Patients aged 12-29 years with newly diagnosed or recurrent, intermediate or high-grade bone and soft tissue sarcomas were recruited from six European countries. Pathological diagnoses were centrally reviewed. Formalin-fixed tissues were analysed by whole exome sequencing, methylation profiling and RNA sequencing and were discussed in a multidisciplinary, international molecular tumour board. RESULTS Of 71 patients recruited, 48 (median 20 years, range 12-28) met eligibility criteria. Central pathological review confirmed, modified and re-classified the diagnosis in 41, 3, and 4 cases, respectively. Median turnaround time to discussion at molecular tumour board was 8.4 weeks. whole exome sequencing (n = 48), methylation profiling (n = 44, 85%) and RNA sequencing (n = 24, 50%) led to therapeutic recommendations for 81% patients, including 4 with germ line alterations. The most common were for agents targeted towards tyrosine kinases (n = 20 recommendations), DNA repair (n = 18) and the PI3K/mTOR/AKT pathway (n = 15). Recommendations were generally based on weak evidence such as activity in a different tumour type (n = 68, 61%), reflecting the dearth of relevant molecular clinical trial data in the same tumour type. CONCLUSIONS We demonstrate here that comprehensive molecular profiling of AYA patients' samples is feasible and deliverable in a European programme.
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Affiliation(s)
- Marie Morfouace
- European Organisation for the Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - Peter Horak
- Division of Translational Medical Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Simon Kreutzfeldt
- Division of Translational Medical Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Aleksandra Stevovic
- European Organisation for the Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - Teresa de Rojas
- European Organisation for the Research and Treatment of Cancer (EORTC), Brussels, Belgium; Pediatric Oncogenomics Unit, University Children's Hospital Niño Jesús, Madrid, Spain
| | - Evgeniya Denisova
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Barbara Hutter
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany; Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ) Heidelberg, Germany
| | - Francisco Bautista
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands; Department of Pediatric Oncology and Hematology, Hospital Niño Jesús, Madrid, Spain
| | - Júlio Oliveira
- Department of Medical Oncology, Instituto Português de Oncologia (IPO), Porto, Portugal
| | | | - Jeff White
- Department of Medical Oncology, Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - Bernd Kasper
- Sarcoma Unit, Mannheim University Medical Center, Mannheim, Germany
| | - Matthias Preusser
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Vassilis Golfinopoulos
- European Organisation for the Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - Stefan Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Pediatric Neurooncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Winette Van der Graaf
- Department of Medical Oncology, Netherlands Cancer Institute (NKI), Amsterdam, Netherlands; Department of Medical Oncology, Erasmus Medical Center Cancer Institute, Rotterdam, Netherlands
| | - Eva Wardelmann
- Gerhard-Domagk Institute of Pathology, University Hospital Münster, Münster, Germany
| | - Patrick Shenjere
- Department of Pathology, The Christie NHS Foundation Trust, Manchester, UK
| | - Stefan Fröhling
- Division of Translational Medical Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Martin G McCabe
- Division of Cancer Sciences, University of Manchester, Manchester, UK.
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23
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Hoffmeister-Wittmann P, Mock A, Nichetti F, Korell F, Heilig CE, Scherr AL, Günther M, Albrecht T, Kelmendi E, Xu K, Nader L, Kessler A, Schmitt N, Fritzsche S, Weiler S, Sobol B, Stenzinger A, Boeck S, Westphalen CB, Schulze-Osthoff K, Trojan J, Kindler T, Weichert W, Spiekermann K, Bitzer M, Folprecht G, Illert AL, Boerries M, Klauschen F, Ochsenreither S, Siveke J, Bauer S, Glimm H, Brors B, Hüllein J, Hübschmann D, Uhrig S, Horak P, Kreutzfeldt S, Banales JM, Springfeld C, Jäger D, Schirmacher P, Roessler S, Ormanns S, Goeppert B, Fröhling S, Köhler BC. Bcl-x L as prognostic marker and potential therapeutic target in cholangiocarcinoma. Liver Int 2022; 42:2855-2870. [PMID: 35983950 DOI: 10.1111/liv.15392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 07/26/2022] [Accepted: 08/08/2022] [Indexed: 01/27/2023]
Abstract
Intrahepatic, perihilar, and distal cholangiocarcinoma (iCCA, pCCA, dCCA) are highly malignant tumours with increasing mortality rates due to therapy resistances. Among the mechanisms mediating resistance, overexpression of anti-apoptotic Bcl-2 proteins (Bcl-2, Bcl-xL , Mcl-1) is particularly important. In this study, we investigated whether antiapoptotic protein patterns are prognostically relevant and potential therapeutic targets in CCA. Bcl-2 proteins were analysed in a pan-cancer cohort from the NCT/DKFZ/DKTK MASTER registry trial (n = 1140, CCA n = 72) via RNA-sequencing and transcriptome-based protein activity interference revealing high ranks of CCA for Bcl-xL and Mcl-1. Expression of Bcl-xL , Mcl-1, and Bcl-2 was assessed in human CCA tissue and cell lines compared with cholangiocytes by immunohistochemistry, immunoblotting, and quantitative-RT-PCR. Immunohistochemistry confirmed the upregulation of Bcl-xL and Mcl-1 in iCCA tissues. Cell death of CCA cell lines upon treatment with specific small molecule inhibitors of Bcl-xL (Wehi-539), of Mcl-1 (S63845), and Bcl-2 (ABT-199), either alone, in combination with each other or together with chemotherapeutics was assessed by flow cytometry. Targeting Bcl-xL induced cell death and augmented the effect of chemotherapy in CCA cells. Combined inhibition of Bcl-xL and Mcl-1 led to a synergistic increase in cell death in CCA cell lines. Correlation between Bcl-2 protein expression and survival was analysed within three independent patient cohorts from cancer centers in Germany comprising 656 CCA cases indicating a prognostic value of Bcl-xL in CCA depending on the CCA subtype. Collectively, these observations identify Bcl-xL as a key protein in cell death resistance of CCA and may pave the way for clinical application.
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Affiliation(s)
- Paula Hoffmeister-Wittmann
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany.,Department of Radiooncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Andreas Mock
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany.,Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University, Munich, Germany
| | - Federico Nichetti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy.,Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Korell
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Christoph E Heilig
- Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany
| | - Anna-Lena Scherr
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Günther
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University, Munich, Germany
| | - Thomas Albrecht
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Eblina Kelmendi
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Kaiyu Xu
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Luisa Nader
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Annika Kessler
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Nathalie Schmitt
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Sarah Fritzsche
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Sofia Weiler
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Benjamin Sobol
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Stefan Boeck
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Christoph B Westphalen
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Klaus Schulze-Osthoff
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Molecular Medicine, Interfaculty Institute for Biochemistry, University of Tübingen, Tübingen, Germany
| | - Jörg Trojan
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Gastroenterology, Gastrointestinal Medical Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Thomas Kindler
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,University Cancer Center, University Medical Center Mainz, Germany
| | - Wilko Weichert
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Institute of Pathology, Medical Faculty, Technichal University Munich, Munich, Germany
| | - Karsten Spiekermann
- Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Hematology and Medical Oncology, University Hospital Munich, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Michael Bitzer
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany
| | - Gunnar Folprecht
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Hematology and Medical Oncology, Carl Gustav Carus University Hospital, Dresden, Germany
| | - Anna L Illert
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department of Internal Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Comprehensive Cancer Center Freiburg (CCCF), Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Melanie Boerries
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Comprehensive Cancer Center Freiburg (CCCF), Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Frederick Klauschen
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Institute of Pathology, Charité University Medicine Berlin, Berlin, Germany
| | - Sebastian Ochsenreither
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Faculty of Medicine, Charité Comprehensive Cancer Center (CCCC), Humboldt University of Berlin, Berlin, Germany.,Department of hematology, medical oncology and tumor immunology, Charité University Medicine Berlin, Berlin, Germany
| | - Jens Siveke
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Sebastian Bauer
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Department for Translational Oncology, West German Tumor Center (WTZ), Essen University Hospital, Essen, Germany
| | - Hanno Glimm
- Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,Department for Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), Dresden, Germany: Germany Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany.,German Cancer Consortium (DKTK) Dresden, Germany.,Translational Functional Cancer Genomics, National Center für Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Benedikt Brors
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jennifer Hüllein
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Hübschmann
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Heidelberg Institute for Stem cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany
| | - Sebastian Uhrig
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Horak
- Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany
| | - Simon Kreutzfeldt
- Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany
| | - Jesus M Banales
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Ikerbasque, Network Centre for Biomedical Research in Liver and Digestive Diseases (CIBERehd), San Sebastian, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Christoph Springfeld
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Dirk Jäger
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Schirmacher
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Stephanie Roessler
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Steffen Ormanns
- German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University, Munich, Germany
| | - Benjamin Goeppert
- Institute for Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany.,Institute of Pathology and Neuropathology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany
| | - Stefan Fröhling
- Department of Translational Medical Oncology, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany
| | - Bruno C Köhler
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, University Hospital Heidelberg, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg and Partner Sites, Heidelberg, Germany.,Liver Cancer Center Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
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24
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Comprehensive cancer predisposition testing within the prospective MASTER trial identifies hereditary cancer patients and supports treatment decisions for rare cancers. Ann Oncol 2022; 33:1186-1199. [PMID: 35988656 DOI: 10.1016/j.annonc.2022.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 07/04/2022] [Accepted: 07/18/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Germline variant evaluation in precision oncology opens new paths towards the identification of patients with genetic tumor risk syndromes and the exploration of therapeutic relevance. Here, we present the results of germline variant analysis and their clinical implications in a precision oncology study for patients with predominantly rare cancers. PATIENTS AND METHODS Matched tumor and control genome/exome and RNA sequencing was performed for 1,485 patients with rare cancers (79%) and/or young adults (77% younger than 51 years) in the NCT/DKTK MASTER trial, a German multicenter, prospective observational precision oncology study. Clinical and therapeutic relevance of prospective pathogenic germline variant (PGV) evaluation was analyzed and compared to other precision oncology studies. RESULTS Ten percent of patients (n=157) harbored PGVs in 35 genes associated with autosomal dominant cancer predisposition, whereof up to 75% were unknown before study participation. Another five percent of patients (n=75) were heterozygous carriers for recessive genetic tumor risk syndromes. Particularly high PGV yields were found in patients with gastrointestinal stromal tumors (GISTs) (28%, 11/40), and more specific in wild-type GISTS (50%, n=10/20), leiomyosarcomas (21%, n=19/89), and hepatopancreaticobiliary cancers (16%, n=16/97). Forty-five percent of PGVs (n=100/221) supported treatment recommendations, and its implementation led to a clinical benefit in 40% of patients (n=10/25). A comparison of different precision oncology studies revealed variable PGV yields and considerable differences in germline variant analysis workflows. We therefore propose a detailed workflow for germline variant evaluation. CONCLUSIONS Genetic germline testing in patients with rare cancers can identify the very first patient in a hereditary cancer family and can lead to clinical benefit in a broad range of entities. Its routine implementation in precision oncology accompanied by the harmonization of germline variant evaluation workflows will increase clinical benefit and boost research.
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Comprehensive genomic and epigenomic analysis in cancer of unknown primary guides molecularly-informed therapies despite heterogeneity. Nat Commun 2022; 13:4485. [PMID: 35918329 PMCID: PMC9346116 DOI: 10.1038/s41467-022-31866-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 07/06/2022] [Indexed: 11/09/2022] Open
Abstract
The benefit of molecularly-informed therapies in cancer of unknown primary (CUP) is unclear. Here, we use comprehensive molecular characterization by whole genome/exome, transcriptome and methylome analysis in 70 CUP patients to reveal substantial mutational heterogeneity with TP53, MUC16, KRAS, LRP1B and CSMD3 being the most frequently mutated known cancer-related genes. The most common fusion partner is FGFR2, the most common focal homozygous deletion affects CDKN2A. 56/70 (80%) patients receive genomics-based treatment recommendations which are applied in 20/56 (36%) cases. Transcriptome and methylome data provide evidence for the underlying entity in 62/70 (89%) cases. Germline analysis reveals five (likely) pathogenic mutations in five patients. Recommended off-label therapies translate into a mean PFS ratio of 3.6 with a median PFS1 of 2.9 months (17 patients) and a median PFS2 of 7.8 months (20 patients). Our data emphasize the clinical value of molecular analysis and underline the need for innovative, mechanism-based clinical trials. The identification of molecular biomarkers in cancer of unknown primary site (CUP) cases may enable the improvement of prognosis in these patients. Here, the authors integrate whole genome/exome, transcriptome and methylome data in 70 CUP patients, recommend therapies based on their analysis and report clinical outcome data.
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26
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Luger AL, König S, Samp PF, Urban H, Divé I, Burger MC, Voss M, Franz K, Fokas E, Filipski K, Demes MC, Stenzinger A, Sahm F, Reuss DE, Harter PN, Wagner S, Hattingen E, Wichert J, Lapa C, Fröhling S, Steinbach JP, Ronellenfitsch MW. Molecular matched targeted therapies for primary brain tumors-a single center retrospective analysis. J Neurooncol 2022; 159:243-259. [PMID: 35864412 PMCID: PMC9424147 DOI: 10.1007/s11060-022-04049-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/27/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE Molecular diagnostics including next generation gene sequencing are increasingly used to determine options for individualized therapies in brain tumor patients. We aimed to evaluate the decision-making process of molecular targeted therapies and analyze data on tolerability as well as signals for efficacy. METHODS Via retrospective analysis, we identified primary brain tumor patients who were treated off-label with a targeted therapy at the University Hospital Frankfurt, Goethe University. We analyzed which types of molecular alterations were utilized to guide molecular off-label therapies and the diagnostic procedures for their assessment during the period from 2008 to 2021. Data on tolerability and outcomes were collected. RESULTS 413 off-label therapies were identified with an increasing annual number for the interval after 2016. 37 interventions (9%) were targeted therapies based on molecular markers. Glioma and meningioma were the most frequent entities treated with molecular matched targeted therapies. Rare entities comprised e.g. medulloblastoma and papillary craniopharyngeoma. Molecular targeted approaches included checkpoint inhibitors, inhibitors of mTOR, FGFR, ALK, MET, ROS1, PIK3CA, CDK4/6, BRAF/MEK and PARP. Responses in the first follow-up MRI were partial response (13.5%), stable disease (29.7%) and progressive disease (46.0%). There were no new safety signals. Adverse events with fatal outcome (CTCAE grade 5) were not observed. Only, two patients discontinued treatment due to side effects. Median progression-free and overall survival were 9.1/18 months in patients with at least stable disease, and 1.8/3.6 months in those with progressive disease at the first follow-up MRI. CONCLUSION A broad range of actionable alterations was targeted with available molecular therapeutics. However, efficacy was largely observed in entities with paradigmatic oncogenic drivers, in particular with BRAF mutations. Further research on biomarker-informed molecular matched therapies is urgently necessary.
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Affiliation(s)
- Anna-Luisa Luger
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany. .,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany. .,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany. .,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.
| | - Sven König
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Patrick Felix Samp
- Department of Neuroradiology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Hans Urban
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Iris Divé
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Michael C Burger
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Martin Voss
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Kea Franz
- University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Department of Neurosurgery, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Emmanouil Fokas
- Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Department of Radiotherapy and Oncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Katharina Filipski
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Neurological Institute (Edinger Institute), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Melanie-Christin Demes
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Centers for Personalized Medicine (ZPM), Heidelberg Site, Heidelberg, Germany
| | - Felix Sahm
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - David E Reuss
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Patrick N Harter
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Neurological Institute (Edinger Institute), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian Wagner
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Department of Medicine, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Elke Hattingen
- Department of Neuroradiology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Jennifer Wichert
- Department of Nuclear Medicine, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Constantin Lapa
- Faculty of Medicine, Nuclear Medicine, University of Augsburg, Augsburg, Germany.,Department of Nuclear Medicine, University Hospital Würzburg, Würzburg, Germany
| | - Stefan Fröhling
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Joachim P Steinbach
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Michael W Ronellenfitsch
- Dr. Senckenberg Institute of Neurooncology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,University Cancer Center Frankfurt (UCT), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
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Heinrich K, Miller-Phillips L, Ziemann F, Hasselmann K, Rühlmann K, Flach M, Biro D, von Bergwelt-Baildon M, Holch J, Herold T, von Baumgarten L, Greif PA, Jeremias I, Wuerstlein R, Casuscelli J, Spitzweg C, Seidensticker M, Renz B, Corradini S, Baumeister P, Goni E, Tufman A, Jung A, Kumbrink J, Kirchner T, Klauschen F, Metzeler KH, Heinemann V, Westphalen CB. Lessons learned: the first consecutive 1000 patients of the CCCMunich LMU Molecular Tumor Board. J Cancer Res Clin Oncol 2022; 149:1905-1915. [PMID: 35796778 PMCID: PMC9261163 DOI: 10.1007/s00432-022-04165-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/18/2022] [Indexed: 12/04/2022]
Abstract
Purpose In 2016, the University of Munich Molecular Tumor Board (MTB) was implemented to initiate a precision oncology program. This review of cases was conducted to assess clinical implications and functionality of the program, to identify current limitations and to inform future directions of these efforts. Methods Charts, molecular profiles, and tumor board decisions of the first 1000 consecutive cases (01/2016–03/2020) were reviewed. Descriptive statistics were applied to describe relevant findings. Results Of the first 1000 patients presented to the MTB; 914 patients received comprehensive genomic profiling. Median age of patients was 56 years and 58% were female. The most prevalent diagnoses were breast (16%) and colorectal cancer (10%). Different types of targeted or genome-wide sequencing assays were used; most of them offered by the local department of pathology. Testing was technically successful in 88%. In 41% of cases, a genomic alteration triggered a therapeutic recommendation. The fraction of patients receiving a tumor board recommendation differed significantly between malignancies ranging from over 50% in breast or biliary tract to less than 30% in pancreatic cancers. Based on a retrospective chart review, 17% of patients with an MTB recommendation received appropriate treatment. Conclusion Based on these retrospective analyses, patients with certain malignancies (breast and biliary tract cancer) tend to be more likely to have actionable variants. The low rate of therapeutic implementation (17% of patients receiving a tumor board recommendation) underscores the importance of meticulous follow-up for these patients and ensuring broad access to innovative therapies for patients receiving molecular tumor profiling. Supplementary Information The online version contains supplementary material available at 10.1007/s00432-022-04165-0.
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Affiliation(s)
- Kathrin Heinrich
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany.
| | - Lisa Miller-Phillips
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Frank Ziemann
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Korbinian Hasselmann
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
| | - Katharina Rühlmann
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
| | - Madeleine Flach
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
| | - Dorottya Biro
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
| | - Michael von Bergwelt-Baildon
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Julian Holch
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Tobias Herold
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Louisa von Baumgarten
- Department of Neurology and Comprehensive Cancer Center (CCC Munich LMU), Ludwig Maximilians University, Munich, Germany
| | - Philipp A Greif
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Irmela Jeremias
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Department of Apoptosis in Hematopoietic Stem Cells, Helmholtz Center Munich, German Center for Environmental Health (HMGU), Munich, Germany
- Department of Pediatrics, Dr Von Hauner Children's Hospital, LMU, Munich, Germany
| | - Rachel Wuerstlein
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Jozefina Casuscelli
- Department of Urology and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Christine Spitzweg
- Department of Medicine IV and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Max Seidensticker
- Department of Radiology and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Bernhard Renz
- Department of General, Visceral und Transplantation Surgery and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Stefanie Corradini
- Department of Radiation Oncology and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Philipp Baumeister
- Department of Otorhinolaryngology, Head and Neck Surgery and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Elisabetta Goni
- Department of Medicine II and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Amanda Tufman
- Department of Medicine V and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Munich, Germany
| | - Andreas Jung
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
- Institute of Pathology, Ludwig Maximilians University (LMU), Munich, Germany
| | - Jörg Kumbrink
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
- Institute of Pathology, Ludwig Maximilians University (LMU), Munich, Germany
| | - Thomas Kirchner
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
- Institute of Pathology, Ludwig Maximilians University (LMU), Munich, Germany
| | - Frederick Klauschen
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
- Institute of Pathology, Ludwig Maximilians University (LMU), Munich, Germany
| | - Klaus H Metzeler
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Department of Hematology, Cell Therapy and Hemostaseology, University Hospital Leipzig, Leipzig, Germany
| | - Volker Heinemann
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany
| | - C Benedikt Westphalen
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU), University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany.
- Comprehensive Cancer Center (CCC Munich LMU), LMU University Hospital Munich, Munich, Germany.
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Crimini E, Repetto M, Tarantino P, Ascione L, Antonarelli G, Rocco EG, Barberis M, Mazzarella L, Curigliano G. Challenges and Obstacles in Applying Therapeutical Indications Formulated in Molecular Tumor Boards. Cancers (Basel) 2022; 14:3193. [PMID: 35804968 PMCID: PMC9264928 DOI: 10.3390/cancers14133193] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 06/25/2022] [Accepted: 06/27/2022] [Indexed: 11/17/2022] Open
Abstract
Considering the rapid improvement of cancer drugs' efficacy and the discovery of new molecular targets, the formulation of therapeutical indications based on the multidisciplinary approach of MTB is becoming increasingly important for attributing the correct salience to the targets identified in a single patient. Nevertheless, one of the biggest stumbling blocks faced by MTBs is not the bare indication, but its implementation in the clinical practice. Indeed, administering the drug suggested by MTB deals with some relevant difficulties: the economical affordability and geographical accessibility represent some of the major limits in the patient's view, while bureaucracy and regulatory procedures are often a disincentive for the physicians. In this review, we explore the current literature reporting MTB experiences and precision medicine clinical trials, focusing on the challenges that authors face in applying their therapeutical indications. Furthermore, we analyze and discuss some of the solutions devised to overcome these difficulties to support the MTBs in finding the most suitable solution for their specific situation. In conclusion, we strongly encourage regulatory agencies and pharmaceutical companies to develop effective strategies with medical centers implementing MTBs to facilitate access to innovative drugs and thereby allow broader therapeutical opportunities to patients.
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Affiliation(s)
- Edoardo Crimini
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Matteo Repetto
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Paolo Tarantino
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Liliana Ascione
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Gabriele Antonarelli
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Elena Guerini Rocco
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Massimo Barberis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Luca Mazzarella
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
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Heilig CE, Laßmann A, Mughal SS, Mock A, Pirmann S, Teleanu V, Renner M, Andresen C, Köhler BC, Aybey B, Bauer S, Siveke JT, Hamacher R, Folprecht G, Richter S, Schröck E, Brandts CH, Ahrens M, Hohenberger P, Egerer G, Kindler T, Boerries M, Illert AL, von Bubnoff N, Apostolidis L, Jost PJ, Westphalen CB, Weichert W, Keilholz U, Klauschen F, Beck K, Winter U, Richter D, Möhrmann L, Bitzer M, Schulze-Osthoff K, Brors B, Mechtersheimer G, Kreutzfeldt S, Heining C, Lipka DB, Stenzinger A, Schlenk RF, Horak P, Glimm H, Hübschmann D, Fröhling S. Gene expression-based prediction of pazopanib efficacy in sarcoma. Eur J Cancer 2022; 172:107-118. [PMID: 35763870 DOI: 10.1016/j.ejca.2022.05.025] [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: 02/04/2022] [Revised: 04/28/2022] [Accepted: 05/12/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND The multi-receptor tyrosine kinase inhibitor pazopanib is approved for the treatment of advanced soft-tissue sarcoma and has also shown activity in other sarcoma subtypes. However, its clinical efficacy is highly variable, and no reliable predictors exist to select patients who are likely to benefit from this drug. PATIENTS AND METHODS We analysed the molecular profiles and clinical outcomes of patients with pazopanib-treated sarcoma enrolled in a prospective observational study by the German Cancer Consortium, DKTK MASTER, that employs whole-genome/exome sequencing and transcriptome sequencing to inform the care of young adults with advanced cancer across histology and patients with rare cancers. RESULTS Among 109 patients with available whole-genome/exome sequencing data, there was no correlation between clinical parameters, specific genetic alterations or mutational signatures and clinical outcome. In contrast, the analysis of a subcohort of 62 patients who underwent molecular analysis before pazopanib treatment and had transcriptome sequencing data available showed that mRNA levels of NTRK3 (hazard ratio [HR] = 0.53, p = 0.021), IGF1R (HR = 1.82, p = 0.027) and KDR (HR = 0.50, p = 0.011) were independently associated with progression-free survival (PFS). Based on the expression of these multi-receptor tyrosine kinase genes, i.e. the features NTRK3-high, IGF1R-low and KDR-high, we developed a pazopanib efficacy predictor that stratified patients into three groups with significantly different PFS (p < 0.0001). Application of the pazopanib efficacy predictor to an independent cohort of patients with pazopanib-treated sarcoma from DKTK MASTER (n = 43) confirmed its potential to separate patient groups with significantly different PFS (p = 0.02), whereas no such association was observed in patients with sarcoma from DKTK MASTER (n = 97) or The Cancer Genome Atlas sarcoma cohort (n = 256) who were not treated with pazopanib. CONCLUSION A score based on the combined expression of NTRK3, IGF1R and KDR allows the identification of patients with sarcoma and with good, intermediate and poor outcome following pazopanib therapy and warrants prospective investigation as a predictive tool to optimise the use of this drug in the clinic.
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Affiliation(s)
- Christoph E Heilig
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany. https://twitter.com/ChrisHeiligMD
| | - Andreas Laßmann
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sadaf S Mughal
- Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - Andreas Mock
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany. https://twitter.com/am0ck
| | - Sebastian Pirmann
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Veronica Teleanu
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Marcus Renner
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Carolin Andresen
- Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem Cell Technology and Experimental Medicine, Heidelberg, Germany
| | - Bruno C Köhler
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany. https://twitter.com/koehlerlab
| | - Bogac Aybey
- Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Sebastian Bauer
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany; DKTK, Essen, Germany. https://twitter.com/seppobauer
| | - Jens T Siveke
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany; DKTK, Essen, Germany; Division of Solid Tumor Translational Oncology, DKTK, Essen, and DKFZ, Heidelberg, Germany; Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Rainer Hamacher
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany; DKTK, Essen, Germany
| | - Gunnar Folprecht
- Department of Medicine I, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Stephan Richter
- Department of Medicine I, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Evelin Schröck
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany; Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany
| | - Christian H Brandts
- University Cancer Center (UCT) Frankfurt, University Hospital Frankfurt, Goethe University, Frankfurt, Germany; Department of Medicine, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Frankfurt, Germany; Frankfurt Cancer Institute, Frankfurt, Germany; DKTK, Frankfurt, Germany
| | - Marit Ahrens
- Department of Medicine, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Frankfurt, Germany
| | - Peter Hohenberger
- Department of Surgery, Mannheim University Medical Center, Heidelberg University, Mannheim, Germany; Sarcoma Unit, Interdisciplinary Tumor Center Mannheim, Mannheim University Medical Center, Heidelberg University, Mannheim, Germany
| | - Gerlinde Egerer
- Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Kindler
- UCT Mainz, Johannes Gutenberg University Mainz, Mainz, Germany; Department of Hematology, Medical Oncology and Pneumology, University Medical Center, Mainz, Germany; DKTK, Mainz, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Comprehensive Cancer Center Freiburg, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; DKTK, Freiburg, Germany
| | - Anna L Illert
- Comprehensive Cancer Center Freiburg, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; DKTK, Freiburg, Germany; Department of Internal Medicine I, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Nikolas von Bubnoff
- Department of Internal Medicine I, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Department of Hematology and Oncology, University Hospital of Schleswig-Holstein, Lübeck, Germany
| | - Leonidas Apostolidis
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Philipp J Jost
- Department of Hematology and Oncology, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany; Division of Clinical Oncology, Department of Medicine, Medical University of Graz, Graz, Austria; DKTK, Munich, Germany
| | - C Benedikt Westphalen
- DKTK, Munich, Germany; Comprehensive Cancer Center, University Hospital, Ludwig Maximilians University Munich, Munich, Germany; Department of Medicine III, University Hospital, Ludwig Maximilians University Munich, Munich, Germany
| | - Wilko Weichert
- DKTK, Munich, Germany; Institute of Pathology, Technical University Munich, Munich, Germany
| | - Ulrich Keilholz
- Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, Berlin, Germany; DKTK, Berlin, Germany
| | - Frederick Klauschen
- DKTK, Berlin, Germany; Institute of Pathology, Charité - Universitätsmedizin Berlin, And Berlin Institute of Health, Berlin, Germany; Institute of Pathology, Ludwig Maximilians University Munich, Munich, Germany
| | - Katja Beck
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Ulrike Winter
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Daniela Richter
- Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany; Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany
| | - Lino Möhrmann
- Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany; Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany
| | - Michael Bitzer
- Department of Internal Medicine I, University Hospital, Eberhard-Karls University, Tübingen, Germany; DKTK, Tübingen, Germany
| | - Klaus Schulze-Osthoff
- DKTK, Tübingen, Germany; Department of Molecular Medicine, Interfaculty Institute for Biochemistry, University of Tübingen, Tübingen, Germany
| | - Benedikt Brors
- German Cancer Consortium (DKTK), Heidelberg, Germany; Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | | | - Simon Kreutzfeldt
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Christoph Heining
- Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany; Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany. https://twitter.com/ChrisHeining
| | - Daniel B Lipka
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany. https://twitter.com/dblipka1
| | - Albrecht Stenzinger
- German Cancer Consortium (DKTK), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Richard F Schlenk
- German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany; NCT Trial Center, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Peter Horak
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany. https://twitter.com/PeterHorak_MD
| | - Hanno Glimm
- Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany; Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany
| | - Daniel Hübschmann
- German Cancer Consortium (DKTK), Heidelberg, Germany; Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany; Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem Cell Technology and Experimental Medicine, Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
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Reissig TM, Uhrig S, Jost PJ, Luchini C, Vicentini C, Liffers ST, Allgäuer M, Adsay V, Scarpa A, Lawlor RT, Fröhling S, Stenzinger A, Klöppel G, Schildhaus HU, Siveke JT. MCL1 as putative target in pancreatoblastoma. Virchows Arch 2022; 481:265-272. [PMID: 35668118 PMCID: PMC9343273 DOI: 10.1007/s00428-022-03349-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 04/26/2022] [Accepted: 05/23/2022] [Indexed: 12/05/2022]
Abstract
Pancreatoblastoma (PB) is a rare tumor of the pancreas. In case of metastases, the treatment options are sparse and targeted approaches are not developed. We here evaluate MCL1 amplification as a putative target in PB. Thirteen samples from adult (10/13) and pediatric patients (3/13) were collected. Three of these samples had been previously subjected to whole-exome sequencing (2 cases) or whole-genome sequencing (1 case) within a precision oncology program (NCT/DKTK MASTER), and this analysis had shown copy number gains of MCL1 gene. We established a fluorescence in situ hybridization (FISH) test to assess the copy number alterations of MCL1 gene in 13 formalin-fixed paraffin-embedded PBs, including the 3 cases assessed by genome sequencing. FISH analysis showed the amplification of MCL1 in 2 cases (both were adult PB), one of which was a case with the highest copy number gain at genomic analysis. In both cases, the average gene copy number per cell was ≥ 5.7 and the MCL1/1p12 ratio was ≥ 2.4. Our data support MCL1 as a putative target in PB. Patients with MCL1-amplified PB might benefit from MCL1 inhibition. Sequencing data is useful to screen for amplification; however, the established FISH for MCL1 can help to determine the level and cellular heterogeneity of MCL1 amplification more accurately.
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Affiliation(s)
- Timm M Reissig
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Heidelberg, Germany
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Essen, Germany
| | - Sebastian Uhrig
- Computational Oncology Group, Molecular Diagnostics Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Philipp J Jost
- Department of Medicine III, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
- Division of Clinical Oncology, Department of Medicine, Medical University of Graz, Graz, Austria
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
- ARC-NET Research Centre, University of Verona, Verona, Italy
| | - Caterina Vicentini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Sven-Thorsten Liffers
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Essen, Germany
| | - Michael Allgäuer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Volkan Adsay
- Department of Pathology and Research Center for Translational Medicine (KUTTAM), Koç University, Istanbul, Turkey
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
- ARC-NET Research Centre, University of Verona, Verona, Italy
| | | | - Stefan Fröhling
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Albrecht Stenzinger
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Günter Klöppel
- Department of Pathology, Technical University of Munich, Munich, Germany
| | - Hans-Ulrich Schildhaus
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Essen, Germany.
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany.
| | - Jens T Siveke
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany.
- Division of Solid Tumor Translational Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Heidelberg, Germany.
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany.
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, Essen, Germany.
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Hlevnjak M. Tumor genetics and individualized therapy. DIE GYNÄKOLOGIE 2022; 55:424-431. [DOI: 10.1007/s00129-022-04931-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/14/2022] [Indexed: 09/02/2023]
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Schedel A, Friedrich UA, Morcos MNF, Wagener R, Mehtonen J, Watrin T, Saitta C, Brozou T, Michler P, Walter C, Försti A, Baksi A, Menzel M, Horak P, Paramasivam N, Fazio G, Autry RJ, Fröhling S, Suttorp M, Gertzen C, Gohlke H, Bhatia S, Wadt K, Schmiegelow K, Dugas M, Richter D, Glimm H, Heinäniemi M, Jessberger R, Cazzaniga G, Borkhardt A, Hauer J, Auer F. Recurrent Germline Variant in RAD21 Predisposes Children to Lymphoblastic Leukemia or Lymphoma. Int J Mol Sci 2022; 23:ijms23095174. [PMID: 35563565 PMCID: PMC9106003 DOI: 10.3390/ijms23095174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/02/2022] [Indexed: 12/04/2022] Open
Abstract
Somatic loss of function mutations in cohesin genes are frequently associated with various cancer types, while cohesin disruption in the germline causes cohesinopathies such as Cornelia-de-Lange syndrome (CdLS). Here, we present the discovery of a recurrent heterozygous RAD21 germline aberration at amino acid position 298 (p.P298S/A) identified in three children with lymphoblastic leukemia or lymphoma in a total dataset of 482 pediatric cancer patients. While RAD21 p.P298S/A did not disrupt the formation of the cohesin complex, it altered RAD21 gene expression, DNA damage response and primary patient fibroblasts showed increased G2/M arrest after irradiation and Mitomycin-C treatment. Subsequent single-cell RNA-sequencing analysis of healthy human bone marrow confirmed the upregulation of distinct cohesin gene patterns during hematopoiesis, highlighting the importance of RAD21 expression within proliferating B- and T-cells. Our clinical and functional data therefore suggest that RAD21 germline variants can predispose to childhood lymphoblastic leukemia or lymphoma without displaying a CdLS phenotype.
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Affiliation(s)
- Anne Schedel
- Pediatric Hematology and Oncology, Department of Pediatrics, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.S.); (U.A.F.); (P.M.); (M.M.); (M.S.)
| | - Ulrike Anne Friedrich
- Pediatric Hematology and Oncology, Department of Pediatrics, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.S.); (U.A.F.); (P.M.); (M.M.); (M.S.)
| | - Mina N. F. Morcos
- Department of Pediatrics, School of Medicine, Technical University of Munich; 80804 Munich, Germany; (M.N.F.M.); (F.A.)
| | - Rabea Wagener
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine University Duesseldorf, Medical Faculty, 40225 Duesseldorf, Germany; (R.W.); (T.W.); (T.B.); (S.B.); (A.B.)
| | - Juha Mehtonen
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Yliopistonranta 1, FI-70211 Kuopio, Finland; (J.M.); (M.H.)
| | - Titus Watrin
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine University Duesseldorf, Medical Faculty, 40225 Duesseldorf, Germany; (R.W.); (T.W.); (T.B.); (S.B.); (A.B.)
| | - Claudia Saitta
- Tettamanti Research Center, Pediatrics, University of Milan Bicocca, Fondazione MBBM/San Gerardo Hospital, 20900 Monza, Italy; (C.S.); (G.F.); (G.C.)
| | - Triantafyllia Brozou
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine University Duesseldorf, Medical Faculty, 40225 Duesseldorf, Germany; (R.W.); (T.W.); (T.B.); (S.B.); (A.B.)
| | - Pia Michler
- Pediatric Hematology and Oncology, Department of Pediatrics, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.S.); (U.A.F.); (P.M.); (M.M.); (M.S.)
| | - Carolin Walter
- Institute of Medical Informatics, University of Muenster, 48149 Muenster, Germany; (C.W.); (M.D.)
| | - Asta Försti
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; (A.F.); (R.J.A.)
- Hopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany
| | - Arka Baksi
- Institute of Physiological Chemistry, Medical Faculty Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.B.); (R.J.)
| | - Maria Menzel
- Pediatric Hematology and Oncology, Department of Pediatrics, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.S.); (U.A.F.); (P.M.); (M.M.); (M.S.)
| | - Peter Horak
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (P.H.); (S.F.)
| | - Nagarajan Paramasivam
- Computational Oncology, Molecular Diagnostics Program, National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany;
| | - Grazia Fazio
- Tettamanti Research Center, Pediatrics, University of Milan Bicocca, Fondazione MBBM/San Gerardo Hospital, 20900 Monza, Italy; (C.S.); (G.F.); (G.C.)
| | - Robert J Autry
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; (A.F.); (R.J.A.)
- Hopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (P.H.); (S.F.)
| | - Meinolf Suttorp
- Pediatric Hematology and Oncology, Department of Pediatrics, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.S.); (U.A.F.); (P.M.); (M.M.); (M.S.)
| | - Christoph Gertzen
- Institute for Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-Universität Duesseldorf, Universitätsstraße 1, 40225 Duesseldorf, Germany; (C.G.); (H.G.)
| | - Holger Gohlke
- Institute for Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-Universität Duesseldorf, Universitätsstraße 1, 40225 Duesseldorf, Germany; (C.G.); (H.G.)
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Sanil Bhatia
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine University Duesseldorf, Medical Faculty, 40225 Duesseldorf, Germany; (R.W.); (T.W.); (T.B.); (S.B.); (A.B.)
| | - Karin Wadt
- Department of Clinical Genetics, University Hospital of Copenhagen, Faculty of health and Medical Sciences, University of Copenhagen, 2100 Copenhagen, Denmark;
| | - Kjeld Schmiegelow
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Martin Dugas
- Institute of Medical Informatics, University of Muenster, 48149 Muenster, Germany; (C.W.); (M.D.)
- Institute of Medical Informatics, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Daniela Richter
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden, 01307 Dresden, Germany; (D.R.); (H.G.)
- German Cancer Consortium (DKTK), 01307 Dresden, Germany
| | - Hanno Glimm
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden, 01307 Dresden, Germany; (D.R.); (H.G.)
- German Cancer Consortium (DKTK), 01307 Dresden, Germany
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Merja Heinäniemi
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Yliopistonranta 1, FI-70211 Kuopio, Finland; (J.M.); (M.H.)
| | - Rolf Jessberger
- Institute of Physiological Chemistry, Medical Faculty Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (A.B.); (R.J.)
| | - Gianni Cazzaniga
- Tettamanti Research Center, Pediatrics, University of Milan Bicocca, Fondazione MBBM/San Gerardo Hospital, 20900 Monza, Italy; (C.S.); (G.F.); (G.C.)
- Medical Genetics, Department of Medicine and Surgery, University of Milan Bicocca, 20900 Monza, Italy
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine University Duesseldorf, Medical Faculty, 40225 Duesseldorf, Germany; (R.W.); (T.W.); (T.B.); (S.B.); (A.B.)
| | - Julia Hauer
- Department of Pediatrics, School of Medicine, Technical University of Munich; 80804 Munich, Germany; (M.N.F.M.); (F.A.)
- German Cancer Consortium (DKTK), 81675 Munich, Germany
- Correspondence: ; Tel.: +49-(89)-3068-3940
| | - Franziska Auer
- Department of Pediatrics, School of Medicine, Technical University of Munich; 80804 Munich, Germany; (M.N.F.M.); (F.A.)
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van der Graaf W, Tesselaar M, McVeigh T, Oyen W, Fröhling S. Biology-Guided Precision Medicine in Rare Cancers: Lessons from Sarcomas and Neuroendocrine Tumours. Semin Cancer Biol 2022; 84:228-241. [DOI: 10.1016/j.semcancer.2022.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 05/19/2022] [Accepted: 05/19/2022] [Indexed: 11/26/2022]
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Janning M, Süptitz J, Albers-Leischner C, Delpy P, Tufman A, Velthaus-Rusik JL, Reck M, Jung A, Kauffmann-Guerrero D, Bonzheim I, Brändlein S, Hummel HD, Wiesweg M, Schildhaus HU, Stratmann JA, Sebastian M, Alt J, Buth J, Esposito I, Berger J, Tögel L, Saalfeld FC, Wermke M, Merkelbach-Bruse S, Hillmer AM, Klauschen F, Bokemeyer C, Buettner R, Wolf J, Loges S. Treatment outcome of atypical EGFR mutations in the German National Network Genomic Medicine Lung Cancer (nNGM). Ann Oncol 2022; 33:602-615. [PMID: 35263633 DOI: 10.1016/j.annonc.2022.02.225] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 02/22/2022] [Accepted: 02/22/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Atypical EGFR mutations occur in 10-30% of NSCLC patients with EGFR mutations and their sensitivity to classical EGFR-tyrosine kinase inhibitors (TKI) is highly heterogeneous. Patients harboring one group of uncommon, recurrent EGFR mutations (G719X, S768I, L861Q) respond to EGFR-TKI. Exon 20 insertions are mostly insensitive to EGFR-TKI but display sensitivity to exon 20 inhibitors. Clinical outcome data of patients with very rare point and compound mutations upon systemic treatments are still sparse to date. PATIENTS AND METHODS In this retrospective, multi-center study of the national Network Genomic Medicine (nNGM) in Germany, 856 NSCLC cases with atypical EGFR mutations including co-occuring mutations were reported from 12 centers. Clinical follow-up data after treatment with different EGFR-TKI, chemotherapy and immune checkpoint inhibitors were available from 260 patients. Response to treatment was analyzed in three major groups: (1) uncommon mutations (G719X, S7681, L861Q and combinations), (2) exon 20 insertions and (3) very rare EGFR mutations (very rare single point mutations, compound mutations, exon 18 deletions, exon 19 insertions). RESULTS Our study comprises the largest thus far reported real-world cohort of very rare EGFR single point and compound mutations treated with different systemic treatments. We validated higher efficacy of EGFR-TKI in comparison to chemotherapy in group 1 (uncommon), while most exon 20 insertions (group 2) were not EGFR-TKI responsive. In addition, we found TKI sensitivity of very rare point mutations (group 3) and of complex EGFR mutations containing exon 19 deletions or L858R mutations independent of the combination partner. Notably, treatment responses in group 3 (very rare) were highly heterogeneous. Co-occurring TP53 mutations exerted a non-significant trend for a detrimental effect on outcome in EGFR-TKI treated patients in groups 2 and 3 but not in group 1. CONCLUSIONS Based on our findings we propose a novel nNGM classification of uncommon EGFR mutations.
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Affiliation(s)
- M Janning
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany; Division of Personalized Medical Oncology (A420), German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Personalized Oncology, University Hospital Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany; Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany. https://in.linkedin.com/linkedin.com/in/melanie-janning-a48a32153
| | - J Süptitz
- Department of Internal Medicine I, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - C Albers-Leischner
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - P Delpy
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany; Federated Information Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany; Complex Data Processing in Medical Informatics, University Medical Centre Mannheim, Mannheim, Germany
| | - A Tufman
- Department of Internal Medicine V, University of Munich, Comprehensive Pneumology Center, Member of the German Center for Lung Research, Munich, Germany
| | - J-L Velthaus-Rusik
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - M Reck
- LungenClinic Grosshansdorf, Thoracic Oncology, Airway Research Center North, German Center of Lung Research, Grosshansdorf, Germany
| | - A Jung
- Pathology Institute, Ludwig Maximilians University of Munich, Munich, Germany; German Cancer Consortium (DKTK), partner site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - D Kauffmann-Guerrero
- Department of Internal Medicine V, University of Munich, Comprehensive Pneumology Center, Member of the German Center for Lung Research, Munich, Germany
| | - I Bonzheim
- Institute of Pathology and Neuropathology, Eberhard Karls University of Tübingen and Comprehensive Cancer Center, University Hospital Tübingen, Tübingen, Germany
| | - S Brändlein
- Institute of Pathology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - H-D Hummel
- Translational Oncology/Early Clinical Trial Unit (ECTU), Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, Würzburg, Germany
| | - M Wiesweg
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - H-U Schildhaus
- Institute of Pathology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - J A Stratmann
- Department of Internal Medicine, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - M Sebastian
- Department of Internal Medicine, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - J Alt
- Department of Hematology, Medical Oncology & Pneumology, University Medical Center Mainz, Mainz, Germany
| | - J Buth
- Institute of Pathology, Heinrich Heine University and University Hospital of Duesseldorf, Duesseldorf, Germany
| | - I Esposito
- Institute of Pathology, Heinrich Heine University and University Hospital of Duesseldorf, Duesseldorf, Germany
| | - J Berger
- Charité Comprehensive Cancer Center, Berlin, Germany
| | - L Tögel
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - F C Saalfeld
- Clinic for Internal Medicine I, University Hospital, TU Dresden, Dresden, Germany
| | - M Wermke
- Clinic for Internal Medicine I, University Hospital, TU Dresden, Dresden, Germany
| | - S Merkelbach-Bruse
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - A M Hillmer
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, Cologne, Germany; Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
| | - F Klauschen
- Pathology Institute, Ludwig Maximilians University of Munich, Munich, Germany; German Cancer Consortium (DKTK), partner site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - C Bokemeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - R Buettner
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - J Wolf
- Department of Internal Medicine I, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - S Loges
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany; Division of Personalized Medical Oncology (A420), German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Personalized Oncology, University Hospital Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany; Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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Zavacka K, Plevova K. Chromothripsis in Chronic Lymphocytic Leukemia: A Driving Force of Genome Instability. Front Oncol 2021; 11:771664. [PMID: 34900721 PMCID: PMC8661134 DOI: 10.3389/fonc.2021.771664] [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: 09/06/2021] [Accepted: 11/01/2021] [Indexed: 11/22/2022] Open
Abstract
Chromothripsis represents a mechanism of massive chromosome shattering and reassembly leading to the formation of derivative chromosomes with abnormal functions and expression. It has been observed in many cancer types, importantly, including chronic lymphocytic leukemia (CLL). Due to the associated chromosomal rearrangements, it has a significant impact on the pathophysiology of the disease. Recent studies have suggested that chromothripsis may be more common than initially inferred, especially in CLL cases with adverse clinical outcome. Here, we review the main features of chromothripsis, the challenges of its assessment, and the potential benefit of its detection. We summarize recent findings of chromothripsis occurrence across hematological malignancies and address its causes and consequences in the context of CLL clinical features, as well as chromothripsis-related molecular abnormalities described in published CLL studies. Furthermore, we discuss the use of the current knowledge about genome functions associated with chromothripsis in the optimization of treatment strategies in CLL.
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Affiliation(s)
- Kristyna Zavacka
- Department of Internal Medicine - Hematology and Oncology, University Hospital Brno & Faculty of Medicine, Masaryk University, Brno, Czechia.,Center of Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Karla Plevova
- Department of Internal Medicine - Hematology and Oncology, University Hospital Brno & Faculty of Medicine, Masaryk University, Brno, Czechia.,Center of Molecular Medicine, Central European Institute of Technology, Masaryk University, Brno, Czechia.,Institute of Medical Genetics and Genomics, University Hospital Brno & Masaryk University, Brno, Czechia
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Heilig CE, Horak P, Kreutzfeldt S, Teleanu V, Mock A, Renner M, Bhatti IA, Hutter B, Hüllein J, Fröhlich M, Uhrig S, Süße H, Heiligenthal L, Ochsenreither S, Illert AL, Vogel A, Desuki A, Heinemann V, Heidegger S, Bitzer M, Scheytt M, Brors B, Hübschmann D, Baretton G, Stenzinger A, Steindorf K, Benner A, Jäger D, Heining C, Glimm H, Fröhling S, Schlenk RF. Rationale and design of the CRAFT (Continuous ReAssessment with Flexible ExTension in Rare Malignancies) multicenter phase II trial. ESMO Open 2021; 6:100310. [PMID: 34808524 PMCID: PMC8609144 DOI: 10.1016/j.esmoop.2021.100310] [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: 10/22/2021] [Accepted: 10/27/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Approvals of cancer therapeutics are primarily disease entity specific. Current molecular diagnostic approaches frequently identify actionable alterations in rare cancers or rare subtypes of common cancers for which the corresponding treatments are not approved and unavailable within clinical trials due to entity-related eligibility criteria. Access may be negotiated with health insurances. However, approval rates vary, and critical information required for a scientific evaluation of treatment-associated risks and benefits is not systematically collected. Thus clinical trials with optimized patient selection and comprehensive molecular characterization are essential for translating experimental treatments into standard care. PATIENTS AND METHODS Continuous ReAssessment with Flexible ExTension in Rare Malignancies (CRAFT) is an open-label phase II trial for adults with pretreated, locally advanced, or metastatic solid tumors. Based on the evaluation by a molecular tumor board, patients are assigned to combinations of six molecularly targeted agents and a programmed death-ligand 1 (PD-L1) antagonist within seven study arms focusing on (i) BRAF V600 mutations; (ii) ERBB2 amplification and/or overexpression, activating ERBB2 mutations; (iii) ALK rearrangements, activating ALK mutations; (iv and v) activating PIK3CA and AKT mutations, other aberrations predicting increased PI3K-AKT pathway activity; (vi) aberrations predicting increased RAF-MEK-ERK pathway activity; (vii) high tumor mutational burden and other alterations predicting sensitivity to PD-L1 inhibition. The primary endpoint is the disease control rate (DCR) at week 16; secondary and exploratory endpoints include the progression-free survival ratio, overall survival, and patient-reported outcomes. Using Simon's optimal two-stage design, 14 patients are accrued for each study arm. If three or fewer patients achieve disease control, the study arm is stopped. Otherwise, 11 additional patients are accrued. If the DCR exceeds 7 of 25 patients, the null hypothesis is rejected for the respective study arm. CONCLUSIONS CRAFT was activated in October 2021 and will recruit at 10 centers in Germany. TRIAL REGISTRATION NUMBERS EudraCT: 2019-003192-18; ClinicalTrials.gov: NCT04551521.
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Affiliation(s)
- C E Heilig
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - P Horak
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - S Kreutzfeldt
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - V Teleanu
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - A Mock
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - M Renner
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - I A Bhatti
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - B Hutter
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany; Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - J Hüllein
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - M Fröhlich
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany; Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - S Uhrig
- Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany; Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - H Süße
- NCT Trial Center, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - L Heiligenthal
- NCT Trial Center, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - S Ochsenreither
- Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, Berlin, Germany; DKTK, Berlin, Germany
| | - A L Illert
- Comprehensive Cancer Center Freiburg, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Department of Internal Medicine I, University of Freiburg Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany; DKTK, Freiburg, Germany
| | - A Vogel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - A Desuki
- University Cancer Center Mainz, Johannes Gutenberg University Mainz, Mainz, Germany; DKTK, Mainz, Germany; Third Medical Department, University Medical Center, Mainz, Germany
| | - V Heinemann
- Department of Medicine III, University Hospital, Ludwig Maximilians University Munich, Munich, Germany; DKTK, Munich, Germany
| | - S Heidegger
- DKTK, Munich, Germany; Department of Medicine III, School of Medicine, Technical University of Munich, Munich, Germany
| | - M Bitzer
- Center for Personalized Medicine, Eberhard-Karls University, Tübingen, Germany; Department of Internal Medicine I, University Hospital, Eberhard-Karls University, Tübingen, Germany; DKTK, Tübingen, Germany
| | - M Scheytt
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany; Department of Internal Medicine II, Würzburg University Medical Center, Würzburg, Germany
| | - B Brors
- German Cancer Consortium (DKTK), Heidelberg, Germany; Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - D Hübschmann
- German Cancer Consortium (DKTK), Heidelberg, Germany; Computational Oncology Group, Molecular Precision Oncology Program, NCT Heidelberg and DKFZ, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine, Heidelberg, Germany
| | - G Baretton
- Institute for Pathology, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - A Stenzinger
- German Cancer Consortium (DKTK), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - K Steindorf
- Division of Physical Activity, Prevention and Cancer, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - A Benner
- Division of Biostatistics, DKFZ, Heidelberg, Germany
| | - D Jäger
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - C Heining
- Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany; Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany
| | - H Glimm
- Department of Translational Medical Oncology, NCT Dresden and DKFZ, Dresden, Germany; Center for Personalized Oncology, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany; DKTK, Dresden, Germany
| | - S Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - R F Schlenk
- German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany; Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany; NCT Trial Center, NCT Heidelberg and DKFZ, Heidelberg, Germany.
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Borchert F, Mock A, Tomczak A, Hügel J, Alkarkoukly S, Knurr A, Volckmar AL, Stenzinger A, Schirmacher P, Debus J, Jäger D, Longerich T, Fröhling S, Eils R, Bougatf N, Sax U, Schapranow MP. Knowledge bases and software support for variant interpretation in precision oncology. Brief Bioinform 2021; 22:bbab134. [PMID: 33971666 PMCID: PMC8574624 DOI: 10.1093/bib/bbab134] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 03/10/2021] [Accepted: 03/30/2021] [Indexed: 12/12/2022] Open
Abstract
Precision oncology is a rapidly evolving interdisciplinary medical specialty. Comprehensive cancer panels are becoming increasingly available at pathology departments worldwide, creating the urgent need for scalable cancer variant annotation and molecularly informed treatment recommendations. A wealth of mainly academia-driven knowledge bases calls for software tools supporting the multi-step diagnostic process. We derive a comprehensive list of knowledge bases relevant for variant interpretation by a review of existing literature followed by a survey among medical experts from university hospitals in Germany. In addition, we review cancer variant interpretation tools, which integrate multiple knowledge bases. We categorize the knowledge bases along the diagnostic process in precision oncology and analyze programmatic access options as well as the integration of knowledge bases into software tools. The most commonly used knowledge bases provide good programmatic access options and have been integrated into a range of software tools. For the wider set of knowledge bases, access options vary across different parts of the diagnostic process. Programmatic access is limited for information regarding clinical classifications of variants and for therapy recommendations. The main issue for databases used for biological classification of pathogenic variants and pathway context information is the lack of standardized interfaces. There is no single cancer variant interpretation tool that integrates all identified knowledge bases. Specialized tools are available and need to be further developed for different steps in the diagnostic process.
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Affiliation(s)
- Florian Borchert
- Digital Health Center, Hasso Plattner Institute (HPI), University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
| | - Andreas Mock
- Department of Translational Medical Oncology (TMO), National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Aurelie Tomczak
- Institute of Pathology Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 224, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Jonas Hügel
- Department of Medical Informatics, University Medical Center Göttingen, Von-Siebold-Str. 3, 37099 Göttingen, Germany
- Campus Institute Data Science, Göttingen, Germany
| | - Samer Alkarkoukly
- CECAD, Faculty of Medicine and University Hospital Cologne, University of Cologne, Joseph-Stelzmann-Straße 26, 50931 Cologne
| | - Alexander Knurr
- Division of Medical Informatics for Translational Oncology, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 224, 69120 Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 224, 69120 Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 224, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Jürgen Debus
- Department of Radiation Oncology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
- Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - Dirk Jäger
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
- Clinical Coorporation Unit Applied Tumor-Immunity, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Thomas Longerich
- Institute of Pathology Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 224, 69120 Heidelberg, Germany
- Liver Cancer Center Heidelberg, Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Medical Oncology (TMO), National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Roland Eils
- Health Data Science Unit, Heidelberg University Hospital, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
- Center for Digital Health, Berlin Institute of Health and Charité Universitötsmedizin Berlin, Kapelle-Ufer 2, 10117 Berlin, Germany
| | - Nina Bougatf
- Department of Radiation Oncology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg University Hospital, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ) Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
- Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - Ulrich Sax
- Department of Medical Informatics, University Medical Center Göttingen, Von-Siebold-Str. 3, 37099 Göttingen, Germany
- Campus Institute Data Science, Göttingen, Germany
| | - Matthieu-P Schapranow
- Digital Health Center, Hasso Plattner Institute (HPI), University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
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Maurus K, Kosnopfel C, Kneitz H, Appenzeller S, Schrama D, Glutsch V, Roth S, Gerhard-Hartmann E, Rosenfeldt M, Möhrmann L, Fröhlich M, Hübschmann D, Stenzinger A, Glimm H, Fröhling S, Goebeler M, Rosenwald A, Kutzner H, Schilling B. Cutaneous epithelioid hemangiomas show somatic mutations in the MAPK pathway. Br J Dermatol 2021; 186:553-563. [PMID: 34726260 DOI: 10.1111/bjd.20869] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Epithelioid hemangioma (EH) arising from the skin is a benign vascular tumor with marked inflammatory cell infiltration, which exhibits a high tendency to persist and frequently recurs after resection. So far, the underlying pathogenesis is largely elusive. OBJECTIVES To identify genetic alterations by next-generation-sequencing and/or droplet digital PCR (ddPCR) in cutaneous EH. METHODS DNA and RNA from an EH lesion of an index patient were subjected to whole genome and RNA sequencing. Multiplex PCR-based panel sequencing of genomic DNA isolated from archival formalin-fixed paraffin-embedded (FFPE) tissue of 18 cutaneous EH patients was performed. ddPCR was used to confirm mutations. RESULTS We identified somatic mutations in genes of the MAPK pathway (MAP2K1 and KRAS) in cutaneous EH biopsies. By ddPCR we could confirm the recurrent presence of activating, low-frequency mutations affecting MAP2K1. In total, 9 out of 18 analyzed patients showed activating MAPK pathway mutations, which were mutually exclusive. Comparative analysis of tissue areas enriched for lymphatic infiltrate or aberrant endothelial cells, respectively, revealed an association of these mutations with the presence of endothelial cells. CONCLUSIONS Taken together, our data suggest that EH shows somatic mutations in genes of the MAPK pathway which might contribute to the formation of this benign tumor.
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Affiliation(s)
- K Maurus
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - C Kosnopfel
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - H Kneitz
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - S Appenzeller
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - D Schrama
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - V Glutsch
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - S Roth
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | | | - M Rosenfeldt
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - L Möhrmann
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany
- Faculty of Medicine, University Hospital Carl Gustav Carus Dresden, Technische Universität Dresden, Dresden, Germany
- Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden, Technische Universität Dresden, Dresden, Germany
| | - M Fröhlich
- Computational Oncology Group, Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - D Hübschmann
- Computational Oncology Group, Molecular Diagnostics Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany
- German Cancer Consortium (DKTK), Dresden, Germany
| | - A Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - H Glimm
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), Dresden, Germany
- Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden, Technische Universität Dresden, Dresden, Germany
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - S Fröhling
- German Cancer Consortium (DKTK), Dresden, Germany
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - M Goebeler
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - A Rosenwald
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - H Kutzner
- Dermatopathology, Friedrichshafen, Germany
| | - B Schilling
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
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Schmitt M, Sinnberg T, Niessner H, Forschner A, Garbe C, Macek B, Nalpas NC. Individualized Proteogenomics Reveals the Mutational Landscape of Melanoma Patients in Response to Immunotherapy. Cancers (Basel) 2021; 13:cancers13215411. [PMID: 34771574 PMCID: PMC8582461 DOI: 10.3390/cancers13215411] [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: 09/29/2021] [Revised: 10/21/2021] [Accepted: 10/22/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Melanoma is the most aggressive form of skin cancer, with a rapidly increasing incidence rate. Due to ineffective treatment options in the late stage melanoma, patients have an overall poor prognosis. Over the last decades, the role of the immune system in the control of tumor progression has been established and immune checkpoint inhibitors (ICi) have shown remarkable clinical activity. While current trials suggest durable responses in patient under ICi therapy, there is increasing evidence pointing towards existence of innate and acquired resistance to ICi therapy; and it is now clear that personalized medicine will be critical for effective patient therapy. Proteogenomics is a powerful tool to study the mode of action of disease-associated mutations at the genome, transcriptome, proteome and PTM level. Here, we applied a proteogenomic workflow to study melanoma samples from human tumors. Such workflow may be applicable to other patient-derived samples and different cancer types. Abstract Immune checkpoint inhibitors are used to restore or augment antitumor immune responses and show great promise in the treatment of melanoma and other types of cancers. However, only a small percentage of patients are fully responsive to immune checkpoint inhibition, mostly due to tumor heterogeneity and primary resistance to therapy. Both of these features are largely driven by the accumulation of patient-specific mutations, pointing to the need for personalized approaches in diagnostics and immunotherapy. Proteogenomics integrates patient-specific genomic and proteomic data to study cancer development, tumor heterogeneity and resistance mechanisms. Using this approach, we characterized the mutational landscape of four clinical melanoma patients. This enabled the quantification of hundreds of sample-specific amino acid variants, among them many that were previously not reported in melanoma. Changes in abundance at the protein and phosphorylation site levels revealed patient-specific over-represented pathways, notably linked to melanoma development (MAPK1 activation) or immunotherapy (NLRP1 inflammasome). Personalized data integration resulted in the prediction of protein drug targets, such as the drugs vandetanib and bosutinib, which were experimentally validated and led to a reduction in the viability of tumor cells. Our study emphasizes the potential of proteogenomic approaches to study personalized mutational landscapes, signaling networks and therapy options.
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Affiliation(s)
- Marisa Schmitt
- Quantitative Proteomics, University of Tübingen, 72074 Tübingen, Germany;
| | - Tobias Sinnberg
- Division of Dermatooncology, University of Tübingen, 72074 Tübingen, Germany; (T.S.); (H.N.); (A.F.); (C.G.)
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72074 Tübingen, Germany
| | - Heike Niessner
- Division of Dermatooncology, University of Tübingen, 72074 Tübingen, Germany; (T.S.); (H.N.); (A.F.); (C.G.)
| | - Andrea Forschner
- Division of Dermatooncology, University of Tübingen, 72074 Tübingen, Germany; (T.S.); (H.N.); (A.F.); (C.G.)
| | - Claus Garbe
- Division of Dermatooncology, University of Tübingen, 72074 Tübingen, Germany; (T.S.); (H.N.); (A.F.); (C.G.)
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72074 Tübingen, Germany
| | - Boris Macek
- Quantitative Proteomics, University of Tübingen, 72074 Tübingen, Germany;
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72074 Tübingen, Germany
- Correspondence: (B.M.); (N.C.N.); Tel.: +49-(0)7-0712970556 (B.M.); +49-(0)7-0712970552 (N.C.N.)
| | - Nicolas C. Nalpas
- Quantitative Proteomics, University of Tübingen, 72074 Tübingen, Germany;
- Correspondence: (B.M.); (N.C.N.); Tel.: +49-(0)7-0712970556 (B.M.); +49-(0)7-0712970552 (N.C.N.)
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Matrood S, Apostolidis L, Schrader J, Krug S, Lahner H, Ramaswamy A, Librizzi D, Kender Z, Kröcher A, Kreutzfeldt S, Gress TM, Rinke A. Multicenter Analysis of Presacral Neuroendocrine Neoplasms-Clinicopathological Characterization and Treatment Outcomes of a Rare Disease. Front Endocrinol (Lausanne) 2021; 12:709256. [PMID: 34690926 PMCID: PMC8527170 DOI: 10.3389/fendo.2021.709256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 09/10/2021] [Indexed: 11/17/2022] Open
Abstract
Background and Aims Neuroendocrine neoplasms (NENs) of the presacral space are an extremely rare disease entity with largely unknown outcome and no established standard of care treatment. Therefore, we wanted to analyze clinical presentation, histopathological findings, treatment outcomes, and prognosis in a multicentric patient cohort. Methods We searched local databases of six German NEN centers for patients with presacral NEN. Retrospective descriptive analyses of age, sex, stage at diagnosis, symptoms, grade, immunohistochemical investigations, biomarkers, treatment, and treatment outcome were performed. Kaplan-Meier analysis was used to determine median overall survival. Results We identified 17 patients (11 female, 6 male) with a median age of 50 years (range, 35-66) at diagnosis. Twelve cases presented initially with distant metastases including bone metastases in nine cases. On pathological review the majority of patients had well-differentiated G2 tumors. Immunohistochemical profile resembled rectal NENs. All but one patient had non-functioning tumors. Somatostatin receptor imaging was positive in 14 of 15 investigated cases. Eight patients were treated surgically including palliative resections; 14 patients received somatostatin analogs with limited efficacy. With 14 PRRTs completed, 79% showed clinical benefit, whereas only one patient with neuroendocrine carcinoma (NEC) responded to chemotherapy. Treatment with everolimus in three patients was not successful, whereas cabozantinib resulted in a disease stabilization in a heavily pretreated patient. During a median observation period of 44.5 months, 6 patients died. Median overall survival was not reached. Conclusion Presacral NEN are histopathologically similar to rectal NENs. Presacral NEN should be considered as possible primary in NEN of unknown primary. The majority of tumors is non-functioning and somatostatin receptor positive. PRRT demonstrated promising activity; tyrosine kinase inhibitors warrant further investigations. Further molecular characterization and prospective evaluation of this rare tumor entity are needed.
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Affiliation(s)
- Sami Matrood
- Department of Gastroenterology and Endocrinology, UKGM Marburg and Philipps University, Marburg, Germany
| | - Leonidas Apostolidis
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Heidelberg, Germany
| | - Jörg Schrader
- I. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sebastian Krug
- Clinic for Internal Medicine I, Martin-Luther University Halle/Wittenberg, Halle, Germany
| | - Harald Lahner
- Department of Endocrinology and Metabolism, University Hospital Essen, Essen, Germany
| | - Annette Ramaswamy
- Institute of Pathology, UKGM Marburg and Philipps University, Marburg, Germany
| | - Damiano Librizzi
- Department of Nuclear Medicine, UKGM Marburg and Philipps University, Marburg, Germany
| | - Zoltan Kender
- Department of Internal Medicine I and Clinical Chemistry, Heidelberg University Hospital, Heidelberg, Germany
| | - Anke Kröcher
- Clinic for Internal Medicine I, University Hospital Carl Gustav Carus Dresden, Dresden, Germany
| | - Simon Kreutzfeldt
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Matthias Gress
- Department of Gastroenterology and Endocrinology, UKGM Marburg and Philipps University, Marburg, Germany
| | - Anja Rinke
- Department of Gastroenterology and Endocrinology, UKGM Marburg and Philipps University, Marburg, Germany
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42
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Hirsch S, Dikow N, Pfister SM, Pajtler KW. Cancer predisposition in pediatric neuro-oncology-practical approaches and ethical considerations. Neurooncol Pract 2021; 8:526-538. [PMID: 34594567 DOI: 10.1093/nop/npab031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
A genetic predisposition to tumor development can be identified in up to 10% of pediatric patients with central nervous system (CNS) tumors. For some entities, the rate of an underlying predisposition is even considerably higher. In recent years, population-based approaches have helped to further delineate the role of cancer predisposition in pediatric oncology. Investigations for cancer predisposition syndrome (CPS) can be guided by clinical signs and family history leading to directed testing of specific genes. The increasingly adopted molecular analysis of tumor and often parallel blood samples with multi-gene panel, whole-exome, or whole-genome sequencing identifies additional patients with or without clinical signs. Diagnosis of a genetic predisposition may put an additional burden on affected families. However, information on a given cancer predisposition may be critical for the patient as potentially influences treatment decisions and may offer the patient and healthy carriers the chance to take part in intensified surveillance programs aiming at early tumor detection. In this review, we discuss some of the practical and ethical challenges resulting from the widespread use of new diagnostic techniques and the most important CPS that may manifest with brain tumors in childhood.
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Affiliation(s)
- Steffen Hirsch
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Nicola Dikow
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
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43
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Franks PW, Melén E, Friedman M, Sundström J, Kockum I, Klareskog L, Almqvist C, Bergen SE, Czene K, Hägg S, Hall P, Johnell K, Malarstig A, Catrina A, Hagström H, Benson M, Gustav Smith J, Gomez MF, Orho-Melander M, Jacobsson B, Halfvarson J, Repsilber D, Oresic M, Jern C, Melin B, Ohlsson C, Fall T, Rönnblom L, Wadelius M, Nordmark G, Johansson Å, Rosenquist R, Sullivan PF. Technological readiness and implementation of genomic-driven precision medicine for complex diseases. J Intern Med 2021; 290:602-620. [PMID: 34213793 DOI: 10.1111/joim.13330] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 03/21/2021] [Accepted: 04/12/2021] [Indexed: 12/20/2022]
Abstract
The fields of human genetics and genomics have generated considerable knowledge about the mechanistic basis of many diseases. Genomic approaches to diagnosis, prognostication, prevention and treatment - genomic-driven precision medicine (GDPM) - may help optimize medical practice. Here, we provide a comprehensive review of GDPM of complex diseases across major medical specialties. We focus on technological readiness: how rapidly a test can be implemented into health care. Although these areas of medicine are diverse, key similarities exist across almost all areas. Many medical areas have, within their standards of care, at least one GDPM test for a genetic variant of strong effect that aids the identification/diagnosis of a more homogeneous subset within a larger disease group or identifies a subset with different therapeutic requirements. However, for almost all complex diseases, the majority of patients do not carry established single-gene mutations with large effects. Thus, research is underway that seeks to determine the polygenic basis of many complex diseases. Nevertheless, most complex diseases are caused by the interplay of genetic, behavioural and environmental risk factors, which will likely necessitate models for prediction and diagnosis that incorporate genetic and non-genetic data.
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Affiliation(s)
- P W Franks
- From the, Department of Clinical Sciences, Lund University Diabetes Center, Lund University, Malmö, Sweden.,Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
| | - E Melén
- Department of Clinical Science and Education Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - M Friedman
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - J Sundström
- Department of Cardiology, Akademiska Sjukhuset, Uppsala, Sweden.,George Institute for Global Health, Camperdown, NSW, Australia.,Medical Sciences, Uppsala University, Uppsala, Sweden
| | - I Kockum
- Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - L Klareskog
- Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Department of Rheumatology, Karolinska Institutet, Stockholm, Sweden
| | - C Almqvist
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - S E Bergen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - K Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - S Hägg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - P Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Department of Oncology, Södersjukhuset, Stockholm, Sweden
| | - K Johnell
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - A Malarstig
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Pfizer, Worldwide Research and Development, Stockholm, Sweden
| | - A Catrina
- Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - H Hagström
- Department of Medicine, Karolinska Institutet, Stockholm, Sweden.,Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
| | - M Benson
- Department of Pediatrics, Linkopings Universitet, Linkoping, Sweden.,Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
| | - J Gustav Smith
- Department of Cardiology and Wallenberg Center for Molecular Medicine, Clinical Sciences, Lund University and Skåne University Hospital, Lund, Sweden.,Department of Molecular and Clinical Medicine, Institute of Medicine, Gothenburg University and Sahlgrenska University Hospital, Gothenburg, Sweden
| | - M F Gomez
- From the, Department of Clinical Sciences, Lund University Diabetes Center, Lund University, Malmö, Sweden
| | - M Orho-Melander
- From the, Department of Clinical Sciences, Lund University Diabetes Center, Lund University, Malmö, Sweden
| | - B Jacobsson
- Division of Health Data and Digitalisation, Norwegian Institute of Public Health, Genetics and Bioinformatics, Oslo, Norway.,Department of Obstetrics and Gynecology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Obstetrics and Gynecology, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden
| | - J Halfvarson
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | - D Repsilber
- Functional Bioinformatics, Örebro University, Örebro, Sweden
| | - M Oresic
- School of Medical Sciences, Örebro University, Örebro, Sweden.,Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, FI, Finland
| | - C Jern
- Department of Clinical Genetics and Genomics, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Laboratory Medicine, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - B Melin
- Department of Radiation Sciences, Oncology, Umeå Universitet, Umeå, Sweden
| | - C Ohlsson
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, CBAR, University of Gothenburg, Gothenburg, Sweden.,Department of Drug Treatment, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - T Fall
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala, Sweden
| | - L Rönnblom
- Department of Medical Sciences, Rheumatology & Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - M Wadelius
- Department of Medical Sciences, Clinical Pharmacogenomics & Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - G Nordmark
- Department of Medical Sciences, Rheumatology & Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Å Johansson
- Institute for Immunology, Genetics, and Pathology, Uppsala University, Uppsala, Sweden
| | - R Rosenquist
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - P F Sullivan
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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44
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Horak P, Leichsenring J, Goldschmid H, Kreutzfeldt S, Kazdal D, Teleanu V, Endris V, Gieldon L, Allgäuer M, Volckmar AL, Dikow N, Renner M, Kirchner M, Penzel R, Ploeger C, Brandt R, Seker-Cin H, Budczies J, Heilig CE, Neumann O, Schaaf CP, Schirmacher P, Fröhling S, Stenzinger A. Assigning evidence to actionability: An introduction to variant interpretation in precision cancer medicine. Genes Chromosomes Cancer 2021; 61:303-313. [PMID: 34331337 DOI: 10.1002/gcc.22987] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 07/25/2021] [Indexed: 12/15/2022] Open
Abstract
Modern concepts in precision cancer medicine are based on increasingly complex genomic analyses and require standardized criteria for the functional evaluation and reporting of detected genomic alterations in order to assess their clinical relevance. In this article, we propose and address the necessary steps in systematic variant evaluation consisting of bioinformatic analysis, functional annotation and clinical interpretation, focusing on the latter two aspects. We discuss the role and clinical application of current variant classification systems and point out their scope and limitations. Finally, we highlight the significance of the molecular tumor board as a platform for clinical decision-making based on genomic analyses.
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Affiliation(s)
- Peter Horak
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Jonas Leichsenring
- Institut für Pathologie, Zytologie und molekulare Diagnostik, Regiomed Klinikum Coburg, Coburg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Hannah Goldschmid
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Simon Kreutzfeldt
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany
| | - Daniel Kazdal
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany
| | - Veronica Teleanu
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Laura Gieldon
- Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Nicola Dikow
- Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Marcus Renner
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Roland Penzel
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Carolin Ploeger
- Center for Personalized Medicine (ZPM), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Regine Brandt
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Huriye Seker-Cin
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Budczies
- German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany
| | - Christoph E Heilig
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Peter Schirmacher
- German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Center for Personalized Medicine (ZPM), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Albrecht Stenzinger
- German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.,Center for Personalized Medicine (ZPM), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany
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45
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Westphal D, Garzarolli M, Sergon M, Horak P, Hutter B, Becker JC, Wiegel M, Maczey E, Blum S, Grosche-Schlee S, Rütten A, Ugurel S, Stenzinger A, Glimm H, Aust D, Baretton G, Beissert S, Fröhling S, Redler S, Surowy H, Meier F. High tumour mutational burden and EGFR/MAPK pathway activation are therapeutic targets in metastatic porocarcinoma. Br J Dermatol 2021; 185:1186-1199. [PMID: 34185311 DOI: 10.1111/bjd.20604] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2021] [Indexed: 01/25/2023]
Abstract
BACKGROUND Eccrine porocarcinoma (EPC) is a rare skin cancer arising from the eccrine sweat glands. Due to the lack of effective therapies, metastasis is associated with a high mortality rate. OBJECTIVES To investigate the drivers of EPC progression. METHODS We carried out genomic and transcriptomic profiling of metastatic EPC (mEPC), validation of the observed alterations in an EPC patient-derived cell line, confirmation of relevant observations in a large patient cohort of 30 tumour tissues, and successful treatment of a patient with mEPC under the identified treatment regimens. RESULTS mEPC was characterized by a high tumour mutational burden (TMB) with an ultraviolet signature, widespread copy number alterations and gene expression changes that affected cancer-relevant cellular processes such as cell cycle regulation and proliferation, including a pathogenic TP53 (tumour protein 53) mutation, a copy number deletion in the CDKN2A (cyclin dependent kinase inhibitor 2A) region and a CTNND1/PAK1 [catenin delta 1/p21 (RAC1) activated kinase 1] gene fusion. The overexpression of EGFR (epidermal growth factor receptor), PAK1 and MAP2K1 (mitogen-activated protein kinase kinase 1; also known as MEK1) genes translated into strong protein expression and respective pathway activation in the tumour tissue. Furthermore, a patient-derived cell line was sensitive to EGFR and MEK inhibition, confirming the functional relevance of the pathway activation. Immunohistochemistry analyses in a large patient cohort showed the relevance of the observed changes to the pathogenesis of EPC. Our results indicate that mEPC should respond to immune or kinase inhibitor therapy. Indeed, the advanced disease of our index patient was controlled by EGFR-directed therapy and immune checkpoint inhibition for more than 2 years. CONCLUSIONS Molecular profiling demonstrated high TMB and EGFR/MAPK pathway activation to be novel therapeutic targets in mEPC.
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Affiliation(s)
- D Westphal
- Department of Dermatology, University Hospital Carl Gustav Carus at Technische Universität (TU) Dresden, Dresden, Germany.,National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany; and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
| | - M Garzarolli
- Department of Dermatology, University Hospital Carl Gustav Carus at Technische Universität (TU) Dresden, Dresden, Germany
| | - M Sergon
- Institute of Pathology, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
| | - P Horak
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and DKFZ, Heidelberg, Germany
| | - B Hutter
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Computational Oncology, Molecular Diagnostics Program, NCT Heidelberg and DKFZ, Heidelberg, Germany.,Division of Applied Bioinformatics, DKFZ, Heidelberg, Germany
| | - J C Becker
- Department of Dermatology, University Hospital Essen, Essen, Germany.,Translational Skin Cancer Research, DKTK, Partner Site Essen, Essen, Germany
| | - M Wiegel
- Department of Dermatology, University Hospital Carl Gustav Carus at Technische Universität (TU) Dresden, Dresden, Germany
| | - E Maczey
- Department of Dermatology, University Medical Center Tübingen, Tübingen, Germany
| | - S Blum
- Institute and Policlinic of Diagnostic and Interventional Radiology, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
| | - S Grosche-Schlee
- Clinic and Policlinic of Nuclear Medicine, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
| | - A Rütten
- Dermatopathology Friedrichshafen, Friedrichshafen, Germany
| | - S Ugurel
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | - A Stenzinger
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - H Glimm
- Translational Functional Cancer Genomics, NCT Heidelberg and DKFZ, Heidelberg, Germany.,Department of Translational Medical Oncology NCT Dresden and DKFZ, Dresden, Germany.,Center for Personalized Oncology, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany.,DKTK, Dresden, Germany
| | - D Aust
- National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany; and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany.,Institute of Pathology, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany.,Tumor and Normal Tissue Bank of the UCC/NCT Site Dresden, NCT Dresden and University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
| | - G Baretton
- National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany; and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany.,Institute of Pathology, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany.,Tumor and Normal Tissue Bank of the UCC/NCT Site Dresden, NCT Dresden and University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
| | - S Beissert
- Department of Dermatology, University Hospital Carl Gustav Carus at Technische Universität (TU) Dresden, Dresden, Germany.,National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany; and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
| | - S Fröhling
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and DKFZ, Heidelberg, Germany
| | - S Redler
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - H Surowy
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - F Meier
- Department of Dermatology, University Hospital Carl Gustav Carus at Technische Universität (TU) Dresden, Dresden, Germany.,National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany; and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany.,Skin Cancer Center at the University Cancer Center Dresden, University Hospital Carl Gustav Carus at TU Dresden, Dresden, Germany
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46
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Laßmann S, Hummel M. [Molecular tumor boards - insights and perspectives]. DER PATHOLOGE 2021; 42:357-362. [PMID: 34170386 DOI: 10.1007/s00292-021-00955-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/10/2021] [Indexed: 10/21/2022]
Abstract
The rapid development of molecular technologies and targeted therapies has fostered the implementation of specialized tumor conferences, known as molecular tumor boards (MTBs). MTBs become particularly important when treatment recommendations are needed based on molecular alterations beyond the approved targeted therapies. While an MTB's goals are based on individualized diagnostics and therapies of tumor patients using innovative technologies and biomarkers, the procedures of MTBs are still quite heterogeneous. This applies to the primary inclusion criteria for tumor patients, the composition of MTBs, the applied diagnostic tests and their assessment and reporting, the evaluation of their clinical value and implementation in a therapeutic strategy, and the associated quality assurance measurements as well as knowledge-gaining, economical, legal, and ethical aspects.This article provides an overview of the spectrum of MTBs, their challenges, and the potential for individualized cancer medicine.
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Affiliation(s)
- Silke Laßmann
- Institut für Klinische Pathologie, Universitätsklinikum Freiburg, Breisacher Str. 115A, 79106, Freiburg, Deutschland.
| | - Michael Hummel
- Institut für Pathologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
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47
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Mock A, Plath M, Moratin J, Tapken MJ, Jäger D, Krauss J, Fröhling S, Hess J, Zaoui K. EGFR and PI3K Pathway Activities Might Guide Drug Repurposing in HPV-Negative Head and Neck Cancers. Front Oncol 2021; 11:678966. [PMID: 34178665 PMCID: PMC8226088 DOI: 10.3389/fonc.2021.678966] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 05/13/2021] [Indexed: 12/18/2022] Open
Abstract
While genetic alterations in Epidermal growth factor receptor (EGFR) and PI3K are common in head and neck squamous cell carcinomas (HNSCC), their impact on oncogenic signaling and cancer drug sensitivities remains elusive. To determine their consequences on the transcriptional network, pathway activities of EGFR, PI3K, and 12 additional oncogenic pathways were inferred in 498 HNSCC samples of The Cancer Genome Atlas using PROGENy. More than half of HPV-negative HNSCC showed a pathway activation in EGFR or PI3K. An amplification in EGFR and a mutation in PI3KCA resulted in a significantly higher activity of the respective pathway (p = 0.017 and p = 0.007). Interestingly, both pathway activations could only be explained by genetic alterations in less than 25% of cases indicating additional molecular events involved in the downstream signaling. Suitable in vitro pathway models could be identified in a published drug screen of 45 HPV-negative HNSCC cell lines. An active EGFR pathway was predictive for the response to the PI3K inhibitor buparlisib (p = 6.36E-03) and an inactive EGFR and PI3K pathway was associated with efficacy of the B-cell lymphoma (BCL) inhibitor navitoclax (p = 9.26E-03). In addition, an inactive PI3K pathway correlated with a response to multiple Histone deacetylase inhibitor (HDAC) inhibitors. These findings require validation in preclinical models and clinical studies.
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Affiliation(s)
- Andreas Mock
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Heidelberg, Germany.,Division of Translational Medical Oncology, NCT Heidelberg, German Cancer Center (DKFZ), Heidelberg, Germany
| | - Michaela Plath
- Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Julius Moratin
- Department of Oral and Cranio-Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Maria Johanna Tapken
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Heidelberg, Germany
| | - Dirk Jäger
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen Krauss
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, NCT Heidelberg, German Cancer Center (DKFZ), Heidelberg, Germany
| | - Jochen Hess
- Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany.,Molecular Mechanisms of Head and Neck Tumors, DKFZ, Heidelberg, Germany
| | - Karim Zaoui
- Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany
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48
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Horak P, Heining C, Kreutzfeldt S, Hutter B, Mock A, Hullein J, Frohlich M, Uhrig S, Jahn A, Rump A, Gieldon L, Mohrmann L, Hanf D, Teleanu V, Heilig CE, Lipka DB, Allgauer M, Ruhnke L, Lassmann A, Endris V, Neumann O, Penzel R, Beck K, Richter D, Winter U, Wolf S, Pfutze K, Georg C, Meissburger B, Buchhalter I, Augustin M, Aulitzky WE, Hohenberger P, Kroiss M, Schirmacher P, Schlenk RF, Keilholz U, Klauschen F, Folprecht G, Bauer S, Siveke JT, Brandts CH, Kindler T, Boerries M, Illert AL, von Bubnoff N, Jost PJ, Spiekermann K, Bitzer M, Schulze-Osthoff K, von Kalle C, Klink B, Brors B, Stenzinger A, Schrock E, Hubschmann D, Weichert W, Glimm H, Frohling S. Comprehensive Genomic and Transcriptomic Analysis for Guiding Therapeutic Decisions in Patients with Rare Cancers. Cancer Discov 2021; 11:2780-2795. [PMID: 34112699 DOI: 10.1158/2159-8290.cd-21-0126] [Citation(s) in RCA: 106] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 05/03/2021] [Accepted: 05/25/2021] [Indexed: 11/16/2022]
Abstract
The clinical relevance of comprehensive molecular analysis in rare cancers is not established. We analyzed the molecular profiles and clinical outcomes of 1,310 patients (rare cancers, 75.5%) enrolled in a prospective observational study by the German Cancer Consortium that applies whole-genome/exome and RNA sequencing to inform the care of adults with incurable cancers. Based on 472 single and six composite biomarkers, a cross-institutional molecular tumor board provided evidence-based management recommendations, including diagnostic reevaluation, genetic counseling, and experimental treatment, in 88% of cases. Recommended therapies were administered in 362 of 1,138 patients (31.8%) and resulted in significantly improved overall response and disease control rates (23.9% and 55.3%) compared to previous therapies, translating into a progression-free survival ratio >1.3 in 35.7% of patients. These data demonstrate the benefit of molecular stratification in rare cancers and represent a resource that may promote clinical trial access and drug approvals in this underserved patient population.
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Affiliation(s)
- Peter Horak
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | - Christoph Heining
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden
| | | | - Barbara Hutter
- Division of Applied Bioinformatics, German Cancer Research Center
| | | | | | - Martina Frohlich
- Computational Oncology, Molecular Diagnostics Program, German Cancer Research Center
| | - Sebastian Uhrig
- Division of Applied Bioinformatics, German Cancer Research Center
| | - Arne Jahn
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technical University Dresden
| | - Andreas Rump
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus
| | - Laura Gieldon
- Heidelberg University Hospital, Institute of Human Genetics
| | - Lino Mohrmann
- Translational Medical Oncology, National Center for Tumor Diseases Dresden
| | - Dorothea Hanf
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden
| | - Veronica Teleanu
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | - Christoph E Heilig
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | - Daniel B Lipka
- Section Translational Cancer Epigenomics; Division Translational Medical Oncology, German Cancer Research Center
| | | | - Leo Ruhnke
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden
| | - Andreas Lassmann
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | | | - Olaf Neumann
- Department of General Pathology, University Hospital Heidelberg
| | | | - Katja Beck
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | | | - Ulrike Winter
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
| | - Stephan Wolf
- Genomics and Proteomics Core Facility, German Cancer Research Center
| | - Katrin Pfutze
- Center for Personalized Medicine, National Center for Tumor Diseases
| | - Christina Georg
- Department of Translational Oncology, National Center for Tumor Diseases
| | - Bettina Meissburger
- Sample Processing Laboratory, Molecular Diagnostics Program, German Cancer Research Center
| | - Ivo Buchhalter
- Omics IT and Data Management Core Facility, German Cancer Research Center
| | - Marinela Augustin
- Department of Hematology and Oncology, Paracelsus Medical University, Nuremberg
| | | | | | - Matthias Kroiss
- Comprehensive Cancer Center Mainfranken, University of Würzburg
| | | | - Richard F Schlenk
- NCT Clinical Trials Center, Heidelberg University Hospital and German Cancer Research Center
| | | | | | - Gunnar Folprecht
- University Cancer Center / Medical Department I, University Hospital Carl Gustav Carus
| | - Sebastian Bauer
- Department of Medical Oncology, Sarcoma Center, West German Cancer Center, University Duisburg-Essen, Medical School, Essen, Germany; DKTK partner site Essen and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Jens Thomas Siveke
- West German Cancer Center, University Hospital Essen, Bridge Institute of Experimental Tumor Therapy
| | - Christian H Brandts
- Department of Medicine, Hematology/Oncology, University Hospital Frankfurt, Goethe University
| | - Thomas Kindler
- Third Department of Medicine, University Medical Center of the Johannes Gutenberg University
| | - Melanie Boerries
- Medical Center - University Freiburg, Institute of Medical Bioinformatics and Systems Medicine
| | - Anna L Illert
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg
| | - Nikolas von Bubnoff
- Department of Hematology and Oncology, Medical Center, University of Schleswig-Holstein, Campus Lübeck
| | | | | | | | | | | | - Barbara Klink
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, TU Dresden
| | - Benedikt Brors
- Department of Applied Bioinformatics, German Cancer Research Center
| | | | - Evelin Schrock
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technical University Dresden
| | | | - Wilko Weichert
- Institute of General Pathology and Pathological Anatomy, Technical University of Munich
| | - Hanno Glimm
- Department of Translational Oncology, NCT National Center for Tumor Diseases
| | - Stefan Frohling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg
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49
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Stenzinger A, Edsjö A, Ploeger C, Friedman M, Fröhling S, Wirta V, Seufferlein T, Botling J, Duyster J, Akhras M, Thimme R, Fioretos T, Bitzer M, Cavelier L, Schirmacher P, Malek N, Rosenquist R. Trailblazing precision medicine in Europe: A joint view by Genomic Medicine Sweden and the Centers for Personalized Medicine, ZPM, in Germany. Semin Cancer Biol 2021; 84:242-254. [PMID: 34033893 DOI: 10.1016/j.semcancer.2021.05.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 05/18/2021] [Indexed: 12/13/2022]
Abstract
Over the last decades, rapid technological and scientific advances have led to a merge of molecular sciences and clinical medicine, resulting in a better understanding of disease mechanisms and the development of novel therapies that exploit specific molecular lesions or profiles driving disease. Precision oncology is here used as an example, illustrating the potential of precision/personalized medicine that also holds great promise in other medical fields. Real-world implementation can only be achieved by dedicated healthcare connected centers which amass and build up interdisciplinary expertise reflecting the complexity of precision medicine. Networks of such centers are ideally suited for a nation-wide outreach offering access to precision medicine to patients independent of their place of residence. Two of these multicentric initiatives, Genomic Medicine Sweden (GMS) and the Centers for Personalized Medicine (ZPM) initiative in Germany have teamed up to present and share their views on core concepts, potentials, challenges, and future developments in precision medicine. Together with other initiatives worldwide, GMS and ZPM aim at providing a robust and sustainable framework, covering all components from technology development to clinical trials, ethical and legal aspects as well as involvement of all relevant stakeholders, including patients and policymakers in the field.
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Affiliation(s)
- Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany.
| | - Anders Edsjö
- Department of Clinical Genetics and Pathology, Office for Medical Services, Region Skåne, Lund, Sweden; Genomic Medicine Sweden (GMS), Sweden.
| | - Carolin Ploeger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Mikaela Friedman
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Stefan Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Valtteri Wirta
- Department of Microbiology, Tumor and Cell Biology, Clinical Genomics Facility, Science for Life Laboratory, Karolinska Institutet, Solna, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Thomas Seufferlein
- Department of Internal Medicine I, University of Ulm, Ulm, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Johan Botling
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Justus Duyster
- Department of Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, University Medical Center Freiburg, University of Freiburg, Freiburg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Michael Akhras
- Department of Microbiology, Tumor and Cell Biology, Clinical Genomics Facility, Science for Life Laboratory, Karolinska Institutet, Solna, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Robert Thimme
- Department of Medicine II, University Medical Center, Freiburg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Thoas Fioretos
- Department of Laboratory Medicine, Division of Clinical Genetics, Lund University, Lund, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Michael Bitzer
- Department of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Lucia Cavelier
- Medical Genetics and Genomics, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden; Genomic Medicine Sweden (GMS), Sweden
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Nisar Malek
- Department of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany; Centers for Personalized Medicine (ZPM) Baden-Wuerttemberg, Germany
| | - Richard Rosenquist
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden; Genomic Medicine Sweden (GMS), Sweden
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50
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Simon M, Mughal SS, Horak P, Uhrig S, Buchloh J, Aybey B, Stenzinger A, Glimm H, Fröhling S, Brors B, Imbusch CD. Deconvolution of sarcoma methylomes reveals varying degrees of immune cell infiltrates with association to genomic aberrations. J Transl Med 2021; 19:204. [PMID: 33980253 PMCID: PMC8117561 DOI: 10.1186/s12967-021-02858-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 04/26/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Soft-tissue sarcomas (STS) are a heterogeneous group of mesenchymal tumors for which response to immunotherapies is not well established. Therefore, it is important to risk-stratify and identify STS patients who will most likely benefit from these treatments. RESULTS To reveal shared and distinct methylation signatures present in STS, we performed unsupervised deconvolution of DNA methylation data from the TCGA sarcoma and an independent validation cohort. We showed that leiomyosarcoma can be subclassified into three distinct methylation groups. More importantly, we identified a component associated with tumor-infiltrating leukocytes, which suggests varying degrees of immune cell infiltration in STS subtypes and an association with prognosis. We further investigated the genomic alterations that may influence tumor infiltration by leukocytes including RB1 loss in undifferentiated pleomorphic sarcomas and ELK3 amplification in dedifferentiated liposarcomas. CONCLUSIONS In summary, we have leveraged unsupervised methylation-based deconvolution to characterize the immune compartment and molecularly stratify subtypes in STS, which may benefit precision medicine in the future.
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Affiliation(s)
- Malte Simon
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Sadaf S Mughal
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Horak
- Translational Oncology, National Center for Tumor Diseases, German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian Uhrig
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jonas Buchloh
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bogac Aybey
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Hanno Glimm
- Department of Translational Medical Oncology, NCT Dresden, Dresden, Germany.,University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Stefan Fröhling
- Translational Oncology, National Center for Tumor Diseases, German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Benedikt Brors
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Translational Oncology, National Center for Tumor Diseases, German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Charles D Imbusch
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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