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Heger JM, Mammadova L, Mattlener J, Sobesky S, Cirillo M, Altmüller J, Kirst E, Reinke S, Klapper W, Bröckelmann PJ, Ferdinandus J, Kaul H, Schneider G, Schneider J, Schleifenbaum JK, Ullrich RT, Freihammer M, Awerkiew S, Lohmann M, Klein F, Nürnberg P, Hallek M, Rossi D, Mauz-Körholz C, Gattenlöhner S, Bräuninger A, Borchmann P, von Tresckow B, Borchmann S. Circulating Tumor DNA Sequencing for Biologic Classification and Individualized Risk Stratification in Patients With Hodgkin Lymphoma. J Clin Oncol 2024:JCO2301867. [PMID: 39348625 DOI: 10.1200/jco.23.01867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 06/26/2024] [Accepted: 08/14/2024] [Indexed: 10/02/2024] Open
Abstract
PURPOSE Current clinical challenges in Hodgkin lymphoma (HL) include difficult-to-treat relapsed/refractory disease and considerable long-term toxicities of treatment. Since clinical risk factors lack discriminatory power, intensity of therapy is mainly based on tumor burden. Exploring HL genetics and tumor microenvironment (TME) might provide valuable insights for improved risk stratification. MATERIALS AND METHODS In this study, we applied circulating tumor DNA sequencing to 243 patients obtained from pivotal German Hodgkin Study Group trials to identify subtypes of HL. Independent validation of the subtypes was performed in 96 patients treated in the EuroNet-PHL-C2 study. Outcome differences of subtypes were assessed in an event-enriched clinical validation cohort comprising 72 patients from the HD21 trial, using a refined, validated, and clinically feasible assay. RESULTS We propose a biologic classification of HL consisting of three distinct subtypes: inflammatory immune escape HL is characterized by frequent copy-number variations including immune escape variants such as high-level amplifications of the PD-L1 locus and an inflammatory TME. Virally-driven HL is associated with Epstein-Barr virus and/or human herpesvirus 6 and an inflammatory TME with neutrophils and macrophages, while the tumor mutational burden (TMB) is low. Oncogene-driven HL is defined by a high TMB, recurrent mutations in oncogenic drivers such as TNFAIP3, ITPKB, and SOCS1, and a cold TME. A refined and validated assay version aiming at clinically feasible risk stratification showed significant progression-free survival differences between subtypes. In addition, assessment of minimal residual disease (MRD) allowed for the detection of patients at very high risk of relapse within the subtypes. CONCLUSION We propose a clinically feasible, noninvasive method for individualized risk stratification and MRD monitoring in patients with HL on the basis of circulating tumor DNA sequencing.
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Affiliation(s)
- Jan-Michel Heger
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- Cologne Lymphoma Working Group (CLWG), Cologne, Germany
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf (MSSO ABCD), Cologne, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
| | - Laman Mammadova
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Julia Mattlener
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Sophia Sobesky
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Melita Cirillo
- University of Western Australia and Royal Perth Hospital, Perth, Australia
| | - Janine Altmüller
- West German Genome Center (WGGC), University of Cologne, Cologne, Germany
- Technology Platform Genomics, Berlin Institute of Health at Charité-Universitätsmedizin Berlin and Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Elisabeth Kirst
- West German Genome Center (WGGC), University of Cologne, Cologne, Germany
- Hematopathology Section and Lymph Node Registry, Department of Pathology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Sarah Reinke
- Hematopathology Section and Lymph Node Registry, Department of Pathology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Wolfram Klapper
- Hematopathology Section and Lymph Node Registry, Department of Pathology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Paul J Bröckelmann
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- Cologne Lymphoma Working Group (CLWG), Cologne, Germany
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf (MSSO ABCD), Cologne, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
- Max Planck Institute for Biology of Ageing, Cologne, Germany
| | - Justin Ferdinandus
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Helen Kaul
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | | | - Jessica Schneider
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
| | - Julia Katharina Schleifenbaum
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- Cologne Lymphoma Working Group (CLWG), Cologne, Germany
| | - Roland T Ullrich
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
| | - Max Freihammer
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
| | - Sabine Awerkiew
- Institute for Virology, University of Cologne, Cologne, Germany
| | - Mia Lohmann
- German Hodgkin Study Group (GHSG), Cologne, Germany
- Department of Hematology and Stem Cell Transplantation, University Hospital Essen, University Duisburg-Essen, German Cancer Consortium (DKTK Partner Site Essen), Essen, Germany
- Cancer Center Cologne Essen-Partner Site Essen, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Florian Klein
- Institute for Virology, University of Cologne, Cologne, Germany
| | - Peter Nürnberg
- West German Genome Center (WGGC), University of Cologne, Cologne, Germany
| | - Michael Hallek
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
| | - Davide Rossi
- Division of Hematology, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
- Laboratory of Experimental Hematology, Institute of Oncology Research, Bellinzona, Switzerland
| | - Christine Mauz-Körholz
- Pediatric Hematology, Oncology and Immunodeficiencies, Justus-Liebig University of Giessen, Giessen, Germany
- Medical Faculty of the Martin-Luther-University of Halle, Wittenberg, Halle, Germany
| | | | - Andreas Bräuninger
- Institute for Pathology, Justus Liebig University Giessen, Giessen, Germany
| | - Peter Borchmann
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- Cologne Lymphoma Working Group (CLWG), Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Bastian von Tresckow
- German Hodgkin Study Group (GHSG), Cologne, Germany
- Department of Hematology and Stem Cell Transplantation, University Hospital Essen, University Duisburg-Essen, German Cancer Consortium (DKTK Partner Site Essen), Essen, Germany
- Cancer Center Cologne Essen-Partner Site Essen, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Sven Borchmann
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany
- Cancer Center Cologne Essen-Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany
- Cologne Lymphoma Working Group (CLWG), Cologne, Germany
- German Hodgkin Study Group (GHSG), Cologne, Germany
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Driessen J, de Wit F, Herrera AF, Zinzani PL, LaCasce AS, Cole PD, Moskowitz CH, García-Sanz R, Fuchs M, Müller H, Borchmann P, Santoro A, Schöder H, Zijlstra JM, Hutten BA, Moskowitz AJ, Kersten MJ. Brentuximab vedotin and chemotherapy in relapsed/refractory Hodgkin lymphoma: a propensity score-matched analysis. Blood Adv 2024; 8:2740-2752. [PMID: 38502227 PMCID: PMC11170165 DOI: 10.1182/bloodadvances.2023012145] [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: 11/08/2023] [Revised: 02/29/2024] [Accepted: 03/02/2024] [Indexed: 03/21/2024] Open
Abstract
ABSTRACT Several single-arm studies have explored the inclusion of brentuximab vedotin (BV) in salvage chemotherapy followed by autologous stem cell transplantation (ASCT) for relapsed/refractory (R/R) classical Hodgkin lymphoma (cHL). However, no head-to-head comparisons with standard salvage chemotherapy have been performed. This study presents a propensity score-matched analysis encompassing individual patient data from 10 clinical trials to evaluate the impact of BV in transplant-eligible patients with R/R cHL. We included 768 patients, of whom 386 were treated with BV with or without chemotherapy (BV cohort), whereas 382 received chemotherapy alone (chemotherapy cohort). Propensity score matching resulted in balanced cohorts of 240 patients each. No significant differences were observed in pre-ASCT complete metabolic response (CMR) rates (P = .69) or progression free survival (PFS; P = .14) between the BV and chemotherapy cohorts. However, in the BV vs chemotherapy cohort, patients with relapsed disease had a significantly better 3-year PFS of 80% vs 70%, respectively (P = .02), whereas there was no difference for patients with primary refractory disease (56% vs 62%, respectively; P = .67). Patients with stage IV disease achieved a significantly better 3-year PFS in the BV cohort (P = .015). Post-ASCT PFS was comparable for patients achieving a CMR after BV monotherapy and those receiving BV followed by sequential chemotherapy (P = .24). Although 3-year overall survival was higher in the BV cohort (92% vs 80%, respectively; P < .001), this is likely attributed to the use of other novel therapies in later lines for patients experiencing progression, given that studies in the BV cohort were conducted more recently. In conclusion, BV with or without salvage chemotherapy appears to enhance PFS in patients with relapsed disease but not in those with primary refractory cHL.
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Affiliation(s)
- Julia Driessen
- Department of Hematology, Amsterdam UMC, University of Amsterdam, and LYMMCARE Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Fer de Wit
- Department of Hematology, Amsterdam UMC, University of Amsterdam, and LYMMCARE Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Alex F. Herrera
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA
| | - Pier Luigi Zinzani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli,” Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - Ann S. LaCasce
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - Peter D. Cole
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ
| | - Craig H. Moskowitz
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL
| | - Ramón García-Sanz
- Department of Hematology, Hospital Universitario de Salamanca, CIBERONC, CIC-IBMCC, Universidad Salamanca, Salamanca, Spain
| | - Michael Fuchs
- German Hodgkin Study Group and Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Cologne, Germany
| | - Horst Müller
- German Hodgkin Study Group and Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Cologne, Germany
| | - Peter Borchmann
- German Hodgkin Study Group and Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf, University of Cologne, Cologne, Germany
| | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Milan, Italy
| | - Heiko Schöder
- Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Josée M. Zijlstra
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Hematology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Barbara A. Hutten
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Alison J. Moskowitz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Marie José Kersten
- Department of Hematology, Amsterdam UMC, University of Amsterdam, and LYMMCARE Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
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