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Haertle L, Barrio S, Munawar U, Han S, Zhou X, Simicek M, Vogt C, Truger M, Fernandez RA, Steinhardt M, Weingart J, Snaurova R, Nerreter S, Teufel E, Garitano-Trojaola A, Da Viá M, Ruiz-Heredia Y, Rosenwald A, Bolli N, Hajek R, Raab P, Raab MS, Weinhold N, Haferlach C, Haaf T, Martinez-Lopez J, Einsele H, Rasche L, Kortüm KM. Single-Nucleotide Variants and Epimutations Induce Proteasome Inhibitor Resistance in Multiple Myeloma. Clin Cancer Res 2023; 29:279-288. [PMID: 36282272 DOI: 10.1158/1078-0432.ccr-22-1161] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 07/08/2022] [Accepted: 10/21/2022] [Indexed: 02/07/2023]
Abstract
PURPOSE Proteasome inhibitors (PI) are the backbone of various treatment regimens in multiple myeloma. We recently described the first in-patient point mutations affecting the 20S subunit PSMB5 underlying PI resistance. Notably, in vivo, the incidence of mutations in PSMB5 and other proteasome encoding genes is too low to explain the development of resistance in most of the affected patients. Thus, additional genetic and epigenetic alterations need to be explored. EXPERIMENTAL DESIGN We performed DNA methylation profiling by Deep Bisulfite Sequencing in PSMB5, PSMC2, PSMC5, PSMC6, PSMD1, and PSMD5, a subset of proteasome subunits that have hitherto been associated with PI resistance, recruited from our own previous research, the literature, or a meta-analysis on the frequency of somatic mutations. Methylation was followed up on gene expression level and by dual-luciferase reporter assay. The KMS11 cell line served as a model to functionally test the impact of demethylating agents. RESULTS We identified PSMD5 promoter hypermethylation and subsequent epigenetic gene silencing in 24% of PI refractory patients. Hypermethylation correlated with decreased expression and the regulatory impact of this region was functionally confirmed. In contrast, patients with newly diagnosed multiple myeloma, along with peripheral blood mononuclear cells and CD138+ plasma cells from healthy donors, generally show unmethylated profiles. CONCLUSIONS Under the selective pressure of PI treatment, multiple myeloma cells acquire methylation of the PSMD5 promoter silencing the PSMD5 gene expression. PSMD5 acts as a key orchestrator of proteasome assembly and its downregulation was described to increase the cell's proteolytic capacity. PSMD5 hypermethylation, therefore, represents a novel mechanism of PI tolerance in multiple myeloma.
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Affiliation(s)
- Larissa Haertle
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany.,Department of Hematology, Hospital Universitario 12 de Octubre, Spanish National Cancer Research Center, Complutense University Madrid, Madrid, Spain
| | - Santiago Barrio
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany.,Department of Hematology, Hospital Universitario 12 de Octubre, Spanish National Cancer Research Center, Complutense University Madrid, Madrid, Spain.,Altum Sequencing Co., Madrid, Spain
| | - Umair Munawar
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Seungbin Han
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Xiang Zhou
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Michal Simicek
- Haematology, Ostrava University Hospital, Ostrava, Czech Republic.,Faculty of Medicine, Ostrava University, Ostrava, Czech Republic
| | - Cornelia Vogt
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | | | - Rafael Alonso Fernandez
- Department of Hematology, Hospital Universitario 12 de Octubre, Spanish National Cancer Research Center, Complutense University Madrid, Madrid, Spain
| | | | - Julia Weingart
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Renata Snaurova
- Haematology, Ostrava University Hospital, Ostrava, Czech Republic.,Faculty of Medicine, Ostrava University, Ostrava, Czech Republic
| | - Silvia Nerreter
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Eva Teufel
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | | | - Matteo Da Viá
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Hematology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Yanira Ruiz-Heredia
- Department of Hematology, Hospital Universitario 12 de Octubre, Spanish National Cancer Research Center, Complutense University Madrid, Madrid, Spain.,Altum Sequencing Co., Madrid, Spain
| | | | - Niccolò Bolli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Hematology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roman Hajek
- Haematology, Ostrava University Hospital, Ostrava, Czech Republic.,Faculty of Medicine, Ostrava University, Ostrava, Czech Republic
| | - Peter Raab
- Department of Orthopaedic Surgery, König Ludwig Haus, University of Würzburg, Würzburg, Germany
| | - Marc S Raab
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Molecular Hematology/Oncology, Department of Internal Medicine V, Heidelberg University Hospital, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Niels Weinhold
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Thomas Haaf
- Institute of Human Genetics, Julius Maximilians University Würzburg, Würzburg, Germany
| | - Joaquin Martinez-Lopez
- Department of Hematology, Hospital Universitario 12 de Octubre, Spanish National Cancer Research Center, Complutense University Madrid, Madrid, Spain.,Altum Sequencing Co., Madrid, Spain
| | - Hermann Einsele
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Leo Rasche
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - K Martin Kortüm
- Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
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Wästerlid T, Cavelier L, Haferlach C, Konopleva M, Fröhling S, Östling P, Bullinger L, Fioretos T, Smedby KE. Application of precision medicine in clinical routine in haematology-Challenges and opportunities. J Intern Med 2022; 292:243-261. [PMID: 35599019 PMCID: PMC9546002 DOI: 10.1111/joim.13508] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Precision medicine is revolutionising patient care in cancer. As more knowledge is gained about the impact of specific genetic lesions on diagnosis, prognosis and treatment response, diagnostic precision and the possibility for optimal individual treatment choice have improved. Identification of hallmark genetic aberrations such as the BCR::ABL1 gene fusion in chronic myeloid leukaemia (CML) led to the rapid development of efficient targeted therapy and molecular follow-up, vastly improving survival for patients with CML during recent decades. The assessment of translocations, copy number changes and point mutations are crucial for the diagnosis and risk stratification of acute myeloid leukaemia and myelodysplastic syndromes. Still, the often heterogeneous and complex genetic landscape of haematological malignancies presents several challenges for the implementation of precision medicine to guide diagnosis, prognosis and treatment choice. This review provides an introduction and overview of the important molecular characteristics and methods currently applied in clinical practice to guide clinical decision making in haematological malignancies of myeloid and lymphoid origin. Further, experimental ways to guide the choice of targeted therapy for refractory patients are reviewed, such as functional precision medicine using drug profiling. An example of the use of pipeline studies where the treatment is chosen according to the molecular characteristics in rare solid malignancies is also provided. Finally, the future opportunities and remaining challenges of precision medicine in the real world are discussed.
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Affiliation(s)
- Tove Wästerlid
- Department of Medicine Solna, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Lucia Cavelier
- Department of Immunology, Genetics and Pathology, Clinical Genomics Uppsala, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Marina Konopleva
- Department of Leukemia, M.D. Anderson Cancer Center, Houston, Texas, USA
| | - Stefan Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Päivi Östling
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Lars Bullinger
- Department of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.,German Cancer Consortium (DKTK) Berlin Site, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thoas Fioretos
- Division of Clinical Genetics, Department of Laboratory Medicine, Science for Life Laboratory, Lund University and Clinical Genomics Lund, Lund, Sweden
| | - Karin E Smedby
- Department of Medicine Solna, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
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Giles HV, Wechalekar A, Pratt G. The potential role of mass spectrometry for the identification and monitoring of patients with plasma cell disorders: Where are we now and which questions remain unanswered? Br J Haematol 2022; 198:641-653. [PMID: 35514140 DOI: 10.1111/bjh.18226] [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: 01/24/2022] [Revised: 04/08/2022] [Accepted: 04/20/2022] [Indexed: 11/28/2022]
Abstract
Mass spectrometry (MS) techniques provide a highly sensitive methodology for the assessment and monitoring of paraproteins compared to standard electrophoretic techniques. The International Myeloma Working Group (IMWG) recently approved the use of intact light chain matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry (MALDI-TOF MS) in lieu of immunofixation in the clinical assessment of patients and the assessment of patients enrolled on clinical trials. The increased sensitivity of these assays may help to detect and monitor monoclonal proteins (MP) in many patients with previously non-measurable disease, will reduce complete response (CR) rates and increase detection of low-level MP. The ability to track the unique mass or amino acid sequence of the MP also eliminates interference from therapeutic monoclonal antibodies (tmAbs) in most patients with IgG kappa myeloma. The intact light chain assays also provide structural information about the monoclonal light chain, including the presence of N-linked glycosylation, which has been shown to be commoner on amyloidogenic light chains and may have prognostic significance in monoclonal gammopathy of undetermined significance (MGUS). In this review, we discuss these issues alongside differences in the analytical and practical aspects related to the different MS assays under development and the challenges for MS.
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Affiliation(s)
- Hannah V Giles
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.,University of Birmingham, Birmingham, UK
| | - Ashutosh Wechalekar
- Royal Free London NHS Foundation Trust, London, UK.,University College London, London, UK
| | - Guy Pratt
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.,University of Birmingham, Birmingham, UK
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