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Di J, Sheng T, Arora R, Stocks-Candelaria J, Wei S, Lutz C, Yalniz FF, Zhang S. The Validation of Digital PCR-Based Minimal Residual Disease Detection for the Common Mutations in IDH1 and IDH2 Genes in Patients with Acute Myeloid Leukemia. J Mol Diagn 2025; 27:100-108. [PMID: 39615653 PMCID: PMC11816622 DOI: 10.1016/j.jmoldx.2024.11.002] [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: 05/14/2024] [Revised: 09/16/2024] [Accepted: 11/12/2024] [Indexed: 12/22/2024] Open
Abstract
Accurate monitoring of minimal residual disease (MRD) is crucial for effective management of patients with acute myeloid leukemia (AML). This study aims to validate MRD detection of the seven most common IDH1 and IDH2 mutations in patients with AML using a QuantStudio 3D digital PCR platform. This assay demonstrated a high concordance for the variant allele frequencies between digital PCR and next-generation sequencing assays. Precision analysis revealed only small variation (<0.5 log10) for all mutations near or at the limit of detection level. This validation also showed a great reproducibility for interrun and intrarun comparisons (28 runs, variation ranges from 0 to 0.48 log10), ensuring comparable results for patient follow-ups. The limit of detection was determined to be 0.1% for all mutations, except the IDH2 R140Q mutation, which was 0.5%. Controls and acceptable ranges were also established for each mutation during validation. This study suggests that the QuantStudio 3D digital PCR assay is a quantitative, sensitive, and reproducible platform for monitoring MRD in patients with AML.
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Affiliation(s)
- Jing Di
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Tao Sheng
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Ranjana Arora
- Pathology and Cytology Laboratories Inc., Lexington, Kentucky
| | - Jennifer Stocks-Candelaria
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Sainan Wei
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Charles Lutz
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Fevzi F Yalniz
- Division of Hematology, Department of Internal Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky
| | - Shulin Zhang
- Department of Pathology and Laboratory Medicine, University of Kentucky HealthCare, University of Kentucky, Lexington, Kentucky.
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Zhao Z, Lan J. Detection methods and prognosis implications of measurable residual disease in acute myeloid leukemia. Ann Hematol 2024; 103:4869-4881. [PMID: 39283479 DOI: 10.1007/s00277-024-06008-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 09/11/2024] [Indexed: 01/16/2025]
Abstract
Measurable residual disease (MRD) in acute myeloid leukemia (AML) refers to the quantity of residual leukemic cells in a patient after treatment.According to the latest agreements, MRD in AML offering essential prognostic insights. However, there is ongoing debate regarding MRD-based monitoring and treatment strategies. There are multiple platforms for detecting MRD, each varying in sensitivity and suitability for different patients. MRD not only predicts treatment outcomes but also serves as an indicator of treatment effectiveness and a prognostic biomarker. In AML, most retrospective studies indicate that patients who are MRD-positive or show increasing MRD levels at specific time points during remission have significantly higher risks of relapse and mortality compared to MRD-negative patients. Although achieving MRD-negative status can improve patient prognosis, the possibility of relapse remains. Despite the correlation between MRD and clinical outcomes, MRD assessment methods are not yet standardized, leading to discrepancies in results across different techniques. To provide reliable MRD results, it is essential to optimize and standardize MRD detection methods. Methods for assessing MRD include multiparameter flow cytometry (MFC) and molecular assays, chosen based on disease characteristics. This review focuses on currently available MRD detection methods and discusses how the prognostic value of MRD test results informs personalized treatment strategies for AML patients.
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Affiliation(s)
- Zihan Zhao
- The Second Clinical Medical College, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Jianping Lan
- Cancer Center, Department of Hematology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, 58 Shangtang Road, Zhejiang, Hangzhou, 310014, China.
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3
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Tobiasson M, Pandzic T, Illman J, Nilsson L, Weström S, Ejerblad E, Olesen G, Björklund A, Olsnes Kittang A, Werlenius O, Lorentz F, Rasmussen B, Cammenga J, Weber D, Lindholm C, Wiggh J, Dimitriou M, Moen AE, Yip Lundström L, von Bahr L, Baltzer-Sollander K, Jädersten M, Kytölä S, Walldin G, Ljungman P, Groenbaek K, Mielke S, Jacobsen SEW, Ebeling F, Cavelier L, Smidstrup Friis L, Dybedal I, Hellström-Lindberg E. Patient-Specific Measurable Residual Disease Markers Predict Outcome in Patients With Myelodysplastic Syndrome and Related Diseases After Hematopoietic Stem-Cell Transplantation. J Clin Oncol 2024; 42:1378-1390. [PMID: 38232336 DOI: 10.1200/jco.23.01159] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 10/12/2023] [Accepted: 11/09/2023] [Indexed: 01/19/2024] Open
Abstract
PURPOSE Clinical relapse is the major threat for patients with myelodysplastic syndrome (MDS) undergoing hematopoietic stem-cell transplantation (HSCT). Early detection of measurable residual disease (MRD) would enable preemptive treatment and potentially reduced relapse risk. METHODS Patients with MDS planned for HSCT were enrolled in a prospective, observational study evaluating the association between MRD and clinical outcome. We collected bone marrow (BM) and peripheral blood samples until relapse, death, or end of study 24 months after HSCT. Patient-specific mutations were identified with targeted next-generation sequencing (NGS) panel and traced using droplet digital polymerase chain reaction (ddPCR). RESULTS Of 266 included patients, estimated relapse-free survival (RFS) and overall survival (OS) rates 3 years after HSCT were 59% and 64%, respectively. MRD results were available for 221 patients. Relapse was preceded by positive BM MRD in 42/44 relapses with complete MRD data, by a median of 71 (23-283) days. Of 137 patients in continuous complete remission, 93 were consistently MRD-negative, 39 reverted from MRD+ to MRD-, and five were MRD+ at last sampling. Estimated 1 year-RFS after first positive MRD was 49%, 39%, and 30%, using cutoff levels of 0.1%, 0.3%, and 0.5%, respectively. In a multivariate Cox model, MRD (hazard ratio [HR], 7.99), WHO subgroup AML (HR, 4.87), TP53 multi-hit (HR, 2.38), NRAS (HR, 3.55), and acute GVHD grade III-IV (HR, 4.13) were associated with shorter RFS. MRD+ was also independently associated with shorter OS (HR, 2.65). In a subgroup analysis of 100 MRD+ patients, presence of chronic GVHD was associated with longer RFS (HR, 0.32). CONCLUSION Assessment of individualized MRD using NGS + ddPCR is feasible and can be used for early detection of relapse. Positive MRD is associated with shorter RFS and OS (ClinicalTrials.gov identifier: NCT02872662).
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Affiliation(s)
- Magnus Tobiasson
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Tatjana Pandzic
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johanna Illman
- Division of Hematology, Helsinki University Hospital, Comprehensive Cancer Center, Helsinki, Finland
| | - Lars Nilsson
- Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lund, Lund, Sweden
| | - Simone Weström
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Elisabeth Ejerblad
- Unit of Haematology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Gitte Olesen
- Department of Hematology, Aarhus University Hospital, Aarhus, Denmark
| | - Andreas Björklund
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation, Karolinska Comprehensive Cancer Center, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Astrid Olsnes Kittang
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Olle Werlenius
- Section of Hematology and Coagulation, Department of Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Fryderyk Lorentz
- Department of Hematology, Norrlands University Hospital, Umeå, Sweden
| | - Bengt Rasmussen
- Department of Medicine, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Jörg Cammenga
- Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lund, Lund, Sweden
- Division of Molecular Medicine and Gene Therapy, Lund University, Lund, Sweden
| | - Duruta Weber
- Department of Hematology, Odense University Hospital, Odense, Denmark
| | - Carolin Lindholm
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Joel Wiggh
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Marios Dimitriou
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Ann Elin Moen
- Department of Hematology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Laimei Yip Lundström
- Division of Biostatistics, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Lena von Bahr
- Section of Hematology and Coagulation, Department of Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Karin Baltzer-Sollander
- Department of Genetics, HUS Diagnostic Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Martin Jädersten
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Soili Kytölä
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Gunilla Walldin
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Per Ljungman
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation, Karolinska Comprehensive Cancer Center, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Kirsten Groenbaek
- Department of Hematology, Rigshospitalet, Copenhagen, Copenhagen, Denmark
| | - Stephan Mielke
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation, Karolinska Comprehensive Cancer Center, Karolinska University Hospital Huddinge, Stockholm, Sweden
- Department of Laboratory Medicine, Karolinska Insititutet, Stockholm, Sweden
| | - Sten Eirik W Jacobsen
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
| | - Freja Ebeling
- Division of Hematology, Helsinki University Hospital, Comprehensive Cancer Center, Helsinki, Finland
| | - Lucia Cavelier
- Department of Genetics, HUS Diagnostic Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | | | - Ingunn Dybedal
- Department of Hematology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Eva Hellström-Lindberg
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Centre for Hematology and Regenerative Medicine (HERM), Karolinska Institute, Stockholm, Sweden
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Gronlund JK, Veigaard C, Juhl-Christensen C, Skou AS, Melsvik D, Ommen HB. Droplet digital PCR for sensitive relapse detection in acute myeloid leukaemia patients transplanted by reduced intensity conditioning. Eur J Haematol 2024; 112:601-610. [PMID: 38197567 DOI: 10.1111/ejh.14151] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/28/2023] [Accepted: 11/29/2023] [Indexed: 01/11/2024]
Abstract
INTRODUCTION Follow-up after allogeneic transplantation in acute myeloid leukaemia (AML) is guided by measurable residual disease (MRD) testing. Quantitative polymerase chain reaction (qPCR) is the preferred MRD platform but unfortunately, 40%-60% of AML patients have no high-quality qPCR target. This study aimed to improve MRD testing by utilising droplet digital PCR (ddPCR). ddPCR offers patient-specific monitoring but concerns of tracking clonal haematopoiesis rather than malignant cells prompt further validation. METHODS Retrospectively, we performed MRD testing on blood and bone marrow samples from AML patients transplanted by reduced-intensity conditioning. RESULTS The applicability of ddPCR was 39/42 (92.9%). Forty-five ddPCR assays were validated with a 0.0089% median sensitivity. qPCR targeting NPM1 mutation detected relapse 46 days before ddPCR (p = .03). ddPCR detected relapse 34.5 days before qPCR targeting WT1 overexpression (p = .03). In non-relapsing patients, zero false positive ddPCR MRD relapses were observed even when monitoring targets associated with clonal haematopoiesis such as DNMT3A, TET2, and ASXL1 mutations. CONCLUSION These results confirm that qPCR targeting NPM1 mutations or fusion transcripts are superior in MRD testing. In the absence of such targets, ddPCR is a promising alternative demonstrating (a) high applicability, (b) high sensitivity, and (c) zero false positive MRD relapses in non-relapsing patients.
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Affiliation(s)
| | | | | | - Anne-Sofie Skou
- Department of Paediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Dorte Melsvik
- Department of Haematology, Aarhus University Hospital, Aarhus, Denmark
| | - Hans Beier Ommen
- Department of Haematology, Aarhus University Hospital, Aarhus, Denmark
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Chea M, Rigolot L, Canali A, Vergez F. Minimal Residual Disease in Acute Myeloid Leukemia: Old and New Concepts. Int J Mol Sci 2024; 25:2150. [PMID: 38396825 PMCID: PMC10889505 DOI: 10.3390/ijms25042150] [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: 12/31/2023] [Revised: 02/01/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024] Open
Abstract
Minimal residual disease (MRD) is of major importance in onco-hematology, particularly in acute myeloid leukemia (AML). MRD measures the amount of leukemia cells remaining in a patient after treatment, and is an essential tool for disease monitoring, relapse prognosis, and guiding treatment decisions. Patients with a negative MRD tend to have superior disease-free and overall survival rates. Considerable effort has been made to standardize MRD practices. A variety of techniques, including flow cytometry and molecular methods, are used to assess MRD, each with distinct strengths and weaknesses. MRD is recognized not only as a predictive biomarker, but also as a prognostic tool and marker of treatment efficacy. Expected advances in MRD assessment encompass molecular techniques such as NGS and digital PCR, as well as optimization strategies such as unsupervised flow cytometry analysis and leukemic stem cell monitoring. At present, there is no perfect method for measuring MRD, and significant advances are expected in the future to fully integrate MRD assessment into the management of AML patients.
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Affiliation(s)
- Mathias Chea
- Laboratoire d’Hématologie Biologique, Institut Universitaire du Cancer de Toulouse Oncopole, Centre Hospitalier Universitaire de Toulouse, 31059 Toulouse, France; (M.C.); (L.R.); (A.C.)
| | - Lucie Rigolot
- Laboratoire d’Hématologie Biologique, Institut Universitaire du Cancer de Toulouse Oncopole, Centre Hospitalier Universitaire de Toulouse, 31059 Toulouse, France; (M.C.); (L.R.); (A.C.)
- School of Medicine, Université Toulouse III Paul Sabatier, 31062 Toulouse, France
| | - Alban Canali
- Laboratoire d’Hématologie Biologique, Institut Universitaire du Cancer de Toulouse Oncopole, Centre Hospitalier Universitaire de Toulouse, 31059 Toulouse, France; (M.C.); (L.R.); (A.C.)
- School of Medicine, Université Toulouse III Paul Sabatier, 31062 Toulouse, France
| | - Francois Vergez
- Laboratoire d’Hématologie Biologique, Institut Universitaire du Cancer de Toulouse Oncopole, Centre Hospitalier Universitaire de Toulouse, 31059 Toulouse, France; (M.C.); (L.R.); (A.C.)
- School of Medicine, Université Toulouse III Paul Sabatier, 31062 Toulouse, France
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Papadopoulou V, Schoumans J, Basset V, Solly F, Pasquier J, Blum S, Spertini O. Single-center, observational study of AML/MDS-EB with IDH1/2 mutations: genetic profile, immunophenotypes, mutational kinetics and outcomes. Hematology 2023; 28:2180704. [PMID: 36815747 DOI: 10.1080/16078454.2023.2180704] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
OBJECTIVE IDH1/2 mutations, intervening in epigenetic procedures, are frequently encountered in acute myeloid leukemia (AML) and myelodysplastic syndromes (MDS). Knowledge of the genetics, immunophenotypes, and mutational kinetics of IDH1/2-mutated AML can contribute to the understanding of AML clonal architecture and inform therapeutics and monitoring. METHODS We retrospectively analyzed 50 IDH1/2-mutated AML/MDS-EB cases of our institution, to identify recurrent co-mutations, immunophenotypes, patterns of co-variance of IDH1/2 allele burdens with those of recurrent co-mutations, frequency of persistent IDH1/2 mutation as clonal hematopoiesis of indeterminate potential (CHIP) in remission and response to hypomethylating agents. RESULTS Most frequently co-mutated genes were DNMT3A, SRSF2 and NPM1. Most cases with co-existent IDH1/2 and NPM1 mutations (11/13) showed an 'APL-like' immunophenotype (CD34-HLADR-). Allele burdens of mutated IDH1/2 were identical to mutated SRSF2 allele burdens at diagnosis and remission, but not always to mutated NPM1 allele burden in remission. We show persistence of significant mutIDH1/2 allele burden in approximately one-fourth of patients with deep remissions. IDH1/2 mutations were significantly more frequent among responders to first-line HMA-based regimens than among non-responders, in patients treated for myeloid neoplasms with excess blasts. CONCLUSIONS IDH1/2 mutations are most frequently accompanied by DNMT3A, SRSF2 and NPM1 mutations. NPM1-IDH1/2 mutated AML has a mature phenotype possibly amenable to differentiation therapies. IDH1/2 and SRSF2 mutations probably arise at the same developmental stage of the disease, as their allele burdens covariate. IDH1/2 mutation represents CHIP in a substantial proportion of cases and is therefore no reliable residual disease marker. The preferential presence of IDH1/2 mutations among HMA-responders could inform therapeutic decisions if confirmed in larger series.
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Affiliation(s)
- Vasiliki Papadopoulou
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Jacqueline Schoumans
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Valentin Basset
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Françoise Solly
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Jérôme Pasquier
- Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
| | - Sabine Blum
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Olivier Spertini
- Service and Laboratory of Hematology, Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
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7
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Tiong IS, Loo S. Targeting Measurable Residual Disease (MRD) in Acute Myeloid Leukemia (AML): Moving beyond Prognostication. Int J Mol Sci 2023; 24:4790. [PMID: 36902217 PMCID: PMC10003715 DOI: 10.3390/ijms24054790] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 02/01/2023] [Accepted: 02/02/2023] [Indexed: 03/06/2023] Open
Abstract
Measurable residual disease (MRD) assessment in acute myeloid leukemia (AML) has an established role in disease prognostication, particularly in guiding decisions for hematopoietic cell transplantation in first remission. Serial MRD assessment is now routinely recommended in the evaluation of treatment response and monitoring in AML by the European LeukemiaNet. The key question remains, however, if MRD in AML is clinically actionable or "does MRD merely portend fate"? With a series of new drug approvals since 2017, we now have more targeted and less toxic therapeutic options for the potential application of MRD-directed therapy. Recent approval of NPM1 MRD as a regulatory endpoint is also foreseen to drastically transform the clinical trial landscape such as biomarker-driven adaptive design. In this article, we will review (1) the emerging molecular MRD markers (such as non-DTA mutations, IDH1/2, and FLT3-ITD); (2) the impact of novel therapeutics on MRD endpoints; and (3) how MRD might be used as a predictive biomarker to guide therapy in AML beyond its prognostic role, which is the focus of two large collaborative trials: AMLM26 INTERCEPT (ACTRN12621000439842) and MyeloMATCH (NCT05564390).
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Affiliation(s)
- Ing S. Tiong
- Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
- The Alfred Hospital, Melbourne, VIC 3004, Australia
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia
| | - Sun Loo
- Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia
- The Northern Hospital, Epping, VIC 3076, Australia
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8
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Allam S, Nasr K, Khalid F, Shah Z, Khan Suheb MZ, Mulla S, Vikash S, Bou Zerdan M, Anwer F, Chaulagain CP. Liquid biopsies and minimal residual disease in myeloid malignancies. Front Oncol 2023; 13:1164017. [PMID: 37213280 PMCID: PMC10196237 DOI: 10.3389/fonc.2023.1164017] [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: 02/11/2023] [Accepted: 04/25/2023] [Indexed: 05/23/2023] Open
Abstract
Minimal residual disease (MRD) assessment through blood component sampling by liquid biopsies (LBs) is increasingly being investigated in myeloid malignancies. Blood components then undergo molecular analysis by flow cytometry or sequencing techniques and can be used as a powerful tool for prognostic and predictive purposes in myeloid malignancies. There is evidence and more is evolving about the quantification and identification of cell-based and gene-based biomarkers in myeloid malignancies to monitor treatment response. MRD based acute myeloid leukemia protocol and clinical trials are currently incorporating LB testing and preliminary results are encouraging for potential widespread use in clinic in the near future. MRD monitoring using LBs are not standard in myelodysplastic syndrome (MDS) but this is an area of active investigation. In the future, LBs can replace more invasive techniques such as bone marrow biopsies. However, the routine clinical application of these markers continues to be an issue due to lack of standardization and limited number of studies investigating their specificities. Integrating artificial intelligence (AI) could help simplify the complex interpretation of molecular testing and reduce errors related to operator dependency. Though the field is rapidly evolving, the applicability of MRD testing using LB is mostly limited to research setting at this time due to the need for validation, regulatory approval, payer coverage, and cost issues. This review focuses on the types of biomarkers, most recent research exploring MRD and LB in myeloid malignancies, ongoing clinical trials, and the future of LB in the setting of AI.
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Affiliation(s)
- Sabine Allam
- Department of Medicine and Medical Sciences, University of Balamand, Dekwaneh, Lebanon
| | - Kristina Nasr
- Department of Medicine and Medical Sciences, University of Balamand, Dekwaneh, Lebanon
| | - Farhan Khalid
- Department of Internal Medicine, Monmouth Medical Center, Long Branch, NJ, United States
| | - Zunairah Shah
- Department of Internal Medicine, Weiss Memorial Hospital, Chicago, IL, United States
| | | | - Sana Mulla
- Department of Internal Medicine, St Mary’s Medical Center, Apple Valley, CA, United States
| | - Sindhu Vikash
- Department of Medicine, Jacobi Medical center/AECOM Bronx, Bronx, NY, United States
| | - Maroun Bou Zerdan
- Department of Internal Medicine, SUNY Upstate Medical University, New York, NY, United States
| | - Faiz Anwer
- Department of Hematology and Oncology, Taussig Cancer Center, Cleveland Clinic, Cleveland, OH, United States
| | - Chakra P. Chaulagain
- Department of Hematology and Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston, FL, United States
- *Correspondence: Chakra P. Chaulagain,
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Ciurea SO, Kothari A, Sana S, Al Malki MM. The mythological chimera and new era of relapse prediction post-transplant. Blood Rev 2023; 57:100997. [PMID: 35961800 DOI: 10.1016/j.blre.2022.100997] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 07/13/2022] [Accepted: 07/21/2022] [Indexed: 01/28/2023]
Abstract
Allogeneic hemopoietic stem cell transplantation is the treatment of choice for high-risk or relapsed acute leukemia. However, unfortunately, relapse post-transplant continues to be the most common cause of treatment failure with 20-80% of patients relapsing based on disease risk and status at transplant. Advances in molecular profiling of different hematological malignancies have enabled us to monitor low level disease before and after transplant and develop a more personalized approach to the management of these disease including early detection post-transplant. While, in general, detectable disease by morphology remains the gold standard to diagnosing relapse, multiple approaches have allowed detection of cancer cells earlier, using peripheral blood-based methods with sensitivities as high as 1:106, together called minimal/measurable residual disease (MRD) detection. However, a in significant number of patients with acute leukemia where no such molecular markers exist it remains challenging to detect early relapse. In such patients who receive transplantation, chimerism monitoring remains the only option. An increase in mixed chimerism in post allogeneic HCT patients has been correlated with relapse in multiple studies. However, chimerism monitoring, while commonly accepted as a tool for assessing engraftment, has not been routinely used for relapse detection, at least in part because of the lack of standardized, high sensitivity, reliable methods for chimerism detection. In this paper, we review the various methods employed for MRD and chimerism detection post-transplant and discuss future trends in MRD and chimerism monitoring from the viewpoint of the practicing transplant physician.
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Affiliation(s)
- Stefan O Ciurea
- University of California Irvine, Orange, CA, United States of America.
| | | | - Sean Sana
- CareDx Inc., Brisbane, CA, United States of America
| | - Monzr M Al Malki
- City of Hope National Medical Center, Duarte, CA, United States of America
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Measurable Residual Disease Monitoring by Locked Nucleic Acid Quantitative Real-Time PCR Assay for IDH1/2 Mutation in Adult AML. Cancers (Basel) 2022; 14:cancers14246205. [PMID: 36551690 PMCID: PMC9777301 DOI: 10.3390/cancers14246205] [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: 10/26/2022] [Revised: 12/05/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Locked nucleic acid quantitative Real-Time PCR (LNA-qPCR) for IDH1/2 mutations in AML measurable residual disease (MRD) detection is rarely reported. LNA-qPCR was applied to quantify IDH1/2 mutants MRD kinetics in bone marrow from 88 IDH1/2-mutated AML patients, and correlated with NPM1-MRD, clinical characteristics, and outcomes. The median normalized copy number (NCN) of IDH1/2 mutants decreased significantly from 53,228 (range 87−980,686)/ALB × 106 at diagnosis to 773 (range 1.5−103,600)/ALB × 106 at first complete remission (CR). IDH1/2 LNA-qPCR MRD was concordant with remission status or NPM1-MRD in 79.5% (70/88) of patients. Younger patients and patients with FLT3 mutations had higher concordance. The Spearman correlation coefficient (rs) and concordance rate between the log reduction of IDH1/2 LNA-qPCR and NPM1-MRD were 0.68 and 81% (K = 0.63, 95% CI 0.50−0.74), respectively. IDH1/2-MRD > 2 log reduction at first CR predicted significantly better relapse-free survival (3-year RFS rates 52.9% vs. 31.9%, p = 0.007) and cumulative incidence of relapse (3-year CIR rates 44.5% vs. 64.5%, p = 0.012) compared to IDH1/2-MRD ≤ 2 log reduction. IDH1/2-MRD > 2 log reduction during consolidation is also associated with a significantly lower CIR rate than IDH1/2-MRD ≤ 2 log reduction (3-year CIR rates 42.3% vs. 68.8%, p = 0.019). LNA-qPCR for IDH1/2 mutation is a potential MRD technique to predict relapse in IDH1/2-mutated AML patients, especially for those with IDH1/2 MRD > 2 log reduction at first CR or a concurrent FLT3 mutation.
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11
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Favre L, Sako N, Tarfi S, Quang VT, Joy C, Dupuy A, Guillerm E, Gaulard P, Wagner‐Ballon O, Pujals A, Sloma I. Evaluation of two new highly multiplexed PCR assays as an alternative to next-generation sequencing for IDH1/2 mutation detection. Mol Oncol 2022; 16:3916-3926. [PMID: 36062346 PMCID: PMC9718115 DOI: 10.1002/1878-0261.13311] [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: 02/24/2022] [Revised: 06/20/2022] [Accepted: 09/02/2022] [Indexed: 12/24/2022] Open
Abstract
IDH1 and IDH2 somatic mutations have been identified in solid tumors and blood malignancies. The development of inhibitors of mutant IDH1 and IDH2 in the past few years has prompted the development of a fast and sensitive assay to detect IDH1R132 , IDH2R140 and IDH2R172 mutations to identify patients eligible for these targeted therapies. This study aimed to compare two new multiplexed PCR assays - an automated quantitative PCR (qPCR) on the PGX platform and a droplet digital PCR (ddPCR) with next-generation sequencing (NGS) for IDH1/2 mutation detection. These assays were evaluated on 102 DNA extracted from patient peripheral blood, bone marrow and formalin-fixed paraffin-embedded tissue samples with mutation allelic frequency ranging from 0.6% to 45.6%. The ddPCR assay had better analytical performances than the PGX assay with 100% specificity, 100% sensitivity and a detection limit down to 0.5% on IDH1R132 , IDH2R140 and IDH2R172 codons, and a high correlation with NGS results. Therefore, the new highly multiplexed ddPCR is a fast and cost-effective assay that meets most clinical needs to identify and follow cancer patients in the era of anti-IDH1/2-targeted therapies.
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Affiliation(s)
- Loetitia Favre
- Department of PathologyAP‐HP, Henri Mondor University HospitalCreteilFrance,Univ Paris Est Creteil, INSERM, IMRBFrance
| | - Nouhoum Sako
- Department of PathologyAP‐HP, Henri Mondor University HospitalCreteilFrance
| | - Sihem Tarfi
- Univ Paris Est Creteil, INSERM, IMRBFrance,Hematology and Immunology DepartmentAP‐HP, Henri Mondor University HospitalCreteilFrance
| | - Violaine Tran Quang
- Univ Paris Est Creteil, INSERM, IMRBFrance,Hematology and Immunology DepartmentAP‐HP, Henri Mondor University HospitalCreteilFrance
| | - Corine Joy
- Hematology and Immunology DepartmentAP‐HP, Henri Mondor University HospitalCreteilFrance
| | | | - Erell Guillerm
- Genetic DepartmentAP‐HP, University Hospital Pitié SalpêtrièreParisFrance
| | - Philippe Gaulard
- Department of PathologyAP‐HP, Henri Mondor University HospitalCreteilFrance,Univ Paris Est Creteil, INSERM, IMRBFrance
| | - Orianne Wagner‐Ballon
- Univ Paris Est Creteil, INSERM, IMRBFrance,Hematology and Immunology DepartmentAP‐HP, Henri Mondor University HospitalCreteilFrance
| | - Anaïs Pujals
- Department of PathologyAP‐HP, Henri Mondor University HospitalCreteilFrance,Univ Paris Est Creteil, INSERM, IMRBFrance
| | - Ivan Sloma
- Univ Paris Est Creteil, INSERM, IMRBFrance,Hematology and Immunology DepartmentAP‐HP, Henri Mondor University HospitalCreteilFrance
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12
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Short NJ, Fu C, Berry DA, Walter RB, Freeman SD, Hourigan CS, Huang X, Gonzalez GN, Hwang H, Qi X, Kantarjian H, Zhou S, Ravandi F. Association of hematologic response and assay sensitivity on the prognostic impact of measurable residual disease in acute myeloid leukemia: a systematic review and meta-analysis. Leukemia 2022; 36:2817-2826. [PMID: 36261575 PMCID: PMC11852401 DOI: 10.1038/s41375-022-01692-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/19/2022] [Accepted: 08/23/2022] [Indexed: 12/25/2022]
Abstract
Measurable residual disease (MRD) is associated with relapse and survival in acute myeloid leukemia (AML). We aimed to quantify the impact of MRD on outcomes across clinical contexts, including its association with hematologic response and MRD assay sensitivity. We performed systematic literature review and meta-analysis of 48 studies that reported the association between MRD and overall survival (OS) or disease-free survival (DFS) in AML and provided information on the MRD threshold used and the hematologic response of the study population. Among studies limited to patients in complete remission (CR), the estimated 5-year OS for the MRD-negative and MRD-positive groups was 67% (95% Bayesian credible interval [CrI], 53-77%) and 31% (95% CrI, 18-44%), respectively. Achievement of an MRD-negative response was associated with superior DFS and OS, regardless of MRD threshold or analytic sensitivity. Among patients in CR, the benefit of MRD negativity was highest in studies using an MRD cutoff less than 0.1%. The beneficial impact of MRD negativity was observed across MRD assays and timing of MRD assessment. In patients with AML in morphological remission, achievement of MRD negativity is associated with superior DFS and OS, irrespective of hematologic response or the MRD threshold used.
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Affiliation(s)
- Nicholas J Short
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chenqi Fu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Donald A Berry
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Roland B Walter
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Sylvie D Freeman
- Institute of Infection and Immunity, University of Birmingham, Birmingham, UK
| | - Christopher S Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Xuelin Huang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Hyunsoo Hwang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xinyue Qi
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA.
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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13
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Zhang K, Gao L, Wang J, Chu X, Zhang Z, Zhang Y, Fang F, Tao Y, Li X, Tian Y, Li Z, Sang X, Ma L, Lu L, Chen Y, Yu J, Zhuo R, Wu S, Pan J, Hu S. A Novel BRD Family PROTAC Inhibitor dBET1 Exerts Great Anti-Cancer Effects by Targeting c-MYC in Acute Myeloid Leukemia Cells. Pathol Oncol Res 2022; 28:1610447. [PMID: 35832114 PMCID: PMC9272305 DOI: 10.3389/pore.2022.1610447] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/26/2022] [Indexed: 11/23/2022]
Abstract
Acute myeloid leukemia (AML) represents an aggressive hematopoietic malignancy with a prognosis inferior to that of other leukemias. Recent targeted therapies offer new opportunities to achieve better treatment outcomes. However, due to the complex heterogeneity of AML, its prognosis remains dismal. In this study, we first identified the correlation between high expression of BRD4 and overall survival of patients with AML. Targeted degradation of BRD2, BRD3, and BRD4 proteins by dBET1, a proteolysis-targeting chimera (PROTAC) against the bromodomain and extra-terminal domain (BET) family members, showed cytotoxic effects on Kasumi (AML1-ETO), NB4 (PML-RARa), THP-1 (MLL-AF9), and MV4-11 (MLL-AF4) AML cell lines representing different molecular subtypes of AML. Furthermore, we determined that dBET1 treatment arrested cell cycling and enhanced apoptosis and c-MYC was identified as the downstream target. Collectively, our results indicated that dBET1 had broad anti-cancer effects on AML cell lines with different molecular lesions and provided more benefits to patients with AML.
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Affiliation(s)
- Kunlong Zhang
- Children’s Hospital of Soochow University, Suzhou, China
- Department of Pediatrics, The Second Hospital of Anhui Medical University, Hefei, China
| | - Li Gao
- Department of Hematology, Children’s Hospital of Soochow University, Suzhou, China
| | - Jianwei Wang
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Xinran Chu
- Department of Hematology, Children’s Hospital of Soochow University, Suzhou, China
| | - Zimu Zhang
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Yongping Zhang
- Children’s Hospital of Soochow University, Suzhou, China
| | - Fang Fang
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Yanfang Tao
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Xiaolu Li
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Yuanyuan Tian
- Department of Hematology, Children’s Hospital of Soochow University, Suzhou, China
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
| | - Zhiheng Li
- Children’s Hospital of Soochow University, Suzhou, China
| | - Xu Sang
- Children’s Hospital of Soochow University, Suzhou, China
| | - Li Ma
- Children’s Hospital of Soochow University, Suzhou, China
| | - Lihui Lu
- Children’s Hospital of Soochow University, Suzhou, China
| | - Yanling Chen
- Children’s Hospital of Soochow University, Suzhou, China
| | - Juanjuan Yu
- Children’s Hospital of Soochow University, Suzhou, China
| | - Ran Zhuo
- Children’s Hospital of Soochow University, Suzhou, China
| | - Shuiyan Wu
- Intensive Care Unit, Children’s Hospital of Soochow University, Suzhou, China
| | - Jian Pan
- Institute of Pediatric Research, Children’s Hospital of Soochow University, Suzhou, China
- *Correspondence: Jian Pan, , ; Shaoyan Hu,
| | - Shaoyan Hu
- Department of Hematology, Children’s Hospital of Soochow University, Suzhou, China
- *Correspondence: Jian Pan, , ; Shaoyan Hu,
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14
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Vonk CM, Al Hinai ASA, Hanekamp D, Valk PJM. Molecular Minimal Residual Disease Detection in Acute Myeloid Leukemia. Cancers (Basel) 2021; 13:5431. [PMID: 34771594 PMCID: PMC8582498 DOI: 10.3390/cancers13215431] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 10/22/2021] [Accepted: 10/25/2021] [Indexed: 02/06/2023] Open
Abstract
Initial induction chemotherapy to eradicate the bulk of acute myeloid leukemia (AML) cells results in complete remission (CR) in the majority of patients. However, leukemic cells persisting in the bone marrow below the morphologic threshold remain unaffected and have the potential to proliferate and re-emerge as AML relapse. Detection of minimal/measurable residual disease (MRD) is a promising prognostic marker for AML relapse as it can assess an individual patients' risk profile and evaluate their response to treatment. With the emergence of molecular techniques, such as next generation sequencing (NGS), a more sensitive assessment of molecular MRD markers is available. In recent years, the detection of MRD by molecular assays and its association with AML relapse and survival has been explored and verified in multiple studies. Although most studies show that the presence of MRD leads to a worse clinical outcome, molecular-based methods face several challenges including limited sensitivity/specificity, and a difficult distinction between mutations that are representative of AML rather than clonal hematopoiesis. This review describes the studies that have been performed using molecular-based assays for MRD detection in the context of other MRD detection approaches in AML, and discusses limitations, challenges and opportunities.
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Affiliation(s)
- Christian M Vonk
- Department of Hematology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 CN Rotterdam, The Netherlands
| | - Adil S A Al Hinai
- Department of Hematology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 CN Rotterdam, The Netherlands
- National Genetic Center, Ministry of Health, Muscat 111, Oman
| | - Diana Hanekamp
- Department of Hematology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 CN Rotterdam, The Netherlands
- Department of Hematology, Cancer Center VU University Medical Center, Amsterdam University Medical Centers, 1081 HV Amsterdam, The Netherlands
| | - Peter J M Valk
- Department of Hematology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 CN Rotterdam, The Netherlands
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15
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Indeterminate and oncogenic potential: CHIP vs CHOP mutations in AML with NPM1 alteration. Leukemia 2021; 36:394-402. [PMID: 34376804 PMCID: PMC8807394 DOI: 10.1038/s41375-021-01368-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 06/13/2021] [Accepted: 07/22/2021] [Indexed: 11/08/2022]
Abstract
In AML patients, recurrent mutations were shown to persist in remission, however, only some have a prognostic value and persistent mutations might therefore reflect a re-established premalignant state or truly active disease causing relapse. We aimed to dissect the nature of co-mutations in NPM1 mutated AML where the detection of NPM1 transcripts allows highly specific and sensitive detection of complete molecular remission (CMR). We analysed 150 consecutive patients who achieved CMR following intensive treatment by next generation sequencing on paired samples at diagnosis, CMR and relapse (38/150 patients). Patients with persistence or the acquisition of non-DTA (DNMT3A, TET2, ASXL1) mutations at CMR (23/150 patients, 15%) have a significantly worse prognosis (EFS HR = 2.7, p = 0.003; OS HR = 3.6, p = 0.012). Based on clonal evolution analysis of diagnostic, CMR and relapse samples, we redefine pre-malignant mutations and include IDH1, IDH2 and SRSF2 with the DTA genes in this newly defined group. Only the persistence or acquisition of CHOP-like (clonal hematopoiesis of oncogenic potential) mutations was significantly associated with an inferior outcome (EFS HR = 4.5, p = 0.0002; OS HR = 5.5, p = 0.002). Moreover, the detection of CHOP-like mutations at relapse was detrimental (HR = 4.5, p = 0.01). We confirmed these findings in a second independent whole genome sequencing cohort.
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16
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Nucleophosmin1 and isocitrate dehydrogenase 1 and 2 as measurable residual disease markers in acute myeloid leukemia. PLoS One 2021; 16:e0253386. [PMID: 34153064 PMCID: PMC8216517 DOI: 10.1371/journal.pone.0253386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 06/03/2021] [Indexed: 11/19/2022] Open
Abstract
Monitoring measurable residual disease (MRD) in acute myeloid leukemia (AML) plays an important role in predicting relapse and outcome. The applicability of the leukemia-initiating nucleophosmin1 (NPM1) gene mutations in MRD detection is well-established, while that of isocitrate dehydrogenase1/2 (IDH1/2) mutations are matter of debate. The aim of this study was to investigate the stability of NPM1 and IDH1/2 mutations at diagnosis and relapse retrospectively in 916 adult AML patients. The prognostic value of MRD was evaluated by droplet digital PCR on the DNA level in a selected subgroup of patients in remission. NPM1 re-emerged at relapse in 91% (72/79), while IDH1/2 in 87% (20/23) of mutation-positive cases at diagnosis. NPM1 mutation did not develop at relapse, on the contrary novel IDH1/2 mutations occurred in 3% (3/93) of previously mutation-negative cases. NPM1 MRD-positivity after induction (n = 116) proved to be an independent, adverse risk factor (MRDpos 24-month OS: 39.3±6.2% versus MRDneg: 58.5±7.5%, p = 0.029; HR: 2.16; 95%CI: 1.25–3.74, p = 0.006). In the favorable subgroup of mutated NPM1 without fms-like tyrosine kinase 3 internal tandem duplication (FLT3-ITD) or with low allelic ratio, NPM1 MRD provides a valuable prognostic biomarker (NPM1 MRDpos versus MRDneg 24-month OS: 42.9±6.7% versus 66.7±8.6%; p = 0.01). IDH1/2 MRD-positivity after induction (n = 62) was also associated with poor survival (MRDpos 24-month OS: 41.3±9.2% versus MRDneg: 62.5±9.0%, p = 0.003; HR 2.81 95%CI 1.09–7.23, p = 0.032). While NPM1 variant allele frequency decreased below 2.5% in remission in all patients, IDH1/2 mutations (typically IDH2 R140Q) persisted in 24% of cases. Our results support that NPM1 MRD even at DNA level is a reliable prognostic factor, while IDH1/2 mutations may represent pre-leukemic, founder or subclonal drivers.
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17
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Shanmuganathan N, Branford S. Multiplex technologies for the assessment of minimal residual disease and low-level mutation detection in leukaemia: mass spectrometry versus next-generation sequencing. Br J Haematol 2021; 196:19-30. [PMID: 34124782 DOI: 10.1111/bjh.17623] [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] [Received: 03/18/2021] [Revised: 05/10/2021] [Accepted: 05/17/2021] [Indexed: 01/07/2023]
Abstract
With the focus of leukaemia management shifting to the implications of low-level disease burden, increasing attention is being paid on the development of highly sensitive methodologies required for detection. There are various techniques capable of identification of measurable residual disease (MRD) either evidencing as relevant mutation detection [e.g. nucleophosmin 1 (NPM1) mutation] or trace levels of leukaemic clonal populations. The vast majority of these methods only permit detection of a single clone or mutation. However, mass spectrometry and next-generation sequencing enable the interrogation of multiple genes simultaneously, facilitating a more complete genomic profile. In the present review, we explore the methodologies of both techniques in conjunction with the important advantages and limitations associated with each assay. We also highlight the evidence and the various instances where either technique has been used and propose future strategies for MRD detection.
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Affiliation(s)
- Naranie Shanmuganathan
- Department of Haematology, Royal Adelaide Hospital and SA Pathology, Adelaide, South Australia, Australia.,Department of Genetics and Molecular Pathology and Centre for Cancer Biology, SA Pathology, Adelaide, South Australia, Australia.,Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia.,School of Pharmacy and Medical Science, University of South Australia, Adelaide, South Australia, Australia.,School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Susan Branford
- Department of Genetics and Molecular Pathology and Centre for Cancer Biology, SA Pathology, Adelaide, South Australia, Australia.,Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia.,School of Pharmacy and Medical Science, University of South Australia, Adelaide, South Australia, Australia.,School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
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18
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The metabolic reprogramming in acute myeloid leukemia patients depends on their genotype and is a prognostic marker. Blood Adv 2021; 5:156-166. [PMID: 33570627 DOI: 10.1182/bloodadvances.2020002981] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 11/12/2020] [Indexed: 12/19/2022] Open
Abstract
Leukemic cells display some alterations in metabolic pathways, which play a role in leukemogenesis and in patients' prognosis. To evaluate the characteristics and the impact of this metabolic reprogramming, we explore the bone marrow samples from 54 de novo acute myeloid leukemia (AML) patients, using an untargeted metabolomics approach based on proton high-resolution magic angle spinning-nuclear magnetic resonance. The spectra obtained were subjected to multivariate statistical analysis to find specific metabolome alterations and biomarkers correlated to clinical features. We found that patients display a large diversity of metabolic profiles, according to the different AML cytologic subtypes and molecular statuses. The link between metabolism and molecular status was particularly strong for the oncometabolite 2-hydroxyglutarate (2-HG), whose intracellular production is directly linked to the presence of isocitrate dehydrogenase mutations. Moreover, patients' prognosis was strongly impacted by several metabolites, such as 2-HG that appeared as a good prognostic biomarker in our cohort. Conversely, deregulations in phospholipid metabolism had a negative impact on prognosis through 2 main metabolites (phosphocholine and phosphoethanolamine), which could be potential aggressiveness biomarkers. Finally, we highlighted an overexpression of glutathione and alanine in chemoresistant patients. Overall, our results demonstrate that different metabolic pathways could be activated in leukemic cells according to their phenotype and maturation levels. This confirms that metabolic reprogramming strongly influences prognosis of patients and underscores a particular role of certain metabolites and associated pathways in AML prognosis, suggesting common mechanisms developed by leukemic cells to maintain their aggressiveness even after well-conducted induction chemotherapy.
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19
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Loghavi S, DiNardo CD, Furudate K, Takahashi K, Tanaka T, Short NJ, Kadia T, Konopleva M, Kanagal-Shamanna R, Farnoud NR, Pierce S, Khoury JD, Jorgensen JL, Patel KP, Daver N, Yilmaz M, Medeiros LJ, Kantarjian H, Ravandi F, Wang SA. Flow cytometric immunophenotypic alterations of persistent clonal haematopoiesis in remission bone marrows of patients with NPM1-mutated acute myeloid leukaemia. Br J Haematol 2021; 192:1054-1063. [PMID: 33618432 DOI: 10.1111/bjh.17347] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/22/2020] [Accepted: 12/14/2020] [Indexed: 01/07/2023]
Abstract
Clonal haematopoiesis (CH) in patients with acute myeloid leukaemia (AML) may persist beyond attaining complete remission. From a consecutive cohort of 67 patients with nucleophosmin 1-mutated (NPM1mut ) AML, we identified 50 who achieved NPM1mut clearance and had parallel multicolour flow cytometry (MFC) and next generation sequencing (NGS). In total, 13 (26%) cleared all mutations, 37 (74%) had persistent CH frequently involving DNA methyltransferase 3α (DNMT3A,70%), tet methylcytosine dioxygenase 2 (TET2, 27%), isocitrate dehydrogenase 2 (IDH2, 19%) and IDH1 (11%). A small number (<1%) of aberrant CD34+ myeloblasts, but immunophenotypically different from original AML blasts [herein referred to as a pre-leukaemic (PL) phenotype], was detected in 17 (49%) patients with CH, but not in any patients with complete clearance of all mutations (P = 0·0037). A PL phenotype was associated with higher mutation burden (P = 0·005). Persistent IDH2 and serine and arginine-rich splicing factor 2 (SRSF2) mutations were exclusively observed in PL+ CH+ cases (P = 0·016). Persistent dysplasia was seen exclusively in cases with a PL+ phenotype (29% vs. none; P = 0·04). The PL+ phenotype did not correlate with age, intensity of induction therapy or relapse-free survival. Post-remission CH in the setting of NPM1mut clearance is common and may result in immunophenotypic changes in myeloid progenitors. It is important to not misinterpret these cells as AML measurable residual disease (MRD).
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Affiliation(s)
- Sanam Loghavi
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Ken Furudate
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA.,Department of Oral and Maxillofacial Surgery, Hirosaki University Graduate School of Medicine, Aomori, Japan
| | - Koichi Takahashi
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Tomoyuki Tanaka
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Nicholas J Short
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Tapan Kadia
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Marina Konopleva
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Noushin R Farnoud
- Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sherry Pierce
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph D Khoury
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey L Jorgensen
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Keyur P Patel
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Naval Daver
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Musa Yilmaz
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - L Jeffrey Medeiros
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Hagop Kantarjian
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Farhad Ravandi
- The Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Sa A Wang
- The Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
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20
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Ngai LL, Kelder A, Janssen JJWM, Ossenkoppele GJ, Cloos J. MRD Tailored Therapy in AML: What We Have Learned So Far. Front Oncol 2021; 10:603636. [PMID: 33575214 PMCID: PMC7871983 DOI: 10.3389/fonc.2020.603636] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 11/16/2020] [Indexed: 12/22/2022] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous clonal disease associated with a dismal survival, partly due to the frequent occurrence of relapse. Many patient- and leukemia-specific characteristics, such as age, cytogenetics, mutations, and measurable residual disease (MRD) after intensive chemotherapy, have shown to be valuable prognostic factors. MRD has become a rich field of research where many advances have been made regarding technical, biological, and clinical aspects, which will be the topic of this review. Since many laboratories involved in AML diagnostics have experience in immunophenotyping, multiparameter flow cytometry (MFC) based MRD is currently the most commonly used method. Although molecular, quantitative PCR based techniques may be more sensitive, their disadvantage is that they can only be applied in a subset of patients harboring the genetic aberration. Next-generation sequencing can assess and quantify mutations in many genes but currently does not offer highly sensitive MRD measurements on a routine basis. In order to provide reliable MRD results, MRD assay optimization and standardization is essential. Different techniques for MRD assessment are being evaluated, and combinations of the methods have shown promising results for improving its prognostic value. In this regard, the load of leukemic stem cells (LSC) has also been shown to add to the prognostic value of MFC-MRD. At this moment, MRD after intensive chemotherapy is most often used as a prognostic factor to help stratify patients, but also to select the most appropriate consolidation therapy. For example, to guide post-remission treatment for intermediate-risk patients where MRD positive patients receive allogeneic stem cell transplantation and MRD negative receive autologous stem cell transplantation. Other upcoming uses of MRD that are being investigated include: selecting the type of allogeneic stem cell transplantation therapy (donor, conditioning), monitoring after stem cell transplantation (to allow intervention), and determining drug efficacy for the use of a surrogate endpoint in clinical trials.
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Affiliation(s)
| | | | | | | | - Jacqueline Cloos
- Department of Hematology, Amsterdam UMC, Cancer Center Amsterdam, Vrije Universiteit, Amsterdam, Netherlands
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21
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Carlsen ED, Aggarwal N, Bailey NG. Molecular methods for measurable residual disease in acute myeloid leukemia: where are we and where are we going? J Hematop 2021. [DOI: 10.1007/s12308-020-00440-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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22
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Carbonell D, Suárez-González J, Chicano M, Andrés-Zayas C, Díez-Díez M, Rodríguez-Macías G, Muñiz P, Kwon M, Anguita J, Díez-Martín JL, Buño I, Martínez-Laperche C. Genetic biomarkers identify a subgroup of high-risk patients within low-risk NPM1-mutated acute myeloid leukemia. Leuk Lymphoma 2020; 62:1178-1186. [PMID: 33372822 DOI: 10.1080/10428194.2020.1863400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Although acute myeloid leukemia (AML) with NPM1mut/FLT3-ITDneg is a low-risk entity, its relapse rate remains high. Out of 333 AML patients, 27 were NPM1mut, and were analyzed in greater detail in order to find associations between clinical and molecular features and cumulative incidence of relapse. Next-generation sequencing (NGS) was performed on diagnosis and remission samples using two capture-based panels. The presence of the FLT3D835 variant at diagnosis and a qPCR value of NPM1mut ≥0.1% after induction chemotherapy were associated with an increased probability of relapse, especially if both conditions are present together. By contrast, patients in which the main clone found at diagnosis harbored NPM1 variant had a lower risk of relapse. Nineteen of the 85 variants found at diagnosis were detected by NGS in remission. AML Subgroup with NPM1mut/FLT3-ITDneg is a heterogeneous entity, which can be further risk-stratified based on molecular biomarkers.
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Affiliation(s)
- Diego Carbonell
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - Julia Suárez-González
- Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain.,Genomics Unit, Gregorio Marañón General University Hospital, IiSGM, Madrid, Spain
| | - María Chicano
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - Cristina Andrés-Zayas
- Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain.,Genomics Unit, Gregorio Marañón General University Hospital, IiSGM, Madrid, Spain
| | - Miriam Díez-Díez
- Genomics Unit, Gregorio Marañón General University Hospital, IiSGM, Madrid, Spain
| | | | - Paula Muñiz
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - Mi Kwon
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - Javier Anguita
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - José Luis Díez-Martín
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain.,Department of Medicine, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Ismael Buño
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain.,Genomics Unit, Gregorio Marañón General University Hospital, IiSGM, Madrid, Spain.,Department of Cell Biology, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Carolina Martínez-Laperche
- Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.,Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
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23
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Short NJ, Zhou S, Fu C, Berry DA, Walter RB, Freeman SD, Hourigan CS, Huang X, Nogueras Gonzalez G, Hwang H, Qi X, Kantarjian H, Ravandi F. Association of Measurable Residual Disease With Survival Outcomes in Patients With Acute Myeloid Leukemia: A Systematic Review and Meta-analysis. JAMA Oncol 2020; 6:1890-1899. [PMID: 33030517 PMCID: PMC7545346 DOI: 10.1001/jamaoncol.2020.4600] [Citation(s) in RCA: 241] [Impact Index Per Article: 48.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 07/20/2020] [Indexed: 12/21/2022]
Abstract
IMPORTANCE Measurable residual disease (MRD) refers to neoplastic cells that cannot be detected by standard cytomorphologic analysis. In patients with acute myeloid leukemia (AML), determining the association of MRD with survival may improve prognostication and inform selection of efficient clinical trial end points. OBJECTIVE To examine the association between MRD status and disease-free survival (DFS) and overall survival (OS) in patients with AML using scientific literature. DATA SOURCES Clinical studies on AML published between January 1, 2000, and October 1, 2018, were identified via searches of PubMed, Embase, and MEDLINE. STUDY SELECTION Literature search and study screening were performed according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines. Studies that assessed DFS or OS by MRD status in patients with AML were included. Reviews, non-English-language articles, and studies reporting only outcomes after hematopoietic cell transplantation or those with insufficient description of MRD information were excluded. DATA EXTRACTION AND SYNTHESIS Study sample size, median patient age, median follow-up time, MRD detection method, MRD assessment time points, AML subtype, specimen source, and survival outcomes were extracted. Meta-analyses were performed separately for DFS and OS using bayesian hierarchical modeling. MAIN OUTCOMES AND MEASURES Meta-analyses of survival probabilities and hazard ratios (HRs) were conducted for OS and DFS according to MRD status. RESULTS Eighty-one publications reporting on 11 151 patients were included. The average HR for achieving MRD negativity was 0.36 (95% bayesian credible interval [CrI], 0.33-0.39) for OS and 0.37 (95% CrI, 0.34-0.40) for DFS. The estimated 5-year DFS was 64% for patients without MRD and 25% for those with MRD, and the estimated OS was 68% for patients without MRD and 34% for those with MRD. The association of MRD negativity with DFS and OS was significant for all subgroups, with the exception of MRD assessed by cytogenetics or fluorescent in situ hybridization. CONCLUSIONS AND RELEVANCE The findings of this meta-analysis suggest that achievement of MRD negativity is associated with superior DFS and OS in patients with AML. The value of MRD negativity appears to be consistent across age groups, AML subtypes, time of MRD assessment, specimen source, and MRD detection methods. These results support MRD status as an end point that may allow for accelerated evaluation of novel therapies in AML.
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Affiliation(s)
- Nicholas J. Short
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Chenqi Fu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Donald A. Berry
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Roland B. Walter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Sylvie D. Freeman
- Institute of Infection and Immunity, University of Birmingham, Birmingham, United Kingdom
| | - Christopher S. Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Xuelin Huang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | | | - Hyunsoo Hwang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Xinyue Qi
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
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24
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Testa U, Castelli G, Pelosi E. Isocitrate Dehydrogenase Mutations in Myelodysplastic Syndromes and in Acute Myeloid Leukemias. Cancers (Basel) 2020; 12:E2427. [PMID: 32859092 PMCID: PMC7564409 DOI: 10.3390/cancers12092427] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/03/2020] [Accepted: 08/20/2020] [Indexed: 02/07/2023] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease generated by the acquisition of multiple genetic and epigenetic aberrations which impair the proliferation and differentiation of hematopoietic progenitors and precursors. In the last years, there has been a dramatic improvement in the understanding of the molecular alterations driving cellular signaling and biochemical changes determining the survival advantage, stimulation of proliferation, and impairment of cellular differentiation of leukemic cells. These molecular alterations influence clinical outcomes and provide potential targets for drug development. Among these alterations, an important role is played by two mutant enzymes of the citric acid cycle, isocitrate dehydrogenase (IDH), IDH1 and IDH2, occurring in about 20% of AMLs, which leads to the production of an oncogenic metabolite R-2-hydroxy-glutarate (R-2-HG); this causes a DNA hypermethylation and an inhibition of hematopoietic stem cell differentiation. IDH mutations differentially affect prognosis of AML patients following the location of the mutation and other co-occurring genomic abnormalities. Recently, the development of novel therapies based on the specific targeting of mutant IDH may contribute to new effective treatments of these patients. In this review, we will provide a detailed analysis of the biological, clinical, and therapeutic implications of IDH mutations.
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Affiliation(s)
- Ugo Testa
- Department of Oncology, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy; (G.C.); (E.P.)
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25
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Clonal dominance is an adverse prognostic factor in acute myeloid leukemia treated with intensive chemotherapy. Leukemia 2020; 35:712-723. [PMID: 32581253 DOI: 10.1038/s41375-020-0932-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 06/12/2020] [Accepted: 06/16/2020] [Indexed: 02/07/2023]
Abstract
Intra-tumor heterogeneity portends poor outcome in many cancers. In AML, a higher number of drivers worsens prognosis. The Shannon Index is a robust metric of clonal heterogeneity that accounts for the number of clones, but also their relative abundance. We show that a Shannon Index can be estimated from bulk sequencing, which is correlated (ρ = 0.76) with clonal diversity from single-colony genotyping. In a discovery cohort of 292 patients with sequencing of 43 genes, a higher number of drivers (HR = 1.18, P = 0.028) and a lower Shannon Index (HR = 0.68, P = 0.048), the latter reflecting clonal dominance, are independently associated with worse OS independently of European LeukemiaNet 2017 risk. These findings are validated in an independent cohort of 1184 patients with 111-gene sequencing (number of drivers HR = 1.16, P = 1 × 10-5, Shannon Index HR = 0.81, P = 0.007). By re-interrogating paired diagnosis/relapse exomes from 50 cytogenetically normal AMLs, we find clonal dominance at diagnosis to be correlated with the gain of a significantly higher number of mutations at relapse (P = 6 × 10-6), hence with clonal sweeping. Our results suggest that clonal dominance at diagnosis is associated with the presence of a leukemic phenotype allowing rapid expansion of new clones and driving relapse after chemotherapy.
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26
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Long L, Assaraf YG, Lei ZN, Peng H, Yang L, Chen ZS, Ren S. Genetic biomarkers of drug resistance: A compass of prognosis and targeted therapy in acute myeloid leukemia. Drug Resist Updat 2020; 52:100703. [PMID: 32599434 DOI: 10.1016/j.drup.2020.100703] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 04/22/2020] [Accepted: 04/27/2020] [Indexed: 12/17/2022]
Abstract
Acute myeloid leukemia (AML) is a highly aggressive hematological malignancy with complex heterogenous genetic and biological nature. Thus, prognostic prediction and targeted therapies might contribute to better chemotherapeutic response. However, the emergence of multidrug resistance (MDR) markedly impedes chemotherapeutic efficacy and dictates poor prognosis. Therefore, prior evaluation of chemoresistance is of great importance in therapeutic decision making and prognosis. In recent years, preclinical studies on chemoresistance have unveiled a compendium of underlying molecular basis, which facilitated the development of targetable small molecules. Furthermore, routing genomic sequencing has identified various genomic aberrations driving cellular response during the course of therapeutic treatment through adaptive mechanisms of drug resistance, some of which serve as prognostic biomarkers in risk stratification. However, the underlying mechanisms of MDR have challenged the certainty of the prognostic significance of some mutations. This review aims to provide a comprehensive understanding of the role of MDR in therapeutic decision making and prognostic prediction in AML. We present an updated genetic landscape of the predominant mechanisms of drug resistance with novel targeted therapies and potential prognostic biomarkers from preclinical and clinical chemoresistance studies in AML. We particularly highlight the unfolded protein response (UPR) that has emerged as a critical regulatory pathway in chemoresistance of AML with promising therapeutic horizon. Futhermore, we outline the most prevalent mutations associated with mechanisms of chemoresistance and delineate the future directions to improve the current prognostic tools. The molecular analysis of chemoresistance integrated with genetic profiling will facilitate decision making towards personalized prognostic prediction and enhanced therapeutic efficacy.
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MESH Headings
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- Biomarkers, Tumor/antagonists & inhibitors
- Biomarkers, Tumor/genetics
- Disease-Free Survival
- Drug Resistance, Multiple/drug effects
- Drug Resistance, Multiple/genetics
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/mortality
- Molecular Targeted Therapy/methods
- Mutation
- Neoplasm Recurrence, Local/epidemiology
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/prevention & control
- Precision Medicine/methods
- Prognosis
- Unfolded Protein Response/genetics
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Affiliation(s)
- Luyao Long
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, P.R. China; Graduate School, Chinese Academy of Medical Sciences, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, P.R. China
| | - Yehuda G Assaraf
- The Fred Wyszkowski Cancer Research Laboratory, Department of Biology, Technion-Israel Institute of Technology, Haifa, 3200003, Israel
| | - Zi-Ning Lei
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA; School of Public Health, Guangzhou Medical University, Guangzhou, P.R. China
| | - Hongwei Peng
- Department of Pharmacy, First Affiliated Hospital of Nanchang University, Nanchang, P.R. China
| | - Lin Yang
- Department of Hematology, the Second Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Zhe-Sheng Chen
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA.
| | - Simei Ren
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, P.R. China; Graduate School, Chinese Academy of Medical Sciences, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, P.R. China.
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27
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Hasserjian RP, Steensma DP, Graubert TA, Ebert BL. Clonal hematopoiesis and measurable residual disease assessment in acute myeloid leukemia. Blood 2020; 135:1729-1738. [PMID: 32232484 PMCID: PMC7225688 DOI: 10.1182/blood.2019004770] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 02/27/2020] [Indexed: 12/13/2022] Open
Abstract
Current objectives regarding treatment of acute myeloid leukemia (AML) include achieving complete remission (CR) by clinicopathological criteria followed by interrogation for the presence of minimal/measurable residual disease (MRD) by molecular genetic and/or flow cytometric techniques. Although advances in molecular genetic technologies have enabled highly sensitive detection of AML-associated mutations and translocations, determination of MRD is complicated by the fact that many treated patients have persistent clonal hematopoiesis (CH) that may not reflect residual AML. CH detected in AML patients in CR includes true residual or early recurrent AML, myelodysplastic syndrome or CH that is ancestral to the AML, and independent or newly emerging clones of uncertain leukemogenic potential. Although the presence of AML-related mutations has been shown to be a harbinger of relapse in multiple studies, the significance of other types of CH is less well understood. In patients who undergo allogeneic hematopoietic cell transplantation (HCT), post-HCT clones can be donor-derived and in some cases engender a new myeloid neoplasm that is clonally unrelated to the recipient's original AML. In this article, we discuss the spectrum of CH that can be detected in treated AML patients, propose terminology to standardize nomenclature in this setting, and review clinical data and areas of uncertainty among the various types of posttreatment hematopoietic clones.
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MESH Headings
- Clonal Hematopoiesis/physiology
- Diagnostic Techniques and Procedures
- Hematopoietic Stem Cell Transplantation
- Humans
- Leukemia, Myeloid, Acute/blood
- Leukemia, Myeloid, Acute/diagnosis
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/therapy
- Medical Oncology/methods
- Neoplasm, Residual
- Prognosis
- Remission Induction
- Transplantation Conditioning
- Transplantation, Homologous
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28
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Lo Presti C, Fauvelle F, Mondet J, Mossuz P. The differential activation of metabolic pathways in leukemic cells depending on their genotype and micro-environmental stress. Metabolomics 2020; 16:13. [PMID: 31925544 DOI: 10.1007/s11306-020-1633-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 01/03/2020] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Acute myeloid leukemia (AML) is characterized by a set of malignant proliferations leading to an accumulation of blasts in the bone marrow and blood. The prognosis is pejorative due to the molecular complexity and pathways implicated in leukemogenesis. OBJECTIVES Our research was focused on comparing the metabolic profiles of leukemic cells in basal culture and deprivation conditions to investigate their behaviors under metabolic stress. METHODS We performed untargeted metabolomics using 1H HRMAS-NMR. Five human leukemic cell lines-KG1, K562, HEL, HL60 and OCIAML3-were studied in the basal and nutrient deprivation states. A multivariate analysis of the metabolic profile was performed to find over- or under- expressed metabolites in the different cell lines, depending on the experimental conditions. RESULTS In the basal state, each leukemic cell line exhibited a specific metabolic signature related to the diversity of AML subtypes represented and their phenotypes. When cultured in a serum-free medium, they showed quick metabolic adaptation and continued to proliferate and survive despite the lack of nutrients. Low apoptosis was observed. Increased phosphocholine and glutathione was a common feature of all the observed cell lines, with the maximum increase in these metabolites at 24 h of culture, suggesting the involvement of lipid metabolism and oxidative stress regulators in the survival mechanism developed by the leukemic cells. CONCLUSIONS Our study provides new insights into the metabolic mechanisms in leukemogenesis and suggests a hierarchy of metabolic pathways activated within leukemic cells, some dependent on their genotypes and others conserved among the subtypes but commonly induced under micro-environmental stress.
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Affiliation(s)
- Caroline Lo Presti
- Department of Biological Hematology, Grenoble Alpes University Hospital, Grenoble, France.
- UGA/INSERM U1209/CNRS 5309, Institute for Advanced Biosciences, Grenoble, France.
| | - Florence Fauvelle
- UGA/INSERM U1216, Grenoble Institute of Neurosciences, Grenoble, France
- UGA/INSERM US17, Grenoble MRI Facility IRMaGe, Grenoble, France
| | - Julie Mondet
- UGA/INSERM U1209/CNRS 5309, Institute for Advanced Biosciences, Grenoble, France
- Molecular Pathology Laboratory, Grenoble Alpes University Hospital, Grenoble, France
| | - Pascal Mossuz
- Department of Biological Hematology, Grenoble Alpes University Hospital, Grenoble, France
- UGA/INSERM U1209/CNRS 5309, Institute for Advanced Biosciences, Grenoble, France
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29
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Khalife-Hachem S, Pegliasco J, Saada V, Hernandez E, Camara-Clayette V, Cotteret S, Benabdelali R, de Botton S, Marzac C, Micol JB. Spontaneous molecular response of IDH2 acute myeloid leukemia. Ann Hematol 2019; 99:353-354. [PMID: 31814054 DOI: 10.1007/s00277-019-03876-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 11/26/2019] [Indexed: 12/22/2022]
Affiliation(s)
- Sabine Khalife-Hachem
- Département d'Hématologie, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France
| | - Jean Pegliasco
- Département d'Hématologie, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France
| | - Véronique Saada
- Département de Biologie et Pathologie médicales, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France
| | | | - Valerie Camara-Clayette
- Laboratoire de Recherche Translationnelle, AMMICa INSERMUS23/CNRS UMS3655, Gustave Roussy, Université Paris-Saclay, 94805, Villejuif, France
| | - Sophie Cotteret
- Département de Biologie et Pathologie médicales, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France
| | | | - Stephane de Botton
- Département d'Hématologie, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,Inserm U1170, Gustave Roussy, Université Paris-Saclay, 94805, Villejuif, France
| | - Christophe Marzac
- Département de Biologie et Pathologie médicales, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,Inserm U1170, Gustave Roussy, Université Paris-Saclay, 94805, Villejuif, France
| | - Jean-Baptiste Micol
- Département d'Hématologie, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France. .,Inserm U1170, Gustave Roussy, Université Paris-Saclay, 94805, Villejuif, France.
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30
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Freeman SD, Hourigan CS. MRD evaluation of AML in clinical practice: are we there yet? HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2019; 2019:557-569. [PMID: 31808906 PMCID: PMC6913462 DOI: 10.1182/hematology.2019000060] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
MRD technologies increase our ability to measure response in acute myeloid leukemia (AML) beyond the limitations of morphology. When applied in clinical trials, molecular and immunophenotypic MRD assays have improved prognostic precision, providing a strong rationale for their use to guide treatment, as well as to measure its effectiveness. Initiatives such as those from the European Leukemia Network now provide a collaborative knowledge-based framework for selection and implementation of MRD assays most appropriate for defined genetic subgroups. For patients with mutated-NPM1 AML, quantitative polymerase chain reaction (qPCR) monitoring of mutated-NPM1 transcripts postinduction and sequentially after treatment has emerged as a highly sensitive and specific tool to predict relapse and potential benefit from allogeneic transplant. Flow cytometric MRD after induction is prognostic across genetic risk groups and can identify those patients in the wild-type NPM1 intermediate AML subgroup with a very high risk for relapse. In parallel with these data, advances in genetic profiling have extended understanding of the etiology and the complex dynamic clonal nature of AML, as well as created the opportunity for MRD monitoring using next-generation sequencing (NGS). NGS AML MRD detection can stratify outcomes and has potential utility in the peri-allogeneic transplant setting. However, there remain challenges inherent in the NGS approach of multiplex quantification of mutations to track AML MRD. Although further development of this methodology, together with orthogonal testing, will clarify its relevance for routine clinical use, particularly for patients lacking a qPCR genetic target, established validated MRD assays can already provide information to direct clinical practice.
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Affiliation(s)
- Sylvie D Freeman
- Clinical Immunology Service, Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom; and
| | - Christopher S Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
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31
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Olarte I, García A, Ramos C, Arratia B, Centeno F, Paredes J, Rozen E, Kassack J, Collazo J, Martínez A. Detection Of Mutations In The Isocitrate Dehydrogenase Genes (IDH1/IDH2) Using castPCR TM In Patients With AML And Their Clinical Impact In Mexico City. Onco Targets Ther 2019; 12:8023-8031. [PMID: 31632056 PMCID: PMC6781602 DOI: 10.2147/ott.s219703] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 09/01/2019] [Indexed: 12/15/2022] Open
Abstract
Objective Approximately 40–50% of patients with acute myeloid leukaemia (AML) have been reported to present with a normal karyotype and a variable disease-free period, most likely due to the molecular heterogeneity presented by these patients. A variety of mutations have been identified at the molecular level, such as those in the IDH1/2 gene, which causes a gain of function of the isocitrate dehydrogenase enzyme, generating high levels of the (R)-2-hydroxyglutarate oncometabolite, which competitively inhibits dioxygenase enzymes. Therefore, the objective of this study was to evaluate the incidence of IDH1/2 gene mutations in AML patients and their impact on survival. Materials and methods A total of 101 patients with a diagnosis of AML were included; mononuclear cells were obtained for DNA extraction and purification. Mutations were detected using TaqMan™ competitive allele-specific probes (castPCR™). Overall survival curves were plotted using IBM SPSS Statistics 23 software. Results The frequency of IDH gene mutations was 19.8%. For the IDH1 gene, 13.8% of the mutations identified included R132H, V178I, G105G and R132C. The frequency of mutations of the IDH2 gene was 5.9%; the variants included R172K and R140Q. The mean survival time in patients without IDH1 gene mutations was 173.15 days (120.20–226.10), while the mean survival time for patients with mutations was 54.95 days (9.7–100.18), p = 0.001. Conclusion The frequency of IDH1 and IDH2 gene mutations in the sample was similar to that reported in other studies. The analysis of these mutations in AML patients is of great importance as a prognostic factor due to their impact on survival and their use as potential therapeutic targets or as targets of inhibitors of IDH1(Ivosidenib, Tibsovo) and IDH2 (Enasidenib, Idhifa).
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Affiliation(s)
- Irma Olarte
- Department of Molecular Biology, Hematology Service, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Anel García
- Department of Molecular Biology, Hematology Service, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Christian Ramos
- Department of Medical Hematology, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Brenda Arratia
- Department of Molecular Biology, Hematology Service, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Federico Centeno
- Department Immunogenomics and Metabolic Disease, Instituto Nacional de Medicina Genómic, SS, Mexico City, Mexico
| | - Johanna Paredes
- Department of Molecular Biology, Hematology Service, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Etta Rozen
- Department of Medical Hematology, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Juan Kassack
- Department of Medical Hematology, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Juan Collazo
- Department of Medical Hematology, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - Adolfo Martínez
- Department of Molecular Biology, Hematology Service, Hospital General de México, "Dr. Eduardo Liceaga", Mexico City, Mexico
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Castro I, Sampaio-Marques B, Ludovico P. Targeting Metabolic Reprogramming in Acute Myeloid Leukemia. Cells 2019; 8:cells8090967. [PMID: 31450562 PMCID: PMC6770240 DOI: 10.3390/cells8090967] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 08/13/2019] [Accepted: 08/22/2019] [Indexed: 12/19/2022] Open
Abstract
The cancer metabolic reprogramming allows the maintenance of tumor proliferation, expansion and survival by altering key bioenergetics, biosynthetic and redox functions to meet the higher demands of tumor cells. In addition, several metabolites are also needed to perform signaling functions that further promote tumor growth and progression. These metabolic alterations have been exploited in different cancers, including acute myeloid leukemia, as novel therapeutic strategies both in preclinical models and clinical trials. Here, we review the complexity of acute myeloid leukemia (AML) metabolism and discuss how therapies targeting different aspects of cellular metabolism have demonstrated efficacy and how they provide a therapeutic window that should be explored to target the metabolic requirements of AML cells.
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Affiliation(s)
- Isabel Castro
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, 4806-909 Braga/Guimarães, Portugal
| | - Belém Sampaio-Marques
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, 4806-909 Braga/Guimarães, Portugal
| | - Paula Ludovico
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal.
- ICVS/3B's-PT Government Associate Laboratory, 4806-909 Braga/Guimarães, Portugal.
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Shumilov E, Flach J, Joncourt R, Porret N, Wiedemann G, Novak U, Gfeller E, Jeker B, Amstutz U, Pabst T, Bacher U. Clinical value of molecular MRD monitoring by next-generation sequencing in patients with IDH2 mutated AML. Leuk Lymphoma 2019; 60:2588-2590. [DOI: 10.1080/10428194.2019.1585838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Evgenii Shumilov
- Department of Hematology and Medical Oncology, University Medicine Göttingen (UMG), Göttingen, Germany
| | - Johanna Flach
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Mannheim, Germany
| | - Raphael Joncourt
- University Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Naomi Porret
- University Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Gertrud Wiedemann
- University Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Urban Novak
- Department of Medical Oncology, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Eva Gfeller
- University Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, Bern, Switzerland
- Center of Laboratory Medicine (ZLM)/University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Barbara Jeker
- Department of Medical Oncology, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Ursula Amstutz
- Center of Laboratory Medicine (ZLM)/University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Thomas Pabst
- Department of Medical Oncology, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Ulrike Bacher
- University Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, Bern, Switzerland
- Center of Laboratory Medicine (ZLM)/University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, Bern, Switzerland
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Voso MT, Ottone T, Lavorgna S, Venditti A, Maurillo L, Lo-Coco F, Buccisano F. MRD in AML: The Role of New Techniques. Front Oncol 2019; 9:655. [PMID: 31396481 PMCID: PMC6664148 DOI: 10.3389/fonc.2019.00655] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 07/04/2019] [Indexed: 11/17/2022] Open
Abstract
In the context of precision medicine, assessment of minimal residual disease (MRD) has been used in acute myeloid leukemia (AML) to direct individual treatment programs, including allogeneic stem cell transplantation in patients at high-risk of relapse. One of the limits of this approach has been in the past the paucity of AML markers suitable for MRD assessment. Recently, the number of biomarkers has increased, due to the identification of highly specific leukemia-associated immunophenotypes by multicolor flow-cytometry, and of rare mutated gene sequences by digital droplet PCR, or next-generation sequencing (NGS). In addition, NGS allowed unraveling of clonal heterogeneity, present in AML at initial diagnosis or developing during treatment, which influences reliability of specific biomarkers, that may be unstable during the disease course. The technological advances have increased the application of MRD-based strategies to a significantly higher number of AML patients, and the information deriving from MRD assessment has been used to design individual post-remission protocols and pre-emptive treatments in patients with sub-clinical relapse. This led to the definition of MRD-negative complete remission as outcome definition in the recently published European Leukemianet MRD guidelines. In this review, we summarized the principles of modern technologies and their clinical applications for MRD detection in AML patients, according to the specific leukemic markers.
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Affiliation(s)
- Maria Teresa Voso
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
- Santa Lucia Foundation, IRCCS, Neuro-Oncohematology, Rome, Italy
| | - Tiziana Ottone
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
- Santa Lucia Foundation, IRCCS, Neuro-Oncohematology, Rome, Italy
| | - Serena Lavorgna
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
| | - Adriano Venditti
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
| | - Luca Maurillo
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
| | - Francesco Lo-Coco
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
| | - Francesco Buccisano
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
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Chen YY, Ho HL, Lin SC, Hsu CY, Ho DMT. Loss of BCAT1 Expression is a Sensitive Marker for IDH-Mutant Diffuse Glioma. Neurosurgery 2018; 85:335-342. [DOI: 10.1093/neuros/nyy338] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/25/2018] [Indexed: 12/19/2022] Open
Abstract
Abstract
BACKGROUND
IDH mutation is an important prognostic factor of diffuse astrocytomas. Although the majority of IDH mutations could be identified by immunohistochemical (IHC) stain for R132H-mutant IDH1, DNA sequencing would be required for IHC negative cases to determine their IDH mutation status. This approach is not cost-effective for tumors with low IDH mutation rates.
OBJECTIVE
To investigate whether BCAT1 could be used as a surrogate marker for IDH mutations, because BCAT1 is an enzyme related to IDH genes.
METHODS
A group of 120 anaplastic astrocytomas were immunostained for BCAT1, ATRX, and R132H-mutant IDH1. Staining results correlated with the results of DNA sequencing of IDH1/IDH2.
RESULTS
DNA sequencing showed IDH1/2 mutations in 50.8% of cases of which 73.8% had IDH1 R132H mutation. Several IDH1 noncodon 132 mutations, ie, G97D, S122N, G123E, I130K, and G131S, which had uncertain prognostic significance, were identified. IHC stain for R132H-mutant IDH1 identified 93.3% of IDH1 R132H mutations and 70.5% of all IDH mutations. BCAT1 loss was seen in 65.8% of cases, its sensitivity to identify IDH mutations was 96.7%. The sensitivity reached 100% for IDH1 codon 132 and IDH2 codon 172 mutations.
CONCLUSION
Positive BCAT1 stain could be used to exclude diffuse gliomas with IDH1 codon 132 and IDH2 codon 172 mutations. Selecting cases with negative BCAT1 and R132H-mutant IDH1 staining for DNA sequencing of IDH1/2 genes could improve the cost-effectiveness of detecting IDH mutations particularly in tumors with low IDH mutation rates, and confine the need of 1p/19q assay in IDH-mutant tumors.
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Affiliation(s)
- Yen-Ying Chen
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hsiang-Ling Ho
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Shih-Chieh Lin
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Chih-Yi Hsu
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
- College of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Donald Ming-Tak Ho
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
- Department of Pathology and Laboratory Medicine, Cheng Hsin General Hospital, Taipei, Taiwan
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