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Hochman MJ, DeZern AE. SOHO State of the Art Updates and Next Questions: An Update on Higher Risk Myelodysplastic Syndromes. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024:S2152-2650(24)00113-7. [PMID: 38594129 DOI: 10.1016/j.clml.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 04/11/2024]
Abstract
Higher-risk myelodysplastic syndromes (HR-MDS) are clonal myeloid neoplasms that cause life-limiting complications from severe cytopenias and leukemic transformation. Efforts to better classify, prognosticate, and assess therapeutic responses in HR-MDS have resulted in publication of new clinical tools in the last several years. Given limited current treatment options and suboptimal outcomes, HR-MDS stands to benefit from the study of investigational agents.Higher-risk myelodysplastic syndromes (HR-MDS) are a heterogenous group of clonal myeloid-lineage malignancies often characterized by high-risk genetic lesions, increased blood transfusion needs, constitutional symptoms, elevated risk of progression to acute myeloid leukemia (AML), and therapeutic need for allogeneic bone marrow transplantation. Use of blast percentage and other morphologic features to define myelodysplastic neoplasm subtypes is rapidly shifting to incorporate genetics, resulting in a subset of former HR-MDS patients now being considered as AML in presence of leukemia-defining genetic alterations. A proliferation of prognostic tools has further focused use of genetic features to drive decision making in clinical management. Recently, criteria to assess response of HR-MDS to therapy were revised to incorporate more clinically meaningful endpoints and better match AML response criteria. Basic science investigations have resulted in improved understanding of the relationship between MDS genetic lesions, bone marrow stromal changes, germline predispositions, and disease phenotype. However, therapeutic advances have been more limited. There has been import of the IDH1 inhibitor ivosidenib, initially approved for AML; the Bcl-2 inhibitor venetoclax and liposomal daunorubicin/cytarabine (CPX-351) are under active investigation as well. Unfortunately, effective treatment of TP53-mutated disease remains elusive, though preliminary evidence suggests improved outcomes with oral decitabine/cedazuridine over parenteral hypomethylating agent monotherapy. Investigational agents with novel mechanisms of action may help expand the repertoire of treatment options for HR-MDS and trials continue to offer a hopeful therapeutic avenue for suitable patients.
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Affiliation(s)
- Michael J Hochman
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | - Amy E DeZern
- Division of Hematological Malignancies, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD.
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2
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Chandra DJ, Lachowiez CA, Loghavi S. Practical considerations in clinical application of WHO 5th and ICC classification schemes for acute myeloid leukemia. Blood Rev 2024; 64:101156. [PMID: 38040614 DOI: 10.1016/j.blre.2023.101156] [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: 10/04/2023] [Revised: 11/20/2023] [Accepted: 11/21/2023] [Indexed: 12/03/2023]
Abstract
The updated WHO 5th edition and ICC 2022 classification systems for AML aim to refine our diagnostic criteria and definitions of AML with deeper incorporation of cytogenetic and molecular aberrations. The two classification systems diverge, however, in numerous AML defining criteria and subclassifications, including the incorporation of blast enumeration and the integration of specific genomic mutations. These differences often create challenges for clinicians in not only establishing a diagnosis of AML, but also in determining the best treatment plan for patients. In this review, we highlight the literature surrounding the contrasting areas between the WHO and ICC guidelines and offer guidance in the clinical application of these guidelines in the management of patients with AML.
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Affiliation(s)
- Daniel J Chandra
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Division of Hematology & Medical Oncology, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Curtis A Lachowiez
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Division of Hematology & Medical Oncology, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Sanam Loghavi
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
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3
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Castaño-Díez S, Guijarro F, López-Guerra M, Pérez-Valencia AI, Gómez-Núñez M, Colomer D, Díaz-Beyá M, Esteve J, Rozman M. Infrequent Presentations of Chronic NPM1-Mutated Myeloid Neoplasms: Clinicopathological Features of Eight Cases from a Single Institution and Review of the Literature. Cancers (Basel) 2024; 16:705. [PMID: 38398096 PMCID: PMC10886643 DOI: 10.3390/cancers16040705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/18/2024] [Accepted: 02/03/2024] [Indexed: 02/25/2024] Open
Abstract
Non-acute myeloid neoplasms (MNs) with NPM1 mutations (NPM1mut-MNs) pose a diagnostic and therapeutic dilemma, primarily manifesting as chronic myelomonocytic leukemia (CMML) and myelodysplastic syndromes (MDS). The classification and treatment approach for these conditions as acute myeloid leukemia (AML) are debated. We describe eight cases of atypical NPM1mut-MNs from our institution and review the literature. We include a rare case of concurrent prostate carcinoma and MN consistent with chronic eosinophilic leukemia, progressing to myeloid sarcoma of the skin. Of the remaining seven cases, five were CMML and two were MDS. NPM1 mutations occur in 3-5% of CMML and 1-6% of MDS, with an increased likelihood of rapid evolution to AML. Their influence on disease progression varies, and their prognostic significance in non-acute MNs is less established than in AML. Non-acute MNs with NPM1 mutations may display an aggressive clinical course, emphasizing the need for a comprehensive diagnosis integrating clinical and biological data. Tailoring patient management on an individualized basis, favoring intensive treatment aligned with AML protocols, is crucial, regardless of blast percentage. Research on the impact of NPM1 mutations in non-acute myeloid neoplasms is ongoing, requiring challenging prospective studies with substantial patient cohorts and extended follow-up periods for validation.
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Affiliation(s)
- Sandra Castaño-Díez
- Hematology Department, Hospital Clínic Barcelona, 08036 Barcelona, Spain; (S.C.-D.); (A.I.P.-V.); (M.D.-B.); (J.E.)
- Medical School, University of Barcelona, 08036 Barcelona, Spain
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
| | - Francesca Guijarro
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Hematopathology Section, Servei d’Anatomia Patològica, CDB, Hospital Clínic Barcelona, 08036 Barcelona, Spain
| | - Mònica López-Guerra
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Hematopathology Section, Servei d’Anatomia Patològica, CDB, Hospital Clínic Barcelona, 08036 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Amanda Isabel Pérez-Valencia
- Hematology Department, Hospital Clínic Barcelona, 08036 Barcelona, Spain; (S.C.-D.); (A.I.P.-V.); (M.D.-B.); (J.E.)
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
| | | | - Dolors Colomer
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Hematopathology Section, Servei d’Anatomia Patològica, CDB, Hospital Clínic Barcelona, 08036 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Marina Díaz-Beyá
- Hematology Department, Hospital Clínic Barcelona, 08036 Barcelona, Spain; (S.C.-D.); (A.I.P.-V.); (M.D.-B.); (J.E.)
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Josep Carreras Leukemia Research Institute, 08916 Badalona, Spain
| | - Jordi Esteve
- Hematology Department, Hospital Clínic Barcelona, 08036 Barcelona, Spain; (S.C.-D.); (A.I.P.-V.); (M.D.-B.); (J.E.)
- Medical School, University of Barcelona, 08036 Barcelona, Spain
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Josep Carreras Leukemia Research Institute, 08916 Badalona, Spain
| | - María Rozman
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (F.G.); (M.L.-G.); (D.C.)
- Hematopathology Section, Servei d’Anatomia Patològica, CDB, Hospital Clínic Barcelona, 08036 Barcelona, Spain
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4
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Venugopal S, Loghavi S. Current State and Future Prospects of Diagnosis and Management of TP53-Mutated Myeloid Neoplasms. Pathobiology 2023; 91:45-54. [PMID: 37839402 DOI: 10.1159/000534566] [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: 03/06/2023] [Accepted: 10/06/2023] [Indexed: 10/17/2023] Open
Abstract
TP53-mutated myeloid neoplasms including acute myeloid leukemia (AML) and myelodysplastic neoplasms (MDS) are notoriously treatment resistant with uniformly poor outcomes. TP53 status is an important prognostic indicator and early knowledge of the TP53 mutation/allelic state may assist in appropriate management including clinical trial enrollment for eligible patients. Thus far, no therapy has shown to demonstrate durable response or incremental survival benefit in TP53-mutated AML or MDS. Therefore, there is an urgent need for innovative therapies to improve the outcomes in this notoriously recalcitrant genomic subset. In this review, we dissect the biology, classification, prognosis, current treatment landscape, and the early phase evaluation of investigational agents in TP53-mutated AML and MDS.
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Affiliation(s)
- Sangeetha Venugopal
- Division of Hematology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida, USA
| | - Sanam Loghavi
- Department of Hematopathology, MD Anderson Cancer Center, Houston, Texas, USA
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5
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DiNardo CD, Erba HP, Freeman SD, Wei AH. Acute myeloid leukaemia. Lancet 2023; 401:2073-2086. [PMID: 37068505 DOI: 10.1016/s0140-6736(23)00108-3] [Citation(s) in RCA: 54] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/09/2022] [Accepted: 01/12/2023] [Indexed: 04/19/2023]
Abstract
Progress in acute myeloid leukaemia treatment is occurring at an unprecedented pace. The past decade has witnessed an increasingly improved scientific understanding of the underlying biology of acute myeloid leukaemia, leading to enhanced prognostication tools and refined risk assessments, and most especially incorporating measurable residual disease (MRD) into longitudinal risk assessments. The classification of acute myeloid leukaemia has recently been updated by WHO and the International Consensus Classification (ICC). Recommendations for prognostic stratification, response assessment, and MRD determination have also been updated by the European LeukemiaNet. Treatment options have evolved substantially in the last 5 years for patients with newly diagnosed acute myeloid leukaemia, leading to improved outcomes in intensively treated patients and those more appropriate for non-intensive chemotherapy. More effective targeted treatment options in the relapsed setting are also available, further advancing the treatment armamentarium and improving patient outcomes.
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Affiliation(s)
| | - Harry P Erba
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Sylvie D Freeman
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Andrew H Wei
- Department of Haematology, Peter MacCallum Cancer Centre, Royal Melbourne Hospital, University of Melbourne and Walter and Eliza Hall Institute of Medical Research, Melbourne, Australia
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6
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Gurbuxani S, Hochman MJ, DeZern AE, Shimamura A. The Times, They Are A-Changing: The Impact of Next-Generation Sequencing on Diagnosis, Classification, and Prognostication of Myeloid Malignancies With Focus on Myelodysplastic Syndrome, AML, and Germline Predisposition. Am Soc Clin Oncol Educ Book 2023; 43:e390026. [PMID: 37307513 DOI: 10.1200/edbk_390026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Myeloid malignancies are a manifestation of clonal expansion of hematopoietic cells driven by somatic genetic alterations that may arise in a potential background of deleterious germline variants. As next-generation sequencing technology has become more accessible, real-world experience has allowed integration of molecular genomic data with morphology, immunophenotype, and conventional cytogenetics to refine our understanding of myeloid malignancies. This has prompted revisions in the classification and the prognostication schema of myeloid malignancies and germline predisposition to hematologic malignancies. This review provides an overview of significant changes in the recently published classifications of AML and myelodysplastic syndrome, emerging prognostic scoring, and the role of germline deleterious variants in predisposing to MDS and AML.
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Affiliation(s)
| | - Michael J Hochman
- Johns Hopkins University School of Medicine, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD
| | - Amy E DeZern
- Johns Hopkins University School of Medicine, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD
| | - Akiko Shimamura
- Dana Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, MA
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7
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Shimony S, Stahl M, Stone RM. Acute myeloid leukemia: 2023 update on diagnosis, risk-stratification, and management. Am J Hematol 2023; 98:502-526. [PMID: 36594187 DOI: 10.1002/ajh.26822] [Citation(s) in RCA: 57] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/01/2022] [Accepted: 12/15/2022] [Indexed: 01/04/2023]
Abstract
DISEASE OVERVIEW Acute myeloid leukemia (AML) is a frequently fatal bone marrow stem cell cancer characterized by unbridled proliferation of malignant marrow stem cells with associated infection, anemia, and bleeding. An improved understanding of pathophysiology, improvements in measurement technology and at least 10 recently approved therapies have led to revamping the diagnostic, prognostic, and therapeutic landscape of AML. DIAGNOSIS One updated and one new classification system were published in 2022, both emphasizing the integration of molecular analysis into daily practice. Differences between the International Consensus Classification and major revisions from the previous 2016 WHO system provide both challenges and opportunities for care and clinical research. RISK ASSESSMENT AND MONITORING The European Leukemia Net 2022 risk classification integrates knowledge from novel molecular findings and recent trial results, as well as emphasizing dynamic risk based on serial measurable residual disease assessment. However, how to leverage our burgeoning ability to measure a small number of potentially malignant myeloid cells into therapeutic decision making is controversial. RISK ADAPTED THERAPY The diagnostic and therapeutic complexity plus the availability of newly approved agents requires a nuanced therapeutic algorithm which should integrate patient goals of care, comorbidities, and disease characteristics including the specific mutational profile of the patient's AML. The framework we suggest only represents the beginning of the discussion.
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Affiliation(s)
- Shai Shimony
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Rabin Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Maximilian Stahl
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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8
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Hasserjian RP, Orazi A, Orfao A, Rozman M, Wang SA. The International Consensus Classification of myelodysplastic syndromes and related entities. Virchows Arch 2023; 482:39-51. [PMID: 36287260 DOI: 10.1007/s00428-022-03417-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The International Consensus Classification (ICC) of myeloid neoplasms and acute leukemia has updated the classification of myelodysplastic syndromes (MDSs) and placed MDS in a broader group of clonal cytopenias that includes clonal cytopenia of undetermined significance (CCUS) and related entities. Although subject to some interobserver variability and lack of specificity, morphologic dysplasia remains the main feature that distinguishes MDS from other clonal cytopenias and defines MDS as a hematologic malignancy. The ICC has introduced some changes in the definition of MDS whereby some cases categorized as MDS based on cytogenetic abnormalities are now classified as CCUS, while SF3B1 and multi-hit TP53 mutations are now considered to be MDS-defining in a cytopenic patient. The ICC has also recognized several cytogenetic and molecular abnormalities that reclassify some cases of MDS with excess blasts as acute myeloid leukemia (AML) and has introduced a new MDS/AML entity that encompasses cases with 10-19% blasts that lie on the continuum between MDS and AML. Two new genetically defined categories of MDS have been introduced: MDS with mutated SF3B1 and MDS with mutated TP53, the latter requiring bi-allelic aberrations in the TP53 gene. The entity MDS, unclassifiable has been eliminated. These changes have resulted in an overall simplification of the MDS classification scheme from 8 separate entities (including 1 that was genetically defined) in the revised 4th edition WHO classification to 7 separate entities (including 3 that are genetically defined) in the ICC.
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Affiliation(s)
- Robert P Hasserjian
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, Warren 244, Boston, MA, 02114, USA.
| | - Attilio Orazi
- Department of Pathology, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Alberto Orfao
- Department of Medicine, Cytometry Service, Cancer Research Center (IBMCC-CSIC/USAL), Institute for Biomedical Research of Salamanca (IBSAL) and CIBERONC, University of Salamanca, Salamanca, Spain
| | - Maria Rozman
- Hematopathology Section, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Sa A Wang
- Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA
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9
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Diagnosis and management of AML in adults: 2022 recommendations from an international expert panel on behalf of the ELN. Blood 2022; 140:1345-1377. [PMID: 35797463 DOI: 10.1182/blood.2022016867] [Citation(s) in RCA: 894] [Impact Index Per Article: 447.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/29/2022] [Indexed: 11/20/2022] Open
Abstract
The 2010 and 2017 editions of the European LeukemiaNet (ELN) recommendations for diagnosis and management of acute myeloid leukemia (AML) in adults are widely recognized among physicians and investigators. There have been major advances in our understanding of AML, including new knowledge about the molecular pathogenesis of AML, leading to an update of the disease classification, technological progress in genomic diagnostics and assessment of measurable residual disease, and the successful development of new therapeutic agents, such as FLT3, IDH1, IDH2, and BCL2 inhibitors. These advances have prompted this update that includes a revised ELN genetic risk classification, revised response criteria, and treatment recommendations.
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10
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The 5th edition of the World Health Organization Classification of Haematolymphoid Tumours: Myeloid and Histiocytic/Dendritic Neoplasms. Leukemia 2022; 36:1703-1719. [PMID: 35732831 PMCID: PMC9252913 DOI: 10.1038/s41375-022-01613-1] [Citation(s) in RCA: 1263] [Impact Index Per Article: 631.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 05/20/2022] [Indexed: 12/19/2022]
Abstract
The upcoming 5th edition of the World Health Organization (WHO) Classification of Haematolymphoid Tumours is part of an effort to hierarchically catalogue human cancers arising in various organ systems within a single relational database. This paper summarizes the new WHO classification scheme for myeloid and histiocytic/dendritic neoplasms and provides an overview of the principles and rationale underpinning changes from the prior edition. The definition and diagnosis of disease types continues to be based on multiple clinicopathologic parameters, but with refinement of diagnostic criteria and emphasis on therapeutically and/or prognostically actionable biomarkers. While a genetic basis for defining diseases is sought where possible, the classification strives to keep practical worldwide applicability in perspective. The result is an enhanced, contemporary, evidence-based classification of myeloid and histiocytic/dendritic neoplasms, rooted in molecular biology and an organizational structure that permits future scalability as new discoveries continue to inexorably inform future editions.
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11
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Skalska-Bugala A, Starczak M, Szukalski Ł, Gawronski M, Siomek-Gorecka A, Szpotan J, Labejszo A, Zarakowska E, Szpila A, Jachalska A, Szukalska A, Kruszewski M, Sadowska A, Wasilow A, Baginska P, Czyz J, Olinski R, Rozalski R, Gackowski D. Diagnostic and Prognostic Power of Active DNA Demethylation Pathway Intermediates in Acute Myelogenous Leukemia and Myelodysplastic Syndromes. Cells 2022; 11:cells11050888. [PMID: 35269510 PMCID: PMC8909098 DOI: 10.3390/cells11050888] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/22/2022] [Accepted: 03/02/2022] [Indexed: 02/01/2023] Open
Abstract
Acute myeloid leukemia (AML) and myelodysplastic syndromes (MDS) are characterized by genomic instability, which may arise from the global hypomethylation of the DNA. The active DNA demethylation process may be linked with aberrant methylation and can be involved in leukemogenesis. The levels of 5-methylcytosine oxidation products were analyzed in minimally invasive material: the cellular DNA from peripheral blood cells and urine of patients with AML and MDS along with the control group, using isotope-dilution two-dimensional ultra-performance liquid chromatography with tandem mass spectrometry. The receiver operating characteristic curve analysis was used for the assessment of the ability to discriminate patients’ groups from the control group, and AML from MDS. The most diagnostically useful for discriminating AML patients from the control group was the urinary excretion of 5-hydroxymethylcytosine (AUC = 0.918, sensitivity: 85%, and specificity: 97%), and 5-(hydroxymethyl)-2′-deoxyuridine (0.873, 74%, and 92%), while for MDS patients 5-(hydroxymethyl)-2′-deoxycytidine in DNA (0.905, 82%, and 98%) and urinary 5-hydroxymethylcytosine (0.746, 66%, and 92%). Multi-factor models of classification trees allowed the correct classification of patients with AML and MDS in 95.7% and 94.7% of cases. The highest prognostic value of the analyzed parameters in predicting the transformation of MDS into AML was observed for 5-carboxy-2′-deoxycytidine (0.823, 80%, and 97%) and 5-(hydroxymethyl)-2′-deoxyuridine (0.872, 100%, and 75%) in DNA. The presented research proves that the intermediates of the active DNA demethylation pathway determined in the completely non-invasive (urine) or minimally invasive (blood) material can be useful in supporting the diagnostic process of patients with MDS and AML. The possibility of an early identification of a group of MDS patients with an increased risk of transformation into AML is of particular importance.
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Affiliation(s)
- Aleksandra Skalska-Bugala
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Marta Starczak
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Łukasz Szukalski
- Department of Hematology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-168 Bydgoszcz, Poland; (Ł.S.); (A.J.); (J.C.)
| | - Maciej Gawronski
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Agnieszka Siomek-Gorecka
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Justyna Szpotan
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
- Department of Human Biology, Institute of Biology, Faculty of Biological and Veterinary Sciences, Nicolaus Copernicus University in Toruń, 87-100 Toruń, Poland
| | - Anna Labejszo
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
- Department of Geriatrics, Division of Biochemistry and Biogerontology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland
| | - Ewelina Zarakowska
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Anna Szpila
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Anna Jachalska
- Department of Hematology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-168 Bydgoszcz, Poland; (Ł.S.); (A.J.); (J.C.)
| | - Adriana Szukalska
- Clinic of Hematology, University Hospital No. 2—Jan Biziel Memorial Hospital, 85-168 Bydgoszcz, Poland; (A.S.); (M.K.)
| | - Marcin Kruszewski
- Clinic of Hematology, University Hospital No. 2—Jan Biziel Memorial Hospital, 85-168 Bydgoszcz, Poland; (A.S.); (M.K.)
| | - Anna Sadowska
- Department of Hematology, Nicolaus Copernicus Hospital, 87-100 Toruń, Poland;
| | - Aleksandra Wasilow
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Patrycja Baginska
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Jaroslaw Czyz
- Department of Hematology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-168 Bydgoszcz, Poland; (Ł.S.); (A.J.); (J.C.)
| | - Ryszard Olinski
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
| | - Rafal Rozalski
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
- Correspondence: (R.R.); (D.G.); Tel.: +48-525-853-749 (D.G & R.R)
| | - Daniel Gackowski
- Department of Clinical Biochemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland; (A.S.-B.); (M.S.); (M.G.); (A.S.-G.); (J.S.); (A.L.); (E.Z.); (A.S.); (A.W.); (P.B.); (R.O.)
- Correspondence: (R.R.); (D.G.); Tel.: +48-525-853-749 (D.G & R.R)
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