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Papadopoulou V, Schiavini G, Stalder G, Basset V, Schoumans J, Nabergoj M, Schaller M. Characteristics and Prognosis of "Acute Promyelocytic Leukemia-like" Nucleophosmin-1-Mutated Acute Myeloid Leukemia in a Retrospective Patient Cohort. Biomedicines 2024; 12:2282. [PMID: 39457595 PMCID: PMC11505509 DOI: 10.3390/biomedicines12102282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/28/2024] Open
Abstract
Background: AML with NPM1 mutation is the largest subcategory of AML, representing about 35% of AML cases. It is characterized by CD34 negativity, which suggests a relatively differentiated state of the bulk of leukemic blasts. Notably, a significant subset of NPM1-mutated AML cases also exhibit HLA-DR negativity, classifying them as "double-negative", and mimicking, therefore, the CD34- HLA-DR- immunophenotype of acute promyelocytic leukemia (APL). Objectives: This study focuses on the "acute promyelocytic leukemia-like" ("APL-like") subset of NPM1-mutated AML, which can be challenging to distinguish from APL at presentation, prior to confirming RARa translocations. We aim to investigate the hematologic and immunophenotypic parameters that may aid to its distinction from APL. Additionally, we explore differences in genetic profile and prognosis between "APL-like" and "non-APL-like" NPM1-mutated AML cases. Methods: We conducted a retrospective evaluation of 77 NPM1-mutated AML cases and 28 APL cases. Results: Morphological characteristics, hematologic parameters (such as DD/WBC and PT/WBC), and specific immunophenotypic markers (including SSC, CD64, and CD4) can assist in the early distinction of "APL-like" NPM1-mutated AML from APL. Regarding differences in genetic profiles and outcomes between "APL-like" and non-"APL-like" NPM1-mutated AML cases, we observed a significantly higher incidence of IDH1/2 /TET2 mutations, along with a significantly lower incidence of DNMT3A mutations in the "APL-like" subset compared to the non-"APL-like" subset. The frequency of Ras-pathway and FLT3 mutations did not differ between these last two groups, nor did their prognoses. Conclusions: Our findings contribute to a comprehensive characterization of NPM1-mutated AML, enhancing diagnostic accuracy and aiding in the detailed classification of the disease. This information may potentially guide targeted therapies or differentiation-based treatment strategies.
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Affiliation(s)
- Vasiliki Papadopoulou
- Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Giulia Schiavini
- Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Gregoire Stalder
- Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
- Hematology Service, Department of Oncology, Cantonal Hospital of Valais, 1951 Sion, Switzerland
| | - Valentin Basset
- Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Jacqueline Schoumans
- Oncogenetics Unit, Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Mitja Nabergoj
- Hematology Service, Department of Oncology, Cantonal Hospital of Valais, 1951 Sion, Switzerland
| | - Muriel Schaller
- Hematology Service and Laboratory, Department of Oncology, Lausanne University Hospital, 1011 Lausanne, Switzerland
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Kegyes D, Thiagarajan PS, Ghiaur G. MRD in Acute Leukemias: Lessons Learned from Acute Promyelocytic Leukemia. Cancers (Basel) 2024; 16:3208. [PMID: 39335179 PMCID: PMC11430625 DOI: 10.3390/cancers16183208] [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: 08/21/2024] [Revised: 09/12/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
Introduction: Advances in molecular biology, polymerase chain reaction (PCR), and next-generation sequencing (NGS) have transformed the concept of minimal residual disease (MRD) from a philosophical idea into a measurable reality. Current Treatment Paradigms and Lessons Learned from APL: Acute promyelocytic leukemia (APL) leads the way in this transformation, initially using PCR to detect MRD in patients in remission, and more recently, aiming to eliminate it entirely with modern treatment strategies. Along the way, we have gained valuable insights that, when applied to other forms of acute leukemia, hold the potential to significantly improve the outcomes of these challenging diseases. Does the BM Microenvironment Play a Role in MRD?: In this review, we explore the current use of MRD in the management of acute leukemia and delve into the biological processes that contribute to MRD persistence, including its overlap with leukemia stem cells and the role of the bone marrow microenvironment.
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Affiliation(s)
- David Kegyes
- MedFuture Research Center for Advanced Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania
- The Sidney Kimmel Cancer Center, The Johns Hopkins University, Baltimore, MD 21205, USA
| | | | - Gabriel Ghiaur
- The Sidney Kimmel Cancer Center, The Johns Hopkins University, Baltimore, MD 21205, USA
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Wei Z, Shao L, Xu S, Zhang X, Wang L, Qin P, Song Q, Hou M, Shi Y. Case report: Successful therapy with azacitidine for acute myeloid leukemia with NUP98::RARG resembling acute promyelocytic leukemia. Front Oncol 2024; 14:1460557. [PMID: 39296977 PMCID: PMC11408469 DOI: 10.3389/fonc.2024.1460557] [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: 07/06/2024] [Accepted: 08/14/2024] [Indexed: 09/21/2024] Open
Abstract
We report a case of acute myeloid leukemia (AML) with retinoic acid receptor gamma (RARG) rearrangement, exhibiting clinical, morphological, and immunophenotypic features similar to classic acute promyelocytic leukemia (APL). RNA sequencing analysis of the patient's bone marrow samples revealed the presence of nucleoporin 98 (NUP98)-RARG caused by translocation. AML with RARG rearrangement is insensitive to all-trans retinoic acid (ATRA) and arsenic trioxide. The patient received azacitidine therapy after failing ATRA and standard 3 + 7 therapy (idarubicin and cytarabine) and achieved complete remission. Conclusively, this acute myeloid leukemia subtype may benefit from azacitidine.
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Affiliation(s)
- Zhichen Wei
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Linlin Shao
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Shuqian Xu
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Xiaolin Zhang
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Lin Wang
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Ping Qin
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Qiang Song
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
| | - Ming Hou
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Key Laboratory of Immunohematology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yan Shi
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, China
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4
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Ladak N, Liu Y, Burke A, Lin O, Chan A. Acute promyelocytic leukemia: A rare presentation without systemic disease. HUMAN PATHOLOGY REPORTS 2024; 37:300753. [PMID: 39351214 PMCID: PMC11440618 DOI: 10.1016/j.hpr.2024.300753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/04/2024]
Abstract
Acute promyelocytic leukemia (APL) is a subtype of acute myeloid leukemia characterized by an abnormal proliferation of promyelocytes. It is often associated with an aggressive clinical presentation involving complex coagulopathies including disseminated intravascular coagulation, with a significant risk of bleeding and/or thrombosis if treatment with all-trans-retinoic acid (ATRA) is not rapidly initiated. Here we present a unique case of APL which was isolated to femoral bone lesions, without definitive evidence of peripheral blood or bone marrow involvement, and without systemic sequelae.
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Affiliation(s)
- Nurfiza Ladak
- Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, United States
| | - Ying Liu
- Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, United States
| | - Amanda Burke
- Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, United States
| | - Oscar Lin
- Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, United States
| | - Alexander Chan
- Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, United States
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5
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Cui H, Ma Y, Han S, Zhang X, Fu W, Yang S, Liu T, Zhang X. Arsenic trioxide regulates the glycolytic pathway to treat acute promyelocytic leukemia by inhibiting RPL22L1. Leuk Res 2024; 144:107550. [PMID: 39079325 DOI: 10.1016/j.leukres.2024.107550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 07/16/2024] [Accepted: 07/23/2024] [Indexed: 09/03/2024]
Abstract
OBJECTIVE To investigate the relationship between the treatment of acute promyelocytic leukemia (APL) with arsenic trioxide (ATO) and glycolysis, as well as its underlying molecular mechanism. METHODS The GEO database was used to analyze alterations in the expression of RPL22L1 in APL patients and its correlation with glycolysis. The levels of RPL22L1 and glycolysis were assessed in 9 paired clinical samples. NB4 cells and NB4 cells with knockdown of RPL22L1 were treated with ATO. The protein and mRNA of RPL22L1 were detected using RT-PCR and Western blot, and the content was determined by using glucose, pyruvate, and lactate detection kits. Finally, detection of cell proliferation using CCK8, migration by scratch assay, and apoptosis by flow cytometry, and the biological function of ATO in NB4 cells was examined. RESULTS The expression of RPL22L1 in GSE213742 and GSE234103 datasets exhibited a significant increase in human APL cells, specifically NB4 cells. RPL22L1 in GSE213742 and GSE234103 gene expression matrix was significantly elevated in human APL cells NB4 cells, and further analysis found RPL22L1 showed a strong positive correlation with glycolysis. Cellular experiments showed that ATO inhibited RPL22L1 in NB4 cells and inhibited glycolysis in APL cells. The ATO played a pivotal role in suppressing the proliferation, migration, as well as invasion of NH4 cells. CONCLUSION ATO regulates the blycolytic pathway in APL by inhibiting RPL22L1 expression, and this may contribute to its therapeutic effects.
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Affiliation(s)
- Heran Cui
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Yuanyang Ma
- Department of Laboratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, China
| | - Shulin Han
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Xiaodong Zhang
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Weiya Fu
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Shuang Yang
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Tianhang Liu
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China
| | - Xuefang Zhang
- Department of Hematology, the Second Affiliated Hospital of Qiqihar Medical University, China.
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Barco-Tejada A, López-Esteban R, Mulero F, Pion M, Correa-Rocha R, Desco M, Cussó L. Design and validation of novel flow cytometry panels to analyze a comprehensive range of peripheral immune cells in mice. Front Immunol 2024; 15:1432816. [PMID: 39206202 PMCID: PMC11350558 DOI: 10.3389/fimmu.2024.1432816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
The use of flow cytometry in mice is constrained by several factors, including the limited availability of mouse-specific antibodies and the need to work with small volumes of peripheral blood. This is particularly challenging for longitudinal studies, as serial blood samples should not exceed 10% of the total blood volume in mice. To address this, we have developed two novel flow cytometry panels designed to extensively analyze immune cell populations in mice during longitudinal studies, using only 50 µL of peripheral blood per panel. Additionally, a third panel has been designed to conduct a more detailed analysis of cytotoxic and inhibitory markers at the end point. These panels have been validated on a lipopolysaccharide (LPS)-induced lung inflammation model. Two experiments were conducted to 1) validate the panels' sensitivity to immune challenges (n=12) and 2) to assess intrinsic variability of measurements (n=5). In both experiments, we collected 50 µL of peripheral blood for each cytometry panel from the maxillary venous sinus. All antibodies were titrated to identify the optimal concentration that maximized the signal from the positive population while minimizing the signal from the negative population. Samples were processed within 1 hour of collection using a MACSQuant Analyzer 16 cytometer. Our results demonstrate that these immunological panels are sensitive enough to detect changes in peripheral blood after LPS induction. Moreover, our findings help determine the sample size needed based on the immune population variability. In conclusion, the panels we have designed enable a comprehensive analysis of the murine immune system with a low blood volume requirement, enabling the measure of both absolute values and relative percentages effectively. This approach provides a robust platform for longitudinal studies in mice and can be used to uncover significant insights into immune responses.
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Affiliation(s)
- Ainara Barco-Tejada
- Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain
- Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Rocio López-Esteban
- Laboratorio de Inmuno-regulación, Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Francisca Mulero
- Unidad de Imagen Molecular, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | - Marjorie Pion
- Laboratorio de Inmuno-regulación, Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Rafael Correa-Rocha
- Laboratorio de Inmuno-regulación, Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Manuel Desco
- Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain
- Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Unidad de Imagen Avanzada, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
| | - Lorena Cussó
- Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Unidad de Imagen Avanzada, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
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7
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Wang J, Wang H, Ding Y, Jiao X, Zhu J, Zhai Z. NET-related gene signature for predicting AML prognosis. Sci Rep 2024; 14:9115. [PMID: 38643300 PMCID: PMC11032381 DOI: 10.1038/s41598-024-59464-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/11/2024] [Indexed: 04/22/2024] Open
Abstract
Acute Myeloid Leukemia (AML) is a malignant blood cancer with a high mortality rate. Neutrophil extracellular traps (NETs) influence various tumor outcomes. However, NET-related genes (NRGs) in AML had not yet received much attention. This study focuses on the role of NRGs in AML and their interaction with the immunological microenvironment. The gene expression and clinical data of patients with AML were downloaded from the TCGA-LAML and GEO cohorts. We identified 148 NRGs through the published article. Univariate Cox regression was used to analyze the association of NRGs with overall survival (OS). The least absolute shrinkage and selection operator were utilized to assess the predictive efficacy of NRGs. Kaplan-Meier plots visualized survival estimates. ROC curves assessed the prognostic value of NRG-based features. A nomogram, integrating clinical information and prognostic scores of patients, was constructed using multivariate logistic regression and Cox proportional hazards regression models. Twenty-seven NRGs were found to significantly impact patient OS. Six NRGs-CFTR, ENO1, PARVB, DDIT4, MPO, LDLR-were notable for their strong predictive ability regarding patient survival. The ROC values for 1-, 3-, and 5-year survival rates were 0.794, 0.781, and 0.911, respectively. In the training set (TCGA-LAML), patients in the high NRG risk group showed a poorer prognosis (p < 0.001), which was validated in two external datasets (GSE71014 and GSE106291). The 6-NRG signature and corresponding nomograms exhibit superior predictive accuracy, offering insights for pre-immune response evaluation and guiding future immuno-oncology treatments and drug selection for AML patients.
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Affiliation(s)
- Jiajia Wang
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China
- Department of Hematology, Tongling People's Hospital, Tongling, 244000, Anhui, China
| | - Huiping Wang
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China
| | - Yangyang Ding
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China
| | - Xunyi Jiao
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China
| | - Jinli Zhu
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China
| | - Zhimin Zhai
- Department of Hematology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China.
- Center of Hematology Research, Anhui Medical University, Hefei, 230601, Anhui, China.
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Krishnamurthy K, Choudhuri J, Ramesh KH, Wang Y. MPO Expression of Background Neutrophils in MPO Negative Acute Promyelocytic Leukemia, An Easy Clue to Corroborate a Challenging Diagnosis: A Case Report and Review of Literature. Case Rep Hematol 2023; 2023:7979261. [PMID: 38170104 PMCID: PMC10761215 DOI: 10.1155/2023/7979261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/09/2023] [Accepted: 12/14/2023] [Indexed: 01/05/2024] Open
Abstract
Acute promyelocytic leukemia (APL) is characterized by the pathogenic driver fusion transcript PML-RARA resulting from the t(15;17) translocation. Early recognition of APL with prompt ATRA induction has a decisive impact on the early death rate. The preliminary diagnosis of APL relies heavily on cytomorphology and flow cytometry. In APL with variant morphology, such as the microgranular variant, immunophenotype, especially the bright MPO positivity is the basis of diagnosis. Till date, only five cases of APL with reduced/absent MPO have been described in literature. The identification of MPO deficiency based on genetic testing would involve at the least a MPO gene scanning with NGS, followed by microarray to identify somatic uniparental disomy in heterozygotes. This testing is not only redundant given the scant clinical implications of heterozygous MPO deficiency but also time consuming. An easy way to identify background MPO deficiency confounding the immunophenotype of a myeloid neoplasm is the MPO expression in background neutrophils gated on the initial flow cytometry. A dim MPO in the background neutrophils, in the morphological setting of APL, can identify underlying MPO deficiency, clarifying the immunophenotypic ambiguity and thus establishing an unequivocal diagnosis as seen in the current case.
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Affiliation(s)
| | - Jui Choudhuri
- Department of Pathology, Montefiore Medical Center, Bronx, NY 10467, USA
| | - K. H. Ramesh
- Department of Pathology, Montefiore Medical Center, Bronx, NY 10467, USA
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - Yanhua Wang
- Department of Pathology, Montefiore Medical Center, Bronx, NY 10467, USA
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY 10467, USA
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Abstract
Myelodysplastic syndromes/neoplasms (MDS) are a heterogeneous class of hematopoietic stem cell neoplasms characterized by ineffective hematopoiesis leading to peripheral cytopenias. This group of diseases is typically diagnosed using a combination of clinical, morphologic, and genetic criteria. Many studies have described the value of multiparametric flow cytometry (MFC) in the diagnosis, classification, and prognostication of MDS. This review summarizes the approach to MDS diagnosis and immunophenotypic characterization using MFC and describes the current state while highlighting future opportunities and potential pitfalls.
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Affiliation(s)
- Xueyan Chen
- Translational Science and Therapeutics Division, Fred Hutch Cancer Center, Seattle, WA, USA; Department of Laboratory Medicine and Pathology, University of Washington, 825 Eastlake Avenue East, Seattle, WA 98109, USA
| | - Ulrika Johansson
- SI-HMDS, Haematology, UHBW NHS Foundation Trust, Bristol Royal Infirmary, Upper Maudlin Street, Bristol, BS2 8HW, UK
| | - Sindhu Cherian
- Department of Laboratory Medicine and Pathology, University of Washington, 825 Eastlake Avenue East, Seattle, WA 98109, USA.
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10
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Saft L. The role of flow cytometry in the classification of myeloid disorders. PATHOLOGIE (HEIDELBERG, GERMANY) 2023; 44:164-175. [PMID: 37991530 PMCID: PMC10739577 DOI: 10.1007/s00292-023-01272-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/24/2023] [Indexed: 11/23/2023]
Abstract
The World Health Organization classification (WHO-HAEM5) and the International Consensus Classification (ICC 2022) of myeloid neoplasms are based on the integration of clinical, morphologic, immunophenotypic, and genomic data. Flow cytometric immunophenotyping (FCIP) allows the identification, enumeration, and characterization of hematopoietic cells, and is therefore a powerful tool in the diagnosis, classification, and monitoring of hematological neoplasms. The vast majority of flow cytometry (FCM) studies in chronic myeloid neoplasms focus on its role in myelodysplastic neoplasms (MDS). FCM can also be helpful for the assessment of myeloproliferative neoplasms (MPN) and MDS/MPN, including the early detection of evolving myeloid or lymphoid blast crisis and the characterization of monocytic subsets. The classification of acute myeloid leukemia (AML) is primarily based on cytogenetic and molecular findings; however, FCIP is needed for subclassification of AML, not otherwise specified (NOS; ICC)/AML defined by differentiation (WHO-HAEM5). The main role of FCM in AML remains in making a rapid diagnosis and as a tool for measurable residual disease monitoring. Machine learning and artificial intelligence approaches can be used to analyze and classify FCM data. This article, based on an invited lecture at the 106th Annual Meeting of the German Society of Pathology in 2023, reviews the role of FCM in the classification of myeloid neoplasms, including recent publications on the application of artificial intelligence.
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Affiliation(s)
- Leonie Saft
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital and Institute, 171 76, Stockholm, Sweden.
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11
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Wang Q, Zhang N, Liu L, Ma L, Tan Y, Liu X, Wu J, Chen G, Li X, Liang Y, Zhou F. Comprehensive analysis of clinical prognostic features and tumor microenvironment landscape of CD11b +CD64 + patients with acute myeloid leukemia. Cell Oncol (Dordr) 2023; 46:1253-1268. [PMID: 37071330 DOI: 10.1007/s13402-023-00808-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/28/2023] [Indexed: 04/19/2023] Open
Abstract
BACKGROUND Immunophenotyping surface molecules detected in the clinic are mainly applied in diagnostic confirmation and subtyping. However, the immunomodulatory molecules CD11b and CD64, are highly associated with leukemogenesis. Hence, the prognostic value of them and their potential biological functions merit further investigation. METHODS Flow cytometry was operated to detect immunophenotypic molecules from AML bone marrow samples. Multivariate cox regression, Kaplan-Meier analyses, and nomogram were conducted to predict survival. Transcriptomic data, lymphocyte subsets, and immunohistochemical staining were incorporated to identify potential biological functions of prognostic immunophenotype in acute myeloid leukemia (AML). RESULTS We classified 315 newly diagnosed AML patients of our center based on the expression of CD11b and CD64. The CD11b+CD64+ populations were identified as independent risk factors for overall survival and event-free survival of AML, exhibiting specific clinicopathological features. The predictive models based on CD11b+CD64+ showed high classification performance. In addition, the CD11b+CD64+ subset, characterized by high inhibitory immune checkpoints, M2-macrophage infiltration, low anti-tumor effector cells infiltration, as well as abnormal somatic mutation landscape, presented a distinctive tumor microenvironmental landscape. The CD11b+CD64+ population showd a higher expression of BCL2, and the drug sensitivity indicated that they presented a lower half-maximal inhibitory concentration value for BCL2 inhibitor, and could benefit more from the above medicine. CONCLUSIONS This work might be of benefit to enhanced understanding of CD11b+CD64+ in the prognosis and leukemogenesis, and yielded novel biomarkers to guide immunotherapy and targeted therapy for AML.
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Affiliation(s)
- Qian Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Nan Zhang
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Li Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Linlu Ma
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Yuxin Tan
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Xiaoyan Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Jinxian Wu
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Guopeng Chen
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Xinqi Li
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Yuxing Liang
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China
| | - Fuling Zhou
- Department of Hematology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuhan, 430072, China.
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12
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Lucas F, Hergott CB. Advances in Acute Myeloid Leukemia Classification, Prognostication and Monitoring by Flow Cytometry. Clin Lab Med 2023; 43:377-398. [PMID: 37481318 DOI: 10.1016/j.cll.2023.04.005] [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: 07/24/2023]
Abstract
Although final classification of acute myeloid leukemia (AML) integrates morphologic, cytogenetic, and molecular data, flow cytometry remains an essential component of modern AML diagnostics. Here, we review the current role of flow cytometry in the classification, prognostication, and monitoring of AML. We cover immunophenotypic features of key genetically defined AML subtypes and their effects on biological and clinical behaviors, review clinically tractable strategies to differentiate leukemias with ambiguous immunophenotypes more accurately and discuss key principles of standardization for measurable residual disease monitoring. These advances underscore flow cytometry's continued growth as a powerful diagnostic, management, and discovery tool.
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Affiliation(s)
- Fabienne Lucas
- Department of Pathology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | - Christopher B Hergott
- Department of Pathology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA.
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Borkovskaia A, Bogacheva S, Konyukhova T, Dadakhanova E, Gaskova M, Soldatkina O, Dubrovina M, Popov A, Mikhailova E, Inushkina E, Kazanov M, Matveev E, Novichkova G, Maschan M, Maschan A, Olshanskaya Y, Zerkalenkova E. Molecular Heterogeneity of Pediatric AML with Atypical Promyelocytes Accumulation in Children—A Single Center Experience. Genes (Basel) 2023; 14:genes14030675. [PMID: 36980947 PMCID: PMC10048084 DOI: 10.3390/genes14030675] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/04/2023] [Accepted: 03/06/2023] [Indexed: 03/12/2023] Open
Abstract
Acute promyelocytic leukemia (APL) pathogenesis is based on RARA gene translocations, which are of high importance in the diagnosis of and proper therapy selection for APL. However, in some cases acute myeloid leukemia (AML) demonstrates APL-like morphological features such as atypical promyelocytes accumulation. This type of AML is characterized by the involvement of other RAR family members or completely different genes. In the present study, we used conventional karyotyping, FISH and high-throughput sequencing in a group of 271 de novo AML with atypical promyelocytes accumulation. Of those, 255 cases were shown to carry a typical chromosomal translocation t(15;17)(q24;q21) with PML::RARA chimeric gene formation (94.1%). Other RARA-positive cases exhibited cryptic PML::RARA fusion without t(15;17)(q24;q21) (1.8%, n = 5) and variant t(5;17)(q35;q21) translocation with NPM1::RARA chimeric gene formation (1.5%, n = 4). However, 7 RARA-negative AMLs with atypical promyelocytes accumulation were also discovered. These cases exhibited TBL1XR1::RARB and KMT2A::SEPT6 fusions as well as mutations, e.g., NPM1 insertion and non-recurrent chromosomal aberrations. Our findings demonstrate the genetic diversity of AML with APL-like morphological features, which is of high importance for successful therapy implementation.
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Affiliation(s)
- Aleksandra Borkovskaia
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Sofia Bogacheva
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Tatiana Konyukhova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Elina Dadakhanova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Marina Gaskova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Olga Soldatkina
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Maria Dubrovina
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Alexander Popov
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Ekaterina Mikhailova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Evgenia Inushkina
- Moscow Regional Oncology Hospital, Karbisheva Str. 6, 143900 Balashikha, Russia
| | - Marat Kazanov
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
- Institute for Information Transmission Problems (the Kharkevich Institute, RAS), Bolshoy Karetny per. 19, bld. 1, 127051 Moscow, Russia
- Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, bld. 1, 121205 Moscow, Russia
| | - Evgeniy Matveev
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
- Institute for Information Transmission Problems (the Kharkevich Institute, RAS), Bolshoy Karetny per. 19, bld. 1, 127051 Moscow, Russia
- Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, bld. 1, 121205 Moscow, Russia
| | - Galina Novichkova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Michael Maschan
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Alexey Maschan
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Yulia Olshanskaya
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
| | - Elena Zerkalenkova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Samora Maschela Str. 1, 117998 Moscow, Russia
- Correspondence:
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