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Chen X, Yuan L, Zhang Y, Wang F, Ma X, Fang J, Cao P, Liu Y, Liu Z, Liu M, Chen J, Zhou X, Liu M, Jin D, Wang T, Lu P, Liu H. Advances towards genome-based acute myeloid leukemia classification: A comparative analysis of WHO-HAEM4R, WHO-HAEM5, and International Consensus Classification. Am J Hematol 2024; 99:824-835. [PMID: 38321864 DOI: 10.1002/ajh.27249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 02/08/2024]
Abstract
Two recent guidelines, the 5th edition of the World Health Organization Classification of Haematolymphoid Tumours (WHO-HAEM5) and the International Consensus Classification (ICC), were published to refine the diagnostic criteria of acute myeloid leukemia (AML). They both consider genomic features more extensively and expand molecularly defined AML subtypes. In this study, we compared the classifications of 1135 AML cases under both criteria. According to WHO-HAEM5 and ICC, the integration of whole transcriptome sequencing, targeted gene mutation screening, and conventional cytogenetic analysis identified defining genetic abnormalities in 89% and 90% of AML patients, respectively. The classifications displayed discrepancies in 16% of AML cases after being classified using the two guidelines, respectively. Both new criteria significantly reduce the number of cases defined by morphology and differentiation. However, their clinical implementation heavily relies on comprehensive and sophisticated genomic analysis, including genome and transcriptome levels, alongside the assessment of pathogenetic somatic and germline variations. Discrepancies between WHO-HAEM5 and ICC, such as the assignment of RUNX1 mutations, the rationality of designating AML with mutated TP53 as a unique entity, and the scope of rare genetic fusions, along with the priority of concurrent AML-defining genetic abnormalities, are still pending questions requiring further research for more elucidated insights.
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Affiliation(s)
- Xue Chen
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Lili Yuan
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Yang Zhang
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Fang Wang
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Xiaoli Ma
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Jiancheng Fang
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Panxiang Cao
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Yijun Liu
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Zhixiu Liu
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Ming Liu
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Jiaqi Chen
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Xiaosu Zhou
- Molecular Medicine Center, Beijing Lu Daopei Institute of Hematology, Beijing, China
| | - Mingyue Liu
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - David Jin
- Molecular Medicine Center, Beijing Lu Daopei Institute of Hematology, Beijing, China
| | - Tong Wang
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Peihua Lu
- Molecular Medicine Center, Beijing Lu Daopei Institute of Hematology, Beijing, China
- Department of Hematology, Hebei Yanda Lu Daopei Hospital, Langfang, China
| | - Hongxing Liu
- Department of Laboratory Medicine, Hebei Yanda Lu Daopei Hospital, Langfang, China
- Molecular Medicine Center, Beijing Lu Daopei Institute of Hematology, Beijing, China
- Division of Pathology and Laboratory Medicine, Beijing Lu Daopei Hospital, Beijing, China
- Department of Oncology, Capital Medical University, Beijing, China
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2
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Wan CL, Huang YH, Huang SM, Xu YL, Tan KW, Yan-Qiu, Shen XD, Ge SS, Cao HY, Li YY, Liu SB, Qi JJ, Dai HP, Xue SL. Investigations of the prognostic value of RUNX1 mutation in acute myeloid leukemia patients: Data from a real-world study. Leuk Res 2024; 139:107483. [PMID: 38493755 DOI: 10.1016/j.leukres.2024.107483] [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: 01/10/2024] [Revised: 03/04/2024] [Accepted: 03/09/2024] [Indexed: 03/19/2024]
Abstract
RUNX1 is one of the recurrent mutated genes in newly diagnosed acute myeloid leukemia (AML). Although historically recognized as a provisional distinct entity, the AML subtype with RUNX1 mutations (AML-RUNX1mut) was eliminated from the 2022 WHO classification system. To gain more insight into the characteristics of AML-RUNX1mut, we retrospectively analyzed 1065 newly diagnosed adult AML patients from the First Affiliated Hospital of Soochow University between January 2017 and December 2021. RUNX1 mutations were identified in 112 patients (10.5%). The presence of RUNX1 mutation (RUNX1mut) conferred a lower composite complete remission (CRc) rate (40.2% vs. 58.4%, P<0.001), but no significant difference was observed in the 5-year overall survival (OS) rate (50.2% vs. 53.9%; HR=1.293; P=0.115) and event-free survival (EFS) rate (51.5% vs. 49.4%; HR=1.487, P=0.089), even within the same risk stratification. Multivariate analysis showed that RUNX1mut was not an independent prognostic factor for OS (HR=1.352, P=0.068) or EFS (HR=1.129, P=0.513). When patients were stratified according to induction regimen, RUNX1mut was an unfavorable factor for CRc both on univariate and multivariate analysis in patients receiving conventional chemotherapy, and higher risk stratification predicted worse OS. In those who received venetoclax plus hypomethylating agents, RUNX1mut was not predictive of CRc and comparable OS and EFS were seen between intermediate-risk and adverse-risk groups. The results of this study revealed that the impact of RUNX1mut is limited. Its prognostic value depended more on treatment and co-occurrent abnormalities. VEN-HMA may abrogate the prognostic impact of RUNX1, which merits a larger prospective cohort to illustrate.
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Affiliation(s)
- Chao-Ling Wan
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yuan-Hong Huang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Si-Man Huang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yan-Li Xu
- Department of Radiology, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Kai-Wen Tan
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yan-Qiu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiang-Dong Shen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Shuai-Shuai Ge
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Han-Yu Cao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yan-Yan Li
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Song-Bai Liu
- Suzhou Key Laboratory of Medical Biotechnology, Suzhou Vocational Health College, Suzhou, China
| | - Jia-Jun Qi
- Education Training Center, the First Affiliated Hospital of Soochow University, Suzhou, China.
| | - Hai-Ping Dai
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
| | - Sheng-Li Xue
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
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3
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Jerez J, Santiago M. Unraveling germline predisposition in hematological neoplasms: Navigating complexity in the genomic era. Blood Rev 2024; 64:101143. [PMID: 37989620 DOI: 10.1016/j.blre.2023.101143] [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: 08/29/2023] [Revised: 10/14/2023] [Accepted: 11/14/2023] [Indexed: 11/23/2023]
Abstract
Genomic advancements have yielded pivotal insights into hematological neoplasms, particularly concerning germline predisposition mutations. Following the WHO 2016 revisions, dedicated segments were proposed to address these aspects. Current WHO 2022, ICC 2022, and ELN 2022 classifications recognize their significance, introducing more mutations and prompting integration into clinical practice. Approximately 5-10% of hematological neoplasm patients show germline predisposition gene mutations, rising with risk factors such as personal cancer history and familial antecedents, even in older adults. Nevertheless, technical challenges persist. Optimal DNA samples are skin fibroblast-extracted, although not universally applicable. Alternatives such as hair follicle use are explored. Moreover, the scrutiny of germline genomics mandates judicious test selection to ensure precise and accurate interpretation. Given the significant influence of genetic counseling on patient care and post-assessment procedures, there arises a demand for dedicated centers offering specialized services.
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Affiliation(s)
- Joaquín Jerez
- Hematology Department, Fundación Arturo López Pérez, Chile; Resident of Hematology, Universidad de los Andes, Chile.
| | - Marta Santiago
- Hematology Department, Hospital La Fe, 46026, Valencia, Spain; Hematology Research Group, Instituto de Investigación Sanitaria La Fe, 46026, Valencia, Spain.
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Hii ARK, Qi X, Wu Z. Advanced strategies for CRISPR/Cas9 delivery and applications in gene editing, therapy, and cancer detection using nanoparticles and nanocarriers. J Mater Chem B 2024; 12:1467-1489. [PMID: 38288550 DOI: 10.1039/d3tb01850d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Cancer remains one of the deadliest diseases, and is characterised by the uncontrolled growth of modified human cells. Unlike infectious diseases, cancer does not originate from foreign agents. Though a variety of diagnostic procedures are available; their cost-effectiveness and accessibility create significant hurdles. Non-specific cancer symptoms further complicate early detection, leading to belated recognition of certain cancer. The lack of reliable biomarkers hampers effective treatment, as chemotherapy, radiation therapy, and surgery often result in poor outcomes and high recurrence rates. Genetic and epigenetic mutations play a crucial role in cancer pathogenesis, necessitating the development of alternate treatment methods. The advent of CRISPR/Cas9 technology has transformed molecular biology and exhibits potential for gene modification and therapy in various cancer types. Nonetheless, obstacles such as safe transport, off-target consequences, and potency must be overcome before widespread clinical use. Notably, this review delves into the multifaceted landscape of cancer research, highlighting the pivotal role of nanoparticles in advancing CRISPR/Cas9-based cancer interventions. By addressing the challenges associated with cancer diagnosis and treatment, this integrated approach paves the way for innovative solutions and improved patient outcomes.
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Affiliation(s)
| | - Xiaole Qi
- Industrial Technology Innovation Platform, Zhejiang Center for Safety Study of Drug Substances, China Pharmaceutical University, 210009, 310018, Nanjing, Hangzhou, P. R. China.
| | - Zhenghong Wu
- Pharmaceutical University, 210009, Nanjing, P. R. China.
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Wang X, Wu S, Sun L, Jin P, Zhang J, Liu W, Zhan Z, Wang Z, Liu X, He L. Pan-cancer analysis revealing that PTPN2 is an indicator of risk stratification for acute myeloid leukemia. Sci Rep 2023; 13:18372. [PMID: 37884566 PMCID: PMC10603079 DOI: 10.1038/s41598-023-44892-z] [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: 06/15/2023] [Accepted: 10/13/2023] [Indexed: 10/28/2023] Open
Abstract
The non-receptor protein tyrosine phosphatases gene family (PTPNs) is involved in the tumorigenesis and development of many cancers, but the role of PTPNs in acute myeloid leukemia (AML) remains unclear. After a comprehensive evaluation on the expression patterns and immunological effects of PTPNs using a pan-cancer analysis based on RNA sequencing data obtained from The Cancer Genome Atlas, the most valuable gene PTPN2 was discovered. Further investigation of the expression patterns of PTPN2 in different tissues and cells showed a robust correlation with AML. PTPN2 was then systematically correlated with immunological signatures in the AML tumor microenvironment and its differential expression was verified using clinical samples. In addition, a prediction model, being validated and compared with other models, was developed in our research. The systematic analysis of PTPN family reveals that the effect of PTPNs on cancer may be correlated to mediating cell cycle-related pathways. It was then found that PTPN2 was highly expressed in hematologic diseases and bone marrow tissues, and its differential expression in AML patients and normal humans was verified by clinical samples. Based on its correlation with immune infiltrates, immunomodulators, and immune checkpoint, PTPN2 was found to be a reliable biomarker in the immunotherapy cohort and a prognostic predictor of AML. And PTPN2'riskscore can accurately predict the prognosis and response of cancer immunotherapy. These findings revealed the correlation between PTPNs and immunophenotype, which may be related to cell cycle. PTPN2 was differentially expressed between clinical AML patients and normal people. It is a diagnostic biomarker and potentially therapeutic target, providing targeted guidance for clinical treatment.
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Affiliation(s)
- Xuanyu Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, China
| | - Sanyun Wu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Le Sun
- Department of Urology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, China
| | - Peipei Jin
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Jianmin Zhang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Wen Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Zhuo Zhan
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Zisong Wang
- School of Basic Medical Sciences, Wuhan University, Wuhan, 430071, Hubei Province, China
| | - Xiaoping Liu
- Department of Pathology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, China.
| | - Li He
- Department of Urology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, China.
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
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6
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Eriksson A, Engvall M, Mathot L, Österroos A, Rippin M, Cavelier L, Ladenvall C, Baliakas P. Somatic Exonic Deletions in RUNX1 Constitutes a Novel Recurrent Genomic Abnormality in Acute Myeloid Leukemia. Clin Cancer Res 2023; 29:2826-2834. [PMID: 37022349 DOI: 10.1158/1078-0432.ccr-23-0122] [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: 01/14/2023] [Revised: 03/08/2023] [Accepted: 04/04/2023] [Indexed: 04/07/2023]
Abstract
PURPOSE In acute myeloid leukemia (AML), somatic mutations (commonly missense, nonsense, and frameshift indels) in RUNX1 are associated with a dismal clinical outcome. Inherited RUNX1 mutations cause familial platelet disorder. As approximately 5%-10% of germline RUNX1 mutations are large exonic deletions, we hypothesized that such exonic RUNX1 aberrations may also be acquired during the development of AML. EXPERIMENTAL DESIGN Sixty patients with well-characterized AML were analyzed with multiplex ligation-dependent probe amplification (n = 60), microarray (n = 11), and/or whole-genome sequencing (n = 8). RESULTS In total, 25 (42% of the cohort) RUNX1-aberrant patients (defined by the presence of classical mutations and/or exonic deletions) were identified. Sixteen patients (27%) carried only exonic deletions, 5 (8%) carried classical mutations, and 4 (7%) carried both exonic deletions and mutations. No significant difference was observed between patients with classical RUNX1 mutations and RUNX1 exonic deletions in median overall survival (OS, 53.1 vs. 38.8 months, respectively, P = 0.63). When applying the European Leukemia Net (ELN) classification including the RUNX1-aberrant group, 20% of the patients initially stratified as intermediate-risk (5% of the whole cohort) were reassigned to the high-risk group, which improved the performance of ELN classification regarding OS between intermediate- and high-risk groups (18.9 vs. 9.6 months, P = 0.09). CONCLUSIONS Somatic RUNX1 exonic deletions constitute a novel recurrent aberration in AML. Our findings have important clinical implications regarding AML classification, risk stratification, and treatment decision. Moreover, they argue in favor of further investigating such genomic aberrations not only in RUNX1 but also in other genes implicated in cancer biology and management. See related commentary by Chakraborty and Stengel, p. 2742.
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Affiliation(s)
- Anna Eriksson
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Marie Engvall
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Lucy Mathot
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- Department of Clinical Genetics, Uppsala University Hospital, Uppsala, Sweden
| | - Albin Österroos
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Martin Rippin
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Lucia Cavelier
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics, Karolinska University Hospital, Solna, Sweden
| | - Claes Ladenvall
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Panagiotis Baliakas
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- Department of Clinical Genetics, Uppsala University Hospital, Uppsala, Sweden
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Weinberg OK, Cantu MD, Gagan J, Madanat YF, Arber DA, Hasserjian RP. Presence but not number of secondary type mutations influences outcome in de novo AML without MDS-associated or recurring cytogenetic abnormalities. EJHAEM 2023; 4:760-764. [PMID: 37601841 PMCID: PMC10435713 DOI: 10.1002/jha2.710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 08/22/2023]
Abstract
A group of gene mutations has been identified to be strongly associated with secondary acute myeloid leukemias (AML) arising from prior myeloid neoplasms. The International Consensus Classification (ICC) and proposed 5th edition of the World Health Organization (WHO) classification differ by inclusion of RUNX1. A recent study suggested that having two or more secondary mutations is associated with a particularly poor prognosis. In a study of 294 de novo AML patients, we found that patients with at least one ICC-defined secondary mutation had shorter survival when compared to those without secondary mutations, and ICC/WHO groups of two or more mutations did not predict for worse outcomes.
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Affiliation(s)
- Olga K. Weinberg
- Department of PathologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Miguel D. Cantu
- Department of PathologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Jeffrey Gagan
- Department of PathologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Yazan F. Madanat
- Department of Internal MedicineUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Harold C. Simmons Comprehensive Cancer CenterUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Daniel A. Arber
- Department of PathologyUniversity of ChicagoChicagoIllinoisUSA
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Chakraborty J, Stengel KR. An Old Dog Has a New Trick: Somatic Exonic Deletions in RUNX1 Are Frequent in AML. Clin Cancer Res 2023; 29:2742-2744. [PMID: 37289016 PMCID: PMC10525005 DOI: 10.1158/1078-0432.ccr-23-1065] [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: 04/27/2023] [Revised: 05/08/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
Somatic loss-of-function RUNX1 mutations in acute myeloid leukemia (AML) include missense, nonsense, and frameshift mutations, whereas germline RUNX1 variants in RUNX1-FPDMM also include large exonic deletions. Alternative variant detection approaches revealed that large exonic deletions in RUNX1 are also common in sporadic AML, which has implications for patient stratification and therapeutic decision-making. See related article by Eriksson et al., p. 2826.
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Affiliation(s)
- Joyeeta Chakraborty
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Kristy R. Stengel
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Montefiore Einstein Cancer Center, Albert Einstein College of Medicine-Montefiore Health System, Bronx, NY 10461, USA
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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9
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Singh H, Kumar M, Kanungo H. Role of Gene Mutations in Acute Myeloid Leukemia: A Review Article. Glob Med Genet 2023; 10:123-128. [PMID: 37360004 PMCID: PMC10289861 DOI: 10.1055/s-0043-1770768] [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: 06/28/2023] Open
Abstract
Acute myeloid leukemia (AML) is an immensely heterogeneous disease characterized by the clonal growth of promyelocytes or myeloblasts in bone marrow as well as in peripheral blood or tissue. Enhancement in the knowledge of the molecular biology of cancer and recognition of intermittent mutations in AML contribute to favorable circumstances to establish targeted therapies and enhance the clinical outcome. There is high interest in the development of therapies that target definitive abnormalities in AML while eradicating leukemia-initiating cells. In recent years, there has been a better knowledge of the molecular abnormalities that lead to the progression of AML, and the application of new methods in molecular biology techniques has increased that facilitating the advancement of investigational drugs. In this review, literature or information on various gene mutations for AML is discussed. English language articles were scrutinized in plentiful directories or databases like PubMed, Science Direct, Web of Sciences, Google Scholar, and Scopus. The important keywords used for searching databases is "Acute myeloid leukemia", "Gene mutation in Acute myeloid leukemia", "Genetic alteration in Acute myeloid leukemia," and "Genetic abnormalities in Acute myeloid leukemia."
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Affiliation(s)
- Himanshu Singh
- Department of Oral and Maxillofacial Pathology and Oral Microbiology, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
| | - Magesh Kumar
- Department of Periodontics, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
| | - Himanshu Kanungo
- Department of Orthodontics and Dentofacial Orthopaedics, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
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Sendker S, Awada A, Domagalla S, Sendker M, Orhan E, Hoffmeister LM, Antoniou E, Niktoreh N, Reinhardt D, von Neuhoff N, Schneider M. RUNX1 mutation has no prognostic significance in paediatric AML: a retrospective study of the AML-BFM study group. Leukemia 2023:10.1038/s41375-023-01919-8. [PMID: 37188777 DOI: 10.1038/s41375-023-01919-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 04/19/2023] [Accepted: 04/21/2023] [Indexed: 05/17/2023]
Abstract
In acute myeloid leukaemia (AML) RUNX1 mutation is characterised by certain clinicopathological features with poor prognosis and adverse risk by the European LeukemiaNet recommendation. Though initially considered as provisional category, the recent World Health Organisation (WHO) classification of 2022 removed RUNX1-mutated AML from the unique entity. However, the significance of RUNX1 mutation in paediatric AML remains unclear. We retrospectively analysed a German cohort of 488 paediatric patients with de novo AML, enroled in the AMLR12 or AMLR17 registry of the AML-BFM Study Group (Essen, Germany). A total of 23 paediatric AML patients (4.7%) harboured RUNX1 mutations, 18 of which (78%) had RUNX1 mutation at initial diagnosis. RUNX1 mutations were associated with older age, male gender, number of coexisting alterations and presence of FLT3-ITD but mutually exclusive of KRAS, KIT and NPM1 mutation. RUNX1 mutations did not prognostically impact overall or event-free survival. Response rates did not differ between patients with and without RUNX1 mutations. This comprehensive study, comprising the largest analysis of RUNX1 mutation in a paediatric cohort to date, reveals distinct but not unique clinicopathologic features, with no prognostic significance of RUNX1-mutated paediatric AML. These results broaden the perspective on the relevance of RUNX1 alterations in leukaemogenesis in AML.
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Affiliation(s)
- Stephanie Sendker
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Amani Awada
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Sophia Domagalla
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Michael Sendker
- University of Applied Sciences for Economics and Management (FOM), 20357, Hamburg, Germany
| | - Eser Orhan
- Centre for Research Acceleration in Paediatrics GmbH, 30175, Hannover, Germany
| | - Lina Marie Hoffmeister
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Evangelia Antoniou
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Naghmeh Niktoreh
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Dirk Reinhardt
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Nils von Neuhoff
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Markus Schneider
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany.
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Xiao J, Xie J, Zhou B, Liu Y, Lu J, Jiang A, Yao H, Qiu Q, Ding Z, Xue S, Tang X, Qiu H, Chen S, Shen H, Wu D, Xu Y. RUNX1 together with DAT mutations predicted poor outcome in acute myeloid leukemia. Leuk Lymphoma 2023:1-11. [PMID: 36964663 DOI: 10.1080/10428194.2023.2190433] [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: 03/26/2023]
Abstract
We retrospectively explored the prognostic impact of DAT mutations at diagnosis in 122 RUNX1mut AML patients. RUNX1 missense mutation was dominant in the RUNT domain, and frameshift mutation was dominant in the TAD domain. DAT mutations occurred in 38.5% of RUNX1mut AML. After propensity score matching, DATpos patients had worse two-year relapse-free survival (RFS) than DATneg patients (p = .041). Moreover, RUNX1high (VAF ≥ 37.6%) patients showed poorer two-year overall survival (OS) and RFS than RUNX1low (VAF < 37.6%) patients (OS, p = .033; RFS, p = .027), especially in the RUNX1highDATpos group. Additionally, multivariate analysis confirmed that DAT mutations at diagnosis were an independent adverse factor for RFS. There were no significant differences in two-year OS and RFS between DATpos and DATneg patients or between RUNX1high and RUNX1low patients who undergoing allogeneic hematopoietic stem cell transplantation (allo-HSCT). Collectively, DAT mutations at diagnosis were adverse factors for RFS, and allo-HSCT could likely improve the poor outcomes of these patients.
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Affiliation(s)
- Jinyan Xiao
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Jundan Xie
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Biqi Zhou
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Yujie Liu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Jing Lu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Airui Jiang
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Hong Yao
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Qiaocheng Qiu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Zixuan Ding
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Shengli Xue
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Xiaowen Tang
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Huiying Qiu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Suning Chen
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Hongjie Shen
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Depei Wu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
| | - Yang Xu
- Jiangsu Institute of Haematology, National Clinical Research Center for Haematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Haematology, Soochow University, Suzhou, China
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12
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Eckardt JN, Röllig C, Metzeler K, Kramer M, Stasik S, Georgi JA, Heisig P, Spiekermann K, Krug U, Braess J, Görlich D, Sauerland CM, Woermann B, Herold T, Berdel WE, Hiddemann W, Kroschinsky F, Schetelig J, Platzbecker U, Müller-Tidow C, Sauer T, Serve H, Baldus C, Schäfer-Eckart K, Kaufmann M, Krause S, Hänel M, Schliemann C, Hanoun M, Thiede C, Bornhäuser M, Wendt K, Middeke JM. Prediction of complete remission and survival in acute myeloid leukemia using supervised machine learning. Haematologica 2023; 108:690-704. [PMID: 35708137 PMCID: PMC9973482 DOI: 10.3324/haematol.2021.280027] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Indexed: 11/09/2022] Open
Abstract
Achievement of complete remission signifies a crucial milestone in the therapy of acute myeloid leukemia (AML) while refractory disease is associated with dismal outcomes. Hence, accurately identifying patients at risk is essential to tailor treatment concepts individually to disease biology. We used nine machine learning (ML) models to predict complete remission and 2-year overall survival in a large multicenter cohort of 1,383 AML patients who received intensive induction therapy. Clinical, laboratory, cytogenetic and molecular genetic data were incorporated and our results were validated on an external multicenter cohort. Our ML models autonomously selected predictive features including established markers of favorable or adverse risk as well as identifying markers of so-far controversial relevance. De novo AML, extramedullary AML, double-mutated CEBPA, mutations of CEBPA-bZIP, NPM1, FLT3-ITD, ASXL1, RUNX1, SF3B1, IKZF1, TP53, and U2AF1, t(8;21), inv(16)/t(16;16), del(5)/del(5q), del(17)/del(17p), normal or complex karyotypes, age and hemoglobin concentration at initial diagnosis were statistically significant markers predictive of complete remission, while t(8;21), del(5)/del(5q), inv(16)/t(16;16), del(17)/del(17p), double-mutated CEBPA, CEBPA-bZIP, NPM1, FLT3-ITD, DNMT3A, SF3B1, U2AF1, and TP53 mutations, age, white blood cell count, peripheral blast count, serum lactate dehydrogenase level and hemoglobin concentration at initial diagnosis as well as extramedullary manifestations were predictive for 2-year overall survival. For prediction of complete remission and 2-year overall survival areas under the receiver operating characteristic curves ranged between 0.77-0.86 and between 0.63-0.74, respectively in our test set, and between 0.71-0.80 and 0.65-0.75 in the external validation cohort. We demonstrated the feasibility of ML for risk stratification in AML as a model disease for hematologic neoplasms, using a scalable and reusable ML framework. Our study illustrates the clinical applicability of ML as a decision support system in hematology.
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Affiliation(s)
- Jan-Niklas Eckardt
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden.
| | - Christoph Röllig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
| | - Klaus Metzeler
- Medical Clinic and Policlinic I Hematology and Cell Therapy. University Hospital, Leipzig
| | - Michael Kramer
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
| | - Sebastian Stasik
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
| | | | - Peter Heisig
- Institute of Software and Multimedia Technology, Technical University Dresden, Dresden
| | - Karsten Spiekermann
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich
| | - Utz Krug
- Medical Clinic III, Hospital Leverkusen, Leverkusen
| | - Jan Braess
- Hospital Barmherzige Brueder Regensburg, Regensburg
| | - Dennis Görlich
- Institute for Biometrics and Clinical Research, University Muenster, Muenster
| | | | - Bernhard Woermann
- Department of Hematology, Oncology and Tumor Immunology, Charité, Berlin
| | - Tobias Herold
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich
| | - Wolfgang E Berdel
- Department of Internal Medicine A, University Hospital Muenster, Muenster
| | - Wolfgang Hiddemann
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich
| | - Frank Kroschinsky
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
| | - Johannes Schetelig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
| | - Uwe Platzbecker
- Medical Clinic and Policlinic I Hematology and Cell Therapy. University Hospital, Leipzig
| | - Carsten Müller-Tidow
- Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany; German Consortium for Translational Cancer Research DKFZ, Heidelberg
| | - Tim Sauer
- Department of Medicine V, University Hospital Heidelberg, Heidelberg
| | - Hubert Serve
- Department of Medicine 2, Hematology and Oncology, Goethe University Frankfurt, Frankfurt
| | - Claudia Baldus
- Department of Hematology and Oncology, University Hospital Schleswig Holstein, Kiel
| | - Kerstin Schäfer-Eckart
- Department of Internal Medicine 5, Paracelsus Medical Private University Nuremberg, Nuremberg
| | - Martin Kaufmann
- Department of Hematology, Oncology and Palliative Care, Robert-Bosch Hospital, Stuttgart
| | - Stefan Krause
- Department of Internal Medicine 5, University Hospital Erlangen, Erlangen
| | - Mathias Hänel
- Department of Internal Medicine 3, Klinikum Chemnitz GmbH, Chemnitz, Germany; Department of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen
| | | | - Maher Hanoun
- Department of Internal Medicine 3, Klinikum Chemnitz GmbH, Chemnitz, Germany; Department of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen
| | - Christian Thiede
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany; German Consortium for Translational Cancer Research DKFZ, Heidelberg
| | - Martin Bornhäuser
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany; German Consortium for Translational Cancer Research DKFZ, Heidelberg, Germany; National Center for Tumor Diseases (NCT), Dresden
| | - Karsten Wendt
- Medical Clinic and Policlinic I Hematology and Cell Therapy. University Hospital, Leipzig
| | - Jan Moritz Middeke
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden
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13
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Ye W, Ma M, Wu X, Deng J, Liu X, Zheng X, Gong Y. Prognostic significance of KMT2A-PTD in patients with acute myeloid leukaemia: a systematic review and meta-analysis. BMJ Open 2023; 13:e062376. [PMID: 36725100 PMCID: PMC9896228 DOI: 10.1136/bmjopen-2022-062376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVES Whether KMT2A-PTD has a prognostic impact on patients with acute myeloid leukaemia (AML) is controversial. Therefore, we conducted a meta-analysis to assess the prognostic value of KMT2A-PTD in patients with AML. METHODS Eligibility criteria: we included studies concerning the prognostic value of KMT2A-PTD in patients with AML. INFORMATION SOURCES Eligible studies were identified from PubMed, Embase, Medline, Web of Science, Cochrane Library and Chinese Biomedical Database. The systematic search date was 19 December 2020.Risk of bias: Sensitivity analysis was used to evaluate the stability and reliability of the combined results. Begg's and Egger's tests were used to assess the publication biases of studies. SYNTHESIS OF RESULTS We calculated the pooled HRs and their 95% CIs for overall survival (OS) and event-free survival (EFS) by Stata V.12 software. RESULTS Included studies: 18 studies covering 6499 patients were included. SYNTHESIS OF RESULTS KMT2A-PTD conferred shorter OS in total population (HR=1.30, 95% CI 1.09 to 1.51). In the subgroup analysis, KMT2A-PTD also resulted in shorter OS in karyotypically normal AML patients (HR=2.72, 95% CI 1.83 to 3.61) and old AML patients (HR=1.93, 95% CI 1.44 to 2.42). KMT2A-PTD indicated no prognostic impact on EFS in total population (HR=1.26, 95% CI 0.86 to 1.66). However, in the sensitivity analysis, KMT2A-PTD resulted in poor EFS (HR=1.34, 95% CI 1.04 to 1.64) when deleting the study with a relatively obvious effect on the combined HR. In the subgroup analysis, KMT2A-PTD was associated with poor EFS in old AML patients (HR=1.64, 95% CI 1.25 to 2.03). CONCLUSION The findings indicated that KMT2A-PTD had an adverse impact on the prognosis of patients with AML in the total population, and the conclusion can also be applied to some subgroups including karyotypically normal AML and old AML patients. KMT2A-PTD may be a promising genetic biomarker in patients with AML in the future. TRIAL REGISTRATION NUMBER CRD42021227185.
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Affiliation(s)
- Wu Ye
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Mingzhu Ma
- Department of Outpatient, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Xia Wu
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jili Deng
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaoyan Liu
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xue Zheng
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuping Gong
- Department of Hematology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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14
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Sande CM, Wu R, Yang G, Sussman RT, Bigdeli A, Rushton C, Chitturi A, Patel J, Szankasi P, Morrissette JJD, Lim MS, Elenitoba-Johnson KSJ. Rapid and Automated Semiconductor-Based Next-Generation Sequencing for Simultaneous Detection of Somatic DNA and RNA Aberrations in Myeloid Neoplasms. J Mol Diagn 2023; 25:87-93. [PMID: 36503148 DOI: 10.1016/j.jmoldx.2022.11.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 10/17/2022] [Accepted: 11/18/2022] [Indexed: 12/13/2022] Open
Abstract
Evaluation of suspected myeloid neoplasms involves testing for recurrent, diagnostically and therapeutically relevant genetic alterations. Current molecular testing requires multiple technologies, different domains of expertise, and unconnected workflows, resulting in variable, lengthy turnaround times that can delay treatment. To address this unmet clinical need, we evaluated the Oncomine Myeloid Assay GX panel on the Ion Torrent Genexus platform, a rapid, integrated nucleic acid to report next-generation sequencing platform for detecting clinically relevant genetic aberrations in myeloid disorders. Specimens included synthetic DNA (101 targets) and RNA (9 targets) controls and real-world nucleic acid material derived from bone marrow or peripheral blood samples (40 patients). Ion Torrent Genexus results and performance indices were compared with those obtained from clinically validated genomic testing workflows in 2 separate clinical laboratories. The Ion Torrent Genexus identified 100% of DNA and RNA control variants. For primary patient specimens, the Ion Torrent Genexus reported 82 of 107 DNA variants and 19 of 19 RNA gene fusions identified on clinically validated assays, yielding an 80% overall detection rate. Reanalysis of exported, unfiltered Ion Torrent Genexus data revealed 15 DNA variants not called by the filtered on-board bioinformatics pipeline, yielding a 92% potential detection rate. These results hold promise for the implementation of an integrated next-generation sequencing system to rapidly detect genetic aberrations, facilitating accurate, genomics-based diagnoses and accelerated time to precision therapies in myeloid neoplasms.
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Affiliation(s)
- Christopher M Sande
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rui Wu
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Guang Yang
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robyn T Sussman
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ashkan Bigdeli
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Chase Rushton
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Akshay Chitturi
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jay Patel
- ARUP Laboratories, Salt Lake City, Utah
| | | | - Jennifer J D Morrissette
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Megan S Lim
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kojo S J Elenitoba-Johnson
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
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15
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Ervin EH, French R, Chang CH, Pauklin S. Inside the stemness engine: Mechanistic links between deregulated transcription factors and stemness in cancer. Semin Cancer Biol 2022; 87:48-83. [PMID: 36347438 DOI: 10.1016/j.semcancer.2022.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/22/2022] [Accepted: 11/03/2022] [Indexed: 11/07/2022]
Abstract
Cell identity is largely determined by its transcriptional profile. In tumour, deregulation of transcription factor expression and/or activity enables cancer cell to acquire a stem-like state characterised by capacity to self-renew, differentiate and form tumours in vivo. These stem-like cancer cells are highly metastatic and therapy resistant, thus warranting a more complete understanding of the molecular mechanisms downstream of the transcription factors that mediate the establishment of stemness state. Here, we review recent research findings that provide a mechanistic link between the commonly deregulated transcription factors and stemness in cancer. In particular, we describe the role of master transcription factors (SOX, OCT4, NANOG, KLF, BRACHYURY, SALL, HOX, FOX and RUNX), signalling-regulated transcription factors (SMAD, β-catenin, YAP, TAZ, AP-1, NOTCH, STAT, GLI, ETS and NF-κB) and unclassified transcription factors (c-MYC, HIF, EMT transcription factors and P53) across diverse tumour types, thereby yielding a comprehensive overview identifying shared downstream targets, highlighting unique mechanisms and discussing complexities.
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Affiliation(s)
- Egle-Helene Ervin
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Road, Headington, Oxford, OX3 7LD, United Kingdom.
| | - Rhiannon French
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Road, Headington, Oxford, OX3 7LD, United Kingdom.
| | - Chao-Hui Chang
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Road, Headington, Oxford, OX3 7LD, United Kingdom.
| | - Siim Pauklin
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Road, Headington, Oxford, OX3 7LD, United Kingdom.
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16
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Venugopal S, DiNardo CD, Loghavi S, Qiao W, Ravandi F, Konopleva M, Kadia T, Bhalla K, Jabbour E, Issa GC, Macaron W, Daver N, Borthakur G, Montalban-Bravo G, Yilmaz M, Patel KP, Kanagal-Shamanna R, Chien K, Maiti A, Kantarjian H, Short NJ. Differential prognostic impact of RUNX1 mutations according to frontline therapy in patients with acute myeloid leukemia. Am J Hematol 2022; 97:1560-1567. [PMID: 36087091 DOI: 10.1002/ajh.26724] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/18/2022] [Accepted: 09/01/2022] [Indexed: 01/31/2023]
Abstract
RUNX1-mutated (mRUNX1) acute myeloid leukemia (AML) has historically been associated with poor outcomes in the setting of conventional chemotherapy. The prognostic impact of mRUNX1 AML is not well-established in the current era of lower-intensity treatment regimens incorporating venetoclax. We retrospectively analyzed 907 patients with newly diagnosed AML, including 137 patients with mRUNX1 AML, who underwent first-line therapy with intensive chemotherapy (IC), low-intensity therapy without venetoclax (LIT without VEN), or LIT with VEN. When stratified by RUNX1 status, there was no statistically significant difference in outcomes between mRUNX1 and wild-type (wtRUNX1) AML, regardless of therapy received. However, among patients who received LIT with VEN, there was a trend towards superior overall survival (OS) in those with mRUNX1 AML (median OS for mRUNX1 vs. wtRUNX1: 25.1 vs. 11.3 months; 2-year OS 54% vs. 33%; p = 0.12). In patients without another adverse-risk cyto-molecular feature, the presence of mRUNX1 conferred inferior OS in patients who received IC (p = 0.02) or LIT without VEN (p = 0.003) but not in those who received LIT with VEN (mRUNX1 vs. wtRUNX1: 25.1 vs. 30.0 months; 2-year OS 59% vs. 54%; p = 0.86). A multivariate analysis showed possible interaction between RUNX1 mutation status and treatment, suggesting a differential prognostic impact of RUNX1 mutations when patients received IC versus LIT with VEN. In summary, the prognostic impact of mRUNX1 AML may be treatment-dependent, and the presence of RUNX1 mutations may not impact clinical outcomes when venetoclax-based regimens are used.
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Affiliation(s)
- Sangeetha Venugopal
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Courtney D DiNardo
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sanam Loghavi
- Departments of Hematopathology, and, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Wei Qiao
- Departments of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Farhad Ravandi
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Marina Konopleva
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Tapan Kadia
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kapil Bhalla
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Elias Jabbour
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ghayas C Issa
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Walid Macaron
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Naval Daver
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Gautam Borthakur
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Musa Yilmaz
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Keyur P Patel
- Departments of Hematopathology, and, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Rashmi Kanagal-Shamanna
- Departments of Hematopathology, and, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kelly Chien
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Abhishek Maiti
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Hagop Kantarjian
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nicholas J Short
- Departments of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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17
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Small S, Oh TS, Platanias LC. Role of Biomarkers in the Management of Acute Myeloid Leukemia. Int J Mol Sci 2022; 23:ijms232314543. [PMID: 36498870 PMCID: PMC9741257 DOI: 10.3390/ijms232314543] [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: 09/30/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 11/24/2022] Open
Abstract
Despite many recent advances in treatment options, acute myeloid leukemia (AML) still has a high mortality rate. One important issue in optimizing outcomes for AML patients lies in the limited ability to predict response to specific therapies, duration of response, and likelihood of relapse. With evolving genetic characterization and improving molecular definitions, the ability to predict outcomes and long-term prognosis is slowly improving. The majority of the currently used prognostic assessments relate to molecular and chromosomal abnormalities, as well as response to initial therapy. These risk categories, however, do not account for a large amount of the variability in AML. Laboratory techniques now utilized in the clinic extend beyond bone marrow morphology and single gene sequencing, to next-generation sequencing of large gene panels and multiparameter flow cytometry, among others. Other technologic advances, such as gene expression analysis, have yet to demonstrate enough predictive and prognostic power to be employed in clinical medicine outside of clinical trials, but may be incorporated into the clinic in the future. In this review, we discuss the utility of current biomarkers, and present novel biomarker techniques and strategies that are in development for AML patients. Measurable residual disease (MRD) is a powerful prognostic tool that is increasingly being incorporated into clinical practice, and there are some exciting emerging biomarker technologies that have the potential to improve prognostic power in AML. As AML continues to be a difficult-to-treat disease with poor outcomes in many subtypes, advances in biomarkers that lead to better treatment decisions are greatly needed.
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Affiliation(s)
- Sara Small
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA
- Division of Hematology-Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Correspondence:
| | - Timothy S. Oh
- Division of Hospital Medicine, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Leonidas C. Platanias
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA
- Division of Hematology-Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Medicine, Jesse Brown Veterans Affairs Medical Center, Chicago, IL 60612, USA
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18
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RUNX1/CEBPA Mutation in Acute Myeloid Leukemia Promotes Hypermethylation and Indicates for Demethylation Therapy. Int J Mol Sci 2022; 23:ijms231911413. [PMID: 36232714 PMCID: PMC9569612 DOI: 10.3390/ijms231911413] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 09/06/2022] [Accepted: 09/19/2022] [Indexed: 11/24/2022] Open
Abstract
Acute myeloid leukemia (AML) is a rapidly progressing heterogeneous disease with a high mortality rate, which is characterized by hyperproliferation of atypical immature myeloid cells. The number of AML patients is expected to increase in the near future, due to the old-age-associated nature of AML and increased longevity in the human population. RUNX1 and CEBPA, key transcription factors (TFs) of hematopoiesis, are frequently and independently mutated in AML. RUNX1 and CEBPA can bind TET2 demethylase and attract it to their binding sites (TFBS) in cell lines, leading to DNA demethylation of the regions nearby. Since TET2 does not have a DNA-binding domain, TFs are crucial for its guidance to target genomic locations. In this paper, we show that RUNX1 and CEBPA mutations in AML patients affect the methylation of important regulatory sites that resulted in the silencing of several RUNX1 and CEBPA target genes, most likely in a TET2-dependent manner. We demonstrated that hypermethylation of TFBS in AML cells with RUNX1 mutations was associated with resistance to anticancer chemotherapy. Demethylation therapy restored expression of the RUNX1 target gene, BIK, and increased sensitivity of AML cells to chemotherapy. If our results are confirmed, mutations in RUNX1 could be an indication for prescribing the combination of cytotoxic and demethylation therapies.
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19
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Renosi F, Callanan M, Lefebvre C. Genetics and Epigenetics in Neoplasms with Plasmacytoid Dendritic Cells. Cancers (Basel) 2022; 14:cancers14174132. [PMID: 36077669 PMCID: PMC9454802 DOI: 10.3390/cancers14174132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/19/2022] [Accepted: 08/22/2022] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Differential diagnosis between Blastic pDC Neoplasm (BPDCN) and Acute Myeloid Leukemia with pDC expansion (pDC-AML) is particularly challenging, and genomic features can help in diagnosis. This review aims at clarifying recent data on genomics features because the past five years have generated a large amount of original data regarding pDC neoplasms. The genetic landscape of BPDCN is now well-defined, with important updates concerning MYC/MYC rearrangements, but also epigenetic defects and novel concepts in oncogenic and immune pathways. Concerning pDC-AML, they now appear to exhibit an original mutation landscape, especially with RUNX1 mutations, which is of interest for diagnostic criteria and for therapeutic purposes. We highlight here these two different profiles, which contribute to differential diagnosis between BPDCN and pDC-AML. This point is particularly important for the study of different therapeutic strategies between BPDCN and AML. Abstract Plasmacytoid Dendritic Cells (pDC) are type I interferon (IFN)-producing cells that play a key role in immune responses. Two major types of neoplastic counterparts for pDC are now discriminated: Blastic pDC Neoplasm (BPDCN) and Mature pDC Proliferation (MPDCP), associated with myeloid neoplasm. Two types of MPDCP are now better described: Chronic MyeloMonocytic Leukemia with pDC expansion (pDC-CMML) and Acute Myeloid Leukemia with pDC expansion (pDC-AML). Differential diagnosis between pDC-AML and BPDCN is particularly challenging, and genomic features can help for diagnosis. Here, we systematically review the cytogenetic, molecular, and transcriptional characteristics of BPDCN and pDC-AML. BPDCN are characterized by frequent complex karyotypes with recurrent MYB/MYC rearrangements as well as recurrent deletions involving ETV6, IKZF1, RB1, and TP53 loci. Epigenetic and splicing pathways are also particularly mutated, while original processes are dysregulated, such as NF-kB, TCF4, BCL2, and IFN pathways; neutrophil-specific receptors; and cholinergic signaling. In contrast, cytogenetic abnormalities are limited in pDC-AML and are quite similar to other AML. Interestingly, RUNX1 is the most frequently mutated gene (70% of cases). These typical genomic features are of potential interest for diagnosis, and also from a prognostic or therapeutic perspective.
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Affiliation(s)
- Florian Renosi
- INSERM, EFS BFC, UMR1098 RIGHT, University of Bourgogne Franche-Comté, F-25000 Besancon, France
- Laboratoire d’Hématologie et d’Immunologie Régional, Etablissement Français du Sang Bourgogne Franche-Comté, F-25000 Besancon, France
- Correspondence:
| | - Mary Callanan
- INSERM 1231 and 1209, University of Bourgogne-Franche Comté, F-21000 Dijon, France
- Service d’Oncologie Génétique, CHU Dijon Bourgogne, F-21000 Dijon, France
| | - Christine Lefebvre
- INSERM 1209 and CNRS UMR 5309, Université Grenoble-Alpes, F-38000 Grenoble, France
- Laboratoire de Génétique des hémopathies, Institut de Biologie et de Pathologie, CHU Grenoble Alpes, F-38000 Grenoble, France
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20
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A novel heptasomy 21 associated with complete loss of heterozygosity and loss of function RUNX1 mutation in acute myeloid leukemia. Cancer Genet 2022; 266-267:69-73. [DOI: 10.1016/j.cancergen.2022.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 06/07/2022] [Accepted: 07/01/2022] [Indexed: 11/17/2022]
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21
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Roussel X, Garnache Ottou F, Renosi F. Plasmacytoid Dendritic Cells, a Novel Target in Myeloid Neoplasms. Cancers (Basel) 2022; 14:cancers14143545. [PMID: 35884612 PMCID: PMC9317563 DOI: 10.3390/cancers14143545] [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: 05/31/2022] [Revised: 07/12/2022] [Accepted: 07/18/2022] [Indexed: 02/01/2023] Open
Abstract
Plasmacytoid dendritic cells (pDC) are the main type I interferon producing cells in humans and are able to modulate innate and adaptive immune responses. Tumor infiltration by plasmacytoid dendritic cells is already well described and is associated with poor outcomes in cancers due to the tolerogenic activity of pDC. In hematological diseases, Blastic Plasmacytoid Dendritic Cells Neoplasm (BPDCN), aggressive leukemia derived from pDCs, is well described, but little is known about tumor infiltration by mature pDC described in Myeloid Neoplasms (MN). Recently, mature pDC proliferation (MPDCP) has been described as a differential diagnosis of BPDCN associated with acute myeloid leukemia (pDC-AML), myelodysplastic syndrome (pDC-MDS) and chronic myelomonocytic leukemia (pDC-CMML). Tumor cells are myeloid blasts and/or mature myeloid cells from related myeloid disorders and pDC derived from a clonal proliferation. The poor prognosis associated with MPDCP requires a better understanding of pDC biology, MN oncogenesis and immune response. This review provides a comprehensive overview about the biological aspects of pDCs, the description of pDC proliferation in MN, and an insight into putative therapies in pDC-AML regarding personalized medicine.
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Affiliation(s)
- Xavier Roussel
- INSERM, EFS BFC, UMR1098 RIGHT, University of Bourgogne Franche-Comté, 25000 Besancon, France;
- Department of Clinical Hematology, University Hospital of Besançon, 25000 Besançon, France
- Correspondence: (X.R.); (F.R.)
| | - Francine Garnache Ottou
- INSERM, EFS BFC, UMR1098 RIGHT, University of Bourgogne Franche-Comté, 25000 Besancon, France;
- Etablissement Français du Sang Bourgogne Franche-Comté, Laboratoire d’Hématologie et d’Immunologie Régional, 25020 Besançon, France
| | - Florian Renosi
- INSERM, EFS BFC, UMR1098 RIGHT, University of Bourgogne Franche-Comté, 25000 Besancon, France;
- Etablissement Français du Sang Bourgogne Franche-Comté, Laboratoire d’Hématologie et d’Immunologie Régional, 25020 Besançon, France
- Correspondence: (X.R.); (F.R.)
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22
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Sasaki K, Ravandi F, Kadia T, DiNardo C, Borthakur G, Short N, Jain N, Daver N, Jabbour E, Garcia-Manero G, Khoury J, Konoplev S, Loghavi S, Patel K, Montalban-Bravo G, Masarova L, Konopleva M, Kantarjian H. Prediction of survival with intensive chemotherapy in acute myeloid leukemia. Am J Hematol 2022; 97:865-876. [PMID: 35384048 DOI: 10.1002/ajh.26557] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/29/2022] [Accepted: 03/31/2022] [Indexed: 12/15/2022]
Abstract
Progress with intensive chemotherapy and supportive care measures has improved survival in newly diagnosed acute myeloid leukemia (AML). Predicting outcome helps in treatment decision making. We analyzed survival as the treatment endpoint in 3728 patients with newly diagnosed AML treated with intensive chemotherapy from 1980 to 2021. We divided the total study group (3:1 basis) into a training (n = 2790) and a validation group (n = 938). The associations between survival and 27 characteristics were investigated. In the training cohort, the multivariate analysis identified 12 consistent adverse prognostic variables independently associated with worse survival: older age, therapy-related myeloid neoplasm, worse performance status, cardiac comorbidity, leukocytosis, anemia, thrombocytopenia, elevated creatinine and lactate dehydrogenase, cytogenetic abnormalities, and the presence of infection at diagnosis except fever of unknown origin. We categorized patients into four prognostic groups, favorable (7%), intermediate (43%), poor (39%), and very poor (11%) with estimated 5-year survival rates of 69%, 36%, 13%, and 3% respectively (p < .001). The predictive model was validated in an independent cohort. In a subset of patients with molecular mutation profiles, adding the mutation profiles after accounting for the effects of previous factors identified NPM1 (favorable), PTPN11, and TP53 (both unfavorable) mutations as molecular prognostic factors. The new proposed predictive model for survival with intensive chemotherapy in patients with AML is robust and can be used to advise patients regarding their prognosis, to modify therapy in remission (e.g., proposing allogeneic stem cell transplantation in first remission), and to compare outcome and benefits on future investigational therapies.
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Affiliation(s)
- Koji Sasaki
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Tapan Kadia
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Courtney DiNardo
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Gautam Borthakur
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nicholas Short
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nitin Jain
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Naval Daver
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Guillermo Garcia-Manero
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Joseph Khoury
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sergej Konoplev
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sanam Loghavi
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Keyur Patel
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Lucia Masarova
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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23
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González-López O, Muñoz-González JI, Orfao A, Álvarez-Twose I, García-Montero AC. Comprehensive Analysis of Acquired Genetic Variants and Their Prognostic Impact in Systemic Mastocytosis. Cancers (Basel) 2022; 14:cancers14102487. [PMID: 35626091 PMCID: PMC9139197 DOI: 10.3390/cancers14102487] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/14/2022] [Accepted: 05/15/2022] [Indexed: 01/27/2023] Open
Abstract
Systemic mastocytosis (SM) is a rare clonal haematopoietic stem cell disease in which activating KIT mutations (most commonly KIT D816V) are present in virtually every (>90%) adult patient at similar frequencies among non-advanced and advanced forms of SM. The KIT D816V mutation is considered the most common pathogenic driver of SM. Acquisition of this mutation early during haematopoiesis may cause multilineage involvement of haematopoiesis by KIT D816V, which has been associated with higher tumour burden and additional mutations in other genes, leading to an increased rate of transformation to advanced SM. Thus, among other mutations, alterations in around 30 genes that are also frequently mutated in other myeloid neoplasms have been reported in SM cases. From these genes, 12 (i.e., ASXL1, CBL, DNMT3A, EZH2, JAK2, KRAS, NRAS, SF3B1, RUNX1, SF3B1, SRSF2, TET2) have been recurrently reported to be mutated in SM. Because of all the above, assessment of multilineage involvement of haematopoiesis by the KIT D816V mutation, in the setting of multi-mutated haematopoiesis as revealed by a limited panel of genes (i.e., ASXL1, CBL, DNMT3A, EZH2, NRAS, RUNX1 and SRSF2) and associated with a poorer patient outcome, has become of great help to identify SM patients at higher risk of disease progression and/or poor survival who could benefit from closer follow-up and eventually also early cytoreductive treatment.
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Affiliation(s)
- Oscar González-López
- Cancer Research Center (IBMCC, USAL/CSIC), Department of Medicine, Universidad de Salamanca, Biomedical Research Institute of Salamanca and Spanish Network on Mastocytosis (REMA), 37007 Salamanca, Spain; (O.G.-L.); (J.I.M.-G.); (A.O.)
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Javier I. Muñoz-González
- Cancer Research Center (IBMCC, USAL/CSIC), Department of Medicine, Universidad de Salamanca, Biomedical Research Institute of Salamanca and Spanish Network on Mastocytosis (REMA), 37007 Salamanca, Spain; (O.G.-L.); (J.I.M.-G.); (A.O.)
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Alberto Orfao
- Cancer Research Center (IBMCC, USAL/CSIC), Department of Medicine, Universidad de Salamanca, Biomedical Research Institute of Salamanca and Spanish Network on Mastocytosis (REMA), 37007 Salamanca, Spain; (O.G.-L.); (J.I.M.-G.); (A.O.)
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Iván Álvarez-Twose
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain;
- Instituto de Estudios de Mastocitosis de Castilla La Mancha (CLMast, Virgen del Valle Hospital) and REMA, 45071 Toledo, Spain
| | - Andrés C. García-Montero
- Cancer Research Center (IBMCC, USAL/CSIC), Department of Medicine, Universidad de Salamanca, Biomedical Research Institute of Salamanca and Spanish Network on Mastocytosis (REMA), 37007 Salamanca, Spain; (O.G.-L.); (J.I.M.-G.); (A.O.)
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain;
- Correspondence:
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24
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Distinct genomic landscape of Chinese pediatric acute myeloid leukemia impacts clinical risk classification. Nat Commun 2022; 13:1640. [PMID: 35347147 PMCID: PMC8960760 DOI: 10.1038/s41467-022-29336-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 03/09/2022] [Indexed: 12/17/2022] Open
Abstract
Studies have revealed key genomic aberrations in pediatric acute myeloid leukemia (AML) based on Western populations. It is unknown to what extent the current genomic findings represent populations with different ethnic backgrounds. Here we present the genomic landscape of driver alterations of Chinese pediatric AML and discover previously undescribed genomic aberrations, including the XPO1-TNRC18 fusion. Comprehensively comparing between the Chinese and Western AML cohorts reveal a substantially distinct genomic alteration profile. For example, Chinese AML patients more commonly exhibit mutations in KIT and CSF3R, and less frequently mutated of genes in the RAS signaling pathway. These differences in mutation frequencies lead to the detection of previously uncharacterized co-occurring mutation pairs. Importantly, the distinct driver profile is clinical relevant. We propose a refined prognosis risk classification model which better reflected the adverse event risk for Chinese AML patients. These results emphasize the importance of genetic background in precision medicine. The genomic landscape of pediatric acute myeloid leukemia (AML) has mostly been characterised for Western populations. Here, the authors identify potential driver alterations in Chinese pediatric AML, which differ from Western populations, and propose a prognostic risk classification model.
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25
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Li J, Jin W, Tan Y, Wang B, Wang X, Zhao M, Wang K. Distinct gene expression pattern of RUNX1 mutations coordinated by target repression and promoter hypermethylation in acute myeloid leukemia. Front Med 2021; 16:627-636. [PMID: 34958450 DOI: 10.1007/s11684-020-0815-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 07/08/2020] [Indexed: 11/30/2022]
Abstract
Runt-related transcription factor 1 (RUNX1) is an essential regulator of normal hematopoiesis. Its dysfunction, caused by either fusions or mutations, is frequently reported in acute myeloid leukemia (AML). However, RUNX1 mutations have been largely under-explored compared with RUNX1 fusions mainly due to their elusive genetic characteristics. Here, based on 1741 patients with AML, we report a unique expression pattern associated with RUNX1 mutations in AML. This expression pattern was coordinated by target repression and promoter hypermethylation. We first reanalyzed a joint AML cohort that consisted of three public cohorts and found that RUNX1 mutations were mainly distributed in the Runt domain and almost mutually exclusive with NPM1 mutations. Then, based on RNA-seq data from The Cancer Genome Atlas AML cohort, we developed a 300-gene signature that significantly distinguished the patients with RUNX1 mutations from those with other AML subtypes. Furthermore, we explored the mechanisms underlying this signature from the transcriptional and epigenetic levels. Using chromatin immunoprecipitation sequencing data, we found that RUNX1 target genes tended to be repressed in patients with RUNX1 mutations. Through the integration of DNA methylation array data, we illustrated that hypermethylation on the promoter regions of RUNX1-regulated genes also contributed to dysregulation in RUNX1-mutated AML. This study revealed the distinct gene expression pattern of RUNX1 mutations and the underlying mechanisms in AML development.
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Affiliation(s)
- Jingming Li
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Wen Jin
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.,CNRS-LIA Hematology and Cancer, Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yun Tan
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Beichen Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Xiaoling Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Ming Zhao
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Kankan Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. .,CNRS-LIA Hematology and Cancer, Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
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26
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Venetoclax and Azacitidine Compared to Induction Chemotherapy for Newly Diagnosed Patients with Acute Myeloid Leukemia. Blood Adv 2021; 5:5565-5573. [PMID: 34610123 PMCID: PMC8714726 DOI: 10.1182/bloodadvances.2021005538] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 08/17/2021] [Indexed: 11/27/2022] Open
Abstract
Patients with AML who received IC were compared with those who received ven to investigate predictors of outcomes. Presence of RUNX1 mutations is associated with better outcomes for ven/aza compared with IC.
Venetoclax (ven) plus azacitidine (aza) is the standard of care for patients with newly diagnosed acute myeloid leukemia (AML) who are not candidates for intensive chemotherapy (IC). Some patients who are IC candidates instead receive ven/aza. We retrospectively analyzed patients with newly diagnosed AML who received ven/aza (n = 143) or IC (n = 149) to compare outcomes, seek variables that could predict response to 1 therapy or the other, and ascertain whether treatment recommendations could be refined. The response rates were 76.9% for ven/aza and 70.5% for IC. The median overall survival (OS) was 884 days for IC compared with 483 days for ven/aza (P = .0020). A propensity-matched cohort was used to compare outcomes in the setting of equivalent baseline variables, and when matched for age, biological risk, and transplantation, the median OS was 705 days for IC compared with not reached for ven/aza (P = .0667). Variables that favored response to ven/aza over IC included older age, secondary AML, and RUNX1 mutations. AML M5 favored response to IC over ven/aza. In the propensity-matched cohort analyzing OS, older age, adverse risk, and RUNX1 mutations favored ven/aza over IC, whereas intermediate risk favored IC over ven/aza. In conclusion, patients receiving IC have improved OS compared with those receiving ven/aza. However, in a propensity-matched cohort of patients with equivalent baseline factors, there was a trend toward favorable OS for ven/aza. Specific variables, such as RUNX1 mutations, reported here for the first time, can be identified that favor ven/aza or IC, helping to guide treatment decisions for patients who may be eligible candidates for either therapy.
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27
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Rehman A, Akram AM, Chaudhary A, Sheikh N, Hussain Z, Alsanie WF, Rehman RA, Hameed N, Saleem T, Zafar A, Absar M, Iqbal Z, Alhazmi A, Baeshen HA, Mohammedsaleh ZM, Qamer S, Sayed S, Gaber A. RUNX1 mutation and elevated FLT3 gene expression cooperates to induce inferior prognosis in cytogenetically normal acute myeloid leukemia patients. Saudi J Biol Sci 2021; 28:4845-4851. [PMID: 34466057 PMCID: PMC8381075 DOI: 10.1016/j.sjbs.2021.07.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 07/02/2021] [Accepted: 07/04/2021] [Indexed: 11/25/2022] Open
Abstract
Background Acute myeloid leukemia (AML) is a bone marrow malignancy having multiple molecular pathways driving its progress. In recent years, the main causes of AML considered all over the world are genetic variations in cancerous cells. The RUNX1 and FLT3 genes are necessary for the normal hematopoiesis and differentiation process of hematopoietic stem cells into mature blood cells, therefore they are the most common targets for point mutations resulting in AML. Methods We screened 32 CN-AML patients for FLT3-ITD (by Allele-specific PCR) and RUNX1 mutations (by Sanger sequencing). The FLT3 mRNA expression was assessed in all AML patients and its subgroups. Results Eight patients (25%) carried RUNX1 mutation (K83E) while three patients (9.37%) were found to have internal tandem duplications in FLT3 gene. The RUNX1 mutation data were correlated with clinical parameters and FLT3 gene expression profile. The RUNX1 mutations were observed to be significantly prevalent in older males. Moreover, RUNX1 and FLT3-mutated patients had lower complete remission rate, event-free survival rate, and lower overall survival rate than patients with wild-type RUNX1 and FLT3 gene. The RUNX1 and FLT3 mutant patients with up-regulated FLT3 gene expression showed even worse prognosis. Bradford Assay showed that protein concentration was down-regulated in RUNX1 and FLT3 mutants in comparison to RUNX1 and FLT3 wild-type groups. Conclusion This study constitutes the first report from Pakistan reporting significant molecular mutation analysis of RUNX1 and FLT3 genes including FLT3 expression evaluation with follow-up. This provides an insight that aforementioned mutations are markers of poor prognosis but the study with a large AML cohort will be useful to further investigate their role in disease biology of AML.
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Affiliation(s)
- Atia Rehman
- Cell and Molecular Biology Lab (CMBL), Department of Zoology, University of the Punjab, Lahore, Pakistan.,Molecular Biology Lab, University of Education, Township Campus, College Road, Lahore, Pakistan
| | - Afia Muhammad Akram
- Molecular Biology Lab, University of Education, Township Campus, College Road, Lahore, Pakistan
| | - Asma Chaudhary
- Molecular Biology Lab, University of Education, Township Campus, College Road, Lahore, Pakistan
| | - Nadeem Sheikh
- Cell and Molecular Biology Lab (CMBL), Department of Zoology, University of the Punjab, Lahore, Pakistan
| | - Zawar Hussain
- Molecular Biology Lab, University of Education, Township Campus, College Road, Lahore, Pakistan
| | - Walaa F Alsanie
- Center of Biomedical Sciences Research (CBSR), Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia.,Department of Clinical Laboratories Sciences, The Faculty of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
| | - Rahat Abdul Rehman
- Department of Forensic Science, University of Health Sciences, Lahore, Pakistan
| | - Naila Hameed
- Cell and Molecular Biology Lab (CMBL), Department of Zoology, University of the Punjab, Lahore, Pakistan
| | - Tayyaba Saleem
- Cell and Molecular Biology Lab (CMBL), Department of Zoology, University of the Punjab, Lahore, Pakistan
| | - Amjad Zafar
- Department of Oncology, Mayo Hospital, Anarkali Bazar, Lahore, Pakistan
| | - Muhammad Absar
- Microbiology, Pathology & Laboratory Medicine, King Abdulaziz Hospital, Ministry of National Guard-Health Affairs, Saudi Arabia
| | - Zafar Iqbal
- Cancer and Medical Genetics, CAMS-A, King Saud Bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Centre (KAIMRC), King Abdulaziz Medical City, National Guard Health Affairs, Al Ahsa, Saudi Arabia
| | - Alaa Alhazmi
- Medical Laboratory Technology Department, Jazan University, Jazan, Saudi Arabia.,SMIRES for Consultation in Specialized Medical Laboratories, Jazan University, Jazan, Saudi Arabia
| | - Hosam Ali Baeshen
- Department of Orthodontics, Faculty of Dentistry, King Abdulaziz University, P.O. Box 80209, Jeddah 21589, Saudi Arabia
| | - Zuhair M Mohammedsaleh
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, University of Tabuk, Tabuk 71491, Saudi Arabia
| | - Samina Qamer
- Department of Zoology, Government College University, Faisalabad, Pakistan
| | - Samy Sayed
- Department of Science and Technology, University College-Ranyah, Taif University, B.O. Box 11099, Taif 21944, Saudi Arabia
| | - Ahmed Gaber
- Center of Biomedical Sciences Research (CBSR), Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia.,Department of Biology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
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3+7 Combined Chemotherapy for Acute Myeloid Leukemia: Is It Time to Say Goodbye? Curr Oncol Rep 2021; 23:120. [PMID: 34350512 DOI: 10.1007/s11912-021-01108-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW With the recent approval of multiple new drugs for the treatment of acute myeloid leukemia (AML), the relevance of conventional treatment approaches, such as daunorubicin and cytarabine ("3+7") induction chemotherapy, has been challenged. We review the AML risk stratification, the efficacy of the newly approved drugs, and the role of "3+7". RECENT FINDINGS Treatment of AML is becoming more niched with specific subtypes more appropriately treated with gemtuzumab, midostaurin, and CPX-351. Although lower intensity therapies can yield high response rates, they are less efficient at preventing relapses. The only curative potential for poor-risk AML is still an allogeneic stem cell transplant. The number of AML subtypes where 3+7 alone is an appropriate therapeutic option is shrinking. However, it remains the backbone for combination therapy with newer agents in patients suitable for intensive chemotherapy.
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Kadia TM, Ravandi F, Borthakur G, Konopleva M, DiNardo CD, Daver N, Pemmaraju N, Kanagal‐Shamanna R, Wang X, Huang X, Pierce S, Rausch C, Burger J, Ferrajoli A, Jain N, Popat U, Estrov Z, Verstovsek S, Jabbour E, Garcia‐Manero G, Kantarjian H. Long-term results of low-intensity chemotherapy with clofarabine or cladribine combined with low-dose cytarabine alternating with decitabine in older patients with newly diagnosed acute myeloid leukemia. Am J Hematol 2021; 96:914-924. [PMID: 33901324 DOI: 10.1002/ajh.26206] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 04/20/2021] [Accepted: 04/21/2021] [Indexed: 02/06/2023]
Abstract
The treatment of older patients with newly diagnosed acute myeloid leukemia (AML) using intensive chemotherapy is associated with treatment intolerance and poor survival. We evaluated two new lower-intensity regimens with clofarabine (n = 119) or cladribine (n = 129) combined with low-dose cytarabine (LDAC) alternating with decitabine. We reviewed response rates by subgroup and long term outcomes of 248 patients with newly diagnosed non core-binding-factor AML treated on two clinical trials investigating double nucleoside-analogue therapy (DNT) alternating with HMA from October, 2008 to April, 2018. Of 248 patients with a median age of 69 years (range, 49-85 years), 102 patients (41%) were ≥ 70 years, and 108 (44%) had adverse karyotype. Overall, 164 patients (66%) responded: 147 (59%) complete remission (CR) and 17 (7%) CR with incomplete count recovery (CRi). With a median follow up of 60 months, median relapse-free and overall survival (OS) were 10.8 and 12.5 months, respectively. The 2-year OS was 29%. Among patients with normal karyotype, the CR/CRi rate was 79% and the median OS 19.9 months. High response rates and OS were observed in patients with mutations in NPM1, FLT3, IDH2, and RUNX1. The 4- and 8-week mortality rates were 2% and 11%, respectively. The backbone of clofarabine or cladribine and LDAC alternating with decitabine was effective and safe for the treatment of older patients with newly diagnosed AML. Incorporating targeted therapies could extend the efficacy of this approach and provide more curative therapeutic options in this AML population.
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Affiliation(s)
- Tapan M. Kadia
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Farhad Ravandi
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Gautam Borthakur
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Marina Konopleva
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Courtney D. DiNardo
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Naval Daver
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Naveen Pemmaraju
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Rashmi Kanagal‐Shamanna
- Department of Hematopathology University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Xuemei Wang
- Department of Biostatistics University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Xuelin Huang
- Department of Biostatistics University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Sherry Pierce
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Caitlin Rausch
- Department of Pharmacy University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Jan Burger
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Alessandra Ferrajoli
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Nitin Jain
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Uday Popat
- Department of Stem Cell Transplant University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Zeev Estrov
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Srdan Verstovsek
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | - Elias Jabbour
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
| | | | - Hagop Kantarjian
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas USA
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30
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Thomas AL, Marsman J, Antony J, Schierding W, O’Sullivan JM, Horsfield JA. Transcriptional Regulation of RUNX1: An Informatics Analysis. Genes (Basel) 2021; 12:1175. [PMID: 34440349 PMCID: PMC8395016 DOI: 10.3390/genes12081175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/26/2021] [Accepted: 07/28/2021] [Indexed: 01/04/2023] Open
Abstract
The RUNX1/AML1 gene encodes a developmental transcription factor that is an important regulator of haematopoiesis in vertebrates. Genetic disruptions to the RUNX1 gene are frequently associated with acute myeloid leukaemia. Gene regulatory elements (REs), such as enhancers located in non-coding DNA, are likely to be important for Runx1 transcription. Non-coding elements that modulate Runx1 expression have been investigated over several decades, but how and when these REs function remains poorly understood. Here we used bioinformatic methods and functional data to characterise the regulatory landscape of vertebrate Runx1. We identified REs that are conserved between human and mouse, many of which produce enhancer RNAs in diverse tissues. Genome-wide association studies detected single nucleotide polymorphisms in REs, some of which correlate with gene expression quantitative trait loci in tissues in which the RE is active. Our analyses also suggest that REs can be variant in haematological malignancies. In summary, our analysis identifies features of the RUNX1 regulatory landscape that are likely to be important for the regulation of this gene in normal and malignant haematopoiesis.
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Affiliation(s)
- Amarni L. Thomas
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (A.L.T.); (J.A.)
| | - Judith Marsman
- Department of Cardiology, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands;
| | - Jisha Antony
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (A.L.T.); (J.A.)
- The Maurice Wilkins Centre for Biodiscovery, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand;
| | - William Schierding
- Liggins Institute, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand;
| | - Justin M. O’Sullivan
- The Maurice Wilkins Centre for Biodiscovery, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand;
- Liggins Institute, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand;
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton SO17 1BJ, UK
| | - Julia A. Horsfield
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (A.L.T.); (J.A.)
- The Maurice Wilkins Centre for Biodiscovery, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand;
- Genetics Otago Research Centre, University of Otago, Dunedin 9054, New Zealand
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31
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Lv K, Cai C, Chen J, Xu M, Wan L, Zhou M, Du Y, Ma X, Wu X, Tang X, Qiu H, Wu D, Han Y, Liu Y. Prognostic value of lymphoid marker CD7 expression in acute myeloid leukemia patients undergoing allogeneic hematopoietic cell transplantation in first morphological complete remission. Int J Hematol 2021; 114:464-471. [PMID: 34176091 DOI: 10.1007/s12185-021-03182-y] [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: 12/24/2020] [Revised: 06/20/2021] [Accepted: 06/20/2021] [Indexed: 12/19/2022]
Abstract
Although defined as a lymphoid surface marker, CD7 is aberrantly expressed on a subtype of acute myeloid leukemia cells and appears to be associated with an inferior response to chemotherapy. Allogeneic hematopoietic cell transplantation (allo-HCT) is a potentially curative modality but no data has been reported in CD7-positive AML patients. We performed a retrospective analysis involving 141 AML patients who underwent allo-HCT in first morphological complete remission (CR1). The results showed that CD7-positive AML patients had a poor 2-year overall survival (64.5% vs 82.0%, P = 0.040), relapse-free survival (RFS) (56.5% vs 79.4%, P = 0.005), and higher cumulative incidence of relapse (27.0% vs 9.7%, P = 0.003) post-HCT. In addition, expression of CD7 was related to RAS and RUNX1 mutation, and high residual disease level pre-HCT. Multivariate analyses showed CD7 expression at diagnosis was an independent risk factor for RFS (P = 0.016, HR = 0.418) and relapse (P = 0.014, HR = 0.307). We concluded that for AML patients in CR1, CD7 is a negative predictor for allo-transplant outcomes.
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Affiliation(s)
- Kangkang Lv
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Chengsen Cai
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Jia Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Mimi Xu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Li Wan
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Meng Zhou
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yuanyuan Du
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiao Ma
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaojin Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaowen Tang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Huiying Qiu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China.,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yue Han
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China. .,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
| | - Yuejun Liu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Shizi Street 188, Suzhou, 215006, China. .,Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
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Handschuh L, Wojciechowski P, Kazmierczak M, Lewandowski K. Transcript-Level Dysregulation of BCL2 Family Genes in Acute Myeloblastic Leukemia. Cancers (Basel) 2021; 13:cancers13133175. [PMID: 34202143 PMCID: PMC8267690 DOI: 10.3390/cancers13133175] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 06/18/2021] [Accepted: 06/20/2021] [Indexed: 12/19/2022] Open
Abstract
The expression of apoptosis-related BCL2 family genes, fine-tuned in normal cells, is dysregulated in many neoplasms. In acute myeloid leukemia (AML), this problem has not been studied comprehensively. To address this issue, RNA-seq data were used to analyze the expression of 26 BCL2 family members in 27 AML FAB M1 and M2 patients, divided into subgroups differently responding to chemotherapy. A correlation analysis, analysis of variance, and Kaplan-Meier analysis were applied to associate the expression of particular genes with other gene expression, clinical features, and the presence of mutations detected by exome sequencing. The expression of BCL2 family genes was dysregulated in AML, as compared to healthy controls. An upregulation of anti-apoptotic and downregulation of pro-apoptotic genes was observed, though only a decrease in BMF, BNIP1, and HRK was statistically significant. In a group of patients resistant to chemotherapy, overexpression of BCL2L1 was manifested. In agreement with the literature data, our results reveal that BCL2L1 is one of the key players in apoptosis regulation in different types of tumors. An exome sequencing data analysis indicates that BCL2 family genes are not mutated in AML, but their expression is correlated with the mutational status of other genes, including those recurrently mutated in AML and splicing-related. High levels of some BCL2 family members, in particular BIK and BCL2L13, were associated with poor outcome.
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Affiliation(s)
- Luiza Handschuh
- Laboratory of Genomics, Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
- Correspondence: ; Tel.: +48-618-528-503
| | - Pawel Wojciechowski
- Laboratory of Genomics, Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland;
| | - Maciej Kazmierczak
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, 60-569 Poznan, Poland; (M.K.); (K.L.)
| | - Krzysztof Lewandowski
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, 60-569 Poznan, Poland; (M.K.); (K.L.)
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33
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Allogeneic stem cell transplantation for AML patients with RUNX1 mutation in first complete remission: a study on behalf of the acute leukemia working party of the EBMT. Bone Marrow Transplant 2021; 56:2445-2453. [PMID: 34059800 PMCID: PMC8486660 DOI: 10.1038/s41409-021-01322-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 04/09/2021] [Accepted: 04/20/2021] [Indexed: 11/24/2022]
Abstract
Acute myeloid leukemia with runt-related transcription factor 1 gene mutation (RUNX1+ AML) is associated with inferior response rates and outcome after conventional chemotherapy. We performed a retrospective, registry-based analysis to elucidate the prognostic value of RUNX1 mutation after allogeneic stem cell transplantation (alloSCT). All consecutive adults undergoing alloSCT for AML in first complete remission (CR1) between 2013 and 2019 with complete information on conventional cytogenetics and RUNX1 mutational status were included. Endpoints of interest were cumulative relapse incidence, non-relapse mortality, overall and leukemia-free survival (OS/LFS), and GvHD-free/relapse-free survival. A total of 674 patients (183 RUNX1+, 491 RUNX1−) were identified, with >85% presenting as de novo AML. Median follow-up was 16.4 (RUNX1+) and 21.9 (RUNX1−) months. Survival rates showed no difference between RUNX1+ and RUNX1− patients either in univariate or multivariate analysis (2-year OS: 67.7 vs. 66.1%, p = 0.7; 2-year LFS: 61.1 vs. 60.8%, p = 0.62). Multivariate analysis identified age, donor type and poor cytogenetics as risk factors for inferior outcome. Among patients with RUNX+ AML, older age, reduced intensity conditioning and minimal residual disease at alloSCT predicted inferior outcome. Our data provide evidence that the negative influence of RUNX1 mutations in patients with AML can be overcome by transplantation in CR1.
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34
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Prognostic impact of the ELN2017 risk classification in patients with AML receiving allogeneic transplantation. Blood Adv 2021; 4:3864-3874. [PMID: 32810221 DOI: 10.1182/bloodadvances.2020001904] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 06/29/2020] [Indexed: 12/11/2022] Open
Abstract
In 2017, an updated European LeukemiaNet (ELN) risk classification was published allocating patients with acute myeloid leukemia (AML) to 3 risk groups on the basis of certain cytogenetic and molecular aberrations. To date, studies of the prognostic significance of the ELN2017 risk classification in the context of an allogeneic hematopoietic stem cell transplantation (HSCT) are lacking. We performed risk stratification according to the ELN2017 classification in 234 patients with AML who underwent allogeneic HSCT as a consolidation therapy. In our cohort, the risk of 39.7% of the patients was classified as favorable, that of 12.8% as intermediate, and that of 47.4% as adverse. In the context of allogeneic HSCT, the assignment to the 3 ELN2017 risk groups retained its prognostic significance, with patients with favorable risk having the best prognosis and those with adverse risk having the worst one. Subgroup analyses showed that patients with a monosomal karyotype or TP53 mutation had considerably increased relapse rates, even in the adverse-risk group. When we analyzed the impact of digital droplet PCR-based measurable residual disease (MRD) before allogeneic HSCT, MRD+ patients had impaired prognoses, with cumulative incidence of relapse and overall survival comparable to those of patients classified as having an ELN2017 adverse genetic risk. This study is the first to demonstrate that the ELN2017 classification distinguishes the 3 risk groups with significantly distinct prognoses, even after allogeneic HSCT, and emphasizes the dismal prognosis of patients with AML with TP53 mutations, monosomal karyotype, or MRD positivity after allogeneic HSCT.
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35
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Gonzales F, Barthélémy A, Peyrouze P, Fenwarth L, Preudhomme C, Duployez N, Cheok MH. Targeting RUNX1 in acute myeloid leukemia: preclinical innovations and therapeutic implications. Expert Opin Ther Targets 2021; 25:299-309. [PMID: 33906574 DOI: 10.1080/14728222.2021.1915991] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Introduction: RUNX1 is an essential transcription factor for normal and malignant hematopoiesis. RUNX1 forms a heterodimeric complex with CBFB. Germline mutations and somatic alterations (i.e. translocations, mutations and abnormal expression) are frequently associated with acute myeloid leukemia (AML) with RUNX1 mutations conferring unfavorable prognosis. Therefore, RUNX1 constitutes a potential innovative and interesting therapeutic target. In this review, we discuss recent therapeutic advances of RUNX1 targeting in AML.Areas covered: Firstly, we cover the clinical basis for RUNX1 targeting. We have subdivided recent therapeutic approaches either by common biochemical pathways or by similar pharmacological targets. Genome editing of RUNX1 induces anti-leukemic effects; however, off-target events prohibit clinical use. Several molecules inhibit the interaction between RUNX1/CBFB and control AML development and progression. BET protein antagonists target RUNX1 (i.e. specific BET inhibitors, BRD4 shRNRA, proteolysis targeting chimeras (PROTAC) or expression-mimickers). All these molecules improve survival in mutant RUNX1 AML preclinical models.Expert opinion: Some of these novel molecules have shown encouraging anti-leukemic potency at the preclinical stage. A better understanding of RUNX1 function in AML development and progression and its key downstream pathways, may result in more precise and more efficient RUNX1 targeting therapies.
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Affiliation(s)
- Fanny Gonzales
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Pediatric Hematology Department, University Hospital of Lille, Lille, France
| | - Adeline Barthélémy
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
| | - Pauline Peyrouze
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
| | - Laurène Fenwarth
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Claude Preudhomme
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Nicolas Duployez
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Meyling H Cheok
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
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RUNX1 and CBFβ-SMMHC transactivate target genes together in abnormal myeloid progenitors for leukemia development. Blood 2021; 136:2373-2385. [PMID: 32929473 DOI: 10.1182/blood.2020007747] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 08/18/2020] [Indexed: 11/20/2022] Open
Abstract
Inversion of chromosome 16 is a consistent finding in patients with acute myeloid leukemia subtype M4 with eosinophilia, which generates a CBFB-MYH11 fusion gene. It is generally considered that CBFβ-SMMHC, the fusion protein encoded by CBFB-MYH11, is a dominant negative repressor of RUNX1. However, recent findings challenge the RUNX1-repression model for CBFβ-SMMHC-mediated leukemogenesis. To definitively address the role of Runx1 in CBFB-MYH11-induced leukemia, we crossed conditional Runx1 knockout mice (Runx1f/f) with conditional Cbfb-MYH11 knockin mice (Cbfb+/56M). On Mx1-Cre activation in hematopoietic cells induced by poly (I:C) injection, all Mx1-CreCbfb+/56M mice developed leukemia in 5 months, whereas no leukemia developed in Runx1f/fMx1-CreCbfb+/56M mice, and this effect was cell autonomous. Importantly, the abnormal myeloid progenitors (AMPs), a leukemia-initiating cell population induced by Cbfb-MYH11 in the bone marrow, decreased and disappeared in Runx1f/fMx1-CreCbfb+/56M mice. RNA-seq analysis of AMP cells showed that genes associated with proliferation, differentiation blockage, and leukemia initiation were differentially expressed between Mx1-CreCbfb+/56M and Runx1f/fMx1-CreCbfb+/56M mice. In addition, with the chromatin immunocleavage sequencing assay, we observed a significant enrichment of RUNX1/CBFβ-SMMHC target genes in Runx1f/fMx1-CreCbfb+/56M cells, especially among downregulated genes, suggesting that RUNX1 and CBFβ-SMMHC mainly function together as activators of gene expression through direct target gene binding. These data indicate that Runx1 is indispensable for Cbfb-MYH11-induced leukemogenesis by working together with CBFβ-SMMHC to regulate critical genes associated with the generation of a functional AMP population.
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37
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HOXBLINC long non-coding RNA activation promotes leukemogenesis in NPM1-mutant acute myeloid leukemia. Nat Commun 2021; 12:1956. [PMID: 33782403 PMCID: PMC8007823 DOI: 10.1038/s41467-021-22095-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 02/24/2021] [Indexed: 12/14/2022] Open
Abstract
Nucleophosmin (NPM1) is the most commonly mutated gene in acute myeloid leukemia (AML) resulting in aberrant cytoplasmic translocation of the encoded nucleolar protein (NPM1c+). NPM1c+ maintains a unique leukemic gene expression program, characterized by activation of HOXA/B clusters and MEIS1 oncogene to facilitate leukemogenesis. However, the mechanisms by which NPM1c+ controls such gene expression patterns to promote leukemogenesis remain largely unknown. Here, we show that the activation of HOXBLINC, a HOXB locus-associated long non-coding RNA (lncRNA), is a critical downstream mediator of NPM1c+-associated leukemic transcription program and leukemogenesis. HOXBLINC loss attenuates NPM1c+-driven leukemogenesis by rectifying the signature of NPM1c+ leukemic transcription programs. Furthermore, overexpression of HoxBlinc (HoxBlincTg) in mice enhances HSC self-renewal and expands myelopoiesis, leading to the development of AML-like disease, reminiscent of the phenotypes seen in the Npm1 mutant knock-in (Npm1c/+) mice. HoxBlincTg and Npm1c/+ HSPCs share significantly overlapped transcriptome and chromatin structure. Mechanistically, HoxBlinc binds to the promoter regions of NPM1c+ signature genes to control their activation in HoxBlincTg HSPCs, via MLL1 recruitment and promoter H3K4me3 modification. Our study reveals that HOXBLINC lncRNA activation plays an essential oncogenic role in NPM1c+ leukemia. HOXBLINC and its partner MLL1 are potential therapeutic targets for NPM1c+ AML. Nucleophosmin (NPM1) gene mutation induces a specific gene expression program leading to acute myeloid leukaemia. Here, the authors show that mutant NPM1 activates a HOXB locus-associated long non-coding RNA which is essential for its associated oncogenic transcriptional program and leukaemia development.
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Ochi Y, Ogawa S. Chromatin-Spliceosome Mutations in Acute Myeloid Leukemia. Cancers (Basel) 2021; 13:cancers13061232. [PMID: 33799787 PMCID: PMC7999050 DOI: 10.3390/cancers13061232] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/05/2021] [Accepted: 03/08/2021] [Indexed: 12/25/2022] Open
Abstract
Simple Summary Recent genomic studies have identified chromatin-spliceosome (CS)-acute myeloid leukemia (AML) as a new subgroup of AML. CS-AML is defined by several mutations that perturb epigenetic regulation, such as those affecting splicing factors, cohesin components, transcription factors, and chromatin modifiers, which are also frequently mutated in other myeloid malignancies, such as myelodysplastic syndrome and secondary AML. Thus, these mutations identify myeloid neoplasms that lie on the boundaries of conventional differential diagnosis. CS-AML shares several clinical characteristics with secondary AML. Therefore, the presence of CS-mutations may help to better classify and manage patients with AML and related disorders. The aim of this review is to discuss the genetic and clinical characteristics of CS-AML and roles of driver mutations defining this unique genomic subgroup of AML. Abstract Recent genetic studies on large patient cohorts with acute myeloid leukemia (AML) have cataloged a comprehensive list of driver mutations, resulting in the classification of AML into distinct genomic subgroups. Among these subgroups, chromatin-spliceosome (CS)-AML is characterized by mutations in the spliceosome, cohesin complex, transcription factors, and chromatin modifiers. Class-defining mutations of CS-AML are also frequently identified in myelodysplastic syndrome (MDS) and secondary AML, indicating the molecular similarity among these diseases. CS-AML is associated with myelodysplasia-related changes in hematopoietic cells and poor prognosis, and, thus, can be treated using novel therapeutic strategies and allogeneic stem cell transplantation. Functional studies of CS-mutations in mice have revealed that CS-mutations typically cause MDS-like phenotypes by altering the epigenetic regulation of target genes. Moreover, multiple CS-mutations often synergistically induce more severe phenotypes, such as the development of lethal MDS/AML, suggesting that the accumulation of many CS-mutations plays a crucial role in the progression of MDS/AML. Indeed, the presence of multiple CS-mutations is a stronger indicator of CS-AML than a single mutation. This review summarizes the current understanding of the genetic and clinical features of CS-AML and the functional roles of driver mutations characterizing this unique category of AML.
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Affiliation(s)
- Yotaro Ochi
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan;
- Department of Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Seishi Ogawa
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan;
- Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto 606-8501, Japan
- Department of Medicine, Centre for Hematology and Regenerative Medicine, Karolinska Institute, Stockholm 171 77, Sweden
- Correspondence: ; Tel.: +81-75-753-9285
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Récher C. Clinical Implications of Inflammation in Acute Myeloid Leukemia. Front Oncol 2021; 11:623952. [PMID: 33692956 PMCID: PMC7937902 DOI: 10.3389/fonc.2021.623952] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 01/04/2021] [Indexed: 02/06/2023] Open
Abstract
Recent advances in the description of the tumor microenvironment of acute myeloid leukemia, including the comprehensive analysis of the leukemic stem cell niche and clonal evolution, indicate that inflammation may play a major role in many aspects of acute myeloid leukemia (AML) such as disease progression, chemoresistance, and myelosuppression. Studies on the mechanisms of resistance to chemotherapy or tyrosine kinase inhibitors along with high-throughput drug screening have underpinned the potential role of glucocorticoids in this disease classically described as steroid-resistant in contrast to acute lymphoblastic leukemia. Moreover, some mutated oncogenes such as RUNX1, NPM1, or SRSF2 transcriptionally modulate cell state in a manner that primes leukemic cells for glucocorticoid sensitivity. In clinical practice, inflammatory markers such as serum ferritin or IL-6 have a strong prognostic impact and may directly affect disease progression, whereas interesting preliminary data suggested that dexamethasone may improve the outcome for AML patients with a high white blood cell count, which paves the way to develop prospective clinical trials that evaluate the role of glucocorticoids in AML.
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Affiliation(s)
- Christian Récher
- Service d'Hématologie, Centre Hospitalier Universitaire de Toulouse, Institut Universitaire du Cancer de Toulouse Oncopole, Université Toulouse III Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
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Kantarjian H, Kadia T, DiNardo C, Daver N, Borthakur G, Jabbour E, Garcia-Manero G, Konopleva M, Ravandi F. Acute myeloid leukemia: current progress and future directions. Blood Cancer J 2021; 11:41. [PMID: 33619261 PMCID: PMC7900255 DOI: 10.1038/s41408-021-00425-3] [Citation(s) in RCA: 303] [Impact Index Per Article: 101.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/14/2020] [Accepted: 01/18/2021] [Indexed: 12/12/2022] Open
Abstract
Progress in the understanding of the biology and therapy of acute myeloid leukemia (AML) is occurring rapidly. Since 2017, nine agents have been approved for various indications in AML. These included several targeted therapies like venetoclax, FLT3 inhibitors, IDH inhibitors, and others. The management of AML is complicated, highlighting the need for expertise in order to deliver optimal therapy and achieve optimal outcomes. The multiple subentities in AML require very different therapies. In this review, we summarize the important pathophysiologies driving AML, review current therapies in standard practice, and address present and future research directions.
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Affiliation(s)
- Hagop Kantarjian
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA.
| | - Tapan Kadia
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Courtney DiNardo
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Naval Daver
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Gautam Borthakur
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Elias Jabbour
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Marina Konopleva
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
| | - Farhad Ravandi
- Department of Leukemia, MD Anderson Cancer Center, Houston, TX, USA
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41
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Patel BJ, Barot SV, Xie Y, Cook JR, Carraway HE, Hsi ED. Impact of next generation sequencing results on clinical management in patients with hematological disorders. Leuk Lymphoma 2021; 62:1702-1710. [PMID: 33533694 DOI: 10.1080/10428194.2021.1876860] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Application of next generation sequencing (NGS) has shed light on the molecular heterogeneity of hematological malignancies. NGS panels targeting recurrent mutations have become common in many large centers and commercial laboratories. However, its impact in clinical practice is unclear. We sought to characterize the use of NGS at a tertiary care center in an observational study of 343 patients with suspected hematological malignancies. We found that NGS changed or refined the clinical and pathologic diagnosis in 9% of patients and affected management decisions in 65% (including clinical trial eligibility, targeted therapy selection, and consideration for stem cell transplantation). This study emphasizes early incorporation of NGS in clinical practice while also highlighting the present limitations. As our understanding of these disorders increases and more clinically relevant genetic targets emerge, it will be important to refine the molecular testing strategy to deliver personalized medicine given the high cost associated with this technology.
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Affiliation(s)
- Bhumika J Patel
- Leukemia and Myeloid Disorders Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Shimoli V Barot
- Leukemia and Myeloid Disorders Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Yan Xie
- Department of Laboratory Medicine, Robert J. Tomsich Institute of Pathology and Laboratory Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - James R Cook
- Department of Laboratory Medicine, Robert J. Tomsich Institute of Pathology and Laboratory Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Hetty E Carraway
- Leukemia and Myeloid Disorders Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Eric D Hsi
- Department of Laboratory Medicine, Robert J. Tomsich Institute of Pathology and Laboratory Medicine, Cleveland Clinic, Cleveland, OH, USA
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Palmer D, Nacheva E. An analysis of the RUNX1p.(Leu56Ser) variant in a cohort of individuals with myeloid neoplasms; suggests it is a benign germline variant. Leuk Lymphoma 2020; 62:1255-1258. [PMID: 33349109 DOI: 10.1080/10428194.2020.1861272] [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]
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Yang Y, Li T, Geng Y, Li J. [RUNX1 gene mutations are associated with adverse prognosis of patients with acute myeloidleukemia]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2020; 40:1601-1606. [PMID: 33243739 DOI: 10.12122/j.issn.1673-4254.2020.11.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To explore the rate and distribution of Runt- related transcription factor 1 (RUNX1) gene mutations in patients with acute myeloid leukemia (AML) and the correlation of these mutations with the clinical characteristics and survival outcomes of the patients. METHODS The genomic DNA extracted from the bone marrow of 158 patients with newly diagnosed AML for PCR amplification of RUNX1 gene and sequence analysis to identify the mutations. The mutations of ASXL1, DNMT3A, TET2, FLT3, CEBPA, NPM1, IDH2, NRAS and c-KIT genes were also examined to analyze their association with RUNX1 gene mutations. RESULTS Among the 158 AML patients, 19 (12.0%) were found to have RUNX1 mutations in A166G (9 cases), A142T (6 cases) and A162L (4 cases). RUNX1 mutations were more frequent in elderly patients (P < 0.01) and in cases of AML subtypes M4 and M5, and were associated with more frequent CD36 and CD7 expression as compared with the wild type. RUNX1 mutations were more likely to occur in patients with normal karyotype or karyotypes associated with moderate prognostic risks, but the difference was not significant (P > 0.05). The patients with RUNX1 mutations had significantly lower complete remission (CR) rate and overall survival (OS) rate than those without the mutations (P < 0.05). RUNX1 mutations were not associated with gender, white blood cell count upon diagnosis, hemoglobin level, platelet count, bone marrow blast cell ratio or lactate dehydrogenase level (P > 0.05). CONCLUSIONS RUNX1 gene mutations are associated with an adverse prognosis of patients with AML.
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Affiliation(s)
- Yanli Yang
- Department of Hematology, First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, China
| | - Tiantian Li
- Department of Hematology, First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, China
| | - Yinghua Geng
- Department of Hematology, First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, China
| | - Jun Li
- Department of Hematology, First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, China
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Canaani J, Danylesko I, Shemtov N, Zlotnick M, Lozinsky K, Benjamini O, Yerushalmi R, Nagar M, Dor C, Shimoni A, Avigdor A, Nagler A. A phase II study of bisantrene in patients with relapsed/refractory acute myeloid leukemia. Eur J Haematol 2020; 106:260-266. [PMID: 33159365 DOI: 10.1111/ejh.13544] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 11/01/2020] [Accepted: 11/02/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To determine the current role of bisantrene, an anthracene with anthracycline-like activity which was shown in earlier studies to be effective therapy in relapsed/refractory acute myeloid leukemia with no discernible cardiotoxicity, in the treatment of patients with R/R AML. METHODS This phase 2, single-center study (NCT03820908) enrolled adult R/R AML to receive bisantrene (250 mg/m2 daily for 7 days) which was administered via an intravenous infusion over 2 hours on days 1-7. Disease assessment included routine blood work and bone marrow studies. RESULTS In all, 10 patients were enrolled with a median of 3 lines of prior therapy including seven patients who had relapsed following allogeneic stem cell transplantation. The most frequently reported grade ≥3 treatment-attributed hematologic AE was thrombocytopenia, whereas the most frequently reported grade ≥3 treatment-attributed non-hematologic AE was mucositis. Of the 10 patients, one (10%) achieved a complete remission and three patients achieved a partial remission resulting in an overall response rate of 40%. Next-generation sequencing of patient samples identified a wide array of mutations associated with activated signaling, splicing, and epigenetic modification. CONCLUSIONS In view of the observed low toxicity, a follow-up study combining bisantrene with complementary anti-leukemic therapy is planned.
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Affiliation(s)
- Jonathan Canaani
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Ivetta Danylesko
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Noga Shemtov
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Maya Zlotnick
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Kira Lozinsky
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Ohad Benjamini
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Ronit Yerushalmi
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Meital Nagar
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Chen Dor
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Avichai Shimoni
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Abraham Avigdor
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - Arnon Nagler
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
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Kang JW, Kim Y, Lee Y, Myung K, Kim YH, Oh CK. AML poor prognosis factor, TPD52, is associated with the maintenance of haematopoietic stem cells through regulation of cell proliferation. J Cell Biochem 2020; 122:403-412. [PMID: 33166425 DOI: 10.1002/jcb.29869] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 10/12/2020] [Accepted: 10/23/2020] [Indexed: 11/05/2022]
Abstract
Acute myeloid leukaemia (AML) is a blood cancer where undifferentiated myeloid cells are increased in the bone marrow and peripheral blood. As AML is dangerous and shows poor prognosis, many researchers categorised the relevant cytogenetic factors according to risk and prognosis. However, the specific reasons for poor cytogenetic factors remain unknown. We analysed a large data set from AML patients and found that TPD52 expression is elevated in patient groups with poor cytogenetic factors. As the amino acid sequence of TPD52 is evolutionally conserved in vertebrates, zebrafish embryos were used to investigate the function of TPD52. Since myeloid-biased haematopoietic stem cells (HSCs) are relevant to AML, the function of TPD52 in the development of HSCs was investigated. We determined that the zebrafish paralog, tpd52, is important for the maintenance of HSCs through regulation of cell proliferation. As tpd52 is linked to cell proliferation in zebrafish embryos, the proliferation-related gene, CD59, was correlated to TPD52 in every AML cohort with a high correlation coefficient. We suggest that TPD52 can be a novel therapeutic target for AML patients with poor cytogenetic factors. Additionally, more studies between TPD52 and CD59 will further increase the value of TPD52 as a novel target.
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Affiliation(s)
- Ji Wan Kang
- Interdisplinary Program of Genomic Science, Pusan National University, Yangsan, Republic of Korea
| | - Youngjoo Kim
- Interdisplinary Program of Genomic Science, Pusan National University, Yangsan, Republic of Korea
| | - Yoonsung Lee
- Center for Genomic Integrity, Institute for Basic Science (IBS), Ulsan, Republic of Korea
| | - Kyungjae Myung
- Center for Genomic Integrity, Institute for Basic Science (IBS), Ulsan, Republic of Korea
| | - Yun Hak Kim
- Department of Anatomy, School of Medicine, Pusan National University, Yangsan, Republic of Korea.,Department of Biomedical Informatics, School of Medicine, Pusan National University, Yangsan, Republic of Korea
| | - Chang-Kyu Oh
- Center for Genomic Integrity, Institute for Basic Science (IBS), Ulsan, Republic of Korea
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Clinico-pathologic characteristics and outcomes of the World Health Organization (WHO) provisional entity de novo acute myeloid leukemia with mutated RUNX1. Mod Pathol 2020; 33:1678-1689. [PMID: 32238878 DOI: 10.1038/s41379-020-0531-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 03/13/2020] [Accepted: 03/13/2020] [Indexed: 02/03/2023]
Abstract
We studied the characteristics of the provisional category de novo acute myeloid leukemia (AML) with mutated RUNX1 (AML-RUNX1mut) proposed by the World Health Organization (WHO). Until now, most published studies have combined de novo and secondary AML-RUNX1mut. We compared the clinicopathologic characteristics and outcomes of WHO-defined de novo AML-RUNX1mut with de novo AML without RUNX1 alterations (AML-RUNX1wt). We performed sequential NGS to assess RUNX1 mutation stability over disease course. We identified 46 de novo AML-RUNX1mut patients [32 (70%) men, 14 (30%) women; median age, 66.5 years] with 54 RUNX1 mutations [median VAF, 32% (2-97%)]. Point mutations clustered within the runt-homology-domain and frame-shift mutations within the transactivation domain. Compared with AML-RUNX1wt, AML-RUNX1mut showed male predominance (p = 0.02), higher frequency of SRSF2 (p = 0.02), and ASXL1 (p = 0.0004) mutations and normal karyotype (p = 0.01), and absent NPM1 mutations (p = 0.0002). De novo AML-RUNX1mut showed no significant difference in overall survival (OS) compared with AML-RUNX1wt (median: 26 vs. 32 months) (p = 0.71). AML-RUNX1mut with clonal RUNX1 mutation (≥20% VAF) had shorter OS than subclonal <20% VAF (23 months vs. undefined; p = 0.04). However, the difference was not significant when compared with AML-RUNX1wt (23 vs. 32 months; p = 0.23). No significant OS difference was noted between de novo AML-RUNX1mut and AML-NOS-RUNX1wt. By sequential multigene mutation profiling, RUNX1 mutation disappeared at relapse in one of ten patients. Overall, the findings support separate categorization of this entity. However, there is no significant outcome difference compared with AML-RUNX1wt.
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High Throughput Molecular Characterization of Normal Karyotype Acute Myeloid Leukemia in the Context of the Prospective Trial 02/06 of the Northern Italy Leukemia Group (NILG). Cancers (Basel) 2020; 12:cancers12082242. [PMID: 32796597 PMCID: PMC7464263 DOI: 10.3390/cancers12082242] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/20/2020] [Accepted: 07/27/2020] [Indexed: 12/11/2022] Open
Abstract
By way of a Next-Generation Sequencing NGS high throughput approach, we defined the mutational profile in a cohort of 221 normal karyotype acute myeloid leukemia (NK-AML) enrolled into a prospective randomized clinical trial, designed to evaluate an intensified chemotherapy program for remission induction. NPM1, DNMT3A, and FLT3-ITD were the most frequently mutated genes while DNMT3A, FLT3, IDH1, PTPN11, and RAD21 mutations were more common in the NPM1 mutated patients (p < 0.05). IDH1 R132H mutation was strictly associated with NPM1 mutation and mutually exclusive with RUNX1 and ASXL1. In the whole cohort of NK-AML, no matter the induction chemotherapy used, by multivariate analysis, the achievement of complete remission was negatively affected by the SRSF2 mutation. Alterations of FLT3 (FLT3-ITD) and U2AF1 were associated with a worse overall and disease-free survival (p < 0.05). FLT3-ITD positive patients who proceeded to alloHSCT had a survival probability similar to FLT3-ITD negative patients and the transplant outcome was no different when comparing high and low-AR-FLT3-ITD subgroups in terms of both OS and DFS. In conclusion, a comprehensive molecular profile for NK-AML allows for the identification of genetic lesions associated to different clinical outcomes and the selection of the most appropriate and effective treatment strategies, including stem cell transplantation and targeted therapies.
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Abstract
Perturbations in metabolic processes are associated with diseases such as obesity, type 2 diabetes mellitus, certain infections and some cancers. A resurgence of interest in creatine biology is developing, with new insights into a diverse set of regulatory functions for creatine. This resurgence is primarily driven by technological advances in genetic engineering and metabolism as well as by the realization that this metabolite has key roles in cells beyond the muscle and brain. Herein, we highlight the latest advances in creatine biology in tissues and cell types that have historically received little attention in the field. In adipose tissue, creatine controls thermogenic respiration and loss of this metabolite impairs whole-body energy expenditure, leading to obesity. We also cover the various roles that creatine metabolism has in cancer cell survival and the function of the immune system. Renewed interest in this area has begun to showcase the therapeutic potential that lies in understanding how changes in creatine metabolism lead to metabolic disease.
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Affiliation(s)
- Lawrence Kazak
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.
- Department of Biochemistry, McGill University, Montreal, QC, Canada.
| | - Paul Cohen
- Laboratory of Molecular Metabolism, The Rockefeller University, New York, NY, USA.
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Saberian N, Shafi A, Peyvandipour A, Draghici S. MAGPEL: an autoMated pipeline for inferring vAriant-driven Gene PanEls from the full-length biomedical literature. Sci Rep 2020; 10:12365. [PMID: 32703994 PMCID: PMC7378213 DOI: 10.1038/s41598-020-68649-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 06/17/2020] [Indexed: 11/09/2022] Open
Abstract
In spite of the efforts in developing and maintaining accurate variant databases, a large number of disease-associated variants are still hidden in the biomedical literature. Curation of the biomedical literature in an effort to extract this information is a challenging task due to: (i) the complexity of natural language processing, (ii) inconsistent use of standard recommendations for variant description, and (iii) the lack of clarity and consistency in describing the variant-genotype-phenotype associations in the biomedical literature. In this article, we employ text mining and word cloud analysis techniques to address these challenges. The proposed framework extracts the variant-gene-disease associations from the full-length biomedical literature and designs an evidence-based variant-driven gene panel for a given condition. We validate the identified genes by showing their diagnostic abilities to predict the patients' clinical outcome on several independent validation cohorts. As representative examples, we present our results for acute myeloid leukemia (AML), breast cancer and prostate cancer. We compare these panels with other variant-driven gene panels obtained from Clinvar, Mastermind and others from literature, as well as with a panel identified with a classical differentially expressed genes (DEGs) approach. The results show that the panels obtained by the proposed framework yield better results than the other gene panels currently available in the literature.
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Affiliation(s)
- Nafiseh Saberian
- Department of Computer Science, Wayne State University, Detroit, MI, USA
| | - Adib Shafi
- Department of Computer Science, Wayne State University, Detroit, MI, USA
| | - Azam Peyvandipour
- Department of Computer Science, Wayne State University, Detroit, MI, USA
| | - Sorin Draghici
- Department of Computer Science, Wayne State University, Detroit, MI, USA.
- Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI, USA.
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50
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Stengel A, Kern W, Meggendorfer M, Haferlach T, Haferlach C. RUNX1 mutations in MDS, s-AML, and de novo AML: differences in accompanying genetic alterations and outcome. Leuk Lymphoma 2020; 60:1334-1336. [PMID: 30997874 DOI: 10.1080/10428194.2018.1522439] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Anna Stengel
- a MLL Munich Leukemia Laboratory , Munich , Germany
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