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Ruglioni M, Crucitta S, Luculli GI, Tancredi G, Del Giudice ML, Mechelli S, Galimberti S, Danesi R, Del Re M. Understanding mechanisms of resistance to FLT3 inhibitors in adult FLT3-mutated acute myeloid leukemia to guide treatment strategy. Crit Rev Oncol Hematol 2024; 201:104424. [PMID: 38917943 DOI: 10.1016/j.critrevonc.2024.104424] [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: 02/29/2024] [Revised: 06/06/2024] [Accepted: 06/16/2024] [Indexed: 06/27/2024] Open
Abstract
The presence of FLT3 mutations, including the most common FLT3-ITD (internal tandem duplications) and FLT3-TKD (tyrosine kinase domain), is associated with an unfavorable prognosis in patients affected by acute myeloid leukemia (AML). In this setting, in recent years, new FLT3 inhibitors have demonstrated efficacy in improving survival and treatment response. Nevertheless, the development of primary and secondary mechanisms of resistance poses a significant obstacle to their efficacy. Understanding these mechanisms is crucial for developing novel therapeutic approaches to overcome resistance and improve the outcomes of patients. In this context, the use of novel FLT3 inhibitors and the combination of different targeted therapies have been studied. This review provides an update on the molecular alterations involved in the resistance to FLT3 inhibitors, and describes how the molecular monitoring may be used to guide treatment strategy in FLT3-mutated AML.
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Affiliation(s)
- Martina Ruglioni
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Stefania Crucitta
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Giovanna Irene Luculli
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Gaspare Tancredi
- Unit of Hematology, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Maria Livia Del Giudice
- Unit of Hematology, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Sandra Mechelli
- Unit of Internal Medicine 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Sara Galimberti
- Unit of Hematology, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Romano Danesi
- Department of Oncology and Hemato-Oncology, University of Milan, Italy.
| | - Marzia Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Italy
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2
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Alati C, Pitea M, Mico MC, Marafioti V, Greve B, Pratico G, Loteta B, Cogliandro F, Porto G, Policastro G, Utano G, Sgarlata A, Imbalzano L, Delfino IM, Montechiarello E, Germano J, Filippelli G, Martino M. Optimizing maintenance therapy in acute myeloid leukemia: where do we stand in the year 2024? Expert Rev Hematol 2024; 17:515-525. [PMID: 39017205 DOI: 10.1080/17474086.2024.2382300] [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: 04/09/2024] [Accepted: 07/15/2024] [Indexed: 07/18/2024]
Abstract
INTRODUCTION Despite the prognosis of patients affected by acute myeloid leukemia (AML) improved in the last decade, most patients relapse. Maintenance therapy after a chemotherapy approach with or without allogeneic stem cell transplantation could be a way to control the undetectable residual burden of leukemic cells. Several studies are being carried out as maintenance therapy in AML. Some critical points need to be defined, how the physician can choose among the various drugs available. AREAS COVERED This review discusses the advances and controversies surrounding maintenance therapy for AML patients. EXPERT OPINION Patients withFLT3-positive AML should receive midostaurin or quizartinib in the first-linesetting. For a patient initially receiving midostaurin, consider switching to sorafenib in the post-transplant setting. Because of the improved safety profile and potency, many experts will lean toward using a second-generation FLT3 inhibitor such as quizartinib or gilteritinib. Finally, no data indicate whether maintenance therapy should be prolonged until progression or for a defined period.
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Affiliation(s)
- Caterina Alati
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Martina Pitea
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Maria Caterina Mico
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Violetta Marafioti
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Bruna Greve
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Giulia Pratico
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Barbara Loteta
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Francesca Cogliandro
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Gaetana Porto
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Giorgia Policastro
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Giovanna Utano
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Annalisa Sgarlata
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Lucrezia Imbalzano
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Ilaria Maria Delfino
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Elisa Montechiarello
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | - Jessyca Germano
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
| | | | - Massimo Martino
- Department of Hemato-Oncology and Radiotherapy, Grande Ospedale Metropolitano "Bianchi-Melacrino-Morelli", Hematology and Stem Cell Transplantation and Cellular Therapies Unit (CTMO), Reggio Calabria, Italy
- Stem Cell Transplant Program CIC587, Reggio Calabria, Italy
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Tarlock K, Gerbing RB, Ries RE, Smith JL, Leonti A, Huang BJ, Kirkey D, Robinson L, Peplinksi JH, Lange B, Cooper TM, Gamis AS, Kolb EA, Aplenc R, Pollard JA, Alonzo TA, Meshinchi S. Prognostic impact of cooccurring mutations in FLT3-ITD pediatric acute myeloid leukemia. Blood Adv 2024; 8:2094-2103. [PMID: 38295280 PMCID: PMC11063409 DOI: 10.1182/bloodadvances.2023011980] [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: 10/27/2023] [Revised: 12/28/2023] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Abstract
ABSTRACT We sought to define the cooccurring mutational profile of FLT3-ITD-positive (ITDpos) acute myeloid leukemia (AML) in pediatric and young adult patients and to define the prognostic impact of cooperating mutations. We identified 464 patients with FLT3-ITD mutations treated on Children's Oncology Group trials with available sequencing and outcome data. Overall survival, event-free survival (EFS), and relapse risk were determined according to the presence of cooccurring risk stratifying mutations. Among the cohort, 79% of patients had cooccurring alterations across 239 different genes that were altered through mutations or fusions. Evaluation of the prognostic impact of the cooccurring mutations demonstrated that patients with ITDpos AML experienced significantly different outcomes according to the cooccurring mutational profile. Patients with ITDpos AML harboring a cooccurring favorable-risk mutation of NPM1, CEBPA, t(8;21), or inv(16) experienced a 5-year EFS of 64%, which was significantly superior to of 22.2% for patients with ITDpos AML and poor-risk mutations of WT1, UBTF, or NUP98::NSD1 as well to 40.9% for those who lacked either favorable-risk or poor-risk mutation (ITDpos intermediate; P < .001 for both). Multivariable analysis demonstrated that cooccurring mutations had significant prognostic impact, whereas allelic ratio had no impact. Therapy intensification, specifically consolidation transplant in remission, resulted in significant improvements in survival for ITDpos AML. However, patients with ITDpos/NUP98::NSD1 continued to have poor outcomes with intensified therapy, including sorafenib. Cooccurring mutational profile in ITDpos AML has significant prognostic impacts and is critical to determining risk stratification and therapeutic allocation. These clinical trials were registered at www.clinicaltrials.gov as NCT00002798, NCT00070174, NCT00372593, and NCT01371981.
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Affiliation(s)
- Katherine Tarlock
- Division of Hematology/Oncology, Seattle Children’s Hospital, Seattle, WA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Rhonda E. Ries
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Jenny L. Smith
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Amanda Leonti
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Benjamin J. Huang
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA
| | - Danielle Kirkey
- Division of Hematology/Oncology, Seattle Children’s Hospital, Seattle, WA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Leila Robinson
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Jack H. Peplinksi
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Beverly Lange
- Division of Oncology, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Todd M. Cooper
- Division of Hematology/Oncology, Seattle Children’s Hospital, Seattle, WA
| | - Alan S. Gamis
- Divisions of Hematology/Oncology, Children’s Mercy Hospital and Clinics, Kansas City, MO
| | - E. Anders Kolb
- Nemours Center for Cancer and Blood Disorders, Alfred I. DuPont Hospital for Children, Wilmington, DE
| | - Richard Aplenc
- Division of Oncology, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Jessica A. Pollard
- Pediatric Oncology, Dana Farber Cancer Institute, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Todd A. Alonzo
- Children’s Oncology Group, Monrovia, CA
- University of Southern California Keck School of Medicine, Los Angeles, CA
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
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4
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Yu S, Zhang Y, Yu G, Wang Y, Shao R, Du X, Xu N, Lin D, Zhao W, Zhang X, Xiao J, Sun Z, Deng L, Liang X, Zhang H, Guo Z, Dai M, Shi P, Huang F, Fan Z, Liu Q, Lin R, Jiang X, Xuan L, Liu Q, Jin H. Sorafenib plus triplet therapy with venetoclax, azacitidine and homoharringtonine for refractory/relapsed acute myeloid leukemia with FLT3-ITD: A multicenter phase 2 study. J Intern Med 2024; 295:216-228. [PMID: 37899297 DOI: 10.1111/joim.13738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2023]
Abstract
BACKGROUND Patients with relapsed or refractory acute myeloid leukemia (R/R AML) and FLT3-internal tandem duplication (FLT3-ITD) respond infrequently to salvage chemotherapy. OBJECTIVE To investigate the efficacy of sorafenib plus triplet therapy with venetoclax, azacitidine, and homoharringtonine (VAH) as a salvage therapy in this population. METHODS This multicenter, single-arm, phase 2 study was conducted at 12 hospitals across China. Eligible patients had R/R AML with FLT3-ITD (aged 18-65 years) who were treated with VAH. The primary endpoint was composite complete remission (CRc) after two cycles. Secondary outcomes included the overall response rate (ORR), safety, and survival. RESULTS Between July 9, 2020, and March 19, 2022, 58 patients were assessed for eligibility, 51 of whom were enrolled. The median patient age was 47 years (interquartile range [IQR] 31-57). CRc was 76.5% with ORR of 82.4%. At a median follow-up of 17.7 months (IQR, 8.7-24.7), the median duration of CRc was not reached (NR), overall survival was 18.1 months (95% confidence interval [CI], 11.8-NR) and event-free survival was 11.4 months (95% CI, 5.6-NR). Grade 3 or 4 adverse events occurring in ≥10% of patients included neutropenia in 47 (92.2%), thrombocytopenia in 41 (80.4%), anemia in 35 (68.6%), febrile neutropenia in 29 (56.9%), pneumonia in 13 (25.5%), and sepsis in 6 (11.8%) patients. Treatment-related death occurred in two (3.9%) patients. CONCLUSIONS The sorafenib plus VAH regimen was well tolerated and highly active against R/R AML with FLT3-ITD. This regimen may be a suitable therapeutic option for this population, but larger population trials are needed to be explored. TRIAL REGISTRATION Clinical Trials Registry: NCT04424147.
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Affiliation(s)
- Sijian Yu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Yu Zhang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Guopan Yu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Yu Wang
- Peking University Institute of Hematology, Peking University People's Hospital, Beijing, China
| | - Ruoyang Shao
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Xin Du
- Peking Department of Hematology and Shenzhen Bone Marrow Transplantation Public Service Platform, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Na Xu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Dongjun Lin
- Department of Hematology, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Weihua Zhao
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiong Zhang
- Department of Hematology, Maoming People's Hospital, Maoming, China
| | - Jie Xiao
- Department of Hematology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Zhiqiang Sun
- Department of Hematology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Lan Deng
- Department of Hematology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xinquan Liang
- Department of Hematology, The First People's Hospital of Chenzhou, Chenzhou, China
| | - Hongyu Zhang
- Department of Hematology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Ziwen Guo
- Department of Hematology, Zhongshan City People's Hospital, Zhongshan, China
| | - Min Dai
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Pengcheng Shi
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Fen Huang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Zhiping Fan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Qiong Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Ren Lin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Xuejie Jiang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Li Xuan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Qifa Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Hua Jin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
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Tamburini J, Mouche S, Larrue C, Duployez N, Bidet A, Salotti A, Hirsch P, Rigolot L, Carras S, Templé M, Favale F, Flandrin-Gresta P, Le Bris Y, Alary AS, Mauvieux L, Tondeur S, Delabesse E, Delhommeau F, Sujobert P, Kosmider O. Very short insertions in the FLT3 gene are of therapeutic significance in acute myeloid leukemia. Blood Adv 2023; 7:7576-7580. [PMID: 37987760 PMCID: PMC10733105 DOI: 10.1182/bloodadvances.2023011916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 10/19/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023] Open
Affiliation(s)
- Jerome Tamburini
- Translational Research Centre in Onco-Hematology, Faculty of Medicine, University of Geneva and Swiss Cancer Center Leman, Geneva, Switzerland
- Université Paris-Cité, Institut Cochin, Centre National de la Recherche Scientifique (CNRS) U8104, INSERM U1016, Paris, France
| | - Sarah Mouche
- Translational Research Centre in Onco-Hematology, Faculty of Medicine, University of Geneva and Swiss Cancer Center Leman, Geneva, Switzerland
| | - Clement Larrue
- Translational Research Centre in Onco-Hematology, Faculty of Medicine, University of Geneva and Swiss Cancer Center Leman, Geneva, Switzerland
| | - Nicolas Duployez
- Laboratory of Hematology, Centre Hospitalier Universitaire Lille, Lille, France
| | - Audrey Bidet
- Department of Hematology Biology, Molecular Hematology, Bordeaux University Hospital, Haut-Levêque Hospital, Pessac, France
| | - Auriane Salotti
- Hospices Civils de Lyon, Hôpital Lyon Sud, Service d’Hématologie Biologique, Lyon, France
| | - Pierre Hirsch
- Centre de Recherche Saint Antoine (CRSA), Assistance Publique Hôpitaux de Paris (AP-HP), Sites de Recherche Intégrée sur le Cancer (SIRIC) Cancer United Research Associating Medicine University and Society (CURAMUS), Hôpital Saint-Antoine, Service d'Hématologie Biologique, Paris, France
| | - Lucie Rigolot
- Hematology Laboratory, CHU Toulouse, INSERM 1037, Centre National de la Recherche Scientifique, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Sylvain Carras
- Hematology Molecular Biology Department, Grenoble Alpes University, Institute for Advanced Biosciences (INSERM U1209, CNRS UMR 5309), University Hospital, , Grenoble, France
| | - Marie Templé
- Université Paris-Cité, Institut Cochin, Centre National de la Recherche Scientifique (CNRS) U8104, INSERM U1016, Paris, France
| | - Fabrizia Favale
- Centre de Recherche Saint Antoine (CRSA), Assistance Publique Hôpitaux de Paris (AP-HP), Sites de Recherche Intégrée sur le Cancer (SIRIC) Cancer United Research Associating Medicine University and Society (CURAMUS), Hôpital Saint-Antoine, Service d'Hématologie Biologique, Paris, France
| | | | - Yannick Le Bris
- Hematology Biology, Nantes Université, Centre Hospitalier Universitaire de Nantes, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Anne-Sophie Alary
- Department of Oncogenetics, Paoli-Calmette Institute, Marseille, France
| | - Laurent Mauvieux
- Laboratoire d'Hématologie, CHRU Strasbourg, INSERM U1113, Strasbourg, France
| | - Sylvie Tondeur
- Hematology Molecular Biology Department, Grenoble Alpes University, Institute for Advanced Biosciences (INSERM U1209, CNRS UMR 5309), University Hospital, , Grenoble, France
| | - Eric Delabesse
- Hematology Laboratory, CHU Toulouse, INSERM 1037, Centre National de la Recherche Scientifique, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - François Delhommeau
- Centre de Recherche Saint Antoine (CRSA), Assistance Publique Hôpitaux de Paris (AP-HP), Sites de Recherche Intégrée sur le Cancer (SIRIC) Cancer United Research Associating Medicine University and Society (CURAMUS), Hôpital Saint-Antoine, Service d'Hématologie Biologique, Paris, France
| | - Pierre Sujobert
- Hospices Civils de Lyon, Hôpital Lyon Sud, Service d’Hématologie Biologique, Lyon, France
| | - Olivier Kosmider
- Université Paris-Cité, Institut Cochin, Centre National de la Recherche Scientifique (CNRS) U8104, INSERM U1016, Paris, France
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6
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Bergeron J, Capo-Chichi JM, Tsui H, Mahe E, Berardi P, Minden MD, Brandwein JM, Schuh AC. The Clinical Utility of FLT3 Mutation Testing in Acute Leukemia: A Canadian Consensus. Curr Oncol 2023; 30:10410-10436. [PMID: 38132393 PMCID: PMC10742150 DOI: 10.3390/curroncol30120759] [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: 11/08/2023] [Revised: 12/02/2023] [Accepted: 12/07/2023] [Indexed: 12/23/2023] Open
Abstract
FMS-like tyrosine kinase 3 (FLT3) mutations are detected in approximately 20-30% of patients with acute myeloid leukemia (AML), with the presence of a FLT3 internal tandem duplication (FLT3-ITD) mutation being associated with an inferior outcome. Assessment of FLT3 mutational status is now essential to define optimal upfront treatment in both newly diagnosed and relapsed AML, to support post-induction allogeneic hematopoietic stem cell transplantation (alloSCT) decision-making, and to evaluate treatment response via measurable (minimal) residual disease (MRD) evaluation. In view of its importance in AML diagnosis and management, the Canadian Leukemia Study Group/Groupe canadien d'étude sur la leucémie (CLSG/GCEL) undertook the development of a consensus statement on the clinical utility of FLT3 mutation testing, as members reported considerable inter-center variability across Canada with respect to testing availability and timing of use, methodology, and interpretation. The CLSG/GCEL panel identified key clinical and hematopathological questions, including: (1) which patients should be tested for FLT3 mutations, and when?; (2) which is the preferred method for FLT3 mutation testing?; (3) what is the clinical relevance of FLT3-ITD size, insertion site, and number of distinct FLT3-ITDs?; (4) is there a role for FLT3 analysis in MRD assessment?; (5) what is the clinical relevance of the FLT3-ITD allelic burden?; and (6) how should results of FLT3 mutation testing be reported? The panel followed an evidence-based approach, taken together with Canadian clinical and laboratory experience and expertise, to create a consensus document to facilitate a more uniform approach to AML diagnosis and treatment across Canada.
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Affiliation(s)
- Julie Bergeron
- CEMTL Installation Maisonneuve-Rosemont, Institut Universitaire d’Hématologie-Oncologie et de Thérapie Cellulaire, Université de Montréal, Montréal, QC H1T 2M4, Canada
| | - Jose-Mario Capo-Chichi
- Division of Clinical Laboratory Genetics, Department of Laboratory Medicine and Pathobiology, Laboratory Medicine Program, University Health Network, University of Toronto, Toronto, ON M5G 2C4, Canada;
| | - Hubert Tsui
- Division of Hematological Pathology, Department of Laboratory Medicine and Molecular Diagnostics, Precision Diagnostics and Therapeutics Program, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada;
- Department of Laboratory Medicine and Pathobiology, Department of Immunology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Etienne Mahe
- Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Division of Hematology and Hematological Malignancies, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Philip Berardi
- Department of Pathology and Laboratory Medicine, The Ottawa Hospital/Eastern Ontario Regional Laboratory Association, Ottawa, ON K1H 8M2, Canada;
- Department of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Mark D. Minden
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada; (M.D.M.); (A.C.S.)
- Department of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Joseph M. Brandwein
- Division of Hematology, Department of Medicine, University of Alberta, Edmonton, AB T6G 2G3, Canada;
| | - Andre C. Schuh
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada; (M.D.M.); (A.C.S.)
- Department of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
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7
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Chen Y, Xie Y, Fang Y, Hong M, Shi J, Qian S. Correlation of blood cell counts with mutant subtypes and impact prognosis in acute myeloid leukemia patients with FLT3 mutations. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2023; 28:2172296. [PMID: 36738279 DOI: 10.1080/16078454.2023.2172296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVES Acute myeloid leukemia (AML) often presents with abnormal blood cell counts and gene mutations at diagnosis. But, the correlation between blood cell counts and gene mutations and the clinical effects on AML is unclear. METHODS 279 AML patients with FMS-like tyrosine kinase 3(FLT3) mutations were selected. Patients with FLT3 mutations were counted by PCR amplification products direct sequencing and second-generation sequencing (NGS), and blood cell counts at the time of initial diagnosis. The relapse-free survival (RFS) and overall survival (OS) and the influence of the clinical characteristics of patients on the prognosis in different groups were analyzed. RESULTS The median of platelet (PLT) count was higher in the TET2 non-mutation group than mutation group and higher in the IDH1/2 mutation group than non-mutation group. The median of white blood cell (WBC) count was reduced in the poor prognosis group. The differences in levels of WBC and PLT count varied among the four groups binding sequence (JM-B), switching sequence (JM-S), zipper sequence (JM-Z), and high chain region (JM-H). The differences in PLT count varied between the insertion length ≥39 bp and <39 bp, and between ≥ 50 bp and <50 bp; The OS and RFS in 10 < WBC (×109/L) < 100 group and in the 30 ≤ PLT (×109/L)<80 group were better. CONCLUSIONS In AML patients with FLT3 mutations, the location of FLT3 mutations and the type of co-mutated genes may be correlated with blood cell counts, and different blood cell counts may have an impact on the prognosis.
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Affiliation(s)
- Yang Chen
- Department of Hematology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Yanyan Xie
- Department of Blood Transfusion, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Yu Fang
- Department of Hematology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Ming Hong
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Jinning Shi
- Department of Hematology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Sixuan Qian
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
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8
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Bazarbachi A, Labopin M, Gedde-Dahl T, Remenyi P, Forcade E, Kröger N, Socié G, Craddock C, Bourhis JH, Versluis J, Yakoub-Agha I, Salmenniemi U, El-Cheikh J, Bug G, Esteve J, Nagler A, Ciceri F, Mohty M. Improved Posttransplant Outcomes in Recent Years for AML Patients with FLT3-ITD and Wild-type NPM1: A Report from the EBMT Acute Leukemia Working Party. Clin Cancer Res 2023; 29:4441-4448. [PMID: 37603683 DOI: 10.1158/1078-0432.ccr-23-0954] [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: 03/28/2023] [Revised: 05/17/2023] [Accepted: 08/14/2023] [Indexed: 08/23/2023]
Abstract
PURPOSE Allogeneic hematopoietic cell transplantation (allo-HCT) is recommended in first complete remission (CR1) in patients with acute myeloid leukemia (AML) harboring FMS-like tyrosine kinase 3-internal tandem duplication (FLT3-ITD). We assessed changes over time in transplant characteristics and outcomes in patients with AML age 60 years and younger with a FLT3-ITD. EXPERIMENTAL DESIGN We identified 1,827 adult patients with AML (median age 49 years, range 18-60) with FLT3-ITD and intermediate karyotype, allografted between 2012 and 2021 in CR1. RESULTS NPM1 was mutated in 72% of patients. We compared changes over time in 688 patients transplanted between 2012 and 2016, and 1,139 patients transplanted between 2017 and 2021. For patients with wild-type NPM1, the 2-year leukemia-free survival (LFS) and overall survival (OS) significantly improved over time from 54% to 64% (HR = 0.67; P = 0.011) and from 63% to 71% (HR = 0.66; P = 0.021), respectively. Allo-HCT in recent years significantly reduced the cumulative incidence of relapse (CIR). For patients with NPM1 mutation, no significant changes over time were noted. CONCLUSIONS In patients with AML with FLT3-ITD and wild-type NPM1, we noticed a significant decrease over time in the CIR and improvement of LFS and OS, likely reflecting the efficacy of FLT-3 inhibitors, including when used as posttransplant maintenance, in this high-risk setting. On the contrary, no significant change over time was noticed in outcomes of patients harboring a FLT3 and NPM1 mutation.
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Affiliation(s)
- Ali Bazarbachi
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Myriam Labopin
- EBMT Statistical Unit, Sorbonne University, Saint-Antoine Hospital, AP-HP, INSERM UMRs 938, Paris, France
| | - Tobias Gedde-Dahl
- Oslo University Hospital, Rikshospitalet, Clinic for Cancer Medicine, Department of Hematology, Section for Stem Cell Transplantation, Oslo, Norway
| | - Peter Remenyi
- Dél-pesti Centrumkórház-Országos Hematológiai és Infektológiai Intézet, Department of Haematology and Stem Cell Transplant, Albert, Budapest, Hungary
| | - Edouard Forcade
- Service d'Hématologie Clinique et Thérapie Cellulaire, CHU Bordeaux, Bordeaux, France
| | - Nicolaus Kröger
- Department for Stem Cell Transplantation, University Medical Center Hamburg, Hamburg, Germany
| | - Gerard Socié
- Hopital St. Louis, Department of Hematology-BMT, Paris, France
| | - Charles Craddock
- University Hospital Birmingham NHS Trust, Queen Elizabeth Medical Centre, Edgbaston, Department of Haematology, Birmingham, England
| | - Jean Henri Bourhis
- Gustave Roussy Cancer Campus, BMT Service, Department of Hematology, Villejuif, France
| | - Jurjen Versluis
- Erasmus MC Cancer Institute, University Medical Center Rotterdam, Department of Hematology, Rotterdam, the Netherlands
| | | | - Urpu Salmenniemi
- HUCH Comprehensive Cancer Center, Stem Cell Transplantation Unit, Helsinki, Finland
| | - Jean El-Cheikh
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Gesine Bug
- Goethe University Frankfurt, Department of Medicine 2, Hematology and Oncology, Frankfurt am Main, Germany
| | - Jordi Esteve
- Hospital Clínic of Barcelona, IDIBAPS, Barcelona, Spain
| | - Arnon Nagler
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel
| | - Fabio Ciceri
- University Vita-Salute, IRCCS Ospedale San Raffaele, Haematology and BMT, Milano, Italy
| | - Mohamad Mohty
- Sorbonne University, Saint-Antoine Hospital, AP-HP, INSERM UMRs 938, Paris, France
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9
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Shao R, Zhang Y, He J, Huang F, Fan Z, Yang K, Xu Y, Xu N, Luo Y, Deng L, Zhang X, Chen J, Han M, Li X, Yu S, Liu H, Liang X, Luo X, Shi P, Wang Z, Jiang L, Zhou X, Lin R, Chen Y, Tu S, Sun J, Wang Y, Liu Q, Xuan L. Impact of genetic patterns on sorafenib efficacy in patients with FLT3-ITD acute myeloid leukemia undergoing allogeneic hematopoietic stem cell transplantation: a multi-center, cohort study. Signal Transduct Target Ther 2023; 8:348. [PMID: 37704613 PMCID: PMC10499827 DOI: 10.1038/s41392-023-01614-1] [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: 02/13/2023] [Revised: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 09/15/2023] Open
Abstract
Sorafenib therapy improves overall survival (OS) in patients with FLT3 internal tandem duplication (ITD) acute myeloid leukemia (AML) undergoing allogeneic hematopoietic stem cell transplantation. We explored the efficacy of sorafenib therapy in this population with different concomitant genetic patterns. In this multi-center, cohort study, we enrolled patients with FLT3-ITD AML undergoing allogenic hematopoietic cell transplantation. Patients with sorafenib maintenance post-transplantation for at least four weeks were allocated to the sorafenib group, and otherwise to the control group. Endpoints were OS, disease-free survival, and relapse for the whole cohort and OS for genetic pattern subgroups. Among 613 patients enrolled, 275 were in the sorafenib and 338 the control group. Median follow-up was 36.5 (interquartile range (IQR), 25.2-44.7) months post-transplantation. The 3-year OS post-transplantation was 79.6% (95% confidential interval (CI) 74.8%-84.6%) and 65.2% (95% CI 60.3%-70.6%) (Hazard ratio (HR) 0.50, 95% CI 0.37-0.69; P < 0.0001) in both groups. Sorafenib maintenance post-transplantation improved OS in the favorable (HR 0.33, 95% CI 0.14-0.77; P = 0.011) and adverse (HR 0.56, 95% CI 0.33-0.93; P = 0.026) ELN 2017 risk subgroups. Patients with mutated NPM1, DNMT3A, co-occurring NPM1/DNMT3A, "activated signaling" and "DNA methylation" genes benefited in OS from sorafenib maintenance, while those carrying CEBPA, "tumor suppressors" and "myeloid transcription factors" genes did not. Patients with FLT3-ITDhigh and FLT3-ITDlow AML both benefited in OS from sorafenib maintenance. Our results identify the response of genetic patterns to sorafenib maintenance, providing new viewpoints for the optimal use of sorafenib in FLT3-ITD AML in the transplantation setting.
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Affiliation(s)
- Ruoyang Shao
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Yu Zhang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Jinping He
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Fen Huang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Zhiping Fan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Kaibo Yang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Yajing Xu
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Na Xu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Yi Luo
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Lan Deng
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China
- Department of Hematology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200125, China
| | - Xi Zhang
- Department of Hematology, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China
| | - Jia Chen
- The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Mingzhe Han
- Hematopoietic Stem Cell Transplantation Center, Institute of Hematology and Blood Diseases Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Tianjin, 300020, China
| | - Xudong Li
- Department of Hematology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Sijian Yu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Hui Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Xinquan Liang
- Department of Hematology, the First People's Hospital of Chenzhou, Chenzhou, 423099, China
| | - Xiaodan Luo
- Department of Hematology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Department of Hematology, the Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510799, China
| | - Pengcheng Shi
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Zhixiang Wang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Ling Jiang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Xuan Zhou
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Ren Lin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Yan Chen
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Sanfang Tu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China
| | - Jing Sun
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China
| | - Yu Wang
- Department of Hematology, Peking University People's Hospital, Beijing, 100044, China.
| | - Qifa Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China.
- Guangdong Provincial Key Laboratory of Digital Medicine and Biomechanics, National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, 510515, China.
| | - Li Xuan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
- Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, 510515, China.
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10
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Xuan L, Wang Y, Yang K, Shao R, Huang F, Fan Z, Chi P, Xu Y, Xu N, Deng L, Li X, Liang X, Luo X, Shi P, Liu H, Wang Z, Jiang L, Lin R, Chen Y, Tu S, Zhang Y, Sun J, Huang X, Liu Q. Sorafenib maintenance after allogeneic haemopoietic stem-cell transplantation in patients with FLT3-ITD acute myeloid leukaemia: long-term follow-up of an open-label, multicentre, randomised, phase 3 trial. Lancet Haematol 2023:S2352-3026(23)00117-5. [PMID: 37414062 DOI: 10.1016/s2352-3026(23)00117-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/02/2023] [Accepted: 04/20/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Our open-label, multicentre, randomised, phase 3 trial showed that sorafenib maintenance after haematopoietic stem-cell transplantation (HSCT) improved overall survival and reduced relapse for patients with FLT3 internal tandem duplication (FLT3-ITD) acute myeloid leukaemia undergoing allogeneic HSCT. Here, we present a post-hoc analysis on the 5-year follow-up data of this trial. METHODS This phase 3 trial, done in seven hospitals in China, included patients with FLT3-ITD acute myeloid leukaemia undergoing allogeneic HSCT, who were aged 18-60 years, had an Eastern Cooperative Oncology Group performance status of 0-2, had composite complete remission before and after transplantation, and had haematopoietic recovery within 60 days after transplantation. Patients were randomly assigned (1:1) to receive sorafenib maintenance (400 mg orally twice daily) or non-maintenance (control) at 30-60 days after transplantation. Randomisation was done with permuted blocks (block size four) via an interactive web-based system. Investigators and participants were not masked to group assignment. The primary endpoint was the 1-year cumulative incidence of relapse, which was reported previously. For this updated analysis, the 5-year endpoints were overall survival; cumulative incidence of relapse; non-relapse mortality; leukaemia-free survival; graft-versus-host disease (GVHD)-free, relapse-free survival (GRFS); cumulative incidence of chronic GVHD; and late effects in the intention-to-treat population. The trial is registered with ClinicalTrials.gov, NCT02474290, and is complete. FINDINGS Between June 20, 2015, and July 21, 2018, 202 patients were randomly assigned to sorafenib maintenance (n=100) or non-maintenance (n=102). Median follow-up was 60·4 months (IQR 16·7-73·3). Extended follow-up showed improved overall survival (72·0% [95% CI 62·1-79·7] vs 55·9% [45·7-64·9]; hazard ratio [HR] 0·55, 95% CI 0·34-0·88; p=0·011), leukaemia-free survival (70·0% [60·0-78·0] vs 49·0% [39·0-58·3]; 0·47, 0·30-0·73; p=0·0007), and GRFS (58·0% [47·7-67·0] vs 39·2% [29·8-48·5]; 0·56, 0·38-0·83; p=0·0030), lower cumulative incidence of relapse (15·0% [8·8-22·7] vs 36·3% [27·0-45·6]; 0·33, 0·18-0·60; p=0·0003), and no increase in non-relapse mortality (15·0% [8·8-22·7] vs 14·7% [8·6-22·3]; 0·79, 0·39-1·62; p=0·98) for patients in the sorafenib group compared with those in the control group. The 5-year cumulative incidence of chronic GVHD (54·0% [43·7-63·2] vs 51·0% [40·8-60·3]; 0·82, 0·56-1·19; p=0·73) did not differ significantly between the two groups and we did not find substantial differences in late effects between the two groups. There were no treatment-related deaths. INTERPRETATION With extended follow-up, sorafenib maintenance after transplantation is associated with improved long-term survival and reduced relapse rates compared with non-maintenance, further supporting this strategy as a standard of care for patients with FLT3-ITD acute myeloid leukaemia undergoing allogeneic HSCT. FUNDING None. TRANSLATION For the Chinese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Li Xuan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Yu Wang
- Department of Hematology, Peking University People's Hospital, Beijing, China
| | - Kaibo Yang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Ruoyang Shao
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Fen Huang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Zhiping Fan
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Peiru Chi
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Yajing Xu
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, China
| | - Na Xu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Lan Deng
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China; Department of Hematology, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Xudong Li
- Department of Hematology, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xinquan Liang
- Department of Hematology, First People's Hospital of Chenzhou, Chenzhou, China
| | - Xiaodan Luo
- Department of Hematology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China; Department of Hematology, Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Pengcheng Shi
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Hui Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Zhixiang Wang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Ling Jiang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Ren Lin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Yan Chen
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, China
| | - Sanfang Tu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yu Zhang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Jing Sun
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China
| | - Xiaojun Huang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China; Department of Hematology, Peking University People's Hospital, Beijing, China
| | - Qifa Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Clinical Medical Research Center of Hematology Diseases of Guangdong Province, Guangzhou, China.
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11
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Kojabad AA, Chegeni R, Rostami S, Zaker F, Safa M. Ultrasensitive quantitation of FLT3-ITD mutation in patients with acute myeloid leukemia using ddPCR. Mol Biol Rep 2023:10.1007/s11033-023-08534-x. [PMID: 37300744 DOI: 10.1007/s11033-023-08534-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 05/17/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND FLT3-ITD mutations occur in 45-50% of cytogenetically normal AML patients. Conventional fragment analysis using capillary electrophoresis is routinely used to quantitate FLT3-ITD mutations. Fragment analysis however has limited sensitivity. METHODS AND RESULTS Here, FLT3-ITD was quantified in AML patients using an in-house developed ultra-sensitive droplet digital polymerase chain reaction assay (ddPCR). The allelic ratio of FLT3-ITD was also absolutely measured by both Fragment analysis and ddPCR. The sensitivity of ddPCR in quantitation of FLT3-ITD mutation was superior to Fragment analysis. CONCLUSION This study demonstrates the feasibility of using the described in-house ddPCR method to quantify the FLT3-ITD mutation and measure FLT3-ITD AR in AML patients.
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Affiliation(s)
- Amir Asri Kojabad
- Department of Hematology and Blood Banking, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Rouzbeh Chegeni
- Medical Laboratory Sciences Program, College of Health and Human Sciences, Northern Illinois University, DeKalb, IL, USA
| | - Shaharbano Rostami
- Hematology, Oncology and Stem Cell Transplantation Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Farhad Zaker
- Department of Hematology and Blood Banking, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Majid Safa
- Department of Hematology and Blood Banking, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran.
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12
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Oshikawa G, Sasaki K. Optimizing Treatment Options for Newly Diagnosed Acute Myeloid Leukemia in Older Patients with Comorbidities. Cancers (Basel) 2023; 15:2399. [PMID: 37190327 PMCID: PMC10136601 DOI: 10.3390/cancers15082399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 04/05/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
Traditionally, the goal of AML therapy has been to induce remission through intensive chemotherapy, maintain long-term remission using consolidation therapy, and achieve higher rates of a cure by allogeneic transplantation in patients with a poor prognosis. However, for the elderly patients and those with comorbidities, the toxicity often surpasses the therapeutic benefits of intensive chemotherapy. Consequently, low-intensity therapies, such as the combination of a hypomethylating agent with venetoclax, have emerged as promising treatment options for elderly patients. Given the rise of low-intensity therapies as the leading treatment option for the elderly, it is increasingly important to consider patients' age and comorbidities when selecting a treatment option. The recently proposed comorbidity-based risk stratification for AML allows prognosis stratification not only in patients undergoing intensive chemotherapy, but also in those receiving low-intensity chemotherapy. Optimizing treatment intensity based on such risk stratification is anticipated to balance treatment efficacy and safety, and will ultimately improve the life expectancy for patients with AML.
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Affiliation(s)
- Gaku Oshikawa
- Department of Hematology, Japanese Red Cross Musashino Hospital, 1-26-1 Kyonan-cho Musashino-shi, Tokyo 180-8610, Japan
| | - Koji Sasaki
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 428, Houston, TX 77030, USA
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13
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Wang H, Luo G, Hu X, Xu G, Wang T, Liu M, Qiu X, Li J, Fu J, Feng B, Tu Y, Kan W, Wang C, Xu R, Zhou Y, Yang J, Li J. Targeting C/EBPα overcomes primary resistance and improves the efficacy of FLT3 inhibitors in acute myeloid leukaemia. Nat Commun 2023; 14:1882. [PMID: 37019911 PMCID: PMC10076519 DOI: 10.1038/s41467-023-37381-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 03/13/2023] [Indexed: 04/07/2023] Open
Abstract
The outcomes of FLT3-ITD acute myeloid leukaemia (AML) have been improved since the approval of FLT3 inhibitors (FLT3i). However, approximately 30-50% of patients exhibit primary resistance (PR) to FLT3i with poorly defined mechanisms, posing a pressing clinical unmet need. Here, we identify C/EBPα activation as a top PR feature by analyzing data from primary AML patient samples in Vizome. C/EBPα activation limit FLT3i efficacy, while its inactivation synergistically enhances FLT3i action in cellular and female animal models. We then perform an in silico screen and identify that guanfacine, an antihypertensive medication, mimics C/EBPα inactivation. Furthermore, guanfacine exerts a synergistic effect with FLT3i in vitro and in vivo. Finally, we ascertain the role of C/EBPα activation in PR in an independent cohort of FLT3-ITD patients. These findings highlight C/EBPα activation as a targetable PR mechanism and support clinical studies aimed at testing the combination of guanfacine with FLT3i in overcoming PR and enhancing the efficacy of FLT3i therapy.
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Affiliation(s)
- Hanlin Wang
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- College of Pharmacy, Fudan University, Shanghai, 210023, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Guanghao Luo
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310000, China
| | - Xiaobei Hu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Guangdong, 528400, China
| | - Gaoya Xu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Tao Wang
- Department of Hematology, Changhai Hospital, Naval Medical University, Shanghai, 200433, China
| | - Minmin Liu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- School of Pharmaceutical Science, Jiangnan University, Wuxi, 214122, China
| | - Xiaohui Qiu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Guangdong, 528400, China
| | - Jianan Li
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Jingfeng Fu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Bo Feng
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- School of Life Science and Biopharmaceutics, Shenyang Pharmaceutical University, No.103 Wenhua Road, Shenyang, Liaoning, China
| | - Yutong Tu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Weijuan Kan
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Chang Wang
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Ran Xu
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yubo Zhou
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Guangdong, 528400, China.
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
| | - Jianmin Yang
- Department of Hematology, Changhai Hospital, Naval Medical University, Shanghai, 200433, China.
| | - Jia Li
- State key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
- College of Pharmacy, Fudan University, Shanghai, 210023, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310000, China.
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Guangdong, 528400, China.
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
- School of Life Science and Biopharmaceutics, Shenyang Pharmaceutical University, No.103 Wenhua Road, Shenyang, Liaoning, China.
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14
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Jentzsch M, Bischof L, Brauer D, Backhaus D, Ussmann J, Franke GN, Vucinic V, Platzbecker U, Schwind S. Clinical Implications of the FLT3-ITD Allelic Ratio in Acute Myeloid Leukemia in the Context of an Allogeneic Stem Cell Transplantation. Cancers (Basel) 2023; 15:1312. [PMID: 36831653 PMCID: PMC9954047 DOI: 10.3390/cancers15041312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 02/07/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
Although the presence of FLT3-ITD, as well as levels of the FLT3-ITD allelic ratio, have been described as prognostic factors in acute myeloid leukemia (AML), little is known about how the FLT3-ITD allelic ratio impacts patients' outcomes when receiving an allogeneic hematopoietic stem cell transplantation (HSCT). We analyzed 118 patients (median age at diagnosis 58.3, range 14.3-82.3 years) harboring FLT3-ITD, of whom 94 patients were consolidated with an allogeneic HSCT and included in outcome analyses. A high FLT3-ITD allelic ratio was associated with a higher white blood cell count, higher blood and bone marrow blasts, and worse ELN2017 risk at diagnosis. Patients with a high FLT3-ITD allelic ratio more often had NPM1 mutations, while patients with a low allelic ratio more often had FLT3-TKD mutations. Patients with a high FLT3-ITD allelic ratio were less likely to achieve a measurable residual disease (MRD)-negative remission prior to allogeneic HSCT and had a trend for a shorter time to relapse. However, there was no distinct cumulative incidence of relapse, non-relapse mortality, or overall survival according to the FLT3-ITD allelic ratio in transplanted patients. While co-mutated FLT3-TKD was associated with better outcomes, the MRD status at HSCT was the most significant factor for outcomes. While our data indicates that an allogeneic HSCT may mitigate the adverse effect of a high FLT3-ITD allelic ratio, comparative studies are needed to evaluate which FLT3-ITD mutated patients benefit from which consolidation strategy.
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Affiliation(s)
- Madlen Jentzsch
- Medical Clinic and Policlinic 1, Hematology, Cellular Therapy and Hemostaseology, University of Leipzig Medical Center, 04103 Leipzig, Germany
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15
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Kim K, Ong F, Sasaki K. Current Understanding of DDX41 Mutations in Myeloid Neoplasms. Cancers (Basel) 2023; 15:344. [PMID: 36672294 PMCID: PMC9857085 DOI: 10.3390/cancers15020344] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 01/06/2023] Open
Abstract
The DEAD-box RNA helicase 41 gene, DDX41, is frequently mutated in hereditary myeloid neoplasms, identified in 2% of entire patients with AML/MDS. The pathogenesis of DDX41 mutation is related to the defect in the gene's normal functions of RNA and innate immunity. About 80% of patients with germline DDX41 mutations have somatic mutations in another allele, resulting in the biallelic DDX41 mutation. Patients with the disease with DDX41 mutations reportedly often present with the higher-grade disease, but there are conflicting reports about its impact on survival outcomes. Recent studies using larger cohorts reported a favorable outcome with a better response to standard therapies in patients with DDX41 mutations to patients without DDX41 mutations. For stem-cell transplantation, it is important for patients with DDX41 germline mutations to identify family donors early to improve outcomes. Still, there is a gap in knowledge on whether germline DDX41 mutations and its pathology features can be targetable for treatment, and what constitutes an appropriate screening/surveillance strategy for identified carriers. This article reviews our current understanding of DDX41 mutations in myeloid neoplasms in pathologic and clinical features and their clinical implications.
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Affiliation(s)
| | | | - Koji Sasaki
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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16
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Polak TB, Van Rosmalen J, Dirven S, Herzig JK, Cloos J, Meshinchi S, Döhner K, Janssen JJWM, Cucchi DGJ. Association of FLT3-internal tandem duplication length with overall survival in acute myeloid leukemia: a systematic review and meta-analysis. Haematologica 2022; 107:2506-2510. [PMID: 35796012 PMCID: PMC9521221 DOI: 10.3324/haematol.2022.281218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Indexed: 11/30/2022] Open
Affiliation(s)
- Tobias B Polak
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands; Department of Biostatistics, Erasmus University Rotterdam, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Rotterdam, Rotterdam, The Netherlands; Real-World Data Department, myTomorrows, Amsterdam
| | - Joost Van Rosmalen
- Department of Biostatistics, Erasmus University Rotterdam, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Rotterdam, Rotterdam
| | - Stijn Dirven
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Centers, location VUmc, Amsterdam
| | - Julia K Herzig
- Department of Internal Medicine III, University Hospital of Ulm, Ulm
| | - Jacqueline Cloos
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Centers, location VUmc, Amsterdam
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Konstanze Döhner
- Department of Internal Medicine III, University Hospital of Ulm, Ulm
| | - Jeroen J W M Janssen
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Centers, location VUmc, Amsterdam
| | - David G J Cucchi
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Centers, location VUmc, Amsterdam.
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17
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Knight TE, Edwards H, Meshinchi S, Taub JW, Ge Y. "FLipping" the Story: FLT3-Mutated Acute Myeloid Leukemia and the Evolving Role of FLT3 Inhibitors. Cancers (Basel) 2022; 14:3398. [PMID: 35884458 PMCID: PMC9315611 DOI: 10.3390/cancers14143398] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/07/2022] [Accepted: 07/11/2022] [Indexed: 12/19/2022] Open
Abstract
The treatment of many types of cancers, including acute myeloid leukemia (AML), has been revolutionized by the development of therapeutics targeted at crucial molecular drivers of oncogenesis. In contrast to broad, relatively indiscriminate conventional chemotherapy, these targeted agents precisely disrupt key pathways within cancer cells. FMS-like tyrosine kinase 3 (FLT3)-encoding a critical regulator of hematopoiesis-is the most frequently mutated gene in patients with AML, and these mutations herald reduced survival and increased relapse in these patients. Approximately 30% of newly diagnosed AML carries an FLT3 mutation; of these, approximately three-quarters are internal tandem duplication (ITD) mutations, and the remainder are tyrosine kinase domain (TKD) mutations. In contrast to its usual, tightly controlled expression, FLT3-ITD mutants allow constitutive, "run-away" activation of a large number of key downstream pathways which promote cellular proliferation and survival. Targeted inhibition of FLT3 is, therefore, a promising therapeutic avenue. In April 2017, midostaurin became both the first FLT3 inhibitor and the first targeted therapy of any kind in AML to be approved by the US FDA. The use of FLT3 inhibitors has continued to grow as clinical trials continue to demonstrate the efficacy of this class of agents, with an expanding number available for use as both experimental standard-of-care usage. This review examines the biology of FLT3 and its downstream pathways, the mechanism of FLT3 inhibition, the development of the FLT3 inhibitors as a class and uses of the agents currently available clinically, and the mechanisms by which resistance to FLT3 inhibition may both develop and be overcome.
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Affiliation(s)
- Tristan E. Knight
- Cancer and Blood Disorders Center, Seattle Children’s Hospital, Seattle, WA 98105, USA;
- Division of Hematology and Oncology, Department of Pediatrics, University of Washington School of Medicine, Seattle, WA 98105, USA
| | - Holly Edwards
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48202, USA; (H.E.); (Y.G.)
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Soheil Meshinchi
- Cancer and Blood Disorders Center, Seattle Children’s Hospital, Seattle, WA 98105, USA;
- Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Jeffrey W. Taub
- Division of Hematology/Oncology, Children’s Hospital of Michigan, Detroit, MI 48201, USA;
- Department of Pediatrics, Wayne State University School of Medicine, Detroit, MI 48202, USA
- Department of Pediatrics, Central Michigan University, Mt. Pleasant, MI 48859, USA
| | - Yubin Ge
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48202, USA; (H.E.); (Y.G.)
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI 48201, USA
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18
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Cartwright A, Scott S, Francis S, Whitby L. Assessing the impact of the 2017 European LeukemiaNet recommendations on FLT3 allelic ratio calculation and reporting in acute myeloid leukaemia. Br J Haematol 2022; 197:e35-e37. [PMID: 34981510 DOI: 10.1111/bjh.18023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 12/15/2021] [Indexed: 11/28/2022]
Affiliation(s)
- Ashley Cartwright
- UK NEQAS for Leucocyte Immunophenotyping, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Stuart Scott
- UK NEQAS for Leucocyte Immunophenotyping, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Sebastian Francis
- Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Liam Whitby
- UK NEQAS for Leucocyte Immunophenotyping, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
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19
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Cucchi DGJ, Vonk CM, Rijken M, Kavelaars FG, Merle PA, Verhoef E, Venniker-Punt B, Kwidama ZJ, Gradowska P, Löwenberg B, Janssen JJWM, Cloos J, Valk PJM. DNA vs cDNA FLT3-ITD allelic ratio and length measurements in adult acute myeloid leukemia. Blood Adv 2021; 5:4476-4479. [PMID: 34525176 PMCID: PMC8579262 DOI: 10.1182/bloodadvances.2021004980] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 06/27/2021] [Indexed: 12/18/2022] Open
Affiliation(s)
- David G. J. Cucchi
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Christian M. Vonk
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Melissa Rijken
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - François G. Kavelaars
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Pauline A. Merle
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Elvira Verhoef
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Bianca Venniker-Punt
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Zinia J. Kwidama
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Patrycja Gradowska
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Bob Löwenberg
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Jeroen J. W. M. Janssen
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Jacqueline Cloos
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; and
| | - Peter J. M. Valk
- Department of Hematology, Erasmus Medical Center Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
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20
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Knight TE, Ge Y, Taub JW, Hitzler J, Krueger J. When it comes to drug access, should children be considered small adults? Countering coverage denials of FLT3 inhibitors in children with FLT3-ITD AML. Pediatr Blood Cancer 2021; 68:e29278. [PMID: 34357678 DOI: 10.1002/pbc.29278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/20/2021] [Accepted: 07/26/2021] [Indexed: 11/11/2022]
Affiliation(s)
- Tristan E Knight
- Division of Hematology/Oncology, Department of Pediatrics, The Hospital for Sick Children (SickKids) and the University of Toronto, Toronto, Ontario, Canada
| | - Yubin Ge
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA.,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Jeffrey W Taub
- Division of Hematology/Oncology, Children's Hospital of Michigan, Detroit, Michigan, USA.,Department of Pediatrics, Wayne State University School of Medicine, Detroit, Michigan, USA.,Department of Pediatrics, Central Michigan University, Mt. Pleasant, Michigan, USA
| | - Johann Hitzler
- Division of Hematology/Oncology, Department of Pediatrics, The Hospital for Sick Children (SickKids) and the University of Toronto, Toronto, Ontario, Canada.,Developmental and Stem Cell Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Joerg Krueger
- Division of Hematology/Oncology, Department of Pediatrics, The Hospital for Sick Children (SickKids) and the University of Toronto, Toronto, Ontario, Canada
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21
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Castaño-Bonilla T, Alonso-Dominguez JM, Barragán E, Rodríguez-Veiga R, Sargas C, Gil C, Chillón C, Vidriales MB, García R, Martínez-López J, Ayala R, Larrayoz MJ, Anguita E, Cuello R, Cantalapiedra A, Carrillo E, Soria-Saldise E, Labrador J, Recio I, Algarra L, Rodríguez-Medina C, Bilbao-Syeiro C, López-López JA, Serrano J, De Cabo E, Sayas MJ, Olave MT, Sánchez-García J, Mateos M, Blas C, López-Lorenzo JL, Lainez-Gonzalez D, Serrano J, Martínez-Cuadrón D, Sanz MA, Montesinos P. Prognostic significance of FLT3-ITD length in AML patients treated with intensive regimens. Sci Rep 2021; 11:20745. [PMID: 34671057 PMCID: PMC8528825 DOI: 10.1038/s41598-021-00050-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/24/2021] [Indexed: 12/17/2022] Open
Abstract
FLT3-ITD mutations are detected in approximately 25% of newly diagnosed adult acute myeloid leukemia (AML) patients and confer an adverse prognosis. The FLT3-ITD allelic ratio has clear prognostic value. Nevertheless, there are numerous manuscripts with contradictory results regarding the prognostic relevance of the length and insertion site (IS) of the FLT3-ITD fragment. We aimed to assess the prognostic impact of these variables on the complete remission (CR) rates, overall survival (OS) and relapse-free survival (RFS) of AML patients with FLT3-ITDmutations. We studied the FLT3-ITD length of 362 adult AML patients included in the PETHEMA AML registry. We tried to validate the thresholds of ITD length previously published (i.e., 39 bp and 70 bp) in intensively treated AML patients (n = 161). We also analyzed the mutational profile of 118 FLT3-ITD AML patients with an NGS panel of 39 genes and correlated mutational status with the length and IS of ITD. The AUC of the ROC curve of the ITD length for OS prediction was 0.504, and no differences were found when applying any of the thresholds for OS, RFS or CR rate. Only four out of 106 patients had ITD IS in the TKD1 domain. Our results, alongside previous publications, confirm that FLT3-ITD length lacks prognostic value and clinical applicability.
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Affiliation(s)
- Tamara Castaño-Bonilla
- Hematology Department, Hospital Universitario Fundación Jiménez Díaz, Avenida Reyes Católicos, 2, 28040, Madrid, Spain.,Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Juan M Alonso-Dominguez
- Hematology Department, Hospital Universitario Fundación Jiménez Díaz, Avenida Reyes Católicos, 2, 28040, Madrid, Spain. .,Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain.
| | - Eva Barragán
- Hematology Department, Hospital Universitario La Fe de Valencia, Valencia, Spain
| | | | - Claudia Sargas
- Hematology Department, Hospital Universitario La Fe de Valencia, Valencia, Spain
| | - Cristina Gil
- Hematology Department, Hospital General de Alicante, Alicante, Spain
| | - Carmen Chillón
- Hematology Department, Hospital Universitario de Salamanca, Salamanca, Spain
| | - María B Vidriales
- Hematology Department, Hospital Universitario de Salamanca, Salamanca, Spain
| | - Raimundo García
- Hematology Department, Hospital General de Castellón, Castellón, Spain
| | - Joaquín Martínez-López
- Hematology Department, Hospital Universitario Doce de Octubre, Complutense University, CNIO, Madrid, Spain
| | - Rosa Ayala
- Hematology Department, Hospital Universitario Doce de Octubre, Complutense University, CNIO, Madrid, Spain
| | - María J Larrayoz
- Molecular Biology Department, Cimalab Diagnosis, Clínica Universitaria de Navarra, Navarra, Spain
| | - Eduardo Anguita
- Hematology Department, Hospital Universitario Clínico San Carlos, Medicine Department, UCM, Madrid, Spain
| | - Rebeca Cuello
- Hematology Department, Hospital Universitario de Valladolid, Valladolid, Spain
| | | | - Estrella Carrillo
- Hematology Department, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS/CISC/CIBERON), Sevilla, Spain
| | - Elena Soria-Saldise
- Hematology Department, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS/CISC/CIBERON), Sevilla, Spain
| | - Jorge Labrador
- Hematology Department, Hospital Universitario de Burgos, Burgos, Spain
| | - Isabel Recio
- Hematology Department, Hospital Ntra. Sra. de Sonsoles de Ávila-Complejo Asistencial Ávila, Ávila, Spain
| | - Lorenzo Algarra
- Hematology Department, Hospital General de Albacete, Albacete, Spain
| | - Carlos Rodríguez-Medina
- Hematology Department, Hospital Universitario de Gran Canaria Doctor Negrín, Las Palmas de Gran Canaria, Spain
| | - Cristina Bilbao-Syeiro
- Hematology Department, Hospital Universitario de Gran Canaria Doctor Negrín, Las Palmas de Gran Canaria, Spain
| | | | - Josefina Serrano
- UGC de Hematologia, Hospital U. Reina Sofia, IMIBIC, UCO, Cordoba, Córdoba, Spain
| | - Erik De Cabo
- Hematology Department, Hospital Comarcal del Bierzo, León, Spain
| | - María J Sayas
- Hematology Department, Hospital Universitario Doctor Peset, Valencia, Spain
| | - María T Olave
- Hematology Department, Hospital Clínico Universitario Lozano Blesa, Zaragoza, Spain
| | | | - Mamen Mateos
- Hematology Department, Complejo Hospitalario de Navarra, Navarra, Spain
| | - Carlos Blas
- Hematology Department, Hospital Universitario Fundación Jiménez Díaz, Avenida Reyes Católicos, 2, 28040, Madrid, Spain.,Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Jose L López-Lorenzo
- Hematology Department, Hospital Universitario Fundación Jiménez Díaz, Avenida Reyes Católicos, 2, 28040, Madrid, Spain.,Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Daniel Lainez-Gonzalez
- Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Juana Serrano
- Instituto de Investigación Sanitaria (IIS-FJD), Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | | | - Miguel A Sanz
- Hematology Department, Hospital Universitario La Fe de Valencia, Valencia, Spain
| | - Pau Montesinos
- Hematology Department, Hospital Universitario La Fe de Valencia, Valencia, Spain
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22
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Shi Y, He Z, Bei L, Tao H, Ding B, Tao S, Wang C, Yu L. High expression of TARP correlates with inferior FLT3 mutations in non-adolescents and young adults with acute myeloid leukaemia. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2021; 26:380-387. [PMID: 33971801 DOI: 10.1080/16078454.2021.1917915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVES Acute myeloid leukaemia (AML) is a haematopoietic malignancy with a dismal outcome. Consequently, risk stratification based on more effective prognostic biomarkers is crucial to make accurate therapy decisions. T cell receptor gamma alternative reading frame protein (TARP) has been reported in prostate and breast cancers, but its correlation with AML remains unclear. METHODS Differential expression of TARP mRNA in different AML subtypes was analysed using the UALCAN online platform. Its relationship with baseline clinical attributes, survival and efficacy were analysed based on three GSE1159, GSE425 and GSE6891 microarray datasets downloaded from Gene Expression Omnibus (GEO) and Oncomine databases. Quantitative real-time PCR was performed to determine mRNA levels of TARP in bone marrow mononuclear cells (BMMCs) isolated from AML patients. RESULTS TARP was significantly overexpressed in AML patients. In AML, relatively low TARP expression was associated with the CBFβ-MYH11 fusion gene. The proportion of FLT3 mutations was significantly higher in non-adolescent and young adult (non-AYA, >39 years of age) AML patients who had high TARP levels but not in AYA (15-39 years) patients. High expression of TARP was related to poor outcome by univariate analysis but not by multivariate analysis and unsatisfactory therapeutic effects, which could be overcome by haematopoietic stem cell transplantation (HSCT). CONCLUSION Our findings suggest that TARP might be a potential prognostic marker of AML and serve as a promising immunotherapeutic target.
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Affiliation(s)
- Yuye Shi
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China.,Department of Hematology, The Huaian Clinical College of Xuzhou Medical University, Xuzhou, People's Republic of China
| | - Zhengmei He
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Liye Bei
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Hong Tao
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Banghe Ding
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Shandong Tao
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Chunling Wang
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China.,Department of Hematology, The Huaian Clinical College of Xuzhou Medical University, Xuzhou, People's Republic of China
| | - Liang Yu
- Department of Hematology, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China.,Department of Hematology, The Huaian Clinical College of Xuzhou Medical University, Xuzhou, People's Republic of China
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23
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Yuan D, He X, Han X, Yang C, Liu F, Zhang S, Luan H, Li R, He J, Duan X, Wang D, Zhou Q, Gao S, Niu B. Comprehensive review and evaluation of computational methods for identifying FLT3-internal tandem duplication in acute myeloid leukaemia. Brief Bioinform 2021; 22:6225087. [PMID: 33851200 DOI: 10.1093/bib/bbab099] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 02/15/2021] [Accepted: 03/06/2021] [Indexed: 12/25/2022] Open
Abstract
Internal tandem duplication (ITD) of FMS-like tyrosine kinase 3 (FLT3-ITD) constitutes an independent indicator of poor prognosis in acute myeloid leukaemia (AML). AML with FLT3-ITD usually presents with poor treatment outcomes, high recurrence rate and short overall survival. Currently, polymerase chain reaction and capillary electrophoresis are widely adopted for the clinical detection of FLT3-ITD, whereas the length and mutation frequency of ITD are evaluated using fragment analysis. With the development of sequencing technology and the high incidence of FLT3-ITD mutations, a multitude of bioinformatics tools and pipelines have been developed to detect FLT3-ITD using next-generation sequencing data. However, systematic comparison and evaluation of the methods or software have not been performed. In this study, we provided a comprehensive review of the principles, functionality and limitations of the existing methods for detecting FLT3-ITD. We further compared the qualitative and quantitative detection capabilities of six representative tools using simulated and biological data. Our results will provide practical guidance for researchers and clinicians to select the appropriate FLT3-ITD detection tools and highlight the direction of future developments in this field. Availability: A Docker image with several programs pre-installed is available at https://github.com/niu-lab/docker-flt3-itd to facilitate the application of FLT3-ITD detection tools.
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Affiliation(s)
- Danyang Yuan
- Computer Network Information Center, Chinese Academy of Sciences. She is mainly engaged in leukaemia-related bioinformatics and cancer genomics research. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Xiaoyu He
- Computer Network Information Center, Chinese Academy of Sciences. She is mainly engaged in research related to the cancer genome and construction of the Chinese Cancer Genome Database. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Xinyin Han
- Computer Network Information Center, Chinese Academy of Sciences. He is mainly engaged in cancer genomics research focusing on the precise detection of tumour immunotherapy biomarkers. His affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Chunyan Yang
- Vice Director of the Laboratory of ChosenMed Technology (Beijing) Co., Ltd. She is mainly engaged in research regarding solid tumours and haematologic malignancy using multiple approaches, including next-generation sequencing. Her affiliation is with ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Fei Liu
- bioinformatics analysis engineer of ChosenMed Technology (Beijing) Co., Ltd. She is mainly engaged in the collection of biological information and analysis of genomic and cancer data or other biological information. Her affiliation is with ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Shuying Zhang
- Computer Network Information Center, Chinese Academy of Sciences. Her research mainly focuses on the cancer genome and bioinformatics. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Haijing Luan
- Computer Network Information Center, Chinese Academy of Sciences. She is mainly engaged in researching cancers of unknown primary sites (CUP) based on deep learning. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Ruilin Li
- Computer Network Information Center, Chinese Academy of Sciences. Her research interests include high-performance computing and bioinformatics. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Jiayin He
- George Washington University. She is currently researching at the Computer Network Information Center, Chinese Academy of Sciences. Her research interests include biostatistics and computational statistics. Her affiliation is with Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiaohong Duan
- Laboratory of ChosenMed Technology (Beijing) Co., Ltd. She is mainly engaged in the research of solid tumours and haematologic malignancies using multiple approaches, including next-generation sequencing. Her affiliation is with ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Dongliang Wang
- Harbin Medical University. He is now the Chief Medical Officer of ChosenMed Technology (Beijing). His research mainly focuses on the mining and verification of molecular markers for tumour therapy. His affiliation is with ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Qiming Zhou
- CTO of ChosenMed Technology (Beijing) Co., Ltd. He is mainly engaged in the development of new molecular diagnostics technologies in genetic testing. His affiliation is with ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Sujun Gao
- Department of Haematology, The First Hospital of Jilin University. Her research mainly focuses on the experimental and clinical research of malignant haematological disorders and haematopoietic stem cell transplantation. Her affiliation is with Department of Haematology, The First Hospital of Jilin University, Changchun 130021, China
| | - Beifang Niu
- Computer Network Information Center, Chinese Academy of Sciences. His research interests include cancer genomics, metagenomics, and the development of computational tools for working with data from next-generation sequencing technologies. His affiliation is with Computer Network Information Center, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Beijing 100190, China, ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
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