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Boudry A, Darmon S, Duployez N, Figeac M, Geffroy S, Bucci M, Celli-Lebras K, Duchmann M, Joudinaud R, Fenwarth L, Nibourel O, Goursaud L, Itzykson R, Dombret H, Hunault M, Preudhomme C, Salson M. Frugal alignment-free identification of FLT3-internal tandem duplications with FiLT3r. BMC Bioinformatics 2022; 23:448. [PMID: 36307762 PMCID: PMC9617311 DOI: 10.1186/s12859-022-04983-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 10/07/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Internal tandem duplications in the FLT3 gene, termed FLT3-ITDs, are useful molecular markers in acute myeloid leukemia (AML) for patient risk stratification and follow-up. FLT3-ITDs are increasingly screened through high-throughput sequencing (HTS) raising the need for robust and efficient algorithms. We developed a new algorithm, which performs no alignment and uses little resources, to identify and quantify FLT3-ITDs in HTS data. RESULTS Our algorithm (FiLT3r) focuses on the k-mers from reads covering FLT3 exons 14 and 15. We show that those k-mers bring enough information to accurately detect, determine the length and quantify FLT3-ITD duplications. We compare the performances of FiLT3r to state-of-the-art alternatives and to fragment analysis, the gold standard method, on a cohort of 185 AML patients sequenced with capture-based HTS. On this dataset FiLT3r is more precise (no false positive nor false negative) than the other software evaluated. We also assess the software on public RNA-Seq data, which confirms the previous results and shows that FiLT3r requires little resources compared to other software. CONCLUSION FiLT3r is a free software available at https://gitlab.univ-lille.fr/filt3r/filt3r . The repository also contains a Snakefile to reproduce our experiments. We show that FiLT3r detects FLT3-ITDs better than other software while using less memory and time.
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Affiliation(s)
- Augustin Boudry
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France ,grid.503422.20000 0001 2242 6780U1277 Cancer Heterogeneity Plasticity and Resistance to Therapies (CANTHER), University of Lille, INSERM, Lille, France
| | - Sasha Darmon
- grid.503422.20000 0001 2242 6780Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France ,grid.15140.310000 0001 2175 9188ENS Lyon, Lyon, France
| | - Nicolas Duployez
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France ,grid.503422.20000 0001 2242 6780U1277 Cancer Heterogeneity Plasticity and Resistance to Therapies (CANTHER), University of Lille, INSERM, Lille, France
| | - Martin Figeac
- grid.503422.20000 0001 2242 6780Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UMS 2014 - PLBS, F-59000 Lille, France
| | - Sandrine Geffroy
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France
| | - Maxime Bucci
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France
| | - Karine Celli-Lebras
- grid.413328.f0000 0001 2300 6614Department of Hematology, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Matthieu Duchmann
- grid.508487.60000 0004 7885 7602INSERM/CNRS UMR 944/7212, Saint-Louis Research Institute, Paris Diderot University, Paris, France
| | - Romane Joudinaud
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France ,grid.503422.20000 0001 2242 6780U1277 Cancer Heterogeneity Plasticity and Resistance to Therapies (CANTHER), University of Lille, INSERM, Lille, France
| | - Laurène Fenwarth
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France ,grid.503422.20000 0001 2242 6780U1277 Cancer Heterogeneity Plasticity and Resistance to Therapies (CANTHER), University of Lille, INSERM, Lille, France
| | - Olivier Nibourel
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France
| | - Laure Goursaud
- grid.410463.40000 0004 0471 8845Hematology Department, CHU LILLE, Lille, France
| | - Raphael Itzykson
- grid.413328.f0000 0001 2300 6614Department of Hematology, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France ,grid.508487.60000 0004 7885 7602INSERM/CNRS UMR 944/7212, Saint-Louis Research Institute, Paris Diderot University, Paris, France
| | - Hervé Dombret
- grid.413328.f0000 0001 2300 6614Department of Hematology, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Mathilde Hunault
- grid.7252.20000 0001 2248 3363Univ Angers, Université de Nantes, CHU Angers, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000 Angers, France
| | - Claude Preudhomme
- grid.410463.40000 0004 0471 8845Hematology Laboratory, Centre de Biologie Pathologie Génétique, CHU Lille, Lille, France ,grid.503422.20000 0001 2242 6780U1277 Cancer Heterogeneity Plasticity and Resistance to Therapies (CANTHER), University of Lille, INSERM, Lille, France
| | - Mikaël Salson
- grid.503422.20000 0001 2242 6780Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France
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Castillo Tokumori F, Komrokji R, Kuykendall AT. Stepping out of antiquity: An update on emerging drugs for the treatment of polycythemia vera. Expert Opin Emerg Drugs 2021; 26:209-218. [PMID: 34139920 DOI: 10.1080/14728214.2021.1945579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: Polycythemia vera is a chronic hematologic malignancy frequently presented with constitutional symptoms and associated with an increased risk of thrombosis, hemorrhage, and progression to myelofibrosis or acute myeloid leukemia. Current treatment strategies reduce thrombohemorrhagic risk by controlling blood counts and inhibiting platelets, but often fail to address disease-related symptoms or biologically modify the disease.Areas covered: We review the current paradigm for treating polycythemia vera, highlight areas of unmet need, review therapeutic agents in late stage clinical development, and provide an overarching view of how these emerging agent may fit into the future armamentarium of polycythemia vera treatments.Expert opinion: The shift from focusing solely on secondary prevention of thrombohemorrhagic events to a comprehensive treatment strategy that additionally aims to improve quality of life and prevent disease progression has resulted in a rapidly evolving therapeutic landscape that promises to move the treatment of polycythemia vera out of antiquity into the modern age.
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Affiliation(s)
| | - Rami Komrokji
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, USA
| | - Andrew T Kuykendall
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, USA
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Miura K, Iriyama N, Hatta Y, Takei M. Personalized patient care with aggressive hematological malignancies in non-responders to first-line treatment. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2021. [DOI: 10.1080/23808993.2021.1903314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Katsuhiro Miura
- Tumor Center, Nihon University Itabashi Hospital, 173-8610, Itabashi city, Japan
- Department of Hematology and Rheumatology, Nihon University School of Medicine, 173-8610, Itabashi city, Tokyo, Japan
| | - Noriyoshi Iriyama
- Department of Hematology and Rheumatology, Nihon University School of Medicine, 173-8610, Itabashi city, Tokyo, Japan
| | - Yoshihiro Hatta
- Department of Hematology and Rheumatology, Nihon University School of Medicine, 173-8610, Itabashi city, Tokyo, Japan
| | - Masami Takei
- Department of Hematology and Rheumatology, Nihon University School of Medicine, 173-8610, Itabashi city, Tokyo, Japan
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Ganguly S, Cortes JE, Krämer A, Levis MJ, Martinelli G, Perl AE, Russell NH, Arunachalam M, Santos CD, Gammon G, Lesegretain A, Mires DE, Pham H, Wang Y, Khaled SK. Clinical Outcomes in Patients with FLT3-ITD-Mutated Relapsed/Refractory Acute Myelogenous Leukemia Undergoing Hematopoietic Stem Cell Transplantation after Quizartinib or Salvage Chemotherapy in the QuANTUM-R Trial. Transplant Cell Ther 2020; 27:153-162. [PMID: 33017662 DOI: 10.1016/j.bbmt.2020.09.036] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 09/23/2020] [Accepted: 09/27/2020] [Indexed: 12/14/2022]
Abstract
Despite the substantial clinical activity of fms-related tyrosine kinase 3 (FLT3) inhibitors in relapsed or refractory (R/R) FLT3-ITD‒positive acute myelogenous leukemia (AML), durable remissions and prolonged survival in this population require allogeneic hematopoietic stem cell transplantation (allo-HSCT). Quizartinib, a once-daily oral, highly potent, and selective FLT3 inhibitor, significantly prolonged overall survival (OS) and improved clinical benefit compared with salvage chemotherapy (median OS, 6.2 months versus 4.7 months; hazard ratio [HR], .76; 95% confidence interval [CI], .58 to .98; P = .018; composite complete remission [CRc] rate, 48% versus 27%; median duration of CRc, 2.8 months versus 1.2 months; mortality rate, .8% versus 14% by day 30, 7% versus 24% by day 60) in patients with R/R FLT3-ITD AML in the phase 3 QuANTUM-R trial. In this post hoc analysis, we described the characteristics of and clinical outcomes in patients who underwent on-study HSCT in QuANTUM-R at the investigator's discretion and institutional practices. Of 367 randomized patients, 78 (32%) in the quizartinib arm and 14 (11%) in the salvage chemotherapy arm underwent on-study allo-HSCT without any intervening therapy for AML after quizartinib or study-specified salvage chemotherapy. Pooled data of patients from both treatment arms showed a longer median overall survival (OS) in transplant recipients versus those treated without allo-HSCT (12.2 months versus 4.4 months; HR, .315; 95% CI, .233 to .427). Pooled data also showed a longer median OS in patients with a last recorded response of CRc before allo-HSCT versus patients without a CRc (20.1 months versus 8.8 months; HR, .506; 95% CI, .296 to .864). By treatment arm, the median OS was 25.1 months with quizartinib and 20.1 months with salvage chemotherapy in patients with a last recorded response of CRc before allo-HSCT. Forty-eight patients in the quizartinib arm continued quizartinib treatment after allo-HSCT. In the 31 patients with a last recorded response of CRc before allo-HSCT who continued quizartinib after allo-HSCT, the median OS was 27.1 months. Continuation of quizartinib after allo-HSCT was tolerable, and no new safety signals were identified. These results suggest that post-transplantation survival following salvage chemotherapy and quizartinib treatment are similar. However, quizartinib response occurs more frequently than with salvage chemotherapy, potentially allowing more patients to undergo transplantation and achieve durable clinical benefit. In addition, post-transplant quizartinib was found to be tolerable and may be associated with prolonged survival in some patients, highlighting its potential value in the management of patients with FLT3-ITD R/R AML.
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Affiliation(s)
- Siddhartha Ganguly
- Division of Hematological Malignancies and Cellular Therapeutics, The University of Kansas Health System, Kansas City, Kansas.
| | - Jorge E Cortes
- Division of Hematology and SCT, Georgia Cancer Center, Augusta, GA
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, Heidelberg University and German Cancer Research Center, Heidelberg, Germany
| | - Mark J Levis
- Hematologic Malignancies and Bone Marrow Transplant Program, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - Giovanni Martinelli
- Hematology Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori, IRCCS, Meldola, Italy
| | - Alexander E Perl
- Division of Hematology/Oncology, Perelman Center for Advanced Medicine, Abramson Cancer Center of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Nigel H Russell
- Department of Haematology, Centre for Clinical Haematology, Nottingham University Hospital, Nottingham, UK
| | - Meena Arunachalam
- Global Medical Affairs, Oncology, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | - Cedric Dos Santos
- Translational Sciences, Global Oncology R&D, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | - Guy Gammon
- Global Medical Affairs, Oncology, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | | | - Derek E Mires
- Global Oncology R&D, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | - Hoang Pham
- Clinical Safety, Global Oncology, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | - Yibin Wang
- Biostatistics, Daiichi Sankyo, Inc, Basking Ridge, New Jersey
| | - Samer K Khaled
- Department of Hematology & Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, California
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