1
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Coleman DJL, Keane P, Luque-Martin R, Chin PS, Blair H, Ames L, Kellaway SG, Griffin J, Holmes E, Potluri S, Assi SA, Bushweller J, Heidenreich O, Cockerill PN, Bonifer C. Gene regulatory network analysis predicts cooperating transcription factor regulons required for FLT3-ITD+ AML growth. Cell Rep 2023; 42:113568. [PMID: 38104314 PMCID: PMC10874628 DOI: 10.1016/j.celrep.2023.113568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 11/03/2023] [Accepted: 11/27/2023] [Indexed: 12/19/2023] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease caused by different mutations. Previously, we showed that each mutational subtype develops its specific gene regulatory network (GRN) with transcription factors interacting within multiple gene modules, many of which are transcription factor genes themselves. Here, we hypothesize that highly connected nodes within such networks comprise crucial regulators of AML maintenance. We test this hypothesis using FLT3-ITD-mutated AML as a model and conduct an shRNA drop-out screen informed by this analysis. We show that AML-specific GRNs predict crucial regulatory modules required for AML growth. Furthermore, our work shows that all modules are highly connected and regulate each other. The careful multi-omic analysis of the role of one (RUNX1) module by shRNA and chemical inhibition shows that this transcription factor and its target genes stabilize the GRN of FLT3-ITD+ AML and that its removal leads to GRN collapse and cell death.
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Affiliation(s)
- Daniel J L Coleman
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Peter Keane
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK; School of Biosciences, University of Birmingham, Birmingham B15 2TT, U.K
| | - Rosario Luque-Martin
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK
| | - Paulynn S Chin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Helen Blair
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK
| | - Luke Ames
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Sophie G Kellaway
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - James Griffin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Elizabeth Holmes
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Sandeep Potluri
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Salam A Assi
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - John Bushweller
- University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
| | - Olaf Heidenreich
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK; Prinses Máxima Centrum for Pediatric Oncology, Postbus 113, 3720 AC Bilthoven, Heidelberglaan 25, 3584CS Utrecht, the Netherlands.
| | - Peter N Cockerill
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
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2
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Yu Z, Yao Y, Zhang Y, Chen J, Xu Y, Xue S, Qiu H, Tang X, Han Y, Chen S, Sun A, Wu D, Wang Y. Outcomes of adult patients with type 1 primary refractory acute myeloid leukemia: a single center experience. Hematology 2023; 28:2212534. [PMID: 37191301 DOI: 10.1080/16078454.2023.2212534] [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: 05/17/2023] Open
Abstract
Adult patients with newly diagnosed de novo acute myeloid leukemia (AML), who had less than a 50% reduction in blast numbers and with > 15% residual blasts after first cycle of induction chemotherapy, defined as type 1 primary refractory (REF1), have grave prognosis. We retrospectively analyzed the data of 58 patients with REF1 who received salvage treatments with curative intension to evaluate the impact of salvage regimens with regard to response and overall survival (OS). Seventeen patients received intermediate- or high-dose cytarabine (ID/HD Ara-C) based intensive salvage chemotherapy, 36 patients received G-CSF primed less intensive chemotherapy and 5 patients received novel targeted drugs based low intensive therapy. The CR/CRi and MLFS rate was 6/17 and 2/17, 14/36 and 3/36, 3/5 and 0/5, respectively. The median OS for the whole cohort was 20.3 months. Median OS was comparable between the 3 arms. Overall, 42 patients underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT), 14 patients in the intensive arm, 24 patients in the less intensive arm and 4 patients in the low intensive arm. Median survival for allo-HSCT patients was significantly longer than for non-allo-HSCT patients (38.8 months vs. 2.1 months, p < 0.001). In multivariate analysis, achievement of CR/CRi after the salvage regimen were predictive of OS. We conclude that no significant difference in outcome among traditional salvage regimens in patients with REF1. G-CSF primed less intensive chemotherapy could serve as an alternative of ID/HD Ara-C based intensive chemotherapy and allo-HSCT is indispensable for long-term survival.
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Affiliation(s)
- Zhiyou Yu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yao Yao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yanming Zhang
- Department of Hematology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an, People's Republic of China
| | - Jia Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Yang Xu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
| | - Shengli Xue
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Huiying Qiu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Xiaowen Tang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
| | - Yue Han
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
| | - Suning Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
| | - Aining Sun
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Ying Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
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3
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Morales ML, García-Vicente R, Rodríguez-García A, Reyes-Palomares A, Vincelle-Nieto Á, Álvarez N, Ortiz-Ruiz A, Garrido-García V, Giménez A, Carreño-Tarragona G, Sánchez R, Ayala R, Martínez-López J, Linares M. Posttranslational splicing modifications as a key mechanism in cytarabine resistance in acute myeloid leukemia. Leukemia 2023; 37:1649-1659. [PMID: 37422594 PMCID: PMC10400425 DOI: 10.1038/s41375-023-01963-4] [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: 02/07/2023] [Revised: 06/14/2023] [Accepted: 06/29/2023] [Indexed: 07/10/2023]
Abstract
Despite the approval of several drugs for AML, cytarabine is still widely used as a therapeutic approach. However, 85% of patients show resistance and only 10% overcome the disease. Using RNA-seq and phosphoproteomics, we show that RNA splicing and serine-arginine-rich (SR) proteins phosphorylation were altered during cytarabine resistance. Moreover, phosphorylation of SR proteins at diagnosis were significantly lower in responder than non-responder patients, pointing to their utility to predict response. These changes correlated with altered transcriptomic profiles of SR protein target genes. Notably, splicing inhibitors were therapeutically effective in treating sensitive and resistant AML cells as monotherapy or combination with other approved drugs. H3B-8800 and venetoclax combination showed the best efficacy in vitro, demonstrating synergistic effects in patient samples and no toxicity in healthy hematopoietic progenitors. Our results establish that RNA splicing inhibition, alone or combined with venetoclax, could be useful for the treatment of newly diagnosed or relapsed/refractory AML.
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Affiliation(s)
- María Luz Morales
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain.
| | - Roberto García-Vicente
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Alba Rodríguez-García
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Armando Reyes-Palomares
- Department of Biochemistry and Molecular Biology, Veterinary School, Universidad Complutense de Madrid, ES 28040, Madrid, Spain
| | - África Vincelle-Nieto
- Department of Biochemistry and Molecular Biology, Veterinary School, Universidad Complutense de Madrid, ES 28040, Madrid, Spain
| | - Noemí Álvarez
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Alejandra Ortiz-Ruiz
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Vanesa Garrido-García
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Alicia Giménez
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Gonzalo Carreño-Tarragona
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Ricardo Sánchez
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
| | - Rosa Ayala
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
- Department of Medicine, Medicine School, Universidad Complutense de Madrid, ES 28040, Madrid, Spain
| | - Joaquín Martínez-López
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain
- Department of Medicine, Medicine School, Universidad Complutense de Madrid, ES 28040, Madrid, Spain
| | - María Linares
- Department of Translational Hematology, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, Hospital 12 de Octubre - Centro Nacional de Investigaciones Oncológicas, CIBERONC, ES 28041, Madrid, Spain.
- Department of Biochemistry and Molecular Biology, Pharmacy School, Universidad Complutense de Madrid, ES 28040, Madrid, Spain.
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4
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Coleman DJL, Keane P, Luque-Martin R, Chin PS, Blair H, Ames L, Kellaway SG, Griffin J, Holmes E, Potluri S, Assi SA, Bushweller J, Heidenreich O, Cockerill PN, Bonifer C. Gene regulatory network analysis predicts cooperating transcription factor regulons required for FLT3-ITD+ AML growth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.18.549495. [PMID: 37503022 PMCID: PMC10370108 DOI: 10.1101/2023.07.18.549495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
AML is a heterogenous disease caused by different mutations. We have previously shown that each mutational sub-type develops its specific gene regulatory network (GRN) with transcription factors interacting with multiple gene modules, many of which are transcription factor genes themselves. Here we hypothesized that highly connected nodes within such networks comprise crucial regulators of AML maintenance. We tested this hypothesis using FLT3-ITD mutated AML as a model and conducted an shRNA drop-out screen informed by this analysis. We show that AML-specific GRNs predict identifying crucial regulatory modules required for AML but not normal cellular growth. Furthermore, our work shows that all modules are highly connected and regulate each other. The careful multi-omic analysis of the role of one (RUNX1) module by shRNA and chemical inhibition shows that this transcription factor and its target genes stabilize the GRN of FLT3-ITD AML and that its removal leads to GRN collapse and cell death.
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Affiliation(s)
- Daniel J L Coleman
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Peter Keane
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Rosario Luque-Martin
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
| | - Paulynn S Chin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Helen Blair
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
| | - Luke Ames
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Sophie G Kellaway
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - James Griffin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Elizabeth Holmes
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Sandeep Potluri
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Salam A Assi
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - John Bushweller
- University of Virginia, 1340 Jefferson Park Ave, Charlottesville, VA 22908, USA
| | - Olaf Heidenreich
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
- Prinses Máxima Centrum for Pediatric Oncology, Postbus 113, 3720 AC Bilthoven, Heidelberglaan 25, 3584CS Utrecht, Netherlands
| | - Peter N Cockerill
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
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5
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Begna KH, Kittur J, Gangat N, Alkhateeb H, Patnaik MS, Al-Kali A, Elliott MA, Hogan WJ, Litzow MR, Pardanani A, Hanson CA, Ketterling RP, Tefferi A. European LeukemiaNet-defined primary refractory acute myeloid leukemia: the value of allogeneic hematopoietic stem cell transplant and overall response. Blood Cancer J 2022; 12:7. [PMID: 35039473 PMCID: PMC8764050 DOI: 10.1038/s41408-022-00606-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/19/2021] [Accepted: 11/03/2021] [Indexed: 11/15/2022] Open
Abstract
We sought to appraise the value of overall response and salvage chemotherapy, inclusive of allogeneic hematopoietic stem cell transplant (AHSCT), in primary refractory acute myeloid leukemia (prAML). For establishing consistency in clinical practice, the 2017 European LeukemiaNet (ELN) defines prAML as failure to attain CR after at least 2 courses of intensive induction chemotherapy. Among 60 consecutive patients (median age 63 years) correspondent with ELN-criteria for prAML, salvage was documented in 48 cases, 30/48 (63%) being administered intensive chemotherapy regimens and 2/48 consolidated with AHSCT as first line salvage. 13/48 (27%) attained response: CR, 7/13 (54%), CRi, 2/13 (15%), MLFS, 4/13 (31%). The CR/CRi rate was 9/48 (19%), with CR rate of 7/48 (15%). On univariate analysis, intermediate-risk karyotype was the only predictor of response (44% vs 17% in unfavorable karyotype; P = 0.04). Administration of any higher-dose (>1 g/m2) cytarabine intensive induction (P = 0.50), intensive salvage chemotherapy (P = 0.72), targeted salvage (FLT3 or IDH inhibitors) (P = 0.42), greater than 1 salvage regimen (P = 0.89), age < 60 years (P = 0.30), and de novo AML (P = 0.10) did not enhance response achievement, nor a survival advantage. AHSCT was performed in 12 patients with (n = 8) or without (n = 4) CR/CRi/MLFS. 1/2/5-year overall survival (OS) rates were 63%/38%/33% in patients who received AHSCT (n = 12) vs 27%/0%/0% in those who achieved CR/CRi/MLFS but were not transplanted (n = 5), vs 14%/0%/0% who were neither transplanted nor achieved CR/CRi/MLFS (n = 43; P < 0.001); the median OS was 18.6, 12.6 and 5.6 months, respectively. Although CR/CRi/MLFS bridged to AHSCT (n = 8), appeared to manifest a longer median OS (20 months), vs (13.4 months) for those with no response consolidated with AHSCT (n = 4), the difference was not significant P = 0.47. We conclude AHSCT as indispensable for securing long-term survival in prAML (p = 0.03 on multivariate analysis), irrespective of response achievement.
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Affiliation(s)
- K H Begna
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - J Kittur
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - N Gangat
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - H Alkhateeb
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - M S Patnaik
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - A Al-Kali
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - M A Elliott
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - W J Hogan
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - M R Litzow
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - A Pardanani
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA
| | - C A Hanson
- Division of Hematopathology, Department of Laboratory Medicine, Mayo Clinic, Rochester, MN, USA
| | - R P Ketterling
- Division of Cytogenetics, Department of Laboratory Medicine, Mayo Clinic, Rochester, MN, USA
| | - A Tefferi
- Division of Hematology and Department of Internal Medicine, Rochester, MN, USA.
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6
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Moser C, Jurinovic V, Sagebiel-Kohler S, Ksienzyk B, Batcha AMN, Dufour A, Schneider S, Rothenberg-Thurley M, Sauerland CM, Görlich D, Berdel WE, Krug U, Mansmann U, Hiddemann W, Braess J, Spiekermann K, Greif PA, Vosberg S, Metzeler KH, Kumbrink J, Herold T. A clinically applicable gene expression-based score predicts resistance to induction treatment in acute myeloid leukemia. Blood Adv 2021; 5:4752-4761. [PMID: 34535016 PMCID: PMC8759116 DOI: 10.1182/bloodadvances.2021004814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 07/06/2021] [Indexed: 11/20/2022] Open
Abstract
Prediction of resistant disease at initial diagnosis of acute myeloid leukemia (AML) can be achieved with high accuracy using cytogenetic data and 29 gene expression markers (Predictive Score 29 Medical Research Council; PS29MRC). Our aim was to establish PS29MRC as a clinically usable assay by using the widely implemented NanoString platform and further validate the classifier in a more recently treated patient cohort. Analyses were performed on 351 patients with newly diagnosed AML intensively treated within the German AML Cooperative Group registry. As a continuous variable, PS29MRC performed best in predicting induction failure in comparison with previously published risk models. The classifier was strongly associated with overall survival. We were able to establish a previously defined cutoff that allows classifier dichotomization (PS29MRCdic). PS29MRCdic significantly identified induction failure with 59% sensitivity, 77% specificity, and 72% overall accuracy (odds ratio, 4.81; P = 4.15 × 10-10). PS29MRCdic was able to improve the European Leukemia Network 2017 (ELN-2017) risk classification within every category. The median overall survival with high PS29MRCdic was 1.8 years compared with 4.3 years for low-risk patients. In multivariate analysis including ELN-2017 and clinical and genetic markers, only age and PS29MRCdic were independent predictors of refractory disease. In patients aged ≥60 years, only PS29MRCdic remained as a significant variable. In summary, we confirmed PS29MRC as a valuable classifier to identify high-risk patients with AML. Risk classification can still be refined beyond ELN-2017, and predictive classifiers might facilitate clinical trials focusing on these high-risk patients with AML.
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Affiliation(s)
- Christian Moser
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
| | - Vindi Jurinovic
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- Department of Pediatrics, Dr. von Hauner Children’s Hospital
| | | | - Bianka Ksienzyk
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
| | - Aarif M. N. Batcha
- Institute for Medical Information Processing, Biometry, and Epidemiology, LMU Munich, Munich, Germany
- DIFUTURE, Data Integration for Future Medicine (DiFuture, www.difuture.de)
| | - Annika Dufour
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
| | - Stephanie Schneider
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- Institute of Human Genetics, University Hospital, LMU Munich, Munich, Germany
| | - Maja Rothenberg-Thurley
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
| | | | | | - Wolfgang E. Berdel
- Department of Medicine, Hematology, and Oncology, University of Münster, Münster, Germany
| | - Utz Krug
- Department of Medicine III, Hospital Leverkusen, Leverkusen, Germany
| | - Ulrich Mansmann
- Institute for Medical Information Processing, Biometry, and Epidemiology, LMU Munich, Munich, Germany
- DIFUTURE, Data Integration for Future Medicine (DiFuture, www.difuture.de)
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Wolfgang Hiddemann
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Jan Braess
- Department of Oncology and Hematology, Hospital Barmherzige Brüder, Regensburg, Germany; and
| | - Karsten Spiekermann
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Philipp A. Greif
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Sebastian Vosberg
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Klaus H. Metzeler
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Medical Clinic and Policlinic I, Hematology and Cellular Therapy, Leipzig University Hospital, Leipzig, Germany
| | - Jörg Kumbrink
- Institute of Pathology
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Tobias Herold
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, University Hospital
- Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Zentrum München, German Center for Environmental Health (HMGU), Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
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Ferrara F, Picardi A. Is outcome of older people with acute myeloid leukemia improving with new therapeutic approaches and stem cell transplantation? Expert Rev Hematol 2020; 13:99-108. [PMID: 31922453 DOI: 10.1080/17474086.2020.1715207] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Introduction: The clinical outcome of older patients with acute myeloid leukemia (AML) is still poor, especially for those who are unfit to treatments aimed at altering the natural course of the disease. Hypomethylating agents (HMA) offer an important therapeutic opportunity to a consistent number of patients, but long-term results are largely unsatisfactory.Area covered: Recently, a number of new agents have been registered for AML, some of which selectively available for older patient population, with promising results in terms of response rate and survival. Furthermore, the upper age limit for allogeneic stem cell transplantation is constantly increasing, so that this procedure is offered and actually given to an increasing number of older patients with AML. A literature review was conducted of the PubMed database for articles published in English as well as for abstracts from most important and recent hematology meetings on AML in older patients.Expert opinion: Appropriate selection among different options on the basis of clinical fitness and molecular findings at diagnosis as well as at relapse would result in improvement of therapeutic results, sparing unnecessary toxicity and optimizing health systems resources.
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Affiliation(s)
- Felicetto Ferrara
- Division of Hematology and Stem Cell Transplantation Program, AORN Cardarelli Hospital, Naples, Italy
| | - Alessandra Picardi
- Division of Hematology and Stem Cell Transplantation Program, AORN Cardarelli Hospital, Naples, Italy.,Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
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