1
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Bhattarai KR, Mobley RJ, Barnett KR, Ferguson DC, Hansen BS, Diedrich JD, Bergeron BP, Yoshimura S, Yang W, Crews KR, Manring CS, Jabbour E, Paietta E, Litzow MR, Kornblau SM, Stock W, Inaba H, Jeha S, Pui CH, Cheng C, Pruett-Miller SM, Relling MV, Yang JJ, Evans WE, Savic D. Investigation of inherited noncoding genetic variation impacting the pharmacogenomics of childhood acute lymphoblastic leukemia treatment. Nat Commun 2024; 15:3681. [PMID: 38693155 PMCID: PMC11063049 DOI: 10.1038/s41467-024-48124-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 04/18/2024] [Indexed: 05/03/2024] Open
Abstract
Defining genetic factors impacting chemotherapy failure can help to better predict response and identify drug resistance mechanisms. However, there is limited understanding of the contribution of inherited noncoding genetic variation on inter-individual differences in chemotherapy response in childhood acute lymphoblastic leukemia (ALL). Here we map inherited noncoding variants associated with treatment outcome and/or chemotherapeutic drug resistance to ALL cis-regulatory elements and investigate their gene regulatory potential and target gene connectivity using massively parallel reporter assays and three-dimensional chromatin looping assays, respectively. We identify 54 variants with transcriptional effects and high-confidence gene connectivity. Additionally, functional interrogation of the top variant, rs1247117, reveals changes in chromatin accessibility, PU.1 binding affinity and gene expression, and deletion of the genomic interval containing rs1247117 sensitizes cells to vincristine. Together, these data demonstrate that noncoding regulatory variants associated with diverse pharmacological traits harbor significant effects on allele-specific transcriptional activity and impact sensitivity to antileukemic agents.
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Affiliation(s)
- Kashi Raj Bhattarai
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Robert J Mobley
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Kelly R Barnett
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Daniel C Ferguson
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Baranda S Hansen
- Center for Advanced Genome Engineering, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Jonathan D Diedrich
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Brennan P Bergeron
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Satoshi Yoshimura
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Advanced Pediatric Medicine, Tohoku University School of Medicine, Tokyo, Japan
| | - Wenjian Yang
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Kristine R Crews
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Christopher S Manring
- Alliance Hematologic Malignancy Biorepository; Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH, 43210, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Mark R Litzow
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Steven M Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wendy Stock
- Comprehensive Cancer Center, University of Chicago Medicine, Chicago, IL, USA
| | - Hiroto Inaba
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Sima Jeha
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Ching-Hon Pui
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Shondra M Pruett-Miller
- Center for Advanced Genome Engineering, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Mary V Relling
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Jun J Yang
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - William E Evans
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Daniel Savic
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN, 38163, USA.
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2
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Huang X, Li Y, Zhang J, Yan L, Zhao H, Ding L, Bhatara S, Yang X, Yoshimura S, Yang W, Karol SE, Inaba H, Mullighan C, Litzow M, Zhu X, Zhang Y, Stock W, Jain N, Jabbour E, Kornblau SM, Konopleva M, Pui CH, Paietta E, Evans W, Yu J, Yang JJ. Single-cell systems pharmacology identifies development-driven drug response and combination therapy in B cell acute lymphoblastic leukemia. Cancer Cell 2024; 42:552-567.e6. [PMID: 38593781 PMCID: PMC11008188 DOI: 10.1016/j.ccell.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 02/19/2024] [Accepted: 03/11/2024] [Indexed: 04/11/2024]
Abstract
Leukemia can arise at various stages of the hematopoietic differentiation hierarchy, but the impact of developmental arrest on drug sensitivity is unclear. Applying network-based analyses to single-cell transcriptomes of human B cells, we define genome-wide signaling circuitry for each B cell differentiation stage. Using this reference, we comprehensively map the developmental states of B cell acute lymphoblastic leukemia (B-ALL), revealing its strong correlation with sensitivity to asparaginase, a commonly used chemotherapeutic agent. Single-cell multi-omics analyses of primary B-ALL blasts reveal marked intra-leukemia heterogeneity in asparaginase response: resistance is linked to pre-pro-B-like cells, with sensitivity associated with the pro-B-like population. By targeting BCL2, a driver within the pre-pro-B-like cell signaling network, we find that venetoclax significantly potentiates asparaginase efficacy in vitro and in vivo. These findings demonstrate a single-cell systems pharmacology framework to predict effective combination therapies based on intra-leukemia heterogeneity in developmental state, with potentially broad applications beyond B-ALL.
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Affiliation(s)
- Xin Huang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, Anhui 230601, China
| | - Yizhen Li
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Department of Hematology, Children's Hospital of Soochow University, Suzhou, Jiangsu 215003, China
| | - Jingliao Zhang
- Department of Pediatrics Blood Diseases Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Lei Yan
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Huanbin Zhao
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Liang Ding
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Sheetal Bhatara
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Xu Yang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Satoshi Yoshimura
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Wenjian Yang
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Seth E Karol
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Charles Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Mark Litzow
- Division of Hematology, Mayo Clinic, Rochester, MN 55905, USA
| | - Xiaofan Zhu
- Department of Pediatrics Blood Diseases Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Yingchi Zhang
- Department of Pediatrics Blood Diseases Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Wendy Stock
- Department of Medicine Section of Hematology-Oncology, University of Chicago, Chicago, IL 60637, USA
| | - Nitin Jain
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Elias Jabbour
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Steven M Kornblau
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Marina Konopleva
- Department of Oncology and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Elisabeth Paietta
- Cancer Center, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - William Evans
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jiyang Yu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Jun J Yang
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
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3
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Barnett KR, Mobley RJ, Diedrich JD, Bergeron BP, Bhattarai KR, Monovich AC, Narina S, Yang W, Crews KR, Manring CS, Jabbour E, Paietta E, Litzow MR, Kornblau SM, Stock W, Inaba H, Jeha S, Pui CH, Mullighan CG, Relling MV, Pruett-Miller SM, Ryan RJ, Yang JJ, Evans WE, Savic D. Epigenomic mapping reveals distinct B cell acute lymphoblastic leukemia chromatin architectures and regulators. Cell Genom 2023; 3:100442. [PMID: 38116118 PMCID: PMC10726428 DOI: 10.1016/j.xgen.2023.100442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 08/30/2023] [Accepted: 10/20/2023] [Indexed: 12/21/2023]
Abstract
B cell lineage acute lymphoblastic leukemia (B-ALL) is composed of diverse molecular subtypes, and while transcriptional and DNA methylation profiling has been extensively examined, the chromatin landscape is not well characterized for many subtypes. We therefore mapped chromatin accessibility using ATAC-seq in primary B-ALL cells from 156 patients spanning ten molecular subtypes and present this dataset as a resource. Differential chromatin accessibility and transcription factor (TF) footprint profiling were employed and identified B-ALL cell of origin, TF-target gene interactions enriched in B-ALL, and key TFs associated with accessible chromatin sites preferentially active in B-ALL. We further identified over 20% of accessible chromatin sites exhibiting strong subtype enrichment and candidate TFs that maintain subtype-specific chromatin architectures. Over 9,000 genetic variants were uncovered, contributing to variability in chromatin accessibility among patient samples. Our data suggest that distinct chromatin architectures are driven by diverse TFs and inherited genetic variants that promote unique gene-regulatory networks.
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Affiliation(s)
- Kelly R. Barnett
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Robert J. Mobley
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Jonathan D. Diedrich
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Brennan P. Bergeron
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Kashi Raj Bhattarai
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Alexander C. Monovich
- Department of Pathology, University of Michigan–Ann Arbor, Rogel Cancer Center, Ann Arbor, MI 48109, USA
| | - Shilpa Narina
- Center for Advanced Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Wenjian Yang
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Kristine R. Crews
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Christopher S. Manring
- Alliance Hematologic Malignancy Biorepository, Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH 43210, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Elisabeth Paietta
- Department of Oncology, Montefiore Medical Center, Bronx, NY 10467, USA
| | - Mark R. Litzow
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Wendy Stock
- University of Chicago Comprehensive Cancer Center, Chicago, IL 60637, USA
| | - Hiroto Inaba
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Sima Jeha
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Ching-Hon Pui
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Charles G. Mullighan
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Mary V. Relling
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Shondra M. Pruett-Miller
- Center for Advanced Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Russell J.H. Ryan
- Department of Pathology, University of Michigan–Ann Arbor, Rogel Cancer Center, Ann Arbor, MI 48109, USA
| | - Jun J. Yang
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38105, USA
| | - William E. Evans
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Daniel Savic
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38105, USA
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4
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Foran JM, Sun Z, Lai C, Fernandez HF, Cripe LD, Ketterling RP, Racevskis J, Luger SM, Paietta E, Lazarus HM, Zhang Y, Bennett JM, Levine RL, Rowe JM, Litzow MR, Tallman MS. Obesity in adult acute myeloid leukemia is not associated with inferior response or survival even when dose capping anthracyclines: An ECOG-ACRIN analysis. Cancer 2023; 129:2479-2490. [PMID: 37185873 PMCID: PMC10932613 DOI: 10.1002/cncr.34807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 02/04/2023] [Accepted: 03/02/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Obesity (body mass index [BMI] ≥30 kg/m2 ) is an important epidemiological risk factor for developing acute myeloid leukemia (AML). Therefore, the authors studied the association of obesity with clinical and genetic phenotype and its impact on outcome in adults with AML. METHODS The authors analyzed BMI in 1088 adults who were receiving intensive remission induction and consolidation therapy in two prospective, randomized therapeutic clinical trials of the Eastern Cooperative Oncology Group-American College of Radiology Imaging Network: E1900 (ClinicalTrials.gov identifier NCT00049517; patients younger than 60 years) and E3999 (ClinicalTrials.gov identifier NCT00046930; patients aged 60 years or older). RESULTS Obesity was prevalent at diagnosis (33%) and, compared with nonobesity, was associated with intermediate-risk cytogenetics group (p = .008), poorer performance status (p = .01), and a trend toward older age (p = .06). Obesity was not associated with somatic mutations among a selected 18-gene panel that was tested in a subset of younger patients. Obesity was not associated with clinical outcome (including complete remission, early death, or overall survival), and the authors did not identify any patient subgroup that had inferior outcomes based on BMI. Obese patients were significantly more likely to receive <90% of the intended daunorubicin dose despite protocol specification, particularly in the E1900 high-dose (90 mg/m2 ) daunorubicin arm (p = .002); however, this did not correlate with inferior overall survival on multivariate analysis (hazard ratio, 1.39; 95% confidence interval, 0.90-2.13; p = .14). CONCLUSIONS Obesity is associated with unique clinical and disease-related phenotypic features in AML and may influence physician treatment decisions regarding daunorubicin dosing. However, the current study demonstrates that obesity is not a factor in survival, and strict adherence to body surface area-based dosing is not necessary because dose adjustments do not affect outcomes.
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Affiliation(s)
- James M. Foran
- Division of Hematology and Medical Oncology and Mayo Clinic Cancer Center, Mayo Clinic, Jacksonville, Florida
| | - Zhuoxin Sun
- ECOG-ACRIN Biostatistics Center, Dana Farber Cancer Institute, Boston, Massachusetts
| | - Catherine Lai
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Hugo F. Fernandez
- Blood & Marrow Transplantation, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Larry D. Cripe
- Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Rhett P. Ketterling
- Department of Laboratory Medicine and Pathology and Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | | | - Selina M. Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | | | - Yanming Zhang
- Cytogenetics Laboratory, Memorial Sloan Kettering Cancer Center, New York, New York
| | - John M. Bennett
- Hematopathology Division, Department of Pathology, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Ross L. Levine
- Cytogenetics Laboratory, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Mark R. Litzow
- Department of Laboratory Medicine and Pathology and Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Martin S. Tallman
- Northwestern University Feinberg School of Medicine, Robert H.Lurie Comprehensive Cancer Center, Chicago, Illinois
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5
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Barnett KR, Mobley RJ, Diedrich JD, Bergeron BP, Bhattarai KR, Yang W, Crews KR, Manring CS, Jabbour E, Paietta E, Litzow MR, Kornblau SM, Stock W, Inaba H, Jeha S, Pui CH, Mullighan CG, Relling MV, Yang JJ, Evans WE, Savic D. Epigenomic mapping in B-cell acute lymphoblastic leukemia identifies transcriptional regulators and noncoding variants promoting distinct chromatin architectures. bioRxiv 2023:2023.02.14.528493. [PMID: 36824825 PMCID: PMC9949063 DOI: 10.1101/2023.02.14.528493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
B-cell lineage acute lymphoblastic leukemia (B-ALL) is comprised of diverse molecular subtypes and while transcriptional and DNA methylation profiling of B-ALL subtypes has been extensively examined, the accompanying chromatin landscape is not well characterized for many subtypes. We therefore mapped chromatin accessibility using ATAC-seq for 10 B-ALL molecular subtypes in primary ALL cells from 154 patients. Comparisons with B-cell progenitors identified candidate B-ALL cell-of-origin and AP-1-associated cis-regulatory rewiring in B-ALL. Cis-regulatory rewiring promoted B-ALL-specific gene regulatory networks impacting oncogenic signaling pathways that perturb normal B-cell development. We also identified that over 20% of B-ALL accessible chromatin sites exhibit strong subtype enrichment, with transcription factor (TF) footprint profiling identifying candidate TFs that maintain subtype-specific chromatin architectures. Over 9000 inherited genetic variants were further uncovered that contribute to variability in chromatin accessibility among individual patient samples. Overall, our data suggest that distinct chromatin architectures are driven by diverse TFs and inherited genetic variants which promote unique gene regulatory networks that contribute to transcriptional differences among B-ALL subtypes.
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Affiliation(s)
- Kelly R. Barnett
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Robert J. Mobley
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Jonathan D. Diedrich
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Brennan P. Bergeron
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Kashi Raj Bhattarai
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Wenjian Yang
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Kristine R. Crews
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Christopher S. Manring
- Alliance Hematologic Malignancy Biorepository; Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH 43210, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Elisabeth Paietta
- Department of Oncology, Montefiore Medical Center, Bronx, NY 10467, USA
| | - Mark R. Litzow
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Wendy Stock
- University of Chicago Comprehensive Cancer Center, Chicago, IL 60637, USA
| | - Hiroto Inaba
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Sima Jeha
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Ching-Hon Pui
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Charles G. Mullighan
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Mary V. Relling
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Jun J. Yang
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38105, USA
| | - William E. Evans
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Daniel Savic
- Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38105, USA
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6
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Rapaport F, Seier K, Neelamraju Y, Hassane D, Baslan T, Gildea DT, Haddox S, Lee T, Murdock HM, Sheridan C, Thurmond A, Wang L, Carroll M, Cripe LD, Fernandez H, Mason CE, Paietta E, Roboz GJ, Sun Z, Tallman MS, Zhang Y, Gönen M, Levine R, Melnick AM, Kleppe M, Garrett-Bakelman FE. Correction: Integrative analysis identifies an older female-linked AML patient group with better risk in ECOG-ACRIN Cancer Research Group's clinical trial E3999. Blood Cancer J 2023; 13:103. [PMID: 37407550 PMCID: PMC10322919 DOI: 10.1038/s41408-023-00862-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/07/2023] Open
Affiliation(s)
- Franck Rapaport
- Human Oncology and Pathogenesis Program, Molecular Cancer Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Center for Clinical and Translational Science, The Rockefeller University, New York, NY, USA
| | - Kenneth Seier
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yaseswini Neelamraju
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Duane Hassane
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Timour Baslan
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel T Gildea
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Samuel Haddox
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Tak Lee
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - H Moses Murdock
- Division of Hematology and Oncology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Caroline Sheridan
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Alexis Thurmond
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Ling Wang
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Martin Carroll
- Division of Hematology and Oncology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Larry D Cripe
- Simon Cancer Center, Indiana University, Indianapolis, IN, USA
| | - Hugo Fernandez
- Department of Malignant Hematology & Cellular Therapy, Moffitt Cancer Center, Tampa, FL, USA
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, USA
| | | | - Gail J Roboz
- Weill Cornell Medicine and The New York Presbyterian Hospital, New York, NY, USA
| | - Zhuoxin Sun
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Yanming Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ross Levine
- Human Oncology and Pathogenesis Program, Molecular Cancer Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ari M Melnick
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Maria Kleppe
- Human Oncology and Pathogenesis Program, Molecular Cancer Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Francine E Garrett-Bakelman
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA.
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
- Department of Medicine, University of Virginia, Charlottesville, VA, USA.
- University of Virginia Cancer Center, Charlottesville, VA, USA.
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7
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Lee J, Robinson ME, Sun R, Kume K, Ma N, Cosgun KN, Chan LN, Leveille E, Geng H, Vykunta VS, Shy BR, Marson A, Katz S, Chen J, Paietta E, Meffre E, Vaidehi N, Müschen M. Dynamic phosphatase-recruitment controls B-cell selection and oncogenic signaling. bioRxiv 2023:2023.03.13.532151. [PMID: 36993276 PMCID: PMC10054997 DOI: 10.1101/2023.03.13.532151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Initiation of B-cell receptor (BCR) 1 signaling, and subsequent antigen-encounter in germinal centers 2,3 represent milestones of B-lymphocyte development that are both marked by sharp increases of CD25 surface-expression. Oncogenic signaling in B-cell leukemia (B-ALL) 4 and lymphoma 5 also induced CD25-surface expression. While CD25 is known as an IL2-receptor chain on T- and NK-cells 6-9 , the significance of its expression on B-cells was unclear. Our experiments based on genetic mouse models and engineered patient-derived xenografts revealed that, rather than functioning as an IL2-receptor chain, CD25 expressed on B-cells assembled an inhibitory complex including PKCδ and SHIP1 and SHP1 phosphatases for feedback control of BCR-signaling or its oncogenic mimics. Recapitulating phenotypes of genetic ablation of PKCδ 10 - 12 , SHIP1 13,14 and SHP1 14, 15,16 , conditional CD25-deletion decimated early B-cell subsets but expanded mature B-cell populations and induced autoimmunity. In B-cell malignancies arising from early (B-ALL) and late (lymphoma) stages of B-cell development, CD25-loss induced cell death in the former and accelerated proliferation in the latter. Clinical outcome annotations mirrored opposite effects of CD25-deletion: high CD25 expression levels predicted poor clinical outcomes for patients with B-ALL, in contrast to favorable outcomes for lymphoma-patients. Biochemical and interactome studies revealed a critical role of CD25 in BCR-feedback regulation: BCR-signaling induced PKCδ-mediated phosphorylation of CD25 on its cytoplasmic tail (S 268 ). Genetic rescue experiments identified CD25-S 268 tail-phosphorylation as central structural requirement to recruit SHIP1 and SHP1 phosphatases to curb BCR-signaling. A single point mutation CD25 S268A abolished recruitment and activation of SHIP1 and SHP1 to limit duration and strength of BCR-signaling. Loss of phosphatase-function, autonomous BCR-signaling and Ca 2+ -oscillations induced anergy and negative selection during early B-cell development, as opposed to excessive proliferation and autoantibody production in mature B-cells. These findings highlight the previously unrecognized role of CD25 in assembling inhibitory phosphatases to control oncogenic signaling in B-cell malignancies and negative selection to prevent autoimmune disease.
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8
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Bhattarai KR, Mobley RJ, Barnett KR, Ferguson DC, Hansen BS, Diedrich JD, Bergeron BP, Yang W, Crews KR, Manring CS, Jabbour E, Paietta E, Litzow MR, Kornblau SM, Stock W, Inaba H, Jeha S, Pui CH, Cheng C, Pruett-Miller SM, Relling MV, Yang JJ, Evans WE, Savic D. Functional investigation of inherited noncoding genetic variation impacting the pharmacogenomics of childhood acute lymphoblastic leukemia treatment. medRxiv 2023:2023.02.10.23285762. [PMID: 36798219 PMCID: PMC9934807 DOI: 10.1101/2023.02.10.23285762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
Although acute lymphoblastic leukemia (ALL) is the most common childhood cancer, there is limited understanding of the contribution of inherited genetic variation on inter-individual differences in chemotherapy response. Defining genetic factors impacting therapy failure can help better predict response and identify drug resistance mechanisms. We therefore mapped inherited noncoding variants associated with chemotherapeutic drug resistance and/or treatment outcome to ALL cis-regulatory elements and investigated their gene regulatory potential and genomic connectivity using massively parallel reporter assays and promoter capture Hi-C, respectively. We identified 53 variants with reproducible allele-specific effects on transcription and high-confidence gene targets. Subsequent functional interrogation of the top variant (rs1247117) determined that it disrupted a PU.1 consensus motif and PU.1 binding affinity. Importantly, deletion of the genomic interval containing rs1247117 sensitized ALL cells to vincristine. Together, these data demonstrate that noncoding regulatory variation associated with diverse pharmacological traits harbor significant effects on allele-specific transcriptional activity and impact sensitivity to chemotherapeutic agents in ALL.
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Affiliation(s)
- Kashi Raj Bhattarai
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Robert J. Mobley
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Kelly R. Barnett
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Daniel C. Ferguson
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Baranda S. Hansen
- Center for Advanced Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Jonathan D. Diedrich
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Brennan P. Bergeron
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Wenjian Yang
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Kristine R. Crews
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Christopher S. Manring
- Alliance Hematologic Malignancy Biorepository; Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH 43210, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Mark R. Litzow
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wendy Stock
- Comprehensive Cancer Center, University of Chicago Medicine, Chicago, IL
| | - Hiroto Inaba
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Sima Jeha
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Shondra M. Pruett-Miller
- Center for Advanced Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Mary V. Relling
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Jun J. Yang
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN
| | - William E. Evans
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Daniel Savic
- Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, TN
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN
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9
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Li Y, Moriyama T, Yoshimura S, Zhao X, Li Z, Yang X, Paietta E, Litzow MR, Konopleva M, Yu J, Inaba H, Ribeiro RC, Pui CH, Yang JJ. PAX5 epigenetically orchestrates CD58 transcription and modulates blinatumomab response in acute lymphoblastic leukemia. Sci Adv 2022; 8:eadd6403. [PMID: 36516256 PMCID: PMC9750140 DOI: 10.1126/sciadv.add6403] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 11/07/2022] [Indexed: 06/17/2023]
Abstract
Blinatumomab is an efficacious immunotherapeutic agent in B cell acute lymphoblastic leukemia (B-ALL). However, the pharmacogenomic basis of leukemia response to blinatumomab is unclear. Using genome-wide CRISPR, we comprehensively identified leukemia intrinsic factors of blinatumomab sensitivity, i.e., the loss of CD58 as a top driver for resistance, in addition to CD19. Screening 1639 transcription factor genes, we then identified PAX5 as the key activator of CD58. ALL with the PAX5 P80R mutation also expressed the lowest level of CD58 among 20 ALL molecular subtypes in 1988 patients. Genome editing confirmed the effects of this mutation on CD58 expression and blinatumomab sensitivity in B-ALL, with validation in patient leukemic blasts. We described a PAX5-driven enhancer at the CD58 locus, which was disrupted by PAX5 P80R, and the loss of CD58 abolished blinatumomab-induced T cell activation with global changes in transcriptomic/epigenomic program. In conclusion, we identified previously unidentified genetic mechanisms of blinatumomab resistance in B-ALL, suggesting strategies for genomics-guided treatment individualization.
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Affiliation(s)
- Yizhen Li
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Takaya Moriyama
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Satoshi Yoshimura
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Xujie Zhao
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Zhenhua Li
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Xu Yang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | | | - Mark R. Litzow
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jiyang Yu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Raul C. Ribeiro
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jun J. Yang
- Division of Pharmaceutical Sciences, Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
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10
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Ganzel C, Sun Z, Baslan T, Zhang Y, Gönen M, Abdel-Wahab OI, Racevskis J, Garrett-Bakelman F, Lowe SW, Fernandez HF, Ketterling R, Luger SM, Litzow M, Lazarus HM, Rowe JM, Tallman MS, Levine RL, Paietta E. Measurable residual disease by flow cytometry in acute myeloid leukemia is prognostic, independent of genomic profiling. Leuk Res 2022; 123:106971. [PMID: 36332294 PMCID: PMC9789386 DOI: 10.1016/j.leukres.2022.106971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 10/04/2022] [Accepted: 10/19/2022] [Indexed: 11/05/2022]
Abstract
Measurable residual disease (MRD) assessment provides a potent indicator of the efficacy of anti-leukemic therapy. It is unknown, however, whether integrating MRD with molecular profiling better identifies patients at risk of relapse. To investigate the clinical relevance of MRD in relation to a molecular-based prognostic schema, we measured MRD by flow cytometry in 189 AML patients enrolled in ECOG-ACRIN E1900 trial (NCT00049517) in morphologic complete remission (CR) (28.8 % of the original cohort) representing 44.4 % of CR patients. MRD positivity was defined as ≥ 0.1 % of leukemic bone marrow cells. Risk classification was based on standard cytogenetics, fluorescence-in-situ-hybridization, somatic gene analysis, and sparse whole genome sequencing for copy number ascertainment. At 84.6 months median follow-up of patients still alive at the time of analysis (range 47.0-120 months), multivariate analysis demonstrated that MRD status at CR (p = 0.001) and integrated molecular risk (p = 0.0004) independently predicted overall survival (OS). Among risk classes, MRD status significantly affected OS only in the favorable risk group (p = 0.002). Expression of CD25 (α-chain of the interleukin-2 receptor) by leukemic myeloblasts at diagnosis negatively affected OS independent of post-treatment MRD levels. These data suggest that integrating MRD with genetic profiling and pre-treatment CD25 expression may improve prognostication in AML.
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Affiliation(s)
- Chezi Ganzel
- Hematology Department, Shaare Zedek Medical Center, and Faculty of Medicine, Hebrew University of Jerusalem, Israel.
| | - Zhuoxin Sun
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Timour Baslan
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yanming Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Human Oncology and Pathogenesis Program and Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Omar I Abdel-Wahab
- Human Oncology and Pathogenesis Program and Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Janis Racevskis
- Department of Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Francine Garrett-Bakelman
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA; Departments of Medicine and Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, USA; University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Scott W Lowe
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Hugo F Fernandez
- Malignant Hematology and Cellular Therapy, Moffitt Cancer Center, Tampa, FL, USA
| | - Rhett Ketterling
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Selina M Luger
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Litzow
- Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Jacob M Rowe
- Hematology Department, Shaare Zedek Medical Center, and Faculty of Medicine, Hebrew University of Jerusalem, Israel
| | - Martin S Tallman
- Human Oncology and Pathogenesis Program and Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ross L Levine
- Human Oncology and Pathogenesis Program and Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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11
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Gomari DP, Schweickart A, Cerchietti L, Paietta E, Fernandez H, Al-Amin H, Suhre K, Krumsiek J. Variational autoencoders learn transferrable representations of metabolomics data. Commun Biol 2022; 5:645. [PMID: 35773471 PMCID: PMC9246987 DOI: 10.1038/s42003-022-03579-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 06/10/2022] [Indexed: 01/14/2023] Open
Abstract
Dimensionality reduction approaches are commonly used for the deconvolution of high-dimensional metabolomics datasets into underlying core metabolic processes. However, current state-of-the-art methods are widely incapable of detecting nonlinearities in metabolomics data. Variational Autoencoders (VAEs) are a deep learning method designed to learn nonlinear latent representations which generalize to unseen data. Here, we trained a VAE on a large-scale metabolomics population cohort of human blood samples consisting of over 4500 individuals. We analyzed the pathway composition of the latent space using a global feature importance score, which demonstrated that latent dimensions represent distinct cellular processes. To demonstrate model generalizability, we generated latent representations of unseen metabolomics datasets on type 2 diabetes, acute myeloid leukemia, and schizophrenia and found significant correlations with clinical patient groups. Notably, the VAE representations showed stronger effects than latent dimensions derived by linear and non-linear principal component analysis. Taken together, we demonstrate that the VAE is a powerful method that learns biologically meaningful, nonlinear, and transferrable latent representations of metabolomics data.
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Affiliation(s)
- Daniel P. Gomari
- grid.4567.00000 0004 0483 2525Institute of Computational Biology, Helmholtz Center Munich—German Research Center for Environmental Health, 85764 Neuherberg, Germany ,grid.6936.a0000000123222966Technical University of Munich—School of Life Sciences, 85354 Freising, Germany ,grid.168010.e0000000419368956Department of Genetics, Stanford University School of Medicine, Stanford, CA USA
| | - Annalise Schweickart
- grid.5386.8000000041936877XDepartment of Physiology and Biophysics, Weill Cornell Medicine, Institute for Computational Biomedicine, Englander Institute for Precision Medicine, New York, NY 10021 USA
| | - Leandro Cerchietti
- grid.5386.8000000041936877XDepartment of Medicine, Hematology and Oncology Division, Weill Cornell Medicine, New York, 10065 NY USA
| | - Elisabeth Paietta
- grid.251993.50000000121791997Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY USA
| | - Hugo Fernandez
- grid.489080.d0000 0004 0444 4637Moffitt Malignant Hematology & Cellular Therapy at Memorial Healthcare System, Pembroke Pines, FL USA
| | - Hassen Al-Amin
- grid.416973.e0000 0004 0582 4340Department of Psychiatry, Weill Cornell Medicine—Qatar, Education City, P.O. Box 24144, Doha, Qatar
| | - Karsten Suhre
- grid.416973.e0000 0004 0582 4340Department of Physiology and Biophysics, Weill Cornell Medical College—Qatar Education City, Doha, Qatar
| | - Jan Krumsiek
- grid.5386.8000000041936877XDepartment of Physiology and Biophysics, Weill Cornell Medicine, Institute for Computational Biomedicine, Englander Institute for Precision Medicine, New York, NY 10021 USA
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12
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Hetzel S, Mattei AL, Kretzmer H, Qu C, Chen X, Fan Y, Wu G, Roberts KG, Luger S, Litzow M, Rowe J, Paietta E, Stock W, Mardis ER, Wilson RK, Downing JR, Mullighan CG, Meissner A. Acute lymphoblastic leukemia displays a distinct highly methylated genome. Nat Cancer 2022; 3:768-782. [PMID: 35590059 PMCID: PMC9236905 DOI: 10.1038/s43018-022-00370-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 03/25/2022] [Indexed: 04/13/2023]
Abstract
DNA methylation is tightly regulated during development and is stably maintained in healthy cells. In contrast, cancer cells are commonly characterized by a global loss of DNA methylation co-occurring with CpG island hypermethylation. In acute lymphoblastic leukemia (ALL), the commonest childhood cancer, perturbations of CpG methylation have been reported to be associated with genetic disease subtype and outcome, but data from large cohorts at a genome-wide scale are lacking. Here, we performed whole-genome bisulfite sequencing across ALL subtypes, leukemia cell lines and healthy hematopoietic cells, and show that unlike most cancers, ALL samples exhibit CpG island hypermethylation but minimal global loss of methylation. This was most pronounced in T cell ALL and accompanied by an exceptionally broad range of hypermethylation of CpG islands between patients, which is influenced by TET2 and DNMT3B. These findings demonstrate that ALL is characterized by an unusually highly methylated genome and provide further insights into the non-canonical regulation of methylation in cancer.
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Affiliation(s)
- Sara Hetzel
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Alexandra L Mattei
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Helene Kretzmer
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Chunxu Qu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Xiang Chen
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yiping Fan
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Gang Wu
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kathryn G Roberts
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Selina Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Litzow
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jacob Rowe
- Department of Hematology, Shaare Zedek Medical Center, Jerusalem, Israel
| | | | - Wendy Stock
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
| | - Elaine R Mardis
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Richard K Wilson
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - James R Downing
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles G Mullighan
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA.
| | - Alexander Meissner
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany.
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Biology, Chemistry and Pharmacy, Freie Universität, Berlin, Germany.
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13
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Wang J, Bhakta N, Ayer Miller V, Revsine M, Litzow MR, Paietta E, Fedoriw Y, Roberts KG, Gu Z, Mullighan CG, Jones CD, Alexander TB. Acute Leukemia Classification Using Transcriptional Profiles From Low-Cost Nanopore mRNA Sequencing. JCO Precis Oncol 2022; 6:e2100326. [PMID: 35442720 PMCID: PMC9200386 DOI: 10.1200/po.21.00326] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
PURPOSE Most cases of pediatric acute leukemia occur in low- and middle-income countries, where health centers lack the tools required for accurate diagnosis and disease classification. Recent research shows the robustness of using unbiased short-read RNA sequencing to classify genomic subtypes of acute leukemia. Compared with short-read sequencing, nanopore sequencing has low capital and consumable costs, making it suitable for use in locations with limited health infrastructure. MATERIALS AND METHODS We show the feasibility of nanopore mRNA sequencing on 134 cryopreserved acute leukemia specimens (26 acute myeloid leukemia [AML], 73 B-lineage acute lymphoblastic leukemia [B-ALL], 34 T-lineage acute lymphoblastic leukemia, and one acute undifferentiated leukemia). Using multiple library preparation approaches, we generated long-read transcripts for each sample. We developed a novel composite classification approach to predict acute leukemia lineage and major B-ALL and AML molecular subtypes directly from gene expression profiles. RESULTS We demonstrate accurate classification of acute leukemia samples into AML, B-ALL, or T-lineage acute lymphoblastic leukemia (96.2% of cases are classifiable with a probability of > 0.8, with 100% accuracy) and further classification into clinically actionable genomic subtypes using shallow RNA nanopore sequencing, with 96.2% accuracy for major AML subtypes and 94.1% accuracy for major B-lineage acute lymphoblastic leukemia subtypes. CONCLUSION Transcriptional profiling of acute leukemia samples using nanopore technology for diagnostic classification is feasible and accurate, which has the potential to improve the accuracy of cancer diagnosis in low-resource settings.
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Affiliation(s)
- Jeremy Wang
- Department of Genetics, University of North Carolina, Chapel Hill, NC
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Vanessa Ayer Miller
- Office of Clinical Translational Research, University of North Carolina, Chapel Hill, NC
| | - Mahler Revsine
- Department of Biology, University of North Carolina, Chapel Hill, NC
| | - Mark R. Litzow
- Division of Hematology and Transplant Center, Mayo Clinic Rochester, Rochester, MN
| | | | - Yuri Fedoriw
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC
| | - Kathryn G. Roberts
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Zhaohui Gu
- Department of Computational and Quantitative Medicine & Systems Biology, Beckman Research Institute of City of Hope, Duarte, CA
| | | | - Corbin D. Jones
- Department of Biology, University of North Carolina, Chapel Hill, NC
| | - Thomas B. Alexander
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC,Department of Pediatrics, University of North Carolina, Chapel Hill, NC,Thomas B. Alexander, MD, MPH, Department of Pediatrics and Department of Pathology and Laboratory Medicine, University of North Carolina Chapel Hill, 170 Manning Dr, 1185A Houpt Building, CB#7236, Chapel Hill, NC 27599;e-mail:
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14
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Luger SM, Wang VX, Rowe JM, Litzow MR, Paietta E, Ketterling RP, Lazarus H, Rybka WB, Craig MD, Karp J, Cooper BW, Makary AZ, Kaminer LS, Appelbaum FR, Larson RA, Tallman MS. Tipifarnib as maintenance therapy did not improve disease-free survival in patients with acute myelogenous leukemia at high risk of relapse: Results of the phase III randomized E2902 trial. Leuk Res 2021; 111:106736. [PMID: 34773794 DOI: 10.1016/j.leukres.2021.106736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 10/12/2021] [Accepted: 10/25/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE Despite the achievement of complete remission with chemotherapy in patients with acute myeloid leukemia (AML), relapse is common and the majority of patients will die of their disease. Patients who achieve a remission after refractory or relapsed disease as well as elderly patients have a very high rate of relapse even if they achieve a complete remission. A phase 3 randomized ECOG-ACRIN-led intergroup study was conducted to determine whether post-remission therapy with the farnesyl transferase inhibitor, tipifarnib (R115777), improved the disease-free survival (DFS) of adult patients with AML in complete remission (CR), at high risk for relapse. PATIENTS AND METHODS Adult patients with AML in remission after salvage therapy and/or over age 60 in first remission were enrolled in this study. They were randomly assigned to treatment with tipifarnib or observation (control). The primary objective was to compare the disease-free survival (DFS) between the two arms based on intention to treat, which includes all randomized patients. RESULTS One hundred and forty-four patients were enrolled on the study. Median DFS was 8.9 vs 5.3 months, for tipifarnib vs observation (one-sided p = 0.026) and did not cross the pre-specified boundary to call the study positive. For the 134 eligible patients, median DFS was 10.8 vs 5.3 months for those randomized to tipifarnib vs observation (one-sided p = 0.008). Moreover in an ad hoc evaluation of all women (n = 71) median DFS was 12.1 vs 3.9 months for tipifarnib vs observation (one-sided p = 0.0004) while median OS was 26.5 vs 8.4 months respectively (one-sided p = 0.001). CONCLUSION This study was not able to demonstrate a benefit to tipifarnib as maintenance therapy in patients with AML in remission. While subsets of patients may indeed benefit, additional studies would be needed to elucidate that benefit which is unlikely given that other seemingly better options have since become available.
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Affiliation(s)
- Selina M Luger
- Abramson Cancer Center, University of Pennsylvania, Perelman Center for Advanced Medicine, South Tower, 12th Floor, Philadelphia, PA, PA 19104, United States.
| | - Victoria X Wang
- Dana Farber Cancer Institute-ECOG-ACRIN Biostatistics Center, Boston, AMA, United States
| | | | | | | | | | - Hillard Lazarus
- Case Western Reserve University, Cleveland, OH, United States
| | - Witold B Rybka
- Penn State Hershey Cancer Institute, Hershey, PA, United States
| | - Michael D Craig
- West Virginia University Healthcare, Morgantown, WB, United States
| | - Judith Karp
- Johns Hopkins University, Baltimore, MD, United States
| | - Brenda W Cooper
- Case Western Reserve University, Cleveland, OH, United States
| | - Adel Z Makary
- Geisinger Medical Center, Danville, PA, United States
| | - Lynne S Kaminer
- North Shore Health System-Evanston Hospital, Evanston, IL, United States
| | | | | | - Martin S Tallman
- Northwestern University, Chicago, IL, United States(1); Memorial Sloan Kettering Cancer Center, NY, NY, United States(2)
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15
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Paietta E, Roberts KG, Wang V, Gu Z, Buck GAN, Pei D, Cheng C, Levine RL, Abdel-Wahab O, Cheng Z, Wu G, Qu C, Shi L, Pounds S, Willman CL, Harvey R, Racevskis J, Barinka J, Zhang Y, Dewald GW, Ketterling RP, Alejos D, Lazarus HM, Luger SM, Foroni L, Patel B, Fielding AK, Melnick A, Marks DI, Moorman AV, Wiernik PH, Rowe JM, Tallman MS, Goldstone AH, Mullighan CG, Litzow MR. Molecular classification improves risk assessment in adult BCR-ABL1-negative B-ALL. Blood 2021; 138:948-958. [PMID: 33895809 PMCID: PMC9069478 DOI: 10.1182/blood.2020010144] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 03/25/2021] [Indexed: 11/20/2022] Open
Abstract
Genomic classification has improved risk assignment of pediatric, but not adult B-lineage acute lymphoblastic leukemia (B-ALL). The international UKALLXII/ECOG-ACRIN E2993 (#NCT00002514) trial accrued 1229 adolescent/adult patients with BCR-ABL1- B-ALL (aged 14 to 65 years). Although 93% of patients achieved remission, 41% relapsed at a median of 13 months (range, 28 days to 12 years). Five-year overall survival (OS) was 42% (95% confidence interval, 39, 44). Transcriptome sequencing, gene expression profiling, cytogenetics, and fusion polymerase chain reaction enabled genomic subtyping of 282 patient samples, of which 264 were eligible for trial, accounting for 64.5% of E2993 patients. Among patients with outcome data, 29.5% with favorable outcomes (5-year OS 65% to 80%) were deemed standard risk (DUX4-rearranged [9.2%], ETV6-RUNX1/-like [2.3%], TCF3-PBX1 [6.9%], PAX5 P80R [4.1%], high-hyperdiploid [6.9%]); 50.2% had high-risk genotypes with 5-year OS of 0% to 27% (Ph-like [21.2%], KMT2A-AFF1 [12%], low-hypodiploid/near-haploid [14.3%], BCL2/MYC-rearranged [2.8%]); 20.3% had intermediate-risk genotypes with 5-year OS of 33% to 45% (PAX5alt [12.4%], ZNF384/-like [5.1%], MEF2D-rearranged [2.8%]). IKZF1 alterations occurred in 86% of Ph-like, and TP53 mutations in patients who were low-hypodiploid (54%) and BCL2/MYC-rearranged (33%) but were not independently associated with outcome. Of patients considered high risk based on presenting age and white blood cell count, 40% harbored subtype-defining genetic alterations associated with standard- or intermediate-risk outcomes. We identified distinct immunophenotypic features for DUX4-rearranged, PAX5 P80R, ZNF384-R/-like, and Ph-like genotypes. These data in a large adult B-ALL cohort treated with a non-risk-adapted approach on a single trial show the prognostic importance of genomic analyses, which may translate into future therapeutic benefits.
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Affiliation(s)
| | - Kathryn G Roberts
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Victoria Wang
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Zhaohui Gu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Georgina A N Buck
- Clinical Trial Service Unit, Nuttfield Department of Population Health, Oxford, United Kingdom
| | - Deqing Pei
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Ross L Levine
- Human Oncology and Pathogenesis Program-Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Omar Abdel-Wahab
- Human Oncology and Pathogenesis Program-Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Zhongshan Cheng
- Centre for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
| | - Gang Wu
- Centre for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
| | - Chunxu Qu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Lei Shi
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Cheryl L Willman
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - Richard Harvey
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - Janis Racevskis
- Department of Oncology, Montefiore Medical Center, Bronx, NY
| | - Jan Barinka
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Yanming Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gordon W Dewald
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Rhett P Ketterling
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - David Alejos
- Department of Oncology, Montefiore Medical Center, Bronx, NY
| | - Hillard M Lazarus
- Department of Medicine, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH
| | - Selina M Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Letizia Foroni
- Centre for Haematology, Department of Medicine, Imperial College London Hammersmith Hospital, London, United Kingdom
| | - Bela Patel
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | | | - Ari Melnick
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Medical College of Cornell University, New York, NY
| | - David I Marks
- Bristol Haematology and Oncology Centre, Bristol, United Kingdom
| | - Anthony V Moorman
- Leukaemia Research Cytogenetics Group, Newcastle University Translational and Clinical Research Institute, Newcastle-upon-Tyne, United Kingdom
| | | | - Jacob M Rowe
- Department of Hematology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Martin S Tallman
- Leukemia Service, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
| | | | | | - Mark R Litzow
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN
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16
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Gocho Y, Liu J, Hu J, Yang W, Dharia NV, Zhang J, Shi H, Du G, John A, Lin TN, Hunt J, Huang X, Ju B, Rowland L, Shi L, Maxwell D, Smart B, Crews KR, Yang W, Hagiwara K, Zhang Y, Roberts K, Wang H, Jabbour E, Stock W, Eisfelder B, Paietta E, Newman S, Roti G, Litzow M, Easton J, Zhang J, Peng J, Chi H, Pounds S, Relling MV, Inaba H, Zhu X, Kornblau S, Pui CH, Konopleva M, Teachey D, Mullighan CG, Stegmaier K, Evans WE, Yu J, Yang JJ. Network-based systems pharmacology reveals heterogeneity in LCK and BCL2 signaling and therapeutic sensitivity of T-cell acute lymphoblastic leukemia. Nat Cancer 2021; 2:284-299. [PMID: 34151288 PMCID: PMC8208590 DOI: 10.1038/s43018-020-00167-4] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 12/14/2020] [Indexed: 01/29/2023]
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematological malignancy, and novel therapeutics are much needed. Profiling patient leukemia' drug sensitivities ex vivo, we discovered that 44.4% of childhood and 16.7% of adult T-ALL cases exquisitely respond to dasatinib. Applying network-based systems pharmacology analyses to examine signal circuitry, we identified preTCR-LCK activation as the driver of dasatinib sensitivity, and T-ALL-specific LCK dependency was confirmed in genome-wide CRISPR-Cas9 screens. Dasatinib-sensitive T-ALLs exhibited high BCL-XL and low BCL2 activity and venetoclax resistance. Discordant sensitivity of T-ALL to dasatinib and venetoclax is strongly correlated with T-cell differentiation, particularly with the dynamic shift in LCK vs. BCL2 activation. Finally, single-cell analysis identified leukemia heterogeneity in LCK and BCL2 signaling and T-cell maturation stage, consistent with dasatinib response. In conclusion, our results indicate that developmental arrest in T-ALL drives differential activation of preTCR-LCK and BCL2 signaling in this leukemia, providing unique opportunities for targeted therapy.
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Affiliation(s)
- Yoshihiro Gocho
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jingjing Liu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jianzhong Hu
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wentao Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jingliao Zhang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hao Shi
- Department of Immunology,, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guoqing Du
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - August John
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ting-Nien Lin
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeremy Hunt
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Xin Huang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Bensheng Ju
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lauren Rowland
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lei Shi
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Dylan Maxwell
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Brandon Smart
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kristine R Crews
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wenjian Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kohei Hagiwara
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yingchi Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Kathryn Roberts
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hong Wang
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wendy Stock
- University of Chicago Medical Center, Chicago, IL, USA
| | | | | | - Scott Newman
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Giovanni Roti
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Mark Litzow
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - John Easton
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Junmin Peng
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hongbo Chi
- Department of Immunology,, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mary V Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Xiaofan Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Steven Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David Teachey
- Department of Pediatrics, University of Pennsylvania, Philadelphia, PA, USA
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - William E Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jiyang Yu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Jun J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA.
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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17
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Oshima K, Zhao J, Pérez-Durán P, Brown JA, Patiño-Galindo JA, Chu T, Quinn A, Gunning T, Belver L, Ambesi-Impiombato A, Tosello V, Wang Z, Sulis ML, Kato M, Koh K, Paganin M, Basso G, Balbin M, Nicolas C, Gastier-Foster JM, Devidas M, Loh ML, Paietta E, Tallman MS, Rowe JM, Litzow M, Minden MD, Meijerink J, Rabadan R, Ferrando A. Mutational and functional genetics mapping of chemotherapy resistance mechanisms in relapsed acute lymphoblastic leukemia. ACTA ACUST UNITED AC 2020; 1:1113-1127. [PMID: 33796864 DOI: 10.1038/s43018-020-00124-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Multi-agent combination chemotherapy can be curative in acute lymphoblastic leukemia (ALL). Still, patients with primary refractory disease or with relapsed leukemia have a very poor prognosis. Here we integrate an in-depth dissection of the mutational landscape across diagnostic and relapsed pediatric and adult ALL samples with genome-wide CRISPR screen analysis of gene-drug interactions across seven ALL chemotherapy drugs. By combining these analyses, we uncover diagnostic and relapse-specific mutational mechanisms as well as genetic drivers of chemoresistance. Functionally, our data identifies common and drug-specific pathways modulating chemotherapy response and underscores the effect of drug combinations in restricting the selection of resistance-driving genetic lesions. In addition, by identifying actionable targets for the reversal of chemotherapy resistance, these analyses open novel therapeutic opportunities for the treatment of relapse and refractory disease.
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Affiliation(s)
- Koichi Oshima
- Institute for Cancer Genetics, Columbia University, New York, NY, USA.,These authors contributed equally: Koichi Oshima, Junfei Zhao, Pablo Pérez-Durán, Jessie A. Brown
| | - Junfei Zhao
- Department of Systems Biology, Columbia University, New York, NY, USA.,Department of Biomedical Informatics, Columbia University, New York, NY, USA.,These authors contributed equally: Koichi Oshima, Junfei Zhao, Pablo Pérez-Durán, Jessie A. Brown
| | - Pablo Pérez-Durán
- Institute for Cancer Genetics, Columbia University, New York, NY, USA.,These authors contributed equally: Koichi Oshima, Junfei Zhao, Pablo Pérez-Durán, Jessie A. Brown
| | - Jessie A Brown
- Institute for Cancer Genetics, Columbia University, New York, NY, USA.,These authors contributed equally: Koichi Oshima, Junfei Zhao, Pablo Pérez-Durán, Jessie A. Brown
| | - Juan Angel Patiño-Galindo
- Department of Systems Biology, Columbia University, New York, NY, USA.,Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Timothy Chu
- Department of Systems Biology, Columbia University, New York, NY, USA.,Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Aidan Quinn
- Institute for Cancer Genetics, Columbia University, New York, NY, USA
| | - Thomas Gunning
- Institute for Cancer Genetics, Columbia University, New York, NY, USA
| | - Laura Belver
- Institute for Cancer Genetics, Columbia University, New York, NY, USA
| | - Alberto Ambesi-Impiombato
- Institute for Cancer Genetics, Columbia University, New York, NY, USA.,Present address: PsychoGenics, Paramus, NJ, USA
| | | | - Zhengqiang Wang
- Center for Drug Design, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
| | - Maria Luisa Sulis
- Department of Pediatric Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Motohiro Kato
- Department of Hematology-Oncology, Saitama Children's Medical Center, Saitama, Japan
| | - Katsuyoshi Koh
- Department of Hematology-Oncology, Saitama Children's Medical Center, Saitama, Japan
| | - Maddalena Paganin
- Fondazione Città della Speranza, Istituto di Ricerca Pediatrica, Padova, Italy.,Haematology-Oncology Division, Department of Woman's and Child's Health, University Hospital of Padua, Padua, Italy
| | - Giuseppe Basso
- Haematology-Oncology Division, Department of Woman's and Child's Health, University Hospital of Padua, Padua, Italy.,Present address: IIGM Italian Institute of Genomic Medicine, Turin, Italy
| | - Milagros Balbin
- Molecular Oncology Laboratory, Instituto Universitario de Oncologia del Principado de Asturias, Hospital Universitario Central de Asturias, Oviedo, Spain.,Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Concepcion Nicolas
- Hematology Service, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Julie M Gastier-Foster
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA.,Departments of Pathology and Pediatrics, Ohio State University School of Medicine, Columbus, OH, USA.,Children's Oncology Group, Arcadia, CA, USA
| | - Meenakshi Devidas
- Department of Biostatistics, University of Florida, Gainesville, FL, USA.,Present address: Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mignon L Loh
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | | | - Martin S Tallman
- Department of Hematologic Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Mark D Minden
- Department of Oncology/Hematology, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Jules Meijerink
- Princess Maxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Raul Rabadan
- Department of Systems Biology, Columbia University, New York, NY, USA.,Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Adolfo Ferrando
- Institute for Cancer Genetics, Columbia University, New York, NY, USA.,Department of Systems Biology, Columbia University, New York, NY, USA.,Department of Pathology and Cell Biology, Columbia University, New York, NY, USA.,Department of Pediatrics, Columbia University, New York, NY, USA
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18
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Kloetgen A, Thandapani P, Ntziachristos P, Ghebrechristos Y, Nomikou S, Lazaris C, Chen X, Hu H, Bakogianni S, Wang J, Fu Y, Boccalatte F, Zhong H, Paietta E, Trimarchi T, Zhu Y, Van Vlierberghe P, Inghirami GG, Lionnet T, Aifantis I, Tsirigos A. Three-dimensional chromatin landscapes in T cell acute lymphoblastic leukemia. Nat Genet 2020; 52:388-400. [PMID: 32203470 PMCID: PMC7138649 DOI: 10.1038/s41588-020-0602-9] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 02/25/2020] [Indexed: 01/04/2023]
Abstract
Differences in three-dimensional (3D) chromatin architecture can influence the integrity of topologically associating domains (TADs) and rewire specific enhancer-promoter interactions, impacting gene expression and leading to human disease. Here we investigate the 3D chromatin architecture in T cell acute lymphoblastic leukemia (T-ALL) by using primary human leukemia specimens and examine the dynamic responses of this architecture to pharmacological agents. Systematic integration of matched in situ Hi-C, RNA-seq and CTCF ChIP-seq datasets revealed widespread differences in intra-TAD chromatin interactions and TAD boundary insulation in T-ALL. Our studies identify and focus on a TAD 'fusion' event associated with absence of CTCF-mediated insulation, enabling direct interactions between the MYC promoter and a distal super-enhancer. Moreover, our data also demonstrate that small-molecule inhibitors targeting either oncogenic signal transduction or epigenetic regulation can alter specific 3D interactions found in leukemia. Overall, our study highlights the impact, complexity and dynamic nature of 3D chromatin architecture in human acute leukemia.
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Affiliation(s)
- Andreas Kloetgen
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Palaniraja Thandapani
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Panagiotis Ntziachristos
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.,Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, USA
| | - Yohana Ghebrechristos
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Sofia Nomikou
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Charalampos Lazaris
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Xufeng Chen
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Hai Hu
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Sofia Bakogianni
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Department of Microbiology, New York University School of Medicine, Alexandria Center for Life Sciences, New York, NY, USA
| | - Jingjing Wang
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Yi Fu
- Department of Cell Biology, Institute for Systems Genetics, New York University, New York, NY, USA
| | - Francesco Boccalatte
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Hua Zhong
- Division of Biostatistics, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | | | - Thomas Trimarchi
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.,BridgeBio Pharma, Palo Alto, CA, USA
| | - Yixing Zhu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Giorgio G Inghirami
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Timothee Lionnet
- Department of Cell Biology, Institute for Systems Genetics, New York University, New York, NY, USA
| | - Iannis Aifantis
- Department of Pathology, New York University School of Medicine, New York, NY, USA. .,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.
| | - Aristotelis Tsirigos
- Department of Pathology, New York University School of Medicine, New York, NY, USA. .,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA. .,Applied Bioinformatics Laboratories, Office of Science and Research, New York University School of Medicine, New York, NY, USA.
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19
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Stock W, Luger SM, Advani AS, Yin J, Harvey RC, Mullighan CG, Willman CL, Fulton N, Laumann KM, Malnassy G, Paietta E, Parker E, Geyer S, Mrózek K, Bloomfield CD, Sanford B, Marcucci G, Liedtke M, Claxton DF, Foster MC, Bogart JA, Grecula JC, Appelbaum FR, Erba H, Litzow MR, Tallman MS, Stone RM, Larson RA. A pediatric regimen for older adolescents and young adults with acute lymphoblastic leukemia: results of CALGB 10403. Blood 2019; 133:1548-1559. [PMID: 30658992 PMCID: PMC6450431 DOI: 10.1182/blood-2018-10-881961] [Citation(s) in RCA: 251] [Impact Index Per Article: 50.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 01/04/2019] [Indexed: 12/13/2022] Open
Abstract
Retrospective studies have suggested that older adolescents and young adults (AYAs) with acute lymphoblastic leukemia (ALL) have better survival rates when treated using a pediatric ALL regimen administered by pediatric treatment teams. To address the feasibility and efficacy of using a pediatric treatment regimen for AYA patients with newly diagnosed ALL administered by adult treatment teams, we performed a prospective study, CALGB 10403, with doses and schedule identical to those in the Children's Oncology Group study AALL0232. From 2007 to 2012, 318 patients were enrolled; 295 were eligible and evaluable for response. Median age was 24 years (range, 17-39 years). Use of the pediatric regimen was safe; overall treatment-related mortality was 3%, and there were only 2 postremission deaths. Median event-free survival (EFS) was 78.1 months (95% confidence interval [CI], 41.8 to not reached), more than double the historical control of 30 months (95% CI, 22-38 months); 3-year EFS was 59% (95% CI, 54%-65%). Median overall survival (OS) was not reached. Estimated 3-year OS was 73% (95% CI, 68%-78%). Pretreatment risk factors associated with worse treatment outcomes included obesity and presence of the Philadelphia-like gene expression signature. Use of a pediatric regimen for AYAs with ALL up to age 40 years was feasible and effective, resulting in improved survival rates compared with historical controls. CALGB 10403 can be considered a new treatment standard upon which to build for improving survival for AYAs with ALL. This trial was registered at www.clinicaltrials.gov as #NCT00558519.
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Affiliation(s)
- Wendy Stock
- University of Chicago Comprehensive Cancer Center, Chicago, IL
| | - Selina M Luger
- Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | - Jun Yin
- Alliance Statistical Center, Rochester, MN
| | - Richard C Harvey
- University of New Mexico Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM
| | | | - Cheryl L Willman
- University of New Mexico Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM
| | - Noreen Fulton
- University of Chicago Comprehensive Cancer Center, Chicago, IL
| | | | - Greg Malnassy
- University of Chicago Comprehensive Cancer Center, Chicago, IL
| | | | - Edy Parker
- Statistical Center, Cancer and Leukemia Group B, Duke University, Durham, NC
| | - Susan Geyer
- Health Informatics Institute, University of Southern Florida, Tampa, FL
| | - Krzysztof Mrózek
- James Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | - Clara D Bloomfield
- James Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | - Ben Sanford
- Statistical Center, Cancer and Leukemia Group B, Duke University, Durham, NC
| | | | | | - David F Claxton
- Department of Medicine, Penn State University, State College, PA
| | - Matthew C Foster
- Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Jeffrey A Bogart
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY
| | - John C Grecula
- James Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | | | - Harry Erba
- Department of Medicine, Duke University, Durham, NC
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20
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Gu Z, Churchman ML, Roberts KG, Moore I, Zhou X, Nakitandwe J, Hagiwara K, Pelletier S, Gingras S, Berns H, Payne-Turner D, Hill A, Iacobucci I, Shi L, Pounds S, Cheng C, Pei D, Qu C, Newman S, Devidas M, Dai Y, Reshmi SC, Gastier-Foster J, Raetz EA, Borowitz MJ, Wood BL, Carroll WL, Zweidler-McKay PA, Rabin KR, Mattano LA, Maloney KW, Rambaldi A, Spinelli O, Radich JP, Minden MD, Rowe JM, Luger S, Litzow MR, Tallman MS, Racevskis J, Zhang Y, Bhatia R, Kohlschmidt J, Mrózek K, Bloomfield CD, Stock W, Kornblau S, Kantarjian HM, Konopleva M, Evans WE, Jeha S, Pui CH, Yang J, Paietta E, Downing JR, Relling MV, Zhang J, Loh ML, Hunger SP, Mullighan CG. PAX5-driven subtypes of B-progenitor acute lymphoblastic leukemia. Nat Genet 2019; 51:296-307. [PMID: 30643249 DOI: 10.1038/s41588-018-0315-5] [Citation(s) in RCA: 329] [Impact Index Per Article: 65.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 11/13/2018] [Indexed: 12/20/2022]
Abstract
Recent genomic studies have identified chromosomal rearrangements defining new subtypes of B-progenitor acute lymphoblastic leukemia (B-ALL), however many cases lack a known initiating genetic alteration. Using integrated genomic analysis of 1,988 childhood and adult cases, we describe a revised taxonomy of B-ALL incorporating 23 subtypes defined by chromosomal rearrangements, sequence mutations or heterogeneous genomic alterations, many of which show marked variation in prevalence according to age. Two subtypes have frequent alterations of the B lymphoid transcription-factor gene PAX5. One, PAX5alt (7.4%), has diverse PAX5 alterations (rearrangements, intragenic amplifications or mutations); a second subtype is defined by PAX5 p.Pro80Arg and biallelic PAX5 alterations. We show that p.Pro80Arg impairs B lymphoid development and promotes the development of B-ALL with biallelic Pax5 alteration in vivo. These results demonstrate the utility of transcriptome sequencing to classify B-ALL and reinforce the central role of PAX5 as a checkpoint in B lymphoid maturation and leukemogenesis.
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Affiliation(s)
- Zhaohui Gu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michelle L Churchman
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kathryn G Roberts
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ian Moore
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Xin Zhou
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Joy Nakitandwe
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kohei Hagiwara
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stephane Pelletier
- Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sebastien Gingras
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Hartmut Berns
- Department of Transgenic/Gene Knockout Shared Resource, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Debbie Payne-Turner
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ashley Hill
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ilaria Iacobucci
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lei Shi
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Deqing Pei
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chunxu Qu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Scott Newman
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Meenakshi Devidas
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Yunfeng Dai
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Shalini C Reshmi
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Julie Gastier-Foster
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Elizabeth A Raetz
- Division of Pediatric Hematology-Oncology, New York University, New York, NY, USA
| | - Michael J Borowitz
- Division of Hematologic Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Brent L Wood
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | | | | | | | | | - Kelly W Maloney
- University of Colorado School of Medicine and Children's Hospital, Aurora, CO, USA
| | - Alessandro Rambaldi
- Hematology and Bone Marrow Transplant Unit, Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Orietta Spinelli
- Hematology and Bone Marrow Transplant Unit, Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | | | - Mark D Minden
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Jacob M Rowe
- Hematology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Selina Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark R Litzow
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Janis Racevskis
- Cancer Center, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Yanming Zhang
- Cytogenetics Laboratory, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ravi Bhatia
- Division of Hematology-Oncology, University of Birmingham, Birmingham, AL, USA
| | | | - Krzysztof Mrózek
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Clara D Bloomfield
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Wendy Stock
- University of Chicago Medical Center, Chicago, IL, USA
| | - Steven Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hagop M Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Williams E Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sima Jeha
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jun Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Elisabeth Paietta
- Cancer Center, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - James R Downing
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mary V Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mignon L Loh
- Department of Pediatrics, UCSF Benioff Children's Hospital and the Helen Diller Family, San Francisco, CA, USA
| | - Stephen P Hunger
- Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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21
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Wendorff AA, Quinn SA, Rashkovan M, Madubata CJ, Ambesi-Impiombato A, Litzow MR, Tallman MS, Paietta E, Paganin M, Basso G, Gastier-Foster JM, Loh ML, Rabadan R, Van Vlierberghe P, Ferrando AA. Phf6 Loss Enhances HSC Self-Renewal Driving Tumor Initiation and Leukemia Stem Cell Activity in T-ALL. Cancer Discov 2018; 9:436-451. [PMID: 30567843 DOI: 10.1158/2159-8290.cd-18-1005] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 11/29/2018] [Accepted: 12/13/2018] [Indexed: 11/16/2022]
Abstract
The plant homeodomain 6 gene (PHF6) is frequently mutated in human T-cell acute lymphoblastic leukemia (T-ALL); however, its specific functional role in leukemia development remains to be established. Here, we show that loss of PHF6 is an early mutational event in leukemia transformation. Mechanistically, genetic inactivation of Phf6 in the hematopoietic system enhances hematopoietic stem cell (HSC) long-term self-renewal and hematopoietic recovery after chemotherapy by rendering Phf6 knockout HSCs more quiescent and less prone to stress-induced activation. Consistent with a leukemia-initiating tumor suppressor role, inactivation of Phf6 in hematopoietic progenitors lowers the threshold for the development of NOTCH1-induced T-ALL. Moreover, loss of Phf6 in leukemia lymphoblasts activates a leukemia stem cell transcriptional program and drives enhanced T-ALL leukemia-initiating cell activity. These results implicate Phf6 in the control of HSC homeostasis and long-term self-renewal and support a role for PHF6 loss as a driver of leukemia-initiating cell activity in T-ALL. SIGNIFICANCE: Phf6 controls HSC homeostasis, leukemia initiation, and T-ALL leukemia-initiating cell self-renewal. These results substantiate a role for PHF6 mutations as early events and drivers of leukemia stem cell activity in the pathogenesis of T-ALL.This article is highlighted in the In This Issue feature, p. 305.
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Affiliation(s)
| | - S Aidan Quinn
- Institute for Cancer Genetics, Columbia University, New York, New York.,Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Marissa Rashkovan
- Institute for Cancer Genetics, Columbia University, New York, New York
| | - Chioma J Madubata
- Department of Systems Biology, Columbia University, New York, New York
| | | | - Mark R Litzow
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Martin S Tallman
- Department of Hematologic Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elisabeth Paietta
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York
| | - Maddalena Paganin
- Onco-Hematology Division, Department, Salute della Donna e del Bambino (SDB), University of Padua, Padua, Italy
| | - Giuseppe Basso
- Onco-Hematology Division, Department, Salute della Donna e del Bambino (SDB), University of Padua, Padua, Italy.,Italian Institute for Genomic Medicine (HMG), Turin, Italy
| | - Julie M Gastier-Foster
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, Ohio.,Department of Pathology, Ohio State University School of Medicine, Columbus, Ohio.,Department of Pediatrics, Ohio State University School of Medicine, Columbus, Ohio.,Children's Oncology Group, Arcadia, California
| | - Mignon L Loh
- Department of Pediatrics, University of California, San Francisco, California.,Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Raul Rabadan
- Department of Systems Biology, Columbia University, New York, New York.,Department of Biomedical Informatics, Columbia University, New York, New York
| | - Pieter Van Vlierberghe
- Center for Medical Genetics Ghent, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Adolfo A Ferrando
- Institute for Cancer Genetics, Columbia University, New York, New York. .,Department of Pediatrics, Columbia University Medical Center, New York, New York.,Department of Systems Biology, Columbia University, New York, New York.,Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York
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22
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Fernandez HF, Sun Z, Litzow MR, Luger SM, Paietta E, Racevskis J, Levine RL, Patel JP, Abdel-Wahab O, Ketterling RP, Dewald GW, Bennett JM, Rowe JM, Lazarus HM, Tallman MS. Extramedullary acute myeloid leukemia presenting in young adults demonstrates sensitivity to high-dose anthracycline: a subset analysis from ECOG-ACRIN 1900. Haematologica 2018; 104:e147-e150. [PMID: 30467203 DOI: 10.3324/haematol.2018.197277] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Hugo F Fernandez
- Department of Malignant Hematology & Cellular Therapy, Moffitt Cancer Center, Tampa, FL, USA
| | - Zhuoxin Sun
- Department of Biostatistics and Computational Biology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Mark R Litzow
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Selina M Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Ross L Levine
- Human Oncology and Pathogenesis Program, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Jay P Patel
- Human Oncology and Pathogenesis Program, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Omar Abdel-Wahab
- Human Oncology and Pathogenesis Program, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Rhett P Ketterling
- Division of Cytogenetics, Department of Laboratory Medicine, Mayo Clinic, Rochester, MN, USA
| | - Gordon W Dewald
- Division of Cytogenetics, Department of Laboratory Medicine, Mayo Clinic, Rochester, MN, USA
| | - John M Bennett
- Hematology/Oncology/Pathology, University of Rochester, Rochester, NY, USA
| | - Jacob M Rowe
- Hematology and Bone Marrow Transplantation, Rambam Medical Center, Technion, Haifa, Israel
| | - Hillard M Lazarus
- University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Martin S Tallman
- Leukemia Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, Weill Cornell Medical College, New York, NY, USA
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23
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Ignatz-Hoover JJ, Wang V, Mackowski NM, Roe AJ, Ghansah IK, Ueda M, Lazarus HM, de Lima M, Paietta E, Fernandez H, Cripe L, Tallman M, Wald DN. Aberrant GSK3β nuclear localization promotes AML growth and drug resistance. Blood Adv 2018; 2:2890-2903. [PMID: 30385433 PMCID: PMC6234355 DOI: 10.1182/bloodadvances.2018016006] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 08/23/2018] [Indexed: 12/12/2022] Open
Abstract
Acute myeloid leukemia (AML) is a devastating disease with poor patient survival. As targetable mutations in AML are rare, novel oncogenic mechanisms are needed to define new therapeutic targets. We identified AML cells that exhibit an aberrant pool of nuclear glycogen synthase kinase 3β (GSK3β). This nuclear fraction drives AML growth and drug resistance. Nuclear, but not cytoplasmic, GSK3β enhances AML colony formation and AML growth in mouse models. Nuclear GSK3β drives AML partially by promoting nuclear localization of the NF-κB subunit, p65. Finally, nuclear GSK3β localization has clinical significance as it strongly correlates to worse patient survival (n = 86; hazard ratio = 2.2; P < .01) and mediates drug resistance in cell and animal models. Nuclear localization of GSK3β may define a novel oncogenic mechanism in AML and represent a new therapeutic target.
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MESH Headings
- Animals
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- Cell Line, Tumor
- Cell Nucleus/metabolism
- Cell Proliferation/drug effects
- Cell Survival/drug effects
- Drug Resistance, Neoplasm
- Female
- Glycogen Synthase Kinase 3 beta/metabolism
- Humans
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/mortality
- Leukemia, Myeloid, Acute/pathology
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Myeloid-Lymphoid Leukemia Protein/metabolism
- NF-kappa B/metabolism
- Oncogene Proteins, Fusion/metabolism
- Proportional Hazards Models
- Survival Rate
- Transplantation, Heterologous
- Up-Regulation
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Affiliation(s)
| | - Victoria Wang
- Eastern Cooperative Oncology Group-American College of Radiology Imaging Network (ECOG-ACRIN) Biostatistics Center, Dana-Farber Cancer Institute, Boston, MA
| | | | - Anne J Roe
- Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Isaac K Ghansah
- Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Masumi Ueda
- Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Hillard M Lazarus
- Department of Hematology and Oncology, University Hospitals Case Medical Center and Case Western Reserve University, Cleveland, OH
| | - Marcos de Lima
- Department of Hematology and Oncology, University Hospitals Case Medical Center and Case Western Reserve University, Cleveland, OH
| | | | - Hugo Fernandez
- Department of Blood and Marrow Transplant, Moffitt Cancer Center, Tampa, FL
| | - Larry Cripe
- Department of Medicine, Indiana University, Indianapolis, IN
| | - Martin Tallman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; and
| | - David N Wald
- Department of Pathology, Case Western Reserve University, Cleveland, OH
- Department of Pathology, University Hospitals Case Medical Center, Cleveland, OH
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24
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Marcelletti JF, Sikic BI, Cripe LD, Paietta E. Evidence of a role for functional heterogeneity in multidrug resistance transporters in clinical trials of P-glycoprotein modulation in acute myeloid leukemia. Cytometry B Clin Cytom 2018; 96:57-66. [PMID: 30334334 DOI: 10.1002/cyto.b.21737] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 08/08/2018] [Accepted: 08/28/2018] [Indexed: 11/08/2022]
Abstract
BACKGROUND Multidrug resistance (MDR) transporter proteins such as P-glycoprotein (P-gp) efflux a variety of chemotherapeutic drugs from acute myeloid leukemia (AML) blasts leading to clinical drug resistance. METHODS This study examined heterogeneity of MDR functional efflux by AML blasts using two flow cytometry bioassays. Bone marrow specimens (N = 50) from elderly patients with newly diagnosed AML were analyzed for CD34+ blasts with MDR efflux function. Efflux was measured with a fluorescent dye (DiOC2 ) as a surrogate for oncology drugs that are substrates for MDR efflux. P-gp-mediated efflux was differentiated from non-P-gp MDR activities using zosuquidar, a highly selective P-gp modulator. The bioassays included a zosuquidar-dependent DiOC2 accumulation bioassay that measured only P-gp. The second method, termed the efflux bioassay, could detect P-gp and other non-P-gp efflux depending on bioassay culture conditions. RESULTS Sixty-two percent of the specimens were considered positive for blasts with P-gp function, and 26% of such P-gp-positive specimens also exhibited zosuquidar-resistant (i.e., non-P-gp) MDR efflux activity; 37% of P-gp-negative AML blast specimens displayed zosuquidar-resistant MDR function in the efflux bioassay. CONCLUSIONS These results confirm the heterogeneous nature of MDR efflux pumps in AML blasts, and provide support for the hypothesis that non-P-gp MDR contributed to negative results with zosuquidar in AML trials like ECOG-ACRIN E3999. © 2018 International Clinical Cytometry Society.
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Affiliation(s)
- John F Marcelletti
- Department of Clinical Development, Kanisa Pharmaceuticals, San Diego, California
| | - Branimir I Sikic
- Department of Medicine, Stanford University, Stanford, California.,Oncology Division, Stanford University, Stanford, California
| | - Larry D Cripe
- Department of Hematology/Oncology, Indiana University Simon Cancer Center, Indianapolis, Indiana
| | - Elisabeth Paietta
- Oncology Department, Albert Einstein College of Medicine, Bronx, New York
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25
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Mitchell K, Barreyro L, Todorova TI, Taylor SJ, Antony-Debré I, Narayanagari SR, Carvajal LA, Leite J, Piperdi Z, Pendurti G, Mantzaris I, Paietta E, Verma A, Gritsman K, Steidl U. IL1RAP potentiates multiple oncogenic signaling pathways in AML. J Exp Med 2018; 215:1709-1727. [PMID: 29773641 PMCID: PMC5987926 DOI: 10.1084/jem.20180147] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/19/2018] [Accepted: 04/09/2018] [Indexed: 01/02/2023] Open
Abstract
The surface molecule interleukin-1 receptor accessory protein (IL1RAP) is consistently overexpressed across multiple genetic subtypes of acute myeloid leukemia (AML) and other myeloid malignancies, including at the stem cell level, and is emerging as a novel therapeutic target. However, the cell-intrinsic functions of IL1RAP in AML cells are largely unknown. Here, we show that targeting of IL1RAP via RNA interference, genetic deletion, or antibodies inhibits AML pathogenesis in vitro and in vivo, without perturbing healthy hematopoietic function or viability. Furthermore, we found that the role of IL1RAP is not restricted to the IL-1 receptor pathway, but that IL1RAP physically interacts with and mediates signaling and pro-proliferative effects through FLT3 and c-KIT, two receptor tyrosine kinases with known key roles in AML pathogenesis. Our study provides a new mechanistic basis for the efficacy of IL1RAP targeting in AML and reveals a novel role for this protein in the pathogenesis of the disease.
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Affiliation(s)
- Kelly Mitchell
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | - Laura Barreyro
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | | | - Samuel J Taylor
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | | | | | - Luis A Carvajal
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | - Joana Leite
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | - Zubair Piperdi
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
| | - Gopichand Pendurti
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
| | - Ioannis Mantzaris
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
| | - Elisabeth Paietta
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, NY
| | - Amit Verma
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, NY
- Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY
| | - Kira Gritsman
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, NY
- Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY
| | - Ulrich Steidl
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY
- Department of Medicine (Oncology), Division of Hemato-Oncology, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, NY
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, NY
- Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY
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26
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Sanchez-Martin M, Ambesi-Impiombato A, Qin Y, Herranz D, Bansal M, Girardi T, Paietta E, Tallman MS, Rowe JM, Keersmaecker KD, Califano A, Ferrando A. Abstract 49: Synergistic antileukemic therapies in NOTCH1-induced T-ALL. Clin Cancer Res 2017. [DOI: 10.1158/1557-3265.hemmal17-49] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Over 60% of patients with T-cell acute lymphoblastic leukemia (T-ALL) harbor activating mutations in Notch1 gene, making this receptor a promising therapeutic target for T-ALL. Υ-secretase inhibitors (GSIs), which block a proteolytic cleavage required for NOTCH1 activation, have been clinically explored for the treatment of T-ALL. However, lack of primary responses and relapses have prevented further development of GSIs in the clinic, highlighting the need to identify novel therapies synergistic with NOTCH1 inhibition for the treatment of highly aggressive NOTCH1-mutant T-ALL.
To identify new antileukemic drugs for T-ALL we designed an expression-based drug screen utilizing drug profiles contained in the Connectivity Map (cMAP) to search for positive connections with gene signatures driven by NOTCH1 inhibition in this disease. This analyses uncovered 17 compound candidates for synergistic activity with NOTCH1 inhibition, including drugs with known mechanism of action: inhibitors of the mTOR/PI3K/AKT pathway and histone deacetylase inhibitors; as well as compounds with unrelated mechanisms, pyrvinium pamoate (antihelmintic) and withaferin A (antiangiogenic). Pair-wise gene set enrichment analyses on the expression profile driven by each of these drugs in T-ALL cells revealed compounds with transcriptional programs partially overlapping those driven by PI3K/AKT inhibitors, and drugs with distinctive expression profiles, such as withaferin A, suggestive of a unique mode of action.
We next characterized the activity of each of the cMAP hits alone and in combination with the GSI DBZ in vitro using a panel of 5 NOTCH1-mutant T-ALL cell lines (CUTLL1, DND41, HPBALL, RPMI and CCRF-CEM). In this analysis, 5 drugs scored as highly active (IC50<0.5) and synergistic (combination index, CI <0.4) in combination with the GSI DBZ: withaferin A, parthenolide, rapamycin, wortmannin, and vorinostat. In addition, 3 out of the 5 drug candidates displayed proapoptotic activity by flow cytometry in cells treated with each of the drugs alone and in combination with DBZ. Among them, withaferin A stood up as the most cytotoxic GSI-synergistic drug candidate. In addition, evaluation of withaferin A activity as single agent and in combination with DBZ in genetic mouse models and primary-derived xenografts of NOTCH1-mutant T-ALL in vivo demonstrated strong antileukemic effects for the combination of GSI and withaferin A.
Functional annotation and DeMAND algorithm analyses on the expression profile of withaferin A revealed downregulation of genes and pathways involved in protein translation and identified 21 components of the ribosome and the translation machinery as potential effectors of the antitumoral activity of the drug in T-ALL, including two subunits of the eIF2A translation complex (eIF2S1 and eIF2S2) which controls translation initiation via phosphorylation of the eIF2S1 subunit under conditions of cellular stress. Polysome profiling, nascent protein, and Western blot analyses of cells treated with withaferin A confirmed an inhibitory effect of the drug in protein translation mediated by eIF2S1 phosphorylation. Consistently, expression of a non-phosphorylable mutant form of eIF2S1 in leukemia cell lines rescued the effects of withaferin A in vitro.
Our results illustrate the power of our expression-based and in vivo validation approach toward the identification of antitumor drug combinations for the treatment of human cancer.
Citation Format: Marta Sanchez-Martin, Alberto Ambesi-Impiombato, Yue Qin, Daniel Herranz, Mukesh Bansal, Tiziana Girardi, Elisabeth Paietta, Martin S. Tallman, Jacob M. Rowe, Kim De Keersmaecker, Andrea Califano, Adolfo Ferrando. Synergistic antileukemic therapies in NOTCH1-induced T-ALL [abstract]. In: Proceedings of the Second AACR Conference on Hematologic Malignancies: Translating Discoveries to Novel Therapies; May 6-9, 2017; Boston, MA. Philadelphia (PA): AACR; Clin Cancer Res 2017;23(24_Suppl):Abstract nr 49.
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Affiliation(s)
| | | | - Yue Qin
- 1Columbia University, New York, NY,
| | | | | | | | | | | | - Jacob M. Rowe
- 5Technion, Israel Institute of Technology, Haifa, Israel
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27
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Litzow MR, Fielding AK, Luger SM, Paietta E, Ofran Y, Rowe JM, Goldstone AH, Tallman MS, Lazarus HM. The evolving role of chemotherapy and hematopoietic cell transplants in Ph-positive acute lymphoblastic leukemia in adults. Bone Marrow Transplant 2017; 52:1592-1598. [PMID: 28581459 DOI: 10.1038/bmt.2017.110] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 10/29/2016] [Accepted: 11/02/2016] [Indexed: 01/28/2023]
Abstract
The introduction of the tyrosine kinase inhibitors (TKI) into the treatment of patients with Ph or BCR-ABL1-positive acute lymphoblastic leukemia has revolutionized the treatment of this poor prognosis acute leukemia. The combination of TKI with chemotherapy has improved response rates and allowed more patients to proceed to allogeneic hematopoietic cell transplant (alloHCT). Older patients have excellent responses to TKI and corticosteroids or in combination with minimal chemotherapy. This raises the question as to whether patients require full-intensity chemotherapy with TKI to achieve molecular remissions. The pediatricians have proposed that cure is achievable without alloHCT in children. These results have suggested that many patients may not require traditional chemotherapy in addition to TKI to achieve remission, and that patients who achieve a negative minimal residual disease state may not require alloHCT. The data in support of these questions is presented here and a suggested future clinical trial design based on these data is proposed.
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Affiliation(s)
- M R Litzow
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | - S M Luger
- University of Pennsylvania, Philadelphia, PA, USA
| | - E Paietta
- Montefiore Medical Center, Bronx, NY, USA
| | - Y Ofran
- Rambam Healthcare Campus, Haifa, Israel
| | - J M Rowe
- Shaare Zedek Medical Center, Jerusalem, Israel
| | | | - M S Tallman
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - H M Lazarus
- University Hospitals Cleveland Medical Center Cleveland, OH, USA
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28
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Keeney M, Wood BL, Hedley BD, DiGiuseppe JA, Stetler-Stevenson M, Paietta E, Lozanski G, Seegmiller AC, Greig BW, Shaver AC, Mukundan L, Higley HR, Sigman CC, Kelloff G, Jessup JM, Borowitz MJ. A QA Program for MRD Testing Demonstrates That Systematic Education Can Reduce Discordance Among Experienced Interpreters. Cytometry B Clin Cytom 2017; 94:239-249. [PMID: 28475275 DOI: 10.1002/cyto.b.21528] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Revised: 03/30/2017] [Accepted: 04/10/2017] [Indexed: 11/10/2022]
Abstract
BACKGROUND Minimal residual disease (MRD) in B lymphoblastic leukemia (B-ALL) by flow cytometry is an established prognostic factor used to adjust treatment in most pediatric therapeutic protocols. MRD in B-ALL has been standardized by the Children's Oncology Group (COG) in North America, but not routine clinical labs. The Foundation for National Institutes of Health sought to harmonize MRD measurement among COG, oncology groups, academic, community and government, laboratories. METHODS Listmode data from post-induction marrows were distributed from a reference lab to seven different clinical FCM labs with variable experience in B-ALL MRD. Labs were provided with the COG protocol. Files from 15 cases were distributed to the seven labs. Educational sessions were implemented, and 10 more listmode file cases analyzed. RESULTS Among 105 initial challenges, the overall discordance rate was 26%. In the final round, performance improved considerably; out of 70 challenges, there were five false positives and one false negative (9% discordance), and no quantitative discordance. Four of six deviations occurred in a single lab. Three samples with hematogones were still misclassified as MRD. CONCLUSIONS Despite the provision of the COG standardized analysis protocol, even experienced laboratories require an educational component for B-ALL MRD analysis by FCM. Recognition of hematogones remains challenging for some labs when using the COG protocol. The results from this study suggest that dissemination of MRD testing to other North American laboratories as part of routine clinical management of B-ALL is possible but requires additional educational components to complement standardized methodology. © 2017 International Clinical Cytometry Society.
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Affiliation(s)
- Michael Keeney
- Pathology and Laboratory Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Brent L Wood
- Seattle Cancer Care Alliance, Seattle, Washington.,University of Washington, Seattle, Washington
| | - Benjamin D Hedley
- Pathology and Laboratory Medicine, London Health Sciences Centre, London, Ontario, Canada
| | | | | | | | - Gerard Lozanski
- Department of Pathology, Ohio State University, Columbus, Ohio
| | - Adam C Seegmiller
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Bruce W Greig
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Aaron C Shaver
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | | | - Gary Kelloff
- Cancer Imaging Program, National Cancer Institute, Bethesda, Maryland
| | | | - Michael J Borowitz
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland
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29
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Vu LP, Prieto C, Amin EM, Chhangawala S, Krivtsov A, Calvo-Vidal MN, Chou T, Chow A, Minuesa G, Park SM, Barlowe TS, Taggart J, Tivnan P, Deering RP, Chu LP, Kwon JA, Meydan C, Perales-Paton J, Arshi A, Gönen M, Famulare C, Patel M, Paietta E, Tallman MS, Lu Y, Glass J, Garret-Bakelman FE, Melnick A, Levine R, Al-Shahrour F, Järås M, Hacohen N, Hwang A, Garippa R, Lengner CJ, Armstrong SA, Cerchietti L, Cowley GS, Root D, Doench J, Leslie C, Ebert BL, Kharas MG. Functional screen of MSI2 interactors identifies an essential role for SYNCRIP in myeloid leukemia stem cells. Nat Genet 2017; 49:866-875. [PMID: 28436985 PMCID: PMC5508533 DOI: 10.1038/ng.3854] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Accepted: 03/31/2017] [Indexed: 12/15/2022]
Abstract
The identity of the RNA-binding proteins (RBPs) that govern cancer stem cells remains poorly characterized. The MSI2 RBP is a central regulator of translation of cancer stem cell programs. Through proteomic analysis of the MSI2-interacting RBP network and functional shRNA screening, we identified 24 genes required for in vivo leukemia. Syncrip was the most differentially required gene between normal and myeloid leukemia cells. SYNCRIP depletion increased apoptosis and differentiation while delaying leukemogenesis. Gene expression profiling of SYNCRIP-depleted cells demonstrated a loss of the MLL and HOXA9 leukemia stem cell program. SYNCRIP and MSI2 interact indirectly though shared mRNA targets. SYNCRIP maintains HOXA9 translation, and MSI2 or HOXA9 overexpression rescued the effects of SYNCRIP depletion. Altogether, our data identify SYNCRIP as a new RBP that controls the myeloid leukemia stem cell program. We propose that targeting these RBP complexes might provide a novel therapeutic strategy in leukemia.
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Affiliation(s)
- Ly P Vu
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Camila Prieto
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Physiology, Biophysics and Systems Biology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, New York, USA
| | - Elianna M Amin
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sagar Chhangawala
- Physiology, Biophysics and Systems Biology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, New York, USA.,Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Andrei Krivtsov
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - M Nieves Calvo-Vidal
- Department of Medicine, Division of Hematology/Oncology, Weill Cornell Medical College, New York, New York, USA
| | - Timothy Chou
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Arthur Chow
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gerard Minuesa
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sun Mi Park
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Trevor S Barlowe
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - James Taggart
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Patrick Tivnan
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Lisa P Chu
- Division of Hematology, Brigham and Woman's Hospital, Boston, Massachusetts, USA
| | | | - Cem Meydan
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York, USA
| | - Javier Perales-Paton
- Translational Bioinformatics Unit, Clinical Research Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - Arora Arshi
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Mithat Gönen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Christopher Famulare
- Human Oncology and Pathogenesis Program, Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Minal Patel
- Human Oncology and Pathogenesis Program, Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Elisabeth Paietta
- Department of Medicine, Montefiore Medical Center, Bronx, New York, USA
| | - Martin S Tallman
- Leukemia Service, Department of Medicine, Memorial Sloan Kettering Hospital, New York, New York, USA
| | - Yuheng Lu
- Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jacob Glass
- Leukemia Service, Department of Medicine, Memorial Sloan Kettering Hospital, New York, New York, USA
| | - Francine E Garret-Bakelman
- Department of Medicine and Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia, USA.,Division of Hematology and Medical Oncology, Departments of Medicine and Pharmacology, Weill Cornell Medical College, Cornell University, New York, New York, USA
| | - Ari Melnick
- Division of Hematology and Medical Oncology, Departments of Medicine and Pharmacology, Weill Cornell Medical College, Cornell University, New York, New York, USA
| | - Ross Levine
- Human Oncology and Pathogenesis Program, Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Fatima Al-Shahrour
- Translational Bioinformatics Unit, Clinical Research Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - Marcus Järås
- Department of Clinical Genetics, Lund University, Lund, Sweden
| | - Nir Hacohen
- Harvard Medical School, Boston, Massachusetts, USA
| | - Alexia Hwang
- RNAi Core, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ralph Garippa
- RNAi Core, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Christopher J Lengner
- Department of Animal Biology, Department of Cell and Developmental Biology, and Institute for Regenerative Medicine, Schools of Veterinary Medicine and Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Scott A Armstrong
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Leandro Cerchietti
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Glenn S Cowley
- Discovery Sciences, Janssen Research and Development, Spring House, Pennsylvania, USA
| | - David Root
- Broad Institute, Boston, Massachusetts, USA
| | | | - Christina Leslie
- Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Benjamin L Ebert
- Division of Hematology, Brigham and Woman's Hospital, Boston, Massachusetts, USA
| | - Michael G Kharas
- Molecular Pharmacology Program, Center for Cell Engineering, Center for Stem Cell Biology, and Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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30
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Zhang J, McCastlain K, Yoshihara H, Xu B, Chang Y, Churchman ML, Wu G, Li Y, Wei L, Iacobucci I, Liu Y, Qu C, Wen J, Edmonson M, Payne-Turner D, Kaufmann KB, Takayanagi SI, Wienholds E, Waanders E, Ntziachristos P, Bakogianni S, Wang J, Aifantis I, Roberts KG, Ma J, Song G, Easton J, Mulder HL, Chen X, Newman S, Ma X, Rusch M, Gupta P, Boggs K, Vadodaria B, Dalton J, Liu Y, Valentine ML, Ding L, Lu C, Fulton RS, Fulton L, Tabib Y, Ochoa K, Devidas M, Pei D, Cheng C, Yang J, Evans WE, Relling MV, Pui CH, Jeha S, Harvey RC, Chen IML, Willman CL, Marcucci G, Bloomfield CD, Kohlschmidt J, Mrózek K, Paietta E, Tallman MS, Stock W, Foster MC, Racevskis J, Rowe JM, Luger S, Kornblau SM, Shurtleff SA, Raimondi SC, Mardis ER, Wilson RK, Dick JE, Hunger SP, Loh ML, Downing JR, Mullighan CG. Deregulation of DUX4 and ERG in acute lymphoblastic leukemia. Nat Genet 2016; 48:1481-1489. [PMID: 27776115 PMCID: PMC5144107 DOI: 10.1038/ng.3691] [Citation(s) in RCA: 206] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 09/09/2016] [Indexed: 12/25/2022]
Abstract
Chromosomal rearrangements deregulating hematopoietic transcription factors are common in acute lymphoblastic leukemia (ALL). Here we show that deregulation of the homeobox transcription factor gene DUX4 and the ETS transcription factor gene ERG is a hallmark of a subtype of B-progenitor ALL that comprises up to 7% of B-ALL. DUX4 rearrangement and overexpression was present in all cases and was accompanied by transcriptional deregulation of ERG, expression of a novel ERG isoform, ERGalt, and frequent ERG deletion. ERGalt uses a non-canonical first exon whose transcription was initiated by DUX4 binding. ERGalt retains the DNA-binding and transactivation domains of ERG, but it inhibits wild-type ERG transcriptional activity and is transforming. These results illustrate a unique paradigm of transcription factor deregulation in leukemia in which DUX4 deregulation results in loss of function of ERG, either by deletion or induced expression of an isoform that is a dominant-negative inhibitor of wild-type ERG function.
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Affiliation(s)
- Jinghui Zhang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Kelly McCastlain
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Hiroki Yoshihara
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Beisi Xu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yunchao Chang
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Gang Wu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yongjin Li
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Lei Wei
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Ilaria Iacobucci
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yu Liu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Chunxu Qu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Ji Wen
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Michael Edmonson
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Kerstin B. Kaufmann
- Princess Margaret Cancer Centre, University Health Network and Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Shin-ichiro Takayanagi
- Princess Margaret Cancer Centre, University Health Network and Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1L7, Canada
- Oncology Research Laboratories, Kyowa Hakko Kirin Co., Ltd., Machida-shi, Tokyo, 194-8533, Japan
| | - Erno Wienholds
- Princess Margaret Cancer Centre, University Health Network and Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Esmé Waanders
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
- Department of Human Genetics, Radboud University Medical Center and Radboud Center for Molecular Life Sciences, Nijmegen, the Netherlands
| | | | - Sofia Bakogianni
- Department of Pathology, New York University School of Medicine, New York, NY
| | - Jingjing Wang
- Department of Pathology, New York University School of Medicine, New York, NY
| | - Iannis Aifantis
- Department of Pathology, New York University School of Medicine, New York, NY
- Howard Hughes Medical Institute, New York, NY
| | - Kathryn G. Roberts
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jing Ma
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Guangchun Song
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - John Easton
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Heather L. Mulder
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Xiang Chen
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Scott Newman
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Michael Rusch
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Pankaj Gupta
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Kristy Boggs
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Bhavin Vadodaria
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN
| | - James Dalton
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yanling Liu
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Marcus L Valentine
- Cytogenetics Core Facility, St. Jude Children’s Research Hospital, Memphis, TN
| | - Li Ding
- McDonnell Genome Institute, Washington University, St Louis, MO
| | - Charles Lu
- McDonnell Genome Institute, Washington University, St Louis, MO
| | | | - Lucinda Fulton
- McDonnell Genome Institute, Washington University, St Louis, MO
| | - Yashodhan Tabib
- McDonnell Genome Institute, Washington University, St Louis, MO
| | - Kerri Ochoa
- McDonnell Genome Institute, Washington University, St Louis, MO
| | - Meenakshi Devidas
- Department of Biostatistics, Colleges of Medicine, Public Health & Health Profession, University of Florida, Gainesville, FL
| | - Deqing Pei
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Jun Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - William E. Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Mary V. Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Sima Jeha
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Richard C. Harvey
- Department of Pathology, The Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM
| | - I-Ming L Chen
- Department of Pathology, The Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM
| | - Cheryl L. Willman
- Department of Pathology, The Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM
| | | | | | | | - Krzysztof Mrózek
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | | | | | - Wendy Stock
- University of Chicago Medical Center, Chicago, IL
| | - Matthew C. Foster
- Division of Hematology/Oncology, University of North Carolina, Chapel Hill, NC
| | - Janis Racevskis
- Department of Medicine (Oncology), Albert Einstein College of Medicine, Montefiore Medical Center, New York, NY
| | - Jacob M. Rowe
- Department of Pediatrics, Children’s Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Selina Luger
- Department of Pediatrics, Benioff Children’s Hospital, University of California at San Francisco, San Francisco, CA
| | - Steven M. Kornblau
- Section of Molecular Hematology and Therapy, Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | - Sheila A Shurtleff
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Susana C. Raimondi
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | | | - John E. Dick
- Princess Margaret Cancer Centre, University Health Network and Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Stephen P Hunger
- Department of Pediatrics, Children’s Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Mignon L. Loh
- Department of Pediatrics, Benioff Children’s Hospital, University of California at San Francisco, San Francisco, CA
| | - James R. Downing
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN
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Roberts KG, Gu Z, Payne-Turner D, McCastlain K, Harvey RC, Chen IM, Pei D, Iacobucci I, Valentine M, Pounds SB, Shi L, Li Y, Zhang J, Cheng C, Rambaldi A, Tosi M, Spinelli O, Radich JP, Minden MD, Rowe JM, Luger S, Litzow MR, Tallman MS, Wiernik PH, Bhatia R, Aldoss I, Kohlschmidt J, Mrózek K, Marcucci G, Bloomfield CD, Stock W, Kornblau S, Kantarjian HM, Konopleva M, Paietta E, Willman CL, Mullighan CG. High Frequency and Poor Outcome of Philadelphia Chromosome-Like Acute Lymphoblastic Leukemia in Adults. J Clin Oncol 2016; 35:394-401. [PMID: 27870571 DOI: 10.1200/jco.2016.69.0073] [Citation(s) in RCA: 269] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Purpose Philadelphia chromosome (Ph) -like acute lymphoblastic leukemia (ALL) is a high-risk subtype of childhood ALL characterized by kinase-activating alterations that are amenable to treatment with tyrosine kinase inhibitors. We sought to define the prevalence and genomic landscape of Ph-like ALL in adults and assess response to conventional chemotherapy. Patients and Methods The frequency of Ph-like ALL was assessed by gene expression profiling of 798 patients with B-cell ALL age 21 to 86 years. Event-free survival and overall survival were determined for Ph-like ALL versus non-Ph-like ALL patients. Detailed genomic analysis was performed on 180 of 194 patients with Ph-like ALL. Results Patients with Ph-like ALL accounted for more than 20% of adults with ALL, including 27.9% of young adults (age 21 to 39 years), 20.4% of adults (age 40 to 59 years), and 24.0% of older adults (age 60 to 86 years). Overall, patients with Ph-like ALL had an inferior 5-year event-free survival compared with patients with non-Ph-like ALL (22.5% [95% CI, 14.9% to 29.3%; n = 155] v 49.3% [95% CI, 42.8% to 56.2%; n = 247], respectively; P < .001). We identified kinase-activating alterations in 88% of patients with Ph-like ALL, including CRLF2 rearrangements (51%), ABL class fusions (9.8%), JAK2 or EPOR rearrangements (12.4%), other JAK-STAT sequence mutations (7.2%), other kinase alterations (4.1%), and Ras pathway mutations (3.6%). Eleven new kinase rearrangements were identified, including four involving new kinase or cytokine receptor genes and seven involving new partners for previously identified genes. Conclusion Ph-like ALL is a highly prevalent subtype of ALL in adults and is associated with poor outcome. The diverse range of kinase-activating alterations in Ph-like ALL has important therapeutic implications. Trials comparing the addition of tyrosine kinase inhibitors to conventional therapy are required to evaluate the clinical utility of these agents in the treatment of Ph-like ALL.
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Affiliation(s)
- Kathryn G Roberts
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Zhaohui Gu
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Debbie Payne-Turner
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kelly McCastlain
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Richard C Harvey
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - I-Ming Chen
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Deqing Pei
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ilaria Iacobucci
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Marcus Valentine
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stanley B Pounds
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Lei Shi
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yongjin Li
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jinghui Zhang
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Cheng Cheng
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Alessandro Rambaldi
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Manuela Tosi
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Orietta Spinelli
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jerald P Radich
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mark D Minden
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jacob M Rowe
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Selina Luger
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mark R Litzow
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Martin S Tallman
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Peter H Wiernik
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ravi Bhatia
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ibrahim Aldoss
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jessica Kohlschmidt
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Krzysztof Mrózek
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Guido Marcucci
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Clara D Bloomfield
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wendy Stock
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Kornblau
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hagop M Kantarjian
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Marina Konopleva
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elisabeth Paietta
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Cheryl L Willman
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Charles G Mullighan
- Kathryn G. Roberts, Zhaohui Gu, Debbie Payne-Turner, Kelly McCastlain, Deqing Pei, Ilaria Iacobucci, Marcus Valentine, Stanley B. Pounds, Lei Shi, Yongjin Li, Jinghui Zhang, Cheng Cheng, and Charles G. Mullighan, St Jude Children's Research Hospital, Memphis, TN; Richard C. Harvey, I-Ming Chen, and Cheryl L. Willman, University of New Mexico Cancer Center, Albuquerque, NM; Alessandro Rambaldi, Manuela Tosi, and Orietta Spinelli, Ospedale Papa Giovanni XXIII, Bergamo, Italy; Jerald P. Radich, Fred Hutchinson Cancer Research Center, Seattle, WA; Mark D. Minden, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Jacob M. Rowe, Shaare Zedek Medical Center, Jerusalem, Israel; Selina Luger, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA; Mark R. Litzow, Mayo Clinic, Rochester, MN; Martin S. Tallman, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York; Peter H. Wiernik, Cancer Research Foundation of New York; Elisabeth Paietta, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; Ravi Bhatia, The University of Alabama at Birmingham, Birmingham, AL; Ibrahim Aldoss and Guido Marcucci, City of Hope, Duarte, CA; Jessica Kohlschmidt, Krzysztof Mrózek, and Clara D. Bloomfield, Comprehensive Cancer Center, The Ohio State University, Columbus, OH; Wendy Stock, University of Chicago Medical Center, Chicago, IL; and Stephen Kornblau, Hagop M. Kantarjian, and Marina Konopleva, The University of Texas MD Anderson Cancer Center, Houston, TX
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Gu Z, Churchman M, Roberts K, Li Y, Liu Y, Harvey RC, McCastlain K, Reshmi SC, Payne-Turner D, Iacobucci I, Shao Y, Chen IM, Valentine M, Pei D, Mungall KL, Mungall AJ, Ma Y, Moore R, Marra M, Stonerock E, Gastier-Foster JM, Devidas M, Dai Y, Wood B, Borowitz M, Larsen EE, Maloney K, Mattano Jr LA, Angiolillo A, Salzer WL, Burke MJ, Gianni F, Spinelli O, Radich JP, Minden MD, Moorman AV, Patel B, Fielding AK, Rowe JM, Luger SM, Bhatia R, Aldoss I, Forman SJ, Kohlschmidt J, Mrózek K, Marcucci G, Bloomfield CD, Stock W, Kornblau S, Kantarjian HM, Konopleva M, Paietta E, Willman CL, L. Loh M, P. Hunger S, Mullighan CG. Genomic analyses identify recurrent MEF2D fusions in acute lymphoblastic leukaemia. Nat Commun 2016; 7:13331. [PMID: 27824051 PMCID: PMC5105166 DOI: 10.1038/ncomms13331] [Citation(s) in RCA: 187] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2016] [Accepted: 09/23/2016] [Indexed: 12/29/2022] Open
Abstract
Chromosomal rearrangements are initiating events in acute lymphoblastic leukaemia (ALL). Here using RNA sequencing of 560 ALL cases, we identify rearrangements between MEF2D (myocyte enhancer factor 2D) and five genes (BCL9, CSF1R, DAZAP1, HNRNPUL1 and SS18) in 22 B progenitor ALL (B-ALL) cases with a distinct gene expression profile, the most common of which is MEF2D-BCL9. Examination of an extended cohort of 1,164 B-ALL cases identified 30 cases with MEF2D rearrangements, which include an additional fusion partner, FOXJ2; thus, MEF2D-rearranged cases comprise 5.3% of cases lacking recurring alterations. MEF2D-rearranged ALL is characterized by a distinct immunophenotype, DNA copy number alterations at the rearrangement sites, older diagnosis age and poor outcome. The rearrangements result in enhanced MEF2D transcriptional activity, lymphoid transformation, activation of HDAC9 expression and sensitive to histone deacetylase inhibitor treatment. Thus, MEF2D-rearranged ALL represents a distinct form of high-risk leukaemia, for which new therapeutic approaches should be considered.
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Affiliation(s)
- Zhaohui Gu
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Michelle Churchman
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Kathryn Roberts
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Yongjin Li
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Yu Liu
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Richard C. Harvey
- University of New Mexico Cancer Center, Albuquerque, New Mexico 87106, USA
| | - Kelly McCastlain
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Shalini C. Reshmi
- The Research Institute, Nationwide Children's Hospital, Columbus, Ohio 43205, USA
| | - Debbie Payne-Turner
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Ilaria Iacobucci
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
| | - Ying Shao
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - I-Ming Chen
- University of New Mexico Cancer Center, Albuquerque, New Mexico 87106, USA
| | - Marcus Valentine
- Cytogenetic Shared Resource, St Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Deqing Pei
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Karen L. Mungall
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Andrew J. Mungall
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Yussanne Ma
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Richard Moore
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Marco Marra
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Eileen Stonerock
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, Ohio 43205, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, Ohio 43210, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio 43210, USA
| | - Julie M. Gastier-Foster
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, Ohio 43205, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, Ohio 43210, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio 43210, USA
| | - Meenakshi Devidas
- Department of Biostatistics, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida 32611, USA
| | - Yunfeng Dai
- Department of Biostatistics, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida 32611, USA
| | - Brent Wood
- Department of Laboratory Medicine, University of Washington, Seattle, Washington 98195, USA
| | - Michael Borowitz
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21287, USA
| | - Eric E. Larsen
- Maine Children's Cancer Program, Scarborough, Maine 04074, USA
| | - Kelly Maloney
- Pediatric Hematology/Oncology/BMT, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado 80045, USA
| | | | - Anne Angiolillo
- Children's National Medical Center, Washington, DC 20010, USA
| | - Wanda L. Salzer
- US Army Medical Research and Materiel Command, Fort Detrick, Maryland 21702, USA
| | | | - Francesca Gianni
- Department of Hematology and Bone Marrow Transplantation, Papa Giovanni XXIII Hospital Piazza OMS 1 24127, Bergamo, Italy
| | - Orietta Spinelli
- Department of Hematology and Bone Marrow Transplantation, Papa Giovanni XXIII Hospital Piazza OMS 1 24127, Bergamo, Italy
| | - Jerald P. Radich
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Mark D. Minden
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Anthony V. Moorman
- Leukemia Research Cytogenetics Group, Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Bella Patel
- Department of Haemato-Oncology, Barts Cancer Institute, London EC1M 6BQ, UK
| | | | - Jacob M. Rowe
- Hematology, Shaare Zedek Medical Center, Jerusalem 9103102, Israel
| | - Selina M. Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Ravi Bhatia
- Division of Hematology and Oncology, Department of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
| | - Ibrahim Aldoss
- Division of Hematology and Oncology, Department of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
| | - Stephen J. Forman
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, California 91010, USA
| | - Jessica Kohlschmidt
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio 43210, USA
- Alliance for Clinical Trials in Oncology Statistics and Data Center, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Krzysztof Mrózek
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio 43210, USA
| | - Guido Marcucci
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, California 91010, USA
| | - Clara D. Bloomfield
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio 43210, USA
| | - Wendy Stock
- University of Chicago Medical Center, Chicago, Illinois 60637, USA
| | - Steven Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Hagop M. Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Elisabeth Paietta
- Cancer Center, Montefiore Medical Center North Division, Bronx, New York 10467, USA
| | - Cheryl L. Willman
- University of New Mexico Cancer Center, Albuquerque, New Mexico 87106, USA
| | - Mignon L. Loh
- Department of Pediatrics, Benioff Children's Hospital, San Francisco, California 94158, USA
- Helen Diller Family Comprehensive Cancer Center, San Francisco, California 94115, USA
| | - Stephen P. Hunger
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Charles G. Mullighan
- Department of Pathology and Hematological Malignancies Program, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 342, Memphis, Tennessee 38105, USA
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Kumar AJ, Gimotty PA, Gelfand J, Buck G, Rowe JM, Goldstone AH, Fielding A, Marks DI, Litzow M, Paietta E, Lazarus HM, Tallman MS, Luger SM, Loren AW. Delays in postremission chemotherapy for Philadelphia chromosome negative acute lymphoblastic leukemia are associated with inferior outcomes in patients who undergo allogeneic transplant: An analysis from ECOG 2993/MRC UK ALLXII. Am J Hematol 2016; 91:1107-1112. [PMID: 27468137 DOI: 10.1002/ajh.24497] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 07/24/2016] [Accepted: 07/26/2016] [Indexed: 11/08/2022]
Abstract
Adults with acute lymphoblastic leukemia (ALL) have a poorer prognosis than children due to a high risk of relapse. One explanation may be variable adherence to dose-intense chemotherapy. However, little is known about risk factors for delays in therapy and their impact on survival. We conducted an analysis of ECOG 2993/UKALLXII trial to study delays in postremission chemotherapy in adults with newly diagnosed ALL. Logistic regression was used to identify risk factors for a very long delay (VLD, >4 weeks) in start of intensification therapy. Cox regression was used to evaluate the impact of delays on overall survival (OS) and event-free survival (EFS). We evaluated 1076 Philadelphia chromosome negative (Ph-) patients who completed induction chemotherapy, achieved complete remission, and started intensification. Factors independently associated with VLD included duration of hospitalization (odds ratio [OR] = 1.2, P < 0.001) during Phase I; thrombocytopenia during Phase I (OR = 1.16, P = 0.004) or Phase II (OR 1.13, P = 0.001); chemotherapy dose reductions during Induction Phase I (OR = 1.72, P < 0.014); female sex (OR = 1.53, P = 0.010); Black (OR = 3.24, P = 0.003) and Asian (OR = 2.26, P = 0.021) race; and increasing age (OR = 1.31, P < 0.001). In multivariate Cox regression, patients who underwent allogeneic stem cell transplant (alloHCT) had significantly worse OS (HR 1.4, P = 0.03) and EFS (HR 1.4, P = 0.02) after experiencing a VLD compared to alloHCT patients who experienced ≤4 weeks delay. Specific populations (female, older, Black, and Asian patients) were more likely to experience delays in chemotherapy, as were those with significant toxicity during induction. VLDs in therapy negatively affected outcomes in patients undergoing allografting. Am. J. Hematol. 91:1107-1112, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Anita J. Kumar
- Division of Hematology/Oncology; Tufts University Medical Center; Boston MA
| | - Phyllis A. Gimotty
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania; Philadelphia PA
| | - Joel Gelfand
- Department of Dermatology; University of Pennsylvania; Philadelphia PA
| | | | - Jacob M. Rowe
- Rambam Medical Center; Haifa Israel
- Eastern Cooperative Oncology Group; Brookline MA
| | - Anthony H. Goldstone
- North London Cancer Network, University College London Hospitals; London United Kingdom
| | - Adele Fielding
- Haematology; University College London; London United Kingdom
| | - David I. Marks
- University Hospitals NHS Foundation Trust; Bristol United Kingdom
| | | | - Elisabeth Paietta
- Cancer Center, The North Division of Montefiore Medical Center; Bronx NY
| | - Hillard M. Lazarus
- Case Comprehensive Cancer Center, Case Western Reserve University; Cleveland OH
| | - Martin S. Tallman
- Leukemia Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center; New York NY
| | - Selina M. Luger
- Abramson Cancer Center, University of Pennsylvania; Philadelphia PA
| | - Alison W. Loren
- Abramson Cancer Center, University of Pennsylvania; Philadelphia PA
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Van Etten R, Hu Y, Zhang Z, Yoshida T, Jena N, Kashiwagi M, Joshi I, El-Bardeesy N, Somasundaram R, Sigvardsson M, Liu ZY, Tata P, Korber S, Raufi A, Krause D, Paietta E, Georgopoulos K. Central role for ikaros in pre-B cell differentiation and pathogenesis of high-risk B-cell acute lymphoblastic leukemia. Exp Hematol 2016. [DOI: 10.1016/j.exphem.2016.06.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Paietta E. Minimal Residual Disease in AML: Why Has It Lagged Behind Pediatric ALL? Clin Lymphoma Myeloma Leuk 2016; 15 Suppl:S2-6. [PMID: 26297274 DOI: 10.1016/j.clml.2015.02.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 02/03/2015] [Indexed: 12/16/2022]
Abstract
Although the concept of minimal residual disease (MRD) as an indicator for the quality of treatment response is the same in acute myeloid leukemia (AML) and acute lymphoid leukemia (ALL), the practice of measuring MRD levels for monitoring response and guiding therapy after induction has been implemented much more rapidly in ALL, particularly pediatric ALL, than in AML. In this perspective we examine the facts and discuss why ALL appears to be more amenable to MRD-shaped risk allocation and a revised definition of complete remission.
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Affiliation(s)
- Elisabeth Paietta
- Montefiore Medical Center-North Division, Albert Einstein College of Medicine, Bronx, NY.
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36
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Meyer SE, Qin T, Muench DE, Masuda K, Venkatasubramanian M, Orr E, Suarez L, Gore SD, Delwel R, Paietta E, Tallman MS, Fernandez H, Melnick A, Le Beau MM, Kogan S, Salomonis N, Figueroa ME, Grimes HL. DNMT3A Haploinsufficiency Transforms FLT3ITD Myeloproliferative Disease into a Rapid, Spontaneous, and Fully Penetrant Acute Myeloid Leukemia. Cancer Discov 2016; 6:501-15. [PMID: 27016502 DOI: 10.1158/2159-8290.cd-16-0008] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Accepted: 03/24/2016] [Indexed: 11/16/2022]
Abstract
UNLABELLED Cytogenetically normal acute myeloid leukemia (CN-AML) represents nearly 50% of human AML. Co-occurring mutations in the de novo DNA methyltransferase DNMT3A and the FMS related tyrosine kinase 3 (FLT3) are common in CN-AML and confer a poorer prognosis. We demonstrate that mice with Flt3-internal tandem duplication (Flt3(ITD)) and inducible deletion of Dnmt3a spontaneously develop a rapidly lethal, completely penetrant, and transplantable AML of normal karyotype. AML cells retain a single Dnmt3a floxed allele, revealing the oncogenic potential of Dnmt3a haploinsufficiency. FLT3(ITD)/DNMT3A-mutant primary human and murine AML exhibit a similar pattern of global DNA methylation associated with changes in the expression of nearby genes. In the murine model, rescuing Dnmt3a expression was accompanied by DNA remethylation and loss of clonogenic potential, suggesting that Dnmt3a-mutant oncogenic effects are reversible. Dissection of the cellular architecture of the AML model using single-cell assays, including single-cell RNA sequencing, identified clonogenic subpopulations that express genes sensitive to the methylation of nearby genomic loci and responsive to DNMT3A levels. Thus, Dnmt3a haploinsufficiency transforms Flt3(ITD) myeloproliferative disease by modulating methylation-sensitive gene expression within a clonogenic AML subpopulation. SIGNIFICANCE DNMT3A haploinsufficiency results in reversible epigenetic alterations that transform FLT3(ITD)-mutant myeloproliferative neoplasm into AML. Cancer Discov; 6(5); 501-15. ©2016 AACR.This article is highlighted in the In This Issue feature, p. 461.
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Affiliation(s)
- Sara E Meyer
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Tingting Qin
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - David E Muench
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Kohei Masuda
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | | | - Emily Orr
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Lauren Suarez
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Steven D Gore
- Division of Hematologic Malignancies, Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Ruud Delwel
- Department of Hematology, and Clinical Trial Center, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Elisabeth Paietta
- Division of Hemato-Oncology, Department of Medicine (Oncology), Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Martin S Tallman
- Leukemia Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hugo Fernandez
- Blood and Marrow Transplantation, Moffitt Cancer Center, Oncologic Sciences, College of Medicine at University of South Florida, Tampa, Florida
| | - Ari Melnick
- Department of Medicine, Hematology/Oncology Division, Weill Cornell Medical College, New York, New York
| | - Michelle M Le Beau
- Section of Hematology/Oncology, and the Comprehensive Cancer Center, University of Chicago, Chicago, Illinois
| | - Scott Kogan
- Department of Laboratory Medicine and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | - Nathan Salomonis
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Maria E Figueroa
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan.
| | - H Leighton Grimes
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio. Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
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Watts JM, Wang XV, Swords RT, Paietta E, Douer D, Lugar SM, Fernandez HF, Rowe JM, Lazarus HM, Tallman MS, Litzow MR. Very late relapse of AML after allogeneic hematopoietic cell transplantation is often extramedullary. Bone Marrow Transplant 2016; 51:1013-5. [PMID: 26974275 DOI: 10.1038/bmt.2016.44] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- J M Watts
- Miller School of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - X V Wang
- Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard School of Public Health, Boston, MA, USA
| | - R T Swords
- Miller School of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - E Paietta
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - D Douer
- Leukemia Service, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY, USA
| | - S M Lugar
- University of Pennsylvania, Philadelphia, PA, USA
| | - H F Fernandez
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - J M Rowe
- Shaare Zedek Medical Center, Jerusalem, Israel
| | - H M Lazarus
- Case Western Reserve University, Cleveland, OH, USA
| | - M S Tallman
- Leukemia Service, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY, USA
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38
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Chen Z, Shojaee S, Buchner M, Geng H, Lee JW, Klemm L, Titz B, Graeber TG, Park E, Tan YX, Satterthwaite A, Paietta E, Hunger SP, Willman CL, Melnick A, Loh ML, Jung JU, Coligan JE, Bolland S, Mak TW, Limnander A, Jumaa H, Reth M, Weiss A, Lowell CA, Müschen M. Erratum: Corrigendum: Signalling thresholds and negative B-cell selection in acute lymphoblastic leukaemia. Nature 2016; 534:138. [DOI: 10.1038/nature16997] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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39
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Okoye-Okafor UC, Bartholdy B, Cartier J, Gao E, Pietrak B, Rendina AR, Rominger C, Quinn C, Smallwood A, Wiggall K, Reif A, Schmidt S, Qi H, Zhao H, Joberty G, Faelth-Savitski M, Bantscheff M, Drewes G, Duraiswami C, Brady P, Narayanagari SR, Antony-Debre I, Mitchell K, Wang HR, Kao YR, Christopeit M, Carvajal L, Barreyro L, Paietta E, Will B, Concha N, Adams ND, Schwartz B, McCabe MT, Maciejewski J, Verma A, Steidl U. Abstract C38: Novel allosteric IDH1 mutant Inhibitors for differentiation therapy of acute myeloid leukemia. Mol Cancer Ther 2015. [DOI: 10.1158/1535-7163.targ-15-c38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Mutations in the isocitrate dehydrogenase 1 (IDH1) gene are known driver mutations in acute myeloid leukemia (AML) and other cancer types. AML is hallmarked by a differentiation block and patient outcomes remain poor, especially for patients above 60 years of age who typically do not tolerate high dose chemotherapy and stem cell transplantation, leading to cure rates below 20%. Hence the development of novel targeted therapies for treatment of AML subtypes are required. Of note, inhibitors of mutants of the closely related IDH2 gene as well as IDH1 have recently been described and show promising pre-clinical and early phase clinical activity. However, the specific molecular and functional effects of IDH1 inhibitors in AML, including in primary patients' cells, have not been reported yet.
Here, we report the development of novel allosteric inhibitors of mutant IDH1 for differentiation therapy of acute myeloid leukemia. A high-throughput biochemical screen targeting an IDH1 heterodimer composed of R132H and WT IDH1 led to the identification of a tetrahydropyrazolopyridine series of inhibitors. Structural and biochemical analyses revealed that these novel compounds bind to an allosteric site that does not contact any of the mutant residues in the enzymes active site and inhibit enzymatic turnover. The enzyme complex locked in the catalytically inactive conformation inhibits the production of the oncometabolite 2-hydroxyglutarate (2-HG). In biochemical studies, we observed potent inhibition of several different clinically relevant R132 mutants in the presence or absence of the cofactor NADPH, accompanied by significant decrease in H3K9me2 levels.
Treatment of primary IDH1 mutant AML patients' cells ex vivo uniformly led to a decrease in intracellular 2-HG, abrogation of the myeloid differentiation block, increased cell death and induction of differentiation both at the level of leukemic blasts and immature stem-like cells. Allosteric inhibition of IDH1 also led to a decrease in leukemic blasts in an in vivo xenotransplantation model. At the molecular level, enhanced reduced representation bisulfite sequencing showed that treatment with allosteric IDH1 inhibitors led to a significant reversal of the DNA cytosine hypermethylation pattern induced by mutant IDH1, accompanied by gene expression changes of key sets of genes and pathways, including “Cell Cycle”, “G1/S transition”, “Cellular growth and proliferation”, and “Cell death and survival”.
Taken together, our findings provide novel insight into the effects of inhibition of mutant IDH1 in primary AML patients' cells and open avenues for future investigations with these and other novel allosteric inhibitors for targeting IDH1 mutants in leukemia and possibly in other cancers.
Citation Format: Ujunwa C. Okoye-Okafor, Boris Bartholdy, Jessy Cartier, Enoch Gao, Beth Pietrak, Alan R. Rendina, Cynthia Rominger, Chad Quinn, Angela Smallwood, Ken Wiggall, Alexander Reif, Stan Schmidt, Hongwei Qi, Huizhen Zhao, Gerard Joberty, Maria Faelth-Savitski, Marcus Bantscheff, Gerard Drewes, Chaya Duraiswami, Pat Brady, Swathi-Rao Narayanagari, Ileana Antony-Debre, Kelly Mitchell, Heng Rui Wang, Yun-Ruei Kao, Maximilian Christopeit, Luis Carvajal, Laura Barreyro, Elisabeth Paietta, Britta Will, Nestor Concha, Nicholas D. Adams, Benjamin Schwartz, Michael T. McCabe, Jaroslav Maciejewski, Amit Verma, Ulrich Steidl. Novel allosteric IDH1 mutant Inhibitors for differentiation therapy of acute myeloid leukemia. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2015 Nov 5-9; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2015;14(12 Suppl 2):Abstract nr C38.
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Affiliation(s)
| | | | | | - Enoch Gao
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Beth Pietrak
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Alan R. Rendina
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Cynthia Rominger
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | - Chad Quinn
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Angela Smallwood
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Ken Wiggall
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | - Alexander Reif
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | - Stan Schmidt
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | - Hongwei Qi
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Huizhen Zhao
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Gerard Joberty
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | | | - Marcus Bantscheff
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Gerard Drewes
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Chaya Duraiswami
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Pat Brady
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | | | | | | | | | | | | | | | | | | | - Britta Will
- 1Albert Einstein College of Medicine, Bronx, NY
| | - Nestor Concha
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Nicholas D. Adams
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | - Benjamin Schwartz
- 2Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, PA
| | - Michael T. McCabe
- 3Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, PA
| | | | - Amit Verma
- 1Albert Einstein College of Medicine, Bronx, NY
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Prebet T, Sun Z, Ketterling RP, Zeidan A, Greenberg P, Herman J, Juckett M, Smith MR, Malick L, Paietta E, Czader M, Figueroa M, Gabrilove J, Erba HP, Tallman MS, Litzow M, Gore SD. Azacitidine with or without Entinostat for the treatment of therapy-related myeloid neoplasm: further results of the E1905 North American Leukemia Intergroup study. Br J Haematol 2015; 172:384-91. [PMID: 26577691 DOI: 10.1111/bjh.13832] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 09/22/2015] [Indexed: 12/12/2022]
Abstract
Therapy-related myeloid neoplasms (tMN) are serious late effects of the treatment of cancer with poor response to conventional treatment. Azacitidine (AZA) has been used to treat patients with tMN but current data are retrospective. We present here 47 tMN patients prospectively enrolled as a specific cohort in the E1905 study. TheE1905 study was a randomized phase 2 study (NCT00313586) testing 10 d of AZA (50 mg/m(2) /d) +/- the histone deacetylase inhibitor entinostat (4 mg/m(2) /d PO day-3 and day-10). A total of 47 patients [29 therapy-related myelosyspastic syndrome (t-MDS) and 18 therapy-related acute myeloid leukaemia (t-AML)] were recruited to the study. 24 patients were treated with AZA monotherapy and 23 with AZA+entinostat. The median number of administered cycles was 4, significantly higher in patients treated with AZA (6 cycles vs. 3 cycles, P = 0·008). Haematological normalization rates were 46% in monotherapy and 17% in the combination arm. Median overall survivals were 13 and 6 months, respectively. The novel 50 * 10 schedule of azacitidine appears effective, with response rates, when given as single agent, comparable to those for patients with de novo MDS/AML treated on the same protocol. However, the combination of AZA and entinostat was associated with increased toxicity and could not be recommended for treatment of tMN.
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Affiliation(s)
- Thomas Prebet
- Section of Hematology, Yale Cancer Center, New Haven, CT, USA
| | - Zhuoxin Sun
- ECOG-ACRIN Biostatistics Center, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Rhett P Ketterling
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Amer Zeidan
- Section of Hematology, Yale Cancer Center, New Haven, CT, USA
| | - Peter Greenberg
- Hematology Division, Stanford University Cancer Center, Stanford, CA, USA
| | | | | | | | - Lisa Malick
- Johns Hopkins University, Baltimore, MD, USA
| | | | | | - Maria Figueroa
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Janice Gabrilove
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai School of Medicine, New York, NY, USA
| | - Harry P Erba
- University of Michigan Comprehensive Cancer Center, Ann Arbor, MI, USA
| | - Martin S Tallman
- Leukemia Service, Memorial Sloane-Kettering Cancer Center, New York, NY, USA
| | - Mark Litzow
- Division of Hematology, Mayo Clinic Cancer Center, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Steven D Gore
- Section of Hematology, Yale Cancer Center, New Haven, CT, USA
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41
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Abstract
The prognostic power of minimal residual disease after therapy for acute leukemias is not in question. It is only logical that the finding of leukemic blast cells after therapy predicts for impending relapse or at least the need for additional treatment. Which level of what is called minimal residual disease (MRD) is clinically relevant, however, depends on the efficacy of the initial treatment as well as the treatment strategies available to target MRD. There are a multitude of additional factors that can alter the clinical significance of MRD, including the genotype of the patient's leukemic cells. The fact that methodologies of MRD detection are not standardized and thresholds for defining MRD positivity vary depending upon MRD detection method and the operator's skills or convictions only add to the complexity of MRD interpretation. While enormous efforts are devoted to enhancing the sensitivity of MRD detection, eg, by next-generation sequencing, improvements of methods for detecting MRD per se will not automatically lead to a more reliable estimation of total tumor burden. Most importantly, even the best assay will yield accurate MRD results only if the tissue source for MRD determination is of good quality. Another aspect of potentially crucial importance is the heterogenous distribution of leukemic cells throughout the skeleton after treatment, recently demonstrated for acute myeloid leukemia (AML) by bone marrow imaging. Once technical difficulties of MRD measurement are resolved and better MRD-targeting drugs are developed, we still need to learn about alternate proposed mechanisms to explain MRD-independent prognostication, well described in acute lymphoid leukemia, before MRD can be included routinely in the guidance of therapy in AML.
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Affiliation(s)
- Elisabeth Paietta
- Montefiore Medical Center, Albert Einstein College of Medicine, 111East 210th Street, Bronx, NY 10467, USA.
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42
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Okoye-Okafor UC, Bartholdy B, Cartier J, Gao EN, Pietrak B, Rendina AR, Rominger C, Quinn C, Smallwood A, Wiggall KJ, Reif AJ, Schmidt SJ, Qi H, Zhao H, Joberty G, Faelth-Savitski M, Bantscheff M, Drewes G, Duraiswami C, Brady P, Groy A, Narayanagari SR, Antony-Debre I, Mitchell K, Wang HR, Kao YR, Christopeit M, Carvajal L, Barreyro L, Paietta E, Makishima H, Will B, Concha N, Adams ND, Schwartz B, McCabe MT, Maciejewski J, Verma A, Steidl U. New IDH1 mutant inhibitors for treatment of acute myeloid leukemia. Nat Chem Biol 2015; 11:878-86. [PMID: 26436839 DOI: 10.1038/nchembio.1930] [Citation(s) in RCA: 130] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Accepted: 09/08/2015] [Indexed: 12/19/2022]
Abstract
Neomorphic mutations in isocitrate dehydrogenase 1 (IDH1) are driver mutations in acute myeloid leukemia (AML) and other cancers. We report the development of new allosteric inhibitors of mutant IDH1. Crystallographic and biochemical results demonstrated that compounds of this chemical series bind to an allosteric site and lock the enzyme in a catalytically inactive conformation, thereby enabling inhibition of different clinically relevant IDH1 mutants. Treatment of IDH1 mutant primary AML cells uniformly led to a decrease in intracellular 2-HG, abrogation of the myeloid differentiation block and induction of granulocytic differentiation at the level of leukemic blasts and more immature stem-like cells, in vitro and in vivo. Molecularly, treatment with the inhibitors led to a reversal of the DNA cytosine hypermethylation patterns caused by mutant IDH1 in the cells of individuals with AML. Our study provides proof of concept for the molecular and biological activity of novel allosteric inhibitors for targeting different mutant forms of IDH1 in leukemia.
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Affiliation(s)
- Ujunwa C Okoye-Okafor
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Boris Bartholdy
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Jessy Cartier
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Enoch N Gao
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Beth Pietrak
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Alan R Rendina
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Cynthia Rominger
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Chad Quinn
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Angela Smallwood
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Kenneth J Wiggall
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Alexander J Reif
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Stanley J Schmidt
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Hongwei Qi
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Huizhen Zhao
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Maria Faelth-Savitski
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | | | - Chaya Duraiswami
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Pat Brady
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Arthur Groy
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Iléana Antony-Debre
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Kelly Mitchell
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Heng Rui Wang
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Yun-Ruei Kao
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Luis Carvajal
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Laura Barreyro
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Elisabeth Paietta
- Division of Hemato-Oncology, Department of Medicine (Oncology), Albert Einstein College of Medicine / Montefiore Medical Center, Bronx, New York, USA
| | - Hideki Makishima
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Britta Will
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Nestor Concha
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Nicholas D Adams
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Benjamin Schwartz
- Department of Molecular Discovery Research, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Michael T McCabe
- Cancer Epigenetics Discovery Performance Unit, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Amit Verma
- Division of Hemato-Oncology, Department of Medicine (Oncology), Albert Einstein College of Medicine / Montefiore Medical Center, Bronx, New York, USA.,Department of Developmental &Molecular Biology, Albert Einstein College of Medicine, Bronx, New York, USA.,Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, New York, USA.,Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ulrich Steidl
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York, USA.,Division of Hemato-Oncology, Department of Medicine (Oncology), Albert Einstein College of Medicine / Montefiore Medical Center, Bronx, New York, USA.,Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, New York, USA.,Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, New York, USA
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43
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Chen Z, Shojaee S, Buchner M, Geng H, Lee JW, Klemm L, Park E, Tan YX, Satterthwaite A, Paietta E, Hunger SP, Loh ML, Jung JU, Coligan JE, Bolland S, Mak TW, Limnander A, Jumaa H, Reth M, Weiss A, Lowell CA, Müschen M. Abstract 2075: Signaling thresholds and negative B cell selection in acute lymphoblastic leukemia. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-2075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Unlike other cell types, B cells are selected for an intermediate level of signaling strength. Critical survival and proliferation signals emanate from the (pre-) B cell receptor (BCR): Both attenuation below minimum (e.g. non-functional pre-BCR) and hyperactivation above maximum (e.g. autoreactive pre-BCR) thresholds of signaling strength trigger negative selection and cell death. The oncogenic BCR-ABL1 tyrosine kinase mimics active pre-BCR signaling in Ph+ acute lymphoblastic leukemia (ALL) which defines the ALL subgroup with the worst clinical outcome. Current therapy approaches are largely focused on the development of more potent tyrosine kinase inhibitors (TKI) to suppress oncogenic signaling. However resistance to TKI is developed invariably. Here, we test the hypothesis that targeting hyperactivation above a maximum threshold will selectively kill Ph+ ALL cells, similar to removal of self-reactive B cells.
Results: The Ph+ ALL cells don not express ITAM (immunoreceptor tyrosine-based activation motif) receptor Igα or Igβ on the cell surface, indicating defects for a functional pre-BCR. Reconstitution of ITAM receptor was sufficient to induce cell death through increasing pre-BCR signaling strength indicated by phosphorylation of SYK, SRC, BTK and PLCγ2. TKI-treatment, while designed to kill leukemia cells, seemingly paradoxically rescued Ph+ ALL cells in this experimental setting. Surprisingly, patient-derived Ph+ ALL cells express the ITIM (immunoreceptor tyrosine-based inhibitory motif) receptors PECAM1, CD300A and LAIR1 at high levels compared to normal pre-B cells. Importantly, high expression levels of ITIM-receptors are predictive of poor outcome in two clinical trials, including both pediatric and adult ALL patients. Genetic studies revealed that Pecam1, Cd300a and Lair1 were critical to calibrate pre-BCR signaling strength through recruitment of the inhibitory phosphatases Ptpn6 (Shp1) and Inpp5d (Ship1). Genetic deletion of Lair1, Ptpn6 or Inpp5d in BCR-ABL1 ALL caused cell death in vitro and in vivo through hyperactivation of pre-BCR signaling. Testing various components of proximal pre-BCR signaling, we found that an incremental increase of SYK tyrosine kinase activity was required and sufficient to induce cell death. Hyperactive SYK was functionally equivalent to acute activation of a self-reactive BCR on ALL cells. Using chimeric PECAM1, CD300A and LAIR1 receptor decoys and a novel small molecule inhibitor of INPP5D, we demonstrated that pharmacological hyperactivation of pre-BCR signaling and engagement of negative B cell selection represents a promising new strategy to overcome drug-resistance in human Ph+ ALL.
Conclusion: These results indicated that inhibitory receptors and downstream phosphatases are critical regulators of pre-BCR signaling strength in Ph+ ALL, and identified targeting hyperactivation of pre-BCR signaling as a potential novel class of therapeutic strategy.
Note: This abstract was not presented at the meeting.
Citation Format: Zhengshan Chen, Seyedmehdi Shojaee, Maike Buchner, Huimin Geng, Jae Woong Lee, Lars Klemm, Eugene Park, Ying Xim Tan, Anne Satterthwaite, Elisabeth Paietta, Stephen P. Hunger, Mignon L. Loh, Jae U. Jung, John E. Coligan, Silvia Bolland, Tak W. Mak, Andre Limnander, Hassan Jumaa, Michael Reth, Arthur Weiss, Clifford A. Lowell, Markus Müschen. Signaling thresholds and negative B cell selection in acute lymphoblastic leukemia. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2075. doi:10.1158/1538-7445.AM2015-2075
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Affiliation(s)
- Zhengshan Chen
- 1University of California San Francisco, San Francisco, CA
| | | | - Maike Buchner
- 1University of California San Francisco, San Francisco, CA
| | - Huimin Geng
- 1University of California San Francisco, San Francisco, CA
| | - Jae Woong Lee
- 1University of California San Francisco, San Francisco, CA
| | - Lars Klemm
- 1University of California San Francisco, San Francisco, CA
| | - Eugene Park
- 1University of California San Francisco, San Francisco, CA
| | - Ying Xim Tan
- 1University of California San Francisco, San Francisco, CA
| | | | | | - Stephen P. Hunger
- 4University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Mignon L. Loh
- 1University of California San Francisco, San Francisco, CA
| | - Jae U. Jung
- 5University of Southern California, Los Angeles, CA
| | - John E. Coligan
- 6National Institute of Allergy and Infectious Diseases (NIAID), Rockville, MD
| | - Silvia Bolland
- 6National Institute of Allergy and Infectious Diseases (NIAID), Rockville, MD
| | - Tak W. Mak
- 7The Campbell Family Institute for Cancer Research and Ontario Cancer Institute, Toronto, Ontario, Canada
| | | | | | - Michael Reth
- 9Albert-Ludwigs-Universität Freiburg, Freiburg, Germany
| | - Arthur Weiss
- 1University of California San Francisco, San Francisco, CA
| | | | - Markus Müschen
- 1University of California San Francisco, San Francisco, CA
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44
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Shojaee S, Caeser R, Buchner M, Park E, Swaminathan S, Hurtz C, Geng H, Chan LN, Klemm L, Hofmann WK, Qiu YH, Zhang N, Coombes KR, Paietta E, Molkentin J, Koeffler HP, Willman CL, Hunger SP, Melnick A, Kornblau SM, Müschen M. Erk Negative Feedback Control Enables Pre-B Cell Transformation and Represents a Therapeutic Target in Acute Lymphoblastic Leukemia. Cancer Cell 2015; 28:114-28. [PMID: 26073130 PMCID: PMC4565502 DOI: 10.1016/j.ccell.2015.05.008] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 02/05/2015] [Accepted: 05/12/2015] [Indexed: 11/20/2022]
Abstract
Studying mechanisms of malignant transformation of human pre-B cells, we found that acute activation of oncogenes induced immediate cell death in the vast majority of cells. Few surviving pre-B cell clones had acquired permissiveness to oncogenic signaling by strong activation of negative feedback regulation of Erk signaling. Studying negative feedback regulation of Erk in genetic experiments at three different levels, we found that Spry2, Dusp6, and Etv5 were essential for oncogenic transformation in mouse models for pre-B acute lymphoblastic leukemia (ALL). Interestingly, a small molecule inhibitor of DUSP6 selectively induced cell death in patient-derived pre-B ALL cells and overcame conventional mechanisms of drug-resistance.
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Affiliation(s)
- Seyedmehdi Shojaee
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Rebecca Caeser
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA; Department of Haematology, University of Cambridge, Cambridge CB2 0AH, UK
| | - Maike Buchner
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Eugene Park
- Department of Haematology, University of Cambridge, Cambridge CB2 0AH, UK
| | - Srividya Swaminathan
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Christian Hurtz
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Huimin Geng
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Lai N Chan
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Lars Klemm
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Wolf-Karsten Hofmann
- III. Medizinische Klinik, Medizinische Fakultät Mannheim, Universität Heidelberg, Heidelberg 68167, Germany
| | - Yi Hua Qiu
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Nianxiang Zhang
- Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Kevin R Coombes
- Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | | | - Jeffery Molkentin
- Howard Hughes Medical Institute and Cincinnati Children's Hospital, University of Cincinnati, Cincinnati, OH 45247, USA
| | - H Phillip Koeffler
- Division of Hematology and Oncology, Cedars Sinai Medical Center, Los Angeles, CA 90095, USA; Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Cheryl L Willman
- Department of Pathology, University of New Mexico Cancer Center, Albuquerque, NM 87102, USA
| | - Stephen P Hunger
- Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Ari Melnick
- Departments of Medicine and Pharmacology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Steven M Kornblau
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Markus Müschen
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA.
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45
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Chen Z, Shojaee S, Buchner M, Geng H, Lee JW, Klemm L, Titz B, Graeber TG, Park E, Tan YX, Satterthwaite A, Paietta E, Hunger SP, Willman CL, Melnick A, Loh ML, Jung JU, Coligan JE, Bolland S, Mak TW, Limnander A, Jumaa H, Reth M, Weiss A, Lowell CA, Müschen M. Signalling thresholds and negative B-cell selection in acute lymphoblastic leukaemia. Nature 2015; 521:357-61. [PMID: 25799995 PMCID: PMC4441554 DOI: 10.1038/nature14231] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Accepted: 01/13/2015] [Indexed: 01/20/2023]
Abstract
B cells are selected for an intermediate level of B-cell antigen receptor (BCR) signalling strength: attenuation below minimum (for example, non-functional BCR) or hyperactivation above maximum (for example, self-reactive BCR) thresholds of signalling strength causes negative selection. In ∼25% of cases, acute lymphoblastic leukaemia (ALL) cells carry the oncogenic BCR-ABL1 tyrosine kinase (Philadelphia chromosome positive), which mimics constitutively active pre-BCR signalling. Current therapeutic approaches are largely focused on the development of more potent tyrosine kinase inhibitors to suppress oncogenic signalling below a minimum threshold for survival. We tested the hypothesis that targeted hyperactivation--above a maximum threshold--will engage a deletional checkpoint for removal of self-reactive B cells and selectively kill ALL cells. Here we find, by testing various components of proximal pre-BCR signalling in mouse BCR-ABL1 cells, that an incremental increase of Syk tyrosine kinase activity was required and sufficient to induce cell death. Hyperactive Syk was functionally equivalent to acute activation of a self-reactive BCR on ALL cells. Despite oncogenic transformation, this basic mechanism of negative selection was still functional in ALL cells. Unlike normal pre-B cells, patient-derived ALL cells express the inhibitory receptors PECAM1, CD300A and LAIR1 at high levels. Genetic studies revealed that Pecam1, Cd300a and Lair1 are critical to calibrate oncogenic signalling strength through recruitment of the inhibitory phosphatases Ptpn6 (ref. 7) and Inpp5d (ref. 8). Using a novel small-molecule inhibitor of INPP5D (also known as SHIP1), we demonstrated that pharmacological hyperactivation of SYK and engagement of negative B-cell selection represents a promising new strategy to overcome drug resistance in human ALL.
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MESH Headings
- Amino Acid Motifs/genetics
- Animals
- Antigens, CD/metabolism
- B-Lymphocytes/drug effects
- B-Lymphocytes/metabolism
- B-Lymphocytes/pathology
- Cell Death/drug effects
- Cell Line, Tumor
- Cell Transformation, Neoplastic
- Disease Models, Animal
- Drug Resistance, Neoplasm/drug effects
- Enzyme Activation/drug effects
- Female
- Fusion Proteins, bcr-abl/genetics
- Gene Deletion
- Humans
- Inositol Polyphosphate 5-Phosphatases
- Intracellular Signaling Peptides and Proteins/agonists
- Intracellular Signaling Peptides and Proteins/metabolism
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Phosphatidylinositol-3,4,5-Trisphosphate 5-Phosphatases
- Phosphoric Monoester Hydrolases/antagonists & inhibitors
- Phosphoric Monoester Hydrolases/metabolism
- Platelet Endothelial Cell Adhesion Molecule-1/metabolism
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology
- Precursor Cells, B-Lymphoid/drug effects
- Precursor Cells, B-Lymphoid/metabolism
- Precursor Cells, B-Lymphoid/pathology
- Protein Tyrosine Phosphatase, Non-Receptor Type 6/deficiency
- Protein Tyrosine Phosphatase, Non-Receptor Type 6/genetics
- Protein Tyrosine Phosphatase, Non-Receptor Type 6/metabolism
- Protein-Tyrosine Kinases/metabolism
- Receptors, Antigen, B-Cell/deficiency
- Receptors, Antigen, B-Cell/genetics
- Receptors, Antigen, B-Cell/metabolism
- Receptors, Immunologic/genetics
- Receptors, Immunologic/metabolism
- Signal Transduction/drug effects
- Syk Kinase
- Tyrosine/metabolism
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Zhengshan Chen
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Seyedmehdi Shojaee
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Maike Buchner
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Huimin Geng
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Jae Woong Lee
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Lars Klemm
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Björn Titz
- Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California Los Angeles CA
| | - Thomas G. Graeber
- Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California Los Angeles CA
| | - Eugene Park
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Ying Xim Tan
- Rosalind Russell and Ephraim P. Engleman Arthritis Research Center, Division of Rheumatology, Department of Medicine, Howard Hughes Medical Institute, University of California, San Francisco, CA 94143
| | - Anne Satterthwaite
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | | | - Stephen P. Hunger
- Pediatric Hematology/Oncology/BMT, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO 80045
| | | | - Ari Melnick
- Departments of Medicine and Pharmacology, Weill Cornell Medical College, New York, NY 10065
| | - Mignon L. Loh
- Pediatric Hematology-Oncology, University of California, San Francisco, CA 94143
| | - Jae U. Jung
- Department of Molecular Microbiology and Immunology, University of Southern California, Los Angeles CA
| | - John E. Coligan
- Receptor Cell Biology Section, Laboratory of Immunogenetics, Rockville MD 20852
| | - Silvia Bolland
- Autoimmunity and Functional Genomics Section, Laboratory of Immunogenetics, Rockville MD 20852
| | - Tak W. Mak
- The Campbell Family Institute for Cancer Research and Ontario Cancer Institute, University Health Network, Toronto, Ontario M5G 2M9, Canada
| | - Andre Limnander
- Department of Anatomy, University of California, San Francisco, CA 94143
| | - Hassan Jumaa
- Department of Immunology, Ulm University, Ulm, Germany
| | - Michael Reth
- BIOSS Centre for Biological Signalling Studies, and MPI of Immunbiologie and Epigenetics, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany
| | - Arthur Weiss
- Rosalind Russell and Ephraim P. Engleman Arthritis Research Center, Division of Rheumatology, Department of Medicine, Howard Hughes Medical Institute, University of California, San Francisco, CA 94143
| | - Clifford A. Lowell
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
| | - Markus Müschen
- Department of Laboratory Medicine, University of California, San Francisco, CA 94143
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46
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Cesano A, Willman CL, Kopecky KJ, Gayko U, Putta S, Louie B, Westfall M, Purvis N, Spellmeyer DC, Marimpietri C, Cohen AC, Hackett J, Shi J, Walker MG, Sun Z, Paietta E, Tallman MS, Cripe LD, Atwater S, Appelbaum FR, Radich JP. Cell signaling-based classifier predicts response to induction therapy in elderly patients with acute myeloid leukemia. PLoS One 2015; 10:e0118485. [PMID: 25884949 PMCID: PMC4401549 DOI: 10.1371/journal.pone.0118485] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Accepted: 12/31/2014] [Indexed: 11/18/2022] Open
Abstract
Single-cell network profiling (SCNP) data generated from multi-parametric flow cytometry analysis of bone marrow (BM) and peripheral blood (PB) samples collected from patients >55 years old with non-M3 AML were used to train and validate a diagnostic classifier (DXSCNP) for predicting response to standard induction chemotherapy (complete response [CR] or CR with incomplete hematologic recovery [CRi] versus resistant disease [RD]). SCNP-evaluable patients from four SWOG AML trials were randomized between Training (N = 74 patients with CR, CRi or RD; BM set = 43; PB set = 57) and Validation Analysis Sets (N = 71; BM set = 42, PB set = 53). Cell survival, differentiation, and apoptosis pathway signaling were used as potential inputs for DXSCNP. Five DXSCNP classifiers were developed on the SWOG Training set and tested for prediction accuracy in an independent BM verification sample set (N = 24) from ECOG AML trials to select the final classifier, which was a significant predictor of CR/CRi (area under the receiver operating characteristic curve AUROC = 0.76, p = 0.01). The selected classifier was then validated in the SWOG BM Validation Set (AUROC = 0.72, p = 0.02). Importantly, a classifier developed using only clinical and molecular inputs from the same sample set (DXCLINICAL2) lacked prediction accuracy: AUROC = 0.61 (p = 0.18) in the BM Verification Set and 0.53 (p = 0.38) in the BM Validation Set. Notably, the DXSCNP classifier was still significant in predicting response in the BM Validation Analysis Set after controlling for DXCLINICAL2 (p = 0.03), showing that DXSCNP provides information that is independent from that provided by currently used prognostic markers. Taken together, these data show that the proteomic classifier may provide prognostic information relevant to treatment planning beyond genetic mutations and traditional prognostic factors in elderly AML.
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Affiliation(s)
- Alessandra Cesano
- Nodality, Inc., South San Francisco, California, United States of America
| | - Cheryl L Willman
- University of New Mexico Cancer Center, Albuquerque, New Mexico, United States of America
| | - Kenneth J Kopecky
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Urte Gayko
- Nodality, Inc., South San Francisco, California, United States of America
| | - Santosh Putta
- Nodality, Inc., South San Francisco, California, United States of America
| | - Brent Louie
- Nodality, Inc., South San Francisco, California, United States of America
| | - Matt Westfall
- Nodality, Inc., South San Francisco, California, United States of America
| | - Norman Purvis
- Nodality, Inc., South San Francisco, California, United States of America
| | - David C Spellmeyer
- Nodality, Inc., South San Francisco, California, United States of America
| | - Carol Marimpietri
- Nodality, Inc., South San Francisco, California, United States of America
| | - Aileen C Cohen
- Nodality, Inc., South San Francisco, California, United States of America
| | - James Hackett
- Nodality, Inc., South San Francisco, California, United States of America
| | - Jing Shi
- Nodality, Inc., South San Francisco, California, United States of America
| | - Michael G Walker
- Nodality, Inc., South San Francisco, California, United States of America
| | - Zhuoxin Sun
- ECOG Coordinating Center, Frontier Science, Boston, Massachusetts, United States of America
| | - Elisabeth Paietta
- Montefiore Medical Center North Division, Bronx, New York, United States of America
| | - Martin S Tallman
- Memorial Sloan-Kettering Cancer Center, New York, New York, United States of America
| | - Larry D Cripe
- Indiana University Simon Cancer Center, Indianapolis, Indiana, United States of America
| | - Susan Atwater
- Stanford University, Palo Alto, California, United States of America
| | - Frederick R Appelbaum
- Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Jerald P Radich
- Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
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47
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Shih AH, Jiang Y, Meydan C, Shank K, Pandey S, Barreyro L, Antony-Debre I, Viale A, Socci N, Sun Y, Robertson A, Cavatore M, de Stanchina E, Hricik T, Rapaport F, Woods B, Wei C, Hatlen M, Baljevic M, Nimer SD, Tallman M, Paietta E, Cimmino L, Aifantis I, Steidl U, Mason C, Melnick A, Levine RL. Mutational cooperativity linked to combinatorial epigenetic gain of function in acute myeloid leukemia. Cancer Cell 2015; 27:502-15. [PMID: 25873173 PMCID: PMC4518555 DOI: 10.1016/j.ccell.2015.03.009] [Citation(s) in RCA: 171] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 12/24/2014] [Accepted: 03/16/2015] [Indexed: 02/07/2023]
Abstract
Specific combinations of acute myeloid leukemia (AML) disease alleles, including FLT3 and TET2 mutations, confer distinct biologic features and adverse outcome. We generated mice with mutations in Tet2 and Flt3, which resulted in fully penetrant, lethal AML. Multipotent Tet2(-/-);Flt3(ITD) progenitors (LSK CD48(+)CD150(-)) propagate disease in secondary recipients and were refractory to standard AML chemotherapy and FLT3-targeted therapy. Flt3(ITD) mutations and Tet2 loss cooperatively remodeled DNA methylation and gene expression to an extent not seen with either mutant allele alone, including at the Gata2 locus. Re-expression of Gata2 induced differentiation in AML stem cells and attenuated leukemogenesis. TET2 and FLT3 mutations cooperatively induce AML, with a defined leukemia stem cell population characterized by site-specific changes in DNA methylation and gene expression.
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Affiliation(s)
- Alan H Shih
- Leukemia Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yanwen Jiang
- Institute for Computational Biomedicine and Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY 10065, USA; Department of Medicine/Hematology-Oncology and Department of Pharmacology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Cem Meydan
- Institute for Computational Biomedicine and Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY 10065, USA
| | - Kaitlyn Shank
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Suveg Pandey
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Laura Barreyro
- Department of Cell Biology and Division of Hematologic Malignancies, Department of Medicine (Oncology), Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Ileana Antony-Debre
- Department of Cell Biology and Division of Hematologic Malignancies, Department of Medicine (Oncology), Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Agnes Viale
- Genomics Core, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Nicholas Socci
- Bioinformatics Core, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yongming Sun
- Life Technologies, South San Francisco, CA 94080, USA
| | | | - Magali Cavatore
- Genomics Core, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Elisa de Stanchina
- Antitumor Assessment Core, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Todd Hricik
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Franck Rapaport
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Brittany Woods
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Chen Wei
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Megan Hatlen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Muhamed Baljevic
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Stephen D Nimer
- Sylvester Cancer Center, University of Miami, Miami, FL 33136, USA
| | - Martin Tallman
- Leukemia Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Luisa Cimmino
- Department of Pathology and Howard Hughes Medical Institute, NYU School of Medicine, New York, NY 10016, USA
| | - Iannis Aifantis
- Department of Pathology and Howard Hughes Medical Institute, NYU School of Medicine, New York, NY 10016, USA
| | - Ulrich Steidl
- Department of Cell Biology and Division of Hematologic Malignancies, Department of Medicine (Oncology), Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Chris Mason
- Institute for Computational Biomedicine and Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY 10065, USA
| | - Ari Melnick
- Department of Medicine/Hematology-Oncology and Department of Pharmacology, Weill Cornell Medical College, New York, NY 10065, USA; Weill Cornell Medical College, Cornell University, 413 E 69th Street, BB-1462, New York, NY 10021, USA.
| | - Ross L Levine
- Leukemia Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, NY 10065, USA.
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48
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Buchner M, Park E, Geng H, Klemm L, Flach J, Passegué E, Schjerven H, Melnick A, Paietta E, Kopanja D, Raychaudhuri P, Müschen M. Identification of FOXM1 as a therapeutic target in B-cell lineage acute lymphoblastic leukaemia. Nat Commun 2015; 6:6471. [PMID: 25753524 PMCID: PMC4366523 DOI: 10.1038/ncomms7471] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Accepted: 01/30/2015] [Indexed: 01/19/2023] Open
Abstract
Despite recent advances in the cure rate of acute lymphoblastic leukaemia (ALL), the prognosis for patients with relapsed ALL remains poor. Here we identify FOXM1 as a candidate responsible for an aggressive clinical course. We show that FOXM1 levels peak at the pre-B-cell receptor checkpoint but are dispensable for normal B-cell development. Compared with normal B-cell populations, FOXM1 levels are 2- to 60-fold higher in ALL cells and are predictive of poor outcome in ALL patients. FOXM1 is negatively regulated by FOXO3A, supports cell survival, drug resistance, colony formation and proliferation in vitro, and promotes leukemogenesis in vivo. Two complementary approaches of pharmacological FOXM1 inhibition-(i) FOXM1 transcriptional inactivation using the thiazole antibiotic thiostrepton and (ii) an FOXM1 inhibiting ARF-derived peptide-recapitulate the findings of genetic FOXM1 deletion. Taken together, our data identify FOXM1 as a novel therapeutic target, and demonstrate feasibility of FOXM1 inhibition in ALL.
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Affiliation(s)
- Maike Buchner
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Eugene Park
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
- Department of Haematology, University of Cambridge, Cambridge CB2 OAH, UK
| | - Huimin Geng
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Lars Klemm
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Johanna Flach
- The Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research, Department of Medicine, Hem/Onc Division, University of California San Francisco, San Francisco, California 94143, USA
| | - Emmanuelle Passegué
- The Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research, Department of Medicine, Hem/Onc Division, University of California San Francisco, San Francisco, California 94143, USA
| | - Hilde Schjerven
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Ari Melnick
- Division of Hematology and Oncology, Weill Cornell Medical College, New York, New York 10021, USA
| | - Elisabeth Paietta
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York 10466, USA
| | - Dragana Kopanja
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Pradip Raychaudhuri
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Markus Müschen
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, California 94143, USA
- Department of Haematology, University of Cambridge, Cambridge CB2 OAH, UK
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49
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Geng H, Hurtz C, Lenz KB, Chen Z, Baumjohann D, Thompson S, Goloviznina NA, Chen WY, Huan J, LaTocha D, Ballabio E, Xiao G, Lee JW, Deucher A, Qi Z, Park E, Huang C, Nahar R, Kweon SM, Shojaee S, Chan LN, Yu J, Kornblau SM, Bijl JJ, Ye BH, Ansel KM, Paietta E, Melnick A, Hunger SP, Kurre P, Tyner JW, Loh ML, Roeder RG, Druker BJ, Burger JA, Milne TA, Chang BH, Müschen M. Self-enforcing feedback activation between BCL6 and pre-B cell receptor signaling defines a distinct subtype of acute lymphoblastic leukemia. Cancer Cell 2015; 27:409-25. [PMID: 25759025 PMCID: PMC4618684 DOI: 10.1016/j.ccell.2015.02.003] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 12/22/2014] [Accepted: 02/10/2015] [Indexed: 10/23/2022]
Abstract
Studying 830 pre-B ALL cases from four clinical trials, we found that human ALL can be divided into two fundamentally distinct subtypes based on pre-BCR function. While absent in the majority of ALL cases, tonic pre-BCR signaling was found in 112 cases (13.5%). In these cases, tonic pre-BCR signaling induced activation of BCL6, which in turn increased pre-BCR signaling output at the transcriptional level. Interestingly, inhibition of pre-BCR-related tyrosine kinases reduced constitutive BCL6 expression and selectively killed patient-derived pre-BCR(+) ALL cells. These findings identify a genetically and phenotypically distinct subset of human ALL that critically depends on tonic pre-BCR signaling. In vivo treatment studies suggested that pre-BCR tyrosine kinase inhibitors are useful for the treatment of patients with pre-BCR(+) ALL.
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Affiliation(s)
- Huimin Geng
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Christian Hurtz
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Kyle B Lenz
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Zhengshan Chen
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Dirk Baumjohann
- Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Sarah Thompson
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Natalya A Goloviznina
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Papé Family Pediatric Research Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Wei-Yi Chen
- Laboratory of Biochemistry and Molecular Biology, Rockefeller University, New York, NY 10065, USA; Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei 11221, Taiwan
| | - Jianya Huan
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Papé Family Pediatric Research Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Dorian LaTocha
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Erica Ballabio
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, OX3 9DS, UK
| | - Gang Xiao
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jae-Woong Lee
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Anne Deucher
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Zhongxia Qi
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Eugene Park
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Chuanxin Huang
- Departments of Medicine and Pharmacology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Rahul Nahar
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Soo-Mi Kweon
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Seyedmehdi Shojaee
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lai N Chan
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jingwei Yu
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Steven M Kornblau
- Department of Leukemia, University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Janetta J Bijl
- Hôpital Maisonneuve-Rosemont, Montreal, QC H1T 2M4, Canada
| | - B Hilda Ye
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - K Mark Ansel
- Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Elisabeth Paietta
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Ari Melnick
- Departments of Medicine and Pharmacology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Stephen P Hunger
- Division of Pediatric Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Peter Kurre
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Papé Family Pediatric Research Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jeffrey W Tyner
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA; Department of Cell & Developmental Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Mignon L Loh
- Pediatric Hematology-Oncology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Robert G Roeder
- Laboratory of Biochemistry and Molecular Biology, Rockefeller University, New York, NY 10065, USA
| | - Brian J Druker
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA; Howard Hughes Medical Institute, Portland, OR 97239, USA
| | - Jan A Burger
- Department of Leukemia, University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Thomas A Milne
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, OX3 9DS, UK
| | - Bill H Chang
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Markus Müschen
- Departments of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA.
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Park SM, Gönen M, Vu L, Minuesa G, Tivnan P, Barlowe TS, Taggart J, Lu Y, Deering RP, Hacohen N, Figueroa ME, Paietta E, Fernandez HF, Tallman MS, Melnick A, Levine R, Leslie C, Lengner CJ, Kharas MG. Musashi2 sustains the mixed-lineage leukemia-driven stem cell regulatory program. J Clin Invest 2015; 125:1286-98. [PMID: 25664853 DOI: 10.1172/jci78440] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 01/05/2015] [Indexed: 01/15/2023] Open
Abstract
Leukemia stem cells (LSCs) are found in most aggressive myeloid diseases and contribute to therapeutic resistance. Leukemia cells exhibit a dysregulated developmental program as the result of genetic and epigenetic alterations. Overexpression of the RNA-binding protein Musashi2 (MSI2) has been previously shown to predict poor survival in leukemia. Here, we demonstrated that conditional deletion of Msi2 in the hematopoietic compartment results in delayed leukemogenesis, reduced disease burden, and a loss of LSC function in a murine leukemia model. Gene expression profiling of these Msi2-deficient animals revealed a loss of the hematopoietic/leukemic stem cell self-renewal program and an increase in the differentiation program. In acute myeloid leukemia patients, the presence of a gene signature that was similar to that observed in Msi2-deficent murine LSCs correlated with improved survival. We determined that MSI2 directly maintains the mixed-lineage leukemia (MLL) self-renewal program by interacting with and retaining efficient translation of Hoxa9, Myc, and Ikzf2 mRNAs. Moreover, depletion of MLL target Ikzf2 in LSCs reduced colony formation, decreased proliferation, and increased apoptosis. Our data provide evidence that MSI2 controls efficient translation of the oncogenic LSC self-renewal program and suggest MSI2 as a potential therapeutic target for myeloid leukemia.
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