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Bubb QR, Balood M, Seir GE, Swartzrock L, Haslett E, Ho K, Xu P, Wiltz SG, Sotillo E, Gruber TA, Richards RM, Mackall CL, Czechowicz A. Development of multivalent CAR T cells as dual immunotherapy and conditioning agents. MOLECULAR THERAPY. ONCOLOGY 2025; 33:200944. [PMID: 40034967 PMCID: PMC11872492 DOI: 10.1016/j.omton.2025.200944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 11/18/2024] [Accepted: 01/28/2025] [Indexed: 03/05/2025]
Abstract
Hematopoietic stem cell transplantation (HSCT) is the only definitive cure for pediatric acute myeloid leukemia (AML). Despite adjustments in HSCT protocols and improvements in supportive care, 30% of high-risk patients who receive HSCT as part of their therapy still experience disease relapse with high transplant-related mortality. Relapsed AML has a dismal prognosis, and novel therapies are needed. To improve upon the status quo, HSCT would more effectively eliminate relapse-initiating leukemic cells and be delivered with safer, non-genotoxic conditioning. Here, we investigate hematopoietic cytokine receptors (HCRs) and identify that KIT, MPL, and FLT3 are collectively highly expressed in virtually all pediatric AML samples studied. Further, we establish proof-of-concept of a first-in-class chimeric antigen receptor (CAR) T cell that enables simultaneous targeting of KIT, MPL, and FLT3 through a single receptor, which we term the extracellularly linked concatemeric trivalent cytokine (ELECTRIC) CAR. ELECTRIC CARs exhibit potent cytotoxicity against normal and malignant hematopoietic cells in vitro and display anti-HCR activity in a murine xenograft model. We propose that the ELECTRIC system can be the foundation to developing a non-genotoxic, anti-leukemic conditioning regimen to enable safer, more durable efficacy with minimal toxicity.
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Affiliation(s)
- Quenton Rashawn Bubb
- Stem Cell Biology and Regenerative Medicine Graduate Program, Medical Scientist Training Program, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Mohammad Balood
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Gabe Eduardo Seir
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Leah Swartzrock
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ethan Haslett
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Katie Ho
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peng Xu
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Saida G. Wiltz
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Elena Sotillo
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Tanja A. Gruber
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Rebecca M. Richards
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Crystal L. Mackall
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
- Division of Blood and Stem Cell Transplantation and Cell Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Agnieszka Czechowicz
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
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2
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Umeda M, Hiltenbrand R, Michmerhuizen NL, Barajas JM, Thomas ME, Arthur B, Walsh MP, Song G, Ma J, Westover T, Kumar A, Pölönen P, Mecucci C, Di Giacomo D, Locatelli F, Masetti R, Bertuccio SN, Pigazzi M, Pruett-Miller SM, Pounds S, Rubnitz J, Inaba H, Papadopoulos KP, Wick MJ, Iacobucci I, Mullighan CG, Klco JM. Fusion oncoproteins and cooperating mutations define disease phenotypes in NUP98-rearranged leukemia. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.21.25320683. [PMID: 39974131 PMCID: PMC11838931 DOI: 10.1101/2025.01.21.25320683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Leukemias with NUP98 rearrangements exhibit heterogeneous phenotypes correlated to fusion partners, whereas the mechanism responsible for this heterogeneity is poorly understood. Through genome-wide mutational and transcriptional analyses of 177 NUP98-rearranged leukemias, we show that cooperating alterations are associated with differentiation status even among leukemias sharing the same NUP98 fusions, such as NUP98::KDM5A acute megakaryocytic leukemia with RB1 loss or T-cell acute lymphoblastic leukemia with NOTCH1 mutations. CUT&RUN profiling reveals that NUP98 fusion oncoproteins directly regulate differentiation-related genes, with binding patterns also influenced by differentiation stage. Using in vitro models, we show RB1 loss cooperates with NUP98::KDM5A by blocking terminal differentiation toward platelets and expanding megakaryocyte-like cells, whereas WT1 frameshifts skew differentiation toward dormant lympho-myeloid primed progenitor cells and cycling granulocyte-monocyte progenitor cells. NUP98::KDM5A models with RB1 or WT1 alterations have different sensitivities to menin inhibition, suggesting cellular differentiation stage-specific resistant mechanism against menin inhibitors with clinical implications for NUP98-rearranged leukemia.
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Affiliation(s)
- Masayuki Umeda
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Ryan Hiltenbrand
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | | | - Juan M. Barajas
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Melvin E. Thomas
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Bright Arthur
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Michael P Walsh
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Guangchun Song
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Jing Ma
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Tamara Westover
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Amit Kumar
- Center of Excellence for Leukemia Studies (CELS), St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Petri Pölönen
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Cristina Mecucci
- Department of Medicine and Surgery, Hematology and Bone Marrow Transplantation Unit, University of Perugia, Perugia, Italy
| | - Danika Di Giacomo
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy
| | - Franco Locatelli
- Department of Onco-Haematology and Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
- Department of Life Sciences and Public Health, Catholic University of the Sacred Heart, Rome, Italy
| | - Riccardo Masetti
- Pediatric Oncology and Hematology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | | | - Martina Pigazzi
- Department of Women’s and Children’s Health, Onco-hematology lab and clinic, University of Padova, Padova, Italy
| | - Shondra M. Pruett-Miller
- Center for Advanced Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN, US
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Jeffrey Rubnitz
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | | | - Michael J. Wick
- XenoSTART/ The START Center for Cancer Research, San Antonio, TX, US
| | - Ilaria Iacobucci
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Charles G. Mullighan
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
- Center of Excellence for Leukemia Studies (CELS), St. Jude Children’s Research Hospital, Memphis, TN, US
| | - Jeffery M. Klco
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, US
- Center of Excellence for Leukemia Studies (CELS), St. Jude Children’s Research Hospital, Memphis, TN, US
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3
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Garfinkle EAR, Nallagatla P, Sahoo B, Dang J, Balood M, Cotton A, Franke C, Mitchell S, Wilson T, Gruber TA. CBFA2T3-GLIS2 mediates transcriptional regulation of developmental pathways through a gene regulatory network. Nat Commun 2024; 15:8747. [PMID: 39384814 PMCID: PMC11464917 DOI: 10.1038/s41467-024-53158-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 10/03/2024] [Indexed: 10/11/2024] Open
Abstract
CBFA2T3-GLIS2 is a fusion oncogene found in pediatric acute megakaryoblastic leukemia that is associated with a poor prognosis. We establish a model of CBFA2T3-GLIS2 driven acute megakaryoblastic leukemia that allows the distinction of fusion specific changes from those that reflect the megakaryoblast lineage of this leukemia. Using this model, we map fusion genome wide binding that in turn imparts the characteristic transcriptional signature. A network of transcription factor genes bound and upregulated by the fusion are found to have downstream effects that result in dysregulated signaling of developmental pathways including NOTCH, Hedgehog, TGFβ, and WNT. Transcriptional regulation is mediated by homo-dimerization and binding of the ETO transcription factor through the nervy homology region 2. Loss of nerve homology region 2 abrogated the development of leukemia, leading to downregulation of JAK/STAT, Hedgehog, and NOTCH transcriptional signatures. These data contribute to the understanding of CBFA2T3-GLIS2 mediated leukemogenesis and identify potential therapeutic vulnerabilities for future studies.
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Affiliation(s)
| | - Pratima Nallagatla
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Binay Sahoo
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Jinjun Dang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Mohammad Balood
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Anitria Cotton
- Division of Experimental Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Camryn Franke
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Sharnise Mitchell
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Taylor Wilson
- Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tanja A Gruber
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
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4
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Peretz CAC, Kennedy VE, Walia A, Delley CL, Koh A, Tran E, Clark IC, Hayford CE, D'Amato C, Xue Y, Fontanez KM, May-Zhang AA, Smithers T, Agam Y, Wang Q, Dai HP, Roy R, Logan AC, Perl AE, Abate A, Olshen A, Smith CC. Multiomic single cell sequencing identifies stemlike nature of mixed phenotype acute leukemia. Nat Commun 2024; 15:8191. [PMID: 39294124 PMCID: PMC11411136 DOI: 10.1038/s41467-024-52317-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 08/30/2024] [Indexed: 09/20/2024] Open
Abstract
Despite recent work linking mixed phenotype acute leukemia (MPAL) to certain genetic lesions, specific driver mutations remain undefined for a significant proportion of patients and no genetic subtype is predictive of clinical outcomes. Moreover, therapeutic strategy for MPAL remains unclear, and prognosis is overall poor. We performed multiomic single cell profiling of 14 newly diagnosed adult MPAL patients to characterize the inter- and intra-tumoral transcriptional, immunophenotypic, and genetic landscapes of MPAL. We show that neither genetic profile nor transcriptome reliably correlate with specific MPAL immunophenotypes. Despite this, we find that MPAL blasts express a shared stem cell-like transcriptional profile indicative of high differentiation potential. Patients with the highest differentiation potential demonstrate inferior survival in our dataset. A gene set score, MPAL95, derived from genes highly enriched in the most stem-like MPAL cells, is applicable to bulk RNA sequencing data and is predictive of survival in an independent patient cohort, suggesting a potential strategy for clinical risk stratification.
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Affiliation(s)
- Cheryl A C Peretz
- Division of Hematology and Oncology, Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Vanessa E Kennedy
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Anushka Walia
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Cyrille L Delley
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Andrew Koh
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Elaine Tran
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Iain C Clark
- Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA
| | | | | | - Yi Xue
- Fluent Biosciences Inc., Watertown, MA, USA
| | | | | | | | - Yigal Agam
- Fluent Biosciences Inc., Watertown, MA, USA
| | - Qian Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Hai-Ping Dai
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| | - Ritu Roy
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Aaron C Logan
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Alexander E Perl
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Adam Abate
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Adam Olshen
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Catherine C Smith
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA.
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5
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Barajas JM, Umeda M, Contreras L, Khanlari M, Westover T, Walsh MP, Xiong E, Yang C, Otero B, Arribas-Layton M, Abdelhamed S, Song G, Ma X, Thomas Rd ME, Ma J, Klco JM. UBTF tandem duplications in pediatric myelodysplastic syndrome and acute myeloid leukemia: implications for clinical screening and diagnosis. Haematologica 2024; 109:2459-2468. [PMID: 38426285 PMCID: PMC11290532 DOI: 10.3324/haematol.2023.284683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 02/19/2024] [Indexed: 03/02/2024] Open
Abstract
Recent genomic studies in adult and pediatric acute myeloid leukemia (AML) demonstrated recurrent in-frame tandem duplications (TD) in exon 13 of upstream binding transcription factor (UBTF). These alterations, which account for approximately 4.3% of AML in childhood and about 3% in adult AML aged <60 years of age, are subtype-defining and associated with poor outcomes. Here, we provide a comprehensive investigation into the clinicopathological features of UBTF-TD myeloid neoplasms in childhood, including 89 unique pediatric AML and 6 myelodysplastic syndrome (MDS) cases harboring a tandem duplication in exon 13 of UBTF. We demonstrate that UBTF-TD myeloid tumors are associated with dysplastic features, low bone marrow blast infiltration, and low white blood cell count. Furthermore, using bulk and single-cell analyses, we confirm that UBTF-TD is an early and clonal event associated with a distinct transcriptional profile, whereas the acquisition of FLT3 or WT1 mutations is associated with more stem cell-like programs. Lastly, we report rare duplications within exon 9 of UBTF that phenocopy exon 13 duplications, expanding the spectrum of UBTF alterations in pediatric myeloid tumors. Collectively, we comprehensively characterize pediatric AML and MDS with UBTF-TD, and highlight key clinical and pathologic features that distinguish this new entity from other molecular subtypes of AML.
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Affiliation(s)
- Juan M Barajas
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Masayuki Umeda
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Lisett Contreras
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Mahsa Khanlari
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Tamara Westover
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Michael P Walsh
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Emily Xiong
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | | | | | | | - Sherif Abdelhamed
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Guangchun Song
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN
| | - Melvin E Thomas Rd
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jeffery M Klco
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN.
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6
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Umeda M, Ma J, Westover T, Ni Y, Song G, Maciaszek JL, Rusch M, Rahbarinia D, Foy S, Huang BJ, Walsh MP, Kumar P, Liu Y, Yang W, Fan Y, Wu G, Baker SD, Ma X, Wang L, Alonzo TA, Rubnitz JE, Pounds S, Klco JM. A new genomic framework to categorize pediatric acute myeloid leukemia. Nat Genet 2024; 56:281-293. [PMID: 38212634 PMCID: PMC10864188 DOI: 10.1038/s41588-023-01640-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 12/05/2023] [Indexed: 01/13/2024]
Abstract
Recent studies on pediatric acute myeloid leukemia (pAML) have revealed pediatric-specific driver alterations, many of which are underrepresented in the current classification schemas. To comprehensively define the genomic landscape of pAML, we systematically categorized 887 pAML into 23 mutually distinct molecular categories, including new major entities such as UBTF or BCL11B, covering 91.4% of the cohort. These molecular categories were associated with unique expression profiles and mutational patterns. For instance, molecular categories characterized by specific HOXA or HOXB expression signatures showed distinct mutation patterns of RAS pathway genes, FLT3 or WT1, suggesting shared biological mechanisms. We show that molecular categories were strongly associated with clinical outcomes using two independent cohorts, leading to the establishment of a new prognostic framework for pAML based on these updated molecular categories and minimal residual disease. Together, this comprehensive diagnostic and prognostic framework forms the basis for future classification of pAML and treatment strategies.
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Affiliation(s)
- Masayuki Umeda
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tamara Westover
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yonghui Ni
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guangchun Song
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jamie L Maciaszek
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael Rusch
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Delaram Rahbarinia
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Scott Foy
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Benjamin J Huang
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Michael P Walsh
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Priyadarshini Kumar
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yanling Liu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wenjian Yang
- Department of Pharmacy and Pharmaceutical Sciences, 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
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sharyn D Baker
- Division of Pharmaceutics and Pharmacology, College of Pharmacy, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lu Wang
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Todd A Alonzo
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jeffrey E Rubnitz
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeffery M Klco
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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7
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Barajas JM, Umeda M, Contreras L, Khanlari M, Westover T, Walsh MP, Xiong E, Yang C, Otero B, Arribas-Layton M, Abdelhamed S, Song G, Ma X, Thomas ME, Ma J, Klco JM. UBTF Tandem Duplications in Pediatric MDS and AML: Implications for Clinical Screening and Diagnosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.11.13.23298320. [PMID: 38014207 PMCID: PMC10680889 DOI: 10.1101/2023.11.13.23298320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Recent genomic studies in adult and pediatric acute myeloid leukemia (AML) demonstrated recurrent in-frame tandem duplications (TD) in exon 13 of upstream binding transcription factor (UBTF). These alterations, which account for ~4.3% of AMLs in childhood and up to 3% in adult AMLs under 60, are subtype-defining and associated with poor outcomes. Here, we provide a comprehensive investigation into the clinicopathological features of UBTF-TD myeloid neoplasms in childhood, including 89 unique pediatric AML and 6 myelodysplastic syndrome (MDS) cases harboring a tandem duplication in exon 13 of UBTF. We demonstrate that UBTF-TD myeloid tumors are associated with dysplastic features, low bone marrow blast infiltration, and low white blood cell count. Furthermore, using bulk and single-cell analyses, we confirm that UBTF-TD is an early and clonal event associated with a distinct transcriptional profile, whereas the acquisition of FLT3 or WT1 mutations is associated with more stem cell-like programs. Lastly, we report rare duplications within exon 9 of UBTF that phenocopy exon 13 duplications, expanding the spectrum of UBTF alterations in pediatric myeloid tumors. Collectively, we comprehensively characterize pediatric AML and MDS with UBTF-TD and highlight key clinical and pathologic features that distinguish this new entity from other molecular subtypes of AML.
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Affiliation(s)
- Juan M. Barajas
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Masayuki Umeda
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Lisett Contreras
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Mahsa Khanlari
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tamara Westover
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Michael P. Walsh
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Emily Xiong
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | | | | | | | - Sherif Abdelhamed
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Guangchun Song
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Melvin E. Thomas
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jing Ma
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jeffery M. Klco
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
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8
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Mumme H, Thomas BE, Bhasin SS, Krishnan U, Dwivedi B, Perumalla P, Sarkar D, Ulukaya GB, Sabnis HS, Park SI, DeRyckere D, Raikar SS, Pauly M, Summers RJ, Castellino SM, Wechsler DS, Porter CC, Graham DK, Bhasin M. Single-cell analysis reveals altered tumor microenvironments of relapse- and remission-associated pediatric acute myeloid leukemia. Nat Commun 2023; 14:6209. [PMID: 37798266 PMCID: PMC10556066 DOI: 10.1038/s41467-023-41994-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 09/25/2023] [Indexed: 10/07/2023] Open
Abstract
Acute myeloid leukemia (AML) microenvironment exhibits cellular and molecular differences among various subtypes. Here, we utilize single-cell RNA sequencing (scRNA-seq) to analyze pediatric AML bone marrow (BM) samples from diagnosis (Dx), end of induction (EOI), and relapse timepoints. Analysis of Dx, EOI scRNA-seq, and TARGET AML RNA-seq datasets reveals an AML blasts-associated 7-gene signature (CLEC11A, PRAME, AZU1, NREP, ARMH1, C1QBP, TRH), which we validate on independent datasets. The analysis reveals distinct clusters of Dx relapse- and continuous complete remission (CCR)-associated AML-blasts with differential expression of genes associated with survival. At Dx, relapse-associated samples have more exhausted T cells while CCR-associated samples have more inflammatory M1 macrophages. Post-therapy EOI residual blasts overexpress fatty acid oxidation, tumor growth, and stemness genes. Also, a post-therapy T-cell cluster associated with relapse samples exhibits downregulation of MHC Class I and T-cell regulatory genes. Altogether, this study deeply characterizes pediatric AML relapse- and CCR-associated samples to provide insights into the BM microenvironment landscape.
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Affiliation(s)
- Hope Mumme
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
| | - Beena E Thomas
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Swati S Bhasin
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Upaasana Krishnan
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Bhakti Dwivedi
- Department of Biostatistics and Bioinformatics Shared Resource, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Pruthvi Perumalla
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Debasree Sarkar
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Gulay B Ulukaya
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
| | - Himalee S Sabnis
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Sunita I Park
- Department of Pathology, Children's Healthcare of Atlanta, Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Deborah DeRyckere
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Sunil S Raikar
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Melinda Pauly
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Ryan J Summers
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Sharon M Castellino
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Daniel S Wechsler
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Christopher C Porter
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Douglas K Graham
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Manoj Bhasin
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA.
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA.
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
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9
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Sayitoglu EC, Luca BA, Boss AP, Thomas BC, Freeborn RA, Uyeda MJ, Chen PP, Nakauchi Y, Waichler C, Lacayo N, Bacchetta R, Majeti R, Gentles AJ, Cepika AM, Roncarolo MG. AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.21.558911. [PMID: 37790561 PMCID: PMC10542521 DOI: 10.1101/2023.09.21.558911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
T cells are important for the control of acute myeloid leukemia (AML), a common and often deadly malignancy. We observed that some AML patient samples are resistant to killing by human engineered cytotoxic CD4 + T cells. Single-cell RNA-seq of primary AML samples and CD4 + T cells before and after their interaction uncovered transcriptional programs that correlate with AML sensitivity or resistance to CD4 + T cell killing. Resistance-associated AML programs were enriched in AML patients with poor survival, and killing-resistant AML cells did not engage T cells in vitro . Killing-sensitive AML potently activated T cells before being killed, and upregulated ICAM1 , a key component of the immune synapse with T cells. Without ICAM1, killing-sensitive AML became resistant to killing to primary ex vivo -isolated CD8 + T cells in vitro , and engineered CD4 + T cells in vitro and in vivo . Thus, ICAM1 on AML acts as an immune trigger, allowing T cell killing, and could affect AML patient survival in vivo . SIGNIFICANCE AML is a common leukemia with sub-optimal outcomes. We show that AML transcriptional programs correlate with susceptibility to T cell killing. Killing resistance-associated AML programs are enriched in patients with poor survival. Killing-sensitive, but not resistant AML activate T cells and upregulate ICAM1 that binds to LFA-1 on T cells, allowing immune synapse formation which is critical for AML elimination. GRAPHICAL ABSTRACT
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10
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Shahid S, Ceglia N, Le Luduec JB, McPherson A, Spitzer B, Kontopoulos T, Bojilova V, Panjwani MK, Roshal M, Shah SP, Abdel-Wahab O, Greenbaum B, Hsu KC. Immune profiling after allogeneic hematopoietic cell transplantation in pediatric acute myeloid leukemia. Blood Adv 2023; 7:5069-5081. [PMID: 37327118 PMCID: PMC10471937 DOI: 10.1182/bloodadvances.2022009468] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 05/08/2023] [Accepted: 05/24/2023] [Indexed: 06/18/2023] Open
Abstract
Although allogeneic hematopoietic cell transplant (allo-HCT) is curative for high-risk pediatric acute myeloid leukemia (AML), disease relapse remains the primary cause of posttransplant mortality. To identify pressures imposed by allo-HCT on AML cells that escape the graft-versus-leukemia effect, we evaluated immune signatures at diagnosis and posttransplant relapse in bone marrow samples from 4 pediatric patients using a multimodal single-cell proteogenomic approach. Downregulation of major histocompatibility complex class II expression was most profound in progenitor-like blasts and accompanied by correlative changes in transcriptional regulation. Dysfunction of activated natural killer cells and CD8+ T-cell subsets at relapse was evidenced by the loss of response to interferon gamma, tumor necrosis factor α signaling via NF-κB, and interleukin-2/STAT5 signaling. Clonotype analysis of posttransplant relapse samples revealed an expansion of dysfunctional T cells and enrichment of T-regulatory and T-helper cells. Using novel computational methods, our results illustrate a diverse immune-related transcriptional signature in posttransplant relapses not previously reported in pediatric AML.
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Affiliation(s)
- Sanam Shahid
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nicholas Ceglia
- Memorial Hospital Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jean-Benoît Le Luduec
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrew McPherson
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Barbara Spitzer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Theodota Kontopoulos
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Viktoria Bojilova
- Memorial Hospital Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - M. Kazim Panjwani
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mikhail Roshal
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sohrab P. Shah
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Omar Abdel-Wahab
- Department of Medicine, New York Presbyterian Hospital Weill Cornell Medical Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Benjamin Greenbaum
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Katharine C. Hsu
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, New York Presbyterian Hospital Weill Cornell Medical Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
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11
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Egan G, Tasian SK. Relapsed pediatric acute myeloid leukaemia: state-of-the-art in 2023. Haematologica 2023; 108:2275-2288. [PMID: 36861399 PMCID: PMC10483345 DOI: 10.3324/haematol.2022.281106] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 02/23/2023] [Indexed: 03/03/2023] Open
Abstract
Although outcomes of children and adolescents with newly diagnosed acute myeloid leukemia (AML) have improved significantly over the past two decades, more than one-third of patients continue to relapse and experience suboptimal long-term outcomes. Given the small numbers of patients with relapsed AML and historical logistical barriers to international collaboration including poor trial funding and drug availability, the management of AML relapse has varied among pediatric oncology cooperative groups with several salvage regimens utilized and a lack of universally defined response criteria. The landscape of relapsed pediatric AML treatment is changing rapidly, however, as the international AML community harnesses collective knowledge and resources to characterize the genetic and immunophenotypic heterogeneity of relapsed disease, identify biological targets of interest within specific AML subtypes, develop new precision medicine approaches for collaborative investigation in early-phase clinical trials, and tackle challenges of universal drug access across the globe. This review provides a comprehensive overview of progress achieved to date in the treatment of pediatric patients with relapsed AML and highlights modern, state-of-the-art therapeutic approaches under active and emerging clinical investigation that have been facilitated by international collaboration among academic pediatric oncologists, laboratory scientists, regulatory agencies, pharmaceutical partners, cancer research sponsors, and patient advocates.
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Affiliation(s)
- Grace Egan
- Division of Haematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto; Toronto, Ontario
| | - Sarah K Tasian
- Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Pennsylvania, United States; University of Pennsylvania Perelman School of Medicine and Abramson Cancer Center; Philadelphia, Pennsylvania.
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12
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Mendoza-Castrejon J, Magee JA. Layered immunity and layered leukemogenicity: Developmentally restricted mechanisms of pediatric leukemia initiation. Immunol Rev 2023; 315:197-215. [PMID: 36588481 PMCID: PMC10301262 DOI: 10.1111/imr.13180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Hematopoietic stem cells (HSCs) and multipotent progenitor cells (MPPs) arise in successive waves during ontogeny, and their properties change significantly throughout life. Ontological changes in HSCs/MPPs underlie corresponding changes in mechanisms of pediatric leukemia initiation. As HSCs and MPPs progress from fetal to neonatal, juvenile and adult stages of life, they undergo transcriptional and epigenetic reprogramming that modifies immune output to meet age-specific pathogenic challenges. Some immune cells arise exclusively from fetal HSCs/MPPs. We propose that this layered immunity instructs cell fates that underlie a parallel layered leukemogenicity. Indeed, some pediatric leukemias, such as juvenile myelomonocytic leukemia, myeloid leukemia of Down syndrome, and infant pre-B-cell acute lymphoblastic leukemia, are age-restricted. They only present during infancy or early childhood. These leukemias likely arise from fetal progenitors that lose competence for transformation as they age. Other childhood leukemias, such as non-infant pre-B-cell acute lymphoblastic leukemia and acute myeloid leukemia, have mutation profiles that are common in childhood but rare in morphologically similar adult leukemias. These differences could reflect temporal changes in mechanisms of mutagenesis or changes in how progenitors respond to a given mutation at different ages. Interactions between leukemogenic mutations and normal developmental switches offer potential targets for therapy.
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Affiliation(s)
- Jonny Mendoza-Castrejon
- Department of Pediatrics, Division of Hematology and Oncology, Washington University School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110
| | - Jeffrey A. Magee
- Department of Pediatrics, Division of Hematology and Oncology, Washington University School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110
- Department of Genetics, Washington University School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110
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13
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Liu Y, Klein J, Bajpai R, Dong L, Tran Q, Kolekar P, Smith JL, Ries RE, Huang BJ, Wang YC, Alonzo TA, Tian L, Mulder HL, Shaw TI, Ma J, Walsh MP, Song G, Westover T, Autry RJ, Gout AM, Wheeler DA, Wan S, Wu G, Yang JJ, Evans WE, Loh M, Easton J, Zhang J, Klco JM, Meshinchi S, Brown PA, Pruett-Miller SM, Ma X. Etiology of oncogenic fusions in 5,190 childhood cancers and its clinical and therapeutic implication. Nat Commun 2023; 14:1739. [PMID: 37019972 PMCID: PMC10076316 DOI: 10.1038/s41467-023-37438-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 03/16/2023] [Indexed: 04/07/2023] Open
Abstract
Oncogenic fusions formed through chromosomal rearrangements are hallmarks of childhood cancer that define cancer subtype, predict outcome, persist through treatment, and can be ideal therapeutic targets. However, mechanistic understanding of the etiology of oncogenic fusions remains elusive. Here we report a comprehensive detection of 272 oncogenic fusion gene pairs by using tumor transcriptome sequencing data from 5190 childhood cancer patients. We identify diverse factors, including translation frame, protein domain, splicing, and gene length, that shape the formation of oncogenic fusions. Our mathematical modeling reveals a strong link between differential selection pressure and clinical outcome in CBFB-MYH11. We discover 4 oncogenic fusions, including RUNX1-RUNX1T1, TCF3-PBX1, CBFA2T3-GLIS2, and KMT2A-AFDN, with promoter-hijacking-like features that may offer alternative strategies for therapeutic targeting. We uncover extensive alternative splicing in oncogenic fusions including KMT2A-MLLT3, KMT2A-MLLT10, C11orf95-RELA, NUP98-NSD1, KMT2A-AFDN and ETV6-RUNX1. We discover neo splice sites in 18 oncogenic fusion gene pairs and demonstrate that such splice sites confer therapeutic vulnerability for etiology-based genome editing. Our study reveals general principles on the etiology of oncogenic fusions in childhood cancer and suggests profound clinical implications including etiology-based risk stratification and genome-editing-based therapeutics.
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Affiliation(s)
- Yanling Liu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jonathon Klein
- Department of Cell and Molecular Biology and Center for Advanced Genome Editing, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Richa Bajpai
- Department of Cell and Molecular Biology and Center for Advanced Genome Editing, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Li Dong
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Quang Tran
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Pandurang Kolekar
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jenny L Smith
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rhonda E Ries
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Benjamin J Huang
- Department of Pediatrics and Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | | | - Todd A Alonzo
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Liqing Tian
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Heather L Mulder
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Timothy I Shaw
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
| | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael P Walsh
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guangchun Song
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tamara Westover
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Robert J Autry
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alexander M Gout
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - David A Wheeler
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Shibiao Wan
- 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
| | - Jun J Yang
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - William E Evans
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mignon Loh
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute and the Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, 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
| | - Jeffery M Klco
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | | | - Shondra M Pruett-Miller
- Department of Cell and Molecular Biology and Center for Advanced Genome Editing, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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14
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Ryland GL, Umeda M, Holmfeldt L, Lehmann S, Herlin MK, Ma J, Khanlari M, Rubnitz JE, Ries RE, Kosasih HJ, Ekert PG, Goh HN, Tiong IS, Grimmond SM, Haferlach C, Day RB, Ley TJ, Meshinchi S, Ma X, Blombery P, Klco JM. Description of a novel subtype of acute myeloid leukemia defined by recurrent CBFB insertions. Blood 2023; 141:800-805. [PMID: 36179268 PMCID: PMC10273080 DOI: 10.1182/blood.2022017874] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/29/2022] [Accepted: 09/16/2022] [Indexed: 11/20/2022] Open
Affiliation(s)
- Georgina L. Ryland
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Parkville, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Masayuki Umeda
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Linda Holmfeldt
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- The Beijer Laboratory, Uppsala, Sweden
| | - Sören Lehmann
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Morten Krogh Herlin
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Mahsa Khanlari
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jeffrey E. Rubnitz
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Rhonda E. Ries
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | - Paul G. Ekert
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
- Discipline of Paediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW, Australia
| | - Hwee Ngee Goh
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Ing S. Tiong
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Sean M. Grimmond
- Centre for Cancer Research, University of Melbourne, Parkville, VIC, Australia
| | | | - Ryan B. Day
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Timothy J. Ley
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Xiaotu Ma
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN
| | - Piers Blombery
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
- Clinical Haematology, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Jeffery M. Klco
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
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15
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Ragusa D, Dijkhuis L, Pina C, Tosi S. Mechanisms associated with t(7;12) acute myeloid leukaemia: from genetics to potential treatment targets. Biosci Rep 2023; 43:BSR20220489. [PMID: 36622782 PMCID: PMC9894016 DOI: 10.1042/bsr20220489] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 01/04/2023] [Accepted: 01/09/2023] [Indexed: 01/10/2023] Open
Abstract
Acute myeloid leukaemia (AML), typically a disease of elderly adults, affects 8 children per million each year, with the highest paediatric incidence in infants aged 0-2 of 18 per million. Recurrent cytogenetic abnormalities contribute to leukaemia pathogenesis and are an important determinant of leukaemia classification. The t(7;12)(q36;p13) translocation is a high-risk AML subtype exclusively associated with infants and represents the second most common abnormality in this age group. Mechanisms of t(7;12) leukaemogenesis remain poorly understood. The translocation relocates the entire MNX1 gene within the ETV6 locus, but a fusion transcript is present in only half of the patients and its significance is unclear. Instead, research has focused on ectopic MNX1 expression, a defining feature of t(7;12) leukaemia, which has nevertheless failed to produce transformation in conventional disease models. Recently, advances in genome editing technologies have made it possible to recreate the t(7;12) rearrangement at the chromosomal level. Together with recent studies of MNX1 involvement using murine in vivo, in vitro, and organoid-based leukaemia models, specific investigation on the biology of t(7;12) can provide new insights into this AML subtype. In this review, we provide a comprehensive up-to-date analysis of the biological features of t(7;12), and discuss recent advances in mechanistic understanding of the disease which may deliver much-needed therapeutic opportunities to a leukaemia of notoriously poor prognosis.
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Affiliation(s)
- Denise Ragusa
- College of Health, Medicine and Life Sciences, Division of Biosciences, Brunel University London, Uxbridge, UB8 3PH, U.K
- Centre for Genome Engineering and Maintenance (CenGEM), Brunel University London, Kingston Lane, UB8 3PH, U.K
| | - Liza Dijkhuis
- College of Health, Medicine and Life Sciences, Division of Biosciences, Brunel University London, Uxbridge, UB8 3PH, U.K
| | - Cristina Pina
- College of Health, Medicine and Life Sciences, Division of Biosciences, Brunel University London, Uxbridge, UB8 3PH, U.K
- Centre for Genome Engineering and Maintenance (CenGEM), Brunel University London, Kingston Lane, UB8 3PH, U.K
| | - Sabrina Tosi
- College of Health, Medicine and Life Sciences, Division of Biosciences, Brunel University London, Uxbridge, UB8 3PH, U.K
- Centre for Genome Engineering and Maintenance (CenGEM), Brunel University London, Kingston Lane, UB8 3PH, U.K
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16
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Lasry A, Nadorp B, Fornerod M, Nicolet D, Wu H, Walker CJ, Sun Z, Witkowski MT, Tikhonova AN, Guillamot-Ruano M, Cayanan G, Yeaton A, Robbins G, Obeng EA, Tsirigos A, Stone RM, Byrd JC, Pounds S, Carroll WL, Gruber TA, Eisfeld AK, Aifantis I. An inflammatory state remodels the immune microenvironment and improves risk stratification in acute myeloid leukemia. NATURE CANCER 2023; 4:27-42. [PMID: 36581735 PMCID: PMC9986885 DOI: 10.1038/s43018-022-00480-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 11/04/2022] [Indexed: 12/31/2022]
Abstract
Acute myeloid leukemia (AML) is a hematopoietic malignancy with poor prognosis and limited treatment options. Here we provide a comprehensive census of the bone marrow immune microenvironment in adult and pediatric patients with AML. We characterize unique inflammation signatures in a subset of AML patients, associated with inferior outcomes. We identify atypical B cells, a dysfunctional B-cell subtype enriched in patients with high-inflammation AML, as well as an increase in CD8+GZMK+ and regulatory T cells, accompanied by a reduction in T-cell clonal expansion. We derive an inflammation-associated gene score (iScore) that associates with poor survival outcomes in patients with AML. Addition of the iScore refines current risk stratifications for patients with AML and may enable identification of patients in need of more aggressive treatment. This work provides a framework for classifying patients with AML based on their immune microenvironment and a rationale for consideration of the inflammatory state in clinical settings.
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Affiliation(s)
- Audrey Lasry
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Bettina Nadorp
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
- Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY, USA
| | - Maarten Fornerod
- Department of Cell Biology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Deedra Nicolet
- The Ohio State University Comprehensive Cancer Center, Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH, USA
- Alliance Statistics and Data Center, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Huiyun Wu
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Christopher J Walker
- The Ohio State University Comprehensive Cancer Center, Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH, USA
- Alliance Statistics and Data Center, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Zhengxi Sun
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Matthew T Witkowski
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Anastasia N Tikhonova
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Maria Guillamot-Ruano
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Geraldine Cayanan
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Anna Yeaton
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Gabriel Robbins
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Esther A Obeng
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Aristotelis Tsirigos
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
- Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - John C Byrd
- Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - William L Carroll
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Tanja A Gruber
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Ann-Kathrin Eisfeld
- The Ohio State University Comprehensive Cancer Center, Clara D. Bloomfield Center for Leukemia Outcomes Research, Columbus, OH, USA.
- Division of Hematology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA.
- Pelotonia Institute for Immuno-Oncology, The Ohio State University, Columbus, OH, USA.
| | - Iannis Aifantis
- Department of Pathology, New York University School of Medicine, New York, NY, USA.
- Laura & Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.
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17
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Lalayanni C, Demosthenous C, Iskas M, Kelaidi C, Papathanasiou M, Syrigou A, Athanasiadou A, Papalexandri A, Batsis I, Vardi A, Polychronopoulou S, Sakellari I. Adolescents and young adults (AYA) with acute myeloid leukemia (AML): real-world long-term results and age-specific outcomes. Leuk Lymphoma 2022; 63:3128-3137. [PMID: 36002396 DOI: 10.1080/10428194.2022.2113527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Opposing acute lymphoblastic leukemia, sparse data about AYAs with acute myeloid leukemia (AML) is available. Overall, 125 AYAs (age 10-35 years) treated during the last two decades were evaluated and compared to 385 older patients. CBF leukemia was more frequent in AYAs (21.6% vs. 8%, p < 0.001); however, many presented high-risk features. AYAs showed improved complete remission rate (CR, 80% vs. 65%, p = 0.01), lower cumulative incidence of relapse and TRM and longer survival (5 year-OS 53% vs. 24%, p < 0.0001), observed mainly in intermediate-risk karyotype. Adolescents displayed even better outcomes (5 year-OS 69%). AlloHCT in CR1 was beneficial for nonadolescent AYAs (5 year-OS 66.7% vs. 44.4% without HCT, p = 0.04). Among 50 APL patients, 19 AYAs experienced better outcomes than older, mainly attributed to reduced treatment-related mortality (TRM, 5% vs. 19%, p = 0.1). We observed an important (>10%) survival gain for AYAs during the last decade. However, AYAs have still unmet needs to obtain optimal cure rates.
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Affiliation(s)
- Chrysavgi Lalayanni
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | | | - Michail Iskas
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | - Charikleia Kelaidi
- Department of Pediatric Hematology and Oncology Aghia, Sophia Children's Hospital, Athens, Greece
| | - Maria Papathanasiou
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | - Antonia Syrigou
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | | | | | - Ioannis Batsis
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | - Anna Vardi
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | - Sophia Polychronopoulou
- Department of Pediatric Hematology and Oncology Aghia, Sophia Children's Hospital, Athens, Greece
| | - Ioanna Sakellari
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
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18
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Gasic V, Karan-Djurasevic T, Pavlovic D, Zukic B, Pavlovic S, Tosic N. Diagnostic and Therapeutic Implications of Long Non-Coding RNAs in Leukemia. Life (Basel) 2022; 12:1770. [PMID: 36362925 PMCID: PMC9695865 DOI: 10.3390/life12111770] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/27/2022] [Accepted: 10/29/2022] [Indexed: 08/26/2023] Open
Abstract
Leukemia is a heterogenous group of hematological malignancies categorized in four main types (acute myeloid leukemia (AML), acute lymphoblastic leukemia (ALL), chronic myeloid leukemia (CML) and chronic lymphocytic leukemia (CLL). Several cytogenetic and molecular markers have become a part of routine analysis for leukemia patients. These markers have been used in diagnosis, risk-stratification and targeted therapy application. Recent studies have indicated that numerous regulatory RNAs, such as long non-coding RNAs (lncRNAs), have a role in tumor initiation and progression. When it comes to leukemia, data for lncRNA involvement in its etiology, progression, diagnosis, treatment and prognosis is limited. The aim of this review is to summarize research data on lncRNAs in different types of leukemia, on their expression pattern, their role in leukemic transformation and disease progression. The usefulness of this information in the clinical setting, i.e., for diagnostic and prognostic purposes, will be emphasized. Finally, how particular lncRNAs could be used as potential targets for the application of targeted therapy will be considered.
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Affiliation(s)
- Vladimir Gasic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11042 Belgrade, Serbia
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19
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Wang H, Chan KYY, Cheng CK, Ng MH, Lee PY, Cheng FWT, Lam GKS, Chow TW, Ha SY, Chiang AK, Leung WH, Leung AY, Wang CC, Zhang T, Zhang XB, So CC, Yuen YP, Sun Q, Zhang C, Xu Y, Cheung JTK, Ng WH, Tang PMK, Kang W, To KF, Lee WYW, Wong RS, Poon ENY, Zhao Q, Huang J, Chen C, Yuen PMP, Li CK, Leung AWK, Leung KT. Pharmacogenomic Profiling of Pediatric Acute Myeloid Leukemia to Identify Therapeutic Vulnerabilities and Inform Functional Precision Medicine. Blood Cancer Discov 2022; 3:516-535. [PMID: 35960210 PMCID: PMC9894568 DOI: 10.1158/2643-3230.bcd-22-0011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 05/31/2022] [Accepted: 08/09/2022] [Indexed: 11/16/2022] Open
Abstract
Despite the expanding portfolio of targeted therapies for adults with acute myeloid leukemia (AML), direct implementation in children is challenging due to inherent differences in underlying genetics. Here we established the pharmacologic profile of pediatric AML by screening myeloblast sensitivity to approved and investigational agents, revealing candidates of immediate clinical relevance. Drug responses ex vivo correlated with patient characteristics, exhibited age-specific alterations, and concorded with activities in xenograft models. Integration with genomic data uncovered new gene-drug associations, suggesting actionable therapeutic vulnerabilities. Transcriptome profiling further identified gene-expression signatures associated with on- and off-target drug responses. We also demonstrated the feasibility of drug screening-guided treatment for children with high-risk AML, with two evaluable cases achieving remission. Collectively, this study offers a high-dimensional gene-drug clinical data set that could be leveraged to research the unique biology of pediatric AML and sets the stage for realizing functional precision medicine for the clinical management of the disease. SIGNIFICANCE We conducted integrated drug and genomic profiling of patient biopsies to build the functional genomic landscape of pediatric AML. Age-specific differences in drug response and new gene-drug interactions were identified. The feasibility of functional precision medicine-guided management of children with high-risk AML was successfully demonstrated in two evaluable clinical cases. This article is highlighted in the In This Issue feature, p. 476.
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Affiliation(s)
- Han Wang
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Kathy Yuen Yee Chan
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi Keung Cheng
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Margaret H.L. Ng
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Po Yi Lee
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Frankie Wai Tsoi Cheng
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Grace Kee See Lam
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Tin Wai Chow
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Shau Yin Ha
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Alan K.S. Chiang
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Wing Hang Leung
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Anskar Y.H. Leung
- Department of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Chi Chiu Wang
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Tao Zhang
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Xiao-Bing Zhang
- Department of Medicine, Loma Linda University, Loma Linda, California
| | - Chi Chiu So
- Department of Pathology, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Yuet Ping Yuen
- Department of Pathology, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Qiwei Sun
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi Zhang
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Yaqun Xu
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - John Tak Kit Cheung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wing Hei Ng
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Patrick Ming-Kuen Tang
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wei Kang
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Ka-Fai To
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wayne Yuk Wai Lee
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Raymond S.M. Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Ellen Ngar Yun Poon
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Qi Zhao
- Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Taipa, Macau
| | - Junbin Huang
- Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China
| | - Chun Chen
- Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China
| | - Patrick Man Pan Yuen
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi-kong Li
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
| | - Alex Wing Kwan Leung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
| | - Kam Tong Leung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
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20
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Abstract
PURPOSE OF REVIEW The development of high-throughput techniques like next-generation sequencing (NGS) has unraveled the genetic profile of cancer. In this review, we discuss the role of NGS on the diagnostic, risk stratification, and follow-up of patients with acute myeloid leukemia (AML). RECENT FINDINGS NGS has become an essential tool in clinical practice for AML management. Therefore, efforts are being made to improve its applications, automation, and turnaround time. Other high-throughput techniques, such as whole genome sequencing or RNA-sequencing, can be also used to this end. However, not all institutions may be able to implement these approaches. NGS is being investigated for measurable residual disease (MRD) assessment, especially with the development of error-correction NGS. New data analysis approaches like machine learning are being investigated in order to integrate genomic and clinical data and develop comprehensive classifications and risk scores. SUMMARY NGS has proven to be a useful approach for the analysis of genomic alterations in patients with AML, which aids patient management. Current research is being directed at reducing turnaround time and simplifying processes so that these techniques can be universally integrated into clinical practice.
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Affiliation(s)
- Marta Llop
- Molecular Biology Unit, Service of Clinical Analysis. Hospital Universitari i Politècnic La Fe
- CIBERONC CB16/12/00284
| | - Claudia Sargas
- Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Eva Barragán
- Molecular Biology Unit, Service of Clinical Analysis. Hospital Universitari i Politècnic La Fe
- CIBERONC CB16/12/00284
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21
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Noort S, van Oosterwijk J, Ma J, Garfinkle EA, Nance S, Walsh M, Song G, Reinhardt D, Pigazzi M, Locatelli F, Hasle H, Abrahamsson J, Jarosova M, Kelaidi C, Polychronopoulou S, van den Heuvel-Eibrink MM, Fornerod M, Gruber TA, Zwaan CM. Analysis of rare driving events in pediatric acute myeloid leukemia. Haematologica 2022; 108:48-60. [PMID: 35899387 PMCID: PMC9827169 DOI: 10.3324/haematol.2021.280250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Indexed: 02/04/2023] Open
Abstract
Elucidating genetic aberrations in pediatric acute myeloid leukemia (AML) provides insight in biology and may impact on risk-group stratification and clinical outcome. This study aimed to detect such aberrations in a selected series of samples without known (cyto)genetic aberration using molecular profiling. A cohort of 161 patients was selected from various study groups: DCOG, BFM, SJCRH, NOPHO and AEIOP. Samples were analyzed using RNA sequencing (n=152), whole exome (n=135) and/or whole genome sequencing (n=100). In 70 of 156 patients (45%), of whom RNA sequencing or whole genome sequencing was available, rearrangements were detected, 22 of which were novel; five involving ERG rearrangements and four NPM1 rearrangements. ERG rearrangements showed self-renewal capacity in vitro, and a distinct gene expression pattern. Gene set enrichment analysis of this cluster showed upregulation of gene sets derived from Ewing sarcoma, which was confirmed comparing gene expression profiles of AML and Ewing sarcoma. Furthermore, NPM1-rearranged cases showed cytoplasmic NPM1 localization and revealed HOXA/B gene overexpression, as described for NPM1 mutated cases. Single-gene mutations as identified in adult AML were rare. Patients had a median of 24 coding mutations (range, 7-159). Novel recurrent mutations were detected in UBTF (n=10), a regulator of RNA transcription. In 75% of patients an aberration with a prognostic impact could be detected. Therefore, we suggest these techniques need to become standard of care in diagnostics.
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Affiliation(s)
- Sanne Noort
- Pediatric Oncology/Hematology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, the Netherlands
| | | | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Stephanie Nance
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael Walsh
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Guangchun Song
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Dirk Reinhardt
- AML-BFM Study Group, Pediatric Hematology and Oncology, Essen, Germany
| | - Martina Pigazzi
- Women and Child Health Department, Hematology-Oncology Clinic and Lab, University of Padova, Padova, Italy
| | - Franco Locatelli
- Italian Association of Pediatric Hematology and Oncology, University of Pavia, Pavia, Italy
| | - Henrik Hasle
- Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jonas Abrahamsson
- Nordic Society for Pediatric Hematology and Oncology, Department of Pediatrics, Institution for Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Marie Jarosova
- Center of Molecular Biology and Gene Therapy, Department of Internal Hematology and Oncology, Masaryk University Hospital, Brno, Czech Republic
| | - Charikleia Kelaidi
- Department of Pediatric Hematology and Oncology, “Aghia Sophia” Children’s Hospital, Athens, Greece
| | - Sophia Polychronopoulou
- Department of Pediatric Hematology and Oncology, “Aghia Sophia” Children’s Hospital, Athens, Greece
| | - Marry M. van den Heuvel-Eibrink
- Pediatric Oncology/Hematology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, the Netherlands,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Maarten Fornerod
- Department of Cell Biology, Erasmus MC, Rotterdam, the Netherlands
| | - Tanja A. Gruber
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - C. Michel Zwaan
- Pediatric Oncology/Hematology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, the Netherlands,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands,C. M. Zwaan
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22
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Watt SM, Hua P, Roberts I. Increasing Complexity of Molecular Landscapes in Human Hematopoietic Stem and Progenitor Cells during Development and Aging. Int J Mol Sci 2022; 23:3675. [PMID: 35409034 PMCID: PMC8999121 DOI: 10.3390/ijms23073675] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 03/21/2022] [Accepted: 03/23/2022] [Indexed: 02/05/2023] Open
Abstract
The past five decades have seen significant progress in our understanding of human hematopoiesis. This has in part been due to the unprecedented development of advanced technologies, which have allowed the identification and characterization of rare subsets of human hematopoietic stem and progenitor cells and their lineage trajectories from embryonic through to adult life. Additionally, surrogate in vitro and in vivo models, although not fully recapitulating human hematopoiesis, have spurred on these scientific advances. These approaches have heightened our knowledge of hematological disorders and diseases and have led to their improved diagnosis and therapies. Here, we review human hematopoiesis at each end of the age spectrum, during embryonic and fetal development and on aging, providing exemplars of recent progress in deciphering the increasingly complex cellular and molecular hematopoietic landscapes in health and disease. This review concludes by highlighting links between chronic inflammation and metabolic and epigenetic changes associated with aging and in the development of clonal hematopoiesis.
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Affiliation(s)
- Suzanne M. Watt
- Stem Cell Research, Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9BQ, UK
- Myeloma Research Laboratory, Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, North Terrace, Adelaide 5005, Australia
- Cancer Program, Precision Medicine Theme, South Australian Health and Medical Research Institute, Adelaide 5001, Australia
| | - Peng Hua
- State Key Laboratory of Reproductive Medicine, Nanjing Medical University, Nanjing 210029, China;
| | - Irene Roberts
- MRC Molecular Haematology Unit, MRC Weatherall Institute of Molecular Medicine, and NIHR Oxford Biomedical Research Centre Haematology Theme, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK;
- Department of Paediatrics and NIHR Oxford Biomedical Research Centre Haematology Theme, University of Oxford, Oxford OX3 9DU, UK
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23
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Hasserjian RP, Nardi V. Bedside to Bench and Back: Identifying a New Clinically Relevant Driver in Pediatric Acute Myeloid Leukemia. Blood Cancer Discov 2022; 3:173-175. [PMID: 35176140 DOI: 10.1158/2643-3230.bcd-22-0004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
In this issue of Blood Cancer Discovery, Dr Masayuki Umeda and colleagues identify and comprehensively analyze a novel recurrent UBTF mutation (tandem duplications) in pediatric acute myeloid leukemia. Acute myeloid leukemia cases with UBTF tandem duplications display distinctive biologic features, including association with FLT3-ITD and WT1 mutations and high-risk disease, and appear to represent a new genetic subtype of acute myeloid leukemia.
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