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Aertgeerts M, Meyers S, Demeyer S, Segers H, Cools J. Unlocking the Complexity: Exploration of Acute Lymphoblastic Leukemia at the Single Cell Level. Mol Diagn Ther 2024:10.1007/s40291-024-00739-5. [PMID: 39190087 DOI: 10.1007/s40291-024-00739-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2024] [Indexed: 08/28/2024]
Abstract
Acute lymphoblastic leukemia (ALL) is the most common cancer in children. ALL originates from precursor lymphocytes that acquire multiple genomic changes over time, including chromosomal rearrangements and point mutations. While a large variety of genomic defects was identified and characterized in ALL over the past 30 years, it was only in recent years that the clonal heterogeneity was recognized. Thanks to the latest advancements in single-cell sequencing techniques, which have evolved from the analysis of a few hundred cells to the analysis of thousands of cells simultaneously, the study of tumor heterogeneity now becomes possible. Different modalities can be explored at the single-cell level: DNA, RNA, epigenetic modifications, and intracellular and cell surface proteins. In this review, we describe these techniques and highlight their advantages and limitations in the study of ALL biology. Moreover, multiomics technologies and the incorporation of the spatial dimension can provide insight into intercellular communication. We describe how the different single-cell sequencing technologies help to unravel the molecular complexity of ALL, shedding light on its development, its heterogeneity, its interaction with the leukemia microenvironment and possible relapse mechanisms.
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Affiliation(s)
- Margo Aertgeerts
- Department of Oncology, KU Leuven, Leuven, Belgium
- Center for Cancer Biology, VIB, Leuven, Belgium
- Leuvens Kanker Instituut (LKI), KU Leuven-UZ Leuven, Leuven, Belgium
| | - Sarah Meyers
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Center for Cancer Biology, VIB, Leuven, Belgium
- Leuvens Kanker Instituut (LKI), KU Leuven-UZ Leuven, Leuven, Belgium
| | - Sofie Demeyer
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Center for Cancer Biology, VIB, Leuven, Belgium
- Leuvens Kanker Instituut (LKI), KU Leuven-UZ Leuven, Leuven, Belgium
| | - Heidi Segers
- Department of Oncology, KU Leuven, Leuven, Belgium.
- Leuvens Kanker Instituut (LKI), KU Leuven-UZ Leuven, Leuven, Belgium.
- Department of Pediatric Hematology and Oncology, UZ Leuven, Leuven, Belgium.
| | - Jan Cools
- Department of Human Genetics, KU Leuven, Leuven, Belgium.
- Center for Cancer Biology, VIB, Leuven, Belgium.
- Leuvens Kanker Instituut (LKI), KU Leuven-UZ Leuven, Leuven, Belgium.
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2
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O'Connor D, Valle-Inclán JE, Conde L, Bloye G, Rahman S, Costa JR, Bartram J, Adams S, Wright G, Elrick H, Wall K, Dyer S, Howell C, Jigoulina G, Herrero J, Cortes-Ciriano I, Moorman AV, Mansour MR. Noncoding mutations drive persistence of a founder preleukemic clone which initiates late relapse in T-ALL. Blood 2024; 143:933-937. [PMID: 38194681 DOI: 10.1182/blood.2023021906] [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: 07/18/2023] [Revised: 11/14/2023] [Accepted: 12/01/2023] [Indexed: 01/11/2024] Open
Abstract
ABSTRACT T-ALL relapse usually occurs early but can occur much later, which has been suggested to represent a de novo leukemia. However, we conclusively demonstrate late relapse can evolve from a pre-leukemic subclone harbouring a non-coding mutation that evades initial chemotherapy.
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Affiliation(s)
- David O'Connor
- UCL Cancer Institute, University College London, London, United Kingdom
- Department of Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Jose Espejo Valle-Inclán
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Lucia Conde
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Gianna Bloye
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Sunniyat Rahman
- UCL Cancer Institute, University College London, London, United Kingdom
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia
| | - Joana R Costa
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Jack Bartram
- Department of Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Stuart Adams
- Specialist Integrated Haematology and Malignancy Diagnostic Service-Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Gary Wright
- Specialist Integrated Haematology and Malignancy Diagnostic Service-Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Hillary Elrick
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Kerry Wall
- West Midlands Regional Genetics Laboratory, Birmingham, United Kingdom
| | - Sara Dyer
- West Midlands Regional Genetics Laboratory, Birmingham, United Kingdom
| | | | | | - Javier Herrero
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Isidro Cortes-Ciriano
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Anthony V Moorman
- Leukaemia Research Cytogenetics Group, Wolfson Childhood Cancer Centre, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Marc R Mansour
- UCL Cancer Institute, University College London, London, United Kingdom
- Department of Developmental Biology and Cancer, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
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3
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Khanlari M, Wang W, Liu YC, Wang L, Rubnitz JE, Dixon S, Orr BA, Anelo OM, Cheng Z, Balagopal V, Klco JM. Concurrent peripheral T-cell lymphoma and T-cell lymphoblastic leukemia/lymphoma with identical STIL:: TAL1 fusion events. Haematologica 2024; 109:994-999. [PMID: 37767572 PMCID: PMC10905091 DOI: 10.3324/haematol.2023.283585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Affiliation(s)
- Mahsa Khanlari
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN.
| | - Wei Wang
- Department of Hematopathology, MD Anderson Cancer Center, Houston, TX
| | - Yen-Chun Liu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Lu Wang
- 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
| | - Stephanie Dixon
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Brent A Orr
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Obianuju M Anelo
- Department of Pathology, University of Tennessee Health Science Center, TN
| | - Zhongshan Cheng
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN
| | - Vidya Balagopal
- 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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4
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Lim J, Chin V, Fairfax K, Moutinho C, Suan D, Ji H, Powell JE. Transitioning single-cell genomics into the clinic. Nat Rev Genet 2023:10.1038/s41576-023-00613-w. [PMID: 37258725 DOI: 10.1038/s41576-023-00613-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 06/02/2023]
Abstract
The use of genomics is firmly established in clinical practice, resulting in innovations across a wide range of disciplines such as genetic screening, rare disease diagnosis and molecularly guided therapy choice. This new field of genomic medicine has led to improvements in patient outcomes. However, most clinical applications of genomics rely on information generated from bulk approaches, which do not directly capture the genomic variation that underlies cellular heterogeneity. With the advent of single-cell technologies, research is rapidly uncovering how genomic data at cellular resolution can be used to understand disease pathology and mechanisms. Both DNA-based and RNA-based single-cell technologies have the potential to improve existing clinical applications and open new application spaces for genomics in clinical practice, with oncology, immunology and haematology poised for initial adoption. However, challenges in translating cellular genomics from research to a clinical setting must first be overcome.
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Affiliation(s)
- Jennifer Lim
- Cellular Science, Garvan Institute of Medical Research, Sydney, NSW, Australia
- Department of Oncology, St George Hospital, Sydney, NSW, Australia
- The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, NSW, Australia
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Venessa Chin
- Cellular Science, Garvan Institute of Medical Research, Sydney, NSW, Australia
- The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, NSW, Australia
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Kirsten Fairfax
- School of Medicine, University of Tasmania, Hobart, Australia
| | - Catia Moutinho
- Cellular Science, Garvan Institute of Medical Research, Sydney, NSW, Australia
| | - Dan Suan
- Cellular Science, Garvan Institute of Medical Research, Sydney, NSW, Australia
- Westmead Clinical School, University of Sydney, Sydney, NSW, Australia
| | - Hanlee Ji
- School of Medicine, Stanford University, Palo Alto, CA, USA
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA
| | - Joseph E Powell
- Cellular Science, Garvan Institute of Medical Research, Sydney, NSW, Australia.
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.
- UNSW Cellular Genomics Futures Institute, University of New South Wales, Sydney, NSW, Australia.
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Generating in vitro models of NTRK-fusion mesenchymal neoplasia as tools for investigating kinase oncogenic activation and response to targeted therapy. Oncogenesis 2023; 12:8. [PMID: 36801905 PMCID: PMC9938185 DOI: 10.1038/s41389-023-00454-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 02/03/2023] [Accepted: 02/08/2023] [Indexed: 02/19/2023] Open
Abstract
The discovery of neurotrophic tyrosine receptor kinase (NTRK) gene fusions as pan-tumor oncogenic drivers has led to new personalized therapies in oncology. Recent studies investigating NTRK fusions among mesenchymal neoplasms have identified several emerging soft tissue tumor entities displaying various phenotypes and clinical behaviors. Among them, tumors resembling lipofibromatosis or malignant peripheral nerve sheath tumors often harbor intra-chromosomal NTRK1 rearrangements, while most infantile fibrosarcomas are characterized by canonical ETV6::NTRK3 fusions. However, appropriate cellular models to investigate mechanisms of how kinase oncogenic activation through gene fusions drives such a wide spectrum of morphology and malignancy are lacking. Progress in genome editing has facilitated the efficient generation of chromosomal translocations in isogenic cell lines. In this study we employ various strategies to model NTRK fusions, including LMNA::NTRK1 (interstitial deletion) and ETV6::NTRK3 (reciprocal translocation) in human embryonic stem (hES) cells and mesenchymal progenitors (hES-MP). Here, we undertake various methods to model non-reciprocal, intrachromosomal deletions/translocations by induction of DNA double strand breaks (DSBs) exploiting either the repair mechanisms of homology directed repair (HDR) or non-homologous end joining (NHEJ). Expression of LMNA::NTRK1 or ETV6::NTRK3 fusions in either hES cells or hES-MP did not affect cell proliferation. However, the level of mRNA expression of the fusion transcripts was significantly upregulated in hES-MP, and phosphorylation of the LMNA::NTRK1 fusion oncoprotein was noted only in hES-MP but not in hES cells. Similarly, an NTRK1-driven transcriptional profile related to neuronal and neuroectodermal lineage was upregulated mainly in hES-MP, supporting the importance of appropriate cellular context in modeling cancer relevant aberrations. As proof of concept of the validity of our in vitro models, phosphorylation was depleted by two TRK inhibitors, Entrectinib and Larotrectinib, currently used as targeted therapy for tumors with NTRK fusions.
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6
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Iacobucci I, Witkowski MT, Mullighan CG. Single-cell analysis of acute lymphoblastic and lineage-ambiguous leukemia: approaches and molecular insights. Blood 2023; 141:356-368. [PMID: 35926109 PMCID: PMC10023733 DOI: 10.1182/blood.2022016954] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 07/13/2022] [Accepted: 07/23/2022] [Indexed: 01/31/2023] Open
Abstract
Despite recent progress in identifying the genetic drivers of acute lymphoblastic leukemia (ALL), prognosis remains poor for those individuals who experience disease recurrence. Moreover, acute leukemias of ambiguous lineage lack a biologically informed framework to guide classification and therapy. These needs have driven the adoption of multiple complementary single-cell sequencing approaches to explore key issues in the biology of these leukemias, including cell of origin, developmental hierarchy and ontogeny, and the molecular heterogeneity driving pathogenesis, progression, and therapeutic responsiveness. There are multiple single-cell techniques for profiling a specific modality, including RNA, DNA, chromatin accessibility and methylation; and an expanding range of approaches for simultaneous analysis of multiple modalities. Single-cell sequencing approaches have also enabled characterization of cell-intrinsic and -extrinsic features of ALL biology. In this review we describe these approaches and highlight the extensive heterogeneity that underpins ALL gene expression, cellular differentiation, and clonal architecture throughout disease pathogenesis and treatment resistance. In addition, we discuss the importance of the dynamic interactions that occur between leukemia cells and the nonleukemia microenvironment. We discuss potential opportunities and limitations of single-cell sequencing for the study of ALL biology and treatment responsiveness.
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Affiliation(s)
- Ilaria Iacobucci
- Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN
| | - Matthew T. Witkowski
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Charles G. Mullighan
- Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN
- Hematological Malignancies Program, St Jude Children’s Research Hospital, Memphis, TN
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7
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Koo YK, Kim H, Shin S. A Case of STIL-TAL1-positive T-lymphoblastic Leukemia With a Minor Philadelphia-positive Clone. Ann Lab Med 2023; 43:100-103. [PMID: 36045064 PMCID: PMC9467828 DOI: 10.3343/alm.2023.43.1.100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/17/2022] [Accepted: 08/12/2022] [Indexed: 12/31/2022] Open
Affiliation(s)
- Yu-Kyung Koo
- Department of Laboratory Medicine, Yonsei University College of Medicine, Severance Hospital, Seoul, Korea
| | - Hongkyung Kim
- Department of Laboratory Medicine, Yonsei University College of Medicine, Severance Hospital, Seoul, Korea
| | - Saeam Shin
- Department of Laboratory Medicine, Yonsei University College of Medicine, Severance Hospital, Seoul, Korea,Corresponding author: Saeam Shin, M.D. Department of Laboratory Medicine, Yonsei University College of Medicine, Severance Hospital, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea Tel: +82-2-2228-2453, Fax: +82-2-364-1583, E-mail:
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8
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The Promise of Single-cell Technology in Providing New Insights Into the Molecular Heterogeneity and Management of Acute Lymphoblastic Leukemia. Hemasphere 2022; 6:e734. [PMID: 35651714 PMCID: PMC9148686 DOI: 10.1097/hs9.0000000000000734] [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: 02/22/2022] [Accepted: 04/28/2022] [Indexed: 11/26/2022] Open
Abstract
Drug resistance and treatment failure in pediatric acute lymphoblastic leukemia (ALL) are in part driven by tumor heterogeneity and clonal evolution. Although bulk tumor genomic analyses have provided some insight into these processes, single-cell sequencing has emerged as a powerful technique to profile individual cells in unprecedented detail. Since the introduction of single-cell RNA sequencing, we now have the capability to capture not only transcriptomic, but also genomic, epigenetic, and proteomic variation between single cells separately and in combination. This rapidly evolving field has the potential to transform our understanding of the fundamental biology of pediatric ALL and guide the management of ALL patients to improve their clinical outcome. Here, we discuss the impact single-cell sequencing has had on our understanding of tumor heterogeneity and clonal evolution in ALL and provide examples of how single-cell technology can be integrated into the clinic to inform treatment decisions for children with high-risk disease.
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9
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Parriott G, Kee BL. E Protein Transcription Factors as Suppressors of T Lymphocyte Acute Lymphoblastic Leukemia. Front Immunol 2022; 13:885144. [PMID: 35514954 PMCID: PMC9065262 DOI: 10.3389/fimmu.2022.885144] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 03/23/2022] [Indexed: 11/13/2022] Open
Abstract
T Lymphocyte Acute Lymphoblastic Leukemia (ALL) is an aggressive disease arising from transformation of T lymphocytes during their development. The mutation spectrum of T-ALL has revealed critical regulators of the growth and differentiation of normal and leukemic T lymphocytes. Approximately, 60% of T-ALLs show aberrant expression of the hematopoietic stem cell-associated helix-loop-helix transcription factors TAL1 and LYL1. TAL1 and LYL1 function in multiprotein complexes that regulate gene expression in T-ALL but they also antagonize the function of the E protein homodimers that are critical regulators of T cell development. Mice lacking E2A, or ectopically expressing TAL1, LYL1, or other inhibitors of E protein function in T cell progenitors, also succumb to an aggressive T-ALL-like disease highlighting that E proteins promote T cell development and suppress leukemogenesis. In this review, we discuss the role of E2A in T cell development and how alterations in E protein function underlie leukemogenesis. We focus on the role of TAL1 and LYL1 and the genes that are dysregulated in E2a-/- T cell progenitors that contribute to human T-ALL. These studies reveal novel mechanisms of transformation and provide insights into potential therapeutic targets for intervention in this disease.
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Affiliation(s)
- Geoffrey Parriott
- Committee on Immunology, University of Chicago, Chicago, IL, United States
| | - Barbara L Kee
- Committee on Immunology, University of Chicago, Chicago, IL, United States.,Committee on Cancer Biology, University of Chicago, Chicago, IL, United States.,Department of Pathology, University of Chicago, Chicago, IL, United States
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10
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Cordo’ V, Meijer MT, Hagelaar R, de Goeij-de Haas RR, Poort VM, Henneman AA, Piersma SR, Pham TV, Oshima K, Ferrando AA, Zaman GJR, Jimenez CR, Meijerink JPP. Phosphoproteomic profiling of T cell acute lymphoblastic leukemia reveals targetable kinases and combination treatment strategies. Nat Commun 2022; 13:1048. [PMID: 35217681 PMCID: PMC8881579 DOI: 10.1038/s41467-022-28682-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 01/26/2022] [Indexed: 01/05/2023] Open
Abstract
Protein kinase inhibitors are amongst the most successful cancer treatments, but targetable kinases activated by genomic abnormalities are rare in T cell acute lymphoblastic leukemia. Nevertheless, kinases can be activated in the absence of genetic defects. Thus, phosphoproteomics can provide information on pathway activation and signaling networks that offer opportunities for targeted therapy. Here, we describe a mass spectrometry-based global phosphoproteomic profiling of 11 T cell acute lymphoblastic leukemia cell lines to identify targetable kinases. We report a comprehensive dataset consisting of 21,000 phosphosites on 4,896 phosphoproteins, including 217 kinases. We identify active Src-family kinases signaling as well as active cyclin-dependent kinases. We validate putative targets for therapy ex vivo and identify potential combination treatments, such as the inhibition of the INSR/IGF-1R axis to increase the sensitivity to dasatinib treatment. Ex vivo validation of selected drug combinations using patient-derived xenografts provides a proof-of-concept for phosphoproteomics-guided design of personalized treatments.
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Affiliation(s)
- Valentina Cordo’
- grid.487647.ePrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Mariska T. Meijer
- grid.487647.ePrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Rico Hagelaar
- grid.487647.ePrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Richard R. de Goeij-de Haas
- grid.12380.380000 0004 1754 9227OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands ,grid.12380.380000 0004 1754 9227Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands
| | - Vera M. Poort
- grid.487647.ePrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Alex A. Henneman
- grid.12380.380000 0004 1754 9227OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands ,grid.12380.380000 0004 1754 9227Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands
| | - Sander R. Piersma
- grid.12380.380000 0004 1754 9227OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands ,grid.12380.380000 0004 1754 9227Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands
| | - Thang V. Pham
- grid.12380.380000 0004 1754 9227OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands ,grid.12380.380000 0004 1754 9227Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands
| | - Koichi Oshima
- grid.239585.00000 0001 2285 2675Institute for Cancer Genetics, Columbia University Medical Center, New York, NY USA
| | - Adolfo A. Ferrando
- grid.239585.00000 0001 2285 2675Institute for Cancer Genetics, Columbia University Medical Center, New York, NY USA
| | | | - Connie R. Jimenez
- grid.12380.380000 0004 1754 9227OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands ,grid.12380.380000 0004 1754 9227Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, VU University, Amsterdam, The Netherlands
| | - Jules P. P. Meijerink
- grid.487647.ePrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands ,Present Address: Acerta Pharma (member of the AstraZeneca group), Oss, The Netherlands
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11
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Piya S, Yang Y, Bhattacharya S, Sharma P, Ma H, Mu H, He H, Ruvolo V, Baran N, Davis RE, Jain AK, Konopleava M, Kantarjian H, Andreeff M, You MJ, Borthakur G. Targeting the NOTCH1-MYC-CD44 axis in leukemia-initiating cells in T-ALL. Leukemia 2022; 36:1261-1273. [PMID: 35173274 PMCID: PMC9061299 DOI: 10.1038/s41375-022-01516-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 01/04/2022] [Accepted: 01/27/2022] [Indexed: 12/14/2022]
Abstract
The NOTCH1-MYC-CD44 axis integrates cell-intrinsic and extrinsic signaling to ensure the persistence of leukemia-initiating cells (LICs) in T-cell acute lymphoblastic leukemia (T-ALL) but a common pathway to target this circuit is poorly defined. Bromodomain-containing protein 4 (BRD4) is implicated to have a role in the transcriptional regulation of oncogenes MYC and targets downstream of NOTCH1, and here we demonstrate its role in transcriptional regulation of CD44. Hence, targeting BRD4 will dismantle the NOTCH1-MYC-CD44 axis. As a proof of concept, degrading BRD4 with proteolysis targeting chimera (PROTAC) ARV-825, prolonged the survival of mice in Notch1 mutated patient-derived xenograft (PDX) and genetic models (ΔPTEN) of T-ALL. Single-cell proteomics analysis from the PDX model, demonstrated quantitative reduction of LICs (CD34+ CD7+ CD19−) and downregulation of the NOTCH1-MYC-CD44 axis, along with cell cycle, apoptosis and PI3K/Akt pathways. Moreover, secondary transplantation from PDX and ΔPTEN models of T-ALL, confirmed delayed leukemia development and extended survival of mice engrafted with T-ALL from ARV-825 treated mice, providing functional confirmation of depletion of LICs. Hence, BRD4 degradation is a promising LIC-targeting therapy for T-ALL.
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Affiliation(s)
- Sujan Piya
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA.
| | - Yaling Yang
- Department of Hematopathology, Unit 72, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Seemana Bhattacharya
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Priyanka Sharma
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Huaxian Ma
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Hong Mu
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Hua He
- Department of Hematopathology, Unit 72, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Vivian Ruvolo
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Natalia Baran
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - R Eric Davis
- Department of Lymphoma/Myeloma, Unit 903, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Abhinav K Jain
- Department of Epigenetics & Molecular Carcinogenesis, Center for Cancer Epigenetics, Unit 1000, The University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, 77030, USA
| | - Marina Konopleava
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Hagop Kantarjian
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Michael Andreeff
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - M James You
- Department of Hematopathology, Unit 72, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA.
| | - Gautam Borthakur
- Department of Leukemia, Unit 428, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA.
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12
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Li J, Yu N, Li X, Cui M, Guo Q. The Single-Cell Sequencing: A Dazzling Light Shining on the Dark Corner of Cancer. Front Oncol 2021; 11:759894. [PMID: 34745998 PMCID: PMC8566994 DOI: 10.3389/fonc.2021.759894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 09/30/2021] [Indexed: 11/30/2022] Open
Abstract
Tumorigenesis refers to the process of clonal dysplasia that occurs due to the collapse of normal growth regulation in cells caused by the action of various carcinogenic factors. These “successful” tumor cells pass on the genetic templates to their generations in evolutionary terms, but they also constantly adapt to ever-changing host environments. A unique peculiarity known as intratumor heterogeneity (ITH) is extensively involved in tumor development, metastasis, chemoresistance, and immune escape. An understanding of ITH is urgently required to identify the diversity and complexity of the tumor microenvironment (TME), but achieving this understanding has been a challenge. Single-cell sequencing (SCS) is a powerful tool that can gauge the distribution of genomic sequences in a single cell and the genetic variability among tumor cells, which can improve the understanding of ITH. SCS provides fundamental ideas about existing diversity in specific TMEs, thus improving cancer diagnosis and prognosis prediction, as well as improving the monitoring of therapeutic response. Herein, we will discuss advances in SCS and review SCS application in tumors based on current evidence.
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Affiliation(s)
- Jing Li
- Department of Clinical Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Nan Yu
- Department of Pharmacy, Qingdao Eighth People's Hospital, Qingdao, China
| | - Xin Li
- Department of Clinical Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Mengna Cui
- Department of Clinical Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Qie Guo
- Department of Clinical Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, China
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13
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Patra N, Singh M, Sharma P, Trehan A, Naseem S, Bansal D, Bhatia P. Clinico-Hematological Profile and Copy Number Abnormalities in a Cohort of STIL-TAL1 and NUP214-ABL1 Positive Pediatric T-Cell Acute Lymphoblastic Leukemia. Indian J Hematol Blood Transfus 2021; 37:555-562. [PMID: 34744339 PMCID: PMC8523619 DOI: 10.1007/s12288-020-01394-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 12/07/2020] [Indexed: 10/22/2022] Open
Abstract
T cell acute lymphoblastic leukaemia (T-ALL) is a genetically heterogeneous and aggressive form of malignancy. Although a number of recurrent fusion genes are reported in T-ALL, their involvement in disease stratification and therapeutic intervention is still controversial. Considering the prognostic value of STIL-TAL1 fusion and tyrosine kinase inhibitor (TKI) based therapeutic potential of NUP214-ABL1, the present study aimed to investigate their frequency and clinical correlation in pediatric T-ALL cases. Our cohort consisted of 48 T-ALL pediatric cases (age ≤ 12 years) with a median age of 6 years and male to female ratio of 20.5:1. The median TLC of the study group was noted to be 220,000/ cu mm with a range from 26,810/cu mm to 785,430/cu mm. By MLPA and RT-PCR analysis we observed that 11/48 cases (23%) showed STIL-TAL1 fusion and 4/48 cases (8.3%) had NUP214-ABL1 fusion gene. Both of the fusion genes did not show any significant correlation with any of the clinico-hematological or treatment outcome parameters. However, upon analysis of copy number variations (CNVs) with other clinically relevant genes, we found significant correlation between LEF1 (p = 0.024) and PTEN (p = 0.049) gene deletions with STIL/TAL1 fusion in T-ALL patients. NUP214-ABL1 fusion gene did not reveal any association with either CNVs or with survival. Although limited with the small cohort size and follow up, our study supports the similar frequency of these fusions as compared to other Asian and Western studies and also highlights utility of MLPA technique as a good diagnostic modality to screen for both STIL-TAL1 and NUP214-ABL1 fusions in a single assay with additional data on secondary copy number changes.
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Affiliation(s)
- Nilamani Patra
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Minu Singh
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pankaj Sharma
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Amita Trehan
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Shano Naseem
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Deepak Bansal
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Prateek Bhatia
- Pediatric Hematology Oncology Unit, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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14
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Pradhan T, Kumar V, Surya H E, Krishna R, John S, Jissa VT, Anjana S, Chandramohan K, Nair SA. STIL Endows Oncogenic and Stem-Like Attributes to Colorectal Cancer Plausibly by Shh and Wnt Signaling. Front Oncol 2021; 11:581671. [PMID: 34485108 PMCID: PMC8416176 DOI: 10.3389/fonc.2021.581671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 07/21/2021] [Indexed: 11/28/2022] Open
Abstract
The discovery of a potent gene regulating tumorigenesis and drug resistance is of high clinical importance. STIL is an oncogene; however, its molecular associations and role in colorectal oncogenesis are unknown. In this study, we have explored the role of STIL gene in tumorigenesis and studied its molecular targets in colorectal cancer (CRC). STIL silencing reduced proliferation and tumor growth in CRC. Further, STIL was found to regulate stemness markers CD133 and CD44 and drug resistant markers thymidylate synthase, ABCB1, and ABCG2 both in in-vitro and in-vivo CRC models. In addition, high expression of STIL mRNA was found to be associated with reduced disease-free survival in CRC cases. Interestingly, we observed that STIL-mediated regulation of stemness and drug resistant genes is not exclusively governed by Sonic hedgehog (Shh) signaling. Remarkably, we found STIL regulate β-catenin levels through p-AKT, independent of Shh pathway. This partially answers Shh independent regulatory mechanism of cancer stem cell (CSC) markers by STIL. Our study suggests an instrumental role of STIL in molecular manifestation of CRC and progression.
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Affiliation(s)
- Tapas Pradhan
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Vikas Kumar
- Cardiovascular Diseases & Diabetes Biology, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Evangeline Surya H
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - R Krishna
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Samu John
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - V T Jissa
- Achutha Menon Centre for Health Science Studies (AMCHSS), Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
| | - S Anjana
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - K Chandramohan
- Department of Surgical Oncology, Regional Cancer Centre, Trivandrum, India
| | - S Asha Nair
- Cancer Research Program 4, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
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15
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Single-cell DNA amplicon sequencing reveals clonal heterogeneity and evolution in T-cell acute lymphoblastic leukemia. Blood 2021; 137:801-811. [PMID: 32812017 DOI: 10.1182/blood.2020006996] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 07/28/2020] [Indexed: 01/27/2023] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive leukemia that is most frequent in children and is characterized by the presence of few chromosomal rearrangements and 10 to 20 somatic mutations in protein-coding regions at diagnosis. The majority of T-ALL cases harbor activating mutations in NOTCH1 together with mutations in genes implicated in kinase signaling, transcriptional regulation, or protein translation. To obtain more insight in the level of clonal heterogeneity at diagnosis and during treatment, we used single-cell targeted DNA sequencing with the Tapestri platform. We designed a custom ALL panel and obtained accurate single-nucleotide variant and small insertion-deletion mutation calling for 305 amplicons covering 110 genes in about 4400 cells per sample and time point. A total of 108 188 cells were analyzed for 25 samples of 8 T-ALL patients. We typically observed a major clone at diagnosis (>35% of the cells) accompanied by several minor clones of which some were less than 1% of the total number of cells. Four patients had >2 NOTCH1 mutations, some of which present in minor clones, indicating a strong pressure to acquire NOTCH1 mutations in developing T-ALL cells. By analyzing longitudinal samples, we detected the presence and clonal nature of residual leukemic cells and clones with a minor presence at diagnosis that evolved to clinically relevant major clones at later disease stages. Therefore, single-cell DNA amplicon sequencing is a sensitive assay to detect clonal architecture and evolution in T-ALL.
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16
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Unraveling a T-ALL Tapestri. Blood 2021; 137:726-727. [PMID: 33570608 DOI: 10.1182/blood.2020008467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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17
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Rolf N, Liu LYT, Tsang A, Lange PF, Lim CJ, Maxwell CA, Vercauteren SM, Reid GSD. A cross-standardized flow cytometry platform to assess phenotypic stability in precursor B-cell acute lymphoblastic leukemia (B-ALL) xenografts. Cytometry A 2021; 101:57-71. [PMID: 34128309 PMCID: PMC9292200 DOI: 10.1002/cyto.a.24473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/07/2021] [Accepted: 06/10/2021] [Indexed: 11/17/2022]
Abstract
With the continued poor outcome of relapsed acute lymphoblastic leukemia (ALL), new patient‐specific approaches for disease progression monitoring and therapeutic intervention are urgently needed. Patient‐derived xenografts (PDX) of primary ALL in immune‐deficient mice have become a powerful tool for studying leukemia biology and therapy response. In PDX mice, the immunophenotype of the patient's leukemia is commonly believed to be stably propagated. In patients, however, the surface marker expression profile of the leukemic population often displays poorly understood immunophenotypic shifts during chemotherapy and ALL progression. We therefore developed a translational flow cytometry platform to study whether the patient‐specific immunophenotype is faithfully recapitulated in PDX mice. To enable valid assessment of immunophenotypic stability and subpopulation complexity of the patient's leukemia after xenotransplantation, we comprehensively immunophenotyped diagnostic B‐ALL from children and their matched PDX using identical, clinically standardized flow protocols and instrument settings. This cross‐standardized approach ensured longitudinal stability and cross‐platform comparability of marker expression intensity at high phenotyping depth. This analysis revealed readily detectable changes to the patient leukemia‐associated immunophenotype (LAIP) after xenotransplantation. To further investigate the mechanism underlying these complex immunophenotypic shifts, we applied an integrated analytical approach that combined clinical phenotyping depth and high analytical sensitivity with unbiased high‐dimensional algorithm‐based analysis. This high‐resolution analysis revealed that xenotransplantation achieves patient‐specific propagation of phenotypically stable B‐ALL subpopulations and that the immunophenotypic shifts observed at the level of bulk leukemia were consistent with changes in underlying subpopulation abundance. By incorporating the immunophenotypic complexity of leukemic populations, this novel cross‐standardized analytical platform could greatly expand the utility of PDX for investigating ALL progression biology and assessing therapies directed at eliminating relapse‐driving leukemic subpopulations.
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Affiliation(s)
- Nina Rolf
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lorraine Y T Liu
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Angela Tsang
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Philipp F Lange
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chinten James Lim
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Christopher A Maxwell
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Suzanne M Vercauteren
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Gregor S D Reid
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
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18
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Mansur MB, Furness CL, Nakjang S, Enshaei A, Alpar D, Colman SM, Minto L, Irving J, Poole BV, Noronha EP, Savola S, Iqbal S, Gribben J, Pombo-de-Oliveira MS, Ford TM, Greaves MF, van Delft FW. The genomic landscape of teenage and young adult T-cell acute lymphoblastic leukemia. Cancer Med 2021; 10:4864-4873. [PMID: 34080325 PMCID: PMC8290240 DOI: 10.1002/cam4.4024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 04/09/2021] [Accepted: 05/11/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Treatment on risk adapted intensive pediatric protocols has improved outcome for teenagers and young adults (TYA) with T-cell acute lymphoblastic leukemia (T-ALL). Understanding the biology of disease in this age group and the genetic basis of relapse is a key goal as patients with relapsed/refractory disease have poor outcomes with conventional chemotherapy and novel molecular targets are required. This study examines the question of whether TYA T-ALL has a specific biological-molecular profile distinct from pediatric or adult T-ALL. METHODS Genomic characterization was undertaken of a retrospective discovery cohort of 80 patients aged 15-26 years with primary or relapsed T-ALL, using a combination of Genome-Wide Human SNP Array 6.0, targeted gene mutation and promoter methylation analyses. Findings were confirmed by MLPA, real-time quantitative PCR, and FISH. Whole Exome Sequencing was performed in 4 patients with matched presentation and relapse to model clonal evolution. A prevalence analysis was performed on a final data set of 1,792 individual cases to identify genetic lesions with age specific frequency patterns, including 972 pediatric (1-14 years), 439 TYA (15-24 years) and 381 adult (≥25 years) cases. These cases were extracted from 19 publications with comparable genomic data identified through a PubMed search. RESULTS Genomic characterization of this large cohort of TYA T-ALL patients identified recurrent isochromosome 7q i(7q) in our discovery cohort (n = 3). Prevalence analysis did not identify any age specific genetic abnormalities. Genomic analysis of 6 pairs of matched presentation - relapsed T-ALL established that all relapses were clonally related to the initial leukemia. Whole exome sequencing analysis revealed recurrent, targetable, mutations disrupting NOTCH, PI3K/AKT/mTOR, FLT3, NRAS as well as drug metabolism pathways. CONCLUSIONS All genetic aberrations in TYA T-ALL occurred with an incidence similar or intermediate to that reported in the pediatric and adult literature, demonstrating that overall TYA T-ALL exhibits a transitional genomic profile. Analysis of matched presentation - relapse supported the hypothesis that relapse is driven by the Darwinian evolution of sub-clones associated with drug resistance (NT5C2 and TP53 mutations) and re-iterative mutation of known key T-ALL drivers, including NOTCH1.
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Affiliation(s)
- Marcela B Mansur
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.,Paediatric Haematology-Oncology Program, Research Centre, Instituto Nacional de Câncer, Rio de Janeiro, Brazil.,Division of Clinical Research, Research Centre, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | - Caroline L Furness
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Sirintra Nakjang
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK.,Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Amir Enshaei
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Donat Alpar
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.,HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Sue M Colman
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Lynne Minto
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Julie Irving
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Beth V Poole
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Elda P Noronha
- Paediatric Haematology-Oncology Program, Research Centre, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | - Suvi Savola
- Oncogenetics, MRC-Holland, Amsterdam, The Netherlands
| | - Sameena Iqbal
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - John Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Maria S Pombo-de-Oliveira
- Paediatric Haematology-Oncology Program, Research Centre, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | - Tony M Ford
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Mel F Greaves
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Frederik W van Delft
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.,Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
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19
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Uzozie AC, Ergin EK, Rolf N, Tsui J, Lorentzian A, Weng SSH, Nierves L, Smith TG, Lim CJ, Maxwell CA, Reid GSD, Lange PF. PDX models reflect the proteome landscape of pediatric acute lymphoblastic leukemia but divert in select pathways. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2021; 40:96. [PMID: 33722259 PMCID: PMC7958471 DOI: 10.1186/s13046-021-01835-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 01/10/2021] [Indexed: 12/22/2022]
Abstract
Background Murine xenografts of pediatric leukemia accurately recapitulate genomic aberrations. How this translates to the functional capacity of cells remains unclear. Here, we studied global protein abundance, phosphorylation, and protein maturation by proteolytic processing in 11 pediatric B- and T- cell ALL patients and 19 corresponding xenografts. Methods Xenograft models were generated for each pediatric patient leukemia. Mass spectrometry-based methods were used to investigate global protein abundance, protein phosphorylation, and limited proteolysis in paired patient and xenografted pediatric acute B- and T- cell lymphocytic leukemia, as well as in pediatric leukemia cell lines. Targeted next-generation sequencing was utilized to examine genetic abnormalities in patients and in corresponding xenografts. Bioinformatic and statistical analysis were performed to identify functional mechanisms associated with proteins and protein post-translational modifications. Results Overall, we found xenograft proteomes to be most equivalent with their patient of origin. Protein level differences that stratified disease subtypes at diagnostic and relapse stages were largely recapitulated in xenografts. As expected, PDXs lacked multiple human leukocyte antigens and complement proteins. We found increased expression of cell cycle proteins indicating a high proliferative capacity of xenografted cells. Structural genomic changes and mutations were reflected at the protein level in patients. In contrast, the post-translational modification landscape was shaped by leukemia type and host and only to a limited degree by the patient of origin. Of 201 known pediatric oncogenic drivers and drug-targetable proteins, the KMT2 protein family showed consistently high variability between patient and corresponding xenografts. Comprehensive N terminomics revealed deregulated proteolytic processing in leukemic cells, in particular from caspase-driven cleavages found in patient cells. Conclusion Genomic and host factors shape protein and post-translational modification landscapes differently. This study highlights select areas of diverging biology while confirming murine patient-derived xenografts as a generally accurate model system. Supplementary Information The online version contains supplementary material available at 10.1186/s13046-021-01835-8.
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Affiliation(s)
- Anuli C Uzozie
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada.,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada
| | - Enes K Ergin
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada.,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada
| | - Nina Rolf
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Janice Tsui
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada.,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada
| | - Amanda Lorentzian
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Samuel S H Weng
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada
| | - Lorenz Nierves
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada.,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada
| | - Theodore G Smith
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada.,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada
| | - C James Lim
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Christopher A Maxwell
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Gregor S D Reid
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Philipp F Lange
- Department of Pathology, University of British Columbia, Vancouver, BC, Canada. .,Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada. .,Department of Molecular Oncology, BC Cancer Research Centre, Vancouver, BC, Canada.
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20
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Barwe SP, Gopalakrisnapillai A, Mahajan N, Druley TE, Kolb EA, Crowgey EL. Strong concordance between RNA structural and single nucleotide variants identified via next generation sequencing techniques in primary pediatric leukemia and patient-derived xenograft samples. Genomics Inform 2020; 18:e6. [PMID: 32224839 PMCID: PMC7120351 DOI: 10.5808/gi.2020.18.1.e6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 02/27/2020] [Accepted: 02/27/2020] [Indexed: 02/07/2023] Open
Abstract
Acute leukemia represents the most common pediatric malignancy comprising diverse subtypes with varying prognosis and treatment outcomes. New and targeted treatment options are warranted for this disease. Patient-derived xenograft (PDX) models are increasingly being used for preclinical testing of novel treatment modalities. A novel approach involving targeted error-corrected RNA sequencing using ArcherDX HemeV2 kit was employed to compare 25 primary pediatric acute leukemia samples and their corresponding PDX samples. A comparison of the primary samples and PDX samples revealed a high concordance between single nucleotide variants and gene fusions whereas other complex structural variants were not as consistent. The presence of gene fusions representing the major driver mutations at similar allelic frequencies in PDX samples compared to primary samples and over multiple passages confirms the utility of PDX models for preclinical drug testing. Characterization and tracking of these novel cryptic fusions and exonal variants in PDX models is critical in assessing response to potential new therapies.
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Affiliation(s)
- Sonali P. Barwe
- Alfred I. duPont Hospital for Children, Wilmington, DE 19803, USA
| | | | - Nitin Mahajan
- Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Todd E. Druley
- Washington University School of Medicine, St. Louis, MO 63110, USA
| | - E. Anders Kolb
- Alfred I. duPont Hospital for Children, Wilmington, DE 19803, USA
| | - Erin L. Crowgey
- Alfred I. duPont Hospital for Children, Wilmington, DE 19803, USA
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21
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Martelli AM, Paganelli F, Fazio A, Bazzichetto C, Conciatori F, McCubrey JA. The Key Roles of PTEN in T-Cell Acute Lymphoblastic Leukemia Development, Progression, and Therapeutic Response. Cancers (Basel) 2019; 11:cancers11050629. [PMID: 31064074 PMCID: PMC6562458 DOI: 10.3390/cancers11050629] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 04/16/2019] [Accepted: 05/04/2019] [Indexed: 02/07/2023] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive blood cancer that comprises 10–15% of pediatric and ~25% of adult ALL cases. Although the curative rates have significantly improved over the past 10 years, especially in pediatric patients, T-ALL remains a challenge from a therapeutic point of view, due to the high number of early relapses that are for the most part resistant to further treatment. Considerable advances in the understanding of the genes, signaling networks, and mechanisms that play crucial roles in the pathobiology of T-ALL have led to the identification of the key drivers of the disease, thereby paving the way for new therapeutic approaches. PTEN is critical to prevent the malignant transformation of T-cells. However, its expression and functions are altered in human T-ALL. PTEN is frequently deleted or mutated, while PTEN protein is often phosphorylated and functionally inactivated by casein kinase 2. Different murine knockout models recapitulating the development of T-ALL have demonstrated that PTEN abnormalities are at the hub of an intricate oncogenic network sustaining and driving leukemia development by activating several signaling cascades associated with drug-resistance and poor outcome. These aspects and their possible therapeutic implications are highlighted in this review.
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Affiliation(s)
- Alberto M Martelli
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy.
| | - Francesca Paganelli
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy.
| | - Antonietta Fazio
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy.
| | - Chiara Bazzichetto
- Medical Oncology 1, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy.
| | - Fabiana Conciatori
- Medical Oncology 1, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy.
| | - James A McCubrey
- Department of Microbiology & Immunology, Brody School of Medicine, East Carolina University, Greenville, NC 27834, USA.
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22
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Single-cell analysis identifies CRLF2 rearrangements as both early and late events in Down syndrome and non-Down syndrome acute lymphoblastic leukaemia. Leukemia 2018; 33:893-904. [PMID: 30487598 PMCID: PMC6398588 DOI: 10.1038/s41375-018-0297-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 09/19/2018] [Accepted: 09/24/2018] [Indexed: 12/23/2022]
Abstract
Deregulated expression of the type I cytokine receptor, CRLF2, is observed in 5-15% of precursor B-cell acute lymphoblastic leukaemia (B-ALL). We have previously reported the genomic landscape of patients with CRLF2 rearrangements (CRLF2-r) using both whole genome and exome sequencing, which identified a number of potential clonal and sub-clonal genomic alterations. In this study, we aimed to assess when the CRLF2-r; IGH-CRLF2 or P2RY8-CRLF2, arose during the evolution of both Down syndrome-ALL (DS-ALL) and non-DS-ALL. Using fluorescence in situ hybridisation, we were able to track up to four structural variants in single cells from 47 CRLF2-r B-ALL patients, which in association with our multiplex single cell analysis of a further four patients, permitted simultaneous tracking of copy number alterations, structural and single nucleotide variants within individual cells. We observed CRLF2-r arising as both early and late events in DS and non-DS-ALL patients. Parallel evolution of discrete clones was observed in the development of CRLF2-r B-ALL, either involving the CRLF2-r or one of the other tracked abnormalities. In depth single cell analysis identified both linear and branching evolution with early clones harbouring a multitude of abnormalities, including the CRLF2-r in DS-ALL patients.
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Ramos KN, Ramos IN, Zeng Y, Ramos KS. Genetics and epigenetics of pediatric leukemia in the era of precision medicine. F1000Res 2018; 7. [PMID: 30079227 PMCID: PMC6053694 DOI: 10.12688/f1000research.14634.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/11/2018] [Indexed: 01/06/2023] Open
Abstract
Pediatric leukemia represents a heterogeneous group of diseases characterized by germline and somatic mutations that manifest within the context of disturbances in the epigenetic machinery and genetic regulation. Advances in genomic medicine have allowed finer resolution of genetic and epigenetic strategies that can be effectively used to risk-stratify patients and identify novel targets for therapy. This review discusses the genetic and epigenetic mechanisms of leukemogenesis, particularly as it relates to acute lymphocytic leukemias, the mechanisms of epigenetic control of leukemogenesis, namely DNA methylation, histone modifications, microRNAs, and LINE-1 retroelements, and highlights opportunities for precision medicine therapeutics in further guiding disease management. Future efforts to broaden the integration of advances in genomic and epigenomic science into the practice of pediatric oncology will not only identify novel therapeutic strategies to improve clinical outcomes but also improve the quality of life for this unique patient population. Recent findings in precision therapeutics of acute lymphocytic leukemias over the past three years, along with some provocative areas of epigenetics research, are reviewed here.
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Affiliation(s)
- Kristie N Ramos
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona College of Medicine-Tucson, Tucson, USA
| | - Irma N Ramos
- Department of Promotion Health Sciences, University of Arizona Mel and Enid Zucherman College of Public Health, Tucson, USA
| | - Yi Zeng
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Arizona College of Medicine-Tucson, Tucson, USA.,University of Arizona Cancer Center, Tucson, USA
| | - Kenneth S Ramos
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona College of Medicine-Tucson, Tucson, USA.,University of Arizona Cancer Center, Tucson, USA.,Department of Medicine, Division of Clinical Support and Data Analytics, University of Arizona College of Medicine-Phoenix, Phoenix, USA
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