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Demajo S, Ramis-Zaldivar JE, Muiños F, Grau ML, Andrianova M, López-Bigas N, González-Pérez A. Identification of Clonal Hematopoiesis Driver Mutations through In Silico Saturation Mutagenesis. Cancer Discov 2024; 14:1717-1731. [PMID: 38722595 PMCID: PMC11372364 DOI: 10.1158/2159-8290.cd-23-1416] [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: 11/28/2023] [Revised: 03/05/2024] [Accepted: 05/07/2024] [Indexed: 05/21/2024]
Abstract
Clonal hematopoiesis (CH) is a phenomenon of clonal expansion of hematopoietic stem cells driven by somatic mutations affecting certain genes. Recently, CH has been linked to the development of hematologic malignancies, cardiovascular diseases, and other conditions. Although the most frequently mutated CH driver genes have been identified, a systematic landscape of the mutations capable of initiating this phenomenon is still lacking. In this study, we trained machine learning models for 12 of the most recurrent CH genes to identify their driver mutations. These models outperform expert-curated rules based on prior knowledge of the function of these genes. Moreover, their application to identify CH driver mutations across almost half a million donors of the UK Biobank reproduces known associations between CH driver mutations and age, and the prevalence of several diseases and conditions. We thus propose that these models support the accurate identification of CH across healthy individuals. Significance: We developed and validated gene-specific machine learning models to identify CH driver mutations, showing their advantage with respect to expert-curated rules. These models can support the identification and clinical interpretation of CH mutations in newly sequenced individuals. See related commentary by Arends and Jaiswal, p. 1581.
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Affiliation(s)
- Santiago Demajo
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Joan E Ramis-Zaldivar
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Ferran Muiños
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Miguel L Grau
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Maria Andrianova
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Núria López-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- University Pompeu Fabra, Barcelona, Spain
| | - Abel González-Pérez
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- University Pompeu Fabra, Barcelona, Spain
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2
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Lee K, Dissanayake W, MacLiesh M, Hong CL, Yin Z, Kawano Y, Kaszuba CM, Kawano H, Quarato ER, Marples B, Becker M, Bajaj J, Calvi LM, Yeh SCA. Ultralow-dose irradiation enables engraftment and intravital tracking of disease initiating niches in clonal hematopoiesis. Sci Rep 2024; 14:20486. [PMID: 39227700 PMCID: PMC11372138 DOI: 10.1038/s41598-024-71307-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 08/27/2024] [Indexed: 09/05/2024] Open
Abstract
Recent advances in imaging suggested that spatial organization of hematopoietic cells in their bone marrow microenvironment (niche) regulates cell expansion, governing progression, and leukemic transformation of hematological clonal disorders. However, our ability to interrogate the niche in pre-malignant conditions has been limited, as standard murine models of these diseases rely largely on transplantation of the mutant clones into conditioned mice where the marrow microenvironment is compromised. Here, we leveraged live-animal microscopy and ultralow dose whole body or focal irradiation to capture single cells and early expansion of benign/pre-malignant clones in the functionally preserved microenvironment. 0.5 Gy whole body irradiation (WBI) allowed steady engraftment of cells beyond 30 weeks compared to non-conditioned controls. In-vivo tracking and functional analyses of the microenvironment showed no change in vessel integrity, cell viability, and HSC-supportive functions of the stromal cells, suggesting minimal inflammation after the radiation insult. The approach enabled in vivo imaging of Tet2+/- and its healthy counterpart, showing preferential localization within a shared microenvironment while forming discrete micro-niches. Notably, stationary association with the niche only occurred in a subset of cells and would not be identified without live imaging. This strategy may be broadly applied to study clonal disorders in a spatial context.
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Affiliation(s)
- Kevin Lee
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA
| | - Wimeth Dissanayake
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA
- Department of Biology, University of Rochester, Rochester, NY, USA
| | - Melissa MacLiesh
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA
- Department of Biology, University of Rochester, Rochester, NY, USA
| | - Cih-Li Hong
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA
- Department of Physiology/Pharmacology, University of Rochester Medical Center, Rochester, NY, USA
| | - Zi Yin
- Institute of Optics, University of Rochester, Rochester, NY, USA
| | - Yuko Kawano
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Christina M Kaszuba
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Hiroki Kawano
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Emily R Quarato
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
- Department of Toxicology, University of Rochester Medical Center, Rochester, NY, USA
| | - Brian Marples
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, NY, USA
| | - Michael Becker
- Department of Medicine, Indiana University, Indianapolis, IN, USA
| | - Jeevisha Bajaj
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
- Department of Biomedical Genetics, University of Rochester Medical Center, Rochester, NY, USA
| | - Laura M Calvi
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Shu-Chi A Yeh
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA.
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, 14623, USA.
- Department of Physiology/Pharmacology, University of Rochester Medical Center, Rochester, NY, USA.
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA.
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3
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Yalcinkaya M, Tall AR. Genetic and epigenetic regulation of inflammasomes: Role in atherosclerosis. Atherosclerosis 2024; 396:118541. [PMID: 39111028 PMCID: PMC11374466 DOI: 10.1016/j.atherosclerosis.2024.118541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/05/2024] [Accepted: 07/10/2024] [Indexed: 09/06/2024]
Abstract
The cardiovascular complications of atherosclerosis are thought to arise from an inflammatory response to the accumulation of cholesterol-rich lipoproteins in the arterial wall. The positive outcome of CANTOS (Canakinumab Anti-inflammatory Thrombosis Outcome Study) provided key evidence to support this concept and suggested that inflammasomes and IL-1β are important inflammatory mediators in human atherosclerotic cardiovascular diseases (ACVD). In specific settings NLRP3 or AIM2 inflammasomes can induce inflammatory responses in the arterial wall and promote the formation of unstable atherosclerotic plaques. Clonal hematopoiesis (CH) has recently emerged as a major independent risk factor for ACVD. CH mutations arise during ageing and commonly involves variants in genes mediating epigenetic modifications (TET2, DNMT3A, ASXL1) or cytokine signaling (JAK2). Accumulating evidence points to the role of inflammasomes in the progression of CH-induced ACVD events and has shed light on the regulatory pathways and possible therapeutic approaches that specifically target inflammasomes in atherosclerosis. Epigenetic dynamics play a vital role in regulating the generation and activation of inflammasome components by causing changes in DNA methylation patterns and chromatin assembly. This review examines the genetic and epigenetic regulation of inflammasomes, the intersection of macrophage cholesterol accumulation with inflammasome activation and their roles in atherosclerosis. Understanding the involvement of inflammasomes in atherosclerosis pathogenesis may lead to customized treatments that reduce the burden of ACVD.
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Affiliation(s)
- Mustafa Yalcinkaya
- Division of Molecular Medicine, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA.
| | - Alan R Tall
- Division of Molecular Medicine, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA.
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4
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Anandakrishnan R, Shahidi R, Dai A, Antony V, Zyvoloski IJ. An approach for developing a blood-based screening panel for lung cancer based on clonal hematopoietic mutations. PLoS One 2024; 19:e0307232. [PMID: 39172974 PMCID: PMC11341013 DOI: 10.1371/journal.pone.0307232] [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: 05/01/2024] [Accepted: 07/01/2024] [Indexed: 08/24/2024] Open
Abstract
Early detection can significantly reduce mortality due to lung cancer. Presented here is an approach for developing a blood-based screening panel based on clonal hematopoietic mutations. Animal model studies suggest that clonal hematopoietic mutations in tumor infiltrating immune cells can modulate cancer progression, representing potential predictive biomarkers. The goal of this study was to determine if the clonal expansion of these mutations in blood samples could predict the occurrence of lung cancer. A set of 98 potentially pathogenic clonal hematopoietic mutations in tumor infiltrating immune cells were identified using sequencing data from lung cancer samples. These mutations were used as predictors to develop a logistic regression machine learning model. The model was tested on sequencing data from a separate set of 578 lung cancer and 545 non-cancer samples from 18 different cohorts. The logistic regression model correctly classified lung cancer and non-cancer blood samples with 94.12% sensitivity (95% Confidence Interval: 92.20-96.04%) and 85.96% specificity (95% Confidence Interval: 82.98-88.95%). Our results suggest that it may be possible to develop an accurate blood-based lung cancer screening panel using this approach. Unlike most other "liquid biopsies" currently under development, the approach presented here is based on standard sequencing protocols and uses a relatively small number of rationally selected mutations as predictors.
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Affiliation(s)
- Ramu Anandakrishnan
- Edward Via College of Osteopathic Medicine, Biomedical Sciences, Blacksburg, Virginia, United States of America
- Maryland-Virginia College of Veterinary Medicine, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Ryan Shahidi
- Edward Via College of Osteopathic Medicine, Biomedical Sciences, Blacksburg, Virginia, United States of America
| | - Andrew Dai
- Edward Via College of Osteopathic Medicine, Biomedical Sciences, Blacksburg, Virginia, United States of America
| | - Veneeth Antony
- Edward Via College of Osteopathic Medicine, Biomedical Sciences, Blacksburg, Virginia, United States of America
| | - Ian J. Zyvoloski
- University of Maryland, Baltimore, Maryland, United States of America
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5
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Shukla M, Abdul-Hay M, Choi JH. Molecular Features and Treatment Paradigms of Acute Myeloid Leukemia. Biomedicines 2024; 12:1768. [PMID: 39200232 PMCID: PMC11351617 DOI: 10.3390/biomedicines12081768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/26/2024] [Accepted: 07/31/2024] [Indexed: 09/02/2024] Open
Abstract
Acute myeloid leukemia (AML) is a common hematologic malignancy that is considered to be a disease of aging, and traditionally has been treated with induction chemotherapy, followed by consolidation chemotherapy and/or allogenic hematopoietic stem cell transplantation. More recently, with the use of next-generation sequencing and access to molecular information, targeted molecular approaches to the treatment of AML have been adopted. Molecular targeting is gaining prominence, as AML mostly afflicts the elderly population, who often cannot tolerate traditional chemotherapy. Understanding molecular changes at the gene level is also important for accurate disease classification, risk stratification, and prognosis, allowing for more personalized medicine. Some mutations are well studied and have an established gene-specific therapy, including FLT3 and IDH1/2, while others are being investigated in clinical trials. However, data on most known mutations in AML are still minimal and therapeutic studies are in pre-clinical stages, highlighting the importance of further research and elucidation of the pathophysiology involving these genes. In this review, we aim to highlight the key molecular alterations and chromosomal changes that characterize AML, with a focus on pathophysiology, presently available treatment approaches, and future therapeutic options.
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Affiliation(s)
| | | | - Jun H. Choi
- Department of Hematology and Medical Oncology, NYU Langone Health, Perlmutter Cancer Center, New York, NY 10016, USA; (M.S.)
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6
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Joshi P, Keyvani Chahi A, Liu L, Moreira S, Vujovic A, Hope KJ. RNA binding protein-directed control of leukemic stem cell evolution and function. Hemasphere 2024; 8:e116. [PMID: 39175825 PMCID: PMC11339706 DOI: 10.1002/hem3.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 05/06/2024] [Accepted: 05/26/2024] [Indexed: 08/24/2024] Open
Abstract
Strict control over hematopoietic stem cell decision making is essential for healthy life-long blood production and underpins the origins of hematopoietic diseases. Acute myeloid leukemia (AML) in particular is a devastating hematopoietic malignancy that arises from the clonal evolution of disease-initiating primitive cells which acquire compounding genetic changes over time and culminate in the generation of leukemic stem cells (LSCs). Understanding the molecular underpinnings of these driver cells throughout their development will be instrumental in the interception of leukemia, the enabling of effective treatment of pre-leukemic conditions, as well as the development of strategies to target frank AML disease. To this point, a number of precancerous myeloid disorders and age-related alterations are proving as instructive models to gain insights into the initiation of LSCs. Here, we explore this myeloid dysregulation at the level of post-transcriptional control, where RNA-binding proteins (RBPs) function as core effectors. Through regulating the interplay of a myriad of RNA metabolic processes, RBPs orchestrate transcript fates to govern gene expression in health and disease. We describe the expanding appreciation of the role of RBPs and their post-transcriptional networks in sustaining healthy hematopoiesis and their dysregulation in the pathogenesis of clonal myeloid disorders and AML, with a particular emphasis on findings described in human stem cells. Lastly, we discuss key breakthroughs that highlight RBPs and post-transcriptional control as actionable targets for precision therapy of AML.
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Affiliation(s)
- Pratik Joshi
- Department of Medical BiophysicsUniversity of TorontoTorontoCanada
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
| | - Ava Keyvani Chahi
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
| | - Lina Liu
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
| | - Steven Moreira
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
| | - Ana Vujovic
- Department of Medical BiophysicsUniversity of TorontoTorontoCanada
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
| | - Kristin J. Hope
- Department of Medical BiophysicsUniversity of TorontoTorontoCanada
- Princess Margaret Cancer CenterUniversity Health NetworkTorontoCanada
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7
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Mack TM, Raddatz MA, Pershad Y, Nachun DC, Taylor KD, Guo X, Shuldiner AR, O'Connell JR, Kenny EE, Loos RJF, Redline S, Cade BE, Psaty BM, Bis JC, Brody JA, Silverman EK, Yun JH, Cho MH, DeMeo DL, Levy D, Johnson AD, Mathias RA, Yanek LR, Heckbert SR, Smith NL, Wiggins KL, Raffield LM, Carson AP, Rotter JI, Rich SS, Manichaikul AW, Gu CC, Chen YDI, Lee WJ, Shoemaker MB, Roden DM, Kooperberg C, Auer PL, Desai P, Blackwell TW, Smith AV, Reiner AP, Jaiswal S, Weinstock JS, Bick AG. Epigenetic and proteomic signatures associate with clonal hematopoiesis expansion rate. NATURE AGING 2024; 4:1043-1052. [PMID: 38834882 DOI: 10.1038/s43587-024-00647-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 05/08/2024] [Indexed: 06/06/2024]
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP), whereby somatic mutations in hematopoietic stem cells confer a selective advantage and drive clonal expansion, not only correlates with age but also confers increased risk of morbidity and mortality. Here, we leverage genetically predicted traits to identify factors that determine CHIP clonal expansion rate. We used the passenger-approximated clonal expansion rate method to quantify the clonal expansion rate for 4,370 individuals in the National Heart, Lung, and Blood Institute (NHLBI) Trans-Omics for Precision Medicine (TOPMed) cohort and calculated polygenic risk scores for DNA methylation aging, inflammation-related measures and circulating protein levels. Clonal expansion rate was significantly associated with both genetically predicted and measured epigenetic clocks. No associations were identified with inflammation-related lab values or diseases and CHIP expansion rate overall. A proteome-wide search identified predicted circulating levels of myeloid zinc finger 1 and anti-Müllerian hormone as associated with an increased CHIP clonal expansion rate and tissue inhibitor of metalloproteinase 1 and glycine N-methyltransferase as associated with decreased CHIP clonal expansion rate. Together, our findings identify epigenetic and proteomic patterns associated with the rate of hematopoietic clonal expansion.
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Affiliation(s)
- Taralynn M Mack
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Michael A Raddatz
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, TN, USA
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yash Pershad
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Daniel C Nachun
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Kent D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Alan R Shuldiner
- Department of Medicine, University of Maryland, Baltimore, Baltimore, MD, USA
| | - Jeffrey R O'Connell
- Department of Medicine, University of Maryland, Baltimore, Baltimore, MD, USA
| | - Eimear E Kenny
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ruth J F Loos
- The Charles Bronfman Institute of Personalized Medicine, Mount Sinai Hospital, New York City, NY, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Susan Redline
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Brian E Cade
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Health Systems and Population Health, University of Washington, Seattle, WA, USA
| | - Joshua C Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Jennifer A Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Edwin K Silverman
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Jeong H Yun
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Michael H Cho
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Dawn L DeMeo
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Daniel Levy
- National Heart, Lung and Blood Institute, Population Sciences Branch, Framingham, MA, USA
| | - Andrew D Johnson
- National Heart, Lung and Blood Institute, Population Sciences Branch, Framingham, MA, USA
| | - Rasika A Mathias
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lisa R Yanek
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, USA
| | - Nicholas L Smith
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, USA
- Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA, USA
| | - Kerri L Wiggins
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Laura M Raffield
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - April P Carson
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Ani W Manichaikul
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - C Charles Gu
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Yii-Der Ida Chen
- Medical Genetics Translational Genomics and Population Sciences (TGPS), Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Wen-Jane Lee
- Department of Medical Research, Taichung Veterans General Hospital, Taichung City, Taiwan
| | - M Benjamin Shoemaker
- Division of Cardiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dan M Roden
- Departments of Medicine, Pharmacology, and Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Charles Kooperberg
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Paul L Auer
- Division of Biostatistics, Institute for Health and Equity, and Cancer Center, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Pinkal Desai
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, NY, USA
- Englander Institute of Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Thomas W Blackwell
- Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Albert V Smith
- Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Alexander P Reiner
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Joshua S Weinstock
- Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Alexander G Bick
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, TN, USA.
- Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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8
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Pendse S, Loeffler D. Decoding Clonal Hematopoiesis: Emerging Themes and Novel Mechanistic Insights. Cancers (Basel) 2024; 16:2634. [PMID: 39123361 PMCID: PMC11311828 DOI: 10.3390/cancers16152634] [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: 06/27/2024] [Revised: 07/22/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024] Open
Abstract
Clonal hematopoiesis (CH), the relative expansion of mutant clones, is derived from hematopoietic stem cells (HSCs) with acquired somatic or cytogenetic alterations that improve cellular fitness. Individuals with CH have a higher risk for hematological and non-hematological diseases, such as cardiovascular disease, and have an overall higher mortality rate. Originally thought to be restricted to a small fraction of elderly people, recent advances in single-cell sequencing and bioinformatics have revealed that CH with multiple expanded mutant clones is universal in the elderly population. Just a few years ago, phylogenetic reconstruction across the human lifespan and novel sensitive sequencing techniques showed that CH can start earlier in life, decades before it was thought possible. These studies also suggest that environmental factors acting through aberrant inflammation might be a common theme promoting clonal expansion and disease progression. However, numerous aspects of this phenomenon remain to be elucidated and the precise mechanisms, context-specific drivers, and pathways of clonal expansion remain to be established. Here, we review our current understanding of the cellular mechanisms driving CH and specifically focus on how pro-inflammatory factors affect normal and mutant HSC fates to promote clonal selection.
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Affiliation(s)
- Shalmali Pendse
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Comprehensive Cancer Center, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pathology & Laboratory Medicine, The University of Tennessee, Memphis, TN 37996, USA
| | - Dirk Loeffler
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Comprehensive Cancer Center, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Pathology & Laboratory Medicine, The University of Tennessee, Memphis, TN 37996, USA
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9
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Bertrums EJM, de Kanter JK, Derks LLM, Verheul M, Trabut L, van Roosmalen MJ, Hasle H, Antoniou E, Reinhardt D, Dworzak MN, Mühlegger N, van den Heuvel-Eibrink MM, Zwaan CM, Goemans BF, van Boxtel R. Selective pressures of platinum compounds shape the evolution of therapy-related myeloid neoplasms. Nat Commun 2024; 15:6025. [PMID: 39019934 PMCID: PMC11255340 DOI: 10.1038/s41467-024-50384-z] [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: 06/12/2023] [Accepted: 07/08/2024] [Indexed: 07/19/2024] Open
Abstract
Therapy-related myeloid neoplasms (t-MN) arise as a complication of chemo- and/or radiotherapy. Although t-MN can occur both in adult and childhood cancer survivors, the mechanisms driving therapy-related leukemogenesis likely vary across different ages. Chemotherapy is thought to induce driver mutations in children, whereas in adults pre-existing mutant clones are selected by the exposure. However, selective pressures induced by chemotherapy early in life are less well studied. Here, we use single-cell whole genome sequencing and phylogenetic inference to show that the founding cell of t-MN in children starts expanding after cessation of platinum exposure. In patients with Li-Fraumeni syndrome, characterized by a germline TP53 mutation, we find that the t-MN already expands during treatment, suggesting that platinum-induced growth inhibition is TP53-dependent. Our results demonstrate that germline aberrations can interact with treatment exposures in inducing t-MN, which is important for the development of more targeted, patient-specific treatment regimens and follow-up.
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Affiliation(s)
- Eline J M Bertrums
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Department of Pediatric Oncology/Hematology, Erasmus Medical Center - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Jurrian K de Kanter
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Lucca L M Derks
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Mark Verheul
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Laurianne Trabut
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Markus J van Roosmalen
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Henrik Hasle
- Department of Pediatrics, Aarhus University Hospital, Aarhus, Denmark
| | - Evangelia Antoniou
- Clinic of Pediatrics III, University Hospital of Essen, Essen, Germany
- AML-BFM Study Group, Essen, Germany
| | - Dirk Reinhardt
- Clinic of Pediatrics III, University Hospital of Essen, Essen, Germany
- AML-BFM Study Group, Essen, Germany
| | - Michael N Dworzak
- St. Anna Children's Cancer Research Institute, Vienna, Austria
- St. Anna Children's Hospital, Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Nora Mühlegger
- St. Anna Children's Cancer Research Institute, Vienna, Austria
| | | | - C Michel Zwaan
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
- Department of Pediatric Oncology/Hematology, Erasmus Medical Center - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Bianca F Goemans
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands
| | - Ruben van Boxtel
- Princess Máxima Centrum for pediatric oncology, Utrecht, the Netherlands.
- Oncode Institute, Utrecht, the Netherlands.
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10
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Dreiwi H, Feliciangeli F, Castro M, Lythe G, Molina-París C, López-García M. Stochastic journeys of cell progenies through compartments and the role of self-renewal, symmetric and asymmetric division. Sci Rep 2024; 14:16287. [PMID: 39009631 PMCID: PMC11251179 DOI: 10.1038/s41598-024-63500-2] [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: 09/04/2023] [Accepted: 05/29/2024] [Indexed: 07/17/2024] Open
Abstract
Division and differentiation events by which cell populations with specific functions are generated often take place as part of a developmental programme, which can be represented by a sequence of compartments. A compartment is the set of cells with common characteristics; sharing, for instance, a spatial location or a phenotype. Differentiation events are transitions from one compartment to the next. Cells may also die or divide. We consider three different types of division events: (i) where both daughter cells inherit the mother's phenotype (self-renewal), (ii) where only one of the daughters changes phenotype (asymmetric division), and (iii) where both daughters change phenotype (symmetric division). The self-renewal probability in each compartment determines whether the progeny of a single cell, moving through the sequence of compartments, is finite or grows without bound. We analyse the progeny stochastic dynamics with probability generating functions. In the case of self-renewal, by following one of the daughters after any division event, we may construct lifelines containing only one cell at any time. We analyse the number of divisions along such lines, and the compartment where lines terminate with a death event. Analysis and numerical simulations are applied to a five-compartment model of the gradual differentiation of hematopoietic stem cells and to a model of thymocyte development: from pre-double positive to single positive (SP) cells with a bifurcation to either SP4 or SP8 in the last compartment of the sequence.
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Affiliation(s)
- Hanan Dreiwi
- School of Mathematics, University of Leeds, Leeds, UK
| | - Flavia Feliciangeli
- School of Mathematics, University of Leeds, Leeds, UK
- Systems Pharmacology and Medicine, Bayer AG, Leverkusen, Germany
| | - Mario Castro
- Grupo Interdisciplinar de Sistemas Complejos (GISC), Instituto de Investigación Tecnológica (IIT), Universidad Pontificia Comillas, Madrid, Spain
| | - Grant Lythe
- School of Mathematics, University of Leeds, Leeds, UK
| | - Carmen Molina-París
- School of Mathematics, University of Leeds, Leeds, UK
- Los Alamos National Laboratory, Theoretical Biology and Biophysics Group, Theoretical Division, Los Alamos, NM, USA
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11
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Shannon ML, Heimlich JB, Olson S, Debevec A, Copeland Z, Kishtagari A, Vlasschaert C, Snider C, Silver AJ, Brown D, Spaulding T, Bhatta M, Pugh K, Stockton SS, Ulloa J, Xu Y, Baljevic M, Moslehi J, Jahangir E, Ferrell PB, Slosky D, Bick AG, Savona MR. Clonal hematopoiesis and inflammation in the vasculature: CHIVE, a prospective, longitudinal clonal hematopoiesis cohort and biorepository. Blood Adv 2024; 8:3453-3463. [PMID: 38608257 PMCID: PMC11259927 DOI: 10.1182/bloodadvances.2023011510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 01/23/2024] [Accepted: 02/09/2024] [Indexed: 04/14/2024] Open
Abstract
ABSTRACT Clonal hematopoiesis (CH) is an age-associated phenomenon leading to an increased risk of both hematologic malignancy and nonmalignant organ dysfunction. Increasingly available genetic testing has made the incidental discovery of CH clinically common yet evidence-based guidelines and effective management strategies to prevent adverse CH health outcomes are lacking. To address this gap, the prospective CHIVE (clonal hematopoiesis and inflammation in the vasculature) registry and biorepository was created to identify and monitor individuals at risk, support multidisciplinary CH clinics, and refine taxonomy and standards of practice for CH risk mitigation. Data from the first 181 patients enrolled in this prospective registry recapitulate the molecular epidemiology of CH from biobank-scale retrospective studies, with DNMT3A, TET2, ASXL1, and TP53 as the most commonly mutated genes. Blood counts across all hematopoietic lineages trended lower in patients with CH. In addition, patients with CH had higher rates of end organ dysfunction, in particular chronic kidney disease. Among patients with CH, variant allele frequency was independently associated with the presence of cytopenias and progression to hematologic malignancy, whereas other common high-risk CH clone features were not clear. Notably, accumulation of multiple distinct high-risk clone features was also associated with cytopenias and hematologic malignancy progression, supporting a recently published CH risk score. Surprisingly, ∼30% of patients enrolled in CHIVE from CH clinics were adjudicated as not having clonal hematopoiesis of indeterminate potential, highlighting the need for molecular standards and purpose-built assays in this field. Maintenance of this well-annotated cohort and continued expansion of CHIVE to multiple institutions are underway and will be critical to understanding how to thoughtfully care for this patient population.
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Affiliation(s)
- Morgan L. Shannon
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - J. Brett Heimlich
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Sydney Olson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Ariana Debevec
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Zachary Copeland
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Ashwin Kishtagari
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Christina Snider
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Alexander J. Silver
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
| | - Donovan Brown
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Travis Spaulding
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Manasa Bhatta
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Kelly Pugh
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Jessica Ulloa
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Yaomin Xu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN
| | - Muhamed Baljevic
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Javid Moslehi
- Section of Cardio-Oncology & Immunology, Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA
| | - Eiman Jahangir
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - P. Brent Ferrell
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN
- Center for Immunobiology, Vanderbilt University School of Medicine, Nashville, TN
| | - David Slosky
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Alexander G. Bick
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN
- Center for Immunobiology, Vanderbilt University School of Medicine, Nashville, TN
| | - Michael R. Savona
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN
- Center for Immunobiology, Vanderbilt University School of Medicine, Nashville, TN
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12
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Kwon M, Kim BS, Yoon S, Oh SO, Lee D. Hematopoietic Stem Cells and Their Niche in Bone Marrow. Int J Mol Sci 2024; 25:6837. [PMID: 38999948 PMCID: PMC11241602 DOI: 10.3390/ijms25136837] [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: 05/09/2024] [Revised: 06/18/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
Extensive research has explored the functional correlation between stem cells and progenitor cells, particularly in blood. Hematopoietic stem cells (HSCs) can self-renew and regenerate tissues within the bone marrow, while stromal cells regulate tissue function. Recent studies have validated the role of mammalian stem cells within specific environments, providing initial empirical proof of this functional phenomenon. The interaction between bone and blood has always been vital to the function of the human body. It was initially proposed that during evolution, mammalian stem cells formed a complex relationship with the surrounding microenvironment, known as the niche. Researchers are currently debating the significance of molecular-level data to identify individual stromal cell types due to incomplete stromal cell mapping. Obtaining these data can help determine the specific activities of HSCs in bone marrow. This review summarizes key topics from previous studies on HSCs and their environment, discussing current and developing concepts related to HSCs and their niche in the bone marrow.
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Affiliation(s)
- Munju Kwon
- Department of Convergence Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Byoung Soo Kim
- School of Biomedical Convergence Engineering, Pusan National University, Yangsan 50612, Republic of Korea
| | - Sik Yoon
- Department of Anatomy, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Sae-Ock Oh
- Department of Anatomy, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Dongjun Lee
- Department of Convergence Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
- Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea
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13
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Rizzo S, Varache M, Sayers EJ, Jones AT, Tonks A, Thomas DW, Ferguson EL. Modification of the Antibiotic, Colistin, with Dextrin Causes Enhanced Cytotoxicity and Triggers Apoptosis in Myeloid Leukemia. Int J Nanomedicine 2024; 19:5419-5437. [PMID: 38868592 PMCID: PMC11166864 DOI: 10.2147/ijn.s449185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 04/16/2024] [Indexed: 06/14/2024] Open
Abstract
Introduction Acute myeloid leukemia (AML) remains difficult to treat due to its heterogeneity in molecular landscape, epigenetics and cell signaling alterations. Precision medicine is a major goal in AML therapy towards developing agents that can be used to treat patients with different 'subtypes' in combination with current chemotherapies. We have previously developed dextrin-colistin conjugates to combat the rise in multi-drug resistant bacterial infections and overcome dose-limiting nephrotoxicity. Recent evidence of colistin's anticancer activity, mediated through inhibition of intracellular lysine-specific histone demethylase 1 (LSD1/KDM1A), suggests that dextrin-colistin conjugates could be used to treat cancer cells, including AML. This study aimed to evaluate whether dextrin conjugation (which reduces in vivo toxicity and prolongs plasma half-life) could enhance colistin's cytotoxic effects in myeloid leukemia cell lines and compare the intracellular uptake and localization of the free and conjugated antibiotic. Results Our results identified a conjugate (containing 8000 g/mol dextrin with 1 mol% succinoylation) that caused significantly increased toxicity in myeloid leukemia cells, compared to free colistin. Dextrin conjugation altered the mechanism of cell death by colistin, from necrosis to caspase 3/7-dependent apoptosis. In contrast, conjugation via a reversible ester linker, instead of an amide, had no effect on the mechanism of the colistin-induced cell death. Live cell confocal microscopy of fluorescently labelled compounds showed both free and dextrin-conjugated colistins were endocytosed and co-localized in lysosomes, and increasing the degree of modification by succinoylation of dextrin significantly reduced colistin internalization. Discussion Whilst clinical translation of dextrin-colistin conjugates for the treatment of AML is unlikely due to the potential to promote antimicrobial resistance (AMR) and the relatively high colistin concentrations required for anticancer activity, the ability to potentiate the effectiveness of an anticancer drug by polymer conjugation, while reducing side effects and improving biodistribution of the drug, is very attractive, and this approach warrants further investigation.
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Affiliation(s)
- Siân Rizzo
- Advanced Therapies Group, School of Dentistry, Cardiff University, Cardiff, UK
| | - Mathieu Varache
- Advanced Therapies Group, School of Dentistry, Cardiff University, Cardiff, UK
| | - Edward J Sayers
- School of Pharmacy and Pharmaceutical Sciences, Cardiff University, Cardiff, UK
| | - Arwyn T Jones
- School of Pharmacy and Pharmaceutical Sciences, Cardiff University, Cardiff, UK
| | - Alex Tonks
- Department of Haematology, School of Medicine, Cardiff University, Cardiff, UK
| | - David W Thomas
- Advanced Therapies Group, School of Dentistry, Cardiff University, Cardiff, UK
| | - Elaine L Ferguson
- Advanced Therapies Group, School of Dentistry, Cardiff University, Cardiff, UK
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14
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Grimes K, Jeong H, Amoah A, Xu N, Niemann J, Raeder B, Hasenfeld P, Stober C, Rausch T, Benito E, Jann JC, Nowak D, Emini R, Hoenicka M, Liebold A, Ho A, Shuai S, Geiger H, Sanders AD, Korbel JO. Cell-type-specific consequences of mosaic structural variants in hematopoietic stem and progenitor cells. Nat Genet 2024; 56:1134-1146. [PMID: 38806714 PMCID: PMC11176070 DOI: 10.1038/s41588-024-01754-2] [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: 07/03/2023] [Accepted: 04/17/2024] [Indexed: 05/30/2024]
Abstract
The functional impact and cellular context of mosaic structural variants (mSVs) in normal tissues is understudied. Utilizing Strand-seq, we sequenced 1,133 single-cell genomes from 19 human donors of increasing age, and discovered the heterogeneous mSV landscapes of hematopoietic stem and progenitor cells. While mSVs are continuously acquired throughout life, expanded subclones in our cohort are confined to individuals >60. Cells already harboring mSVs are more likely to acquire additional somatic structural variants, including megabase-scale segmental aneuploidies. Capitalizing on comprehensive single-cell micrococcal nuclease digestion with sequencing reference data, we conducted high-resolution cell-typing for eight hematopoietic stem and progenitor cells. Clonally expanded mSVs disrupt normal cellular function by dysregulating diverse cellular pathways, and enriching for myeloid progenitors. Our findings underscore the contribution of mSVs to the cellular and molecular phenotypes associated with the aging hematopoietic system, and establish a foundation for deciphering the molecular links between mSVs, aging and disease susceptibility in normal tissues.
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Affiliation(s)
- Karen Grimes
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Hyobin Jeong
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Department of Systems Biology, College of Life Science and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Amanda Amoah
- Institute of Molecular Medicine, Ulm University, Ulm, Germany
| | - Nuo Xu
- Department of Human Cell Biology and Genetics, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Julian Niemann
- Institute of Molecular Medicine, Ulm University, Ulm, Germany
| | - Benjamin Raeder
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Patrick Hasenfeld
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Catherine Stober
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Tobias Rausch
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory, University of Heidelberg, Heidelberg, Germany
- Bridging Research Division on Mechanisms of Genomic Variation and Data Science, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Eva Benito
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Johann-Christoph Jann
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Mannheim, Germany
| | - Daniel Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Mannheim, Germany
| | - Ramiz Emini
- Department of Cardiothoracic and Vascular Surgery, Ulm University Hospital, Ulm, Germany
| | - Markus Hoenicka
- Department of Cardiothoracic and Vascular Surgery, Ulm University Hospital, Ulm, Germany
| | - Andreas Liebold
- Department of Cardiothoracic and Vascular Surgery, Ulm University Hospital, Ulm, Germany
| | - Anthony Ho
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory, University of Heidelberg, Heidelberg, Germany
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Heidelberg, Germany
| | - Shimin Shuai
- Department of Human Cell Biology and Genetics, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Hartmut Geiger
- Institute of Molecular Medicine, Ulm University, Ulm, Germany
| | - Ashley D Sanders
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany.
- Berlin Institute of Health (BIH) at Charité-Universitätsmedizin Berlin, Berlin, Germany.
- Charité-Universitätsmedizin Berlin, Berlin, Germany.
| | - Jan O Korbel
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory, University of Heidelberg, Heidelberg, Germany.
- Bridging Research Division on Mechanisms of Genomic Variation and Data Science, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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15
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Xu J, Liu W, Fan F, Zhang B, Sun C, Hu Y. Advances in nano-immunotherapy for hematological malignancies. Exp Hematol Oncol 2024; 13:57. [PMID: 38796455 PMCID: PMC11128130 DOI: 10.1186/s40164-024-00525-3] [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: 11/25/2023] [Accepted: 05/18/2024] [Indexed: 05/28/2024] Open
Abstract
Hematological malignancies (HMs) encompass a diverse group of blood neoplasms with significant morbidity and mortality. Immunotherapy has emerged as a validated and crucial treatment modality for patients with HMs. Despite notable advancements having been made in understanding and implementing immunotherapy for HMs over the past decade, several challenges persist. These challenges include immune-related adverse effects, the precise biodistribution and elimination of therapeutic antigens in vivo, immune tolerance of tumors, and immune evasion by tumor cells within the tumor microenvironment (TME). Nanotechnology, with its capacity to manipulate material properties at the nanometer scale, has the potential to tackle these obstacles and revolutionize treatment outcomes by improving various aspects such as drug targeting and stability. The convergence of nanotechnology and immunotherapy has given rise to nano-immunotherapy, a specialized branch of anti-tumor therapy. Nanotechnology has found applications in chimeric antigen receptor T cell (CAR-T) therapy, cancer vaccines, immune checkpoint inhibitors, and other immunotherapeutic strategies for HMs. In this review, we delineate recent developments and discuss current challenges in the field of nano-immunotherapy for HMs, offering novel insights into the potential of nanotechnology-based therapeutic approaches for these diseases.
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Affiliation(s)
- Jian Xu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Wenqi Liu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China
- Department of Hematology, The Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310000, China
| | - Fengjuan Fan
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Bo Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Chunyan Sun
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China.
| | - Yu Hu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan, 430022, China.
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16
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Lao Z, Ding LW, Sun QY, Jia L, Yan B, Ng AYJ, Capinpin SM, Wang R, Ying L, Chng WJ, Phillip Koeffler H, Koh WP, Yuan JM, Yang H, Goh YT, Grigoropoulos N. A Pre-Leukemic DNA Methylation Signature in Healthy Individuals at Higher Risk for Developing Myeloid Malignancy. Clin Cancer Res 2024; 30:2170-2180. [PMID: 38437679 PMCID: PMC11096012 DOI: 10.1158/1078-0432.ccr-22-3804] [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: 12/28/2022] [Revised: 10/23/2023] [Accepted: 02/29/2024] [Indexed: 03/06/2024]
Abstract
PURPOSE DNA methylation alterations are widespread in acute myelogenous leukemia (AML) and myelodysplastic syndrome (MDS), some of which appear to have evolved independently of somatic mutations in epigenetic regulators. Although the presence of somatic mutations in peripheral blood can predict the risk of development of AML and MDS, its accuracy remains unsatisfactory. EXPERIMENTAL DESIGN We performed global DNA methylation profiling in a case control study nested within the Singapore Chinese Health Study to evaluate whether DNA methylation alterations were associated with AML/MDS development. Targeted deep sequencing and methylated DNA immunoprecipitation sequencing (MeDIP-seq) were performed on peripheral blood collected a median of 9.9 years before diagnosis of AML or MDS, together with age-matched still-healthy individuals as controls. RESULTS Sixty-six individuals who developed AML or MDS displayed significant DNA methylation changes in the peripheral blood compared with 167 age- and gender-matched controls who did not develop AML/MDS during the follow-up period. Alterations in methylation in the differentially methylation regions were associated with increased odds of developing AML/MDS. CONCLUSIONS The epigenetic changes may be acquired independently and before somatic mutations that are relevant for AML/MDS development. The association between methylation changes and the risk of pre-AML/MDS in these individuals was considerably stronger than somatic mutations, suggesting that methylation changes could be used as biomarkers for pre-AML/MDS screening.
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Affiliation(s)
- Zhentang Lao
- Department of Haematology, Singapore General Hospital, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Ling-Wen Ding
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Pathology, National University of Singapore; Nanomedicine Translational Research Programme, Yong Yoo Lin School of Medicine, National University of Singapore. Singapore
| | - Qiao-Yang Sun
- Department of Haematology, Singapore General Hospital, Singapore
- Department of Neurology, Singapore General Hospital, National Neuroscience Institute, Singapore
| | - Li Jia
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Benedict Yan
- Department of Laboratory Medicine, National University Hospital, Singapore
| | | | - Sharah Mae Capinpin
- Healthy Longitudinal Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, National University of Singapore, Singapore
| | - Renwei Wang
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Li Ying
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Wee Joo Chng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- NUS Center for Cancer Research and Dept of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- National University Cancer Institute, National University Health System, Singapore
| | - H Phillip Koeffler
- National University Cancer Institute, National University Health System, Singapore
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Woon-Puay Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jian-Min Yuan
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania. USA
| | - Henry Yang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Biomedical Informatics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yeow Tee Goh
- Department of Haematology, Singapore General Hospital, Singapore
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17
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Maeda T, Matsuda A, Kanda J, Kawabata H, Ishikawa T, Tohyama K, Kitanaka A, Araseki K, Shimbo K, Hata T, Suzuki T, Kayano H, Usuki K, Shindo-Ueda M, Arima N, Nohgawa M, Ohta A, Chiba S, Miyazaki Y, Nakao S, Ozawa K, Arai S, Kurokawa M, Takaori-Kondo A, Mitani K. Clinical impact and characteristics of erythroid dysplasia in adult aplastic anaemia: Results from a multicentre registry. Br J Haematol 2024; 204:2086-2096. [PMID: 38296352 DOI: 10.1111/bjh.19323] [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: 10/29/2023] [Revised: 12/30/2023] [Accepted: 01/19/2024] [Indexed: 02/09/2024]
Abstract
Morphological dysplasia in haematopoietic cells, defined by a 10% threshold in each lineage, is one of the diagnostic criteria for myelodysplastic neoplasms. Dysplasia limited to the erythroid lineage has also been reported in some cases of aplastic anaemia (AA); however, its significance remains unclear. We herein examined the impact of erythroid dysplasia on immunosuppressive therapy responses and survival in AA patients. The present study included 100 eligible AA patients without ring sideroblasts. Among them, 32 had dysplasia in the erythroid lineage (AA with minimal dysplasia [mini-D]). No significant sex or age differences were observed between AA groups with and without erythroid dysplasia. In severe/very severe AA and non-severe AA patients, a response to anti-thymocyte globulin + ciclosporin within 12 months was observed in 80.0% and 60.0% of AA with mini-D and 42.9% and 90.0% of those without dysplasia, with no significant difference (p = 0.29 and p = 0.24 respectively). Overall survival and leukaemia-free survival did not significantly differ between the groups. Collectively, the present results indicate that the presence of erythroid dysplasia did not significantly affect clinical characteristics or outcomes in AA patients, suggesting that its presence in AA is acceptable. Therefore, erythroid dysplasia should not exclude an AA diagnosis.
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Affiliation(s)
- Tomoya Maeda
- Department of Hemato-oncology, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Akira Matsuda
- Department of Hemato-oncology, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Junya Kanda
- Department Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroshi Kawabata
- Department of Hematology, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Takayuki Ishikawa
- Department of Hematology, Kobe City Medical Center General Hospital, Kobe, Hyogo, Japan
| | - Kaoru Tohyama
- Department of Medical Technology, Kawasaki University of Medical Welfare, Kurashiki, Okayama, Japan
| | - Akira Kitanaka
- Department of Laboratory Medicine, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Kayano Araseki
- Division of Hematology, Department of Internal Medicine, Faculty of Medicine, Saitama Medical University, Moroyama, Saitama, Japan
| | - Kei Shimbo
- Clinical Laboratory Center, Dokkyo Medical University Hospital, Shimotsuga, Tochigi, Japan
| | - Tomoko Hata
- Department of Clinical Laboratory, Nagasaki Harbor Medical Center, Nagasaki, Japan
| | - Takahiro Suzuki
- Department of Hematology, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hidekazu Kayano
- Faculty of Health and Medical Care, School of Medical Technology, Saitama Medical University, Hidaka, Saitama, Japan
| | - Kensuke Usuki
- Department of Hematology, NTT Medical Center Tokyo, Tokyo, Japan
| | | | - Nobuyoshi Arima
- Department of Hematology, Shinko Hospital, Kobe, Hyogo, Japan
| | - Masaharu Nohgawa
- Department of Hematology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan
| | - Akiko Ohta
- Division of Public Health, Department of Social Medicine, Saitama Medical University Faculty of Medicine, Moroyama, Saitama, Japan
| | - Shigeru Chiba
- Department of Hematology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yasushi Miyazaki
- Department of Hematology, Atomic Bomb Disease and Hibakusha Medicine Unit, Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan
| | - Shinji Nakao
- Japanese Red Cross Ishikawa Blood Center, Kanazawa, Ishikawa, Japan
- Department of Hematology, Faculty of Medicine, Institute of Medical Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Keiya Ozawa
- Division of Gene and Cell Therapy for Intractable Diseases, Jichi Medical University, Shimotsuke, Tochigi, Japan
| | - Shunya Arai
- Department of Hematology, Tokyo Metropolitan Police Hospital, Tokyo, Japan
| | - Mineo Kurokawa
- Department of Hematology and Oncology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Akifumi Takaori-Kondo
- Department Hematology and Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kinuko Mitani
- Department of Hematology and Oncology, Dokkyo Medical University, Shimotsuga, Tochigi, Japan
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18
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Mirzaie M, Gholizadeh E, Miettinen JJ, Ianevski F, Ruokoranta T, Saarela J, Manninen M, Miettinen S, Heckman CA, Jafari M. Designing patient-oriented combination therapies for acute myeloid leukemia based on efficacy/toxicity integration and bipartite network modeling. Oncogenesis 2024; 13:11. [PMID: 38429288 PMCID: PMC10907624 DOI: 10.1038/s41389-024-00510-9] [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: 06/16/2023] [Revised: 02/01/2024] [Accepted: 02/06/2024] [Indexed: 03/03/2024] Open
Abstract
Acute myeloid leukemia (AML), a heterogeneous and aggressive blood cancer, does not respond well to single-drug therapy. A combination of drugs is required to effectively treat this disease. Computational models are critical for combination therapy discovery due to the tens of thousands of two-drug combinations, even with approved drugs. While predicting synergistic drugs is the focus of current methods, few consider drug efficacy and potential toxicity, which are crucial for treatment success. To find effective new drug candidates, we constructed a bipartite network using patient-derived tumor samples and drugs. The network is based on drug-response screening and summarizes all treatment response heterogeneity as drug response weights. This bipartite network is then projected onto the drug part, resulting in the drug similarity network. Distinct drug clusters were identified using community detection methods, each targeting different biological processes and pathways as revealed by enrichment and pathway analysis of the drugs' protein targets. Four drugs with the highest efficacy and lowest toxicity from each cluster were selected and tested for drug sensitivity using cell viability assays on various samples. Results show that ruxolitinib-ulixertinib and sapanisertib-LY3009120 are the most effective combinations with the least toxicity and the best synergistic effect on blast cells. These findings lay the foundation for personalized and successful AML therapies, ultimately leading to the development of drug combinations that can be used alongside standard first-line AML treatment.
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Affiliation(s)
- Mehdi Mirzaie
- Department of Biochemistry and Developmental Biology, University of Helsinki, Helsinki, Finland
| | - Elham Gholizadeh
- Department of Biochemistry and Developmental Biology, University of Helsinki, Helsinki, Finland
| | - Juho J Miettinen
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Filipp Ianevski
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Tanja Ruokoranta
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Department of Hematology, Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | - Jani Saarela
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | | | - Susanna Miettinen
- Adult Stem Cell Group, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Tays Research Services, Wellbeing Services County of Pirkanmaa, Tampere University Hospital, Tampere, Finland
| | - Caroline A Heckman
- Institute for Molecular Medicine Finland - FIMM, HiLIFE - Helsinki Institute of Life Science, iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, Finland.
| | - Mohieddin Jafari
- Department of Biochemistry and Developmental Biology, University of Helsinki, Helsinki, Finland.
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19
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Zhao J, Cato LD, Arora UP, Bao EL, Bryant SC, Williams N, Jia Y, Goldman SR, Nangalia J, Erb MA, Vos SM, Armstrong SA, Sankaran VG. Inherited blood cancer predisposition through altered transcription elongation. Cell 2024; 187:642-658.e19. [PMID: 38218188 PMCID: PMC10872907 DOI: 10.1016/j.cell.2023.12.016] [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: 06/06/2023] [Revised: 11/26/2023] [Accepted: 12/08/2023] [Indexed: 01/15/2024]
Abstract
Despite advances in defining diverse somatic mutations that cause myeloid malignancies, a significant heritable component for these cancers remains largely unexplained. Here, we perform rare variant association studies in a large population cohort to identify inherited predisposition genes for these blood cancers. CTR9, which encodes a key component of the PAF1 transcription elongation complex, is among the significant genes identified. The risk variants found in the cases cause loss of function and result in a ∼10-fold increased odds of acquiring a myeloid malignancy. Partial CTR9 loss of function expands human hematopoietic stem cells (HSCs) by increased super elongation complex-mediated transcriptional activity, which thereby increases the expression of key regulators of HSC self-renewal. By following up on insights from a human genetic study examining inherited predisposition to the myeloid malignancies, we define a previously unknown antagonistic interaction between the PAF1 and super elongation complexes. These insights could enable targeted approaches for blood cancer prevention.
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Affiliation(s)
- Jiawei Zhao
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Center for Cancer Immunology, Faculty of Pharmaceutical Sciences, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences (CAS), Shenzhen, China.
| | - Liam D Cato
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Uma P Arora
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Erik L Bao
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Nicholas Williams
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK; UK and MRC-Wellcome Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Yuemeng Jia
- Harvard Stem Cell Institute, Cambridge, MA, USA; Stem Cell Program, Boston Children's Hospital, Boston, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
| | - Seth R Goldman
- Nascent Transcriptomics Core, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Jyoti Nangalia
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK; UK and MRC-Wellcome Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Michael A Erb
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Seychelle M Vos
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA; Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Scott A Armstrong
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Vijay G Sankaran
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Stem Cell Institute, Cambridge, MA, USA.
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20
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Liu J, Jiang P, Lu Z, Yu Z, Qian P. Decoding leukemia at the single-cell level: clonal architecture, classification, microenvironment, and drug resistance. Exp Hematol Oncol 2024; 13:12. [PMID: 38291542 PMCID: PMC10826069 DOI: 10.1186/s40164-024-00479-6] [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: 11/02/2023] [Accepted: 01/16/2024] [Indexed: 02/01/2024] Open
Abstract
Leukemias are refractory hematological malignancies, characterized by marked intrinsic heterogeneity which poses significant obstacles to effective treatment. However, traditional bulk sequencing techniques have not been able to effectively unravel the heterogeneity among individual tumor cells. With the emergence of single-cell sequencing technology, it has bestowed upon us an unprecedented resolution to comprehend the mechanisms underlying leukemogenesis and drug resistance across various levels, including the genome, epigenome, transcriptome and proteome. Here, we provide an overview of the currently prevalent single-cell sequencing technologies and a detailed summary of single-cell studies conducted on leukemia, with a specific focus on four key aspects: (1) leukemia's clonal architecture, (2) frameworks to determine leukemia subtypes, (3) tumor microenvironment (TME) and (4) the drug-resistant mechanisms of leukemia. This review provides a comprehensive summary of current single-cell studies on leukemia and highlights the markers and mechanisms that show promising clinical implications for the diagnosis and treatment of leukemia.
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Affiliation(s)
- Jianche Liu
- Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University, 1369 West Wenyi Road, Hangzhou, 311121, China
- International Campus, Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, 718 East Haizhou Road, Haining, 314400, China
| | - Penglei Jiang
- Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang Engineering Laboratory for Stem Cell and Immunotherapy, Zhejiang University, Hangzhou, 310058, China
| | - Zezhen Lu
- Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University, 1369 West Wenyi Road, Hangzhou, 311121, China
- International Campus, Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, 718 East Haizhou Road, Haining, 314400, China
| | - Zebin Yu
- Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang Engineering Laboratory for Stem Cell and Immunotherapy, Zhejiang University, Hangzhou, 310058, China
| | - Pengxu Qian
- Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310058, China.
- Liangzhu Laboratory, Zhejiang University, 1369 West Wenyi Road, Hangzhou, 311121, China.
- Institute of Hematology, Zhejiang Engineering Laboratory for Stem Cell and Immunotherapy, Zhejiang University, Hangzhou, 310058, China.
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21
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Lee KS, Lee CK, Kwon SS, Kwon WS, Park S, Lee ST, Choi JR, Rha SY, Shin S. Clinical relevance of clonal hematopoiesis and its interference in cell-free DNA profiling of patients with gastric cancer. Clin Chem Lab Med 2024; 62:178-186. [PMID: 37435889 DOI: 10.1515/cclm-2023-0261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/02/2023] [Indexed: 07/13/2023]
Abstract
OBJECTIVES Clonal hematopoiesis (CH) is a condition in which healthy individuals have somatic mutations in hematopoietic stem cells. It has been reported with increased risk of hematologic malignancy and cardiovascular disease in the general population, but studies of Korean populations with comorbid disease entities are scarce. METHODS White blood cells (WBCs) from patients with gastric cancer (GC) (n=121) were analyzed using a DNA-based targeted (531 genes) panel with customized pipeline designed to detect single nucleotide variants and small indels with low-allele-frequency of ≥0.2 %. We defined significant CH variants as having variant allele frequency (VAF) ≥2 % among variants found in WBCs. Matched cell-free DNA (cfDNA) samples were also analyzed with the same pipeline to investigate the false-positive results caused by WBC variants in cfDNA profiling. RESULTS Significant CH variants were detected in 29.8 % of patients and were associated with age and male sex. The number of CH variants was associated with a history of anti-cancer therapy and age. DNMT3A and TET2 were recurrently mutated. Overall survival rate of treatment-naïve patients with stage IV GC was higher in those with CH, but Cox regression showed no significant association after adjustment for age, sex, anti-cancer therapy, and smoking history. In addition, we analyzed the potential interference of WBC variants in plasma cell-free DNA testing, which has attracted interest as a complementary method for tissue biopsy. Results showed that 37.0 % (47/127) of plasma specimens harbored at least one WBC variant. VAFs of interfering WBC variants in the plasma and WBC were correlated, and WBC variants with VAF ≥4 % in WBC were frequently detected in plasma with the same VAF. CONCLUSIONS This study revealed the clinical impact of CH in Korean patients and suggests the potential for its interference in cfDNA tests.
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Affiliation(s)
- Kwang Seob Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Choong-Kun Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soon Sung Kwon
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Woo Sun Kwon
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sejung Park
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung-Tae Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Dxome, Seoul, Republic of Korea
| | - Jong Rak Choi
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Dxome, Seoul, Republic of Korea
| | - Sun Young Rha
- Dxome, Seoul, Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Saeam Shin
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
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22
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Yu K, Deuitch N, Merguerian M, Cunningham L, Davis J, Bresciani E, Diemer J, Andrews E, Young A, Donovan F, Sood R, Craft K, Chong S, Chandrasekharappa S, Mullikin J, Liu PP. Genomic landscape of patients with germline RUNX1 variants and familial platelet disorder with myeloid malignancy. Blood Adv 2024; 8:497-511. [PMID: 38019014 PMCID: PMC10837196 DOI: 10.1182/bloodadvances.2023011165] [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: 07/10/2023] [Revised: 11/07/2023] [Accepted: 11/07/2023] [Indexed: 11/30/2023] Open
Abstract
ABSTRACT Familial platelet disorder with associated myeloid malignancies (FPDMM) is caused by germline RUNX1 mutations and characterized by thrombocytopenia and increased risk of hematologic malignancies. We recently launched a longitudinal natural history study for patients with FPDMM. Among 27 families with research genomic data by the end of 2021, 26 different germline RUNX1 variants were detected. Besides missense mutations enriched in Runt homology domain and loss-of-function mutations distributed throughout the gene, splice-region mutations and large deletions were detected in 6 and 7 families, respectively. In 25 of 51 (49%) patients without hematologic malignancy, somatic mutations were detected in at least 1 of the clonal hematopoiesis of indeterminate potential (CHIP) genes or acute myeloid leukemia (AML) driver genes. BCOR was the most frequently mutated gene (in 9 patients), and multiple BCOR mutations were identified in 4 patients. Mutations in 6 other CHIP- or AML-driver genes (TET2, DNMT3A, KRAS, LRP1B, IDH1, and KMT2C) were also found in ≥2 patients without hematologic malignancy. Moreover, 3 unrelated patients (1 with myeloid malignancy) carried somatic mutations in NFE2, which regulates erythroid and megakaryocytic differentiation. Sequential sequencing data from 19 patients demonstrated dynamic changes of somatic mutations over time, and stable clones were more frequently found in older adult patients. In summary, there are diverse types of germline RUNX1 mutations and high frequency of somatic mutations related to clonal hematopoiesis in patients with FPDMM. Monitoring changes in somatic mutations and clinical manifestations prospectively may reveal mechanisms for malignant progression and inform clinical management. This trial was registered at www.clinicaltrials.gov as #NCT03854318.
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Affiliation(s)
- Kai Yu
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Natalie Deuitch
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Matthew Merguerian
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
- Department of Pediatrics, Johns Hopkins University School of Medicine, Balltimore, MD
| | - Lea Cunningham
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
- Immune Deficiency Cellular Therapy Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Joie Davis
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Erica Bresciani
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Jamie Diemer
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Elizabeth Andrews
- Immune Deficiency Cellular Therapy Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Alice Young
- NIH Intramural Sequencing Center, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Frank Donovan
- Genomics Core, Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Raman Sood
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Kathleen Craft
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Shawn Chong
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Settara Chandrasekharappa
- Genomics Core, Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Jim Mullikin
- NIH Intramural Sequencing Center, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Paul P. Liu
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
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23
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Nyamondo K, Wheadon H. Micro-environment alterations through time leading to myeloid malignancies. Br J Pharmacol 2024; 181:283-294. [PMID: 35844165 DOI: 10.1111/bph.15924] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/22/2022] [Accepted: 06/30/2022] [Indexed: 11/29/2022] Open
Abstract
The micro-environment plays a critical role in haematopoietic stem cell (HSC) development, self-renewal, differentiation and maintenance by providing a supportive cellular framework and essential molecular cues to sustain homeostasis. In ageing and development of age-related clonal haematopoiesis, the combined contribution of intrinsic alterations in haematopoietic stem cells and their surrounding micro-environment can promote myeloid skewing and release of pro-inflammatory cytokines. A pro-inflammatory micro-environment is a common feature in the initiation and sustenance of several myeloid malignancies. Furthermore, remodelling of the micro-environment is recognized to potentiate the survival of malignant over normal cells. This review explores micro-environmental interactions in the haematopoietic system of adults, especially how the bone marrow micro-environment is impacted by ageing, the onset of age-related clonal haematopoiesis and the development of myeloid malignancies. In addition, we also discuss the possible role age-related clonal haematopoiesis and chronic inflammatory conditions play in altering the bone marrow micro-environment dynamics. Finally, we explore the importance of in vitro models that accurately mimic different aspects of the bone marrow micro-environment in order to study normal and malignant haematopoiesis. LINKED ARTICLES: This article is part of a themed issue on Cancer Microenvironment and Pharmacological Interventions. To view the other articles in this section visit http://onlinelibrary.wiley.com/doi/10.1111/bph.v181.2/issuetoc.
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Affiliation(s)
- Kudzai Nyamondo
- Paul O'Gorman Leukaemia Research Centre, Gartnavel Hospital, University of Glasgow, Glasgow, UK
| | - Helen Wheadon
- Paul O'Gorman Leukaemia Research Centre, Gartnavel Hospital, University of Glasgow, Glasgow, UK
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24
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Chen Z, Guo Q, Huang S, Li L, Wu F, Liu Z, Li Z, Chen T, Song G, Xu S, Chen J, Hou Y. Overcoming adaptive resistance in AML by synergistically targeting FOXO3A-GNG7-mTOR axis with FOXO3A inhibitor Gardenoside and rapamycin. Genes Dis 2024; 11:397-412. [PMID: 37588187 PMCID: PMC10425752 DOI: 10.1016/j.gendis.2023.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 01/02/2023] [Indexed: 01/26/2023] Open
Abstract
Therapeutic targeting FOXO3A (a forkhead transcription factor) represents a promising strategy to suppress acute myeloid leukemia (AML). However, the effective inhibitors that target FOXO3A are lacking and the adaptive response signaling weakens the cytotoxic effect of FOXO3A depletion on AML cells. Here, we show that FOXO3A deficiency induces a compensatory response involved in the reactive activation of mTOR that leads to signaling rebound and adaptive resistance. Mitochondrial metabolism acts downstream of mTOR to provoke activation of JNK/c-JUN via reactive oxygen species (ROS). At the molecular level, FOXO3A directly binds to the promoter of G protein gamma subunit 7 (GNG7) and preserves its expression, while GNG7 interacts with mTOR and restricts phosphorylated activation of mTOR. Consequently, combinatorial inhibition of FOXO3A and mTOR show a synergistic cytotoxic effect on AML cells and prolongs survival in a mouse model of AML. Through a structure-based virtual screening, we report one potent small-molecule FOXO3A inhibitor (Gardenoside) that exhibits a strong effect of anti-FOXO3A DNA binding. Gardenoside synergizes with rapamycin to substantially reduce tumor burden and extend survival in AML patient-derived xenograft model. These results demonstrate that mTOR can mediate adaptive resistance to FOXO3A inhibition and validate a combinatorial approach for treating AML.
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Affiliation(s)
- Zhe Chen
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Qian Guo
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing 400044, China
| | - Shichen Huang
- Chongqing Foreign Language School, Chongqing 400039, China
| | - Lei Li
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Feng Wu
- Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Zhilong Liu
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Zhigang Li
- Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Tao Chen
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Guanbin Song
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing 400044, China
| | - Shuangnian Xu
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Jieping Chen
- Department of Hematology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Yu Hou
- Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China
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25
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Tatwavedi D, Pellagatti A, Boultwood J. Recent advances in the application of induced pluripotent stem cell technology to the study of myeloid malignancies. Adv Biol Regul 2024; 91:100993. [PMID: 37827894 DOI: 10.1016/j.jbior.2023.100993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 09/25/2023] [Indexed: 10/14/2023]
Abstract
Acquired myeloid malignancies are a spectrum of clonal disorders known to be caused by sequential acquisition of genetic lesions in hematopoietic stem and progenitor cells, leading to their aberrant self-renewal and differentiation. The increasing use of induced pluripotent stem cell (iPSC) technology to study myeloid malignancies has helped usher a paradigm shift in approaches to disease modeling and drug discovery, especially when combined with gene-editing technology. The process of reprogramming allows for the capture of the diversity of genetic lesions and mutational burden found in primary patient samples into individual stable iPSC lines. Patient-derived iPSC lines, owing to their self-renewal and differentiation capacity, can thus be a homogenous source of disease relevant material that allow for the study of disease pathogenesis using various functional read-outs. Furthermore, genome editing technologies like CRISPR/Cas9 enable the study of the stepwise progression from normal to malignant hematopoiesis through the introduction of specific driver mutations, individually or in combination, to create isogenic lines for comparison. In this review, we survey the current use of iPSCs to model acquired myeloid malignancies including myelodysplastic syndromes (MDS), myeloproliferative neoplasms (MPN), acute myeloid leukemia and MDS/MPN overlap syndromes. The use of iPSCs has enabled the interrogation of the underlying mechanism of initiation and progression driving these diseases. It has also made drug testing, repurposing, and the discovery of novel therapies for these diseases possible in a high throughput setting.
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Affiliation(s)
- Dharamveer Tatwavedi
- Blood Cancer UK Molecular Haematology Unit, Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
| | - Andrea Pellagatti
- Blood Cancer UK Molecular Haematology Unit, Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Jacqueline Boultwood
- Blood Cancer UK Molecular Haematology Unit, Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
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Park E, Evans MA, Walsh K. Regulators of clonal hematopoiesis and physiological consequences of this condition. THE JOURNAL OF CARDIOVASCULAR AGING 2024; 4:3. [PMID: 39119355 PMCID: PMC11309374 DOI: 10.20517/jca.2023.39] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Abstract
Clonal hematopoiesis (CH) is a prevalent condition that results from somatic mutations in hematopoietic stem cells. When these mutations occur in "driver" genes, they can potentially confer fitness advantages to the affected cells, leading to a clonal expansion. While most clonal expansions of mutant cells are generally considered to be asymptomatic since they do not impact overall blood cell numbers, CH carriers face long-term risks of all-cause mortality and age-associated diseases, including cardiovascular disease and hematological malignancies. While considerable research has focused on understanding the association between CH and these diseases, less attention has been given to exploring the regulatory factors that contribute to the expansion of the driver gene clone. This review focuses on the association between environmental stressors and inherited genetic risk factors in the context of CH development. A better understanding of how these stressors impact CH development will facilitate mechanistic studies and potentially lead to new therapeutic avenues to treat individuals with this condition.
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Affiliation(s)
- Eunbee Park
- Department of Biochemistry and Molecular Genetics, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | - Megan A. Evans
- Hematovascular Biology Center, Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | - Kenneth Walsh
- Department of Biochemistry and Molecular Genetics, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
- Hematovascular Biology Center, Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
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27
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Bornhorst D, Gheller B, Zon LI. Colorimetric Barcoding to Track, Isolate, and Analyze Hematopoietic Stem Cell Clones. Methods Mol Biol 2024; 2707:265-277. [PMID: 37668919 PMCID: PMC10916503 DOI: 10.1007/978-1-0716-3401-1_18] [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: 09/06/2023]
Abstract
In zebrafish, hematopoietic stem cells (HSCs) are born in the developing aorta during embryogenesis. From the definitive wave of hematopoiesis onward, blood homeostasis relies on self-renewal and differentiation of progeny of existing HSCs, or clones, rather than de novo generation. Here, we describe an approach to quantify the number and size of HSC clones at various times throughout the lifespan of the animal using a fluorescent, multicolor labeling strategy. The system is based on combining the multicolor Zebrabow system with an inducible, early lateral plate mesoderm and hematopoietic lineage specific cre driver (draculin (drl)). The cre driver can be temporally controlled and activated in early hematopoiesis to introduce a color barcoding unique to each HSC and subsequently inherited by their daughter cells. Clonal diversity and dominance can be investigated in normal development and blood disease progression, such as blood cancers. This adoptable method allows researchers to obtain quantitative insight into clonality-defining events and their contribution to adult hematopoiesis.
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Affiliation(s)
- Dorothee Bornhorst
- Stem Cell Program and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Boston, MA, USA
| | - Brandon Gheller
- Stem Cell Program and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Leonard I Zon
- Stem Cell Program and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA.
- Department of Stem Cell and Regenerative Biology, Harvard University, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Howard Hughes Medical Institute, Boston, MA, USA.
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28
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Villegas-Valverde CA, Bencomo-Hernandez AA, Castillo-Aleman YM, Ventura-Carmenate Y, Casado-Hernandez I, Rivero-Jimenez RA. Application of mass cytometry to characterize hematopoietic stem cells in apheresis products of patients with hematological malignancies. Hematol Transfus Cell Ther 2023:S2531-1379(23)02600-7. [PMID: 38177056 DOI: 10.1016/j.htct.2023.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 07/25/2023] [Accepted: 10/20/2023] [Indexed: 01/06/2024] Open
Abstract
INTRODUCTION Hematopoietic stem cell transplantation (HSCT) is a widely used therapy, but its success largely depends on the number and quality of stem cells collected. Current evidence shows the complexity of the hematopoietic system, which implies that, in the quality assurance of the apheresis product, the hematopoietic stem cells are adequately characterized and quantified, in which mass cytometry (MC) can provide its advantages in high-dimensional analysis. OBJECTIVE This research aimed to characterize and enumerate CD45dim/CD34+ stem cells using the MC in apheresis product yields from patients with chronic lymphoid malignant diseases undergoing autologous transplantation at the Abu Dhabi Stem Cells Center. METHODS An analytical and cross-sectional study was performed on 31 apheresis products from 15 patients diagnosed with multiple myeloma (n = 9) and non-Hodgkin lymphomas (n = 6) eligible for HSCT. The MC was employed using the MaxPar Kit for stem cell immunophenotyping. The analysis was performed manually in the Kaluza and unsupervised by machine learning in Cytobank Premium. RESULTS An excellent agreement was found between mass and flow cytometry for the relative and absolute counts of CD45dim/CD34+ cells (Bland-Altman bias: -0.029 and -64, respectively), seven subpopulations were phenotyped and no lineage bias was detected for any of the methods used in the pool of collected cells. A CD34+/CD38+/CD138+ population was seen in the analyses performed on four patients with multiple myeloma. CONCLUSIONS The MC helps to characterize subpopulations of stem cells in apheresis products. It also allows cell quantification by double platform. Unsupervised analysis allows results completion and validation of the manual strategy. The proposed methodology can be extended to apheresis products for purposes other than HSCT.
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Demajo S, Ramis-Zaldivar JE, Muiños F, Grau ML, Andrianova M, López-Bigas N, González-Pérez A. Identification of Clonal Hematopoiesis Driver Mutations through In Silico Saturation Mutagenesis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.13.23299893. [PMID: 38168256 PMCID: PMC10760256 DOI: 10.1101/2023.12.13.23299893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Clonal hematopoiesis (CH) is a phenomenon of clonal expansion of hematopoietic stem cells driven by somatic mutations affecting certain genes. Recently, CH has been linked to the development of a number of hematologic malignancies, cardiovascular diseases and other conditions. Although the most frequently mutated CH driver genes have been identified, a systematic landscape of the mutations capable of initiating this phenomenon is still lacking. Here, we train high-quality machine-learning models for 12 of the most recurrent CH driver genes to identify their driver mutations. These models outperform an experimental base-editing approach and expert-curated rules based on prior knowledge of the function of these genes. Moreover, their application to identify CH driver mutations across almost half a million donors of the UK Biobank reproduces known associations between CH driver mutations and age, and the prevalence of several diseases and conditions. We thus propose that these models support the accurate identification of CH across healthy individuals.
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Affiliation(s)
- Santiago Demajo
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Joan Enric Ramis-Zaldivar
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
| | - Ferran Muiños
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Miguel L Grau
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
| | - Maria Andrianova
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
| | - Núria López-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Abel González-Pérez
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
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30
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Xie J, Sheng M, Rong S, Zhou D, Wang C, Wu W, Huang J, Sun Y, Wang Y, Chen P, Wu Y, Wang Y, Wang L, Zhou BO, Huang X, Walsh CP, Bohlander SK, Huang J, Wang X, Xu GL, Gao H, Shi Y. STING activation in TET2-mutated hematopoietic stem/progenitor cells contributes to the increased self-renewal and neoplastic transformation. Leukemia 2023; 37:2457-2467. [PMID: 37816954 PMCID: PMC10681905 DOI: 10.1038/s41375-023-02055-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/13/2023] [Accepted: 09/29/2023] [Indexed: 10/12/2023]
Abstract
Somatic loss-of-function mutations of the dioxygenase Ten-eleven translocation-2 (TET2) occur frequently in individuals with clonal hematopoiesis (CH) and acute myeloid leukemia (AML). These common hematopoietic disorders can be recapitulated in mouse models. However, the underlying mechanisms by which the deficiency in TET2 promotes these disorders remain unclear. Here we show that the cyclic guanosine monophosphate-adenosine monophosphate synthase (cGAS)-stimulator of interferon genes (STING) pathway is activated to mediate the effect of TET2 deficiency in dysregulated hematopoiesis in mouse models. DNA damage arising in Tet2-deficient hematopoietic stem/progenitor cells (HSPCs) leads to activation of the cGAS-STING pathway which in turn promotes the enhanced self-renewal and development of CH. Notably, both pharmacological inhibition and genetic deletion of STING suppresses Tet2 mutation-induced aberrant hematopoiesis. In patient-derived xenograft (PDX) models, STING inhibition specifically attenuates the proliferation of leukemia cells from TET2-mutated individuals. These observations suggest that the development of CH associated with TET2 mutations is powered through chronic inflammation dependent on the activated cGAS-STING pathway and that STING may represent a potential target for intervention of relevant hematopoietic diseases.
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Affiliation(s)
- Jiaying Xie
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Mengyao Sheng
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Shaoqin Rong
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Dan Zhou
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Institutes of Biomedical Sciences, Medical College of Fudan University, Shanghai, 201399, China
| | - Chao Wang
- China State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Wanling Wu
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, 200024, China
| | - Jingru Huang
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Yue Sun
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Yin Wang
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Pingyue Chen
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Yushuang Wu
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Yuanxian Wang
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Lan Wang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Bo O Zhou
- China State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Xinxin Huang
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China
| | - Colum P Walsh
- Genomic Medicine Research Group, Biomedical Sciences, Ulster University, Coleraine, BT52 1SA, UK
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Stefan K Bohlander
- Leukaemia & Blood Cancer Research Unit, Department of Molecular Medicine and Pathology, The University of Auckland, Auckland, New Zealand
| | - Jian Huang
- Coriell Institute for Medical Research, Camden, NJ, 08103, USA
- Temple University Lewis Katz School of Medicine, Center for Metabolic Disease Research, Philadelphia, PA, 19140, USA
| | - Xiaoqin Wang
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, 200024, China
| | - Guo-Liang Xu
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China.
- China State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China.
| | - Hai Gao
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China.
| | - Yuheng Shi
- Institutes of Biomedical Sciences, Shanghai Xuhui Central Hospital, Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, 200032, China.
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai, Huadong Hospital, Shanghai, 200040, China.
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31
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Stelmach P, Richter S, Sauer S, Fabre MA, Gu M, Rohde C, Janssen M, Liebers N, Proynova R, Weinhold N, Raab MS, Goldschmidt H, Besenbeck B, Pavel P, Laier S, Trumpp A, Dietrich S, Vassiliou GS, Müller-Tidow C. Clonal hematopoiesis with DNMT3A and PPM1D mutations impairs regeneration in autologous stem cell transplant recipients. Haematologica 2023; 108:3308-3320. [PMID: 37381752 PMCID: PMC10690900 DOI: 10.3324/haematol.2023.282992] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 06/19/2023] [Indexed: 06/30/2023] Open
Abstract
Clonal hematopoiesis (CH) is an age-related condition driven by stem and progenitor cells harboring recurrent mutations linked to myeloid neoplasms. Currently, potential effects on hematopoiesis, stem cell function and regenerative potential under stress conditions are unknown. We performed targeted DNA sequencing of 457 hematopoietic stem cell grafts collected for autologous stem cell transplantation (ASCT) in myeloma patients and correlated our findings with high-dimensional longitudinal clinical and laboratory data (26,510 data points for blood cell counts/serum values in 25 days around transplantation). We detected CHrelated mutations in 152 patients (33.3%). Since many patients (n=54) harbored multiple CH mutations in one or more genes, we applied a non-negative matrix factorization (NMF) clustering algorithm to identify genes that are commonly co-mutated in an unbiased approach. Patients with CH were assigned to one of three clusters (C1-C3) and compared to patients without CH (C0) in a gene specific manner. To study the dynamics of blood cell regeneration following ASCT, we developed a time-dependent linear mixed effect model to validate differences in blood cell count trajectories amongst different clusters. The results demonstrated that C2, composed of patients with DNMT3A and PPM1D single and co-mutated CH, correlated with reduced stem cell yields and delayed platelet count recovery following ASCT. Also, the benefit of maintenance therapy was particularly strong in C2 patients. Taken together, these data indicate an impaired regenerative potential of hematopoietic stem cell grafts harboring CH with DNMT3A and PPM1D mutations.
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Affiliation(s)
- Patrick Stelmach
- Department of Medicine V, Heidelberg University Hospital, Heidelberg, Germany; Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM, gGmbH), Heidelberg
| | - Sarah Richter
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Sandra Sauer
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Margarete A Fabre
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK; Department of Haematology, University of Cambridge, Cambridge, UK; Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK; Centre for Genomics Research, Discovery Sciences, BioPharmaceuticals R/D, AstraZeneca, Cambridge
| | - Muxin Gu
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK; Department of Haematology, University of Cambridge, Cambridge, UK; Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge
| | - Christian Rohde
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Maike Janssen
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Nora Liebers
- Department of Medicine V, Heidelberg University Hospital, Heidelberg, Germany; National Center for Tumor Diseases (NCT), Heidelberg
| | - Rumyana Proynova
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Niels Weinhold
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Marc S Raab
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | | | - Birgit Besenbeck
- Department of Medicine V, Heidelberg University Hospital, Heidelberg
| | - Petra Pavel
- Stem Cell Laboratory, Institute of Clinical Transfusion Medicine and Cell Therapy Heidelberg GmbH, Heidelberg
| | - Sascha Laier
- Stem Cell Laboratory, Institute of Clinical Transfusion Medicine and Cell Therapy Heidelberg GmbH, Heidelberg
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM, gGmbH), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg
| | - Sascha Dietrich
- Department of Medicine V, Heidelberg University Hospital, Heidelberg, Germany; Molecular Medicine Partnership Unit, European Molecular Biology Laboratory (EMBL), Heidelberg
| | - George S Vassiliou
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK; Department of Haematology, University of Cambridge, Cambridge, UK; Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge
| | - Carsten Müller-Tidow
- Department of Medicine V, Heidelberg University Hospital, Heidelberg, Germany; National Center for Tumor Diseases (NCT), Heidelberg, Germany; Molecular Medicine Partnership Unit, European Molecular Biology Laboratory (EMBL), Heidelberg.
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32
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Nazaret A, Fan JL, Lavallée VP, Cornish AE, Kiseliovas V, Masilionis I, Chun J, Bowman RL, Eisman SE, Wang J, Shi L, Levine RL, Mazutis L, Blei D, Pe'er D, Azizi E. Deep generative model deciphers derailed trajectories in acute myeloid leukemia. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.11.566719. [PMID: 38014231 PMCID: PMC10680623 DOI: 10.1101/2023.11.11.566719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Single-cell genomics has the potential to map cell states and their dynamics in an unbiased way in response to perturbations like disease. However, elucidating the cell-state transitions from healthy to disease requires analyzing data from perturbed samples jointly with unperturbed reference samples. Existing methods for integrating and jointly visualizing single-cell datasets from distinct contexts tend to remove key biological differences or do not correctly harmonize shared mechanisms. We present Decipher, a model that combines variational autoencoders with deep exponential families to reconstruct derailed trajectories ( https://github.com/azizilab/decipher ). Decipher jointly represents normal and perturbed single-cell RNA-seq datasets, revealing shared and disrupted dynamics. It further introduces a novel approach to visualize data, without the need for methods such as UMAP or TSNE. We demonstrate Decipher on data from acute myeloid leukemia patient bone marrow specimens, showing that it successfully characterizes the divergence from normal hematopoiesis and identifies transcriptional programs that become disrupted in each patient when they acquire NPM1 driver mutations.
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33
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Feng Y, Yuan Q, Newsome RC, Robinson T, Bowman RL, Zuniga AN, Hall KN, Bernsten CM, Shabashvili DE, Krajcik KI, Gunaratne C, Zaroogian ZJ, Venugopal K, Casellas Roman HL, Levine RL, Chatila WK, Yaeger R, Riva A, Jobin C, Kopinke D, Avram D, Guryanova OA. Hematopoietic-specific heterozygous loss of Dnmt3a exacerbates colitis-associated colon cancer. J Exp Med 2023; 220:e20230011. [PMID: 37615936 PMCID: PMC10450614 DOI: 10.1084/jem.20230011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 06/12/2023] [Accepted: 08/02/2023] [Indexed: 08/25/2023] Open
Abstract
Clonal hematopoiesis (CH) is defined as clonal expansion of mutant hematopoietic stem cells absent diagnosis of a hematologic malignancy. Presence of CH in solid tumor patients, including colon cancer, correlates with shorter survival. We hypothesized that bone marrow-derived cells with heterozygous loss-of-function mutations of DNMT3A, the most common genetic alteration in CH, contribute to the pathogenesis of colon cancer. In a mouse model that combines colitis-associated colon cancer (CAC) with experimental CH driven by Dnmt3a+/Δ, we found higher tumor penetrance and increased tumor burden compared with controls. Histopathological analysis revealed accentuated colonic epithelium injury, dysplasia, and adenocarcinoma formation. Transcriptome profiling of colon tumors identified enrichment of gene signatures associated with carcinogenesis, including angiogenesis. Treatment with the angiogenesis inhibitor axitinib eliminated the colon tumor-promoting effect of experimental CH driven by Dnmt3a haploinsufficiency and rebalanced hematopoiesis. This study provides conceptually novel insights into non-tumor-cell-autonomous effects of hematopoietic alterations on colon carcinogenesis and identifies potential therapeutic strategies.
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Affiliation(s)
- Yang Feng
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Qingchen Yuan
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Rachel C. Newsome
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Troy Robinson
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert L. Bowman
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ashley N. Zuniga
- Department of Anatomy and Cell Biology, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Kendra N. Hall
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Cassandra M. Bernsten
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Daniil E. Shabashvili
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Kathryn I. Krajcik
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Chamara Gunaratne
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Zachary J. Zaroogian
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Kartika Venugopal
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Heidi L. Casellas Roman
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Ross L. Levine
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Walid K. Chatila
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alberto Riva
- Interdisciplinary Center for Biotechnology Research, University of Florida, Gainesville, FL, USA
- University of FloridaHealth Cancer Center, Gainesville, FL, USA
| | - Christian Jobin
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of FloridaCollege of Medicine, Gainesville, FL, USA
- University of FloridaHealth Cancer Center, Gainesville, FL, USA
| | - Daniel Kopinke
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
| | - Dorina Avram
- Department of Anatomy and Cell Biology, University of FloridaCollege of Medicine, Gainesville, FL, USA
- University of FloridaHealth Cancer Center, Gainesville, FL, USA
- Immunology Department, Moffitt Cancer Center, Tampa, FL, USA
| | - Olga A. Guryanova
- Department of Pharmacology and Therapeutics, University of FloridaCollege of Medicine, Gainesville, FL, USA
- University of FloridaHealth Cancer Center, Gainesville, FL, USA
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Giudice V, Serio B, Errichiello S, Ferrara I, Galdiero A, Bertolini A, Visconti R, De Novellis D, Guariglia R, Luponio S, Morini D, Della Corte AM, Sessa AM, Verdesca F, Langella M, Izzo B, Selleri C. Subclones with variants of uncertain clinical significance might contribute to ineffective hemopoiesis and leukemia predisposition. Eur J Haematol 2023; 111:729-741. [PMID: 37501402 DOI: 10.1111/ejh.14069] [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: 05/21/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Splicing modifications, genomic instability, and hypomethylation are central mechanisms promoting myelodysplasia and acute myeloid leukemia (AML). In this real-life retrospective study, to elucidate pathophysiology of clonal hemopoiesis in hematological malignancies, we investigated clinical significance of mutations in leukemia-related genes of known pathogenetic significance and of variants of uncertain clinical significance (VUS) in a cohort of patients with MDS and AML. METHODS A total of 59 consecutive subjects diagnosed with MDS, 48 with AML, and 17 with clonal cytopenia with unknown significance were screened for somatic mutations in AML-related genes by next-generation sequencing. RESULTS We showed that TET2, SETBP1, ASXL1, EZH2, RUNX1, SRSF2, DNMT3A, and IDH1/2 were commonly mutated. MDS patients also showed a high genetic complexity, especially for SETBP1. Moreover, the presence of SETBP1 wild-type or two or more simultaneous VUS variants identified a subgroup of AML and MDS patients with better outcome, while the presence of single SETBP1 VUS variant was related to a worse prognosis, regardless TET2 mutational status. CONCLUSIONS In conclusions, we linked both pathogenic and VUS variants in AML-related genes to clonal hematopoiesis; therefore, we proposed to consider those variants as prognostic markers in leukemia and myelodysplasia. However, further studies in larger prospective cohorts are required to validate our results.
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Affiliation(s)
- Valentina Giudice
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
| | - Bianca Serio
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Santa Errichiello
- Department of Molecular Medicine and Medical Biotechnology, CEINGE-Biotecnologie Avanzate, University of Naples "Federico II", Naples, Italy
| | - Idalucia Ferrara
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Alessandra Galdiero
- Department of Molecular Medicine and Medical Biotechnology, CEINGE-Biotecnologie Avanzate, University of Naples "Federico II", Naples, Italy
| | - Angela Bertolini
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Roberta Visconti
- Department of Molecular Medicine and Medical Biotechnology, CEINGE-Biotecnologie Avanzate, University of Naples "Federico II", Naples, Italy
| | - Danilo De Novellis
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
| | - Roberto Guariglia
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Serena Luponio
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Denise Morini
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Anna Maria Della Corte
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Anna Maria Sessa
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Francesco Verdesca
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Maddalena Langella
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
| | - Barbara Izzo
- Department of Molecular Medicine and Medical Biotechnology, CEINGE-Biotecnologie Avanzate, University of Naples "Federico II", Naples, Italy
| | - Carmine Selleri
- Hematology and Transplant Center, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
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Fabiani E, Cristiano A, Hajrullaj H, Falconi G, Leone G, Voso M. Therapy-Related Myeloid Neoplasms: Predisposition and Clonal Evolution. Mediterr J Hematol Infect Dis 2023; 15:e2023064. [PMID: 38028397 PMCID: PMC10631709 DOI: 10.4084/mjhid.2023.064] [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: 09/19/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Therapy-related Myeloid Neoplasm (t-MN) represents one of the worst long-term consequences of cytotoxic therapy for primary tumors and autoimmune disease. Poor survival and refractoriness to current treatment strategies characterize affected patients from a clinical point of view. In our aging societies, where newer therapies and ameliorated cancer management protocols are improving the life expectancy of cancer patients, therapy-related Myeloid Neoplasms are an emerging problem. Although several research groups have contributed to characterizing the main risk factors in t-MN development, the multiplicity of primary tumors, in association with the different therapeutic strategies available and the new drugs in development, make interpreting the current data still complex. The main risk factors involved in t-MN pathogenesis can be subgrouped into patient-specific, inherited, and acquired predispositions. Although t-MN can occur at any age, the risk tends to increase with advancing age, and older patients, characterized by a higher number of comorbidities, are more likely to develop the disease. Thanks to the availability of deep sequencing techniques, germline variants have been reported in 15-20% of t-MN patients, highlighting their role in cancer predisposition. It is becoming increasingly evident that t-MN with driver gene mutations may arise in the background of Clonal Hematopoiesis of Indeterminate Potential (CHIP) under the positive selective pressure of chemo and/or radiation therapies. Although CHIP is generally considered benign, it has been associated with an increased risk of t-MN. In this context, the phenomenon of clonal evolution may be described as a dynamic process of expansion of preexisting clones, with or without acquisition of additional genetic alterations, that, by favoring the proliferation of more aggressive and/or resistant clones, may play a crucial role in the progression from preleukemic states to t-MN.
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Affiliation(s)
- Emiliano Fabiani
- Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
- UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy
| | - A. Cristiano
- Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
| | - H. Hajrullaj
- Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
| | - G. Falconi
- Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
| | - G. Leone
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - M.T. Voso
- Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
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Emon IM, Al-Qazazi R, Rauh MJ, Archer SL. The Role of Clonal Hematopoiesis of Indeterminant Potential and DNA (Cytosine-5)-Methyltransferase Dysregulation in Pulmonary Arterial Hypertension and Other Cardiovascular Diseases. Cells 2023; 12:2528. [PMID: 37947606 PMCID: PMC10650407 DOI: 10.3390/cells12212528] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/12/2023] Open
Abstract
DNA methylation is an epigenetic mechanism that regulates gene expression without altering gene sequences in health and disease. DNA methyltransferases (DNMTs) are enzymes responsible for DNA methylation, and their dysregulation is both a pathogenic mechanism of disease and a therapeutic target. DNMTs change gene expression by methylating CpG islands within exonic and intergenic DNA regions, which typically reduces gene transcription. Initially, mutations in the DNMT genes and pathologic DNMT protein expression were found to cause hematologic diseases, like myeloproliferative disease and acute myeloid leukemia, but recently they have been shown to promote cardiovascular diseases, including coronary artery disease and pulmonary hypertension. We reviewed the regulation and functions of DNMTs, with an emphasis on somatic mutations in DNMT3A, a common cause of clonal hematopoiesis of indeterminant potential (CHIP) that may also be involved in the development of pulmonary arterial hypertension (PAH). Accumulation of somatic mutations in DNMT3A and other CHIP genes in hematopoietic cells and cardiovascular tissues creates an inflammatory environment that promotes cardiopulmonary diseases, even in the absence of hematologic disease. This review summarized the current understanding of the roles of DNMTs in maintenance and de novo methylation that contribute to the pathogenesis of cardiovascular diseases, including PAH.
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Affiliation(s)
- Isaac M. Emon
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
| | - Ruaa Al-Qazazi
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada;
| | - Stephen L. Archer
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
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Xiu NN, Yang XD, Xu J, Ju B, Sun XY, Zhao XC. Leukemic transformation during anti-tuberculosis treatment in aplastic anemia-paroxysmal nocturnal hemoglobinuria syndrome: A case report and review of literature. World J Clin Cases 2023; 11:6908-6919. [PMID: 37901004 PMCID: PMC10600849 DOI: 10.12998/wjcc.v11.i28.6908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 08/18/2023] [Accepted: 09/06/2023] [Indexed: 09/25/2023] Open
Abstract
BACKGROUND Accumulating evidence demonstrates that autoimmune hematopoietic failure and myeloid neoplasms have an intrinsic relationship with regard to clonal hematopoiesis and disease evolution. In approximately 10%-15% of patients with severe aplastic anemia (SAA), the disease phenotype is transformed into myeloid neoplasms following antithymocyte globulin plus cyclosporine-based immunosuppressive therapy. In some of these patients, myeloid neoplasms appear during or shortly after immunosuppressive therapy. Leukemic transformation in SAA patients during anti-tuberculosis treatment has not been reported. CASE SUMMARY A middle-aged Chinese female had a 6-year history of non-SAA and a 2-year history of paroxysmal nocturnal hemoglobinuria (PNH). With aggravation of systemic inflammatory symptoms, severe pancytopenia developed, and her hemoglobinuria disappeared. Laboratory findings in cytological, immunological and cytogenetic analyses of bone marrow samples met the diagnostic criteria for "SAA." Definitive diagnosis of disseminated tuberculosis was made in the search for infectious niches. Remarkable improvement in hematological parameters was achieved within 1 mo of anti-tuberculosis treatment, and complete hematological remission was achieved within 4 mo of treatment. Frustratingly, the hematological response lasted for only 3 mo, and pancytopenia reemerged. At this time, cytological findings (increased bone marrow cellularity and an increased percentage of myeloblasts that accounted for 16.0% of all nucleated hematopoietic cells), immunological findings (increased percentage of cluster of differentiation 34+ cells that accounted for 12.28% of all nucleated hematopoietic cells) and molecular biological findings (identification of somatic mutations in nucleophosmin-1 and casitas B-lineage lymphoma genes) revealed that "SAA" had transformed into acute myeloid leukemia with mutated nucleophosmin-1. The transformation process suggested that the leukemic clones were preexistent but were suppressed in the PNH and SAA stages, as development of symptomatic myeloid neoplasm through acquisition and accumulation of novel oncogenic mutations is unlikely in an interval of only 7 mo. Aggravation of inflammatory stressors due to disseminated tuberculosis likely contributed to the repression of normal and leukemic hematopoiesis, and the relief of inflammatory stressors due to anti-tuberculosis treatment contributed to penetration of neoplastic hematopoiesis. The concealed leukemic clones in the SAA and PNH stages raise the possibility of an inflammatory stress-fueled antileukemic mechanism. CONCLUSION Aggravated inflammatory stressors can repress normal and leukemic hematopoiesis, and relieved inflammatory stressors can facilitate penetration of neoplastic hematopoiesis.
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Affiliation(s)
- Nuan-Nuan Xiu
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
| | - Xiao-Dong Yang
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
| | - Jia Xu
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
| | - Bo Ju
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
| | - Xiao-Yun Sun
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
| | - Xi-Chen Zhao
- Department of Hematology, The Central Hospital of Qingdao West Coast New Area, Qingdao 266555, Shandong Province, China
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38
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van Zeventer IA, de Graaf AO, Jansen JH, Huls G. Evolution of clonal hematopoiesis. Clin Transl Med 2023; 13:e1444. [PMID: 37846136 PMCID: PMC10579999 DOI: 10.1002/ctm2.1444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 10/01/2023] [Indexed: 10/18/2023] Open
Affiliation(s)
- Isabelle A. van Zeventer
- Department of HematologyUniversity Medical Center Groningen, University of GroningenGroningenNetherlands
| | - Aniek O. de Graaf
- Department of Laboratory MedicineLaboratory of HematologyRadboud University Medical CenterNijmegenNetherlands
| | - Joop H. Jansen
- Department of Laboratory MedicineLaboratory of HematologyRadboud University Medical CenterNijmegenNetherlands
| | - Gerwin Huls
- Department of HematologyUniversity Medical Center Groningen, University of GroningenGroningenNetherlands
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Li BE, Li GY, Cai W, Zhu Q, Seruggia D, Fujiwara Y, Vakoc CR, Orkin SH. In vivo CRISPR/Cas9 screening identifies Pbrm1 as a regulator of myeloid leukemia development in mice. Blood Adv 2023; 7:5281-5293. [PMID: 37428871 PMCID: PMC10506108 DOI: 10.1182/bloodadvances.2022009455] [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: 12/01/2022] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/12/2023] Open
Abstract
CRISPR/Cas9 screening approaches are powerful tool for identifying in vivo cancer dependencies. Hematopoietic malignancies are genetically complex disorders in which the sequential acquisition of somatic mutations generates clonal diversity. Over time, additional cooperating mutations may drive disease progression. Using an in vivo pooled gene editing screen of epigenetic factors in primary murine hematopoietic stem and progenitor cells (HSPCs), we sought to uncover unrecognized genes that contribute to leukemia progression. We, first, modeled myeloid leukemia in mice by functionally abrogating both Tet2 and Tet3 in HSPCs, followed by transplantation. We, then, performed pooled CRISPR/Cas9 editing of genes encoding epigenetic factors and identified Pbrm1/Baf180, a subunit of the polybromo BRG1/BRM-associated factor SWItch/Sucrose Non-Fermenting chromatin-remodeling complex, as a negative driver of disease progression. We found that Pbrm1 loss promoted leukemogenesis with a significantly shortened latency. Pbrm1-deficient leukemia cells were less immunogenic and were characterized by attenuated interferon signaling and reduced major histocompatibility complex class II (MHC II) expression. We explored the potential relevance to human leukemia by assessing the involvement of PBRM1 in the control of interferon pathway components and found that PBRM1 binds to the promoters of a subset of these genes, most notably IRF1, which in turn regulates MHC II expression. Our findings revealed a novel role for Pbrm1 in leukemia progression. More generally, CRISPR/Cas9 screening coupled with phenotypic readouts in vivo has helped identify a pathway by which transcriptional control of interferon signaling influences leukemia cell interactions with the immune system.
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Affiliation(s)
- Bin E. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Grace Y. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Wenqing Cai
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Qian Zhu
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Davide Seruggia
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Yuko Fujiwara
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | | | - Stuart H. Orkin
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Chevy Chase, MD
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40
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Zhang G, Tang T, Chen Y, Huang X, Liang T. mRNA vaccines in disease prevention and treatment. Signal Transduct Target Ther 2023; 8:365. [PMID: 37726283 PMCID: PMC10509165 DOI: 10.1038/s41392-023-01579-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 07/01/2023] [Accepted: 07/30/2023] [Indexed: 09/21/2023] Open
Abstract
mRNA vaccines have emerged as highly effective strategies in the prophylaxis and treatment of diseases, thanks largely although not totally to their extraordinary performance in recent years against the worldwide plague COVID-19. The huge superiority of mRNA vaccines regarding their efficacy, safety, and large-scale manufacture encourages pharmaceutical industries and biotechnology companies to expand their application to a diverse array of diseases, despite the nonnegligible problems in design, fabrication, and mode of administration. This review delves into the technical underpinnings of mRNA vaccines, covering mRNA design, synthesis, delivery, and adjuvant technologies. Moreover, this review presents a systematic retrospective analysis in a logical and well-organized manner, shedding light on representative mRNA vaccines employed in various diseases. The scope extends across infectious diseases, cancers, immunological diseases, tissue damages, and rare diseases, showcasing the versatility and potential of mRNA vaccines in diverse therapeutic areas. Furthermore, this review engages in a prospective discussion regarding the current challenge and potential direction for the advancement and utilization of mRNA vaccines. Overall, this comprehensive review serves as a valuable resource for researchers, clinicians, and industry professionals, providing a comprehensive understanding of the technical aspects, historical context, and future prospects of mRNA vaccines in the fight against various diseases.
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Affiliation(s)
- Gang Zhang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, Zhejiang, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 310003, Hangzhou, Zhejiang, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, 310003, Hangzhou, Zhejiang, China
- The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, 310009, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, 310058, Hangzhou, Zhejiang, China
| | - Tianyu Tang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, Zhejiang, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 310003, Hangzhou, Zhejiang, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, 310003, Hangzhou, Zhejiang, China
- The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, 310009, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, 310058, Hangzhou, Zhejiang, China
| | - Yinfeng Chen
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, Zhejiang, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 310003, Hangzhou, Zhejiang, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, 310003, Hangzhou, Zhejiang, China
- The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, 310009, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, 310058, Hangzhou, Zhejiang, China
| | - Xing Huang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, Zhejiang, China.
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 310003, Hangzhou, Zhejiang, China.
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, 310003, Hangzhou, Zhejiang, China.
- The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, 310009, Hangzhou, Zhejiang, China.
- Cancer Center, Zhejiang University, 310058, Hangzhou, Zhejiang, China.
| | - Tingbo Liang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, Zhejiang, China.
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 310003, Hangzhou, Zhejiang, China.
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, 310003, Hangzhou, Zhejiang, China.
- The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, 310009, Hangzhou, Zhejiang, China.
- Cancer Center, Zhejiang University, 310058, Hangzhou, Zhejiang, China.
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Rauch PJ, Gopakumar J, Silver AJ, Nachun D, Ahmad H, McConkey M, Nakao T, Bosse M, Rentz T, Vivanco Gonzalez N, Greenwald NF, McCaffrey EF, Khair Z, Gopakumar M, Rodrigues KB, Lin AE, Sinha E, Fefer M, Cohen DN, Vromman A, Shvartz E, Sukhova G, Bendall S, Angelo M, Libby P, Ebert BL, Jaiswal S. Loss-of-function mutations in Dnmt3a and Tet2 lead to accelerated atherosclerosis and concordant macrophage phenotypes. NATURE CARDIOVASCULAR RESEARCH 2023; 2:805-818. [PMID: 39196062 DOI: 10.1038/s44161-023-00326-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 07/27/2023] [Indexed: 08/29/2024]
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) is defined by the presence of a cancer-associated somatic mutation in white blood cells in the absence of overt hematological malignancy. It arises most commonly from loss-of-function mutations in the epigenetic regulators DNMT3A and TET2. CHIP predisposes to both hematological malignancies and atherosclerotic cardiovascular disease in humans. Here we demonstrate that loss of Dnmt3a in myeloid cells increased murine atherosclerosis to a similar degree as previously seen with loss of Tet2. Loss of Dnmt3a enhanced inflammation in macrophages in vitro and generated a distinct adventitial macrophage population in vivo which merges a resident macrophage profile with an inflammatory cytokine signature. These changes surprisingly phenocopy the effect of loss of Tet2. Our results identify a common pathway promoting heightened innate immune cell activation with loss of either gene, providing a biological basis for the excess atherosclerotic disease burden in carriers of these two most prevalent CHIP mutations.
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Affiliation(s)
- Philipp J Rauch
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
| | | | - Alexander J Silver
- Division of Hematology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Daniel Nachun
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Herra Ahmad
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Marie McConkey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Tetsushi Nakao
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Marc Bosse
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Thiago Rentz
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Noah F Greenwald
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Erin F McCaffrey
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Zumana Khair
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Manu Gopakumar
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA
| | - Kameron B Rodrigues
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Amy E Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Eti Sinha
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Maia Fefer
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Drew N Cohen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amélie Vromman
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Eugenia Shvartz
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Galina Sukhova
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Sean Bendall
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael Angelo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Peter Libby
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Benjamin L Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Howard Hughes Medical Institute, Boston, MA, USA
| | - Siddhartha Jaiswal
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA.
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Jani CT, Ahmed A, Singh H, Mouchati C, Al Omari O, Bhatt PS, Sharma R, Farooq M, Liu W, Shalhoub J, Marshall D, Salciccioli JD, Warner JL, Lam P. Burden of AML, 1990-2019: Estimates From the Global Burden of Disease Study. JCO Glob Oncol 2023; 9:e2300229. [PMID: 37992271 PMCID: PMC10681472 DOI: 10.1200/go.23.00229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 09/17/2023] [Accepted: 10/10/2023] [Indexed: 11/24/2023] Open
Abstract
PURPOSE AML accounts for 80% of acute leukemia in adults. While progress has been made in treating younger patients in the past 2 decades, there has been limited improvement for older patients until recently. This study examines the global and European Union (EU) 15+ trends in AML between 1990 and 2019. METHODS We extracted age-standardized incidence rates (ASIRs), age-standardized death rates (ASMRs), and disability-adjusted life years, stratified by sex from the Global Burden of Disease Study database, and mortality-to-incidence ratio (MIR) were computed. Trends were compared using Joinpoint regression. RESULTS The findings show a global increase in AML incidence for both sexes from 1990 to 2019. In the EU15+ countries, most countries exhibited an increase in ASIR for both sexes. Joinpoint revealed that globally for male patients, ASIR steadily increased until 2010, remained stable until 2015 followed by a decline till 2019. Similar trends were observed in female patients. For ASMR, although there was an increase globally and in most EU15+ countries, there was a statistically significant decrease in mortality rates globally and in the majority of EU15+ countries in recent years. MIR improved in both sexes globally. On age stratification, AML burden was highest among older groups (55 years and older), while the lowest rates were observed in younger than 20 years. CONCLUSION The findings from our study indicate a global rise in AML incidence and mortality in both sexes and decrease in MIR from 1990 to 2019 suggesting a better survival. However, on Joinpoint analysis, there is no change in MIR in women in the past decade and past 4 years in men indicating plateau in survival trends despite recent advances.
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Affiliation(s)
- Chinmay T. Jani
- Sylvester Comprehensive Cancer Center at University of Miami, Miami, FL
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- M.D.R Collaborative Group, London, United Kingdom
| | - Alaaeldin Ahmed
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- M.D.R Collaborative Group, London, United Kingdom
| | - Harpreet Singh
- M.D.R Collaborative Group, London, United Kingdom
- Department of Pulmonary and Critical Care, Medical College of Wisconsin, Milwaukee, WI
| | - Christian Mouchati
- M.D.R Collaborative Group, London, United Kingdom
- Department of Neurology, Cleveland Clinic, Cleveland, OH
| | - Omar Al Omari
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- M.D.R Collaborative Group, London, United Kingdom
- Department of Pulmonary and Critical Care, Temple University, Philadelphia, PA
| | - Padmanabh S. Bhatt
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- M.D.R Collaborative Group, London, United Kingdom
| | - Rajesh Sharma
- Humanities and Social Science, National Institute of Technology Kurukshetra, Haryana, India
| | | | - Weitao Liu
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Joseph Shalhoub
- M.D.R Collaborative Group, London, United Kingdom
- Academic Section of Vascular Surgery, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Dominic Marshall
- M.D.R Collaborative Group, London, United Kingdom
- Critical Care Research Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Justin D. Salciccioli
- Department of Medicine, Harvard Medical School, Boston, MA
- M.D.R Collaborative Group, London, United Kingdom
- Department of Pulmonary and Critical Care, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jeremy L. Warner
- Center for Clinical Cancer Informatics and Data Science, Legorreta Cancer Center, Brown University, Providence, RI
- Lifespan Cancer Institute, Rhode Island Hospital, Providence, RI
| | - Prudence Lam
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Division of Hematology and Oncology, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA
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Ding T, Zhang J, Xu H, Zhang X, Yang F, Shi Y, Bai Y, Yang J, Chen C, Zhang H. In-depth understanding of higher-order genome architecture in orphan cancer. Biochim Biophys Acta Rev Cancer 2023; 1878:188948. [PMID: 37394019 DOI: 10.1016/j.bbcan.2023.188948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 06/27/2023] [Accepted: 06/27/2023] [Indexed: 07/04/2023]
Abstract
The human genome is intertwined, folded, condensed, and gradually constitutes the 3D architecture, thereby affecting transcription and widely involving in tumorigenesis. Incidence and mortality rates for orphan cancers increase due to poor early diagnosis and lack of effective medical treatments, which are now getting attention. In-depth understanding in tumorigenesis has fast-tracked over the last decade, however, the further role and mechanism of 3D genome organization in variant orphan tumorigenesis remains to be fully understood. We summarize for the first time that higher-order genome organization can provide novel insights into the occurrence mechanisms of orphan cancers, and discuss probable future research directions for drug development and anti-tumor therapies.
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Affiliation(s)
- Tianyi Ding
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Jixing Zhang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Haowen Xu
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Xiaoyu Zhang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Fan Yang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Yibing Shi
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Yiran Bai
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Jiaqi Yang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - Chaoqun Chen
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China
| | - He Zhang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Research Center for Stem Cells, School of Life Science and Technology, Tongji University, Shanghai, PR China; Clinical Medical Research Center, Affiliated Hospital of Jinggangshan University, Medical Department of Jinggangshan University, Ji'an, Jiangxi province, PR China; School of Life Science, Jinggangshan University, Ji'an, Jiangxi province, PR China.
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Barbosa K, Deshpande AJ. Therapeutic targeting of leukemia stem cells in acute myeloid leukemia. Front Oncol 2023; 13:1204895. [PMID: 37601659 PMCID: PMC10437214 DOI: 10.3389/fonc.2023.1204895] [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: 04/12/2023] [Accepted: 07/17/2023] [Indexed: 08/22/2023] Open
Abstract
One of the distinguishing properties of hematopoietic stem cells is their ability to self-renew. Since self-renewal is important for the continuous replenishment of the hematopoietic stem cell pool, this property is often hijacked in blood cancers. Acute myeloid leukemia (AML) is believed to be arranged in a hierarchy, with self-renewing leukemia stem cells (LSCs) giving rise to the bulk tumor. Some of the earliest characterizations of LSCs were made in seminal studies that assessed the ability of prospectively isolated candidate AML stem cells to repopulate the entire heterogeneity of the tumor in mice. Further studies indicated that LSCs may be responsible for chemotherapy resistance and therefore act as a reservoir for secondary disease and leukemia relapse. In recent years, a number of studies have helped illuminate the complexity of clonality in bone marrow pathologies, including leukemias. Many features distinguishing LSCs from normal hematopoietic stem cells have been identified, and these studies have opened up diverse avenues for targeting LSCs, with an impact on the clinical management of AML patients. This review will discuss the role of self-renewal in AML and its implications, distinguishing characteristics between normal and leukemia stem cells, and opportunities for therapeutic targeting of AML LSCs.
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Affiliation(s)
- Karina Barbosa
- Tumor Initiation and Maintenance Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, United States
| | - Aniruddha J. Deshpande
- Tumor Initiation and Maintenance Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, United States
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45
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Yu C, Sheng Y, Yu F, Ni H, Qiu A, Huang Y, Qian Z. Foxm1 haploinsufficiency drives clonal hematopoiesis and promotes a stress-related transition to hematologic malignancy in mice. J Clin Invest 2023; 133:e163911. [PMID: 37526082 PMCID: PMC10378147 DOI: 10.1172/jci163911] [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: 07/27/2022] [Accepted: 06/15/2023] [Indexed: 08/02/2023] Open
Abstract
Clonal hematopoiesis plays a critical role in the initiation and development of hematologic malignancies. In patients with del(5q) myelodysplastic syndrome (MDS), the transcription factor FOXM1 is frequently downregulated in CD34+ cells. In this study, we demonstrated that Foxm1 haploinsufficiency disturbed normal hematopoiesis and conferred a competitive repopulation advantage for a short period. However, it impaired the long-term self-renewal capacity of hematopoietic stem cells, recapitulating the phenotypes of abnormal hematopoietic stem cells observed in patients with MDS. Moreover, heterozygous inactivation of Foxm1 led to an increase in DNA damage in hematopoietic stem/progenitor cells (HSPCs). Foxm1 haploinsufficiency induced hematopoietic dysplasia in a mouse model with LPS-induced chronic inflammation and accelerated AML-ETO9a-mediated leukemogenesis. We have also identified Parp1, an important enzyme that responds to various types of DNA damage, as a target of Foxm1. Foxm1 haploinsufficiency decreased the ability of HSPCs to efficiently repair DNA damage by downregulating Parp1 expression. Our findings suggest that the downregulation of the Foxm1-Parp1 molecular axis may promote clonal hematopoiesis and reduce genome stability, contributing to del(5q) MDS pathogenesis.
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Affiliation(s)
- Chunjie Yu
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, Florida, USA
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida, USA
| | - Yue Sheng
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, Florida, USA
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida, USA
- Department of Hematology, Second Xiangya Hospital, Changsha, Hunan, China
| | - Fang Yu
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, Florida, USA
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida, USA
| | - Hongyu Ni
- Department of Pathology, Cedars Sinai Medical Center, Los Angeles, California, USA
| | - Alan Qiu
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, Florida, USA
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida, USA
| | - Yong Huang
- Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Zhijian Qian
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, Florida, USA
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida, USA
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Marion W, Koppe T, Chen CC, Wang D, Frenis K, Fierstein S, Sensharma P, Aumais O, Peters M, Ruiz-Torres S, Chihanga T, Boettcher S, Shimamura A, Bauer DE, Schlaeger T, Wells SI, Ebert BL, Starczynowski D, da Rocha EL, Rowe RG. RUNX1 mutations mitigate quiescence to promote transformation of hematopoietic progenitors in Fanconi anemia. Leukemia 2023; 37:1698-1708. [PMID: 37391485 PMCID: PMC11009868 DOI: 10.1038/s41375-023-01945-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/25/2023] [Accepted: 06/13/2023] [Indexed: 07/02/2023]
Abstract
Many inherited bone marrow failure syndromes (IBMFSs) present a high risk of transformation to myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML). During transformation of IBMFSs, hematopoietic stem and progenitor cells (HSPCs) with poor fitness gain ectopic, dysregulated self-renewal secondary to somatic mutations via undefined mechanisms. Here, in the context of the prototypical IBMFS Fanconi anemia (FA), we performed multiplexed gene editing of mutational hotspots in MDS-associated genes in human induced pluripotent stem cells (iPSCs) followed by hematopoietic differentiation. We observed aberrant self-renewal and impaired differentiation of HSPCs with enrichment of RUNX1 insertions and deletions (indels), generating a model of IBMFS-associated MDS. We observed that compared to the failure state, FA MDS cells show mutant RUNX1-mediated blunting of the G1/S cell cycle checkpoint that is normally activated in FA in response to DNA damage. RUNX1 indels also lead to activation of innate immune signaling, which stabilizes the homologous recombination (HR) effector BRCA1, and this pathway can be targeted to abrogate viability and restore sensitivity to genotoxins in FA MDS. Together, these studies develop a paradigm for modeling clonal evolution in IBMFSs, provide basic understanding of the pathogenesis of MDS, and uncover a therapeutic target in FA-associated MDS.
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Affiliation(s)
- William Marion
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Tiago Koppe
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Chun-Chin Chen
- Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Dahai Wang
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Katie Frenis
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Sara Fierstein
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Prerana Sensharma
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA
| | - Olivia Aumais
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Michael Peters
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
| | | | | | - Steffen Boettcher
- Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology and Hematology, University of Zurich and University Hospital of Zurich, Zurich, Switzerland
| | - Akiko Shimamura
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Daniel E Bauer
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Susanne I Wells
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Benjamin L Ebert
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Boston, MA, USA
| | - Daniel Starczynowski
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- University of Cincinnati Cancer Center, Cincinnati, OH, USA
| | | | - R Grant Rowe
- Department of Hematology-Oncology, Boston Children's Hospital, Boston, MA, USA.
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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Doulatov S. iPSC Models of Leukemia Come of Age. Blood Cancer Discov 2023; 4:252-253. [PMID: 37067903 PMCID: PMC10320630 DOI: 10.1158/2643-3230.bcd-23-0041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 04/06/2023] [Indexed: 04/18/2023] Open
Abstract
SUMMARY In this issue of Blood Cancer Discovery, Kotini and colleagues present a strategy for large-scale reprogramming of primary human acute myeloid leukemias (AML) to induced pluripotent stem cell (iPSC). They show that the hematopoietic differentiation of AML iPSCs gives rise to transplantable leukemias with remarkable molecular similarity to the original patients' AML, providing new models and insights into the disease. See related article by Kotini et al., p. 318 (7) .
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Affiliation(s)
- Sergei Doulatov
- Division of Hematology, Department of Medicine, University of Washington, Seattle, Washington
- Department of Genome Sciences, University of Washington, Seattle, Washington
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington
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Valent P, Sadovnik I, Peter B, Ivanov D, Schulenburg A, Hadzijusufovic E, Willmann M, Rülicke T, Herrmann H, Rabitsch W, Karlic H, Gleixner KV, Sperr WR, Hoermann G, Dahlhoff M, Pfeilstöcker M, Keil F, Lion T, Grunt TW. Vienna Cancer Stem Cell Club (VCSCC): 20 year jubilee and future perspectives. Expert Rev Hematol 2023; 16:659-670. [PMID: 37493441 DOI: 10.1080/17474086.2023.2232545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/29/2023] [Indexed: 07/27/2023]
Abstract
INTRODUCTION The Vienna Cancer Stem Cell Club (VCSCC) was launched by a group of scientists in Vienna in 2002. AREAS COVERED Major aims of the VCSCC are to support research on cancer stem cells (CSC) in hematopoietic malignancies and to translate CSC-related markers and targets into clinical application. A primary focus of research in the VCSCC is the leukemic stem cell (LSC). Between 2013 and 2021, members of the VCSCC established a special research program on myeloproliferative neoplasms and since 2008, members of the VCSCC run the Ludwig Boltzmann Institute for Hematology and Oncology. In all these years, the VCSCC provided a robust intellectual platform for translational hematology and LSC research in Vienna. Furthermore, the VCSCC interacts with several national and international study groups and societies in the field. Representatives of the VCSCC also organized a number of international meetings and conferences on neoplastic stem cells, including LSC, in the past 15 years, and contributed to the definition and classification of CSC/LSC and related pre-malignant and malignant conditions. EXPERT OPINION The VCSCC will continue to advance the field and to develop LSC-detecting and LSC-eradicating concepts through which diagnosis, prognostication, and therapy of blood cancer patients should improve.
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Affiliation(s)
- Peter Valent
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
| | - Irina Sadovnik
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
| | - Barbara Peter
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
| | - Daniel Ivanov
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
| | - Axel Schulenburg
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Stem Cell Transplantation Unit, Medical University of Vienna, Vienna, Austria
| | - Emir Hadzijusufovic
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
- Department for Companion Animals and Horses, University Clinic for Small Animals, Internal Medicine Small Animals, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Michael Willmann
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department for Companion Animals and Horses, University Clinic for Small Animals, Internal Medicine Small Animals, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Thomas Rülicke
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Institute of in vivo and in vitro Models, Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Harald Herrmann
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Radiation Oncology, Medical University of Vienna, Vienna, Austria
| | - Werner Rabitsch
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Stem Cell Transplantation Unit, Medical University of Vienna, Vienna, Austria
| | - Heidrun Karlic
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
| | - Karoline V Gleixner
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
| | - Wolfgang R Sperr
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
| | - Gregor Hoermann
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- MLL Munich Leukemia Laboratory, Munich, Germany
| | - Maik Dahlhoff
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Institute of in vivo and in vitro Models, Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Michael Pfeilstöcker
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Third Medical Department for Hematology and Oncology, Hanusch Hospital, Vienna, Austria
| | - Felix Keil
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Third Medical Department for Hematology and Oncology, Hanusch Hospital, Vienna, Austria
| | - Thomas Lion
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- St.Anna Children´s Cancer Research Institute (CCRI), Vienna, Austria
| | - Thomas W Grunt
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Division of Clinical Oncology, Medical University of Vienna, Vienna, Austria
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Ajufo HO, Waksal JA, Mascarenhas JO, Rampal RK. Treating accelerated and blast phase myeloproliferative neoplasms: progress and challenges. Ther Adv Hematol 2023; 14:20406207231177282. [PMID: 37564898 PMCID: PMC10410182 DOI: 10.1177/20406207231177282] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 05/03/2023] [Indexed: 08/12/2023] Open
Abstract
Myeloproliferative neoplasms (MPNs) are a group of clonal hematologic malignancies that include polycythemia vera (PV), essential thrombocythemia (ET), and myelofibrosis (MF). MPNs are characterized by activating mutations in the JAK/STAT pathway and an increased risk of transformation to an aggressive form of acute leukemia, termed MPN-blast phase (MPN-BP). MPN-BP is characterized by the presence of ⩾20% blasts in the blood or bone marrow and is almost always preceded by an accelerated phase (MPN-AP) defined as ⩾10-19% blasts in the blood or bone marrow. These advanced forms of disease are associated with poor prognosis with a median overall survival (mOS) of 3-5 months in MPN-BP and 13 months in MPN-AP. MPN-AP/BP has a unique molecular landscape characterized by increased intratumoral complexity. Standard therapies used in de novo acute myeloid leukemia (AML) have not demonstrated improvement in OS. Allogeneic hematopoietic stem cell transplant (HSCT) remains the only curative therapy but is associated with significant morbidity and mortality and infrequently utilized in clinical practice. Therefore, an urgent unmet need persists for effective therapies in this advanced phase patient population. Here, we review the current management and future directions of therapy in MPN-AP/BP.
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Affiliation(s)
- Helen O. Ajufo
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julian A. Waksal
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John O. Mascarenhas
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1079, New York, NY 10029, USA
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Sherwood K, Ward JC, Soriano I, Martin L, Campbell A, Rahbari R, Kafetzopoulos I, Sproul D, Green A, Sampson JR, Donaldson A, Ong KR, Heinimann K, Nielsen M, Thomas H, Latchford A, Palles C, Tomlinson I. Germline de novo mutations in families with Mendelian cancer syndromes caused by defects in DNA repair. Nat Commun 2023; 14:3636. [PMID: 37336879 PMCID: PMC10279637 DOI: 10.1038/s41467-023-39248-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 05/31/2023] [Indexed: 06/21/2023] Open
Abstract
DNA repair defects underlie many cancer syndromes. We tested whether de novo germline mutations (DNMs) are increased in families with germline defects in polymerase proofreading or base excision repair. A parent with a single germline POLE or POLD1 mutation, or biallelic MUTYH mutations, had 3-4 fold increased DNMs over sex-matched controls. POLE had the largest effect. The DNMs carried mutational signatures of the appropriate DNA repair deficiency. No DNM increase occurred in offspring of MUTYH heterozygous parents. Parental DNA repair defects caused about 20-150 DNMs per child, additional to the ~60 found in controls, but almost all extra DNMs occurred in non-coding regions. No increase in post-zygotic mutations was detected, excepting a child with bi-allelic MUTYH mutations who was excluded from the main analysis; she had received chemotherapy and may have undergone oligoclonal haematopoiesis. Inherited DNA repair defects associated with base pair-level mutations increase DNMs, but phenotypic consequences appear unlikely.
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Affiliation(s)
- Kitty Sherwood
- Cancer Research UK Edinburgh Centre and MRC Human Genetics Unit, Institute of Genomics and Cancer, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Joseph C Ward
- Dept of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, OX3 7DQ, UK
| | - Ignacio Soriano
- Dept of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, OX3 7DQ, UK
| | - Lynn Martin
- Institute of Cancer and Genomic Sciences, University of Birmingham Medical School, Vincent Drive, Edgbaston, Birmingham, B15 2JJ, UK
| | - Archie Campbell
- Centre for Genetics and Experimental Medicine, Institute of Genetics and Cancer, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Raheleh Rahbari
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Ioannis Kafetzopoulos
- Cancer Research UK Edinburgh Centre and MRC Human Genetics Unit, Institute of Genomics and Cancer, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Duncan Sproul
- Cancer Research UK Edinburgh Centre and MRC Human Genetics Unit, Institute of Genomics and Cancer, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Andrew Green
- Department of Clinical Genetics, Children's Health Ireland and School of Medicine University College, Dublin, Ireland
| | - Julian R Sampson
- Institute of Medical Genetics, Division of Cancer and Genetics, Cardiff University School of Medicine, Cardiff, UK
| | - Alan Donaldson
- Bristol Regional Clinical Genetics Service, St Michael's Hospital, Southwell Street, Bristol, BS2 8EG, UK
| | - Kai-Ren Ong
- West Midlands Regional Genetics Service, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Karl Heinimann
- Institute for Medical Genetics and Pathology, University Hospital Basel, Basel, BS, Switzerland
| | - Maartje Nielsen
- Department of Clinical Genetics, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands
| | - Huw Thomas
- St Mark's Hospital, Watford Road, Harrow, HA1 3UJ, UK
| | | | - Claire Palles
- Institute of Cancer and Genomic Sciences, University of Birmingham Medical School, Vincent Drive, Edgbaston, Birmingham, B15 2JJ, UK.
| | - Ian Tomlinson
- Dept of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, OX3 7DQ, UK.
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