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Dependence of human cell survival and proliferation on the CASP3 prodomain. Cell Death Discov 2024; 10:63. [PMID: 38321033 PMCID: PMC10847432 DOI: 10.1038/s41420-024-01826-6] [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: 11/03/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 02/08/2024] Open
Abstract
Mechanisms that regulate cell survival and proliferation are important for both the development and homeostasis of normal tissue, and as well as for the emergence and expansion of malignant cell populations. Caspase-3 (CASP3) has long been recognized for its proteolytic role in orchestrating cell death-initiated pathways and related processes; however, whether CASP3 has other functions in mammalian cells that do not depend on its known catalytic activity have remained unknown. To investigate this possibility, we examined the biological and molecular consequences of reducing CASP3 levels in normal and transformed human cells using lentiviral-mediated short hairpin-based knockdown experiments in combination with approaches designed to test the potential rescue capability of different components of the CASP3 protein. The results showed that a ≥50% reduction in CASP3 levels rapidly and consistently arrested cell cycle progression and survival in all cell types tested. Mass spectrometry-based proteomic analyses and more specific flow cytometric measurements strongly implicated CASP3 as playing an essential role in regulating intracellular protein aggregate clearance. Intriguingly, the rescue experiments utilizing different forms of the CASP3 protein showed its prosurvival function and effective removal of protein aggregates did not require its well-known catalytic capability, and pinpointed the N-terminal prodomain of CASP3 as the exclusive component needed in a diversity of human cell types. These findings identify a new mechanism that regulates human cell survival and proliferation and thus expands the complexity of how these processes can be controlled. The graphical abstract illustrates the critical role of CASP3 for sustained proliferation and survival of human cells through the clearance of protein aggregates.
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Identification of multivariable microRNA and clinical biomarker panels to predict imatinib response in chronic myeloid leukemia at diagnosis. Leukemia 2023; 37:2426-2435. [PMID: 37848633 DOI: 10.1038/s41375-023-02062-0] [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: 08/21/2023] [Revised: 09/21/2023] [Accepted: 10/05/2023] [Indexed: 10/19/2023]
Abstract
Imatinib Mesylate (imatinib) was once hailed as the magic bullet for chronic myeloid leukemia (CML) and remains a front-line therapy for CML to this day alongside other tyrosine kinase inhibitors (TKIs). However, TKI treatments are rarely curative and patients are often required to receive life-long treatment or otherwise risk relapse. Thus, there is a growing interest in identifying biomarkers in patients which can predict TKI response upon diagnosis. In this study, we analyze clinical data and differentially expressed miRNAs in CD34+ CML cells from 80 patients at diagnosis who were later classified as imatinib-responders or imatinib-nonresponders. A Cox Proportional Hazard (CoxPH) analysis identified 16 miRNAs that were associated with imatinib nonresponse and differentially expressed in these patients. We also trained a machine learning model with different combinations of the 16 miRNAs with and without clinical parameters and identified a panel with high predictive performance based on area-under-curve values of receiver-operating-characteristic and precision-recall curves. Interestingly, the multivariable panel consisting of both miRNAs and clinical features performed better than either miRNA or clinical panels alone. Thus, our findings may inform future studies on predictive biomarkers and serve as a tool to develop more optimized treatment plans for CML patients in the clinic.
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Cord blood-derived V δ2 + and V δ2 - T cells acquire differential cell state compositions upon in vitro expansion. SCIENCE ADVANCES 2023; 9:eadf3120. [PMID: 37327346 PMCID: PMC10275585 DOI: 10.1126/sciadv.adf3120] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 05/10/2023] [Indexed: 06/18/2023]
Abstract
Human cord blood-derived γδ T cells (CBγδ) display a highly diverse TCRγδ repertoire and have a unique subtype composition different from fetal or adult peripheral blood counterparts. We expanded CBγδ in vitro using an irradiated Epstein-Barr virus-transformed feeder cell-based modified rapid expansion protocol (REP). Single-cell RNA sequencing tracked progressive differentiation of naïve CBγδ into cells expressing neoantigen-reactive tumor-infiltrating lymphocyte as well as tissue-resident memory precursor-like and antigen-presenting cell-like gene signatures. TCRγδ clonal tracing revealed a bias toward cytotoxic effector differentiation in a much larger proportion of Vδ2- clones compared to Vδ2+ clones, resulting in the former being more cytotoxic at the population level. These clonotype-specific differentiation dynamics were not restricted to REP and were recapitulated upon secondary nonviral antigen stimulations. Thus, our data showed intrinsic cellular differences between major subtypes of human γδ T cells already in operation at early postnatal stage and highlighted key areas of consideration in optimizing cell manufacturing processes.
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Polycomb contraction differentially regulates terminal human hematopoietic differentiation programs. BMC Biol 2022; 20:104. [PMID: 35550087 PMCID: PMC9102747 DOI: 10.1186/s12915-022-01315-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 04/28/2022] [Indexed: 12/05/2022] Open
Abstract
Background Lifelong production of the many types of mature blood cells from less differentiated progenitors is a hierarchically ordered process that spans multiple cell divisions. The nature and timing of the molecular events required to integrate the environmental signals, transcription factor activity, epigenetic modifications, and changes in gene expression involved are thus complex and still poorly understood. To address this gap, we generated comprehensive reference epigenomes of 8 phenotypically defined subsets of normal human cord blood. Results We describe a striking contraction of H3K27me3 density in differentiated myelo-erythroid cells that resembles a punctate pattern previously ascribed to pluripotent embryonic stem cells. Phenotypically distinct progenitor cell types display a nearly identical repressive H3K27me3 signature characterized by large organized chromatin K27-modification domains that are retained by mature lymphoid cells but lost in terminally differentiated monocytes and erythroblasts. We demonstrate that inhibition of polycomb group members predicted to control large organized chromatin K27-modification domains influences lymphoid and myeloid fate decisions of primary neonatal hematopoietic progenitors in vitro. We further show that a majority of active enhancers appear in early progenitors, a subset of which are DNA hypermethylated and become hypomethylated and induced during terminal differentiation. Conclusion Primitive human hematopoietic cells display a unique repressive H3K27me3 signature that is retained by mature lymphoid cells but is lost in monocytes and erythroblasts. Intervention data implicate that control of this chromatin state change is a requisite part of the process whereby normal human hematopoietic progenitor cells make lymphoid and myeloid fate decisions. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-022-01315-1.
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Paradoxical roles of caspase-3 in regulating cell survival, proliferation, and tumorigenesis. J Cell Biol 2022; 221:213213. [PMID: 35551578 PMCID: PMC9106709 DOI: 10.1083/jcb.202201159] [Citation(s) in RCA: 71] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 04/11/2022] [Accepted: 04/18/2022] [Indexed: 11/22/2022] Open
Abstract
Caspase-3 is a widely expressed member of a conserved family of proteins, generally recognized for their activated proteolytic roles in the execution of apoptosis in cells responding to specific extrinsic or intrinsic inducers of this mode of cell death. However, accumulating evidence indicates that caspase-3 also plays key roles in regulating the growth and homeostatic maintenance of both normal and malignant cells and tissues in multicellular organisms. Given that yeast possess an ancestral caspase-like gene suggests that the caspase-3 protein may have acquired different functions later during evolution to better meet the needs of more complex multicellular organisms, but without necessarily losing all of the functions of its ancestral yeast precursor. This review provides an update on what has been learned about these interesting dichotomous roles of caspase-3, their evolution, and their potential relevance to malignant as well as normal cell biology.
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Pathogenic BRCA1 variants disrupt PLK1-regulation of mitotic spindle orientation. Nat Commun 2022; 13:2200. [PMID: 35459234 PMCID: PMC9033786 DOI: 10.1038/s41467-022-29885-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 04/04/2022] [Indexed: 11/09/2022] Open
Abstract
Preneoplastic mammary tissues from human female BRCA1 mutation carriers, or Brca1-mutant mice, display unexplained abnormalities in luminal differentiation. We now study the division characteristics of human mammary cells purified from female BRCA1 mutation carriers or non-carrier donors. We show primary BRCA1 mutant/+ cells exhibit defective BRCA1 localization, high radiosensitivity and an accelerated entry into cell division, but fail to orient their cell division axis. We also analyse 15 genetically-edited BRCA1 mutant/+ human mammary cell-lines and find that cells carrying pathogenic BRCA1 mutations acquire an analogous defect in their division axis accompanied by deficient expression of features of mature luminal cells. Importantly, these alterations are independent of accumulated DNA damage, and specifically dependent on elevated PLK1 activity induced by reduced BRCA1 function. This essential PLK1-mediated role of BRCA1 in controlling the cell division axis provides insight into the phenotypes expressed during BRCA1 tumorigenesis.
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Abstract 1949: Caspase 3 plays a requisite role in regulating survival of human breast cancer cells. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-1949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Caspase-3 has long been recognized for its key role as a protease that mediates the degradation of cellular components during the late stages of apoptosis. However, there is also a growing body of evidence that caspase-3 has essential intrinsic functions in regulating normal and malignant cell properties that are distinct from its apoptotic functions. In a previous study, we showed that a readily detectable but low proportion of freshly isolated normal human mammary cells with a luminal phenotype and a capacity to divide in vitro display a reversible expression of activated caspase-3, and subsequently it was found that suppression of caspase-3 expression in the MDA-MB-231 human breast cancer cell line contributes to its radiation-induced loss of proliferative activity in vitro. To further investigate the role of caspase-3 in normal and malignant human mammary cells, we constructed shRNA-caspase-3 and control lentiviral vectors to examine the effect of decreasing caspase-3 expression (2-fold determined by Western blot) in normal and transformed human mammary cell types. Knockdown (KD) of caspase-3 expression in 2 breast cancer cell lines (MDA-MB-231 and MCF7 cells) showed that caspase-3 KD suppressed their growth in vitro 5-fold within 8 days and inhibited formation of tumors in highly immunodeficient (NRG) adult female mice transplanted subcutaneously with shCaspase-3-transduced cells in contrast to controls in which 1cm diameter tumors appeared within 6 weeks. The shCaspase-3-transduced cells also showed a complete loss of lung metastasizing activity in intravenously injected mice. A similar anti-tumorigenic effect was also obtained in freshly isolated normal human mammary cells that were co-transduced with the shCaspase-3 vector as well as KRASG12D which otherwise causes the normal cells to produce invasive ductal carcinomas in subcutaneously transplanted immunodeficient mice. Annex V and propidium iodide staining of single-cell, as well as bulk cultures of the MDA-MB-231cells, showed that Caspase-3 is required for their survival as well as their growth. Surprisingly, initial parallel experiments with purified basal and luminal progenitor subsets of normal human mammary cells and the immortalized but non-tumorigenic MCF-10A cell line also indicates a significant suppression of cell growth in vitro within 10 days. These findings highlight the multiplicity of pro- as well as anti-survival activities that Caspase-3 exerts on normal and malignant human mammary cells raising important considerations of any therapy designed to augment their activity.
Keywords: Breast cancer, Caspase-3, Cell survival
Citation Format: Ebrahim Eskandari, Connie J. Eaves, Susanna Tan. Caspase 3 plays a requisite role in regulating survival of human breast cancer cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1949.
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Abstract
Cancer metabolism adapts the metabolic network of its tissue of origin. However, breast cancer is not a disease of a single origin. Multiple epithelial populations serve as the culprit cell of origin for specific breast cancer subtypes, yet our knowledge of the metabolic network of normal mammary epithelial cells is limited. Using a multi-omic approach, here we identify the diverse metabolic programmes operating in normal mammary populations. The proteomes of basal, luminal progenitor and mature luminal cell populations revealed enrichment of glycolysis in basal cells and of oxidative phosphorylation in luminal progenitors. Single-cell transcriptomes corroborated lineage-specific metabolic identities and additional intra-lineage heterogeneity. Mitochondrial form and function differed across lineages, with clonogenicity correlating with mitochondrial activity. Targeting oxidative phosphorylation and glycolysis with inhibitors exposed lineage-rooted metabolic vulnerabilities of mammary progenitors. Bioinformatics indicated breast cancer subtypes retain metabolic features of their putative cell of origin. Thus, lineage-rooted metabolic identities of normal mammary cells may underlie breast cancer metabolic heterogeneity and targeting these vulnerabilities could advance breast cancer therapy.
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Epigenetic and functional changes imposed by NUP98-HOXA9 in a genetically engineered model of chronic myeloid leukemia progression. Haematologica 2021; 106:881-885. [PMID: 32499242 PMCID: PMC7927998 DOI: 10.3324/haematol.2020.249243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Indexed: 12/04/2022] Open
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Cancer Stem Cells: Notes for Authors. Stem Cell Reports 2021; 14:167-168. [PMID: 32049060 PMCID: PMC7013247 DOI: 10.1016/j.stemcr.2020.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Stem Cell Reports frequently receives manuscripts dealing with the topic of cancer stem cells. Many of the submissions on this topic have major shortcomings in their content or limits to the conclusions that can be drawn from the results presented. The purpose of this Commentary is to highlight some of the underlying issues so that authors can enhance the strength of their research contributions.
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MYC-induced human acute myeloid leukemia requires a continuing IL-3/GM-CSF costimulus. Blood 2020; 136:2764-2773. [PMID: 33301029 DOI: 10.1182/blood.2020006374] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/10/2020] [Indexed: 11/20/2022] Open
Abstract
Hematopoietic clones with leukemogenic mutations arise in healthy people as they age, but progression to acute myeloid leukemia (AML) is rare. Recent evidence suggests that the microenvironment may play an important role in modulating human AML population dynamics. To investigate this concept further, we examined the combined and separate effects of an oncogene (c-MYC) and exposure to interleukin-3 (IL-3), granulocyte-macrophage colony-stimulating factor (GM-CSF), and stem cell factor (SCF) on the experimental genesis of a human AML in xenografted immunodeficient mice. Initial experiments showed that normal human CD34+ blood cells transduced with a lentiviral MYC vector and then transplanted into immunodeficient mice produced a hierarchically organized, rapidly fatal, and serially transplantable blast population, phenotypically and transcriptionally similar to human AML cells, but only in mice producing IL-3, GM-CSF, and SCF transgenically or in regular mice in which the cells were exposed to IL-3 or GM-CSF delivered using a cotransduction strategy. In their absence, the MYC+ human cells produced a normal repertoire of lymphoid and myeloid progeny in transplanted mice for many months, but, on transfer to secondary mice producing the human cytokines, the MYC+ cells rapidly generated AML. Indistinguishable diseases were also obtained efficiently from both primitive (CD34+CD38-) and late granulocyte-macrophage progenitor (GMP) cells. These findings underscore the critical role that these cytokines can play in activating a malignant state in normally differentiating human hematopoietic cells in which MYC expression has been deregulated. They also introduce a robust experimental model of human leukemogenesis to further elucidate key mechanisms involved and test strategies to suppress them.
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Single-cell analysis of autophagy activity in normal and de novo transformed human mammary cells. Sci Rep 2020; 10:20266. [PMID: 33219251 PMCID: PMC7679376 DOI: 10.1038/s41598-020-77347-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 10/07/2020] [Indexed: 12/19/2022] Open
Abstract
Assessment of autophagy activity has historically been limited to investigations of fixed tissue or bulk cell populations. To address questions of heterogeneity and relate measurements to functional properties of viable cells isolated from primary tissue, we created a lentiviral (RFP-GFP-MAP1LC3B) vector that allows the autophagosome and autolysosome content of transduced cells to be monitored at the single-cell level. Use of this strategy to analyze purified subsets of normal human mammary cells showed that both the luminal progenitor-containing (LP) subset and the basal cells (BCs) display highly variable but overall similar autophagic flux activity despite differences suggested by measurements of the proteins responsible (i.e., LC3B, ATG7 and BECLIN1) in bulk lysates. Autophagosome content was also highly variable in the clonogenic cells within both the LPs and BCs, but the proliferative response of the BCs was more sensitive to autophagy inhibition. In addition, use of this vector showed cells with the lowest autophagosome content elicited the fastest tumor growth in 2 different models of human mammary tumorigenesis. These results illustrate the utility of this vector to define differences in the autophagy properties of individual cells in primary tissue and couple these with their responses to proliferative and oncogenic stimuli.
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A high-content cytokine screen identifies myostatin propeptide as a positive regulator of primitive chronic myeloid leukemia cells. Haematologica 2020; 105:2095-2104. [PMID: 31582541 PMCID: PMC7395258 DOI: 10.3324/haematol.2019.220434] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 09/26/2019] [Indexed: 12/30/2022] Open
Abstract
Aberrantly expressed cytokines in the bone marrow (BM) niche are increasingly recognized as critical mediators of survival and expansion of leukemic stem cells. To identify regulators of primitive chronic myeloid leukemia (CML) cells, we performed a high-content cytokine screen using primary CD34+ CD38low chronic phase CML cells. Out of the 313 unique human cytokines evaluated, 11 were found to expand cell numbers ≥2-fold in a 7-day culture. Focusing on novel positive regulators of primitive CML cells, the myostatin antagonist myostatin propeptide gave the largest increase in cell expansion and was chosen for further studies. Herein, we demonstrate that myostatin propeptide expands primitive CML and normal BM cells, as shown by increased colony-forming capacity. For primary CML samples, retention of CD34-expression was also seen after culture. Furthermore, we show expression of MSTN by CML mesenchymal stromal cells, and that myostatin propeptide has a direct and instant effect on CML cells, independent of myostatin, by demonstrating binding of myostatin propeptide to the cell surface and increased phosphorylation of STAT5 and SMAD2/3. In summary, we identify myostatin propeptide as a novel positive regulator of primitive CML cells and corresponding normal hematopoietic cells.
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Integrin-Linked Kinase Mediates Therapeutic Resistance of Quiescent CML Stem Cells to Tyrosine Kinase Inhibitors. Cell Stem Cell 2020; 27:110-124.e9. [DOI: 10.1016/j.stem.2020.04.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 02/25/2020] [Accepted: 04/13/2020] [Indexed: 12/24/2022]
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Age-correlated protein and transcript expression in breast cancer and normal breast tissues is dominated by host endocrine effects. ACTA ACUST UNITED AC 2020; 1:518-532. [DOI: 10.1038/s43018-020-0060-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 03/23/2020] [Indexed: 02/07/2023]
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16
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Response to Comment on "PP2A inhibition sensitizes cancer stem cells to ABL tyrosine kinase inhibitors in BCR-ABL + human leukemia". Sci Transl Med 2020; 11:11/501/eaav0819. [PMID: 31316004 DOI: 10.1126/scitranslmed.aav0819] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Accepted: 06/18/2019] [Indexed: 01/06/2023]
Abstract
LB100 sensitizes resistant chronic phase CML stem and progenitor cells to TKIs and spares healthy bone marrow cells.
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Clonal origin in normal adults of all blood lineages and circulating hematopoietic stem cells. Exp Hematol 2020; 83:25-34.e2. [PMID: 32007476 DOI: 10.1016/j.exphem.2020.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/14/2020] [Accepted: 01/16/2020] [Indexed: 12/23/2022]
Abstract
Characterization of human cells that sustain blood cell production lifelong has historically been inferred from phenotypically defined subsets of cells assayed in vitro, in transplanted immunodeficient mice, or in patients transplanted with genetically marked cells. These approaches have led to the concept of a persistent complex hierarchical process of differentiation divisions originating from a rare population of CD34+CD38-CD45RA-CD90+CD49f+ cells with an average self-renewal potential of >0.5 and an ability to produce some or all blood cell types for >1 year. However, the role of these "49f" cells in the unperturbed adult has remained poorly understood. To address this gap, somatic single-nucleotide polymorphisms (SNVs) have recently been exploited as lineage tracing markers to enumerate and characterize active hematopoietic clones in normal adults using a capture and recapture approach. We show here that the use of somatic transversions to identify somatically acquired variant alleles enabled their detection in bulk populations at frequencies of approximately 1 in 80,000 cells. We then applied this method to blood cells isolated from two normal adults (aged 31 and 53 years) over a 1- to 3-year period. The results revealed in both donors a continued clonal output of both T- and B-lymphoid cells as well as myeloid cells identified by the same unique transversions found to distinguish single 49f cells isolated from the same donors' initial blood samples. These findings provide the first evidence of a continuing hematopoietic stem cell-derived source of all mature blood cell types in normal (unperturbed) adult humans.
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GateFinder: projection-based gating strategy optimization for flow and mass cytometry. Bioinformatics 2019; 34:4131-4133. [PMID: 29850785 DOI: 10.1093/bioinformatics/bty430] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 05/22/2018] [Indexed: 11/14/2022] Open
Abstract
Motivation High-parameter single-cell technologies can reveal novel cell populations of interest, but studying or validating these populations using lower-parameter methods remains challenging. Results Here, we present GateFinder, an algorithm that enriches high-dimensional cell types with simple, stepwise polygon gates requiring only two markers at a time. A series of case studies of complex cell types illustrates how simplified enrichment strategies can enable more efficient assays, reveal novel biomarkers and clarify underlying biology. Availability and implementation The GateFinder algorithm is implemented as a free and open-source package for BioConductor: https://nalab.stanford.edu/gatefinder. Supplementary information Supplementary data are available at Bioinformatics online.
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A Prospective Analysis of Human Leukemogenesis. Stem Cell Reports 2019; 11:1034-1039. [PMID: 30428386 PMCID: PMC6235667 DOI: 10.1016/j.stemcr.2018.10.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 10/21/2018] [Accepted: 10/21/2018] [Indexed: 12/20/2022] Open
Abstract
Decades of lack of progress in treating many fatal malignancies of the blood-forming system is commanding interest in new approaches. Targeting early events in the leukemogenic process has long been recognized as likely to offer the information required for these diseases. Analysis of the representation of different mutations in the leukemic cells from individual patients offers a retrospective method to infer their sequence of acquisition and associated subclonal dynamics. An alternative, prospective approach is to exploit strategies for recreating human leukemia de novo using defined genetic methods. This concept is not new, but has been historically difficult to realize. A brief review of our experience in generating insights into the properties and regulation of primitive normal human hematopoietic cells serves as a reminder of how this has enabled our recent advances in developing this approach using both primary sources of chronic myeloid leukemic cells and normal cord blood cells as targets.
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Transcriptional regulation of normal human mammary cell heterogeneity and its perturbation in breast cancer. EMBO J 2019; 38:e100330. [PMID: 31304632 PMCID: PMC6627240 DOI: 10.15252/embj.2018100330] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 10/22/2018] [Accepted: 11/08/2018] [Indexed: 12/18/2022] Open
Abstract
The mammary gland in adult women consists of biologically distinct cell types that differ in their surface phenotypes. Isolation and molecular characterization of these subpopulations of mammary cells have provided extensive insights into their different transcriptional programs and regulation. This information is now serving as a baseline for interpreting the heterogeneous features of human breast cancers. Examination of breast cancer mutational profiles further indicates that most have undergone a complex evolutionary process even before being detected. The consequent intra-tumoral as well as inter-tumoral heterogeneity of these cancers thus poses major challenges to deriving information from early and hence likely pervasive changes in potential therapeutic interest. Recently described reproducible and efficient methods for generating human breast cancers de novo in immunodeficient mice transplanted with genetically altered primary cells now offer a promising alternative to investigate initial stages of human breast cancer development. In this review, we summarize current knowledge about key transcriptional regulatory processes operative in these partially characterized subpopulations of normal human mammary cells and effects of disrupting these processes in experimentally produced human breast cancers.
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Clonal Analysis of Mouse Mammary Luminal Epithelial Cell Transplants. Stem Cells Dev 2019; 28:353-355. [PMID: 30572802 DOI: 10.1089/scd.2018.0158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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Abstract P5-07-04: Not presented. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p5-07-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
This abstract was not presented at the conference.
Citation Format: Chatterjee S, Basak P, Tan S, Lefort S, Pellacani D, Safneck J, Buchel E, Aparicio S, Eaves CJ, Raouf A. Not presented [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P5-07-04.
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A Fond Salute to George Stamatoyannopoulos – Scholar Leader Mentor Colleague Friend. Exp Hematol 2018. [DOI: 10.1016/j.exphem.2018.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Epigenetic Restoration of Fetal-like IGF1 Signaling Inhibits Leukemia Stem Cell Activity. Cell Stem Cell 2018; 23:714-726.e7. [PMID: 30269902 DOI: 10.1016/j.stem.2018.08.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 06/15/2018] [Accepted: 08/30/2018] [Indexed: 12/13/2022]
Abstract
Acute leukemias are aggressive malignancies of developmentally arrested hematopoietic progenitors. We sought here to explore the possibility that changes in hematopoietic stem/progenitor cells during development might alter the biology of leukemias arising from this tissue compartment. Using a mouse model of acute T cell leukemia, we found that leukemias generated from fetal liver (FL) and adult bone marrow (BM) differed dramatically in their leukemia stem cell activity with FL leukemias showing markedly reduced serial transplantability as compared to BM leukemias. We present evidence that this difference is due to NOTCH1-driven autocrine IGF1 signaling, which is active in FL cells but restrained in BM cells by EZH2-dependent H3K27 trimethylation. Further, we confirmed this mechanism is operative in human disease and show that enforced IGF1 signaling effectively limits leukemia stem cell activity. These findings demonstrate that resurrecting dormant fetal programs in adult cells may represent an alternate therapeutic approach in human cancer.
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High-Resolution Single-Cell DNA Methylation Measurements Reveal Epigenetically Distinct Hematopoietic Stem Cell Subpopulations. Stem Cell Reports 2018; 11:578-592. [PMID: 30078558 PMCID: PMC6093082 DOI: 10.1016/j.stemcr.2018.07.003] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 07/08/2018] [Accepted: 07/09/2018] [Indexed: 02/06/2023] Open
Abstract
Increasing evidence of functional and transcriptional heterogeneity in phenotypically similar cells examined individually has prompted interest in obtaining parallel methylome data. We describe the development and application of such a protocol to index-sorted murine and human hematopoietic cells that are highly enriched in their content of functionally defined stem cells. Utilizing an optimized single-cell bisulfite sequencing protocol, we obtained quantitative DNA methylation measurements of up to 5.7 million CpGs in single hematopoietic cells. In parallel, we developed an analytical strategy (PDclust) to define single-cell DNA methylation states through pairwise comparisons of single-CpG methylation measurements. PDclust revealed that a single-cell epigenetic state can be described by a small (<1%) stochastically sampled fraction of CpGs and that these states are reflective of cell identity and state. Using relationships revealed by PDclust, we derive near complete methylomes for epigenetically distinct subpopulations of hematopoietic cells enriched for functional stem cell content.
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Abstract
Macrophages help mediate hormone-controlled changes in the mouse mammary gland
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BRCA1 controls the cell division axis and governs ploidy and phenotype in human mammary cells. Oncotarget 2018; 8:32461-32475. [PMID: 28427147 PMCID: PMC5464802 DOI: 10.18632/oncotarget.15688] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 02/16/2017] [Indexed: 11/25/2022] Open
Abstract
BRCA1 deficiency may perturb the differentiation hierarchy present in the normal mammary gland and is associated with the genesis of breast cancers that are genomically unstable and typically display a basal-like transcriptome. Oriented cell division is a mechanism known to regulate cell fates and to restrict tumor formation. We now show that the cell division axis is altered following shRNA-mediated BRCA1 depletion in immortalized but non-tumorigenic, or freshly isolated normal human mammary cells with graded consequences in progeny cells that include aneuploidy, perturbation of cell polarity in spheroid cultures, and a selective loss of cells with luminal features. BRCA1 depletion stabilizes HMMR abundance and disrupts cortical asymmetry of NUMA-dynein complexes in dividing cells such that polarity cues provided by cell-matrix adhesions were not able to orient division. We also show that immortalized mammary cells carrying a mutant BRCA1 allele (BRCA1 185delAG/+) reproduce many of these effects but in this model, oriented divisions were maintained through cues provided by CDH1+ cell-cell junctions. These findings reveal a previously unknown effect of BRCA1 suppression on mechanisms that regulate the cell division axis in proliferating, non-transformed human mammary epithelial cells and consequent downstream effects on the mitotic integrity and phenotype control of their progeny.
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PP2A inhibition sensitizes cancer stem cells to ABL tyrosine kinase inhibitors in BCR-ABL
+
human leukemia. Sci Transl Med 2018; 10. [DOI: 10.1126/scitranslmed.aan8735] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
PP2A inhibitors and BCR-ABL inhibitors synergize to kill drug-insensitive leukemia cells.
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Breast Cancers Activate Stromal Fibroblast-Induced Suppression of Progenitors in Adjacent Normal Tissue. Stem Cell Reports 2017; 10:196-211. [PMID: 29233553 PMCID: PMC5768884 DOI: 10.1016/j.stemcr.2017.11.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 11/02/2017] [Accepted: 11/03/2017] [Indexed: 12/19/2022] Open
Abstract
Human breast cancer cells are known to activate adjacent “normal-like” cells to enhance their own growth, but the cellular and molecular mechanisms involved are poorly understood. We now show by both phenotypic and functional measurements that normal human mammary progenitor cells are significantly under-represented in the mammary epithelium of patients' tumor-adjacent tissue (TAT). Interestingly, fibroblasts isolated from TAT samples showed a reduced ability to support normal EGF-stimulated mammary progenitor cell proliferation in vitro via their increased secretion of transforming growth factor β. In contrast, TAT fibroblasts promoted the proliferation of human breast cancer cells when these were co-transplanted in immunodeficient mice. The discovery of a common stromal cell-mediated mechanism that has opposing growth-suppressive and promoting effects on normal and malignant human breast cells and also extends well beyond currently examined surgical margins has important implications for disease recurrence and its prevention. Alterations to the breast tissue extend as far as 6 cm away from the primary tumors The matching contralateral non-tumor-bearing breast tissue remains unaltered Tumor-adjacent breast tissue contained significantly diminished progenitor pool Extending surgical margins may not be effective in reducing risk of tumor recurrence
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Dissociation of Survival, Proliferation, and State Control in Human Hematopoietic Stem Cells. Stem Cell Reports 2017; 8:152-162. [PMID: 28076756 PMCID: PMC5233451 DOI: 10.1016/j.stemcr.2016.12.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 12/01/2016] [Accepted: 12/02/2016] [Indexed: 12/28/2022] Open
Abstract
The role of growth factors (GFs) in controlling the biology of human hematopoietic stem cells (HSCs) remains limited by a lack of information concerning the individual and combined effects of GFs directly on the survival, Mitogenesis, and regenerative activity of highly purified human HSCs. We show that the initial input HSC activity of such a purified starting population of human cord blood cells can be fully maintained over a 21-day period in serum-free medium containing five GFs alone. HSC survival was partially supported by any one of these GFs, but none were essential, and different combinations of GFs variably stimulated HSC proliferation. However, serial transplantability was not detectably compromised by many conditions that reduced human HSC proliferation and/or survival. These results demonstrate the dissociated control of these three human HSC bio-responses, and set the stage for future improvements in strategies to modify and expand human HSCs ex vivo. Growth factors alone can maintain serially transplantable human cord blood HSCs Growth factors tunably and combinatorially control HSC survival and proliferation SCF is a critical factor for stimulating human HSC proliferation HSC regenerative activity is regulated independent of HSC survival or proliferation
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Nucleosome Density ChIP-Seq Identifies Distinct Chromatin Modification Signatures Associated with MNase Accessibility. Cell Rep 2017; 17:2112-2124. [PMID: 27851972 DOI: 10.1016/j.celrep.2016.10.055] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Revised: 07/05/2016] [Accepted: 09/12/2016] [Indexed: 12/22/2022] Open
Abstract
Nucleosome position, density, and post-translational modification are widely accepted components of mechanisms regulating DNA transcription but still incompletely understood. We present a modified native ChIP-seq method combined with an analytical framework that allows MNase accessibility to be integrated with histone modification profiles. Application of this methodology to the primitive (CD34+) subset of normal human cord blood cells enabled genomic regions enriched in one versus two nucleosomes marked by histone 3 lysine 4 trimethylation (H3K4me3) and/or histone 3 lysine 27 trimethylation (H3K27me3) to be associated with their transcriptional and DNA methylation states. From this analysis, we defined four classes of promoter-specific profiles and demonstrated that a majority of bivalent marked promoters are heterogeneously marked at a single-cell level in this primitive cell type. Interestingly, extension of this approach to human embryonic stem cells revealed an altered relationship between chromatin modification state and nucleosome content at promoters, suggesting developmental stage-specific organization of histone methylation states.
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Analysis of Normal Human Mammary Epigenomes Reveals Cell-Specific Active Enhancer States and Associated Transcription Factor Networks. Cell Rep 2017; 17:2060-2074. [PMID: 27851968 DOI: 10.1016/j.celrep.2016.10.058] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 08/10/2016] [Accepted: 09/30/2016] [Indexed: 01/06/2023] Open
Abstract
The normal adult human mammary gland is a continuous bilayered epithelial system. Bipotent and myoepithelial progenitors are prominent and unique components of the outer (basal) layer. The inner (luminal) layer includes both luminal-restricted progenitors and a phenotypically separable fraction that lacks progenitor activity. We now report an epigenomic comparison of these three subsets with one another, with their associated stromal cells, and with three immortalized, non-tumorigenic human mammary cell lines. Each genome-wide analysis contains profiles for six histone marks, methylated DNA, and RNA transcripts. Analysis of these datasets shows that each cell type has unique features, primarily within genomic regulatory regions, and that the cell lines group together. Analyses of the promoter and enhancer profiles place the luminal progenitors in between the basal cells and the non-progenitor luminal subset. Integrative analysis reveals networks of subset-specific transcription factors.
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Tessa Laurie Holyoake, (March 17, 1963 – August 30, 2017): Remembering a life that knew no boundaries. Exp Hematol 2017. [DOI: 10.1016/j.exphem.2017.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Whole-genome analysis reveals unexpected dynamics of mutant subclone development in a patient with JAK2-V617F-positive chronic myeloid leukemia. Exp Hematol 2017; 53:48-58. [DOI: 10.1016/j.exphem.2017.05.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 05/20/2017] [Accepted: 05/22/2017] [Indexed: 01/17/2023]
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Abstract 4258: Influence of lifestyle factors on adipocyte size in human breast tissue. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Accumulating epidemiological studies positively associate healthy body mass index (BMI) and higher physical activity with lowered risk of postmenopausal breast cancer. Many of the proposed biomarkers underlying these associations, such as insulin, inflammatory markers, steroid hormones, and adipokines, are produced or regulated by adipose tissue. However, the biological impact of lifestyle factors at the level of the breast tissue, particularly adipose tissue in the breast, is unclear and may play a role in the etiology of breast cancer.
Methods: Using a cross-sectional design, we examined the impact of demographic and lifestyle factors on histological features of breast adipose tissue. Women (age) undergoing reduction mammoplasty surgery were consented to collection of their cancer-free breast tissue at the time of surgery. An adipose rich section of the sample was dissected under sterile conditions and formalin fixed. Samples were sectioned at 7 µm thickness and stained with hematoxylin and eosin. The stained sections were imaged and mean adipocyte size was determined as diameter (µm) from 3 randomly selected areas at 10X magnification and each sample was scored by two independent assessors using Image J software. BMI status documented at the time of surgery was abstracted form medical records. A subset of women completed an additional visit where percent total body fat was measured by air displacement plethysmography and aerobic fitness (VO2peak) was measured by a maximal graded exercise test with expired gas collection. The association between adipocyte size and demographic/lifestyle factors was examined using multivariate linear regression adjusted for age and menopausal status.
Results: Participants (n=42) were primarily Caucasian (77%) and pre/peri-menopausal (62%), with a mean age of 44.6±12.9 years (range 19-70) and mean BMI of 27.7±5.1 kg/m2 (range 19.1-37.4). Adipocyte size was associated with BMI (per 5 kg/m2 increase, β = 5.6±2.15, p=0.01) and number of pregnancies (β = 6.04±2.34, p=0.02), but not age (β = 0.1±0.3, p=0.81). In the subset of participants who completed an additional study visit (n=9), there was a trend towards an inverse association between adipocyte size and aerobic fitness (per 2 ml/kg/min of O2 consumption, β = -3.54±1.52, p=0.07) and percent body fat (per 2% increase, β = 1.94±1.28, p=0.17) in unadjusted analyses.
Conclusion: Higher BMI is associated with larger adipocyte size in adipose tissue taken from the breast, suggesting a biological role for body composition in influencing gross histological features of adipocytes and its behavior that would impact the health of the mammary gland. A better understanding of the biological mechanisms underlying the observed epidemiological associations are needed to guide the development of intervention strategies and the most effective public health messages for breast cancer prevention.
Citation Format: Kristin L. Campbell, Nagarajan Kannan, Sarah E. Neil-Sztramko, Connie J. Eaves, Jonathan P. Little, Ilona Csizmadi, David Zhu, Sarah Sayyari, Kelcey Bland, James D. Johnson. Influence of lifestyle factors on adipocyte size in human breast tissue [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4258. doi:10.1158/1538-7445.AM2017-4258
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Abstract
Modelling the genesis of human cancers is at a scientific turning point. Starting from primary sources of normal human cells, it is now possible to reproducibly generate several types of malignant cell populations. Powerful methods for clonally tracking and manipulating their appearance and progression in serially transplanted immunodeficient mice are also in place. These developments circumvent historic drawbacks inherent in analyses of cancers produced in model organisms, established human malignant cell lines, or highly heterogeneous patient samples. In this review, we survey the advantages, contributions and limitations of current de novo human tumorigenesis strategies and note several exciting prospects on the horizon. A better understanding of the earliest stages of human cancer formation can enable future improvements in early detection, diagnosis and treatment. In this review, the authors summarize the methods enabling de novo tumorigenesis protocols to be applied to human cells and the insights derived from them to date, as well as the exciting and relevant technical developments anticipated to extend even further the utility of these strategies.
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Stability of patient-specific features of altered DNA replication timing in xenografts of primary human acute lymphoblastic leukemia. Exp Hematol 2017; 51:71-82.e3. [PMID: 28433605 DOI: 10.1016/j.exphem.2017.04.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 03/25/2017] [Accepted: 04/08/2017] [Indexed: 01/10/2023]
Abstract
Genome-wide DNA replication timing (RT) profiles reflect the global three-dimensional chromosome architecture of cells. They also provide a comprehensive and unique megabase-scale picture of cellular epigenetic state. Thus, normal differentiation involves reproducible changes in RT, and transformation generally perturbs these, although the potential effects of altered RT on the properties of transformed cells remain largely unknown. A major challenge to interrogating these issues in human acute lymphoid leukemia (ALL) is the low proliferative activity of most of the cells, which may be further reduced in cryopreserved samples and difficult to overcome in vitro. In contrast, the ability of many human ALL cell populations to expand when transplanted into highly immunodeficient mice is well documented. To examine the stability of DNA RT profiles of serially passaged xenografts of primary human B- and T-ALL cells, we first devised a method that circumvents the need for bromodeoxyuridine incorporation to distinguish early versus late S-phase cells. Using this and more standard protocols, we found consistently strong retention in xenografts of the original patient-specific RT features. Moreover, in a case in which genomic analyses indicated changing subclonal dynamics in serial passages, the RT profiles tracked concordantly. These results indicate that DNA RT is a relatively stable feature of human ALLs propagated in immunodeficient mice. In addition, they suggest the power of this approach for future interrogation of the origin and consequences of altered DNA RT in ALL.
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Analysis of parameters that affect human hematopoietic cell outputs in mutant c-kit-immunodeficient mice. Exp Hematol 2017; 48:41-49. [PMID: 28087429 PMCID: PMC5926796 DOI: 10.1016/j.exphem.2016.12.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Revised: 12/22/2016] [Accepted: 12/30/2016] [Indexed: 12/20/2022]
Abstract
Xenograft models are transforming our understanding of the output capabilities of primitive human hematopoietic cells in vivo. However, many variables that affect posttransplantation reconstitution dynamics remain poorly understood. Here, we show that an equivalent level of human chimerism can be regenerated from human CD34+ cord blood cells transplanted intravenously either with or without additional radiation-inactivated cells into 2- to 6-month-old NOD-Rag1−/−-IL2Rγc−/− (NRG) mice given a more radioprotective conditioning regimen than is possible in conventionally used, repair-deficient NOD-Prkdcscid/scid-IL2Rγc−/−(NSG) hosts. Comparison of sublethally irradiated and non-irradiated NRG mice and W41/W41 derivatives showed superior chimerism in the W41-deficient recipients, with some differential effects on different lineage outputs. Consistently superior outputs were observed in female recipients regardless of their genotype, age, or pretransplantation conditioning, with greater differences apparent later after transplantation. These results define key parameters for optimizing the sensitivity and minimizing the intraexperimental variability of human hematopoietic xenografts generated in increasingly supportive immunodeficient host mice.
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Quantitation of Human Cells that Produce Neutrophils and Platelets in Vivo Obtained from Normal Donors Treated with Granulocyte Colony–Stimulating Factor and/or Plerixafor. Biol Blood Marrow Transplant 2016; 22:1945-1952. [DOI: 10.1016/j.bbmt.2016.07.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 07/22/2016] [Indexed: 01/09/2023]
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Hematopoietic Stem Cells Are the Major Source of Multilineage Hematopoiesis in Adult Animals. Immunity 2016; 45:597-609. [PMID: 27590115 DOI: 10.1016/j.immuni.2016.08.007] [Citation(s) in RCA: 269] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 05/14/2016] [Accepted: 06/15/2016] [Indexed: 12/13/2022]
Abstract
Hematopoietic stem cells (HSCs) sustain long-term reconstitution of hematopoiesis in transplantation recipients, yet their role in the endogenous steady-state hematopoiesis remains unclear. In particular, recent studies suggested that HSCs provide a relatively minor contribution to immune cell development in adults. We directed transgene expression in a fraction of HSCs that maintained reconstituting activity during serial transplantations. Inducible genetic labeling showed that transgene-expressing HSCs gave rise to other phenotypic HSCs, confirming their top position in the differentiation hierarchy. The labeled HSCs rapidly contributed to committed progenitors of all lineages and to mature myeloid cells and lymphocytes, but not to B-1a cells or tissue macrophages. Importantly, labeled HSCs gave rise to more than two-thirds of all myeloid cells and platelets in adult mice, and this contribution could be accelerated by an induced interferon response. Thus, classically defined HSCs maintain immune cell development in the steady state and during systemic cytokine responses.
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Isolation and Assessment of Single Long-Term Reconstituting Hematopoietic Stem Cells from Adult Mouse Bone Marrow. CURRENT PROTOCOLS IN STEM CELL BIOLOGY 2016; 38:2A.4.1-2A.4.24. [PMID: 27532815 DOI: 10.1002/cpsc.10] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Hematopoietic stem cells with long-term repopulating activity can now be routinely obtained at purities of 40% to 50% from suspensions of adult mouse bone marrow. Here we describe robust protocols for both their isolation as CD45(+) EPCR(+) CD150(+) CD48(-) (ESLAM) cells using multiparameter cell sorting and for tracking their clonal growth and differentiation activity in irradiated mice transplanted with single ESLAM cells. The simplicity of these procedures makes them attractive for characterizing the molecular and biological properties of individual hematopoietic stem cells with unprecedented power and precision. © 2016 by John Wiley & Sons, Inc.
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Abstract A63: Clonal analysis of normal and malignant human mammary epithelial cell responsiveness to radiation. Mol Cancer Res 2016. [DOI: 10.1158/1557-3125.advbc15-a63] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Knowledge gap: Fatal breast cancers are characterized by biological, genomic and extensive treatment heterogeneity. Although many breast cancers can now be cured by established therapies, treatment failure remains a major problem and is difficult to predict. In the current era of “personalized medicine”, a possible solution is to develop a large-scale system for quantifying responses to candidate treatments of individual malignant human mammary cells with in vivo clonogenic activity. Such cells can be detected by their ability to produce uniquely barcoded clones of progeny in xenografted immunodeficient mice and the clones obtained can be assessed for their size and number using next generation sequencing of tumor extracts. However, to pursue this approach it is first critical to establish how the clone content of a tumor may vary according to the number or type of competent tumorigenic and/or other cells that are present in the inoculum used to initiate tumor formation, and hence whether and how these parameters may influence assessment of the treatment responsiveness of these cells.
Approach/methods: Here we describe the development and initial testing of a method to measure the treatment responsiveness of large numbers of tumorigenic cells using radiation as a prototypic treatment. Treatment sensitivity of in vitro colony-forming cells (CFCs) will then be compared with future measurements of in vivo clone-initiating tumorigenic cells obtained by sequencing the progeny of DNA-barcoded input cells.
Results: In an initial series of experiments we showed that normal human luminal progenitor (LP) CFCs are ~1.5-fold more radioresistant than basal cell (BC) CFCs, and both are more sensitive than either type of mouse mammary CFCs. In vitro CFC assays of 2 human breast cancer cell lines (MDA MB231 and SUM149, with in vitro CFC frequencies of 70% and 40%, respectively) showed these to be 1.2- and 1.5-fold more radioresistant than normal LPs. Limiting dilution analysis showed the corresponding frequency of in vivo tumor-initiating cells in these 2 cell lines to be 1/6 and 1/47. Assessment of their response to radiation is complicated by the finding that the barcoded clone content of tumors initiated with >20,000 of these cells (untreated) is inversely related to the number injected and, at these input cell doses, very heterogeneous clone dynamics are also seen in successive passages. However, evidence of a positive linear cell dose-clone yield relationship is seen at input transplants of <1,000 cells from these 2 lines and this relationship would be predicted to extend to initial transplants of <2-5,000 cells. Recently we have found that normal human mammary LPs and BCs transduced with KRASG12D generate tumors efficiently in immunodeficient mice. Thus a next step is to determine if and how the radiosensitivity of the tumorigenic cells changes during the transformation process.
Conclusion: These results highlight the complex clonal dynamics already operative in the growth of tumorigenic cells present in relatively homogeneous established human mammary cell lines and set the stage for future measurements of clone yields from irradiated cells derived from mammary tumors of different origins.
Citation Format: Sneha Balani, Nagarajan Kannan, Long V. Nguyen, Sylvain Lefort, Davide Pellacani, Connie J. Eaves. Clonal analysis of normal and malignant human mammary epithelial cell responsiveness to radiation. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Breast Cancer Research; Oct 17-20, 2015; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Res 2016;14(2_Suppl):Abstract nr A63.
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Abstract B45: De novo generation of highly aggressive human breast tumors by rapid serial passaging of oncogene-transduced starting populations of purified normal cells. Mol Cancer Res 2016. [DOI: 10.1158/1557-3125.advbc15-b45] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Human breast cancers are clonal outgrowths that have diversified genetically and biologically by the time they are clinically evident. However, early events that predicate malignant transformation of normal human mammary epithelial cells and the importance of the specific cell type to first be altered has remained elusive. We have developed an in vivo system that allows analysis of the initial steps of tumorigenesis from defined subsets of normal human mammary cells within 8 weeks using a single (KRASG12D) or multiple oncogenes. Using a protocol in which we first isolate biologically, transcriptionally and phenotypically different human mammary cell types by FACS using EpCAM and CD49f or CD10 as distinguishing markers, and then transduce the cells with lentiviral constructs, and immediately transplant them into highly immunodeficient NOD/RAG1-/-IL2rγ-/- (NRG) female mice, we have found that invasive ductal carcinomas expressing a variety of basal and luminal-associated markers (such as CK5, CK8/18, EGFR and MUC1) can be obtained at high frequency from purified starting populations of both basal cells and luminal progenitors within 8 weeks. Many tumours could be passaged both in vivo and under multiple conditions in vitro (on collagen, in suspension “mammopshere” culture or 3D matrigel cultures). After only 4passages in vivo, an aggressive tumor cell line that is tumorigenic within 6 weeks in vivo at unit efficiency has emerged. Intravenous injections shown that these cells can colonize multiple organs including the lung, kidney and spleen. Molecular characterization of these aggressive tumors has established that they are EpCAM+ and CD44+. Additional examples of de novo tumors able to be serially passaged are now being characterized. This new tumorigenesis model will allow us to compare the sequential changes that accompany and underlie the full process of malignant progression and should thus enable key molecular determinants that drive cancer initiation and progression to be identified.
Citation Format: Sylvain Lefort, Davide Pellacani, Long Nguyen, Connie J. Eaves. De novo generation of highly aggressive human breast tumors by rapid serial passaging of oncogene-transduced starting populations of purified normal cells. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Breast Cancer Research; Oct 17-20, 2015; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Res 2016;14(2_Suppl):Abstract nr B45.
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Abstract IA13: Clonal dynamics of normal and malignant human mammary cell growth in xenografts. Cancer Res 2016. [DOI: 10.1158/1538-7445.fbcr15-ia13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Most human breast cancers have diversified genomically and biologically by the time they become clinically evident and little is known about their origin from normal human mammary cells, or the cellular and molecular mechanisms that lead to their genesis and evolution. We have developed methods to quantify, purify and characterize different subsets of normal human mammary cells and have used these to identify properties that may influence their propensity for transformation. We have also developed methods for inducing the rapid transformation in vivo of these purified subsets following their transplantation into immunodeficient mice. The results demonstrate the ability of a single oncogene (KRASG12D) to induce the formation of serially transplantable, polyclonal, invasive ductal carcinomas within 8 weeks of being introduced either subrenally or subcutaneously into immunodeficient mice. Both primary and secondary tumors are phenotypically heterogeneous and transcriptome analyses of primary tumors assign them to a “normal-like” category. DNA barcoding of the cells at the time of their initial transduction with KRASG12D has revealed a dramatic change in the numbers and sizes of clones they generate after 2 weeks in vivo. DNA barcoding also showed the unexpected appearance of many “new” clones in tumors generated upon passage into secondary recipients, thus recapitulating some features of in vivo passaged human breast cancer cell lines and patients’ tumor xenografts. This system challenges previous concepts about the process of human mammary oncogenesis and provides a new system for analyzing factors that can influence its speed, efficiency and heterogeneity of outcomes.
Citation Format: Connie J. Eaves, Long Nguyen, Davide Pellacani, Nagarajan Kannan, Sylvan Lefort, Sneha Balani, Claire Cox, Tomo Osako, Samuel Aparicio, Martin Hirst. Clonal dynamics of normal and malignant human mammary cell growth in xenografts. [abstract]. In: Proceedings of the Fourth AACR International Conference on Frontiers in Basic Cancer Research; 2015 Oct 23-26; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2016;76(3 Suppl):Abstract nr IA13.
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Modeling Normal and Disordered Human Hematopoiesis. Trends Cancer 2015; 1:199-210. [DOI: 10.1016/j.trecan.2015.09.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Revised: 09/09/2015] [Accepted: 09/11/2015] [Indexed: 02/06/2023]
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Characterization of Epithelial Progenitors in Normal Human Palatine Tonsils and Their HPV16 E6/E7-Induced Perturbation. Stem Cell Reports 2015; 5:1210-1225. [PMID: 26527383 PMCID: PMC4682068 DOI: 10.1016/j.stemcr.2015.09.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 09/25/2015] [Accepted: 09/28/2015] [Indexed: 11/30/2022] Open
Abstract
Human palatine tonsils are oropharyngeal lymphoid tissues containing multiple invaginations (crypts) in which the continuity of the outer surface epithelium is disrupted and the isolated epithelial cells intermingle with other cell types. We now show that primitive epithelial cells detectable in vitro in 2D colony assays and in a 3D culture system are CD44+NGFR+ and present in both surface and crypt regions. Transcriptome analysis indicated a high similarity between CD44+NGFR+ cells in both regions, although those isolated from the crypt contained a higher proportion of the most primitive (holo)clonogenic cells. Lentiviral transduction of CD44+NGFR+ cells from both regions with human papillomavirus 16-encoded E6/E7 prolonged their growth in 2D cultures and caused aberrant differentiation in 3D cultures. Our findings therefore reveal a shared, site-independent, hierarchical organization, differentiation potential, and transcriptional profile of normal human tonsillar epithelial progenitor cells. They also introduce a new model for investigating the mechanisms of their transformation. Tonsillar surface and crypt epithelial progenitor cells are detected similarly Both surface and crypt epithelial progenitors in the tonsil are CD44+NGFR+ Stratified epithelium can be regenerated from primitive tonsillar crypt cells HPV16 E6/E7 deregulates crypt epithelial progenitor growth and differentiation
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Clonal analysis of individual human embryonic stem cell differentiation patterns in microfluidic cultures. Biotechnol J 2015; 10:1546-54. [PMID: 26059045 DOI: 10.1002/biot.201500035] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Revised: 04/04/2015] [Accepted: 06/05/2015] [Indexed: 01/23/2023]
Abstract
Heterogeneity in the clonal outputs of individual human embryonic stem cells (hESCs) confounds analysis of their properties in studies of bulk populations and how to manipulate them for clinical applications. To circumvent this problem we developed a microfluidic device that supports the robust generation of colonies derived from single ESCs. This microfluidic system contains 160 individually addressable chambers equipped for perfusion culture of individual hESCs that could be shown to match the growth rates, marker expression and colony morphologies obtained in conventional cultures. Use of this microfluidic device to analyze the clonal growth kinetics of multiple individual hESCs induced to differentiation revealed variable shifts in the growth rate, area per cell and expression of OCT4 in the progeny of individual hESCs. Interestingly, low OCT4 expression, a slower growth rate and low nuclear to cytoplasmic ratios were found to be correlated responses. This study demonstrates how microfluidic systems can be used to enable large scale live-cell imaging of isolated hESCs exposed to changing culture conditions, to examine how different aspects of their variable responses are correlated.
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Dominant-negative IKAROS enhances IL-3-stimulated signaling in wild-type but not BCR-ABL1+ mouse BA/F3 cells. Exp Hematol 2015; 43:514-23.e1-2. [DOI: 10.1016/j.exphem.2015.04.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Revised: 03/31/2015] [Accepted: 04/01/2015] [Indexed: 02/08/2023]
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A novel population of local pericyte precursor cells in tumor stroma that require Notch signaling for differentiation. Microvasc Res 2015; 101:38-47. [PMID: 26092680 DOI: 10.1016/j.mvr.2015.05.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 05/30/2015] [Accepted: 05/30/2015] [Indexed: 10/23/2022]
Abstract
Pericytes are perivascular support cells, the origin of which in tumor tissue is not clear. Recently, we identified a Tie1(+) precursor cell that differentiates into vascular smooth muscle, in a Notch-dependent manner. To understand the involvement of Notch in the ontogeny of tumor pericytes we used a novel flow immunophenotyping strategy to define CD146(+)/CD45(-)/CD31(-/lo) pericytes in the tumor stroma. This strategy combined with ex vivo co-culture experiments identified a novel pericyte progenitor cell population defined as Sca1(hi)/CD146(-)/CD45(-)/CD31(-). The differentiation of these progenitor cells was stimulated by co-culture with endothelial cells. Overexpression of the Notch ligand Jagged1 in endothelial cells further stimulated the differentiation of Sca1(hi)/CD146(-)/CD45(-)/CD31(-) cells into pericytes, while inhibition of Notch signaling with a γ-secretase inhibitor reduced this differentiation. However, Notch inhibition specifically in Tie1-expressing cells did not change the abundance of pericytes in tumors, suggesting that the pericyte precursor is distinct from the vascular smooth muscle cell precursor. Transplant experiments showed that the bone marrow contributes minimally to tumor pericytes. Immunophenotyping revealed that Sca1(hi)/CD146(-)/CD45(-)/CD31(-) cells have greater potential to differentiate into pericytes and have increased expression of classic mesenchymal stem cell markers (CD13, CD44, Nt5e and Thy-1) compared to Sca1(-/lo)/CD146(-)/CD45(-)/CD31(-) cells. Our results suggest that a local Sca1(hi)/CD146(-)/CD45(-)/CD31(-) pericyte progenitor resides in the tumor microenvironment and requires Notch signaling for differentiation into mature pericytes.
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Inhibition of the Mitochondrial Protease ClpP as a Therapeutic Strategy for Human Acute Myeloid Leukemia. Cancer Cell 2015; 27:864-76. [PMID: 26058080 PMCID: PMC4461837 DOI: 10.1016/j.ccell.2015.05.004] [Citation(s) in RCA: 240] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 02/06/2015] [Accepted: 05/07/2015] [Indexed: 12/15/2022]
Abstract
From an shRNA screen, we identified ClpP as a member of the mitochondrial proteome whose knockdown reduced the viability of K562 leukemic cells. Expression of this mitochondrial protease that has structural similarity to the cytoplasmic proteosome is increased in leukemic cells from approximately half of all patients with AML. Genetic or chemical inhibition of ClpP killed cells from both human AML cell lines and primary samples in which the cells showed elevated ClpP expression but did not affect their normal counterparts. Importantly, Clpp knockout mice were viable with normal hematopoiesis. Mechanistically, we found that ClpP interacts with mitochondrial respiratory chain proteins and metabolic enzymes, and knockdown of ClpP in leukemic cells inhibited oxidative phosphorylation and mitochondrial metabolism.
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