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1.
Proc Natl Acad Sci U S A ; 120(11): e2215376120, 2023 03 14.
Article in English | MEDLINE | ID: mdl-36897988

ABSTRACT

The Siglecs (sialic acid-binding immunoglobulin-like lectins) are glycoimmune checkpoint receptors that suppress immune cell activation upon engagement of cognate sialoglycan ligands. The cellular drivers underlying Siglec ligand production on cancer cells are poorly understood. We find the MYC oncogene causally regulates Siglec ligand production to enable tumor immune evasion. A combination of glycomics and RNA-sequencing of mouse tumors revealed the MYC oncogene controls expression of the sialyltransferase St6galnac4 and induces a glycan known as disialyl-T. Using in vivo models and primary human leukemias, we find that disialyl-T functions as a "don't eat me" signal by engaging macrophage Siglec-E in mice or the human ortholog Siglec-7, thereby preventing cancer cell clearance. Combined high expression of MYC and ST6GALNAC4 identifies patients with high-risk cancers and reduced tumor myeloid infiltration. MYC therefore regulates glycosylation to enable tumor immune evasion. We conclude that disialyl-T is a glycoimmune checkpoint ligand. Thus, disialyl-T is a candidate for antibody-based checkpoint blockade, and the disialyl-T synthase ST6GALNAC4 is a potential enzyme target for small molecule-mediated immune therapy.


Subject(s)
Neoplasms , Proto-Oncogene Proteins c-myc , Sialic Acid Binding Immunoglobulin-like Lectins , Animals , Humans , Mice , Antigens, CD/metabolism , Ligands , Macrophages/metabolism , Neoplasms/metabolism , Sialic Acid Binding Immunoglobulin-like Lectins/metabolism , Proto-Oncogene Proteins c-myc/metabolism
3.
Proc Natl Acad Sci U S A ; 110(17): 6847-52, 2013 Apr 23.
Article in English | MEDLINE | ID: mdl-23569252

ABSTRACT

DEK is a biochemically distinct, conserved nonhistone protein that is vital to global heterochromatin integrity. In addition, DEK can be secreted and function as a chemotactic, proinflammatory factor. Here we show that exogenous DEK can penetrate cells, translocate to the nucleus, and there carry out its endogenous nuclear functions. Strikingly, adjacent cells can take up DEK secreted from synovial macrophages. DEK internalization is a heparan sulfate-dependent process, and cellular uptake of DEK into DEK knockdown cells corrects global heterochromatin depletion and DNA repair deficits, the phenotypic aberrations characteristic of these cells. These findings thus unify the extracellular and intracellular activities of DEK, and suggest that this paracrine loop involving DEK plays a role in chromatin biology.


Subject(s)
Chromosomal Proteins, Non-Histone/metabolism , DNA Repair/physiology , Heterochromatin/metabolism , Histones/metabolism , Oncogene Proteins/metabolism , Paracrine Communication/physiology , Cell Fractionation , HeLa Cells , Humans , Image Processing, Computer-Assisted , Immunoblotting , Immunoprecipitation , Microscopy, Fluorescence , Poly-ADP-Ribose Binding Proteins , Protein Transport/physiology , RNA, Small Interfering/genetics
4.
BMC Bioinformatics ; 16: 180, 2015 May 29.
Article in English | MEDLINE | ID: mdl-26022740

ABSTRACT

BACKGROUND: Protein function in eukaryotic cells is often controlled in a cell cycle-dependent manner. Therefore, the correct assignment of cellular phenotypes to cell cycle phases is a crucial task in cell biology research. Nuclear proteins whose localization varies during the cell cycle are valuable and frequently used markers of cell cycle progression. Proliferating cell nuclear antigen (PCNA) is a protein which is involved in DNA replication and has cell cycle dependent properties. In this work, we present a tool to identify cell cycle phases and in particular, sub-stages of the DNA replication phase (S-phase) based on the characteristic patterns of PCNA distribution. Single time point images of PCNA-immunolabeled cells are acquired using confocal and widefield fluorescence microscopy. In order to discriminate different cell cycle phases, an optimized processing pipeline is proposed. For this purpose, we provide an in-depth analysis and selection of appropriate features for classification, an in-depth evaluation of different classification algorithms, as well as a comparative analysis of classification performance achieved with confocal versus widefield microscopy images. RESULTS: We show that the proposed processing chain is capable of automatically classifying cell cycle phases in PCNA-immunolabeled cells from single time point images, independently of the technique of image acquisition. Comparison of confocal and widefield images showed that for the proposed approach, the overall classification accuracy is slightly higher for confocal microscopy images. CONCLUSION: Overall, automated identification of cell cycle phases and in particular, sub-stages of the DNA replication phase (S-phase) based on the characteristic patterns of PCNA distribution, is feasible for both confocal and widefield images.


Subject(s)
Algorithms , Antibodies, Monoclonal , Cell Cycle/physiology , Cell Proliferation , DNA Replication , Proliferating Cell Nuclear Antigen/metabolism , Antibodies, Monoclonal/immunology , Cell Nucleus/genetics , HeLa Cells , Humans , Image Processing, Computer-Assisted , Microscopy, Confocal , Microscopy, Fluorescence , Proliferating Cell Nuclear Antigen/immunology , Support Vector Machine
5.
Trends Cancer ; 10(5): 383-385, 2024 May.
Article in English | MEDLINE | ID: mdl-38580534

ABSTRACT

The MYC proto-oncogene encodes a master transcriptional regulator that is frequently dysregulated in human cancer. Decades of efforts have failed to identify a MYC-targeted therapeutic, and this is still considered to be a holy grail in drug development. We highlight a recent report by Garralda et al. of a Phase 1 clinical trial of OMO-103 in patients with solid malignancies.


Subject(s)
Molecular Targeted Therapy , Neoplasms , Proto-Oncogene Mas , Proto-Oncogene Proteins c-myc , Humans , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Proto-Oncogene Proteins c-myc/antagonists & inhibitors , Molecular Targeted Therapy/methods , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/therapy , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/pharmacology , Clinical Trials, Phase I as Topic , Gene Expression Regulation, Neoplastic/drug effects
6.
Nat Commun ; 15(1): 963, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38302473

ABSTRACT

The MYC oncogene is often dysregulated in human cancer, including hepatocellular carcinoma (HCC). MYC is considered undruggable to date. Here, we comprehensively identify genes essential for survival of MYChigh but not MYClow cells by a CRISPR/Cas9 genome-wide screen in a MYC-conditional HCC model. Our screen uncovers novel MYC synthetic lethal (MYC-SL) interactions and identifies most MYC-SL genes described previously. In particular, the screen reveals nucleocytoplasmic transport to be a MYC-SL interaction. We show that the majority of MYC-SL nucleocytoplasmic transport genes are upregulated in MYChigh murine HCC and are associated with poor survival in HCC patients. Inhibiting Exportin-1 (XPO1) in vivo induces marked tumor regression in an autochthonous MYC-transgenic HCC model and inhibits tumor growth in HCC patient-derived xenografts. XPO1 expression is associated with poor prognosis only in HCC patients with high MYC activity. We infer that MYC may generally regulate and require altered expression of nucleocytoplasmic transport genes for tumorigenesis.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Mice , Animals , Carcinoma, Hepatocellular/metabolism , Liver Neoplasms/metabolism , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Genes, myc , Cell Transformation, Neoplastic/genetics , Carcinogenesis/genetics , Cell Line, Tumor , Gene Expression Regulation, Neoplastic
7.
Nat Cancer ; 5(10): 1534-1556, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39304772

ABSTRACT

Hepatocellular carcinoma (HCC) frequently recurs from minimal residual disease (MRD), which persists after therapy. Here, we identified mechanisms of persistence of residual tumor cells using post-chemoembolization human HCC (n = 108 patients, 1.07 million cells) and a transgenic mouse model of MRD. Through single-cell high-plex cytometric imaging, we identified a spatial neighborhood within which PD-L1 + M2-like macrophages interact with stem-like tumor cells, correlating with CD8+ T cell exhaustion and poor survival. Further, through spatial transcriptomics of residual HCC, we showed that macrophage-derived TGFß1 mediates the persistence of stem-like tumor cells. Last, we demonstrate that combined blockade of Pdl1 and Tgfß excluded immunosuppressive macrophages, recruited activated CD8+ T cells and eliminated residual stem-like tumor cells in two mouse models: a transgenic model of MRD and a syngeneic orthotopic model of doxorubicin-resistant HCC. Thus, our spatial analyses reveal that PD-L1+ macrophages sustain MRD by activating the TGFß pathway in stem-like cancer cells and targeting this interaction may prevent HCC recurrence from MRD.


Subject(s)
B7-H1 Antigen , Carcinoma, Hepatocellular , Liver Neoplasms , Macrophages , Mice, Transgenic , Neoplasm, Residual , Carcinoma, Hepatocellular/immunology , Liver Neoplasms/immunology , Animals , Humans , Mice , Macrophages/immunology , Neoplastic Stem Cells/immunology , CD8-Positive T-Lymphocytes/immunology , Spatial Analysis , Immune Evasion , Tumor Escape , Tumor Microenvironment/immunology , Transforming Growth Factor beta1/metabolism
8.
Nat Rev Clin Oncol ; 19(1): 23-36, 2022 01.
Article in English | MEDLINE | ID: mdl-34508258

ABSTRACT

The MYC proto-oncogenes encode a family of transcription factors that are among the most commonly activated oncoproteins in human neoplasias. Indeed, MYC aberrations or upregulation of MYC-related pathways by alternate mechanisms occur in the vast majority of cancers. MYC proteins are master regulators of cellular programmes. Thus, cancers with MYC activation elicit many of the hallmarks of cancer required for autonomous neoplastic growth. In preclinical models, MYC inactivation can result in sustained tumour regression, a phenomenon that has been attributed to oncogene addiction. Many therapeutic agents that directly target MYC are under development; however, to date, their clinical efficacy remains to be demonstrated. In the past few years, studies have demonstrated that MYC signalling can enable tumour cells to dysregulate their microenvironment and evade the host immune response. Herein, we discuss how MYC pathways not only dictate cancer cell pathophysiology but also suppress the host immune response against that cancer. We also propose that therapies targeting the MYC pathway will be key to reversing cancerous growth and restoring antitumour immune responses in patients with MYC-driven cancers.


Subject(s)
Genes, myc/genetics , Immune Evasion/genetics , Neoplasms/genetics , Oncogenes/genetics , Humans
9.
Oncogene ; 41(45): 4960-4970, 2022 11.
Article in English | MEDLINE | ID: mdl-36207533

ABSTRACT

MYC is a transcription factor frequently overexpressed in cancer. To determine how MYC drives the neoplastic phenotype, we performed transcriptomic analysis using a panel of MYC-driven autochthonous transgenic mouse models. We found that MYC elicited gene expression changes mostly in a tissue- and lineage-specific manner across B-cell lymphoma, T-cell acute lymphoblastic lymphoma, hepatocellular carcinoma, renal cell carcinoma, and lung adenocarcinoma. However, despite these gene expression changes being mostly tissue-specific, we uncovered a convergence on a common pattern of upregulation of embryonic stem cell gene programs and downregulation of tissue-of-origin gene programs across MYC-driven cancers. These changes are representative of lineage dedifferentiation, that may be facilitated by epigenetic alterations that occur during tumorigenesis. Moreover, while several cellular processes are represented among embryonic stem cell genes, ribosome biogenesis is most specifically associated with MYC expression in human primary cancers. Altogether, MYC's capability to drive tumorigenesis in diverse tissue types appears to be related to its ability to both drive a core signature of embryonic genes that includes ribosomal biogenesis genes as well as promote tissue and lineage specific dedifferentiation.


Subject(s)
Genes, myc , Neoplasms , Mice , Animals , Humans , Gene Expression Regulation, Neoplastic , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Carcinogenesis/genetics , Cell Transformation, Neoplastic/genetics , Mice, Transgenic , Neoplasms/genetics , Gene Expression
10.
Nat Commun ; 11(1): 2860, 2020 06 05.
Article in English | MEDLINE | ID: mdl-32503978

ABSTRACT

The MYC oncogene drives T- and B- lymphoid malignancies, including Burkitt's lymphoma (BL) and Acute Lymphoblastic Leukemia (ALL). Here, we demonstrate a systemic reduction in natural killer (NK) cell numbers in SRα-tTA/Tet-O-MYCON mice bearing MYC-driven T-lymphomas. Residual mNK cells in spleens of MYCON T-lymphoma-bearing mice exhibit perturbations in the terminal NK effector differentiation pathway. Lymphoma-intrinsic MYC arrests NK maturation by transcriptionally repressing STAT1/2 and secretion of Type I Interferons (IFNs). Treating T-lymphoma-bearing mice with Type I IFN improves survival by rescuing NK cell maturation. Adoptive transfer of mature NK cells is sufficient to delay both T-lymphoma growth and recurrence post MYC inactivation. In MYC-driven BL patients, low expression of both STAT1 and STAT2 correlates significantly with the absence of activated NK cells and predicts unfavorable clinical outcomes. Our studies thus provide a rationale for developing NK cell-based therapies to effectively treat MYC-driven lymphomas in the future.


Subject(s)
Burkitt Lymphoma/immunology , Killer Cells, Natural/immunology , Lymphoma, T-Cell/immunology , Proto-Oncogene Proteins c-myc/metabolism , Adoptive Transfer , Animals , Burkitt Lymphoma/mortality , Cell Line, Tumor/transplantation , Disease Models, Animal , Gene Expression Regulation, Neoplastic/immunology , Humans , Immunologic Surveillance/genetics , Interferon Type I/pharmacology , Interferon Type I/therapeutic use , Killer Cells, Natural/drug effects , Killer Cells, Natural/transplantation , Lymphoma, T-Cell/drug therapy , Lymphoma, T-Cell/genetics , Lymphoma, T-Cell/pathology , Male , Mice , Primary Cell Culture , Proto-Oncogene Proteins c-myc/genetics , STAT1 Transcription Factor/metabolism , STAT2 Transcription Factor/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Signal Transduction/immunology
11.
Sci Rep ; 9(1): 16775, 2019 11 14.
Article in English | MEDLINE | ID: mdl-31727951

ABSTRACT

Accurate assessment of changes in cellular differentiation status in response to drug treatments or genetic perturbations is crucial for understanding tumorigenesis and developing novel therapeutics for human cancer. We have developed a novel computational approach, the Lineage Maturation Index (LMI), to define the changes in differentiation state of hematopoietic malignancies based on their gene expression profiles. We have confirmed that the LMI approach can detect known changes of differentiation state in both normal and malignant hematopoietic cells. To discover novel differentiation therapies, we applied this approach to analyze the gene expression profiles of HL-60 leukemia cells treated with a small molecule drug library. Among multiple drugs that significantly increased the LMIs, we identified mebendazole, an anti-helminthic clinically used for decades with no known significant toxicity. We tested the differentiation activity of mebendazole using primary leukemia blast cells isolated from human acute myeloid leukemia (AML) patients. We determined that treatment with mebendazole induces dramatic differentiation of leukemia blast cells as shown by cellular morphology and cell surface markers. Furthermore, mebendazole treatment significantly extended the survival of leukemia-bearing mice in a xenograft model. These findings suggest that mebendazole may be utilized as a low toxicity therapeutic for human acute myeloid leukemia and confirm the LMI approach as a robust tool for the discovery of novel differentiation therapies for cancer.


Subject(s)
Antineoplastic Agents/administration & dosage , Gene Expression Profiling/methods , Leukemia, Myeloid, Acute/drug therapy , Mebendazole/administration & dosage , Animals , Antineoplastic Agents/pharmacology , Cell Differentiation/drug effects , Cell Lineage/drug effects , Cell Proliferation/drug effects , Computational Biology , Drug Repositioning , Gene Expression Regulation, Neoplastic , HL-60 Cells , Humans , Leukemia, Myeloid, Acute/genetics , Mebendazole/pharmacology , Mice , Small Molecule Libraries/pharmacology , Xenograft Model Antitumor Assays
12.
Cell Chem Biol ; 26(5): 711-723.e14, 2019 05 16.
Article in English | MEDLINE | ID: mdl-30880155

ABSTRACT

The transcription factor Max is a basic-helix-loop-helix leucine zipper (bHLHLZ) protein that forms homodimers or interacts with other bHLHLZ proteins, including Myc and Mxd proteins. Among this dynamic network of interactions, the Myc/Max heterodimer has crucial roles in regulating normal cellular processes, but its transcriptional activity is deregulated in a majority of human cancers. Despite this significance, the arsenal of high-quality chemical probes to interrogate these proteins remains limited. We used small molecule microarrays to identify compounds that bind Max in a mechanistically unbiased manner. We discovered the asymmetric polycyclic lactam, KI-MS2-008, which stabilizes the Max homodimer while reducing Myc protein and Myc-regulated transcript levels. KI-MS2-008 also decreases viable cancer cell growth in a Myc-dependent manner and suppresses tumor growth in vivo. This approach demonstrates the feasibility of modulating Max with small molecules and supports altering Max dimerization as an alternative approach to targeting Myc.


Subject(s)
Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , Lactams/pharmacology , Polycyclic Compounds/pharmacology , Proto-Oncogene Proteins c-myc/genetics , Repressor Proteins/metabolism , Small Molecule Libraries/pharmacology , Transcription, Genetic/drug effects , Animals , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/chemistry , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/genetics , Cell Line , Dimerization , Disease Models, Animal , Humans , Lactams/chemical synthesis , Lactams/therapeutic use , Male , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasms/drug therapy , Polycyclic Compounds/chemical synthesis , Polycyclic Compounds/therapeutic use , Promoter Regions, Genetic , Protein Binding , Proto-Oncogene Proteins c-myc/metabolism , Rats , Repressor Proteins/chemistry , Repressor Proteins/genetics , Small Molecule Libraries/therapeutic use , Ultraviolet Rays
13.
Oncotarget ; 7(19): 26926-34, 2016 May 10.
Article in English | MEDLINE | ID: mdl-27095570

ABSTRACT

Oncogene inactivation in both clinical targeted therapies and conditional transgenic mouse cancer models can induce significant tumor regression associated with the robust induction of apoptosis. Here we report that in MYC-, RAS-, and BCR-ABL-induced acute lymphoblastic leukemia (ALL), apoptosis upon oncogene inactivation is mediated by the same pro-apoptotic protein, BIM. The induction of BIMin the MYC- and RAS-driven leukemia is mediated by the downregulation of miR-17-92. Overexpression of miR-17-92 blocked the induction of apoptosis upon oncogene inactivation in the MYC and RAS-driven but not in the BCR-ABL-driven ALL leukemia. Hence, our results provide novel insight into the mechanism of apoptosis upon oncogene inactivation and suggest that induction of BIM-mediated apoptosis may be an important therapeutic approach for ALL.


Subject(s)
Apoptosis/genetics , Bcl-2-Like Protein 11/genetics , Oncogenes/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Animals , Apoptosis/drug effects , Bcl-2-Like Protein 11/metabolism , Cell Line, Tumor , Disease Models, Animal , Doxycycline/pharmacology , Fusion Proteins, bcr-abl/genetics , Fusion Proteins, bcr-abl/metabolism , Gene Expression Regulation, Leukemic/drug effects , Humans , Mice, Transgenic , MicroRNAs/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , RNA Interference
14.
J Biophotonics ; 6(8): 645-55, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23420601

ABSTRACT

Understanding the cellular response to DNA strand breaks is crucial to decipher the mechanisms maintaining the integrity of our genome. We present a novel method to visualize how the mobility of nuclear proteins changes in response to localized DNA damage. DNA strand breaks are induced via nonlinear excitation with femtosecond laser pulses at λ = 1050 nm in a 3D-confined subnuclear volume. After a time delay of choice, protein mobility within this volume is analysed by two-photon photoactivation of PA-GFP fusion proteins at λ = 775 nm. By changing the position of the photoactivation spot with respect to the zone of lesion the influence of chromatin structure and of the distance from damage are investigated. As first applications we demonstrate a locally confined, time-dependent mobility increase of histone H1.2, and a progressive retardation of the DNA repair factor XRCC1 at damaged sites. This assay can be used to map the response of nuclear proteins to DNA damage in time and space.


Subject(s)
DNA Damage , Infrared Rays , Lasers , Molecular Imaging , Nonlinear Dynamics , Nuclear Proteins/metabolism , Chromatin/metabolism , Chromatin/radiation effects , DNA-Binding Proteins/metabolism , Green Fluorescent Proteins/metabolism , HeLa Cells , Histones/metabolism , Humans , Microscopy, Fluorescence, Multiphoton , Photons , Protein Transport/radiation effects , X-ray Repair Cross Complementing Protein 1
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