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1.
Cancer Immunol Res ; 9(11): 1298-1315, 2021 11.
Article En | MEDLINE | ID: mdl-34462284

Substantial progress has been made in understanding how tumors escape immune surveillance. However, few measures to counteract tumor immune evasion have been developed. Suppression of tumor antigen expression is a common adaptive mechanism that cancers use to evade detection and destruction by the immune system. Epigenetic modifications play a critical role in various aspects of immune invasion, including the regulation of tumor antigen expression. To identify epigenetic regulators of tumor antigen expression, we established a transplantable syngeneic tumor model of immune escape with silenced antigen expression and used this system as a platform for a CRISPR-Cas9 suppressor screen for genes encoding epigenetic modifiers. We found that disruption of the genes encoding either of the chromatin modifiers activating transcription factor 7-interacting protein (Atf7ip) or its interacting partner SET domain bifurcated histone lysine methyltransferase 1 (Setdb1) in tumor cells restored tumor antigen expression. This resulted in augmented tumor immunogenicity concomitant with elevated endogenous retroviral (ERV) antigens and mRNA intron retention. ERV disinhibition was associated with a robust type I interferon response and increased T-cell infiltration, leading to rejection of cells lacking intact Atf7ip or Setdb1. ATF7IP or SETDB1 expression inversely correlated with antigen processing and presentation pathways, interferon signaling, and T-cell infiltration and cytotoxicity in human cancers. Our results provide a rationale for targeting Atf7ip or Setdb1 in cancer immunotherapy.


Antigens, Neoplasm/metabolism , Histone-Lysine N-Methyltransferase/metabolism , Neoplasms/genetics , Repressor Proteins/metabolism , Animals , Cell Culture Techniques , Cell Line , Cell Proliferation , Humans , Mice , Mice, Nude
2.
Proc Natl Acad Sci U S A ; 117(50): 31914-31922, 2020 12 15.
Article En | MEDLINE | ID: mdl-33257571

Inhibiting membrane association of RAS has long been considered a rational approach to anticancer therapy, which led to the development of farnesyltransferase inhibitors (FTIs). However, FTIs proved ineffective against KRAS-driven tumors. To reveal alternative therapeutic strategies, we carried out a genome-wide CRISPR-Cas9 screen designed to identify genes required for KRAS4B membrane association. We identified five enzymes in the prenylation pathway and SAFB, a nuclear protein with both DNA and RNA binding domains. Silencing SAFB led to marked mislocalization of all RAS isoforms as well as RAP1A but not RAB7A, a pattern that phenocopied silencing FNTA, the prenyltransferase α subunit shared by farnesyltransferase and geranylgeranyltransferase type I. We found that SAFB promoted RAS membrane association by controlling FNTA expression. SAFB knockdown decreased GTP loading of RAS, abrogated alternative prenylation, and sensitized RAS-mutant cells to growth inhibition by FTI. Our work establishes the prenylation pathway as paramount in KRAS membrane association, reveals a regulator of prenyltransferase expression, and suggests that reduction in FNTA expression may enhance the efficacy of FTIs.


Cell Membrane/metabolism , Dimethylallyltranstransferase/metabolism , Matrix Attachment Region Binding Proteins/metabolism , Neoplasms/pathology , Nuclear Matrix-Associated Proteins/metabolism , Proto-Oncogene Proteins p21(ras)/metabolism , Receptors, Estrogen/metabolism , Alkyl and Aryl Transferases/genetics , Alkyl and Aryl Transferases/metabolism , CRISPR-Cas Systems/genetics , Computational Biology , Datasets as Topic , Gene Knockdown Techniques , Humans , Matrix Attachment Region Binding Proteins/genetics , Neoplasms/genetics , Nuclear Matrix-Associated Proteins/genetics , Protein Prenylation , Protein Subunits/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Receptors, Estrogen/genetics
4.
Genome Biol ; 21(1): 108, 2020 05 11.
Article En | MEDLINE | ID: mdl-32393311

BACKGROUND: Ubiquitously expressed CTCF is involved in numerous cellular functions, such as organizing chromatin into TAD structures. In contrast, its paralog, CTCFL, is normally only present in the testis. However, it is also aberrantly expressed in many cancers. While it is known that shared and unique zinc finger sequences in CTCF and CTCFL enable CTCFL to bind competitively to a subset of CTCF binding sites as well as its own unique locations, the impact of CTCFL on chromosome organization and gene expression has not been comprehensively analyzed in the context of CTCF function. Using an inducible complementation system, we analyze the impact of expressing CTCFL and CTCF-CTCFL chimeric proteins in the presence or absence of endogenous CTCF to clarify the relative and combined contribution of CTCF and CTCFL to chromosome organization and transcription. RESULTS: We demonstrate that the N terminus of CTCF interacts with cohesin which explains the requirement for convergent CTCF binding sites in loop formation. By analyzing CTCF and CTCFL binding in tandem, we identify phenotypically distinct sites with respect to motifs, targeting to promoter/intronic intergenic regions and chromatin folding. Finally, we reveal that the N, C, and zinc finger terminal domains play unique roles in targeting each paralog to distinct binding sites to regulate transcription, chromatin looping, and insulation. CONCLUSION: This study clarifies the unique and combined contribution of CTCF and CTCFL to chromosome organization and transcription, with direct implications for understanding how their co-expression deregulates transcription in cancer.


CCCTC-Binding Factor/metabolism , Chromatin Assembly and Disassembly , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Neoplastic , Animals , Embryonic Stem Cells , Female , Humans , Male , Mice
5.
Genome Biol ; 20(1): 248, 2019 11 21.
Article En | MEDLINE | ID: mdl-31752933

Activation of regulatory elements is thought to be inversely correlated with DNA methylation levels. However, it is difficult to determine whether DNA methylation is compatible with chromatin accessibility or transcription factor (TF) binding if assays are performed separately. We developed a fast, low-input, low sequencing depth method, EpiMethylTag, that combines ATAC-seq or ChIP-seq (M-ATAC or M-ChIP) with bisulfite conversion, to simultaneously examine accessibility/TF binding and methylation on the same DNA. Here we demonstrate that EpiMethylTag can be used to study the functional interplay between chromatin accessibility and TF binding (CTCF and KLF4) at methylated sites.


Chromatin Immunoprecipitation Sequencing , DNA Methylation , Genomics/methods , Animals , Chromatin/metabolism , Humans , Kruppel-Like Factor 4 , Transcription Factors/metabolism
6.
Nat Commun ; 10(1): 4843, 2019 10 24.
Article En | MEDLINE | ID: mdl-31649247

CTCF and cohesin play a key role in organizing chromatin into topologically associating domain (TAD) structures. Disruption of a single CTCF binding site is sufficient to change chromosomal interactions leading to alterations in chromatin modifications and gene regulation. However, the extent to which alterations in chromatin modifications can disrupt 3D chromosome organization leading to transcriptional changes is unknown. In multiple myeloma, a 4;14 translocation induces overexpression of the histone methyltransferase, NSD2, resulting in expansion of H3K36me2 and shrinkage of antagonistic H3K27me3 domains. Using isogenic cell lines producing high and low levels of NSD2, here we find oncogene activation is linked to alterations in H3K27ac and CTCF within H3K36me2 enriched chromatin. A logistic regression model reveals that differentially expressed genes are significantly enriched within the same insulated domain as altered H3K27ac and CTCF peaks. These results identify a bidirectional relationship between 2D chromatin and 3D genome organization in gene regulation.


Chromatin Assembly and Disassembly/genetics , Gene Expression Regulation, Neoplastic/genetics , Histone-Lysine N-Methyltransferase/genetics , Multiple Myeloma/genetics , Repressor Proteins/genetics , Binding Sites , CCCTC-Binding Factor/metabolism , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Chromosomal Proteins, Non-Histone/metabolism , Gene Expression/genetics , Humans , Logistic Models , Cohesins
7.
Elife ; 72018 01 08.
Article En | MEDLINE | ID: mdl-29309036

LINE-1/L1 retrotransposon sequences comprise 17% of the human genome. Among the many classes of mobile genetic elements, L1 is the only autonomous retrotransposon that still drives human genomic plasticity today. Through its co-evolution with the human genome, L1 has intertwined itself with host cell biology. However, a clear understanding of L1's lifecycle and the processes involved in restricting its insertion and intragenomic spread remains elusive. Here we identify modes of L1 proteins' entrance into the nucleus, a necessary step for L1 proliferation. Using functional, biochemical, and imaging approaches, we also show a clear cell cycle bias for L1 retrotransposition that peaks during the S phase. Our observations provide a basis for novel interpretations about the nature of nuclear and cytoplasmic L1 ribonucleoproteins (RNPs) and the potential role of DNA replication in L1 retrotransposition.


Cell Cycle , Cell Nucleus/metabolism , Ribonucleoproteins/metabolism , Humans , Long Interspersed Nucleotide Elements , Protein Transport
8.
Elife ; 72018 01 08.
Article En | MEDLINE | ID: mdl-29309035

Long Interspersed Nuclear Element-1 (LINE-1, L1) is a mobile genetic element active in human genomes. L1-encoded ORF1 and ORF2 proteins bind L1 RNAs, forming ribonucleoproteins (RNPs). These RNPs interact with diverse host proteins, some repressive and others required for the L1 lifecycle. Using differential affinity purifications, quantitative mass spectrometry, and next generation RNA sequencing, we have characterized the proteins and nucleic acids associated with distinctive, enzymatically active L1 macromolecular complexes. Among them, we describe a cytoplasmic intermediate that we hypothesize to be the canonical ORF1p/ORF2p/L1-RNA-containing RNP, and we describe a nuclear population containing ORF2p, but lacking ORF1p, which likely contains host factors participating in target-primed reverse transcription.


Endonucleases/analysis , Long Interspersed Nucleotide Elements , Macromolecular Substances/chemistry , RNA-Directed DNA Polymerase/analysis , RNA/analysis , Ribonucleoproteins/analysis , Chromatography, Affinity , HeLa Cells , Humans , Mass Spectrometry
9.
Nucleic Acids Res ; 44(18): 8714-8725, 2016 Oct 14.
Article En | MEDLINE | ID: mdl-27439714

Use of low resolution single cell DNA FISH and population based high resolution chromosome conformation capture techniques have highlighted the importance of pairwise chromatin interactions in gene regulation. However, it is unlikely that associations involving regulatory elements act in isolation of other interacting partners that also influence their impact. Indeed, the influence of multi-loci interactions remains something of an enigma as beyond low-resolution DNA FISH we do not have the appropriate tools to analyze these. Here we present a method that uses standard 4C-seq data to identify multi-loci interactions from the same cell. We demonstrate the feasibility of our method using 4C-seq data sets that identify known pairwise and novel tri-loci interactions involving the Tcrb and Igk antigen receptor enhancers. We further show that the three Igk enhancers, MiEκ, 3'Eκ and Edκ, interact simultaneously in this super-enhancer cluster, which add to our previous findings showing that loss of one element decreases interactions between all three elements as well as reducing their transcriptional output. These findings underscore the functional importance of simultaneous interactions and provide new insight into the relationship between enhancer elements. Our method opens the door for studying multi-loci interactions and their impact on gene regulation in other biological settings.


Chromosomes/metabolism , Genetic Loci , Nucleic Acid Conformation , Sequence Analysis, DNA/methods , Chromatin/metabolism , Enhancer Elements, Genetic , Estrogen Receptor beta/metabolism , Genome , Receptors, Antigen, T-Cell, alpha-beta
10.
Cell Rep ; 15(10): 2159-2169, 2016 06 07.
Article En | MEDLINE | ID: mdl-27239026

V(D)J recombination relies on the presence of proximal enhancers that activate the antigen receptor (AgR) loci in a lineage- and stage-specific manner. Unexpectedly, we find that both active and inactive AgR enhancers cooperate to disseminate their effects in a localized and long-range manner. Here, we demonstrate the importance of short-range contacts between active enhancers that constitute an Igk super-enhancer in B cells. Deletion of one element reduces the interaction frequency between other enhancers in the hub, which compromises the transcriptional output of each component. Furthermore, we establish that, in T cells, long-range contact and cooperation between the inactive Igk enhancer MiEκ and the active Tcrb enhancer Eß alters enrichment of CBFß binding in a manner that impacts Tcrb recombination. These findings underline the complexities of enhancer regulation and point to a role for localized and long-range enhancer-sharing between active and inactive elements in lineage- and stage-specific control.


Enhancer Elements, Genetic , Gene Expression Regulation , Animals , Gene Rearrangement, beta-Chain T-Cell Antigen Receptor , Mice, Inbred C57BL , Protein Binding/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Antigen, T-Cell, alpha-beta/genetics , Receptors, Antigen, T-Cell, alpha-beta/metabolism , T-Lymphocytes/immunology
11.
PLoS Comput Biol ; 12(3): e1004780, 2016 Mar.
Article En | MEDLINE | ID: mdl-26938081

4C-Seq has proven to be a powerful technique to identify genome-wide interactions with a single locus of interest (or "bait") that can be important for gene regulation. However, analysis of 4C-Seq data is complicated by the many biases inherent to the technique. An important consideration when dealing with 4C-Seq data is the differences in resolution of signal across the genome that result from differences in 3D distance separation from the bait. This leads to the highest signal in the region immediately surrounding the bait and increasingly lower signals in far-cis and trans. Another important aspect of 4C-Seq experiments is the resolution, which is greatly influenced by the choice of restriction enzyme and the frequency at which it can cut the genome. Thus, it is important that a 4C-Seq analysis method is flexible enough to analyze data generated using different enzymes and to identify interactions across the entire genome. Current methods for 4C-Seq analysis only identify interactions in regions near the bait or in regions located in far-cis and trans, but no method comprehensively analyzes 4C signals of different length scales. In addition, some methods also fail in experiments where chromatin fragments are generated using frequent cutter restriction enzymes. Here, we describe 4C-ker, a Hidden-Markov Model based pipeline that identifies regions throughout the genome that interact with the 4C bait locus. In addition, we incorporate methods for the identification of differential interactions in multiple 4C-seq datasets collected from different genotypes or experimental conditions. Adaptive window sizes are used to correct for differences in signal coverage in near-bait regions, far-cis and trans chromosomes. Using several datasets, we demonstrate that 4C-ker outperforms all existing 4C-Seq pipelines in its ability to reproducibly identify interaction domains at all genomic ranges with different resolution enzymes.


DNA, Catalytic/chemistry , DNA, Catalytic/genetics , Genome/physiology , Restriction Mapping/methods , Sequence Analysis, DNA/methods , Software , Algorithms , Base Sequence , Binding Sites , Molecular Sequence Data , Protein Binding
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