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1.
mBio ; 15(5): e0072924, 2024 May 08.
Article En | MEDLINE | ID: mdl-38624210

The integration of HPV DNA into human chromosomes plays a pivotal role in the onset of papillomavirus-related cancers. HPV DNA integration often occurs by linearizing the viral DNA in the E1/E2 region, resulting in the loss of a critical viral early polyadenylation signal (PAS), which is essential for the polyadenylation of the E6E7 bicistronic transcripts and for the expression of the viral E6 and E7 oncogenes. Here, we provide compelling evidence that, despite the presence of numerous integrated viral DNA copies, virus-host fusion transcripts originate from only a single integrated HPV DNA in HPV16 and HPV18 cervical cancers and cervical cancer-derived cell lines. The host genomic elements neighboring the integrated HPV DNA are critical for the efficient expression of the viral oncogenes that leads to clonal cell expansion. The fusion RNAs that are produced use a host RNA polyadenylation signal downstream of the integration site, and almost all involve splicing to host sequences. In cell culture, siRNAs specifically targeting the host portion of the virus-host fusion transcripts effectively silenced viral E6 and E7 expression. This, in turn, inhibited cell growth and promoted cell senescence in HPV16+ CaSki and HPV18+ HeLa cells. Showing that HPV E6 and E7 expression from a single integration site is instrumental in clonal cell expansion sheds new light on the mechanisms of HPV-induced carcinogenesis and could be used for the development of precision medicine tailored to combat HPV-related malignancies. IMPORTANCE: Persistent oncogenic HPV infections lead to viral DNA integration into the human genome and the development of cervical, anogenital, and oropharyngeal cancers. The expression of the viral E6 and E7 oncogenes plays a key role in cell transformation and tumorigenesis. However, how E6 and E7 could be expressed from the integrated viral DNA which often lacks a viral polyadenylation signal in the cancer cells remains unknown. By analyzing the integrated HPV DNA sites and expressed HPV RNAs in cervical cancer tissues and cell lines, we show that HPV oncogenes are expressed from only one of multiple chromosomal HPV DNA integrated copies. A host polyadenylation signal downstream of the integrated viral DNA is used for polyadenylation and stabilization of the virus-host chimeric RNAs, making the oncogenic transcripts targetable by siRNAs. This observation provides further understanding of the tumorigenic mechanism of HPV integration and suggests possible therapeutic strategies for the development of precision medicine for HPV cancers.


DNA, Viral , Oncogene Proteins, Viral , Papillomavirus Infections , Uterine Cervical Neoplasms , Virus Integration , Humans , Female , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/genetics , Virus Integration/genetics , Oncogene Proteins, Viral/genetics , Oncogene Proteins, Viral/metabolism , Papillomavirus Infections/virology , Papillomavirus Infections/genetics , DNA, Viral/genetics , Human papillomavirus 16/genetics , Human papillomavirus 18/genetics , Cell Line, Tumor , Oncogenes/genetics , Polyadenylation
2.
bioRxiv ; 2024 Jan 28.
Article En | MEDLINE | ID: mdl-38410462

Kaposi's sarcoma-associated herpesvirus (KSHV) ORF57 is a lytic RNA-binding protein. We applied BCBL-1 cells in lytic KSHV infection and performed UV cross-linking immunoprecipitation (CLIP) followed by RNA-seq of the CLIPed RNA fragments (CLIP-seq). We identified ORF57-bound transcripts from 544 host protein-coding genes. By comparing with the RNA-seq profiles from BCBL-1 cells with latent and lytic KSHV infection and from HEK293T cells with and without ORF57 expression, we identified FOS and CITED2 RNAs being two common ORF57-specific RNA targets. FOS dimerizes with JUN as a transcription factor AP-1 involved in cell proliferation, differentiation, and transformation. Knockout of the ORF57 gene from the KSHV genome led BAC16-iSLK cells incapable of FOS expression in KSHV lytic infection. The dysfunctional KSHV genome in FOS expression could be rescued by Lenti-ORF57 virus infection. ORF57 protein does not regulate FOS translation but binds to the 13-nt RNA motif near the FOS RNA 5' end and prolongs FOS mRNA half-life 7.7 times longer than it is in the absence of ORF57. This binding of ORF57 to FOS RNA is competitive to the binding of a host nuclease AEN (also referred to as ISG20L1). KSHV infection inhibits the expression of AEN, but not exosomal RNA helicase MTR4. FOS expression mediated by ORF57 inhibits AEN transcription, but transactivates RGS2, a regulator of G-protein coupled receptors. FOS binds a conserved AP-1 site in the RGS2 promoter and enhances RGS2 expression to phosphorylate AKT. Altogether, we have discovered that KSHV ORF57 specifically binds and stabilizes FOS RNA to increase FOS expression, thereby disturbing host gene expression and inducing pathogenesis during KSHV lytic infection.

3.
Nat Commun ; 15(1): 1799, 2024 Feb 28.
Article En | MEDLINE | ID: mdl-38418824

In the liver, mitochondria are exposed to different concentrations of nutrients due to their spatial positioning across the periportal and pericentral axis. How the mitochondria sense and integrate these signals to respond and maintain homeostasis is not known. Here, we combine intravital microscopy, spatial proteomics, and functional assessment to investigate mitochondrial heterogeneity in the context of liver zonation. We find that periportal and pericentral mitochondria are morphologically and functionally distinct; beta-oxidation is elevated in periportal regions, while lipid synthesis is predominant in the pericentral mitochondria. In addition, comparative phosphoproteomics reveals spatially distinct patterns of mitochondrial composition and potential regulation via phosphorylation. Acute pharmacological modulation of nutrient sensing through AMPK and mTOR shifts mitochondrial phenotypes in the periportal and pericentral regions, linking nutrient gradients across the lobule and mitochondrial heterogeneity. This study highlights the role of protein phosphorylation in mitochondrial structure, function, and overall homeostasis in hepatic metabolic zonation. These findings have important implications for liver physiology and disease.


Liver , Mitochondria , Liver/metabolism , Oxidation-Reduction , Mitochondria/metabolism
4.
bioRxiv ; 2023 Oct 26.
Article En | MEDLINE | ID: mdl-37333328

In the liver, mitochondria are exposed to different concentrations of nutrients due to their spatial positioning across the periportal (PP) and pericentral (PC) axis. How these mitochondria sense and integrate these signals to respond and maintain homeostasis is not known. Here, we combined intravital microscopy, spatial proteomics, and functional assessment to investigate mitochondrial heterogeneity in the context of liver zonation. We found that PP and PC mitochondria are morphologically and functionally distinct; beta-oxidation was elevated in PP regions, while lipid synthesis was predominant in the PC mitochondria. In addition, comparative phosphoproteomics revealed spatially distinct patterns of mitochondrial composition and potential regulation via phosphorylation. Acute pharmacological modulation of nutrient sensing through AMPK and mTOR shifted mitochondrial phenotypes in the PP and PC regions, linking nutrient gradients across the lobule and mitochondrial heterogeneity. This study highlights the role of protein phosphorylation in mitochondrial structure, function, and overall homeostasis in hepatic metabolic zonation. These findings have important implications for liver physiology and disease.

5.
Nat Commun ; 14(1): 575, 2023 02 02.
Article En | MEDLINE | ID: mdl-36732510

The development of an effective vaccine to protect against HIV acquisition will be greatly bolstered by in-depth understanding of the innate and adaptive responses to vaccination. We report here that the efficacy of DNA/ALVAC/gp120/alum vaccines, based on V2-specific antibodies mediating apoptosis of infected cells (V2-ADCC), is complemented by efferocytosis, a cyclic AMP (cAMP)-dependent antiphlogistic engulfment of apoptotic cells by CD14+ monocytes. Central to vaccine efficacy is the engagement of the CCL2/CCR2 axis and tolerogenic dendritic cells producing IL-10 (DC-10). Epigenetic reprogramming in CD14+ cells of the cyclic AMP/CREB pathway and increased systemic levels of miRNA-139-5p, a negative regulator of expression of the cAMP-specific phosphodiesterase PDE4D, correlated with vaccine efficacy. These data posit that efferocytosis, through the prompt and effective removal of apoptotic infected cells, contributes to vaccine efficacy by decreasing inflammation and maintaining tissue homeostasis.


AIDS Vaccines , HIV Infections , Female , Animals , Vaccine Efficacy , Macaca mulatta , Vaccination , Antibody-Dependent Cell Cytotoxicity , HIV Antibodies , HIV Infections/prevention & control , HIV Envelope Protein gp120/genetics
6.
Nat Commun ; 13(1): 7303, 2022 11 26.
Article En | MEDLINE | ID: mdl-36435799

White adipose tissue browning is a key metabolic process controlled by epigenetic factors that facilitate changes in gene expression leading to altered cell identity. We find that male mice lacking the nucleosome binding proteins HMGN1 and HMGN2 (DKO mice), show decreased body weight and inguinal WAT mass, but elevated food intake, WAT browning and energy expenditure. DKO white preadipocytes show reduced chromatin accessibility and lower FRA2 and JUN binding at Pparγ and Pparα promoters. White preadipocytes and mouse embryonic fibroblasts from DKO mice show enhanced rate of differentiation into brown-like adipocytes. Differentiating DKO adipocytes show reduced H3K27ac levels at white adipocyte-specific enhancers but elevated H3K27ac levels at brown adipocyte-specific enhancers, suggesting a faster rate of change in cell identity, from white to brown-like adipocytes. Thus, HMGN proteins function as epigenetic factors that stabilize white adipocyte cell identity, thereby modulating the rate of white adipose tissue browning and affecting energy metabolism in mice.


Adipose Tissue, Brown , Nucleosomes , Male , Animals , Mice , Nucleosomes/metabolism , Adipose Tissue, Brown/metabolism , HMGN Proteins/metabolism , Epigenesis, Genetic , Fibroblasts/metabolism , Adipose Tissue, White/metabolism , Adipocytes, Brown/metabolism , Energy Metabolism/genetics
7.
PLoS Pathog ; 18(7): e1010311, 2022 07.
Article En | MEDLINE | ID: mdl-35834586

RNA splicing plays an essential role in the expression of eukaryotic genes. We previously showed that KSHV ORF57 is a viral splicing factor promoting viral lytic gene expression. In this report, we compared the splicing profile of viral RNAs in BCBL-1 cells carrying a wild-type (WT) versus the cells containing an ORF57 knock-out (57KO) KSHV genome during viral lytic infection. Our analyses of viral RNA splice junctions from RNA-seq identified 269 RNA splicing events in the WT and 255 in the 57KO genome, including the splicing events spanning large parts of the viral genome and the production of vIRF4 circRNAs. No circRNA was detectable from the PAN region. We found that the 57KO alters the RNA splicing efficiency of targeted viral RNAs. Two most susceptible RNAs to ORF57 splicing regulation are the K15 RNA with eight exons and seven introns and the bicistronic RNA encoding both viral thymidylate synthase (ORF70) and membrane-associated E3-ubiquitin ligase (K3). ORF57 inhibits splicing of both K15 introns 1 and 2. ORF70/K3 RNA bears two introns, of which the first intron is within the ORF70 coding region as an alternative intron and the second intron in the intergenic region between the ORF70 and K3 as a constitutive intron. In the WT cells expressing ORF57, most ORF70/K3 transcripts retain the first intron to maintain an intact ORF70 coding region. In contrast, in the 57KO cells, the first intron is substantially spliced out. Using a minigene comprising of ORF70/K3 locus, we further confirmed ORF57 regulation of ORF70/K3 RNA splicing, independently of other viral factors. By monitoring protein expression, we showed that ORF57-mediated retention of the first intron leads to the expression of full-length ORF70 protein. The absence of ORF57 promotes the first intron splicing and expression of K3 protein. Altogether, we conclude that ORF57 regulates alternative splicing of ORF70/K3 bicistronic RNA to control K3-mediated immune evasion and ORF70 participation of viral DNA replication in viral lytic infection.


Herpesvirus 8, Human , Repressor Proteins/genetics , Trans-Activators/genetics , DNA Replication , DNA, Viral/metabolism , Gene Expression Regulation, Viral , Genome, Viral , Herpesvirus 8, Human/physiology , RNA Splicing/genetics , RNA, Viral/genetics , RNA, Viral/metabolism , RNA-Binding Proteins/metabolism , Virus Replication/genetics
8.
J Exp Clin Cancer Res ; 41(1): 208, 2022 Jun 27.
Article En | MEDLINE | ID: mdl-35754026

BACKGROUND: There is no universally accepted treatment for patients with advanced papillary renal cell carcinoma (PRCC). The presence of activating mutations in MET, as well as gain of chromosome 7, where the MET gene is located, are the most common genetic alterations associated with PRCC, leading to the clinical evaluation of MET tyrosine kinase inhibitors (TKIs) in this cancer. However, TKIs targeting MET selectively, as well as multitargeted TKIs with activity against MET demonstrate modest efficacy in PRCC and primary and secondary treatment failure is common; other approaches are urgently needed to improve outcomes in these patients. METHODS: High throughput screening with small molecule libraries identified HSP90 inhibitors as agents of interest based on antitumor activity against patient derived PRCC cell lines. We investigated the activity of the orally available HSP90 inhibitor, SNX2112 in vitro, using 2D/3D PRCC cell culture models and in vivo, in mice tumor xenograft models. The molecular pathways mediating antitumor activity of SNX2112 were assessed by Western blot analysis, Flow cytometry, RNA-seq analysis, Real Time qPCR and imaging approaches. RESULTS: SNX2112 significantly inhibited cellular proliferation, induced G2/M cell cycle arrest and apoptosis in PRCC lines overexpressing MET. In contrast to TKIs targeting MET, SNX2112 inhibited both MET and known downstream mediators of MET activity (AKT, pAKT1/2 and pERK1/2) in PRCC cell lines. RNAi silencing of AKT1/2 or ERK1/2 expression significantly inhibited growth in PRCC cells. Furthermore, SNX2112 inhibited a unique set of E2F and MYC targets and G2M-associated genes. Interestingly, interrogation of the TCGA papillary RCC cohort revealed that these genes were overexpressed in PRCC and portend a poor prognosis. Finally, SNX-2112 demonstrated strong antitumor activity in vivo and prolonged survival of mice bearing human PRCC xenograft. CONCLUSIONS: These results demonstrate that HSP90 inhibition is associated with potent activity in PRCC, and implicate the PI3K/AKT and MEK/ERK1/2 pathways as important mediators of tumorigenesis. These data also provide the impetus for further clinical evaluation of HSP90, AKT, MEK or E2F pathway inhibitors in PRCC.


Antineoplastic Agents , Carcinoma, Renal Cell , Kidney Neoplasms , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , HSP90 Heat-Shock Proteins/genetics , Humans , Kidney Neoplasms/drug therapy , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Mice , Mitogen-Activated Protein Kinase Kinases , Phosphatidylinositol 3-Kinases , Proto-Oncogene Proteins c-akt
10.
J Vis Exp ; (180)2022 02 11.
Article En | MEDLINE | ID: mdl-35225292

Current single-cell epigenome analyses are designed for single use. The cell is discarded after a single use, preventing analysis of multiple epigenetic marks in a single cell and requiring data from other cells to distinguish signal from experimental background noise in a single cell. This paper describes a method to reuse the same single cell for iterative epigenomic analyses. In this experimental method, cellular proteins are first anchored to a polyacrylamide polymer instead of crosslinking them to protein and DNA, alleviating structural bias. This critical step allows repeated experiments with the same single cell. Next, a random primer with a scaffold sequence for proximity ligation is annealed to the genomic DNA, and the genomic sequence is added to the primer by extension using a DNA polymerase. Subsequently, an antibody against an epigenetic marker and control IgG, each labeled with different DNA probes, are bound to the respective targets in the same single cell. Proximity ligation is induced between the random primer and the antibody by adding a connector DNA with complementary sequences to the scaffold sequence of the random primer and the antibody-DNA probe. This approach integrates antibody information and nearby genome sequences in a single DNA product of proximity ligation. By enabling repeated experiments with the same single cell, this method allows an increase in data density from a rare cell and statistical analysis using only IgG and antibody data from the same cell. The reusable single cells prepared by this method can be stored for at least a few months and reused later to broaden epigenetic characterization and increase data density. This method provides flexibility to researchers and their projects.


DNA , Epigenomics , DNA/genetics , DNA Probes , DNA-Directed DNA Polymerase/genetics , Epigenome , Epigenomics/methods
11.
Commun Biol ; 5(1): 159, 2022 02 23.
Article En | MEDLINE | ID: mdl-35197580

Nucleosomes containing acetylated H3K27 are a major epigenetic mark of active chromatin and identify cell-type specific chromatin regulatory regions which serve as binding sites for transcription factors. Here we show that the ubiquitous nucleosome binding proteins HMGN1 and HMGN2 bind preferentially to H3K27ac nucleosomes at cell-type specific chromatin regulatory regions. HMGNs bind directly to the acetylated nucleosome; the H3K27ac residue and linker DNA facilitate the preferential binding of HMGNs to the modified nucleosomes. Loss of HMGNs increases the levels of H3K27me3 and the histone H1 occupancy at enhancers and promoters and alters the interaction of transcription factors with chromatin. These experiments indicate that the H3K27ac epigenetic mark enhances the interaction of architectural protein with chromatin regulatory sites and identify determinants that facilitate the localization of HMGN proteins at regulatory sites to modulate cell-type specific gene expression.


HMGN Proteins , Nucleosomes , Chromatin/genetics , HMGN Proteins/chemistry , HMGN Proteins/genetics , HMGN Proteins/metabolism , Nucleosomes/genetics , Protein Binding , Transcription Factors/genetics , Transcription Factors/metabolism
12.
Mol Cancer Res ; 20(2): 305-318, 2022 02.
Article En | MEDLINE | ID: mdl-34670863

High-risk human papillomaviruses (HPV), exemplified by HPV16/18, are causally linked to human cancers of the anogenital tract, skin, and upper aerodigestive tract. Previously, we identified Ecdysoneless (ECD) protein, the human homolog of the Drosophila ecdysoneless gene, as a novel HPV16 E6-interacting protein. Here, we show that ECD, through its C-terminal region, selectively binds to high-risk but not to low-risk HPV E6 proteins. We demonstrate that ECD is overexpressed in cervical and head and neck squamous cell carcinoma (HNSCC) cell lines as well as in tumor tissues. Using The Cancer Genome Atlas dataset, we show that ECD mRNA overexpression predicts shorter survival in patients with cervical and HNSCC. We demonstrate that ECD knockdown in cervical cancer cell lines led to impaired oncogenic behavior, and ECD co-overexpression with E7 immortalized primary human keratinocytes. RNA-sequencing analyses of SiHa cells upon ECD knockdown showed to aberrations in E6/E7 RNA splicing, as well as RNA splicing of several HPV oncogenesis-linked cellular genes, including splicing of components of mRNA splicing machinery itself. Taken together, our results support a novel role of ECD in viral and cellular mRNA splicing to support HPV-driven oncogenesis. IMPLICATIONS: This study links ECD overexpression to poor prognosis and shorter survival in HNSCC and cervical cancers and identifies a critical role of ECD in cervical oncogenesis through regulation of viral and cellular mRNA splicing.


Carrier Proteins/metabolism , Oncogenes/genetics , RNA Splicing/genetics , RNA, Messenger/metabolism , Uterine Cervical Neoplasms/genetics , Female , Humans , Transfection
13.
J Virol ; 96(3): e0178221, 2022 02 09.
Article En | MEDLINE | ID: mdl-34787459

Kaposi's sarcoma-associated herpesvirus (KSHV) ORF57 is an RNA-binding posttranscriptional regulator. We recently applied an affinity-purified anti-ORF57 antibody to conduct ORF57 cross-linking immunoprecipitation (CLIP) in combination with RNA-sequencing (CLIP-seq) and analyzed the genome-wide host RNA transcripts in association with ORF57 in BCBL-1 cells with lytic KSHV infection. Mapping of the CLIP RNA reads to the human genome (GRCh37) revealed that most of the ORF57-associated RNA reads were from rRNAs. The remaining RNA reads mapped to several classes of host noncoding and protein-coding mRNAs. We found that ORF57 binds and regulates expression of a subset of host long noncoding RNAs (lncRNAs), including LINC00324, LINC00355, and LINC00839, which are involved in cell growth. ORF57 binds small nucleolar RNAs (snoRNAs) responsible for 18S and 28S rRNA modifications but does not interact with fibrillarin or NOP58. We validated ORF57 interactions with 67 snoRNAs by ORF57 RNA immunoprecipitation (RIP)-snoRNA array assays. Most of the identified ORF57 rRNA binding sites (BS) overlap the sites binding snoRNAs. We confirmed ORF57-snoRA71B RNA interaction in BCBL-1 cells by ORF57 RIP and Northern blot analyses using a 32P-labeled oligonucleotide probe from the 18S rRNA region complementary to snoRA71B. Using RNA oligonucleotides from the rRNA regions that ORF57 binds for oligonucleotide pulldown-Western blot assays, we selectively verified ORF57 interactions with 5.8S and 18S rRNAs. Polysome profiling revealed that ORF57 associates with both monosomes and polysomes and that its association with polysomes increases PABPC1 binding to polysomes but prevents Ago2 association with polysomes. Our data indicate a functional correlation with ORF57 binding and suppression of Ago2 activities for ORF57 promotion of gene expression. IMPORTANCE As an RNA-binding protein, KSHV ORF57 regulates RNA splicing, stability, and translation and inhibits host innate immunity by blocking the formation of RNA granules in virus-infected cells. In this study, ORF57 was found to interact with many host noncoding RNAs, including lncRNAs, snoRNAs, and rRNAs, to carry out additional unknown functions. ORF57 binds a group of lncRNAs via the RNA motifs identified by ORF57 CLIP-seq to regulate their expression. ORF57 associates with snoRNAs independently of fibrillarin and NOP58 proteins and with rRNA in the regions that commonly bind snoRNAs. Knockdown of fibrillarin expression decreases the expression of snoRNAs and CDK4 but does not affect viral gene expression. More importantly, we found that ORF57 binds translationally active polysomes and enhances PABPC1 but prevents Ago2 association with polysomes. Data provide compelling evidence on how ORF57 in KSHV-infected cells might regulate protein synthesis by blocking Ago2's hostile activities on translation.


Herpesviridae Infections/genetics , Herpesviridae Infections/virology , Herpesvirus 8, Human/physiology , Host-Pathogen Interactions/genetics , Polyribosomes/metabolism , RNA, Untranslated/genetics , Viral Regulatory and Accessory Proteins/metabolism , Gene Expression Regulation , Gene Expression Regulation, Viral , Genome-Wide Association Study , Herpesviridae Infections/metabolism , High-Throughput Nucleotide Sequencing , Humans , Nucleic Acid Conformation , Protein Binding , RNA-Binding Proteins/metabolism , Virus Replication
14.
PLoS Pathog ; 17(8): e1009812, 2021 08.
Article En | MEDLINE | ID: mdl-34343212

MmuPV1 is a useful model for studying papillomavirus-induced tumorigenesis. We used RNA-seq to look for chimeric RNAs that map to both MmuPV1 and host genomes. In tumor tissues, a higher proportion of total viral reads were virus-host chimeric junction reads (CJRs) (1.9‰ - 7‰) than in tumor-free tissues (0.6‰ - 1.3‰): most CJRs mapped to the viral E2/E4 region. Although most of the MmuPV1 integration sites were mapped to intergenic regions and introns throughout the mouse genome, integrations were seen more than once in several genes: Malat1, Krt1, Krt10, Fabp5, Pard3, and Grip1; these data were confirmed by rapid amplification of cDNA ends (RACE)-Single Molecule Real-Time (SMRT)-seq or targeted DNA-seq. Microhomology sequences were frequently seen at host-virus DNA junctions. MmuPV1 infection and integration affected the expression of host genes. We found that factors for DNA double-stranded break repair and microhomology-mediated end-joining (MMEJ), such as H2ax, Fen1, DNA polymerase Polθ, Cdk1, and Plk1, exhibited a step-wise increase and Mdc1 a decrease in expression in MmuPV1-infected tissues and MmuPV1 tumors relative to normal tissues. Increased expression of mitotic kinases CDK1 and PLK1 appears to be correlated with CtIP phosphorylation in MmuPV1 tumors, suggesting a role for MMEJ-mediated DNA joining in the MmuPV1 integration events that are associated with MmuPV1-induced progression of tumors.


DNA End-Joining Repair , DNA Repair Enzymes/metabolism , DNA, Viral/genetics , Keratinocytes/metabolism , Papilloma/genetics , Papillomaviridae/genetics , Papillomavirus Infections/genetics , Animals , Animals, Newborn , DNA Breaks, Double-Stranded , DNA Repair Enzymes/genetics , Female , Genome, Viral , Homologous Recombination , Keratinocytes/virology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Papilloma/virology , Papillomavirus Infections/metabolism , Papillomavirus Infections/virology , RNA-Seq
15.
Genome Res ; 31(10): 1819-1830, 2021 10.
Article En | MEDLINE | ID: mdl-33627472

Gene expression in individual cells is epigenetically regulated by DNA modifications, histone modifications, transcription factors, and other DNA-binding proteins. It has been shown that multiple histone modifications can predict gene expression and reflect future responses of bulk cells to extracellular cues. However, the predictive ability of epigenomic analysis is still limited for mechanistic research at a single cell level. To overcome this limitation, it would be useful to acquire reliable signals from multiple epigenetic marks in the same single cell. Here, we propose a new approach and a new method for analysis of several components of the epigenome in the same single cell. The new method allows reanalysis of the same single cell. We found that reanalysis of the same single cell is feasible, provides confirmation of the epigenetic signals, and allows application of statistical analysis to identify reproduced reads using data sets generated only from the single cell. Reanalysis of the same single cell is also useful to acquire multiple epigenetic marks from the same single cells. The method can acquire at least five epigenetic marks: H3K27ac, H3K27me3, mediator complex subunit 1, a DNA modification, and a DNA-interacting protein. We can predict active signaling pathways in K562 single cells using the epigenetic data and confirm that the predicted results strongly correlate with actual active signaling pathways identified by RNA-seq results. These results suggest that the new method provides mechanistic insights for cellular phenotypes through multilayered epigenome analysis in the same single cells.


Epigenomics , Histone Code , DNA Methylation , Epigenesis, Genetic , Epigenome , Epigenomics/methods , Protein Processing, Post-Translational
16.
PLoS Pathog ; 16(1): e1008206, 2020 01.
Article En | MEDLINE | ID: mdl-31968015

High-risk human papillomaviruses (HPVs) cause 5% of human cancers. Despite the availability of HPV vaccines, there remains a strong urgency to find ways to treat persistent HPV infections, as current HPV vaccines are not therapeutic for individuals already infected. We used a mouse papillomavirus infection model to characterize virus-host interactions. We found that mouse papillomavirus (MmuPV1) suppresses host immune responses via overexpression of stress keratins. In mice deficient for stress keratin K17 (K17KO), we observed rapid regression of papillomas dependent on T cells. Cellular genes involved in immune response were differentially expressed in the papillomas arising on the K17KO mice correlating with increased numbers of infiltrating CD8+ T cells and upregulation of IFNγ-related genes, including CXCL9 and CXCL10, prior to complete regression. Blocking the receptor for CXCL9/CXCL10 prevented early regression. Our data provide a novel mechanism by which papillomavirus-infected cells evade host immunity and defines new therapeutic targets for treating persistent papillomavirus infections.


Keratin-17/immunology , Papillomaviridae/immunology , Papillomavirus Infections/immunology , Receptors, CXCR3/metabolism , T-Lymphocytes/immunology , Animals , CD8-Positive T-Lymphocytes/immunology , Disease Models, Animal , Female , Immunity/genetics , Interferon-gamma/biosynthesis , Keratin-17/genetics , Male , Mice , Mice, Knockout , Up-Regulation
17.
J Virol ; 93(21)2019 11 01.
Article En | MEDLINE | ID: mdl-31413125

Kaposi's sarcoma-associated herpesvirus (KSHV)-transformed primary effusion lymphoma cell lines contain ∼70 to 150 copies of episomal KSHV genomes per cell and have been widely used for studying the mechanisms of KSHV latency and lytic reactivation. Here, we report the first complete knockout (KO) of viral ORF57 gene from all ∼100 copies of KSHV genome per cell in BCBL-1 cells. This was achieved by a modified CRISPR/Cas9 technology to simultaneously express two guide RNAs (gRNAs) and Cas9 from a single expression vector in transfected cells in combination with multiple rounds of cell selection and single-cell cloning. CRISPR/Cas9-mediated genome engineering induces the targeted gene deletion and inversion in situ We found the inverted ORF57 gene in the targeted site in the KSHV genome in one of two characterized single cell clones. Knockout of ORF57 from the KSHV genome led to viral genome instability, thereby reducing viral genome copies and expression of viral lytic genes in BCBL-1-derived single-cell clones. The modified CRISPR/Cas9 technology was very efficient in knocking out the ORF57 gene in iSLK/Bac16 and HEK293/Bac36 cells, where each cell contains only a few copies of the KSHV genome. The ORF57 KO genome was stable in iSLK/Bac16 cells, and, upon lytic induction, was partially rescued by ectopic ORF57 to express viral lytic gene ORF59 and produce infectious virions. Together, the technology developed in this study has paved the way to express two separate gRNAs and the Cas9 enzyme simultaneously in the same cell and could be efficiently applied to any genetic alterations from various genomes, including those in extreme high copy numbers.IMPORTANCE This study provides the first evidence that CRISPR/Cas9 technology can be applied to knock out the ORF57 gene from all ∼100 copies of the KSHV genome in primary effusion lymphoma (PEL) cells by coexpressing two guide RNAs (gRNAs) and Cas9 from a single expression vector in combination with single-cell cloning. The gene knockout efficiency in this system was evaluated rapidly using a direct cell PCR screening. The current CRISPR/Cas9 technology also mediated ORF57 inversion in situ in the targeted site of the KSHV genome. The successful rescue of viral lytic gene expression and infectious virion production from the ORF57 knockout (KO) genome further reiterates the essential role of ORF57 in KSHV infection and multiplication. This modified technology should be useful for knocking out any viral genes from a genome to dissect functions of individual viral genes in the context of the virus genome and to understand their contributions to viral genetics and the virus life cycle.


Genome, Viral/genetics , Herpesvirus 8, Human/genetics , Viral Regulatory and Accessory Proteins/genetics , CRISPR-Associated Protein 9 , CRISPR-Cas Systems , Cell Line, Tumor , Gene Expression Regulation, Viral , Gene Knockout Techniques , Genomic Instability , Herpesvirus 8, Human/physiology , Humans , RNA, Guide, Kinetoplastida/genetics , Sequence Inversion , Viral Regulatory and Accessory Proteins/metabolism , Virus Activation , Virus Replication
18.
Stem Cell Reports ; 9(5): 1706-1720, 2017 11 14.
Article En | MEDLINE | ID: mdl-29107591

Naked mole rats (NMRs) are exceptionally long-lived, cancer-resistant rodents. Identifying the defining characteristics of these traits may shed light on aging and cancer mechanisms. Here, we report the generation of induced pluripotent stem cells (iPSCs) from NMR fibroblasts and their contribution to mouse-NMR chimeric embryos. Efficient reprogramming could be observed under N2B27+2i conditions. The iPSCs displayed a characteristic morphology, expressed pluripotent markers, formed embryoid bodies, and showed typical differentiation patterns. Interestingly, NMR embryonic fibroblasts and the derived iPSCs had propensity for a tetraploid karyotype and were resistant to forming teratomas, but within mouse blastocysts they contributed to both interspecific placenta and fetus. Gene expression patterns of NMR iPSCs were more similar to those of human than mouse iPSCs. Overall, we uncovered unique features of NMR iPSCs and report a mouse-NMR chimeric model. The iPSCs and associated cell culture systems can be used for a variety of biological and biomedical applications.


Animals, Genetically Modified/genetics , Blastocyst/cytology , Chimera/genetics , Induced Pluripotent Stem Cells/cytology , Animals , Animals, Genetically Modified/growth & development , Cellular Reprogramming , Chimera/embryology , Embryoid Bodies/cytology , Embryonic Stem Cells/cytology , Fibroblasts/cytology , Karyotype , Male , Mice , Mice, Inbred C57BL , Mole Rats
19.
Cell Metab ; 25(4): 954-960.e6, 2017 Apr 04.
Article En | MEDLINE | ID: mdl-28380383

The DNA methylation levels of certain CpG sites are thought to reflect the pace of human aging. Here, we developed a robust predictor of mouse biological age based on 90 CpG sites derived from partial blood DNA methylation profiles. The resulting clock correctly determines the age of mouse cohorts, detects the longevity effects of calorie restriction and gene knockouts, and reports rejuvenation of fibroblast-derived iPSCs. The data show that mammalian DNA methylomes are characterized by CpG sites that may represent the organism's biological age. They are scattered across the genome, they are distinct in human and mouse, and their methylation gradually changes with age. The clock derived from these sites represents a biomarker of aging and can be used to determine the biological age of organisms and evaluate interventions that alter the rate of aging.


DNA Methylation/genetics , Longevity/genetics , Animals , Biological Clocks/genetics , Female , Male , Mice, Inbred C57BL
20.
Nat Struct Mol Biol ; 24(1): 61-68, 2017 01.
Article En | MEDLINE | ID: mdl-27870834

The ribosome can change its reading frame during translation in a process known as programmed ribosomal frameshifting. These rare events are supported by complex mRNA signals. However, we found that the ciliates Euplotes crassus and Euplotes focardii exhibit widespread frameshifting at stop codons. 47 different codons preceding stop signals resulted in either +1 or +2 frameshifts, and +1 frameshifting at AAA was the most frequent. The frameshifts showed unusual plasticity and rapid evolution, and had little influence on translation rates. The proximity of a stop codon to the 3' mRNA end, rather than its occurrence or sequence context, appeared to designate termination. Thus, a 'stop codon' is not a sufficient signal for translation termination, and the default function of stop codons in Euplotes is frameshifting, whereas termination is specific to certain mRNA positions and probably requires additional factors.


Euplotes/genetics , Transcriptome , Amino Acid Sequence , Base Sequence , Euplotes/metabolism , Frameshift Mutation , Peptide Chain Termination, Translational , Proteome/genetics , Proteome/metabolism , Protozoan Proteins/genetics , Protozoan Proteins/metabolism
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