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1.
Nat Immunol ; 23(4): 619-631, 2022 04.
Article in English | MEDLINE | ID: mdl-35332328

ABSTRACT

Innate lymphocytes encompass a diverse array of phenotypic identities with specialized functions. DNA methylation and hydroxymethylation are essential for epigenetic fidelity and fate commitment. The landscapes of these modifications are unknown in innate lymphocytes. Here, we characterized the whole-genome distribution of methyl-CpG and 5-hydroxymethylcytosine (5hmC) in mouse innate lymphoid cell 3 (ILC3), ILC2 and natural killer (NK) cells. We identified differentially methylated regions (DMRs) and differentially hydroxymethylated regions (DHMRs) between ILC and NK cell subsets and correlated them with transcriptional signatures. We associated lineage-determining transcription factors (LDTFs) with demethylation and demonstrated unique patterns of DNA methylation/hydroxymethylation in relationship to open chromatin regions (OCRs), histone modifications and TF-binding sites. We further identified an association between hydroxymethylation and NK cell superenhancers (SEs). Using mice lacking the DNA hydroxymethylase TET2, we showed the requirement for TET2 in optimal production of hallmark cytokines by ILC3s and interleukin-17A (IL-17A) by inflammatory ILC2s. These findings provide a powerful resource for studying innate lymphocyte epigenetic regulation and decode the regulatory logic governing their identity.


Subject(s)
DNA Methylation , Immunity, Innate , Animals , Chromatin/genetics , Epigenesis, Genetic , Immunity, Innate/genetics , Killer Cells, Natural , Lymphocytes , Mice
2.
Cell ; 149(6): 1381-92, 2012 Jun 08.
Article in English | MEDLINE | ID: mdl-22682255

ABSTRACT

Despite the explosive growth of genomic data, functional annotation of regulatory sequences remains difficult. Here, we introduce "comparative epigenomics"-interspecies comparison of DNA and histone modifications-as an approach for annotation of the regulatory genome. We measured in human, mouse, and pig pluripotent stem cells the genomic distributions of cytosine methylation, H2A.Z, H3K4me1/2/3, H3K9me3, H3K27me3, H3K27ac, H3K36me3, transcribed RNAs, and P300, TAF1, OCT4, and NANOG binding. We observed that epigenomic conservation was strong in both rapidly evolving and slowly evolving DNA sequences, but not in neutrally evolving sequences. In contrast, evolutionary changes of the epigenome and the transcriptome exhibited a linear correlation. We suggest that the conserved colocalization of different epigenomic marks can be used to discover regulatory sequences. Indeed, seven pairs of epigenomic marks identified exhibited regulatory functions during differentiation of embryonic stem cells into mesendoderm cells. Thus, comparative epigenomics reveals regulatory features of the genome that cannot be discerned from sequence comparisons alone.


Subject(s)
Conserved Sequence , DNA Methylation , Epigenomics/methods , Histone Code , Regulatory Elements, Transcriptional , Animals , Base Sequence , Embryonic Stem Cells/metabolism , Gene Expression Regulation , Humans , Mice , Pluripotent Stem Cells/metabolism , Swine , Transcription Factors/metabolism , Transcription, Genetic
3.
Nature ; 588(7837): 337-343, 2020 12.
Article in English | MEDLINE | ID: mdl-33239788

ABSTRACT

The zebrafish (Danio rerio) has been widely used in the study of human disease and development, and about 70% of the protein-coding genes are conserved between the two species1. However, studies in zebrafish remain constrained by the sparse annotation of functional control elements in the zebrafish genome. Here we performed RNA sequencing, assay for transposase-accessible chromatin using sequencing (ATAC-seq), chromatin immunoprecipitation with sequencing, whole-genome bisulfite sequencing, and chromosome conformation capture (Hi-C) experiments in up to eleven adult and two embryonic tissues to generate a comprehensive map of transcriptomes, cis-regulatory elements, heterochromatin, methylomes and 3D genome organization in the zebrafish Tübingen reference strain. A comparison of zebrafish, human and mouse regulatory elements enabled the identification of both evolutionarily conserved and species-specific regulatory sequences and networks. We observed enrichment of evolutionary breakpoints at topologically associating domain boundaries, which were correlated with strong histone H3 lysine 4 trimethylation (H3K4me3) and CCCTC-binding factor (CTCF) signals. We performed single-cell ATAC-seq in zebrafish brain, which delineated 25 different clusters of cell types. By combining long-read DNA sequencing and Hi-C, we assembled the sex-determining chromosome 4 de novo. Overall, our work provides an additional epigenomic anchor for the functional annotation of vertebrate genomes and the study of evolutionarily conserved elements of 3D genome organization.


Subject(s)
Genome/genetics , Imaging, Three-Dimensional , Molecular Imaging , Regulatory Sequences, Nucleic Acid/genetics , Zebrafish/genetics , Animals , Brain/metabolism , Conserved Sequence/genetics , DNA Methylation , Enhancer Elements, Genetic/genetics , Epigenesis, Genetic , Evolution, Molecular , Female , Gene Expression Profiling , Gene Regulatory Networks/genetics , Heterochromatin/chemistry , Heterochromatin/genetics , Heterochromatin/metabolism , Humans , Male , Mice , Organ Specificity , Promoter Regions, Genetic/genetics , Single-Cell Analysis , Species Specificity
4.
J Environ Manage ; 367: 121845, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39068779

ABSTRACT

The rapid development of green energy would render a profound impact on the non-ferrous metals markets in China. This paper adopts the quantile vector autoregression (QVAR) to investigate the spillover effects between China's green energy and non-ferrous metals markets as well as their dynamic pattern under normal and extreme conditions. Furthermore, GARCH-MIDAS model and quantile regression method are applied to examine the impact of China's climate policy uncertainty on the spillovers between the two markets. In doing so, we find that green energy markets mainly act as transmitters of return spillover effects to non-ferrous metals markets during normal market times and periods of downturns. However, in upturns, the non-ferrous metals markets would easily transit spillover effects to green energy ones. It is further indicated that China's climate policy uncertainty exacerbates the spillover effect, and the exacerbated effect of high uncertainty on the market relationship when the spillover effect is at high level is the most significant.


Subject(s)
Metals , China , Uncertainty , Climate , Climate Change , Environmental Policy
5.
Nature ; 515(7527): 371-375, 2014 Nov 20.
Article in English | MEDLINE | ID: mdl-25409826

ABSTRACT

To broaden our understanding of the evolution of gene regulation mechanisms, we generated occupancy profiles for 34 orthologous transcription factors (TFs) in human-mouse erythroid progenitor, lymphoblast and embryonic stem-cell lines. By combining the genome-wide transcription factor occupancy repertoires, associated epigenetic signals, and co-association patterns, here we deduce several evolutionary principles of gene regulatory features operating since the mouse and human lineages diverged. The genomic distribution profiles, primary binding motifs, chromatin states, and DNA methylation preferences are well conserved for TF-occupied sequences. However, the extent to which orthologous DNA segments are bound by orthologous TFs varies both among TFs and with genomic location: binding at promoters is more highly conserved than binding at distal elements. Notably, occupancy-conserved TF-occupied sequences tend to be pleiotropic; they function in several tissues and also co-associate with many TFs. Single nucleotide variants at sites with potential regulatory functions are enriched in occupancy-conserved TF-occupied sequences.


Subject(s)
Conserved Sequence/genetics , Genome/genetics , Genomics , Regulatory Sequences, Nucleic Acid/genetics , Transcription Factors/metabolism , Animals , Cell Line , Chromatin/genetics , Chromatin/metabolism , Enhancer Elements, Genetic/genetics , Humans , Mice , Polymorphism, Single Nucleotide/genetics
6.
Mediators Inflamm ; 2020: 8297134, 2020.
Article in English | MEDLINE | ID: mdl-32454795

ABSTRACT

PURPOSE: To evaluate the regulating effect of Notch-Hes1 signaling on IL-17A+ γδ +T cell expression and IL-17A secretion in mouse psoriasis-like skin inflammation. MATERIALS AND METHODS: Experimental mice were randomly divided into control group, model group (5% imiquimod- (IMQ-) treated mice), and intervention group (IMQ and γ-secretase inhibitor DAPT cotreated mice). The severity of psoriasis-like skin inflammation was evaluated by target lesion score based on the clinical psoriasis area and severity index (PASI). Flow cytometry detected IL-17A+ γδ +T cell percentage. Quantitative real-time RT-PCR detected Hes1 mRNA expression. Enzyme-linked immunosorbent assay and western blot measured IL-17A serum concentration and protein expression. Additionally, splenic single cells from model mice were treated by DAPT to further evaluate the inhibitory effect of blocking Notch-Hes1 signaling on IL-17A+ γδ +T cell differentiation and IL-17A secretion. RESULTS: The spleen index, IL-17A+ γδ +T cell percentage, Hes1 mRNA expression, IL-17A serum concentration, and protein expression were all significantly higher in model mice than control mice, while dramatically reduced in intervention mice by DAPT treatment, which also obviously alleviated the target lesion score, epidermal hyperplasia, and dermal inflammatory cell infiltration of intervention mice. In vitro study demonstrated that DAPT treatment could result in dose-dependent decrease of IL-17A+ γδ +T cell percentage and IL-17A secretion in splenic single cells of model mice.


Subject(s)
Interleukin-17/metabolism , Psoriasis/metabolism , Receptors, Notch/metabolism , T-Lymphocytes/cytology , Transcription Factor HES-1/metabolism , Animals , Cytokines/metabolism , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Imiquimod/therapeutic use , Inflammation/metabolism , Male , Mice , Mice, Inbred BALB C , Signal Transduction , Skin/metabolism , Spleen/metabolism , T-Lymphocytes/immunology , Th17 Cells/metabolism
7.
BMC Genomics ; 19(1): 888, 2018 Dec 07.
Article in English | MEDLINE | ID: mdl-30526554

ABSTRACT

BACKGROUND: While the genetics of obesity has been well defined, the epigenetics of obesity is poorly understood. Here, we used a genome-wide approach to identify genes with differences in both DNA methylation and expression associated with a high-fat diet in mice. RESULTS: We weaned genetically identical Small (SM/J) mice onto a high-fat or low-fat diet and measured their weights weekly, tested their glucose and insulin tolerance, assessed serum biomarkers, and weighed their organs at necropsy. We measured liver gene expression with RNA-seq (using 21 total libraries, each pooled with 2 mice of the same sex and diet) and DNA methylation with MRE-seq and MeDIP-seq (using 8 total libraries, each pooled with 4 mice of the same sex and diet). There were 4356 genes with expression differences associated with diet, with 184 genes exhibiting a sex-by-diet interaction. Dietary fat dysregulated several pathways, including those involved in cytokine-cytokine receptor interaction, chemokine signaling, and oxidative phosphorylation. Over 7000 genes had differentially methylated regions associated with diet, which occurred in regulatory regions more often than expected by chance. Only 5-10% of differentially methylated regions occurred in differentially expressed genes, however this was more often than expected by chance (p = 2.2 × 10- 8). CONCLUSIONS: Discovering the gene expression and methylation changes associated with a high-fat diet can help to identify new targets for epigenetic therapies and inform about the physiological changes in obesity. Here, we identified numerous genes with altered expression and methylation that are promising candidates for further study.


Subject(s)
DNA Methylation/genetics , Diet, High-Fat , Gene Expression Regulation , Genome , Animals , Blood Glucose/metabolism , Body Weight/genetics , Cholesterol/blood , Female , Genetic Association Studies , Glucose Tolerance Test , Insulin/blood , Insulin Resistance , Leptin/blood , Male , Mice , Obesity/blood , Obesity/genetics , Triglycerides/blood
8.
Proc Natl Acad Sci U S A ; 112(45): 14018-23, 2015 Nov 10.
Article in English | MEDLINE | ID: mdl-26508642

ABSTRACT

Thyroid hormone binds to nuclear receptors and regulates gene transcription. Here we report that in mice, at around the first day of life, there is a transient surge in hepatocyte type 2 deiodinase (D2) that activates the prohormone thyroxine to the active hormone triiodothyronine, modifying the expression of ∼165 genes involved in broad aspects of hepatocyte function, including lipid metabolism. Hepatocyte-specific D2 inactivation (ALB-D2KO) is followed by a delay in neonatal expression of key lipid-related genes and a persistent reduction in peroxisome proliferator-activated receptor-γ expression. Notably, the absence of a neonatal D2 peak significantly modifies the baseline and long-term hepatic transcriptional response to a high-fat diet (HFD). Overall, changes in the expression of approximately 400 genes represent the HFD response in control animals toward the synthesis of fatty acids and triglycerides, whereas in ALB-D2KO animals, the response is limited to a very different set of only approximately 200 genes associated with reverse cholesterol transport and lipase activity. A whole genome methylation profile coupled to multiple analytical platforms indicate that 10-20% of these differences can be related to the presence of differentially methylated local regions mapped to sites of active/suppressed chromatin, thus qualifying as epigenetic modifications occurring as a result of neonatal D2 inactivation. The resulting phenotype of the adult ALB-D2KO mouse is dramatic, with greatly reduced susceptibility to diet-induced steatosis, hypertriglyceridemia, and obesity.


Subject(s)
Disease Susceptibility/enzymology , Fatty Liver/enzymology , Gene Expression Regulation, Developmental/genetics , Hepatocytes/metabolism , Iodide Peroxidase/metabolism , Obesity/enzymology , Analysis of Variance , Animals , Animals, Newborn , Calorimetry, Indirect , DNA Methylation , Diet, High-Fat/adverse effects , Fatty Liver/etiology , Gene Expression Profiling , In Situ Hybridization , Mice , Mice, Knockout , Microarray Analysis , Obesity/etiology , Triiodothyronine/blood
9.
BMC Genomics ; 18(1): 439, 2017 06 05.
Article in English | MEDLINE | ID: mdl-28583088

ABSTRACT

BACKGROUND: Nicotinic acetylcholine receptors (nAChRs) play an important role in cellular physiology and human nicotine dependence, and are closely associated with many human diseases including cancer. For example, previous studies suggest that nAChRs can re-wire gene regulatory networks in lung cancer cell lines. However, the tissue specificity of nAChRs genes and their regulation remain unexplored. RESULT: In this study, we integrated data from multiple large genomic consortiums, including ENCODE, Roadmap Epigenomics, GTEx, and FANTOM, to define the transcriptomic and epigenomic landscape of all nicotinic receptor genes across many different human tissues and cell types. We found that many important nAChRs, including CHRNA3, CHRNA4, CHRNA5, and CHRNB4, exhibited strong non-neuronal tissue-specific expression patterns. CHRNA3, CHRNA5, and CHRNB4 were highly expressed in human colon and small intestine, and CHRNA4 was highly expressed in human liver. By comparing the epigenetic marks of CHRNA4 in human liver and hippocampus, we identified a novel liver-specific transcription start site (TSS) of CHRNA4. We further demonstrated that CHRNA4 was specifically transcribed in hepatocytes but not transcribed in hepatic sinusoids and stellate cells, and that transcription factors HNF4A and RXRA were likely upstream regulators of CHRNA4. Our findings suggest that CHRNA4 has distinct transcriptional regulatory mechanisms in human liver and brain, and that this tissue-specific expression pattern is evolutionarily conserved in mouse. Finally, we found that liver-specific CHRNA4 transcription was highly correlated with genes involved in the nicotine metabolism, including CYP2A6, UGT2B7, and FMO3. These genes were significantly down-regulated in liver cancer patients, whereas CHRNA4 is also significantly down-regulated in cancer-matched normal livers. CONCLUSIONS: Our results suggest important non-neuronally expressed nicotinic acetylcholine receptors in the human body. These non-neuronal expression patterns are highly tissue-specific, and are epigenetically conserved during evolution in the context of non-conserved DNA sequence.


Subject(s)
Epigenomics , Gene Expression Profiling , Receptors, Nicotinic/genetics , Animals , Conserved Sequence , Evolution, Molecular , Hepatocyte Nuclear Factor 4/metabolism , Humans , Liver/metabolism , Mice , Nicotine/metabolism , Organ Specificity , Polymorphism, Single Nucleotide , Promoter Regions, Genetic/genetics , Retinoid X Receptor alpha/metabolism
10.
BMC Genomics ; 18(1): 724, 2017 Sep 12.
Article in English | MEDLINE | ID: mdl-28899353

ABSTRACT

BACKGROUND: Uncovering mechanisms of epigenome evolution is an essential step towards understanding the evolution of different cellular phenotypes. While studies have confirmed DNA methylation as a conserved epigenetic mechanism in mammalian development, little is known about the conservation of tissue-specific genome-wide DNA methylation patterns. RESULTS: Using a comparative epigenomics approach, we identified and compared the tissue-specific DNA methylation patterns of rat against those of mouse and human across three shared tissue types. We confirmed that tissue-specific differentially methylated regions are strongly associated with tissue-specific regulatory elements. Comparisons between species revealed that at a minimum 11-37% of tissue-specific DNA methylation patterns are conserved, a phenomenon that we define as epigenetic conservation. Conserved DNA methylation is accompanied by conservation of other epigenetic marks including histone modifications. Although a significant amount of locus-specific methylation is epigenetically conserved, the majority of tissue-specific DNA methylation is not conserved across the species and tissue types that we investigated. Examination of the genetic underpinning of epigenetic conservation suggests that primary sequence conservation is a driving force behind epigenetic conservation. In contrast, evolutionary dynamics of tissue-specific DNA methylation are best explained by the maintenance or turnover of binding sites for important transcription factors. CONCLUSIONS: Our study extends the limited literature of comparative epigenomics and suggests a new paradigm for epigenetic conservation without genetic conservation through analysis of transcription factor binding sites.


Subject(s)
Conserved Sequence , DNA Methylation/genetics , Animals , Binding Sites , Epigenomics , Evolution, Molecular , Humans , Mice , Organ Specificity , Rats , Transcription Factors/metabolism
11.
Genome Res ; 24(12): 1963-76, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25319995

ABSTRACT

Transposable elements (TEs) have been shown to contain functional binding sites for certain transcription factors (TFs). However, the extent to which TEs contribute to the evolution of TF binding sites is not well known. We comprehensively mapped binding sites for 26 pairs of orthologous TFs in two pairs of human and mouse cell lines (representing two cell lineages), along with epigenomic profiles, including DNA methylation and six histone modifications. Overall, we found that 20% of binding sites were embedded within TEs. This number varied across different TFs, ranging from 2% to 40%. We further identified 710 TF-TE relationships in which genomic copies of a TE subfamily contributed a significant number of binding peaks for a TF, and we found that LTR elements dominated these relationships in human. Importantly, TE-derived binding peaks were strongly associated with open and active chromatin signatures, including reduced DNA methylation and increased enhancer-associated histone marks. On average, 66% of TE-derived binding events were cell type-specific with a cell type-specific epigenetic landscape. Most of the binding sites contributed by TEs were species-specific, but we also identified binding sites conserved between human and mouse, the functional relevance of which was supported by a signature of purifying selection on DNA sequences of these TEs. Interestingly, several TFs had significantly expanded binding site landscapes only in one species, which were linked to species-specific gene functions, suggesting that TEs are an important driving force for regulatory innovation. Taken together, our data suggest that TEs have significantly and continuously shaped gene regulatory networks during mammalian evolution.


Subject(s)
DNA Transposable Elements , Gene Regulatory Networks , Animals , Binding Sites , Cell Line , Chromatin/genetics , Chromatin/metabolism , Chromatin Immunoprecipitation , Epigenomics , Evolution, Molecular , High-Throughput Nucleotide Sequencing , Humans , Mice , Multigene Family , Nucleotide Motifs , Organ Specificity/genetics , Position-Specific Scoring Matrices , Protein Binding , Transcription Factors/genetics , Transcription Factors/metabolism
12.
Genome Res ; 23(9): 1522-40, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23804400

ABSTRACT

DNA methylation plays key roles in diverse biological processes such as X chromosome inactivation, transposable element repression, genomic imprinting, and tissue-specific gene expression. Sequencing-based DNA methylation profiling provides an unprecedented opportunity to map and compare complete DNA methylomes. This includes one of the most widely applied technologies for measuring DNA methylation: methylated DNA immunoprecipitation followed by sequencing (MeDIP-seq), coupled with a complementary method, methylation-sensitive restriction enzyme sequencing (MRE-seq). A computational approach that integrates data from these two different but complementary assays and predicts methylation differences between samples has been unavailable. Here, we present a novel integrative statistical framework M&M (for integration of MeDIP-seq and MRE-seq) that dynamically scales, normalizes, and combines MeDIP-seq and MRE-seq data to detect differentially methylated regions. Using sample-matched whole-genome bisulfite sequencing (WGBS) as a gold standard, we demonstrate superior accuracy and reproducibility of M&M compared to existing analytical methods for MeDIP-seq data alone. M&M leverages the complementary nature of MeDIP-seq and MRE-seq data to allow rapid comparative analysis between whole methylomes at a fraction of the cost of WGBS. Comprehensive analysis of nineteen human DNA methylomes with M&M reveals distinct DNA methylation patterns among different tissue types, cell types, and individuals, potentially underscoring divergent epigenetic regulation at different scales of phenotypic diversity. We find that differential DNA methylation at enhancer elements, with concurrent changes in histone modifications and transcription factor binding, is common at the cell, tissue, and individual levels, whereas promoter methylation is more prominent in reinforcing fundamental tissue identities.


Subject(s)
Algorithms , DNA Methylation , Genome, Human , Sequence Analysis, DNA/methods , Data Interpretation, Statistical , High-Throughput Nucleotide Sequencing/methods , Humans , Organ Specificity
13.
Methods ; 72: 29-40, 2015 Jan 15.
Article in English | MEDLINE | ID: mdl-25448294

ABSTRACT

DNA CpG methylation is a widespread epigenetic mark in high eukaryotes including mammals. DNA methylation plays key roles in diverse biological processes such as X chromosome inactivation, transposable element repression, genomic imprinting, and control of gene expression. Recent advancements in sequencing-based DNA methylation profiling methods provide an unprecedented opportunity to measure DNA methylation in a genome-wide fashion, making it possible to comprehensively investigate the role of DNA methylation. Several methods have been developed, such as Whole Genome Bisulfite Sequencing (WGBS), Reduced Representation Bisulfite Sequencing (RRBS), and enrichment-based methods including Methylation Dependent ImmunoPrecipitation followed by sequencing (MeDIP-seq), methyl-CpG binding domain (MBD) protein-enriched genome sequencing (MBD-seq), methyltransferase-directed Transfer of Activated Groups followed by sequencing (mTAG), and Methylation-sensitive Restriction Enzyme digestion followed by sequencing (MRE-seq). These methods differ by their genomic CpG coverage, resolution, quantitative accuracy, cost, and software for analyzing the data. Among these, WGBS is considered the gold standard. However, it is still a cost-prohibitive technology for a typical laboratory due to the required sequencing depth. We found that by integrating two enrichment-based methods that are complementary in nature (i.e., MeDIP-seq and MRE-seq), we can significantly increase the efficiency of whole DNA methylome profiling. By using two recently developed computational algorithms (i.e., M&M and methylCRF), the combination of MeDIP-seq and MRE-seq produces genome-wide CpG methylation measurement at high coverage and high resolution, and robust predictions of differentially methylated regions. Thus, the combination of the two enrichment-based methods provides a cost-effective alternative to WGBS. In this article we describe both the experimental protocols for performing MeDIP-seq and MRE-seq, and the computational protocols for running M&M and methylCRF.


Subject(s)
CpG Islands , DNA Methylation , Epigenomics/methods , Algorithms , DNA Fragmentation , Sequence Analysis, DNA/methods , Software , Workflow
14.
Nature ; 466(7303): 253-7, 2010 Jul 08.
Article in English | MEDLINE | ID: mdl-20613842

ABSTRACT

Although it is known that the methylation of DNA in 5' promoters suppresses gene expression, the role of DNA methylation in gene bodies is unclear. In mammals, tissue- and cell type-specific methylation is present in a small percentage of 5' CpG island (CGI) promoters, whereas a far greater proportion occurs across gene bodies, coinciding with highly conserved sequences. Tissue-specific intragenic methylation might reduce, or, paradoxically, enhance transcription elongation efficiency. Capped analysis of gene expression (CAGE) experiments also indicate that transcription commonly initiates within and between genes. To investigate the role of intragenic methylation, we generated a map of DNA methylation from the human brain encompassing 24.7 million of the 28 million CpG sites. From the dense, high-resolution coverage of CpG islands, the majority of methylated CpG islands were shown to be in intragenic and intergenic regions, whereas less than 3% of CpG islands in 5' promoters were methylated. The CpG islands in all three locations overlapped with RNA markers of transcription initiation, and unmethylated CpG islands also overlapped significantly with trimethylation of H3K4, a histone modification enriched at promoters. The general and CpG-island-specific patterns of methylation are conserved in mouse tissues. An in-depth investigation of the human SHANK3 locus and its mouse homologue demonstrated that this tissue-specific DNA methylation regulates intragenic promoter activity in vitro and in vivo. These methylation-regulated, alternative transcripts are expressed in a tissue- and cell type-specific manner, and are expressed differentially within a single cell type from distinct brain regions. These results support a major role for intragenic methylation in regulating cell context-specific alternative promoters in gene bodies.


Subject(s)
Brain/metabolism , Conserved Sequence/genetics , DNA Methylation , Promoter Regions, Genetic/genetics , Animals , Brain/anatomy & histology , Brain/cytology , Carrier Proteins/genetics , Cell Line , CpG Islands/genetics , DNA, Intergenic/genetics , DNA, Intergenic/metabolism , Frontal Lobe/metabolism , Gene Expression Regulation , Histones/genetics , Histones/metabolism , Humans , Male , Mice , Mice, Inbred C57BL , Microfilament Proteins , Middle Aged , Nerve Tissue Proteins , Organ Specificity , Transcription, Genetic/genetics
15.
BMC Genomics ; 15: 868, 2014 Oct 06.
Article in English | MEDLINE | ID: mdl-25286960

ABSTRACT

BACKGROUND: Aberrant DNA methylation is a hallmark of many cancers. Classically there are two types of endometrial cancer, endometrioid adenocarcinoma (EAC), or Type I, and uterine papillary serous carcinoma (UPSC), or Type II. However, the whole genome DNA methylation changes in these two classical types of endometrial cancer is still unknown. RESULTS: Here we described complete genome-wide DNA methylome maps of EAC, UPSC, and normal endometrium by applying a combined strategy of methylated DNA immunoprecipitation sequencing (MeDIP-seq) and methylation-sensitive restriction enzyme digestion sequencing (MRE-seq). We discovered distinct genome-wide DNA methylation patterns in EAC and UPSC: 27,009 and 15,676 recurrent differentially methylated regions (DMRs) were identified respectively, compared with normal endometrium. Over 80% of DMRs were in intergenic and intronic regions. The majority of these DMRs were not interrogated on the commonly used Infinium 450K array platform. Large-scale demethylation of chromosome X was detected in UPSC, accompanied by decreased XIST expression. Importantly, we discovered that the majority of the DMRs harbored promoter or enhancer functions and are specifically associated with genes related to uterine development and disease. Among these, abnormal methylation of transposable elements (TEs) may provide a novel mechanism to deregulate normal endometrium-specific enhancers derived from specific TEs. CONCLUSIONS: DNA methylation changes are an important signature of endometrial cancer and regulate gene expression by affecting not only proximal promoters but also distal enhancers.


Subject(s)
Endometrial Neoplasms/genetics , Endometrial Neoplasms/physiopathology , Enhancer Elements, Genetic/genetics , Promoter Regions, Genetic/genetics , Uterine Neoplasms/genetics , Uterine Neoplasms/physiopathology , Adaptor Proteins, Signal Transducing/genetics , Aldehyde Dehydrogenase 1 Family , Carcinoma, Papillary/genetics , Carcinoma, Papillary/metabolism , Chromosomes, Human, X , CpG Islands , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA Methylation , DNA Transposable Elements/genetics , Female , Humans , Kruppel-Like Factor 4 , Kruppel-Like Transcription Factors/genetics , MutL Protein Homolog 1 , Nuclear Proteins/genetics , Polymorphism, Single Nucleotide , RNA, Long Noncoding/genetics , Retinal Dehydrogenase/genetics , Sequence Analysis, DNA
16.
Cell Rep ; 43(8): 114558, 2024 Aug 27.
Article in English | MEDLINE | ID: mdl-39088321

ABSTRACT

Chromatin priming promotes cell-type-specific gene expression, lineage differentiation, and development. The mechanism of chromatin priming has not been fully understood. Here, we report that mouse hematopoietic stem and progenitor cells (HSPCs) lacking the Baf155 subunit of the BAF (BRG1/BRM-associated factor) chromatin remodeling complex produce a significantly reduced number of mature blood cells, leading to a failure of hematopoietic regeneration upon transplantation and 5-fluorouracil (5-FU) injury. Baf155-deficient HSPCs generate particularly fewer neutrophils, B cells, and CD8+ T cells at homeostasis, supporting a more immune-suppressive tumor microenvironment and enhanced tumor growth. Single-nucleus multiomics analysis reveals that Baf155-deficient HSPCs fail to establish accessible chromatin in selected regions that are enriched for putative enhancers and binding motifs of hematopoietic lineage transcription factors. Our study provides a fundamental mechanistic understanding of the role of Baf155 in hematopoietic lineage chromatin priming and the functional consequences of Baf155 deficiency in regeneration and tumor immunity.


Subject(s)
Cell Differentiation , Chromatin , Hematopoiesis , Hematopoietic Stem Cells , Animals , Mice , Chromatin/metabolism , Fluorouracil/pharmacology , Hematopoietic Stem Cells/metabolism , Hematopoietic Stem Cells/cytology , Mice, Inbred C57BL , Regeneration , Transcription Factors/metabolism , Transcription Factors/genetics
17.
Nat Commun ; 15(1): 4839, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38844462

ABSTRACT

Comparative genomics has revealed the rapid expansion of multiple gene families involved in immunity. Members within each gene family often evolved distinct roles in immunity. However, less is known about the evolution of their epigenome and cis-regulation. Here we systematically profile the epigenome of the recently expanded murine Ly49 gene family that mainly encode either inhibitory or activating surface receptors on natural killer cells. We identify a set of cis-regulatory elements (CREs) for activating Ly49 genes. In addition, we show that in mice, inhibitory and activating Ly49 genes are regulated by two separate sets of proximal CREs, likely resulting from lineage-specific losses of CRE activity. Furthermore, we find that some Ly49 genes are cross-regulated by the CREs of other Ly49 genes, suggesting that the Ly49 family has begun to evolve a concerted cis-regulatory mechanism. Collectively, we demonstrate the different modes of cis-regulatory evolution for a rapidly expanding gene family.


Subject(s)
Evolution, Molecular , Multigene Family , NK Cell Lectin-Like Receptor Subfamily A , Animals , Mice , NK Cell Lectin-Like Receptor Subfamily A/genetics , NK Cell Lectin-Like Receptor Subfamily A/metabolism , Regulatory Sequences, Nucleic Acid/genetics , Gene Expression Regulation , Killer Cells, Natural/immunology , Mice, Inbred C57BL
18.
Nat Genet ; 56(9): 1903-1913, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39223316

ABSTRACT

Inhibiting epigenetic modulators can transcriptionally reactivate transposable elements (TEs). These TE transcripts often generate unique peptides that can serve as immunogenic antigens for immunotherapy. Here, we ask whether TEs activated by epigenetic therapy could appreciably increase the antigen repertoire in glioblastoma, an aggressive brain cancer with low mutation and neoantigen burden. We treated patient-derived primary glioblastoma stem cell lines, an astrocyte cell line and primary fibroblast cell lines with epigenetic drugs, and identified treatment-induced, TE-derived transcripts that are preferentially expressed in cancer cells. We verified that these transcripts could produce human leukocyte antigen class I-presented antigens using liquid chromatography with tandem mass spectrometry pulldown experiments. Importantly, many TEs were also transcribed, even in proliferating nontumor cell lines, after epigenetic therapy, which suggests that targeted strategies like CRISPR-mediated activation could minimize potential side effects of activating unwanted genomic regions. The results highlight both the need for caution and the promise of future translational efforts in harnessing treatment-induced TE-derived antigens for targeted immunotherapy.


Subject(s)
Antigens, Neoplasm , Brain Neoplasms , DNA Transposable Elements , Epigenesis, Genetic , Glioblastoma , Transcription, Genetic , Glioblastoma/genetics , Glioblastoma/therapy , Glioblastoma/immunology , Humans , DNA Transposable Elements/genetics , Cell Line, Tumor , Brain Neoplasms/genetics , Brain Neoplasms/immunology , Brain Neoplasms/therapy , Antigens, Neoplasm/genetics , Antigens, Neoplasm/immunology , Gene Expression Regulation, Neoplastic , Immunotherapy/methods
19.
Commun Biol ; 6(1): 991, 2023 09 27.
Article in English | MEDLINE | ID: mdl-37758941

ABSTRACT

Psychostimulant methamphetamine (METH) is neurotoxic to the brain and, therefore, its misuse leads to neurological and psychiatric disorders. The gene regulatory network (GRN) response to neurotoxic METH binge remains unclear in most brain regions. Here we examined the effects of binge METH on the GRN in the nucleus accumbens, dentate gyrus, Ammon's horn, and subventricular zone in male rats. At 24 h after METH, ~16% of genes displayed altered expression and over a quarter of previously open chromatin regions - parts of the genome where genes are typically active - showed shifts in their accessibility. Intriguingly, most changes were unique to each area studied, and independent regulation between transcriptome and chromatin accessibility was observed. Unexpectedly, METH differentially impacted gene activity and chromatin accessibility within the dentate gyrus and Ammon's horn. Around 70% of the affected chromatin-accessible regions in the rat brain have conserved DNA sequences in the human genome. These regions frequently act as enhancers, ramping up the activity of nearby genes, and contain mutations linked to various neurological conditions. By sketching out the gene regulatory networks associated with binge METH in specific brain regions, our study offers fresh insights into how METH can trigger profound, region-specific molecular shifts.


Subject(s)
Methamphetamine , Transcriptome , Humans , Male , Animals , Rats , Methamphetamine/toxicity , Brain , Chromatin/genetics , Epigenesis, Genetic
20.
Nat Commun ; 14(1): 634, 2023 02 06.
Article in English | MEDLINE | ID: mdl-36746940

ABSTRACT

Transposable elements (TEs) are major contributors of genetic material in mammalian genomes. These often include binding sites for architectural proteins, including the multifarious master protein, CTCF, which shapes the 3D genome by creating loops, domains, compartment borders, and RNA-DNA interactions. These play a role in the compact packaging of DNA and have the potential to facilitate regulatory function. In this study, we explore the widespread contribution of TEs to mammalian 3D genomes by quantifying the extent to which they give rise to loops and domain border differences across various cell types and species using several 3D genome mapping technologies. We show that specific families and subfamilies of TEs have contributed to lineage-specific 3D chromatin structures across mammalian species. In many cases, these loops may facilitate sustained interaction between distant cis-regulatory elements and target genes, and domains may segregate chromatin state to impact gene expression in a lineage-specific manner. An experimental validation of our analytical findings using CRISPR-Cas9 to delete a candidate TE resulted in disruption of species-specific 3D chromatin structure. Taken together, we comprehensively quantify and selectively validate our finding that TEs contribute to shaping 3D genome organization and may, in some cases, impact gene regulation during the course of mammalian evolution.


Subject(s)
DNA Transposable Elements , Mammals , Humans , Animals , DNA Transposable Elements/genetics , Mammals/genetics , Gene Expression Regulation , Regulatory Sequences, Nucleic Acid , Chromatin/genetics , Evolution, Molecular
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